From 338d040ad30cac7bc02fcbd2b866c788710fbbc8 Mon Sep 17 00:00:00 2001 From: yuanshen-flexcompute Date: Wed, 24 Sep 2025 10:28:40 -0400 Subject: [PATCH 01/17] Minor fixes to CPW2 and SMA notebooks Fixed web.run() calls and updated metadata --- CPWRFPhotonics2.ipynb | 5 +++-- SMAEdgeMount.ipynb | 3 +++ 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/CPWRFPhotonics2.ipynb b/CPWRFPhotonics2.ipynb index 8a7447e8..5be528fe 100644 --- a/CPWRFPhotonics2.ipynb +++ b/CPWRFPhotonics2.ipynb @@ -50,6 +50,7 @@ "import tidy3d as td\n", "import tidy3d.plugins.microwave as mw\n", "import tidy3d.plugins.smatrix as sm\n", + "from tidy3d import web\n", "from tidy3d.plugins.mode import ModeSolver\n", "\n", "td.config.logging_level = \"ERROR\"" @@ -733,7 +734,7 @@ } ], "source": [ - "mode_data = td.web.run(mode_solver, task_name=\"mode solver\", path=\"data/mode_data.hdf5\")" + "mode_data = web.run(mode_solver, task_name=\"mode solver\", path=\"data/mode_data.hdf5\")" ] }, { @@ -1616,7 +1617,7 @@ } ], "source": [ - "tcm_data = td.web.run(tcm, task_name=\"segmented cpw\", path=\"data/segmented_cpw.hdf5\")" + "tcm_data = web.run(tcm, task_name=\"segmented cpw\", path=\"data/segmented_cpw.hdf5\")" ] }, { diff --git a/SMAEdgeMount.ipynb b/SMAEdgeMount.ipynb index 9366ec04..0bf2a407 100644 --- a/SMAEdgeMount.ipynb +++ b/SMAEdgeMount.ipynb @@ -1127,6 +1127,9 @@ } ], "metadata": { + "applications": [ + "Microwave and RF devices" + ], "description": "This notebook demonstrates how to simulate an edge-mounted SMA connector on a PCB co-planar waveguide.", "feature_image": "./img/sma_edge_mount_render.png", "features": [ From 91754b166dc3fe7de3111a3b27ee2be9adc2d42f Mon Sep 17 00:00:00 2001 From: Tyler Hughes Date: Wed, 11 Jun 2025 15:02:45 -0400 Subject: [PATCH 02/17] adds adjoint to metalens notebook --- Metalens.ipynb | 2510 ++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 1983 insertions(+), 527 deletions(-) diff --git a/Metalens.ipynb b/Metalens.ipynb index 024d1cb8..446feb62 100644 --- a/Metalens.ipynb +++ b/Metalens.ipynb @@ -35,19 +35,13 @@ "cell_type": "code", "execution_count": 1, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:46.866711Z", - "iopub.status.busy": "2025-05-15T10:48:46.866595Z", - "iopub.status.idle": "2025-05-15T10:48:48.553274Z", - "shell.execute_reply": "2025-05-15T10:48:48.552725Z" - }, "tags": [] }, "outputs": [], "source": [ "# standard python imports\n", + "import autograd.numpy as np\n", "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "import tidy3d as td\n", "from numpy import random\n", "from tidy3d import web" @@ -69,12 +63,6 @@ "cell_type": "code", "execution_count": 2, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.555019Z", - "iopub.status.busy": "2025-05-15T10:48:48.554786Z", - "iopub.status.idle": "2025-05-15T10:48:48.558577Z", - "shell.execute_reply": "2025-05-15T10:48:48.558202Z" - }, "tags": [] }, "outputs": [ @@ -129,12 +117,6 @@ "cell_type": "code", "execution_count": 3, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.582332Z", - "iopub.status.busy": "2025-05-15T10:48:48.582202Z", - "iopub.status.idle": "2025-05-15T10:48:48.585060Z", - "shell.execute_reply": "2025-05-15T10:48:48.584705Z" - }, "tags": [] }, "outputs": [], @@ -179,12 +161,6 @@ "cell_type": "code", "execution_count": 4, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.586433Z", - "iopub.status.busy": "2025-05-15T10:48:48.586315Z", - "iopub.status.idle": "2025-05-15T10:48:48.633687Z", - "shell.execute_reply": "2025-05-15T10:48:48.633236Z" - }, "tags": [] }, "outputs": [], @@ -206,7 +182,6 @@ "# x, y vertices of box of size (L, W) centered at the origin\n", "vertices_origin = np.array([[+L / 2, +W / 2], [-L / 2, +W / 2], [-L / 2, -W / 2], [+L / 2, -W / 2]])\n", "\n", - "\n", "xs, ys = np.meshgrid(centers_x, centers_y, indexing=\"ij\")\n", "xs = xs.flatten()\n", "ys = ys.flatten()\n", @@ -249,12 +224,6 @@ "cell_type": "code", "execution_count": 5, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.635024Z", - "iopub.status.busy": "2025-05-15T10:48:48.634890Z", - "iopub.status.idle": "2025-05-15T10:48:48.638677Z", - "shell.execute_reply": "2025-05-15T10:48:48.638387Z" - }, "tags": [] }, "outputs": [], @@ -294,19 +263,13 @@ "source": [ "## Define Sources\n", "\n", - "Now we define the incident fields. We use a normally incident circularly polarized plane wave with Gaussian time dependence centered at our central frequency. The circularly polarized plane wave is created with two perpendicularly linearly polarized plane waves with a 90 degree phase difference. For more details, see the [plane wave source documentation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html) and the [gaussian source documentation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.GaussianPulse.html)" + "Now we define the incident fields. We simply use a normally incident plane wave with Guassian time dependence centered at our central frequency. For more details, see the [plane wave source documentation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html) and the [gaussian source documentation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.GaussianPulse.html)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.639977Z", - "iopub.status.busy": "2025-05-15T10:48:48.639830Z", - "iopub.status.idle": "2025-05-15T10:48:48.642802Z", - "shell.execute_reply": "2025-05-15T10:48:48.642522Z" - }, "tags": [] }, "outputs": [], @@ -351,12 +314,6 @@ "cell_type": "code", "execution_count": 7, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.644169Z", - "iopub.status.busy": "2025-05-15T10:48:48.643978Z", - "iopub.status.idle": "2025-05-15T10:48:48.647285Z", - "shell.execute_reply": "2025-05-15T10:48:48.647023Z" - }, "tags": [] }, "outputs": [], @@ -419,27 +376,21 @@ "cell_type": "code", "execution_count": 8, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.648820Z", - "iopub.status.busy": "2025-05-15T10:48:48.648620Z", - "iopub.status.idle": "2025-05-15T10:48:48.813301Z", - "shell.execute_reply": "2025-05-15T10:48:48.813018Z" - }, "tags": [] }, "outputs": [ { "data": { "text/html": [ - "
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If \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mor \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -497,18 +448,12 @@ "cell_type": "code", "execution_count": 9, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:48.814863Z", - "iopub.status.busy": "2025-05-15T10:48:48.814742Z", - "iopub.status.idle": "2025-05-15T10:48:49.421938Z", - "shell.execute_reply": "2025-05-15T10:48:49.421415Z" - }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -536,123 +481,8 @@ { "cell_type": "code", "execution_count": 10, - "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:49.423809Z", - "iopub.status.busy": "2025-05-15T10:48:49.423660Z", - "iopub.status.idle": "2025-05-15T10:48:49.455454Z", - "shell.execute_reply": "2025-05-15T10:48:49.455035Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "
\n", - " \n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "metadata": {}, + "outputs": [], "source": [ "sim.plot_3d()" ] @@ -670,25 +500,19 @@ "cell_type": "code", "execution_count": 11, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:49.457082Z", - "iopub.status.busy": "2025-05-15T10:48:49.456848Z", - "iopub.status.idle": "2025-05-15T10:48:57.913949Z", - "shell.execute_reply": "2025-05-15T10:48:57.913648Z" - }, "tags": [] }, "outputs": [ { "data": { "text/html": [ - "
12:48:50 CEST Created task 'metalens' with task_id                              \n",
-       "              'fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1' and task_type 'FDTD'. \n",
+       "
10:34:16 EDT Created task 'metalens' with task_id                               \n",
+       "             'fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b' and task_type 'FDTD'.  \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:48:50 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'metalens'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + "\u001b[2;36m10:34:16 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'metalens'\u001b[0m with task_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, @@ -697,15 +521,15 @@ { "data": { "text/html": [ - "
              View task using web UI at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-2c7fd71b-44\n",
-       "              70-4c4f-8cd6-e1ad2fd78fe1'.                                       \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-4b1d8bd9-a97\n",
+       "             b-4657-824c-42c4916b6f8b'.                                         \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=785232;https://tidy3d.simulation.cloud/workbench?taskId=fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=805619;https://tidy3d.simulation.cloud/workbench?taskId=fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=785232;https://tidy3d.simulation.cloud/workbench?taskId=fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=672475;https://tidy3d.simulation.cloud/workbench?taskId=fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=785232;https://tidy3d.simulation.cloud/workbench?taskId=fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1\u001b\\\u001b[32m-2c7fd71b-44\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=785232;https://tidy3d.simulation.cloud/workbench?taskId=fdve-2c7fd71b-4470-4c4f-8cd6-e1ad2fd78fe1\u001b\\\u001b[32m70-4c4f-8cd6-e1ad2fd78fe1'\u001b[0m\u001b]8;;\u001b\\. \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=912878;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=465363;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=912878;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=364641;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=912878;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b\u001b\\\u001b[32m-4b1d8bd9-a97\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=912878;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4b1d8bd9-a97b-4657-824c-42c4916b6f8b\u001b\\\u001b[32mb-4657-824c-42c4916b6f8b'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, @@ -714,11 +538,11 @@ { "data": { "text/html": [ - "
              Task folder: 'default'.                                           \n",
+       "
             Task folder: 'default'.                                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=61699;https://tidy3d.simulation.cloud/folders/folder-bfe11006-2cae-4abd-bc02-04b6047e01be\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=517261;https://tidy3d.simulation.cloud/folders/41078c53-acd3-4f23-98d5-8423bc5401c7\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, @@ -726,13 +550,16 @@ }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f8f756403553457984f0247a50b7a7d8", - "version_major": 2, - "version_minor": 0 - }, + "text/html": [ + "
/Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages/\n",
+       "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
+       "
\n" + ], "text/plain": [ - "Output()" + "/Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages/\n", + "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" ] }, "metadata": {}, @@ -751,15 +578,15 @@ { "data": { "text/html": [ - "
12:48:52 CEST Maximum FlexCredit cost: 1.629. Minimum cost depends on task      \n",
-       "              execution details. Use 'web.real_cost(task_id)' to get the billed \n",
-       "              FlexCredit cost after a simulation run.                           \n",
+       "
10:34:17 EDT Maximum FlexCredit cost: 1.629. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:48:52 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m1.629\u001b[0m. Minimum cost depends on task \n", - "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", - "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + "\u001b[2;36m10:34:17 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m1.629\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" ] }, "metadata": {}, @@ -768,25 +595,11 @@ { "data": { "text/html": [ - "
12:48:53 CEST status = success                                                  \n",
+       "
10:34:18 EDT status = success                                                   \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:48:53 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e501fb85673848e28b5cb13f22218a2c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" + "\u001b[2;36m10:34:18 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" ] }, "metadata": {}, @@ -805,11 +618,11 @@ { "data": { "text/html": [ - "
12:48:57 CEST loading simulation from data/simulation_data.hdf5                 \n",
+       "
10:34:20 EDT loading simulation from data/simulation_data.hdf5                  \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:48:57 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation_data.hdf5 \n" + "\u001b[2;36m10:34:20 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation_data.hdf5 \n" ] }, "metadata": {}, @@ -818,15 +631,15 @@ { "data": { "text/html": [ - "
              WARNING: Override structures take no effect along x-axis. If      \n",
-       "              intending to apply override structures to this axis, use          \n",
-       "              'AutoGrid' or 'QuasiUniformGrid'.                                 \n",
+       "
             WARNING: Override structures take no effect along x-axis. If       \n",
+       "             intending to apply override structures to this axis, use 'AutoGrid'\n",
+       "             or 'QuasiUniformGrid'.                                             \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mor \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -835,15 +648,15 @@ { "data": { "text/html": [ - "
              WARNING: Override structures take no effect along y-axis. If      \n",
-       "              intending to apply override structures to this axis, use          \n",
-       "              'AutoGrid' or 'QuasiUniformGrid'.                                 \n",
+       "
             WARNING: Override structures take no effect along y-axis. If       \n",
+       "             intending to apply override structures to this axis, use 'AutoGrid'\n",
+       "             or 'QuasiUniformGrid'.                                             \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mor \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -852,15 +665,15 @@ { "data": { "text/html": [ - "
              WARNING: Warning messages were found in the solver log. For more  \n",
-       "              information, check 'SimulationData.log' or use                    \n",
-       "              'web.download_log(task_id)'.                                      \n",
+       "
             WARNING: Warning messages were found in the solver log. For more   \n",
+       "             information, check 'SimulationData.log' or use                     \n",
+       "             'web.download_log(task_id)'.                                       \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Warning messages were found in the solver log. For more \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31minformation, check \u001b[0m\u001b[32m'SimulationData.log'\u001b[0m\u001b[31m or use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.download_log\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Warning messages were found in the solver log. For more \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31minformation, check \u001b[0m\u001b[32m'SimulationData.log'\u001b[0m\u001b[31m or use \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[32m'web.download_log\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -876,12 +689,6 @@ "cell_type": "code", "execution_count": 12, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:57.949068Z", - "iopub.status.busy": "2025-05-15T10:48:57.948842Z", - "iopub.status.idle": "2025-05-15T10:48:57.951051Z", - "shell.execute_reply": "2025-05-15T10:48:57.950672Z" - }, "tags": [] }, "outputs": [ @@ -889,7 +696,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[10:26:40] WARNING: Override structures take no effect along x-axis. If \n", + "[18:54:51] WARNING: Override structures take no effect along x-axis. If \n", " intending to apply override structures to this axis, use 'AutoGrid' \n", " or 'QuasiUniformGrid'. \n", " WARNING: Override structures take no effect along y-axis. If \n", @@ -910,31 +717,32 @@ " USER: Time step (s): 3.1636e-17 \n", " USER: \n", " \n", - "[10:26:42] USER: Compute source modes time (s): 2.2659 \n", - "[10:26:44] USER: Rest of setup time (s): 1.3123 \n", - "[10:26:56] USER: Compute monitor modes time (s): 0.0001 \n", - "[10:27:08] USER: Solver time (s): 15.6770 \n", - " USER: Time-stepping speed (cells/s): 1.41e+11 \n", - "[10:27:09] USER: Post-processing time (s): 0.9399 \n", + "[18:54:52] USER: Compute source modes time (s): 1.0905 \n", + "[18:54:53] USER: Rest of setup time (s): 1.4882 \n", + "[18:55:16] USER: Compute monitor modes time (s): 0.0001 \n", + "[18:56:04] USER: Solver time (s): 65.3660 \n", + " USER: Time-stepping speed (cells/s): 3.80e+10 \n", + "[18:56:05] USER: Post-processing time (s): 0.9979 \n", "\n", " ====== SOLVER LOG ====== \n", "\n", "Processing grid and structures...\n", "Building FDTD update coefficients...\n", - "Solver setup time (s): 4.6678\n", + "Solver setup time (s): 18.7420\n", "\n", "Running solver for 31633 time steps...\n", "- Time step 503 / time 1.59e-14s ( 1 % done), field decay: 1.00e+00\n", "- Time step 1265 / time 4.00e-14s ( 4 % done), field decay: 1.00e+00\n", - "- Time step 2530 / time 8.00e-14s ( 8 % done), field decay: 1.53e-01\n", - "- Time step 3795 / time 1.20e-13s ( 12 % done), field decay: 3.57e-03\n", - "- Time step 5061 / time 1.60e-13s ( 16 % done), field decay: 5.94e-04\n", - "- Time step 6326 / time 2.00e-13s ( 20 % done), field decay: 1.15e-04\n", - "- Time step 7591 / time 2.40e-13s ( 24 % done), field decay: 2.61e-05\n", - "- Time step 8857 / time 2.80e-13s ( 28 % done), field decay: 6.49e-06\n", + "- Time step 2530 / time 8.00e-14s ( 8 % done), field decay: 1.25e-01\n", + "- Time step 3795 / time 1.20e-13s ( 12 % done), field decay: 5.74e-03\n", + "- Time step 5061 / time 1.60e-13s ( 16 % done), field decay: 9.61e-04\n", + "- Time step 6326 / time 2.00e-13s ( 20 % done), field decay: 1.84e-04\n", + "- Time step 7591 / time 2.40e-13s ( 24 % done), field decay: 4.22e-05\n", + "- Time step 8857 / time 2.80e-13s ( 28 % done), field decay: 1.30e-05\n", + "- Time step 10122 / time 3.20e-13s ( 32 % done), field decay: 5.91e-06\n", "Field decay smaller than shutoff factor, exiting solver.\n", - "Time-stepping time (s): 10.9264\n", - "Data write time (s): 0.0790\n", + "Time-stepping time (s): 46.4384\n", + "Data write time (s): 0.1816\n", "\n" ] } @@ -965,18 +773,12 @@ "cell_type": "code", "execution_count": 13, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:57.952496Z", - "iopub.status.busy": "2025-05-15T10:48:57.952329Z", - "iopub.status.idle": "2025-05-15T10:48:58.024855Z", - "shell.execute_reply": "2025-05-15T10:48:58.024483Z" - }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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", 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guZftAwoAXB9nasT9hQGFqMMYUIjIpaQX1qCuWQ+tmxL9Qmzbf2J2Qz9TQNl1qgKNOkO3nJPI0TGgEJFLScsxjZ4Mj/HtsqsXX05ssBfCtBo0641IPV3eLeckcnQMKETkUg60BpSh0b7ddk5BEDjNQ9RJDChE5FLMIyjmxtXuYp7m+SWjlLvKEnUAAwoRuYzCqkYU1zRBLhMwKMKnW8+d3DMAKoUMhdVNOFVW363nJnJEDChE5DLMoyf9w7zhppJ367ndVHIMjzGN2uw8yT4UosthQCEilyHV9I7ZqNZt9X9jQCG6LAYUInIZB3O7v0H2fNf0NgWU3acroDcYJamByFEwoBCRS2jWG3C8yHRF4SGRPpLUMCBcC2+NArVNehwtqJakBiJHwYBCRC4hs7gWLQYRvu5KRPi6SVKDXCZYpnnYh0J0aQwoROQSjuSbRiwGRvhAELpng7b2jO7DPhSijmBAISKXcLQ1oCSEayWtY3Tr9X8O5FRx23uiS2BAISKXcKS15yMhQtqA0iPAA2FaDXQGI/adqZS0FiJ7xoBCRE6vqcWA30tqAQAJ3bxB24UEQcCo1tU8O09xmofoYq4qoLz00ksQBAGPPfaY5bampiYsWLAA/v7+8PT0xMyZM1FSUmL1uNzcXEyZMgXu7u4ICgrCE088Ab1efzWlEBFd1LHCGhiMIgK91Aj2VktdDkb2NE3z7M3mCArRxVxxQNm3bx8++OADJCQkWN3++OOP4/vvv8fatWuxfft2FBYWYsaMGZb7DQYDpkyZAp1Oh127dmHlypVYsWIFnn322St/FUREl3A0vwqAqf9EygZZs6QefgBMfTENOv5xRtSeKwoodXV1mDVrFj788EP4+p7b8Ki6uhoff/wxXn/9dYwbNw6JiYlISUnBrl27sHv3bgDATz/9hOPHj+Ozzz7D4MGDMWnSJLzwwgtYvnw5dDpd17wqIqLzmPc/6S9xg6xZhK8bwrQa6I0iDuRUSV0OkV26ooCyYMECTJkyBePHj7e6PS0tDS0tLVa3x8XFISoqCqmpqQCA1NRUDBw4EMHBwZZjJk6ciJqaGhw7dqzd8zU3N6Ompsbqi4ioozKKTP0n8aFeEldiIggCkizTPBUSV0NknzodUNasWYMDBw5g2bJlbe4rLi6GSqWCj4+P1e3BwcEoLi62HHN+ODHfb76vPcuWLYNWq7V8RUZGdrZsInJReoMRma0Nsv1CvSWu5pwRrdM8u9mHQtSuTgWUvLw8PProo1i1ahU0Go2tampj8eLFqK6utnzl5eV127mJyLFll9dDpzfCQyVHpK+71OVYmPtQDuVVoamF+6EQXahTASUtLQ2lpaUYOnQoFAoFFAoFtm/fjn//+99QKBQIDg6GTqdDVVWV1eNKSkoQEhICAAgJCWmzqsf8vfmYC6nVanh7e1t9ERF1REaxafQkNsQLMpn0DbJmPQI8EOCphk5vxOG8KqnLIbI7nQooN9xwA44ePYpDhw5ZvoYNG4ZZs2ZZ/lupVGLLli2Wx2RmZiI3NxfJyckAgOTkZBw9ehSlpaWWYzZv3gxvb2/Ex8d30csiIjLJaG2QtafpHcDch2IaReFyY6K2FJ052MvLCwMGDLC6zcPDA/7+/pbb582bh0WLFsHPzw/e3t5YuHAhkpOTMXLkSADAhAkTEB8fj9mzZ+OVV15BcXExnn76aSxYsABqtfT7ExCRczEHlDg7CyiAaZpnw5Ei7MmuxEKpiyGyM50KKB3xxhtvQCaTYebMmWhubsbEiRPx7rvvWu6Xy+VYv349HnzwQSQnJ8PDwwNz587F0qVLu7oUIiKcsLMVPOdL6mFayZOWcxZ6gxEKOTf3JjITRFEUpS6is2pqaqDValFdXc1+FCK6qLP1Ogx5YTMAIP35ifBUd/nfZFfFaBQxaOlPqG3SY/3CazDATvZpIbKVzvz+ZlwnIqdlnt6J9ne3u3ACADKZgKFRps0u03LOSlwNkX1hQCEip2XeQTYuxP6md8wSoxlQiNrDgEJETutEsf1t0HYhBhSi9jGgEJHTstclxucbFOkDmQAUVDWiuLpJ6nKI7AYDChE5Jb3BiKzSOgD2PcXjqVYgLsQUoA7kchSFyIwBhYicUt7ZRuj0RmiUMrva4r49nOYhaosBhYicUlbrBQJ7B3na1Rb37RkWw4BCdCEGFCJySubpnT5B9ju9Y2ZeanyssJoXDiRqxYBCRE7pZGtA6R3kKXEllxfh64YgLzVaDCKOFlRLXQ6RXWBAISKnlFVqmuLp4wABRRAESx/K/jOc5iECGFCIyAkZjaJlBKVPsP1P8QBslCW6EAMKETmdgqpGNLUYoVLIEOnrJnU5HTK0NaAcyD0LB7xEGlGXY0AhIqdjHj3pGeDhMFcI7h/mDZVChsp6Hc5UNEhdDpHkHONfLhFRJ1j6TxxkegcA1Ao5BoSZNmw7lMdpHiIGFCJyOlkl5iXG9t8ge77BkaZpnsN5XMlDxIBCRE4ny4GWGJ9vUKQWAHAwr0raQojsAAMKETkVUTxvBY+DBZTBkT4AgIzCGjTruWEbuTYGFCJyKsU1Tahr1kMhExDt7yF1OZ0S5ecOX3cldAYjMopqpS6HSFIMKETkVMz9JzEBHlApHOtHnCAIGNQ6inKY0zzk4hzrXy8R0WVYtrgPdKzpHTPzNM8hBhRycQwoRORUTpebAkqvIMea3jHjCAqRCQMKETmV7PJ6AECPAAcdQYnwAQCcLq9HdUOLtMUQSYgBhYicSnaZOaA45giKr4cK0f7uAIBD+VXSFkMkIQYUInIaDTo9CqubAAC9Ah0zoADn+lA4zUOujAGFiJzGmXLTNWx83ZXwcVdJXM2VG9Q6zcNGWXJlDChE5DTMDbI9HXQFj9ngKB8AphEUXtmYXBUDChE5DUfvPzGLD/WGUi6gol6H/LONUpdDJAkGFCJyGqdbV/D0dOD+EwDQKOXoF2q+snGVtMUQSYQBhYichiWgOPgICsA+FCIGFCJyCqIo4nSZqQfFUfdAOR9X8pCrY0AhIqdQUa9DbZMeggDLPiKOzLyj7NGCarQYjNIWQyQBBhQicgqnWxtkw33coFHKJa7m6vUM8ICXRoFmvRGZxbyyMbkeBhQicgrZTrLE2EwmE5AQoQUAHMmvlrgaou7HgEJETsE8guIMDbJmCa2NskcLqiStg0gKDChE5BScZYnx+RLCOYJCrosBhYicgvkqxjH+zhNQBrZO8fxeUoumFoPE1RB1LwYUInJ4BqOI3ArTdXgcfRfZ84X7uMHPQ4UWg8hGWXI5DChE5PCKa5qgMxihlAsI1WqkLqfLCIKAgeZpngJO85BrYUAhIoeX0zq9E+nrDoXcuX6smVfyHM2vkrYQom7mXP+Sicgl5VSapneinGCDtgsNZKMsuSgGFCJyeGcqnK9B1sy81DirtA6NOjbKkutgQCEih2dukI3yc74RlGBvNQK91DAYRRwvqpG6HKJuw4BCRA7vTGtAiQlwvoAiCIJlPxT2oZArYUAhIocmiiJyW6d4ovycb4oHOLcfClfykCthQCEih1Zep0O9zgBBACL93KQuxybOreRhQCHXwYBCRA4tp3X0JEzrBrXC8a9i3J4BrVM8J8vqUN+sl7gaou7BgEJEDi2ntf8k2gmXGJsFeWkQqtVAFIFjhWyUJdfAgEJEDs08guLMAQU4fz+UKmkLIeomDChE5NDMm7RFO+EeKOez9KGwUZZcBAMKETk0yxJjZx9Bad2wjY2y5CoYUIjIoTn7EmMz8xTP6fJ61DS1SFwNke0xoBCRw6pubMHZBtMva2fvQfHzUCHC17SMOp3TPOQCGFCIyGGZt7gP8FTDQ62QuBrb434o5EoYUIjIYZ27SKBzj56YDQz3AcAdZck1MKAQkcMyLzGOcpGAYh5B4RQPuQIGFCJyWDmWFTzO3SBrNiDMFFByKhpQ3cBGWXJuDChE5LBcYRfZ82ndlZbpLO6HQs6OAYWIHFZOpXkXWdcYQQHO7YdypKBK0jqIbI0BhYgcUqPOgJKaZgCu0yQLAAnhXMlDroEBhYgcUt5Z0/SOl0YBH3eVxNV0n4ER5mvyMKCQc2NAISKHlNd6DZ5IX9cZPQGA/mHeAICCqkZU1DVLXA2R7XQqoLz33ntISEiAt7c3vL29kZycjI0bN1rub2pqwoIFC+Dv7w9PT0/MnDkTJSUlVs+Rm5uLKVOmwN3dHUFBQXjiiSeg1+u75tUQkcuwBBQ/N4kr6V5eGiV6Bpp6btgoS86sUwElIiICL730EtLS0rB//36MGzcON998M44dOwYAePzxx/H9999j7dq12L59OwoLCzFjxgzL4w0GA6ZMmQKdToddu3Zh5cqVWLFiBZ599tmufVVE5PTyzzYCcL0RFIB9KOQaOhVQpk2bhsmTJ6NPnz7o27cv/u///g+enp7YvXs3qqur8fHHH+P111/HuHHjkJiYiJSUFOzatQu7d+8GAPz00084fvw4PvvsMwwePBiTJk3CCy+8gOXLl0On09nkBRKRczL3oJivT+NKzq3kYUAh53XFPSgGgwFr1qxBfX09kpOTkZaWhpaWFowfP95yTFxcHKKiopCamgoASE1NxcCBAxEcHGw5ZuLEiaipqbGMwhARdUReZesIip8LjqBwR1lyAZ2+utbRo0eRnJyMpqYmeHp6Yt26dYiPj8ehQ4egUqng4+NjdXxwcDCKi4sBAMXFxVbhxHy/+b6LaW5uRnPzuWawmpqazpZNRE4m/6y5B8X1Akp8qDdkAlBU3YTS2iYEeWmkLomoy3V6BCU2NhaHDh3Cnj178OCDD2Lu3Lk4fvy4LWqzWLZsGbRareUrMjLSpucjIvtW3diCmiZTc324j+tN8XioFegV6AmAoyjkvDodUFQqFXr37o3ExEQsW7YMgwYNwltvvYWQkBDodDpUVVVZHV9SUoKQkBAAQEhISJtVPebvzce0Z/HixaiurrZ85eXldbZsInIi5hU8/h4qeKg7PRDsFLgfCjm7q94HxWg0orm5GYmJiVAqldiyZYvlvszMTOTm5iI5ORkAkJycjKNHj6K0tNRyzObNm+Ht7Y34+PiLnkOtVluWNpu/iMh1mad3IlxweseMK3nI2XXqT4/Fixdj0qRJiIqKQm1tLVavXo1t27Zh06ZN0Gq1mDdvHhYtWgQ/Pz94e3tj4cKFSE5OxsiRIwEAEyZMQHx8PGbPno1XXnkFxcXFePrpp7FgwQKo1WqbvEAicj7nlhi73vSOGVfykLPrVEApLS3FnDlzUFRUBK1Wi4SEBGzatAk33ngjAOCNN96ATCbDzJkz0dzcjIkTJ+Ldd9+1PF4ul2P9+vV48MEHkZycDA8PD8ydOxdLly7t2ldFRE7NPMUT4YJ7oJjFh3pDLhNQVtuMkpomBHuzUZacS6cCyscff3zJ+zUaDZYvX47ly5df9Jjo6Gj88MMPnTktEZGVPPMIiovtIns+N5UcfYI8caK4Fkfyq3FjPAMKORdei4eIHI5libELj6AAwEBLH0qVtIUQ2QADChE5FFEULZu0ueIusuczb9jGPhRyRgwoRORQKup1aGwxQBCAcBcPKOZG2aP51RBFUdpiiLoYAwoRORRzg2ywlwZqhVziaqQVF+IFhUxARb0OhdVNUpdD1KUYUIjIoeSzQdZCo5QjNsQLAPdDIefDgEJEDuXcVYxdu0HWzNIoW1AlbSFEXYwBhYgciuUqxi7ef2LGLe/JWTGgEJFD4Tb31hLCfQAARwvYKEvOhQGFiByKuQfF1ZcYm/UN8YRKLkNVQ4vlvSFyBgwoROQwjEYRBZbr8HAEBQDUCjniQlsbZbkfCjkRBhQichgltU3QGYyQywSEarm1u9mAcPahkPNhQCEih2Gewgjz0UAh548vswSu5CEnxH/hROQwLFcx9uH0zvnOX8nDRllyFgwoROQwLEuMuUmblb7BXlApZKht0iOnokHqcoi6BAMKETkMXsW4fUq5DPGh3gB44UByHgwoROQwzLvIRnIPlDbMVzZOZ0AhJ8GAQkQOwzzFwz1Q2jq3kqdK2kKIuggDChE5hBaDEUXV5h4UjqBc6NwISg2MRjbKkuNjQCEih1Bc3QSjCKgUMgR6qqUux+70DvSERilDXbMe2RX1UpdDdNUYUIjIIZxbYuwGmUyQuBr7o5DL0D+sdT8UbthGToABhYgcQh4vEnhZA7mjLDkRBhQicgj5lmvwsEH2YswBhSt5yBkwoBCRQzBP8bBB9uIsjbKF1TCwUZYcHAMKETmEvLNcYnw5PQM94a6So0FnwOmyOqnLIboqDChE5BAsIyjcRfai5DIBA8LYh0LOgQGFiOxeU4sBpbXNADjFcznmCwceZR8KOTgGFCKyewVVpukdd5Ucvu5KiauxbwkR3FGWnAMDChHZvfOndwSBe6BcinnL++NFNdAbjBJXQ3TlGFCIyO5Zlhj7sUH2cnr4e8BTrUBTixEn2ShLDowBhYjsnmWTNjbIXpZMJmBAuDcANsqSY2NAISK7l8+rGHdKQoQPAG55T46NAYWI7J55BIUreDrGsuU9V/KQA2NAISK7d26bewaUjjCv5MkoqoFOz0ZZckwMKERk1+qb9ais1wEAItgk2yFRfu7wcVdCpzfiRHGN1OUQXREGFCKya+bpHa2bEt4a7oHSEYIgYFBrH8rhvCpJayG6UgwoRGTXzA2yXGLcOYMifQAABxlQyEExoBCRXbM0yLL/pFOGtAYUjqCQo2JAISK7lsclxlfE3Ch7qqwe1Y0tEldD1HkMKERk17jE+Mr4e6oR1fqecT8UckQMKERk17jE+MqZ+1AO5Z2VthCiK8CAQkR2SxRF5Feat7nnFE9nDbYElCpJ6yC6EgwoRGS3qhtbUNusB8Dr8FyJwZGmPpRDedUQRVHiaog6hwGFiOyWeXonwFMNN5Vc4mocT/8wLRQyAeV1zSioapS6HKJOYUAhIruVV2lukOX0zpXQKOWIC/UCABzOY6MsORYGFCKyW+YVPJzeuXKD2ShLDooBhYjslnkPlEg2yF6xwZG+ADiCQo6HAYWI7FY+90C5auZG2aMF1dAbeGVjchwMKERkt/LOchfZq9UzwBNeagUaWwz4vaRO6nKIOowBhYjskiiK50ZQ2INyxWQyAQmW5cZV0hZD1AkMKERkl8rrdGhqMUIQgDAfjqBcjcG8cCA5IAYUIrJL5hU8od4aqBT8UXU1BkX4AOAICjkW/qsnIruUV8klxl3FPILye2kt6lp35iWydwwoRGSXzLvIRnCTtqsW5K1BmFYDUeSVjclxMKAQkV1ig2zXGhzlAwA4nF8laR1EHcWAQkR2ybxJG5cYdw1LH0pulaR1EHUUAwoR2aU8btLWpcx9KAfzzvLKxuQQGFCIyO4YjCIKW6++y4DSNRIifCCXCSipaUZhdZPU5RBdFgMKEdmdkpomtBhEKGQCQrw1UpfjFNxUcvQP8wYApOXwwoFk/xhQiMjumJcYh/m4QS4TJK7GeQyNMl048AADCjkABhQisjvma/BEcolxlxoa3RpQchlQyP4xoBCR3eESY9tIbA0oxwpr0KDjhm1k3xhQiMjumJcYs0G2a4VpNQjx1sBgFHGEG7aRnetUQFm2bBmGDx8OLy8vBAUFYfr06cjMzLQ6pqmpCQsWLIC/vz88PT0xc+ZMlJSUWB2Tm5uLKVOmwN3dHUFBQXjiiSeg1zPNE5GJeYkx90DpWoIgWEZR2ChL9q5TAWX79u1YsGABdu/ejc2bN6OlpQUTJkxAfX295ZjHH38c33//PdauXYvt27ejsLAQM2bMsNxvMBgwZcoU6HQ67Nq1CytXrsSKFSvw7LPPdt2rIiKHVmDe5p5TPF1uSOuOsmyUJXsniFexY09ZWRmCgoKwfft2jBkzBtXV1QgMDMTq1atx6623AgBOnDiBfv36ITU1FSNHjsTGjRsxdepUFBYWIjg4GADw/vvv46mnnkJZWRlUKtVlz1tTUwOtVovq6mp4e3tfaflEZId0eiNin9kIUQT2/uMGBHlxmXFXOph7Fre8uwu+7koceOZGCAJXSVH36czv76vqQamuNs1h+vn5AQDS0tLQ0tKC8ePHW46Ji4tDVFQUUlNTAQCpqakYOHCgJZwAwMSJE1FTU4Njx461e57m5mbU1NRYfRGRcyqsaoQoAhqlDIGeaqnLcTr9w7RQKWQ429CC7PL6yz+ASCJXHFCMRiMee+wxjB49GgMGDAAAFBcXQ6VSwcfHx+rY4OBgFBcXW445P5yY7zff155ly5ZBq9VaviIjI6+0bCKyc+f6T9z5170NqBQyDIrQAmAfCtm3Kw4oCxYsQHp6OtasWdOV9bRr8eLFqK6utnzl5eXZ/JxEJA3zCp4oruCxGe6HQo5AcSUPevjhh7F+/Xrs2LEDERERlttDQkKg0+lQVVVlNYpSUlKCkJAQyzF79+61ej7zKh/zMRdSq9VQqznUS+QKLBcJ5AoemzHvKMsRFLJnnRpBEUURDz/8MNatW4dffvkFPXr0sLo/MTERSqUSW7ZssdyWmZmJ3NxcJCcnAwCSk5Nx9OhRlJaWWo7ZvHkzvL29ER8ffzWvhYicQG4lr2Jsa+aA8ntJHaobWySuhqh9nRpBWbBgAVavXo1vv/0WXl5elp4RrVYLNzc3aLVazJs3D4sWLYKfnx+8vb2xcOFCJCcnY+TIkQCACRMmID4+HrNnz8Yrr7yC4uJiPP3001iwYAFHSYgI+ZXnelDINgK91Ij2d0dORQMO5VXhur6BUpdE1EanRlDee+89VFdXY+zYsQgNDbV8ffHFF5Zj3njjDUydOhUzZ87EmDFjEBISgq+//tpyv1wux/r16yGXy5GcnIw//vGPmDNnDpYuXdp1r4qIHJb5OjzsQbGtRE7zkJ3r1AhKR7ZM0Wg0WL58OZYvX37RY6Kjo/HDDz905tRE5ALqmvWorNcB4IUCbW1ItC++PljADdvIbvFaPERkN/Jap3d83JXw0iglrsa5mUdQDuaehd5glLgaorYYUIjIbpgDCq9ibHuxIV7wUitQrzMgo6hW6nKI2mBAISK7wf6T7iOXCRgWYxpF2XumUuJqiNpiQCEiu2EeQYlg/0m3GN7DdJmSvdkVEldC1BYDChHZjfyznOLpTkmtAWX/mbMdWgRB1J0YUIjIbnCTtu41MNwHaoUMFfU6nCrjhQPJvjCgEJFdEEWR1+HpZiqFDIMjfQAA+9iHQnaGAYWI7EJFvQ6NLQYIAhDmo5G6HJeRZOlDYUAh+8KAQkR2wdwgG+KtgVohl7ga1zGcAYXsFAMKEdmFXO6BIomhUb6QywQUVDWioKpR6nKILBhQiMgu5LfugcIG2e7loVZgQJg3AGAfR1HIjjCgEJFdsOwiyz1Qut3wmNZpHjbKkh1hQCEiu5DHPVAkM6K1D4UjKGRPGFCIyC6Ylxhziqf7mUdQskrrLFeTJpIaAwoRSU5vMFoaNDnF0/18PVToG+wJgNvek/1gQCEiyRVVN8FgFKGSyxDsxT1QpJDc0x8AkHqKAYXsAwMKEUnO3H8S4esGmUyQuBrXlNzLFFB2MaCQnWBAISLJ5bf2n0Sw/0QyST38IQimPpSy2mapyyFiQCEi6Z3bpI39J1Lx9VAhLsS0H8ru0xxFIekxoBCR5MxTPLxIoLQsfSgMKGQHGFCISHLnNmljQJHSqNY+lN3sQyE7wIBCRJLLM29zz03aJDWipx9kAnC6vB7F1U1Sl0MujgGFiCTVoNNbmjK5B4q0vDVKDAjXAgBST5dLXA25OgYUIpKUuUFW66aEj7tK4mqI+6GQvWBAISJJ5VSYAkqMP6d37MHIXmyUJfvAgEJEksqpqAcARPl7SFwJAabr8shlAvIqGy3Ny0RSYEAhIklxBMW+eKoVSIgw96FwFIWkw4BCRJIy96BwDxT7MbpXAABg50k2ypJ0GFCISFJnWqd4YgI4xWMvru1jCii/ZZXDaBQlroZcFQMKEUlGpzeioHUPlGiOoNiNIVG+cFfJUVGvw/GiGqnLIRfFgEJEkimoaoRRBNyUcgR6qaUuh1qpFDLLcuPfOM1DEmFAISLJmFfwRPu7QxAEiauh85mneX7NKpO4EnJVDChEJBnzCp5oruCxO9f0CQQA7DtzFo06g8TVkCtiQCEiyZwLKGyQtTe9Aj0QptVApzdi75lKqcshF8SAQkSSOX+Kh+yLIAi4tnUU5dffOc1D3Y8BhYgkk9O6B0q0H0dQ7NE15uXGbJQlCTCgEJEkjEbRskkbR1Ds0+jeARAE4ERxLUprmqQuh1wMAwoRSaK4pgk6vRFKuYBQrUbqcqgdfh4qDAw3bXv/axZHUah7MaAQkSTMO8hG+LpDIeePInt1TW8uNyZp8KcCEUkil0uMHcKYvqZG2e2/l8HAbe+pGzGgEJEkzjXIMqDYs8RoX3hpFDjb0IJDeVVSl0MuhAGFiCRxbokxV/DYM6VcZhlF2XqiVOJqyJUwoBCRJLiLrOMYFxsEAPiFAYW6EQMKEXU7URS5i6wDGRsbCEEAjhfVoLiay42pezCgEFG3q6zXoa5ZD0EAIv3cpC6HLsPfU41BET4AgK2ZHEWh7sGAQkTd7kzr6EmotwZqhVziaqgjxsVxmoe6FwMKEXW77HJTg2yPQE7vOApzQNl5shzNel7dmGyPAYWIul12eR0AoEcAA4qj6B/mjSAvNRp0Buw5zasbk+0xoBBRtztdZhpB6RngKXEl1FGCIOB6ruahbsSAQkTdjlM8jun68/pQRJG7ypJtMaAQUbcyGkVLQOnJKR6Hcm2fAKgUMuRWNuD3kjqpyyEnx4BCRN2qsLoRza1XMY7w5SZtjsRDrbBcPHDTsWKJqyFnx4BCRN3KPHoS7e8BuUyQuBrqrIn9gwEwoJDtMaAQUbcyN8hyBY9jGt8vGDIBOFZYg7zWCz4S2QIDChF1K0v/CRtkHZK/pxrDY/wAAD8dL5G4GnJmDChE1K1OlZmaK9kg67gm9g8BwGkesi0GFCLqVudGULgHiqOa0NqHsu9MJcrrmiWuhpwVAwoRdZumFgMKqhoBsAfFkUX4umNAuDdEEfiZ0zxkIwwoRNRtcioaIIqAl0YBfw+V1OXQVbiJ0zxkYwwoRNRtzNfg6RnoCUHgEmNHZu5D2XmyArVNLRJXQ86IAYWIus2pMu4g6yx6B3miZ6AHdAYjtmTw2jzU9TodUHbs2IFp06YhLCwMgiDgm2++sbpfFEU8++yzCA0NhZubG8aPH4+srCyrYyorKzFr1ix4e3vDx8cH8+bNQ10dt00mcnaWa/AwoDg8QRAwdWAoAOD7w4USV0POqNMBpb6+HoMGDcLy5cvbvf+VV17Bv//9b7z//vvYs2cPPDw8MHHiRDQ1NVmOmTVrFo4dO4bNmzdj/fr12LFjB+67774rfxVE5BAsS4y5B4pTmDYoDACwI6sMVQ06iashZ6Po7AMmTZqESZMmtXufKIp488038fTTT+Pmm28GAHzyyScIDg7GN998gzvvvBMZGRn48ccfsW/fPgwbNgwA8Pbbb2Py5Ml47bXXEBYWdhUvh4jslSiKONl6gbm+wV4SV0NdoU+wF+JCvHCiuBY/phfjzhFRUpdETqRLe1Cys7NRXFyM8ePHW27TarVISkpCamoqACA1NRU+Pj6WcAIA48ePh0wmw549e7qyHCKyIyU1zaht1kMuExDjzxEUZ2EeRfn+CKd5qGt1aUApLjYtNwsODra6PTg42HJfcXExgoKCrO5XKBTw8/OzHHOh5uZm1NTUWH0RkWPJKq0FAMT4u0OlYH++s/hDa0BJPVWB0tqmyxxN1HEO8VNi2bJl0Gq1lq/IyEipSyKiTspqnd7pE8TpHWcS6eeOwZE+MIrAD0eKpC6HnEiXBpSQENO6+JIS650FS0pKLPeFhISgtNR6SZper0dlZaXlmAstXrwY1dXVlq+8vLyuLJuIukFWaWtACeYW987GPIryHVfzUBfq0oDSo0cPhISEYMuWLZbbampqsGfPHiQnJwMAkpOTUVVVhbS0NMsxv/zyC4xGI5KSktp9XrVaDW9vb6svInIsJ1uneHoHMaA4mykJoRAE4EBuFfIqG6Quh5xEpwNKXV0dDh06hEOHDgEwNcYeOnQIubm5EAQBjz32GF588UV89913OHr0KObMmYOwsDBMnz4dANCvXz/cdNNNmD9/Pvbu3YudO3fi4Ycfxp133skVPEROShRF/M4pHqcV7K3ByB7+ADiKQl2n0wFl//79GDJkCIYMGQIAWLRoEYYMGYJnn30WAPDkk09i4cKFuO+++zB8+HDU1dXhxx9/hEajsTzHqlWrEBcXhxtuuAGTJ0/GNddcg//85z9d9JKIyN6U1+lQ3dgCmcA9UJzV9CGmPzD/dyAfoihKXA05A0F0wE9STU0NtFotqqurOd1D5AB2nSrH3R/uQYy/O7Y9cb3U5ZAN1Da1YMT/bUFjiwH/e3AUEqN9pS6J7FBnfn87xCoeInJs5hU8vTm947S8NEpMGmha6PBVGhcy0NVjQCEimzPvgcIVPM7ttkTTFhDfHy5Cg04vcTXk6BhQiMjmzu2BwoDizJJ6+CHSzw11zXr8mN7+xptEHcWAQkQ2d7KUK3hcgUwmWEZR1u7Pl7gacnQMKERkU5X1OlTUm6502yuIK3ic3czECAgCkHq6gnui0FVhQCEimzpRbLp2VqSfG9xVnb6AOjmYcB83jO4VAAD4Ko2jKHTlGFCIyKYyikwNsv1CuCWAq7htWAQAYO3+PBiMDreTBdkJBhQisqmMItMISr9QBhRXMbF/CHzdlSisbsIvJ0ov/wCidjCgEJFNMaC4Ho1SjtuHm5plP92dI3E15KgYUIjIZloMRssS43gGFJcya0Q0BAHY8XsZzpTXS10OOSAGFCKymVNlddAZjPBUKxDh6yZ1OdSNovzdMbZvIABg1R6OolDnMaAQkc2Yp3fiQrwgkwkSV0PdbXZyNADgy/35aGoxSFwNORoGFCKyGfMKnvgwTu+4ouv6BiHC1w3VjS1Yd7BA6nLIwTCgEJHNsEHWtcllAu4ZFQMA+OjX0zByyTF1AgMKEdkMAwrdMTwSXmoFTpXVY/vvZVKXQw6EAYWIbKK0tgnldTrIBCA2mNfgcVVeGiXuHGFacvzhr6clroYcCQMKEdmEuf8kJsADbiq5xNWQlO4Z3QNymYBdpypwrLBa6nLIQTCgEJFNcHqHzMJ93DB5YCgA4MMdHEWhjmFAISKbOFZoCijcoI0A4P4xPQEA3x0u5MZt1CEMKERkE0fyqwAACRFaaQshuzAgXIvrYwNhFIF3t52UuhxyAAwoRNTlqhp0yKloAAAkhPtIWwzZjYfH9QEAfH2gAHmVDRJXQ/aOAYWIutyRfFMjZIy/O7TuSomrIXuRGO2L0b39oTeKeH/7KanLITvHgEJEXe7c9I6PpHWQ/VnYOoqydn8+CqoaJa6G7BkDChF1ucOtIyjsP6ELjezpj5E9/aAzGPHWz79LXQ7ZMQYUIupyHEGhS3nypjgAwFdp+ThZWitxNWSvGFCIqEuV1DShpKYZMgEYEM4lxtTW0ChfTIgPhlEEXtvEURRqHwMKEXWpg7lnAQB9g73grlJIXA3Zq79OjIVMAH48Vmz5zBCdjwGFiLpUWo7pl83QaF+JKyF71jfYCzOGRgAA/m9DBkSRVzomawwoRNSl9rcGlGEMKHQZf5nQF25KOfbnnMV3hwulLofsDAMKEXWZphYD0gtMK3iGRftJXA3Zu1CtGxZc3wsAsOyHE6hv1ktcEdkTBhQi6jJH8qvRYhAR6KVGpJ+b1OWQA/jztT0R6eeG4pomboFPVhhQiKjL7M+pBGCa3hEEQeJqyBFolHI8PSUeAPDhjmycLK2TuCKyFwwoRNRl0s6Y+k8S2X9CnTAhPhhjYwOhMxjx96+PwmhkwywxoDis02V1uOnNHXjqqyPsfie7YDCK2HemdQQlhv0n1HGCIODF6QPgrpJj75lKfL4vV+qSyA4woDioj37LxoniWnyxPw9nKnhVUJJeekE1apr08FIrMCCMG7RR50T4uuOJibEAgJd+OIHi6iaJKyKpMaA4qN2nKyz/bf6rlUhKO0+VAwCSevpDIeePFuq8OckxGBzpg9pmPZ746jCnelwcf4o4oLpmPbLL6y3f51TUX+Joou6x66QpNF/T21/iSshRyWUCXrttEDRKGX7NKseKXWekLokkxIDigI4X1uD8tpMcTvGQxJpaDJaRvNG9AySuhhxZ7yBP/KN1Vc9LP57AieIaiSsiqTCgOCDzlWLNSmubpSmEqNWB3LNo1hsR5KVG7yBPqcshB/fHpCjcEBcEnd6IRz4/iAYdN3BzRQwoDuhwvmmnzmta/1KtrNdJWQ4Rfssy9Z+M6uXP/U/oqgmCgJdvTUCglxq/l9Rh8ddHuVrRBTGgOKBDeaa9JsbFBQEAKuo4guIqCqoasf33Mnx/uBDbMkuRU1FvFz+4t2SUAgCub/1MEl2tAE81lt89FHKZgG8PFeKT1BypS6JuxmuhO5ii6kbkVTYCAMbGBmLpeqCqsQUGowi5jH+5OqPS2ias2ZuHr9LykVvZtt8oxt8dNw8Ox72je0Drruz2+vIqG5BZUgu5TMDYvgwo1HVG9PDD3yf3wwvrj+OF9ccRF+KFpJ5swnYVHEFxIKv35CJ52S8AgOExvojyc4cgAKIInG3gNI+zadQZ8Prm3zHmla14ffPvyK1sgFwmIDbYC0k9/BAX4gWVQoYzFQ14a0sWrnnlF6TszO72pZk/Z5QAMH0mpQhI5NzuHR2DaYPCoDeKuO/TNJwq41b4roIjKA6isl6H574/BgDwUivwxMQ4KOQy+LgpcbahBRV1OgR4qiWukrrKwdyzePyLQ5ZN+AZF+uDe0TG4oV8wPNXn/tnWN+vxc0YJ3t16CpkltXj+++P45UQp3rxjMPy76fNgDijj+wV3y/nItQiCgFdvTUD+2QYczK3Cn1L2Yd1Do7rt803SYUBxEDtPlkOnN6JHgAc2PnotNEo5AMDPQ2UKKPXNALykLdKBVDXosC2zDIfzq1DfrIePuwoDwrUYGxsIb420owCf7c7Bku+OwWAUEeKtwbPT4jFpQEi7zaceagVuHhyOqQlhWL0nB//3QwZ+zSrHLe/uQsqfhqNXoG1X1FQ3tmDPadPy4hsYUMhGNEo5PpwzDDPe3YXcygbcu2IfPvtzErwk/rdKtsWA4iAO51UBAK7rG2gJJwDg76HGqbJ6ruTpoMp6Hd7+JQurdudCZzC2ud9dJcdtiRF45IY+3f4XmtEo4qUfT+A/O04DAKYkhOKf0wd2aNpELhMwOzkGI3v6496V+5Bb2YBb39uFz+8bibgQ2207/2N6EfRGEbHBXugR4GGz8xAFeKqR8qfhuPW9XTicX417V+zDyntHwF3FX2POij0oDiKzpBYAEBtiPUri56ECwKXGHbEtsxTjX9+OlJ1noDMY0TfYE/Ou6YEnJsZiTnI0egV6oEFnwMrUHIz713as3Z/XbStkmloMWLD6gCWc/HVCX7xz15BO93T0CfbCuodGIyFCi7MNLZj14R5ktX52bOHrAwUAgOlDwm12DiKzXoGe+HReErw0Cuw7cxbzP9mPRp1B6rLIRhg97URZbTNaDEaE+bi1e795t9ieF/yV6uth+gV2tr7FtgU6MFEU8e62U3h1UyYAIDbYC09P7Ydr+wS2OW7XqQq8uCEDGUU1eOKrI9iTXYkXbh4AN5W8vafuEuV1zZj/yX4czK2CSi7Dq7cl4ObBV/4LP8BTjU/vTcLdH+3GscIa3P3RHqy9PxkxXTzCUVDViD3ZpumdmweHdelzE13MgHAtVvxpBGZ/vAc7T1ZgbspefDx3GKd7nBBHUOxAVkktxryyFWNf3Yb97Vz4z2gULVf2vDDA+LibRlC4iqd9oihi2cYTlnAye2Q0vn14dJtwApia8Ub3DsD3D4/GXyf0hUwAvkrLx4z3diGvneW9XeFUWR1mvLsLB3OroHVT4tN5I64qnJhp3ZX4bF4S4kK8UFbbjHtS9nb5KNu3h0yjJyN7+l00WBPZQmK0L1beOwJeagX2Zlfirg93cz8oJ8SAYgdW7clFY4sBOoMRT3+TDsMFy0Qr6nXQGYwQBCBEq7G6z7d1CqCKAaUNg1HE4q+PWqZNnp7SDy9MH2DVw9MehVyGh8f1wWfzkhDgqUJGUQ3+8M5vVleQ7gp7TldYmv6i/Nzx9UOjunSPB18PFT6dl4RwHzecqWjAfZ/sR1NL1wyHG4wivtiXBwC4hdM7JIHhMX74/L6R8PNQIb2gBre8u8um05nU/RhQ7MDxwnMXwzpRXIuUndlW95tHTwI91VBecBn7cyMonOI5n05vxCNrDmLNvjzIBOCVmQn487U9O/Uco3oHYP3Cay39HH/8aA9W7ema3Sy/PpCP2R/vRXVjC4ZE+WDdQ6NssuIm0EuNFX8aDi+NAvtzzuKJr450yT4pWzJKkFPRAG+NAlMTOL1D0hgQrsWX9ycjwtcNuZUNuOXdXdh6olTqsqiLMKDYgTMV9QCAmUMjAAAvbsjA8617ngBAYbVp59jQdobRfVsDCkdQzqlv1mP+J/ux4UgRlHIB79w9FLcPj7yi5wrRavDl/cn4Q+tGUf9Yl45nv01HSzsrgDpCbzBi6ffHsejLw9AZjJg0IASfzx9p0xVDfYK98MEfE6GUC/j+cCFe+ynzqp/z499MIfrupGh4qNnKRtLpHeSJbxeMxogefqhr1uPelfvw3rZT3b5hIXU9BhSJ1TfrLVcjfnpKPzxwXS8AQMrOMzhWaLooYFGVKaCEXTC9AwA+5imeRo6gAKbVTHd/tAfbfy+DW+veCZMHhl7Vc2qUcrx152A8MTEWggB8kpqDOR/vRUlNU6eep7CqEbM/3ov/to6QLRzXG8vvHnrZKaeuMKp3AJbNSAAAvLvtFFbvyb3i5zqaX4092ZVQyATMHRXdVSUSXTF/TzU+m5eEu0ZEQhSBl388gbkpe1HayX+jZF8YUCRmXp3j666Er4cKf5sUh0kDQgAAG48WAwCKWqd4Luw/MT8OAM5ymTGOF9Zg5nu7cDivCj7uSqyan4SxsV1zbRhBELDg+t74z+xh8FDJkXq6Aje+vh1f7Mtt0zN0Ib3BiM9252DiGzuQeroCHio53v/jUPxlQixk3Xj9pFsTI/DoDX0AAE9/cxSbj5d0+jlEUcRLP2YAAKYmhCJUy+ZYsg8qhQz/vGUg/nnLQGiUMvyaVY6Jb+7AT8eKpS6NrhADio2Joogj+VXIP9v+KpCc1umdaP9zS0Cv6RMAADjUujmbOaCEtfPLwNyDUtOkh/4Kpx3sSU5FPb49VIAVO7Px6e4cbD5egtNldZcMAY06A5ZvPYnp7+5Ednk9wn3c8NUDozA0yrfL67sxPhjfPnwNEiK0qGnS46n/HcWkt3Zg1Z6cNiGxtLYJKTuzMeGNHXj6m3TUNusxONIH3y28BjcNuLpRnSv12Pg+uH1YBIwi8PDqA0jLabtq7FK2ZJRi58kKqBQy/GVCrI2qJLoygiDg7qQorF94DeJDvXG2oQX3fZqGBasPWHr5yHFw8tjGUnaewdL1xyGXCXjzjsGYNsi6odB8rZXzd+EcHOkDwLR7rNEoosjSg9LOFI/bubX/1Y0tDnl9Cp3eiK8P5OPDX0/jVFl9u8e4KeXoG+KF+FAvxIV4I8rfHTWNLUjLOYsfjhajvHWJ4Q1xQXj1tkGWDexsoXeQJ/734Cis2HkG72w9id9L6vCPden4x7p0hPu4wUMtR02jHsXnDS/7eaiwcFxvzB4ZDYVcur8LBEHAP28ZiPI6HX45UYo/pZi2DE+I8LnsYxt1BvzfD6bRk3nX9ECkn7uNqyW6Mr2DvLBuwSi8/tPv+PDX09hwpAjbM8vw+I19MTdZ2n+D1HEMKFfp09QzeH/7adydFIWHxvayul5KaU2TZf8Ng1HEixuOY3y/YKtNv86Um0dQzv2wjw32gkYpQ22zHqfL61FYZfpF195wukIug5dGgdomPc422DagpOVU4rPdudh3phLVjS0I07phfHwQZg6NQM8rXIFyKK8Ki748hNOtwUQhEzAo0gch3hq0GIworG7EydI6NLYYcDivyrLl/4Ui/dzw+Pi+uGVIeLvXrOlqSrkM88f0xO3DIvHl/jz870A+ThTXoqC1XwgABAEYEKbFrYkRmDE03G42klLIZXjn7iGY/fFepOWcxayP9iDlnuEYFuN30ceIoojnvz+G7PJ6BHur8dDYXt1YMVHnqRVyLJ7cD38YHIanv0nHwdwqvLD+OD7bnYPHb+yLqQNDu3WKlTqPAeUqHMmvwjPfmlbbvLopEyHeGsxMjLDc/93hQjS2GBAX4oWaxhYUVjdhY3oRZgw9d4x5BU/MeVM8CrkMsSHeOJxXhWOF1Za/xCN925/v93VXobZJb7OVPGW1zXhxw3F8e6jQ6vbMplpkltSaAtqIKCy6sS98Ozhy0WIw4u1fTmL51pMwGEUEeKrxwHU9ccfwyDa/yA1GEWcq6nGiqBYZRTXIKKpBQVUjtG5K9Az0xA1xQRjTNxAqRff/VaR1V2L+mJ6YP6YnqhtakFVaC53eCLVSjtgQL6srD9sTd5UCK+8dgXtT9mHvmUrc/eEeLL25P+4YHtkm4ImiiLd/OYk1+/IgCMC/bhtsN2GL6HL6h2nxvwdGYc2+PLz2Uyayy+vxyOcH8e7Wk3jkhj6YEB/MERU7ZZ8/PR1EekGN1ffvbT+FW4aEW1L5+iNFAIC7RkShsl6Ht7ZkYf0R64BibpK9cBvy2GBPHM6rwvbfy2AwilDJZQi4yOiIr7sSuZUX3wulpqkF5bXNCNFqOn1hrX1nKrFg1QGU1jZDEIBbh0bglqHhCPJS43hRLb4+kI9tmWX4dHcOfjhahGenxeMPg8IuOYpxsrQWj39xGEcLTKuUbh4chqV/GHDR687IZQJ6BXqiV6AnpiRI07vREVp35SVHIeyNp1qBFfcOx6IvDuPHY8X429dHsf5IEf42KQ4DwrUATHvwvPLjCXx90LRr7D8m97P0SBE5CpnM1Jvyh8FhSPktG//59TROFNfioVUHEO7jhntGxeD24ZHQujF42xMGlKtQ3NobMn1wGLacKMXJ0jrsPFWOa/sEIq+yAYfyqiATgEkDQ1DT2IK3tmRhx+9lqGrQwcddhfrmc30KMf7W8/mxrVegNW86FO7rdtHhyIttd19U3YjnvzuOTceLIYqAUi5gQnwIHh7XG/1CL32FW1EU8d+dZ7DshwzojSL6BHni9dsHY2CE1nJM7yAv/GFQGHadKsdz3x3D7yV1eHTNIXxzsABLbx7QpkehqcWA97efwrtbT0FnMELrpsSL0we06cuh7uOuUuDdWUPx3vZTeOvnLPx2shxT3/4NQV5qeKgVOFNRD1EEZALw98n9Or3ZHZE98VQrsPCGPpidHI3//paNz/bkoqCqEf/3QwZe+ykTE/qHYMbQcFzbO4CjKnaAAeUqFLZ2hfcJ9oKnRoHPdudi3YECXNsnEBuOmkZPknr4I8hLgyAvDeJCvHCiuBabjhXjjuFROFFsGoEJ9lZbQoZZbLDpqsXmUZHwS1zrpL3t7rPL63HXf3ZbApCHSo56nQEbjhZhw9EizBgSjidvimt36XJdsx5P/e8INrSOAE0bFIaXZgy86IZco3qZdlx9f/spvPPLSWzNLMPY17ZhQnwwxvQNhLtKjiP51fjfgXxUtb6e62MD8dLMBAR7tz0/dS+ZzLSEelpCGF77KRM/pheb9uZp3Z9nRIwfnpoUh8Torl8VRSQFH3cVFk2IxUPX98Y3BwuQsvMMMktq8f3hQnx/uBABnipcHxuEG/oF45o+AXY7Vevs+K5fBcvqGq0Gyb388dnuXGxML8aSP7RY+jXOn5KYNigMJ4oz8f3hItwxPAoHc6sAmOZIL9Q3xLrp9FIBJaj1l3zBWVM9NU0t+FPKXhTXNKFPkCfeuXso+gZ7IqOoFu9uO4n1R4rw9cECbEwvxpxR0bh9WCR6BnigrlmP7w4X4o3NWSiva4ZCJuCZqfGYkxx92cZTlUKGR27og8kDQ/H898fwa1Y5NqYXY2O69R4E4T5uWDw5DlMGhnZLMyt1XJS/O/591xA06PTILDb10sQEeDBEktPSKOW4c0QU7hgeiaMF1fj6QAG+O1yI8jod1qblY21aPlRyGQZGaDEs2heJrV+OuFrSEUkaUJYvX45XX30VxcXFGDRoEN5++22MGDFCypI6pajq3AZqQyJ9EBvshcySWvx17WFkFNVArZBhynm7mE5LCMOrmzKx61Q5yuuasf33MgDAqF5tLxAX6KmGn4fKcgXaviFeF63DPNqSUVwLUTRtx36mogHhPm5YPX8kAr1M/5jiw7zxzt1DMf/aKixdfxxpOWfxwfbT+GD7aWiUMjTrjRBbtxuJ9nfH67cPQmJ053oqegd54tN5SThRXINvDhYio6gGOr0RkX5uGN8vGDf0C4acnfN2zV2lwBAb7CFDZK8EQUBChA8SInzwjyn9sDe7ElsySrHlhOmaU2k5Z5GWc9ZyfKhWgz7BXogN9kSfYC9E+7kjzMcNwd4aSZr1nZVkAeWLL77AokWL8P777yMpKQlvvvkmJk6ciMzMTAQFdc3un13NaBRRr9OjQWdAo85gtYGaIAi495oYPPW/czt03jIk3GpVS5S/OwZFaHE4vxqfpuZgb7Zpk6zr+ga2OZcgCBge44tNx0zPZd4bpT1xoa0BpbAGq/bk4vvDhZDLBLxz9xBLODnfoEgffPVAMn46XoI1e3OxI6scTS2mTd56BHjgjyOjMXtk9FX9Q4sL8cbfJl26z4WIyN4o5TKM7h2A0b0D8MzUfsitbMC+M2eRllOJ/WfOIqu0DkXVTSiqbsKO1j8yzQQBCPBUI0yrga+HClo3pdWXt0YJtVIGlVwGlUIGtUIOlcL03/LzRpRFWG9MKYqAQRTRojdCZzCixWCETi+a/lvf+r3BCF3r/U0tRjTrDWhuMaJZ3/rfemPr96b/lgsCro8LxNxRMVArbH+5jSshiKIoyRWVkpKSMHz4cLzzzjsAAKPRiMjISCxcuBB/+9vfLvnYmpoaaLVaVFdXw9u7634J1jfrcbZBB6MRMIqi6QNhMOL3kjpsySjB1hOlqGnSt3nciRdugkYpR4vBiPmf7Me2zDJE+bnj8/tGtpma+Wx3Dp7+Jt3yfZ8gT/z0+Jh2pzvSciox97/7MCTKB5/cO+KiUyJ6gxFjXtlq6YkBgCcmxmLB9b079LqbWgworWmGp0Zh0w3OiIgcXU1TC7JKapFZXIffS2qRVVqLgrONKKxugk7veLt5xwZ74R9T+iHC1w1ymQCZIMD8q8ZDpejw1hEd1Znf35IEFJ1OB3d3d3z11VeYPn265fa5c+eiqqoK3377rdXxzc3NaG5utnxfU1ODyMjILg8oF4aHi5EJpmFwhVzApAGhWDZjoOW+FoMRu09XYHCkT7t7RRiMIm7/INUyXPjRnGEYHx980XPp9EbIBFy2o3zFzmw89/1xAKZelzfvGMypFCKibiKKIirrdSisakJRdSOqGltQ09iCqoYWVDeavmqbWiwjHc361hGP1v++8FfxhX+QymSASi6DsnX0xfzfSoV5REaAUi6DunVkRq2QQa08778VMqiVcsv9ZbVNePuXk6i4xHXc7k6Kwj9vGXjR+69EZwKKJFM85eXlMBgMCA62/sUcHByMEydOtDl+2bJleP75521el6r1f65cJkDemiLlMgHhvm64pncgxvcLwoBwLdQK2UVHM5RyGa7t03bKxkwuE/Dfe4bj+8OF6BvshRE9Lt3j0dFpljnJMegd5AWZDBjZw587JBIRdSNBEODvqYa/p9pqOwZ7NnVQGP71Uya2nihDvU4Po9E0c2DOSkqJf49IMoJSWFiI8PBw7Nq1C8nJyZbbn3zySWzfvh179uyxOr67RlCIiIjIdux+BCUgIAByuRwlJdaXey8pKUFISEib49VqNdRqLusiIiJyFZKsh1KpVEhMTMSWLVsstxmNRmzZssVqRIWIiIhck2TLjBctWoS5c+di2LBhGDFiBN58803U19fjT3/6k1QlERERkZ2QLKDccccdKCsrw7PPPovi4mIMHjwYP/74Y5vGWSIiInI9ku2DcjVstQ8KERER2U5nfn9zT14iIiKyOwwoREREZHcYUIiIiMjuMKAQERGR3WFAISIiIrvDgEJERER2hwGFiIiI7A4DChEREdkdBhQiIiKyO5JtdX81zJvf1tTUSFwJERERdZT593ZHNrF3yIBSW1sLAIiMjJS4EiIiIuqs2tpaaLXaSx7jkNfiMRqNKCwshJeXFwRBkLqcy6qpqUFkZCTy8vJ47SDw/bgQ3w9rfD+s8f2wxvfDmqO9H6Ioora2FmFhYZDJLt1l4pAjKDKZDBEREVKX0Wne3t4O8QHqLnw/rPH9sMb3wxrfD2t8P6w50vtxuZETMzbJEhERkd1hQCEiIiK7w4DSDdRqNZYsWQK1Wi11KXaB74c1vh/W+H5Y4/thje+HNWd+PxyySZaIiIicG0dQiIiIyO4woBAREZHdYUAhIiIiu8OAQkRERHaHAcUGtm3bBkEQ2v3at2/fRR83duzYNsc/8MAD3Vi57cTExLR5bS+99NIlH9PU1IQFCxbA398fnp6emDlzJkpKSrqpYts5c+YM5s2bhx49esDNzQ29evXCkiVLoNPpLvk4Z/p8LF++HDExMdBoNEhKSsLevXsvefzatWsRFxcHjUaDgQMH4ocffuimSm1r2bJlGD58OLy8vBAUFITp06cjMzPzko9ZsWJFm8+BRqPppopt67nnnmvz2uLi4i75GGf9bADt/9wUBAELFixo93hn+2w45E6y9m7UqFEoKiqyuu2ZZ57Bli1bMGzYsEs+dv78+Vi6dKnle3d3d5vUKIWlS5di/vz5lu+9vLwuefzjjz+ODRs2YO3atdBqtXj44YcxY8YM7Ny509al2tSJEydgNBrxwQcfoHfv3khPT8f8+fNRX1+P11577ZKPdYbPxxdffIFFixbh/fffR1JSEt58801MnDgRmZmZCAoKanP8rl27cNddd2HZsmWYOnUqVq9ejenTp+PAgQMYMGCABK+g62zfvh0LFizA8OHDodfr8fe//x0TJkzA8ePH4eHhcdHHeXt7WwUZR7jkR0f1798fP//8s+V7heLiv6ac+bMBAPv27YPBYLB8n56ejhtvvBG33XbbRR/jVJ8NkWxOp9OJgYGB4tKlSy953HXXXSc++uij3VNUN4uOjhbfeOONDh9fVVUlKpVKce3atZbbMjIyRABiamqqDSqU1iuvvCL26NHjksc4y+djxIgR4oIFCyzfGwwGMSwsTFy2bFm7x99+++3ilClTrG5LSkoS77//fpvWKYXS0lIRgLh9+/aLHpOSkiJqtdruK6obLVmyRBw0aFCHj3elz4YoiuKjjz4q9urVSzQaje3e72yfDU7xdIPvvvsOFRUV+NOf/nTZY1etWoWAgAAMGDAAixcvRkNDQzdU2D1eeukl+Pv7Y8iQIXj11Veh1+svemxaWhpaWlowfvx4y21xcXGIiopCampqd5Tbraqrq+Hn53fZ4xz986HT6ZCWlmb1/1Umk2H8+PEX/f+amppqdTwATJw40Wk/BwAu+1moq6tDdHQ0IiMjcfPNN+PYsWPdUV63yMrKQlhYGHr27IlZs2YhNzf3ose60mdDp9Phs88+w7333nvJURFn+mxwiqcbfPzxx5g4ceJlL3B49913Izo6GmFhYThy5AieeuopZGZm4uuvv+6mSm3nkUcewdChQ+Hn54ddu3Zh8eLFKCoqwuuvv97u8cXFxVCpVPDx8bG6PTg4GMXFxd1Qcfc5efIk3n777ctO7zjD56O8vBwGgwHBwcFWtwcHB+PEiRPtPqa4uLjd453tc2A0GvHYY49h9OjRl5yeiI2NxX//+18kJCSguroar732GkaNGoVjx4455EVUz5eUlIQVK1YgNjYWRUVFeP7553HttdciPT293SlhV/lsAMA333yDqqoq3HPPPRc9xuk+G1IP4TiSp556SgRwya+MjAyrx+Tl5YkymUz86quvOn2+LVu2iADEkydPdtVL6FJX8n6Yffzxx6JCoRCbmpravX/VqlWiSqVqc/vw4cPFJ598sktfR1e5kvcjPz9f7NWrlzhv3rxOn8/ePx/tKSgoEAGIu3btsrr9iSeeEEeMGNHuY5RKpbh69Wqr25YvXy4GBQXZrE4pPPDAA2J0dLSYl5fXqcfpdDqxV69e4tNPP22jyqRz9uxZ0dvbW/zoo4/avd9VPhuiKIoTJkwQp06d2qnHOPpngyMonfCXv/zlkukVAHr27Gn1fUpKCvz9/fGHP/yh0+dLSkoCYPoLu1evXp1+vK1dyfthlpSUBL1ejzNnziA2NrbN/SEhIdDpdKiqqrIaRSkpKUFISMjVlG0znX0/CgsLcf3112PUqFH4z3/+0+nz2fvnoz0BAQGQy+VtVmNd6v9rSEhIp453RA8//DDWr1+PHTt2dPovXaVSiSFDhuDkyZM2qk46Pj4+6Nu370Vfmyt8NgAgJycHP//8c6dHSx39s8GA0gmBgYEIDAzs8PGiKCIlJQVz5syBUqns9PkOHToEAAgNDe30Y7tDZ9+P8x06dAgymazdVRsAkJiYCKVSiS1btmDmzJkAgMzMTOTm5iI5OfmKa7alzrwfBQUFuP7665GYmIiUlBTIZJ1vB7P3z0d7VCoVEhMTsWXLFkyfPh2AaWpjy5YtePjhh9t9THJyMrZs2YLHHnvMctvmzZvt9nPQGaIoYuHChVi3bh22bduGHj16dPo5DAYDjh49ismTJ9ugQmnV1dXh1KlTmD17drv3O/Nn43wpKSkICgrClClTOvU4h/9sSD2E48x+/vnni05z5Ofni7GxseKePXtEURTFkydPikuXLhX3798vZmdni99++63Ys2dPccyYMd1ddpfbtWuX+MYbb4iHDh0ST506JX722WdiYGCgOGfOHMsxF74fomga8o6KihJ/+eUXcf/+/WJycrKYnJwsxUvoUvn5+WLv3r3FG264QczPzxeLioosX+cf46yfjzVr1ohqtVpcsWKFePz4cfG+++4TfXx8xOLiYlEURXH27Nni3/72N8vxO3fuFBUKhfjaa6+JGRkZ4pIlS0SlUikePXpUqpfQZR588EFRq9WK27Zts/ocNDQ0WI658P14/vnnxU2bNomnTp0S09LSxDvvvFPUaDTisWPHpHgJXeovf/mLuG3bNjE7O1vcuXOnOH78eDEgIEAsLS0VRdG1PhtmBoNBjIqKEp966qk29zn7Z4MBxYbuuusucdSoUe3el52dLQIQt27dKoqiKObm5opjxowR/fz8RLVaLfbu3Vt84oknxOrq6m6s2DbS0tLEpKQkUavVihqNRuzXr5/4z3/+06r/5ML3QxRFsbGxUXzooYdEX19f0d3dXbzlllusfok7qpSUlIv2qJg5++fj7bffFqOiokSVSiWOGDFC3L17t+W+6667Tpw7d67V8V9++aXYt29fUaVSif379xc3bNjQzRXbxsU+BykpKZZjLnw/HnvsMct7FxwcLE6ePFk8cOBA9xdvA3fccYcYGhoqqlQqMTw8XLzjjjuseqxc6bNhtmnTJhGAmJmZ2eY+Z/9sCKIoit0+bENERER0CdwHhYiIiOwOAwoRERHZHQYUIiIisjsMKERERGR3GFCIiIjI7jCgEBERkd1hQCEiIiK7w4BCRDbx3HPPYfDgwZc85syZMxAEwbJtv63cc889EAQBgiDgm2++sem5AGDs2LGW89n6tRE5K27URkQ2UVdXh+bmZvj7+wMwhYSqqiqrgGAwGFBWVoaAgAAoFLa7NNg999yDkpISpKSkwNfXF2q12mbnAoDKykqcOnUKI0aMwMGDBy8b1IioLV4skIhswtPTE56enpc8Ri6Xd9uVZ9Vqdbedy8/PDzU1Nd1yLiJnxSkeIidgniq58Gvs2LEXfYwgCHjvvfcwadIkuLm5oWfPnvjqq6+sjjl69CjGjRsHNzc3+Pv747777kNdXZ3l/m3btmHEiBHw8PCAj48PRo8ejZycHADWUzzPPfccVq5ciW+//dZS27Zt29qd4tm+fTtGjBgBtVqN0NBQ/O1vf4Ner7fcP3bsWDzyyCN48skn4efnh5CQEDz33HOdfs+2bdsGQRBQVVVlue3QoUMQBAFnzpwBAKxYsQI+Pj5Yv349YmNj4e7ujltvvRUNDQ1YuXIlYmJi4Ovri0ceeQQGg6HTNRDRxTGgEDmByMhIFBUVWb4OHjwIf39/jBkz5pKPe+aZZzBz5kwcPnwYs2bNwp133omMjAwAQH19PSZOnAhfX1/s27cPa9euxc8//4yHH34YAKDX6zF9+nRcd911OHLkCFJTU3HfffdBEIQ25/nrX/+K22+/HTfddJOlxlGjRrU5rqCgAJMnT8bw4cNx+PBhvPfee/j444/x4osvWh23cuVKeHh4YM+ePXjllVewdOlSbN68+UrfvktqaGjAv//9b6xZswY//vgjtm3bhltuuQU//PADfvjhB3z66af44IMP2oQ7Iro6nOIhcgLnT5U0NTVh+vTpSE5OvuzIwm233YY///nPAIAXXngBmzdvxttvv413330Xq1evRlNTEz755BN4eHgAAN555x1MmzYNL7/8MpRKJaqrqzF16lT06tULANCvX792z+Pp6Qk3Nzc0Nzdfcprl3XffRWRkJN555x0IgoC4uDgUFhbiqaeewrPPPguZzPQ3VUJCApYsWQIA6NOnD9555x1s2bIFN954Y8fftA5qaWnBe++9Z3mNt956Kz799FOUlJTA09MT8fHxuP7667F161bccccdXX5+IlfFERQiJ3PvvfeitrYWq1evtvxCv5jk5OQ235tHUDIyMjBo0CBLOAGA0aNHw2g0IjMzE35+frjnnnswceJETJs2DW+99RaKioquqvaMjAwkJydbjcKMHj0adXV1yM/Pt9yWkJBg9bjQ0FCUlpZe1bkvxt3d3RJOACA4OBgxMTFW/TXBwcE2Oz+Rq2JAIXIiL774IjZt2oTvvvsOXl5eNj9fSkoKUlNTMWrUKHzxxRfo27cvdu/ebfPzKpVKq+8FQYDRaOzUc5jD2/kLGVtaWjp0rq44PxFdGgMKkZP43//+h6VLl+LLL7+0+ov/Ui4ME7t377ZM0/Tr1w+HDx9GfX295f6dO3dCJpMhNjbWctuQIUOwePFi7Nq1CwMGDMDq1avbPZdKpbpsI2m/fv2QmppqFRp27twJLy8vREREdOg1dVRgYCAAWI36cM8SIvvBgELkBNLT0zFnzhw89dRT6N+/P4qLi1FcXIzKyspLPm7t2rX473//i99//x1LlizB3r17LU2ws2bNgkajwdy5c5Geno6tW7di4cKFmD17NoKDg5GdnY3FixcjNTUVOTk5+Omnn5CVlXXRPpSYmBgcOXIEmZmZKC8vb3e04qGHHkJeXh4WLlyIEydO4Ntvv8WSJUuwaNGiy05XdVbv3r0RGRmJ5557DllZWdiwYQP+9a9/dek5iOjKMaAQOYH9+/ejoaEBL774IkJDQy1fM2bMuOTjnn/+eaxZswYJCQn45JNP8PnnnyM+Ph6Aqfdi06ZNqKysxPDhw3HrrbfihhtuwDvvvGO5/8SJE5g5cyb69u2L++67DwsWLMD999/f7rnmz5+P2NhYDBs2DIGBgdi5c2ebY8LDw/HDDz9g7969GDRoEB544AHMmzcPTz/99FW+Q20plUp8/vnnOHHiBBISEvDyyy+3WS1ERNLhTrJELkoQBKxbtw7Tp0+XuhSba28XW1s7c+YMevTowZ1kia4QR1CIyCWsX78enp6eWL9+vc3PNWnSJPTv39/m5yFyZhxBIXJRrjSCUlpaatl6PjQ01GrptC0UFBSgsbERABAVFQWVSmXT8xE5IwYUIiIisjuc4iEiIiK7w4BCREREdocBhYiIiOwOAwoRERHZHQYUIiIisjsMKERERGR3GFCIiIjI7jCgEBERkd1hQCEiIiK78/9x25l9I4XzQQAAAABJRU5ErkJggg==", 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" ] @@ -1005,18 +807,12 @@ "cell_type": "code", "execution_count": 14, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:48:58.026297Z", - "iopub.status.busy": "2025-05-15T10:48:58.026171Z", - "iopub.status.idle": "2025-05-15T10:49:00.240977Z", - "shell.execute_reply": "2025-05-15T10:49:00.240657Z" - }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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PccB7CHl4eHh4eHh4eHh4eHh4eHg4uOiii/CDH/wATz75JAYGBrD77rtj/vz5eOMb32hf02g08K//+q+48cYb0Ww2MXfuXHz961/H9OnTV+Oedw+vEPLw8PDw8PDw8PDw8PDw8PBwcP/99+P444/HL3/5S/zkJz9BHMfYd999MTw8bF9zyimn4L/+679wyy234P7778fLL7+MAw44YDXu9fjgFUIeHh4eHh4eHh4eHh4eHh4eHbB48WJsuOGGuP/++7Hnnnti6dKl2GCDDXD99dfjwx/+MADgySefxLbbbouHHnoI73jHO1bzHo8NbyrdJYQQePnllzF58mQQ0ereHQ+P1xSklFi+fDlmzpwJxvorXHzwwQcx5+CTkb78m76O6/H6gI/9Hh4Tg4mM+wAQbDUXsrEE6V/+t+9je3h4eHisPjQaDbRarZ7fL6UszelqtRpqtdqY7126dCkAYN111wUAPPzww4jjGPvss499zezZs7HZZpt5Qui1hpdffhmbbrrp6t4ND4/XNP785z9jk0026dt4SZLgnfu8H2guxY9//GPsu+++fRvb4/UBH/s9PCYW/Y77ADA6Oor0xZ8D8Qh++ctfrhUTcg8PDw+PsdFoNDAweV0gGe15jEmTJmHFihW5x84991ycd955Hd8nhMDJJ5+MPfbYA9tttx0AYOHChYiiCOuss07utdOnT8fChQt73sdViTWKEErTFOeddx6uvfZaLFy4EDNnzsThhx+Os846q2Nm9r777sOpp56KJ554AptuuinOOussHH744bnXXHbZZfjSl76EhQsX4i1veQu++tWv4u1vf3vX+zZ58mQAwDPPPospkyblnpM9ZI1pHJV64xl/osbt53ZXBv3cZ4NVte/A6jnn493mRI1bNbYZY/ny5dh6q63s96xfqM3aE4AE22gnzP3gIUhWLAbnvK/b8Fh5vF5i/0R8t1ZHzF/ZmDkRcXxVYk04/vHuQ7fbnIjrqWpMSTRhcR8AJm35TiCog627JXbf54NIly/0Cj8PDw+P1wBarRaQjCLc7v8BPBz/AGmMFY/fgD//+c+YMmWKfbgbddDxxx+Pxx9/HA8++OD4t7sGY40ihObPn4/LL78cV199Nd785jfjN7/5DY444ghMnToVJ510UuV7nn/+ebzvfe/Dsccei+uuuw533303jjrqKGy00UaYO3cuAOCmm27CqaeeiiuuuAK77rorLrnkEsydOxdPPfUUNtxww672zUwkpkyaZC+eiSSC1rSxV2Z73WBtWCD0mzha1Z/DmrB4bTe2+b+fE/bly5dDLPwd+Ca7g6ZsAvH3p1CbtReSF3/Wt2149AdrW+wHVu8CeyLH7dc2J2of1iSsbcTQRF1f3Y69KuI+APztb3+DWPQo+Kx3gQY3QPL3p3Hbbbdh//337+t2PDw8PDxWHyisg3g07vdJphLDU6ZMyc3rxsIJJ5yAH/3oR3jggQdyqtYZM2ag1WphyZIlOZXQokWLMGPGjHHv3+rAGmUq/f73vx/Tp0/HlVdeaR878MADMTAwgGuvvbbyPZ/73Odwxx134PHHH7ePHXLIIViyZAnuvPNOAMCuu+6KXXbZBV/72tcAKLnXpptuihNPPBGnn356V/u2bNkyTJ06FYsWLsSUKVMqJz/FM2leYidBUrTfAKn6eUlkxxFtPhqmBybqYuzCuEJKmFGFeauzHTMxYwRQ1bakAEmR317VftqDN9tn9n9z7orHucZciBVwP233nADZeVF/j+/cSGJtPyMh3WHKE+dOn1H1QWTbcXet6jqrPEag62vYHd8dp/QW/aJly5Zh+owZWLp06biCcyfwGW+FXPEy+FbvBRFBvPpHpC//GsNLFmNwcLAv2/DoD9am2A+Mvfit+r6QFFkctA+W4z6Q/04yZ1vtYn5p7EKc7RT328WUYjwhs70x4wsb1/ZdCKn2oR3aEQed3iM63FjGO/1x749A5/jby/nq9R5ddV2Y7RevC/VY53vAWPGfnGPqNH7lYTvbmoi4DwB8gzdDtpYh2OI9AID0b09CLH4CreV/Qxj2kE328PDw8FhjYOZltZ2O6o0QSltoPvztru89UkqceOKJuPXWW3Hfffdh6623zj1vTKVvuOEGHHjggQCAp556CrNnz15rPITWqLbzu+++O+6++248/fTTAIDf//73ePDBB7Hffvu1fc9DDz2UM3ECgLlz5+Khhx4CoGRlDz/8cO41jDHss88+9jVVaDabWLZsWe7HoBMZRKR+GCRYGoMlTVDSBMWj6rf5SWOQSNTESk8GEwkkQiLWP6kEUqmIEgk1SeOM1NgyBUtjUNrKj2fGhGJABQixBJqJQCMRaKYSo7HAaCzQTNRPK5WIhZp8SinBCAgYIYAAT5vg8Qh4YxlYYylYYylodCmosRxM/6bmClA8AkoaIJFkE2BikCyA4CESMMRgaOjtj8QCw/pnRP+MVvw0Eml/Wmn2E3f4SUX+p93rWoUfd1vF/bD7mEgMxwKjiXMOBRCDQRCH4CEkC9TEWEr1eaQtdW7iEXWuGsvVz+hSsJFX1XltLgdrjYAnDQQQCAngpCb9UqprIRawn1lTb380kRjVn20rlUikZr6JgTR5p/Yh1tdJCyxpqmtTpupaNYsDwF5z5hpM9DkUIHvdkxRqPDNm7rpuqetSpGCQdkHRbt01UaqBl19+GWLx42Azd7ELKFpnFigYxOSt3jkh2/ToHWtT7O+42BWp+klb+ie2PxBpLj6DGATKcd/EfvcrY+4pZMZIW9n3WsdcN+4nEmilUsWJRMeJQtyPhb6/6C9nyAgBI4QyAU+bYK0RFZeay1Xcby5XP63h7H6WxvbLLYllsV7fc0acGD8cC6xoZT/DsbQ/Ko5JNFOJhhvnBex+phKl2C6l+ik+3s1P4txjzXZaevuNNNsnFfPVj7v/K1oCK2KBFa00ux849wLJHAG2SLN5QGtY/Yyqc2ruq7y5AjxpIBQtHf/Jxn8hs/2riv/mPuTG/+yaTJzrUF03LI1BUuaI+q7iv76vQApApOq4zNjudSnStgqjiVaKPffccxB/fwp8o53tY2y9bQAQ6lvsOaHb9vBYGyCEwHbbbYcvfvGLucd//etfY/fdd8fQ0BCICI888shq2b8XXngBRIQFCxbYx04//XTsuuuufd/WfffdByLCfffd1/exPV47OP7443Httdfi+uuvx+TJk7Fw4UIsXLgQo6PKw2jq1Kn4xCc+gVNPPRX33nsvHn74YRxxxBHYbbfd1goyCFjDSsZOP/10LFu2DLNnzwbnHGma4otf/CI++tGPtn3PwoULMX369Nxj06dPx7JlyzA6OopXX30VaZpWvubJJ59sO+5FF12E888/v/R4u8mM+7CaDOlJkyYF8mO4apksM1hUhQD5LCCDBITIjZ3PPjKAKMs4SiDVk2Uh85P/bL/JbiPkBAIQEEBJ0y5gIAWQJmX1izkOplUuLFCTYKYmw5IoN3E3+wBk+1HY+9x+ucdv/i4+X3y8Cq5jTPH82v2QioCxmVlQ7nm7r1KCITsOdf4kCIBgal84cRDjYNDXi3seUaUi0n9zQyQpkjDgISTjIACkF0OSyBJ3Zv8EsoVDCgKEBGfO5N3dhjkckiDS+0MMxNRnxSh/jkzGXkgJBgIRgwTUe43CwNmGuvakOgwApK/JTpiIBcIm2+8NmrwJ2FBWFkREYDN3Rvr83Vi8eDE22GCDvm/XozesDbF/LFDp+1AhGXVUgQJUqQYEsphWVOrYe0lpbJaLuRIZkVAc2435nBE4qd/MIa3Ugj/J7jcakpiK9842TbwXyOJ9KrMEg4BRCVUfoyK7qpQv+f3tFZ0cw4oqTCEzctyNs0T5U27exwCkAIRQ9wUV89S9gBPAeajmA+Y5e271eU3dc5uAzD1ApOA8BGMBiJFKCAmJVFbHf3WcWfxnRGAsyIhCcwBSAjIFiNS+EAMYB9PXYrv4n0oJDrLXsNpidg9Q9xdzXWSKNZKyOoFGNGHefVvvvA9o2haggWn2MSIGPnMnpH/+BZYtW9ZXNZKHx9qGG25Q3iknnHCCfSyOYxx00EGo1+u4+OKLMTg4iDe84Q2rcS/zOPnkk3HJJZfghz/8IT7wgQ+s7t3xWENAer01bojxvefyyy8HAOy11165x6+66irrW3nxxReDMYYDDzwQzWYTc+fOxde//vXx79tqwhpFCN1888247rrrcP311+PNb34zHnnkEZx88smYOXMmDjvssFW6L2eccQZOPfVU+/+yZcvG7DSTm7RXlVeZxYDO4BUn8O5ErEgEkVCTdTcTbIgDW3ZEpMZkXE/KMyJG6jFBZAkWdzFgstqQQv0uEkBS5kud9MRV8kj/DgFiKkMJIE3V9t3JaxX5w53FCaP8YsUshuy5NccMgGSaDdbjvFKdNzifTbnEQUiy+29IIPeYUq3eYVBZfpcg4iwAY0AQqMkvpS2dVa0g2aTK/oMIlLTUZFqfY8YChIxDBpFadOmFi7luDFKpzxMjSCHBiYMR0xP/6usRIlUTfMYV2cO4JRLNsbqLAhDZ4KsWp5og0uOS/owMaSRZAJL581v9WfSPFHriiScgX30OwewPlZ5jkzeCmDQDM940B+niP/Rtmx4rh7Uh9rdNBjixKUfW2xfkiaAs5mffMYNSGZBIQaJiTPsGniOYDPlfjPsEgDECEWnlISmFoIiBVJNAIgGlSfv950Ge9OdZPCrG+2KRFBEQaVbHKB/dfbHHWrzndFGiWiKcDanuwj2eMUq42n9eWewvEl6Air9Cf5hM3ws4SXDGwFkEHjikW9qCNPcAPV8gpEAa613h9h4Q6XMudYIg1cSQ+xmb7SsCBuBM3W+5idVSwBI4Umh2Sm3TkDes4lgB9/qUIAkwPQHPfV7E8+SQk9joRAr1G7/85S8hl/0FwbYHlp6jKZuBak9g2jbvRLrw933ftofH2oIvfelLOOSQQzB16lT72HPPPYc//elP+Na3voWjjjpqNe5dNWbMmIEPfvCD+M///E9PCHlYEGegXhrFyPEVSHVTXl6v13HZZZfhsssuG//+rAFYowihz372szj99NNxyCGHAAC23357/OlPf8JFF13UdlEwY8YMLFq0KPfYokWLMGXKFAwMDIBzDs555Ws6GT3VarWu3MaBqgWBs/gG8qSNnuiZhbcoTL5KiiBpJuuFybIe1/4mguRRKUNsxgQysoXrCThL9WIgVouBIkGh36QOjYcqM1xQAQnijgpJWhVSccrNkGWBmS6Hyi1OYM5ZCoiKc1ilqFlJkHsOnb8lMXDKlC2mBCw/WS4vEoyCyBBHzCGIFPEWgZhWYOnPFKLi3Is0WxyQVuXwAMSaIBaAGwVWyG02Xm26mDVWBA5jgSZqSM3RzTm02WMGKYVSCpnMrr4+UVq0qkUBN2VpIlHjSlbxeTGbhe6ULe43tt99Hth624Bq1VlgPnNnJE/9EE8//TS22WabCd8fj7Hx2on9JuZTLp648QMFjxjXj4YzrZyQmggSqR0/2yjLSItcUiFPwBcJ9oz4jy0B5BISVduQLFDKRUtIZAmHJO0c83lFrLf7IBJ17zFKJCkUGWWOtd3ky01KFBWqVTDHJNr4+lRtp7gNxsDNPcCSYUFGhlUootx7AdOKTUolQh6AByFYUNPnIFbHn7T0udCfdxqrOK3vAWCBShCwwCYIRBBa8t4lAQGlJiXKEgM5AkfAxn/9YpD+vJVaNLumgEwt5SYGcsRQVfJLn2upz+OqIIWklNh9nw+BbfBmUFj2iFMK0V2QPncnXnrpJWy88cZ927aHx9qC3/3ud/j973+PL3/5y7nH//rXvwJAqW32moSDDz4YBx10EP74xz9iiy22WN2747EGgLHeFEKyF1XRaxxrlIfQyMgIGMvvEuccQrQnAHbbbTfcfffducd+8pOfYLfddgMARFGEnXbaKfcaIQTuvvtu+5peQVJ2WBDoybqeSIOHkEHNeiwYBU/qTLS4Jms409lb7UFRIoPMAsNM0nmYZWsdkoJIZ4S1N0TECSEEeNIAa41oL4gRUGsEFDfstowaSPIQMqxDRoOQtUmQtckQtclIw0E0KEJDkPLTiYXyfXB8GeznR2S9KWoBw0BAGAgY6pxQR4JQtMDjEbDWMJjxVmgNK6+d1ggQN4C4ofbP/CQtUKJUTCvzQ0krP67eHrW014/eF9Yath4/YdpEJBPUSGAgZBgIGCKuzy0jtQjSx55KpRoyvhTG82EkkRiVHDGvIa1NgqhNhqxPVuc5rGvyjWcyf5GC4iaoNQKm94u1hsFi5TdRY0DE1TnmWgUAfQ2kUvkKCX2NwFwvxueIMiLHEo/aA4JBKvIQ6vo05QTmuBIJpCyECGrZNe6O7cIqu5zvzATg3nvvhVzxV7AZO7Z9DdXXAVt3S8x++74Tth8e48PaFvuBsmpRPchysV/wEIK49QmSgI35gCZLoD3brCIocWJxIe4znpHxPMzKtJwx3ZgfMhXzQ5koT6C2MV9kCYugBhnWdMxX8SmtTUKLRWhKZr3UWjrmp5oEMaR/yEjFdxPrmVSxPhnNvOhG1Q+NLgVrLAdrLM9ifzyqPNfMj/Fjcs+L48dEneK8UM8bfz0ITbRb75tW9mO2F49arx/WGlb7Z/Z1dIne56UIWisQiRYGKMVgqO5tESdEhfuAgPLkaQlzD1D3ywYCpOGgjf+iNgkyGoAMa6qNromhZl/NvSkeAcWjynMubSKkLP6HPIv/WZm2LtvW1425hnIxOucJpHzgAjIqYrKqLkMMpc64AmTHNj8dvy8ThNtvvx2yuRRsw+3bvoYNbQCasik23WHvCd0XD492GB0dxezZszF79mzrPwIA//jHP7DRRhth9913R5qmbd8/Z84cvOUtb6l87o1vfKPtsNkOt912G6Iowp57Zn5ahx9+OObMmQMAOOigg0BEudKYe+65B+985zsxNDSEddZZBx/84Afxf//3f6WxX3rpJXziE5/AzJkzUavVMGvWLBx33HGqRbg+xs985jPYfvvtMUl37dxvv/3w+993p9gzfoC33377mK/dfPPN8f73vx8//vGPseOOO6Jer+NNb3oTfvCDH4z53p/97Gc46KCDsNlmm6FWq2HTTTfFKaeckvu8AHXeJk2ahJdeegkf+tCHMGnSJGywwQb4zGc+U/oMhRC45JJL8OY3vxn1eh3Tp0/HMcccg1dffbWrY/eoBmlCqJcfjzzWKIXQP//zP+OLX/wiNttsM7z5zW/G7373O3zlK1/BkUceaV9zxhln4KWXXsI111wDADj22GPxta99DaeddhqOPPJI3HPPPbj55ptxxx132PeceuqpOOyww7Dzzjvj7W9/Oy655BIMDw/jiCOO6Hlfc5Ob0oJAP1zoHpLqGv52PkE2OyxEKWublYWVs8NZiZMsjZmVnCVAnJUG2Iysu++m/IAxgEcVMnUgSUxWWLZNrjJzLMh8iXKZYSnzPhVAyavChSxmg3MbbMNpmsfbqYmkgDRTdpHPaloYf4c0UQoXtGw2mky2mJhS7OQyxtmk2fXQSKH+SMx5SmU24WYROK+pzyptQeZK+JzPSf8vRabugUh1gMuy964CQb1Nl7HxUJeVZWqk3HkqKHush4XMd6KxmWjtO0FgYIw7Sq+K8272F9n3p58ZYiEE3vW+g8Cmbw8K6h1fy2a8Fcn/fR8///nPsccee/RtHzx6w9oU+4HqxW1lx8CKcmCgKuaneYVIO0WQ6z80VqmxURmlsfaraeU96AAdiEI1bkEJ5Ko/01RYxYiJZ+arW1QChbrxgSmRLZWjValdzXE6v12vvbbKIPd97t/O2NL931EK5R7vpEjV/+fMlB3lDnigy4MD6/tmyrrMfdPcB1KpyqnVfVKiZZVTEXgABOEASCSQmqzqGP+5UGZFJv67CmHtNQe0vwcYdWdOHeaWk2nVqNT3gKLHnB0XUolRoVRDDFJ9Ru6YTtyfCJVoHMfY/5DDwGa8FcQ7dxHjG+2E5Mlb8dhjj2H77duTRx4eE4GBgQFcffXV2GOPPfBv//Zv+MpXvgJAmdYuXboUCxYsAO9QAvPxj38cRx99NB5//HFst9129vFf//rXePrpp3HWWWd13P4vfvELbLfddrlue8cccww23nhjXHjhhTjppJOwyy67WO+9n/70p9hvv/2wxRZb4LzzzsPo6Ci++tWvYo899sBvf/tbbL755gBUI4+3v/3tWLJkCT75yU9i9uzZeOmll/C9730PIyMjiKIIf/zjH3HbbbfhoIMOwqxZs7Bo0SJ84xvfwJw5c/CHP/wBM2fO7LjvU6dOxZZbbomf//znOOWUUzq+FgCeeeYZfOQjH8Gxxx6Lww47DFdddRUOOugg3HnnnXjPe97T9n233HILRkZGcNxxx2G99dbDr371K3z1q1/FX/7yF9xyyy2516Zpirlz52LXXXfFf/7nf+KnP/0pvvzlL2PLLbfEcccdlzvHCxYswBFHHIGTTjoJzz//PL72ta/hd7/7HX7+85/77oc9omdyxxNCJaxRhNBXv/pVnH322fjUpz6Fv/71r5g5cyaOOeYYnHPOOfY1r7zyCl588UX7/6xZs3DHHXfglFNOwaWXXopNNtkE3/72t3Ms+Uc+8hEsXrwY55xzDhYuXIgdd9wRd955Z8lstFuMlekqtlgvlhbZcfTEyHpGFCelegznDW0XBUB12RkR7ITSkjBSZCSIO/nWZIdVkjhGoXEqSwRHbnuUlYRZk1JSmW+SUplUu0RQYT/atrEtTvqLv6ve0wG5c2v+ZtnfsrBwMO+xbZ2FsK8nKdQCSv/NWKA8ewomoBASgrLqBCEBSDUXF0JCkCKSAm1KHQQ17SekiBkzubYlFXqfzL6SFGrOTco4ghdIIbNNRtCTeu0DJFlWPlYUC0oJ5TkhMmNomWWJ82bbZI2nrceQubz6VN7XDW644QYgaYBt8KYxX0vhINgG2+Gd++6PdMWitu2sq3DRRRfhBz/4AZ588kkMDAxg9913x/z58/HGN77RvqbRaOBf//VfceONN+bM5XqNOa91rC2xvyOKZJDsTAaVYn4VGVEgg2ypccXYRZLJEEy2LKuwrzZmFryBBA91SZioJLaBcrw3sd4l/lUHMlEuhyqdr2JsJ5SInw7xv5vYb+MQB4zHmT3XbszPESMZUVKKYw5xbsYyryGRgHhkuzcyWb4PmAQBQdqGEikAyQmchWD6Hu/G/1LSpBT/NYlPvNIgGoAuJYcls5QPnI7/pbEZ3HsAo/bG0wDsPYCYmddkPkITDdU9jHQ3sc6g2mSw9d+It+yxH8Syv4xrOz72e/QDu+66K0477TTMnz8f+++/PxYtWoQbb7wRl1xyyZhl7AcddBBOPPFEXHvttfj3f/93+/i1116LoaEhHHDAAR3f/+STT5a6de22225oNpu48MIL8c53vhMf/vCH7XOf/exnse666+Khhx7CuuuuCwD40Ic+hLe+9a0499xzcfXVVwNQCZuFCxfif//3f7HzzlmHv89//vN2vrj99tvj6aefzqmBP/7xj2P27Nm48sorcfbZZ3fcdwDYYost8Ic/dOf/+PTTT+P73/++PSef+MQnMHv2bHzuc5/rSAjNnz8fAwMD9v9PfvKT2GqrrXDmmWfixRdfxGabbWafazQa+MhHPmL3/dhjj8Xb3vY2XHnllZYQevDBB/Htb38b1113Hf7lX/7FvnfvvffGvHnzcMstt+Qe9/BYHSDZjVOSB5YtW4apU6di0cKF1R0q3FIxRxFUrO0HMs8Io6KxE3jbQaacOXUXA8bwNy3M9oqGzExmWecSEaPHVTsU6AxxRgLFIvNGMGqgymOwWeEsO2z9iYoLkgqypZLwcUiv0uLAWXStLMpG1SJbCOjHyT1nVftvjsFRcCnlUObplIi8z0TV+QSUEahRVxlSjdtMf5L/HM1+u+Sj4+1kCMOisbc99qK3iFmYul2MCll59/prd10Xfapy57jNwkASYdmyZZgxfTqWLl3aUweYRqOBgSkbgG/0VrB1t+rqPTKNkfzf9/G9G7+LAw8sm5C2w7x583DIIYdgl112QZIkOPPMM/H444/jD3/4A4aGhgAAxx13HO644w4sWLAAU6dOxQknnADGGH7+85+P+9g8Vi9M7F+4aBGmTp7c9nXjIoL0dyOLy4UXV/iXud+9InLfOeHEi2LsAirjlIn5UqpW765xcm7/Ka8IMqVpxpvIxhC3Q1mb+1muO6UT723JkXPc3aDdLaGb99tQVyToiufQJWYqEjem2ULxnpqYMqsO91QguwcYco1T3nMudx93t+3cM02Dh7G62LkK4lLsL56cLgjJ4ri5+F+BfsR9AFi+fDmmrLsh+Ka7g019Q1fvkUkDyf99Hz+58w5bhtINfOz36BdarRZ23nlnrFixAitWrMCb3vQm3HvvvV0lpw455BA89NBDtj17mqbYeOONsc8+++Daa6/t+N7BwUF89KMfxbe+9a3c4/fddx/23ntv3HLLLZYQeuWVVzBz5kxLXrmYN28eHn74YSxevBhCCEybNg177703brvttq6OP01TLFmyBFJKvPvd78YWW2yBW2+9FYBqOz9r1qxcByf32O+55x7redQOm2++OeI4xl/+8pfcOT399NMxf/58vPLKK5gxY4Y97nvvvTdXJmcwPDyM0dFR/OEPf8CcOXNw22234YMf/CAAVTJ29dVX469//Wuua+2nP/1pfPe738U//vEP+//VV1+NZ555pvT5zpo1C4ccckjp8/DoDDMvmzLnM6CgO89HFzJpYtn9/7lS957XGtYohdBaDWfyalQ7tuOLeYn5XVw0t5HQF82M0zTfNQzOuMbjpao8q+g9BBhFkKn7z0rC0sR4G/VAWsgUiOM8AVRFnvCgNIktmW0XJpxSmIWQ2SFZOge9w7Q15iBSncFKk1qrsGqncnIURaasLGlCsgBR4TwnIu/DYM5zkioj0FhL8zlJh2SLEIZO+Z+7WDHbNZli/VkzveADHNNT82Ip7XWTStP5h4NxVqlYIACUilz5gCSd9c4pn1SXG0GFRWoHu7J+eEsMbflOIIhA07bs+j3EQ/AZb8WH/+UINJf/M6Io6up9d955Z+7/BQsWYMMNN8TDDz+MPffcE0uXLsWVV16J66+/Hu9617sAqNaU2267LX75y1/iHe94R/cH5rHGYKzFrRu3XFSaRrukgjtulQpUOnG/oDAtqYIqu4Rl5a3lTpRZGXAiqsljrkl+4yUTcpeojkGxIf/btKkvkiQV9x1LQAlApkaNVK0uNOokcw6K5zj3uejf9j4iM/PrdiXPAMDAQMTBKVS3LOsLpOKvNB0/C+RXpuJsqWPmAYgYQh4pI+gwtPeAVEKTcFlyp5WqY4sFnGYEBE4cAQ/Aw3rp3m6VSVr5RLqcTZX7Zs0B3M82lercpVLa2E8BryYptVq0eA+QUiuckJ8nqP8lmG5TP9HeQets/U5QbSpoymZjv1iDgjrY9B3wng98BOmKxSX/snbwsd+jX4iiCN/5znewyy67oF6v46qrrsqRBaOjo1i6dGnuPaYZwqGHHoqbbroJP/vZz7Dnnnvipz/9KRYtWoSPf/zjXW27Wx3An/70JwDIKeAMtt12W9x1110YHh7GihUrsGzZslwJWxWEELj00kvx9a9/Hc8//3zOZ2e99dbret+7VXRvtdVWpdcaBdYLL7zQtrnEiy++iHPOOQc//OEPSx4/xc+kXq/nyCAAmDZtWu59zzzzDJYuXYoNN9ywcntjkVse7eFLxvoHTwj1AcV25W57ciAjbCqJIFEmgkqKDCFL5JJ9qR7bTFjzBJPMjVf0HjILgCQ2pQEZOWFuGG5XMJcEyrLCLYcsEcrIE7CT1Fwm2F2YGGNUveBJpSJ9Ul2m4Laq73TvqrovFKd2VcuKdmMSSTtGUXHFWaQWX4VJec4PSZgMct53iPSCyLaQ5yZrnH0OamGkySIhVUkBAYlQ+5X5TQTgDAi4WjTZxUHu4NTjqoTNtB7OFh5S/7itiokcYohYXo0kUjW5195CgV6sEnNKSpzrnkGZjRKyhYHah+oTvzKLhlarBbHoUfA37DWu0i8AoPW2BhY/gQULFtgOVwbddpsyEwQjp3744YcRx3Eu8zx79mxsttlmeOihh/yi4DUEN/YXUamWqOwW6SjxCr5wqSaDiqi+lxQUHlaJk5HtioyQEKlQv6Gs0lyixMRPq1DRapV23kCVJJDuSGkUK64nUZxK5fksU6TCve9Uq07ccwnnfDJ96lgWXnKx3yV+XM+z7LFyubW7PcCJ/bn7H0fAgrx6xyhiHZ8m0uVyANTvCq+hxJRjs8x/Tsqs4UQMgAvYBIG69zIwFtl7MIqJH6ecjWSZxDf3AHsvIOc8ouAxZMfLfpt7AJnyaE0MAeX5iS1PQznG96PBwLJlyyD++jj4VvuNO/az9beFWPx/+N73vod58+blnvOx32NV4K677gKgFM7PPPMMZs2aZZ+76aabSl535l4wd+5cTJ8+Hddeey323HNPXHvttZgxY0ZXarf11ltvtRkZX3jhhTj77LNx5JFH4oILLsC6664LxhhOPvnkjg0kXLz66qtYf/31J2wf0zTFe97zHvzjH//A5z73OcyePRtDQ0N46aWXcPjhh5f2s5Pfk4EQAhtuuCGuu+66yueLhJJH9yDGeiSEJr6UeW2DJ4RWEkUyyJ3ecJZlL3MLA5cIqsoO51oJt1caGSIorwqqWGwUCCZVDiZKChWXBMorgLJFQalVfZW3AfKLAreUqahGkjCdSvIT93ZgzpyvahFg9j/3nsKkU+j3modz2zQLB+cf65GkFTycpCWI3Kyxu0iS7nkx5tRVWWMiyCDKlemphRplntZmAm9UN0ItDBICOGOZGbWb2TWkkP5cQmIQZLx+MgLHEEOGxElNztdkmHMlahKQKQiKHOJahcSZ2teqxZybLSbKvi/9zBrHcQykLdDg+CcJRAw0uB5uvvlmHHPMMbnnzj33XJx33nkd3y+EwMknn4w99tjDZscWLlyIKIpK7VunT5+OhQsXjnsfPdZMFMtWjem6ifUAHCKoTfkUUCaCHNWMGtchKDolFdrcS6zZfSJyZUtFNVCxFMzEfUt6xHFbEghAvlzKaUjQSpW6NRFpqWxKSCcOm3jr6HwMUQHnnJoyZUApVtV7svNjYOK+IPceQSr2kdpO8Z5t9iWW7r5oE2gh7b1WNQKA7izJEQSBOk9pqMjzonLIxlF1D7At5HmIkBfIMidJIDUhmEpYrznTUj5ksn38NwcjU6sYNSQ+mEPam3uuTQpQtfk0kFeM6hJgAiBZAEZ5ldyqwooVK9Qx9hL7WQAamIZrrrkGH/nIR3LP+djvMdF49NFH8fnPfx5HHHEEHnnkERx11FF47LHHMHXqVACK9PnJT35S+V7OOf7lX/4FCxYswPz583Hbbbfh6KOP7oqcmD17Np5//vmu9vENb3gDAOCpp54qPffkk09i/fXXx9DQEAYGBjBlyhQ8/vjjHcf73ve+h7333htXXnll7vElS5Z0TfI8//zzbbusFfHss8+WFEVPP/00AFgz7CIee+wxPP3007j66qtx6KGH2sfbfRbdYMstt8RPf/pT7LHHHjlvIo+VB1GPCiHyCqEiPEW2EmjnY5NNYMu1+pTzAShMnByvHCnLC2xCQRFkJ6ZULjuTskQGpUJ29AbK2tTrhYD7Q9oXyHQ/SVXbd0qTUnZYctV5BTxyWp1Hqv2yJjxMe/rYLn7aZ4bND2eZioWTKWGg7Fw4vgu5n9LzWStdrsflLNtOEUqxk5V4JUL5bMSpOp9ZW3fzE6nsOHO8j8xnaFRUItEtldX5ZDJVLaJ51i7a7JP5XMy+qKy+dBZXpvVvYH1BXMbLXG+mjbxZUJnFX7u8qiTKeznlnpRWGUYiLbUnNp/dqkTP7SdB2GuvvbB06dLczxlnnDHmNo8//ng8/vjjuPHGG1fBEXqsiTBhnBHZH/MVrDSNdmHic6HkrBMZRMjG7lh2ZhILUhbiRTkBUBX3I84QQKiGACbuiw4xnwXKNy2oQQY1JGBopVm8j4W7fencd9TvLJ5D74siXIr3Is4MGVNxD6iK+6Tfp2N9wMmO6/5Wf+v7AWWKWwNDoJuYm+j4Hwuo45OA0Meu7nsRwB1/JPPxmHtA2gIlTVDSBBexbR8fMvWbM1OuR7l9cEvsivG/OlaLjveA3PG5iQKp7wGm1M+94I0iyRmbpCbO9Heg9D0Zp4JnPOi97TBh3rx5PvZ7rFLEcYzDDz8cM2fOxKWXXooFCxZg0aJFuc5ZG220EfbZZ5/cj4uPf/zjePXVV3HMMcdgxYoV+NjHPtbVtnfbbTc8/vjjaDabY752o402wo477oirr74aS5YssY8//vjj+PGPf4z3vve9AADGGD70oQ/hv/7rv/Cb3/ymNI6513DOS4rXW265BS+99FJX+7506VI899xz2H333bt6/csvv2x9iQClKLzmmmuw4447ti0XM6Sau59SSlx66aVdbbMKBx98MNI0xQUXXFB6LkmS3Ln1GCc4B/Xwgy7I09cbvEKoR7Sb3JhHjbly5j+jPF/Um4u+Otwp68p8I+yYzkK7K6WRelPeXFjkFwVuKZbJspoMsZkg2/KAtKI8wPElKnUoc4wtEz25jB01EFBdCuZme/PlWlnmt+gVUTXxrOIuilDnl/I+Rc5kuF3ZmpRZ+/jUZI21aogbKX9g/DxaWbZYLwJstlhALxJaVjGk1DYBQqecoPiZmX0QpHZSkLpWBDOLIFMeJgCZZsSNuSEzVQ4WaLLK7YCXnRsAkCCpx5Ms60aTK00AgFSpbJw29e0yxYajBCZGKdRzLTERgiAYt7HcCSecgB/96Ed44IEHsMkmm9jHZ8yYgVarhSVLluQyxYsWLWo7CfFYu9A2/juKIACdCRvro9a+E6VRmXLKkgqq4+DYcT/RY8WpozRFRqpDO3tVm9jHoFasYpdLAGllSCnmM54zp1ZedMiVQblxlGniB8jivfGn6xT7+xP39fP2seycm3Lvomq1uP8mBiepRAKJhJl7gCageA08rKskikhVAqXyHpAolQ0PQCxAaEqKgwiJJOXxJCSEJFvuBuhyuKr4z8MsOWTmG6ZjpeMtxMh0DcuO2ZwDqQkmcw+wXSmhr2d7H7Bn0CqGTClZOzNwSRPjKUSMj7tkDFDXlo/9HqsaX/jCF/DII4/g7rvvxuTJk7HDDjvgnHPOwVlnnYUPf/jDlmjphLe+9a3YbrvtcMstt2DbbbfF2972tq62/cEPfhAXXHAB7r//fuy7775jvv5LX/oS9ttvP+y22274xCc+YdvOT506Naeiu/DCC/HjH/8Yc+bMwSc/+Ulsu+22eOWVV3DLLbfgwQcfxDrrrIP3v//9VhW1++6747HHHsN1112HLbbYoqt9/+lPfwoppTV1HgvbbLMNPvGJT+DXv/41pk+fju985ztYtGgRrrrqqrbvmT17Nrbcckt85jOfwUsvvYQpU6bg+9///kqV2c2ZMwfHHHMMLrroIjzyyCPYd999EYYhnnnmGdxyyy249NJLc53dPDxWBzwh1APaK4P0Itdkb12DTylKWdVcV5WKLDFgJu7FbiB6sueYSRbHhOtBJDMPIrV/BA4ARnmjJ92WBKoqD3DbFhsvoIqSMKFb3qpJbL5VfRElpYqzEMh1viouqtqYjY4HljYwmU99zkCwXW4EWP4YnAyxel5PzPVrDDmUmYFG4Nw5p6ljvmoWWVKAjM+EmVCbcgLTBjoIc8RQkcCx+6TrwSyJA9hFgf38NHGjJu4EMtceK197ZlymFxFZJxqWv56d64+k0AsCBtZhYWD3vY8LhJ5rice5kJBS4sQTT8Stt96K++67L1f3DwA77bQTwjDE3XffbbuXPfXUU3jxxRex2267jX//PNYoFOO/+2/bmOW+uKJEzP1OFwmQLPZXNAqw45a9gtyyM0ATPsirTAmOD07SIebrbUgWAEFG+ue8gTo0JCAihFo15ZJQbmfKSrNk9zgN6VA8bmDM1vPFWNV2TEN2cW6P1+3WmPm95Y/RlF6lRiWTGr+fAJwHCIJadg/Q59idH5BIAWrZ2Ek8sEbUpqTYvY8XI6aJ/1JIBG78135CLolPmpnnOkarrD1KXeVsoqQqOUBw5jZ5YkiyACRhiaEiJoIU6pUQQlt9bDV87PdYWfz2t7/FhRdeiBNOOAF77723ffz000/H7bffjqOPPhpPPPFEqeywCoceeihOO+20rs2kAXWN7rDDDrj55pu7IoT22Wcf3HnnnTj33HNxzjnnIAxDzJkzB/Pnz89d/xtvvDH+93//F2effTauu+46LFu2DBtvvDH2228/DA4OAgDOPPNMDA8P4/rrr8dNN92Et73tbbjjjjtw+umnd7Xvt9xyC/7pn/4JW27ZXfOQrbfeGl/96lfx2c9+Fk899RRmzZqFm266CXPnzm37njAM8V//9V846aSTcNFFF6Fer2P//ffHCSec0HWpWhWuuOIK7LTTTvjGN76BM888E0EQYPPNN8fHPvYx7LHHHj2P+3pHr4ngntYKr3H4tvNdwm093CmbVOxIlZvYupPXwgS+uBjPKYGka1xc3ZEsM2wuKIOkLGWdAVd15LSnT7MFgZ2sFrdhSgMMCVRoWVylZlHby2d/3Yx0bjHgtqkHSibVRZQWAu2MwgpGcFXj2bGq2sgbDyRyTKBFPvNujtfMS23mm/JZeJM1pkLWuNhK2HboKZJubT5X66vhqAly3kZA6TPNmXy3uRaB4sK00HGt8hxmCyr1eOeJ9/KlSzF9xoyeWkAODw9j0qRJqO98NCioj+u9ANB65i584TNHdD0p+dSnPoXrr78et99+e677xtSpU219+HHHHYf//u//xoIFCzBlyhSceOKJAIBf/OIX494/j9ULE/sXLVyIydrfoQizwC37rTgBoaACBTKT41xpGAoqUFft4RCx5QRAZtJfVBtVdyRr5eJQdYcyysh/HllvIEG8Y/kxkHmvucrTohGzIqJa+difK312CBtz/zQxS++fW2pdiv9VSq0cYdcmucCC/H3akmCRPf52pXguil05rSeTe+7TpE1HUH3ubTleWPLhU5dY/h5gPKaKsbptUkrHfled7BKUxevSjlssUXc+D/s5oX3sJymxbNmynuM+oEpCNt54Y9R3PaEnQqj55H/hsos+h2OPPbar1/vY77Em4dJLL8Upp5yCF154AZtttlnX7/vud7+L448/Hi+++GJXxNOagIULF2LWrFm48cYbu1IIbb755thuu+3wox/9aBXsnceqhpmXrfe+L4KF45/3i7iBv9/xb77tvAOvEOojqDjpcv+uIoMK5TVFZq4jGZSbOOa7iBm1kRD5iaJBnjCIc2bIHcmJwqLAlDW5LYvNwqB4HO2ywsyqZtqUpbXjK40ay3lIEisRP/nPpyJL7E6mYST2lDtmEon2BErVvvMIUps626y+URFRNmQKKItmnX0NmcrschZmLeGFMv2U7oJM76M5B5KrSb3kEUgK207YdI1pZ+RMjLQSSFj1Tu749WMSAMy6S+rrSOokcMWYBOOJobLBpdbHxGBMrSuz+hXoh7+ErQ0e9xvHt+3LL78cALDXXnvlHr/qqqtw+OGHAwAuvvhiMMZw4IEHotlsYu7cufj6178+/n3zWGMw5jVaFV8qyCCpv19u+VLloluIElGQI4PM+I7iqEptZMa2BvgFQpqSVo4sMftr7ycuIcEj1R3R+MC1IUKK5tScaYWQUSKlLbVdJ+6T6dIIlEgp68fmlKeqc6DiEKE6/udinnsvNepMKdpsswUy22SBUvYwDgQJKA1AQU2V+HKtjoK6BxSbNKSCIEmpwASpiCoZIQhqYGms2sQTg0wMmcic+7su8zL3ACnUPYiHIBboki/VCEDtfrb/QhORjLJYrWykkY/VUE8RCW0OrT53IWXJA0464xLj6n3m3LrfDRPzx4j9/fQUIt6jQsjHfo+1FFJKXHnllZgzZ864yCAA+OhHP4r58+fjsssuw7/9279N0B72F5dccgm23377rsvFPF4fYIyD+bbzfYEnhPoAK3+uKBXIJu6sNHlPtaqmlFWFzhDLTOFRysjZiR5yyiCr8BAZwVT0HlIKFWEnm0ha7VVHjlkoGIfgYbYYSEVlhzCTGTYkEAEIOeU7csWxViW1Khc+6ryKvAKoWN5lzi9j+eerIAUk9ILBkCNmIlsoRSPhnGPnsyN9Pog1AWJgOmMbhaadM7KyAn1OpARiCTDSZWW6lECdE11SViwncEk5s2ADlFqKMZBWDDEeakPXrDTQHi5MuRcH4wxEpvNZ0Xw883+QgO1Iw51yw1x5mlAdaBgLc8ouKVn++jELGr3oIJjPq3+LgCJYj90GxruQ6EZUWa/Xcdlll+Gyyy4b9/54rD2gQuxQD2ZxyI3/xRKx3DhoXxpW2cGxQtVnS1kLaiPbdCBN2iuCzOLdVYwEmvwPalm3sESW2tUbcE3yG9NiZYxMYEkTSFJtop9UKFHbqFcK5zKn2HQVNECm6ixAmjF1kkHqz8qS7SLRfEmezCMhNKPPADRVXGEMMs6rdVhYV75vQQ0ChFbqdnIjqyQFVJfIRABE0nYni8JQ3RODlor/VfdDoeIsmC73DSLl28bDjJRykgNuqZdAoVuYJPVRuwSjNAkDTSJpYshVC9nzCU0KSVVCJsHVvgGl69Scz06xv1/3A7YSHkLjgY/9Hqsbw8PD+OEPf4h7770Xjz32GG6//fZxj8EYG7Mj2JqGf//3f1/du+CxBqJXqwjybedL8ITQSqJEBuWedEigYjmOzAyWDQxRkCv3aafWAXJlOZZgKiwKSkSQHIMIKpaF6YlvolUuSSwqPRRsJzCtALJZYdec2pQpyEKZVC4zm5E+Eo7ZdrGMq0i0Fd9fREHaLt3Pyy3zsCbdhf2SZqGmvB5M5px0GQEjhqDCDNo9V6leYxjiJhGZCSlnkfaZSHUGP8kWB4YYEgkgGaQQIKbVVCwAaWLIqoZQXhS4BI5RZJWuWbP4cJRCJK01kS0J1B+P/rw5KODVXe70mFZpZBYdmBhiaGVMpT08xot2PihFEgjQpECVChTtS4PVNgqKoDYxvyqpYEvDkmb72AvoL3NYivtF8l+VBWexwO1OxgDbASxkugw5bYFarXxJmFGBmmOzkzIOQRUx3iWonHuAJYLc+F8V+5145MZ86ZQku/chU/InbeesguJIKGKdRKKI+TQG6ZIyxgLwoAbJA8SSdFdP0xUMeXJIqM8pFkKX00UIo5o29E7K5JA+FpICMoFKDLiKIWIQxJUiFcgTQ6LQRt5JDpjPYTzEkPltjoURVx9BMSlQAEk5YQmB3j2EPDzWLixevBj/8i//gnXWWQdnnnkmPvCBD6zuXfLwWG3wHkL9gyeEekRHU0RiAGWZXDuhEpnvS9lrgQpZ4nLGWeoL2PUIEoaY0Woj+5bCeDY7bCbk7kLDTLaNwbBpE1/oGOMSAoZwcj0SckogmYJkWjanrihbsufK3Qe9ECiWWhhCDUBucVUsWSh/Jvpcs/xDRSPwkj+Oo9TJl7Jp5Q6xTLmTBlY5BGLWDLpKOdTOhLSyQ437mZlMthAA6VIyZMGNa1LIkDgZ6Wi6oTGVTdXdaKrJL2HLMoxSCNCtjc21K6Uityg/bs5foginhGAiFgerylTaw4MK3xf7ZzFWiXysqlTvqBfmvYIK43VSl7b1CSr6sjkkkPUn0yVRxTLgVEiksagsCVOVqFT2BoLIdSezpWhm+4Am0iOVIHFVPoaMcuN+RcdC9zx290Flv4slUOZpQ8gByHs2mTjoeuoViLqMIErVZ5S2QCxApBW1tShULel1p7dY5ON/S99QOZNowpBqFeSQFFniwlEzufFf8WX5+O/es1N7z1aqJDDRWd3pdI4kRvZe4iYcGOl7mITtRlapmjPne4JIoZXpMubhsTZh880370qp9nrHCy+8sLp3wcNjrYInhHpAN5lhAJawSWW5NAzIiKC2nbXMWFXkkgRSIRwlSDb35Yy0YqeN0siSQMiRL6bkLBHljjGAozoiICz4QwS2LMGUI5jFQJuSBzcb7Wy/1E3FZqRFZaeyItqJAMd6L4OZHBI4hWriHNZKiytpO+EUSKJUZd4lMXXsxMB1p7CQcUgeFNoIVyuHiAAuVImZ6VDDw3qmHHKyuQYkheJa7OfPc+ozIfVCSpM4jEw3NEX4WOWQHivnVyIAMiVzUH4VDNm1bMghacoEjWrILAxWU8bYw2OiUIr/uRKxMhHUtiS4SEIXx6xQl6ZSWvK/OG4lGVRUX7IA4MjFfNslLJWQbZRAAKqVQFAKpJwHXcV2pd5WOx+6TE0jIRNj1J8nx+yxIlvIm/uR+5wLE33ce5hZTFVFJjU2A2dMHSuvg4cFpWvbsjsJiptQ3cIakDyw94BIK66Kx2rK7hJ9qLGO/caA2pJDrsrWVbTq8udi/G9H4ktSFnnqWmHgRpXaThWLcnLA+Au5KqQSMaTHr4KP+x4eHh4e/YBXCPUPnhDqNwpKFjUPk5XEjdsRJLc4KBIoTqbU7S6VFtYlQD77TASnBKowQXcyz4aUSSSQpplZqKtmMWO7HhHFRQFcssRI8d3jcGT/kmeti+22hSK5JLLOXalV/FeTcO7CAIBdQpj5ZvFt9nOoHE9mBJ0lZgAuJDhjqqRLSi3l18dKAtI5VkMOKWNlxwxapAh4CM65mjwLCQgj8Hcm1xKQJO3+pwBCKJKFBcySUu514vosqYk9AyPS5WKUOwkSKlNMenEABpiWwqSvV3eqbj2AGAdDNqZLCpn9Z2Z7yllCk0h63xx1UO7z6+PiQCmExl8XTONsPezx+kUnZWjxOm5HBgHoGO9zRtSuIgh5n6DcuI4itGofs3ifxXzTrSrJ+d7kSZNs/ApvoDRWfkDj7VLm+u1oAioVsA0KbImVjo26gbolnMnZJ1XdRLn4X4z9VpUL5O7LJuEAFLclwVUeRnn96ISHOvYIPCCwhCu1EFUTQ9CdOyXT5b1SgIkUYVAD5wyAAJNqW1I66ht9/MaA2ihzuTaitkqkNmS7if+m3LcIlxjiWvVj2slXeSBWjctAOVLIjMsoU3BJCb0Pq0bJQIz1qPbxsd/Dw8NjbYUnhPoHTwiNE20nOAW/iGzCmV84G4+dHBEkUmViWSgTy6mCRNbetn3WuaKVu+sTQTzny2MXBM5EvF37YFcJlGsdHHffqt6WoxWy0qksdymr7Lpm94esaXXu+YpMsagghtzFAVAsR5B2W+528mqoCDxwzoEp63I8f9Tjer+SllIO6fNgzai5ew4K517CSv8TIXVnNoAoQBiE+c/XncDr/023GIKaqVddNxKASKWdyCt1ge4eU1AKGYNvRgySkSLvCte3IYVSCUs0jZUtVuP3adHgPYQ8VhNyXkHIFsYuQa/+r4jNbsx0WoC7pWFWMYnieMh5tuV8iAAb94vkkvGDK5JAZk9sGTApUiRwvYGSRtYu3imvco8BxFSrdqc7WSyBOJVotQRSAWvAnGhCyHir5buvEYgkGJRXkSGmAKl/ZzD/urFfSqNegR1bEWuKBEp16My2nR0Ho+xeqogh2PMQ8RCchahFg+qzNCopxy8JMlNegrWU35zjNSSCrJws0ftoEiGQEmmq4mnCCJyckmIWKfWvLMT/CkUPkyYBkL82U5nFfltKZpSdFY0HANhxiZgtIeMOCWRgPj9mkgIV8b3fKqGePYR87F+tEELg5ZdfxuTJk335nofH6whSSixfvhwzZ84EWwmDZ+q5mYwnhIrwhFCfUFQFuVlWuyjQE/dcy/eKbJybITYlVMYPpmqhUUkEuV1TjAeRQwJJAHEstK9BNQnkZoWNNxAXMZBqybxLApljcMoc3LIwkxWOhdQqpBQCQJKWM7f2NNh9yYiZjEzLZ4azrHF5UmFLBOyCigoKKCr4I+lFg1RvIH2O1AJB5hZKnDgCXdZlPX+K50akqqW9nlAbM2riETjjCMKa9RoqZurNj+1SZhcIAGd60u/69jj+P8z+UM5TyD3HliTSpBNMxtiUIJgFjdTHQKQXBIHOMKN0vZtzrbYp7cIAaE/+9IMU6jlT4CeiHl2gfakwlUK4fY/+zXWgIkMUFMo+i15pRSIIyKtLXSIo84mL9Qud0mAgX4qbCu1jUyaCGHS816VhRglk2sVTq1nyBsrBlIU53ckEcbRSgTiWqkuZzH4XyRgDc6445RMnIXO6mBW869x7bO6zMYpaToUyXdUFLGUmEaH3RRAEsjJpcw9IpQRLCZxJTcqo/WmkqmNYFAwgYLqjmjaENr59ppGDJJbzGuIsAAtqCHmAhDOkEoVzo8khoUp9uVRvDSVAkAh5Fv9zJKC+FxgSn3SpV9FXzhBDRi1qSsk6EUOmIyWIIRjD10+df3QkhfoFpRDqQR3qY/9qxcsvv4xNN910de+Gh4fHasKf//xnbLLJJj2/nzgH8R7m/T2857UOTwitJDpluXI+B3AzuHFuQp1rr24XBZlfkLvYdie/ZjJcGhcwWnq9j5nSKHUMLl1SxO4nZT4RxjA0ILT3TjAwmW3bpr6gBCp4EtlMqD1XegGAjOixjxUIIHPM6tw5ZIj9UPILLbOKkk57eknMTmRdpYt7XnKTcpjFS+YPYjrFGJLIeP4Euo28LLVX1oRNwYyapzEYC2yXslaqFoPuws1uH2r7grQ/FUntNeGQOC4JRdrwmVR7+pTyBI4ozMmlvXR0G3oy2WfhXKeq2xoRgYzBOZE9f8UxDSlEpL4vE1VG0HOXMV824NEj2sV/o16xpWHtFEEOaWPLgoWs/H6OqS51SXnkEwDGl61KBcp1jHdNonOdwlyC21UDFUyhpTZSFkENidDEj0itX05ij8tsV/2OwHSsN6ocTXY5pI9VQKHCf2ms2E9wyDa1UbcELyOE8p0h80rfrKxMQCIRimALJdAiiViohEnEI/AwQhAOgEw5nVYO2TIvCes1hKQF4gFCHiFkHFGkkgOKGKLcZ6UUmCo5wUlJewTT6l3dJCDn36RJfNccWjjJgbHUnZWlZPocu8SQUQwVFbfF78lEkkJKIdRLltnH/tWJyZMnAwCeefZZ+3c3KF433pNKYWW+T/4c9i8erYnncqxjG+8+j/dcFcdfvnw5tt5qq3F97yv3w7ed7xs8IbQScC9wN0tGUJM0IMveKiIgyS2uS3DNnYks8cAIEFAlQ3Z8tzwgyRbt+fG4nbS5Zs3uop3pAV3lTdEkmoot0J39lWN0qomFKGWjAT3hR7lLWW7yb45PpCh2+FInvb1hcRVK4a5IwrFALXDCzFPJLBpcOb90jsX4PcRCgjPpkGkcQaBUNCxpKnNWszhwy8psG/msS1m9oqTM7IeBlMrgGdCLGSERuOVe+vxYpZieuDNN3EnOIWXWTjjvB6TIRGY8R6AWMVIbmObOvX4t1wuOYsa4CuZ7029iiFhvmQJfNuDRC6omUKWuhaKwmHZRUAUZtUxRXVrVeKBtUsGJaZkRtRrPfNtMzDekvyFgXONk0ynMmkQDWZKBhXnyP6hBsgCxjpGtZloRL2XmPUfQxs1t/OgMiW5UL4k+f6KLeF81yROiFPttlGAV9wDbYCHIyuvs/SxP0gutIGpKgEiilSoiS5XZ1RAGdU2sxZWqWkqzjmySB+BJUzUi4CFSFuaIvKIK094TmKPsBDJSqILE54yrON2FujPVqlhmkgNAPu6jTAxJXWZXFdonNBnAeySEfOhfrTBJ08mTJ2PKlCndvWcCyKB+L5ZXBfr9XVoTj3F1YWXP7Zp6Lif6Ou9lfK/SXHPgCaEe0W4xYOvni1nMwiTNzbLmDJ5NxlgWx4bNjjLojHNxzNz+OWVimlwqKjeKCqaQK1ImIORNoost4834xiiUGKBJjKIxdbFlcbFjjUsA2Xb1IgES0/43yRRJQHckUHFi2O179DEZ1UtYaB+fMipk2Sl3bKmAkt7rDK6QElwCIVcthNXJDkBpC9I5JmtELYQqJwMAKbUVBwdBS/uRV+AYpZjUCzWj7AExQDrlHFLYybyUQncAE5C6nbCUQGZv7bxNl/+R2sn8edQLARKJvhb0QkSTasZ4dFWi50yBvyF5jBPtJk622rcq1hcUPOrvctmNekn2mpIiyPHtaZdYcBWQQCFmmBhslDg6/pqS1xJx4R6c8QYiZomgBMyaQrukias+5Yxy8T5glC9DFikoLiuRKsk0R+mTEWBWBup8SG68kvaxsZRaruqJaeWOsGW9Sg1kyrpMqZnZRAppQ68hWjhjCIOa8jhLmmrfTSMCkWbkStJSJtRcHTPnQvkN6cSAUjNRKU4DyB6riP+2+QCQqUgp6xoG2wwgI4bckl9ipNsIVJBCRPb+op5X1zNReQ4DTBwp1LNCyMf+tQZ9LTEc51jj9bxaVWbq/cKqIjB6OS+rg1xZ2aRlrx5pncrS+4GJJOXN+AarwjsOgDeV7iM8IdQDOl3QOSJIdE8EuaafxcVBqTzATJZFgSTJTWpZ9lsiN4nMsrRZ+UGurW1ByZIdtyaBmFMewEM7UU4TWWpZDDgZbmrjSSRSUKvl+FM4ngjFdszOcbrldbmFQdUiqbggKKqN4CQLc4ohBuIhuFMSIYMIiSR1zDLv+WNUPInuWMaZREtnTUNeU+dal5QhdbLwljQUAFp6u9qEWreuF2FYqSIgXa5FyJQ9Rthjj0+fRwIAYcgvVfaliCFeWECqi4YZPwky7Y3TjGAy59NuRi1WSZ87t4ygCv2+OfVcMuYXBR7jQHWWS/8uEvRuKZd5YYUyyPVPy/uiFfzmir4udtx8UkEyrtrT66dNiS2QlWYpU+IUSKpKWx3yyihBnXbxxhsoTYFYCGsKXTzUgLmKGaUC4mlTKWOaDaWcsSbVsRP3HULbfKdZoO9BXKmTjDKVGBQjXRH7i/deoYmY1OmIWdweAOhkgDLEDsCCOgLGEUWDkDyCDGtIpPL8SQrKoRRAmkgAstCMgSMKh6xq1HgNufME0p3blBIrAPHAes1JHuU6zrn3AHPvYURgTCcVtALIesvZe4FW9Gjz70wxVJ6sGxVSSSkEo0o2H3heLWTnNRWYiEVJr4SQ7zC5dqAvHoMrOcZYi9m1jQSaaPStHLRinFVFEhW3M5Gfcaex+3kOOsXffhI27Ui1CWko4AmhvsATQuNEV5nhXHlTYYHgEhimfMdZjLvS7bwiSBlTVhJBelw7tpW85xf5WflBIducxHqS3EKpxMGMWfAGSsBynWrcrDCQGUAbJZBaGBAirkvR9CKA4kZOiUSaiFLHJ7MTy1wCLSNrrHcRcyailR+csEojaeT6DulEbkmC3i6529UlBIYQiniEkIc5cijWH3e2OMg6xRARWlo5pDrWRAiCmm3dbHwmcpN3x4RaZXTVPjAeAoxBgJWMuFVGV3k/kLlehbP4cc+FUQlJWTIgLRtrq3IzxoKMqHOubZuFFgBI2iy0KSNoh37eGNT+9aIQ8rXEHt1hzAVBlarF3hwyZYuNzY7BL5CR0lWlYR3VMsbQmVR5sBsUTPmyHbNA/OdbposssaDjjAzqHb2B3FJW4wHELQEERJyByRQsHlFmy61RVZYWN5VaMlZqVBm3tIpFKKUm50pVE0ApUM1xmu5lJh47MbL8gelzlhqlKVMqSahtUdrSLxNA0oJM88QQcQ4KIrBAdUpDc7kmhAbAgghhOAAZRWhqhVQspFVLGf+/rCEB0HK8hsKoZhMiSBpZeZ6UOmanQBqDmO5Sqc26mT4XgvFc5zlFEul7Fw8ViS8S9ZGac6F/m2vJGF2rSXU+IVU5bjtfIed8F9VCVeg3KcS8Qug1i07XSTfzh9WpLHqtY3Wdj9XlITUegmgi1DDttr2mlqgB1cRQf2M/gbEejr+X97zG4QmhPqK0IDATbCBfFuZM3IVUXbcARSK4ZVxZdtgxJG4rc68gmJyJelW22RBM1eUBeqGhJ6GmJMz4RMTWqDQjghjyJtCcUdmgNHaUQCKtPDbJg+z43KywyVS7BE1BXaXOY+FzoSwAuRlo+7eZiOfauGf7lJFluu1uGkOypiJPgsgagtYKhqCZiaoi+pJUKYdMG2FFkgWIIm0IyiPk2tebcjltQi0pUWVRQpXpcR7qNvB54s8s0DgP1QKQdFlXxSTeLgzM5SRNpl09n1cimfJCBh7ULKEoixl2qWrnLOEEU744scSQN5X2mEh0TQaVnhw/EVRZElwVn01c1J3E1EJe2jHJGZOSZnsiyMAQS0YRqb1sYqHbxUtpO0MWiaCiGqjGFOFCzSaQtMDiUbXduOmUIqd2u1QbADF9TCa+cw7Bo0yt43Qxs8euYyCQP5SSasuN8aYLWMH4n9z7gkgVUQSo90F3V0uUH5DkEWTcgAwi1IM6ZFBDwpkmzYBUkqOYzcyriZQpNScg4qpLZcBDrZJq5svm7La1mTcP1HljgY3/grglcAyJT0bdGXDd2a5QZujec0mTZBXqTnfcTDVaQQwBpfvKWKRQP+EVQq89rEy5jsfYqFS6rqXnbnWVoo11DrslbfqhXhtrv6qe72T03++4XUwC9K+hAIF6IHd6ec9rHZ4Q6gPshd1m4l4kLVJhOm2Jkq8Pg7QGy0RQ2VJn0l40Dq0imKTjF5TzHpJmMlyhCNLj5byBHJPoVqpKwox/TppLgKvWxJkXkM4KuwalxTa8zjbtpN5V/Dgt60FUkstnnXi0sCeVipjo9DmRMnsGODgLQTzfsYelbYiy4j7bxYVeULAGJAvAA2UIGgQ1a6wdO91izDkzHWNSKcGFWRwQoqCuz1kI275e5r2G1C601ORXCuXZA61yIbJd0wDl5aRUYQF4GOqFZkVJhoFZJEC1qnfbQQsJQKr2x4zUwoYTA+fckk4lrxSzz/pznvCMiS8Z81jFcGN//onMwy1XGlYggoAsPhviOiPJu1OXpg7pYJDrRGkVmHlPuOzF1R0ijQq0FQvHMycrCzO+b8YcOuJa/SiU6pGajTLpIoWO5yEQ1tS5MKXNPFLPGQWQ+V/HfpdgTzVLIYQhrCvimXuOiQCEYBSq0uVgqH3st6XL2b1AFlWkQliCiJImJG9C8hBRWEfIQ9RqrppK+Q6Z/ZZaNZTCxFGpPZUiBHWlGpXGhNqJ/wCUwhUO4cK4FsfyUsMIE7+V4X9Z3WmVxnDuLY66E4xbLzhDCplxqYoYqjrx+n4ClBcYkqhv9wPvIfTaQjeLxdcSoTGR6PY79no7dxOlsOm2o+KqUA/1gxjqZpxuMSHlwkQ9+YB679AyPCG0kuh4cRvFipnwUmZK7LY5ty93/mZVXxx3wlNFBKHsLWPHItj2xEXSyhp0mrKrYtt4xyC66BNR5Q0UVBmUum133W26pJZDAknt4WA7faUy550jAOtVVISsCm5khOyORwfJQoezAIxBt41PtdzeWUSleTKFHAKERAKZAMQ0ecM4Qh6BBwytVIBJpc4q7ndqZvCM0EqF6rbDI6Xq0dsw6p7KLjv681SkS0aGmHOgMtIEqcvVzKLAEkqFc+WOVQyX5pW2RTEIcHwrssVre2JuokkhD481AW58qyrDKcKqGF1StU2sdBVBbov6bKws7gNGBSir475TbmVUNyJwlY7IKUGBfAmaaxAdEkBpUzckqFCBQt8LGXLbyxFAji+d9WeLFdnvxs6qGD/GJ1I4N+Z/09yAgxMHD6Ncc4NcF7CCohXO+TSPS/03kxIhD0GcIWUE0ueSHEWtAGzsh0PmhCy0HR6taX9F/FfqTN35UebJEPf8pKZlgCFw9D7KXMx232yaEGRq0ezumZ1NISWYalFqTafNfnl49ApPBvWOXudWr/dzN1GqmG63OWFm+32ab/eTzJpoY+uJwgMPPIAvfelLePjhh/HKK6/g1ltvxYc+9CH7/OGHH46rr7469565c+fizjvvXMV72js8IbQSyF3UVaVcelJnS8OE7EgEcZZXrFj1DjH7IjfjnAozUReVY3JLfDiLjRyb40zOnfIDwUOnS5jItQ8244WOGsiUhrE0zoxBjR+OkavbbTqlX84iwLTYjfXEOWkpn4rUWUhVkT+uAav6vzpQCT2ZdkmN4jhupl55/QTgLEQQ6oUPRG6RAJ1Fznk+EMtKvIJId4lRxqQJZ7aFsVEISalImzSVarsCiEmRU2EYZtnrog8QYCfuUqRaaKUyuiYzbK8JQxBq9Rkj1WFGkYRpSfJPUmhjar1QIfXbjCehiSYpIS0hqEoUmFua5sJcx5g4Ush3GfNYlag2eqwgghxz52KHQO5m6IpkvR0rTwIJWR337X1ExzLz/c7HX60S4Y6xtUO+u75wxQ6RnBECh/yPONmOlBQnQNwol96ac+GSPzxSxtTak6iRKLK/FUvdoCCGgDnGwjmnLAnBQE4Za3Xst2W0WpkjIBxSqfyZcs2BhNoEOmCB8kEa0OXPUh9f0lBx3qhtTclVK9HHO6oUNmEdkgWoBTUI4ohtp7Ks+UIqJASp8rJSEwLTtr7qvAIw5bmQAlyrhLJjz8d/TrrRATEwXlMUjqMYysaUgL7XgQXghfIx9xouqoVUbGf5fTSf3QQmA7xC6LWB1U0GrW1E0ypXbnRD9q4KT8ZeSOcu9mt1EUNFtWS/fa+6UQqNZ5srSxD111S6Nw8hOc73DA8P4y1veQuOPPJIHHDAAZWvmTdvHq666ir7f61WG/d+rU54QqhHtG8PmF8QKBm3zHWgcifwmdFzvpsYZJZpK/pPpFJCaMLGTNBc/yFOxoNIj+lmnqGztEBuoWEk+SojW00CtVUCpSmoWTDFNMoVt8TB7VQTOF1aEolYpLmJcqYGcs55YTHAWbYQcLummdfC2f9UwMkwm0VCNinPXivte5UhNiFgsIbYIQsR6SyyLY1IW+rYrem3PtdprAgifeyRXggpI2ogEbBZcLNviZRIAJAwCwNFDnGuStFsuVrx+pNCXTeMg5PKCpvXuBn1VJrrIlscmLIvl8gh7ZcU6OvYZIiNIsFcx6aUrJIY0vtVhYm48XoPIY9Vhcr4bxMBYxNBLvlcTQZRRtTrpIJS6mQkkEvWuCVipouYMYs3yHmuOd4zifWDy0ggV2VqGgNEXDUGUEqgFqjVLHsCuTBqz7AG8AgiHIAgjtFEIE4lRhsxEqHuAbEQaCQCQicFcsOQViAxZrtTBjyLN6Z0zZwHykKfatMuJZi9b6rHzfEWt5lKraTUx13jHCFXsT/ihBpnCBnDQK2GsA5QbAyyK5ojAFmbeR6CBRF4UIfkoU0OWBWWVg4Zn7nqJgTGaLzs/aSSL0rpBCFL8d/8ZmTKfk1pet4PrhivDSlE+poUUtprrS0xRLBlYqXxJiwZ0CMh5GP/GoOxFqQTcd10M+Z4F8sTpdJZrcrqbgmYDt/BfrZhRxvSuSPalHW32+7qPN8TRQ5NFHqZz/etXJh69BAa5/b3228/7Lfffh1fU6vVMGPGjHHvy5oCTwj1gE6LAaC8IHCzdkC+5Tuh0FEGqMgQ58vNqtrOFsdz28m75pGgsnIpSaVdGBRLmswEO3TKAwKzIIjbewNJQzTxUBmU6k41MQXKW6ElnAmxQwQZiwZoOTr0xJ9lZFTRu8I8VpUpzmeIswVPpoBCJQklYDqEqa5hjCRaqSbDGCHghIhxhEGAMBxQpJAulYAuj3O7mCGNAdZSk+sgQqi9hkzWOBXZ+U8FAAmkUJNvLgx5A3DGEPJaWd2D/KKAaeLHXHvG4UGVKziqBOaUkxGrbFNMxLRHEQPnzPoUycKCQ0qZL09wFwZt0M8bL5H3EPKYeHRFBsl8eVhRyZiZR7dpFFBUl8p8AqA4romB+ftJko1JyHnYpRJIUlEigQSQ6xBpvIE4Qalj0hQUj5S8gdz9N6pPGdZtR65YAqOxQCtN0NCt2huaGLKkjHNgjGAJoHrAFBHlNCkw++SqVKtivzlf9ph10iHR6tqQMaRSopkIxEIAKez9CCnQSAQ4EWqBIoLqgUTAgdFEIuKEgaCOKBwED5sqIdAayUqlpVD3R0D9TpqQXPnNRaEihqLI9RrKd6iUhSYEWYleAG66dTqlawQAAgiI6Tbx2bGb85Aj87XHnISK09YPzu1i6pStGdWoub6Lc3CJQhmZlJWLrolYbPVsKu1j/xqBVUmG9DJWN6TQyu7jSr9/DN5gpYZvR8D0QAB1w2/YhG5hjNxnMEbScUw4qvXKfegxadlvAqeTz0+/t9MPc+tVTaStrKn0smXLco/XarWelT333XcfNtxwQ0ybNg3vete78IUvfAHrrbdeT2OtDqwCbd/48NJLL+FjH/sY1ltvPQwMDGD77bfHb37zm47vue+++/C2t70NtVoNW221FRYsWFB6zWWXXYbNN98c9Xodu+66K371q1/1tH9jtcAsLgjMBExNsMkqayLtuRDKBCzRvgu2BXlqo6as8B4yYFRs75tlMkNC5oNQIGkEccQSaKUCzVRNRpupapueiszWgOsx65xQ07/DtAnWGga1hkGtEVCs99tsg4eQQQ2yNgRZnww5MBWiPhUNVsOw4FgRCwzHEqOJxGgidHbYkFpAwNU2h0KGwZAwucYwtcYxrcYxrc6x7kCAdesc6w5wrBMCU1iMIdnAQDKMWms5ouZSBKP/sD9Rcymi5lIMxMsxmI5gElqYwmJMqzE11gDHunWOdeocU2scUyKGSRHDUMgwEDCdFVf7lkqJRACNVGI0FlgRC6xoCSyPJUYRIqlNgahPhahPgawNQYQDWWccQJcaNNV5a42AtYbB4xHUSGAgZKgFDJH+LLn+ZgqpFgmJkGjphUNDn7cEqrxPOjc1kgIsjcFkipCUube9JlhGnAF5xY8wRJF7g5RSm1vHar+TJriIEUDoMdVCjbO8qZsph0tFWQo73u/UeECc9/bjFwVrBNb02A90UoaWY3/ufdDktSHUhRObHWWGJdIZ1yVc0pLXZkzbxVET9Oa7GJIqa2WOIbEZU/DQKjLdHxXzpeMPpMluThgIVBysI0GYjIKay8Eay1TbeK2MsZNqHkGGgxA1HfMHpyGpr4MGH8CylsCypoqXw4lAM8kIEEaK8BkMOdYfDLHhUISNJtUwc3ING02OMH0oxAaDITYYDLDhYIAN9M+0CJjKE0ySDQymI21jf03H/iHZwBRqYVoEO8YGgxwbDqm/p08KMWNShBmTI8yYVMP0SRHWHwwxtRZiMORWgRQLFXtHExX7l7UEljZTDMsQzXAI6dB6EANTIeqTIcMBgEfW+F+pqUbB4lFQYzmosRy8uQKRaGEwZBgIGepBZs5toEypVeLC/ewEKb8l22VUq0dJJOAi1vGf8vGfkIv/LlmmlKqkiUOWW3CRHTu1jS84lXt0GVJISnSM/X03Fu0x9nuB0JqPfpZFdSIpVuaSrBrXjFn109M2OozXzZhjvWbM82xigvtTMYZ7ntvtp+q6WP3T6X3F8Sv3azzogkxSStvsZ6zXTRT6acI/kZjo81AE04reXn4AYNNNN8XUqVPtz0UXXdTTfsybNw/XXHMN7r77bsyfPx/3338/9ttvP6Rp54YXaxLWKIXQq6++ij322AN77703/ud//gcbbLABnnnmGUybNq3te55//nm8733vw7HHHovrrrsOd999N4466ihstNFGmDt3LgDgpptuwqmnnoorrrgCu+66Ky655BLMnTsXTz31FDbccMO+HkPVgsBtJW8zuFVthc0YOfNoVhnITVhoV3JW7UWRkUtq0Z6VK7mwCw5NNln/HFMSZlRBFV4XRYNQ27JYK4ESx6hUvwUcGUlhjsEoklzjUu6WqMWO+sa0aDcfAFC5b/aGwRiINUEsAGccYRBBgKxSx+xf1l4Zpcy8IVPczx0QSsETDqhzREx1p0laUD4PVkqTmVBznYWVQpuJqpekEgDLStqEVOxtqvO5EBKMq88yKCh7YP62WV1uyRlzEK4CTGpW32R9pd4fO45zzBAAUaYcUoaimvysmF1LJRZaJUZyvsvY2ovXSuw3IBjlhUJleRjQNkZLWY457lVq4r4pD2NwFIlF6HuIRKaSrDahztSghmgiQwg7SlAq7LP1BwrrAAtsaVgjEVb9EovME8jEfB5kClBz/+JMx3pHmWRK1ayXWpKZ/GeEmhucC5lfIhWLiYG0gTbT+1wPIwgo43+jFk3M/krH561wWoUEVPv4bNOpBBAwBNGgKpllAeCWkrmfuVQdzCRTsZYBCHkEcEJsNsAof8+RgKDs3sP0ebQNAsyLZKqOWZf9cl1qDgaQLJeuq3tLdg8glplE565TfV9Q17WK/aYLmRnPvUbNZ70q4EvGXpvodgHcaX4xHqWKeazb67YdETTm+9y4XlTaTeA0aazvZF9asRf2X3Q4oNw6qcPrmb4n2tdSfl8rlUMThNVt/jyRiqEx5+nF+UoHrCq10MoqhP785z9jypQp9vFe1UGHHHKI/Xv77bfHDjvsgC233BL33Xcf3v3ud/c05qrGGkUIzZ8/H5tuumnOlGnWrFkd33PFFVdg1qxZ+PKXvwwA2HbbbfHggw/i4osvtouCr3zlKzj66KNxxBFH2Pfccccd+M53voPTTz99pffbZcOLcMuYbPlW4rR9rapr1Qttow5yvSiyRUB+XDKthPWCIz9eQWlkVSHOy0gZRZvxjVdDsduKnYTrsSVTBIvbpj5nnpmkpXbFQEb8mEVAVUmamvy3Mm+igkTePc7xdDbJd+1RGXlODGHR5ygMIRm3rYOTXCYVeqEg7U22lUqHRFNeQ7ljMV5DbkmWMaZmATiLwXmIIAz19jLSDoAl7kxpFtOlZIrtdhYFtqV8qs1lVdthSQxBkPlQAWVzbeUXpK9BmWbkkLuIJaa2oRcbTJvdGmKodL67IIX6cnPr0VTaE0KrH2tD7O9mweFOZk18tkSQKPgElcbJyCBTvmrgEv82qSCduO8QNbLNPcT1/wKQefDYhAIyjyCRgJpOtzCZ3VuMF5HpDCl5BPAwI/8TiUSklmA3xBYREBlliUP6R1o1a037TZeyhtOlrNj2vQg2xgS16n0s82iKtN+RMb6WkTmmSBlea5LITWiYe6gp6eNEqqyYARGLEEY1hLXJikxzO6+Ze7QUSmFLuhMnayIKagh1A4Ks+QBy5XxGwZvqLAExsmQNgFw7edhyX9UJUnKOlDKy0SUG3XHNPcWSPBXJBjO2KSNTY0j722Rgu23DvDLwJWMexeusV7KmCtUNBPLjr4zypxu495Z2zVNcjPWSfvMJ3RI/vbymODYrELlSNxjoBl3HnU5rim5jzTjGaEegtCMPuyWG+kbKFJsZ2J1ac72YusGUKVNyhFC/sMUWW2D99dfHs88+6wmhXvDDH/4Qc+fOxUEHHYT7778fG2+8MT71qU/h6KOPbvuehx56CPvss0/usblz5+Lkk08GALRaLTz88MM444wz7POMMeyzzz546KGH2o7bbDbRbDbt/8U6Q4O2kmhkQVsRQZkiKNe6FshnWo0BMzFrIm3Gs2aheoFRWgwUJoLWlFT/75YdAFo6ToQAWfkZAXkSw+xrmo2tTDJNl7CsPX2WXa0mgaoIoFrAlAw9HtGS+oYin1xvIuTVL7nj0gSA5IF9LvfbyXCaBQXJvN9RaVzG1WJBE0M8qAFBpErheIRYAnFqCCLKPIiguoXFQrWzb6ZmwROCB5HyGhKJ8hpy1U1pAikEiCn1FWcBGAsQcEVI2YVB4fMzmV0h1cllRWVP4ZyRJr/s4kBfX+7NVikJdBt54x8hCosCKaynkMkiMxaoBQRRbkx3YaCunYnLbvSqECoXPnisaqyNsR8oJwPca70tEVRMQ5syscJ3xya9iMrkf6xjmOv3osciuKRQpg4y4DruuyqjnPoy1QRFWkhYMA7Ja1YBKoMaBAiNRCBNgVYrtSVuQEYwEOCULWUlzRSPqm5do8aYuQlKW5BxExApZNzKiBzGAM51bOagILSm1Yb4KpUMuES2UWZpPzeZ6NLsNLXbIAAUhmr8SKmdglDF/Ho4oDyRagNIWZhTPxmCKNb+RIyApj6vgWlEEEWqCUPStPc3V9mqOlPq7pw8QMgjhKY7pY7JRULPnGOl/uH6ONP8sduLkQEszSUHBOO5LnU5f6GiUsiOaV9dIoYkKbIvJ9YaIxnQt3JhrxB6zaFXr5+2z1VcasX5SRVWt6lvJ6LFxXhOVy+H1O1+2G2MfxNjjlWlImKFe3AVqoiU3PPjPSG9+hZVjTGOuFWlYOv3nLpt4radj9QYmGhSaGUVQhOFv/zlL/j73/+OjTbaaEK300+sUYTQH//4R1x++eU49dRTceaZZ+LXv/41TjrpJERRhMMOO6zyPQsXLsT06dNzj02fPh3Lli3D6OgoXn31VaRpWvmaJ598su2+XHTRRTj//PM77m+7i9wEqBxxI/NZXPUCh7SpIIKEyAc9O56R7rumxS5yBBPZxYaJJm1VRqk2Q9YLAtfwVOpSKzsJ5yEED9WEOJVoFUigbFGTzwYrc07VoYuSJmh0RHvUNFRJmlYiySQunFRD1Jjtc61IitQ55KF6TVUdsSa0yHwGuuwNaV51JONmYZMM4KHOgHNI3SGGRYOIeARRq+dKIrISM9XJJdaZVqMcUiUQHFE0SZ3vRHXnkWZxoEk3SYlanGjSzZQ3iDCsVA+YCTzTC0uSsiz3d7PHLLDEpGQByCGGhHPHIcb1damvMVkwHNULLKkXoe2yxkC2MLD/jyVN7QGM9dZ+cg1PYLwusLbFfqDNxNJwPC4RBBQW0/qFTuwvkkFmZBv3Raq6F7pxv6g20iSuVbrouG/uI5wROFAmlxLdOr1AUtjjbKMEaraE9TdTnmGwzQCM+sgQQMaLjpIm2PAyFfuaw6CkAdkYhmw2kLYaQBJD6pp74oqYpyBSBJAmhCgagAxrWfw37ezbEUImzqctdYyJjnmtBhDHkElL/S1EedtRHRRE4EOTgaAGURsCC+oI6pMhgxpaYaB93bJ28qkAYgh1HlJZaEQQIgwLyQGHfCORWiWR5AGIBQjN58kjazKeTwyocy51NzCpj714ndhrUV8nnIf6nqHif1HhKXWiIUcKwZBrDjFkzrWjTLPvd8ebgJhvwAo+dt3Cx/7XB9qRQVUYj9Kkp85Zbd7SzVejirzq1zU8XsKnEyaKQisSQ0D7ErPc+9rskHnZqjJuroRT4tytkXVxPu2+ZyyVXFe71IkUsi8qlGZ3wESSQr3O+8fbdn7FihV49tln7f/PP/88HnnkEay77rpYd911cf755+PAAw/EjBkz8Nxzz+G0007DVlttZdXqawPWKEJICIGdd94ZF154IQDgrW99Kx5//HFcccUVbRcFE4UzzjgDp556qv1/2bJl2HTTTQF0UAU5D5cyw/aLni9XstJ7yjrKyEIasOQNlMZlRZAzZk5p5GSeARVIjWGlXRCkDklSzGabRUuQtYs3ZVRJLOwEWKlYsv3mTPWXCpyscMAILG6AWg2rBKKkkWWlNWGjNusQQMQgg1Bvv551sNHElGQmi4pSFtV6E9UqSuDiRr5EIXG65piyqzRWr2VcLZwYh4xHIXkEigbAuZrci0B5Zrid0zKSJSv9IiLEQmjlUA1BUAMlQZ4YMp+r9oCA8b3Qix9FEGXXi4EAWYWM9Xow14m7MNXlF2YBQVJA8ND6QUjokjJ7zejWxFICgmfXc05CqlVwDDmPCfNU1Vem3wuEXjMFflWw+rG2xH6DUveTYuyXhTjqvshROFaR/0B1AqC0yNdjqTcEVt2Yu58Yw35nTOXFI/JlwMbPztlXSwSZVulQZUyNVlry2QGUjN+2Sdfkf8QJNRKgpAE2uqJEBIlmA6KlfHYghCaAQqX4iOqgMATVh3S3MtW+Pg0HAN2ly5AksTbGriqz46RVrybWO2okao2CiQSysQIyVsSQVQ8JYf+XSQsURGBDTUUMJQ3IoI5abQhRUENUixDb5gy63FcnSFR3M9UtssUIYWruhxFqtSjXoTIrKUsVOUSqMyUYA/EYxAIwHubmC4BeFBGBeKgIeSkUUV9FHopEKXqA/GsLilGh7wHMJAckq76uTbIBTuwvfimc783EqEN7I4R87H99ohsyqK9zky4uMydnm0M7BVPx4bEa3ti/SyrDDu+r2m7bV4/vNd1urxd0Q265vkQuMWTPYwdFTNGiQnYgRtrZWcgiuWK2iTyBYvety5Ozykq0xqnInChSqEoD0O37xoPf/OY32Hvvve3/Zo542GGH4fLLL8ejjz6Kq6++GkuWLMHMmTOx77774oILLujZk2h1YI0ihDbaaCO86U1vyj227bbb4vvf/37b98yYMQOLFi3KPbZo0SJMmTIFAwMD4JyDc175mhkzZrQdd2Vaz5mAUjK8dK9Ahwgy3j4SZUk4y92g2vhPVCwK2pchuAuNvCKoVCJgFi7cUQURt+VSrirGjK0PLecPwRkhhADFsWpZnGSeCkjTfDDkjmrKePpYIipQCwH9vwChlQqIpNCyHbDeCNZ3g6RuUU/gLEJUq4EFNUhjmJq0IIPs7yqPJ5JCkeKGsIkZpFCGoMRD1IOa7Zim2jorAsh8/KkEOLQRqVZogRECHqrJvBQAEjvxVgeiS8qMCkdmpXHkkDhAlimGnrwTACnSkgdE7nik8pgiq+2HHqtwjRlfCRZkC1PiFWlgkVsYSOq+tntlQehxUeCx2rE2xf5Ok5qSaXTpBWXz6MqXUTZWSeFRGCenCnIVpgVZvUkqGHJpTDIoyHzhEjCVBMj56Ki3GT8Ht019wAj1QHe7bI0q8l13JqO0pUiWNM3Kv6BIIDCuyrYCRbhLFkBEAzlCSAY1q1JKEolUKCK+6ImjYr90mhM46sxQE0JBTSUmwhooicHiUbVvTUVSSZug0KXJOilARk1KBEiBKGLgQQgJkfF+UCXF0ompbiMCocmWIKiBSalIGpOQMQkJo+REAGjlqPl8iPEciW8IHO7Gf6Ck+LLnRycNIHXRrCwbRQPOfaWoFqq4xu2YPZVv9Q4iH/tfS+hrm/kuSZaOZFAX5T1VhE7VYRTHzpkjd7H4Hw8R5L6m6pwWiZNVoY8x576KtFmV32B3TeQSQzmlTQUpVHVvH4+HafE9JWKoghQy+7YqsVpVU+NAr7F/vO/Za6+9cvOLIu66665x78OahjWKENpjjz3w1FNP5R57+umn8YY3vKHte3bbbTf893//d+6xn/zkJ9htt90AAFEUYaeddsLdd9+ND33oQwBUNvruu+/GCSecMO597KqFdjE45O40GVFjDInTVFQSQUSkTYHdxYGbAnXaw1YpjSTs60sZYlnIEFepgpwyAcFDbRItrLmy7VQFlaEzxqQBI4RGEZQ0QbGjxjHbNAscziEphKQBtV2nBMDdds7YOQXiOLUdwaRUpQrS2aci82866DCQXbgEjIGzGsKgDh6qFu1uKVdunx1lDaAn2UlDLW5SvUgI6+AsQC0csJ1rTEmFu1hJhYQggoAEF9Dt2yMEUaDVSAWCTp8rNXkXVt3DoG8mxCuVPZyFKmPcpqOdvRFZv4nsxuRm2yWUPxIjqTPuDIzXMpP0ioxxkRRqh35O/HovGRvfex544AF86UtfwsMPP4xXXnkFt956q40tAHD44Yfj6quvzr1n7ty5uPPOO8e9b68XrA2xH+iODCo/odVAxfKwQrcnMzIzWUqrCJL5sdwyYx33pekkCECkLhGUKUxtly6jgjRkEIBcCZujBhXEdRzLOkUaUkN5ERmyJWttHnGmSoJbo8oTJ2lmRLs2o6doQBE+RpnimPmLaACmW5lVozrlWElDIpWxLVGrivvmkMw5yGJ/qk25A2X8X5+UGVsTsn2NG1l3NVdFay8EbQgtBShpQsYNUBBhUjgIGdXQ1HHf3LdSTdBJZI0I1G+VMKnxGnhYV4R7RSdPRQrBxtbMtIrbC8h87Gkq9TEH4GGYKYtFwTsPWZIDJLOy3wLRpMaWoHZqIb1fOej7SaVJ6gQsNHouGRvn633sf22iLRlUcV2rF41v0T5Wu3JgbGKoIxE0VgKiAuMlg8b6rnRjdN3L61emlK2bY2pHDGUv6s07p1tUzsf1drstISuP2dv7qtBPVedEqIRUX6PxjylXbc5ircAaRQidcsop2H333XHhhRfi4IMPxq9+9St885vfxDe/+U37mjPOOAMvvfQSrrnmGgDAsccei6997Ws47bTTcOSRR+Kee+7BzTffjDvuuMO+59RTT8Vhhx2GnXfeGW9/+9txySWXYHh42Hae6RfcL02pNa+zGDCdvtwOLAbG1wdwTKTdhQYRQBwS3E7gTUY4lVI3GssIplx3GpMhdiaHcIOR6xOkiRlLBMUi14bXjM31RCxkhQ41sZbmV6ltNPEjjfePJn/csoRWKhGnQBKryb81bjaqd8iusjHmjpCIwgPIFgmk1TqBVjWF2tA5rA0iYIQaQ77cQC9sbPettKUdpWOV5W2NgAUROI9QD9QxqbKBbHEAQBtRSzQT5TGUMgbOawh4aM1PXfPp7Jgc7x4G1WGMyC7WzGcfwywMFOFkfEOkWWjmrl1FOHG9sCT9WrvI0IoARsofiTOz2FRGzlT0x3L3FeY78NrI4A4PD+Mtb3kLjjzySBxwwAGVr5k3b16uY9baJBtdHXhNxn5AkfRAiQgyrzbGywaGtM/5D9n3sxxx45JAaSJyBsFafGiDYlFtpDbGIFmUjW/82Bz1ZSqF0zJemeWzQsyPdEdKnmrD5EaZ/AegSJ+wDuG0qVfKnwHEUpXamp84kUgaKVKRas80iTjNB3xGitw3fwOFe4DMFlRCao8jWT2GIbVCxsHZAGrBEMLI8bwzx2ZKnU2Js4n/IgHFo5CtUYBxDESDilSrDSDRx1bsUikAxCLzhOMkEfIagrAOlsYq0WDIOxdmu/pxRlzfl2X5GhBKecSJKXJIyuwzaaPuNEohSGSeRPp3O2IIlG9oINssmNd2+Nj/2kPXZJCLDkqOyrE6jdfBP2ZMhdFYRIWznx1f1ubxqm/umCbcffq6Z+uMsQdsWwKIzqSQGytLxBBVl49JJ9b1jArFWb+IofxcpD/EUO6aXEly6LV2T3gtYY0ihHbZZRfceuutOOOMM/D5z38es2bNwiWXXIKPfvSj9jWvvPIKXnzxRfv/rFmzcMcdd+CUU07BpZdeik022QTf/va3c0ZOH/nIR7B48WKcc845WLhwIXbccUfceeedJbPRXtEpQBeJIOks2tuRQZxlnV9yJQgOuVS1GMiIBmlJIDXRhPaKkSB3IkiK/DGzamtCzSMkerxUE0Gm7S0AR4KvSRRXCVRBmJibkvX80b4U4CFiUqaczVQijiWaSWI7tqRCLQJS5/yqFslKgUTktkzOiJ1iqDHn2RifGvKslUgIKdqOr45NtUoOGaEWDCKqDaE2AJ1FHlVZ9qQJstl8vUCIR225RWQIr6BmlUNCE0RmYWDaQnNGSEiVtQVBLVP3uOfTfHZS155JoSfn0CVqGSmUCOmcF6k/N8cTyMnyqiwyEBADI1LXk75WzbXktiaWBIABJLMyheJ4ktwFQ/sbQT9uEL17CI3v5fvttx/222+/jq+p1Wody5I88lgbYn9b7zgTP6ok4B2IoNwYyIyey2RQngQy8StNqkulODPkSKYwtYSyVRaVVUZCEwtxopVAMlPfqM7m2hdOK0BD0nGw6cRBkaj4Z8+ZTjCwADIaUH5E4QCaAhhNBFqJxGgjRiuVGG6laCYCjUQoAqjQVCHU260HDDXOczHa3AcKfJAT9wkpk2glQCwEmokiuuLUnMNsMZA1P2CYXOOIONPbHMBAbRD1gIEnDdUIQSuJoJVElLQU0RaPwnThZEGEMByEDLOEhyGCzPltaVVPou8BAQsQhmHm81eh7lHXnor9HARBsPd295ow8Z8Lo/AMwDllJH4bdQ/XjQFSZ0x1jsrEkGlkUBynU9zv56JgVXkI+di/9oGozH26z9m/C3F8XNvotEjuhrQBxkcwjVHG1M7TxiXIO6G49SIp0+lrs7KEQdE7p+3rcmun/Ivd4xuLFIJ+3oxgOs8ZUghAqXysZ1KoneIMcD7/CmKoQBrat3ep3uknCdNPcqgfWFO7jK2NWKMIIQB4//vfj/e///1tn1+wYEHpsb322gu/+93vOo57wgkn9Fwm0AntgrSdbAPW3NNMUKtIILftuyWCCqoLM6aAozJyFgTmleZWYMfVY1tfAlIreWl8EXSpmSWBElkigcy4hgAKmTZo1mVTlgQymVN7gpglQ0zrdhHUMBqrxUAzSbOssMgWAyabazK4IWNqEcKYImn0YsBkp0222hBD9pzpyb7JzJrJeK47mCaemmmKOJX5xQEDapwjCghRIhAywkDAELAQA7UIAYTynTBGpSajqwki5ZfRVGURQQTGI/CgBhGEdrtGeZVKJfdX5R3SHg9nETh3ugIVsrtqUs/ASd36uD5+U9phxmaALf/i0lwXHBDIk0JSgBEDIwbOmT1/xQy00Bc0EWUeQ2ah2eZmOZHZgZ5vDACSJCm1F18ZH7H77rsPG264IaZNm4Z3vetd+MIXvoD11luvp7FeL1jbYj/QYUJkyfvMw61dAgDIk/8ujMLIEEFxqpMKMiM77HjISKBcUsG9jxApPzbnXhIL1cggFiI3ttlHE1sDHfd5qsh/ao2omJ80bFmVnbwS2bJfWRuCDOqIeQ3NVGJ4NEUzkRiOU4zEKZY3UzTTLPabUrqAM03OcNQDhkmR+q3ImXyzgpBnx23PnSWDTKwHWqlASzA0E4lmIjASp2gkAiO6QYK7fcYItRG1vcGQYzDkmFzjqHHCUBiiFtVQj4a0UfYK2y0TaQpKYkWGEOlyuGHboTLkEWpRvaKkTP3EQoIziZYmp0IegHiAgFCt7hTKi4kTwDgh1uRSKlWyAebeApX7kfo5Tgyc88rEgFogqc+R6/IxNylgrg3b4QwZMVTtLTSxpFDvhJCP/a8HdE1gFMopq1Cl4Mi/oOr6b08edLPwbzf2mKSEcx/q+LLC/y7BUk2aVe9Pz8gpZbojGXLkf+H4WOGIXIKo3ejmcaMWMqQQkUO8OJ+VLBA4Y6JbYhCAq7gszad7OFfua/vqz9UjOdRfw/Ye5/1epVTCGkcIrU3o5qKWWnoNZMSNmVgZwsaoeUrdxIpBQGebhVZtmJ8iGWTGMySTLTvLjVUgmGQ2MXXLmgysKsgsNERsCSBKWmoyXDBhdj2BTFeYmEVIEoGmJoEaqUCSqqytIWNMWZghgBiprLBLBNW58V7IFEpI0sp9cE1X0yC0fhgBU2RQIxU20xxrYsrsQyqAmASQ6BurBACBiCnyI2UMtXAAZIJ0Ygw6M3WUu09SKFk+kwJBoCecqZp+p7oMTurJuzBeQ1JCMP0Z8LD6+ihkijnUe4smaCbbL/UEXd3wnBuOWRTovxkLVLAVekIv8tliu3momyixsTMWE0UKMa3uGjeIcN999+Hss8/OPXzuuefivPPOG/dw8+bNwwEHHIBZs2bhueeew5lnnon99tsPDz30EDjn498/jzUS4yWDXJTKxIoEL7L4bMZxy4KKqiA37nNm4n9F3AdyHnaplNbjzPx295EoI5ciTmBprEpnncYAWWcsh3RyupPJcEAlAVpKmTOaCLRSiZE4xUgs0EwF4jSLZS4RFDKyZMxAyDQhT1rBo5Q8LI1VB0hTXuscL9dxv1arqVifEBIhMcoEaoEikmqJAGeEWJNSMWVJgVidGBtXQk4QkoGRhIAACwOEIQMz25UCBF1CLIVSberP3y4cQqFVqBHACTGQi6tSK5okKRWmhPZrYqQIfHcs87fIyn05o6zst5DUMZ8vh7TXgEpEsdw+FkkhViCFDEzcN+dHkhprPKRQP6BKLXtLBtx555048cQTc4/72P86RBdk0FjvK6KbcdwSy/Ggq+5V7uNdqIOqiKB+KJPGRJelbe1Quhc7xyGlOi5z3GMphoxaqC0pBJTUQmofuiDnxkseFYmhwnO9YCKIITPe6lAM9Trv92VrZXhCqEdUXvhOeQxQvSAwk5aQGUKIMnPeNDP+zY1JpMoF7CReL+idMTnyJWeVBJOGWWgkmnwwsnlXwm5g5PghU+qgACLz00la1nDZZi2N0XWhNKxFgVLhtDKDUmMUak5lyAm1IHC6lFFOCeQuACgeAZqtfJlCWk0IuR3LOI8QsgADYQ0yHFQkFcJcy2BjnpqkyqvIKG2kzt4KCcRMvTZkhFbAEPEBRQy5pWQuSSaNibfOovMATKSIeAiuSSrVqtjJ0EvlMWTk/pwRuJAIGANjPGfqTFKAUjWxiDiHlAQi7bskywSOVfeolSSYufHY60931xGpXmgqUi0ImC1VtOM4MDJba1C9CpVCK6MQ2muvvfCDH/wg93ivGeJDDjnE/r399ttjhx12wJZbbon77rsP7373u3sa02PNQtv4j2yiYWK/i0wRql6jluF5hYYaI38Pcf3BOsV9t9SYRJzbdo4I0srIosrUjGs81YxJNJMpWHNFvmV72nJK0ZTyyHaEDCLIaAgiqGEkFmg1UksENXRZmFGyDIYcLOLqPsPJKjLrnCFgQN20r+dkFZnULKiTDCHULvYHKu7Xzb7VFUnVNPukExTNJFOqmuSAIdEBYCRObdlxKyUkqUTECYO1qQhqk8Faw0DSAotHFVmm/d9yDQJS1cZeBhGicABhEKEpyDHOJqvUctWcqYSN/5zzXGLA3gO06kcyynz3nISU+7tS3Yk8KWTLvoiBdAkZIU9wWlLIZOXd+F/8ikwQKbQyCqF58+bh+uuvzz3sY//qw6pcqFWVia20P8zKjNOJGKkgXzoSMl2qgwyKPmzFc9MtuVW5L6UX9kBmjON85uKPvdeq30LKlSKFAJRKyID88XbsMjpestEhnDq1qh8vJiIWj4cU6ht51KtVhC8ZK8ETQj2g44VcmMjbhwFbyuO2ACYh8v4AboBxDEkBoLhZTtmYpOXlJYLJvJHITpCN/5BrclkkDThDzi8iYE522GaFs4Akg5r+HdlFgeAhmolS25hONVnHLbVLdc60F1DeoLQeOF3K0ji/AHCIKBk3AZFCxsq3Qprz6YJxgDEQV22NWRBqwioCOEcQ1FHnISaFdbVYGMgbgbZ0WZeZYOt+X4rAkRKpFGgmQJMTAhYiqkW5jjVIWvluQaYVPBqASMADpcThnCEhlPwl7ETeUQypMjo1ic/USBIETYrpki/Jne5DBVUBETkZXr0YIJPVrlKoqW5qhhwyi0sXbotidd23v1n1+4a0Mh5CQRBgypQpfdsXF1tssQXWX399PPvss35R8BpHOzLIXJU29hfKdCol4cTsOKJwLwn1S3JlxoYgiNNsTJ1QcH3s2sV9lwjKd95qZJ23RNZtS8VPZC3vHZPoREKpQBtprjRXSF3+GzFMqcHGMUP+W+KHoNrUJw1Qs5nfvm5bb+K+BAAhIItxH1CxH7Dxn4IIxBgQ1CBZgDCs2Y5mCCPIwQEIXsdoLAplxZkHnTpX6v/RBGjpMuSQAbVwMsJaZkJty+rcRIUUSlFryBweoxYOIAq5ul8yfQ/QL3cJHDAC6WAeuASOlICItWeUVvWwAGCZAtiqiYskPhx1p6sUKqhFi8RQkewsKYVWYba4V0KIQD72v04xkdfneMigKhKnetAymdCWdKlITgDV6qCiKqgtEdRleVrlfq2E+ic3RhfleLkSK8oMmauIIaAzMWRe55JCahvlErLSPlTsW6fj6AaVarKVJIbWdngPof7BE0LjRLdlYu7LXOZdLQRSRdYUjZftRpjzQ5bEMZGLqVlfrpW821qcHPm6zZJCS5KIlTwLzL5xykoPXN8IEimo5fjjCJF5JHHlP2RKw1KWlWSlSYokzbfcBaB9EQicMZuFrgVMG1OPKsJnhc6wal8el/jROfX852Lk2GFU/aHoxYKMW4o8EkJ1VNPvJcZBUd0agQZBhFpQh8wpiTjiVKIlZO64jEdPrFU8YWoWVBGCqIYgMn5CuuuOIeqEAERLZXZZgJCHCFiAgDGkkuwCyvUJyUq91HOk3F5zmWJ7I9efPWNcL9oYBFhlCYuV+pNiAqUokEI6+2xqp002mjQxVJxwVMpsK9BPUohYb+0nJ7qW+C9/+Qv+/ve/Y6ONNprQ7XisGrS7nouTb4NS/BcF8t+dsJp47ZQHqzHU8xyojvtJmo/7gIplAEBc3UMkLDFsYJIKWdmyVoIStApIGSar9pVC3Y94WEn+WwK9WSb/AUUwEZTiyMT8iBNYrA2aG8OgpAHWGgWSJsToMJDEkEkMIVIVw03JlCH5AxXvKQwBhBkBZCBSyDRV96wkhhxenhFH7nhBqMiiWh0U1RGFA4rg0r9FNIQEDKOJmyRQBFEqgBEhlLI1kTr2BwhYiPqkSdprTycH0iRLDkgJShNIIcCkgDQKJsZz3kIuiW9LykBW1WM+8+LnT1qtyxkH1yS+G//bqjuLl7dI9eOGYMwTQ2q/pP1tOne2i/0T03q4d4XQRMLH/jUT4+rU5aDnkqhuxutm7LHIhBwpU30/ctGJDKokgnJZ7uovT7tj6vU7Xyp7HkPNlVMpOe8zcYcIuTKydmohoxICxiCFzH4BHQm7YtfQqtd3g7Ylhj2U3a1ulZDHmgVPCPUZbTvRuFlhQ9xUkUGAsyigjBhCNunKLQj0pBJSlDORZji0v5ExAgTUQsP8n+sepsuccuNqIsV0jwHjEEFNmXcmItdFxS0vysoaKkrARpeB4kZGCCVNRQIlLYg4zqt+XMWPyfiaRYqTXVcfiJ4cm/13MsvQaiKZqNIK2WyoccMILKpDBk3IOIQMm6pbWG0SwqAGLggJM4agWjkEdQNJtIqIkzL05EIvgHgNnBggAhBpdVXqTOC1qoekRMBDMGP4LSWYpNLkHXp7SsJffKJM4pg7mfIE4qUMr1kMgHT+hCqyH07GWEoGQJNQ2mfC3GTdMbslhfoB83WZaKxYsQLPPvus/f/555/HI488gnXXXRfrrrsuzj//fBx44IGYMWMGnnvuOZx22mnYaqutct2vPNZOrDQZVFSCdhivqDA14xXVpTa2Ffxz2k0QjeGwa8BM0CQ96WYBqUNgGwLLlmCxrDSMR4glEMfKFy41ZU8OEUSkthkxQsCV/1vEGXg8Amo2wBrLVexvroAYHUbaGIFsNXSMTpXvGmM67nNF2gRh/m8T/5kzpdH3WpLCjkcAkED9n6ZAMpyND6j7SRiC1YdAA0OggSmQYQ0UjYBFgwhqkxFLwmgsEAtCC1m5NVSuR6uHgIABqVSNCGrRIFgaqvuaTgrk/HpEovYtVWR7xEMkBDAhkcpxTNjdaytt6fiviCE1b2A2/hdLv9xrx6qE7LhWpmQXUMW4n1MIjRH7+68Obbs+7St87F/70et8YzxkUDddqHoml8Z4nyzMwQzK5cvZvQnI7k/q7wIZVHXOXHbEKpJY4f/qfekWpTItM7ber7HOs/XfMf8bxXohbpm97LSLY5JCZt+ASqKnUjW0EmohDwXGqKdEcC/vea3DE0J9RLtFQRUZlJu4uSUCpCe+TlmOSiqbTLFDBGkzT9vZS4rM0wFQE3eHXDI+RGYHzfchYFnLXksCpSkozjpmZQfDLBEkedZGt9VMkUpVZmW6Uhlw0mUB2gQ64oRQaP+fYZ0Vbg7brLBoNSxJYzdbyODKoA4ZhNajSIZ1S065xFBONaUNsEl3g6HWKJDGWSa61VDZY505piBUJVIDQ2qbulsO079FfVD7TgjbwUZCEUQx1GSeE6GVmvb1HCEPEAY1lX1ncXZ+3QVCGoBYAK6VPYJ4rtOXuqYy2asp4cp1eClcC6SVXGCpWhCwAIxUOYEqSVELGkZaLWWuQ1PO6C429f9mkWGuCXOTbffdmGhSiKjHsoFxvuU3v/kN9t57b/v/qaeeCgA47LDDcPnll+PRRx/F1VdfjSVLlmDmzJnYd999ccEFF/TsS+GxdsLEakAROOq3U8brwqiDTFcxmY2Re4koqEtNR0NNLlvCBrDJBMkCSMbtPYRIKYDcmE/mPuJ2itREkCSmOmWxwHaMNCVhcUto351yObDxn6vrmD8YMoQyAY0uBYtHwUaXQjZWQCxfgnR0GHJkmVLx6PJfU+KrlJsMNDAEFtXBJq8DWZsEGUQQ4YAq8w3qOg7xbJFgkiS63MyUcLGkCbFiCWSrATG8HGg1IBojQNJSJJHZdhCB1QfVdietAz40BaI+GTwaQjSwDkStjpGY0EolRnVptCkrbpG0Pn4BAyIuEXGOejhkS6HhqK8o1crRpAXwAJwFYDy0n51b9quui6zMCyzISBpLDmafHdJEEV4iUa/V8b+YGHDLfQnmniKgiH+jHJAAMoLQqIUkUamzz6qEj/0e/UKRZOiVuGlXNlQ5XuGxMdvOV26vPfnikkFjGUd3RQbl3lwmg7opVasatXjUuZjiEkOdiJSKEiobC03pq75JuaRQ1fbboSMp5G67G2JonCVgY5UJjgevBWPl3mP/2n/s/YYnhPqAToG4lBl231fwCDKTWdNiOJUyNyCZ8UxW2P5OKomgnMGzMy6gvYeIrOeQHc+QQA5BASC3IADjiClAKqE8DzQRZHwKDAwRZLLCASOEaRPUbICaWXmAbI1CNEdteQAAS8ZYAigcgAxrEOGgKuPShqXGFLSVSqSp6/OjJvYMqjtZwAJwGkB9QO1HjQRYa1gtFIaGQdoIVLYakM0GZNLSvhQCcniZ2udWAyyqg1ojkGEdFA1hIKyjFg0hlsBoDNvS3pwLU1JGKZAwQiAIEVMdZkIe6S5tTYAcUihN9OenSrIMORSwAJKX1T3CtvwVuvQL+qbiXBdposazz6nrjngIpj0mgCzTTdDG1SzQCwyeEZmlL0BZKeR+HzreOPuIXjMF48Vee+1V6t7m4q677prwffBY9RiPOqiYda1UWzgT6mJHMSDLSOaUoC5B68R9SwSNEfcJKiZXlpuJJFObuvsVRIqYMN5AibTm0Cb2q5irCAVDBNUCRQQNhQwhBFjjVVBLEUFoDiNd/ipkY0QT8i3l/6YJeASRJeLZ0GTQwGSI2hBkOIikPhnCxlxNxrccpY4T+wPGELIIUW0yIn0foqQJNmUZKB5F0BwGmsMQy19VsX90WJFSWkkqGiOgJIaMY4iR5eCT1wEbmAyKR8GiIUwamIq0VkPAHGJIqoYEsZRIYe4JAs0UaKWmXC5CVKupcjmRQKYtpcoynyupcmwiVY5tyn6L8V91CeOamNEkPTGAEkg3KSDU/UARZQGMQlk6iiGTGDBt5K2vnBogu3at/KesFnIvb1clVPX96ee9oOeSsXGSWD72TywmeoHa7TU3JgnU6fluCKA243Q6/m7OTdXhdU0GVZWJdUEGVamCSgr03P50PgZ3Cpfbd8e0HoDtZlhJsFQk3IukkBnKVbZ36sDWCW3ntu7n2+a6KCmcOlwv/SKDJvJ7tqrLxZwimnG/zyMPTwitJDp9sdo+RQQQzwKoY9ArAaSJChCmu0nWRl5ncnUJUC4A8nJWuEgwlVRGpuzAdMNyFwRmNmeyw1wtCkRYzzwU9G8BWNmlWWyE2phUtQcm8KShSZVRRYK0RvVipKl2uzYA1AaU4bNWH9kMcFiHjIaQsjDrVNMQaImWyk7rFsa51vUO8WXa1odctTAOGUMtINT5IKJoCANDGyAkqA4xcUN1sTHddEQCpLFarACKNEuUnxETCRCPAmkLNR4hjIayzHnBZwjQ3b5Sp/MXp6yULFWGoFIvCkwrYaCl1DdcEUNGmVWl7pEs1B9ZoD/PIFMR2As2Ow4w2EwJZOZPkXXV0a2LiYHzWq6rWaUJbpekEDAxN42ezeV8psCjR1Rmcisk+OrFInuBm1V1iCBRmC1bMsjtVtgm7tuYz5Qa0MQHVMX91EkoJC0dJ9Lc/tm47zQIiAX0b2W0LHQXRBAQEdNKSJUEGAqZiqtNUxK2HBQ3geYwZHNU+QDVB8GNAsgoQGuDSolUG1JqpPoUyKCGkUT5t43GAs1GbFvXqw6RwparGSivOnX/qQUMdf0TMI6BYD1ENcLAOqRUS61hUGsUvLVClRXrfUQSa9WoABiDjGOAjYABKmmQxqBoAFNqk5GGIeoJOWQZ2eYAqZSam1GPCwgkglDjNQQ81CROK2vWIFKlKiNSZL7+LIhxSB6BWDZfSPQxcxaCeJhPGFWVpVv1lL4MpYrZzL2f2OuAW58i1awAKC5s3Bb1xqMDaL+WzL+3P/eBnk2lfej3GA+6WUV2IAE6jbMyi/R2X6PxkEHZYB1KmKpUQUUiyHTltfvg7ufY33fhkLRV5FDOo8zpZptTdrX5nFxSqCpedSKGemltnt94tWqom+5k/erYtqYQrkD/9sWXjPUPnhBaCRQv6E4ZYvV6h8p0FgFqspj32zEQ0u0kBhVlq8YDcqVmwlF9iNS9KRQWGaZEwGQnnbFy2WHH7NJtV2xaH4dBngiyrYrj4axVsSnbkgLWnDSsaZJDKY9kpBYDIqzbcqxWKtEYkUhEyz7WSARiIaxCSUjTlrlcrgYAI7EqWQtZYgkiRVbpRQIH6ryOKBhArbauKmuTiSJ/TLlB0oB0yjMMeWYMQVncQBRECMMBiDDMSDORdQwzn2kqJVqpyvBGPEAQqkUcsSxbXPQ/ktxZDDKeU/e45tPKJyICDyj3OXcicQiZtwiQ/YYm+lJS5BCnfMv7Krhy3HaYCLXQynQZ8/AYL4rx3/230o+hHQkkZWmirL6PFRemVm249xEQ5UqLUglIIWGm5CahYParFPcNQeASQaY8zJQF6zicSsVTMyIETJWrEqHaF665XJXomhbsRv0ZDQC1IXW/4oEt+xXRIGRQQ4sCpbaJBVpCojGsYr9L/sS6a6WJ+QBycd+Ak1YLkYn/lEsQZC3uhxAFkzBQ3zCnJKJ4RN27nPb2MGdWpGDxCGTagoybIB5iUm0SZBQijoLKBgSAmickOjEAACljiLTHEFiAYhdPkkIlCgCl7jEluhqm02Mspb6/MzAWIXDjv0v4uXDUncZJw5xGO3/Q54942FbtbMYyiyx13RWenkCFKFGPsd9jjcFqK1/pVH5knh8DXSlExnh/x+d7/NpU3UPakUHVHbEK7y8ognJdNZ31i5nrFg3xu4KOYwDsGiM7HhWXSJM3UpNDhhgym+i2y5s5B+2IobbvW5lLtV2JGLpQprUbow1W1XdqvHF9Tegu7O8XZXhCqEe0ywy7aoh2NwjzXqsIMt4LyAdN93q1f1q5owAcgzTXcyjVJUtui1mjNII7jnSMrfW+2adN9zAWqNIDxi0RJPSiQC0E1Os5Za2KOSMrhbdkSppNcBXRlHUnU8RQHTKoIdaLgaZuV9xIBZIUBQJIWiVQdq4IjI/9BVeLBqnHk2CUopkqYqgVStvyPmKEWsARBUOoRUPZ4kBnhXPeSsYQNIF9nPEItaAGEXCwVNg2zwLZzd10DDMLmYCHAFHe+6F4Y7MZXzUBkaBSO+FUf95SXzdcZ6Ctf5UDsy1GGYFokMvsQF/PTLOSZMrUOhBD1PtExsNjTUZHZWiHi76SDNLPubG6/eAEmPIcp9QskUCaZjHf3QMOqRoHmHFddakdt2AYrZWIgjgSHb+E3kcGAAQEjNk29SFzkgDNFfkkgFE8EinihwWZKXUQ5dSfjZbEaJJYQqiZpipWa9WlIf5dhFolVav4TNzSKvMDACNxmksQDIYc9YBhMOQIODAQMEQ8xFB9GsIBrR51lK1kOq8JAUICaMJISgEZRIjCAYRBZBsQKPKKKjzg9L4RAB6CmTKsANXxH7D3AEY8I230Z55KaMNm/bFCx3+RItdgwF5LY0Oiwl8I+UWX2/mmk2G070DjUYXV7mVSRQp1LN0p728vvj+rGh3XJvZFjpKlVNKW3b8A5ErD3PWLdOJSL3DvhW7MNOp1G5NM4tGQ0OMhhtzSMSdmtVM4trtEV/oz7kZRVnxdB6zK71Ivx77av+sebeEJoR7QTZlYpfO8fm83RJBRbJiuXEbq744ptWeEUQOlTrmUy8wTESSgWgnrfSsRQdzJPBNTJVva0DiVEqlV4qi3cJ11DrQiKIDu6NJSncEoaeZMT7Nxo8wEOqghZpH2XpBojgo0khitVGAkzhYCxRKwkDOb4Q1Z9ptIVVBYSalR5EC3B5YSrUTa0jKVaZYYiTNllFtmMCkKdPaYoRYEGAjWQVRT/kOUNEGtkRzZRUlDnc6kaYk0xgPwcBBgHGkQWjLLHI+QyoODk8oUcxYhqEW2VK2yexAA4+dDjFtlj7mO7A1U6GtISHCmVUOM1OKgIBFWqiJ9Q9SLFGVcmu0nI01i6vNMUncqIocY0p+12+KzHfq9OFBtmHvIFPRtDzxe76iS4Bczqm42tThhNmSQ6x1kfRIqxomFhNSqIEM427EArerLlKGu5xAZBajZT1NyxiMIkCIxNBkkpQSD4os4Y/n29ElTlYSNNGybeuWFpkuemE5WRHXr/5byGoZjgdFEYGSFQCNp4B+jMUZigRWtRBNAIitzZlmsHww5BkOOGlcETqj96Yqxvxj3m2mKkVipS0fiFKNxqhoApNlZM7F/QG9jaj3AUMQxKayhHgxg0pRpyg/J+M9Z9VMLkOqeAKYTHSzAQDQAcFX6LIijVUgOmJIyCRWnAxaBBzXd2CHOYqoLff9WhLx+CBWff6pUnSGTIGLgxMA5tfG10vcSXTZWdW1KZJl5YhyQFYvoQvxfVVDfl17UoT76e2hMwILbfe1YTTXGWleszFSppF61Ozg2AdHOIwgoJzRWlggqIrMvUGNXkUJA3l/INZ0ejyF48TMY62OeELJvJYxtXq9EizeV7h88ITROdPOlKy0KCoG03ULAjMx1168cESQzttssDiwRJKoVKERqUeASTIwIkMYrwmSF9WXgeA5lZWEiTzLoBYZpUcxFDCSqewsJXWIlktK+yqCuSCZdFtAQhEYqMdJQ2eDlzdRO1M0k3WQADAFkFgD1gGEgVCqegZApk2gG5ftTnERrg1UZ1CCIo5EIJEIRUMaPaEUrQSMR1hujkSgCZmkzsf4TgyHHUMRR5wyDIUPE6xgaGgRPm8p/QpNg0NljSluQiTKFlnFTd8sZBOchgrBm/ZfMRD6RyJFenAUIQ+UJxOwxSYdcI03qMW02npEr9hqwnxnAhR5XQi8MuCWGyCFyQmKQjJAakqlCcSAk9MLAEEeUdRurIIU6oZ+kUO8lY/7G4NE92l3TlX4MQCn+t1twZ3E6TwYVxzBKFyklYqG+oy5Zb8uCdawm/f0k98YATc476lJzP4kTCQlp7ycuscTdWNsctSVhlLbUfcAhr1UZMIOIJikiqDYZLQqwrCkwOhpjRSvF0kaCf4zGGI1TLG8pHzij4uGaBFIEEMPUeojBkGGdeoihkGWdyxiBp83MEymXgAgheYSmgPYcEmikAiuainha2kwwEqdY0UwQC4nhONZGzYRI328GQo51B0JMijimDQSoc4bJ0SQM1KeAN5YpEqg1DEpidQ8AQBhV22+ugOQBKBwEC2vg4SAkDxFzpj2PoD9H1ZmSC4CRRNAu/tvPT32eqhROXUyCCMxJnqQAoAkno+ZV8R9gxhsop/LRRWNkWsjnr1GzEDOedaVkgP3gO8f/Nalc2Ef+NRNjGfj3c8zxYFWZ8fZrO8VhOpFBYxkWWyJoglRBVSh+patIIUJZLWRJIaAz6VXAmMTcGqb4AlYvEbQmKD69h1D/4AmhPqLtgkDDlVcCapLNtHEvgBIJREKUJ4IOGRQXFgVFMshV8ZjfuS+v8QnKkUs6K1xBLnFSpQEBI6UISmJbRkW6jMosCCwRpE1Jc0RQLDEap2imEsMtYTO3xg+CExDqzK/JBg8Eygh6KGSocd2tLB4BW24MS1c4HcKUESgxDjAGFkSggSFQWEOkW8avU5+MdGgKmonAcBygmQqMxtKSUsanAlAmqkICcSpRDxhaKUfElXloPQgxMLBujhiCS4qlLZh2vxCpUg1FKRgPwYLQmqCmQlpz0AQACYmWXYQFqnNPG3VPoEu+GAFMSEAQJLLPT0ogNbfObFavutMI2FIygsroEwBiAQLGIMByC1hzQy5d28Ubg6lLRzaZaIe+TX68h5DHBKPfZJD19kGBCBLle0hWDozMK0hmqhDjL12M+1zfZ4wqxLa2180GYiEhdUmWSy65xJIpCeMiVkSQVscY8/0SCc8Cawot6lOQBnWsaKUYTVKsaKkYqxRBmVIn5ISQG9N/hsmRiv3TBkLUAsKkkGMgIAxyCdZYCmqMgi1ZDkoaEMPLbJfKXOyP6qDaAML6ZMiwhqkDUyEHBtGaVMNoHGJFrOL+0qZSJy1txDYxkEr100wE/jEaW8Xq5BpHLDgGEokptckIoyGwRqQ6qMUjihgzqlGRgBIGmSaQSQSZtFRJme6SSak259Y+cy2tzIyd+B/yAERK4VvsBMQApRSC+qxSoch697oQgCKKnPgvddlvjhTSv41aVEpAv1KN41wXgDM3MNf5aiSFfOx/7WBllDS9jNktVkcpTpViZaxDqdrN0vF3Q5JQfu7mrl/cmKCe654M6tc6fCxSCECeGALyx92GABvXtTIOsmll1D9rMlY3KdSrf5xXCJXhCaE+YSwyCDCKHbKkh3mw1PXLtBYulh0Q13+TnkBmvjGks4OkFwEEpeIhOERCWhwvI5asykgqmX1OEcQyMsj4RFDS1C3TW5lhsSkJM5nZIIIMFRHUFEDLUeUYc2oACBnD1BrTaiAl/4+4+hkImPL0EUqBw1YsVQafo8sgRochViyBbDYgRpar1sVxrLq/mNPLuFLn6Pb1VB8CGxgCn7wO+MAUhNEABmuTIaNBpEODaCQCo4lEKxW2W1gryfsVxULYTggt3eo+ZJoYErEqI3DL5lxzaABojQBBBB4CxEP1HLJFgZBQZSDklnwRAlfdI2XWjUwKcACMBQgCBi4khMxKE12FlxIOSbtAzSbzpp218UVSKjLOOLjxp2IEKalt54pKOAsDc+1WvqwPwbnXTAH5VYFHFxiTDCo9USaDDFxFaJEIKvoeSKdEzN0SI9WRRX33MxWoKTO2JJBoE/e16X1iypcKcd8kAZRZtFLhlEplhVPOxjikaxLtdAdrNlMMx8J24IqFsGW/U+uBblOfdQKr6S5lEScMUKravI8uVWqc0WW2TXw8vFwnApyOYPb0cyAIQWEEqmct7PnAEIKhaRiIBrBObTLk0CDiqYMqQaH3cTQRaCWqi5nQxJBB7LSXl1IqpVJ9GsLaZEinlEyV/aY2qWO7aupFChMpauGAjaGmhNwopEz8T7WqR3IC18oecpIvJBIwYghYAKmVR2kh/pvrxcR/4ymlJvMol48BkCywxJBRDLmwCzCz+EK1OW8nUqhfYF4h1DX+/d//HWeccQY+/elP45JLLmn7ultuuQVnn302XnjhBWy99daYP38+3vve99rnpZQ499xz8a1vfQtLlizBHnvsgcsvvxxbb731KjiKPqHCJ6fyZSt5rVbeI7oo1+pEDAHIeZZ2td2xCIyCvYW7Hfu3/l0kgwCba8z9X9rEKlyIl8iKfpEy4yGC2r3nNUoQjYV+lxNzpnxrxwvpFUIleEKoDxgvO1ps/0hSZl2l3Fax9kVukHZaFBLBdeQ3gdaUnBlFkC2jKoznEksSjp9BIcAzwJYLMMhsMuqUM0i37IwFypuioltYIrLuKpwIFAAMzJJOkSaEBgK9EBG6NKE5DBaPgJrDkI1hpHohIIaXqaywsyCQQkBq8ou4ADG9SBApIFKIpAWZtMCaDdDAEHjchAxroNpkTArrGBiYhFbKMvIqUAuCJFW+FABsdy+SSimkyBWBiAcIwwGlCGLKGLrU4Quwn7U6twHACNwoeZwbrW3BKbScnxGYdCayruRfJACptspSZiVdBDiT9gKczG6OvDIEnwBAMiOOGAenzh3ESuhy0rWyIPTqI9H/ffF4HaJiklhpNOr8nUsGVPnFtPnemIm3SSyUiaA0I6ALCtNi3M+UhBkZlIv7BDWmyMgNALq9vVAt0QHVot76w9WRBnVLrKsOZSpOhpzAGUfKlaopZCr+17gq0xoK1W8ej4AaI7ptffP/s/dnMbYs530n+ouIzFxTrapdez4jeUQdUbZlSTauL5uS2pKviaYsChDRgAAJBtTtfhAgsA0SAiRDAglNBE5LDQGSQECy9NCSHggCBuzTQD8QYLObTRji1eVgt8mmKHE45Bl49lS7xjXlEHEfYsjIXLmqVtWuvc9UH3DOrlq1MjIyM/KLiP/3//4fTD34f4CeuABAPg9BgNjvg/P9urKVwXRlv5vP0ZND5GyCHIxIhluYtIfsjcnSPqP+mAIVgKFFqSg8aOaCJZ6J5Rk99p4ZTJKQZSPr+4W0TKVy3u37q9JqOOmSRKUWBJLC6R5Z8Wnv/y0YJSz7U1o2jAXZI/awcem/wqYpe8ZoDDAtjx9bRKHRr3joufmESFuoyxqb0jbjaA2h6fOws+pIvNXShT//+c/zb//tv+UHf/AHj/3eX/3VX/HzP//zPPfcc/z0T/80H//4x3n/+9/Pl770JX7gB34AgN/7vd/jj/7oj/iLv/gLnnnmGT7ykY/w3ve+l69+9av0+/0z9e+sTIPGnr/1SE8ERU5Yn5w7GLQOmNBKFV4VUFuLDbTuOTvAIN/UKmZQl7X32e338rT78K5zndRG7JPOncGy4l52CVgfq2G0BltpHTsP3/qg6YqvJUtInhEQ0heA0JJdAEIPaGsLtPnve/DGRNFbzwiKQZZwQCTo5tOw4nQDWZcU9ulmsipsykHZ2mR4zSBl2wnpB27R6NkpfkPgQSBbRUY4ZlDR6KdJMteZJAgpa5UG8CefV04roY5WCgH9RDQAoH4iSIWt5iLyKWI6sVVq8oldxM8mVGWBWcwDsGO0dto8CpH13SUuO1bTSr8wWmMmh5jZxB6fZjZ6nPURvT5Jf4Ms7THMNjDZADMcUcmMmUsl8OXkvVaDv9ZCC1QpyJQilYpsMLT3LETTy7gTVmfIJKQKEreIrzQUwuv3RKLOOI0hl1Lg6f6iBSL6yC5CoqTCSIkWqlO3RDtGGUIihI30N8aLa8+OuSRUKjPS/gwdk0c7daBlJzGFHsRi3d1THXfuPbmwt4qdxA4CIn+9HAiwwE0rNTj+UrtZCMyOhBagpIuaidLy+5616fvj/X7sD/yiqu33lS6gqupKkVJhpAJ6rmKkFVBu67Tls9KlXtlzSgSZcoUIpC3tnilBXxpkMUPMDx0ANMHMDtEO9C9nEwv+uJLv6AqkZcuSZMisb3+XquH/jZ9b3TFGa8x8gpkeoPfu1MckqWWP9vokw03SwYjhYBOTDdH9MSYdkLviB/PS+3oT0u0qDbmumBYWyErkkP5oZFP2ykUttF1F+kbgxKgXSKPpJb0A3leR/6/HkGV9CuM3O7U+RnvdIJx/Vi44Y1K1VNFOxONRtKqGhRProDFnK1HWTDWw7a3U7lgzgn5+6cJv2YD72nZ0dMS//Jf/kj/7sz/jox/96LHf/cM//EN+8id/kl/5lV8B4Hd+53f41Kc+xcc+9jH+5E/+BGMMf/AHf8CHP/xhfuZnfgaAv/zLv+TGjRs8//zz/NzP/dxDvx5vpw5OnebrDzA+TwKCjquAZaL32375eGCo83wd51zd2dVg0ImHirp6ov89tnjffZa7edy+fdWfHiXOe9xz7GL7dlpXGw8giH0aa4+bY6tERrGlC3vz2QUg9AB2IiLasWluVPiIqeRdrKAg+qwCC8cIEWB6X+o9pAaURQAaLAMlas+VE26mMZhGVDiJo83RpkDoqm7bgxpOjNpXpqlkGsCS0mlCxKCJb7fvytJbBpCLApdz5NEhIp/B3AI1enqAKQq7EXDXIaTdfIheH9kf2TSw/simqSWpK5Wc4UWXie+1W5CLcoEpFvYc84llFRU5ZjGrzxPSDIaowQgx3CJJezYlIBuiB2MKA7NCU2jIK8sbyisDGBaVfTaJNC7NLiPJenUltoixVYugFmQqxaiERLKS8o/7XWDw00UYS7p0ZZBzl0NiKwkJlYXNgXZjMUR8DGFzJdx4WxqP/rn7v7vnb3+OSpCeYkPwMCLG4owpYxeI0IWdxTr9f4fuQuPPfg/ugIoGi6cB4Ph3qt7p+hSucG6jHchgasBZd6Qaq9rvI2R49108wf7kmUCiBmxspStd+6tYFy4qS59X1g8u5ppCF5Task1jHaJU2iIAQQha5y4FbIKc3EdPDqn2dyxYMznElDnaVX8USiKkRA5s2pcYXkGOxvb3wdj2J+3V81Hs+6vcVb+cYYqFTTWbTy2zNJ9jJgc20BAYpRKZpFZzrj9CbV1BjS+RjLbp9zYYD7bQ/RGT0oT0t1Jb36+NYVJ41pNwaXAJqUzppaO6IlvsX13ar9QVUiqSJKrwFvn/WrfH3lchRZMl6scCALl9VsoCQ36Olp65tIrhuaQDFLGPRP38/XwhOxxnYw5oN/8QWUJnThl7C/n+D3zgA7zvfe/jPe95z4mA0Oc+9zl++Zd/ufHZe9/7Xp5//nkAXnjhBW7dusV73vOe8PetrS3e9a538bnPfW4lILRYLFgsFuH3g4OD8POZSliftAQPY/gEYKSDJXTqFOHj2g7HdrCTlk4gl334CmBonXOeaCvSxLx1MQOXXrU1mLDHfHXJzko2OZEd1nWuEzp0rlpnp2ERnZLVdZZg67rXtoRtdjDyTsMSOs97etaUsQuG0LJdAEJnsHWiwrDGi7m0CfCbiUiTQcgg/mmre9hzy1gjooqAoKrWlfHtBoFnX1ZY1o+9DQQJqDcDWiOKVtWuKNpsZEKJpNSGeV5ROs0dr0UEdtGonBC11wTqSWwawHRqNwXFDH24RzWfYGYTGwn2OkBJhkhS5GgT0R8ix5cxaQ/d30JnQ8psg7zyuj/2P19u2JFfUELQ77nzp9KWDV4cug3JzKYizCbo6aEFhvI5Zj6ByQE6SRG9gTv3NvRGyP4YmQ7IBlsUImFWCnduq8NkK8YYZOWuvbKR9p4SpCojVVldkc1vCsD+KySpTEiFwLjNgd9ceQubAx8l96BiGJ8aygjA0SWoDGQVgCFfScZXjJFCWXFSmYBWNNIXu8atS2Yzoikc2tCTCN9fRbE93w3CmSvNvJV2BRd2LnZWMKgrINA+vk7t8kGBjoCCjoAgn4IUMxDB+fsauK8DCiawS6H2+0G0uMoRxTLLyM8fOulZn18a8soJ8PuqiabeQKRSIiT0lXSi0A4IOryPzI/gcAd9uEe+eyekAeu8RBelBWbSBNXrIUabyOEYtX0dOb6EHm6jh9uU6YCZUcwrw6I0dWqXrlPostQGNUap1ShSsz1EPiOb7GDmR1Q7t9CTA/ThHjqfU81zymqOOJog0wS9v2PTireuIDcuIS9dR/ZGjEdX0L0Rh1KwKDWz0l536e7DDDtHZ6UHhvz81yNN+ktV0UQ5txvBqrDsHpWi09SxucxS2oQx9vkKAJOALhsMT/+vERKhNGhpS4wJAY5B1PDZoi4j3zk2I5+PJoCWS19x43fVGulhgUIXotLH2yc+8Qm+9KUv8fnPf36t79+6dYsbN240Prtx4wa3bt0Kf/efrfpOlz333HP81m/91mm63rBHJex8LmDQcYyg4zb7S+BPVD59nfT7M4JBq0wK0QgiNE4VN7Xi2PD3NcEa41ivZ7GHkbbUqUN0mrS/2DqB8hb4d6rONceKbe/BWfin8dMPNT1vDbsAhM7PLgChU9ppEOcTMwDcQsyY1kbALdzDYjCi2fjFuxBYwMbr+eiyBoOg3lBEGwJU2hAo9ekHHlyy7VR2M+AEQxvl431bKm1sCvwi2AtSawwS69S9IKlnBCX5kU0JWxwi8xlmuo9ezC1bJ04BG1+yQNB4G5EN0IMtdG9EOdhmXhkOcs1sodndm7ryxbZKjC1bX5cuzpQtS7zRS2zFmn7KuKfY7I0Yb2zafhUTxOIIFYFTXm/CVBWmqmA+RWuN6M+QVY5IB+iqIMsGJL0xRSKZFTZSnGun3WAMaOG0JwzaWPBMJ5JUplZ6w6eTtZ4dUiLkAiETlH9uMTDox5cHhYSLGEuNiZgCwminA2TbN2R2/Kg06CCFvvrxJRKUco49TkeI+aJ+fAGdEeeYyXDMJHeeG4Qz60hc2IWdwo6bA04FBsV/hOY75d5rY0mH9dfC8StSw2C133f+AzyDkSBOj66a4FK8SE0c69KlA88KTa4Ns6Jmx1TGULh5Ko3SgDMp2MgkfSWQs13kYoKc7WOm+5YR5AMAgOwPUSOb/iuyPnK8jRyNYXwV3dugGl1hrnrsLzSHi4rJYcW96YyjvOQor4JYtS8br4StUtlLZPD7lwdDBskGW9dv0JcGdW2HxLOUDveoDvdsWlk+xxQ5QimrOzc5wFSVFfAeje1zyKZsDrfJkwSV12LUhbYp2IVjDSkp0AhKbf2k1cjLSKSGkiDOLUwJ5BZoVwnKMbECuzPS8bHpvqoOJOkEIUvr+x1TKK5GBth0X8caNeDWHtHYRdg2jwWGXCAAB/p3+P5G+liHPRR26Jl9/5t/vnjppZf44Ac/yKc+9akza/ucl/3ar/1ag3l0cHDAU089daa2zsIOWpnCs8ZG/Ni1/4mM6BPAoHhX/ToxT7SE7uIh2piVLKB2O43fT3hw7b8v6SY9wHOwDZw+t9TE69m4DRNJLazVUCsLpN21tVNtW8euAIaO87Ovdbn487ILQOj87AIQOmdbN/82pN5AWJPEFWB0VFY4Nl8dBGiKSgJIWfsbGWkOqcwu3CKgCZrVbWxFlKKRXrUyhU04/SFfmlfXVbiEAIUIKWeZspuCXiKRxRyKuaXNl0VDU0c4LSIhJcKXic8G6P4YnVpAqJAZhwvNrNQcLCr25yX3pjnTQnN/ljPLK2Z5RV5GgFAiyRLJRj9hkCqmRcXGIuHq0OocDVPJZjakPx5h0r4Vr076yFYp43BPtcaUhdVpKOfuYyskrROJEAZK7fR+oueNBV2kEZROB0jKxGkAuQ1cFUd3JUZrhLLpaEEzIhL41MYCbwEUAruxAxAaUzUZA7YjGoxdrMfTuR9nlbGLa+P0LJRK6/FxCv/p1zfrRAzOa2I6c5Wxi3nhws7BTqu9ACyDQRFgf6pqflLWSaQ+NShihMZtymhxG/y+CyoEv+9f4AhkMjKJyt7jBKnrPqZKhPSwRAp6ylaI7CXSBgGKhfWZ5cKC7FJZDaA+wNCyQdPUpgOPNmGwie5tWEZQNmR/UTFblOwvKu5NC/bnBbuzgklRcTQvyUvNLK+rjGWJZJApBpniaFGy0UuYFpqNTJFXKYNEsDW6RjbcxqQDxOgy6da+ZQxND0M6MboKfUNX1v8XC8voyW0J+UGiEAKr8yOgRCBFfW/svXci/8KmBCulrF+Po//uvouqDLo+HsSXEbMTbFtSiJAK5p+XcBFss2pz0WIZNMYZwgUXZCjn3JjIWiZcf7vG/KOMFl9UGVttX/ziF7lz5w7/+B//4/BZVVV89rOf5WMf+xiLxQKlVOOYmzdvcvv27cZnt2/f5ubNm+Hv/rPHHnus8Z0f/uEfXtmXXq9Hr9d70Es6k62/2V5zVKzR3okpYm2KXXzuddhAnSddk8GyIq0TIgDkmFvRlTIa2jnmuNP6hXW1kU56vqt0mTq/25ESZdtoAUNR22uDQuGgk/uxylayilpj5mGL+YfTvoYsocRloJzWzBlerTe7XQBC52irlPmhXtAbt9iyPzcZFr6KiTHalgqnqR9QV5QRIdpcnyCxv6t6Y0ErsmijzTX1sy5H7zYEHgiKq2L5KKRKbMTZCYeWTjfCOAAhDSQnK0jtxaJ7EgsATesNgSi9OGmCGIwRwy0nSppi0iFapZj+mEr1mBSaRak5mmjm5YL7M8sEOpgXzCvN4aJsAEGL0vbbA0KlNuSlJi81WSI5WpQMMsXONGHTsYYuD1KGqWKYjuj3x2xsPm7TyrzAtS8h7AW1nYnC6kFoo1H5lEE2pJ/0KJIkCE17wW6NrdrjNwUFIJQgUZmN9oMFgPymwFQIqsD8QtnnK1yqHsKyeyrjBgoSITNU4p6pLkEti4rXg1W7aLAfq/F4i8aI8ekXac1yOMaWNhd2UNh/jjn2zRKtuLA3tx1Hc4duMKjzvRGtOcCBupWr/tVOEfXgr9/se4C/8U77NB6ZYKSqNWg0+BfdzyUSrztU1QzFygHfflEppC0jrzJQKaXB+TTbR4HXygFcECD1QQBlRaNFuUAcHVnx5GJqK34pmwIsR5shYGGSFJNZUL7sjSmQHOUW/D860hzlE/bnJYd5xVFecriwANDRvKRyPr50QQpv3vcfzUuOspIskdw+WtBPFFv9hJ6SXB6kbGQJm70r9AaCjc230U+ctl0+ReUTl0K3aBYF0CXkMyRg8hnD3ohBOmCUJkF8ujK+Oln0HN0YKd2HvaTnxpUD/l0qoK8ahijDXInSSBfc8czOUmvHjJEomSGVK/7gUn6XNk4xAOXHrr8kA8ZVubTrA4VB1RXw4mZcf2N9q6697arNwaPaqFwY/PN//s/58pe/3PjsX/2rf8X3f//382/+zb9ZAoMA3v3ud/PpT3+aD33oQ+GzT33qU7z73e8G4JlnnuHmzZt8+tOfDgDQwcEBf/3Xf80v/dIvnbqP56H10n2QY8c9IjDo2PMcBwata+uCB22Q4LSnWadvD/D+npm5cgzb60SWVuP8MsxzbV/UyXj0bbRBj+OYQqdNLTsL+Ed9H1alFZ7V1z70ypAXa/7XnV0AQudgbWfSFmFrR3fb36/cotEY06j8YowJNGibJmYX3T5dzL70OlSP8VFmvxmoDFSlwURRXA8EKc8M8noULs3IfsmmsvkNgQeCvGZQFS1yPTIrXd+CIGkxRxQ5opg30xGMtm2mfbRrl7SPzkYUBgcAGWYTTV4t2J+XLCqXClZZwMdn0KVScnmQwcClvkmxktoKBNaV/+wor5gVFfuLEiUI6QVbvZR+IhmkA3rpiNHQCWCXcwto5bP6nnn9hyq3kXapyNI+qRM61UI1BLb9MzXYTYGRgjTp2VQ5IQPlv10C3oT0r8pOYg7MaQt3i8pGjZXMUCpKBWyzybDP34rUGowgujfRWHVMIS292PjJkaP4vvsKNOuyhR7Ezq4jcbExubCT7axgUP3F1sKNFhAEYR6oj18em8aB/1ZbIg3t+DaKymAqvQQqKTuJ1POHB469v/HnkjbFrF09zPt9iQP8lQ1t+PkkUxJpKmQxg9yCKF7sOixa0x5Gja0GXTbEpAPmJBb0LzSzuWF/f87hwgI/00KzKCunUWTbsMxTST9RXBllKOGqYLb8vzYm+PxCa7SrDlZoze0jK2z7yuGcVEr6iaSXSDayhGEquTrM6CWbbAy26SeCUeLArYUFt4JYdTG31SLLOciEftKjl2RspAOMyiiMfR7e9/vAgB0vhtIIVNq3QR5ZYHz6WKsiJbq0ARRdgkybY8aBiDYYY1y10QSlEhv0ccGjxsahtfnwY8UymNx49izRKI0MWhsxoxuFBRrjdA1Q6LzsQkNotY3H41Aq3ttoNOLKlSvh81/4hV/giSee4LnnngPggx/8ID/+4z/O7//+7/O+972PT3ziE3zhC1/gT//0TwHrlz70oQ/x0Y9+lGeffTaUnX/88cd5//vf/9Cvae10MdYHg85qD639VtCgCzBY0pc7pp1Oe4C+N3QiO/oDp8e8vL8Iv69MO22mw554MiEawEvQZVoBCq2ykDHW9muelXkWplBo/Az6UA3gZ7XW1JsZgL9IGTs/uwCEHtCOQ5ZPUtb30cwYDIpNuUoiVtfFLnqFIFSoAUKU2AhRg0CFDsLOcZ98GlfzAiJ0WiWWZu6jw15/wrGM6vQwe0gqCVoNobz6Ym43GL6aitsMhHSIdGg3A70NTNJjUtpo6tFhwaI07M9LpoXdDBS61qVQAhIl2ejZyO5WP3GgjSSTwkZ1HTPJs5T8va20IdeGsjLMnfD0JK84zEsWpdcdMtyb2gj5LbEgUdKxhixANEjtZqGvxgzHW6SmROQTuyFw4tCymNoJoZgFrSWZZKikDyqlkmnjHmoDujJoKVAiQfXSwNjCA07+GUWO3kZn66hee/wIAbIyYaOmZEKimhsDH+GVPtVAgjDNjWkYIvjNjAWPbDy6KfwX9pI+yeCEzfPDAIaU7Bjfa9jFtHBhZ7W1mUEdC7kGMzQKAnRZzDC1x1v2hn9fq9IzNptBBV/lyzN4wunbfj/uV5xqJpUTaraggxTY9F8H/gtdWeZPVQNAopjjNY58lUyjEuv7XUGAhZFWB2ii2Z3N2J+X7M4LjhYlB479kzu2p0/79YzO7UHK9iBllCkGiQzFCpSwaWveKm1cFUir7ZNXhoOF1Ru6PyuYFXYOOJgX3HapZkoKm2IcnWurl3B1mDFMFZu9ywxGkRZePkGUOaKcNee5JAWVIdMBvSSzARUHEPk5SQfGFaSqh0h6rphD1fT//jn5dF9hfbV0IL6f57WuWWBKWP8vKmNT+ZCBCbJUZhjPQmuOQU09iVrASrlU42XzqWP2+PrzRwUKqYuCAg9kL774IlLWG8gf+ZEf4eMf/zgf/vCH+fVf/3WeffZZnn/++Qaw9Ku/+qtMJhN+8Rd/kb29PX7sx36MT37ykw9Fp2jdzeyZHmfE1F+vM8ewVE51Xk83McsdPy6daUU/T6W1A2djOYVzyebeof336NSr1oLdDddzXQwOHZs21nA4q/oe6bQGECgCUI4x3/94Pxf7tdC/LlBoXZZQ3P+uPh2X/uvPw/Gg0FnMA0ltBuhJ9qjThc+y7q8uAKEluwCEHsBWOebYoYFzFrHPih1LdJxyi7I4/cqLPnsgSESl5P3is3SAgI9EenHnuKS8B5X84k8KAaaqNwDeWikHx7GMUilQurCpVC4VTJSLWovC91MlGAeK6P4mOu3bdIBZZf8tNLvzwgJBi9JtaOwiNFVWGHSrlzhqvwVpNnuSTOfI6X3EfIKcHza1HypX1jlNrUDpaBPR3wji1NWly3ZDUmgOc81RXnJ/VrIoK6aFpigse+hACnZnhe1D3/ZhnNmI8kZviywbIRaHNg3Op5ZVThxUSkyRYJIFRqUkad9Wj3GC3EVlQrl6KSJ2j+qhkn6T+t8y4VI2fFS4we4xUGHHgRI27UsbDwgq0ARQCKOtUKpMMFJQCTqZCqtsORXGMcZaMEt7zfMwJgwlzjYxXOwJLuwstrISTcPvdyzkWmCQaRzrGZfud2r/3zh38PNNYCF+b0Nb0PD/4b2TrqCBS0H1wYXSTVeVNuhKBy0ZX7krFVjgZzGzgHgxq31/VWD8HOVAEZP2LctouE0hM/YXmmlRsjOzGkD3ptb3707zoP+mpAi6bx6UeWzcY5QqLvUVm6qyhQmmVqhaH9xvFAIQSoGUyOEmcjRGDy9hshH66hVmps/uvGJaGG5PLAt1Z5oHLSKfgqyk4DAvGaaK+7OCrX7CjVGPYSrY7g/pb4yQswSRz5Dzw5BGhq4seJKkCMcU9WBY5gIipZLhmeFSy+y8miBVQpL269TfLmantCxTXVlGUEW9xgjBBqcqZbC+3/5rEULLDnZziPRFJuzif6miGW4uifSF7B+aUXrPFFq1eXiYm4QzA0IPoS9vBPvMZz5z7O8AP/uzP8vP/uzPrmxDCMFv//Zv89u//dvn3LtzsnU1ZdqfR0P0uLXBuTGDjgGD2uygVUy8rmbWYg/Fp103BSsCPGKWTbs/ofhJdGjbt3iLX90AwNAEhmLQpdPWStfz/WwGWWOWUOy/YjCrDQzFa9p2/x4IFDqLRc9gXaDr1FpOpwSFHpUpIVHy9MCXekCw7M1oF4DQGe2kaEJjU7DCfDlHqy1gD7AAEO7nFhDUzk8NG4tmSlJzQhMhXUCKVpUyE75ELGqqERZc6hC29hvuOnWtciXU88BsscKk1lvGKWekfXTaZ1ZYbYhFaSvV2NQAmxLm2059dbDMRmqvDJ0IaE8xTATq6K4FYg7uUu3vUO7eQc8mVJMjqnmOcW3JLEH1M9T4ki1dfOUxkvEl5GLC1sY1hsMeqawYJJJUSg7zklTZijWla6MyMC81aaGBkkSmGLRNl0sSsnRon4cDboTO7c3SGoGr2AYYKd0CPEEJRSXq+1uze1xVMmFIpAzCo0uViYxGCoWXhrabPRN0inD/+miycZOdfSw+2hxFurQtU5+459+1OfBjJx7fcX9WTaqr7Lw3CGeNFFxEiS/svOxEv+8X9p6N0fEV/57FQFDcnhFxtanlNmJQybNCVfRzAJiFBEHD7/tqYTEo3A4oCG31hmy6VBGYQaZY1G1LZYGmJLXsmGxIpXrB989K3agMpo0hS2Sgfw9SxUaWsJEpbmxkbPVSLvUVG5lkUByi9m8jZgeUd1+hPNxD7+9QLRbB9/uy9cnGhi0bv30NtXUFcWnCqDemN77OUa7JlGCrV9FPJId5xW5SMC+rwE7y1cJs2rJlkyqpmJX2rg/SoS00kMwt+1IWNq1XV5hYh98vPh34JlXPzcGmAeJVJg4MKaSSdfqYX/S7NC0fmDHaQXbSBPFqP8a0AOWepf3XpwlH48XN1b5YQcyujS0UMTjGb581ovygdnaG0EPozIU9VDtNuljzwNWMiZMKAqxkep7G1gEG1gCDVl7eMUDW0lprFcvpOJ2jgH5038d2MQR/ZJt52GXx+hc8+7Fmo/vznwnYIrqXwYca/K6rC9TyJqO51ltcmKGL3HUu6WNtW2fsdIFCjc+W08bWLfoSi4yv69cfFUvorCljpz3ms5/9LP/z//w/88UvfpFXX32V//Af/kMjPdYYw2/8xm/wZ3/2Z+zt7fGjP/qj/PEf/zHPPvvsqfv2WtkFIHQGOykyDM3ocFv0K46kyQgI8m2E1B4PrHTl/3vf7KOBLb+thE/rEQEMSpzGgsSEhbul9EcpYZXVWehiGSlpF5VKChKBqxY2b4BBYBlBuHZN0sN4jSAkk0XFojRMCisCuqgqKmMYpopKSbYHglRKxj1lWTipTQvbkDYirPZ2YLJHdfcVyv0diru3yQ8nzHcOKCZz8oMJRmt0XiGUQChJ0s/IxiOSUZ/BlS2ySxsWGLrxFOn4Mr2Nq+j+JtdHA2al5nChmVeaSV6xKHXQAJLC6kHMCk1l7APIK8kozegN+kiVLWsMgXuWuQXIsICMTHooKdFVvRGwGwMdgXg2EpxIaVFwJUK6oDDaRf4lKpHhecUi1mG8GmP7q43DEUW9UQntFQFkVEKgHHPMyO4KMp1jPEyCEKrenGDnOWmcdWK4iBNc2GltiZ6/pu8Px7qFs8flGwUDwhzQZISGdkSdLurThoQQKIwD6kUAleq0Uec7dLRYdAGFUp/k9101K4H1+8XCVousHDPU+TmRpEAa0mUrlxZsBlvkIuFoUTEra2AFLPC/3U/Dz6kUbPUTRpliI5WMUslmJpHzfRsEmB1Q3n6JxZ2XKQ8OmN3dJT+Ykh9OKGc5uigxlQm+Px31SYcDetsbZOMRvetXUVtXSK89weXNq1zauIq+tMnk0tgWK3CM1f1F0fD9/j7OSx2eUaElOs0YbFy1VchCCllRa+b5MVC6IIHTjJIyQQlJhb3XRbjnJtzzUnpdvsTef8cY9b42EZJE2kBG7P+7WGJQs0TDOI0LJLixJSP2mmA5PcwDSqE4RqxzF9qK0jNa9rA2CRcMoTevnSldrEvvagXYcpbqkGfe6K/F3FgPCDpOq3QVa8j+sQMM6kq/WjquC/0gCkzXjNfYB7WDFm2gWbbnTsBE81gDGBKtCohe+64RMFkGYlYymkwTFIp9VyDSrgkKHaspFANSx9lx4+OUoNC6dhZQKBx73Dh7RPaoAKHJZMIP/dAP8T/8D/8D/+1/+98u/f33fu/3+KM/+iP+4i/+Imiqvfe97+WrX/3qQ0mjfRh2AQid0k5kBkWRhM7KHC3HE7fWEP81uhkZBMvAoJ4wjBAN3QD7nSg67Db+oZqYqWrhaNeekQmlIVRE8boLVeQgfMqBErZyWCoFQheNKiZWdyIhsI2SzFaPSQeUBmalFQXNK40LvqKEcJFfq/+SSluqOFOCjcyWqZez+4jpBDndQx/uUe7voKeH6MNdyqkFgEoXFVZpQrY5wlRVSFsQUtr0AUAXJfnhhKooyOY5ZnqA6I9Q29dJRmM2Nq4w6o24PNhCZyPmOmXuAKBSQ6Gb7KtCG7TRGCOYV4ZBMiBNh6jUCo1S5suUfy8YWkmS1DoJg9N/MLYKDY4xVNFM90oBJRTSeCaSbTsAOCoJGzyvU+Hb98PD4IZXNGn6DYZnCfmxgbAi2XFaYVdOt+hYYBgIwNBJ78x5id2ddWK4iBJf2GnsxAopHb7f/rFeOMfmmaBAkw3a/qJj6GBkWKRa0eDwhQa7yAIIzuc3lOetj9ZY3bm8avr9eJGnsP5f+H7qovb5QtqUMJ9y7EHkpAdJhs5GlEimhSavKuaVcWmsglGmGGUqCEInEkap0wMSFSKf2HSwgwl6/x76aI98fwczOSDfP6SYzCjneWAEyTQllbLh9wGEUmitKSZzqryknC9I+vdIb7+EGo2Rm1eQo00ubV9jq7fBjeE2erhBkWywcL4/D/fIp2HZZ7gobZR5URkGyQZZb7O78IC7N41NiC5JVEYlBZUhpP1qwARmrn0GmbHzY6Zcuq/z+8IUbvxYEL9ZXW459Sukn3vAsrUJFFR2jDm2sJCqs0hGY18omqAQEKqPrRIyfSjpwhcaQm9pO5GZ+Qax4wSkva3S5IlBinXsWDCoPX91MoIkx4FBgRlES5OyDa5Eu6CYnSgx4W9W48wcDwpFAHUXKLSURhWQnGWmkGdNxqDQOvZAvm0dIOcU6WddLKEHsRqsq+/FSbflUZegf5j2L/7Fv+Bf/It/0fk3Ywx/8Ad/wIc//GF+5md+BoC//Mu/5MaNGzz//PP83M/93KPs6pntdQ0I/U//0//Er/3ar/HBD36QP/iDP1j5vX/37/4dH/nIR/j2t7/Ns88+y+/+7u/yUz/1U+Hvj4rK1QkGnfQyxt91AEsAhtrH+7QuqTBCRs4KEAJFHRUWxpUVNgZReKBJh4WpXcy3Us6iFDHfY+WErO2i3VVzMZYSL4y20WAPFngx0qi6Sp5rKo0DKeyEYRe3VgS0l0hSCX1pbGni2T6imCLnh5j5hOpwD72YU84nmNILblbIwYhstEl2Q9nFv1S2UlfiKq5JVacvaAcQ6arRBoCZTyjvvoLYkYj+CNHrI4ebqMGIdLDJRjZE98eY/oBcZkslhQFyV72mdELOmcpI0h5ZX1iR0Kpopnw5Jy2rglQmoGwkOLdFfhsRem08OCdQLmor/bgIGhNuQe6erVSp3fCladAaCWM0/GA3b14kdHlxoO3GwA7sOsoRb2z8EI4nX98X/zfqiPFxG+nzAIUSN0ZPaxebgtefvV59/0p26IqUgq5ItLdGSpj3p3FAIGrLtuOYoUYjhWxsgBtAVOwXWn4fIUNVSm0igXvfJwgvb109zFWOxJ7DyASRYAFosHOAkK4SpXLMGsgXhlJXoUQ62HlkkIjwby+RqPkBIp8id/cQ+YRq9y56ckBxtIdZzKlmU0ylA9gj04TB9W1kkiJ6fcvOyfqNecD7eKMtO8fkc0xRoPM5ptJU85xqvgM7OwgpUX3bhhxvIwcjBtvXGA7GbA230ekAs2FZTrPCilPn7r4tSkMuDPMSlNRkKiVNMnq9rcCibczp/jm455V6xpCAQmB9P7Xvl1gsTzoGUNIClWJgRzgNKNnShIpBSOEpaWFgmeaYdUi+EDpsKDww5MeMPyxO4VjagEUbq0cBCiUXKWNvSnuQdcEqFk8X6HLcUGz79rVFl0/Rp1XHtNlBJwk0nwgKta+hqz9rsFiO06jxYJDvaVuPMm5dUv/NyiUsg0Kh6iHHgEKh5do/rqOj07isrjQr4a/pVE25BjvAm1MAOqdq9wFtpT/u2L+etmLZwwaFHpQhdHBw0Pi81+vR6/VO1dYLL7zArVu3eM973hM+29ra4l3vehef+9znLgChB7XPf/7z/Nt/+2/5wR/8wWO/91d/9Vf8/M//PM899xw//dM/zcc//nHe//7386UvfSlURHjYVK52bm4XTfVE5N+zNFqgAWFR5xa7Pgrr0g5iAeuwqciLRin5sNHw7SRZw6nrsFh0aQdRpS6fbuArysRpbCZiBGmVUrpIapFrysqX+63vjRKQSWGjwKkkRSPne1aUc7YPi4nVgphNKKcHYTHvgR67YL+E7I+Qm5cx2QDdG2OyYYhG51VT98hvanqJRJYL5PwQWcwQ80OY7KInVoza5HP00R4cVFTyFkiF7A8RgxFy4xJytIkabNHPRmwMtqhUL6S95S7yPbeK3m5z4CPfikwlAUgLjCGjLVCkKzJXhSdx0WILnoklUXCvA+Q3FcK4aH1VNsecS9mTKgsAkYmivdpFP4T0VWci5lpc2cb/DYjTVJpfcOPbfbdzfJ+wOTgvu2AIvTns9er71wWDltLEjklLaAA5DsyJ2wjtiFYKptGBGdQAgeIy8tFcYgMASSO44Ffs9pURSGmX197f2BTjuppYSF+TylaKdKnGeWUBoMVcU+iCUteFDcBV/xOCXiLoK8FGplDlHHm0Y4H/3VuWAbR7xwJBh1Oq3IpTCylRWYrqZ6RXrloduO3ryO0b6N4IPdzGpAMKmVmhfgem+2voKUGCRi0OEYsJarqLme5T3ruFmR5Q7e9QzXPmO/sYvQu8ikpTklEfNRiitq8hx9skVx9H9Ub0Nq6h+yMmlWRe2upllTEsSgBj08AdiJZIYQEiKcgy+7usaoaV0CVKaKRMSKUkM16/STQ2UbFLM54l5sdb41nn9rm65yxcsEa4AFL8zMMY8JuoaO1h/P98Zrq2wQaNWE5L8alj1HPAuiWdz3MuuEgZe+tYnCEUD6Gz6Pwcy/Y84+A4FizpYK4sn7g7VWydal2rKhufXHHsOEQsSgGNr20FO2hdMMj/7lv0ftuDQiL6XBNXDm6mrTbXno3QxsljIWIJIZrl6ONAZleaVLgNJ7JkzlFLKJz0/EGhJWuDhtGzb2santhUR2bBeZnNkDgDIOSOeeqppxqf/8Zv/Aa/+Zu/eaq2bt26BcCNGzcan9+4cSP87Y1gr0tA6OjoiH/5L/8lf/Znf8ZHP/rRY7/7h3/4h/zkT/4kv/IrvwLA7/zO7/CpT32Kj33sY/zJn/zJmalci8WCxWIRfm+jiJ22ZkRi5cshWoi3//6KiJ+PBghh2wpUcl/uvYpS0NovTPRySwHGI+GirkQWSspjnEZQtXSNnqaeV5YxE7NnYoq9LwmeKRsVzlzZdjnbR+QzzN4d9HyCPtyz0dzFzHYzzSwY5KrFqO3rmN6IcnQFk42YmJRZaTg8rMirkv15SaE1hWPrpNKeb5wl9BLJZrbNYHiF3nCC7I2Qowli7w56emDPXRbh3FpXiHxuRUPzOQowHjDpbTBIBiyquoQw2FvtU/CM8Wlbkkob+okTCa1yAr3V6KDrkcgEpVQoAWyjxe5xQRB1jcdVY3Pgv1uV9d8i0C4WDg2RFqnAyLDwt6yhNjNh2ZYqWAjZZBqtsIcJCp1ZVPoh9OXCzmZvWN/fsrXAoJit4f30ijYawv9xG11gUEg1DsvyZmAiXti56J0ShDlCxUCQcb4/9glROfqisilThTYsSseUdGxQ35Zy/t/7flVMkfMD1HQXfXifavcO+miPcu8+1TynnC9cGliCylKyrTFitEly7Qnk1hXM5nWKjWsUyYD9hWY20xzlC6aFrRDpNX96qtaiG2djRhubDIbbyPkB6WCMPrgPSYac2ufrz11WC3RVkRROE68sQErU1hVQGRjNoH8J0JRaYCrQaDsnu4mg0hIlDZUWlFKgjSRTkKm0WT3M6QJJmVjWlxJ1hTezwjMJCcL6XKQkIG/GADr4fyBoVAUsKB6XeN9nt2VLS3XXXhwtb4/hE5lCj8guUsbeWvbAYM1pU2jWZAedlpVynnYiGLQOOwi6700MBIcsg9W6QbCsFbTU36VTCHcd9WdLjCEHFIXTeFAogDjhyBVnOcYiUAjitXfEJGuBQ2eyU4A5nfP9GdpZ71wnMHk6gCHbJ+/7Xxtg6KzrfumOeemll9jc3Ayfn5Yd9Gay1yUg9IEPfID3ve99vOc97zlxU/C5z32OX/7lX2589t73vpfnn38eODuV67nnnuO3fuu3jj33qkHdeIkjECh8ve3MiBZmQmFQ4di4Aox2IEOd81/3w24I3EKzzMNGwZ/Hpgq4il8qq9lGxrbjU2286LTVuYk2GrEzENLqA6nUsnKKelPggSCfpmRLgcMgsfoQo0QgipkrF3zkWDoHNRCUz20/BqOawj++hNm8humNWYyvc7iouDer2NkreGn/kPvzghfvTdmbFdw5mJOXOlSJGWSKYaa4Nu5zZSPjqe0BV4YZz2wPuDp4go1NyXD7SeRsn2Sygz7co9rfqUsYlwX6cBdmNmVN9keorYUVDx1uk2YjVGYBsVlZC7MaTdDLqIytSOYrk/VUZss2a924tyHly6feJRlGCKcJEY8vAQ64MWT1oj/eZAjH7IknSZlgHNPH4J6Re/5Spgi3WWnoS0TjOF4IUA9DDG6SFBZcOmmSeligkJJnKz95sSl4/dgbxfd764pKx6BL7PfbZWvbxwUdBMDI5TlgCYSNU8LaDFPfXuz3vV8JDFMLBCkVFRswOggii5bf98droay4fmnTpzwQlFcWiPd+r5dYbZtBIhkkgnFPoRZHyKO7yMWEaue76MM99MEOejax9yZN6I/6SM8GHV8iufE0erBFtfkYU9nj7rTklbsL7k13+c7ejLsHC17dn3M4LzialwEQyhLJlY0eW4OUt10dcm3U4+mtPleHl7l29Rqbj0vU47es77/7YqMv1dyKQOt8Dod79pnkc5TWqHwKRrPRG0OmmBXaMaUMhQuIzNGkUlK49DjL/BQYY4sEpEKCLsI99k82i56TTtLGhguce5eJ8/lZndarI3ana880xoZojEn7TJv+eglIDIt3Xaf+imYlIenHd4sp1Bjfj4AlpKREnMX3n8vZL+y1tnXYQeuUmQ/t+VckSql8LYDO2LrEjf3n3laygo4Dg45lB8UNymPBoNVN1Gz3VSCQvY7o847PQnepg+He99hjZCOAaq31zE5kStXzXYPpGD5rB22aHXzYejlLgPspQaFTrb1XtX0MMLRu28YxvM7DHjRlbHNzswEIncVu3rwJwO3bt3nsscfC57dv3+aHf/iHH6jtR2mvO0DoE5/4BF/60pf4/Oc/v9b3b926dSxN66xUrl/7tV9rbDYODg4a1LITX/zWxlm3PGZ7IbVUhQYCEKC1Xdz5JqQgVA+zB0SbAaNBSvvOKtemo5AbldkFncoaGxXPMpJVYReWVQFVbhlGHlTC9tW4dDO7sVCUpQ5i1J4pIwQkwutPWI2gkCI227MpYvNDRDlHF3bhLQYj+1+SIpLMgkDpAD3cpuxvMiHjqNDcvTvn3jTnpf0Ztw8XfOvuhJ2jBbv7cxazksWsQFcm3G+VCJJU8cowI+0pHrs84Nq4z4vXRzy9NeDqMOPmxoCNwYjtS08iF4eoyQ4in8FkF7OY200B2BQrXWHymdPakJgyZ9DfpNfro6TTl3Cborr8u0+fc49DCBKZWAAPlu6zcGwwkVjBVqlSq9Hh0r4sjiNsSpjUFtxTlS1vb3RTODyMD6sDJKQCU0dz6jHl0ywkQtiKZl3jvDGmGwsON6axqWgnLdAeBihkwceHHyV+K5SffC3sjeL7vR1XWn7le+K/IlrHh8h1dwQW9776kWoLBvhUMlMD9UkWNuHhsxYQZIMKUUUzlwrsK0WKMg8+w3fWyASRSgwqaA9VGqc7ZwMVUti0MCHsu9hPLEtnlNpUMTm9b8WW8xkmdwzQXh956TryEog0DUEA+mP08BK6v8me6Fvfv1dyb3rIt/dmfPvehDuHC16+P2U+K5ge5ZR5RemcrJQCIeFOPyXtJXzt1YwrGxlvuzLi5qV+5PuvMt6+zqXrzyIXh6STHeRigj64XwcFqsr2LclssKWwKc6mKtkYbNHrZySFYFEaMiUoq6Zum9eBKzQkWrj50bMyy9r/e/DEzbNKRf7fiUVrYytISpkiZYIxFsi3mkll099GY8BbeyPnwkB2LCSqmcJ4jPnNaQCGnK6HHcLdG4mHyQ59VGXnL3z/o7O1q4utsQlfFaTtbC8Gg05h67CD1gKVWiBqzMzz712XTlBnv2Pm+EnMoK7GILpfHfNS3O3W7zGzZxXwE07R+r0BDq14Tg1QyPdZqKCL6fvevOdrgiceQIs/anTYsSYfMgDUZacBhQKotXbbp9D7CWl68fnWZwudl51VO7Q6wzGr7JlnnuHmzZt8+tOfDgDQwcEBf/3Xf80v/dIvndt5Hra9rgChl156iQ9+8IN86lOfes3LtB0nLHXcRsBb22nGRwiWEe44ihxE2UwtzhaDQXH52DjtwApAukeqIgfuRYYjlpF2ZdQFrpRwVVpNmyq3G4JYCDlEBiINI5k0UqWEsOlgPg84dSliPWVL1Mt8AsUcWcyoy9NnyPFlp2tkNSlMNkKnfYr+JrNCc5hrZlPN/dmM/XnJvWnBUV5y93DB0dy2M8wUbPXJR5YZZHQNCEm3UBxkiiyRZIkirzS39uZU2rAzzbk3zdjqJ1wbZQySAZsbTzNIJVm1sALXi4kFyMoiLJaN8KlfrgpPOWcjG6HTNIiq+mpf/p6A3xyAUsqBMwlGlAiqpn6PX+DLBNK+/RfApWoAFAYnLpshlUAmvZoZFmtCtHJ/pRBhw+LHZaEdKOR+V6am58bit222Qzyu2+VB7VhfPRk9bE2hh2VvhfKTj9reKL7fW+cccAwryFujrHxknZHXaB4IpxCuFK9jwVitGAJr0H2p9tMRw9DixJ7ZEWkDlQuELhHFfEmoPgBKrWv0baR+UaUApzGTOZH8QSpJve+fO99fOZ2b3gjZG9n2054NUvTH6HTAxChmpWF/UTHZ19yZHLK/KLk3zdmfFuwc5ezPCmZ5ySBTNjW4lyz5fdtd4fy+Tdu9c7jgcF5y/yhna5hyZZix2Uu4sZEx7g3YHLyNwVgwfkLZKpfzA2S5QJRzqKxfDWzMfII0mizts52NqLKUmStVn1emMf+H9OvY3fl72WZjARhjNZRUfe+lUCHQUPpqakKivP/3DK+Y6ePHQhRQqDrHVe3vlbQsZREHg3w/I5ZQbCEF2TUW/H5ro/JG9fneLnz/o7EzgUEnSTbA0gYWCIBLJ7umix3U3oyvaSen06+3eW+DQWsDQa3PlxpY+jzezzTnp/D5ij7GLaqO5jtBoWOeefv7HsxeYirahpppXv7jGMDoZL7EARrR/F4LhOkCh46ztVJpOwCWtds76bhTtH0qW9HuG93Pd9nR0RHf+MY3wu8vvPAC//k//2cuX77M008/zYc+9CE++tGP8uyzzwbf//jjjzcCBq93e10BQl/84he5c+cO//gf/+PwWVVVfPazn+VjH/sYi8UCpZritjdv3uT27duNz27fvh0oXOdN5ToJPW1HhtvfrqmQ9cvSAIOoNWnaVMx6g+7/i9BcIW3VMGrnrRFO3NM4lopptJU4weXAMGpVLanFTB2opBJM0rd0dgQGE9pJPBlJ2uphCTb1QCzmVteiqunxCInuj23UOhvaqmSqx6IyTArNIjdMJnMOFxVHecm0qBzIYq+hl0jednmIFIJUWUp+qqQVbnYskTg6UbkqYEWlXTWwui2Ag0XJUV5xb1rQTyQbmWKYKjZ7Cf1kzMZwi14i6VPazVM+bWycRLmwAFqZI1TCIOkzUClVmkb3nygia/skVObGlMZICaVbmYRIjmX1GF06PaA6ndBXhGswfBAomaBUYiOmceWieAwKO0lXiEY0JQYdK20wwm5kGov9aPxqBwDFY9zQsTk45p05z4njzKLSp/z+W6H85KO2N4Lv97YOGLSK2t8Ag1oLuhi8qdzLGAt0WrDVCmwqHzWOfALQ2PBXpcFgQltAAOvjdCALIjd9fyM9wPt+V00M7Ls2EASdmzAPCKyPrHLExAFMnrkIIBP0YGhFqXsb6LTPUa6ZlZrDmeZwv+DedMq0qNidFczLilleNa7hsUt9nr2xQSoFw1TRSyS9RJHK2ve3/f6sqCi0YVpU5JVmltt2X3ZMpRd2FYNUsZElbGSKy4OUrX7CZm+bwUCykdW6d6KY19XD8gmimMH8EKlSkrTvwK1e0NaLmZhhbnIsW1RW+09jmmlfusRIaT9zDB4MrTFiwnP1ZeWVzFCtsbZqXIbbaqy/F0JgtAnAUJwyE/rlQCHv432bbbaQ15Zr20Nhh56RIXRaitCF73+49tBYQbAUsG38aR0w6AFSxk4EZVz/VgmyH3db1gav1u5sxAhq/C6W9iqNw1wnuwAgqEGdZTbQagbQKvOeT3R8VyJqGQPqoGSc/hXOuOr+tM9tqsYg8T81UsrCH48BnU6yFsByHEi4rl5bu42T/G+DJbROStprDAo9aMrYuvaFL3yBf/bP/ln43bPI/7v/7r/jz//8z/nVX/1VJpMJv/iLv8je3h4/9mM/xic/+ck3VCDgdQUI/fN//s/58pe/3PjsX/2rf8X3f//382/+zb9Z2hAAvPvd7+bTn/40H/rQh8Jnn/rUp3j3u98NPFoq1yrxUG9tMKjNumgDQLHFYJBNF2CJHWQbrZlApdaBkWIc1RxcHq9web1dL6yQdbKv3xi49CWkQqs0RGLrhSgR2yi3C2affqAj9ouPXKc9TNKnSofkleZoXjGvDEd5xeGiYn9RsigtEFS5a0ylYKBUA7QZZ4kTK7XAkI9O+8nJAyc2lctqHeWVYX9ecpSXzEu7WagMzBzwNC81/aRiWlSMs4S8p+gpzUam6KcjKwxaLiAChhpVgrQGlaCSPkoqKpUuRWUN2MoJKrMbAdGhBdE1hqLBpaPnWhn7yCwgaP9VwrKQAjAEYUEv/eCRdhO6yjfGon7QHLMngkL+fVgDFDoPe5AqY2VZXpSffA3tje77oblgbts6YJBpBQHaYFDb2kBtAIIiwEBTzy9CgDRWrFi0+xnAfxPNJa6QQeT7EdKds547Avhczq0v9H6xyhu+zOrOZZhsgEkHzEiZzSsO8oqjhebOZMFhboGgSV42gCAlBRv9hFGq2OynXB2mjLOEcU/ZqpWJJJEW7PKaFd7vWyDI+vX7s4Ijd45pUbE/K8hLzf604EiW7CcFG/2Eo7xiY6Yccyih0IpBohj3txAqQ84PbJCjtAEPyEEliHJhrzHtgcroJz2MSsKcHI8VO88mwX9aMeiIrnBMRFcbms8Wy0hSDg3TDvQPa42VLTXb9ICj9ICj6BgrxzCFwlfCsefj20+yB6kyduH7X3tbV1Nk5Xg6adO6JjviVCXm127zAQGale3GVB19bkAQdINB3rqDHSuaDH+PwJQlRtNye0bUlaPi0/lzHzdSOlPJ/PkcwHEm8ft4Im0BSw3QJk7ZjllF8TmPA1oeAZvnzQQKPSpA6Cd+4ieW0iJjE0Lw27/92/z2b//2qfvyerHXFSA0Ho9DuWBvo9GIK1euhM9/4Rd+gSeeeILnnnsOgA9+8IP8+I//OL//+7/P+973Pj7xiU/whS98gT/90z8F7EN6FFSuVSUi4yG3vClwf3DOywM+OpJH85/5VAEbuXMva0PfpwkE+ZLvxrAUIcbJTrTzLo1MLDARUg9kAwQK0eeqbs+XpZflwmpQFHO7UK5yCwh5tpETs7abgSG56jEvDYeTgllhuDfNOcwrDuYFhTbMS40SkCpJL5Fs91PGPcW1YcYwlVweKNT8AHX4CuzvUd19BX24a0WhFwu0qxCT9TNkf8jm1hXkeBt17UkrUHr9Ogd6wFFesb+ouD8r3CZBczAv2DU49pEFn8a9hKvDlEEq2cwSBknKIB3Y6PBi4kS4c2Q5jyLrGagUkfatHkTSQyPDxi2kE6geMumHsvSmzezxoFyHaVw1Mj/etJWOkpWxDDApSKVCOqfuBUIlNt1MOkDPP9Ku9BQRfq/HbvhMrk6P8RtWIR4NKCTF2cpPCgSf+cxn+MhHPtL4/K1cfvJR2xvF968uJNC9YI7B/y6BUv9er2IV1Qvq5vvo2/XHVBEQtMrv+8itZ5g2KkPJBJM2Uys6tYfctSTgfHyFyKfW5xdTRFnUjCBd2eMdQGLSAbq3wVwNmBaa3XnJwaLk1cMFB4uSnWnO0dwCQQBZItnoJ1wZZWz1Ep7Y7LM9SLg6SBjrKXJ6D7F7i2r3DtXOLcxsQnl0hNEaKSVpP2M43kZuXCK5+TSMLlFde4w83eLutOSo0Ly8P2d3VnDXnXt/WrA/LbibLBhkijsTm058fZRxdZgx6ytGaZ+NobJVMnWJqGxKmVi4+dhdM0mKSfqYpIf0zKGkF5hgIJFJv9Zx8oUhVvh+4cB36QB/77OrKDhjBb3tM7LgmAOGvFpQAIgc88AHFTqGde2/67nDm43Or2YKnRQMOO+NgmVEnQ0Q+uQnP8m//tf/uvH5he9/fdkDrQ9aa6eV2kFdYH046PgN8ar12Up2UXw9J4zb9rvywGLRq4LA/rAVYFC7uQCGtH6H5aB3496aE4C2uD/ChR9cQ21fs8oaPsjh68EXxQDHScBMV59WBdLP0xrgzYOzhB7Y1gGFVh36kEGhs2qHnmWv8Ga31xUgtI69+OKLyKiaxI/8yI/w8Y9/nA9/+MP8+q//Os8++yzPP/98Y3PxsKlcxw32WH/FgjithZWQhCVVtFiLHU5D/NNoKNvR5TrdwNLkcalKyxt8JS3TRokazEHbduKUMy9i6TcaVdV0Bl4jKKQIFLOaSh9K3htQbkOR9DHZAN0bszCSw3nFrDTszUv2FyX786KRFjbObCrA9iDl8iBlu58wziQb5QFysoP5xjep7r7CwTe+wfTV+xy8eIfpzozpvRnlrKQq7OI87Seko5SNGyMGV4dsveMJRjev0HvmnVx5+p1cGl3hxuXHOMhT7s8qDhYldyZ5lKamOcoJqQcbWUI1hHkiqHqKQW+TREjIp3V6V2XBKKFLTGXFo1F2k6RUihb2tWtrDFlAI0UllvIfqr21HLFyoJ6dFAVG2KiuMTY9odLC0v8NGK8V5UVoTZOBpIRECkkiPUthuZJFA8hsR6KEFaH2EZ2uje3ShPyQ7KyRAiks+v/v//2/b3z+Vi4/+Xq019r3nwQGxX9eAoJafv/Ec7WYl0vziNvQy4h5ErOLfBu2Lx4YEMHnK8cQNEIiVLo61VhbHwImBCMyJSwTqFxYn59PbLpsMcOUBaa02mokmW077VltuMEWuczYn9vy8DvTgv2FBYWmzl9v9BMub2T0leTK0IIxj497bPUUl5MSOdlBfOvrFN/5GtNbt9j9u5eY3dlj/+UDFgc5xSRHVwapBCpVDK4OGF4dsvn0VUY3LzP+vneQXXuCp5/8PqqNazy+scnBouL2xAYEvO+fuf4UWnO0KEmlcOKoGaU2iF7KcLAN2paMt351FqpkIueIJIW0gNQBZKm2wZ+kF1i7dRq3QJCiVBaeUYPZ6UxJW5bes3aqiMIZmGXUTDAZrSXiwvJS1Iy2rvT02Iyo544wtjxoFfn/9mbtJL9/nnPBg5Sd/8mf/Ek+/vGPNz6/8P2vD1t7jByXuhPZiWBQ47MHSxXr9Pdd1xNelBbLosXoWD5uBRh02vfqGDCoy9rVztosoMY8ZWiuGY0+uX9CBL2f2jvKhsD2qoprD2S+8VUWP5/WM1sJ2rTSx9ZmCbWbOQYUOpWdlSUES9dyGnuYoNCDlp2/sNpe94DQZz7zmWN/B/jZn/1ZfvZnf3ZlGw+TyhUP8vaGoOkYoypgcd+oEXbpXrgwTr3D9+BKO0onE6CbqifD/0T4XTkgKJFRmWHHMooFSEttKErdAJW0ayOASri0Ne30gVxqWHB8cWUzlaJ7G5h0wLS05YpnpWFeWcBFCtjIEoapsYwgJdnqJwwSyVZPMkwl2XQHtbeLvvUC5c4tZi98i8mtHQ5euMX03pSDlw9ZHCw4mBbk2pC71e1ASQZKMN2ZMdjuM9+dMbp+m827u4x3XkVdeYz+U8+SDbfZ3rzJZNTnxihlVhoOFmVIIYOaYphX9m4oqam0YSPbQKkUoRJEsQCZB+Fs3D1CCNAlRkhkkkbioG7jhQlZeomyWc+ZcppAshYMxejA7lGJZRsVlYsY6+4aChZ0iiI47bHkNoJCCHAAUXNMmVC5rD2Gg1Cf/75UARjqMv++PAxgSMnT00DBMR6S5IFLT8Kbp/zk68Fe774f1gSDunx/x8LbL3LjVJ9aKLhj7vAsHmH13FRg89W0vphV6tuVXoHBvbvagf+lA+MLrQPDKPb7nkBk/Dvmr8kv8oW0IEiSgksL1ipDD7bqFLFchzL1AP1Ecn2UhevvuyCA9/0bmSI9uoPct76/2nmVybe+xf43X2F6Z5+Dlw+Z786Z3psxKStmUdn7TAo278042DhkcnvC8OodNl+5y+ixK4yf+Sbqyk22n/4+tkZXePzqTWamz24IVBTMS83C+X4pXPl4bZiXhqnUVEYyHl2BfIKQCaLoIdJFQysP3GJeVza1LHW3ztjATdAYcs9URUGbREqUkAEcsuMIUiEx7nkaJZb05Pxz9+nlYS2im+NQuPHn/b1usc6Wx7pcYi91laRv6yM+ClDoQaqMXfj+16edemycsGFeCwxaJ1XshHMtHXsOQM2SrWS1nAMYtOqrEV5yYpUz07Fe7GDIts1q8vh+6QYLKQhFt/zMWYGh4M8egP3SaauAoS5Q6NgONvd2DwIKnfXYzvV6G7Rsf/aI7VGljL0V7HUPCL2ebe2c5/aGIKYcGu0okctOKdal6dxQGA1iWVvDp52p6PcQdcTq/GDq6KN3FIERFAEVVcT4MMIygpo3odUnFy0NzKWkZzUokh6FgdxtOiwAIugpRSo9EGY3BImCjVQxSAQjUSCmh6jDO5iDe1Q7NkUgP5xQzm0kWmWK3mYPoQQyU+i8CmltKlOoTNLb7JGOUoSS6EpTznKKvT2EUlSDEWq7wAjJRn9MOhwzKzT9RDAvrfZQEW00/ERUaUMhBHmlyVQPlVT2HuQEmn18f8NkKJo519oNicLTXCtbQajQ7t4re5AkmkiNjUwL90wrU4OLsTj0qhHa0BSKnheyCVIevyipoyR+DHeVSn1Udtbyk2dJNVhlb5bykxf2YHYsGOQspIsJ+w7Hi1x/fC30b5Z9LbZdIRXC2HEsaeqBxWLDFlw63u9b0f2m369wYKvlrjo6vmWGeJ9vEuodgxAYlWDSYUgVq1SP3GkCed8/7in6lUtblRYcypRgI5UMUkkvP0TsH6IOblHt3qV89QWK3V3mOwdU8xyjDSpTpKOUfmVI5iUbeZ1GrTJF0k9IBgkqc2L885zF7hHJ8C4Dl9Kmtg9QVc6oN6a/cY1padjIJAsXtLDMW9emE4UutEFpw0ILetkIabTVWJKJraSm3TNzDFn7t9qXemao1zqq59g6FQwAKZDGzicNwWmwaX5u7CiaKYL+2Yt4LMXgXdgIVQhhf5auvXYBgSXzc1scHacJCj1qSx5AQ+i87ML3vz7tuHX6OlXKlg96SGDQGTbVp2YxPeBa57jD47Swhq+JP3M/N/6FGjx3v9qj3BxHtCZ1a8zYz6wSpV6nz51f9g2392THMIDWYVbFDJuzglHLAtFnALJOwRIKh6xi959izL4ZK4+92ewCEDqjdQ3s9kcngkGw9EI1nGYMBB0XXY6cqdUXqgEHJUQUZS7qNiGkCKDqlLPSlcwNOhTOCfiqJUrWOZsh3QwwSWYdHb16kyATTNKjNLCobOS5dOV4MynIpGUGKWHZMJkS9KVBFjPEbB95NIXJHmZyQLm/g5lP0JNDAAbXtuldGrP19sfQVas87gkmlUJmCTJNMIs55e0XqfZ3UFt3kf0hw82rDLIBlwZbmI0RueyRVzYy7FMpvGusjGFWQl5V9JIBaTpEZSNbdSyurhM/J12hhEIJW9mlwv7n2/NC4NrY1Dyb8kXQAaIq7HWUC8s4EpJUKkzSKjMdAUP2eYuQmtiIUrSiOVZTRIXJqrNah9HNyROnTyQTm84g5LEz8cNIH3tUVcbeCuUnL+xkO24O6EyvhOYC0qXaxMcGja6qXB0MAMcOde+whsQxSfxors9fhXLpS6nKKrWgPRZMyCufcmwaoERn1RjP/hTSskG1toCH/1wqKtULJdjL0lb5qrQhk4K+EiRSkUpslTAJcr6PWExQB7uY6T7V7l2qyQHF4R7VbEo5mVMVBemoz+Yzj7HlABahJEK5n2XTVxmtMZX9LzZdlMzu3iedzlCvvoAcbyP7Q5Lt61waX2JzdNmmuY23qFSfWanDvOiBl7wyaKOZScjUBmk2JkXXGnrxc/PzoUy6s0ZwldEcQyyP/qYEFvhvjQfhGcWeJSaTMKbiZUYDWFwRXPLzgWedxZpRNjNZuLQNGQApd4M7QaFwXHyND8Hnh3v0ACljp7EL3/9o7EHHybluPNfY9Hanhz0akObMtiY7KK5UuOpv9gstVtBKplDr365gOBEoFFgqOoBCUN+2Tpyiay92nMV9aINCnd8//pkde6+idfWJoFCLJWTbOUc2E6cDhfz3X092wRA6P7sAhM5gJ708nUh5+KNYjSrHjrL90sXO2y38kKrhyD1SnkhqkUpj6sVp1axeJXz1GN9udE4JaAGJY6b4lAObxmSZGMKnm6kUVIoXItUIG2nWhiLXS2lnmbJ0+EwJekJbAGh+iCimyOkeenKInh5QLuZWk8FFckkykptPI/pD1NYVK1I62LJC1dkInfRCVbJQ5lc4cWhseXg5P0AUM+T8EH1wHz2fYCYHmLKg2nnVHnT7JUTWR47GqNEmyfASg2zA2J0rlxlFZVhUFrwptKGAkP5mNzqKJBnYiHJV1M9U2IW9FDLcSyE80CQa98n7q7jaUBhTuoSqrBfm0grDIiQyehbtykfG610AxviSxh0TkjE00hHjMRtvCFpJanEE49Q5yg9oUpy9ythp7K1QfvLCjrd1wKDmH7uBoLBGDKFRHTb+zUhrtHhuUbZF69+QEqpL6yci/SIjpK2GJaxOXLv/Xrg6lAgWzTQmDw4ZISDpYehhxIZlODqwJNeGqoByUQaAG5wvloJeIukngqxaIBZHqL0dxOKI8u4rVJNDiv0ddD6nnFg9HqEkMk3oXb+KHG2itq+jtq/ZsvXDbXRvA50NLfDkdNk8KzZTElUtEPNDZD5BTl3hgZ1X0dNDqsM9qnlOcfgKADJ9AdXPLEA0HKOu3CQdXyYdbmP6Y8rBpq1MWdpzzSI9P+v7BalMSWRGKgnC/o1NlbFzkjer01czRYWAeAsQe0hhdGAgNVJ+nf83Mglg/kpNi/YmxM8HGhAmpJIhVQMU8qWcfdJh2MxEffOg0CqW6MMChR6kythp7ML3P3w76/g4LQh0JnZQ53kfQNi31ecupsm5bcSPCUQvWexb/CGdSLaO/t7av7RZQavYTG1gqKtv8edGBx/TvqzYTurv8gEtUAg69mHL9/C4imyNU8fPsQsU6urfGVhja9mq+7zOoQ8wHh8GS+isUhHqtctye93aBSB0zrYEBsEyEr/CcfgInKWGW1jAtJ2kA5RMtKA3Brx2pNCVjS67sr8YbfV9Ypq4b6ONyguBwpApgXYvmBc2DbpDprJR57K+NiMkWigbDS4MldEh2uxdhmcveSbQQFS2Sst0F7mYoHdvo6eHlIe7Vpi0sDFS0Rsg+0PU9nXk1hWq8Q30cJsdnXK40Hxnf869ac6379/hzsGCW/szpnnFLK9QUjDIFON+ypPbA65t9nhme8j10SaPbz/FtScS1GyPZP8WTPco77yCmU8w0wNbsWzvDiQZcjhGjjZJ3CZEDrfJehtk2YBFZZiXNsVu4XV2sOBEpjyIpkhkYgW4XaRWVDkpkMiELFONDVWb3dPwdW26qJ98K0Dk9u9JZlMXZIVwVYKs6LRb1EfsH6RaAUDW46y9gRVSYVDLueJRv2J676MChc5edv50x/zET/zEm7785IWdzrrAoDYjJ2Zv6FZ6j6/G1914PGfIhg9vmAeRHBAUWEYR6mSB4NZGHvvupBBAf+jWH4r7WDomY15pSlcZstSEwgD+tBYkEaRKMEglI2WQiwPUwW2YHVDdfYVqf4dqf4dyMqecL+xx/R7JqE9y5SZy6wrq5jPo0WXmGze4dVSyMyv4+ktT7k52+dadl9mf5exNbRl57/sf2xpwfbPHM1dGPDa+zNu2HufSdcXWM0ekkx3SO98JVcrKoyOKyYz8cILaO0L1M5LdO8jxNsm1J1BbVxEbV1H9TWTaZ1YSAh+WLWTCPcqUveZMChJlGVFKCp/9a31/KgMLt9I1MzSMCQdqxcPCFqHwv9hnK6hAC4zUCFkGNlIMDPlxYwF7sbxhO8YaGh3GjQOpwMilNrpAoUdhD6IhdBq78P2vL1u5+Y4eUddXTlpzdIE8p9JgiY9dda4wabR8ezhfGyxaLgW+xDI5aUCvuIaVGjMn+IfOUvftgMhpwLJT3ONjn+Ex5zzW57WCLd2Dp4NZ1drTHffI29XOloSm3yB2VmDo3CtMXjCEzs0uAKFT2lr5yHE0tvGFaENgDBjjFk/WwoLb6/C0z+0AIE9ZN77crD/W6wR4dlDlyr7Hk4inlqskUPu9E1ICEIKEWnMilMIt/OYiAoJkgkkStFBuM2CYOyCo1OBgASvw6WF1fEAAAQAASURBVICgYSpJjasWk08QR/epDnfR+zuYfB6qtMjBCJH1UVceQ25eptq8ST66wp254f5ByZdv7/LCzoQvfWeXu/em3L99xHT/iNnuLcrZEVU+R0hJMtgg7W8wuvY4o80+l29u8LbrG/y/ntnmH14fc3M85PHr76RXTEhG2zDZpdq5hZ4c2L6UOXp6aPumKwsOGWOrqY2uoLIhoJmXUFXGRXqtQLTXHNJAauwNTmRiq/P4TVs0NpTK7PNRWUj9Whp7wqbjCcAo7TZ9LuHMsXpEmdu/QU2xFQrtxptH6QQSKVVD72TlePVjzv3P91t5loHpYhn5dIKTQaHzsEeVMnZhb207Vpy0DQLB6vfIH9fZmCAEBKKNQ2eqmd/c+8TTpffYLVJlYtO6VNbYfCinU5PKOuIaM0yp2gyjFCMTBwYZFqUmd2LLpTaOpWl9X+qAkMyBQcNUIo/uIef71tfu76APdzGLmfXXoz7Z1hgxGNkgwOZluPY29OgKdxlwf1bxlW/s8p9e2uNbd4/49ov7HO3NObi7w+LoPsVkH10WyCRF9QYMLt2kv7nF5RsbjC8P+CfPXOYd10b80M1Nrg6f5LF3Po2a7JDuvkS1e5ds51X0bIKeT+290xozn1Dt7wAuPUtXDMbXEWliRaZxIFgFc8earRJJLgWVkmTGMWOBJHGM0aqwukNGk/jnKlUoxqCj6nEyen4CQGUgypqlc1K0Nwb0nbJgGKtxUCEaK+E7jtEUj9fKGJeW7oAhvyRobQLjKH5sD4MlJKU4U9WY1ypb58K67UHGxZkPXQEQnLmq00kAyCqWyQkME/+3Y0GhrvOveR0PlIr0oGlMcR+72I3rPot2kPtB+nXMOY9jch2LU3mX2gEKPXB/j7ETBcNPWqMvTw9R2w+3evBJdgEInZ9dAEKPwiJH78Gg+PXxP2tjxTZ9vn74e7SZiNkj3k4c1+0NhUocg0Q1HFpcXjzoDUXpZu20A2/+ejzl3f7sFrOIkCqQSlemvli4ymQFlE6A06WECalAKuRojBxuIrZvUg22KMfX2V9U3J2UvLg/44WdCd+6O+HuvSkH92dMdveZ799lvnubYnaEdqWPk/mEsn+EkIqqvEbaU3wH2BqkbPVsta9MCrb7Q4bja8gks1HcrG9BodLdhyS1EfjS6kOYKkWUc6RULj3AUGoB0pZq1hiEEQhsKpjEYJSodXxa99TeSBvdRVtmj3DAUMPX+o0DcTSW7o1oh7XHjqG5uI8d+1K6Gcs/h4nC9+0hTWjr2NkZQg+hMxf2prTTlC3uPN7929b3ap7DsUCiv/nUXp+s6YElKaL5woFInRFn6ZlFUWWy2Pd7nbk4Xc37fsd8RPoS475d6fpUVzL05sGgVEpXMcuCQrJ0vt+zWKWy6bmA6Q0QUiKGmzZd98rj6MEW5dbjHBRw66jg5YMFX797xN+8esDde1P2d6ZM9w+Y7rxCMT0gn+xjXLuqN8BUFVU+QyWPo43hb/oJi1IzTBXzcoCSPbZH1+gDcrCJ6A/RR3vow71QgROpEGkaAi1Cl4hyQdZLyZSwRRikwCh7J2NGjcanzEXR1DaLCwhpXw6sUyoNIs/BGs/PPQuXEth+xv77ph2E8s87YvnYtGFO5bsbo70r0u3/tGKjcd6bCHVWQOgiHPCGtVUVfpe+Z1oYzKPevK7MaWqlHHH8NYUspo535zVlmZwIgLXSVFf1r8WQCkxYf5rjruskIGhNkOxUIOAJYFC7+pmMvtMFCsXnf1jA0HG2DnNnFTD0WoJCF2Xnz88uAKFzspUvQys63AXoQKwXY0Eh4xf+xpWlNdT/+qb9cUI4unrzvCRZnRYWLSSJ0oiCGbspEFVpBZHLef2z0Ras8A5bJhjp6efSLTZrRyeMFY0GVz5XCQaugoxcHCHyqdVBwAIv0gFAuM2BSfro/hjdG5H3tjgqNPf3cnamBd/em3F3suDl3Rl7U9tG1lMMtzZJ+0P6W9eoFjOMW8zLJEP1BmSDAb1BinJVxu4ezvnG3SOmRUVRGa4OM66NNtnYvMRo8zHk/IBkvo8oFph81tgcICSiKm2JeaDfk6g0QQgbIVcufcA+1/oetzdNgX3lqseIwj0nF4EXad+ysFSKcXoOlQEpU4Ry/xmN8c+ozeBqTW6G1WNIiDpFJPTZ1GOyvZGNW7Wb11pfwn68vDGA1Rvqi+oDF/ZmtJjVucr3Q7TAam0S/NxRhTlAN6sICp9aJJAqQ+gSgy3jjop1h5qiwxD5ay807MSQRZnbn3XEChWyySgVAiUzW71S2JL0xpFFeolCIkik9f+DVNJTgrRaIIqpBZoAMRijsj5q+5qdk5K+LVU/2EJnIw5MylGuubdTcGey4MX9Od/dm/Gtu0fsHS6oSk3aSxiMx8jke6kWM3SZB0BISEUy2CDJUtJegtGG/aOcb3FEIgW3jhbcmQy4Pupxc2ObjfEVLl17FrU4Qs32kcUUkc8cKFaFeRNdIvIpymjG/U16iSErRBDQ9oUY4nsghPtPlxYQK+aNwgMeUDfKBkVM2gf/swsMaATIFGTafG4OwKsHU/28PdO0itYPduyYoBelfHtdLFHsfNCeA6TwLGdfvbQZ6bYD7Ow6FRd2YevaSfvQUy8tThqz58SGOU57puuaYmCrASa4Pp2F0XQicHLswcezErtT2jqChkv3IUqLdp83ru1EtssKraLYOnzTWvdv6ZjuZ9YGg/xnx4JCUZ+PF/k+3fhbqSXX2faaAtPHMIbWsdebMPWFWbsAhM7BjivHt4oVFFtcHtw7jPj7Xl+gvaHoqv4Sqse0gQEhKV0blRMr8CCS1YgQYeHrNwWiKiwQFLNPXHQ5pIwJAcZWRsFpTWglXHl2J0IthBX2XBRQzO1EkdgFr+6PbVtpz/6ejVhoOMo1i0pztJczLSp2ZwXTokIbwyhL+MGntsjLMdWzZ3MsWSKt4KiA3Xlhz5UnbGQJGz3JILnM6NLVeiNTzu0iPqrSBljQLJ+QqowkHVAa4TYFNASiGwh2dP8aaYY+xQoI6YSJ24QZGUpDl1q7RblAiASVJJG+k2Zpc+B/BKuXE7OAcCXrja14JoSwrCHqsRhvCOxGoG4+3hwEdlsc9XiEm4JHpSF0YW9NO5EdtOK9i6eHhhugqcvTxc4L2jIdgJKhfm+R2HdPpQjHJmrPPTYFten3hXGLgNjvlwsLepRRrStfQcy/17oiUYRJqDKCQWI75zWHksAInSHyMvhPIxNMbwMGW5gks+Xpkx6T0qadHeYVk4nm3vSIo7xkf1EyLSqO5iVKCr7n2gZvuzKqzyUFWVKnv8VWOV02/583JQWzvOLlgzn3pgUv7Ss2eglXhynjXspGep3BQLLhUpxFMQM/J/p5Mp+idMlAZfTTHlqlQTuvXaUtVZYlRdkC7gMrK9rE+EIP0UbIGFzlzxjUcf5fJQ12rzeNQEdgkO+T1yqSTkBayxpUbLNEfdqYbKSwRePP9S2w1Do2mMeljp2XnZUhdEEQemPaOuk5XXZc4Hb9RprjvFNH54RznFZ7psuW0sfW6cN5WRdAE/Ycbo15HCi0or0TU8Ue0lryLClqpwGD4r+tBIXi8x7zDE9Tdv40YFDd5jIo1No2rDjXa8MSUsLtX89w3IU17QIQekA7CQzqslDBJfzeFF80Zjkq57/fBI98dM5v3k1YRMabgVLX5dJ9Whc4wUp3nJBRZZMIpa43F45Z5ASLjcosc8XY/thKXiCIxKd1iSiKuiKWb1cmkA3RKqNK+uSVZlIYFoVmMs2Z5BVHecW81BSuXLCSgmGqeGzcY5gqNjLFIJFs9iSZKRGzfVtFbHFUs248aJWkmGyEyYZU/U1mheYw1xzkFfNCs78omZea+7OCe9OcVNk0h40sYZgqNnuKTG2wMdi0WkjGpgxQ5ZYpVNqNlCnnZDIhVRkohXb3p2qNEV+uWYDVjChVgym05MT9fQOnz2SiijTG7QWFi0QnpGp5cyAEjnlmEZx4Y9E1Nv2k5celitLHXCtL1gkKtewkptCD2FmpoxfzwoWd1TrBIGftVJ14mDU28CY6PvLdXWLDXtDWg5hS1D97xoYHjoypKy7GIs/WF0BiXLWrDmq+ENL6etenmLmIT1nSJYmQFhiCZlVLDyhFfi34494Ik/TJVY9ZoTmYa2Zlzt1Jzv685MABQHmlbZn6RNJXkutXRmz1Em5sZGz1FKNUspliq4fN9h1ov6gZTe5cOh2ih9vMtWB/oZkU2p5rUYZAw62jBRwteHFfkkrJ9iBlnCmuDjPGPcU4GzHobTBUxlbFdPOMnB+Ga5NCkqgUoxIb8PBzppCACVo7RiaQ9u2c4cdOdI+WUifcs/VAk3+W9pEZF3yxQRm/HnBnCmNEY32yabRp/1bpGlRUcRKVG5PCgBASIZdTz3zfGqnuHe/Ccalj52FnTxm7sDeLtVMi27ay6tQxG+Rz2+SeExgUs4RW9u8UqVVr/22d9mMw4yRQ6Lj2Ouaj+HtL+nn+b+cFhJ0wHpY+O4fhsfQc1wT4VlW4W8kwWhNQOw1T6MTx+JBNCtH5vq9z3IU17QIQegA7zcD3AI//uREVNhXxSk24TYGPyvnqJI1UAVqbCuqNtjE2Pa10C0gbWSQAQuDAH2mrijWWRULUoqMxDdVVLjGupHkQvXSIdxCgdqkGgU0TgxyOCWSSPlU6ZFZqDiYFs9KwNy84XFTsL0oWpabQGiUEg1RZIGijx2ZPcW2oGJicZOebmJ1XyL/1/3Dw8qvs/d1LTO4ccvjdI4pJQVXYFK90lNHbzNh6cpPhY5fZ/r6nGD72BJe+9wcprz5DtX2ZO5OSg7zi9lHO4aJkf1668+cWGOolbLjNwSCRjHuSQTKir1IoFzYFTlfI0qaQeRaVSPsgE1TSCyl62rGGEAmql1q9piraOMXRY3fPu5x4/DwdOcBGfTFUDhixABFObNxGg30llkrXQ85vDKBjXOl6shHgNj7Lm10/rte1h1N+8qyi0hcTw4Wd3k5KE/YWvxcNv6+XqzxZbyxDynDdRt1ACAw4FqZoHR+DSBZUqoEk24RFhAJwJIWdcxxQjUqagK9PNYvYofZk2lW1dABQsbAso7bvd3p1urdhU8L6W8wrw+605KjQ3D7KuT8r2J0VTPKSWW5990Y/YbOXcHPc5+ow5fFxxnZf0T/4LuI7X6N49dvsf/VrHL1yl71v7TDfnTPbnWO0RkhJtpEyuj5idGPE9vc9xcZTN3ji+/4R4uqTvOPm93BQDbk1Kbg7yXnlYMH+ouBoXlJpw+40Z5Ap7k0LtvoJT4z7bPQk2z3FMB2RGY3Ip4hianXl2qBXklrGazpABIBI1ICaSjHpoGactpi4te8XzteakPJrHMjni0oYt3/Sol4vtNN/BQapRCP1vMu0MQgZFahwz9mDVHYOqaubxv6/wRTyx0X2MHy+tzMDQhebgremHbvJFp2/n7jeX9XmGmDQg1hXG8cyoc5RaLmTrRKYQKcAhdY876kqr53FjkkJe9i2cpydAA61r/dBwaDw9VbwdhVL6Kyg0LlVF6Y7W2ad4y6saReA0BntLIM5Zl0EccmuFxyCSGhM1faDftWG3b/wQeTZLxxbYFD4uttUhEWRB21iEMKh9XHlq3ghGNZgrXSzoEHhmDpCJo5lZBfD81IzLw2z0jDJK/bnJYd5xayoAisoTST9RLLVS9jsKbZ6kmF5hDq8Tfmt/0Lx6re584Wvsf/CPe589R57e3NenJYclBWzykZMR0pyOVO8/Wv32Xj8HrM7u2y+/S6Xy4Le94PYWnB5fBMhIC9TKm1YVJpCQ1FpKiOQHlySJfQTq4WEJuv1bMUxMQeqEOUVXhwabJTdL6RVClG0v6pc6obqIZWpNwVeryh6pvUYWh5XGpDGilf7jZ5f9EsPd0TRXoREySbjp25fHD8+/YQbjc8uey0iBUqcUVzuYk9wYedlxyy6YtZeABBWpJkBIcVTtvh4MRDk31f/qjU36N3vn3QMoeC6DS59Vdc+2vdHNLWH/OLPFh5wFQ61Z0nO65SzqgjAjBDSVrdybZcG5pVhUVnffxgFATwjKEskl/opm72EJzd7bPUU1/sCdfBd+M6XmXzlC+x/4xVu/afvcPDSIS/fOuLuomK3qMi1LRQwUpInBrtcG6Zce/mA7Wde5fp0Tv9t7yABtrYeoxqOSKWgqIxlSwGzvAopZouyYloIjvKSVKXkiSGRxrJAZU4QAHfXC9gCBMYJ/ksHrikNQoX7qI2r9pXE9zLy/dG9r/00Sym/9pkvL4jjsQE1w1NgnG/uAAlja+twmEhxUNf9W+X/H7WdHRB6CJ25sIdqXZv0VYGpBgAfGlgfDDrJTtSrWRMMWneptG73llJ+2uyTOAvglMygVYBDQxD5ONCnS7doCfSQa19sA0iJz7tG+lXc71XtntZi2Y+uz0+yTgZU+KD7mk7UP3qAVLsYyF8XFHqUdtYKkxei0st2AQidwdbZ6JrjJiUfGTZ6+e0S0QbeUfcboAsgdMexbvHoo3NecyhOMfCIqNULqLUelKhTznwE07NZKgcmlbnuTDezGkG4yjE2OiyqwqZTRalOxqccpANykTArtf2v0EwLmx4GVoCzl1gtn3GmuDbK2MwkV/sCdXQX8crXyF/5Jrv/+Svsf/MVXv3iLe7eOuJvDnNuzcul57BfaL47L/nmJOfxgwV///aE7e/ZY7F3yI3JAemT38vgmX9Ib+Ma/c0RW33FvWnC/txqV3inXlS2n0paXSSQJFIzSPv2uo22Ygy6bEZ83QLfbw4Ay9yKdCZ8CoeSCiUUSZIF1lVsyn0xw4JKhSBEi/1z9c9eEJHOjI42oPV4ALsRlBBNGH7grB6jAiuwKtzxUDOGTmPnHTG+qDJ2YY/KOjcYx6QALIGsMegbrF4Y21fdvcWuvWYVSPc+6/rcnlGiJKAtU8Shwnj4x6eXev8ffAYCVM/+HPl9Y6AqDNqFE6yfsno4PQci2bKKVRBMjsERW0o9xaR9m76VjZiVhkVpBZiLyvazl0guixQ5zEJK8I1Rj3FPcn2grO//+tcoX/km97/0X7j9hW+y+609vvHSAd+dl52+/z4VL80KNg4WfN9RzlNf2+Ho1QMufe93uLFzi+TJd3D17f+Q7fENLvVHHC40d6d5CE54399TksoYFqVmXkmEMPT7fRRgqsLefl0isNdtygIhJJQSVImvCmlkwkJDpXUr7ReUUEihSFRW6/mEed8+PSUF0jFy4zRC/1ykiP9z84eOfD+ghC9xL9Gtimh+jPnxVINB7jumCuuTOGjVeBUcSwj/95Y9LJbQRcrYW9s8A//EVLHzSCsKwbUT2jpHZtCDvjJrBejWSOfqKrfe/MJqhs46WksiPker3VW6fP7exALN/s+iDTa1m43/dkbQJJy/dXvPIyVpJTh0GpbVA4BBnc2tAIVie5QB4QsNofOzC0DoIdhKCmd7k93lfI3BbwwaAsHRxrwRXfYLPOqqX1JYlRcv9CwiwCAsLKNFZ5xyphFUxlBUdtFa6FrLIjhZfPUw/xt1fyL6ZkgTUxkmG2CSPoVIQiUWYyBLBBsk9JwoaColWSIYpZJBItnqKZL8CHX3FTi8R/HqC5T371LNc2SaMLoxQmaK0XePOCgq9gvNrNJhsZxJwUAJLmeK0SBh88lNBtt9AOY7+4jkRdKsT3J1wvbmTbYGW2z1+sxKzVFu78Gi1FTGhFLKYO9J6arK9NNB7XR1EiqoBXMAoL9/fjGfO2Fv/7lyG7VEiVCqOehCGIM0ldWpSGxlt8w0gSUPDCnR1Jqyz2YF40dXIdpbj6WOxc7ScdjNgS4bjKHGIWtMCue5QTjrxHCRMnZhp7HjKN0ngkFOZ8d+KQKS3PvXaNb76HCsDhWlGnODe2+F0UiZIBxYK4wVdo6DAm1mke9rDALl2qaZ1dpzcX8gU5JUGmQqSVVmhe+NxugsFDUALOigMkw6wKR9dG/MQntRfEOmBJcHKVt9uwxJXJrrRiYZJIKByZGz+6hXblHt3CJ/8e+Y3b5r/bYS9Lf7PD0puDbJeWqQMKsMs6pm0yoh2EgEG4nk0qU+g+0+QgnKyYzD73yX4WJBtpijrtzk6tWnuDzY4rHr28xKw1FumUZ5ZSLQxt4/YwzzUpOpHulgC+EKInhNOQAjZV0hMslApWihyEs7p8xL7dL7mvfWV+VMpQ22+PlahYCOiJ6XH2vN55v4lK8qhxg8jFK/ENJeTwf7qx7Lnv8TzetufSKMrgNQHaDQcW74oaQLi7PpSFz4/jePdTGDgq2xeT7NmFxbSJo1QBQeTVCqK73Kft5i9oTvd2j7sPo+LTF0QkPxvieat+LsBlnfI+H3DUKCMAihA8jTJVDfmI5bYLTp6s9SxzskGc7iSx7yM1xKKVuTAdXVhreltUxXW0KunT7WPtdFNbE3ll0AQqe0kwZ4mwZ6rJMIubbeGYrI6UZOOgKQlqpIOSq3iZyDkMqKQ0qbJxlvAISuELrwIgR1P4RNCwMoKrspKCtDEaqU1F307CDvRsM1ysRqBOm0Tj9IMqep0AsLYktxFwwSGCQKehYEUULQTwSpALk4RORT5OEhIp+hD+6j5xNEf0R6/XGuXroMuuKpqivSDkI5nYP471qHiUcoW+KeJMOUOdX9W8higeyN2O6P2UoHmI0xleoxL2twLF58a+ymKVcJSS+1mzFdYqq8BoGE0+QIE5MM5aKBxqZAC0MlaDCxcPpRGB0q3PjbrVwJaKPq8sIxaBc2fT5q6/8YjZ+aSSRxPAEnSi7D392HyxtZvzlwx/iFfjxW1sm/P69JQ5xxU3BhF7auHTdWu1hyNcujA4xtA7GtBXebURRScOMFtav+JWSCMTJs/hMhScKrIFw7lT0m7qQvpS4EuQsCeL+f61qvBrDMIxcwkMb6GyEFaTqw4IADhvy1+TL1OulZP1nWlb4yJeknHmCy4LcvSy8n+4h8hjm4h54ekh/uYeYT0BW97THX/tH3ce0fudMoadPSvAC2lAilar/vQDSjK8vecc7WH6cPdjDzCfLgPqI/ZLh9nUE64NJgC5MN0b0xhYF5aRrC3LkXeFYDVDIg6W8FlmzsX/09qGQaqoR5P13oGmzz99eFg5BA5cGddnl5IVFA6gWrZT1ubBq5rzZpmpswz2zwY08m9jvSp/PVqgpGCDxHNYBC0Bg7IcghVNggeJZGgynU8c6cNyh0VmHRi+nizW3eh57W2mv3lcUDzoNx1GGnWROd+T1qgSUnVaRaJX69xNAJB7SD4O6/Du08Kq9X6uY0mTTXpu1nsYKRHj6LwcEOpuIqO5Ue0ynaOc2+MXx2zH1eu18dz6993rW0sdZgGZ24331IdiEqfX52AQido52qdGSgZntdge4NQWNBZuKonT+nj/iJCETyZcNpRKXDYtVV/AoTgANtkNr2J7KQShaxi5Sw0ctUOnDILSqNEE6A1PbFOL0IgwWZDL5cOgwSYat5CRDlArE4slXC5oeIco6eHEBZoEtHyc/6qK0rcPMZTDZAD7fRvTFHpWBa2Iphk9yWpy+0CTpEvUTRTyTb/ZRRZhlHg0Qw0HPkdNdWJZsdYBYz9OEu7O+AlMgkQwxGpNmArDeyUe7eBibpUYgkCHZrt1mQwpDIHlL1SHobDniL0rTcM1VSkBj3TBOotKAU5thSlV7gM2wIqyg9QrpKcEIineC3kUl3NMHP/xGlt45eNTemYSyjlvWETDw7R1GKNr04miBOmnjOAxTy6Y+ntYt54cIe1GIwqJ26sFw9REe+vn7fwtei96YBBrWjq7Jme8S2lB4a0lfLOirrj5UJJCBUGoSqhajTig31O6VkzcJTomY6IhJkmqKTAUCdZqwNuoKqqAKQ7tPNMiXoCY0sZsjDXSvMf3gPPTmkOtzF5HNMPrf9z/rI4Rj52NuR423M5nWq8Q1y1eP+vGJa2AqRh4uKaVGF+58qyeWBTT/e6ik2MskGOXK2hzq6hz68T7V7FzOfUO28CkD56rft+UabyOGY5NI1kt6I3nAbkw7JVY/C6R/ljj0K9r4pmZKqrKPaF04M2iCEZdZq7BxQRTi78Owt/xzdQldUZdDn8xsq/wy97zcysWnAjRQI9wC7IsluLAld1l8xzeqkUggL9siOOSAeby1wJwaFHpVv9azYC7uw2nc21xRrCe+22mhYO1Ws8T492GBfuf5ZwdjoOvZMwNAJ92EdnaNl8Ew371UbDGrNT+E4zwTSAGUTFDJ1qmq7z11r58Yu6WE8l3M+bp1nuHKInSZ9rKvdUzB5TgvkPwqWkF+rnOW4C2vaBSB0TnYqZ9ymZUZAkDHUTI52lM7lfpl2W/FCMGo7FqoUuoQybzCOggM2zZQmLzrqNSh8Go5d9NpNQSojzRZjImBKBraKTzvwlU18GwIXFUYjFxPLBJrtI4oZ+nCPaj7BLFylmjSDJEX2+jDYpBpfxwy2uJdL9g8qvrU749bhnL+7fcSdwwUv359SFhVlbh1k2lNsDFPedmXEY5f6vOPqiMc2ejy11eP65uNkxQSpEmRySJXPMWVuzy0VYnpgNwfjbURvhKkKdDog7Y9RSS9sBiptKNwmSEnh/pVWLJrmQloYQ+pS9gy2KpgUohEp9puyxoiKJtUGS0yDkRpUEjR9QgQ4GhNhDEns8+oYi+G7reiLQSCkAmMnnvZINx2b0vC3U4BCD2pnFZe7mBcubB1bZ+weB+zGVVbaQJBulX1amfroF38xGCSiCmCNE3p2URmCADW7zzILa59ifZetUuXW6q13qaE7F+kPVcangfmfmyXSvSUufdmnRsnFBDE/RM72a3BmeoCeTaAsrA9OU0R/hNq6grj6JHq4zXR4jVePCm4fTfjavQnf3Zvx9duH7BzlTCd5wKazXsKNS32ujfv8/cc3eWzc4/uuDLnUv8Z2fxM12CJRimp/h6osMLMJppwgZhNMPkfPJihdIcfbSCHRWpMOU1DSpdWZML+BCeladn404V6JeP4UNVhYCdFgHTXusa8UJrBztX9OVdl8hlpDkllgRybEYCNgAzXa+/5krY2DH8OhcERUUt5AJygUTidcJc0IFF3l989zLjiz779w/m9o88w0/3P4vMXoaY/ZRkCU49fvK8vVh59N/e+aA+pUANBx34nX+w8CDPmmW8fG3Vw1t4ViOTEbq4OdGHxXB7hsGfTgU8QMCRAVpHG0yRoUOr5GVENkfI0VXtctO/G5n6dFwfyTQCEgsO+7UgDbbcKDjQnbwHLAN373Xku7EJU+P7sAhM7B1mYGuY15GwDyzqtdFUYYl/bjN+OB2aEaecmd9MSAyLvIYlXWKUdhMmxTMV26mRRkuFQB5fSGZK1nUFPYdag44suq55XV28mrZeFkmxIGqXLpAYsj1GwXsZhQ7dxCTw7Q08MguCqSFNHro8aXMNtPUG1c426RcPt+yRe+e58vv7zPF//2Lru3j7j3rb9hcuclqnzWeesH2zfZuPF2rn/PU1y+scH/5x/c4F1Pb/PUVo+nrryDZHKPBND7O5STQ0x+CGVuNyW7d5GjMWr7Omqwia4KRG9E1tskrzS5A4MqtzHw1+oFtzMlUUohqwJ0acskAqlKIJFBt6nSdTlgH63vRL7jdAD/vHWJSTIH7GV2fojBnTjS69pYZgnZvugo9aw+p4ted7Rzkj0qUMjrhpzWLkoPX9hZ7VSsUFgSYfcpVDEeJP1CywH9Qli9ls6NgE8b6goEADEjNE45Aue/hZsjREmi0uDjjTKBzXmc9pDVm6v11HyqmQ8GgK/+5/5V0E8kqpgiJzvI+SHVve+iD3ep9ndqVpBUyPEl5NYV1M1n0BtX2e9f5e605PN/u8Nn/u4u33hln5e/vsPh7e+w9+2vrLznwyuPc+V7/xHbNzb4ob93nR98aot3PXmJx8ePcePpK6jD28jhd6h271Dt3rFg0OEecjaBMsfMp9ZnlzlISdYbk0sVUuvKqga+Yt9vCyTY4EmmamatcAEUP/cb6nHgzTOphH9mMTMoDDaXruurWhrL8F0C6GW8MTPLPruDBWCiMWlcoQElmoGBRhMr0ji873/YoNDZNYQu7I1u7cd+Ehh0JlvV1qrxu0aKTdxu49B11lRt1l8HMHT88SeDDrAMAoVY9bGNtwKXMRgU0lmbLCvR2M/4cgqJC2A6P2dqWQO7H+rwNx3dOS5IIzvm7+PYYbF1VohuPIf1xl2QkzgF4NLpVx+QKXRiG66Px4FWXZjoQw8En9H3X6SMLdsFIPQAdhbU1bg8fR8V9guvJTDILcK1MUhEYGkYVCM1wTKK6mMDaOM+b4qPWgq4cfKURiZW30ZltSM2xuo5eNqtdnT1ojtdCZUF8cyi8psCHDBUO4jU7SiUi6KKxRxZzKw+0OTApgiUBUJaTQTRHyFHm6irj6OH2xTbT3F/VvHN3Rnf3J3yH79+lxdeOeTWt3c5ePlvOXz1m8fe99nuLeb7dwGYT2/yWVfa+HAxQiK4MrjMxiVQ6YBEKvTRnk1b05XVoFjYNDYplRURFQKVDlAyQQhbMabQdbRXSSv6mak6ki6hCdD526gSEq+5IZplnsNgcX8XHlRsVY9ppAUYDaae6IJwtZ83sMCO137wFn83bAbisSWsWHkAKgXdlWROiBxciM1d2JvRAqMiMEJoLtaIggC6Gwjw4KQ2jpnp04HiQEAE9HogQuuoaIBKHWhv/QYqwVSl64Lz/e7zwDIyGlkVSMBKQmvAuHQlv5iP0s2cLpxUGVWDKUQASPz98GlmiRRkUqCqBSKfIsocXJUukgw53rb3IOsjB6Pg+3Pn+79xZ8o3d6f8n1+7w1f/9h73bx+x83efD359lU13vosuC+b778Bow8v3p+Sl5nuvjPiHNza4vPk2Nnpjkss7qPuvoqcH6Mmh7UuS2ustc6sRVCxAZWTpiEoLcm1Fu6sKVzENkPZeSBv9QWDnPFkViGLWTN3z91NlTg/IpZAjEVW92TMyQSiNCYty3QDyvQaQkQlGqqBTZEE9+3cloyISHRF641LM2muSyvhxGfn+KI0s3iggXj+l6C/szWnHbUgfJMXnpPX8UqrYac91zGb9xCIe0AJ9WsG8DmCoswvHbOS9xQDKqis0dINCQbvM98nPG20wKN6X+O96lgwEPbzAFAoBEU8T0kHQXrqKyCuvecXnonWtMTjUuE1RP08CeVb+fdXnsXxD+P0B9NXWACK7wK+zrslfDyyhs0pFnOWYN7tdAEJntHVeWP+VNpWzvfH2Cy8fkW1bcFrRYs22Y5Yiy0IIpHGIuyt3a+niGmPqDYCJF5GtiKJlsrg0s2JelxP2GwOnPWG1aprHatevEEkQdY5nKuuFMaEaS4IcbSKUQm5etmLQSQa9EaY3ohxdocw2uDct2V9U3J8VLErN1iBje7tP8eQWG5d+mMPHv5f88D6Lw/tU+Qxf9lhlfVRvQH/zGr3xJuPtAaPNPtc3e1TaVpPZmdlNiRxeZjDYQvY3UfkRyewAUxaYwlYNE70BIu3Vk3BVkGQpqbSbM79Bq5+PFYzW/vYYC+KIYl4DQ2Gw1CKsJu27DUAa7q9WqaXOmtRW8XGsoMbEGj1Tv2nUQRS8zT6Kfm6PW/d5PLZs9WrT2BxgCGXe/Rj3k1l7omhPsg8DFDqzsOi59uLC3irWZgfFQBDUG2/7S1OfJfbjsQXwOE63QaKlqo81UDnAPW7D66gYXBlzhfUFOgFV+4lYd873zS/YbTS3ZpSKKgftGUYapKsaKRPISkgNWdJHG00SrUXtPOCBIMuSHCSCfiIReWEBjSQDM0JdTVFG13NKb4ROB+SjK0xKw72DnJ1pwYv7c+4cLgAYbvYASNL/isXkiPn+XarFjHI+cZckEVKRjrbIhlsMLl1mOO6xcanPIFPsTwtu9RYMU8V03OPKYJvNa1foXXoCsTgiXRxCWQTQ3RZGcNXTdEmKhlSigUQaEmmokroiWerAr1TaypSyXDitvAmiyt19rQG2cE9DVbKsJfasQjAJYyww5M09Sw8G+TS2GBSy48NEzFPLWg3j1P8rhAN9bCzer02MMWiaQSoRjx0f6T+m6tjDDASc1fdfeP83j3WVl39QdtCpRKlPOf7WAoG6/t4Chhp6SGsCQ+HrpwSCwnndvyEwGN+nmB3kBaTbIJFZ1iNrnNOBP8Jo+6OIZC2MOPH6uubWtsV7LQ8OHedDTgXarTtmoudVi/TLznV0O+B0Fr+6isF5WnsYlSIv7LW3C0DoDHZsvnHsZFa8pHWOvj/GHhQLI3p6fnxMDCBps9ppax+pc0wTXz2kK7qsDbYhU+sXCL8pKHO7iK1yG831JmVNc2yZEgIjIQv3w6YL+DLqicAuhFWCZlCDG5vWyeu0j1EZVdInrzSTwpBPCmauQs3VYcZWP+HtlwauSou/l8c787YzTZUklXaDooRgXmnuzSy1fzS8QTa+SWZKRLmwoJjRGJfKhlRWfwMLnvVUElDqylXfAUJEtgHyhVzhiEobOlnajQBYoW8hQbmUspBOJpEys+Mj6S9pFDWecwvQwT3qytix6Rf9cTpIfL+Um2y0WUbTPdDYNaHUrIgVEZfQz/PdIFyISl/Yo7KVEer24vgE877f+4har61edMUVBIM2jzaNaoT2MOHYg8bSEV16J74MPHUwIjYprDqMqHJb2r6yfk+Uc0SUamxPJK3/TjKoUhBzlFT0kxQpNIUWDBITKmX51CclIEEjyjk4MMioBAZYIEhl6LRPXhmmhSavDJP9glmh2V/YIMAwlbz98pAntgbw92+6++U0BIRw82fzudjy7FA6to1PYVYCEiVZVJpXDxdMi4phqhimPfpJn8HgOj0lSE0JHdXDRLkgk4qkZyuoFVUNvPvnGiqoCew9LHMXXMkbYBNCQlUhlEIzDECLUWlIxdbGBC1/76tj4DFmnnkwKAQCXJ8r45+J3VN5H66kaIBCygU4BCb4/y6L/Xcc5fagkB9vq445TzurqPRbxfU/99xz/Pt//+/52te+xmAw4Ed+5Ef43d/9Xd75zncee9y/+3f/jo985CN8+9vf5tlnn+V3f/d3+amf+qnwd2MMv/Ebv8Gf/dmfsbe3x4/+6I/yx3/8xzz77LMP9XraG9IuMOg8zrFkZ2jbgzad4FSDJXPCexHoHM30oiW2UMd37N/r+3UaICgOJMbW9rVLqWCtn2OG1TpMm0YqlW8Dxx5y4EmbJSRWXIO95to3t6/L+8J2lcRTaz2t/PyYZytEuM4YFFplDX22NUChk4CbpTbWSBtb6v4JQ/f1GAy4SBlbtgtA6BytEwxqIMB2EvPCi97BxsygeGMet+cdnhT1orZx7o7+hNKxreh05cvfmubxUjUjeyJ23FKGiGbMLorFi6VblPkNANTaQ6krLWw3F8ZSQGVisSghQaVolZK7tLPFrGzoURjHRrk8SFGyLlXcV65iTSItJb9cNCcjH3VOepQGWx2mMsxLHdr2aReL0mphlNq4tiWJHNIfbSBN1dBgqm+yjYxLZfObKwNa1pFVCwrVkXjj2FVWt0M27msYLy06rTbNiG89TrxwaUvXxz37eGaMGT/djCDRGG8qGi++2tCqhUGj76HRZpRjlZ3nRCEuRKUv7BFbm34dj+XOhXpk7QhlM9q6/H1tov9O6Jd2G/q4nXZAIYBQ0nZeRfoNnRb8V0ujxmikqciUQkmDNjXIHDTn9DKwZJI+SEUhEvLKMJtVLCrNrLD+eVpUFFpTVHYBvD1ISaVkq58wSCSZEgxTST8RZDFwE26w9fuVTJmVmnlZg02Hecmi1MxdYYD9eRmBQopBaVz7ikwl9NKBY/a4OcCxM6UxZEKQJlnQgoufaSJoajphx4OIUvWOu9d1gYZlhmfM7pREqcHUm5yutYIdG+AFvuPnaPttx4CIgaFVY6Ld7Wij1sUUtdf/ENihF6LSx9r/9X/9X3zgAx/gn/yTf0JZlvz6r/86/81/89/w1a9+ldFo1HnMX/3VX/HzP//zPPfcc/z0T/80H//4x3n/+9/Pl770JX7gB34AgN/7vd/jj/7oj/iLv/gLnnnmGT7ykY/w3ve+l69+9av0+/2Hek0nATYPwg46rkJZ/aFYERHrSKNvp0eFn08AslYBAx0b83W/02acwPJ00848CN0Jn0VzlY71gpoyFd33TXb7k6ivnXNmAxyqq47FoJC/rnhvZa85utbWs/VlUupjjg8unxoUPBGs9Nfq/S8NH9plcYA7BnSA5X1ARzdOtDX0iGJQdtWr8CgsFDc6w3EX1rQLQOiUdnKecRMIWkK6ndWgkK9EEh9bLTE+hKOFa2NC9LGt79JmelgWkFsYuhQDHzlspBpI65KkcDiPTBCiqKvQeBDD9QWpLK3dLbi9UKoSgp7y1ydt1NkvhssqukkSnQ7QQgVgZjrT5FXOJNcsqios1FMp6SeSzb5ikCiuDhKSxQHJ/Rep7r7M4hv/hckrd3n1b77D5PaEg5cPyScF5axEKEG2kdLb7LH1ti02Htvi8ve/nUtPPE72vT+Ivvp29PgKu6WypesXFfuL5XPbTYFgmKZkSjBIfdQ3d6l1MxQwiHUchGzog0ghMMJVAsuGVr+jTDFRefrA7PHMLmEfSKXtc8udRlFzY2CrlnnQLTx/U58XF+kVrQi2fWbLtN947Hn9ibYA+pJOStd45/hJrR7f5+OYz5w28FbZFVzYA9uSgH87CNCKhMZ6L8IYDMtjtH6HKsvQiecKmXS+H2EmEbXvV9HP0ASAulhF/typgURiS8+DZSeGE1mx+vrEFmAPc4CQThvCoMwChQNAdNkQErXHulTWbIhJesyMYl4aDhcls1KzOys4zJul4/uJZLufcmmQcHWQcKmvSO9/B/PC31C++gK7X/k79l65y/1v7DC9N2W+O6fKNSqTJIOEzSc3GV0fcvnvPc3m0ze4/s4fRl5/mvLq9zChz91ZycG84vYk5ygvuXW4QEpBT1m/f3mQMsoUm5lkkKaMssylfh1ZkMtfm5AuPc7q8hGnU/vnmWS2BoNKMUnVBIq833cpY5YdpIJYd1ygwT4344SUPbPXgTy4jY2wEQAhRadOoWn9a8dvMxAhPEAom7qFK31sK8odg0JLXz1nUOgiXfh4++QnP9n4/c///M+5fv06X/ziF/mn//Sfdh7zh3/4h/zkT/4kv/IrvwLA7/zO7/CpT32Kj33sY/zJn/wJxhj+4A/+gA9/+MP8zM/8DAB/+Zd/yY0bN3j++ef5uZ/7uYd7UQ9gXYDDmcbjGmBQfdJTAEFnsKX0sfjULcbeSaygrr1yO1i9dL/8OrC9d3F+wbNwbAMtwMH3O5azcOvfpe+EC9FLoJAx9d7KUAdChRBLQFDdlN1TrZLseCCx5nXGVAC6WoiK0XSl4MYWM5oCgewMfnAdptFJ9lotoy8YQudnF4DQOVpXBSf7ee2oRfTmKv/yGV1vBGJAyR/jysNLmVgWhN+YC49sN+njHgDwgWa/mCxajBhv0lgkKaShObq6FSTNwPW/oTvkNioeJJCuO6kXofbaE1Vr0etSwkoks0JzmFfMCsP9WcFRXnKYV4HenyjJ5UHKuKfYSBXbfUW2803Mq99k/wt/xc7/8y2+/X++wLe+e8iX9ubHP5z/33fZSCT/9OpXuPb3rvD0j/8/XHn3/5vs7d/P9s2/R9rruwhyxf68ZFHZyHTqosQbmeLqMGOQSKqepK8EAyERpgg6S968WLf0mkDKbgRKA4gEmaaIbBgi50uVF9zmwITNYB2htaWd7W8+BcBEkV6LepuQBmLHB+FZEQnwNSb3huCfqRf3VCBE2BxIcTLA02BG+EmN4yeq8wCFzpwy9sBnvrC3ujXAoNbisVF5pAtA0hFoEnyAX6HV7499j/2i1b+7TTZOOGcE3npWUWWa/kP64yM/oWRqM8xUhsmGnamoPgU5mPdjLrVYlAvr+8sWIygbhABCJVMm84ppodmZFezPS3bnNjWsqDSpkmz2ErZ6CY+NMy73FePpbeR3v8P0C5/h5f/zS9z+8l2+9Lc7/N1Rzkr72g4A7xh9nb+/3eeZf/ZFrv7g93Dp3T/K1pPvZHDjnewk1nffm+ZMC810UXIEHCWKRaXZyBRs9KgMJFLRc9XYRFUg8mnw33GwxCR9m6rn9OCM14PLLBvDgkHLALwH27RK61S0KE2wHkcCq1otAtsnjUWjgSSRjdTw9jq/oR/X9v1uDAqiaxMScVJUNQQCTo5yn6edNWXsrer89/f3Abh8+fLK73zuc5/jl3/5lxufvfe97+X5558H4IUXXuDWrVu85z3vCX/f2triXe96F5/73Oc6AaHFYsFisQi/HxwcPMhlPHxrAwEnsPpObOchAEGhufb5T2IQ0Q0GNZqIfl7aZ8QsoC5wx2grL4ErimAEpqNC4dJxDggK19NmpLYPa6WPQZ1RcVpQCHwgxeqkxWljMbh1Kl2pFedsr5MDKOSBrtY1e6BrlZ2WoXOiJtGq61yHnfYI7UJU+vzsAhA6BzupzGX7xV4CjqKFWJtaGsrD4/NwbeTO7vvd+XSHQ3aLU9GxCMSJRcaR5Zh2pxGIpFd3wy0qA7uoAuNYND4lLFNuMFWF1Z4oFgEUsid2keXEVtLyqVk+fWtaWGZO6ZhMPcfM2e6nbGSKrZ4kmdyDuy9RvvJN9r75Cve/cY9Xbx/x7Wmx1nM6KjXfOMpRX99l68nvsvHkC4isjxpdZmPrcWaZwpiUaaFhUaJ1RVEZ5kIjheAoLxEioVdZsdR+miBY1OkQLl1BhGst3fVKkHaBbxf2cRQ2RYkUpcQSW8eDOP4Zab8J0N6B22fYngQCGBSNL1/W0whpt5dCEpYDesU4jCcsYQIwGacJHmdtdtzDFqKTHeyLdexiXriwdezYyjZdYFC8qI2OX/q+Mc2Kgfg3s2YXBV0XuQLI1RV4EqZbUAuVgja1XozwzKL6OuJNdKUNWkAlHMsFlsSJjctX8yxVJQW9JIGSplh+GaVvefaL+xmpbLl2bRrVyFIpkKlis5cwTBU3NjI2e4qbo5Rkcg/x3b8l/87fcO+/fJNb//k2L790cDwYFNk3JzlKwPDLdwDobY/pL+akSca1zcdgwzKBeom0oFBRuftjb1BlTOhzliq8jp7wz64q7F1NetQp0QrtgisFsqEzpElqQE4us7uI9PGEECjsRBCzQz2rV7kUbRmqwlWNp6xc4QijVAMo9NfXXQ5e1+sPbYNSRiZLAE9IS49HVcwWZTUodJ5zwdkZQm8976+15kMf+hA/+qM/GlK/uuzWrVvcuHGj8dmNGze4detW+Lv/bNV32vbcc8/xW7/1WyvP+UDMsXMGWFbaaTfDJ4BBJ+0XztSHjnmnix208nD3b/xONVhBbSZsV5u+MpgEQy2NsCqVr3HdMQjU/jccYMGTBivRuO+JZvWxdUAhYH2W0IOwhmjeg1VZJLWekFpuoNHnZU2htrUvOR4Dx7I+T7jO06zpH5aOkDir779gCC3ZBSD0gHbSADernBmRU+gCg/yxEXVyuezlMpDU2LzjFoOwRB+XwqcX1Yv7+KXylUpK7RbCbjEbs4vqCjJOzNS4KlpV2axOA82qKP76hdUb6idWF2KYquCovJbDuCfZSCVZMUHmroJMf8T46esIJVGp4qlXj9h9+YD7ecXdRcXcpVcB9KVgI5Hc7Cdsj1Iufc8lxo9tcOn7niS9dAmhFKJYIGf7XBpdI1GCRPVYlBn787LerCjBRpbYTQv1pNHW3LDi0+66pcLo2qF6lpZPAfB3UjlQJ1MWaEqlW+THf5c2LUAbEW3QPEOsZgj49MNQlj5EctwmoUXFbUzCQoKpCPTe1sLeA5M++utTyYCaBRQdF45tTHIPDxQ6ay7xxbxwYWe1Tv8fv1snMepiRob/KPL7MbPU+2ubWlbWzJw2EOUAaYkFp5E2XTS8t76b/utR94wx5Jrg+yvn/2PfL7GFAjIpSJSARNJLekF42eisjnB6P5hklh2U9tEqxZQ6iC5f6qdsZAnaZChpNeEyKdjsKUaJQB28ipzuUh3tYaqK/pVNbvzD6wyvDrn2rT2OjnJemZUclZq5tgEFJSAVgsuZYiuVXL88YHhlwJVnL7PxxFVkmmDyOeLwHgq4tvkYW/0em5lkXhkWpQnXq4TtU+puVKUNMumD1pishEpBldXXqhy7U9kUMM+GLTQsKm0rT9K8l1Z3L/L90bys3DCJCwPYftnv2DnJRCnMy9UnhXBVLEVdbCKMy7CJ8oGnOhoe+/42wBOGvhB20+JP1zHMV/n985oL1IWG0Nr2gQ98gK985Sv8x//4Hx/5uX/t136twTo6ODjgqaeeeqR9WFrzrHnMg1Ysqxs7HhjptEDNWe7vccyg06aKtYGgJiOIZSAobjzqT3itGmyh1eft6rtv69jveFAo6nvMFmrrCh0HCrVTx45lCXX0tdOMposl1B5PTakF54dbWSXHbTXboBCczbd1po6dIyj0Rrbf/M3fXAKz3/nOd/K1r33tNerR+dsFIPQAtjKy5qwNBnWJftUHdgitdWzel1D5VmS6XvTXzkS50HAXW8gDCf67dRoY9WZA07kpQBqU8Q5INB2k3wyFkyXEItQC4UrRC0hAiKThyDInFr2RSgaphKlj3wxGqO3rjL6nYHBtm9HNy+QHUxZ7h1TznGKyoCoqtBNcUKlEZYp01CcZDRhc2SQbj+hdv0py/Unk5mV7Ql2RmpJRavsxl5pMpVSRH0yU7a9nRYXnFolEm+jzLjMmqhTkUzpEHfE1ngGgjQOBrGOO075iked2VRsf8RXt8eHPH8ZGMxpR02HDkmBtIVF7fE0zbYNC9gvNCe5hTCAXUeILe00sfsdWgEEnLdL8+7dSPyE+VwwG6bJm+IXzuo28rqx/d0whqZoVo+JCBrE/8WllvopjLOyvsSLz2h0nhKuAKCXCpRfXmkHunvj0V5cu7O9F4jjbIrG98OzIvisS0KdEzCeIYmrBjiRFjrfZfPucdNTn0sGU6z90RDVf8A8mc6q8wmiDruy1CilQmSLpZySjAemoT9/5/+TyNUR/ZO9jsUDO9uj1NrjUH1mBawcIxRUjvVabgTodzDjmjGyyoYxKbdqdTFyadh1cidO2JaA80BP8d50CVc8zbhy5X/2mRfg/6ShK79cDgYlqUzeCJhA02D7ed4eNnLQD9qS5LAxJH5V+DVMMzl52/q1l/+P/+D/yv/1v/xuf/exnefLJJ4/97s2bN7l9+3bjs9u3b3Pz5s3wd//ZY4891vjOD//wD3e22ev16PV6nX97IOsYd10gzlrsm1WnWPPYTgHpE7IIuhvy+4duMOgksGTdNVb8rW4gqCM1bBU60RVoDH9boz8xgLTK2ucOvzf3QD6bwkRsoSAczfFMoaVTOiZknbVximcYg0IPyCw6Lm2szfR5UDLOsYyeM/r0h8ESepSi0v/gH/wD/vf//X8PvyfJmwtCed1dzRulPOayoFq0IA9fakXSoohaWIDFm3BPDVyxqRBukbZUvnGFgxG6xGsPWaHJ1jG6xS6SiUXIXbqYASqNS++ym4E6KugvJaqi5drAi5CatL4PXmgz6WGEJHX0+EypRvpa4qvS+Ioxixwxd/T1pIe58jbM9Xcg/14fqVIGIiHVBlnaxbZyC24f11TCl/+VpNKmomVKIIs5lHN0VQYmjZzs0BeSXpJBmmAGVu+iNHSWFAYsyJX27fWVaeNZeOHtAITYR48UdTUaY6B0oF3h+lwJUMptkHRd3Uz69BE/xqTCLOVXG9pVbfxY8X0w8Vjzz0cIDFGlslVjS8jGuGywoHHpbmuASQ8DFPKpdae1i33Ea29vFL8fW9fCxvt/44R4datmdx1x9I2I8C4a1NL71ThfYH+YpnAzLC/QQjqaQFaF3eMLiSB6p0PZQQs+aQeAV8anNuFSXO1nwTVArU9nDJUR5JWml/aRTjOtAVC5QIBWaUg/FkIwSgUidewOl2pMlSNmM1vRq1jUfkgmqMfegXpSodIhaX+MSXrkMmNeGqs9FM1TUDN7MiUYJJKeBLk4RBRzRD6xekcu1Vcd3cNM7jNIUvoqY5wOLKupP7BzgPNp/pYVIkFmKTId1Cl7nlHjrtmojMLUbFsd+fwQsRcGtKASIJwmkE8DSwUB/KsHQRQg8kGfKGrRjjrHwwFym84sJEKXljEUnqUdh6Fa5TFri3aBAT8opBAIqWxUo4sR/DDZoeJsGkJvFddvjOFf/+t/zX/4D/+Bz3zmMzzzzDMnHvPud7+bT3/603zoQx8Kn33qU5/i3e9+NwDPPPMMN2/e5NOf/nQAgA4ODvjrv/5rfumXfunsfT3HTeODAEAPcs7jSswfByQsZRR0gEEnsmZogkFd7CBYHvtdGkEr08Lia2jseZr9XRUUP+nxNvoRnc/2ZwUoFb5bBXmDNluooSu0BijkWUKBNUPt204aW40g0RogUINN75hPIjpPB9Gou79r+NjjgKUA8Dc69/plCcUZG6c97rSWJEkAwt+M9roDhN4I5TFXpglEDiBsltsLJ6JNgSsJ33kc9jjjVt+CaMGlCZG8TpG2VoQ5AARBb8L+HjYTuEnMgTZCJighqbBpSsbYKjTGC5lSR0wT6WjuwkENUmFE34pqQuhHLZDs7oExKFNaAdIqR+RuE5DPgiYDAEkPo1L0YAvd3+RI9NlfVHzr9pwX94/40nf2+PrtQ+68csDR3pzJvVvk032qxQwhFdloi3S4xdaNq2xc6vM9T2/x7I0xP/j4Jt9/dYNLfcWVIcj5PnK6a7WPipnrpAKZkKY9TNJHpwNbgSfpYUSCEcpFgtNOXRB//bZKnE07s9cEiRZuo2CC/oIvUe//9VXaYoFufweNkKASGwHxoJNsgjx24pQhvas5PlxZ42jj2sT6JFKqOm+8tQCIn+WqjcHScS0770nkotLMG9feCH4/tvZCNV74+lLhQAMYbYwz0XovI98f+31/nF2sL6cGGJVYJohKwnsdg0pAABSkXrh5oIzYIwS9Bpn0bQUs5VgkygPYNj3VX7KSPl3Ypjt5Kn5eGaDWHwqprdqB6WXlUpws8J9qK0At5ofIYoqYHWDyOXo2wWgNSYro9TGjbUx/TLn1OAcFvHRQ8H+/fMC37u7w//3mDvs7U+6/esh8f4f5/l10mSOTjHSwweDKE2xcGnD9yU3ecXPMf/U9l3n7pQHv2L7Mpb5iMNtBzXbhcAczm2BKO++IrI/s9WGwickGyMEWJulTpcOQ9muMdh5WIoRyQA51gMRfN5BKkELagIW0IJpfePtAiAewEg8GFbMGCyyYf9atapQIEYpBNDcXrRQHoxsBgbhcPcaPN9Xtw9sbz+jnyhjLbpLNjVNjyL7u2KFvDfvABz7Axz/+cf7X//V/ZTweB42fra0tBoMBAL/wC7/AE088wXPPPQfABz/4QX78x3+c3//93+d973sfn/jEJ/jCF77An/7pnwJ2nH/oQx/iox/9KM8++2zwr48//jjvf//7H93FnVcq12ms7YvPoQ8ngUHriEa3361VYFBsXRVjl9hAHWDWcn9EZ8AwzGe4daZnxnd0KbBWRbNqsvBrW7ffscFu0ehbqyXAXYfrjxBWFN/3yYNC9hKbnYkZmP4WNEAhOPGZLwGDLZbQscBhK7hzGnH+8wCF6mtYP3VsXTtvlpAN+p+BIeSOaQvbH8di/PrXv87jjz9Ov9/n3e9+N8899xxPP/306Tv9OrXXHSD0hi6PGaHgwRHGf259PbzgQkWO01cEqZ2m1/kx+AVXHYWzDkVFbUaTinficVTZaESZB4DIf1cIHTYoQpeopIcvNpxKQc9dSJxmFhg9HvkCV1FLNEWoNTbU7NINUiXIHBgkZvvIxRFMdjGzCeXhHpSOfp9kqK0ryM3LlnqfDrm9n/ON+1M+/bd3+b+/fZ8XvvwKe9/+CrPdbhFDb7e/Yv/91tt/gP/09u/laz90k5/6h4/x7JUh2eUBm+kQUd2F2QHl7h3MYo4pC0SSIkebiP4QtXkVkw3Qgy1Ih2ihyCurDeGfsBQKJRTCpxi4SVboilRIklSSuY1SuD/RIPFCrakUCF3UE56vROSfqZCgS8vqSqhBmvZmcEVUKkzabtzFDKhwNYJoUlZLUYM4Shwf2ci9PgGHP88NwqPSEHor5BI/ansj+f3jdIM0IoCrXelZ3kzMDOrw/bF4sHBgu5DCAvae3dHeqDvx4KXFpGeZNPx/tJCOwGShS7KkR5KmpGq53Dl0CCBTpxj71KhYe8gvpn2KsEqlXeQ7MEhNdtBHe1QH9zGLmQVlpEKOL6F6fUx/TDW+znenmm/vzfk/vn6PT/+n73LnxT2++5/+D6p8tvphfev/BuDrScbffM8P8eUf+j7e+fZtfuoHbvL9V0c8c+kKPSlJFhP05AB9uNsEhcaXkONty7DKSkzSA2QoiFDoerMj3PWFIIn7OZMglGiMiVhDLr6nqRRIUyG8KHdVBoZoeFZ+M5HgqpLZCmZGWUauMBasWqoaGQajqtcqhqV0QTvm4rlehXZXWTxeK+2qXLYBKWcPAxQ6u4bQ6Y55o/r+P/7jPwbgJ37iJxqf/y//y//Cf//f//cAvPjii0hZ+44f+ZEf4eMf/zgf/vCH+fVf/3WeffZZnn/++YYQ9a/+6q8ymUz4xV/8Rfb29vixH/sxPvnJTz4Q2A6n2DQ+6Ab1pNSXdRlGXZvlEwCVY893AtOmbauAIFgNBi0BQauKi8TXEne10S8RApN+/a+1aRYkMAaNn+98P13Qw/XFv8JKxEVvTEMSQfo5bsmvRL+bKP06YgxZEL07hazzvlIDLDEoZK//hLERgz6+v+vQfMLxliUUP3MhaIhl+z6e1ZuuAo5iltBKUKj17tQ6Syf35vUQCPbHtDXMfuM3foPf/M3fXPr+u971Lv78z/+cd77znbz66qv81m/9Fv/1f/1f85WvfIXxeHymvr/e7HUHCLXt9VYe82QR6Q46ddf34hcuAo/aGwLcZ5L6AGMIm+02+6PxogkVdF0wrbLGXf3ziwFjrPaQFGQsR7mVT+syGsqY3STRQln9icpEVbVqp///Z+/No23Zrrr+z1qrqnZ7untuf1+bl7zkpU8IJk/9EfgRTAT1x4hGDGCCIIpNFCODRk0UlIFDh4iK6IigoINIVBDHEIg4IkESA5iAQUj/+ub2zWl3U1Vr/f5YTa2qXft099z77n3vzjHOOOfsXc2qqlVzzfmd3zlnpgRSuzCk8UWoc/RkjB5vYcY2Siukq2fgQSuVuMisZnNScGVrwmhjymTt4q5gUCyTtUuMNs5waX3CtXHOdq4ptAHXOQZdYvIcM7WAEMXURYFB9kaQpCFa64EUnxLgU9+UtBFhsIZ+IgjMLAuu2HuVJCqkUITnLKoi07XnZW+gHUmb4REbDjGDR9QjK9Wx7Da64ZjUnFgM2qUwxNTZWNqiDGERbRTkez7J8z2X+LmW50rvwz5bIzd17z6nelP3x8yiuSaOZ/9FKcaegRmvPRVTT2MLKkiIUsxmWCT+R5dIIJVJaF0O9QhyfKFGKgsGYXWgB4OmDiwJnVtcoXy3fFl96NmgRY7JpxUYIyUiSRFZlzLtkcuMrXzK1VHO2bUx2+sTRlcv7AwGRaKLKduXn2Hz2j2cvTbi8vaUq6OMU8OULO1jki4i6zpgLLfrQJGHNUDogrgxQuk6pBUuRdkDKF58U4BaGnQcXXf6wj+zoK5dWmAI3uwUQW4wPeO29CBRShG6oJnYLnD7RPM1tjm0wU5MF/SpRceDA1c5JvOmfK198fNIbkfdv5d6KR/96EdnPnvHO97BO97xjrn7CCH4gR/4AX7gB37geoZ3MDksZtC84xxw3h6k+HS91MTewKDWIu2Nx9zmh8yrE9RMfbUHbE8bnUkTi+zOUptasNMGh5uAUHNc0ZolQAuBFCZ011XCLyJWGUnh/APn17QBV8L9H3dq9mU0kKq1Nf08aYJCsAfQsskEisGUOSyhto5jbd0aY7u7zU5oYwnF/16XSb4DKLQfObxAsP05yH4ATz31FIuLi+HzeeygP/yH/3D4+9WvfjVvfOMbuffee/kP/+E/8G3f9m37H8AtKLf0SnYrt8dsk6ZB3gRSmooY5oNBzX1nzmUIef/x+eKaFQFRl4nFX0xS6xBVr/MgQ/FPhLBGKSD9i79TEVMprUGtUkrXXndUmFBE0ysfJQ1go8PGpTvNiFSIBOsMdHqI3sCmaKksRB47ieTIoMPCkR7Ld92HkIrLX/qt3R4P6WCJ5fteycqJRU4sdxmkitS18rWFQDNkd4DsDdChMKqqp2J56r4Q4frqkWJDIqGQItQrSoS7f8XYRnwbtNvEtab3975O7a9SA4yWrfc+FG112xVtLAP7Vy1PfN6i4D/2QOQ8UMgHO/zi1DzcXkGhwwKMZMMp26scZFl6vucSP5fyXOp92Fn3z5urTVZo891rRmO9MeS3L/Ws3p85h8HqIlMZhj4CW5ZVVywvSlhQP1GpqxNs2YSmwKaa1lKVK51jmSmVQR3Si5tsE6mszkm7yKSDUYl1AjC12kN27FXdtdr7JqRNue10kYNFTG9gQaysi1w6iu4uoPsrbOearWlJrg1ZIukNMwZHTzK6ejdbF5/a4a5ZGRy7m4XTL2aw2GHYTSiNYVxotnNNt9dBDo4ghSBRyqasTcfWaegOEFkXHRnncfUB7a4XU12j13tKQIpGTCeI6XZVDDyOXntWV5zy5++7sCmB9n5FLGCVVM9MKoxUgZUVM06VMC6NLbEMLTlfD4socu3BSOvAWYtBxXo/QghnIu2G2loxT/cffrrwwXT/QeSO7r85smtR291knqN6HUBS25zd0X6Jvtu13XoNZJkPBs17b64bDPK6Pg4O7AoGVeNsgkHxb020VnmXIlrtfDcwIXwDFVcPUgqE10ghsmAsS8gzbtihkQk0Gu04LpCmBgrZe9N6W2v3sw0Uqt2avdiy+2EJHdLuzSnT/P+6TPAWptDt1HVscXGxBgjtVZaXl3nwwQf50pe+dANG9dzILQ0I3S7tMXcqlOZfC++Ih/aNYQMxQwFsKqbQBYw6xW8nIElglaqnsQvvFEgFxqYbeGCoVqjSG74+zczXr8knLpo7rQESQmWWqi4Te2xB6KDlf7wCFUa4CDJopK1XkfZsxxohSRaWbURWl4gkhaSD7gwwaQ+kBW+Wu4qHjg1Z6aV8xYtXOftlZ7iy+TIurH8Fa6MpG+OCaaGZFtoynBJJlkiW+xlLvZRTy11WeiknF7rctdhhmCm6ie20orsL+FoaqhjPjiXrYdK+KyKdoQtTOYGmWuBKI5AmLsQqCKkarli20EV1vz2Yk3RAWWDK0/qNtKkAMZU3jlSH2hHu/vtFOAaESmbTDv18DAsxxhlgO0cTm06BnWf19p5N8Yy2eL+Z4x4CKHTQXGIhBEVR3MklvkXkudT7MF/37xUMgjoQVGPWeF/aRft8gXlfM6yZKtY8jj+fN67zsupYGLNxfJTVv49JrP9lUjP0m7UgaqnFDsgWuoAir4PZKrWFl51uSjsLaCUoIzaKMZUD4lu3h/VNZehUQx/oLiCXnE504HzhdP9YC3JtWOwk3Lfco/Oy47z27mWubk+5sP4S1kY5m+Oc7WnJtNCU2oT00YVuQi9LODLIWO6nnFjsstRNODXssNKzKVbjwpAOj6E7Q2RvCVHmyGIc7o2WCcYXmRYSib0We2Oh1AKNBUB8DaBECjIlbYe06TZyulUrlG1vitXtRiW25p5UoRFBqAsHmKTdKTMqrYFBua4X/y7cfVfapetBxfB1LGCEsGCPLf7WWt/DP67ZAq+01uUA9sQSPew6EgeqISS4o/tvN7keMOh6Truf+bVH0Km1Dk/zu13AoLbX6LqYQTW2aOM6ZDyWaHxCOrY7M2CQX590Y52q34fKnoQ6CKSktVvtOut+O59lLhurwcRpBYWMrPlf1Ta7SwwK1a+jXde11guawxKaPRG7soSuV3ab2ruyoZ5DUEiK+alvu+13PbK5uckjjzzCn/7Tf/r6DnQLyS0LCN0u7TF3mvQqUsC1HN2wr6xVwIf6SzTjUNi9qvN6+ywCg2KHwjM8SmONNyPTmTQ1f8Swnxu3lNjaBbpw3VimLnJchpdfCNtyt7kiSQdC+Wsguo5E2YLJpTGgOtBfAb2IGBS1Y3i2TGwYp8DxruBEZnhxT9go9lQjSo2YFgitMZOxpfuXjkqqFCQZIlMYJTGZwSiDSQ0msRdsHC9e91bQ3aVqUWzS/H1EVmUUIQrrW9FXkQ8pbHR4HjhhgTW3AAtpLXYfEQZw3V9s1x8H+iHDWtx0EMPzdNu2scyaaYd+Tvnr8/UetBDQSAWoPcPIKYi7KAS2V8R88L9rrTB3W1iuQ66n9fBHP/pR3ve+99U+eyHnEj9X8lzrfdhfa+SZCKH7XdPbcW0Gv59r++0dcvDOeXUcKaJ+faZ01A1bo8FGWitj21PywZq70h3E6/ZCG5R0NWbcqu9fQ/+uBgZJ6bpvYWvNeX1VK/bvAGuhC0yZ27/VhE7SgUSSSkNXmZBu62tA+PpoADrtIZIOZW8pMGY0IrS7Lw2Y0qAxpBJODBJODxNec6KPzMeIYowcgygMYppj8gIzqVLIRJohMolJJKbTwSQddGeISTrkjslauNSva1ODpIPqHbdpvg5QilO9/BgVgl4qyZQFYWIAXcmqq6XSEfgf6fyZewigtO0y58Awk3RsPapaoKju0Hmd35bqEK/npXclnHNVTUJtQR2s/ldSYMzOaWBhPsQikxlgaGa3GwwKXU9R6Q9/+MO85z3vqX1+R/c/T2U/7KA9pMO0d8Hy+9e/mzl8k2kTkJr2c+4VDGqTmXpBblwzYFDcobbFX6mN1x0wZgf5lOHdwKAZNpMfJ3bN8jEFjQeeCbpKGA/IOEalKZkrLalXHhTyxZor/2v3Uh+1Q+8TFNrxWKLRCGDONdjrsCc2Zj4oFOvCeIw7BbX2JXHa2LxNbhIoJA8YCN7vevFd3/Vd/NE/+ke59957efbZZ/nbf/tvo5Tine98577PfavKLQcI3W7tMdtkx2JtkXhEOjgGTRaF0QjdQtv0hqljhMTR5bjtdlWQlNAi2Hd80aZqpR4rY1vnx7aD9+1+jdQgfQFqm/LkgRqTdGzk1P1vu8/Ya8uUmKnW78dk62VotFGURlGYNNSeiAGqVBoypRlmkqycoNbPIjYuMf3S7zB+6iku/PYXWHvyGhd+5yLPjnIe387ZLDRTd4BhIllMJC8eZhw72uP4q46zdP9xjr32JXQefB3iyCnK5dPo7hLrU820NEw1aGPzjuMOMKkEZQSq9LWC7E+m2gE57wDZD2z0VwDGdEFGC29ICxMhdcCozKaklab2nPwz8vnVzeKu+O+pOwr+vgcwyUeHvHHvo8Vu4ZGyqnERjutZDlCbzz4/2gjp6iNVC2yb3ChQSB4wl1gIePNXfiU/93M/V/v8hZxLfLPldtL7O4nX/ZKG3m/M9zjihxAkLe9Z0P1+XweQ29belR4wBgIC5P60nZ7qUbDcKYS2Qp9+HwtmdJAysYfMx9Yol1NQCrR7J6RLcZUJqNS+fEYjigldacF3j27VO9YAWoZW7oURjEtDURrGZRHScAGncwXDTNJJJb3pGmrzIuXjv8fW7/4frj3yDOd+60nWnljnS5e2OT8puDipnINhIrm7l3Kml3D6ZausvGiZ41/2Uvr33cfgZV9GOTxGsXyGzalmY1oydmnO/tyJgq6SJFLSSwSpEqSA0jnKPZeev8kRw1Z40MelHdu0uj7IKUan9e6enhGUdDBp1zJmVcqk0C4NuVqflRBhXamzx3BWv0EZMbOuq5Y1Iuj+aF4KF3WXUUfQmtMTO4jxfr4uhw8MNIIC8xynwxQla+SFPYsQ8La3vY0PfvCDtc/v6P7bWPbJDtqxc9ZBZA+gUyu4Ev29WxFp2BkManN2gz/i7Tb//jeZQboF3KodqM4MQsiQ8mxTaOPfpgYAtYFB1Zj3ryeMC0yHtDFov/8t4F5zDQYOBAwdlszMvRkgKMrqgJmSDV7mAR17KdtwO6V6ebneotJ7laeffpp3vvOdXL58mWPHjvEH/+Af5Nd//dc5duzYvs99q8otBwg9X9pjxsp3poVjm7KOX1bTcCSaKUJR5XkpLJ1SE0WTqYCgZicYY+rF3mL6phGgsNHmUoBwBr9QNnJgnMFnEXxZo7iHWgi42kURMuVBiFhKY6OrU+2dAVuLZ1pqctfWRgobiS2NoJc4sGw6orx8lq1HH+XqZ5/gyV97gsfObfFb18atz2Gz0GwWmmfHBcNrY/7A1TEnzm+RdDOOLq2S9gawdBIjBNPSsFVoRnl9DN1EBufAgmW2LpCv0STEzrWj/HMzKqu+0El4zqEQtKslZO+loCx1APL8cyqxtZisE+iAFVk3+H07TSWq6HUMHAlB5KxGUSxDCMcI/7x366TgJaLl+gW2NqVvglNw8CixIEmSA+URw/Mzl/hmy+2o95upwjUGh6Fdh7cY+HvW/TiwwVRwq8Aze/wYKpAgTjX2Z/D6P14HfDF8jUELgRCGVCqESqt9paqYLVT6v6a33PgptYvkNtIPvJ5TrmYaklzDpDCMS6t3x0Wle7uJpJ+qEOiQ4w1Yu8Dksc9x/lOf48L/vcAnP3OJL2xOW5/PZqH57MaEz25MeGAr5+WPXgNgdTxFLa2i7sqQw6NIkYaGBRuTMrAau4mkzKCbCJS0wYFUiQB8ETNlIkCkZtj7wIm/h7rEJFEdOL92+jRklTpQbLZZgXFBAFucu1Kofi74eSCNQZuqq5mfEz4gMCNhjrl0igjg2THVt7mfmytCquCo1Da/Jdmhd3T/bSX7Yfjssm8b4DGXpTGzXV1nzxyvhR3UetwGs/pGSTh8y/pyEDDI+FIFwreXt+C1wR12zntubdP2z4Ug1Kj0GLd037U9EV/ioJUlFK9H8ccNllDNZo1u1E4Bzd2knQl5HfMW6uCQqdrQx6BQ61i8zd8yX+sbytp2rWy03fR3K+h241lC11tUeq/yMz/zM/s/yW0mtxwgdLu0x5w3yWsvYFP5zj1YQwm7yGLF3qicCa/MLL0TkAqFL9gZgTDR8KpT152AuPJ/lFmLcOwhgCTpgEptjYPYqXHRxLi7jT9v4qOPvhB1DIg5SjxJl1JYEGhSGK6NCzamBWvjgonLvUqlYKWXcrSf0U8lvUQhdIHe2mDzmUtc+dJlPvPMJp/dqDoC7SSbheZ/Xx3z+s9dZvnec6y87DLJaAuAaWnYzDVXRjnnN6dMSo3WhkRJFjLFMEtY7adoI0ikss6BsbWVajTb2OFRKT4NApkiVAr0qzSEqI28vTfWwfJOge86ZExVmE9ia1YYAaHxgpNad7Lw3KuIR5zG0lpE0D9bCOBfDPTNlTDBZkEh/3XzdbkRzsGBawhd53mfj7nEN1tuF73vZSf9X3V2agN1aCjn6rvWWg7hS6f7jQUklFRIB5T4yGizXpEwZQU2CxGABg8G+UL4Fsi27BIPIhdSkKkMpTrIbFCNiTnR61jnF2NEWVSgiQe+ve7PekAfLTsU2jAqNFtTzaVtq3fzUiOFYKmbkCqBFMp2ahxvUFx4hrVHnuHsp87yucfW5oJBTXlka8rVvKT3qXMIJRneewa5eASxcpdthqBhOy+5Os7J3frTSRRHdMJCJ3Gt5CswSIw32mvBJR0LAqVdjEzQScfe/24ErETrvb+Xvv7bNNehc2X8fDwzSIvKYUpgJq0NsDWJxGxdqzBHgv431XOL51mk+2uFrkUUhferUZinkQVhZgMCYWw3CBQ6cA2h6zzvHd1/C0qLY7oXMCj+rs3m2Zlh4QO+u9j6tZ0aYNAO7KCDOtVNQGBHMKgN2ArndxQ8Mfvjg5X+pykeBJLGKi4h6hvFjUo8eK2kqJiughDQnGE6+tQlIWhlCc2zXRs6q9KR9Wdyw4lCe0i9ig3ouAtZExSaOXTblJl3rsb92hOQ0zb2tnfvBsvNYgi9EOSWA4Ruh/aY+waD4i8hGF3+b3tQPft7LkofAT+6tMZbrMxnHJCog5W0RmKJcEyTqG5FhMgbt03ohqKSWvFqXy/HIkc2cukp9UIXiHyEyMfWKYjGZJIuJB2XWpY5B96EVvW5S5PSxqClYFJotvOSSaGYpgmqt0Ry4m5WHrwbU2pec3XMsSfW+PUro5AmNk9OdhPeeGLAsZcfZfWV95Gcuh+5coKys8CksOliY0fV92MATWlUjZKZSkgFiMmWvcZ8NAN4GZVC1ne1IKSrVeEXTAEopFAoWS12VRCnSveyUV0T2hg3n5PyP94xaKYYRqlcuG444AAfO2Hqi2gjEoERrnC0rCl6445tjYc4MlYHhfyC1SaH7RxIDl5YdD/yQsglvtlyO+j9naSp++upXpGR6XV/M5IWAec1I72ZThAZbJ4JVANjmsa9A6iFVCiZoqVV2QJjzWFR1TrzZ9IA2jC2CJQ/OaWpjH+/pU+pTaWgk3SQhQPndWlrERV5BThIB4CrFFSBVB1n7NtoXaoE2ljDPpWWoeMdAgCSFLmwzPDMMY69/CgA00cMj2xNd9X9Dw4zXrrc5dgrjrJ43ynk0qrtJimkY1NBKiUdVTFvbQFsm/4qsTrS1wPyBaJFOY3ucxqekXbg0NitaYXWYf0E7+jIkALsdWgzhTt+PjZNuWJ/KSmQZW4bFURBCV9bw8gEJao6fMFuMR7wd05RbNhH+rum+3F2j7Bd7qp5Gnkjbr0UuqhSoOHGO1VcDzt0f3JH99+GshsYtJMTu5uDa3T7323/1wZx453mGXbIbmBQo2aQlyYYFOp7Op2iW3SvEALp2OvGrTe+LpAKpaMrqZqcRPZw8//o7+b4YpDasPN7XQP8vM7yx/LbzLFdY13Wpm52ZeLEO+9XMbq5GI/fAzdBtUeB+db9wzjnPOdovh8Wu+d26zr2QpZbDhC63SWOANoPYpQ/irQ1XhBRQ7fLSvHGx4kdCv9ZHOFriy77iJ8ukSpFSKuObdpAHdGPaw558YXhfLTSF/yMo45KCrouRSxNrKKzhahzRD6m1moXq4x0kpE61g9ISpPQTxX9VJE741kKwmelMWzlmnTlHmRvieHyCYYPX+X02x6jXLvMH75wienGFpOrm5R5gc5teoPqdki6GZ3lIZ3lBbIT1hlITt5HuXCcvLfMplaMS40SgqVOihIi1LFIpQhjGKS2lkQnkbaNsAOD6p1jckjroF4ZUiN0KLLn750UwhUwdd3gqFI9UiVQplLyzWfl64QkAlcAvPH8G9HemiPqv7N3CeNYaTNzN3Jga0ww6eCp2DmI9m/ritAmhwkKHZQ6ut+l6oWQS3xH5suM7m4LBMRfQM0pbzUq2wDaGDxqA5O87jeuG2QxnQkI2OLVYEyCFJJM2fe21BXQ4FOSmuJTVb3OLzS2pbzHvp3RbuvsWFCjk3RQZQ5lEcZdrVeiNvZECjIpGCTS1QuSaKqulJmy30ugMCAXTiDSPotLqzz4itfy4rXLvOHSeSbXNqzeH08pxhOM1ggpkVlK2u+SDrr0jq+QLC6hjp1BLa1ilk9SdhbQ2QBdGHqJRHZFWGv8cG2asNX5qRJ24dTOaFYKY5Lw/Iyy3cFMYgMCuSGkQk8KE4p/g9NVwtbb84W2hQN/Uv8oXA0+L94pSpVlQkqn822zh2KG6YPyNZ5Mje1jhLB6WSZVCkWTtRTp/sA2coORDhjyrZ9bg1CNCHbtqxvBDpUHryG0H7mj+28dmWEs7mOfueBNZKPueNwmm6bJDJobzI0BfjHz+fXWMKodMgKCdmUG7QUMCt0P611tDfWAjhIe76iCmNrUgZzACAr/RyUNqJhAzdIXra9rzFy0CDbGNALtzAEC/ShMCULg62EGYKTB0tpJX8zvoLsLA6hJCmgTvyjGoJDfnQqw3xWkYs47EIK7FShmPzPh2OEcu+num8wS8kGlg+x3R+pyBxDap+zk3M6v4F53qLVNsq0h2TbCJX0jGSeqdf9wPuGUQaTYQ6eAcHLbycrIxDJ33P+JlNTUa1AOJpyr1L7AMhSuuPHUdX3x4wgMH8dgscZmNWaUd0hk/Q0spggh6ac9MmWBlkIbVntJLUoahmdsrYmzeYFhQN67n7JzP8Xy68hLw3ZekmsdQBefIuXr/HSdQd9PlSsEbY1qNQEp7NkWOpKFjuTYwL4WPjrhjfduYsEbOd22RrgxwTFA+xUucuDcfTC++4J3rkx8/+xYlakostI5BtL1F6sKhkSRWj/fjCs+25aeFz37ONpbm0eu85yQVU2j3eaugahmibDgkAeGmJXdIgSHFT04cJR4n/u8EHKJ78j+ZEb3xwa+kKFjlGdYgnPwjY+ORrrfCNtxag4YC073W0u8Yq1ERULtCWxjABOtC8JoOjKxRZ/niDfyp6X9O4dQy6zUvmuM16+CXBiEgFwLRGnoJlVBXp9qXDUiEKHmkCxzemlKqgQLxp4rltiBKLRhooaUvQF55ySTI68m1xZomRSajWkRGKax7u8kkm4iGWY27cvr8KD/C5uOtZhJcCXe2oB3JQTS16lIMozRNv0tbVxb1rcNAXwXM9fJzOt9f40agXYBGOls/dSNywcF5tVzsHq/rOv6cMP94DWiLOycEr57ZTWPSgNSKAvsRLrfNAJJVUpIVYi8dClsGnuMGjAUxrhzQODQ2aEH1P37DQfc0f23mbQBArs56Ac53mGDQbs41LulCO0XDJo5vj9/DAZ5gN8HN+YEKjUOCGq8Wk3AZx7Ys9t7HH8d9IjXceE4Mc/S3oe5YFsAgSrd6Y/TBo748+4obXNgr8BQPKba/i2gUARetdnZc7vg7QCINo97GHIjWUKWwbv/Y19Pnajnq9wBhG6gNBlBzZx+oAYKhchdfJCWCJ3fR+Kg0QjdnSfW2JOArqPgMLu6CAEyccaea1s/h+LY+o4LYRcSqUBldUXsowxgHZRiQioViUogmb1PnqE0dZHWUWHYmpac3ZxwdZTzxJVtLqxPeOLyFpvbOaPNKUVeUhb22pJMkXUSesOM44sd7l0dcGyxw11LPU4NOyx1E9vBTNoosE998+wdfzmhLkgeAS9+cQSQkSGtMldbyUWbHGgmhF38yh3sYIF/tiakgTTvrZhZKPbw7AO42FJbwjSAnfiYc+ZuWDqNCfNwZu7648xZrA5bDhopuCN3ZK+ynzkcgzm60dkLrOEsHSAsZPT+tK0bTVamZ9vMOBaWNt/OKLIAs9BFZQo1nRkhEC766w19pcEIEA748ef3tR+8QW8c0G1UYnfK+qGGULguD1C79UeWOaHUvmQmammEpEDagv+5ZlRoLmzmPLU24uL2lC+e2+TixpjzV0dMRgXTUY7WBikFSaroDlIGg4wXHRtyarnL/Uf6rPYzTi92GKS2PpySgo5kVt/6e2wgVmzG1QjyDlXt2ly6cLyLd4CMEcE/kVQdw5Tw9c9s+p3QJaKoOoCJeCxuXonGfbJd3vzzj+Zf81qI1tYovyAG9ev3X4QL2cvcve7iqQeUO1HiF4DMY7DsYdu589I72fs8766O9cwOLWBQjX1yeIyK6wGDakCQH2MAgyrdHQIczXMzv9NxXB9oZozu7/rBWu6P08fxOhwCpFT6MRxX+OM2wJamxAyxGFT3XzfG1ATrD8QOmuNTxeeZHefuoJAf14EA9z2AQLVjCzl/zt8kuaP7D0/uAEKHJE0ktvoijspV0eGYpu8NK4nAIEBY5107A1vr2cgyONo5ItQMCOkGsv5YZ50CQOd1Rkm8MKgEVIZSKZlKAd0oUFyBUj56mkhfkNQbzH0LBs1diO155WSzor3rAlHk1T2UCpP10WmPYnCU9WnJha2Sx66N+J9fvMTvPXWNp75wiauPf5aNs4/s5TFx7GVv4sjdZ3j5y4/x/z50ggeO9FnIugwzSb/cRow2kNNNKMtKOSpVFUT1ndWExGR9eynNk3hHzNWUkFhDP8MuS0rU20Smrh5EIm1r4wRta2+4exKejV+kfYTGP2fPRprH8gnpKlW0N7QmDnPK1HK1pVC1vOR4vM2UcYMJoJLcgf66Eyh0KLnKHAz1v7Mu3JFDEU+5jvStxoJBzfcNXLUD/+5aKkfQ/b6YfFP3Q6z/RcX+9OeNJTLka9ZPmVdM0rKYTTF2+r+bdCiTFIGm0KCEDOzLEJQQVcqrT3XNDQiZgcxoE+nYj6Kc2gLN020oc2S+DWVZFWpOO5ikixgeo5QdNqeap9bG/K/Hr/A/fucsl57d4NlP/zqjq+d2fTTdpWMs3/dK7n3FXTx07wr/70uP8cBKn34q6UiB2jiPmG4hp6Og941MMFnPgjxZD5N0LdgTpUp4iXWID2QIbNqbrfdjanrUM5gSZdPFeolEmtKthwWimDZAeVmlgPn6PEJa1o9UYDJQDYZow4nzrN/mXCwj3a8ive+l6fhpAxjjQEKB0cYVdW4JCLCz3j8sOWiU+I7cvnIgECW2S4LNvgdQKJIZAGOe7d+68x7AoMb/zXdnJ3bQvsCghsywgkJAw7OEVNAjuqn/RBUOrNuRjUYHunD1KhrjmbmgOCjiyh5EQY44TartPllmYsRa98CQZ/Xv5Jf487sAStg93q8BDM2TGnjfdt7YyN6r7AIK7WVctWM1xwI3hCV0o6S12Pge97sjdbkDCB2CzH35GuyKGAzyEhcT9uKNxthw89FlqMAYYbAQkrSMHnscZUGYKJpYH6uuFx8to1QDqBSNO48COkmKkoZMG0pTH61yRmHVgh2MUGjv2LQ4MwIc6DFBFOuIYowcraG31ik3r2Emtu4QUiEXlkmWVhG6YHnhBNc6im4imZaa6bhg8/xTewaDADbPP062cISNcUGqBMNMsdRR9Mtt1JUnMeuXKK5ehMJ1r0ky1MIyojdADFZsSoArFl2qTrg+D/A1F0LAtagXpMagkyolI24J7OtISEwFBvmaID5qrd2CCNYpMLpapOMCCk2DpcEUsPZ8Na/sc/KGu4/o2C89S0o2QKxY/HWEaPFui+4duSO3ocxtJtDyXjSDAG2gTjNVMQYMmq3h4/38e1tqY8F/b6ybtPauN9PMAusQV2usmFZgfGy0lglIC0YrlTFQKTpNa3rLjwWYiaJ60CH+7TWBEjYtKpXQ8wZ7PkJMtjDrlzDTMWY6tsfvDpALyxiZ0Fk4TiqtDrq2nbN5bczas8/sCQwCGK9dZO3Jz7JxepULKz0mhe1k1kskcrKB2ryE3rhCsXnNAvBJisy6yKVVTGdAqVJIIEcyzTXjokr9FcJ3uSIERqw+t4BQeL7ud1PvC10i8m3XjGE8+0zi1vXuf1/DI54zKu3W61g19H/l/7rGEB4QMjYgYLuYEdZywDHAROh05ioDhY5CElP16XFMIxGzrHZwKO4UGr0jO8mBGA4tAalWBsoeHPl9yY5MEA9u3BgwaF9jib9rSRVrBYNklb7cXFPitSm2fwMLyJSIMmp40AxCNMG0+F558EclNXBbCF2xTOfdl4g1VAOG4lQy00ij8seKgZAIfKkFXXYDSubZv3M/j57zvsChQwRsGkDTjpvuxkC6iUDSHYbQ4ckdQOg6pfWlCGBMPdXGG/M+kuqBA5gFiuOj+r+bObgy3kcI2+WE6rNmZE85g026YwqjbdTRaNqo5kLbGgRSl2RSEfKZIIo8RAMUAqMyNIJpqcm1TfWKayd4RlEvEfSyvo0Su+KYZjpGb21gxlsWFAL793ibRCrQJSeHp1BiwOZLjrI6yNDasHDyHi589n/v6BzIJGPh9AOcecUrOHHXEm991Ulec2KRk8OUYbGOWj+PvvAk5dpl9MZVW2QvTRFZF52mqE4XpO0kY9IeU5GwNS0pXN0KqKK+PircUVEnGKNRTTRexikApa30akytY0xtcsTAjluojUzQQtVTwISsAVI1equh6tZAHRRqzjkRjlfNH+NAyKZzE/Zzc7EGCjUiFzfKEbiTMnZHbra0MkPnGEJxocw24Ngepw7YNtl4gvr7prE6XZtKB5Sujo5x73dcjDhRKdK9kzbSWs44UT69WBS2WDEqQWEZQjNgs79emVjdqDJK7LjHrn7OtIzGIaCrJZ1EkGUpSubRxWgLCI223L/2HLIzxKiUI70j3Lvc4/X3LHNla0J3kKGyHuvPfGFH3S+k4tjL3sTq3ad4+cuO8bp7V3jp0QHHBgndcoTcvorZXkNvb2BGWxitEVnXMm88uKHs9Y1dzaJRUbWFF8KyPBMJvVQG0EuWue2y6fW51vVUjFiMDo5T61wSLi1MJk7vK7u2OtANLKgDLv1MJvUObRAUvNf9sQ73vyWVfvb7Shd0CrpfCISpB7bs/qZKZWw4PfP0/mGtBQd2Cg7l7HfklpC9OqAHAZr8Keaxg3YbUwMM2g0IstvsDwyKfZG57KB47LHEemkeGBQB0PFQ6n6JYwr5mpbhd1EBQ3FmQoPRXitoLxN8B2XjQCEBVTF8fy+D/opG5YOZMTDkxujLPbTSGamesfH3Yx4otJv4sYuWFF8/jtb99gAONVhtN6buz2w3s/YN7wR/ny9yBxC6DtlPBMO/SnH0TXo0xejIWJPB+MJF31SkuXZyJtrSgQJIgKWGW/p6agtJCuGYOEmloKFaFIgWFh+x9Oh+bLgK13LXpVIh0wAGjQodimra67dMGGMEBhh0FuwxyinKda7SW13MeMueI8kw+RS9dhmlS4ZG0++vsPriI/yBe5Z5+6tOcX5ryjPrr+fq9pQL6xNGecnU1RDqpYqFbsLJ5S5HehlnFjscG2Qc6yesJBq5fRm5eQm2rmKmY4SUyN7AXlZ3gOh0USvHobeI7iygu4uMSRjlmu3ctqpvXpvG1ifNlAVGRDFxLZinYYH2aRxGJghv6MeKPI4Kt6UAeDAI4RyT6nnbKWFqBaqDPeKj2YZalNgb9835JYOHWlFnZRQpEvNW1TBh9+4cXK8clDp6B0S6I4cmkZFapQcRGabxe2X1vtBVZyfPxogp+OEYVJ0F48KbnrmTu8L/vvhz/E77GtLaQEdlYSxGJRUbMpLY6A3pS7FxHwEcIZ0260FqSBxz0p/PFyIujdU9pTQUJUxLTTfpoLMBEpCLRxCdLjpbr8CTJEUUE+R4jQWVMFhcYKV7hDecXuLKKOeZjZdxdfSVnFsbszEu2JwUlNq4xgGS5X7KkWHGyWGHlV7KPUs9hplktadIixFq8yJiYgEo6UEgQHT7yN4A01tEZ0NM2qNAUmhNHhWJNg5gd3tVjQGKiWXATrZc0GNaS/01LvUr6HIhg9NjH0AU3PFgkKtPpFVKoS3YVmpD7p61Z5wpaUs4pdKEAIz3jWLd70GduOaHEKIKBETOpHeEYt0f2xdhrD4gwM3T+3Bw3X9HnieymxO8E4DTwtw51PF4kNQPpfbd3thze3Y19uOYN9vyNcCYmKWzHzBoBgjyTNS4+UEZdcRtG4NSwU42xgFASRYBSZ7JUpXXgLo+CvUtIeikOig0B7Bp3s8YFKIdfKmlq7UyhiN/Kr7WeecM2zSYAnuRNlBoL9fqz7NHHb3fOkU3zO6/U1T60OQOIHTY0vKSV5TrKvI206LYiUWlvXlZdyaqz+rsD/+SeWXdpITXRBs7RCGQDoGfaTkeX4Mfo6tlI8o8KPbaNQuB0XUj0BcZtSkT9rMSgzSQa1CloaMkadrDZAM0oFZA9gaWKaTLkDoGYKZj5PZVxHSbhe4iw7TDySMD9PElJsVC1cUruqW+cKevz5O6VDU5WUNsbNiW8aN1TJ4jMssCEr2BTVdzgBD9ZUxngOlYx2Cam8AMKmPWK7gObDFKp0P0VzimUC0VQJfgipAGECgC5FqfSwQGWaekPbXEdmsTCGzktqa8hXUU/E5m3hzTs7Rau6jaZ+6VajOdbKbw3E2QOwyhO3IrSTPNMq6nEFqER0CrAcfgtBw8jQjOegCEWoIAUDnnJgKDAjnemADA28+l6yxlauB/qxhtASMTdTNzdd6E0RgtEb6gfpmCKlBpF6WNq5fmxy5q1+HHrIVCpl2M0WhdIFSGyrqYwjKHhHNaRJEjR2uI6YjVrMeRxQF6ZcCryz6lB0dadKBPac5crR6lc0QxRmxtW8AmH1vdlnUhySx7UkpIOhZ8yYahjlBzXfFwuAdaLCPHPTNtXFTcgUFFXkWetUQkVDofKvaPQ+5mAgHg6hclYU3VJub1uu5f4J61QRvL5FGRreCfhHB0ZSOq1vYyzLVK98fMgtCMQlQ1PealEd9suaP7n1+yZ0fzBtgWM4DNXLBgHsWkAQbNO27ruecDQW3vWltHrh3ZQTuNNwBBck9gUNidRpAjrglaFrZmXcQSqtnBjaYpwjOSTIKQlhkkhLSM1bIIgIZvkiKMsXVXaQGno3vWbHzirFZ86lgbUNLKutljOpUfW5MNVAu0zGUItdn+Yge2kB1TzOjZVcJ1zTnufplGzyVL6KC6/856MSN3AKEDyu7FxOqzLaSJGWOVpFfYtYO66JwmMIVmzmdcm/Emmyd6eWPnoDkmDxRZh0MipQKZ0pTguJRTqxuwCsyi+1N3DRZNNioBnViFbQwSE9r1JjLirETgs8GCN5u5JpMp3YWTSFNaI93VUrDdVsaIYorIR5jpmOLCU5itdcqrF8nX19k6e5nJtU1GF64xWZ8wujqmnJaUub0/aTch6SV0V7p0FjsMTq7SWR7SP7VKsnIMubCCXDyCHCxgVk5ikrSKxCaZ/TvpoFXKpNDkuU0ZCKwgCWhrQPv29EpgW9a7e1alDLjoiANZjNKIuPCr8tH2NCzC88SnhNj0EA+6VTtYIIha4drYOPAzS0YA1EyUI3YIYjoypZ2r0b4Vq21vMq+l8vXIQSMFz7d14e///b/Pd3zHd7C8vPxcD+V5LfMaCRinx42pg0ChnkIjGGDfIYMQzvFu6H4g1GURZR2I95HcwMhpjNFi/3UQqfSgUNKt2YNN8CpEe4W09cyiIECsR4zvTqVLKKe2c5hK6aWQaBMKKnvxNXYMliWk0wGqM0T2V+opBe6cIh8h8gli/QJm4yr68jnyC88yvrzG5jOXmFzbYOv8FtOtKflWji4NUglUqpzezxicOkJnecjCPSdIFpdQx84ghsuIhSOYtIPur1hgPskq5o6oUqBzx8YRAjIla9ckhGsMILBt7QUOCKpSxZo1fcJvqTBpF5N0wrniot3+WcTPyT9r6T4zwtX2qen/uvi13E44X+/Op4VEjM8IPApj9nPPO07OYZQyqTGGZsQ7CZFzcatFie/o/ttImk7nTg6r23bXrncNdlCtm9W88847336Py3z7Zzcg6LqkDZgKuqBKEUPEbMD2jmJQ1QsKzCBf/1I78KfJEirzAPjXACGpQGqElBUIZDTGr0GeFeTs0UofUUOD2howtHXDbQOFYAegpo0lRP0Z1h5VLcjamB97AG9EpDcDeHM94scbH7sJCrWdYwdw6MDdzA5R7hSVtnIYuv8OIHQA2RdNLo7OmYaDPaN4JFQlGhH+HW1D/J0YIRGOMSJdLZm4VlFc4yUwjqiUZqF1rVj1TKFj1UHK0qHyWKXuzlulPjnDVrnpZDSZsuaZ70zjawiFqLX77dvJb0y1G1cKpEjZRyno9SUdJcgma5YdtLVOub3B5U9/nitfeJanPvY0n12f8MjWbNpDm7zpSI97zixw9x+4h5MPv5KsO0AsHqUcHKFcOMHYtbb3DgAayEGKIqqpYB0Anx7mr8WnZqTSd94RUMT3KHEMsIoh5AEgEgs8GZmQGygLPcPw8s8vLkYbp5a0GRciLGCmluoXO6MCQKoK4Jkn8Xx1E1RIaoyh2uY3ebG4EyWGjY0N/tbf+lu8+c1v5uGHH36uh/O8lb3M65pzHUDhkmbENuhTCHp2Rvc393PvqjAaqTLb4dEpCFmDE6o0MxVZQKWpdH+zgLWv9WP1WEKns4BIpmiV2KLHKrdGuqnrMe9MoEsU0PeFqF28oVkPyde/mebarRECTQIktjNjOqCrBD1y5PZV5PY19Npl1n7n//L0r32OS5+/zCeeWufcuGA3OdlNeGgh48VvPMPqy09z/PeVpHdl6KN3owerTLKFUB/IY26W+aNrQH9XCUQyy3YKUXIP+vlnmnTt/fH3yztaSQeTZJi0j1EpEyMpCkOudWAA+efgz+1TgP25fQHr6hn6cYtgJNvgROSsNYEpt3YH3R8/oygQEABAdw1h3XDrGg1QKOj+mxQ5PrDuv0XWi8cee4xf+7Vf44knnmB7e5tjx47xute9jocffphut7unYzxfdP+OurXFPtktXWduulgbaLMvVsQcdsUux90JEG0eLgaD2gCZOPNgb2NuSSWKxzgHDJo5jPst/XsefBQdpRQ7W9M1rfE6xPjU2QY7KIjLCJg75rZdRAWke/+nKbuCQrAnoGaeNG/TXHAoZg6FjWd1ZA2gajCN9jymOe9GYETFoFAsN4B558dw2AEBwcHU+C2i+g9FDkv37wsQ0lrzq7/6q60L11ve8hbuvvvuAw/kdpG9OALNCS8aRtUMGBRQelF7EWeAoJliwzJEaIXRId3AtqOvlGJbJzMP/jQdgnBoAcp9nkhJkvYQKq2MWxf1DPUNIqqpMJpUStJEzChXv8BYh8QwLgzTUrOdG8aFZm2SW6PcjWUhUyx1E472hiyvLNE11mXorj5G2r3AVlFyabq7Q+BlLdeUeUm6OCA9fpr0ngfJjz3Auk65uJazPim4OsrD+buJZJgp+qmin0oyZdMPEukKhzai79WzM3bBE9K1q0+qHOi4jbyQmKQLUlHKlDyqDTHzPIRwnd9McPLCl1QGQ/O5SyHAlGHBjtt9iihqEFgKTWBIWKDSR1LqDzQCMJH7VvaHuUC80GoITadTfvEXf5FnnnmGsiyZTCb8wi/8AmfOnOHbv/3b+cZv/EaGwyFKKU6dOsXXfu3X7tm5aMod3V9JbQ1o6ONW3d+Ias7uI+fr/rg7S1P3e8dcFyjXUEBByBHy735gKEHE5rC1Z3zRZ197KA4IFA7ULpUgVRlpN0Nkg6ptfYPxUnN8dIksc1TsKHhxIHiZdJiWmrGGSanZyjXjXLOdW0ehk0gGmWKlo1ganqBXTFCTMUm/iyk1k43pnsAggHPjgqOZ4v68REqJWlpFHT1NvnwX66Xi4nrO1rRkOy8pjaGbSDpKMexIukoyzGzKcWZcCkSzM1vTmVKOXWpm2UE+Em9kQo4kLw1TrUMachyYUcIWq05llT6e+A4+eOpu1VLePlnC81dS1IMAfi75OQRgktC9p6b7hXReJ5Xz5K7DFx63X+oQEDCmFkivzY/w7w1wCg6s+w91FPuXn/7pn+af/JN/wic/+UlOnDjB6dOn6fV6XLlyhUceeYRut8s3fdM38T3f8z3ce++9Yb+bqftvZZlJsTpgEGon0GbPwOYurKDd5vw8VtC+r6bB6A5jaPE5KiBI7AgG1bAN9ztOE6vXDYr0XfOeCYmQvlNuVLRfKpuqG7rmJqBUlMI2B6wzGl9iw4/Ng0Jzb49hDigEMTC0H9mJ0SUjsFyIah7USzjMuTYi8Cbebq9MufhwDZB+BhSaJy0+nL+WtuPebJFC7A8Ujfa7HeVG6v49AUKj0Yh/9I/+Ef/iX/wLrly5wmtf+9qwcH3pS1/i53/+5/n2b/92/tAf+kO8//3v501vetN1XfDtLP5l34mBZz+sg0Bt0YnKCIuQ9AYzJzgT+IVLkDQUTkz1t2O0ecGlszpNBD4EMAFb7wftkHclETJDdTtziqaJ2vl86ldIL/OK31+va90uEgVItvOSSVmyNi7YnJZsTgumpWUaDbOEUwsdTgwzzizdz3CwykqSMbjrFOmgw92fucDv/s4FHtmaspa3K6T7+ikvXch40Vfcw9FX3MPR/+cPoB56mOnyXTy9WXBpe8zj10ZsTgq28hIlhXUEOglSZHQTGSLECx2FzMeI8XZVKBpCcVCSzC1oqf0/7aHbFgEnvhZQWepQB8lHib1I7GTwRr6KF+MGY8ynANQfkJs7wtQpo07qFNhqLsZtNq1D4VeBnc0U7xS0Ln4NOSwW0UEjBbervOtd7+I//af/xMmTJ0nTlDRNefDBB/mVX/kVfuAHfoB/+2//LZPJhLIsOX/+PK961av45Cc/ua9z3NH9dZk7VyMjOnzUMhlrer7FEK823EOKQvxu6jIs5juyijwjUShKUb8WX+ut9A591C6+0IapFAiUTTOOh+IuNLBYytyCJj7d13XaCqzEpGvH0FsmS7qMitJ2Jcs1a5OCtXEeUnL7qWJrkLFVJJxevodOd4ElXfKAUiy/6FF6H3mEx85t8VvXxnNv1d29lDfctcCJVx3j7q96NYMHX4Z66E3ky3dxbiy4Op7y9PqE7bykKDVSCoZZwkJm6KUZKMvGyUyBGK0h8xGiGBOKantQX6WQ9TFSoZNOAPWbqdvhXpdQao0GCgfKeTDIuMVf+z/cfVYiur+NOn4yAprCHPEgJNRZPU1xjlXNIUQFQ9+mbpS7z0t/OO90zXlfDhsUuh11/+te9zqyLONbvuVb+Nmf/dkZUH0ymfCJT3yCn/mZn+ENb3gDP/ZjP8Y73vEO4Obo/udC9mML7Hv+eEZPvF9D9x7omLX/bxwY1Kz1NXuQXVLk5oxtHhhU2zX6u54G7e3ClmCHO4dN63Kt4l0AUSjctmltPQxjSNznceH9qP187RTumUqXbuvH2jaTPKOqHRSC2RyGFmnYzs3jz/tsT8BQ7cJmWUszwFA8rOZzbRu6PydVIHgGFGo9dt2v9X/PTOvYP70jN0RupO7fEyD04IMP8vDDD/Ov/tW/4mu+5mtI09maM0888QQf/OAH+VN/6k/xN//m3+Tbv/3b93eVzwNpe2lmJLwwVUS4rYYLgGgepxUMiv4mUi5mTnqaU84AUih8STbbXcQWpWzSLQ1VyldroWq3laexWwOyyh0WZW6BIW+YRl3Nup1FSqNJFHSUCmkNvlX9yAFJV0YSKaCXSOgusnDmZXQHC5yRkqUHnmLxri/xyqc3uProNTYnBZuFRgnBUioZrnQ58uIjLN27wvEvexmdu+8necnrmK7czeXtgkvbORe2pgEMmhYaJQX9VCGFIJUydK3JlLBgUL6NnGzVr8szgXwONATgzRf6jiXOb25rM+2prz51wEdBXaA4qlHhwTYZorwzC6cbj332LeDjHAMmKH2hwNUKsde7w+JhqO97k+SgkQJx27kSVn75l3+ZX/qlX+JrvuZrZr77yZ/8ydr/jzzyCA8++CBXrlzhyJEjez7HHd2/i+zX8Km9kyJEQJs1XAJ7Q5hZA6sZDIgjiN4494X/G4xE4dYeqWRIcRUaV3i+wns9u8ifVUNNOdXNfrtuJFKgDHRkYmseaV3VlCht9DiAEoAoxkiVWiBJ+PfXHd+BKdvYIIESgl4iWemu0D3zMoavz+kcP0pneYFTj53jwc9fYev8FldGOVNtyKRgmEiWTw1ZODXk+GvuYfH+U/Rf9WWoUw9QLN/FWiFZnxasjQsbkCg02hhS7HhSZe9P4tKDyfOqY2Q+qZ5L6BimwvMptCEvLdtTs3OAKP7OF4E2Efjv04T9OhB37AnPFhAqAeOKhcuqN6mJ5pKNCyQ1x8001ovYITQIhFSWjCSxA9un034z0oYPrvufO/n7f//v89a3vnXu951Oh6/8yq/kK7/yK/nBH/xBHn/88fDdzdD9t7K01W3Z0+NvgEHx7zb73TvuFcNyDqsi0s/7AYN2ejX8V027MS4DsReZ2+K+JRgRv/ttTJewWwwG6Yp9PiMe1BGV7Wi0mt1ONvyZKOPAAkKSetOV6AZEDEW1w/i9tIJCfnzVVu7Ye9ddbWyqcBuYBYZihk3YrjUFcRYYsts2dHhD5tU2qs1p7xe0gDh7SZ2LA783u4mMF+8PHWS/21FupO7fEyD0y7/8yzz00EM7bnPvvffyfd/3fXzXd30XTz755F4O+7ySeWBQHCmrU7ErAKh0jJB64V5sG3Yjg8Fv2lINwt91hk6IEPu/Y/TXdbdSKrVpYNj0sFJXEcrmguPrSxhjI5pxW2PwrBVL88+Usi9bWVSdXPIR6BKjNTJJMfkEU0xIjGahs4DpKDIpgC7DLKc/kmznmklRUhpYH9tUsrVxwUInYaW7zGDpCMOveg2dr5G8KJW2g0w+qhvKyrZENmmP3MDmVHO50GzmmivPbLIxLVkf54wdO6ebKBY6CV0lWemlLHUTVvspg0Sy1JGk5cTWs5huIqYjWyBP20J4pD1IOyFKa2QS0uLaWkHHNSLi2hB+4W3Wf/L32BYtjaLE/vnGhn3czjg4KqoyZKRqj+bIZDb9wFRjkEIhpKpSYaJ922SvTKHDcBqEONjCcLuuDCsrK7z2ta/d07YPPPAAL33pS9ne3t6XU3BH91ey0xxtUuyD0QfRe+m3rfS/1/1a+/3qul+4Y89YdA1DvkbbL6dW9/puLl6kwsgqTTRLOuF8pRHUOpM1rk9DqAUXt7b3w5ECMpdGq1JJKhWhrbHWAcAQbqwAIk+RQtLPFsAdP0usUT8ubOqYNobtvCTXho1pQT9VLHaOMXjxW8he+jUsvk1yVAleko9DZ5um7kelTEXCuDCczTXjUrN5pWQ7n7I5LRgXGiWgn0pSJemnipVuSi+VDFPFIBWoYoyYblvWUz6BYhLuac0ZlAmlTBnnmmlpmJSaUoOrwFerB6QcIKcEJIlzyBpzTETbJ459FTr4uEKt1UMqbOpXktkuPb4rmWf7RIGYWlqJn0+R7vd2QDUnbQOKNlZqU2qdfdzx296dwwSKbkfdvxMY1JTV1VVWV1fD/zdD999s2et8mOfo7isA1WDLzCuM3gTpd7J5dgKC9jrVm6BCWy2cWJopwTPSZGz4Mc0DgswegKBms5E2fSCkrTBgqvWp9pvZ+1Vb12RkyzYC5/V6PFUnMGHR7rBmqsYzja8r1lEGMRv0rLZsv697kFh/+jN7YKgJClX3ZHYCzwAtEeNzL9Lmk7aBQvZcNz7l67DZoZId+Vw77nc7yo3U/XsChHZzCGJJ05QHHnhgz9s/H2RPzCCYUb7aGV6h4HIMAAhLD5HCRug8fTs+V1g8jH3JwuLgPgxgQdyZRmKNSZlgdOkKJCcYKTARChQvTNrUGUKldkWXo+tV2pBKgRDGOQcKPMXTK3es8WqK3DolU5BCIoopS91FFoZdFjuKcZGy7Qzq7dzWddhw9R0ub095cm3Elc0pG+OCixtjNsYFa5tTirwkn5SUpcb4LmBKIhNJ1lGknYTVYcawm3J8ocORYcawk7DUSVjppix0EvqpTVHLlAg1gwapJEUjx1cR+cSCQfkkgEH2vqpadMO3hc9LbaPFrjZQtUgYVxRUIKVx0Q3qtYGo57kKge285joVzT5fHSIpNhovwpzzRj5Uxn04Zoh+1edls3OZ397XtgjAkJOdOmbE0ZAbFTEWHEzJ36Z4EI888si+tv/MZz6z73Pc0f27S1vxzWD0+WCAS+Px25bGWBZMBLxaQ7ah+1XaUv+n6jSFqQAka8xVHaG8zLSjdcECWeakMiFJ629N8532bd2npUELgQ7FqCt9pqSP1AmmpUEmKYnKMIntEmNUYtvVAwhXW06XUExJ1YTFrEOmBNNSstRRFkxxRZY3Jlb3X9rOGeVjLm9Pubg+4doo5+y1EZvjgvFWTpGXFHkFkCglSTsJaUexNMxY7mecWuoy7CacWOhYcKlrQf+FLKGTSDqJIJOCbiLDGiCLCSLftgCbkBZYS3v2JFLZ4tBJJ3QL87re6/1SRzpQmsC8SiUWQJNRXaDI+G9Gjm3HnkYh1oaTGpo/YB2GJsAjhWWvSjnrSGpEYGbFjFZ/RiW97lczur9N4oK38/T+Ya0FB3UKbjXdf+HCBS5cuIDWdcfs1a9+de3/m6H7b0XZC8iyq43RABj2woppZQnVzrk726g2hJjgss9XYB47aMc25i1AUG2MewGCTBRsDutPvSal3VFazmhjDuNrB80AQc26ZaL+/S5Su+5G2pOIrtOnlIVNia7ZuOsVYhYYmnNfd2rzHgN5TWAoBoX2Iq31rJrXGzaYP//aUtcCWO/WkYMU1N4XEHsDxHZR3f8ADrLPrSA3UvcfqMvYeDzmd37nd1oXrj/2x/7YQQ55W8peUM42WqB3HpqGF9RBoaCwalEQExz1Zk6xLSYtQs5uUByyoYA9hROs0iunlWHkNIXyg3cARy4E0kezhQCqbmZh7G58pcZGZo1Bd7R1alRmgSjfgcWPq7TtKVU+QgnJokxYlAqTZphuhs76lhk00WxONY9c3eaZ9TFPXN7m8fMbnH30KmvPPsGVRz+967NIB0usvvj1rJxc5Z4XrfCmB1ZZWkx4yeqA5W7CclfRSwSpntoaEcUUURQwmi3salRqa0a469CyikabrA8qpTQxsFK/Vx68CN1iXHRdBFZXvPE8C8A9Q5XMLIQx/bZsMfKl8K2HmXn20L6gAUhM6IMnTL1z0U5ys0ChO3Jj5Y7ur0tb8U3LpBO1bbx457x04HAMqocUUSzwXxoT0oYNDqj1+p9qrVDO0ExlEgxYk2BZQg4gMEIGgD7Q8Y22DM5A/a+3Sff7SJWRqpQkTSzYI2So8ROTTILzhK2DJrMBQqXoJAvMnTanRUw2Efk2faDvAggmSTBDy+pcn2g285Kn1iY8k5c8emGL//Oly1w9v8n5L/4em+ceRxc7d5lcvOtBFk69mDMPrHLPqSHDB1ZZ7Wfcu9xlmFoQqptIywTy6Vi5hkmDYZUNMNmgerb+nrrGAEUUPBHCdmrzJrb/P5GCbmL1fYq2rCPP6oqjv8qnoiWRkyRcAegqzWGmSYFnh7p0ZR+IiDWucI0J6g0nZnVyPM9KbWxKoaSm+3fS5b6zz21qe980+dSnPsW73/1uPvvZz9ZYxMbYdbos53RkeoHKvsyHGDRtMIPiY+2pvfs8x3mPQBDMmnNNAuhexK8xFVgzy8CpncyPz7EA/Rh3Khrtd29LDxPN89WYqM6tVC3MngYg1TaGpl/jx9Neu6g9tcuXxaixjERVZ8jrtTBkQVhvPTA0U1+oDRiK0tWagFNT9pvq1yYzTPs9Ajit7CgRpc1FoFBN9gEQPVd2/Z2284cn+waEPvzhD/Oud72LS5cuzXz3Ql642t6DoIubDAxjagq41r5WiBlFCETAwmwBaK+0bGcxa7AjpAUtjKkUdBv6HtM+m+llEOojZCpFJylCGJS254gZJFUKlG11nxtQSRep0tmFxDkfwqWUoQvEZAtRTtFb61DYSKgAkt6ATm+BwfAYeuEIC50hp4YdRnnJtCi5+NT6np9RvrWGTDK6/ZSXnFjg9WeWuH+lxz2LGcnoCurKBRhvYLbWbQFNQCQZojdApB1M1sOoDO3aw884WM5Y94a4dwzsuih88x/3mQhtg7uJtK2B83G99kf8DMJ5HOtHYFPBGtGa+Dn7CDFm1pE0AMbWDZkBhqicTB2WxXbxQE88x/di4NyIxeOgkYLng/zkT/4k3/It3zLzeVEUvO997+OHfuiHrvscd3R/XVrp3VSGK8zqfv/++Xew2bq86aT7N8SDuiEY4L/3B9HGsiFlYld1k0Li1hnvANSKDetQlDiAEb4RgP/cryOuRXqa9kmSju08pg2FqurjCGEBbluLzo4xNwJkhsiy2j1Sjg0jSltfTky3EZOR/V3mUExsGm6SkiZduv1ljvZXGCQ9VropG9OCL57fYO2ypJyMdgWDAIrRJgDdQcq9qwNednTIfStd7l7ISMbXUNcuIqYjTG5TwUSS2lTjrGeLYHcGaJVhVFo1ZIiejxf/eaZcS3glavfH6/1MCcc8GtUKb4d0Oh9gkArSbvjbrjtefzdSN/yzdmtFld5Xnzf+OeEAniYr1dYwst/PBqhwTtNsZDgu7gqzDvYNZYceWPffGuvFt37rt/Lggw/yEz/xE5w4cWJf13IzdP+NloN074X6HNuVcdEC4lj7aNYmh4jJsRugeR1gUPz5Xl6NVid2HjgyhxUU+yDz6loG8CVuTBD/3QSCYrZPiz3sWbGlY0zagLiuBUpjX8KPJbZPlTBVQ5UYvNCzrFjwQJSxyx04SzYOzFcXX4ZbJmxdVeP1YlRjp3HP9wKWNK8JqINMe5DmvBCi/i40350da1b5fWippRSzj/aQOlZjgJr5c/tGiyd2HWS/210OW/fvGxB6z3vewzve8Q7e//73c+LEif3u/ryR3dhBTYeg9rmJ/6+iQEDNGahqycyuFG25xdpExpzwhSTB8X1mc3adUrNAEOEzEaWYeeVlhHQ096qobGC+UBmZVaFku3eJpaijknBNQoAsc0yZ2/3c6UyRo7c3MKMtzHgrOAWiOyA5vo3Itzm++iIk8ODRIdNC89T5TcryPrYuPsVk48rsTYlk6Z6HWD21xKnTC7zyzCL3r/Q43k9I18+iti5TnH8Cs7WOHm8jpERkXUSnh5TSOgjOSDdZ3/5OOq3pIiZKDRNQpYUhavcqlc4BxDlH3hlrRopjtle0uEcndNur+gK9w4LlDX0/Z7zERpVV+IAD+fYiIjJGbnaw4HZtPXwY8lf+yl/hF37hF/jABz7AysoKAJ///Of5xm/8Ri5fvnwoTsEd3T8rOxr/u7wAfimwIFIdmI11f3yUGAzy4t9h7R3yZtFgZ5DHdROETxktczfWyqkQnnXiC33qxK4J0gIvnaRDISyr0QPNzaCGccZ/DYT27FMHhGeqgxIS8rFNNytzzHgTvbWOmY5BKkSSolbGiGLC6pF7AXhgpc/LTi0ymRSsX3opusgZXT23471evOulrJ5a4GWnFnnZyQXuXe5yrJeQbl5Abl3BXD1HOd6ywYgkRXYHyMECJu1Ujk3SYaKhyHUAfvz1Vs+tYs6ohmKJ6wHJYmLBsGIKpWvAENU/MmADAaY6iE9D9nPCp/7OsASiQADM12/N2dnU/Ra4o3atu4kHhZpT3zsMNwoUut11/6OPPsrP/uzP8uIXv3jf+94M3X8ryU6MnqZjWisCTd0GbgvQtqX3VMdqOM3R58YQXqi2cbUFCZrHsKBx1SkrwvrDmOKAQ2s9n6ZE9qJGVDrZzGly4hkoHgyK28m78gThfPE9lVRsRpWiVVoV1s9Lck2tdILvpJuXpjVVzdeSU7JiVdrfkEpDJ5GzpTFitiTYup4ysfXUHJgupHIAYBQYJWLvuHuvfJBFNphCtfusozW8zhLyz82vhbVH0nxEc+bDPIk3b4JDbdu1gZ3VdVc2QXj2LXO8KX6/ZurbXvX7nQyBw5HD1v37BoTOnz/Pe9/73he0Q7DTyzqj9OP8fuwiJIVVGsFgdJ/V9jUa3ypcSG9g2XQd4R116s6E79QCzglwQFCzSKTXBkpIW89AtrygPlJZFhaYMRpkgpIlSipM4mtiuEWhoXxKbZhqQg0FHx0Ap/CVJJFdhgt91GQTqQukW3zMeIvi6kWKrTHlNEcqRXb2MeTCCumZpzh19AxH73sxrz0x4A13LfP41W0+8fA9PH5hkyvnNxlv5+STAiEE3UFGf5hx6vQCD55Y4A33rvDASp8HVjIGW+dR58+TP/5Z8qsXmV69Fs6nuhnpyoo1uFNblFr3ljCdBUZGMS4N01FZu6a4+KfvUpNQz8UOcyGwsnLirjGhc1jYMFLMblErPBAXHpltOSygVhsinqexce/ZP37u+HnkI/f+/NKdvw308tccs4Oacz0wE+bo/sN2Dg4aKbhlvILrkN/+7d/mm7/5m3nVq17Fv/k3/4YvfOELfPd3fzdf//Vfz4/92I8dyjnu6P5K2taApqEei49Ohncu8l5DTS7RrvtLbQMGwgUOFIQggncSbGTTvqMaMFQMzrLUcwAZZUuf6QKjtC1S7xwIIQmORGg5XtiOikIXZDQCDC7KiJBolVJqmJTW8J+4ovo+zUxiDf1+augqRa8zxDhWkpmM0WuXbWBgYlvJF+efQvYXyE5f4OTCUVbvu58XHenx1CtP8snXnuaL5x/i809cY2t9zPb6hLLUKCXJeilLq31WVrq86YFVXnJsyKtPDDnWT1gcX0JeukT57JfI1y6jtzZspDlJkb0BrBxH9AbWoUi75EmPUW7YnJYUuqrhpIR1UnwHSuUcF6VzoGLfhnkQotoW+G8WWY3ve1yPzqejFVqT6zrbxzN8lLSdOIWp6ulIUWFKVt/Gc47A6Jqn+7Vb12L7ockmDbaCS6WJnaObJbe77v/qr/5qPv3pTx8IELoZuv+5lqa+3VN61zzZA1OmCXK3AZoHGVObrWR1bGWvef/AS93Wn5M21QCEw7gjMEi3gPTxObSxoWPp15oYDPK2qe8oBkDp1ihcn0mC/p+WJvrRTF0Numlh2JwW5NqQl9r5B9VALEPW1m5LpS3wn7n0WuNS0Go1cPz1l8VsqQWjXFDZL08STHRvqAcqSlOB+6U2SBWzZ1oepjG0gUJEetKDQk1pLQYegWxN+30eyLhfZs48Rpi/nBsJ2t8okVTr3X73u93lsHX/vgGhP/En/gQf/ehHX5DFQ2E+GNTq7DeMvTjfVDUpf6ZE6BakXwhwNQNsXqtVVPGCFS8UsXggKC9niwRX0UrrGNhBVsqt5tBIX6vAKV3PPmoCFy5NzbeJLEtDURqm2nba8hEDi/pLEgXTUjFI+/QWTmCSLsmxnDLrus5dVzHXNinznNHFq4jLa2RXLqIGQ9TKb3NyaZVTR05h7l7gXS+9G532GGsRDGZwLYOVINNTxHQLtXUZMXqM4slnKC6fY7q1ztSdw5QamSYkg649x+op5OIRzNIJdG+JaXeF7dzWsxgXdqErtWtPLOyilSnXQjnqCkMRdQOL71eYHI154r/zxbidU+AjxIXWtTSA5vP0wKBwc8tHrI2hZtzPgEE1SnA1B4WLkEsfeY4kNnBq850KAN1pwTrMxeegC8Mt4hNclzzwwAN8/OMf5zu/8zt529vehlKKn/qpn+Kd73znoZ3jha77vewKBsWGehRF9RFgqNgjfh+h87ph79N7ZULijiGVbevu9nTnrfQ/1AH53AEXRVlnFaXGn1+TSEmadKpxuo5g1Wmiri92A8voCdcYjVcqjEqQaR+RdPCJXKWpnAOv/5W0a1iZSJJOh7S3jCgmSKPR4y2E1ph8ipmOKa9sI9YuU14+h+gNUCvHePHqKV7cXeDNrzyCef0KRfYQ01LXdL+StlW90jly+ypiuoZce4zyycuUVy9SbK9Tbm1gXLs0mSbIziKiv4haWoXeIrq3hO4usTnVjHLNdm4LXeeljYx2E4nGRq0hSgWbblkHyjGw/L0MKV3KrpFGZu62dog7iYaUZMdM0kIxLazen5amxhRT2ur91M2rwFAKTCURnoOdI37O2rmTCCIWQN2xVJ5x5sAhP8eaDk2NXebXMMdCm4k13QCH46C6/1aRH//xH+fd7343v/u7v8srX/lK0jStfb9TfbaboftvFZmZS+63YJatMLPvHNbDvJSl+Pj140TfR4HQ5vZ+q3mBs7hDlt3epVmZ+v60HacFDKodL7IjjaiKxfu6dU3Wio5KGgiBtf89KFRMZ5lC/tgxi9G9817XTwrN2DUHsI1hCms/Twv7XaFd6pgFhXw6WCoFw05CR8laoxewHTI9G1a5exjAID8+NxZjtGUGFVhQyN0TKVRoiOD1aHXPLXPJr08CU/PVmgC/1Tp1UMgDes25M5fBGB+vBdSbJ81ujs1hzm7f/pkU9fSx3YDPtnHstUD2jZAXWlHpWA5b9+8bEPrRH/1R3vGOd/Brv/ZrvOpVr5pZuP7KX/krBxrI80HmOcf2u6oQ3czCEBlitVxgH611f0uZuIifqI4TjhGnCPhWs/UipnEBU4FXAJbBo6SCpANagclqi1Z1YDc2v0A0FyIhIe0gVEbSGUbouAnRmFxrJqVBCk0qJcbAtBTkWZfBYh+T9RCLJ+kcOYkZbZBevYjeWkdvXKMcbTNd36K8cJX8d7+IzguK8RSd5xSjKTovMKVBR13GhBRIJZGZQqUJqpshs5Skm5EOupYJNOiRLQ+RCyvIbh+1chwxWMQsHMVkA8rBKhMj2RiXjArDqNBMCk0e7rnyVbgRImoR7Fohi+l2WFzjAnseOPM1gvyhaoaLd7Q85dctZHZhN7WFDGxIQqr6/JDR3Aj1paLVyTIafOHsRq2nkF5oV4pQzHQOoFWb7zgjh50XlcNqQSl44dYQAviFX/gFfuZnfoaHH36YL3zhC/zET/wEb37zmzl9+vShHP+O7t85IBCiqg1aeajZE7HmglHf7BjYTPk0BqSyoJB7b1vXGeNAJ6koQsFnE1J6YwNRO6OvNFg2iUyt0++K5Ifga/SOe91gDe4pFK6tvQ8S4EGMql5QpjoYqlbrQhhS5YxlY1MIJqVmO7dpaN2FE+hsgMp6JJOtwBQq1y5jJiOK9XXKS1fIP/cFphvb6GlBvj1CT+06EOv+WO8LKUl6GarbIe13kVlCttAn6XVI+l3UYAE5XEYM6kCQ6S5QdBadvreBDd/DSwobaAgpDapRF2g6itKAda34tJESVFYVf471adNZjPS+oXLk4mdqMBgjQuqgAJeGXA9CqCa4559tKCbeqBESz8EIGBKNYtJt9TWEH6Rf624wKHRgp+DQRnB98olPfIKPf/zj/NIv/dLMd3upz3ajdf/tLE17qi1VLAZI4hIOMN/hjcGgVuCIlvnV8A1qpQFgbh2uVjCoWeCZup8RrtcQdEfZsBvBxR0iqolfxwIzSM/qej9mEY3dOEZjUVgwyNvKa+OCzWnB2qRgc1JwdZQzmpaMpiWTQke1NgWdRJIlkiPDjEGqmJSapU7ixpmQSkNZo7VU90KU05o/YhlBLpNBOzu7IRooY/VlcBiPCeU3jGEmAB4X1fYpcwEUkqqWOhbLXJZXPITIXmjaG22AY/iueoTV9bXo2Hiu+5qvMShUjWN/Ovq5Yhi90ItKH6bu3zcg9O///b/nl3/5l+l2u3z0ox+tKU4hxAvCKWiTncAgaIlOtCH8kbKtb2uAqAio2z9Gq2MDUoBlFeEAGbfACW/Mus/9k/OAkRQKkaj2a3Pj8zUnfAFMb0x60MoOTSNlQifpUCauAByaRFsaqAU1rPLJHYW10CWb05JMLZD1F+kuniYVICcbqMkW6fZV2LpK+vQjFJfPcfWzT7D5zEUufuYS609t8Nn1CecnBZvF7L0HONlNONFJeNHxPsv3LnH05ScYnFyle+oEyZkHUEur6OFRdDag7C1RypRRYSmtk5GhNAXT0oTFI1WCTpIgRNQ5RtkFraMEqSls95hiGhbT8OxCGoBj/0QFQ3fKB27SiI3HgJgTHfXPJ2pV7J+TcJHq5vYzf0egZXPhi+sa7QQKNSnRrUM9BCDndq8jcT3y5//8n+enfuqn+MEf/EHe+973cv78eb71W7+VV73qVfyLf/Ev+JN/8k9e9znu6P5Z8begHQxq2d470U0nfB6D0GiLKQkfRaYCkPz3XlSGMJrEATvKEEKAMSskThUCl84LaJLgNMyyDxWpSkiTDiKvQOJgfHuGiE+FEmM7DiXRqSRThqysAG0/FoFlvJRGM5UZafcI2eAo0pTIo1uI6TbZ9jXYvoY69yTl5XOMLj/G1S88w/pTGzz9hcs8Myp4ZGtaC3iEWyLgRCfhpQsZq8cGnHj1MRbuOcbg5CrpsROkp+5DLh9D91fQaY+iM6xqBWlDPi0p3IFTF8H2hq9yuj/zel+CmOb1OhtQZ3qqFNKuPRfSXTuUpkrV8vfb1pcDMFWtN1vownYTNfXr9OwgJYVdc8oGM9U5SbXmBH4OxQeLdb9b2+PAVNOxqrXhjoDQap1QB0vn2occVPffKvKe97yHb/7mb+Z973vfvlNyb4buv5WkjY3TKk27ZA7rosmWqc7TnlLj/47H4rf3MgMEtAV84++p21TObK+VG5gLBjWCdzFI48fomUEeDPL6XQinY0QDwDLGAkDefi2nVcqYG6cQs+CTRpBrmyI2Li0YdHWcszYuuDKasradc2F9wuakYOSYQqEQfyLpJJJeljCalhwZZkGnSyHoKGXXERfkDtftwCC79rj74oHoxN3TuNaS8MxFey9itqUESi1AEgroK0FNVzafoXBD8bYxpkqZjcFCDwbV50Xdzg4p2i1ztTlLg6Y19eLOO0lzrjfBT3+MMM9vkwDr7THKw5fD1v37BoT+5t/8m3z/938/3/u934uU7Qr2jtRlppiz/7tlYWjfrzHdGzTRinLqlIQRYDRSKFsxH79A2ePEBTCbkRCvZZpItBQKqWy0UIAt0NamfcKCVYC2ToQVSaINU2GjmbFjAK7WkIGpLpG5jbxakGVAZ7hAt7eE7K+QSoXIuvQurzHd2HL7aq7m5VwwCODipKDrKfSppHtkie6Z0yQn7kGceoCiv0LRO8K40GxPNLnOKTRoqgXUP4pEVDWfJL7QnYtuKGEp+G5hmnnGIUqrqlSwqHPNbgXogFDM1Tt6HsJTonq2QuBSEM0s68w9j8BeaJM9zM+m1ByD2hd6T6DQ9YrgYAvD82Ex+fjHP85v/MZv8JrXvAaAkydP8ou/+Iv883/+z/nWb/3WQ3EKXui6fy47aIZG7r8Q1fs+h1HX6iA014mwX0PnN95rn+olXDAgAAjaROkAotITIQWIGhDk25RXdXJCB2FQgkyl9rxlYQt2gk11alyn0AWJykLHLSWgdEyWpp7zXRkngJIGISBTQ7LhAllniOgtkUgFUtG7dIV0YJlIo9JwNS9bwSCwTtD5ScE9/RSjNUk3obM8DGAQJ+6j6K+geytMNNZBmdRrLmn3KLPo+StXqy0N9ZgcCBNF/IVMMC7FOoBBie1UViAptGUd+Rp74AEhSL3/IarOc76WhV/na06dqGoJiTZnMZ5eunAd52JnWVSLflP3e1DI+GiAxjMtqrQCX7zXRyqiQ8/R+4e5Ftzuuv/y5cv8tb/21w5Un+1m6P7ni+xUO6gJALXuX9u+Aqb2Und9pzbpM7VooGb3t4JBMdgbrQO18YYsAJ8iZXVtAECMq0sqovpBOq+AfV1aMMiXPYhTslTWWINESA8eF4atacmaYwRd3p5ycX3C5a0pZ6+N2B4XFHlJWVQ2r1QClUg6Hdsh0TNdlYCOkmznJd1EUsYx6zgQEZdmcMC3L3GBVlYXmzTcVu2eW8y2LAHlGJdzH2mbTvWPQELMBo5b0beBe7Pzoe7LNTujQT3lt/rs4GlbxiFA5jqOc5D9bqc6RbeqHLbu3zcgNJ1O+YZv+IYXpEMwT1oLxTmJnYFmq8AQdXMcj1pbYKg7FFCPwjUXBH9crOEmjM2fVYgKMYi2adYcMs4B0KZKL6tHiG2Ob5p0kaa0CHw5haLR+jxo2wKRazKVkUlFP0lqKU+FcwCmUY2hsaOXjgvNdl4GJdNNJCu9lOXuKsfvPsHwzCtZOX0/w8c/S7bwGyz87lPw68/w+Y0pj2/nNEUJeM1Sl/tPDrjn/7mX1Vfez+KX/37Ei15PsXSKc5s5G2PNhcsbbOcluaMBdRJFN5EsdRK6qaSXSAf8+FxnQt6zBWBKu5hOHSPId4yRSRVVFQKTZNZBSHsYmZAbyHM9c899NN8b+vEzsykCdYOk1oWi6aRGhkOIEoeQRjVPfbcy02Cg1dhA7nfNoBfKzul4nrq/5+XuH7YcOEp8q3gF1yGf+tSn6HQ6M5//pb/0l3jLW95yKOe4o/tnpVlDxf7j0ZdKp9d0P5XDXa0BBEAlTittSyUiAO4VGzXs49aFRCZIJa2OUD4QMFvI0ghhdbGp6g5NSx2iyVClfJVKWuAlSUgzW9dO6MIa2s2ac+CYkSXdkA5bvy+Fi1pPCs20NIwKG1Xempah+0yqBAudlF5ylGN3n6R36iEWT95D58gSwzOPItTnOfKFK/zvqyMuTmbTao5kigcGKS956CjHX3WC01/xWrIXvRLuew3F4kkujEo2p5r1jRETF1BIlbDFTJWkl9j1p6NsiljqLP+KoeWCKNOIGawSm6JBp9J/KgmdKQskk9I7TvV7bQtuW4ckLhrua7zZfwj6N2aO+sLQPg2xiqD7Z6OrFGUfKY/tCyFren+mBmI0T0OLbSEq3S8Tt0+01vg5foNBodudIfT2t7+dX/mVXzlQfbaboftve9nFBvFO9l5AoVh2c2mDzRbrx9YAgg3QhaCue2eqfeaAQfH77S8xTuHybCAIwFAMnmvh0sViIygCWYQrJm0BlwnGnUtIn5KlKmaTkAHImTp20PrYgkHnro25sDHhwvqYtWtjppOCYlqiS4PWBikFUgmSTJF3Ss4CpdYkUpAltrj0pNQhu6C6AB2YQfZ3jq0/6tLZSgmiIJTB8DZz9DsGCC3uboH3UGPIgKSx/vr77uuryqTyvRzg7sGcGCiZYXo1QZGYntMi+wUwdzuO338nNtxB5Gamjb2QU8YOW/fvGxB697vfzYc+9CH+xt/4G/s+2fNR5k36tvaWddpN1c6w5oi37Yd7OY0z+IXnJzYWueBMOCRaW+AmTPxa1DA6sDPQ/RLVpJaCLQQqtc3fTZUkyfoI3UEkef24VOfCaES+DVojjUYZTerHqWy9Cd0bMC4N61NbS2IN2JwWXNiasjbK2RwXlNow7CYMuwl3LXY5tdDh3hOvZ/XeN3D6oTdy8txjPPCZ3+L3PXmetUeeZXR1zHRrilSS7kqX/uqA5QfvZnDPGTqveCN6+TQbg1M8s5nz7BPrPH5txPo4Z207p9SGXqYYdhNODjuoXmpprIlkqaPoJYK0nFiK6mRcv2YR1WgQ0kaDyRrPRhJ3Cyu1T5moM5GkMCS+ewzWsJC+8Lij7aoYMJSVkR7AIJeq56PVs+COCGMKcy2i988tjt6YmzNz2jumMRgUsYTscQ5fGx+8jsTtuzJcuHCB48ePty4KAEVRsLa2dijnuqP758g8FqCj0ANo32FLiKBzBYDEMS9EbV/fKh4qIzIwgALrxEclPYAU0dp1gcLFApy+n6lT5BiKadJBSFuMX0btVCQi1MwBAotoWoKWgjTtByAc4oBFdT5RTm1r9bggqbtOmfYg7ZJmQ7ZyzaiwXRsvbedsTm1kuTS2qGcnkRwfdDgxyDh94vUce9tDnHrTMxz7f36L6bNP8Orfe4zts1fYvLBFOS1RmSIbpCzdf5zhmaMsvOKVpHc9QHn65WwlQ57ZKLj07BZPro3ZzkvGRYmSFgha6iScWuiQSkk3kfRTSVdPEONtWxuoEYVGqgrkd/+T2WehG/rSd9XxqdJNEaJySjzrJ0Ej8jzUyAi6XSYYIW39PyFteLsxD219umgfP+bot5+jPpVCEoFJ3lZoBKfsfGjUOJEKnEM0837c4KDAwQuL3oDBHEAefPBBvu/7vo+Pfexje67PdjN1/60uDUijckjj+drCDmprv74XaUsVaxaljsfTVgC6GpesAFq37YxpFb2PTVAiBAUihsrseK1dr6mDH7bdeHQei2q4gENZ/S4mmCLH5FOEsvpOROc32MBnWVjdtp2XoW7Qlc0pFzYmnL02Ymtjytb6mMnIA0I6AoQkWSeh6JVIJbjm0seG3YRxL7VdycqoXpNnv/vaRmWOmY4xZQlKQaIDaIUuMLr+TpnG/fCgiMX4fZ2lBkrib7S/76W3cYsKaEdWNTRlPRrfmjq4Ezi4ByDTBw0OwtK5HlCpTa4XSDqIvBCLSt8o3b9vQKgsS/7BP/gH/Lf/9t949atfPbNw/fAP//C+B3G7yo5gUBzBa1lxrCIWYREwVA5A6aKO8X5VpDBaNJr07BajraZ8YqO8YSAKo1FJB6NtIbQmBd8YG00oDZjSuFbIEqnshPTMFG9MijKvnIEyR+bbFsUvXe8ZYTuSic6QfmdA1ltmU5VokyGFcFFjzdp2zsa44MLGBCUFj17YYrmfcnq5x0ov5Z6lu1m+736WX/Y1LKaSo3qKKCaB2mqSLibpsFUKLuWaa+OSS5tTnnrmMmfXx1zZnHJtZIGgLJH0UsVSP2Wxk7Dazzjaz1juKhYzSU+PkZvryMlGRU+FyinI+qBSjOpaOq3ruNZqiJRVXncVpYietag/d1sktEHb9Y/dOSIiLlAqIrAxjvyGCaVqjmfZ4qDYc0uknK0B4Q9Vi9aYiIXgwc6bKOI2jxIfRE6dOsXZs2c5fvw4AK961av4xV/8Re6++27ApiI8/PDDuxYl3Yvc0f11mWHhRUCQf+fLxhqhjUESFWePABLfGtgAZZT+GtK8ZOqKwovI+KzOXWMUQRVNLqf1trwBUFCQWMA6STq2KLJDqaqUMVG1NhdRxypdtQuuKO0KAaQqsayiclIV/CzGodAyugSpEEkXk3ZI+gUL3SUKLdEY+qlkOxdB/2+OCwpt6GeKXqY4sdDh5EKXo/27OfqaFzH8csnxdyh7vnxUA0zKzpBRrnl2YplAz5wbc3V0hXObk7C2APRdEGAhS0iV7WrTTwXDTJKVE9TmRcR0G5GPMEWOkNLq96zn1hhbJFpn/dBNs3IymtEgXPcugxRypl6TFDZdOnOMJJG7AEQ+rp4fhLRjkqpAdcxKQzbYu14i3W8ZA/VUZTsGCzTFgF81x2eL8pbG2ALlwhWfbji9Po3iRqUM3+4MoR//8R9nOBzyq7/6q/zqr/5q7bt59dlupu5/Icqu6WPMgkFtUmUQtIABVJCDMVUaf1uh9pr9Htcp87ojBAiq3bR7tz3w1WQIgU05DcEHP0a3XogitzpvOsbkOaaYWr1Slk4HxgFPWz9oUhg2JjZd7NzamKevjnj6yjab18ZsrU/YvDYi31qjnI4oiylGl6gkQyYZk96QzmCISiRSCvqZYrmXOtBeh3pItXtSWpvYTMeYyRjj1xeoGJHKAVeN++oJnr42qI7uSavEYJCpWEOGBChCOY1QjUFTC9T47WtBGv+dZ3YBgb0fAYX1ce8wxl1kNwD0ue4atl95ITKEbpTu33fY5v/+3//L6173OqSU/O7v/i6//du/Xfs5DPnn//yfc99999HtdnnjG9/Ib/7mb+64/X/8j/+Rl73sZXS73XBjYjHG8P73v59Tp07R6/V4y1vewhe/+MVDGWurtKC6JvqpxlX/8S0Yg+J2P57qaRWXsU58xDbxP741Oc7YqymiOEJcOoq/60IigqIyIRffp0H5ly3WDx7IKHTVSti2mtTkBgqq9vMBnPLtjPMJZrKNGW8iJpvIySZyvIHKt117ScmRXspqP+NYP+PIMGO5n9JLrVIc5SUXNiY8cmGT3zu7zm88fY2PPXGV//nEGr/6xDq/fj7nk9cUv7XR5bc2uvzmJcPHntnmfz6xxseeuMbHn7zKp55Z43PnNnj6yohrI5tiliW2xeVyP+XoIAtg0GJHMUwlXWmQ43XbTng6gsmWvY7J9my7XmeclzIlN4QWm/5e+RSNeC4077WkqvMhhWhEbN2zKytwLxT39tEiIcIcMHHk2s8V77i6eRfqiLTMOd8VKLZroJ5D35zX896DcL03gE4qruPnILJfPXUjpGmIPv744+R5vuM2B5U7ur+S3eZv/F75n9r3tbQyFdJpPZhQGqof7ev7ON0fv8sqdSB0alOSnM6tpRl7veAcChHpi7AG6CIUx89cx6yuqgrlZ0qQuXo5/n3xa0Cuq7byU78maFPpnXDP7BhMYSO5ohhbsCMfI/IRHSXoKslSJ2Wpk7DQsdHhLLHXsjEuuLA+4ZGLW/zuOav7P/7kNaf71/j4uSmfXEv5rY0un1xL+Y3Lgv/5xDofe2qdjz+5xieeusanz67z+QubVvc7RmgiRWCFDjPLEOollh2UYlmutkHABDMdQzHFFHlwDvxzxHV4y6P74H9iRpBdXyvQp5tE9zj6UU7vt7ELal3fanpfhjllXMMCo9IZ3R9q1kHlLMbzTVes1WBLNPS5n9J+foe1oi0wtcf35qByu+v9xx57bO7Po48+2rrPQXT/7aJfD1tiRnMIyh1wLrZ1bponwW5uggHRZ7XfzSBD9HnMwGzqhNpxZsbr6+TEXdUqMCSMtXlsx7wxWldgkNYWcNE6pI95nVO6emgTV/JhOy/ZGBdsjHMmI/szHeVMN64w2bzCZOMK040r5Ftr9u/tNYrRJvlkSj4pKXLN9rRke1q6gKUJARYR30tjHHspj8ZWuv8jm9lfpztGnCYIhHqhzXtXfw7NZ2WqZ6OjtXbmuc6CQXPnQXy+FonT3XaTvQA78X242UHcw5CbafffCjY/3Di7f98MoV/5lV/Z90n2Ix/60Id473vfy7/8l/+SN77xjfzIj/wIb33rW/n85z8f0LBY/tf/+l+8853v5Id+6If4I3/kj/DBD36Qr//6r+e3fuu3eOUrXwnAP/gH/4B/+k//KT/1Uz/F/fffz/ve9z7e+ta38pnPfIZut3ugcc41bEL+7mwUDdonYZPCWjYUlcErQAsShI5gUVpBOE+E9EvhO3xRAxNqxmNQRlZBKalIsR1qYtZKLM2x1otb2gKmnUSSpv1QvsiU0whJcMp6MkYUOTIfQTlFpn1O9Fc40u2w3FVs5z1esjrgiitKtzYpuLgx4dp2ztm1ERvjgrXNKUVeMh3ZInVFbimocdt5lQiSVJGkik4vIe0krA4zjgw7rA4yTi53WegkHO1nLHUSjg0yBqlkqSPpKoHcuozMR8jRGhQT9Ggr5A+LNLPPXClM0sFkfXQ2IDcwzm3Oc6nj+1MBPr5YaBPp98h1qB1EZAxAcEKE0fbxiegZClrZCW1MnwqErJyC8GyryWkjSL44+Q5q1DsE/r77886TG11k+kbKfvXUcymHRY29o/vnS2i96xl3ZvdUhJhBGgM/M4XlhQjcbqNNeJdnipq63ZSQrp6MjYi2Pf1aS3mXimZTU22nF/eNWy/Kah8hQ+2f0gFXPg3KS+HasMtUkiYdTNaz+xdTOxYPovjuMNMtpDEMetAb9OkkgpWe4sQw48oo58LWlM1JwfkNy+o5uzbm009dYzQumI5t6sF0UqBLE5hVQgqkFCSpRCaSTjclySQLg4yFbsKxhS4L3cTq/izh+CBjqZtwpJfST216cJcCuXXVtpHPJ+A7bEqFSBwAl1oGqkl75DJjlOtQh8nfESUs0CalrcOXSNd4oMGiidO9LUinA8vLTYSGBxfXJ/TAvwWltAP17bsvkaKhuaO51tZVzgOQWvpmBfWag2521IYTp1zUUuKfR3Kz9f7Zs2f5d//u3/Hd3/3dB9o/1v23s37d9Tr3uF0TzNlNRwt2d6p3dbzaHP74s5AyVmf2zxR395/rOaCCZ5LMA4bw77kFP7xGmBl+DEAZDS7l1xS2JpxIMuLOtWE3dy9ybbvzjqYlo7xkc1yQT6yNPhlNAvBTjLfQ7jjSZT7kUqGyHmUxoCw008Lb0E1mEw3wqmwfo+viaRqgULgnHhxqaCp/T6TXfVENKNG8975EAlTncVStVqZXkynW2EbQWJ+bivYGyEEZR35YgueOWSSFONB597vP7WTzw8HsfmEOKXz8xBNP8A//4T/kR3/0R6/rOG984xv58i//8nAcrTV3330373nPe/je7/3eme2/4Ru+ga2tLf7rf/2v4bM3velNvPa1r+Vf/st/iTGG06dP89f/+l/nu77ruwBYW1vjxIkT/ORP/iR/6k/9qT2Na319naWlJc6dP8/SwsKO2zaLPXpAB6pJGOy+CDTyzKA48tbsCOb/98cFgjEeL26+/oAKtWeKqgtKrIACq0hU7KK4CJq/hihVwEBguuSaoLC9KE93l4JeIlE6R0w2XDR429JQi7FV4K4AXOi6pVKMSjBp3/7dGaLTLhuTkq1cc2m74PzWlC9c2uSJS9v87lPXWL864srZDUZXL7B9+Rny8RblZISQirQ3JO0vMjh+D4OVJVZPLnB0tcdr7l7moZMLHB9knFnsMEgkS11FikZONkLUWujCOgNG1wrW1cab9TFJB91dxCQdxlFkuIzmgXSpH4m7N4mLuCsPnjTudXgGoTV1S0HBuC6EY2UVDtCJ08BikAna51BbhMDPvfbC1n6emtqx4u12ZVK4g62vr3PyxAnW1tZYXFzccZ+mbG1tMRwOefqZZ1lZWdnXvgB/5s98C6977Wtb9cs82a+eulEipeTcuXNhQVpYWODTn/40L3rRiwA4f/48p0+fvqFpAy8k3b+4uDhT7BMIejMGWWOJiwPHEjM/m445VDo/7hIG1TZtzrwvdp9IgSzzKoW2jFJNo7pDXu/76wldIhvt062OscXwddIJxaDHZd1g9+3YPeulIzSimCAnm7YVum8R7G+hH4fKLIMl7TqwpcdEw+ZUMyo0l7YtOPSly1v8zlNrPHVpi0vPbrC1Pmb97ONMN64w3VpHF1NkkpF0enRXTtBbOcnKyWWGSz1efPcS9672eejkAkf7GacXOgwcM7WjBKm2bZbFdDsAVrjCqvG9s8ybDNMZYJIOucyYuO46njVljO3OpkTF+gnrYT6Con4fQm29iOlbeyb+uYQisvX7ppNOjWHW1qDA/w2VvVAxQdv38bo/Xqd26tZk94v0f+w4hWd+/Xof4Nlnn+XMmTNsbG4dqNj9H3/72/n//r8/xnd8x3fsafsbpfe/9Vu/tfXzJ554gt/8zd9kY2Nj5rv96v5bUb963Xr+3Lkdn38oYm5m7Q2Yb1/HQafmfJ1XP6hpazcdxyYQ3wbgN4vBe9u7rRGM3SnSw235+X5f30zA1/aBKsDrOxmqJJRKyA01lqKvVwm41GWrqzMl6CjBQJaWBT/ZQk42EfkIvbVu07GmY3eDFDLrIgaL0F1AdxfQ/RXGqse1ccnj18Y8uTbmyavbfPH8Jk9c2GTj6oiNKyO2r11j6+KT5NvrFJORZfRA0Ndpf5Hu0jEWT55kcaXH8tE+Lzo+5CUnhty73OPMYpfjg5STg5RkfA05WkOONzDba+jR1uwYewNEd4jOephsgO4uorM+k0KzldusBt9N2N8Tr7N7idfbTmcXE9txzXdfM1GdTMcQ9fq7ep5iFuiLAaFmvbWQcl7VGo3ZnPPsg+b8b87Xg8z5NjxhJ5vfnz/ebyf7f319nRMnTx5Y93vdcfbc+QPvf+rk3teeW8Xmhxtn9++bIfRVX/VVrcjT2bNnOXv27HU5BdPplE996lN83/d9X/hMSslb3vIWPvGJT7Tu84lPfIL3vve9tc/e+ta38vM///OApeKeO3euVnF7aWmJN77xjXziE5+Yu2hNJhMmk0n4f319Hdibg9vcpPmCiYirKQCEcOgqNgrsDuCdgNiJl6LqLgVNurb9TLqAsm1Ra+qFzeLBxdTuWsS4DGlQTcNdOiUllC9WbbCtCipgqtSGKTYvVxtNKhVZ7wiyWyKKiQNZLCBkgSEHuhQTzMYVcCkF6BIhFUmSsrqwwmp3gTOLxymPH+FlR/tc2JrykpNDPvfsBv+nm7Kx3ONqb2hpqKNNhFJ0hkfoLq1y5NQCS6t9/sBLjvLiY0Nee2qBM8OUAVPU+jPIjQ30+hW78BVTS5NPbJtgegMbEc4GmCRFJ11CIVHXOUarlGlpKAq36Or5YFAmq441QhcwzeuR4mghMbUFwtUNMWm1sPjn6PaL24zGTLMASjrGj4/6hmcu2w2cuEBiE+SxkQwLOsaGmj2NCXWydnpnDpMlJMSsLbWn/bBF2Pw77qXT6bQWbTuInrpRIoRgY2ODbrcbojybm5vhWprXdD3yQtf9rRIxQmGWEdo0sOoF3yt9Ltx74tuLQ3sgINbznlVk0wHccDBIYxcAAaDS0A0MX/IpsJmi5d/4rjLatRmeui5hlQMjXAoSgDSGLOkCGg0UgKyrI9eCGIwUqKTnGhFEa4srkuzrzIlibGtXbFwI4HsmJcNsgEk73LN8jOmxJV5+bMCDR4c8fm2b//XFSzx1fpMkVWyvHWN09Rw6nyLTjKy/xMLxEywc6fGS+1d4yYkFvvyeFe5d7nJ6mDKUJXLzEnJ7E3F1q4p6S2WvM0mtY5X20d00dAqbaQxgYFpUtXiEA1KkrDtcmXJ1lYqJrUdU5vZex05F0gVZQNav0gOFRHs92kxJEFURct+5M2b++DlhjJ1MCuPYO5V9IZWInIV2BSpjPW60tS2EREjhGMu4+e9/R/q/hSV62OzQg+p+xN51/43U+1evXq39X5Yljz76KJ/97Gf5sR/7sfah70P33yr6dV+69RDkdmUg7yTNLq7N7+ZZW00zTGNc1bcdxOvEwOrUNhhaO6kvP1CldWljmBaaaWELR5eFpiw1upjaH13atC53fNNgHMW2qWr8HZbIiGFjynLnMbbejwNyIRqZFjXRGkSD7VXbL9LhTcbYLgWkb6TsBIDO7RB5k8a2mxzY7nf7PNe6/yByo+z+fQNCr33ta2v/+4XrS1/6Ej/5kz95oEF4uXTpEmVZcuLEidrnJ06c4HOf+1zrPufOnWvd/ty5c+F7/9m8bdrkh37oh/j+7//+fY2/7aWJIxbzujZJZ1gZB+D4mTrDsjAaW7jXRqPLNqi3OSbcQiCVBTmghvKaaMNQN8hR1W2ryWk1XiFBJQjXmUYlKUIYEm0oNJRS1AAF4xyCQsOoKF2qVAchu6S9oW1jj0bmI8R4AzndREzHlNsblJfPYbbWma5tYFzFN9XNSI+dQK0c4/4zD3LP8CgvecUJrjywyucfOs7ZjQmfP7fhupNZev+RYYfjCx1eenzImcUu9690OdpLyK4+AV/4EsXlc0wun6XYHlOMJkilSBf7yG4ftXoKtbAMnQG6M0D3ljBpj1J1yLWNBGsDZWGgKGdS7JSLlKrIMVACMiUtayufzNxjIyTCR4lVSrPYLK67nBD1+RFHwex8swa88wOCeMXfdFCle75GCuKW9jPzMEpXC3MCO7/agCF7TbuDQochwpgDH+ujH/0o73vf+2qf/e2//bf5O3/n78xsexA9daPEGMODDz5Y+/91r3td7f/DShm7o/t3nqvxVzNAkHYdAmuMIomQylH3DVJVz2keiFR1q3LzXQikMWjv3Lv9PQhs1wgJMpuJEvq0WssCkaQO7AmF/5spxt6ILQuELJCmJFMKIQylrACI2NA2xjAugTKuz2DNjkRmpBK6XYHIR8jtq4jCAvN68xrl2mXMyAE1SYpcWKGztMr9J+7j7rvuY/OuBb7i3iM8uTbmC5c2OXdtzNm1EdNCkyWSYTflRccGnFns8vLjQ470Ek6kBWrzAjz6GOXVixTXLmAmLqqcpKilVeTCCmr1JDrtoLsLmLTHVGZVbSQX2JUuVVdE9z4LUZyqbbyvF5QIqHXuie5t3JHRp38Fxk9hMFEsVqBsurGsIrPxwiMFaBz44/dyQQDhAHw/J6udZGhT3SyE7rePOxrF7NQkWqOeq0KdB9X9whg+/OEP8573vKf2eZvuv5F6/z//5//c+vkP/uAP8vM///P8+T//52e+24/uv1X060Hs6qYEEJ29O6WHZGLsS/acknKIQEAzuDvzfct98A71bDdi7yi0p6CFnZ3EgemQ5hWlr+4kQtoSGEK531IgE0mW2PTnLJGkSpIqMQNOz0uRa5ygdl92TRU8DD3m0/h2G99exn+TpUZe2IOEgPNzINej+4FQiNnLzdb9B5EbZffvGxD6x//4H7d+/uM//uP86I/+KN/0Td+070HcivJ93/d9tejI+vr6zMTZTeaCQTHCj3+ZLFU0RsO9A95Eov32UtjaLi4g3KAO1v9vgkCxYxAWAkmIGNSKkcZGqx+ETpBAKtMqHQkfsRbR+aoodjUOE6joHSXoZkMSbI6z6o2QkzFaSrQuKcYT8q0xeloglKSzNaKzdpl0MkatnmT5xAMsDo+yeHqBtUmflx0dsDEtmRTW2F3q2gKlR/sJix3FQrGOunSR8ukvUDz9CNOr15hc26AYTRFKknQzVDdDdkGkKaI3wGQ9dDZAd5eYaBhNS0qXKheTdCQV4IIH16iMceUAoZDC5yjAtXtM5Hj5W23qdX6q9C9CZ5c2y8gzxeL//ZwITmpLlMJHfmOJFe7MeIWsgVKxIWTMIS2ue5G9Ggcz+xm+8iu/kp/7uZ+rfTyvpeOtJDe6rk8sd3T/3qUJ6LRFBAWAazkvg0Pt3iEMmAaIBPiC9crTh7ShRIRabXGKMVRqIa75FutjAO0cLJVIlGMiGqlBlpU+8ucW0qYqAUIXSCUD0F0BQva3T2fD2Dpqha6aJgAhbRagm/YwyTYmseCMKUvMaItic5N8a4TRmnRwjfTqBdTWOmkxZmmwSv/I3RzrJ9y73OXaqODqOCcvNamS9FPF8UHGQiY5MUhJRldILjxNeelZirOPUayvMV3fwmiNSlMbCBgs2mi1TCz704FBm1NdCwLEKSFK2DS9inlJMMb8dokgFPS2X1hHwXjWp2eASgXKMkS9Q1U0WGD+XvtzNgF/5eq9GSFqY61AISqmViwyCbq/DdiP5248hw0EYLPJkDMGdmOJHoq4YNlB5G1vexsf/OAHa5/dKrr/ne98J3/v7/291u9upu4/LDkM3fq8lCaIE9f+FAIilp2JupD5v2v1x/YoEjEL4LbZT3EqprRBDKRCSN/J1ikVr/cbaItlSrofqZBJhpRj25nRZQGoNEMmKUnWQ3V6di1SFhDqJJJU2nUmZFoYPR+oisYYGqjsIGIOshjG7M+3F4nv1V6BvrZaUZHcaNV52CD+TbX54TrsfrvPU089VUsZu1V0/05yo3T/vgGhefLVX/3VM1GW/crRo0dRSnH+/Pna5+fPn+fkyZOt+5w8eXLH7f3v8+fPc+rUqdo2zYh3LPPSReZJk6HhpQYGhRaDEYoQG1X+40CFbGcUCdf1Q7rUIp/uE87pfseOeQwEeaM2Ru1tEVLLUJIOTa+c/TpF1RjXylhLlCytQax8/SHpItjGMYQMuRaULlc311X3kphOv5D16S0MyFSK7AxIAJF16TqlP5luUmyNmW5ss/XMJZLHzpIOuvSOr6AGC6yunuJYf4EHF5YhSzFdO7VFOcVsjimfuYzZWqe4epHR+jrjy2tM17cpc/tMVJrQGQzJFgeBhZScehFlf4Vy8SRjLVgflUwKw7jUkXEuSJS7Dmnzj+3vKi3LOneuOKtnX8X1IObklFdU3PaCs8p4p4RaCphyhn9bTaA4OtyWh+7PKYQIzzN+9nYSRtEjXB61TAKo2baA3QyWkDBzaLy7iiFJkj3nIR9ET90oefOb33xTz9cmLxTdP2+ONtOEZ5hBRlfU+8CsEOF/4ThCUmBBIBMxNP1a4PWBM6CFylBSUIpZ3d/U+x4E8t0NfX0bD0Al0uoQWWoSmZCmPQeIJJhm3aFGfRtRTlGAMiZkpPl0V52kFNowyg2FietYaErt9JYUTEpJL5EsD4+CSlD5BAXozWuI0TbleEq+NWb77BUAksGTdD7zf8kWByRHjnFkuMyxpVVXL6JXdVgrp+iL6+jtDfTVCxQb19i4eIVie8x0fRtTaoSSqG5Gb3UJmaTIwSJq5TjlYBXdX2Fdp2y7lvW51uSlvWdZ4mrkCcvUyZQrFo2v71GxumpzJYBqiQXamvfXdQUrVYdpoUMnzzj92K8txkAibcqXf+6JBOPSvmJwxoNXwhhbC8OYmfklRB7sCyOTwESOU9ztRUT/mNJeogYiUMiffyeWxGGCRMKlse1f9q77nwu9/+lPf7oW+Y1lP7r/VtGv+7Wr9yKH6XsexDm2bdv3OPlioCf+3//tdGfts4ZtBrr2XSvgMee9mwd+zN3Yp175upnhb/d/XIvO28TuJipnB/sC/yqRyDRDphkq61o94wGhrEvSG6KyHknWIe0o0o6inyl6mbIlFpR0tq1ot/Vaxihko+xCNM7arj4Q7gMqu96bqGB+E4xr2M0zz3zO8Xb8fw9SKwEhrh9Imqef99Nl72bIQe1+v8/i4uKu+v9Wsvnhxtn9hwYI/Y//8T/4qq/6qus6RpZlfNmXfRkf+chH+Pqv/3rAFm76yEc+wl/+y3+5dZ+HH36Yj3zkI3znd35n+Oy///f/zsMPPwzA/fffz8mTJ/nIRz4SFqn19XV+4zd+g7/wF/7CdY3Xy05gkP1i9wlb7yIV0clj9NODNBoQruuTSzmrD8jvW1FIhRQUDqQJ7CC3uaSKIPuWsb5YpRASY5K6cRspOJ9eIMwouhiJcoUukzRhWhp/FluEWhvGhQ4GYyol48LQTQRLnSP0h0dR3SXUiTWSk/eQrV2mvHwOvWWBnGJ7TL41ZnThGpvPXLL5w4DZgdoqfFRbKesEpAnJoEu3m9FZXiAZDlGrJ1FLq4jVM+juAvnCccYkrI1LV4SuDOMG6CiFSGxXn0QKeqktopqiq8KpjedXE5mA0LYQXXx/ndNlnEGuXcQlfmb2njfTwaixfmT0vCpAxlRFCWPmgmf81BZPg5iXD+1XHIfsefZYGyjkwb/dQKHrFp9ac4PlIHrq+Sx3dH8lNYaPbjBC23So/xwq4MgHD+ICwuAM3MS9Z1PL5mgCtnHwwDv1gC8NE7rMNNK6jLGdpdAGqVKEShE6ctzEbLMBDyjXCi/Ha1XaRSYdSDOEMOS6DCyiXGsmZQUY5E7H9bMleisS2V0g6w1I1i6TLD9JuXGN8eU18q0xxdaY9cfPWRaR3htdO9b/Xvcn3YzOygLp4mKl+4/ehe6vUCwcZzvXbExLRrlhOy/J3bNIpUQiQ7HojhJ0pbE1kKbbQbciRFWI2xfMdkVCa2OLn0VICXQg0F6uDdex0jeNcKKiFDQAUbr5EQck4kh7PL+Msc5VWwpK09uIU9/mMBXm6f5DWw8OyhDaxz43Uu83a/WAdTb+y3/5L3zd131d7fsf/uEf3vfxb1f92pTm1LuZRIS9yNw0jZjF3QIWBIZPE0zAX6MFfoRjaBoSF2BuHEvK6Jj1m+XTwjxgHIMfMj5GSGd2vkOa1dYhkWT2s5qdWo1DCqsjfdpup5Mw6aUUuaYshuj8GGV3SFlMMbpEJZktKt0b0hkM6Q4yBosdjix2OLbQ5cjQdv/te/taMusXKWXrfTbHqFLbAdjpYWqgiWVIGSJfSPhgji+t0KKjKgS8urHCNQSIArmt4J7bzxDN3QbgF+7lnPS/3VKB9sPOqfkPVIGsmWOaw635dqhynQyhvcgLxebfNyD09re/feaz8+fP8xu/8Rt81Vd9Ve37ZgrGXuS9730v7373u3nDG97A7/t9v48f+ZEfYWtriz/zZ/4MAO9617s4c+YMP/RDPwTAX/2rf5U3v/nN/KN/9I/4uq/7On7mZ36GT37yk3zgAx8A7Mvznd/5nfy9v/f3eMlLXhJaY54+fTo82OuR3V6SVoMnUhStDIzWA7VTEWccjoZTbBcQa9gpoUC6yKEQIaIWU8oDhqVSx/yIjNcY6Y5ZT7qwhUGjc/vzZlmfNOmQdhLGhUAKbVMMpGBa+BaVGj01TEvBuDCuO9kyncUjDFYfQJUTku2riOkW3c0r6LXLFBefoVy7zNYzFxldXmf77BUm6xNGV8cUY9uCGCDtJiS9hO5Kl+5yj8GpVbqri/RPnSA5eQ9yuIxYOYnpDKwjkPbYLgWT0jAaaaZlbiPbpak5BL6DTqYE/dS2p+8qWwsjOAW1Gg3RohR1dpsbPYgWAymsQ+dZXHELe+V/YofAs36iYwnZXmTPiJZG8m2R7cb8E0ZToZPu43nRqtpxbiAo5AGqg+y3T9lNT90M+bZv+zZ+5Ed+hIVduh56+Yt/8S/yAz/wAxw9evRA57uj+/cmPgpbY3pCzUicqfXQeI9m9EEUibXbG8vOYH7wAFlaUD7puLawAMbV4HDAlai6T3k9kAcAWrh6EFRpY1QdzDKVIt05RVlU3cy8/tAlFFOy7gIqteBSWmiUEHQTGZhKYBsQbOW2a9kkGdBZXKC7eBJxckR6zyvIJlt01y6g169QXHia0dnzTK5tsn3uMuOrW2xfHlGMCqZbtnacVAKVKjqLGekwY3B8gc7yAsMzx8iWhyTHzoRaQaZj04HLzpAy7TMuNNvbBVPHztEYOomk40AgJaHn9P8wkzOdKWvPIOlaPzDpYmRCjiTPLfMnlqqLowmMg4ph6tPvfOTduiKJa06QCGyh6mYX0ZpzMqvPA5gYf2V0qx43wrWRd6yEOou5ERSQ6ubXbDmo7t8ninSj9P5v//Zvt37+5V/+5Vy4cIELFy4AlTN4EN3/Z//sn+U973nPbalfmw5ps7nKQaWZVg+7O9zxuUMDl9rY5gBVDpwXDfvKRO9oDQzw3+OOJ0z1LkvARGyh+DhtpxbVa+6H6sGP1uv2oJCz40WaVl+lqW2yEsZSP6fNGBD0MkUvVQy7CeOOouglaG3Q5TLFtIfRJaYsLWsoycg6Cd1BRrefMhhkLPczlvspC52EfqropyqwSuuooLRgUOnazcdj9LZ2BG43501g51Kx6+c+Q3ef7TMUtXvV9gz35N+1BYn2CL40C0HvZbe2Od9kxu1kox/Wu3e7ya1g88ONtfv3DQgtLS21fhYXOLoe+YZv+AYuXrzI+9//fs6dO8drX/taPvzhD4diTk8++WStvejv//2/nw9+8IP8rb/1t/gbf+Nv8JKXvISf//mf55WvfGXY5ru/+7vZ2triz/25P8e1a9f4g3/wD/LhD3+Ybrd7XWPdD2LqHe+6smjsb5yxJSoUeVdKKQTDbIaR4s9jEoRUSOX2V7O1ZXyU0R7PLjzaGXbNugDCgxO6hCJSdJ4xFBukZY5QKZ2sT5Z06CYJeWkYFTLQ4X1thrw0rBeFTXNwh1DSAjD99AhZtsrCqfsY3CPpjK+SbV2m8+wjlJfPsvXoo2yfu8LWuctM1icUowKpBOkgpbPYY3jPCQYnV+nc+2KS42fQR++jXDzJZilYm5RMSsPWuibXE/KoZ7Q/f6oE3SRBSWx7YilcbjMWCComiNG27c5TTKrnIKRLD5BVykXSqbWHt/eqjtCHTl7GuPb0VX2G2Jnzz03okpm29GHOxLne1eJljXphx9YKSImQ4jBvrobjQOUs7MASstvdIFDooJGCA8hueupmyIc+9CH+6l/9q7z61a/edduNjQ0+8IEP8P73v//A57uj++vSpv/Du1vTwY0AgLBFeGPxTB4hXCTY15YJVnxsdEb7xmwPl37kHXqhNBhb602oDJQ11D0btNmy1su8FDMviYRU2tTiVGVW38X3wAMDfi0YQ5LmLKQ9BmnCtLRM0bgrVul0/rjUjArQpnS1eLqkaY+sI+ivPkg/EaQb5+mun6O4+AzFk19g+/wlNp68wPjyGpP1CeVUozJJ0k0YnDpCd3WRpRfdhTp2hvSeB9H9FcqFE0xUh42pDm2Z9dhgRtPwyCQe+LK/JbZLZBp/Nt22bNDpqGKFag0hVUGEVIYCGdrST0tT60Dp0/ZS1wkscfUyoJ7uXc0X67xIXLc2X6zagXMmYgt41k9winD1i2JwB4I+N21z1eAqE1nAB+M61zWCAvb5m5r+vykM0YMyhPYpN0rv77cmxEF0/9NPP81kMrlt9OuNlmaq137TxRzuv4cNnd42ZWWLzXzfBGMioIaWtUEXlpES1xiV9fc2Hid40L8q/F77vHH+YCvKxAIr0fYkjnnTwiAUQKoEHSXppYqFbsJyP2M0LQPTHaDIU3xTAyEFSarIOoqsl9Ltpxxf7HJ8ocORYcYws4BQKqWzhakxlgKbKc2qYGjWnR1jrNvCtVOr3yd8cGQeKORZPk1Az5fM8CnBrSxJH3xtYQnFx2ohCxy2amvWnZsrLcHhW05uUiD4VrD54cba/cIcuPfeC0vW19dZWlri/LlzId+w6RDUQOuYatjibLe2p4+cidnosqgpNETlxNdaxLcBQt6pj7pWtZ43GqtxYJAvAtosFJcqC1Ko0kUm8zGizEP6QBBPK006kNgW7UZlTJxD4A3kcakpStiYFkwKzbZLz/LR6lTaqPLRfsYgUxztKRYzSXLtaeTWZfLHP0t5+RybT51jurFNMZ4ipSQZdOksD+nfc7dNC7jrpZSDVUa9VS5uF2znmgtb03A+sBFzX5S0n0qGWUIiBd3EOgFd5wx0E9stTOYj2z7Ydw1rADIhXSDrY1yb+sJEtZyoohS+SOmMY9mYM7UFLE7faJsDESMptJoOTINmWkvLfNtpzrQBMDvM7/B348v19XVOnDzJ2tranmv5eNna2mI4HHLu8S+ysry8r30B3v3t38FrXv8Gvvd7v3ff+z6X8hVf8RU8+uijvP71rydJEtI05aGHHuJ7vud7+Nf/+l/z8Y9/nPF4jNaaz3zmM2xvb/P0008/18O+7aRN90Nd/9dem1iHR+LbgzdTtiCq7xJ1oArSZBb5j336j9c5ZVEHZ72RGqcrRe9l2zscty+3YL3XUyboqVQKEiUCS0ZOt1261KgdjFYpJslsfRzXPbHtPFNXZ25caqaFTdPyek5JWOgk9BLJSlexoLeRW5fh/GMUF59h+swTFhC6tkmZFyEtbHBylXT1KOndDyJWTlKu3MUkHXBlVDIqNBuTslYbqJt48F8GXa8cAOS7hSkpkMXE3vtibFPlyrx6Dv7aPfifdtHZgBzJyLGgfEqYdzr8Pc0868eB/LXn2XQU/TyLzx3PARXVK3JR8pqz6OdoXN8qmm8+va05X5vd75o1Dtv0fwimH6LeB3j22Wc5c+YMoyvna2DGXuXrv+Eb+WNf/3a+4zu+Y9/7PpfyfNH983RrmzRLM7SxFHZiSsTz2AOsbe5PsyB8Wx2s+DjQHmCdsc9ie75+wpqt1fbuNNeGmp3nwZEYlFApWqUh0Fpoq2N99y+i8fni/pkSdITr+jvdtkHOYgxFXoHOYPWIyjBpB5P2LcOys8B2YdiYai5s5VzannJha8qFzQlnr425uDHm8uaU7VHOeCunLHUrIJR2ElaHGfeuDji53OXYoMPRfsrRfsZyN2GYSYaZpJNvISablpGfT+z4yhyjtQWHVOps7RSTdDFZz/5Oe+SGEARoNliQVDXabMBXVE1gyrw1zbYGOM2zs6Hy12rsyvZArJ8PRipKbebOM6jPtVji92S3+e7ZqHP91hb/o3mktnHsFAC4Xt3vdceFpx478P7H777/wOd/ruRG6v49MYQOs3Xx80V2A4NaJXqptG55oYx7oVwErnm+mmFmQApVGVq6aE//iR0IXYCQoSNNDQSopRooDApt7GLiI7ixI2G7nBgy1UFKG4U2KoFcgMlqjoHQBSLXkI+Cwuy59Klh0sUkHbYLyaQ0JAo2J752Q8nF7Smb44LNsTW0e5mloJ4cdljtZ9y9dIKl1dOsnn4VyXiN1a3LiHyCmY4QUmLSHqYzoBweY5L0uLhdsD4peezcNc5tTlgb5axt2zQDm/OcsDpwOcv9lKVOykLHFj0dpBKlc0S+DXmBGFVpcjVQpbY4OCCuAYbFEXh/Tz0LCGW7vQlT1fqxzDEZNlZC4mtExeeu6KxNSrKP+DQNfImUaq7BHs+7GkssmqvzgCEh5oPwNyRafFCG0G2Kif/0T/80H/jAB3j22WfRWjMej/nxH/9xPvzhD/O5z32Ot7zlLSwtLaGU4k/+yT/Ju971rn2f447ub5d5YFB9mzq70wgRjLumYWeMO0BUsDner/kOKvfuSTcWf2rT0EHhWA5cqDnxsXEbFYxOkw5CSlfDxukoM+scGcfqkSoNbFYTARK1NLhiCvnEdVaznycOpOqnXXSnx3ap2M4101IwKQsubE1YmxRcG+XBielliqP9jDMLXVb7pzj2wN0svEzQ2zjPYLKBmGxhitxGtZMuur+M7i5ylS4b05JnLk+5Ol7j7MaEcVEympYoKVjspixkiuPDDivdlI4SDFLJQkchiwliumWBnxisi5+TVC69ulM9N5WEItFaqBAhj2tX+HsaupUpQSqwDlk5rVhfQFtR73iuCQcChqkVr0NSoVUagjxu0AghkUlql4c4xRlqa0U8Zw0GYXyaW5QGE3ZsZ4nCDdL77pwHqyH03On+t73tbfydv/N3eNOb3rTjdhsbG/zYj/0Yw+GQv/SX/hJwc3T/rSrerjhI6kpzn3kFoXdjC/njeJbQbtvX2SFQo0zPAYM8GB7WBiEDQcVIX0MISy10x2lj7Piuh0oaTFkfrGTOuqUSq+tkgpAaQ4YQ9nwhBatZ9gACkNJJJMNMMe6mlIv2grJEsdlNuNZJKAod9KFy7eUXugnDbspSL+XkcpfVfsZSN2GpaxlCnpWphGgFrwUgFEHnmSQF5dlMHhCvjFLPBpLR8/dgkJKzHdha02zngUGB5VNnetXXDh0dyG9UBwebMpPaRTtguVdpdqkMcpOY9ochoYvrAfa7HeVG6v49AUKveMUreP/738/b3/52siybu90Xv/hFfviHf5h77733tou270d2ShWbcaxbGB5tFHDwuZ0GiQj07LCtKwjdPJdVXpYWKURhHYJW6lEVFZwBMZpskobRZozvSuM/AKQBLQBNIiVJNrCgVNKtRzDKosZeEfm2Kz7qDqZstGGYDRhkffqDHpupJksEF7dkAEw2xwUb44LLW1OUFDx9ZcRCN+HkUpelTsLxYYelTo+Fzr0kXUcrBabaUJRw5VLO2mSdC1sTro1yLq5PgqOhpKCXKpb6KYvdlOMuKnFikDLMFIuqREzXEdtbVUTYL+jSG9xR4dA4MusBNpmghaI0ppYqEd9TKet58jPdhsIX1QIUij4LictJnK3jEy1S3iGtM77q6SO1LkW+ngizTmxpDAoBQtQXO+cQGBctuGmg0IFTxm7PheHuu+/m7/7dv1v77Mknn+S+++7jv/7X/8rXfu3XXvc57uj+/Ul7zTjLsNN6NlLnwTav962urhzxUluQp2wcVrlaM6lMrUsuJOjGct5cpzzjpJxWrJYotdVHlgFSlWJUYiOHgFYiqDxfZyGMXaU2LSmpilDHUVBRTsGl0ob0qqjWkEk6yLTLcLBKrz8ECiBlbVywObWgzdp2zsakoNSGXqpYHWYs9VNOOADnaH+ZXnqEbk8EJy3XhlGuWdsoOL91jfVxzrNrY7uWRMda6CYMOwmJkix1Epa6ipWuoidK5NoFRL6NnI4sgOZ1b9oJbE+TZHbdc7oeIjBQ1BsDJFK4lGtqxV19Z8oUjShyu854xmlg7TpHLMmq9Sas7R6Qoo5QuueqqdrYx+uOTT0zLkos5xYVrU0j4/S/tg6rT3dsk5uGJd+klLHDlHe84x388T/+x1laWuKP/tE/yhve8AZOnz5Nt9vl6tWrfOYzn+FjH/sYv/iLv8jXfd3X8Q//4T8M+94M3X+ryW6FbXdzjGNbxAMl+60f1DxfDArNk7heZ2D2RzZ5EwyKAauQVopAuPesBgo1bJ46g7Q6jg86tAEg/vswvvAjHMvRAvqVThMYlVT1eaJzCGFBm36qXN1NEwCWhW7CxjhlqV8wLaoxZ4kkU5K+C/Yu9VOO9TMWuylLnYSFTkInEaGgdE3bOOBdNK7dJGmVnRAXe8bVfIrG7Nnv0i+/LsAicPqrFgmVM7/jVO64xIIxzX0bAHoAherHn8cUa0o8U/c6bWMAtF73qsEO2qe0nf6mAS4HDgTfPqBXLDdS9+8JEPpn/+yf8T3f8z38xb/4F/mar/mauQvX7/3e7/GX//JfvmEdBm5lmaHJ7TDZ5oFB/hBttNbWFuIYSuyqJoWwbeib56oBDCYCa3DR4aiTjZQVYATO2LOACdrUrlE5AMG3sS+FABKkcu3e/f6ebllMbFqZK7oppqOK4gkkWQ+jUvq9JXqdIcPFAUe6CccGGddGBWcXumxObbR45JyEUhvOrY25KAXPrI8DsCOdw+Jb9ZbGMC10+PEg0KmlLlkiWeqlDLOEUwvWuTjSUxUQNLmG3FizTkw+wncy8xFoIxwLKcksfdalQ8zQPA0YrcNzF8LWivD3VFItRPZ7agBLLZIPrQvSzLNuzANjbHRXO4egtlYZg3GLoQlwZF1iA8o7Bd6Rndm+AQrNkxveeewFJvfccw9vfetbd2yrvh+5o/tnpemUzMzvFqo10Xtj94mMUCpnJg4YxM57GRv3gBYC5bwMJUBK2xnMH6M5PmEMgqmt3qxbgGZnoApdQDnFAGkiSRJFIusHjNMyjCECmasi1KCQQtmIcbdrU6zGVJG8MsdMx5iyRCiFzLq2OcFkk6MLJ+gkEiV7rPRSeqlifZxzfmPCaFqyPS25tp2zOS64uD6xxUszRZZI0ihtSBvb4t6vF9NCM3GOyEInoZcpjgwzlrspZxa7NjWhl7DQUfSma8jxBnL7KmayjZ6M7TV3uohO3+p9laG7i5ikw8RYsL30WRXuuSqJXUPdepnKCgCMxdeB82nXIgRSKuBMGG3rvUUP1gcatKm8nObzsfMpqtcUpUmUxs4lKYxrXGDZqWHeiLjGRrv+F7IREHDzyev/ptzR+Va+7du+jW/+5m/mP/7H/8iHPvQhPvCBD7C2tgZY/fDyl7+ct771rfzv//2/eeihh3Y93mHr/pspN7OD0UxR6D32KouH6KdvDAq1SSACiSYQ4L6PgIoYDGq+HfF7ZglDll1iaHHG5zj6gSXkmgXI8H637B+BPQIwCXV2S2AJVWnM/viZEgwyFa4llbZl/GI3ZVyUbI6LWkAycwyhXqroJLZUw0o3ZambMMgUvUSGMg2JFJU9LHw3tKR+v3ww1qUn17qhxUFNbEzbB4+9DV4xhEQ7+6Tt+bWAQc00W8/0mgWFqB+vRWZwqei4Td9z10ZHtfnRMn+i1LaZjncNUDUe0/Uwla5LXmCAUJsclu7fEyD01V/91Xzyk5/kYx/7GB/60If46Z/+aZ544glGoxFHjx7lda97He9617v4pm/6JlZWVq5rQLe67KmrWJwryuxL7qMT8f/QYGbsYjDFozBuez3zmf/Lis0TVTbtFew4Xetze9AoMuD3cZ2tVDze6HuPNvt6OD61zOt7WygzpZNlJNkAOd1CTLftIlQkMNkCXWK210AqVD7CqIxBd4F+0uHowhL5Up+X5F1GuWbbtQC+MsrZzks2pyXbecnW1EYdNsf16INykVefatZPFV23ONnogwV/uq5jTFcJ5HgNMRohx+uIMsdMR1BMQ2FO0ek7Z2DBRoi7C+ikwyjXFLmhNGUjAlstND6K4p9izPqqOoeJ6HmYatHw1OAm8whhaz3peAGq5omMItSxNBW6bjznpoL3TsFuEuY9WEeBnd+bQzMGD8wQen7JL/3SLx3ase7o/r3LboEAmNX7zcicEQLp3mcvO6U0GGODAn77ZvDArzVKClLlOrAYXRWZ92lCXp+4NcAyiXJEmVcOQ9NQDPrHgiHj0lC4qLA/vxKCTmnIZEq/vwLTzB4vSW1qdJFb3VrkSJfuhS5Z6gwYLi1zvJ9wapgxKjTXHGNobZyzObU132K97xkwXrzuzxLJkWFmo9DO6VhynWuO9FO6Soa04G45Qm5vIiYbyOkIk7taQalN+6UzQKcddHcJ0xkyVR3GhWFUlAFw8Trc1plz3cCEqwHiWVn+lvo11z8GlwZiVFKtz3770KnSpaElHZt6XNYZZL5wbBvbwUa9LUvAj8LE6St+uzhaLGyahsWcTG1u7SbzHJQbww490I6HN4YDSKfT4Zu/+Zv5/9n79xjbkqs+HP+sqtp7n9On+947M7ZnwL8YgxTFhgQ7mHiwAsSYkQYFyQEGB0EMxnEsQ2KHzFjItgLGBIIh6GssgcH8YU8ShGXkBCLCgIMxBiUwDsKGiCRg8XYCjOPH3Ff3OWfvXVW/P1atqtqP8+hzu+/te6eXdG93n7Mftfeuvarqsz7rs17+8pcDAK5cuYL5fI577rkHRVbZaVs7Sd9/p1juW2VBK0DOrk8/Xxhvnbo2xqTLU4vCl51AIgK7B+gCCiqVnRdx+Px4uSkCfBwvACGiAsNAJN+jALSYEl7kQKlXPCSmSCVAS/xeoQhWEw4qA0WcBrtXaCxah6V1uHtadgT1NQFGK0yMQhV+XpwYlFphYlhXTar6akWgNtMojUx5YV6pztgE3a0y1k8X1MCgwIKK83R03cPY8wvHXcXyEsCun/5HGDlWfp4RdlDfi+Zg0C6+tCss3T0GrQGF1rXp3G6dnYTvP1aVsS/90i/Fl37pl97wSe9UG3uhVm6b/T4mhJdH5aLOTGcfdJyYmABBsjDIt7cBAlC5Q89EIfPSidKeCAbFiHbXBUT6ueeUttbyRFMm5toTB6U92MEXUwAh4kFHXLa4XfLA4yx8vQBUA+VaeF2CmjmUqVBMLuDSXhVKwmtcmhgsrMNnjhpcqy2eDACRLBDk/BJ9kNKVEnm4ULFAXdQGskvQ4jKoXUI1Ryyk18zjAgUAYMrADGKhUF9O4Ys9NKpE3TgsRSy0J9oHxaWBYy435fdx9WSCc5ZdlxqcD3iUdEn6wt8+6x/j4otd6qx8ln4fMnvUSFv7/WHQ70eiIKdmziGvPrG1nUerN9q572e7UfCyD/4r+MTWBMJEsb84TzR/WeTLxLUPzgtDJ6eFewBwHlorZpEqCzKAd6r7vuSipPGgvdRiaScp1pUAoHQFwAd9GkTNOYAjsBTcZ6EVinLGTCBSUM6BlAFMVtLYtVDNUUh9dpiZCaazPSxbh4NSY2kdDhtmjV6vW1xZtjhqOCggLCCx0ihMyxQA2Ct0DALMgibFXhEWHb4FNYegZUgLbrmEOykFhIo1Xpng86fw1T5cMcEiq1ImwRD2+YD2gPNBo0HSf6XyWmB7Uj4WI43BBMAXKm0LINcQ8spkFdqGaYgeCAzUxOQl4t7lwayIfDE0anFRgBgo6o8Btywq3Ldd/D5wq/GggV28eHG0muO5sQnA2Ad21m2/al9gGJzt7LupLRnIklcEBNa8FyNzoTGNuHzu3mdjD0EhYITnE/yXjnpfCMx455F0RJEAELkWZt1oBjO0g1eKKxd25C9U9EfxXFDQBJSaHaAOzMi9QmPZuijeL4Vq5JxRO02x9pAIXJe9io6lJiib5uMyP+YU65TOFvXbemL6uX6QgGyyjzwt0Q4ibAjwrGDo958jMASF5JlLsLQP5m2aY/TXi30waBUInzM8+wHj1NhhMYxNx73lds4QOjE7dtn5cxu3XDNoExg0+kL3IlxECqQCSqzYgedOdPAiI0OlvR+dJOpAC4ciKFXw4iB7mQa5q75X/SbTH4oTRGXgQooUgAgGtY4FSb3ltKjSMrpfG42yOEBVzkDtEn55nbUl6qPIxvHLOdy1JwHn4FsuA6wCGHNxdgFUTvH06UW4yQHaS5dw2DhcWXLVmMtzXiBI7rJQUC9NuELNpYnGBC3U4ac5FayZw127DB+i1N5ZWKV5IC0noKIATQ9YL6KcwukSvprBm4qBIOsxX7pUShhpUaAppQgo6lWoye6jlkEs6DfxMwREqJS8hx8B7lbpQgBhEOKZSpd1BG5XEgjt9ePQr/oL1bxPxvbFz+WE3bSBGF1Ykz4Q23sCA82u4nJ3CiD0X//rf8VP/uRP4o//+I/xH/7Df8Azn/lM/NRP/RQ+93M/9xzMOWXrV1wai6rlfn9QTTKYVyYA9gQEgqCXsC66QYB8ERL9PboFAODZD0JR8IkKutzrVLCK7e0zWW0NQAFB3Jhs02GrwDt4MwEZAaZk/EFkiXryKa3Msw+cTu6Cmd4F14RS7c0CsWKXd0DbQDVLriLmLKA0KlI4CHo9rjqAv3ARC+zh2tJi3npcXVpcr9n3W5/ETS9WBaaFwoVSYa9QmCkLqg+hFtdAS9bp6UwoZQzUBYM/+uKgSqawQeulxbLlIADrwsXHlj3zsLiwogu0SAEGIFTD4Qh3THEgBZczaHo+TVKSpSiBpIDJ5hqeAZ9srlDEVW9iRjifLYwzdqqCRyxn3bsvnXlJ3iZKOik5Q/RmBQNYMH2H/c4aIrSjPZV9/3FAyZz1FmWeR9K0+kfMT5EzjvLvcmCob3HbnPlJw7kUtyfbLwC2a0Eh7zDQosnaqrN1hIwn/WBxLi4sWmQEwBNrgkJnAYEcDBFhafBaQVQGjaJQ0UzGI93xO/11jPhNEXWWubKkb5GzzAzKxy2l4FVP17DPXhIwKAjky2WLZIP8Hu8D8vnvWLXnLIMim7N7j06hoFWSIPH58YnDT42+jU1J877VZ/SMMcRy4DNvR/wePYbyirXrGEuoD8RuAqnG7EQzA3YKBN8ZgNBJ+v5zQOgEbCMY1HtJO/uNLAqS8JzqLMIH+7k+sye9pGOvmjhj68FaMgB4lEj0RT6kjw7MAInqLpoGeZlLXULrAqU2IR+bJUE9POAILszSauehPWCdzcr4TjCZTWFUKl3ME/VD4Oqn4I6uMVizOISbH0JKSpIpoQ4uQc0uoHr6M1FNL+Di7B74/X3UF/diOUkAIdKgYJZXQctD6Cc+CXf1M7Cf/iu01y/DLxdwLVcZU5M9UDWFvngPaG8CdeFu+HIKWx3Al3tw5QwtFOqQGlHXvPhowmLHxQEmUWfzaIeBAzW8MOg4sRDNgOYUAdGEsFmXUJRVOAgPM9cDih9nEd/OoIsU7SDveNEZ+tpAE2Vdv5T9RDxVun5YwMQqZ/FYaTA59QjDUzhl7D/+x/+Ib/7mb8Y/+kf/CL/zO7+D5XIJgFMQfuAHfgC/+Iu/eItbePvbqr67TapYF/zHyjLEUglSKZMtvDNquEyIswmgIq4UCDA4oIky/84mDEJPwjhVUdQ4gckpesqR3ipqwHGBgPxmBNDAtSBnoYkju53zZdFID8Ry68s2TMhVBa0nKMuLKBRBtwseA+ZXgOUh/OHVNAbUiwgOqcke1MV7sH9wF2YHT4OrDuDuuQsNOH1LfGChgInyUPUhBwCevAb7mSfgDq+hPbrK7E8AZAqog7tAkz3ou57BwP/kYvL5HoEBBLSth2tsBN2ECaWJoHU3EBCr4igC2u7CojPJFgBKKlBGtlE4tqIOk4HCd51FHZiN1dfB0CQ6fqnPaIlE93Q1Yvd2IwshbxELGGSLwE737QUEeIP1WkInZrumjN0BeNBTzfePMX02Wm/BTCFql7OMxnrjkAHtR3/vayUO3qlsu+NaPqfjOXwPFAKSBESnrS6l7RMFbTC+7lXgadSEpAxs8pQYOIP5IHXuqYBCVoICCkgFctKuXUBoGOiIgIxrw8FWzEd7P/O10ACwydhBvH0GsGAFONL3ZzkYJH7Ur2Z35SbPKU8fG/SPLYAgoLvm7B5gnJGfwjVpbdhnBg2OA6Rj3Uym/zGNtiBhrNrvdreT9v3ngNAN2joktKN6v27R3Sv3Kmh/JF7kkbecpSPHEraOLnkREfZR3sP5dN48xSAyRHxXc0LQe5lQ8kapTDFX2HLxc/lZGECbAkQerfIwLkWGJXopTlPYNIqA63WILOgKRTHBbHoXT+CrGcziGqwp4K58Gr5p4OZHaA8X8PY61NWr0JMS+sqnofYOoO96BtTsAGZ6AVNdpsHM1kz/P7oMd+0y6if/H9zhVdjD67CLGt46Ps6khJrOoA7ugrn3r8FPL6Cd3QNfzrCgEsvWoV6wPpBQXuWeckqdgDZJcNsoXpSUWnEiiFSNEcFQ6RvxAZnwDFLkN4+o5INnbvngmlL70kLCEAYML96W+w1lg1vqn70FAdBdFPhuFTEiRBqsx4izFYCzF107URNqwvF3PPGm3Gz7/u//frzzne/Et3zLt+C9731v/Pzv/t2/i+///u+/hS27s21tmvAI2ApgCFyORPcQGA+E7rs4WnFQGWjlQLqApWwynvmo3MSvCJAdAe0wUWVNB4LzDqVWKEyV2hbAgliaOADARilMDcF6QqW7VTQjeBIYLQvnYb2LbdSKfeasKFCZErODCZS5DO1aoG3g2hp+fojm6lW4ugVpBTP7P9CzA6hL7PfLu+9DYSpMi0nH96vlIdz1y7BPfhLN9cuwVz4Nu6iz40ygZweAUlCzC3B7d8FNL6KuLmLeelw/bNG6BPxwJJtgFPvXSqk0BiAtbGT8NCG6zQ/CwGsXF2qeFLOOdAmrK66K1jpYJ5p8CRBS4GeiA9NXZeOz7j3fHBCKQtXR/wu7VwHUsI5T9P8jgM6Y9UCezsKGxv3/Oi2hE7Fz33/b+/6T1pUaXTRnvnYMFLrRc/VZQ5tMTtllWyTfmc/1cmbN4DghzbQzNw++uQ8KucAaXXe1ngggDfjkEwQc6lgEg1xcdxhSMITBnJK36z6TNLaFC8wX9/2fI+dNaVY9IGgkjQtYDYwkIAhDMKiP7vWOn9/IVcHZVXacLrcRDMq3zfztGOA5YCsDw/u+wQZgab99N8t2DQTfAYDQSfv+c0DoBmyMstdxgr30q/hxfHHWdOTM0cbjr2FuxHxiUjBKdxYEQPflFecoEdzoi8PnDqHsoge8ykTm5Kdcco4e2wbKO0xIwWsFmKRv45EWA8LeqZ3o7Yjj5MHuqiZMzBT7l56F0tVQe3fBPOM69OVPcLT4yqc5shtSyQDAtw3c9cvw9QJ0eI3TvITB0nAqmFscwsdKMVMYrWEuaZApQHsXoGYH0Hffx2los3vgqgNcazzmtcOybeOiCUgLmDy3WRNQaBqPNFhOEcufmyxa4sJKoq4hYitpfz57VjK4RHHq+FwF5Os64k66n7PDvhMHNp+AnkE/XBGGC4sCqdARN8lAoZtuOw8MJ9+Um20f+9jH8OVf/uWDzy9evIjLly/f/AY9Ra1fbtyP+H35vpuOM4w8AogBg7igzxmaAKCDH/EmsEMUtNYAhhNRmRhLqlEEacLfAAMfLuwqrVAmpBcrDWSR0E502LUoALAakCgkSxs1nC4YVLcergnAUOtCaWIHRYSjQqMyhLoqsL9/L0pTcmDAFHBXPwOq/h/8/BCubUBKcZDg+uUkSl1OuAqY0qxHZy3s4ojZpUdX4ZdzkFLQkxJmbwIqJ9AX74E6uAvqGc+Cm16EvXAfjizh8lGLRetxWNvYvkIpTAsFrYFJEDmtNOvDsTZQ7kiIF1MS6wnpv9BlV4sjVKWsW4fGAW1gIuXjjYfvsK86qRRe4s7ZYjSOO1nfCYGIaIqr88AHjTrVdYNxnCds5VO5GeH8t8L/78oQugPs3Pd3bSswJg9QZaAQMNQBGl3ojoD/+TbHBTqPC0j1WUKj72gfFPIYpHyOnTNPa/KgOJfGGEsIaY0S1yoh2DmaOREBoMSQ74DHYwwgIGkW5Z+PMYJ6QBD88BrTvBnbAUGdnbtz5D47KH1+ss5oFRg0SPvewlamrmfH3dSWG728k2WH7hgMuNnA1SnYSfv+c0DotKwXHc4FxYbbZjSLsC+QXvCtqG0BvScAcOz4u9GELJKtshLk2Px2CxgkDJZ8QttJI3IWIl0NiONlZ+11GXQNHGrLHCjnAQvW3bHWh0ERaEN59qkpMDt4Bnw1gzIldD2HPrjEE/x60RHbJFPGAcNb210OBT0grhA2SYKepgSVE6iDS/DFFHbvLrhqH7WZYl47XG+SYKg8PyLAEEeIJRWsCtUPouDduuclAJDcxziADTU8+tbP/00Lgu73/YVB92H2Bt/+AJcvRuM2m533WBWFbSMYJ2W7UkfvhJXEfffdhz/6oz/Cs5/97M7n/+2//Td83ud93q1p1B1u/cnZKjBo5btBClH7IQeCaHzi3Z9Ex+oy2fYEMBAwYrlYKByD8KL9I1FpFhhN76VHYMcEBurohN27LnAlLEi5L6aEVgaTcgYiQuMAD4daEYuMOh4HjmABaBwp3u/S5CIAQNsWupoCpoCfH0Jl6WNkuPpXDAAE3++tTfeqKIAJjyESSKByAqqmUBfuhtq/xL5/ehFHlnDUOK4c1jgsWgfnPYqwJuKqmcnvF3bJYFBbp2eSiT/HKjRqZKpF3aIAvufL5U4TGJxTCMyjAAYp23T6CfXHj3zx1TfnAOr2HfTGoH4kvW/9RaUCjQ8V2eL7tFKGd9UQOiu+/xWveAVe9apXjU7uN9lT0fcfN22sPy/IfSdlc+8cGFppq8CXeLLdmdDCYJG53Fia1foD9OZdOXAg7L0A93hK1QP5XOlkHRAl3BMv73fQvJH5ZZQJ6AetYxCjm4LaYbn2f+ZjYDYvJnLwMB1QyOdB1C2AIL6HPTAkB6X6QNDI/BjAVuygTcyg41gHDBoBguJ2I3MCeT/G2DwDJs8NMGZuGTvoKW4n7fuPDQi95CUvwd/7e38P3/M939P5/Mknn8RDDz2EX/3VXz12I25HW9vxR6iKzMLpgkI52wY5xbK/SIdMyhwANXBUHTAhLAoEpe+nl/HheZJKumCtHRWYPDHCJwsDwak4kskR4iI/UDxndPSyGMhp6sFha13AlHuYmgqVMVi2DoeNQ+2ApQcayyXlNREOGwZZJlqh1PuY7h/wJPyzFFS7BDVzUFtHbSOyNTv3PoIeAClSYdAI6WS+qODMhMWhgy7QvHGoa4/FUYPWeSxbB+t9SAEjlAXrAkllmpkhFsQ+uj56vSIYGivD6GJ437K/Jd+ZAtWURcCzyDBluhDwoFycOnsmcTAaW1iuAp1GQKm8nOnKdJisj+cLg7jw7Z8/P8RJLxB2ZQidkUXBjdirX/1qfMd3fAfe/e53g4jwl3/5l3j88cfx+te/Hm9+85tP5Bznvn8LG/H9QNf3eyLEcuKxulSXaUeElH5JLoHyoRy5RwbGx/fcAz4B0jEtVf4OfqjQRWAROTTEoL0AEv2UJwKCTplci8qAC9Hq0QxYuCXQLKCaeUrV9Y7ZMdqAyhmm1T6KyT7mLUWx40ITFqE62DL8ZCBeYaIvYu/pd6HwLejeQ6hmwT7X1oBdDb5T72e8R1oHX1wCuoCt9tEWUxy1HkvrcdiwUPQiVMUpNEETFyYoNYXKlIQpGtAiiFPbGgh6RDChGlkxBYoJvJrCK4PGYwD68CPvagWJ/obzNHgewkiNWnRSsSy/xr4fp0wLpL9YjNtQtm/GaiPNbewzA0Z8P7Ada+HUQKFdGUJnZAFz5coVPPDAA/icz/kcvPKVr8QrXvEKPPOZz9xq35vh++806wuf76RLhO68yI/M6zYBQ/n5+qk9OTC0kw0uxMUgH6890vsvoMGYwDaQpczm4EL/PRcwKKwDorxExnAlYbj2wI1+ZgW0DgGMAKxDmE65j6Po3zYBQcAaZowAWeHedO/hOCgU7+gWnaUj6XAM24YVNADStjzugL11zHnzWHfeFgw6cf+/67z/BgCws2In7fuPDQj92q/9Gn7v934Pv/M7v4Of/umfxmw2AwDUdY1f//VfP3YDbkcb7fidhfR4+cEx60eVAfQE0AJlM+TysvPsvVCjkcERpF62dexEleeyv1preJWqj/QplR4EkIbLKgUAmbYNAYZpSUFktA2le2uuTCPNUga+PoTXJaaTA0yKaQKGlEPtPJYtYdk6XFvaoKXDZyuUglZApTVKQyj1Hgo1w3TCYqZTk1H3s0oEEqW1qgiCpsz6WViP5dKjcU1MXZDzCQAkpTCnBacHTA0DQXuFgmoWUNevMjAlVXJCyp4PpZRlsuGN4cWHKrp9gtK9zh+pVgTlkzZE/kwUPMg13TQS+ZctEHkQzT8DAJ3YXb3+0xlUkS1g80XBGgea9/POwsD7Yw1WN2Q7DwxnY1FwI/bGN74Rzjl85Vd+JY6OjvDlX/7lqKoK3/md34l/8k/+yYmc49z3J1s1Bqzy/Qys+MiiiBoNCP7e9bYPE28lC3p0AdrBYl4sLIzzAgCp8lkLCoCSVhoTXaLUNNBEE1ckCwQOZiArc55aKj6qlAk8wIuBNojnB/0cUhretvDtEsbW2C/2UO2l46tCAAEAAElEQVRVWAYgvglpxDYMXdYB15YO1wlQCwsioFAzaL0PU6Q03VJ3KzcKCBZBEaUjIGOdj+LQjaTKLQG7aGKKtVzatFCYkQo6cITKECaaWKS6OQLNr/DPeg7YBlLwAN4BRQJ+vDJJlDrcPyIRfwYKBRARStW9oXLP5ZnEIIANY2qPhQUgBh8GKRSxX7ihryOKFXkcaGU/FGbASi2g8HOrVJbTsF0BoTNi/+k//Sd88pOfxE/91E/h3/27f4fv+Z7vwQMPPIBXvepV+Af/4B+gKIqV+94M33+zbK2OUM/33ZC4dDiOpFP1QaFtbKiTJX62x7pDd7wY6InKPC8DW/rAUNw2/BywmAbMoJEbIgEDoiEwFI6nMExd67OUbGhbmuP17oGAQRljlLUzbQKFAlDUua4QqI5MJg1Idd1BOlQ2zx0Lvo/drz7ThtuxBmwBhuddY7n2U/5Z3g5pyzrLv14JBm0BXK3qz2uLIOURqbG2nSLLc1fbtbrwncBmOmnfv1PK2K/8yq/gNa95Db7kS74E//k//+cBXelOtk2d6DhgUEoN4xdMKmPl+1nv06RMgKHsXKPti84O3UWycwAc6064NuQV+whkdIofis8IjteBFw6NTZpAga/EZS21gjEVlGjV2AZeD6MD5Fp4tYR3Lbw+xLSaYWIq7BVcwv2ocaidwrxhttC1usVR47BsGzTOwzkPFSfpGgelxn5pMCsZtCmVhtEm6l9YCzSNx7JtUFuPK0sGgK7XFovWobUOSjEANDEKlVaYVBwRnoWo8F4AhCpyXAXn2nWOUrcLoG26FNhsMg5dxFLFLRTq1nV0gST6axS6IqDhWINilPI8ZZuMkgsgiX50QEYVy4gO+knWj/LoinwjAz98EDANC4LOMYjiJCLxBroLg/75+u040fKTdwDqv4sREf7lv/yX+M7v/E780R/9Ea5fv47P//zPx0/+5E/icz/3c/HEE0+cyHmeyr5/peXBgDW+vw/85pPYqOeW+QYvFWFkopzZGAspaoahzoR90/tA3sHbNrzTBgjVwaJ36E0QPSloUlxqnSiNTz5NfH0QOFYElOLv7CSdU4ApUqFsvYfyDlgegoopSm2wX05jha3WJYBo3nrU1uGosRG0l+ustEKhCbOSffRE6wDe8MI56JOirj1q22JhHerW43rdRjAIQAT99wrN/t9QOB6zcSZGQXnLrKe65sIAtu6Wj1ean1Fgnnpd8k8zgSON1rqeXh4jQgUl4WnVLpNfzyb3o2L/Mp722Qk9EEyqVcYFL/X07Ub6Ug5EZb2tA2TmCw3x/YQwPGEEFOrZqSwqdgaEzs6i4OlPfzoeeeQRPPLII/joRz+KRx99FN/8zd+M/f19vPzlL8c//af/FH/9r//1wX43y/efZRNQaNCt8vdk3SI6/L6qb65laQy2zYChEQbHKnBoEzC0k40wu3myF64DEnAcL4DQ9wWjwtZ9MEoqGgo4FMAgGQt82yTfGVJ/AQAqgOq6CPtSNqellKoVgrx+TQAmt5XVw/K/+/drHRBE4/eKzzWyea8to4dcx7jJ+9yG+e0oeLbmmJ3fbwAguWXsIGD3ef8dsFY4ad+/EyD0WZ/1Wfj1X/91vPKVr8Tf+Tt/B+973/vw3Oc+d5dD3VG2khYafkpVkI62i0z85D3FEJHPJ1k+Q/AHpWdDdFcHB5ucPfh8upuSFqMjHgBsd+AUpyI6CGGi7YHB5FYizIXyqMo9KKXhSHFKly7hZVDIxFCZycNMIigDZSqU2mBWzuBMheu1w7JVOGg0DmuHJxcNjhqLo8YymyeIUjsv9H6DiVGYGAXdUrxUaeu84YXFlWWLZWtDOlgqEbxXaNw1LTArNfYLZgXNCoUCDqq+zouBdpkiHgLEiFiopKSFdASvC/hyL6akNTaPgIeUMMVPx4eZDMWIyrC0NPev9NzyzzvPNR8wlWEgz433E/6dIhC0qv9J/+x0bxmkQnSpDwoh67ObxoA7Aam/VbZcLvGWt7wFH/jAB2Jk4Gu+5mvw6KOP4mu/9muhtcbDDz98Yuc79/2r+2uuKZD73kF0Mh6IRiOy3coyHqLhkC/YvXed6pAEQAd/ZnQJogD4KwOfVTTkjRPbFN4lpkkmPB/1hkKxAgr+uc3EjlMbOd1XmwKqZJo/2Sn7/xEmo/hQXR/xAYLv1CGFd39ygEaVuFY7HDYE61iA+qixWFoXgwKVVjioDPYK/lkIuBIitdZ7LFsOLFyvbRw/8qDCfmkwMcCsVNgrFC6UChNNUIsroCWnp0V/nz9rbRj8CvdTWDY+CwI4U2VBgPRsVRhzjCIUBFCzADVH6X5lC0p5BlC9FMGc/dPz+y6kgrc29ZFUqZJLQ3eKEqxxv/0FTqpIkyLJOSjUt5OuHPVUsL/6q7/CBz7wAXzgAx+A1hp//+//ffze7/0ePv/zPx//5t/8m+jPb7bvPzM2woYAVpIaNh6rw8TZIs1rtD2DxqhxYCj7HlgxlmTnzTV+1mwWz7MKqOqkyMkvpJCnkQmYPDaXA9K8VXxJnN+NnVBYGzJPjr/b9E+sAwqFn6TYx2a+NRZfETAoFs/pAtndkvY9MEhYQb6XKtVjjg36WJ9xiS5+IuN9555nv6+qyNW3MeHyYdW13pnGDpYBnGPfbTzmGjtz/vwpCAidlu8/NiAkk9WqqvCe97wH3//934+v+qqvwhve8IZjn/xOsrF0rzGHMCr0K8dYcWw5Tp8SKZoE4qClEpXy4Kildyw5hPGIxgBg6DtIcYw+LGjE4SIVT4nH8lzi3joP0mUIcxjWjrAtfL/KVf7P1rzoUIYj2KbEQXWAidEg4omzVsBRo3BlQd0Ib9CgkDSvdaYVV4cB0vMoNC8EDkqDg0pjahQOSgaWTH0dEM0KiXTn984IPV/AoDB5N0GnyFRwpGFtd1EweL6h7RRyqwelpWW7cN743IDOoBUHqzBgujCw97UrHCgTLRw2aoz62rFedKEPCo3uchMWBjtTR89QlPi49uY3vxk/+ZM/iQceeAC/+Zu/iZe97GV45StfiQ9/+MP4//6//w8ve9nLgl7Mjdu5719to1Fl9Pw+sDICKe+c3OP+QrwLBvmgM5PeayKKq35FBCVVDL0anIvbkwE0wjoUTRrvWK/IG8B7npg7A11wGqwODem/aSw+raFMxfppZsKMUIkUhzQCSDDANXzupmWdumYJmALOtSirfewVISXRejhvor5Qc0z1YB3vaRgjFCLDdK9ghuleCABMyYLm11gbqFkEVlNYTEkqsGgQ5WCNyhYvGSjjvDzXlCamkMShY4q1pFhkukCkTNCQUvxRGG9GI8DZ+COpaQyKpT4SK1XGfpKlBsthsFq3ZCy6vI3vX3Wsk4wW7ywqfUZcf9M0+Pmf/3k8+uij+OVf/mV84Rd+If7Fv/gX+KZv+iZcuHABAPBzP/dz+Mf/+B/Hif7N9P1nzjYwetbv2wXl07FS+hiQ+ujaecuq+Ubm5wepZOv26y3i+yk/GQ67kw1BKgaFOgBV9j7nc8FjCSXHCIhi/+h99FFQHEjtMiwVcgF+bwrkwvy5FidOEgwaew4rAMexS8z93tjd6fjWNbdvlcDzxqpnx7UdmEFbpc2tADy7xzkFdpCc+ykGCJ2W7z82INQvp/dd3/VdeO5zn4tXvOIVxz75nWoSzR1TtB/QvL1DVO0HOkJyHRZHsCTg200xsz44QXg0LkgR6ILPq9zovEecjfeqG8XNq3eF45Oz0KRhRI5GKpRlJmXlWwJIVYCqoMKkXgvFPFTionbBE24RCG2WSf9BGWhTwJgJqskB/HSKxV6FZeswb0O5ep+VgSeu+iWCy1olpqlMjGeFgvW6Wz4+7MepYoQ9Q6BmDnV0JbRv2RWKDiLRvtjjSHAxCZ+VEXzJByfvPJxP916TDAoUU+1kYaDgOznX/dLSSUhPxSiKW+GoZbAU5pbNdCE4GpQWBKv6V7+i2WjfkfPJFZHUrxguNICbAArlffdY+52RVcEO9r73vQ///t//e7z0pS/F//yf/xNf+IVfiLZt8T/+x/843gRuCzv3/eujY/lXfd/fEXjOIpB5GWABJvvljvMgg4BBkrIbFwjCRwrORxOgdLWaii5MRCCVI88BouC3CGCQnuqgq1aCNMEqiv1B/F1jPRr4wGLVDEahACmC1kAxYUaMqg9B9RGfp57DLw7hmyZGivXsAL6cYW92NyaTC5julzhsNC5MNOu/NS7ep4lRMBooA+PHaJIlDqwDSuUwNZwS1riUdlZoQqkDCGQIFwpALa9CHX4aqp7DH12BbxoOZJgCanYBIAVX7MGXU/jqAFYVqAPYHwF0Hm55rA8fsY9PQB8Rp6WRs8xAsllxBPH9SiX9DADQXRCqP7mWfuCy/iFgkPQTIkCFRa6wUvN+Jm1cGYB2vcjyin6c+uruC9dj2y5+H8BZQYQ+67M+C845fOM3fiN+67d+C89//vMH23zFV3wFLl26FP++mb7/ZtqJzhNEj2YlcOM7oBB/1gNItrUxtGYEGOrs0p/D9ZgqfbbS1o9VcuhWfe3dABSKc/0eyNuveDYGGHPRA2GWKsAnMfv4XdDCo0LOmxVZyee3WkemfQSDQjGY6P8yMEhsFRiU1jYjYNAWQMYutg0jaBV7h7/rtesEwaCNQdMczDvGcc/t5tlp+f5jA0J/+qd/iqc//emdzx566CE85znPwW//9m/v3JDb2caQz06agAhr9qj7wvjIUfnO9wIkIQ0KmpiFowjwI0wO53kCaj0DEnweNQ4IkYIOE1OhRLKekOsNihzhVYrFQy3xhDo/tzCVPIDGcen4FKlMYtU8aS8wLSuU00vQi6ug+ggK14DGwddzoL3G5YO1hikngKmgyyn2zASXTAUUZRos8jZ6mxynOCmVafoA8KTjgBDT1pZz1oWo+adfHsXohQ8l670u4cs9uGIKP72IhgyOGoemAdoggC0mwJQIhnJaGj+JnAEgAxcLRfd0iHI9IGVS1bKQBjZG6ZXeI8+9wyCIvWhNFCV816k0s87yASYM5hTyq/t9eZOdyATQ+9sa3NnF/u///b94wQteAAD4m3/zb6KqKjz88MOnsiA49/3j1vf/nXeqV3KXd0jCnjIB7zAzfIicxvVFttiWSS4RlPfxpZdUJCCARkHzrQ/aIJxHKwNTFFCiT2Rr9pMuVe4S1mMs9essCDUKUjAS+QWiPxLB5mU7FIkmYgHoUhP2iz1MD/ahtYEyh+zq1BH8/BC+reGuXQZVC2jXgpbXMKsOsFfu4e4L+2hd0rEjJFDdBLYNMgAfmuAnDNZzIMBHrSYT9itczUGAK9dAy0NgcQ1uOYevF3xfywnUdAY3YZDKze5BTQZXlw61bbC0XUFuqQRWaoppYaIPB2TR6jZFq3lnndgJEoCQypQh8GB1xTp+rUfu/aXvyDvvwyKOj8eirx6pYhmF/iL3r89aJmlH7OBICykgW1wN+/HYPGbVAv9EgwO3ue//kR/5EbzsZS/DZDJZuc2lS5fwp3/6p/Hvm+n7z6TdCEtohY2V7u5uwN/F9KyxdLA+A0naKvv3zte3XaqVjbVxtL1j1xrbvBoUAjYHCeP5hNnoHbwuw5wwtMmOAFVESXJB9g9zXeTMoAwMz8Xvc12jzpw2l17oAEOZH1tjSZdt/T1fl5nQ/2odCJS26bUv36cHGK61Psi56djHtTMCBJF3m0GuFfvdrnZavv/YgNDnfM7njH7+BV/wBfiCL/iCG2rMnWD580j59j3a34qHFgGkGO7rdnQBkHRggECx8PAqZfvIVMnAmnxbTYByHkYpKF1BKQu4jMoZTxxAlxDBHLghUvCKaZy19WhDSpcIg1rvUbchch2YPFPDWg375T4m1QG8KUH1nFMd2gX84VX45QJufhhOocM/BSpKkCnCYsUMHbfKWui6ji8fFHzbAG0do9Muq4gDpUHTGaicwlUzXgxML0Zti0XbYt76uECRayuUQmUYACrCYmBiVAJ9gHD+sQ4QgDtddu99GAjbMOdtrBulyUrFH5n4K575D6j0fTBqVT9bJ543MD+cTIxudposoZ2po7fvQsJai7JM/cUYg/39/VM511Pd92/qtwPf73tgUH9RkL0zvE9vwZ0fVBkQqehT+imoOSAEdNOJ2z6biABlPWvYaIOiNCBXwZsmpJmldnZKmCMcxDUsDC3nVoZ167RBHXyhsEUXjYsl5QvNjJ5lqzFtHA6qu4Lvr7ha4/QQytbslwGgXUJ5x6lkSkOZEgUpTFSatvSjvaNVYkihzKPQ+X4hXUsqd3kAVE2hpjNAF3DVDNZM4Pbugiv3cGVpMW9aXG/c6LURBXAvAEOVQihLbztti/5Vl5xuFnz+4N4rDWcqHmdax2Or7y6CBHDSEG26APZkfSFfwuVVyyIrVZ6tdJBVqWl9W7GQHGRA3Ax26C6HPyO+/5u/+ZuPvc/N9P1n3c5i9SMAQz++bn6S+yb0gKEeYykyhnr9twP8CEtoDSjUOf4aUAgYygsIEOJljklZ+pky8AYsFyHBZu9C9dvsPmTjC6eD0TgQlKeJuS3SxHIwqAMMZXPEnFWYrxn6Y174bDAWbrCxtWDHVgFB+Xf9APdxLR+ntznGMeb7Z8ac240hujOr9Nbbafn+nUSlzy3ZxkFoQEnM2SrDRffoQiLbV15qiRoDI2OO/I1MawLDNAMbJoZMC/XQSkHrCmQyB5Yjy7lz7VW4ouDAq2IKrRWsI65CRh6tQ4eurxVQtxpLo1A7j0or7Fd3oZreBV9dATULqGoGapbwi+vwywV8vYBvD4dOXGmQKUCm5BS3oowpVQCigF0EfdqQBiCLjuw4qpyAqgloMoM3E/hqBltM4YPI6VHjsKgtV0KzPgpcyzXthfNqQowSV4ZL1AsbSdIB+kKgAqrxzZT+wQ/UhjS3foW3yHb2iBFfAYJkcJT2DLpgiPCu7GdIk4JBHxcadtY/OubdyqoVp2m7Rgp2W0mcDfPe41u/9VtRVRUAYLFY4Nu+7dtiSXixn/3Zn70VzbvjbW2lx/67JZPJ/hjQOWAPPAoTbakEqcI/wzSO7n6xAYqrgvUiAAISEREsABfGhyYwhpQxXYFVORwCeOxtCAoE/y9i1KQAbVAUUyhTBRaOQ+sI3ig0zsE6Zg7JoqK2Co3znLY1fRrKfQXdLlIqsW3gbZ3AmrYFLa/DOxcZtx0bqaQIIG2bg/1h+1jRRvxwUcHvJf03FBO4YooWin3/UTvw/ZIaWyiFQimUoTLZNBYkmLNGXkjLi6XhM62hsfSH/JnZhtPSrE9FCfgOU2QGJbZUAHoyX9gRn479ZcT3xz6UpZDkC7asPwC9MWPLgMDg+ZwQILOzhtBtbOe+/5gWmT89lspY2tgWtpYlNNh4hDU02KYbMBjo/WRtGxejzoAfOd4IKJQfu3PukUCFwEGSnbAynTSbE3pl+Bg5M8i59VqmK+fEWVn5HhDUaQd6aWJhrTKaIrYKCBgBgXbJed3ICtoGCALWg0FjbcXIfGLMtgKGRo63bV+/2bYrO/SMBAN2sdPy/eeA0CnZ5vL0x2Bg5Ah+AIXYuYIXC7KdgDOU0nY8PDylssaDQ4fIigue1mWAAgAo0uzgRGdI5KS940luFtX22oGUgTEVR589U+idZ5aMJo8mtJG1DjxqCwAOqgGsJkynl6DMgq/LLEHKQJULuMOroLaAq0O5X0GFlQ6/2w7KTyqbxEr6l7MMBuULCqVA5QRkSqjZAWAqZgSZCfyEo9cLGNStlEFm5lMOBCkS7SKC0cwMKoNGhbJNiBDXWSQ2DJQmIbx5BETuD3xXSFZ+z92xj8hMuO4IDK1KFAw3pU8d7XaKzjG755LIFLoTj7NguzKEbmPr6/e8/OUvv0UtObeVllDb8LcaLtLX9VvvkC/SMTaBzMcbpaGUgQMCYwSA43Ggr/sm6WW+N8vuM0mZ/ah53m4ZTI+ptzIeqQaaFEpt4D2hcnyu/dKEqo6BPeQ4ULC0gPUO3hNK7VHqEuVkAl0sQbYB1UfwtoFqjoC2CSweC9/UXZ073QN5AHj5Xnx/IwGAJgYOPAAyQRuu4Apn/JN/bwLLqbbMBGodt915z3o7GgAYDJoYFX2+pI1R0yQwSNKynYOoS3tlIpu2o0MEjLK9UuCH4jZEKQggYBALUydQkWRhk03yVwLn2QJgsLjIgKEICp0V25UhdBsHA+5k3781o6zHnlk1nx70+RwU6u2zbdrY8PMe0LSyzWOIRg/cPwYwNdY2n68LBLzN2j0KHMRxhvcRsIvvHTYDJAIKKQCe4MEM/jyonF95t0pixkqkVBDFewB+WBgFQIcVO9AMysGgXI5hDAwaYQd17k+PHbSymvTIx1uDQWNA0Mj2W510V9t2LbqDnWpweNd5/228Vjgt338OCJ2m9aK2uQOMOi2+J8A7kuIzGBx8Nq3v071llzDhJKVZM0DGPg/0Y5ExtWzsOPBBc4K1f5R3PF7J9WVlcgWoIVtjr5xhYjRKTdgrPJatYv2DwHaRc7ow6W6cZd2d2sGoApPJ03iC7VsWnr5wHdQuoYPOD2zO8NFMvSfF1QnyyEQYFKgNaQ7tsrMflIErp/BmgjYAQdZMUFsWsLZLj9q1sC6JNGsiTAvCFAqKkh5FqRUKBUwLxeWP6yPWJmoWnfvEzwWpZLEu0XrAWt8RgO5bpMimhwMAMUWg0PyT9TRCdZyxyNSmycaI85YotpTA5ip2PivVur1zPbX0gZ0Hhtt3UfDoo4/e6iac2wrrTMqpGwQYRFqVBrzKIpo0/u7mAJB3Q12EQNcHNTCmgtaaK1BSEtjvT6y992hCkC3XfRMrFIPdVQA8Cl2E60rAQ9ShsTUmxR6qskJlFFqXQPQ2VN2SggDW8fnmIe1KCgKUSqHUU0wne7HaI9VHoOU19uPtAnmFGtGcgFJwUqJYfH+bizVbZhgpBZgKvqhgy334cgpXHaCBwmHjUDcey3kbGTmd50Qc3JgVvAApou9nEGhiFLRrQIvrHATIqpSBOK3OK8Ml6a0PekshrS/cc1nc6LDgEYanpmFasPh9TQTtQsGGrFpc7BNZ9J2oy0RI40JW8nnLvgqkRc1W0enTsl0BoXPf/9SyHMy5kUVqDrysAprE+nOSUTDGYxUotA6gGmQXjLWNQioXgDh7XDVP8r3tMmAonr8DGlO3HRR8w8i1x7vS2z8PgnowZuO9665LMhMmfP53BwwS3z9SKGeQtpu3KQeD+iDVCluLj63pBzuxgvK2jvy9tp3HAZaOwzbKjn2r/P9TUUPotHz/OSB0A7YR9ezRNPMJlust/G2IOvK4kKXkrDtFBsQMqn8AQKBOssYDT1yZZUKdRUHueKP2BNIYpcClhq3zKIPWUKwe0CzgZXIoTrhxUK6FUgb7ygBawxemExFtAsAimkO19VhajzkcvE9VyTjqOsGkmqLcCylYtuGqLLkjGqGYAtlAEaKmubC3CNc1UKx30XrUS4d6XqO1nFLRb0sO/JiwUCpUJgztLKhpU0qFlLoEujnSpuSItC7ReE4HG9X6QJr8a5KBMJsEZAsDrULlGtsOrjXeJ5kc9BkKvX7WXxDkKQ3We1AAhkiAoc5E6xYtDPrsr23tNl4UnNsZtd6kqpv+6QdskPx9yhfbg8Nm1Pf4u6RuBROmJlpevBe6hDEqgbqxnhliFULrgTr4HwFCHHxkmepsvaKLipcLxSQxH70PejQW1NYAKUxDdUQow/5fF3CksWgdaucxb+Snx6J1kUVUKIVCEw5Kg8oQLpRTVHszTKYXOTjQLOI4F8sRm4qBFkqpY8KWIZsxdWQ/w4UJbLGHeetwfe6wsA2uLx2W1naqkVVaY1ow82camEATwwCQapfsa20NtA5YtildAUjjcaiW4zX7fWYe5WAZ328AoQgBO3UKAQcJygDJVXf0MpyLlcokNbk7PirWKfKOF22dhU+vv43MUwb9FV328Da+/1R1hJzFbojQud02tkW6Ss4Siv1tDCAZZfis77v5OfL2rGVKb/osP2cfFNpgg0qD+fuVsfkAjLOFem0ZlqQPByCFXEA+rmloKOjNMcPAH/QeWfgyjTkxppFA8NzHdNYmnSOk+W78G8EPSkBCgtQ9MGjl4j9LVeszgcaYvDszXTaBQcdhBcUDZfd9Z0ZZ73qOeZzbGVQ5t6GdA0KnbSNoeL88OcCTLGEKeaKgwTJE4uNhY2TWARSqruSixeFvKV1LxIKXfDIFGSLyNsVytUhRDhuC1c55OCIADlopFOWMj6/LgaYQeQdqloCfMysni1YWAtoEjQa7t49l63C9dlhYj6OGo6aLTG9CygtXhpk3HLEuOhiGiKw6NB0GktDqNakwkU0LBlsD1lvUtoV1rAthHesdaWLwqVAKVUUoFWG/1JgaQmGXrHWxmKcJePa8vUSpJcKgwoQ8fC5AlCMdI+f9tAElQFxWpUaAqbHIA3nHC5K8X4xNPGKbTKdfjU3Ux8CgvH0dYIjA2hFb2mksDrzzKVXkeHueaDvO7alhq9MTUt/uAEHIAPfOe8QTXY/0PoFWaOIozQAAAO/DAkcbFiPO9ckQIssOIL9MJdA7B6PAVtGwnpmgjazr4WF9b8Hhk1h0oStoCiCDVGsMqVEi0KzabuoSlIY3JYpyBl/uYbk3w7xxUCAoImbLWI+jpoUm1hyqjEJtDUrtMCsMjCpQTFk8UQSzGwfUC8eVLb2NgstEzDYq1ASlnkIXFBk21oOLHhw2qJ3H9aXDUWNx1KSKkZVR2NcG00LhQqmwVyjMqOGqZIfXGGRqmyxyTgmgEjFUXXUEUr2p0IZ22xB4CY8CGgncZ7ZRqljGoE+T7ucYa7jDEgM8ssVMHJf4mffTk1WvvznXXajli7R+f9WK++upikZvMO/cbl78PBhwZm2XtDHgGKDQyvOuBwE6c6YxUGjb1DHZPjvXNu1Ze7j+OgFZYMK7FGTOmUC9Rf2ovpAcg/wAGBK9yHwdkY9xY4Hm3KfI2cYIsSr+HUBxeDhQDI4OqvQKGNQDxfv3ua9btJIZtCMQ1Om368Cg4wJB+Tw+/L0qtffYbPnOenPkmGcV/OmvdY6z37l17BwQ2tE2OYj+YLYODNrm+IPxRUAjgCngEckfi0h4wNtEFe8chh2KimAR60l4D9YT6hwmLBKcBymCUgXv5x3ggpCcrRmECqwlaheAzWjs4nyLCr6ZAN5hWkxhCw0EIVLnCYuWJ+w23KildSgaQqEpRpC5uZxrLNoONos6iInop1YY7CNi113RawLAjK3SMBg0LRT2SwVVH0HNrzAgVM/TQCQTbqW5TLAygCp4gaDLyGLKJ+NyfbkuUKyYQBgXC3VuwPxZ3UnkIXejwT6LACMO2nQsBnVe5Sae/jQjwNvYOUPo3M6I9aOm6fduX+u/Rzw2+M7fYgSwxGcQRibXcgqQAPI6WzjkE0UJEIyBxM5C6wKkiyxCy35fSbA5MhXTNVgPkC6SPo0zANXMDgo+MVbuEt03paFMwaXlbYNSGVDBbBkHwl4RQImQQmY9a7XVluPEihioF1DHAR2GaWM9lja9/1zxUXXKwOf7WudRx5S2bgBCqoZNC4WpIewVCnvaQx1eAdWHUItrXP2srWNhA4S0Ne9d9PUwZaiaU8RKkaLnp8K/EA0CkHy9MFALRcyIzVPB5NmFn4mFlqcoZiN39P9dMGjA+kTX+l4xBzF9xmaQX7fx/6c2RuzMEDr3/U8Zy8AbYJzdcBymRQSGsAYUyubkoxUQ4x/rQapV5z7OdrmqZKedefvXLK55VgyInl2/veJPBAyKwBAQ05ETIDQMMuYmwLgPwUY1wp4ihI9cxgwaYwWtWvjvCAaNAVfHthWgG9DtJ4O0tvykq4CgTTbCCO00ZYfjjrbzZlkedDrufufWsXNAaAfbxhn3waC+ZXPAQVWouF8WwRtjFGlJMUAAdnLEOR9gImMoc5C5Awql2wtdwCgDTYQ2tE+cupgL6H7juDIZQCBoKNLQmmDKPabRkwLqOShoCrnrl7lSWL3gc5YTUDmBObgbrprhYHYPZtMDlJowb5mZs2gdrtdtEHF2WGQ4SB7plXsEIAJIHV0m8ES78zd1hbY1pYXAXqHDP4WpUbhYKRR2CXX5CajldeDwSfj5IWxY6JApQaaAOrgEX0z52nUBN7kArwu0UJF9BQv4IEyRU2QVAFAWCclYQcrbVG1nbFHXjxKQito+Y8wgT9RhLEh/iuwEZGMO8SJU+mDeb1OfCCKrx7QTXxycQUDo2c9+Nv78z/+889lb3/pWvPGNbzy1c57b6dvWE/INQQCVvfNxn/BzXEhTfL8GGWYLeYwvbgYpxbYeAMpEnD6llcHEVPDGoNQUgeo+ICVmI1hPICqhDWCKKadoLa7xcZsl0DZwh1e5lHzLgs5qMoOazqCaI6jqAE+f3YODqsDMKCyswbL1EQwS0X7rPRYti1HzfWEQQ9ikR42N44T4ftY9UpFdOgmMT7mHchyAdYEmRuEi+HxVCARcqDSmRsHMPwN17RrU0ZNwh1fRHl2L1yMFCWjKoI8vpvDVPrypYFURted8NuAIC0j3UHUd+kOhgiZQ03DwQdLdZGFEKV0u+nmlR+GNfvpvfLaDvpUYStLG6PMxLFIgYKbznFoooNAtsV0BoXPff3vZyqDnakBlLJWqI+Ww6jz94/S6SgTIQ3C2A9ZusUCldW3YYVG9ritHwFYYQ8j9eUjMWgNSxOOgCwoxaNMHhtK6QVjvohuXGEQpRXYMYPFeApTsW/LBR8ZMAKmiWPzZmx+PAB+DqmYrwKCNQflj2gCgytdq+fdrD9IFg9ayx7J+ONS6WvWuHA8MuqW6cbERu877d9jnDrdzQOgUrL/IzSmswk4BEqiRK+QDAHyaWOWLiW5uLbtmXsRriJYL799Dm0WgNKLnfY2BFqQUf64MCqVhdJkBBxTPnzt4rrqSTXJjZLPA3qQEaa6iperroGoJOMegUNPANw2oXnD1mOkMuq2hyiu4tHcXLuzNsF+yrs9howcRYGH2AGmRFdsxnmkRTSbgAqjljCPWBiJMDUeU90sNbZdQ15/kNIH5FbjDq3BhMeCt5Qo3SoGqSVgIzOAmB/DlDAsYtCHC3b9PWiXR0AgCqW6FMHIts6tcpknUjx5kqWjdQa3IOmCKdOQaJv3+lKctSr8FQiRGJYZbv4x9H8hMfW911Y+nkv2rf/Wv8OpXvzr+fXBwcAtbc24328Tny8IaSHpglG2Tm6RwJcA7fOFDtbA4doxPCAmAUiG6aht4odKLhkT0IzalULgWRAplL+UVSKCCAwWNoaQD57PxzKgC0/2nQdVHACkoU0AB8PNDuMUh4Czc4hDkLKfE1nNQM8deMcVkegl+WmHpJBXMRzF/AYDi2COa0sLm8QqF92gygCXquxF1AGvx/aVO+nDii6VAQBSHXl4GHc6hFtdA9SHctcup0mWoUKmmM2B2F1w1g9u7C76Ysu93Hk1rO1p8AgKVKmm+Ab3FgvOgtu0CeJ0JrxKnPGAf5WBiB2vi0H03VSMLBshPGX/y7ug9WHWKaAC5jAWyzv1+snPff2O2a9BooG3Tm9OsTavppM4kFtygbXKoiKCqLjgvLKG17VwPTJ3Ugjs2I2M1ddhCOSi0DnRDDxSi8PlIirNDFwzK/bf3K7IkBGQmD42hv5HzR021UE0MPTBoAK4cEwwavXcnaccFg0YYOMdJJdyqSbsyjm6xeed2korYTV7izrYzAwg1TYPv+q7vwi/+4i/iT/7kT3Dx4kU88MAD+MEf/EF89md/9tp93/GOd+CHf/iH8cQTT+B5z3sefvRHfxQvfOEL4/eLxQKvf/3r8d73vhfL5RIPPvggfvzHfxz33nvvsdu5aaIzmjtKKuQbBzACiYVBIZ0LHkMEV2moMAEftMP7uIgXLZdk6UVWSrPrzyac5B1vYjNnZPmlItVye0MVLxV0ByQiKZT32gJtoIOK/g3gsQyT6taxGPR0v4BvZlBmApotYJaXAiiUlQ52FrTkKmLULqB0iQvFFN6UuHtvBqfLWI2ltj4uSBJQhng/V1k/CiGLgrxCTKkJBg6qmbM+xJU5R2ebJafCBXaTmsz4OEXBpeMnB/BFBVcdwFf7aHTFAtkhah1TBMI5TVgcFGFRYNRQI6IT7bBtek5yPRkYlPQqyk5qYto43YRNY1sHnOzpUvBAPKw8E4MWI+y0TYuDk2QJeWfh7fFR/36k/KTt4OAA991336me43a228X3i63rz4O+3PP5qUpUtr13kb0ZxToDAAsVFve9N1f6bKwchuEEW5MPoEjBfhwAUQ2vVGKc5E1ta/4ZT5LefU8KMCVIGahiCiiKgE1tXWdxsbQepZ5g7+IeVLOAqg5AzTxWiBQ/CgC+WbLO3OIa1NFlQGsYMwlMm4r9Wzll8X+fxPcTGNVNP0DvPsQUXLBvE4FmKRBQGRWEsJeB3bSI6VnkWg5YuBa+WTKoVk2gp7OYIuZDhUo3vQhfTDH3GnXrsbC2UzGyVASj+dyFImi77Jal36QlorIKYKJJpMvEQHWIVdykb+SMn356r9ybvIR9R6OuJ8SqeiyjTr/p+3+s9/unoh9n7W5+/Nz33362JQNnzFYCQzdg3gPI+vRAZPoG2httBKTaZH3pBCCNQyI50U11s10myRpgKDKDwlyPQiBxbK0ibZG5eg4GrfIlcY0UPiPxTZlPG7CDQts6peU79+14zKATcQ19wGeMdbUtGHSDIPuAJdT77ra1XTMDdtnnDrczAwgdHR3hox/9KL77u78bz3ve8/Dkk0/iO77jO/DSl74Uv/3bv71yv5/5mZ/BI488gne+8524//778fa3vx0PPvggPvaxj+EZz3gGAODhhx/GY489hve97324ePEiXvva1+Lrvu7r8Bu/8Rsneg1jDJ34t4BCyCbcLl/4d1fY8uKKRgNhw8Ia4ykGgA/MEwVjKp7ckoo/O+114kwzEEIOoxRIGa5Yowtoo1Bn75OP0VwGiFrnYSxhoRUKvY/ppQtQ3iawpVlyOeCgMRR1J+ZX+ZxhAux1CSiNIlSFgS7gTQmEqmUZxzRey2gOrjh+2da7yLyhRVgM2Lqrd5SXNiYFTC+AZjpWqHGmitXCnKkiaLVcJCAoB6s0UUcstFIIZembyAACVkeNvDbZtSTNItGFkDSOVakAuSkZaWUbdMGgVKVB+qyNAycoEyjnLpZ3hO5PGlaiGFzXSUWTXW8ysLV5tG2Lq1evdj6tqgpVVd1ws37wB38Q3/d934dnPetZ+KZv+iY8/PDDMObMuN5bbneC7wdGggFjPj98Ry7z+zmjU/x9mKBS1HsJu2aH6bM9BCCJp6FE3deKYIoJ6/64lsGN/F3NtRekWqJLQAUB8G3JWkMAimKKhoJskUVk8gBA7Sw0EQ4bh0IVqKbPQLlPKHzLwEt9xBWx2gWLMrcLBlyuX47vLykFVU1BpmDmZTGBLqaoZBwoMwZkdh8HJXBzIEXGVdHjaes4Hql6DrRLDlZYy2xWpUBFCZgCqGbsa8s9LgpQTBgIKiZoQ8W0pkZksEo0XJigFFhKpVYMBtWHoLYGtct076kP8OfMzzzCzeOR0wXrINlQEKL3/CkkhoyVqhfLU4RjtbIt+iVW+f/MbipTaNdor8e57z/jNgogjoEVa9LGxo4ZDzUWcM3ZRb2vc6AlZ8cNUscAHEtgekvb5r0aA4Pyz5WUMAxi8IxpMUuIvQZWgkEddhXpjSwnsZzxKim7cnsiECTNCkFbZssjFVmJoBCFQHpiBa0C3dJYoLr+9AbBoFWPYCPYvWKtsrLdnYPfGDtoa+Cnv922gObtDCydoN2u6cJnZmS6ePEiPvCBD3Q++7Ef+zG88IUvxMc//nE861nPGt3vbW97G1796lfjla98JQDgne98Jx577DG8+93vxhvf+EZcuXIF73rXu/Ce97wHL3nJSwAAjz76KJ773Ofiwx/+ML7kS77kdC9slfkRMCi+dCqCQh4ABaYQMO7o+58MqJiOFwQOBKVMFGuDIMZx8Z4tCvq5uA4ApVKOppgCmnLyCaC8kI5iBRjvgZaY/s8izTMU5T50FUrH10cg24CaI1DLpeR928DPD+OpSWuocsJgkC65jH2eJpXfu367O4BQPol1kMo4ZBteDLQs3ukCy4QK1gbymhcF3ky4vHExiSBQ6ziVrV3aGLVOkdpwapJ0iiQWWmoCNQtedDWLbl8g6uZm5wNZuJa+SLV1w+oOYgppxF01jegzg8YWBZ288fze5vf0VprLQLzjmPf4tV/7NXz3d3935+Pv+Z7vwVve8pYbatI//+f/HF/0RV+Eu+++G7/5m7+JN73pTfirv/orvO1tb7uh495Jdjv5/q0WuBsmqPm7PhCIl8l1YOPD8WKcVHei2klBWzX5B4txOikEAE4vVloBqjeR9qF0uowBSJNtmfDnwQTYGoUuYT2zHD084/rBZVhiJmdNhNoKA1OjNDNU5QzULqEWVwG9DACZZep3W7MfBkD1gvXZpg2UbeBcC2rLWKUx3sscvOpVfOwALJG16HjssTUXBrA13OFV1jsSjTsRiq6mgKkiE8hPDuBNhYY4JWyxtJwWnKW3ie/nNDGpEhnSBOEDINVG0e0IYuXdoFetTK4nX7jEcWZFN8y9M5FU5ummg8XFSz841Q+sxCNm/l/ucdxoOO6uWryein7cjqLS73//+/G6172u8+m57z9bdlL9JQcf8mNva/35dw6wDFLHgK3mRB1AZayBo/sM36tV2FP/I0LS/ZIdCTK/7IFCm67Be0jaGMtWMHjjw1dRrYI4bZqIqym6VAMRWTPifRRflbQ0RQdUwKHEDhprYwf4UL25c78K8CmDQaPsoOPOlTvA4zno0rEzyhC6HdOFzwwgNGZXrlwBEeHSpUuj39d1jY985CN405veFD9TSuGBBx7A448/DgD4yEc+gqZp8MADD8RtnvOc5+BZz3oWHn/88ZWLguVyieVyGf/uR5D6tpIdNGa9iXhOK4w0zGzyBRd8JqlR6rdD0qgQBF4YQ/KZsx5OCQJvWF/CJABAJtbCnPFtzee0TRfFdhakaviwIDDFFJWmWO0lB0WsA2rvYvRaTIFgNFCqAtPiLkwmhCkart4yvwK1PIRfzjlauzjqpAFRUQCKNZOgMsfoHLw4BueSvg8QUquG+wgAJNsDDD7BFFDlBDS7AF9MOR2g2kddzDBvPeatQz33qG3dEceLg5kSjQoeyEyocCOpaapdgpYNA0ESjc8j25KPnS8KRgYvSZewNtMF6vUNJgIlbaII+gw7ZYrO9xlrcZNuvxwFhcb2yZgS69IIbtS8s9wHjr2jx4tf/GL87M/+bOfjVRHiN77xjfihH/qhtYf8/d//fTznOc/BI488Ej/7wi/8QpRlide85jV461vfeiIR6DvVbiffD2z2/zTi80dFMAN93zsA5CGVISn7HshSeBTBBh/fuiFLlMuDJ4A+eQiCCK4RGWiFyCCFMqxfUyOwidrYdgGwAaAoDcgoAAqt8yC4WJbeeo+6SdUfAaDQrJ8z0QqlNtifPA17hYI++gzU8hBKF/Dza7DXLrNGW9vAqwUzaco5a/X0waAA5Pv5IYM5ubZb8OOqmoAmM/alOSjkWvjFIdxyEfflm6tAkxloOoPfvxuunMHN7sECBtdrh+XcYd40Ufg6110rNDOBjObUMEkVmxrFQYD6KLBim/jcI+MmlKX3pozBB0nR9j44dw/IL0PgP3UUGllMdRhAY9aPXOcMoeDHI1gpf48fKfr9m2XeWWxOiB7b0eOrvuqr8J73vKfz8bnvP3s2AIU2pGINdIR892fc7oRIbP3UscH3a1J2drF1c6pcq3TQjvBzwBZSJunM9UGhdZbN8ToscyLoKArEfysvEhc0OHie3hsLqhAGfkzn7CCge0+Df+r8LT97aWIRGAr3cIwJNqaPuTUYNAYAbQlqjmY29P3pafrXXfrpmvacJlvU2x2lInbY5zh2O6YLn1lAaLFY4A1veAO+8Ru/ERcuXBjd5lOf+hSstQM9iHvvvRd/8Ad/AAB44oknUJblYGFx77334oknnlh5/re+9a343u/93q3aujFyMfYixwlTWGTnUYLcCaC/mHCDY6nwz4HCZI0nkJ1IHjiVyyfYPx0i7K9NEUVIZVFAAFcvkzLyrkUsK08L+HaBMqSSwWhYVaBxXP2lth7zls97WFscNRbL1kXQqlCEixODWalxsdKYFZewX87gFtegdQHVzOGufLoz0ffLRa/1AEJ0WZBinzNFlAYFQCiWBx4zpUFFwSKhswugyT7s7B74aoZleYDrtcOVaw0WrcNn5k3nOiZGodIKB5XmajWaJ/+VDqLVhE5qGLUpJa0ThQ3Ajzcll6oPix9HOlZnYDmofGE3ZITJIxaNiLgg8H5UO2TUkUcubzbpyvrlSjrrJprxadquKWMeMMas9DN9e/3rX49v/dZvXbvN533e541+fv/996NtW/zZn/0Z/sbf+BvHbelTwm4n3w9s4f+xZjGQvxd9OjgwiICSbzrbktJQpGCUQaFUYKjki6CunxBwSAoEhK1AxP7YKIOyKuIY4KO/6s+WW6hmjkIZmKKCA5dnr63HIgQH5o2HdVwBbNE6NMFRFYorOV6aGswKhUvVJexN74I2FWhyADM9SCXdAXTKust1uxawDdz8EL5ewB1eS1UsQ4l7MgX8ZAaqJ1DWgqopqKjSPVcGVE4AU0JXk865/PQCXLEHN7sHta7w5MJi3jZ4ct52xjHRIZLKlFOjYBQwLVQ3CGAboGZWEpxLjCVZlCidgCBdoIFC3fpMny889pA6kRg//LnhHGC+hLDW6hQnaNOYOEirG5mfCNg/SL/ewY/flNSxnQVC/bnvPwO2LftnIyi0w1xjW+LRKoBFvlMCKgTGTQJU0hx/fUOytkeQJQsSr7iuHBjqKyh029j9W3xHZAsFUCgBwgTvVfp7jUk2gyLFfkkTlOOxiIKfdKFdMj71AxfSpjEfJwVX4jy2z2BfBZbkY+oKVpAP0+l1z5fbOHbdqwKn6b6kz/tj+TF81tjcYJPdTMb+rWQt7TrvD/ucpwsnu2Wt++mf/mm85jWviX//0i/9Er7sy74MAIuM/sN/+A/hvcdP/MRP3JL2velNb+pEeK5evYq/9tf+2mC7URHp+GVCnwf75QMGAfDUean6L36fzp3Mxvx+pUxHc0Im//GYoa3977x3IS+XQaRCG5iyALkKZJqYIuBFXyKmFQFqeZjaSwqkCxhTYlJM0RQGpnGYNw7WM6hx1PACoQ25ZdfrFnuFxmKvxKzUWFQGs8ndmE4OmDG0dxd0s2CtBdtEVk9EdwP449smMYTkcyAygsiUQQdJB3BIhQphCSjyumRx6HIWGUFHjcOV6y3mrcP/O6xx1DCw5ZyHCmWN9wouWTwrNKaGsF9ymWNVH4EWi7Sg8j2Nizz1ixTrEWVVYxovgt1uIBYK5BN/dD7vfhcWBbFkfa//CCgpben1XW6v7gy8+cJgQFtGNqEZsVONFOzKEMLxBpOnP/3pePrTn77DeYDf/d3fhVIqatw8Fe1O8f1bWe7Tw99xsg2dJomdPJ5eGo689xmjSBij8T1TNojk9yaOKis37n0sOe4Qyo8DMUvBOkArj9YxMFRUrPvWYTHmQYmgu0bNUQSlpsrgoJqgth7XtcPSMih+vW5xZdFi0TosW4+ldVhah/1So3EeU6NwYfo0TPafDlUfMnsyFDZI9yWtdhhYaaFMBbRLkCk53axeBMCF/aqazEDVBDTZZ9+uy24aVj5Jz4GZcoaGDK7VDvNli6tLi2tLiyvLFk0YuwqdgKALE42JVuz7NeslcUp0271nAKBNRx8o14IT4ezaObQ2PR8gRcopRMsL3V0kpYVcr99kDK98YUnST7IIdIdBhRAM6ls+VvQXAjdzEdI57W4MoeMKUZ/7/ltvG9PH8j6+Zr4RGTI7zkfyFhDGGSW5YHP8e+Qd2UqHZ927NcLCXscSAtL8X6rLwiPqjfbBrM619tvqPXLWuA5rEFLMboxpy+ivScaYTWlO2xXFH5E0kNPLPR0DgeTvHhAk9ylmzI7cp/xZ9rvIyv43BgaNMIW20g7aBWTZ0Ed22m+dHaONpzb331UqIqwR+3O7p3K68C0DhF760pfi/vvvj38/85nPBJAWBH/+53+OX/3VX10buXna054GrTU+8YlPdD7/xCc+Eala9913H+q6xuXLlzuR4nybMdsGJVwpdNdbLOdOJzoZIoA04HMQqLt9PCwB8CorGyznD5M2AAB/L85ayhH7THsiphS5RDePQpQRbODUAqFmal1BmwkvDLyDtwEgakMVFsvUexVK2QOA1wbeTFCaCndNDrBflCi1w16hUGmN63WLa7WNE+vGeZ5oOwfrPY4ahanRqMwlTC7dFdOsohiod8x0AVKaWx7FGAPm4v1I6VdOJuUhLcvrAo40Fq1D7TyOjlos2sRuWrR83Eor6IKj3PulxqWJwdQoHJQK00JBzy+DjhagZh4WU+m+SHUYWXggnJfbU8SIsG1XCIUSD7CSBiZ51fmgGftmWBzEdMBwbzoD+qqISbx1Oh0vs5X51uHzDjA0ADdPa2DYMZf4mIuCbe3xxx/Hf//v/x1f8RVfgYODAzz++ON4+OGH8fKXvxx33XXXqZzzdrDb1fePAvtjY8CqfSQV1A8nUWPvUz4BZmam6moOZQt8snW3GVl7BHRWuoTWDAArz+85ecCGEcR6z0x8zz65JinZXoB0mXQcLIPyLApdM/CRCVCrUHhgMrkAO5ngamFxUCocVAaLxuFa3cbxZ9k6XF1Y1IXHsvUoNaHUU+hiClPlUeP0u44gdw1nQ6Wui6FIQX5/gl93ugCKULnMVHChcmcKiKRAifjceunROvb/teUgRuMcJiYFAPYKHYMAB5VGRQ5qeRU0XySxaGmHpLoVzADyuuy0wzoP7xIjSMA66QcKKW1CdOgMQoCmzcC6TTYyFkrqhMt1Ckl1BadHfOQgGCCrwC3tRMeAnTWETsfOff/x7Tjzgg4otIqZvMZyAGBbYKgPsPQZ+LFtGUsoBdIIW7GE5ABEybdvCxZlIBiyeVy/nX1mjkhL9Ns+CFgL4LSmDQR0dO8UR0E6lSBHy82jmzI29D1+qHOWn3olQyib34bPj8MKkkPE3zcwgtJ2vbXILqliWfvHNz4+w+hE7VaygjLbNRAs+/yf//N/OnPNp3K68C0DhA4ODgYiS7Ig+MM//EN86EMfwj333LP2GGVZ4gUveAE++MEP4mu+5msAAM45fPCDH8RrX/taAMALXvACFEWBD37wg3jooYcAAB/72Mfw8Y9/HC960YtO/sL6CwI/HHyEWkrUnRTl2yaEPsvxlWgD8SKhi9IHWqpM63pUSnHQ3stmPgq/yaskmUiewx1wYQC05KGVglaayxfbmquNWGa+MOCQ2CcUosnetVyRptrHfllxRRqEFCvThqpcMhgztlS3HG0AFBpnUVsFrYBCFdCqgDbTbnlcPzJIrEqJ6oEfor0UK6M1HtZb1JZFsEUXSfSPJkbFthZK4eLEoNSE/YKBoD3toRZXQcvDVEGnk24VQBddcJTYTAClExBkfVccOvYJxPPyZVCk0Y6VC+YuMoxKdDQr8vsSfvdEsP3R2ofBuR/5WhFZER2lOGG7mYOG9MNj73fyTQF4YHnve9+Lt7zlLVgul/jcz/1cPPzww53B4qlod6zv79mqSjV+JDLq3JDfQOHdi6Csa3nxvorCvwIQp7APEMCaoOlgVCgT7ASM8mmBAAaKbBgfiAJDxbMvViQi0y2XjXdt9HekanhtoLwDlXu4UF1AoRhcKjWhMiqkXKUrts6jRtAesgStuiC3pBAACOMBA1WmKKGr/aCPk7FXI0OKmTeixdO2nMZmJUDiuyycCNB4H0u5W8ft2Ct00LUgTAtOC94vFaZGYeKWzJRaXAsVzAK7yRT8XMXnBzCI2Z/j7eDqOwSVMUIVMQgkxQkMgYMiWZCk99C7P7Pfk2YRM1N9iOjL80gV7XynHwLdYaBPblvH3Dj1tLGdq4ydjvM/S76/aRp813d9F37xF38Rf/Inf4KLFy/igQcewA/+4A/isz/7s9fu+453vAM//MM/jCeeeALPe97z8KM/+qN44QtfGL9fLBZ4/etfj/e+971YLpd48MEH8eM//uODVN5Ttz4otCbFapWt0ow56WOs1RJa0e5N6UU+v/445+f5WAK8hmBMBMPjmOS7446kjAFI4nYj9zUDseL6Q9YrQAxQQ46z9mKyoLcbGdO6Ecvh/iOMR5nfyu6bgKAxf7dWIyg/ff/z3rpkVx2pMyUmvWNbbmrlyS3twoULW6UMPxXShc9MQlvTNPj6r/96fPSjH8Uv/MIvwFobdR7uvvtulGUJAPjKr/xKfO3Xfm2c9D/yyCN4xStegS/+4i/GC1/4Qrz97W/H4eFhrDxz8eJFvOpVr8IjjzyCu+++GxcuXMDrXvc6vOhFL7qhCmPrKKubHE8u5pYDQP2IpZhWPCnTwUGzw6XxyYz3EHpqdM4AO2cBlXQBTYQmVJ4RzaHUPmlL+kxRqBAQIsZlUcKUMyh9CN8seIHQLkBNiBQvaxDNQfUcfnEFe+UM02KCu/ZmaKjAvDWoLUdfW4dQpt3H0ulXW4GpbLwHaXEQFgzh4viOpEFQxFLHbg0AOFh4b2M1GAefBJp7vlorYFZqHJQGRvP1T3RXKFQvrwPLBVR9yJXDQvUYue9RKDSUT/blDE4XvChyQNPaDvDTtzyvOhfXM5JP7UbSwUYHynxQHoJjkk7SjyBZ7zvlimWwXNW3B6DQiJ3GwOCt201c7pQWBV/0RV+ED3/4w6dy7DvJbjffn9uqPj7GDu18D/kcyCsD5lsxICJsTQ0yukuZX5UWBKRoKsCaakpFpmChCxhtYBSDU/G9B3XACevS7whVYSiAOoUiTIopFADfLnkcsXXU/iGlocxlwFRQ1QxFMcX+5AL83hRHLVflWrYMvAvo0jiHRRv8cHa/BISRMUAA8OQXs9BJz//zYdoo/G9d1+eLKPSq82nF4M8FpWEUUAZ9uFmhoF0Dmj8Jmi8jEOSXR10NI1KsBxf0gRpVom49lgH8d7HlOdAvf6soqpprwSnbAG3TZcvmzGQdpnWSjjaWFpZFyuX52x4omfw90v3udfWomwJs9Pmnad7a3fz4U8D3Hx0d4aMf/Si++7u/G8973vPw5JNP4ju+4zvw0pe+FL/927+9cr+f+ZmfwSOPPIJ3vvOduP/++/H2t78dDz74ID72sY/FtLeHH34Yjz32GN73vvfh4sWLeO1rX4uv+7qvw2/8xm/s1NadWUJbHJNWTJlz2wTorGIJ5QFcAEOmjXfIWUIbBaZ7LKHN19gNEPfv4yo2UzpdFgygrq4QQUXAqQsM5Reb/wxaZTjmXGxFeupG66A2PdAbq9djgwDMulN0IjrbAkHbAz9jcg0npna+A3jTv5YzBUb1bedA8PH2eSqkC58ZQOgv/uIv8PM///MAgOc///md7z70oQ/hxS9+MQDgj//4j/GpT30qfvcN3/AN+OQnP4k3v/nNeOKJJ/D85z8f73//+zsRih/5kR+BUgoPPfRQJ4pxmrZp4MkHFtl0rFIUUzDZWcMFFX9dpIWBbJdHh3PmjHwGxMmgEvReF/CKgSEfIqi54KhESsWRyqCniGIJ9WkxQ1HOgKD7oPRh0JVYctS4PgTVABbXAjumhNEaVbEH6AKu2oc3FZaeo8bz1mNhg85EK1R90b6QSIdEiocOc8BwCbZq23yAUMR6FywSrTErefI/NawLMS0UVwirD0HLGnR9zhVwRJ9HNC+UTkCQNvDlLAJBVhWYtw5Ny0ykPDIr9zYuAFQCgQiJERSBIEnd6C8GKYmC5pTTsUEn1xeRRQGQTXB8Km8toJBMmtZWspD5zM0EhXZNGTtDqQZPRbvjfP8aMCgHgnib5PNXVgizzNJMmgoKSlhDgRnofZG0flwLkIO3WfqUcwDaxKakBkWuraC6TJHE2CHYAJq04QqsJ7SKAEOoqn1o74Baw9uW1wptDb9cwM9ZXw6mgCpK6Mk+vC5wEHy+nxzA6gqHjQu+n0WpjxoL57mCl/hGHXyzAEJijXMRTMr9F8D+UphJhaZ4HED8HZ9D/gaY+QnNQtHR9xsGgAo4qOU11oW7eghqlqAmVMNsgoZd0KdT5YQDANUMrpjCVwdoyOCocZGBKi0lAEpRxnxKLKAOA5ZLxaX0vHwiLECPpCWTYi26jAHU6YeeWWlA1+ePCc8yY8x3xoDYrbIFtPj849iJ+f9dU8ZuAXh1s+3ixYv4wAc+0Pnsx37sx/DCF74QH//4x/GsZz1rdL+3ve1tePWrXx0B9ne+85147LHH8O53vxtvfOMbceXKFbzrXe/Ce97zHrzkJS8BADz66KN47nOfiw9/+MM7g+47zwuOwRLapK+zzjaljo2CSiNpbVtXHVsX5MtP4bsC1JI6lgeex0xAoDFQSBjiFMad3GfFtvWRtjEmzKrf115Ql+U4mL9mIHfn+x4bqJ8atump99lBm8Cg9Wxd3/0bw+e+Fgxa8cy3YoztaCdZCe9m2I2mjJ203c7pwmcGEHr2s5+9VYTnz/7szwafvfa1r41R4zGbTCZ4xzvegXe84x030sRo27CD+jYmUKaJumALsctdxRThCVty0lGTAgBIx8UBTxiJfXXPEUs1AMBGYEiRAlSeQkUhausBR7CRQSP+jSe0S+ISw0YTJnoPZbnP9P12Aarn6aet4ReHPGkOlWNE3LmYHcAXU+jpRUzLKQ5md2PeOFyrHRaGJ/NLa3HUOMDx9Ytzd1n5FeuF4TO8eVoRlJMFwfiz0UEgWrQhKkO4EDSBquYQNL8O9ZkroHYJP7/GCx7H6hukQonj6QwwFXxRwZsJXDEFiglcOUPjwXoUtUVt+RnkbKQU/eYy9ZoYcBMtJ3m28A7UptSIgXZEFgGOYtV53nTPJFVlXaUy+SmAFZD6sMqWByvBoZsVNT5jGkLntp3dTr7/OCbz5JxR13+vHJLPF+AVvW14XwCeq0Tm7E3ZRisFrSuQQUqf0j1tmcgearvRUO9CYQL+p4PejVYqAiaNSwyS1iVdM+sdptUF6GIKb0pQPYcyFZRt4BfX4RsWevaLI+DaZWYqlROoagpMDqDLKczeXXCTGQ6twiLoCDFo4oLQtVwjRX8jDB+0nHrlPLiSWeZUC60Ao9iPkuKKjypNlPvMUGEEFSoBQRdKDd0uoK49GVPCfM1gl3MWImBNpgzi1TPWB6pmrFc0uQBfTLGwHnXrsAjMIOntOvj8KrSzMqrLAMqfG9BdIJACdM74UTFFziud0o9bNzqnGImRdD7rMoS6YNBxyjHfFNtZQ+ip6fuvXLkCIhpUYBSr6xof+chH8KY3vSl+ppTCAw88gMcffxwA8JGPfARN0+CBBx6I2zznOc/Bs571LDz++OOjgNByucRyuYx/9yv8HNe2FZg+DktoGxsDhQan5kl90hIilnTItYTWLtz7COumhTqtr0omRyKijm6a/BwDhfg7Zgt5cBoZ+S6Y3QGF+oHofPzJ5QxWXUsO7qgE8Ej6mR8BTPoSCGNi0Zse+Vau67hg0LpDrWPwrwCDbgZQs9U5zhpbaNd5/ykBQmcpXfi4dmYAoTvBxsCggdAv0InqERC1fQhh0BqJ0gFdp5VT3KPz9ryNDgwiIi4R3y83m1IJAMDG42pSDESQgitY16Z1Ho3jCbr1/LcAQ9YDc+dB1mOpCJocylBlbDq9xGyaxTWoZs7aQ4vrsTSwW87hnQM9WYCqCdT+Jej9S1DLQ+jJAaazS5g3DjPjUDvN53fZQiBeu0Q5U6rBQNcmRJUlDUA+EyMKEehQJnhqgkZEO4e6fhXq6DKwuAZ35dNw80OgDRXXygmXqt+/BDW7ADc5gC/24CcHcMUUS6/QOo/Fwg3unZhWaVFQagamygAIsZC3BWxKAYxtHlkk5KU1c6FQ5/3ogpuynyqf/XfuXb5NFiPy3WP4cI/PsZVzeyrZ2GIkj3DnQ0LObPHx/eFJ/xgom9uqCpFt+IVcSC8jBodIldCmX32K2aORYRIE76P2jjRYGZA2KIspClNCKw4Q1JnGGYDI3GychyaNyeQumL27ubqirTmNql1ALQ/hF4dcIr5tuBLY0TWoySFoOuMqktU+9vfuwmwyxdRQGHd0XKDkqVNA0viRlOOFdSEVK03yCqUwCVo/ZQB6BGyXe5qzYgEG4wUQ0nYJdf3TXO1yfgV+cQh7eC1GFklp0GQPFMCtWKEyBAGkQEFbOwbUAts210WSsvQTo6C8hVpeZ40+qUwpz4RUSgULYtnrNPF86wbXxofqAjsUAg/rbCwQcG63ry0WC7zhDW/AN37jN67UzvjUpz4Fa+1AC+jee+/FH/zBHwAAnnjiCZRlOQCV7r333pjy27e3vvWt+N7v/d4bv4jMdg04bcsS6mAy2ebHYRl1WCFZ6thp2CB9jJI8RV9HKP87B4WAFJyIbCGgk0YWU9+A4bXkYFBfDHqFlg632fK6iBzgBeTOLy6lgnWCn8iAIL89ENS3teygnm0Eg7btk30ph/5nm2xLBlknhfBOmqjfYNn5k7azlC58XDsHhE7JBozRHnUwMXXAzjWjdmpCF4EP1h+AOmkHmfO2jnUnoAxP9hVCdHk4CI3ROiWtjJSB0hoUECrrg9ioTylGPvyrrYdW/J1RHDkudYnJ5ICrebmWha2bmifUTQ04x2XkAXhzBK81SJfs/5XBXjGFIsVaQ0p0LdL1y299LaD83uQ6E0Tj4JpM0Mv+YmBxFVQfAotr8IdXu2BQKFtP5QRqdgG+msFXB3DVPmyxx+WVrYsaGX0giCiVEZY0AVkcGALrAmUV1MYiPqsotAMwCMPFZo775AwGYVD1+19MufMY9KF+BO5WmXeO9VKOveMdNDie25mwsbSHfBIWF+RZFUidTbz75iVqmzFI08QdXNo3aADJxD+xUHSM7MZorpSRR8//h6CCB0CKfXOhuSqGk4C1Tdo3DkBrPSzxmFAoQmmmKIopjz/1EWvhKMPD0HIBVy/4dG0NLBVUUUEpBSwLeO+wV87Qeori+rl+TiqtrGCdx9JyynPZEhrj0ToVFzaaKANc+Geph8cQ/+i9j9psqlmAmiOuFNksOZCxXKTnZ4rk+4spM4HKaUwLXrQO1rvItJX7JUCQaMFJm5S3XJnM1lEsOp1MS2dBXpXSKxMLAUSm8QjIJeeW0UICAOLTc8BnzDqLo173PE5qz2kKinrnduP63IGu/6d/+qfxmte8Jv79S7/0S/iyL/syAEm833uPn/iJn7jpbXvTm97UiZRfvXp1UPYZWN9X+vOo7o4jQMsallB/Tt1/DwbzeJkGrdhfLC8e09ESiu0JoFDeRmn/rtafI/rAPyVZGyQ9SFkv+PD36OHWsIUQMhSELRRmkGl+GP5FfbNBYKLHWhVgSdiOykBa6ZEAoGg01EKTFNj8aWxiRvbXAcB2YNCorQP41j3XvJNt+/xXgVH9/Xs6SnHTHERdAdCNt7W/Bjk+yHTS44C3djft0B32udPtHBA6Zctfur6mD+WDAKkoIjkwn6Z04sz7aL91/Lf1HPXzQTBaqaKTbhTPG5y0BwaaBAQwDT5M5LUyqEwBr3SMEtcuVWERQeimlUEkMV+mxmBiLmB290Wo5TWoaga9PAQOn+SIsSwOnIVfLkDmWihh34J0ib1yij1l4ItyPDzZY8eMpUZ10q36A1G8xyFy3rZcNtg2sVqYmx/COwsqCqAooEzJi4GDS/DVDO30LvhqHwtVYd46zA+bKJQtrF9ZoGgFlCpnArFQqZRRRptVjcnBDcWLgX5KWH7t/HuehjguEg2kRUB+b1R2PweWs8z67KQYKRoffNbZiQ4O5ylj53YTbdMEaEx7oD/p6vf8MTn86NsUsSgyAFifQCIfAAfPU+dWiCXhVCoA+sywUSh0BaU9Cx+rBj6CEIjjArkWvlmAXAvtLLTSKMuKWaPao3GIYIf4fwHlRfS/0lNMJnvYO3gGVH0ENb8Cao5glodRfBpKc9n6RoHoGqhdgpbXmVGqVIfBFP1imPgWyqASwf6Sy7m7LI1awfPxbA1aLPg8coxwT40yMc0qns+7uC01vL9XGjSdMaPXFPDVPnwxQTu9CF/OMPc8Ns4XHtY3MR1YfL9R3TRgYYFq1wA2+HzX9phBge1pSgaCTMUV06A4KNMmH8+PPwsWZf1HAR1mUKGTJp1UBB0A/RujzSr03+P7/FOx85SxaC996Utx//33x7+f+cxnAkhg0J//+Z/jV3/1V9dW1nna054GrTU+8YlPdD7/xCc+gfvuuw8AcN9996Gua1y+fLnDEsq36VtVVadSdvlGUsdWgaHruvQ6UGl9O1UXFMrf9eM0YLRRq99ZOZWA/bJ2yNPH1llkDyGBQkThvudsJ5mLjoByHTAoD4znKW75/JzGi8OAaAgG9RhB26TIjoFBx7GBBlT/uvPnO2YrgKB+OtmNiFWfpt1yn39uJ27ngNAx7Tio8UowqB/ikO/FEcRtx5AN1vyhoBEQBX+ziU3OGPJIUT2ZvCkV9IaC1kQHFJLfXTg/8eRRJsxTXcIrg72iiJR4qRhTI5Vqnzd80rlxKBThulGozAz7lw5QuBpqn/V4OL2gW5ULAGsPqRpojvg6cuc7xgJRXfpox/L7399XjWzvstQKUlAHl2LbvDIcCTYTtJMDuHKGw9Zj0XocNe1A+0KrlK5QhQo1Eq1W7ZIj9U0N2LYD1OXPO6WChciJ6ETkg6E8Zj++QIiXGxYFEm3vRHByG6OurqHIykQjn3TddHNux7zgO29RcG6nazdEuR5739ZE6QjB/xGLSXtloI2K4s/O06BqGZDSitscnIBHG9kpJbSpoNolA94ZEE3BZ3rbso9QCrpdBi2eApOixNJxahcaB+885i37PhGDLpRCaZhxOdEl9mf3YqKJhZnrI2bEZOMOX0ALEo0j8dttEwCqZRf0VRrKFCyerEtAB2Anu6cU9kW7ZDZq7h+UhioniXWj1GB/aA2vWRyaCwVMWCMuiERfbxyWC4/DpkXruBACwAuM0hAmWkGrUJkySw2jdhGqvrWde85+HvBUJIHooOnUQsUAjDCBOv2EEvijkeu+JUBIE88VyLVA02OgxgP1UpDzE4Tv12mVrLNTGxvORaWjHRwc4ODgoPOZgEF/+Id/iA996EO455571h6jLEu84AUvwAc/+EF8zdd8DQDAOYcPfvCDUbPtBS94AYqiwAc/+EE89NBDAICPfexj+PjHP44XvehFN3wdY31lq8c1BkiMbbZhvd5vS2xDxiTZBhTKWUKDNKt+PtpNmDeNgULd9vrBZwBGmUKRMRWvKfjXPFDYB3ukHX1QKH6huj4ofJbPg9eBQX0bC7KvAoPW3v5t+tUYKLRp+2BbCUHfSjCo09bhdd2qCpM7z/tPKWXsdrZzQOiUbO2LscpJ5EBQH0TKHCQFZogO1UNEe2gMFe8zROT0Uq1GmwrkLOA0yCqAMoAIYLAG4Ml7PICC1wWUMpiVe9grKiyNxrJ1OGwc6tDsxnosGocFWPCzUArXjUOhNKblPSinPFHmSOycQREbJvC2DpFaBq2kgo6Xl3/EAch9EeYM3wA7/rtYKA/M1WFMEuY0Bbya8gJBF1wtzEwAXaAmg8Z6HDUOzWGLees7iwGAo7B5ieJSE/akStmSq5PBNutFoSnoRohmRFgYRK0It0IbKE5YUj+L4rPCCpLIcJ6WlllaDGyI/Mh3/Y9uASjk/XnK2LndehtNFVsXPewzN+WzbPso+uwUoCwv7JVBobsTYw/RU0P43cOFU1kHeAKsZRZn4QGyHoUuoTVBFdPkZ31WzUpAISkIEPzSxEzgTQVNCgvr4bwDWoVF22LZOlx3FooQqzZeb8QPzjDZ20++PwBDwo4hYYhm/h+hoiKchW9CNUc0nMYV0neZ8dTz/UH431s7YFwSAN82IIPkw8glf6s0nDJA8P1eF2jAKcyHS4dl22IeKmEuW9epVHZxYkL6MaEyisvU2yVoEcY5CYAA0c97Mt0xSJfwRB0mVp4SFi+FUvqxgP15EQBhgVLQjOroSOX9rL8ok364Nt1BDRftMv7cRL+6a8rYTqXqbzNrmgZf//Vfj49+9KP4hV/4BVhro8bP3XffjbIsAQBf+ZVfia/92q+NgM8jjzyCV7ziFfjiL/5ivPCFL8Tb3/52HB4exqpjFy9exKte9So88sgjuPvuu3HhwgW87nWvw4te9KKdK4xtsj6Ik2Mox2UJbTpP/L0/fxYAYkP62fiBe6CQtKt/0nz7Y9o6YEHamINCYuJTxsAgZNt6IFWbzUvTAyDKrk3mj6QAbwd6Q2uFlfPfc2B6VRrhirZ2Dj3YpjdObzNd7Y3jo5XiNgFHxwWBVlkeOF5znhudh/fbeOaYQWdMVPp2tnNA6JSsPzj1lfDHbFR9fwQUihM68OQ816EARuiTYFponER6DwueOPogCEpGg0RzSFvAMmsl6k2ECSSFUsYEcES1PoTXJabVDBNTYVqUgS3D5XUX1vFk1nos2hZHDcXoqWg8FEqjMgccTS64ygrVh1zSvZlzW1oFohakHOAUvFtBJ+1bvkBQw31IKUA0GXTB6QcSBS724E2FpWONpGXr0NQeS9vEUsciZg0gljcuw7+9QqFUhD1DoGYOde06g0AxOiw5HcL8SQsRrw2gS+Tlgx3pKJzdeZ5yeVkkeCwCktLDsr62JkKc/71N/93VTmzhcJ4ydm43wbapMtnZJKZpqoxF50KoNlDjfdJ4Gy3Xm/2UiCvZJjKHgCBaHcEF1paxilK1qZBaJm1rnI+acADrhynS0NokUXvXgmgJ39apepl3oAbwag7oAtNqH5NyCk2EpXbQyqC2HtfrNvh9Zg0tLVf5mhcapSZUhlBqg4kpYBSh8AxGUbvoBAe8q9J1OzcUypb7E9590XjjNNtJeAQq+TFS8Zl4bfiZ5L7XlOx7dQGrK66o2To0LTBvmQm0aB3rxAUgiNPBuEIlV6pkNtBBqVD4FjS/zOOZbdKCaCTY4HQRn5ekhIluXv7skjYep6PFtLQ8DUx8YZ991v/Z9+39+zS2gMkWG2OvQ0wnGQtYnEaw4DxlbKX9xV/8BX7+538eAPD85z+/892HPvQhvPjFLwYA/PEf/zE+9alPxe++4Ru+AZ/85Cfx5je/GU888QSe//zn4/3vf39HaPpHfuRHoJTCQw89hOVyiQcffBA//uM/furXdKO2rurYtl3zOOlnQPY+jLFnTshGS5jLn6GdOSiU2yotoWMZKYB8Wq8oFYhQDoig0YrgYsdHh7Qw1ffb/HufHbS2SZ1r3B4EWgls52A50j0fK/Sy+tjDOXZ3g93ZKzcEMq2yEwKXTsN21Q7dKXh8h9s5IHQzrOdAVjkLQd6DTGhPhG7FS+5dTAUT76azRUnUGsrKG8ddY2qZB3lmHIEUCDU8So4Et9IGFoaGUlz1ykukcZGuy7UoS0AXnCNuFEeiW+ehiEGhxrnwjwGh1igYRbCeUCsWEp0Yg7KcsWYOeOJMtAB8kc59QsaLAc0Dl5l0UsKsmWDROsxbj9o6LC1HaevWR2BG7reUNDYamJrEDCoInCLRLFig1NbpGvKBj1R3QdITD3WgTMh7MxiUV7cDEhDEFz1kAw3cfLYYWJeKN9gnHvNWpIztCAg9BRYF53b61geDcmHRuEAWzRXZKZ9M+p7fl+/XpWr2xhRPigEBxQC/Cj5BOQ/ruYKlFA124Z802If0AQY4PIxSMLpkPy/pTXLuDJChsLCZlfssjA1AkwdgGEgJwLl1rGfUOBfGnSDq7BVKDUAbGGPC5bTwSsG7Ip4n3rM+IOQCgyl8Hu+v+NfAshwDhKL12JjeVKlKmPNcNt6mlOjG+vh8JRAwMQqTzPdXRqFwzIASLaJ4D2VsIwXoMoJBeSU3AfA6zaQkRSuMoEKqUsKH9OvA+sxZSGO2CvjvAUGrggF9Hy/3Qx7RTR0Cdk4ZO/GWnDl79rOfvRUT6s/+7M8Gn732ta+NjKExm0wmeMc73oF3vOMdN9LEG7LRvraJpZFvmgE6A7ew4b4dt5z9GCh0KrbhuH1gZAwgym3dpeUpcaMsIQV4hGAzeD47SCPrBx0zMGjADhq5NmE8ye/rrvW4fmktMNRjC3W+XseEkv1X2Vj/3SZdrWcnyQ7Kj5XfiluOEZ0zhE7MzgGhU7TByxhE0vKXKWeXkNLw0JnQI8H7/qSNhi9+mBz330tPrDckaLr1DN5zG3z8KULU1jJ4RKqE0qEql21YX0Kitu0SpLKyuM6y3k+zBGoNvzyE0gUulnvwRYW6KpliHxhD85ZieWCJHrMAqUZpCMvWozKEqdEozQxVOeO0AomsrgEh5F6M2qbtSLEOhdJoyASBUIuldVgEQOiosVEsFAipEEZxpFsxu2miQxpcMwcdsU4GtYuRyjEK3hRJLDQwk/JUgVgBh1dtnUldrJY2AgKRs4AHqIeAj0YlIuksjyx1gaCVUeARxtWttJ2rDayr931u55bZqgVCDgZ1K0GKw+X3M067+4KZpBODD+iBLwnoGGV5ZGxDYW6CFDM+SUHrAl7lDEMaVKNy4PFBKrUw44RTkSZmEoMFaBagJgBBbQ2ghrI1UB+iqI9gign2JjO00BlL1GfaN4jprgs4aEfw4ABB41hrrdQVtJmkVBDZpzd2aZUBIe0ygSARbFdRf8eRjppL8ZYTBVYUDc7F7XUB0OIiCq2V6poehSZUxjCzSSVWqKSIqfoItFzw2GjrlK4V2KA+MJB8tR9ZqG3jsnuE+BwEBOqnhJmoAxdS7UQDSli8+YIzX1z1Qf5sobXJ53dsZB6Tz2eAbAHcs1OpNLML0/OcHXpH2bZpY0C3D27VFVfMPbcBhUZT2/L52EkFOTcAQfl15m1dx2xaBxZ1QGAJeAgI5ABSEkgOoJB3gMO4/lgehNRm6Kty0Chrt/icVUygbUG+Tf5otKLWmme4kQXUO+6xmfIj7T1JJv/KQMBZc5l+18yAc0Cob+eA0AnZNpObVSldQBAA9bKwz8oEAx0UfXjQXDA5o4iTAsEych8cqSKuVCMTTjl/rjPUOPncZ20xKCaTbtWWZpHSnwTsaIOIJwAsr8Erg0kxRVVMMJscoIHGYeOwbD3mrULjWGNI7ol1QEMeaAHAoXXMGtJUQJsy3EMf7ldqe25jtNdVFQdIfsbFnI+pYG22kGlDRbVCKRQKkQ00LRgI2i8ZGNLL68BiARXS3Kht4vMRXYgOE6moODXBVHC6SCWKQ6qAWL+deUpYVyNCQLNxDj8B2YR/DUBGqrvAdX4QIWLWWDcdbZ2tm6idXJWxLA3vWHbWRrhzu51sFRjUt/53uf8VS0AvD81KUQco8jF1qscCUYjpvIJae2o5dcrWIbXYsCi00sy+CYUJWsf+NKaQuQQWaQX41sEow+C8ZuYo2QYgrkJGbQOg4TFBKShdQusSZTmFNyXc3l4IBrBflQqVUpFM7p11zI+qAdbFC/dGwKQ6iFXnoHyhCEYBpS6CiP8kiqV679E0vH9tm8iwlPucl6WX6l8SaY73QJ4LiFlMQUi1COXppyakPTsOWtD8qJsWLAC1MJUECCo5HblRJd8TG9LEQgOJKFbqlLZFAMi1rK3UdHWA4vPvzxfC4koYqKuAnzgv8fzfaL+Mf28331mXOnaitjP9/9z3n2XbFji8UZbQqnOnE6xgaY6AQtKete3tgwCnwBQ6jk7SOuvzx8fGuC7gJeygUMU4B4XklkmqdKdBGSNx8G91Y8d80YAdv4UdB6QeBXG2fIarznFDfnIDO2gbxqakMI4xmkZT4Y9x7HO7PewcELpJNgYGrQIqrPeRyRM+Rdypsy2ziuC6keNcW4FfbhvydinqTajehFAm3gjtkjLCcmKJUhpVQhcVyskF1vpp5kBbJxCkWfKEdVnzoLBgYEiVU+hiinJyAX5viqNWxepkEhUFEAWvgTQ5bgG4VoCgnFLPi4p0l8bBif52QCgBH6LDmhLTRq6f0x4AFej4U5PaVmVi0SwUepkrpi2vp4ppziahatEmKqbh5x68LlLVGAvY1g5omArcrkJ1o9mxopx3zALKQaCeBskguhKeuR10PukXIeLSAy37iwMPJGFBorMxKOxabeDMhTzO7Sza2GRt0wRybLIq4s/8ewK5nQdsZ19A3sAEBrNmkC4Kbk/wNeTaFHXNF8cuJoaBUEOqKhIpQBkoZWB0Aa90TFdqifeQNC8EHRuvCVpXKPYKBj+ao6jzxpW8Gg4Y+MNwAcH3FRMYU2EyuQA/qdBAowlgewJckg+WOyZjkqRqzYNmz6J1cRwtNKHSGhPjI4AikXoHZvU0LrE7Zb8qpHdZz76cW+AjKGQUV+rSBDidnmERKrRVJhQIWFxj398cpfLxfYZSphHky72ONlGbpYgxAMftF7BKE2DgQK4BNQHwF7YR0PH1YlIRFOEZ55UpJfVYuobP9l8VXCGiToWhsSBAvmgcXTCeNih0XmXsKWPrmDhAr6/1QaFBWs84CLARDMq/25VxhBsLht1ogG3r97EHLGzWScr3UwkU8g4gxz6n57/WMhnXNKs/Zx69tmOkWh2XubjJr90U6YQcSMv+7myydX9czWo6q67yXEPo5OwcEDoh2+RIxHnlgm7rRNzyd2+sjDgRx1Cj9o9DR7iN25SxU7xQf2xiD8lxlIEiBaW5lDEsAzQW6ND8gcRI0UTQSmFi9mFKSloJi2ugdgFVzwEpFYwlA0amglpegzcT7E8O4HUJN9sLUeph9RS55rAmgQ1UflkouIRbgAiw8ANBZT5Gfg8lasnPSyuGNjT4Cy7HTMiPkpdqLxQxCGQb0FW+VkkL8G1Ir5NSyKaCLyZw5Qy+3IMr94IgqUdbezTOrr63JCkRIhoqIq9DAKjTz8ZyminpFDkQnBumX0SW1IpJdb+v9iPFmwacm1FxxjsLfw4IndsttDGq+qBKjUqCmKLv5uV3eS/RZ0GKj+DPtPMBJDZQpkilxPOqgfk/KWtus7Tb4BMoaOdMAnDd+lDZSoUqZaEtC+uhrA+szRLldALlLVR9yBpp9SEQACLfNkDLwBCZEqpIvl9VM1SBGemViUGJfjpD49I9cd6zXzY8RjVSeT6Mpw4e5AnEIkkAEFlIsh2PD8y8YbYn69cZJcUNkq/tR/qJwKncgR1Lh/Ou768XgLPwoWqlL0rAFHDlPhcoKGfwukTjufqmbVJVMjl+QUkYutQEZRsG2UKBh8gGk5slC4EsvaKTYqE0OsUIHGBDNa6V4E//7yxQItqEcYbhUj8ipMXPiCLdqJ3kmOCdXTl2bdjzxNpwbqdjY3PrMVCoy1LpgUIbjn9D1gOF5PzHOsQxmpBf43FtcK1bzB8TwNNl6qxsM+U6eNmaJDBQBBjiY4yAdYNUMRo8Q8ods/ydt6efYj1icX68TqN1C9uYarbm2a7cdVWK+AnZxj6fA0G0RfrwrbTzsvMnZueA0E00efllwpRH0la9bzkY1GFpgAWhY/AyagKwA14rWNdxLoonmqSgFNNgnAp6QwgpBEiMJpnEKvLQjmAdUGrAmxJFaaC8A5SGAwJbyEYEl9olX7lzHI81Fci1ULqMUWpZKMXzZSlscAQfouYcCe7eNRXo/H3wQoCjPptIqwD0UKLkSwnfvjYPC3bWQGNB9VEWIQ8T9uCQyBSAqeB1ARf0IfzkAM5UmDcOtaQ+ZKAM38/u7woJhNJ5qoD3aweH0SoTMYJAnfQv6VOKMpYCqNMWQuqb+W1dl6N9bud2J9qq8tp9GwBB/Uk3eJKrQB1QCEiLbeeHY0Ku9ybH98RpXSAC6QJSKdJn2kPs3x28bbMJpge85cCAd/A6tMB7GFNBaU7pJQTwPSzALLhsvSbAeQetFKeSKcMcQ1LMWALgQ5l6tHWqLuNYhBo6pDspM9QiC4uBUusICClSQWsIINKR4cgMz5RepTP3pwloHft6VRCcSfuI9s9EE4zus3Hc0MeKrl+z6Pp+Ab/6/r+oODW4mnVSwxrXZ9+iEwQoQgqbssy2gmuDXl96np2IsGIWUEwJCwGenAlqe+Xq+1o7sT+Fv8fSk/PU5P5iJY0PKQBxbud2kraL5tSJsNJG5lqjaTW9NM1uheE1jJo1zevrcY3tc0OvWnZtY8DJABzyqYDNxvS4EVBowNQa0xBa19YRAGcVE2gdEJRvMwYKnYS+2S7drj9f2OYatmEHrTzPFjZ2H1b1y1tm56LSJ2bngNAJWt+RrHrxJJqmV7xQeXpZHjUe3Va2J+KJYUwZyibZ+SIg+7ufWkbeQZMC6YJT1xzQEAUNB0S9CQeP2vLZ+1oMs+ICyskl6OYIVB9x9NjWQBtSqbzjtKrlIag+ShW18nLrFASeA+UepNB6rkCWmEGr0w1yQEPu3VjVFoXEwukIlIZKYFGgVKKzITWDASCXhK5JAcaESjGGo8HFBK46QAOFw8ahrVssehoYIhhahHNzdBgoAwhUqFww1WfPFvGZ8YMcybHuIPwqgm0CtOWLAgGF+ikb24A+g8hMPOfm92Db77c173ejjp5Hic9tW1u3yOgAQeJjc1ZHtlGu6wago+0GdN9TAiIQ5H1a3PNxOAWIgi/mzwxUlj4VixRIOmtbJx0igDVvnAXamgGadgHSJbQu4IpU+aqWFCffnRSy759gtr8XUmivQTVzkJmEVLIln8e17J+bI3hr+LwhlYkPllH3gZjSVuoCvjDYL7kqmYAqYuLHx3x/P5Ah25vcx3oLsiHVWXx+PEj2HL2PlcJiajQCCKT3OCUrVKh004vwxTRWJ1vUXTaojDfCTCq1Shp9TRs06OpuAEBYP8oA2nTGSNGDiv3G+U5ghbvgcMwEQmp0GAP57y7rk/u7Tyyz3nyCKLWP9UPUDS+ojmve9ZPCt9zv3PXftraJJQTcICi0BiRZWUFqhG1yHNbQWLpl/tkYOLTtq7YRPFkFQOTaMqJP6o+ZHkeEmD4m51oFXgzuabrITjvGdu1/PrbdlqDJrj7sJMCg7gFXPxdgpA/eqGUB5L6t00i8VbZzMZkd9rnT7RwQulk2oGau3pQAdrphkUDw3dzcYPniPYJCxJXKRo+bgwrepXmmT+kEnhSUsyiD8GipuTpLXBSEKGcLRHCjgUNtGcxYWoJRDlMzQTmdotq7iye5wqqRCXW+YAoMJQR9DK8MSC14gml40lsog0KAD1k45FFwyUvOJ6zxwlUWQR2hoHoHWJ/aIpF02yCWW+6BMVAKTk8TeBW0MiQaXFuP+dKjtm0UUc3XhJy2QB0wLUapKdyX1g7PCwyotLk20CaTRZMwEoRhNhoJRrYY2WYcOOmB6ZjmrYO3KwbPdfudvTHu3M6wySJj5UKjk7LVm+hFOoWPov8AorabRnq/GSSiWGGLgSBhl4bD+S7TUE7Ci/0E2GtloIuQWqaXQYemHaQiiQYatTW8KaGVwcRUcEUBNMzsnLcMNDSBeTJv+RxHjUOpDfam96CaAao+BJogsi9+FIBo28Rziv+3Pd/tA6M0AhcqsWLkOGKb3vs8EgwAjesuhFaF3fuLj9B2XypmYcnf4v/LGawquKrmwmHeug4jiIH/rii1ITDjaAysA5IQdEjtk2qYVhVJU8+6UfZP33QnBQxDbTrvUnXK0cXJ2MJFnoOLjNKcSbDKTrbKmO+mn2y947nzv11sV4HpY4NC24IN6LFMxvbPvhsDhnJQa5vFdl7Va1tblya2FQslgkCrQaFj2xpQZ+zc/XbEr3t/d/bb4pirWEL83fjz2JXx1bd1TOKNz2WHufbo9azoq51NRnY7M+wgADsXkzlPGRvYOSB0grbSUax70dehvyE3Py8dP7ppPvhlUcg8OgjIol9BKd2JHIvuCglQ41qWGgrn1sowQGRM1ECQaPEiRIxby3PyufMgYgFQTULJrzCZTJim79tudTIBXeReyMDjFeBtKG2MjgPvAEEC1ojQ5thNCiBS0lYwqepXhrKvXiCknGbZzysDFFwtzBWTqA1UNwwCtS7TXwrVdCStQQCgiUlAkOhT9EXB5fxjIJCwfqRCXV4yGkgAj9wCSU3wPgFB/T7EQrW9xVJnw+GgsSkXe5sJ2UmwhHYFhM4XBed2HNtY1vg4n8VDJQAgBgQAQGkoUjBKwUF1WB+c8knxMJJG5QD4Tnl1QNkkmFyEsu6sScY+WAAbsqlyFTUMyiOk9e4VUzSeADjUwd83nlmPtfcxKDBvXQA79lBOZ6hmiOfpaBuNTUDl3LZl/x+AK6msFX1954GM0Ob7tPsRPxZ9uQAtilmeEXQSn5s3L2frRHaOQQOFxnrMa4/WtVhYx5o9wqQCwWh0ytOXWkG3i8Cgrbt+P+j/IGubMIGkGqVtXSf1eKxUfZ85m//dSUV2aUwd2Nhz2rQgyRaNN8O8dfB+h0XKues/E3YcIeRVgMqm42/VF48BBuXfbZRn6AENJwWGDojhm65x1XXsAqZi5HmsYrqsAaUG92gMgApp1sPUvB3avc53rWMuye7Ztez6HFeBQTR2XwY7bwcGHcv39se5Fde1rqLbzfL153Z6dg4InZCNvUBxEMomqCsRbaDrNL3tULHjAmF0PwwYIjFFynfnPDwxFEFSBodUrABAKWIb07vaxEIihUobVMrAFVO40mDRuk61MCnRXluOHi/bvEwvU+NLPUFZTZkh41h/IVZnGVxb+CyKooZFhQ0T6LbpTqTXOFFJ0wApkNbwuoypagTwwiDbHt5FMbzIMFK8X+uBpeVrXh62GYuKASCJUmkiTJTKrp2BoIIQ0gNqYNl2QJhRbYgAQokuhAdgW95+/BnzhN95Hyf+cn9G+5FfsXgahNu6A+aYZtGqdwE45UFjx2oD54DQuW1rx59kOQzK6+aWv5dj759LwIQOPlv8gyfV0VyzJOlRgEcm0u+D9k84VxsFqQlaldBFCR10a7yzoHbB7QnaNdQsmDHkWpS6hKkmWLYOWoV0KOs4IOA9rJXy9YRl62MKrNEKhZqE0vDUAavj7RJmYgB9qF3ChwqW3jsotwTaJXy9gG+atKNSoIJZM6QC0B+CHKLvM9i+moKKCl4qQUoFSDPp+Nr8EQHZvZbiBpZL29e2hfUy7qV7LbpGpSaUijAteAwofQuqj1iTKBu/YoUwKU8fxhoPDsR465LQt3QX73vizykVeqw6ZQTU2iywsioI0Xk42zEhRv8+ZeOUsV0WZ+e+/3azbUChsVSqjaDQDmBQvs3a1J0BkNFNufI+CeRva8cCg1awm9IfWzJ2xtqxAuzZKvi9ChhaBwrJtrv4mG322eY+ZM8RwOBZrt2176aOAwb1d93Vz+74rM+knWsInZidA0InYJto0WtBodwRr/Imqxbx+SZAFCsdm+Pk0UPrgyNTXKnMAVCkOSjquSwkSbtyNg7A0WSloVwLClHjwhMUHIwjLK1DQx6t5aoujXOxLLn1gPUOrSNYT2gVodQG2hRQuhimWci1ewdQy6KoSgfsKg0afO1I93Pls0gsm045dpmERzHOXmRYWDnKoJVFgAOWrUMTtDWs44VWvoukhFWGtSpiVDhUKUOz6ApFZwygvG2io5RXCMvBvj4LbPziVwzSK7bj30dmVRvAoFtpu6eMnS8Kzu2ETIBkmTBu3B5xsusxPomWNJywQQwU5DpEnihqDcGFxYbzcUhxvusn4FmQ2ga2oPZAoQoODgBcOUtJKq4F4CKLRRFhoku46B4UanS1fURnTofzaudhtWJAyAlbtctoFNNKQesKWticcg90YLCqBlAZo0pzZa/I+Mz8NwHwLUa398owCKTLmO7rTBWEmDFIQeprEonPt54DAzkjiBk6zAoqFKEKwYBKEwtXt0sOauRsp5wRZKqYEtbYDIRCep5xN2H9SHog8T2N1SnhEdlW4dnHvjUGQvb9ehD9XlWSeKCnchoR7A22K0Po3PffnnbiTKEbAIM2bdt5b7J5/y6g0ChDozdfvpG2DjfcbV63im3fYYiKjQFTY6AQ0J2TrgOFTns+ugbgW2cbmUGbnss2zMz+dsc85nFYT2chc2zX6sI7VSS+w+0cELpBy1+evh+PfisHheJ+wxeWgY/uZ/1tVp2IvGPtHSgGYDCmLdGdSEpagbCGtGIWjSkMT1atgnchWmuz1CxpPykuI6wLlOUefFVh4TTr57QcPa6tTJi5QoxWhJoopheIgDJHNTUo6B/16e2iq+Ntwz/bOoEpYzc9p5/275kAPCJoHWj/sTyv+GqfSts7h0DRRxDZTmwo633M7SZCEArlRcDEEKZGQbsGVB+Cjhapekw+kaagRaQKwJRhsVLFFAHnuGQwMASBxowoReFZ72QEbMvv15hl1X+2neyPRdXz05xI5Y9V53Z+x5Sxk2/Lud15tqnfxrGAdNzW5e/QyO5xl176bmexjmzC2EuXkvQyH9ieRhn4ggWGraKoMdQHE7z3YM6Mj6lFktI6MRVMMYFqFjwONMIYYoYONQt4ZTAr9zAzBerCMFOoZZ8oPl9AqNZ5WOJggGgaSUqTmFypzPcVAKMVSjXB9GAPql2y/2yWoOoojEe8sdchpSowKeNiwvuUhisCzSF92JkAAIVKkEuveLya255od7ed0lZJ1RJ9IPHHhQpjQBCsroxCoYCJJi5Zv5yzblNekIAIvpgAwrwlzczbloWo5dkBqS3yvOKzy1hBWoUUZGHf9hdhY8BOzgjKAhN5anJ/oRrTkUMfXyWeezNSCc5Txm5/O+7cYAwUOsnz7JSOtOE4/fT6MSBhFSg0VuRjZSXLXdq+KZi6xXYrgZ6chbgO/FgFDsl3pJIfPyHQZ5d7tU4mYQyczB/xzmDQsRp4+gygXcGgky444HfMDNitAM2dbeeA0A3Ypo7dAbPXAEcgHYg9GmNo/0aHEU5E3oXsMQ0NnslSmPxr6lawAbqggvWB6k9AS4BRJYwuQYrBIQBRcBTWMn0fAJaHAbwo4M0Ee9UMUzPB3rTKgCGHNgIn4dyhjHwND3IilOc7TibXQBDAyGjDQdSKOtsKTT9pa4Rj9Gjz+T6SetVYD9sC1qcJOLexe/yULoBYwl4m/0SUCYWG1DBw2gNdux7SwxZpgg7EMsEoJEpdAbqMi4LGedjGjQJA/dLw+Wd5SgYRMrHtNZOgmO61PgXsOHjSKjstUMhZC7dLtYHzKPG53YCNvR+SviK6XvIOS1+Tyn6A+Keg7aaLqOvCrKDE0ARGgCGpghU0b0SUX5FCEfRxHJIwtRUg2/OAYD3rAHl4kGWf0TrROKtQmAoklcekslZT89U1c3hlUOkCVTHBrJrCkcFcmJO99CkAHcaU+NeYAtsbI6LmWhCrnpSXUE5VTDMONy+C+SKwnFdNjJUabZ0eDhGcqZLu29JjaVvWRMp02LqMm2GZZflcrkuqlok+XEEANXNQU4OOFrFKZXhgDLboEAAoprCqwKJ1aJ0NxRt8h/2q4zizojqmaAG1SXsp7yN8YTnoM65NJ+nncUwN6d8DPcLARJJiF3HB6rvjwtrKfCfke521wDlD6Clnu+rxbJqDnBQYtOq4eaUsEWCXl0aYQqP7rwGCNqYcbQmgjKYhrWGR9O9jtx1+ENzotK+/KM8qTa5kAPXAoF3TptY+4w3PP8btO0ymBIiPPb7+2m6lREPcoXeQwTNYfd2jhWhGN9zMDtr0et1q7aBdA8G+v6g6t3NAaFfrvzjror/9bXLR5/RlvrDPIs05UJQvCtY4LPK8HJEqZXLk/nll8pwvVhrPehON4wlvoUO02FShWljBwFC7YP0e1/JioV0Aag6/vA5vSqhiirKYYBaqrvBEtxutHrs3sjjo3JhwBSpMzvne8i8SoRUB51zIGUhVVZg+H35m+0sp3hzw6dzL7HlIWV6j+Js8sl4Ecei4CFguoJaHIcK+TCXsgSQSWlTwZgJfTgMgNOWUNOdhvRtEhnNwLNeMGPQbIOlx5ALRIwNMn/nTZ/g47+Mf+b2J5wy/DQ7di5Lk4Kic56QHkl0jBecaQue2q63SmYnfAx2QOgd3hYWiyMMiabvxYtt0K/6FCaRMQAkI/iSfWAs4lFVtBEDKQAtAZAxaT1HvppUy7hnjRXTHrA+prsUedEhbjZo3jjVwKGPpqKB7Y8o9Tnkqq5jylLMu+77XEsXzUrgs0WRTRFi27GONImiygYVThHvoYZ1D61xM4xIRf6KQtqsAo3T0od572GXbSfVqXZflyalWFNJ+AaOpw84RIIGy8UUTUtGEo1BVs10kQWwA0EGfSDSCAkNpYT2axmHZuuw5MOAi416nGmXQfOIKKzY+E0i/cN1FWEcoO2NTCQMISIEQHjb8aJ/N+zUvxtO4KP1eUsT5/qT35DQXDjtrCJ37/jNlu/STkxRpvlk2AIYyttAYwwRYDQZtzTBZlRYqX69ICU3fj9/jGxXsXmmjTMYs+LILa2mTjbKWes5MtqOextFagOaYYNDgAOtBr00A5iCt94TsVoNBAHaXitglm+AOt3NA6JRs0/g09hol5k76VhbcHgRSDAwxxrNOnDoNMHkzVDY58559jAA0oi0EBI2hIIzMkVuPUldQIfLsmwVPjkkBDRLYEauUhcmv46owJmgNORNYL7kOTmgbazb4MNnOtCh8ansePQa6UWU5bmM5PS1ds+j4sCir0T6AROne5M+iE7lHmoznOg19cMaEtDfVLEJawCH/bBaJVSX3K0SFfYgK+2LCP3WJpUsRfAGpgNSXElOqywBKTjkfdHp9YtUEIAOCvE/79Re1g32BwfT7uAJ7J71IONcQOrdbbZtEQSNLM9vOgX2J86wkZH0AHeBBIVpMSgM+jAYO6X3WJgIA6YCOnVQnFVmxQLWyMLqAUjq0gbhNKkXMxOdLcpq2DqUuoM0kHF/SkAJQFUAJ2Da0xwNtDV1aaF3AFEUG9At4wL9779FkY08bxgHnuCEuAEXWU/TNrKXPOwgI1Dg36vsnRkXmDvvucH6kdF8JBgCI20h5eKOYkSMBBYoDe169i7himwBADacFc/WwJi0aBIAXXbigW9R4DsBIwCQBK1KmntsggBBrEGVpZ3mAKLv+zuR/DAzqFSno980+GJSDebnlY2bf+oGA07KdU8bO7Y6wVemK66wz/8gYO6di/WNn+lurQKExW8nG2RpYkEVAF8BYBa5sCnwPAF9aoYUnx+1/rkYAimxeOq7pOQxkrrW+fMQqG7CY+ih4H+UeB4FWVl7rn2NMzmJLy5/Xzmy2HbSDbnS+frsBt081OweEdrB1nXoUxY/Oa1g6foy1lk+uOnT7CI4wcwh+xBlmA8RA2E0WCKE9WmkYUnCG6fYNAkAUJsstIzMgIiyshQJQ6j2YYobC1YExdNRNh3ItgyELjlL7xTVAayjDJdqNLgBtgl6OioLJLZ8qRGrTz/6EXSaoOTPIOo9F66LIc2O7i4JCExatwsQoVF6FiC9iFFlYRyosAhT6lHz+aaRMb0g/IFszCNbWfO3tgquy5RN1oMsI0iUzgswErtxLmhs1ayz1I88xyp0BTySpB9kzzftYP/1rMKAi9eF4b0fYUbmtE67ugFLecT8NaQebQKGTtN3Lzp98W87tzrcxdpCw9CLAAH5fHDitJ4L+I2wGDwHj+aCS/Jgzh7QqOK0sskLsiK/PfncO5Nu04ACYzaMMtKkwKUosNSU/lIES1iOkCzHgIilkShkOCpBiHygMSFuDWgXfLBlwqDmdmEwFLaL9wMA/TaV0u8eoFpGkcSXR/gASBSDIefb/zmPg+480oVAKhWaQp9A0ZFISUCoVmZ6S9ssgjApgTz1g3cR7bdsw7jEgBNurmikATB4E6DFna5uxQSmvzElRk067hgEmW/M582cdwSZJARtZUBEFrSWd0sHcMB0s749A5u/z+4ahzt+qNJd4vFNkCZ2LSp8bsBswdBIWiwhsuzjP1gVjoBAfs3sNG8Wjt2LpZAjtGKCxhUzA2CmJVrzfRBgtmDAG0uQgT3/uGhdWXYBo03PutGcd6LctoCbfH+e8vXMcG8BZkyq2lhQwsu9x7SwwgDbZuYbQydk5IHRMW+WAxoCgfJLuScUqYArUiQKuszHtGOv9MG9f2kDd9LK4YBAWT88BEymQLhkcCpHc2gItPBrHVH4fJqwAMG9FONmg0AWmBxeSYHKz4HSpto7MGGqX4VSH7MylkpcpOtFKJQLPpmLdiyDwnIAhdARSree2EXHKgUSDeWGQnKAwhIpAs5fKX0Yl/QUR51ypy2Ab1oEQ4CfoM4hQaefeOhuFTb2ZAFrDFZxC0UkPcEA9t1H3ottefs6lllQBlXQwRB+itxjgnU1YFKA3qHaByDEAKGdi5SZ/akoLBPmsn9ICpAGKJwDoDuYjdpITt7OYMvav//W/xmOPPYbf/d3fRVmWuHz58mCbj3/84/j2b/92fOhDH8L+/j5e8YpX4K1vfSuMOXfPZ9U2BQV0b0JNCJHfEYbQmOV6b1IV0gKwJCXj+f1WphgBZF3yU1KdMQePbMPvZVuDtMHETOB1gUqrlELmPdoAUgjoHrWFihmKcgYUE6BZQJl5So2V1DYHUD0HaQ1v6+iPxhZOoqWmTIlKl1GLKAdLRONOgAzrCFp5FF6jsR6FUoFB2p0AF4qLLGiVxgIiBJ+fxoFc+8cI27OtQfPFAHQbTMiFHWvbxJ6SsU6qmQUgyFUHcKQxbx1sa2MQwCGMQTqB/6UmLqbQLkFNzc/LteiUyyXFYJM2XKo+/B3Pj+T/Zc5hbTcdLB4q/My1rcasz6Bd9SqMrolOCRQ6iylj575/NzuJPrItMHTiLOV1zP3Bxmn+1i2vLp+taNc2qWKrGDrAVoBGPEx/3jhikiIaQSEBgPJ2UPbZWJt6n3WCmCHImbOCNgFWA+bS2os8Bhi0q616ZqvOt+L5bASDBiyncRbTJnbQqfjoUwJpz1PGTs6euqPOKViu9QBg6PCBCArpNS+HvIvO+85CXKq2qOyzWOYWAHwAiIJTZmeQbRwjxr0XwTGbRyuOHBtTofEEYz1qx2XWGYgBHBy8B+YtT6hL7WCUwtRcQFldRGGXzJSRtKl6HkEVwHI0WSlQm01aZULbB4hIoZTPgvZCXyA1B4qiVkd2aeL2dEwZGAd+GDQLVVnatjvBFwAoaEFEwU5nw0QULOqqC8AkJpALiyZXzrB0wLx1aOc2lqmXZyeLFIkE51oR5CyoOeJnlkepM0fvSXGqRuyIQbBUFgIZ4NR3830gKAd7gPFxKZ9PyMDR7/Oym/T5pypVtK5rvOxlL8OLXvQivOtd7xp8b63FV3/1V+O+++7Db/7mb+Kv/uqv8C3f8i0oigI/8AM/cAtafG6bbDB5yv7kMQCdiRnHSBFAEdm/SynvM/aECdlnbzjPGyUyhI+f8ztM0MqANPtxCqC8j0xGxAABV2tUsWpYaUoUusSkqNB6Qq18ByCyoWrksmVNnVLtodzL2KLNgsHzXC9NrhtIY2P4R3E8SmHmqEWkDIxoq00qONKorev4/Y5I95rnJWPAWHn2qMcj6b6H4RqkJLxzHYfntWGG7Uhk3ZsyPRFhhYZrcOUe37vGoXE2MlxlTCoDgykCUu0SVC87gYeOjhQA6CIBQbrg84CSuHabGFWrLAeBUho0DUDGznPMzdvxw68JBJy2ntBZsXPfv7vtrEvT66PHYgxlgMyxgJ1+k467b2QG5eXVVyzktznuOtbIjoyRdanQor3WwZk6AFDkPiYNvJE2DqocynFGgKCd3Ec+Jq8D0zZZ1rZTsc6EYkVa35htuJZt9IPWvnMb3rX15z69+f85IHRydg4InZB1WDnA8Pd8Ugw12GasNKXKFvUAR5njNr3zJ9CIBTU9CEqZ4Hx9KEkPgFyKGMviva3DCXiiS+0CpS5R6gKlNmi1xyJbDFhIBRmPhWVg6EhztHVaFJgUJSaTi6BmDrW8zhPsPJ0qu/YYTfYeoBakeACgZt6NKoeop+rT4uNggQyFGFmM5GazwcC7UMLYpUl3rM7CP2OJ43wgIwVoBTIqiIRqFojWBXy5B19MUZPBovWYz22WktEVvGbBU2YBTUwmTG1r0GKJmJIwwu6KfUWbBK4RJb2KLCo8OmdHSpcD+owfjkLTiCYFkeoecE2kgpBAIT7G6kXCjZpzDu6MaQh97/d+LwDg3/7bfzv6/S//8i/jf//v/41f+ZVfwb333ovnP//5+L7v+z684Q1vwFve8haUZXlqbTu349tKhmifodOPAMaQZcZj6IFG/IuCFrFfreE9DQAiyO8YB8FhuZQ8p5galFVIMdOsa0NtDS8sIu+AtgVRA98uQcRpvKUpURRTWFOEqmHAspUULj6HgOoTzanAk+oCp1e1S0SR49w35GC2s8wqQhdkpybdh8iw0VyF0RRVFjQIi4YVjNyVKQcCYLuW/WpgAK1M95V2hLS2viAzgK4ORmTAVvDKYOkQy9kzuJZ8jQ6paoUCpoVKBQmC/lxekVKuJQ+geDMBlI4V05rwfCTQkANOeWoXkAAgaUf0/c6Oj3dAd8GW9+nc5L5js88/SXPWAWes7Py5778x2wgKrWNIjABDNzModWKgENBZO2xl61Kj4vmE0jNy3h0sB4XELwhTSI4fKwaQhh+Tu+gBLWOpYXmwfMz6aatj/WclGLTNPHCsjdnfN2ynBAZ1z5Efd4t34gYBxtN+7/yu1YV32OdOt3NA6AQsdzqjFcD6L00fCOptHynnQGQUAUkQExg6xDwWGJ2zMIWUBhwYFHIs/OlztlDmIPMILlyLophCmwKAY51Sj1CVRrSGOFpdWxEGdbBOwXmgNFMUSnPaWK0B28DbOkaG+ZxD+qq0oQNAuD4AlN3T/mJg7P73Ig35c+hcc/9zgCf8Lgxk0Om4KhcJLWPVMIkGzxsXQDReCPQr2YhmxSSUqa90EAxtluM6Edn1DKrGyKInXit1mEFAtuiU5vfTDZGAzU39sv8MbiSidlLm7W7lJ+E92rbF1atXOx9XVYWqqk6odeP2+OOP42/9rb+Fe++9N3724IMP4tu//dvxv/7X/8Lf/tt/+1TPf24naP3IZ+6jewGDvt/lDwXIdeACAo59tmLhXx3YRSI+3U8nzru+JwBZxcZCaWhdpEl2W6f5ec7YkfaEd11rh1LzwrSlkGbkgyizB3T42yjAw3GZ+GIvpdsK0J4fVz5vFINAWCSNCdvEtE9SQZBfW5Cu4W0d7ofu+vB+2m68yaoDlI/uY2sGgloG333bhF1VFF5mAKZMwFBgs46lNohGjwA0S5t8fx4MKBSnOYtYdCGpYfVR1CPqgFJZUMQbBsigCzhd8LlsKkaQ9wMFwBGgsnFWqoJJMEBHbTwpDtGrWia3U+5n5+idDY61SDjxggI7agid+/470EaAoVWg0Nbi0ivApq1sG5AmtrMHzmzaT46dA+THOF/HVry/imh0zZHfzSiDIZ8SQSQs+pW4RoHm7HoGAJAbX+9s/cb35/SD7zf4ohGgZgwMWikmvc1xV9gNVQbbsq3ASHtvcD7/VM0KuJ3tlDhvN27f9m3fBiLC29/+9o3bvuMd78Czn/1sTCYT3H///fit3/qtzveLxQL/7J/9M9xzzz3Y39/HQw89hE984hMn0s7Rl75DfZT0nSGrJQERniOmvX8UqOvKNiBnoXz4Bw8jKU9hYqmJOiQZ56X8OsHpgiOWpgpaBlP4Yi8wWSb8TwQ/vQe1S6jlIWhxDerw09DXP4WpW+BCAVyaaFysNPZLhb1CoQjR0cY5LFqHa7XDlaXFZxYWn55bPGkNrut9NAf3ob30/4O9+EzYC58Fe+Fe2IOnw+4/DW7vLrjpRbjJhaC3M4laQwCSUHW7gGqOoJbXoeZXoOZXoA8/DX39k6ArT4A+/XHgE38KPPEn8H/5h/B/+YfAE38CfPLPQU/+BfTVJ3j7w0/z/svrUM1RiA7X3VQHUrwIMBO4cp/bNr0It3cX7OwebvvBvXwtFz8b7cXPwlF5CVcxwaePWnx63uLywuLK0uKwsaiti+WcK0OYFQoXSo1LlcalicY+NSiXfD3q6EmoxTWoZs6pdt6nhUAx4edW7vEzLKZwxTRoL5VwuuC0gd4AypXVKPYZQ7yoVPAc1Xc29LM26VT0/41Ejfv9HCP9nPuVDMj+1NIFhDp67H8e+LVf+zVcvHix8++tb33rqbQztyeeeKKzIAAQ/37iiSdO/fxn0c6q7x+b4MT+3AGC1jDmhIEo/1pm7FAbWCG2Dr5uGZiVS6h2CQMHA4eCUrWpQjOgoBVzMWIVyZAy1AR2yrJ1mLcOc69R6wp2cgE++FtfzSKbRcAa1RyBltdAwceW7RwzQ9grVKjaxeexgTV02Dhcb9jXXVk6PLmwuFw7XLUa132BQ5Q4RIm5mmBuZlhWF9FO74Y9eAbs/tNhZ/ewb61m8OUMZLikvG8b+OURsLgGml9lf3/0JNThZ6Cufwr62v/jf1f+cuD78cSfAJ/4U9CnPw715P9l33/t/0Fd/xTU4WeSnz26DMyvwi+P4BeHPO4qBYSxUny+m90Dt/80tAfPQD25C/PiAHMzw1xNcIgS11Hiui9wtQEuLyyeDL7/am1x1DjMG2HVsi8uFWEa7umULNT8SW7P8hqoPuT0YAHgdcGpZ9V+GCcvojFTzL3GvHEceAjPuw3M3VScIFUqywWqyxB8KHzL6WlZf+NgRNYvWw5OSJ+l/hgQ0tS774Xr+PzTtl19Pzzw/ve//9z3n1Fbu6jcZqG85aJ2HChacfyRY65NgdrW+gGDTZvnxx9j7fXnYIMDdFNC84CAjGv5qz1g36w4rFSG9DF4wMFpr3T85wKY7XTR/Zx0nL9aJxUmObCR/4uXkP3elzmI43LwVyuDxut0fPq+7RgAyw313Q3fD4obHNM2gjXbHHOkjT4QEW5GxbJ4Ts/aocf+d4sD2GfRziRD6Od+7ufw4Q9/GJ/92Z+9cduf+ZmfwSOPPIJ3vvOduP/++/H2t78dDz74ID72sY/hGc94BgDg4YcfxmOPPYb3ve99uHjxIl772tfi677u6/Abv/EbN9TOsQ49pFV3076A4GNE46dzPJeOIWi69wDGc24pd06kQCqdR5wybyB7yEI9/EWZcLKzQLvgiZ93vCjxmWZBfQivS0zLKSZmgum0Qm09jsJkVNKhrA/RUO+xBGFhwwRYc/S4UAWIShQFgjjqsB155BbOcsQ8Z/GQi9/BtWHhMIevF/D1AnAu0gGpKFiTqJwA1QRUgrV+gA7DB0ACoSQdwJTdEr1KxxK9uY5F23jYZRu1gZpw/XL7RatIJuNTQ6iMwgQcmaar1zkiHO55BFYkCl1USSciqxIzoM16DAa3QWl61xsY+7ZikpD6ZGBIhb6XV0uS0tgrj53ZaVC4b0RU+sUvfjF+9md/tvPxqgjxG9/4RvzQD/3Q2kP+/u//Pp7znOccvy1PcTvLvn9rMDP6fmQAs4YIuXd7veuy66RkPBBEoUMKrbOQ1CdCSCdWBlorFt8nRH8kJdylqdZzhLUBoCyD0gSN0hjocg/KLLg6Vq1YV0h8f3MEbw2Ud/C2xl51gEJzlcbachqxlH23joEoIg/tkhYNMB4EVWAdIk0lJpMKxRRQ9SGLVNeHqWR7P+3MuyRW6h37/Kbmny1X4fLWgrQGlAKVE5Bp2PcbrtDWmcgqHRhHVQRf3KpqYNajaewwRS+715LeJ2wgYetohTgGlDqNAXp5na+5mUf/D/BY5M2EWafFHrwu0IJFv22bKnDm51bEN1vSxPg5A4Xmnyb0x5gSJvcR6I6vnhm8o2XrO8A/YXxRMPxsbSnmEzBeFOwynnh81Vd9Fd7znvd0Pj33/WfHTpJNttW8Yxt2zSgDaZh21fHt2x43CxhvApU6IsPxtx7YsQkUEmZfdozEwOkCTdtkKYjlFZLXpWaOVjhc87wl1XWsIE+SPBiCXL0TrDp47+8uC77/+QAE6iU8xL4bnv3G/jDSf3ayfrvXAFdAzx+vW5eusZsJAnXOe64hdGJ25gChv/iLv8DrXvc6/Jf/8l/w1V/91Ru3f9vb3oZXv/rVeOUrXwkAeOc734nHHnsM7373u/HGN74RV65cwbve9S685z3vwUte8hIAwKOPPornPve5+PCHP4wv+ZIv2amdazt2b7HsMuo+IThVIkBSuEKNkSF1sveCDQCAAHqQi5M1CgBUXsmM08gwUlmEf9OkobVBYapQRtjw4iBGChvAL0E0B+rr8LqEKqYoiwn2pgdoPGJ6VL5I8B5oQ8Wy2voo6KnA2jm8sEkldjUpGKWhTYWi3E+VtfKUgCD0GcGjwOxR5ZTBobBAkJQ0AYSo2mNRatGh0GUSs85TCzLwp3Up0m6tR2vbQMnPNT1C+V7ffTwKBK2Hi4BSK+jmCLRcQC0Ps/srz5BYmFqX8KZiUepiCq/0/5+9fw+2Lavqw/HPmI+19j7n3Hv7QdNXDCAIX57GblrFTqxIlLIpnyhlaf5AtHyBPCKNKCS8DRLwG8VUMFRSxCZVYlKUiVXaFpF0YaoS0XwF2ifiL0TSROhu+nH73nvO2XutNef8/THmmHOutdc+Z599z7l9b7NHVfe5Z5+115prrrnGnPMzPuMzGHQbSYvifsRCCeAyUpJ0kcoUjrGxln7GDWxvEqS0ISgr16SzheLaSvdFSVfYJFyqrV92PsAYg9OnT690+Ote9zr88A//8IHHPPWpT13pXGfPnl1gtQiD5ezZsyud47FiV4vvH7Vh5HCZpQ13rFwVmTlhuMGgxfmAihSeQArkWmil2W9qg0AUfRP1/H0pvN8GJB2bxofon2pU0wmUmTBbstmPAvYxONDNAe+ggkdlJjD1FjofULUs8ty40PcDYD+Q5p8ElkjEOKYWxIqVe62Uet+C3dpGNT3D12xnzJItfZcsoiXyayZQvgO6OQcGxPcrBdIaVE1imlfFmkwF83ThuSnNIJCZwNsJp/12Hp3LYH9qOyT9Kt9vaVoBGoRK5cqRRhMmOs4Bbg6azbn4QgyAAEg6Rd5OmQVqasyDYjDK+346WJxPjSr9fgaCUipYmbo3wvAsGczpbxoLm95e2loChw5JO1jxb5dqwfm15pIQsPH9V4EtBYWOCLIc9RqHpsIPzn2pWjwH2iGMpdTW3nErMGFKFCN+v6wWCywCQyFkRs4yPZ9VgZ6x4+TawzdakQQeaPD5IPCJETDowD3bGLo0MqePAEEL27Kw/JTLrjFmy8bRUaQZFgHK1ZlBB17nEIBp9CsnnBmwzvc21rcrChDy3uOlL30pXv/61+M5z3nOocc3TYNPfOITeOMb35g+U0rhhS98IT7+8Y8DAD7xiU+gbVu88IUvTMc885nPxJOe9CR8/OMfX7opmM/nmM/n6fcyx3zpwKZ+7mspBlpaAJeN14pBodEJTV64HtJ9gGOLkVN2orxcFcYQ69bEjQEY0GBgI39dUeA0BGVRT2soXTHYMt8FqVhSWJg7NEdo9gGtOa3M1KjqHYSqTuLTMyelinOk1CfgPgBRz4soA0VS+SWXhwe0stAEkKl7YEeuDJaBIbgi3Um6JYIsQcraCxCkzAKo4aTEfQe44HJ1tZDZT0PgJz0u4k1ABrc4NYwZQQrat6BmF7Q3Y+HQrsk6EbLA1jpXJzP8s4NC4wK61iUGAD+vfp+lz7BYDn5U5LZcOBRAz9jYG47LYb+V45vHWYCOwuaJDbfEjhUU8mtODEecp2644QbccMMNR77OmN1666145zvfifvvvz+xWj760Y/i9OnTePazn30s17ga7Grx/ctsbIE4tlBWpAHSIG157C/ZoItl5pCLTKEodD8Uvo/vrwJ67I2gDboAuECxfHtIfq2LvrhxnHpWmwgM6YqBIfH54meb6Le6GbSuUJk6adgMK3/JHYXiM/Gl8FwJq40syoYCtALmTtKaFKzaQr21zaDGQFyZT+xzoEAEosd8/5KS7Av9TQoehMZFAe29Lmr/ZL/Pzw8pi6BXqXKApysgMWBlPmPB7Rmo67JotIA1sX3B1Mn3CxA063yfcRrBf6P6ldIosWsHEfKlfrzP9AmkDgrkL/h+hLzBk9F/UHXKKxEQOqrz3/j+R88uCRQqDz8ultDS8xf6l2MMkGMCsHrnlK8O2tFbyyXQZxSpKX4pQIGiTYHUUmDIh5D2H0BeE5YAULlOHLZgGShUsoAoHjf8bAEMWrbmXdUOAIL483zvB1kiXx3EElr23UsBFYftX8JmOvAUK479K0EnKPiwVmZAWDbojsHe+c534s4778Tdd9+Nqqpw7ty5hWPuuecevOIVr8DHPvYx7Ozs4GUvexne9a53wZhHD5a5ogChd7/73TDG4DWvec1Kxz/wwANwzo3mYf/VX/0VAM7FrqoK11xzzcIxB+Vpv+td70pVIko7aFFzUOlgAAuodghAKhE/OEe+YBZlyxHiJSwPxMkIiCg/e6SSLZQooSML9/zTo662oDrNTrWNk1iHvEFwDUIwUNhD8B1Ttu0Ek2obRiloxWKakkrGPKhMoS+v5wKDKS7CWfKiOrBoqSy+AZkMQpoItKpACtDVVl4QC2W0XOxGAKiLoE9wuRpLOXkJUBYCtz+AI+p5YzPob8qbBAGCGFgD6igWrZq9FHnnCjLzXioEp6dZThEwdYoMt1BoXVgoU6/A7LOyQhilVJI+GLTUxsCgYcQ3poeVY35plbAYtZEJW8Sz5TuXI3LsvYdfM2XspOyee+7BQw89hHvuuQfOOdx9990AgKc97WnY2dnBt33bt+HZz342XvrSl+I973kP7r33XrzpTW/CK1/5yhMXNb2S7Grw/WO2LFJYMmb6C+Hoh0Nm0vWE6ovzEAEB7P/Z7Y0sJosoaO/NlM2+cjDaQinN85AnOAIoFgQAGBjiqYJ/r+00+4eOkshwqgjZNQgx9VS5FlUUWvZxnnGBEjsJEIYSYsl4oEUABUoiyIAEJzLg7hQD9AK4EA2WKhSzmHTdB0MGvl8YQVKOfTRqXWhVCLhVpv+KSRocV4akmAKNATOz/3tqm6S/SSq0a3upA1yp0gKW54AUCCiKEXAbiIEmBdjYDgPPINOwQtqYJT8v40P3ALGDjEGg8XEt9ztagvoymPd+vQtufP8VYauuAcTfLhx/GNByCSyhw7+0eO7jKrCxjHG0NO1nBBw6EjC08PkAHFoCDMkeowSFyoqYZXt68+FB68K4ngQW08PK4Ge/7aW8ROh93j/5gPk++PwwjaDhXN9v28k5vkPH1Qpg0FIG0zDN7pBrHMVOMhjg3XrVhdf5zqrWNA2+//u/H7feeis+8IEPLPzdOYfv+I7vwNmzZ/EHf/AH+OIXv4gf+qEfgrUWv/ALv3Bi7TrMHjVA6Nd//dfxkz/5k+n3O++8E7/yK7+CT37ykwvAyaNhb3zjG3H77ben38+fP48nPvGJo8cOX7ahgzjofjjQlksLY2TRmhaXMao8RvvmdhQvanq5OXpMUXxaQAUqvDOnEuSSuDNHqFxgttDkWpiJZ12HdpbK4iZ9h6ZjxlA7Q9AGZHehtIWtthBsjc7qXHI9ZHDlILYNEDV6kPUwZDoZK6NeRieJ+psr6WPALXx3GNUsrQT0OMUvg1JyuOgfcXlnBoSMItQKDPw0+9xnItTZtXmyitHgoE0Uh64Rqm14U2PeebQd0Dgf2UnlpoRAxfU0ScqAsKbcQviFJ/DBTQM9ECiBmIPxlyLf0k8h909pC2BnPEZFltBh+hHHMWGsTR09wcnqLW95Cz74wQ+m36VyzMc+9jG84AUvgNYav/M7v4NXvOIVuPXWW7G9vY2XvexleMc73nFibXq07bHi+w8qhSu+g/9egCPx7wJsl1YunKk4jki018BaQgXwUVbXSlWiinZQZEeqmOZrlIIirhTZQLTQuH2+82gcoTMEo2rU0zoJXIeC0UhRfBjtfo91oyT9NlU9jPORZtBBNNi6QvBaSrELA6aLwIxy/bTisn/Lvu37Jz2SZR3gQ3fAd/K5cwCHgxchBioUCEYxuFOKMmuKrJ/gcr9LqrI8l4K51ItaJ1aoTSXkSyCo8T6JULu40RJwbGLiPENR66/dy5p6+cEX1yjSosu0L2USUOZG0v6kj8o+G7MyECB9mUpQo9h/LtvMH4OtnTJ27C3JtvH9RzMZF6s8x9GxdBCz+aTtqKyeS7nUsqDccI0lYED6rEi5BdCrSgYs6bfF9LMS9CHw+pEIvcDzQtvkDMWc2D/r4lXHU8MW15qjbPiCLbSyrQAGDW9v2f2ehI0CNcNU8xE7KL2Nz3v4PawKSm6MTQKKd9xxx+jff+/3fg9/+Zd/if/6X/8rbrzxRtx00034+Z//efzcz/0c3va2t6GqqsvY2myPGiD03d/93Xj+85+ffv/whz+M+++/H0960pPSZ845vO51r8N73/tefO5zn1s4x+Me9zhorReqxtx3330pB/vs2bNomgbnzp3rRYrLY8bsoLKjy1kS/d8lYlj+DiwCEMOUpSHYEaITDD7kha9aBD6APjOkV+kD4EU7KWijmbLvAKcogTWijSMLdUIEOTRhYnZQ1aehOxYgpfluYrukTYJrWdhTa4R2H0EZqGqKShlMYyWbLkWKQ9K28EXfLaTXFX/nKC56gFIprHmQcy6p7EnDKEZ8A0KMQufpzyhVfBfFd3MEWNIBTIoCz0BtTAdwbaxeVmwGgCgWagFdwdspawRV20mHqW1dEuXupSnEZ6HTZiRGqVN0fBAZLqPAAPyS8cJ7mOJZjIw/0aUoWT+9kvUDVaqFwMMgWnxS4qIMCLnDD1z44slN6nfcccfSSUHsyU9+Mn73d3/3xNpwpdnV7PvFDgKDxJgpF/1FArSRfpaL5BRNHZ4Dsm4PMQVJQek6pczC65R6FIDob9o++OAdoBoo38HqCrpiDSBNGZCJ5A90IWC/ZWZOE1OIq7qGti3Q7gNdw74tagyVLBcqQAcaLiAjQKFJoYpl08OkRhuAWVcAQ9EXAWVKc0gAjfj8NB8MOkwPLluKOvMzyZsXIkCrEPs5zw9EQEWUwH4pDS/aP/AONJtlAK4cCKnJcXMyFMWWQgGmjlUjpwi6wtyjpxNUpogJG6nSmXmqujkHHOR5lIEGUgBlfbygqx4bSIoS8HP3hRh56N1GOd8NQcp8DKXPlm0PLgdbKDh3WVLGjmIb37+eHRUYGmULAQvroeE1jj1t7DKCQumSYxv8YQAOGRhaAIUOvUB5nNybT+cJWASFUtCZaDTYdhgYNLQx3yJg/igYNNr2JSb9NJYmhoPBlJMEg4bMsFX1fIBxQAs4xNUdkR20EuNIvnLCoNmlaggNJQFWWf9dqn384x/H13zN1/QY7rfddhte8YpX4C/+4i9S8OBy26MGCJ06dQqnTp1Kv//ET/wEvuu7vqt3zG233YaXvvSlSTR0aFVV4ZZbbsFdd92FF7/4xQCYOnzXXXfhVa96FQDglltugbUWd911F17ykpcAAD7zmc/gnnvuwa233nrkdh80icifSiX+HhsxvRiDCW/kfSnBAGaphETpDgij35FLaRH0LTcEAADHkUZSTHc3FTwIlQ6ZxVPQ5T0C5i6AOmBPEYzymGiLylaYTM6A2n2o+cU++BEC4BzI7wHacGqZMpwaoQwqbXIEeUSgMjFVYh/0q3pR2jBI+oFkz7nYIaxV1O8cRQSoEMU9GcwR/QXRdxBwiFk/SPoP3J9xs1BGeUPg++140d9LA5BqMQJOKI2gbBKKlpSwRlUsXLrvkl6FbHzK9lSaSz1XsdR0AqB8y6rdKCYQSZUo0gCE+bPMSgHacpO6LCqcJuHUvwdPnAetu45VVHrdKmMnGife2NCuVt8vtmzMjjENNUV/liLa8RwCAMX3zCMvnsv3xxOgAvs+3sQgp6mCwSEy0Te5FlAN+4CClZJSvVquIqmDh9IWpqp7fr+NqbIusIh+6wMaIjTOwSiNSX06AUOhs8x8LAGPclEpmw5hLxULTansGEwNZSpUdguhsmihU4psCKXWXRbKThpEYPYhVOj5fD+CB5cgtvhVSf8iykzP5HML9mVtFJSL+m/7TRTY7hYEvlH+V/QFd0j+W9A2AkFRMNoDTRt6OkwAklh0yTytNHFb5nupLPww2CDXQGQdiV5emgcAeBd6/l76edkUMZYOBywGuBbZWf1/l0yhY68y5i+PhtDGLp+tqi94YBrZsTZoBSDlcjKFlgzdIahbatgsgEJDlpD8fey86V8xmhr6uqXpOSDvW1D8W75fAkUsf4DyzEXbqbcGLf3PKBh0WMekE/fT3Uaf1yHP8ChgUK+4yhFspbTDQ8CgZcymS1l2L1vrXw7gf7Q9lwgIDdnfb33rW/G2t73tOJq21O69995RuQP526NlV4yG0PXXX4/rr7++95m1FmfPnsUznvGM9Nm3fuu34nu/93vTov/222/Hy172Mnzd130dvuEbvgHvfe97sbu7mzYSZ86cwY/+6I/i9ttvx3XXXYfTp0/j1a9+NW699dbjrTJTWJJmDB4IxYs9eMFFCFRHKr2OntMH9PRhhjTJg3JwifgcighKqphR6KUWpGO7OTOGon5Brbms7cwFzLtI6/cBwXP6kgJhL+oWTI1CpSfY3tliweR2PzNjymtFvSF4BaIWoVPp3kuHnBzZCL09KINgy6hm3ry0Himtihe3SJVg+FlQ2kCVotUlICQ/E+DjHVIlM7mPYbn2wsn3SvbKc1EsZDq2CdjreBO2P+vQxdQJaTPrUvBGoNasQSQpAsq1DLY1zeLkUmxGZGPQBQYPSwZCGiPF2JLPFDIrqSdUTVmfSCHkvijHUhFhIWmP9MUh2hT8vUufSdaeGB4FhvnGsl1Nvv8gMKhcoPb+BhTvpizQCP00pQAfiAGBwSXKCKkPAEJAIZ0MANBKQesa2k6gujlCFNoPruszRX2H0M5AroHu5lCKq0sGqzHvfBafjuBE4z06T4lNZJTGdHKafVG7jyBgeK+P1AA4b/i4WE1RJQCDCxMEs4ugLVS1hUpX2KpqeFDy9UOx6pJBM0w99gNwt/T/BPbzKv4sGTASCBDWpYqV1ejiHrNfi7SsXhleYzMLpwhwjAqFS2qYtiwY3QXMuoAyLVjSwoSVlDSCfAuat0gC2nJ+pRHI5tSwOJcHXWU2bhcA5HSwcnhJn2j01xVjIJAugJ/eJkdArLJUfTG/j+2djhsUupQqYxu7cu0oRSeOmpK47NzDsbmKCHD/BAeAQkdh5hwRWCpBClW8e4eCQitaCjoGj2WgUKlZOgx0lEARpfaFhZIjY6zDoTbbqK0BoPS+voLujpgIaQ8/611qWUD1ClpwjlZlW3rwERhHl9FCWC8QLJVdP//5z/eqTC5jB73hDW/Au9/97gPP+elPfxrPfOYzj9yWK8WuGEBoVfvsZz+LBx54IP3+Az/wA/jSl76Et7zlLbj33ntx00034SMf+UgPffvlX/5lKKXwkpe8BPP5HLfddht+9Vd/9djbNkSCDy17SPGYoJKD4VKxeQNfOsfSysVbicSHOMn5EECKwFT+gRhpBDj4SyxWTb6D1Rba1AB8nkgEhPHMwvFersebBwCotEFdbYOUAXWzWKarHXUwY+BYD0SIkVdmFXEkmaiNIAeDXFAMlLgQUBXMIdksDMEPEX0uAaEEAoUIlrWuDwCVG6nBJm/UcZbRYaAHZsHyJqBVFZouYL8LaJzH3PXFojN7iaPCExPTBOBBbUzTiG1LpgbRaSJktlUoNpv9MVJGX9LYIuoxGMqxl8rY+5E8bR6FfAq5/6Jfjru8/Ma+PO2K9v3DaOWQIVKkVvHxrOsWAkAIccHObKAxDa/Shkw+AAie2UMuAFbXUMrxu6c6BPFr8d1l9qJPGwMKngMCpk6i+wCzhPgavNxvPQAwmG2VhbZg8Fx3C/cXuFHsz4lALm5EIigERHAqbkzSBiW2VSsNFStvCVgi882QMRTCuDYF93P2/wkIwuIGI6WSuZbnAtcAXZP036TdPTBI6VjOvkqsHCiT71/6ABGkj8d3AYWuXgaDhMGqIxgk7KQUZPFdLzAR4rVQpoYpDadsOm9ZmXI4noZjS1OfGToEglKgS3SSRubyZakkV8rmYWNXny0FbkbGlIAf5Xcv7eJquS8/yAb+sPfZUZsQxoWlD3qvShH6dMwyUEho9vHeDgLA1gGFZF05rEgY5CaG14g/h35I/nYgO6h3oiXgzwgzaFmaVfmVMVDooNMDiwGi0YIQq7R5BVubHXTIuAy9floO8o/ZSaeLAZcQCI7fOX36dA8QWmave93r8MM//MMHHvPUpz51pWufPXsW//N//s/eZyJ/cJCcwUnbFQ0IjWlHjH32qle9KkWNx2wymeB973sf3ve+9x1j67IdCAQdRBf0YGfpOyhifZ+QHDgtOJbyZaQY8fPIzI6UflDsFhRpKK1A1CFVKvNc82uhRK3SIGWwZSeY1NuYe2Bfs7jlfufROV6Ai/Bn4ziaXGnCRBOMmmAy3WKhzXIRWwBQQ5CFgu/R79P9UtvTwKHCiUt5ZVOAIWlxbEe0csqJw/tYVmcF1s/YcyvZTKLLk9hMsT2SEqctvLZJk2l/xqlhjQ+pL/neGACqo07F1BAmRrFeU9OkEsW9RYaUU1YmbzaKijreL4JBuW+plyYh4wtAj8EgbUt/H4JBvckttiu4uADIGwMAOY/9BIGhsGbZ+c1u5cqzK9H3j1Z2Kd6PDCgPWUKRz0MKVHB7xKfp0n+AFq5T+n5hQraOfwprphPXQJzmxfo3NZSuc4qpE4YJV7qirkkhZCIFMhWUmcBUEzQugEh8Pm8wpBqZh0dDhEobKG1AmiNqQ5BKwBYDn1k2BcgCLwyiAlByhquYKQPSJvXPYscXmg+EDIYvPLSBT/dYvgBOjNYu6TKl9N94zWCYjRPMhP17vQNom0CYMZaNmLB1RFR7yAzKcwDBhg40u8iglIiIC9ifmEAMAHltcyq1D3CuX6aex0UGdrTqp8wtXbQn4G4sALB4XL4Yj508Ny+KfQPHOxdcrrLzG7uybZi2skqF09XS0lTPD1wWWvGQJZTA8/UDbEuZQoPKxSuzohY63C+AQgASMCTyF4fZkMWeQaIDfFaZBnfoBUbAoOEhg36Wfy4bTsPLLgWDDurXMSBxBVunTP2lsIOuJLtUQGhVu+GGG3DDDTcc+Tpjduutt+Kd73wn7r//fjz+8Y8HAHz0ox/F6dOn8exnP/tYrrGOXdGA0JVu49WSiuhwb0W2GCVOFhH29DP+e3iORLNUBipu/Mvo8tACIqUegFIWpG0qz0uqRYg6BORjJLeL1292QfOLmMYy8q012GsZ/JmlqCZfoyv0HrQiND5EynsFMnXS50loflzcyuYpSNRTQKEFoKFYlEofHeZYR/p36XELqHr/p0R8QbGEcQn6RNaSAEIi1ikbg84HuM71KqxJ3xGxJpCIhVaasGWZ+aTnF4HdGVS73xclLcGfKMyaotTELCmWl8obk1ILCejrZfTEqMvozUgEZbQvl9KihV4WI0dpolYZeDoBYGjd8pMnWWVsY49964FBPmt6AYOF2pJIYa8KIPogQu88pLh8vDIgTbkCo48VGeNL30lp+8TwkApZNUxMKYNrQc0eEMF7Zh62XBXR72CiLZSt0CrRlMvUf+cBKE4rLqn/Akh45GlLwG5NFnV9LaotgoopayXQ3YuCS3+WgQL5DFgUau49jBV8f8GoLHXXhhZIgXTFwJtVye9KQYAOCnMX0HYBjet6072ODCSuUpbnbgFqJFVCxRQ1Ea+eaGLAbH6Rf/YYSbYnRN0GBga7zo2yY2UMaIWUhtYvgtBnPZX3vdBlg/F6oAl7QFQPw/JgwHHNA14m1SPaxvdfHXak1LGw1lDon2MESFoLFBqCOmtaj5lTgEIlc2VYjXGhKbIsK+4t3ZOAQpLAFRZFjQ977xeEkCnrqQ6BIf5s+bmGOmXl/S3c1/C5xPb3G7fY9lVAlLFxd9jYWrovHGvXMVjvPmi5rwVG2n6E9lyJ7KAr1e655x489NBDuOeee+Ccw9133w0AeNrTnoadnR1827d9G5797GfjpS99Kd7znvfg3nvvxZve9Ca88pWvPHFB64NsAwgdl41tlBfeyfFKTz39mbG0g3JSIZU8uxZWUWSqyPs3LM/LLJFI3wRBq4r1JtycdW6aPVCHmO7lgMAVTKA1vN1FZWrYegehqjFzTHVPlcmKazkf0IAjABylDomqD8gGxbJugamTZsNwQ9XT5BFWj/yt2BSUpXaXVhgYOMu0AYilkAHEKizUp+ADmf4fgZ+gTCqdLPcr+hX80/U2Q+XmSPpfEaFS/RLGU6NYh6m5wBuydj9H77njEgAUtEWodxC0RRdjLZza0QcOh1GVeJoIzLksAD4ca2N9VQJES8f2chtbTJxEGtn6otIb29h6lqKAAwZFr+x6L4Ka/aUsEhd8vfwsxjIBDEYrZodYbWGUgSKCIy4jL5uD5Hd86ROY0WkUYWIqWF2xX3YN0BRMzeCB+UXAVKhsgDU1bBLzpwOrQLIwfq5aJtgsEVf5qlrPLBhTwZoKVX06sUlTsGCkD3qfB98XU151oT0AgELU/kHp+1X5zHJgIJWHVyaBMPMmoHGuSPvK9yrzmlX85AIBGlIljh2zUcIOy3MBC0bv51S1In0a2uZiBGTQdKGn9ZSfc6GLFMEo0UWqdASCmvl4ClpkqdGgD4bBkgUArdwcDzcB8oxOOMK8tqj0xh6TVoJCl6xXVYzvlcCH8ntLzrOyjb07I6AQsAgMHWqxPQugkKSPybUwDjrwv5cADwPAagys0is2s1fRdvid4h56H4+cZx0WDbAIbCwFW8Z8H9YEg47RZ8ozGGacrNSMI7ThqO732IIB3sOvse5f5zur2lve8hZ88IMfTL9L1bCPfexjeMELXgCtNX7nd34Hr3jFK3Drrbdie3sbL3vZy/COd7zjxNq0im0AoTXsoJfpSGjtkM4+3CCMgUIl64ICCAVIEq8nIJHzDEIwPR2pegsRRycrbWFsBatjxZi5iaXT54kur7qWI6PNLoKusFVvY6or+HrSq1Aji1IBoJIYqPRLAJAi13nRmiPYGgQNratFOrtsFqJQqmwKQvE7CoBjsaPjAlapohJL1H1QvClIzJuC6SOir4mO3wZ4uBSJLe+tfMSlC5UNgIpMHaJcNt6Gjvv94h7gWqh2L1Zo6/JYUjptBHy9g2BqtFAcGfY+tUEhayNJ/0lp6pJdlRpcjrkhIBTHEaUnplLfHDamefwueQ4jxx172sCGIbSxy2QLGgZESLoKJaBaWuHjg4BIaYG/uHDsl48HgvIgFTfzyqDSFkEbVJoKwX3WV+tcSOleJYvTBQait+odZguRyuXkBXjvGr6+a1CZOoHh4hcBCTjQAijhQ1H1MTBrsfNAQ5E92gUYBVQ6xCpaFbQCjKFeSkBmkbJPDJ3lz5RhICv4GMBY4Z2Pc8Aw3SqYqs+8jM9MqnIJ66nrAlzwCQBqBvpv8vgtiSh09PEFK2dZ6gP5DmjaqFXUpCBHapOdIOgKvtri9O3WxxL1IZWDl/llrGCCIfR18mK63jBVm2To6REGldxgCaoNI+cHBRiC71UiOm7bpIx9eVupmSO2KlNoJXHpZaCQ/G1VWwcUSu0sWZR9UAjIG/9VrEwdGwWFki25tyEgjEXwYAhY8dnWf/97cRW55xK8Kmztt3qF57oSmHIYGNTLHhnpkxXG1AJYc8B3LjdWfjnZQZcrZewodscdd+COO+448JgnP/nJ+N3f/d0Ta8M6drJhmy9XKxZMHnHBPPgvhKjAXy6yoi1F44vf+5t5oam4xKIh75KAZjqvLG4daxjMHJeVd7pmGrqtuQpK1EkARcFpSSVo90BzTidTzR6q0GFqFKZWZe0DBRhNsYoL9QYYL7BzFLlxPv7kaiuND5h3HrMuYNZ5zDuPuQc6KHgjbZxyta5qC6Ea+V3+szX/l/49gbdb+RzVlL9jt+DtFN5O0JJBCxUZUCz6POtCjxUlekBt8Sx9yFoQ6TERxX5ASgmrDesD1eRh3Rw0v8CpAe0+g0FdUaENyKlhhtsf7BQtFGYdP7fGxU2f70/hAgaJWLiMizROloFmy8ZbucgiSjpXB47rWHHnclpwYa3/DuQub2xjI7Z0wSP+PAIoHsQiwvG98KQZWClAiFSdSuUKi4hsDT5nn7ovjEne3LdcLTK46GdUYh4aLUAEJXA3+3/2H97UDI6bKrFg0vXkOnKNbg7tWxh4GHhYyr5NKmJVmorrRwZoMQm5OAc0PmDuPOaR6SJz0axj0KUNQEuG2xf/g52wHzR1rNg4WfT3Y/9VfX/P348+1fD5vJ3AKYsWikvBR/8/7zwa3/f/7PtzRTOiXB3SKIJR6PVF6o9YMczAQ/sWqptzGXtXFAwoxhCkOqXmOaApfX7Imx4Bl8zgGVQ6VihzTQ6mDFhBeWAJE6qo8pnGIyWNunJcD32/+P0+iLS4STwJW9v3fxm6/pe//OUgIrz3ve899Nj3ve99+Kqv+ipMJhM8//nPXxBCnc1meOUrX4nrr78eOzs7eMlLXpLEUY/bLmXsXIrmTm7AkjX6UW0sUHBgIwYBgsHnFELqG6L835HagyEDsASBx/7rg8aHiTKnSy073QptluVr7zNZjw7+682jh/239IJLAqaH2QmkhQFI/dzrb7GjMHmOyg4qwP8rET9nQMit8d8mm2BoG4bQEW35RiAzJ3opQ2GRgUDEEVxFAEU6JcW0LwZ6CEkAemCj+f1Dqj0pXgAqzRoImnjxA0StgYCAAHLAnEQYWmM6vQ66bhmoaPaZLRRBCnItyLUIXcvpVs0ua1mYGsZUqETg0g4ELgMlSr1L6VW53LJzsR8QACeL21AwiLjdwq5RZDn6WdWpZO6CoOtCB/Ujmx7SJn4+TC5yRXpXfmZlypecuVeJBf1SxsMqZpqI0yKk7LLvGFxzbRZ3dW3/+dq4SbNTBrLqU2gDsN94tHGzIm0h8KZM+sio4nquxTDisQA8DqNdg7+VUfOkUwQkRsDi2MbCuD4OUcdVzPuwpobQsVx+Y1+mJhpAw/fERcZOxhvDoLoVawIlJiSAEGxi6SB4QC9ZlEr6lGwKulla4OpYerzTKrI4gdYTuvLddQH74JLytZnC2GlOUypB6eDZTxX3O0wpUsrAkkJtLILSDJg70R5ifyXpxYkUG1PMHPhzAtBEPzpeGcxCm4r96jSmPkk/rWpEPeH9VInLswaNsFqBfrqvaMKV7dcKMJENpCjqwanM/qy0YlDeNYAr56fFDV1vLBXpysJiasmg8wEz59M8CuSqmUZnQWpDYJCpTAEcXkcp9Io9DwGggc+XexammV8Y18jPiwBNGuoSmBDr2EZDaDX7z//5P+MP//AP8YQnPOHQY//jf/yPuP322/H+978fz3/+8/He974Xt912Gz7zmc8kIdTXvva1uPPOO/HhD38YZ86cwate9Sp83/d9H/7H//gfJ30rPRsrA34iNmAKpY/XGesl2+coXxthCvHn4yLIy2yMARXSuZanLI2CYYPP1l3T9VhASx7nSo951bSuo9gwVfCgY7DimFiBHXQo+Lhu3x/QvksBPC+3dtC6UhEbeYlF2wBCx2iyeCoBj7EqT4hgUJaQ5kiVIp030MHnKlbp/MNoGy/2gkefMYS4aA8GCKwDQUXCrixyuTINRzxnHTDrGBiaTK5FVZ/K4pau5Q2HjwvwzoOcAxEhuAZoeQMC4ko1elD5ykNlRk1AAoiGaVel+fihLH5b6ado0hO5JKUCoJZOgnlRGyfzAvBZxcqKXLJpKTUaRDdCi2Cn74BOfjY55c13vQo7CD5rFMXUgFBNEcwEzkzQOI9ZwykCTaFZRDHVzkatCo4MKwaDyo0dMIj4qD5AFnt1qbBosSnwvj+ugUVyjQI/M61i2VHwTuEwUOhYzIeebsrq9uW1KdjY+rYwVmUhrcwCc45BhP7hAbJwj18v6fTRjxEpKGP7KbM9NmjxeynKn6LEDHxUdgKrLaqqToygzmc2Y/LBIfoSXUObSQKUk05PBBbIDTV+8vWkLwIpaG1QU0zLtRYdTFFmHWkuGL51zscNTRHt5j/w74tgkUJJch7z5QvLWsdV0krgv/zewjwUwSrRf5P0LPb1DARZTbAETvmSSm6z7oACE/3+StpQAsrEymHyrNpCpyiEsJAaNhENunbO4N1Af27I/klaeaI9KNcerl/i+iD3Tfb5Mg+kbg2Apjiu+UH11zK9zfNJ6Mfld2pj4/a3f/u3ePWrX43/8l/+C77jO77j0ON/6Zd+CT/+4z+OH/mRHwEAvP/978edd96Jf/fv/h3e8IY34JFHHsEHPvABfOhDH8K3fMu3AAB+7dd+Dc961rPwh3/4h/jGb/zGldu26ng4KEVqZe2cI9qCBtEIkLO8UtWK6ayD8y02YvgODUCheJ5LKtqxBOxa2t6yecf9Po/44VVNFSA2MACZDlmLrta45WBZ77AlwdaFRvU+PwILbQ3QZpV7PzBDZdl5j/j4j1UqYs3qwhtAaNE2gNAx2JBON9w0i6niHZBFtCIUzJNQrL8W6YwlKwQAlNIchaSOdRaAHN2VyG783WoLZSyMCtDkOWJMeaHZBcAFj7kD9ruYeqC2MD29w2KXzW4qGZw2IkC+jjhJ1/LEJAtRzRXRjIBEWkCiPkunZN+Ui3R5z0WrIVfSKY+V6PryZ5TBnLyYEE0HAXvGotMoP4vPS1LxMvjTRt2N2Peu623gepFamchLnQZTx+oxnM7AKQsB8/0ubaDK9b1RfVFqSddQ7Wwxwg/0NhpDLZA0ppY5/pA7Vo4twcyyhGi5QRAWVQkKAcsnpOMAhbwL8MMd+Ar2ZRYk3tiadhA7NIFBEWApfdqYyftRBgwcSh8fQRDid1ORAgp/JSmhcDHNtPWAb5PfIcwRujlvyqstaF2hqrLuW8l46XxAB/4pwsdaVaiqXK6efKxd5nNFTMSfuVLhIBVJGEumRmUqTO0WgrZowfp2bREUCAPfAfT/5gOziYA+kJRE/ZfMAezHKfn79HlxTCm6n5mo+UiZO4SRk0SgY8oXzWb5OQxZvQls6bOqkoh1mhezaLXzAa71CxXbOACRq5JlIeqLWYi6AKEY6NFZN2mgBSVzqg8MqPiBny/7qew79uv5s/S84r+Z1BugJRgwokxw3KCQd6H/UFe0Lxff773HS1/6Urz+9a/Hc57znEOPb5oGn/jEJ/DGN74xfaaUwgtf+EJ8/OMfBwB84hOfQNu2eOELX5iOeeYzn4knPelJ+PjHPz4KCM3nc8zn8/T7+fPnL+W2jmTLwIDVys6PrF/KNdOSjf9Bm/qxtM2j2EKxjgFbKLfhCGyZQ9owPFc6xTG/R0MA6CinL78r4NDSR3wpzK5lf1smyXDQtQ4Cgo4wLg7V9lz6vcNZX0vPW86rXy4O9TFqG0DoEm3sBRTgQDbNVvX/tvRc8We5IO79vnANXsBbZaGUARyDMEMAgtk9HbRqoZVGVddwnjUbJHLsPDOG2sC/zzuOgO61HkYrTOxpVBMF7ea9dKdE2S+pksWimLo8+ZdpSIoUjCxU42fDtC4R9WQqf0zDUKWIaUnxzxuDseiAUPsFmxB2DfdfZPxQKcy8KG6KEPie2yJiXqQtLEu9WtBUkNSFQh+iDczQamZ+IcWC25t1KESrKTGCXANqx4Eg2XAEndM5vMssgcUxJf2WAUv5m2xGuT8HYxVcQ09+V0sG+ujC6phsXXG5L5tdwcaO3cpgQH8hisS8kd+BIdiQjxHGzND3x9/Sd/lcwhIxMJWFEhC+2UMptM9MxCJ9uJtA6QrWTuFByc8I4NxGRogigHxA5xkcqswkpj/ZnMpWsJNQCP5T8CNaaNEHVVwuXcWf0wiCLGPWukKw2gfqAUQCvJX/LlO6uL8EQAkSBlgIAsi8kMrEUwb9+RsZgEt6Sm0D2psxANPNxu83in0nPSkpYDBIzyr9ctsxg8sjB0IALJSNT2yk2bwPBBWM0AQySZl6ZdBBwQWga/1owCr3W9/3a0W9eUBG5PhY7VsI/CDGSzGHY5sHNqLSB9u73/1uGGPwmte8ZqXjH3jgATjncOONN/Y+v/HGG/FXf/VXAIB7770XVVXhmmuuWTjm3nvvHT3vu971Lrz97W8/+g0UtqqQ8kkQhpYyTNZI/7rklDMcDArlYy59jJfv1qWwd8SGbK7DAKBViN/iowJWxIaP2uerAjMDptVCVbqDmvQogEHjXygBqgPOeyWwMtdd9280hBZsAwhdgh34oqBfVrGMQi6cJ4w4xCJyXC6+eseAy9m6uOhSumK2ENCj+gNg7ZrgAa+gQmB2kbEwPkDBo0GMvXpCG0ICY3wAtA8IQaH1PpUsps4AOoMQZTpBCCpHi8s0ttQ5nBYRuggEFSV/KQJEWmloYRYRa2F4xToYjhA1ioCW1ZC49QGgwLF1j9BjA+XoKi+uhfJfLrRTZTM/KMvuB8yfuCmiIQBT3F8JbvVo+0VUOJganjRmnY8aEaVgtYybHJkWJtDEREZQN0dZeW2hDb3UPd1LZRkbUyr2KyEzfzzyZqBMmxPTgw3xsJToSdG4xywJhR75i8fflo09tu0g3y/BgL7/7wOqYhQZL6FgXQzfy/RmC0syAJ4oMTy0stDaA3bC1cJK34u4afBIlcMQ/atRBhR9vItpy6KjQwKCKK5exlo1FaAK4MGbeO6OhdjknigGCbxD8B6kHEh7oKXsp3QHxApfop+nCx/poRjoiT5f0u8k1YsKMAie/b/wqkrfLz5eKyzovQkLVIIAFEH3hVS9mCpNwoYVEMY1nKblO9bWA0DGxgeuMjBkKq5kOZwPhCmb0sKQ5twQAnIVTkr6cKIRxNee5XYVG8Hk803Fotm6QheQUvZk3JSs0zROF8Zr/reAZOVw9HFzvqAn1B/Cx5OqcYAFt17K2GMRD/r1X/91/ORP/mT6/c4778Sv/Mqv4JOf/GRO73yU7I1vfCNuv/329Pv58+fxxCc+EcD6Y0RuaVma0HHbge0cbuBXBB3WBYcuSdx65WuMg0HlnuWoT01045Z9bzgHHgZe9z6LP8f2XGv5oCV9PFplcfidoS7TElsVCFoH9L4UMOgk7LjTC73za2mHrvOdx7ptAKEjWlKxH7EyLUn+nXLoAxbLscYFMJECRebL8NU9KBLHLJpIp6cQF7kGxpoYtTWpzGzJ5iHsctTOVDDKoK620VmNvZYrvJBDKqvbeg8FQuMdNBH2O0lTqqB1BWMHujnpZ9wkFFT6BLLI7QOAHugYKMPpS0XKWRJKJcVRT63gScOFciHdLwNcLnbLDYCUA5bFtUR90fncbqnCIsBPERHPVX6GoWhJyxI2DjOAJApcbgBEQ6NrA1rv0DjP7CwvVbp4Q2M0t3dquIrb1CpOU5jvMzhViFEn1pGOYqRF9JnLJvseEDQmdF6mAchn5WaAQsh9M2QiATGtZbEiwSgIOqQeXxGhho1t7HBbNlZLsEfAoFFwoTAd/YLWqseI9AJsB0D1Uqf4e1LWncEa9sfVpGa2UDdHiOL1peZQiIUBqGsQtIE1rDGkjUHjgA6ZlVOWrxe/0BEAEIiq2PgMWCsEULvPQMV8lwsStPMeW5VF7oVpY7g90c9zv0YYR6l+mnEUOS5TnXxAYg9xWzOYJSYMoAQKUWa7lD4tV2L0zLSM4D9QLOLL9F/f5fLwAroZm32/ncBX24Cp4KvtzMws2hb4RnJp+8huEuamMFd1KRbd7rMGXQSC0nMtmLdBGa7Gpi28qTlFsAsF0yr7/pKtluZISJpiZsqqEEGnbnHek/ELQk+AunwGY+/NJrXg5Oy7v/u78fznPz/9/uEPfxj3338/nvSkJ6XPnHN43eteh/e+97343Oc+t3COxz3ucdBaL1QMu++++3D27FkAwNmzZ9E0Dc6dO9djCZXHDK2ua9R1fQl3xzaWcng5lxArg1drAESjhWMG37scQFC+9mJfLwOD1pJwHLFLFXsfgkG9Z7Uq4HZEraSlaYWr6DIdcN21BbqPAfwae8cOTMF7FGwjKn18tgGEjtkoIt8c9l0iBhpNwCBJl9JxwcvoEcUoaCiYNTTqfCWyKKh7RzGdwFoGakgB1HDlMAGIggfmDMTQfBfK1rD1KbTWYK/12O+kxC43vXOAi5pDDREalxfYaeFNFlpX0Aa8gHUcSQ1dFNtUzSIw5Bzfq284quq7xLABAOoy04Y3C7w5UIo3DFWhjSOpZtw3fP6F1C9h/7TdgtZPGVEvmU29zdxBQJBoAZkJoDScsgm0CgFwnYcH0Dne4HU+g1ilWHSlKAFBlSZsG+KyzxfOxzLTszSOQqpGY3spaAI8hc6nTVI5WQ+jvTmqIrc2SK/osaUOHstU/h6H8+UAfNbWENrMCxtb0Q4KBqQF2IIfKQGhMY2ZdoERWaZQOY/EkBkCB10EcjovPlnD2m1mENrIIOxmDHAIgCHAkOsQDKeQGVNh7hkM6ggJgOIFYAQtYpOzv8rvGuvqTFDVU1TVdq8gQY+pmlgyKgVK5Mxq4E96WnTCrgRghP0o54m6dGUVRGCQ6pV03grfHn36YXN0//lHFqvl9odemthIQYA2wHm3AMJIoGJo5XwqGnHaRa2iAgiSvgyRCZTmH10lHaK28Vw8oqgwCvTT5Ep21GiqdMmOGo7dBETFOXyYHg0gLHCFpB+PlzG0robQY5EdeurUKZw6dSr9/hM/8RP4ru/6rt4xt912G1760pcmweihVVWFW265BXfddRde/OIXA2AdorvuuguvetWrAAC33HILrLW466678JKXvAQA8JnPfAb33HMPbr311hO4s74dhw7VpXx/rTF8DAyilc99FFvGdD+CLQDel2AHAUtjcgRlSutSMOgoC71LAGUWgKFV0wmPEeQ7SVbQpbxyJ7EPWFcqYlN2ftE2gNCaduALN6Ds92jd5TkQ1yOBIojEzBgtdHdanioG5GjfGPODPFf90EqhqragOs3XbxFL4caKV5gjtHOg0fDtHFUEhmpjMO98BIX6kVcgMnICQD5EBxx6mgxcAcWiqiqYGonm3qu4VfZJESVe7OtiAe+KdZ8sQIEEqqn0e/y5bME/lmIVrz9c1FKIkqXDtpbUfAFiSLM2hwfazi2wlkrhTh83XBoEo3K0vTa8EdiyCqqdQV08z/3X7KV+C6QAY+OGKEel0/UHmzYqNgHl78vcczmp9isdjfdhGsuev9SjA5Na+r5cEdUGNtHqja1gB4pzDkEgYBEIKhhC6R0OHqkiJACoWByACBqIm36VmX4+AkMkabNRcyb6aQWAOqmAZWEj4CN6N9Q1DAgJY0iYJrrFxNTwNle3GmrXiU6PsE14XljUOasNFySYnNrJVQ+HPrcE26MWW/C5/4YR8aVeIoFFMagiwJH08xDAPkJ0uMe8kfOWc055rLYIuuoVBGg9V4YU98KpyszktdH5CjAvCzFh51hF0L4F2jY/t9L3K52rUtppSgnrGr8g1i3Dtj83A1ZTYnclsB9YBMYGYzeZpHlDALwAIt+bS0VQeuzdOVbfv9EQWmrXX389rr/++t5n1lqcPXsWz3jGM9Jn3/qt34rv/d7vTYDP7bffjpe97GX4uq/7OnzDN3wD3vve92J3dzeBSGfOnMGP/uiP4vbbb8d1112H06dP49WvfjVuvfXWI1UYK+2kUwuP046lnWMb8aNGqC4VSFh2vWK9m8ENZgEqoqXaQcvWU8fFHhIrtc5yQHOwbgXWBoJGfdYh9zBkRC4VIV/RjurTjjQmD2nP1cLaX1cqYi15ice4bQChNewwMCgfGKOgpEaFzrKmQEaQKakf8O8KWCpWDMWLU1mgsyAl0/xDrBxDPsB5gtUV7MRA6f0YnpwDkTEk4qPKe4TWIHQNpvUOJqZGaw1cXGxKpLgEGnIqA6NSHUJmlRBgnejfVNBVDVsjU/RHFv4L+baBNSpKAedeKeThxmGZkxsDgCTFSYCdmJ6GWJZ3We5vCUKVYp1NF+CCQ+ekn4oqXrFPllU0k5QGqwkWLAhLFy8yM6jdy8KliECUsfCxKlmod+DtBPPOo/W+J66aN2ojOknLxhXfXPxgcAARRGGoHM89fYyxvl/yXI6z2oz3Af64Vx0b29gBJnNBL7UIWFw5Jp8BwPtFUCGUAMZI4EDFao2FCDFX6qLEAnGBiwIExLRfRdAdM00qXaOuLUiLEHJOeaKuYa2f4KFciyoKIg8Fs0W3DQDgAtr4N+cRq3xl9qhRwH4XoBVg1YQ1fIasQ/FDhSh1KAAiFAv60bTdon9kLlzw/yW7U0yp/txbgj8lI0mKHhQsVCl2UAZgfOyDLgZQXAgp5Vqqn4l/V0SJ/SOpy6Pgu+u4IIOkp0kgQRkEWwO6grdTdFDYb0vtuTzniK+XtDkpSmBVTPFzTU7xljG4bP4ktUhpKiuolb4/nicFUuKG8iRBIe/XYwhtZotsn/3sZ/HAAw+k33/gB34AX/rSl/CWt7wF9957L2666SZ85CMf6QlN//Iv/zKUUnjJS16C+XyO2267Db/6q7962dp8KeuHSxl7JwpaXSLAc6ziwsBCIFTShgQUkuDfqP7dCpc76JDhnYwVZxiygijuRXpBmrHrjgD7+W/9K6/abcN0qkstonKU8X0lAKkHAbpXC8D05WwbQOiItupLl9TlSYFhE9V3fMUCaliSlj/0/U1GEYUGkHR2KDJE4LOoYi9FKII0AQBpBWOnUOUCsKOsRSOl67s5t8V3nE6gDLRRCCBOfwLgA/XSF6ig6wfE9DVpR2QQ6QB4RdBkoK1lZyftGFI0yz7wLglY8+bFLZQ+LvvtQEsbs7jQJ8qUe10hafH0aO+Dc5NK6QkBSDpGApq1Ay0ombASNV/1NRtE18ISbwipmwPtLLOqnCuuy8wgYSTBTuDtJKX3iZYSEAVBUaYGRD2ImAYwvCcAKcJbsnvS7ZOAlXE8F4Bn/HK/nZfZggsIao1IwRUwkW7sKrYxP5QWP/k9yeK/g6BB+XPJOdNcEjxIaVhdQWueW1SIVbo8a48JezPEOSFVizIKxtRpo14CDRTTn8h3ae4ScCWQggK4EAFlf2hDBIsopA9DKIWePXTIZX8VQgEKhej3Ypu8ywEUVVTJjEBVEPAK4ABBBNaWPgvp3oPAoGIO6IFAwAIQ1EXQx3nfB4PkniNTS1hTPmQwKBUzUIiADHrADIJbmOtpjJUjqdG6QtAWHRSzgiIY1BW7L0I/GGAUwcaiBMq1CYDrpUYvG5NDP18cNwTShlaCQidp64pKfzkwhMZsTDdo7LNXvepViTE0ZpPJBO973/vwvve97xhbd/J24mDQKqyUY34nVrmnwwCKA4OEMWDNB9IoKMR/orSmGgOJVn3jjgIG9dLDDgGCxi+2yGRc1zUMQaHyvGuJpq8ACq01Jg8Yf5eaSnk5zfs1RaU3GkILtgGEjtsGG2j+x5KBR2r05aEynapcHJaLxmKxpryDUhra2LQoTNWkQkDjeA/iPC/Cp5NroKuWRSoj8ADfJc2AVLa43Udo9gGloWK0tCrYNKlyVWQnSXUsSSsAok5O1LggCj39AgCR9klJi2HYU5o0FGkYU/MCOrgMmsTo9jCavPSZlAv/mOYFpeE191vS+mkDPHzPsctTpQhuheAXNgMlIFaCQKLTUGkW4DYiZup4Q0ZdFuFmxlbbj4YTAdrCFzoV0CxY2gZg1vjEGJA2SmqAbAYMYtRZzr2EMZWo/yqP30AEUBT/hj6YirvGIue4IhveeXi1hpP/Mt0UbOzSrFx85g8XU04B5HfusEXZsIKhH7AgIzOU1BykDJdu1waVppTe27gsuOwDCxdbRQiBmSmTaptLyCuzOK8A7JfKJsafiljc35oaXSBYxdebd6EHRAMxigz0/JKkFsvf+ylMBK3qlDbbY8vEtK/EIIpBgSFDdBSEHv49ghchCf5XKNPCQqx4VoL9YTC3AdlljImrKhCUAiyEoQNUWsEqcDqdjhUiW5ef87LxohSCiiLe4v9NjTYA+y2nhzUug1Rlf7IGEV9bBRcrk7GGYC+VWvx8BMNSQCT2Ra90ctnEYg3S2/CMbcjiZvKkNgve+cVd2Aq2cf1fXnbiAr1HASEGwbh1bNn9jDX3wHSmAyzpVRbAMBWLY4UMCgkAdBAoVIJHS69Z/LsEguT3cVbQwO8csO8a+/04wKDDbF1g6JLWyMv64SBG6FVkwfMcvc73Nta3DSB0jDasrpSFjXXvOF8uKosXPaPdKpeOX7iIRA0LtlB8sZV3qCIw1PoAisyVLtLYnQOUYzq7URqVPYVqchqqnfXL2Eq1reA5vQCIjKRFXQVtqlRCPVgdqfJZO0HAErlNiV67fEO9tDNhN5UpT+Uil1OfWJuIAJgJ8qah/OLQCjBIgKzGcZ90rYvpF1nEtfxav+xuSOBQ+XRCyHoQJUVfNgMKIQqDFgty2eiUaSLlMxeB2Vi1LFRbgLZoyXD1mKgXsajjISKvuTx9T9x1EDHnGx2ZGOJCX57NkPUEqJXKyveiN8uOOYYZeG2G0CZQsLEjWjleS4H3IXtQ1hxK0pmGkcPynACUscwakXQeUghF5UP2zQDQJBFf0gaVrmBNDW80Zh0DxFJmHEDU/ClSmFQFW1fj6bvys6y4KIttUhGA4usFY9DaKGLs+6yZpEEU+nOApBcHYt8gDFOthFFTLv4JBMtAUVXnima+SCs7aGM1/FsB/JRVyly6Zb/QZtFOEj8opohSGftys8L9lFmgaQ4IDtTtg5omBzKkmcokTZ6FtGUBsXQFD0Lj2O+L7xcfXKlclSynHregeVnMYQmAWaTHldUp8xhWvag8UIxdYaeljZpmnz8WLzjGFOHS1mcIHXtTNnYJdpR1wEkyEY68HrmURcQQ8F/lK2Ppl4c0ufw7UQEKCdBzULuw+N6XbCFdrBPFT/hisivzI1bJ7hwDgaQNC4wgPzJ3DTtj2VgZgEHrLkOPbSgegcVzpPMc5auXgeFDIRxjIBjwa6z7vTv8mC832wBCx2BDrYXh0JSo4kEq/MLq8HFnryiWYBfKNZAX7WoQbZYSub4DlIHWDlppWGvROI8GvHjsfEAbGKwRgCOVLLY1g0OuzSlLZRn5eD3qtVkhdPO4SbCANpjoCtAWU1uwbpCBIemnsj9UCAkgCoE3LeWGAgBUZBfpuKeyinrpV0R2YcEKDBetstBnsWcuBcxCrR79CDfAFH8VqHdCWfwrAgTmk8W/VGqRTYABb+BoXmhBDDUbeoOgSGMYEauedR5dF9A4l6L/3Dc8QVZRJHRiMhCErkgNECCo3HgUaSE9DY2iao9sCsbGrCsWAGNG4AhSbwFyQhY81hOK22wKNnYJVjIlPPidEbChtOFrUgJGYppCBMAraFOk9/iOWZQC0iRhfi4zT7SPoC2UNti2U4SqwqxIZc3gDP+uAwtTa2WgjR1n5AAAOkbI5W+hBVwLYB+kLQIp1MK2UQZQOeVW9HZE/DqBL3HnPrx38b8OyNW7yr5RVAAtGpDyCwetX4cAnBeAx6U5ZixllAaLYk0yD/SrhImv7+mz9VK+Yopu0zAgMwDfkiA2sMhYij44BUs8p6x1xVyqidlIwkCttOKqZG3bm8PzjeVgDqJmXtbQq1J1Stf69LzKPllWiCBANms8b1KI1eAuE9q+SRm7+u3RBoPWXpssGeOHpSwtZTQeE2tjTPRZFXuVMVCoxwYcvr+JHRR9V/xYmH/sE6lYl0o7sj8Nh6wXxcaAIGn/oYygg57jcL2L5WCQL8D28TYefh+j3xte6KBxclSw8CqIbh73HiA4j7BGZsCmytiibQChS7SDJqZljLQkyJyixwJU5NzYQAQS8V7xA4EQwkCPIvgkVMob/o4pmYFFSCut4YMHIELDfY0Jh4AQCC5QFJ82sDZGsx1HMgOpxbQ1IG8epIFpEdxBBQ+rDLTRfL1IGy03QTkKy3+UdCwXCC4ycco+FG0Kjj7yxOKCgDH5uHLCWchfDjm9S9hAPvVN/r5MblplQdByQzJW4SABQYSc1jYEgg5K1xpqGsUywnMPdC5XfOuKCkClKHUSDSVE/aE2paLlmyv0M0oQKLajTBMb89vDMUtEo+O8/wzCZQGFgvPwtMbEsNkUbOxSLTKDfHw3RXy/tKFfEl8EFAv0EJmG0T8ZbUHKMHojIA2J7x9UahTACAC8Q11t9VOI0b++/MNTScPXUFpFAMpEzR7P2mLxO+Lzg2u5PTIHpHQ2BhpIGa6spSt4pVJaWTkPDPugbFvJKgKQBONV7IJVNhZDW8ZaAjLIIya+Va7Jx+SUZ6kGRgQG7tzAx5cpfyUQVG76pN8iQycBQcLQCTn1W8aVmI6nECZqbRSzQdv9XE1OxkM5vwgQpCVtjqtVdpEJ1aUx3J8XNfprFJ6ts8kzpRDnh7iGuRyblE3K2NVtjyUwaFXtmqXpriuAAIcx7ZZVACuDiCuBQkMrfFevUmbBFkpKkwNgSP5+WKZOefwQCOLrDsCgw4CgYn0L9Pt6DAwq+2jZqda1I4FBQztoXFwFQNBJ2dqZAZsqYwu2AYQuwYY5p0N20LIFqwcdiJTLBjqAQErDh37KWVqkRj0Yci1AUYPGdVzanRRCN4PSFbbsFN5o7Hc+aj4AQK6C0vgA7ahIcSLUZgprt6L2QJtZJlHnJkeMI3PINeykRBy0a0BKQekqlgLWPUHP8Qo28WfIeg3D1AsxOS73cx9kG9oykIgoxpl7m6IB0yeKPosIdC9KAeR+KNPtin5aqOIiwEsslRwG1Wy8qVPKR9v4lIYnTCaAwSoT09Jqw/oUE02c+ieMJEkRKK8RdZPK6PPY2Fo2t/Yma6JDN2USOZZzniQotG4u8cY2trYNANRUCn4EDErvQfF5jwkZmB3jQmDAwWfGkFacIqvthDXmdBScb2fs/10D5SJ4380RdAVyDZTmsvNdINbzKVgxkrqb5hNCIfZsYCrL11KGfVrXRIaSy+lrwaf8XxoBOsSnKW1gBkLN4gczOJ9BD6loFoqUYtEicrGzxt70Pqt05HENfpdF/2GC/wvVGb1j/yrpvzIXj1SJyxcvgX+VWKCQNC1doYtgmet8vzgEMnBNxKC/zFGWwH5/f6AJKBu2IvUYpkqBBqlI6iU4FPrpcUNNOg9mxQoTqOzzYgin4FYIAC4TKCQC6kf/4ma+uJrsiqpUdNQxfUBqa3pXj/Sdo6VflmuxBHrIJ/E88q72i+Jg6b2WoNCYtlB5LbHDGOX5OCqbtrjeLtt1GBgUbUz3bAwMOuQ0RygudMBad5iSt6SPD9PGO8gO1dhbuNYV9H5t7LLbBhBa05YJkB3k0ORYAjvNoZug4jtiJdW+XHjxYtVw5ZK4+CeaI3QNV2zxbQSK5lDtDMpU2K62GRhSDDL0KlOFAOcYiGojGCECyJoq2KF+g6QxDMAPvsm4QHbgvwFJsHKhLHDpoJUBNNPZPekECKVNFnJawaguBZZPNmWkwYicBBYjvj0gKDJ9OEnVg9wgVS891Ph7qbdRRDFSZFZ0IgYbI4kGS2S2meeUthRVH1SsMYow0VEkVoCg2X5iI2XwiSPCwUwAbeGUhQsBbRfSlkoW+MOy0NJfPm5QyzE/FrlJ3RGWT6zpGHk3jnFB7l3gikdHtA1DaGPHYWM+aPheASjADwKNMDEobr5VCOjkcycVujh11pgpjKmhlEFoZ1AAgmvY/7ioGeM7Bhp8B6srGFNHFkismBXnlcSaDOwTXWR4cBECBW232O+bWOEx+n2pUpaKEMSAQWlUloMXVmIJhBMLVee0JZOACukjl/qIFpgrSY+v6O+hDefkkuU5BICs5p+GqVEgP2D+uG4R/E8BgcG8oDL40wPCRvR6Oh/gPdIcUDKnhuwkCVCkqpTNPtA1UO0+yuIQKQhgagQ7Qai24bXlAEMUAh/6vvIORBNP+kuuyz9zr0pAZ+FcwgzlgZCfxxE3squYd2ER7VvBNp5/Y2vbUVIih6lX5Tnknwdt3pcAQ+W7JAzT0csPfpbAUMkWStcoAKoeMHSQFaBQKNaFauTFXASJlrNxemvEZf04ZsuYQaQWgqEHtads2lKGzwFMrlEr2n4Yo2wpWHjId47jPMdtJxEI9i6sqSG08f5D2wBCa9hwMSOOeFH1fkDpjy+jGrBk0nlCQLlEEcUeAYNEO0DeKfKhKCtbwVpedKPZy9WqZGPQzaG6BspU2LFTOGMx6zwaER8tNC8knYx8yKKZXQmcaGjS0FL5C3FT4Pt6NSWKT12/ck1PDFTuH0ibBaUNaxDIZsHwYrrUpZAoN7CYflDacEEtAEgZBSbvePHvHQs/lwybkbZmIGtsB6IAAgLZpYv/BHS1rGkkEVl5vsI283GitkQpda3HCOrmoP09UNfkCmIFAymYCsFwafrOBzSdX9A3IYppBxGoHDKghP7fu8UE/kWNjGKMB1KsgbUk7ay042QLBecR1kgZO8ldwTvf+U7ceeeduPvuu1FVFc6dO7dwzFCvBAB+4zd+Az/4gz94cg3b2IkYMynYJyffEgbC8REMycDHOLNR3n/xcz6mEHGqUqwYWe1A2SnQVKBmj/V9Skaid7FYAF/fKvbbjkoWDkDFhj5djzg4oEg05yoogxwYKH1+UcFwmBqbdPBcE1ORuQ+oy35KxKqJFJQyfVapMvBQic1S+q9lPn/hucSfy1K+EvPHDaq8FQDQQqp2mbaAHPTopeTGKnDQ1ahgs/MB3vVL2Q/bPGQrGZmv2jnP87EYRC8AoRUDQaZCsFsIpsYsMk6HFSlLUEwYQMMxLRpJOSDk00JEKw0zeEbrpPNdirHvXwcROjnnv/H9GwNwMHCxFOiJ7/JBqUEJsFkEhSSQt/SycgoM2EIlUyherwcMHWYlUwjoAUOliQj1Qa/sMiBotB3LTnSAZpDYQf10KCg19tlhoMsRwKB1bN1zXq3soI2G0PHZBhA6oi17aXqOY0w3ANm5U2RuSJUY/t7i4FTKgFRkEhU7Blf+Oy7stQeCYZq/IgXE6mCyYCdEtku7j9DOQKbCtplgq6ox90iVwVg/NAMTIQDtAKgCcqRV0syMstC6QlVtRXClS9HkBT2FoUMcLLBzHw20dZSBKoUwRf+m6Melzjh4ACFfzztm/AjDqXxe5YZqOGHLteWhJ/Alt3cYEe4imNd2LGbauX6Z+oXnXoAyaaFOSFXDbOhYH2K210/nK9unNEK1haAtWlWhaXkjIJWAxHSxcieixdQI+Zt0Y5lfXoBl5RiX8Q1l4hg/eKK5WieiVaxpGnz/938/br31VnzgAx9Yetyv/dqv4UUvelH6/ZprrrkMrdvYcVo//Si+Q23bY5IAYB8RU2mVtrB6/B0JkQ3TOrDWT4i6OjF9VBNv7I0iTOrT0KZmUKadLfjZXNXQQ4GDElpbBFWkDYV++k8PjJIPULBriH2+NlMGKwoB7NKvhhE/0TPvAAo9MVNCMV9qExkqBZOoTL0tbAgu91iNZRuE9dmOzE/pyxn06LW9vDbF+jkrCDWHwFUtXesWQKxlQQtgJHDRdf1+5i8imJqbGllIwUwQDM/vTStV5zK7ShNfI8/hlFlBI5FwEcXuzTdA1D4y0NpCKQMfN6OJPfplGojd+P7jtxOrUrduYGqEJbSgwbMKk+gQYEjOu+w764BCwCIwNJpCFq+1Druk7NOxQPrYcf0GDoLGq/Rr0c6DUsSW9c1BqWor2aqMqkfbev109a7BfQhJX/Co39tY3zaA0DFab8EZ/+uV7I3HJScViqpdaZMt9B9KVcMIOZIn4stlNDdEEeY2ajlYbfP5uwYIUQMiin9Shx74UUeNIeU8nMrpBELPl8oBvY0CeOcQAi8sPQAdNxBaKRhTx9Q1jaSjo2RzEBeXgdh3lp3YAxsk2hAdrHcYCpjKvxdS0cZscO4hA+hA0WcAPSFm2QDEFLByg1ACQSn1yxfpeQNdpDJNayydQRbqleZNF7WcIkDdfJF5EKPQohXhtUUXy1CPVY0hyqLZIqIqgF4ajyOpYgtgUDHGU7zJd1wpD5cHFAo+rCcUd4K6Q29/+9sBAHfccceBx11zzTU4e/bsibVjYydkZUS0iHrKOySb9pIhmUHTzDKkYk5IRgoUfXkAp40GxwQbXsxQKiWvnEdtalAEYVGCBUPzDlCxjRKcAG8oNPpAtejdAf0qYEBg/xRZpNqHVLGsTCsOA7ZNBv8HFMVhn6JY/IuINXUg8bdqkII8CDIkMCn2Y3luBoS6PAcM+7201LYy6EA52qxFD6gPVqWy9p4rg+W0t0WdI6JFIGiYvqsQknYTQh88S8yk9Hu1oEWX04+F9Uk9jTyrKOoFjsx/QH+OlACK/Cn2c1Caj1F6NE3kJG3dKmMnuSfY+P6ryy4JFAJ6782BwswHNmI5mHCgCPUhoNBhuKy8w2UKWToRCmCovOZoI5evw4/Ut0vOPwq2jRwz/NuqYNDQxsCgsee6Mlh2Aoyg0g4ac492utiJmQsIa0hFLJSB3dgGEDoOGxMXHm6UxQ6kgJapSZHHT8HDKAOtNacjxMU368rkqC4C0IAXfq0iWF3DassMkjamFHXzuDBvmDXkGgRloJs9KFNBy0KyrnvaPS5kbYPOBxDKVK2AFoD2IerzsM6FiRRzrSoui2smKQ0plVCWf4+xdIbMIQHPfMGyGvTpqs5wUZBu8D2Vqf8p9Uq0H0p2UrH4L9O8nGeNBo4Kg8v4FiCQbBplwc9pC5xmMixjrBAY+Ok6YH/WSwXsRZVEK8JUCHYKb2reCLQ+tYPTz8Y1k3LqX9tLP8hjMbJ+Voh0UfCRRaVSuki5oDipaIR3IWktHcVCALquw/nz53uf13WNuq6Pq3kH2itf+Ur82I/9GJ761Kfi5S9/OX7kR35kNJ1gY4++LSwSiwU5+6hcFp59bS43DlIxsNklJkwyASriOaAUtK6glIGxEzQuYA4GF9qIqXTJTwONc6z7pqfQZqCBtgCyuHQfOgJBCeSIQLsIHLcuphFTP7W4cRlcKIFsBjQUNPGcZWxRpTGxRgdi+/KzZOoMGLYZmNf9AMASBlKviuKqxw/0jTDYXAxBf0n7a130/Z2wP91CBbWyek0JxGetvpxiuLB+GIy5MGxbUShAAhDN3PXmcLm2JsBoQhWDDDZ0QNum1D8+sM94LZ9PTycPRRDAmwzAjYF8vTn4eJke62oIYeP7rwg7ylgo05FOqh3HAQyNavCsAggcAnikc8rhBVNG1lmSqnVUUAjogyUyQwUMUr9In4geTD7/clbVUmBjCeNFEhyGIJCAYKUtyH4Ah4JBB7Vj9G9HAIUW7nXs3CsAkb3zPErMoJMaL37N6sJ+kzK2YBtAaE0bpVSPgD8l9X00xQklQOEGv4vaP2/UqwhAVFYvADYSfWzjvxsfYhnyGvVkCTDUi2DPU4STtIHWVdZAoCzyLHpDwnYpgRAfOJUB4HaJCOrCZgEaijRAgLb1QMdnQIdPqQ5959zTJypBoyXOkMpnEH+m1K/hsxmL+o7oF3nPk4qPN51L2ud/lxsBQqwMo3naNppBn0oviliLjlFmeWXx1qVAUBQNnXc+aUVINForFiEdA5wyW+rwTdViisYhKSERyAtF3x9EI74UC349DaGAgN///d/Hm9/85t7nb33rW/G2t73tmFq33N7xjnfgW77lW7C1tYXf+73fw0/91E/h4sWLeM1rXnPi197Y0exAavvIu5F/IYBGqgrKn8UPuz6AA5oD2kL7DhNtoW2FzgdoV1Q0Q2QeOkDFYgA5nVfDaJP8K4oKkb33tVz0AgAp2Oj7jLUcaHBARyjSTsUfhqSn3GcgIlXoEhCCNe8sSBGUrherNgafAe8IpoUFgDqkuVLaLiwkKllRVLA3yzTfnv/J/o216qoI/tse2A8MAH/PlcBkHsxi0P1HDmTgH0DS5Ct9f2Ln+A7oBrqDch/SVvld2ksqCYV3XUhsJGH3lm3RkXVaKYLVBAuuDirrAmEgpVQ4bXMQJH5GwSMY5DmjaBeD//2KqD07gP1wqca+fz2K0Ec+8hG8+tWv7n288f1Xvp1U+hiAS9M2HAGGeqD2UVgiK7wzPUmKAVvoqKAQir8LYwhAnzWE6EbX6Psj9ekRfMWwLeVlxoCg8t+r3sVKVcBWaXMxBlYCcFY9b/HdpWyyA8Cgg0i7G/vysA0gdESjEJY6tfQiKg3hLwey6W8lk0RMEZeWT9HlQAhBpcV6jynj8mJdkYKNVVk6KHQ+R2zbiAI0jkWnG02odI16WjPbpN2LJXPbPpjiGmbgxOpkfC0GApSpYEih0hWCtfCk0cbKWAJKlaKYHlwlp8/KG++3krWileX/TAQsRJh7oEcUykiy/D3klLR8col6j2gOFVHgMjrste1V/eq6AA/fq3C2iimAQS+ilAImIuCpXHAE43paRgXAAqC/QSiAqpQaZqdwikXCu86hcf0KNRINtjpfs1c5Z9BXPAxzNL7cEAgolu5R6d5mbiHl7tDFzPFFDdZlCCEAL3jBC/Cf/tN/6n28LEL8hje8Ae9+97sPPOWnP/1pPPOZz1zp8iUQdfPNN2N3dxe/+Iu/uNkUXMlWvJtZz6ag10cQYhgQSFWntO1vHByD1sF7EApQQBaPwQPawBoHqy2qyo4C9C4AzjEI36VKkaw3VGnFOkNF6fQAjOu8xfZCG2hlWOvIVEX5eop+nxIo1ZU/i9dQKqPpWARBWKQSKBBjrRxmt2ozgfYtQqlZM2QKAVmniGKKavmMKKZPUVHhccgUovysRPNHNN9YYs735jRhWkr6Vec5Za8MNgoIVoJhJUhH4Gpm3Cctg0CxMpz0f0+XTu65AILKlDTRBnJFkAbog0C5+ATBgKunUbvP/dfNF+cYItYh0px6LOM7CaR7B+jFdGU5rmzD5bC1q4wF4EUvehE+9KEP9T7f+P6rw06aLbR8rT9+vd7xhX9fAIXi56s1ZDUgdawE/LqgENAHS0pgCOiDB0vbM9JFJwbgDdozlhI21uSyNWNVoXvfHwFvjsK8WRgbAybZqB0RYBpt1yHtG3uWksVwNVhYM2VsLXmJx7hdcYDQpz/9afzcz/0c/tt/+2/oug7Pfvaz8Zu/+Zt40pOetPQ7H/7wh/HmN78Zn/vc5/D0pz8d7373u/Ht3/7t6e8hBLz1rW/Fv/23/xbnzp3D3//7fx//+l//azz96U8/voYPo3hAWhglBo0LqWIYIKKRIYtGatuji5dpVQB6C0bZaJBSsHYLRlsQqV7FMBcCOgR0njDvgMYoWFWh3pqwFk0376drlUyPYaWYZre3cFamYpFPUyNUVVHOuGDQIC+gh4wZZhTl51OmUAl7RRaymjTrU+g6R5NLAKj371gBRWxM7LmIrgaiXsUXjvy6mJYRkrDrUGZmme6PaEKUv5dpAcq1DMS1TY7KDrWLSpAK4M0j0C9bHxfqXQDmLqCNQJDcC1BoDynC1Cqobp7AJyrKQ/fEUMcYQQUQJKWK8xjmf/AYVn2A6Ah2HMBQcAFhDUAoBMAYg9OnT690/Ote9zr88A//8IHHPPWpTz1yO8Se//zn4+d//ucxn88vW9rClWBXuu8fG6O996NwEjr6Y95Y2/QuCdOSS6rLu6NgzYTBb1JcNj76hrQZSCCOB5SC0RW0MrDawhuNxnk0kTUkAQEPRM05AKCUXmaV5iCEMD4imMLpagPmpWi2aQNSc1hlYKX6l+mXiGdgIgMU7dBpAgXDcvA5mN1ERGi8VM+M7CY7yYAz0FvYSvoxuTbNZfkhFEysQog6P7x8PrmPpssAm8xZY0vyYfvF7wsAZBUlIF5Scst5KwHyMv8O9Z7KOasEtaStvj/PCxgElBXU2C/XmtugunkGnxIrtNiUlHOjpB5LmfrCt2rS0JrTGMviAwkYLYJeUrmIUACbiVF0fAvydTWEgI3vv1LsUlg547750ne0wzYdRQsxfS9u2BekDVYBhtZl1K0ACgGHA0NDBs0Y0DJWMh44HDRa9fEcZUisCgSta0cBWha/S0tBoWXnO+icK53rkDYeowt+1GwDCB2fXVGA0Gc/+1l80zd9E370R38Ub3/723H69Gn8xV/8BSaTydLv/MEf/AH+0T/6R3jXu96F7/zO78SHPvQhvPjFL8YnP/lJPPe5zwUAvOc978G//Jf/Eh/84AfxlKc8BW9+85tx22234S//8i8PPPc6VoqX+Z5uTEgVXBIQAna2FHhBySx8iiK8mSWUorhiPqaWwQGe0stuzQQhBHQqbk6CXIuvTU6ih6xLZGzcCGiXRUhjilbwcSIYphZEoWsWJtUQdo7VFkYZdES9csa5Ug2BAuDAItWyeBWHxEBDnLg8L+5CAILiSmoWLGbKkWXissSkoHV0sglUqRYdY2T/DMENeUa9EsBArwpYuXnxse05FSBrQZRA0PIywVGnIZaILyPfJdOAx1FmLI2lsHktaRyZJdBLEZO2EEejlWtj2uAsPTPpF+mj3jUL1kMJ4g3HcXKpInaOEMdz7qcTzTUvLDiP1YpQD+yIotI33HADbrjhhqNfZ0W7++67ce21135ZbQiudt9fgtzJl6sifSb6HdETEzaNQtY2tEpz5S/5TineW7IFXTEnBA+tLSptAXAKE5D9LqX5KMAHBitSNRmlgaBSxDhtElyXfX/8Sa6LsnaeWaSkAGpTpTRjNLRifwSw/x9GonXhL0uTuYBJHgHwFBd47KetdCFiRa+Q+5nI8BygTJ7Lij4flnn3PlfvSnobIQs/l0GA9GyRAf50L5C+DQjFlkm08zgVDKi0imLNA90kma+Glc1iuxPwX8xdJcPYxz4og0vS5J5YtI6MIJl7iqBSer5xnKaAg+a0OZljhAUsrZQqYvxMNVc1lbFDlNY9ALd1+LxPwtYtO78q21ds4/tP1i4pVWtgJ8keWsV69zJghBwmjLyulYL6B4FCAI4EDB1kR63WdBSW0aVc87AjxthB4wceDtwsqxIK9IGvBY2qA579KuDjUd+VxxoYBGw0hI7TrihA6J/+03+Kb//2b8d73vOe9NlXf/VXH/idX/mVX8GLXvQivP71rwcA/PzP/zw++tGP4l/9q3+F97///Qgh4L3vfS/e9KY34Xu+53sAAP/+3/973Hjjjfit3/ot/OAP/uAlt3tVEGi4+PCguJALEKWVPtDJjAulDOB5o54XdYNKUK6DDh4TOwXA6+IZ+oKSc+fRea5Mk4WfpXRwoeMTwYogwIXvEKKeAwUHoAVpXqSK9lAwNUgbVIfo7rSeej9dkKhx3/lJFZ1hVTUGXeTflBkqpAFoaC1pGygWpSg0f0IEg0J8BrkLh0ymAF5oyzGWCqAHnIqlgJgCMaLL49teJJjaef63MJmEm6mKaLC2rAkURb6ldLFE4ksWE0ez+5tRiVJPrUKlCVXoQPMLrB/l2rRQCAL8xIpkQRl40rn/GQHq9aOMZ6lWk8TF47Mg5Gj5kEUFnCw4FGL6xpG/d4Jtuueee/DQQw/hnnvugXMOd999NwDgaU97GnZ2dvDbv/3buO+++/CN3/iNmEwm+OhHP4pf+IVfwM/8zM+cWJuuRLtafX/JLkn+ngAoAfo1+zfPoEPj+6k9FBmEAuRX2kBbC2WnC+L7JZuE2jlfnmYIUXRamxqVtQl0Ep86LGPuAlKVSIDTdEnbXBlNtT22pWxeehW5is2EsAm1naDSFbZqZi4KY0hs2A7xJa2XAELWQ5JXMlC/GEjpn+XSAsJrstCmSr7fhwjud753ToD7nL9PvfOK/ls+LoP6wvbktlPqy/L+pGKXdnP2tbNZXwNPGh3HTrov0TgSpqauUlphCmAI86sAgfgnwYd+G1NqWDfj/0SbqnhewVQ5yDAAnpwPaFrfY3wlwImY1Rziv/m6cZNZMIRT//qQGKRDO6754FJEpU/KNr5/PTtOUAjAsWoNHfVcPQBgJE1orUpkR7ERUAhYDgxdDrtc5b6HAYny86OfbBy4OUiHZ/jZgcDQkvONnXN4njHQcazdj0UwCOC5RubGo35vY327YgAh7z3uvPNO/OzP/ixuu+02fOpTn8JTnvIUvPGNb8SLX/zipd/7+Mc/jttvv7332W233Ybf+q3fAgD8zd/8De6991688IUvTH8/c+YMnv/85+PjH//40k3BfD7HfD5Pvw+rUAB9IAjIqUUJbAhLHFL8Xi71TWlxNwSTgJAioVVloTresFPXpIhtAoa6GSh4TKrtmC7EYEHnMvBSCj8Lpb9kuDBVv0JVT6DqAGr3o/DkrKfnIPpGwXf5384khgk0lz9WEXSw8fOJNfBQGdwIWZOh7EvuJ/5ZumKPAsQpnEA61hULURTPQr6z7PxpsU/FsdQ7VqLEVsnPIg3Ad3Gn1U+3K0Vih6lhqVxwjMgGW/O/Y7n4xPxp/IJY9fBeWJujrxUxMQrat6BmN6Wn8c3EyLmpEOwWgrbooKL+CJ9dxqNWuQ8U8QbNB/58CHIKIOUDg3YuYIE1hCUT4XFYcGE9J3+C88Jb3vIWfPCDH0y/33zzzQCAj33sY3jBC14Aay3e97734bWvfS1CCHja056GX/qlX8KP//iPn1yjrjC7Gn2/LLRKoLYETnX6d5GOGpDAoFT+G8SsyfhiNYgsGQCI4vukKKeUdXMWW272s5AytQiuBWzDqWSmTulc0oZy8T+cY9o0xyhoVWWdIQEySr9VpBeXcwEAhGY3pbJWpoI1NaeWlZsfSUsGIOlJnVYJeCj9W+n3SyAoV00MmaXpBQzPAQTxmWXxAznexzkvM33i9WQywLjeW/Kh0v6i5DsFn1Ny5fm4pp9SFX09ov5fEr0WdmgRSGk9L3SzfkdeKxAApUYAFkJMS3YRDGqyVmBsQ9B1LyUsC2JHcfDIQBNWUCj6L14F8AGOAFK01H3KPCAs05PcdF6JZec3vv/KsUcTFAKKjfsgTWzt8vRr2FhZemCRHXMpgM1xvk7H8bRWOcfSlLcDgMlVgKCF74Q+mDN2nlXOOXaeZCsAV8PzluuDq9HW1Q71m5SxBbtiAKH7778fFy9exD//5/8c/+yf/TO8+93vxkc+8hF83/d9Hz72sY/hm7/5m0e/d++99+LGG2/sfXbjjTfi3nvvTX+Xz5YdM2bvete78Pa3v33l9guNu7RiLx2p+kXElrLoZInaizP2IYt0sgNgLSCjKtSTKpYin7HWhERsI61fNYBVBsbULAKqQ58OX5zXhwBXvEy5LG2I1PcprN2CrrgcOXWzrHkwCocPtCeA/FOpBBLpUuRZqVQyV/phrH/LjcyYiHX5Uw0+L58DkNO6hNkjTJah9ZgtwTNDyjuOnLcF/R9YpP8PaMFBV/lPEqXVhjcJ2sKbGp1ocXQuC8UOBpa0M5WOV5mplErIB8fi4aWuhqQdKAPYCYKp0ZKJ1/TFWJMKRdJneYxq6jO+OK2jP9aHloGinD5w3FFAvk5YazFzktPCHXfcgTvuuGPp31/0ohfhRS960Qm24Mq3q9X3S3pMCfwTMlOw59cVA9haAfAE2cuXYvPAcv9mYjWqqd2CjppiaGeJ8ccVqohFqX3HKVSSVisNJoIqBImlrLzMNfkd5wWiVsy2UWaSgQbvAJkDgme9Iy8sJp9YTcG1PDcplRblSbNGQJXoiyo7QVAGta1TsKB0eeJnUlU1opR63DuGKBUzSCzPwh/0yr0nfTokMKw0/lxEn9sMrhSg+oJYdfBZF05YOYlWo6P2WwTizSSxP8u0XBcY3CiDS2XAqJeC7AqGMJDmm1w5tNCoI5UKEYRqC8FOMXMBbeMTEFdq4KVCCACgAR3BTBmzMm8mAW1k0AoAHHjH6QMz5QgBpI7f54utv4k9Oe+/8f3r28rrg2VgysjG+HKBQmOMEGA5m+MwttCBosOr2IhuV8kWGrZ7VXBg7J1bxspZx8rzHDdcseo9Hpq2tWSvsuw6y8bGYec8LhsDgy6HXS7ZiCvF3vnOd+LOO+/E3XffjaqqcO7cuYVjaGQQ/MZv/MbxMNfXtEcNEPr1X/91/ORP/mT6/c477wQAfM/3fA9e+9rXAgBuuukm/MEf/AHe//73L90UnJS98Y1v7EWfz58/jyc+8YkAFtFWASvEhFVxEMiQAAZf5PKT4gU7WC+njHACTH83muAUV2Kx2oJsl8vIi+goGt4UuCaJgAZt4A0LmraRMSSVVFxxD1KppvW8KZh3IoisoUmjqlnYOZXJTfcxEEYuUw0EMCkQ2fQylJo5ADAS9ewLbEYavbFJ62EsHW/Myuhqr8y9lPr1RUpEab7Q7xj+fczDS8RXosdl+0udniIS3PmAdu56EW03uKdSg0OrDNoIECQbNupk41UIR5sqg1LawinLQrRF6WQgp19Ify1sPgBoUiwoHgVEx2woHF52V9ooHzMoxGN3HUDoy2uyerTtavb9YrKJD8i+hzCoHlWKhyqbfE/osVAyIA3E8uGeK4WV5cyV59QcH4BKG0yqbQYY2n5KUhLXd83iIloZZhNpC9IVQqTzyTs6ZGnmtPzIIAKL+1dTLkrgtWHQQaokFhuP1BafmUFSTj6ly0b2UOjmIG0R7ASkDHSpYyZdVaTmGcfpcKXoc485Q9nvOJWP4/7OKWCp7+McVrY7pfpG0I26GRLjE8jsHh2AoBc3baL/E59/0BWCrZmRaWq0EdxyXR/EHgY4gMw2S4UJujn7edfEL41sJKWwgtII0p8RiHJmglnnsd9xIECmZU0BVhFqo5L2HG/weNyVLLjRsZ7ASwslukSBwaZUeewEAgFAnDPX+N6X2T7lqrJLWh8MfNFJ2DJQaGXMaZDic8nAzxFsTF9p1XaPAUelDztOUEjOt8xOgtlyIAMHy33GpYIrJ+WLDgK1lvXf8ONVUtseLeNiMkdn2Z2kqHTTNPj+7/9+3HrrrfjABz6w9Lhf+7Vf6wUFrrnmmhNr0yr2qAFC3/3d343nP//56fcbbrgBxhg8+9nP7h33rGc9C//9v//3pec5e/Ys7rvvvt5n9913H86ePZv+Lp99xVd8Re+Ym266ael567o+srBfFqvkF42jZsViUyaAgFT2F0Dx9xDBCguveBMgBPUQAE8MCik+K0hztRkARSQwU/uhomi0MoBy0EpD6QqkOdqqiAWb27iWK4Eh3sxHBkjcNGjFx7CGQEwviIABgs2pUcEDFPUvvM8CpcJTjX3AJgLZI1ZOkFHfQO5HRVFrjnhTSu9a5pTLkpIkoIkv9H0kej2Ith5qZRsT4JMBoLHKZinNJJULDjn6DfQYQdIvwtySTYEs2NOCvC2q1iRgEFEkNFfbCdrCE1claj0SGJS6LUaIZWPVKzOcGhVzzkmln6nP0iaIIhV1tW48DnOhr+mxqm02BZfXHku+X17VxDaMYLn4Fk4FCqwDRwRfujRhexSAhGykW89+nsFuGdcMECkCvLVQKW1X9d/3XgNLPxZZm1GAmcgkHbbyvck40AAgooh/hACjDKyd8twCAN5kn1mK4QO5QEHZphAYdNEApJ+6BmRkanB91g5xIQGlTJq/OBjDfxa2SnmdAJ5DhcVYHpeA7m6E6VoEOEgALAGDhrsFouzzAQQwMyuUmz2lEeyEteDsJLNAewzgeGi/JVCQcRVxMaY95QDMsKImEJ8xtyWZlJDXNgUgpOpc2uCpyAqKc4slFPeg0BH1QP5SLy9VwYt9orSK+ntZ/+8kzYX1NqEb139l26Gg0DLBpCL4AwAAgh9JREFUX2AUFDoqS+gwQOqowtWjlaakrYc25vgBo3UAN8Li/ZZszTFNoqNeZaw3h+DFcWESY12wjstaFZxaxsxa1Y5y30fVDRo799gYOcp7dNLsoLWrC58gICQM84MYogADQLJOvRLsUQOETp06hVOnTvU++/qv/3p85jOf6X3213/913jyk5+89Dy33nor7rrrLvz0T/90+uyjH/0obr31VgDAU57yFJw9exZ33XVX2gScP38ef/RHf4RXvOIVx3Mz6G/cmT3jE0CSD+o7/wVWjTIIwUBFzR2nItbumSIfAsMnjQuRwh1iJZEKWkdgIEUOI2U8BABz1lVQBqQNrK6YNWQqeKhChDSXsM0aDLzScvy/kXSlQWl4GrBvpA+GVVVK8Khk3kjfDCbIQJxuJsAGRdYTlcBLmR4xfD7Da0jaW1H2fVj6t4zwpp+l3kOZ9iVtG2EAJdDH5Wo2opskDLPShtXLpE9LQIjic046FSWgJe0S0dCYjubSJsDHZ94HgzhVkEEm2RBQl4Wwe+PY534vx7T8XRfpKWP3mPv45NIINnZl2mPF95djWlI1k5hwTKWiWC2Kj4kFAoDEmKEmV36CUlBRAwjGYI5+5SsfSt03D6MqmMoMfGgGtNmfFcLQLpaYpwYBFYxWCYDSBatGNv2SulYCF0BIfqjWFtZWsFEAu5dOpTJrhqtWOpAwikgxCB/6FXFKTbpkA79CpBLrlX2sXKONjR7Mt6mCVv84ahdZlL0Nl4AtpW9S2fcn8f9qq1fWPjG0Bn0hjMxZZIF2URtIfH3SoxOfj7ymSFXDCOzzY2GJxFYSQEr0iGSMlZuBWDDAhYB5wQpNvj/pzhGmVkG1s5QezgfwukHS/HgjHkXII/NLjqU4Dxk74Xmv1LKSMvQbn7+xFW0lUAhYBFUeZcbNMhu9nyXrqMtqRwClyvYP08+G4BAwDvCUbMNldhgIdBQ/srR8uzDWT9AlHTQsjnL9S7l/icevct6jnvvRtEvVEBpqRK5DBlnXXvnKV+LHfuzH8NSnPhUvf/nL8SM/8iOjqWSXy64YDSEAeP3rX48f+IEfwD/4B/8A//Af/kN85CMfwW//9m/j93//99MxP/RDP4Sv/MqvxLve9S4AwD/+x/8Y3/zN34x/8S/+Bb7jO74D/+E//Af88R//Mf7Nv/k3AHiB9dM//dP4Z//sn+HpT396Kj38hCc84UDB0mU25lTEaXG0zKXKXAuLzSI9ajRf2Mdyv05BK4+J4Wie7qV2xUPjT+d4k89AgYE1llOLnEp6Egy+MDMGrgWphsEUNS/0fFggMyidysy2aeGaF7CSotUCXFXK9dkr+WfUoFCZli9tCUUENogWxQAgCpJmUABEQfooeIRgeCFalHamwxYG5aZpkOZWPo+cvjYQ/BwDgIrNgIAf0keuCymNaZgKVqZSSWTbxgitCJlWkbJvYqQ2pbdJuwd9l09o+VmaSRKMlooxGYTiQxm4QSEoXoioCuAk1yv7MnXWCKgnfecdp4LE8bXMjot+un7K2MYebbsafL9YSn9BZIUSJWYQdXNmurg2HqwzWyRQkT7LlRyT+HD8PJgJYBtM6lPQ1gDwMJ7SuJa0URdRG0esyVauqpllWqSQugahAJ2AGIyI736lGX4oXx2p/NhFoWv4gKb0/Z4rRVrHfkoTp6EBSOLEecFvYU0EjlwDavczIA9kHZ4EZKjklwH00lXT3yP7iMpjy3LqA7Zmb24oUr/yM1WMipQgt/IISiF4CzI1z0nR/wczAbRNGmy5gq3m1LpCL875gKZjIKhM0UrC/TE1V3zvsEy7pJgzEJSZmiUQFJRhgEqZpA01NOd8r0JZSpuLc/bUxHSx2XlQO+PnJPesDGA6wFS8akz9GXKfythu+XdFlMfESHuO09ZOGTv2lmzsJGxZVaaeXW4AZawJR2QMLZ5g9Xs47Borb+hXZcOPHUtqZXBIbBlIdJCGZ++zNYGKw57NQYDJka+1xuMvv9MjkS0512H9sG4643FX+DtpC96v9b6FyK4dygG89a1vxdve9rbjaNqB9o53vAPf8i3fgq2tLfze7/0efuqnfgoXL17Ea17zmhO/9jK7ogCh7/3e78X73/9+vOtd78JrXvMaPOMZz8Bv/uZv4pu+6ZvSMffcc0+vusbf+3t/Dx/60Ifwpje9Cf/kn/wTPP3pT8dv/dZv4bnPfW465md/9mexu7uLn/iJn8C5c+fwTd/0TfjIRz6CyWRyyW2WcVgCHlJ9ZbiJLoGFAN0HJspzehaH1gAUKVRWJwZPKTgqm/tSfLhThFpXMLriRbBrIlOoH3Ul1xcb5h/8U8dKKBOTq081EXjKlcGWpJYRb140AXAiVCnlyDVImZ4QZSqtHCnnAgQJ2BEKsKMXUS4XpGK+zX1YHgu3ONFKlDeeOxSfL4iFCvNHIt9RAFs0FZyPG6C4K0gVW2LzxlLBSkHxsjJYYuZIaWmJYhepAQsRdCKACt2NWLLe2wkaF9KzS98nwAqTCyPioMGDujaP4XKTlDZaGYgLQY1oSHUpdYIAZgudMPLN78TRv7fZFDz6drX4/uEYZr82AgYV4AFksy7vUfB5MRzfb+qa4iL8XWsm2KkmKcVHrgcU4r0+oEP2MUDWAau0gTaWNXmECYkC8AZyShSQN/fgucdqi2AMjCI0Udyo9cX8E9sk6cTyJo1V9tIEVJpglMVkUiffn/u1zzbsAd3U9EAcioGE3nMo9eyCMKEU51mLzxp9nhFU0VUEhexCW+SacnxQOvnUWSxpL30hAv9a9UXFSxauPD8TQf8qVoRUoVg7ADkI0bvR2DZdARq5zcqgDUDbhVSMQsaCpIGp+F+lRYsqs321Ilh4qPlFULPHzNDIcgvaRF2QOrUhlOAd4rikQTU61YJ1Ee0CQ/T49ePW8+NXSRB8Y9GOY9wcp7j0QdcAloMPl3IfR0lPG2vTggmovlZj+nucg8AhsTGQKDVlVQBo1faO+P2Dnv+qoNBJkzgOO/8qY+e40yOPapeLYXSpDKHPf/7zOH36dPp8GTvoDW94A9797ncfeM5Pf/rTeOYzn7nS9d/85jenf998883Y3d3FL/7iLz6qgBCFy5Hg/Riw8+fP48yZM7j3vvt6gwdAIRDdT0HKm4JMtRYWCVBE/tLxme4/agVYUS5K2yJCqdLCmxebXIK27bM45BoSVS0W08mEGh7BhWBqeFCKcJYl49NXaNyRjaHdEgXNVV5KUdBBOfdQbB6GfTOM+Jb9WF5wEDEeBYhSOkAUrgaNlmnu/b7k/sbuv4zOChAkeg09sVCpULPA/Cm0OYb3MGi/Jx03K5nlVUaFK02cguBHrjPol3RjxTWKLW3e3A3B0IJFJX26bII6f/48zt54Ix555JGF9+sw293dxc7ODv71tU/HtlqWNLjc/vWFL+C73/5GvOENbzjydzf22Dfx/ffdey9OnTkDoP/OK4S0gaZ2xu+T+OmKRYS7qCjnQ0zNREwZm1/siRand8bUuRqVANSFyTwi/rhxIaWTAYsgcw/sHb7rws50zSJzRxsuT25q7Lc+zjcM+AjYUPr9EvzoPNJCTUGYROx7BKQAFjfyPAeMiOWXTMVeZxRsSfH/pb8q2Ue9C2VwO+gql3oPYQFYFq8lAQDpA67QxfepkFOoue35+2UatkKuGldrgoGHanb7wCAVKb/CsCz8vQBcJaO3cbkgBJDBoLLfl4poB58BzWGacNQeCvUOgqnhlE0sV3lOyrXMKCpT2WTtYKc9Vl0ZRDt//jxuPHt2Lb8PAF/4whfwlV/5lbjjumesJTD7L85/Hi//l/8vXv7ylx/5uxu7dDtoXX2YXcqG89HYKPcEnE8YDFpmh153XWAoXWA5w+lY+vyo7Tum9hzVjiOV7VLPu+q5T2IsrnLORy5cWHvND2Tf8ZtP/bvY1kdf9+86h5f87z9d+fpf+tKX8OCDDx54zFOf+lRUVWYH33HHHfjpn/7p0SpjQ7vzzjvxnd/5nZjNZpctZW1oVxRD6DFnkmsfwRVPzPTpAQMAtLYZVIqpBT3hyKET1BVIaVjNg8b5gEBFGplnRo4jANr2afVicn6J6oE5/nlR7TNIFP/T2qI2lhf78XqyyRmzsrpLOkYwL4rRZJKFa+4TRJ0KIgWr6wwOLQBa/Yhw0n0YswJE6aUwDdhbpeDzsFJWWQGmTLsSS6WB4++5ktricWVqHZeIb7M2hJQLHqY/pA2MyToOI/chWhEB6C3cKV630gQbOhZ1dQP2WHmdggkkG9IMkuXzegBGxShyMBm8K5kIMeWPsBwUulRbW1T6+JuyscegLaVge9/3rwLgGNaZ8aTRxXSdAHbvSmvGd+0kp1YNGTwC0pDqi7oDrKGmDLRSKdIFZCyEfW8sHuBDcrKkNAJ0XrAFD6KY31Uyc8A+F7FkuQIwMTUa5wE+A4AMOqTrg1migQCiPm3DRSZp6znd2C2hyIs+nQ+slWeVZe0lNxK+FQYPqVhdrWAOlbo6o0GALPTPVb9ysOMgoF/Sfp3PYFA6DuLbswacD4BSIYHoChmoM2AgJgGJKeUWvfFUsnJkHIYA+JK1i3KuYnIUs4yj9hwh6v0sBgB6AaN4rSSOrW0Edyy8tlyl1PdTtIy2UJ7VgsJwDg4erB4++PgY54F1GUIbuzJsnU3ppQAsl4MlNHbNS7HjaO+hqXelj1wHHJKgxtipLxVYO0Yw6LjsOMDCk2TSlEy1y8XYudzaQ8GvKSq9bOO6xG644QbccMMNR77Oqnb33Xfj2muvfdTAIGADCF2S9RbVg8UUgMTokIhaGxkbAixIeW8t6QDEehBGS+UuPm8CCMoNg9KgagvaTqGsWYgQp7LyAYi1SnovDSmCNZNedBudCJwyGJGihK4FqRlvQLSBJsUCk8WCulyk8vUDfKCeWLWAKGMRWFnOlS5fyqtr0ejoLSo134NaZBMtPqgcLfakoz5GfA7C3vG8mXHex6pr/UKGy6aWMkI+FIEu2U5AHi+JTSPCpl2zqKMkvSLpJtqkSG0pEF12HxGBSQC+l9IhfWgVMNEEavc5LUC0rpDHVDBVTEfo61F46ZMBY0ru3ymCJgNjFOD1wga212cntBjblJ3f2OWyXqpw8c4Ke0/0u+ZBoes8GtcPBLTewypCVe1AVdvMzhhJH5aUMjWsghjf1arahjY2lV11aS5hRkYAawF5F+Ao/03aQeBKlYSGgeZYFTJXsVJ8za6Brhym2qKubbpO6d/k+l3UFxIGq6QLlcf6APZVY2wc4tmKixNwGjT71Cr5VD5H6On39Zi2BYgi6b0YfBeIILLLaVadWwSDcpuKvpMOFJi7lxYX2bnUTxsr+0HSw6jdA0VWTqm/FqALdmWVAhV8G3GRXzBWBZxKbUsBhxgAIDALKaWQF31UMk5NxXMAeE4QQMhry8+zzQUJxP9LcYuJmUArHVP1SoFpD4SR9LdjtI2G0NVvl7IuWDk9amMAVgQILgOgciRbBlZdxnZerePquNu9NOVuxesc6/rf+VRl+ki2jDxwDHbPPffgoYcewj333APnHO6++24AwNOe9jTs7Ozgt3/7t3HffffhG7/xGzGZTPDRj34Uv/ALv4Cf+ZmfObE2rWIbQGhNGw580Urh/2WRYecDOrdYLUYRuNoJUdpcy/KEo4cKlbb8CSkQXBL3VdEZeu+ArkE1PcNaEYVgZaK4x0WjpBWM0daNqhkcqmLVkG6OICCFLLC9Y5Cqm/P5l6UvxZ86ii17ayMoRIX+ES0ALiHkRa1s6h0CbCAExVF1AL3FOlHeLBiloHRGVsvFt/wegATKlWCKLs5dVoAJsR+1lOMdzDtDfYYe40cqvpWR1zJNr9TISINKGEw6pWuk9JGoEeF8QDN3vdQAAc6sQkq3SO2J9yDaRGp+gcGgZreniwETNVXiJsQpFjSXMQP0mQAilA2EFAXXBAStoHUNpQaMroFdsvjiiG3Kzm/sslt8pwMpUFFl0OkarQ/Y7zw6l3XXBCQQvbeZcxHwrljKxlDSFuNKgm0C61P1MoB9RRSu1naKWjNYEqI+jCpeK/mnvBs+gSP8N6cIVtfQUXcnAIBTsVol+qla2kDpKrMgI2CVtIei9tHEWLRGpfQquZ60J0BSywiEsPAOeiDRXQS70Ok8oWDC+MIHa5giNcyFLOxf+jBpRxmcKFOAh1aC/SaVtx+WYI+V1xSiWPg8p1wJq1PmySLYQu28x6hMRQpiqqE3dUwJ80t9m8xREi7xIadfW83aQNTOU3piGkMRbBrOM8ICTanhDgidW1Idk+d2G/ipVdqAtdCZKZoF1U+WJbTREHps2HEFi1ZhD626BllJ0HoNu9RN9XFd/6oEOa4S9s9j0a4oMAhRQ2iNZ+X9yT3ft7zlLfjgBz+Yfr/55psBAB/72Mfwghe8ANZavO9978NrX/tahBDwtKc9Db/0S7+EH//xHz+xNq1iG0DoiMYR4WH4kBc9w7QaJwBMcbj8myhrJEhpVtl8y8aWDDMuKPhcNtc1QKSXK+whBA+vDbSZoI5lXoEYhQRPro3jtojmgQAulSc0AmIklotFZStUE1rckEiJ2XITFPUykknfaJs3D6Rgi2hkKcgsEV9ZgPIGCgm0koir1fydWaSry98VmO3EfZuZP2mhrrKAc5lGVYIpleb/nA9o463I4lsTV18RHY4SKOppHUm6Wgj91C/ZzZQ2AIrSJsBOegvzLgJXTRfg4ZNOVNKNkueoCBUUKpW1gcpxqIigfcubgmaPGUItA3vB1pkRZFgrKugKs86j8QFd7AgTASWjGMyDJwSKYqolUOQDPCFWr9NJJ2sZ3fc4J12PTcrYxi6fpbFLCqDAQQBtWd8tsoIEDAKyv1CI6T0+ixHLGDSpQiP7nompYbWFiqxCFTzgos8NPrFQrVUwxvQiv6LbkqoeFmk+IQS00q4IThllYCsLrS1CqWUmaVkhVoWUDhDdnsg0JNdERgkzGVW1haArTHUsyV6KSCuDTiv2bw6jQIwETxKbiAKIwNpEPQAnZFA8ZMBJwKgyCEJUAFOUr8G/R0H/kfUqB04i4FMAYEGqnfmOhfjbWdKEIt9F3x411MpCBTJfEPHfYp/ATpgVZGrMPeCibtOQOZv19nIgIvnaXifGlLRSKNpljSued7bg7YQ1orqcNtcW46Wc74SBJCw0xL7uYr8pY2PlO+ohLieZprM2IHTsLdnYpdpxB4sOAz6OCgwddK7jsFU23Mf5Hq16rqsZIBljkF3N9/No2KVqBh12jnUtFEHrI33vBAGhO+64A3fcccfSv7/oRS/Ci170ohO7/rq2AYSOy2LalCzAh1pBWnHktisiqVuGyxB7azHvPOZdSFVcAMAFgtYawdSZhdPpmELQIjjHYVPXgajJZV4DV4mSCG9dbSMowjw2tZP9hGQDhFxOXqKg21YBIFS6hjU1SO1zZFEAj3jPQzCo1D0S4KSsYkAxCqriRiYJEXcNQrUFmCkaCrFSGWFiYvWTvYcQJqfQkkUXI8qkMj3funncHBk0vgB0EBk03QxaaXhlerR7RcDUKJjZOQQzQWUnUJTBF6MIWzpAzc7FEzJowg/I9cU3JWoRwSCKbKoQ0+t6YwUxuk6Kz2dYfNMpi1nnESI7p0wF5Ch4BKVCfo5KUxITt26edEfI1Ky9IRWQyko8vmPwx27xhkQ2IrpCFwHJLl5bEaEmFkC1oYu7A510KzSAiaGcphaiphXlNqvLENFxIcCtk0u8WRds7FItaW3pJLwsm3jZREsKjzARQ+AKYZmJF4V/i1QjFxSmRmFiJoNKZCFWZQyDNN8itThu+JWu4OMJnWdGHwPnkfER22BViGyhCloTlKkziDAi5p/EiCMYRM0+t8lOWT/JO1AEmolUZjkpjaANbLUNbWqUcBCDDJnVKmwU6Ue5Byruh/sfUIH6wReUDCCe3HT8jqRr51SwrO0D5HRuWWgaFcWfZxey8LYIP8cUKWqjsLhrGHD3HWAmCBaAMlFHrfCDSiGoKjNDIyPIRSCefX9xOGVAK7GCCLE4QJuAOb4xlYAm8oXgdkmTj+13hsGg85F5yuMuYN7FgEMck5XObFQBNYXZS0QJkHchgJSODNHlmiLHaZuUsceeHTeAeFia1FGAqMsFDi2zsWuetCbSqIbeFbB4Wqvk+CopcxsDcHj/PppgEMBz+1oMoc3zX7ANIHQMForFaQDQun5kzSiC9Q0+9Wd/jqYDrAaq0EHtPQR4h1DvwNc7eNKzbkrpTH/953fDKsIttzwPRAbKWig7BfkOCsAf/8mfAwBuvuXr+DrtDPAdPvWn/zMCQg0DOKRw8y1fj8nWtUzhDx5/8uefjDn/vFB76rO+Ni4+MxDyp3/9Z/AIuOnm52GiCVt2CmNq3tjPgU/8+acBUnjezTf1gBC0AHUzfPJP/hTQFW6+5ZaiPQxSfeIv/n+8KSDCLc95BtTsAvx9n8OnHnbwW9f3F7LdDNQ1+Jrzn8GfnXkW3PQazFyschMBI9U10I98Af7UDQjKImgLB65so0IHuA76kS/Cn348V/whjXlcN1cGqJqLCJ/+A6infA1T9e1WjPxyrFnNzuPrv2ILNNmBr6b447/+PDOjANzynP+HwS9dMdsm9sUnP/UnQOhwy9f+Xb4fSa2L/fTJu/8UtzznGQi2Rqi2UxWfeetwsfH4zJ/djf3O46nP/loAzHSaGIWpIfyvv/gTdB6YdR7P/tqbUGlmMVXtLj71h/8DCF3aYEBbPO+mrwW1s5iywEytP/7L/4Xnfd3Xw29dm1gNkgbgAvAnn/oUGufx9OfeBKMCKk34s//v41CzR3jMTs/A2W3sdR6KCN9083Pg7QTzkuEWN2GBBY7GI9jynhyDc3Zxc3tU20wLG7sUSyLQxClSnPoaQdwo5msL8PpTn/gE2gA862tuSmnEs9bjQtPhgc/+ZdxwE572XH73QwBUNcVffPpToNl5UNfwnKMtnnfzzRmYDwHUzfCp/++PACg87+avZcDCOGhtAcV+9c/v/hS6EPD/PPcmAJGF6Pgd/8s//RSnroFB5lu/4RYoZ/HJT30qMoIcAmlOmEogg8PXPeurgfmD+ORffZarSmmDr3vOMxjkj0bNLtT+I/jjv/obBLuF5z3vZmByGrXldFWKrKRP/smfISiNv3vzLWgcCoYV//yTT30KX3/L8xLw7wPDLKKX86d3fxJ/96bnofNRE0hYknG++ONPfgrPu/l50BEYA+VAyCQ0+OTdf4JbnvvMBNAASFW01O6D+MSf/gWoa3HL1z4XfnomBzbaPXzizz4dWbUdnvfVTwDObCOYCT7xF59JoGEKkJBCII2bvuEboVyLhgz+6I8+kQT7WxfwzL97Uxo7Yn/1p3fj5uc9j9sVXAai2hmo3ccn/vyv8Lzn3YIwOZ38PQB84s//mucG7/ja1RZuuvWbcbFxmLmAi63HX//Z3RAK2OO/+rkAgGumBjqyaGtN+Ks//RSe97znJQZr66kXoZWiFqTMApB4cvpxm5Sxq9kOY8VcTgHoo47RdfSLTuJ+Husg0eUWAb/S7TgYO+uc+0o438ZOxjaA0DFZCJmmHpB1grTKlUSqdg91OwPNLoDafabfVxO4uGjWinPxK03YNoRAVFD9JVVKQdePQ3vtE6F8B3/q8az50854Ybj/SFpsQlmmqIO1Y06bCU5NLZ5QB1C7C5p38PUOKs1pZbPOwwf+aTWh88DFxqMzXK3GKEJlT0FVp+Anf4tACvP6TE/ok7Z4Ye8nX+QN0vQakHdQap/p9MEDPpaoJYppCQ1rFnUOau/BpFfE5Wt5QXnhs/8H9OyvhJmdx7a2nOZEBMzB99pEcc7mYZB3MJGOL9FozC8C7lqorkEVPKoQgOAiSNVh/74vYOvsk4BmH8CDDJAUIE5oDcjMQcqwFoN3CEozGGRqBDuJGyFmaPnJKUBptNc+sSg7n520r3fQnfkKXlC7gG7usN8FzBynzFlD2OuAi00Hqwk1NDQRtqzC6TaCMtUUX7VNQOiyNoRSQLDMCppf5Gcyu8CbEVNxu+h6dNc9hN3Tfwdzrg0NIp8EsY0ibBmgMiqWiM7jnNoZMN8FXXwQutqCmewg2Cmom/GmTNcsYBvHv4svAsW0jpOMzKzLEDo5abmNPeatYD94UBIo5/LeUdBdUo3afagLD8M89H+gtq/DllWpVPipWuP0RKPesVCuQdAaN2wZ7Lee0zddwEVMsL1tGZhBQCANt3NDKmlPAIyJKaDesR8VVpHvoI2HUga624fSFpXO+nUUwZRa5/Rh54F552GUQUcaypicjwUAhV9wp24EVdtwX9zj9FPScNd8ZT4gspiCbdhvKtGfowSuqyh2r3YfAMwEBh5BK8CFyIBUUMHhTNjFdphBmyk65wBw6nVtFKb7D6J+8HOY7j8ZbudxqX8FLNoJM5xxF3GampyWFRlDlSbQxQtQuw9C7T8CPzkFJcLK8qx1FcF2yz4/loYHKYTJKfit+xgscy38jU/PWkD1F/KiOOS+8zGNW5FB6wKM5GNF09EnW5UZQbrbh2732KeXqX0i5K8r+MlptLrmR6UqmHoHfuuafAwptNriwTli5TjgTK1xw7aBdS1AhLOnK8xdiOntQK0J29TCPHwPzIPXQG1fD2unMKaCC1m4W27RIzJD16lWdERbnyG0QYSuFDtobXBcwNCq64+TFLi+3ODW5b72cQh8bwCEcVu1X9ZZZ6/T548W+FnausVk1vnOY902gNAJWao2ReCIYbPHEbzZBWDvEV4TTnbgJzsI1TYCFIiA2hB2rIJqLiIoCysaQ1E/p/MB+23AA/sdLBEe7hSusVPWmAgRBCENmAl8vcONsRPANVC7D4KChz7/RWD/PLfz1OMwNYTWEzxYBLvWGjOrMI9pDM6zILXzAfOOo3EzR3DB4/zcpw0EgKSZsUc1CMCDex0v1O02TLUNNLsI1XYSRA31KXhdwdzoES5+MaYgRDAoiNaBxaknP4HToOYXORKuDbOBqgkv0u2U76edI8wuIsz2ACKonTNAvQOqtngB3cwi62iWShQHM4G59joEI5HqFuQLjQhtQWceD29rPsbwQjsoDT89wwwfbbHfejQNf2+farQu4P7drgeqhMDpGTNHODdzaRHtkUXHjQZ2rELbBWxZjdooaCLUhlP51O4D8HsXobd2oM/93yRYGian4KttZiO5LqY3xLQ1UyHoCvuwuDj3eGDm8MWLbaGhhMRgMPBQzUVYXaM2lAW/TY0wOc3pH3vnEGYXoeDhvWOgiBSMnfAmcyQ/d0xOaWMbeyxYIEpACRFBI0Q9oJjS0+4zaNruMXg9OcUbfEWowNX/plbh3PkvQO0/glDv4JrqllSpa7f1uNg6uKCgqU7C8Rc6QuN8Lm9OQDe9FrrbT4wUch03zZus5+U9ak2pCiVRwJZVmCoXaROERmlOc47pz62XqlZ8oxIECAHYRQXU12HXnuHjPXAO0+hbGMghM0Got+G3HwS0gZ9eW5RiD1lIX4xUynAiYk081exCXXwQanYe1emCfSTpqbNHEB6+l39OToHIJJ+jCVD759P3/fQMlKoQiEGxEIhT3aCS5o8Uh/BBg2pmn/rtx4GCg9u5IVVjnMdiBOdDBR8Aqye4MHkc948H9h0A9KntUpkMYDYQwCLQKqb2kjGYWpV8tKTfSrpe8JFFKzpPSsObU+im1+J8qNDM87jQCtgPBkqZxKqazzwuNCxqbhTPOfX+OaiLXwJI48bt5+ORuUPjQiqcwCy0OdQ8zuMAbKWgtUVHwNDtByLQ0hqdG9tY31ZN6yqPPyk7CYHrR9tOUsdrmV1J9y92uQTC17HjBD/L8y37+0nZ5Xru6xaTWec7j3XbAELHbLIZAJAW/OhkVctRUdph8MFtX4sGGq0DVKS9V5rTy8hx2o/2Law2CABULF281zrstwGdCthvPU5XlrWDgKhZMEFrJthrmZXhq22ouS9EQgOgNOs1AAzYeCQKvSLg/m4fEzOB0UjVtVj7ImAetWVax1V0Sm2b/S6gcbzQNER4ZO4x9QGNU7AKMGoL8+pU3NAQ2p3Hc8ng7evhvzAD+ZYFTWMFLo4ma1TPuxn+M/8HRMQbnBCYDaMrjsJWWwggoJpCBYfQcrpcsFMEO4Xfvo5TqALHLpk2zyKfodqGeeY3wE9OR02jFqIJBaURlEV3/VfxgltbdNtfTOLSe/Y0Wge4zmHecbTXI+Bi6zDrAh6ZO+xUvKgHYkTYB7SB+85HRhgQq3RF4Ee3+9ipJrh2apIo9kRzBTNAgUwUM+0aAA2zf0yNztTY6wIUKuxsXws1uxBTx1g4etZxasBeG7DbeGxXrBUlUWhLYHFU70CYY2qYxdD4wJua6hpMptdCT06Bmj0G9iQVInhQCPE+8ga1FHE9SVs7ZWwzMWzsEo0i2kmRjQKiXF5c9Ny853L009Pwk9PMzgOnk9WasK0c1Pwi/MVHoJSGanahaYoODAoxQO9BMQVNEWE/as9phaQ39vDM4cyE54Ge7hC4Xd5uAQgw8JzOZjWmJsCGLumegVikWliuABIoJBo/ikKq2rXfBcwd69DM40rrgX2HbauwZbm9pGo4VDgfKqADLrQBikKq0GXsBKQt/PRaQGeQBchMQ063igvmgnkZAkU2TK7OCFLM3C0YOfysfGL9iGh1QGTK1Kfhp2fgt69Pwv4uBkMCgNYbnHMGVlnsqwkQAN8F7LUe+13AubmLQRXCQzOHieYKlQKqsd4ON0dHTR4bhfq1Ik5Ni5pNlZ3iTB1BPWH2QMHbLXg7zaXqReDaTuDrU3h49jd4cJ+DHVwEgOfwNgF7PlXTnHUe21ZDRdAJ7T78+YcAW8PsP4RTk2txoeF5qnEBxtYM5E1OcXOiqLgKHsbURfUxHJgifNy2EZW+Ok1SDS9cuND7/KRZJY+27sm6dpzv05V2b5fTrrSUqqvRDurDVfpH3vl1BKFL2zCEjs82gNAxGRHrLlCs7CVpVAnttZGxU22jURYX5h4PPdKh6VqcmRicrnWivaNxzPRQCtTuozI1rKlglEYdo3VftCL0qDhhgBSCmcBX25iTxSMzBiQmhjD3wMTUgDLwdgvddU+OrQ5pYbxtCds2Lj6JcF+smLZtVK/kuiMC4IvqJvwz1kCDopDTx0gqegGAR+N4AfbwzKVF6pf2eOHqg8VusABZOB2Q6xqzDuYfdzdi1zyE6swpaATe6JCC1xVaH3C+cThTa1SnHo9Q74CmZwAouMkpeDvBw/sOW0rB1Kdg6h3+vjbwymDeMeNq2yvWamCMBECsZEaEL7Umimh2ODdzSej5oZkrqtrwolv6Ku4L00/pIxtFOSvFQpwCCIXIBqs0IZCG1YTHTfulelsQ2sc9hY8nhe66J0NfuI/7wtSYdQHnZ46rGNUap6bXsI5HpO5bpTE1CluWcO2U/11HdoJyLdBG5la1DXiHmjyUUTg/D9htHR7Y47+fmWzj9NZp7GhmG4hWCPmO9UrQy4zIIq4nGK3wa6aMbdIGNra2FekwFAATgWSKKanUzbPQvjZw07PY3flKXGwczs5cSlWaWgXaP88b7Yo3/EFbaADksv8QfR+jCSbq4nh4+KgpdmHuMHcezqteOhsAFoLXNS50gcHlZpcLFPjIOLETBNJRnJ/nsokKoOBgKYAMAV1kFfkMBsl/pRg2gFTVstKxTDn49/NzB6WAvdazvp4CyCOWkyecRwU4/juQ733uCVW9A79zPfzWtZh1PhVhEGHuaucG4IYnwe3cgIYMWu9SwYTGB/ita+Hi9zsoZrQWhRwuNh3Oe4OHOwWrInszsqSc54DHxcahMoTdNsCqzO4Uhic3WkSg89yZ7iUycqwiVArQvsWUgECGAyCoEhNHX3wgfzkWHrjQBew6wo7SgC9PrtBBYb/zODfrMDEq6QQaxOp1BIgktEdMbYzsKgDMqnrc32E2btfA+gZVDCQwS83joep6NNc9Baa5yGLavosBqxZBmVT1c6G65AmKS6+dMrZx/Y+qyabw6U972qPcko1tbGOPhl24cAFnzpxZ+/sbhtDx2QYQOgaTTS4BaTGUPo9U7kATeGXR+oBzM4fzc4f7LzZQCjg1YW2GWhNUNwdIoVGWF9e+A80akFKYKoOJMjg9tfhC/M61E511eKKuTus5okxA3DQAALNl/PQM7t//POZRr6BWvNBNgEDwQAAaMgg+VhgpRC1DCJgajYkhOA/sVBrFLaM2hM4FPFBpaIXEjpGNgkRIxYRpI9FtHwK6QQQ4BOBTXzyPJ7Ye+23U5NCcNuGiaOh+F7BlAEcadX2aSx6TQhsIXRew13nUhuA7QkcEpTilq20cuhDwvx/ex1dfO4XVxfOLYI5VCs2AC08UU6CQwQ6jAOOBqVU4XWnMdcB1E4Mq6nLke+aqXKdqHfU7KPWNi9HiRlkYAFO08YIKDbGmyJdmHk0XADg80FncMDnF+kkhRPo/MQvJBXSWo+pSfWa7qlBrjeunBk/YNnnDul+UUrZbmMPAWgtyLaypE2i117CmSecZAMNEoza6YF9xNFurDGRRCtOP23FFWzai0ht7NCxVcJLqgVBI1beKv0EZ7AeNh2cddiOjZNsymC5ziN+5AZ4MHAIaVUE5D6sIU6Mi20ZBK8AETu3aqVQU9g2witk4tVbsx7omMiEpslMZPG+7AEvEacyxRDq8hzvzFfB2gtbx3GERoOZcVUu1+7CkYUyFDoTOUdYt0sCpSkER4dqJjmluwOlKp7Rp1tJjKGIaQQpxtR7MkJWqhV28fnK5gRmHAsq4+jQaVaFpuZKlpLQ2LqCtpvDb18PZLTSdj+nWHHzoXEBjK7jpNdhzDOMLGCTX8uDrdC7XA8vV4ji1tjaEWitMDAd+XIj6RhRwulKsBagIj98y0vwiPY/BICNsoLZJZeH95DQ6EDwMlAYq30LNL6Ty9cFPEZRBG5mooa6YzYrYCV0DazseK5WOfcyA1LZV2NY8Zry16Dxh5gK2rUpzWOcDmmoHujoFEKcZI4QE6ncemDmPB/c6PDxzeJy1udJcrCrKY12ntQ/JnHLClcbWZQht7NG1JzzhCfj85z+PU6dOpXXQlWTnz5/HE5/4RHz+85/H6dOnH+3mHGqb9p6sbdp7fBZCwIULF/CEJzzhks7j12QIbaqMLdoGEDqijW5epaR6YEWEcvEjpcVBgAMvPom4YtTjdyoYxZpBU0OwXSzba+qYt8/pUYkaLhuMroXZexAAYHZzBJEAwDtYZbBlNJQCtkwsyR48gjZoVYXzc4eLjcOWVUAVI7zdHNTsxhMpzMqSs4pgie+TOS0exrUwRDhli/4IHqQ8oD3+r7sIOOD6qSlSDPiwU5bBIiIWsux8QKvzorkCgeIy1IEX59dvVaC9Pq6gpPyt5z40KbUtgEhHphYzqrat4rQFymCOBy8iFVisuTKESvFxQF8rY8vKJoZwquZ/dy4CckS9e5ySw6S9gNpM8DgbK35RjtiT72Bci4mfs0YScXqDVwqt53K/sy5gx1LvmZjpNfAA9tuA87FM2sXW4XGTCY+Tdp81QGqdAD8NYsAnpqwo16B2HczFB2Ae+hxXLBLx7LhpDHYriYmSa0C+w6lqG1tG4/E7FWYdR/Z1jI57D44MF++B7KIWNgQnHCXelJ3f2OWwFASIVbYAMCNIFRvT+N7TUFiXkN4fiiwSOX4eNPYjM6ZxITFMpkTYqRWqdg80m6UKktNuF67aSmya2mjsThT07DxUuw8RvQcpeBCc9+zPNSIQwdpGoWuBM1+BecfgkiLAGoDmu+wD5nvczlaD7BQ2sisBsFD/7GGo/Ucw2X0AddRau2HLpHNpImjfAqHFdROCA2GnUmg9EiguOjUCGFWa+J2OXZc0kqKvTd1ZTkEAC1onf0wgilWviBmYnc9sEl+cVxMwUQpTo7BTKU7xCgxWkWJQv9YK108NlGuxQ20qE8+izwrXVlzpjeYzTB7+HOsDVluolOijRI28/V1OA/MdF1uYXwCZCp1jtpHyQAXw82n3WSOPFKjZyyl8IC5yAJ5TyHcIweP0ROFMzcCcVZyCfKrWUHvngOCgoKBtDVufwqlKY95xGqIPnPrnfeBaFDENXRhgFJ+jUgOa/1B4O70jOZ1NWLQn5f83ZeevTlNK4e/8nb/zaDfjUDt9+vQVt6E+yDbtPVnbtPd47FKYQRs7ftsAQsdkvcWPLP7LhRLi5lwHXKt1/7NYhUzNzscywbHUbQRh4JoEDIV2Dn/hYdZuCSyyKQv+0DUg16AyFaqKoNo90N4Mau/hXG0LDI5MYgWpSnHaGc3noDYKEGvbA3A0EchHXRnXMDAVxYrV/EJKR0LwvIB1DdTeOQRtMG0vJOaSVMLa6rjKGgDsuIv8dwXcg5YrUvmO9WlCQKim8PUUNz3xDD57IYMyqp2BWhcZWAYT6hAwiRXKAi+0AWhlEEhjQnMERE2N+B1ragSj0YWAZzxuC1uGYBxHZRECCzGbCUCEaxVXXoF3qHcfBHyLyk6x1Z5PQIr8Xc3OszCs2Ye+cD/rPZgqL4Zdw8LV7R5S5RqlQaZOfS4bHm4vo4iqalEpjR2rYKM4aCW6GnLd3YexZWtMLUeTybdp/AAAmnkU1G5YX2j/AlTFFdJgWCCVLxwHaPCgdgY9v4ht1WF6ysLHzZYwqFQh0BFI8aaneB96p4vvxUmYx6Zi2MYuo8kYH/j7oDS/skpDReaE+M2JDbi2NpibgG3DbJKSPahjKhHAAIUP/LPWBBscAzMNgwmBFGh2AVunpug8RQYL4YF2jyshzncRjAWIfYFsmqeGYLo5FzlwDUIzY821eB9Jrsc79sXtHHBzFiSN2nMIFkoz80/NzkPvPgh/79+Azn0BND2NUG/BzM5B2ykCGVDXQu2fg9o7B/3IF6DqHUzJQRuDxrF/mBgF3c2w1V0AtMW25fQnAR+40hjBUkCtAKcITUyzFRZrFTqo5iKq0MEpZij5yFCyisW7K7iojebRIoNBtVGYuH1suYvY6i7C16cwcwEuUPq7vvgAzIX7QF0Dff5e0Pb1UKaGUYpFw/cfiQUk9hH+r4N+3BNYvLqbsW/1jn1/N+cKl95xdbWu7flLH8cX+Q6hmYGUZjBOGUwNRb2/wExMUjwnt3PQfBdVu4fTlcJuy2DctmWAkJpdJJVu30IpjakhuJBlnw0RgirWHjIuI1A3NcD1WwbXTDQXEohzqejrOR+ZVTFtPqPt/kSDAQHr+f4NILSxjW1sY1evOayZMnbsLbn6bQMIHYOlzW8vakY9VgiChwodtGtBs/M58gcg1DsIZsKLSMNRuYlh0dBgmBbOm4oWpBSomiBMpoBrU8lzgMGDtMBsZzki2FxkIVFtYODxFduaU9O6OYKecOTWdym1AIo1ZlgTBxxh1ZYj3QBXX1EWJMspuX/XJb2MEM9F812Q4oWjRKTV7kMIFx8GAOhHvoigDdR8l8sNA1DNPvyFhxjk2D4NNTmFs387x//d24tMFxGdjtdXGv6Ln4V64nMY7BjoFgQihC/8L6gnPisuYuMGQ2kEpWGUxdbuA/Bb14CaGcK5+/jv26eBehvBTmAe+N8Itmaw48L9CLN96J1roM/fh6ANi8WaOjEGpCS9sLqC73jhLG1SNoJNKgpXG7iY5uUBbFmCCl0EdSKY41psGYXHqT0ADsFu4cZty7o/wYNcBzU7B8zAelLTM7E0sedxJeNRKpLV26A5l4lmwJCFpxF83HQQt9nvQ+09DLX3EMzsPFdn0xVXXZuc5rEbfAKTAhDHQemlxzcExynOtyk7v7HLbiH0WHBBRcajE4ZlBaN4Y4+ugb5wP7b378dWvYNrJhp7LQv2cpUyj2r3QVQAgq0x0YTdyPypdGTZacPvss/LGRaCrhNgIkADv4MaXhsEU2O/9Wg9UKkANd/n91OCGPUUCFx5DIiFBALYp7UzBqCiwL8I7QelEzOR9s/DfelvEWZ7oO1rGOSOcyJFYEPNLyA8+LdQswvw2oKaXejJNZBtufYt1N7D0Bfug6+2obsZjGK2LBBLx4cO+uKDULsPYrrzuCRgbUWLaH4Bavch0PwC6q3rmPEC7pfaKC4pv/sgzOwcMLkGM+fgQ66wqB/+IvT5+6HPfQG45gkge4rvgTjFS80eYZ85vwi193DU+jPsVn3H1cm0Ac0d3MP3g6oJSBmkCqDa8P2SBhTPmXANQjXlIIUGgKg75AL7THneIYB8h0pxe/ZbD7IGlTYgSQv2XH6eGWisaWQJQNcgaAuiOG6URVA2jSHWeiJshTnU/CKPieYrEbbqCP4Tti2zX6+ZPYj6wr08DkyFYGo4ZTGLKXyauMKeAoq5+KRTxgLWmUk2gNDGNraxjV29tu66fyMqvWgbQOgYLFDkSIS42BJgJdL0AUAVwBB1Dajdh9+7yIvHWDJd0nW8tlEjgvVcfBR49LriBd/2dZhfeAimolQNBcFD0S4v2lMllghOaF60ycZdX/wSgzIhIOzcwNc2k1yZRVtUcOi0xn7n4QLBeYJWClBMkfdmwjoDse0IHjABPgJaYXomRQ4DKWYHRWAjaAOq6tR/5Dr48w8x8CWlkm2F0EUgxDs0/+tPQfYJDPgAvJgVMCF4uPMPw0QWE3e4Tt8lAN35h2F88XwQATR4BDJo//Z/w3zVc0AhLuqV4tL2ALOx9s+D6BqOfGoDVBUDQdow+0Z1QLC8aZuc4vsnBb91bWRA6R5jzOsKMz3ldAkQgmPx7cZxFZ8q4teh3mEQLGpRke+gLjwA7J8Hts7AzM5xJbV6G2hnMRo/A1T8PukkRhqUASpm7zTVF+BOfwW0sBp0haAti0NrC4MQ9SamXAZ5/xEG+poZwnwGshWn61UupmnksU5Kx03yACTlPx76Pq1rGw2hjT3aJlo2knLrAiIbs4rMxwZqdhEeXI7eAwjxO1NloPYfZlBl5zogeOy1nM6jlULjCXW9AzIVQtSOCfU2pxjPOB1Zk+c0pa6NAJUBdIUWCvudw8x5BESQ3FhuUzVJYLUKHazWUOBUVj+9hv2ytkAMPni7hQ5MNrG64iIC2jL4sWPht6+Dq0/BT86gA2sLaR0BY2M5AFJtZU0jz+nR4hsDmSRs7eLfRZAf3gG+BbkWyrXQpBbfeTmPxAvif5qQmDmIjEnnpUpJPj6B+fF5SgEBby2UmSBUEyjfcp9FQKQNgJmchqtPQ5kJgzeTOchGsN3UaElznxkDBYrVxOK5t67laqAgWB0gHOKgLchGwNFY9uNQUacpQKuASlesMUQKpAyCnWLuOPUYiKll1Rb3e6ET12qLvdajidVCa6Ogml3QI1/k/g8BQVfoGp90kqjdh5qdA7V7CPUpQBkGgzqPeayCahUDSCaui8qqbidlLmA9QGjj/Dd2gNV1jbe+9a2o6/rwg68A27T3ZG3T3ivP1l33b0SlF20DCK1hwmooKyaxVkQ/dcCDouCVlBTXvKiudyIossXpBdU2/5yeQatrNK1EnDUaXcOaOurAxHLopsbeXz8Iq4BHOgUiXlBvVdtx46+hfAffTQHLi003Oc2lewHe2LcNL86NxUwEhCmXlQc4deBi4zExTM2XoOV+57HXeSgi7Hod9QUMlAJ8BIyaaocvVW31UiuCrhgssVPAe/jpGWY+TbcR1Hmg2uao6zZviCRdgLCP0BGXmS+ACykTr7bPcNSz0nyMqWK605zp8fJ3O02pc9TMEqOIqilCNUWgHWB6LUAELxWDujmomjAjxkzgt67jxXK9BT85w2l7umKmFin4ahuN3YL3XJZeK2IWQGDlS9FqeGifq7NUMUWExcBZAwkAOtLYpwpVPYFCQCuLXqUQvOdNCSk0qoKe1NB2jjA9jdBaQDMDKWi+5xkMuo6r+AAa+23ALk2wfeYJvMmKLKW2SAALpLDnCFv1KdB0nyuPnQJoq+MNpa5jNSSujiPjS4MKZtN4+mT5Hh2XrV1lbLMr2NgRjfVgBh/G8uKN4xLsrEFDCIFg6gmnj+k5+ybFZdX3E6sCqKttPrdnNsnME87NOqh43ouNB9UG1hqQYcZIV5/GfudxvuHKjS4QWmVQ2RowltmcUZNut/U4P++w13ns2C32D10bWSjRX5BmkAS8ud+nClv1NvvUCAbtuwxcW004bafwk1PQ1z4emF+Eq07hYutxrkXULAKmpsK0PgV95vHwDwW46hSc3cJ+47Dfsq7RxGioehth6xp4O0WrKswbj3nHembGBdT1BIgV2IIyXGENAHxA6wl+cgZ+6xr4yRk0jkWlJZU0gBlPsFPATtA4j8axQD7A85qtGcz30zNcsbPh59lFHaLtrWvht65nPz85BV+fwm4X0j2cbzxqbbE1OQV97Wlg53r4yWk0uIi9hgsgGE3YMjWM0hwo0RWa6hSDOHHuVYbynBIDGcFM4Censdd5XGgys2nHWk4pMxbBe7TKcEWwxsMjYGoItZnC1zupfH2nDHabgEfmDAhdaDpYRQxAxbSyUE15jHYs2kkETOyUg0exbcHUmHUskD6PYk8hMDupLgtklqzdE7D1GUIb37+x5VbXNd72trc92s1Y2f7/7Z15mBXF9fe/1d13mxWFccZB2VRAEERBJkgSMBBAiTiJUVwAiQtqBhKiiZAYID6aIEqi4huULEJUVMQHonGLBIVoBBRGf4ogAQKo4AAqzH637nr/qK6+3X373tnubHI+z9MPTN/qqtPV1ae7T506h+RtXUjejgcZhDIH4/Q11CiqqqqQn5+P/+3bh9zc3KTfkzIpMWZlvrCimZsfwCoSgUS5GddBvPSLl1POAZ8qDAcyoKYMhmwYwnBgQMTSkW5vqpkBRWWApihQeVwsFVI0RDkQ02EeA2SpgBKvB1d9iDCfNZMImG1y4fIdjouMUhJF+NPA4BBBmJXkVzARZFgcH9AYQqqMP2RmIlE1K1W8AkCDcINn8bBYZucLIQ4RFFmmpverCrRIlSmEWDIRgWoGv2TwM0CprwQ0HwwtBB0sERhVVaCYQVGh+RDTsqyAowFNgRKPinhIug4ezEEEKmJmf/g0s+5YvfBuUoRHUJz5oJvXUQWHIr2WzODMMajiBdk0moE5HeYZY4jpwqjmhWIGXJXBqhWFWS+7CoAsvwI1WifSzqsi1bwBkeXMrzBoPCa8y1RfIiWzIa6LATiy5/gUEY9CBto2wxVBU4TCjBvi/wFVSRjnXGPXOgvzYBUQMtvvCXlMCiNQTVUVevfpg8rKyiYHv6utrUVOTg7K1B4IMrXhA1y8pB/Bdb/7NebOndvkY4mvP166X94nii0+F9f8qDMU1JsGAt00mARUEaTYLz1UAEQUPyojBqojBjRVZGvM8yvwh4+BxWMwsk/CsZiKA1URxOIGcgIq8gIaTsnS4DNiYHoEXA2gxtBQFdNxuCYGxoCTghqKsjUEYzVg4SpA8UHPKUBVHPiiNo6ooePkkA9dAgqC4WNieZChg/uzEcstxPGIjjrTkBDURIDlPBYV8c5UH/RALo7V66iJ6YjGRXbKgiwVAR6HUvelMCjlnoKaqDBaxE3vn5CmoEtQhapHLb1UG+fWM0ZlDDl+FSGfyNBlGBx1ceG5UhczrGDT2T4FWZpQVnEw1EQNy4NHVRiCZkZHg8P0uDQso3tQYwgqAIOBiGkUr46ILJMyk1teQHg0AUA4bqA6aiCmiyDLQVVBTkARmTv1KKAoqIorqIsZiOiGSE7gV5DjY6L/o7Xg/mzowTx8UScyyxkGEPIzdA2KPmPRGkDREPbloCbKxRJCs++7hTRo9ceh1H0FAMJIlXUyjtTrqArr0FSGbJ+CgqAivHaideCqH+GsbvgyrONIbQxxnaMg24ccn4qTg4p4loHD8GXhq7AwJH5ZJ7zNTs31o1uWhmDdl2IyJvtk1MQVHAvriOrcCk6dr4p3C6ga4lBRaz7rouYzO6jJrHjmZIq5nJirviT9X11djT69ezdL7wPAoUOH0L17d9ym9mpWlqq1egV+sfQPuOWWW5p8LEEQBNE+yPey+3LPQKgZ7/31XMcd1Xub/ez5OkIeQhmCS4uNDcX8yJYZNkSgSI4oT3ycc8jAvNwy+rjtLDpkOIaE4UYzjQQKS6T/lZmzDM4BpgGq+H/cbEsSB4Piy0aciwxechbVmixjidS/msJgmF4r0nNFYzLLCWzp6BMeMCKziyv1CyDi5Ch+xHUDMdOka2gMftVntaszDTHdsFziFYUhZhjI8udCUZg4R1Nu0RxHVGHwZXURfWVmkRGz3EJKlfmghvJhQBhipJEtphtQFR8Uc5lb2HypjemG9VEAjSGg+QFDE/JDpHQ3DEA3A8D6NL9YgmAYgKpYRheFCQ8xWZcis8PIDxibQQ8QhiBhjGHmuZt9JE3ZZpaXSNyApoXMlMfc6uK4vIiKD8xMX6/bx5jCEksRADBuprqXl52JjynNCiYuToRz0TfctMQzCGOeHKuK6T3GXNfd655IRSa8hZqdZazFLRMnIpzDjAemWR4QqnmPyhgqPtv/OWOAFoDOgTrTkCECtDPTc5ADZiyyGPPBgIzpo0BjiqhHBvjXdaHfkTBO+ZiI+6XI+86e8QkiPbxiLqXVOQCmWkGiuaKK9rnw/jG4zcODKdZyYiAxwWFAeI5EdMDn94OZHk6Mc4cBXOcccS48SAJm5iqdGzAMocOlT6LOOeJSGdkyidmfhzo3lwcxRehWhUHlCZnk0i/RL2Z2MSR0L1cUcCgwzGDVzDTWS/UTM7jInmhw2OZJTO8r8axUFIBpcrmbYU0wgCUCKotlYsKbJqYbIjOaYRs38qJAsZbHAdx6JvtUcQ2gqiLuEOcAU61luX5TSat2vWkuU1cYg48xKx6UYesfcBmLKAZV0aDZyjHzuc8DOWBch2F6YNmvYyRuIKJq8PkUMMMwl4ZxxBUGTV4vM5unPFFuZlnljFlj1RI5Q/ORzfYQIuVPEARBEGQQaipZWVnIzs527HM5Bol/bQE7xQ4z7S8XAUd1nviYVyBmN1Um/2XW8i2dJ9zzZW0qS5SVs6ESmeJXenwYnCNgJFKiM8asLDZSFp/5Yg6rfpi/wzIW6bZGFCa8fxLeJSLWg/CGEmV8pmePGg+D6QYAsSTJ8GdZxh5AZo2BiKcAwNACwrMmnogdoaki4KdlfALg07ll6PCpzHoxli/n1vIlW79yDvjMpRwcMD+wEgY7HudQDQ7NbDfkU8zsPnEzFpMPBlOFcQTSG4vBZ0SF6z8XgZOz/NmIcSAc50kple2pj6PmOJAv64p53XzmC7WCxAef/drIvpAGp7jH9bXCK/FEn9jHiBxbljHQHFcifXKir2U52YZ7zPrNvlfgGu/mmJcfAdauFG/tut7ymP/NjiHUSh8F+/fvx913343XX38dFRUVKC4uxpQpU3DnnXfC7/db5T744AOUlZXh3XffRUFBAWbNmoU77rijdYQimo1d9yfi0/BELBjGEFQDCJkGbemBpykMARl0mCmIQ4HuM6DEDfhDwoMmz68gy6fAp4ug7j4tBO43YPiC0A1xz+f4FeRpBpgaM63RPihqFpSoATUglmZlawrygwxKXRgKRGwZI+iDyvxgfmGEkmnVQ1EdLCJivBi+EHxZ2TB8BuAXXirZspwRBotzQNFgBLIQ1wz4YgayDOFZkxtQka0xKIrwNDECIWhcASLCs0RhwkMnx6+IODSm/tHi3HoWMNMDyKcIncoB+HXxuwwqHdBEVsyQTwHjHAYYAnHDepZKnWRNwNj2y6DR0tjtM0T9vrhhpo1n0FTh2aIK+xxiOoffXC4ln0NCRqFf4wYHfAY0UwaVCU+vbJ8CLWIAXMRu8yl+xDQdgXjiPHKDKnx6BEwT/RoI5ED162BRYWAKaQqygyr8MUBhZr8Gs6GHshFVdQR0w/S8YshRYlC4D0wVS7L17BCUAIMS0BEzOIIaQ45PQY5mgClR4TnsDwAsCC1oIJAl9HaOz7zeEEGsuS8Exc/BfTriZkxsv8oQ8ivCu9aMY5Wt+Mzld4kx71cZfDDAdBHrjytaIvue3cCXAb0PtCCGUEZaT4Z0P0EQROtjNPO932gt5d+JIYNQBnAagWBm+9CtjFviRwWMKVAVFT7Nb8UXAoQhwPqwiOtW1jJF0eBjCgKaz/q4BiAyyJjZrDyxp4sF4JMzxeYUJYuLII8qU+BXVGRpmufsHZD48HEbLZiZPtchgzkTCIhA0YjFE2neAUDRoHIDQTPYNABA1xPZUZgCxdARUn3wB3wO7xnNWoIk6vJptiDdXLfOTTXl4KpiZf8xXZwAQLQtZXUZ7JjGIOcZGQANRiJFMDfA9CiYoiFbejRxQ1yveFicr6EDjEHRowgoGvyKBsvNx9b/ImaHCu7XHOPA3r+pYNwcJzq3so/5ZPYwDrHpTsOM6hXQkzER+8eXcLW06vYYgyJmRyJOkJRT0WOJa+hKvy0yEokMOJmOF9QZ+Pjjj2EYBpYtW4YzzzwT27dvx0033YTa2losXrwYgHB7HTduHMaOHYtHH30UH374Ia6//np06dIFM2bMaOczIBoFU0SgY8OAaugIAQgpQr8wwwDiiXuDqX74tABy/CJ9uMHNpU4Q2boQE8tPfQC6+EMIqqKMT35gh6tFXDQzg2EopMEfCiLPb1hp55W6rxI6y1yOG/KrQECFzhPGETBFxBrjBqAo8PE4cv2a+A2wjOEsHgaLR8EVkbggP5CDkKZY6d4DzIASrbN0vQIRa0YJ+oXB2S5/PAxmxMVzSfWBa8LzknGeeG7GhOHMr/pg+HwO476ix4BoGMxsJ9tMAJCIT+b9lseMWEKvAQiqPgR8foQ0of8UxqBwXSwfNsv4FRVZAZd8esR6fvoVFbl+v+M6ir6oSaRkB+DXOE4OJrKl+VUmjEFmv4LFoSoa8vwhyximKeZEBDdEQG9znCl6DNk+FUFNFXGnNAWsvtrMQiaeUUq4Enn+bPizRf97jR3GDWSHVARDAYTNoNVBTYGqR6z09EyPIlsLwp8VsCYE5DmyaJ1Y5m0Y0BQFmqIh5Hiu22cBzMyWJ9ALOOl+giCI1oeyjGUOMghlGPlSK1/Y7UYH5lhaoFiZx5hhmMGRTeOJGZOCKWaqcplhSlZkGkasdORuvAI42o0jMO02qmZmAtPTr79nirXUCIaZSlgacTy8QsS5G4kXfDPLCOMcXDENNUbCoCNS5coPJmGIUDUzM5vsI+mB43UTmy+41p9MccwW2n8TRhuXgcRcXqHZ2hPZ4CJWumirqCmfJbuZNU6ep9jPRdYxVXPU5+gjcxmGqqhOgw2H9/WT9crrbh8ngDA8pcrk4mkQUoTMim3trf26eoxBpqhiDJtySiOYdYytbqZoZqZlxfTkan2jUPOXjLXOg2HChAmYMGGC9XefPn2wa9cuPPLII9ZHwcqVKxGNRvHYY4/B7/dj4MCBeP/99/GHP/yBPgo6G3adLHWg3XBvLu8FU+DzaVBVcV8qXBcf6rGw0HMAYMYlC/izhDrhutBH8ah1/3MALB6GyhgCWkAYLWLCOC0NumCKuZxVh6ZqYKYniwwuLPSyYRrNdWiaZrmICmNQxDT0CN3A9SiUeAR+LQCumBMZsYjIhChl1+NgSgw+RYOqmgYXcLB4TDzjzD5i3ABjMcuYY+k1boCZzxHF0K1lbiLivu05adYBlkb3mdjrBkydyTl8VhbMeFLdwmDmt54ldj0n5NOgKRoUVSy3UxUGFouJvpAGmnhUPFtUHxRpfOKiHfncADMN8UxBUAtadSGmO2Uxx5WmuK6jbhtzMPWyHkPA7xcTI4bH2GEKWDwCFUDIJzLQKPGI43pbky+KClXzWRNGLBZLyG+tI46K54T9mSeXU7YBHS3tPOl+giCI1oeCSmeO1s0F+jWEcZ68Gbq5JT6QhRdHXLycx6NmqvmweOmP1oJFa6GYG4tUg0VqxKxbtN58KYuAxSLmvjqwWL1tk/vCjg3xKCDbMttj0XqwSC2USC2UcDWUiLlFa8EitWDhaijhKjF7aMqVcotUJ8pHakTd0XpRt6MN87xi9WIWUY+KF0g9ah5jyh+pETJE66HExMYiteZ+m6yRaue5u7donZhZt/q3zrEl/ZZUR33iesg2w5VQTPks2eIRsz9rbPXXiyxpetT8KIqKmd9YvdUfzN4/EbPfI7Wi/nC1ef0b0/811jFKuNolb7XVFovWi2tvHwfusRILW3J6jis5Bu3XS7YXtV1fq3xi3IkP0LjzfjDipmebx/1jbs2+J2UQWMilmE3bouDQdR1VVVWOLRKJZEptWFRWVuLkk0+2/t60aRO+/e1vO5YRjB8/Hrt27cKxY8cy3j6RGdzhsZhp2JY6V9zr5n0dqzO9QRI6XYlUQ4vWQItUQQlXgtVXmvdWjXkf1kOJ1EANV0GL1oj7LVonDEamYYLpUsfXQg1XmXqyThhmpKFEymfEocGwlk1ZxmvFbnSPgsXq4dMj8MXrTb1TlzCUGLqpT+qhRmqgxupM/WM+C6SOj5vnGK2FGqsTy4bNZ4HQP2Y/mLpeCVeZz5Ra65li6VnzWZDQg3XOOly63mtT7M9W+3GRGkuniX9rnO1H6y3ZLPnk8XGh65VYPdR4GD49IrykIjXid3dfmNdbjdWZujPs1I2xMFisDmqsTtQVCyeMU64Mjapt+ZtlQAQS11uPWW2qkZrENfIaO/JaWs+iWtuzwHye1x2DWn9cyB+uMp+Z8hkRTpQ1y8trlDQh1viQck24D0WF9c3W/Qbi8Tjp/hOUW265BYwxPPjggw2W/eMf/4hevXohGAyipKQE77zzjuP3cDiMsrIydO3aFTk5Obj88stx+PDhFskXi8UwZ84cDBo0CNnZ2SguLsa0adNw6NChDilvQ226Wb16Nfr3749gMIhBgwbh5ZdfdvzOOcf8+fNx6qmnIhQKYezYsdi9e3eLZASAhQsX4oILLkBubi5OOeUUlJaWYteuXQ0e117yurn33nvBGMPs2bM7hbytiVwy3vStvSXveJBBqKWY3ikOzyDA9AAxX+TsXifcMGfw4gkDjm5+PLvjDsl6zGMd/wLWSyK3luiYbaqa4wVSfqzA+jB3/1+3zRJ7bFJeOeMtPXVcnjlJyGCkMiCpdS7c7CtbHXJm2JxRt4wLcXNG2TI0iP5zbLJfG7u5jk+cn/OaOJb9yeUX8jpJ+eV1kOdpC77q6P90Y0cGpLb1s9fmWIooX+pt19PqP9PjiTNzLJjjwZ32PdW4SsIycjrHLeyeCPZr7q7f4zpnkqysLPRECP+HqiYf+xWi+AxhHD58GPn5+Y5t4cKFGZVzz549ePjhh3HzzTdb+yoqKlBYWOgoJ/+uqKjIaPtEy/A0YtrHs11Xe41xaXiR+tj6KI9Y97LUsdbzxOWJye16RjGDDRu2+8oQ3qRc9YtNCwCu5wFnzNQNfitrI6wlbgm9At3VrrU0NaEPPb1EbX3A7P/C1JWOhAM8scnjHH2eeAZZnk8ebaXT96nkY9LLUj4H3OUs3WWTz6se27PUWz7uNJKbHjpWbB0mIveL51Fi8sQyBqnC84Z7PFvAmPDKUX3WNbeWbbm8Pa3nlOpPeO7Y3w3sz2H5TmJ6frFY2PR8iltZ9bx1vdOL1/lsd/ZhSycCAKCoqAinIoD/Q2WTjz2MCI4iin379pHuPwFZu3YtNm/ejOLi4gbLrlq1CrfddhsWLFiA8vJynHvuuRg/fjyOHDlilfnZz36Gf/zjH1i9ejU2btyIQ4cO4Qc/+EGLZKyrq0N5eTnmzZuH8vJyrFmzBrt27cKkSZM6nLyNadPO22+/jauvvho33HAD3nvvPZSWlqK0tBTbt2+3ytx3331YsmQJHn30UWzZsgXZ2dkYP348wuFws+UEgI0bN6KsrAybN2/GunXrEIvFMG7cONTW1qY8pj3ltfPuu+9i2bJlGDx4cNpyHUXe1qY5EwFyI5xQ2vlGIlPcHa6oSKSoky7a1jIBW1faXdrTfQTL/Ybrdzlz6+F27X7ptF725cu2KYdlOJBLmlxLzLi55l+mS0/rem9v021EcMueCsVVt9vABDiMGSmXQaUzQHjt83rRb0R56yMhlWxuvPpBUbyvrWzX3na6ZQ/Wi7tzKZ5jBlkRgbuh+b3d9T0MeG4jkWO8yo8xL7m9sJ0PTzo3ZpVJ+g3i/iosKmp2CsgdO3Zg8MBzcAVORT58jT7uFRxBHjRsDR9NmhUOBAIIBAJJx8ydOxeLFi1KW+/OnTvRv39/6++DBw9i1KhRGD16NP7yl79Y+8eNG4fevXtj2bJljnMZOHAgduzYgbPPPrvR50K0Dp66H3DqeFsMF/lB7dZTnCnWvWkdb+rnxJJY837WAuCaH1wLOicU5Ee+vC9N3W2/1x1GECv+lwaDqc64dTzh1SqPs5aQSfncBi/ZlmkYEkaVqPN8pSFayq6oTsOwa/mW57Ja+/5U+pwbyb+l0/3u9tLVmwp5jDTkKKrNSMZNj1jbxIFp9IHmT+43qdPtdZvX0VpGZxmP0sRxi0ecz3e7DgacbRlG4rmqaA7DkLUMTI856pLjxxq71nPfw5AmDVjS4CifSyneLVqq9wHgnXfewciSb+AqFCO7kVEQODhewGEUI4i3w4dJ959gHDx4ECUlJfjnP/+JiRMnYvbs2Wm9LUpKSnDBBRfg//2//wcAMAwDp59+OmbNmoW5c+eisrISBQUFeOqpp/DDH/4QgIgjdfbZZ2PTpk34xje+kTHZ3333XQwfPhwHDhxAjx49Ooy8DbXpZvLkyaitrcWLL75o7fvGN76BIUOG4NFHHwXnHMXFxbj99tvx85//HIDwsissLMSKFStw1VVXNVnGVBw9ehSnnHIKNm7ciG9/+9ueZTqCvDU1NTj//POxdOlS3HPPPRgyZEhK77aOIG9rIt/Lfh3sg2ADS8a9CHMD94T/R2nnbVAMoZZgvhw5PrxZcqwUZveQAGwvnvbAi8kfzO4MTbKYe1ZNBibmMCOnmxmtVC2YCFbtEeTaekG1vbBZgasbaydspreHfEnlKWaGLeNWqo8Fd1kkGzeS2pOkqsvVFk/lsWU3DDWXRhxrH0fM9jHFZVwm2wekdT0VFYbqc2R9k5nUrIDgtmubdox5zbDbjWO2c3GPH7fcrc2AAQPQF9nYguMYh4JGHXMQYVQgjG1Hj6T8APDi9ttvx/Tp09OW6dOnj/X/Q4cO4aKLLsKFF16IP/3pT45yRUVFSW7a8u+ioqJGyUO0E+Y9bCgqYAb+ZTzked9IXWsP3i+DuHMtmBS7hmtBQFGhKz5LtzOYWbR4IqC8vO8MVwQVe5ZBw3SP5jbjLmMijp1qxh4CN6x4KhzJkw7yHOz6InEOPpFNUcpk00OyfSmeTKAgCroMNFZDaQz+mdYljW3bJavsB+vamJksmepz6miboV5m2QI8dKxdBLs3l00WAyJDZSLjp8hgqSh+qCpLcryyDnW1ZR8z9rGl+ULWMjduH7+mRxFXXcktUsUyTGH0by2GDx+OngjhXRzHaHRr1DH7UY9KxPDfqqOk+08wDMPA1KlT8Ytf/AIDBw5ssHw0GsW2bdvwy1/+0tqnKArGjh2LTZs2AQC2bduGWCyGsWPHWmX69++PHj16ZNwgVFlZCcYYunTp0mHkbUybbjZt2oTbbrvNsW/8+PH4+9//DgDYt28fKioqHDLm5+ejpKQEmzZtyqjBorJSeBjal3R2RHnLysowceJEjB07Fvfcc0/ash1B3raAgkpnDjIINZGkwLhuV3yeSHku39vEB7kCRVGdH+TpXjI5YBgcdgcuuV5efuADMD/6RTmRwjzRpsrEC6NPDUBRudO933xpkzOO3KzMsGYfvc/fXr/5vwb7zKuqlH3h6g9HPR43sCwjfzJS3OQyMKkjI5xHPUlteRiE7NfJUYdnyyloTGHOk8eQeS25+0WcKZYhKB43YHB4GIS4lZY50YRow+0oyBiDwkRWPPF3+v7XDTFmpcxyfIh2Vc/j7X2eiYDTr3++Gz1OLUYFwihCMG1ZDo7NOIYhyEe3bo37iJAUFBSgoKCRRqeDB3HRRRdh6NChWL58ORSXZ9mIESNw5513IhaLwecTRoV169ahX79+OOmkk5okF9G2WHrAcIclFxklFfMmsIz1BsSHNuT9BWhaQAQGtntemEu+4hyI64bl2swAqOa9pSq+RN088QyQ2JMEWPc4EvUo4OBMGBgUxuAILg+AJ9IIWLpV59zxTGKMQWUQRiVDt5YqScORzEyl254pjHk8O5LUin25c+rfMgJ3/OOs39G2U1bZD3b9zAGoTIWiKmAsLvIDmIaROAe4kdC18vrb3wtSimjvf/MZb11LzsEZoJvGocQxiWuU0P8qYHqJ6QagG4ZjTHCVQdMCIpmDXP5uM2jFuUhg6RzDCpjih2Jr23ou2vrPazIik7y290P0PeNMDEIUXeFPW1YHxxYcwx8e+SNyc3Ob1A7p/s7PokWLoGkafvKTnzSq/BdffAFd1z2X93388ccAxBI/v9+fZKQpLCzM6PK/cDiMOXPm4Oqrr07p1dAe8jamTTeplkzK9uW/6cpkAsMwMHv2bIwcORLnnHNOynLtLe8zzzyD8vJyvPvuu40q397ythUcQHOmicgclAwZhJoI506PHADWS57cpxs8aYAqgPUxLl6MGeRLpnxR1M2XekO2Y3t5BABV4VCQeMmzt63z5HZlm6qcvYQqXgphfpwAMOKG1aZbXjvy94be59K92CpWGQaAOwxbTrOR7Fvu+MXLSCVfPi3vKHgbN9ztueuyG3fsL8nJ5ixuSec2pKRSSo3ts1R9bicxjhgUllgaZRiArhvCWm7AcU2tYxigGs5zt48fwyEnN42K7o+KxMemfcxb94BLVnEsl4mLHHWBc8eHREspKirCYORhM47jMhSCeZoiBXtQizB0bKhrODhjczl48CBGjx6Nnj17YvHixTh69KhDVgC45pprcNddd+GGG27AnDlzsH37djz00EN44IEHWk0uonkYYIjbvnUNgyeMHqZhRuIe1nZ9Ln5nUBVAZQyqabRnSOixeJwjZnDE9eT72H5P2u87Z/vcOiaxLzGhYJgNMcaSZsqkjHajMpCYUZPF5YSDykyjEjOXO+k84ZXEncEbWbKFx1Gnve9a07/ErsPseD3nUqkodxlF57brk8jGyA2OmOG+TlwcA5dOhM2Y7mrYbtjzetZJ847TiTPxzgDrdyGH/TmhANAMcywqKlQ18WqoGxy6OR7tE16OCaoUfSTbVs3JCLu3KpCZiQBAeOUMQA624BguQWHash+jBgzAjTfemJG2vSDd3zFYuXKlI27TSy+9hIceegjl5eXpM+u2E255X3nlFXzrW98CIAJMX3nlleCc45FHHmkvEb92lJWVYfv27XjrrbfaW5SUfPrpp/jpT3+KdevWIRhMP9l5okEeQpmjbXx6G0lNTQ1mzpyJ0047DaFQCAMGDMCjjz7a4HFtGUm9LmagJqqjJmagNmagJmqgLmagPs5RH+cIxzmiunOL6+KFMKpzRA3b/+2bkfh/JM4RjhuI6ob4KDC49aEvX7KtmULbx7x82ZRu5TFbneE4R0TnlpwRnaM+ZiASNxB2ySrltW+J/c565d/2/XGPTTfr0TkQN88pZpjnbW4RPbHZ64+a5aNechmJvktVRv5mrytlPfbrYJfH9rs8V3FdEnXotn6KO/oyuY/sfefuc1mnrM8+TsLmdZPX0X49rWto1ivHgTQWcjlebDP3Mtq+bvWxYdu4c2y4xq7sN/s5uWWNxA2E4xy1MSFnnXnP1MTEfVMbM1AfN1Afy8xSkA3Vn6EacexDXcoycXC8g+P4498eQygUyki7Xqxbtw579uzB+vXrcdppp+HUU0+1Nkl+fj5ee+017Nu3D0OHDsXtt9+O+fPnn3BphzuL7q+LibFr6X3b+A3HE1skLvS41OfinjBsOsZI/G6/p8365HPE0jO2+1joCG7dv/LjXrff84acvBBIo4Nqbm7DrtQLdt0o722pV+36TMoRtx2T6v8Gh0Mu3aUr3c8R+zNT6kP75tbdzdmkfO46vXS2/dzt8rv723594rZ+s+tOe//Jc/R6NiV0ttPry5rgcV3DxLM/IZclL3dnYTHP03Z9YwY3x6xhPWPC5vtMWE+814Tjhu15nXhO2Dc59hPPKcO6d2rlPRTVM6r3AeCNL/bhMKL4DPUpy0RhYCuOY8Xfn4Omtd58KOn+jsGkSZPw/vvvW9vbb7+NI0eOoEePHtA0DZqm4cCBA7j99tvRq1cvzzq6desGVVU9l/dJ415RURGi0SiOHz+eskxz5B02bBiAhDHowIEDWLduXdqYJ20pb1PadJNqyaRdRrkvEzJ6MXPmTLz44ot44403cNppp6Ut257ybtu2DUeOHMH5559vjduNGzdiyZIl0DQNup6ceL0j9G9b4H4/aMpGOOlQHkK33XYbXn/9dTz55JPo1asXXnvtNfz4xz9GcXFxyqj6MpL6woUL8b3vfQ9PPfUUSktLUV5ebrn/yUjqf/vb39C7d2/MmzcP48ePx44dO5psbc32K8gNON3rk5cXsaT4A/bgyUnBneV6e021lnEBcMSaEEEfY4k1+45gvxq4kghw6ZXZzO0gJ+IUpJfTeZIsUbcHSfGRHI3Z6koZOJQ5/5ZlbX0rZEPCld06D9gCHjcwnWsPBOsuIvvNLYs75pO17M51DtY5pVtWmNx/ib7T4Tk17RWTwSP2hKN+0xPMKufKmGYhx47PZ449zTpVx9gzg6SmG7uOv8223f2QakY47suMbTonJwcPLFuKX9xchp7IgurhJfQRqhCAgilTpmSkzVRMnz69wXgTADB48GC8+eabrSpLR6ez6n73UlXH0pikoNLM5b0BMCvDo/lCx8SP3KcBTPWO1+IKKA8AXNOS9Y5Vdzw5I6C8wYFEDDx7cgGk0YfWybsyRcpnkjw+VVIAq09c+k3udj+DvGINpXpeOOpPFTTa43lkfw55ySPLej0X7XWm6gtVs+p2yqSnPt7sB0fgZvsAknLaA4vbr5csb3+uM0VcF9UW28hrjNnPU3GOx6QxbB/rNh0vlzJKbyAv1Z8pvQ8AXbt2xXnIw2Ycw+UIenqI/h+q0AW+BrM0tRTS/R2D3Nxcx7LAGTNm4NJLL3WUGT9+PKZOnYof/ehHnnX4/X4MHToU69evR2lpKQCxzGj9+vWYOXMmAGDo0KHw+XxYv349Lr/8cgDArl278Mknn2DEiBHNlhdIGIN2796NN954A127dk1bR1vK25Q23YwYMQLr1693BPNet26d1X7v3r1RVFSE9evXY8iQIQBEIOEtW7bg1ltvbbKMdjjnmDVrFtauXYsNGzagd+/eDR7TnvKOGTMGH374oWPfj370I/Tv3x9z5syBqqpJx7SnvETnpENlGTvnnHMwefJkzJs3z9o3dOhQXHzxxSkDaLVWJPVIJOLIPFFVVYXTTz8dFYcPO6zzKWPNAEkfxu6U7Y5yjDkCjzqqsX00eKb6tQcVTvcCD7vBIBGnJymAcAr5PLOXyPNLZ/Sxl/WSw6PuVP1lryepjoZIYxRyfPw0Q5Ykmex4GL0aqttxnCtLi3XNzHNJl9YegPMD0p3VxhaMWv7fM5i1l4xeH1GpjEH28uY52KmqqkJRYWFGIv7H43EU+LIwEDk4B866wtDxNA7hxddexXe/+90WtUNkjs6k+9MFZXcH8HXHbHPrd6/Awm4dLXa6jEH2jFKybnscIIcByZad0I7LoJB0D9vvUS+95mW0cdWfVN7rd7ehJIWe9dT3zTUINVS3V71u/dyYc0x3nqnKy2WFdgO+3aDnNgqpWiJjmIdByDOrG1MSQaLtSTHSPBsbTJYhy7uCj0tRvcik3gdEjJWCUA4uQBf0RY7jt1rE8QwO4T9bNmP48OEtbov4etCrV6+kLGNjxozB97//fcuYsWrVKlx33XVYtmwZhg8fjgcffBDPPvssPv74YysGy6233oqXX34ZK1asQF5eHmbNmgVATFw0l1gshh/+8IcoLy/Hiy++6Ij3cvLJJ8Pv93cYeRtqc9q0aejevTsWLlxotTNq1Cjce++9mDhxIp555hn87ne/c0zoLFq0CPfee69jQueDDz5o1oSOnR//+Md46qmn8Pzzz6Nfv37W/vz8fMtrvCPJ68Xo0aMdWcY6uryZRmYZ+6nWE4F0E08piHADD8UPUJYxGx3KQ+jCCy/ECy+8gOuvvx7FxcXYsGED/vvf/6ZdU91akdQXLlyIu+66K2W7DQZHtH28J7w1PAxESPEB4KqLA2BMZDRjtjrsZRiXUQRkPa5ZSteLHeeATJEic7+IuvXk2ViWwjvILUcq44S9iP2jwxaIVPyWmK3kTLF9WDFA7pMy2c7NXrfXxxXjBhKRuOX5e884e74Acw9Z5KENnbNtJj9Vf1iO/0xFujdp+aLNYWaVYapTNtmeOMHkxpIy4klDmPf15baxAatvbd5AVj2uj1zz2qVC3j+ZiiFhR9M0PPGPNbji0stwFnIQsK2MLUclToGfjEEdjM6g+xnnnnqfCXXgbQyyyhtWjCCGRFYwDvF8cAd1trcp/k1lTEkYgxwf9hAGBc5EgGsoBjjXErrIMYngYdC1k+o+dkwMeMvvrMPLWO5hJJH7IXSIQy+lMdrb5UllmBeyJmThrt89kbrMFvfPKaf9WO9+SJmR0kN+6xgEEkY9jScmgmzePgCEMUgaBD0mGzjgHJOyDOfimWiriytq4tkLJL8rIM04l9eFG2AwJ7ncDlWuHZkOMh0MBvHok3/DLVOuQx9kQbNdr3dxHD0RImMQ0SB79+7FF198Yf09efJkHD16FPPnz0dFRQWGDBmCV1991WGgeeCBB6AoCi6//HJEIhGMHz8eS5cubZEcBw8exAsvvAAAlheH5I033sDo0aM7jLwNtfnJJ584AqtfeOGFeOqpp/DrX/8av/rVr3DWWWfh73//uyOw8x133IHa2lrMmDEDx48fxze/+U28+uqrLTZWyBhMsv8ky5cvtzz7OpK8jaGzyZspdA4kL5hr3HGEkw7lIRSJRDBjxgw8/vjj0DQNiqLgz3/+M6ZNm5byGL/fj7/97W+4+uqrrX1Lly7FXXfdhcOHD+Ptt9/GyJEjcejQIcf67SuvvBKMMaxatSqlLI2dJbZweU64M2ABrklXVx2pPo4b9OBxFPY2mDQqlb17VtvjePe5Ji1DaCyuj5BUM4rMXErhnm23ZHKft022pP1uue1lG+intB97bo+Zxpyzh8yey+7S9JFDLnsd9uMbmsH3uA6eontc23TjO132OHcdjHNUVVWhsKgoY9Z6zjm6KyEUIoASnAQAqEIMz+JzlP/f+xg8eHCL2yAyR2fQ/YcrKpLGpv0eSKsjbPeZTD9uD2RvD66etOLUsSxLT76nTO9S7jIqJS1Hc+spRXXIA3gv8WnxR7vXs8Imh9tYktLz1MvDMp3HTQrjVspnVgoPziSZvORvxgylQyyXLvVagmh5+hiu11/XUvGkJWDyfO3H2XW/azLGksnWNamWRDqXO3o/09ONo0zrfUAsVSlUQzgDWRiCfADAl4hiLSrw3717HGnhCYIgiM6H9BC6VenRbA+hR4xPyEPIRrt5CHlF09+yZQs2b96MF154AT179sS///1vlJWVobi42DHL2xYEAgEEAoGUvzuW7UgaGJSGcO0AIF6sONK/eFsviaaXEYfqLOP6yE+5LMuULZ03huUJ4vbscBm3rN32GdaGZj/TuNF7GRU8y8n/29pKabxwzeI6ypneWo6+bOgjwpSPw0zPzNOcl6wjndeQV5+yNPU2MK6sscgUx/Wwe0VxW0Yyd52NMQI5UsTL3dz5oeBdSYr+tNfHWMY9hRhjeOHdtzDiguEYiFzkQMM7OI4zkUXGoHams+v+VHAvb0u7k2EjDQf2j2hxnE03exjB5Ye3YTiVqCI9j1Sf570sjVLcdZx1T0vhU9ybqXR2kk5gIq160vPLJU9iR+OfG46fpGdiurrtetarjVT18+Tr1uCzKwWpVJ3dGCSr1M13BgZAUYQOZ5q3braMjA5DY8L7zCuulf14L1mkPEm/MQbGxZh2zGukmbxoKxRFwar1r+DiMWPRDzkIQcUWHMMA5JAxiCAI4muE0UwPIaOVnk/79+/H3Xffjddffx0VFRUoLi7GlClTcOedd1pLPAHggw8+QFlZGd59910UFBRg1qxZuOOOO1pHqEbSbgahSZMmoaSkxPq7e/fuGDNmDNauXYuJEycCEAH33n//fSxevDjlR0FTIqnbZ4kPHz6c5IKZaSx3f4iXLrUJ3hfu/Z4fzEkvv+k/Nqz6Ur1Mp6g3nYwNvoAD4oOgAW8oz1nxFO2k/BhIQarlSXZDitcxzOMYez1uw5OjDeaarfdaatLIPnX85NW9Ka5dQ+PBfrxjVjlFGVEnc8hgH9PMZvDsCAwbNgy9EMK7OI6ByMUB1GP/Z5+2t1gnPF9H3Z/SgOPCus8YUj4PgGSdlUqv2Ntv7PNF3u+NlsEjOK9s04t0dXpOpHiUARrQr25ZGqG3kupvjAGpARmB1P3QFOzPm3T9J8u6/27M9XQsX09TZzod7zzI28PL+tltU2vEtc8U3/nOd1CEIMpRiZ4I4TCieO+Lz9qkbYIgCKJt6Ghp5z/++GMYhoFly5bhzDPPxPbt23HTTTehtrYWixcvBiC8m8aNG4exY8fi0UcfxYcffojrr78eXbp0adcsky3zc24Bubm5OPPMM60tFoshFos51kACgKqqMIzU3hYykrqdVJHUJTKSenOi6duRng2NeYmU8Se8tsbQlLLNqStTHhqNPcd0/dHQeba0D5tyXFNlbMk1TodXQM/WHhPpyjXnHJtyv2SK1/63HXtRhw34EoOQi+7du7dZ24Q3Xyfd70UqL5imjPumlk93L9rvO7sxpDl6s7HtpyvbWF3mlru5eiPdBEK6+tPJlYrmPicagyybrl8aW69XueaO0aZM0LSl/n/pw3ewEzV4C1/hPOQ1mJ2JIAiCIFrChAkTsHz5cowbNw59+vTBpEmT8POf/xxr1qyxyqxcuRLRaBSPPfYYBg4ciKuuugo/+clP8Ic//KEdJe9AQaXz8vIwatQo/OIXv0AoFELPnj2xceNGPP74445OckdS/+lPf4pRo0bh97//vRVJfevWrfjTn/4EQCwdmT17Nu655x6cddZZViT14uJiKz1iY5ChlqqrqzN30gRBAEjcV5kOada7d28MRC52owYbKsk7qCPSWXR/VU1NmxozCeLrTnVNDYDM631AZC48C9k4iHpsqP884/UTBEEQ7Us9jGYFiI6aSZeqqqoc+5sbMiAdlZWVOPnkk62/N23ahG9/+9uOJWTjx4/HokWLcOzYMZx00kkZbb/R8A7E559/zqdPn86Li4t5MBjk/fr147///e+5YRhWmVGjRvHrrrvOcdyzzz7L+/bty/1+Px84cCB/6aWXHL8bhsHnzZvHCwsLeSAQ4GPGjOG7du1qkmyffvoph1gQQxtttLXS9umnnzZbfxCdF9L9tNF24m6k9wmCIIjGUl9fz4uKilr03MnJyUnat2DBgozKuXv3bp6Xl8f/9Kc/Wfu++93v8hkzZjjKffTRRxwA37FjR0bbbwqM8zZa1N3JMQwDhw4dQm5uLlgTZ4lllppPP/20U0Uz76xyA51X9s4qN9Ay2TnnqK6uRnFxcdLSIYJoT0j3dx65gc4re2eVG2i+7KT3CYIgiOYQDocRjUabfTznPOmdLpWH0Ny5c7Fo0aK09e3cuRP9+/e3/j548CBGjRqF0aNH4y9/+Yu1f9y4cejduzeWLVtm7duxYwcGDhyIHTt24Oyzz27uKbWIDrNkrKOjKApOO+20FtWRl5fX6V70gM4rN9B5Ze+scgPNlz0/P78VpCGIlkG6v/PJDXRe2Tur3EDzZCe9TxAEQTSVYDCIYDDYJm3dfvvtmD59etoy9iyWhw4dwkUXXYQLL7zQCmMgSZUQRf7WXpBBiCAIgiAIgiAIgsgYf/3rX7Fq1Sq89tprrdrOq6++irlz56K8vJy8DYmMU1BQgIKCgkaVPXjwIC666CIMHToUy5cvTxqPI0aMwJ133olYLAafzwdAJETp169f+8UPQjtmGSMIgiAIgiAIgiC+XoTDYcybNw8LFixo9bYmTJgAn8+HlStXtnpbBJGKgwcPYvTo0ejRowcWL16Mo0ePoqKiAhUVFVaZa665Bn6/HzfccAM++ugjrFq1Cg899BBuu+22dpScPITahEAggAULFmQ8cnlr01nlBjqv7J1VbqBzy04QrUFnvSc6q9xA55W9s8oNdG7ZCYJoHZ577jnk5eVh5MiRbdLe9OnTsWTJEkydOrVN2iMIN+vWrcOePXuwZ8+epFADMmRzfn4+XnvtNZSVlWHo0KHo1q0b5s+fjxkzZrSHyBYUVJogCIIgCIIgCIJwcPToUQwaNAg/+clP8Ktf/QoA8Pbbb2P06NF45ZVXMGbMGM/jvve97+Hss8/G/fffb+0bPXo0hgwZggcffNDaV1paii5dumDFihUAgF69euHGG2/Ef//7X6xZswZdu3bFww8/jBEjRuDGG2/E+vXr0adPHzz22GMYNmyYVc8nn3yCnj17Ys+ePTjjjDMy3xEE8TWGlowRBEEQBEEQBEEQDgoKCvDYY4/hN7/5DbZu3Yrq6mpMnToVM2fOTGkMAoC33nrLYbBpCg888ABGjhyJ9957DxMnTsTUqVMxbdo0TJkyBeXl5TjjjDMwbdo02H0aevTogcLCQrz55pvNapMgTmTIIEQQBEEQBEEQBEEkcckll+Cmm27Ctddei1tuuQXZ2dlYuHBhyvLHjx9HZWUliouLm93ezTffjLPOOgvz589HVVUVLrjgAlxxxRXo27cv5syZg507dyZlayouLsaBAwea1SZBnMiQQYggCIIgCIIgCILwZPHixYjH41i9ejVWrlyZNmZYfX09ADQ7LfjgwYOt/xcWFgIABg0alLTvyJEjjuNCoRDq6uqa1SZBnMiQQYggCIIgCIIgCILwZO/evTh06BAMw8D+/fvTlu3atSsYYzh27FiD9eq6nrRPpuMGAMZYyn2GYTiO++qrrxqdHpwgiARkEGom06dPB2PMsU2YMKHB4/74xz+iV69eCAaDKCkpwTvvvOP4PRwOo6ysDF27dkVOTg4uv/zyJJfI5hKLxTBnzhwMGjQI2dnZKC4uxrRp03Do0KG0x/3mN79JOtf+/fu3mdxAw/3mZvXq1ejfvz+CwSAGDRqEl19+2fE75xzz58/HqaeeilAohLFjx2L37t0ZkxcAFi5ciAsuuAC5ubk45ZRTUFpail27dqU9ZsWKFUl97Z5haW3ZG3O93XSE/iaItoB0P+n+hiDd33YyEwTR+kSjUUyZMgWTJ0/G3XffjRtvvDHJO8eO3+/HgAEDsGPHjqTf3M+H//3vfxmRMRwOY+/evTjvvPMyUh9BnEiQQagFTJgwAZ9//rm1Pf3002nLr1q1CrfddhsWLFiA8vJynHvuuRg/frxDqf7sZz/DP/7xD6xevRobN27EoUOH8IMf/CAj8tbV1aG8vBzz5s1DeXk51qxZg127dmHSpEkNHjtw4EDHub711luO31tT7sb0m523334bV199NW644Qa89957KC0tRWlpKbZv326Vue+++7BkyRI8+uij2LJlC7KzszF+/HiEw+GMyAwAGzduRFlZGTZv3ox169YhFoth3LhxqK2tTXtcXl6eo6/d66HbQvaGrredjtLfBNFWkO5PQLo/GdL9pPsJ4uvEnXfeicrKSixZsgRz5sxB3759cf3116c9Zvz48Z764/nnn8eaNWuwd+9e/Pa3v8WOHTtw4MABHDx4sEUybt68GYFAACNGjGhRPQRxQsKJZnHdddfxyy67rEnHDB8+nJeVlVl/67rOi4uL+cKFCznnnB8/fpz7fD6+evVqq8zOnTs5AL5p06aMyO3mnXfe4QD4gQMHUpZZsGABP/fcc1P+3tpyN9Rvbq688ko+ceJEx76SkhJ+8803c845NwyDFxUV8fvvv99xDoFAgD/99NMtljcVR44c4QD4xo0bU5ZZvnw5z8/PT/l7W8je0PV201H7myBaA9L9CUj3Nw7S/aT7CaKz8sYbb3BN0/ibb75p7du3bx/Py8vjS5cuTXncRx99xEOhED9+/Li1b9SoUfyHP/whLykp4X6/n48bN44vXbqUZ2VlWXq9Z8+e/IEHHnDUBYCvXbvW0T4A/t5771n7ZsyYYekegiCaBnkItYANGzbglFNOQb9+/XDrrbfiyy+/TFk2Go1i27ZtGDt2rLVPURSMHTsWmzZtAgBs27YNsVjMUaZ///7o0aOHVSbTVFZWgjGGLl26pC23e/duFBcXo0+fPrj22mvxySefWL+1ptyN6Tc3mzZtcpQHxEyFLL9v3z5UVFQ4yuTn56OkpKTV+hkQfQ0AJ598ctpyNTU16NmzJ04//XRcdtll+Oijj6zf2kr2dNfbTUftb4JoLUj3o9XlJt1Pup8giPZn9OjRiMVi+OY3v2nt69WrFyorK3HrrbemPG7AgAGYOHEili5d6tjfvXt3bN68GZFIBP/85z9x6623ora2FnPnzgUA7N+/H7Nnz3YcwzlHaWmpo33OOYYMGQIA+OKLL/Dcc89hzpw5LTtZgjhBIYNQM5kwYQIef/xxrF+/HosWLcLGjRtx8cUXewZHA4Sy0nXdiowvKSwsREVFBQCgoqICfr8/6QXdXiaThMNhzJkzB1dffTXy8vJSlispKcGKFSvw6quv4pFHHsG+ffvwrW99C9XV1a0ud2P6zU1FRUWD/Sz3ZVreVBiGgdmzZ2PkyJE455xzUpbr168fHnvsMTz//PN48sknYRgGLrzwQnz22WdtJntD19tNR+xvgmgtSPeT7m8KpPtJ9xPEicr999+PnJycVm9n//79WLp0KXr37t3qbRHE1xGtvQXoDKxcuRI333yz9fcrr7yCq666yvp70KBBGDx4MM444wxs2LABY8aMaQ8xk/CS+1vf+hYAEWT0yiuvBOccjzzySNp6Lr74Yuv/gwcPRklJCXr27Ilnn30WN9xwQ+sI/zWjrKwM27dvTxuPAQBGjBjhWP984YUX4uyzz8ayZctw9913t7aYAOh6E4SEdD/pgpZCup8giBOVXr16YdasWa3ezrBhwzBs2LBWb4cgvq6QQagRTJo0CSUlJdbf3bt3TyrTp08fdOvWDXv27PH8KOjWrRtUVU2Krn/48GEUFRUBAIqKihCNRnH8+HHHjKu9TCbklh8EBw4cwOuvv552htiLLl26oG/fvtizZ0+ryG2nMf3mpqioqMF+lvtOPfVURxnpfppJZs6ciRdffBH//ve/cdpppzXpWJ/Ph/POO8/R10DbyQ4kX283Ha2/CSJTkO53Qrq/aZDuJ91PEESCDRs2tLcIBEF4QEvGGkFubi7OPPNMawuFQkllPvvsM3z55ZeOlx47fr8fQ4cOxfr16619hmFg/fr11qzg0KFD4fP5HGV27dqFTz75pFlR873klh8Eu3fvxr/+9S907dq1yfXW1NRg79691rlmWm47jek3NyNGjHCUB4B169ZZ5Xv37o2ioiJHmaqqKmzZsiWj2Qk455g5cybWrl2L119/vVmurLqu48MPP7T6uq1kt+O+3m46Sn8TRKYh3e+EdH/jIN1Pup8gCIIgOg3tGdG6s1JdXc1//vOf802bNvF9+/bxf/3rX/z888/nZ511Fg+Hw1a573znO/zhhx+2/n7mmWd4IBDgK1as4Dt27OAzZszgXbp04RUVFVaZW265hffo0YO//vrrfOvWrXzEiBF8xIgRGZE7Go3ySZMm8dNOO42///77/PPPP7e2SCSSUu7bb7+db9iwge/bt4//5z//4WPHjuXdunXjR44caRO5G+q3qVOn8rlz51rl//Of/3BN0/jixYv5zp07+YIFC7jP5+MffvihVebee+/lXbp04c8//zz/4IMP+GWXXcZ79+7N6+vrMyIz55zfeuutPD8/n2/YsMHR13V1dVYZt+x33XUX/+c//8n37t3Lt23bxq+66ioeDAb5Rx991GayN3S9O2p/E0RrQ7qfdH9jIN1Pup8gCIIgOgtkEGoGdXV1fNy4cbygoID7fD7es2dPftNNNzle7jkXqRMXLFjg2Pfwww/zHj16cL/fz4cPH843b97s+L2+vp7/+Mc/5ieddBLPysri3//+9/nnn3+eEbllmkav7Y033kgp9+TJk/mpp57K/X4/7969O588eTLfs2dPm8nNefp+GzVqFL/uuusc5Z999lnet29f7vf7+cCBA/lLL73k+N0wDD5v3jxeWFjIA4EAHzNmDN+1a1fG5OWcp+zr5cuXp5R99uzZ1nkWFhbySy65hJeXl7ep7A1d747a3wTR2pDuJ93fGEj3t53MBEEQBEG0DMY5523nj0QQBEEQBEEQBEEQBEG0NxRDiCAIgiAIgiAIgiAI4gSDDEIEQRAEQRAEQRAEQRAnGGQQIgiCIAiCIAiCIAiCOMEggxBBEARBEARBEARBEMQJBhmECIIgCIIgCIIgCIIgTjDIIEQQBEEQBEEQBEEQBHGCQQYhgiAIgiAIgiAIgiCIEwwyCBEEQRAEQRAEQRAEQZxgkEGI6LT89a9/xbhx41q9nVdffRVDhgyBYRit3hZBEASRHtL9BEEQBEEQmYEMQkSnJBwOY968eViwYEGrtzVhwgT4fD6sXLmy1dsiCIIgUkO6nyAIgiAIInOQQYjolDz33HPIy8vDyJEj26S96dOnY8mSJW3SFkEQBOEN6X6CIAiCIIjMQQYhol05evQoioqK8Lvf/c7a9/bbb8Pv92P9+vUpj3vmmWdw6aWXOvaNHj0as2fPduwrLS3F9OnTrb979eqFe+65B9OmTUNOTg569uyJF154AUePHsVll12GnJwcDB48GFu3bnXUc+mll2Lr1q3Yu3dv80+WIAiCAAA8/vjj6Nq1KyKRiGN/aWkppk6dmvI40v0EQRAEQRCZgwxCRLtSUFCAxx57DL/5zW+wdetWVFdXY+rUqZg5cybGjBmT8ri33noLw4YNa1abDzzwAEaOHIn33nsPEydOxNSpUzFt2jRMmTIF5eXlOOOMMzBt2jRwzq1jevTogcLCQrz55pvNapMgCIJIcMUVV0DXdbzwwgvWviNHjuCll17C9ddfn/I40v0EQRAEQRCZgwxCRLtzySWX4KabbsK1116LW265BdnZ2Vi4cGHK8sePH0dlZSWKi4ub3d7NN9+Ms846C/Pnz0dVVRUuuOACXHHFFejbty/mzJmDnTt34vDhw47jiouLceDAgWa1SRAEQSQIhUK45pprsHz5cmvfk08+iR49emD06NGex5DuJwiCIAiCyCxkECI6BIsXL0Y8Hsfq1auxcuVKBAKBlGXr6+sBAMFgsFltDR482Pp/YWEhAGDQoEFJ+44cOeI4LhQKoa6urlltEgRBEE5uuukmvPbaazh48CAAYMWKFZg+fToYY57lSfcTBEEQBEFkFjIIER2CvXv34tChQzAMA/v3709btmvXrmCM4dixYw3Wq+t60j6fz2f9X354eO1zpxr+6quvUFBQ0GCbBEEQRMOcd955OPfcc/H4449j27Zt+Oijjxxxf9yQ7icIgiAIgsgsZBAi2p1oNIopU6Zg8uTJuPvuu3HjjTcmzdDa8fv9GDBgAHbs2JH0m9vV/3//+19GZAyHw9i7dy/OO++8jNRHEARBADfeeCNWrFiB5cuXY+zYsTj99NNTliXdTxAEQRAEkVnIIES0O3feeScqKyuxZMkSzJkzB3379k0bVBQAxo8fj7feeitp//PPP481a9Zg7969+O1vf4sdO3bgwIED1pKE5rJ582YEAgGMGDGiRfUQBEEQCa655hp89tln+POf/9yg3gdI9xMEQRAEQWQSMggR7cqGDRvw4IMP4oknnkBeXh4URcETTzyBN998E4888kjK42644Qa8/PLLqKysdOyfOHEi7rvvPgwYMAD//ve/sXTpUrzzzjt44oknWiTn008/jWuvvRZZWVktqocgCIJIkJ+fj8svvxw5OTkoLS1tsDzpfoIgCIIgiMzBuD2/KkF0Iq644gqcf/75+OUvfwkAGD16NIYMGYIHH3wwo+188cUX6NevH7Zu3YrevXtntG6CIIgTnTFjxmDgwIFYsmRJo8qT7icIgiAIgsgM5CFEdFruv/9+5OTktHo7+/fvx9KlS+mDgCAIIoMcO3YMa9euxYYNG1BWVtbo40j3EwRBEARBZAatvQUgiObSq1cvzJo1q9XbGTZsGIYNG9bq7RAEQZxInHfeeTh27BgWLVqEfv36Nfo40v0EQRAEQRCZgZaMEQRBEARBEARBEARBnGDQkjGCIAiCIAiCIAiCIIgTDDIIEQRBEARBEARBEARBnGCQQYggCIIgCIIgCIIgCOIEgwxCBEEQBEEQBEEQBEEQJxhkECIIgiAIgiAIgiAIgjjBIIMQQRAEQRAEQRAEQRDECQYZhAiCIAiCIAiCIAiCIE4wyCBEEARBEARBEARBEARxgvH/AXL5FgFuOjgoAAAAAElFTkSuQmCC", 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", "text/plain": [ "
" ] @@ -1027,9 +823,9 @@ ], "source": [ "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 4))\n", - "sim_data.plot_field(\"xz\", \"Ex\", val=\"real\", f=f0, y=0, ax=ax1, vmin=-20, vmax=20)\n", - "sim_data.plot_field(\"yz\", \"Ex\", val=\"real\", f=f0, x=0, ax=ax2, vmin=-20, vmax=20)\n", - "sim_data.plot_field(\"focal_plane\", \"Ex\", val=\"real\", f=f0, z=focal_z, ax=ax3, vmin=-20, vmax=20)\n", + "sim_data.plot_field(\"xz\", \"Ex\", val=\"real\", f=f0, y=0, ax=ax1, vmin=-15, vmax=15)\n", + "sim_data.plot_field(\"yz\", \"Ex\", val=\"real\", f=f0, x=0, ax=ax2, vmin=-15, vmax=15)\n", + "sim_data.plot_field(\"focal_plane\", \"Ex\", val=\"real\", f=f0, z=focal_z, ax=ax3, vmin=-15, vmax=15)\n", "ax1.set_title(\"x-z plane\")\n", "ax2.set_title(\"y-z plane\")\n", "ax3.set_title(\"x-y (focal) plane\")\n", @@ -1040,18 +836,12 @@ "cell_type": "code", "execution_count": 15, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:49:00.243027Z", - "iopub.status.busy": "2025-05-15T10:49:00.242913Z", - "iopub.status.idle": "2025-05-15T10:49:02.316977Z", - "shell.execute_reply": "2025-05-15T10:49:02.316486Z" - }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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oIADAhg0b8K1vfQv33nsvWltbMWHCBNx8880YOHBgF/bakzweHh4eHh4eHh4eHh4eHh4eGh588EGEYYjhw4eDUoo5c+bg+9//Pp577jnsuuuumDRpEh566CHMnj0b/fv3x5QpUxAEAf70pz91ab89yePh4eHh4eHh4eHh4eHh4eGRga222grf//73ccQRR2CbbbbBvHnzcMQRRwAAXnrpJeyyyy5YsmQJPvOZz3RZH33g5ZyIoghvvfUW+vbtC0JIV3fHw2OTAqUU//3vfzFkyBAEQX1DhT355JN44k934YLzb6lrvR49A972e3h0DDrS7gPAI488ghf/9iucdebMutft4eHh4dF12LBhAzZu3Fi6PKU0MadraWlBS0tLarlarYb58+dj3bp1GD16NJYuXYq2tjaMHz9eXDNixAhsv/32nuTpLnjrrbcwdOjQru6Gh8cmjTfffBPbbbdd3eqLoghnnPF1vPDC69j7f47xmX88CsPbfg+PjkW97T4AbNy4EaecchyWL1+Jz+57AvbYY4+61u/h4eHh0TXYsGEDhg3bFitXvlu6jj59+uCDDz7Qzl122WW4/PLLrde/8MILGD16NDZs2IA+ffrggQcewCc+8QksW7YMzc3N2GKLLbTrBw4ciJUrV5buXz3QUNm1arUaLr30UgwbNgy9e/fGjjvuiKuuugpZHmWPPfYY9thjD7S0tGCnnXbC7NmzE9fcdNNN2GGHHdCrVy/svffe+POf/1yob3379o3/FwAI/eEPf9T1YKZI/s7qg3vvvRdr1qzDxd/+OqZdPDnTlnh0Dbzt94c/euLRMXYfAG6//UL06tWMs84+HN/+9jfrXr+Hh4eHR9dg48aNWLnyXSx/4168+3+/Lnwsf+NefPDBB3jzzTexZs0acUybNs3Z5sc//nEsW7YMTz/9NCZNmoQTTjgBf//73zvxroujoZQ81157LW655RbMmTMHu+66K/7yl7/gpJNOQv/+/XHWWWdZy7zxxhs4+OCDccYZZ2Du3LlYvHgxTjnlFAwePBgTJkwAANx3332YOnUqbr31Vuy999644YYbMGHCBLz88ssYMGBArr5JSReJDw8Pj3qjnu4wbW1tmD79fEyffgIOP2Isbr/tQTz00EM45JBD6taGR33gbb+HR89Fvd0gP/zwQ3znO3fhRz86C/uN+SSG7/Q1/PGPf8R+++1X13Y8PDw8PLoO/fr0Qr8+vYsXjCJWvl8/9OvXL1eR5uZm7LTTTgCAPffcE8888wxmzpyJo48+Ghs3bsT777+vqXlWrVqFQYMGFe9bHdFQgZcPOeQQDBw4EHfccYc4d/jhh6N37964++67rWUuvPBCPPTQQ3jxxRfFuWOOOQbvv/8+Fi5cCADYe++9sddee+HGG28EwFw4hg4dijPPPBMXXXRRrr6tXbsW/fv3B9t9sk9ICD9PCFSRFD9PoT7qKFe7ptiKKG1n15fsA3sRJN4HAEKSwi5K8/Yz73UAzDot7TYsbM8jd//zXWf7HADzs1D+H58v+33Qy6WVtyHtnuI6YhNjb0f2AqhhzZo1uQ1uFm65ZSp+9KNfYtlff4ZKJcTMmb/AnNn/i+eee7VD4j94lMcmY/uB2P53Fdzjhc3uu2wNYLP9BWx8nr5Z2w7jv7UcfSrTnzx9cKPUM+FlrG3l708x+1+gf4l+FHmuvJxRRplWdrbdB4DvXns6fvmLx7HkqVtACMGVV87B4sVL8cc//NXH1fLw8PDo5uDzsndX3Y9+/TYvUX4dthr4lXaNPZ/73Oew/fbbY+bMmdhmm21wzz334PDDDwcAvPzyyxgxYoSPyaNin332wW233YZXXnkFO++8M/7617/iiSeewA9/+ENnmSVLlmjBjgBgwoQJOOeccwAwSdfSpUs1CVYQBBg/fjyWLFnirLe1tRWtra3i9dq1a53XSnInZP8nAYAgnrCFynUAUFMma1GuCaCc+IXaa1kPr9OsT/aBkABEvJb18vN6OxIukocakzrbdW6CiJ93T2jzER31Qbm21Pfs5c16E69zllP7wp87pZH4zCmNQMFfG98vo4/qd5KQAJRGyjKwlr6ISnxXg8R3U6+HfR8poQAiEJo14a8f1q9fj6uvvgvXXz8FlQrr2+mnfxk3XD8f9913H7761a92Sj888qH7237+KwqUMYC9lshju/KQDq567ONFQCrx+Yqw+azvgWZruD3gsNkc9a/el2xbro9BMMae0Fme0lqiH7rNc9tqtS1+z6LtxDl7H9LaV9u298E8Z/TH0i/1r61+ft92+w9wgsw+Duj9yEbad9asg5P60uYD6FS7DwBr1qzB9669B/PumS4InXPPPRI33/QAFi5ciIMOOqjT+uLh0YiIogijRo3CV7/6VXz7298W55955hmcffbZ+Otf/4oPP/wQzz33HHbfffdO79/y5csxbNgwzJo1CyeeeCIA4KKLLsKjjz6Kp59+uq5tPfbYY9h///3x6KOPYty4cXWt22PTwbRp03DQQQdh++23x3//+1/MmzcPjz32GB5++GH0798fJ598MqZOnYqtttoK/fr1w5lnnonRo0d3KcEDNBjJc9FFF2Ht2rUYMWIEwjBErVbDd77zHRx77LHOMitXrsTAgQO1cwMHDsTatWuxfv16vPfee6jVatZrXnrpJWe9M2bMwBVXXJG/89bdIRspE4IQZQKWsbunTthtpEFiYmmpT584BlZyx0V0mOd5e7yseM3vUZkUWvtn3F9aW3mvKUr85N29tU20JYoRVMT6mebvkyRk4mdKeL/irx4FQORr2zNRCT+zXfW7KV8bu7RaH9OIR/4dV8p2Mn5841QMGrQlDvuKlOf36tWMSy89HtOnn48jjjgCTU1NXdI3jyS6te0XCHTlTMJGBMgiaFS47Y9NPZEkeMzfuWr3bSRHok2ikxqEBAlyP68dVMkdSTqxPgYWNYt6v5FiWyitCdtHwPpDETnHGpPQ0l/rtsvsh6ykgkgQKzXWFokSzyW5+WJ/PnkIJ9v1vE1u61lbpv1n9ldXQhUfb+U9uL6zrnkLnx8Q0MTrziF6vvf9MzHqkzti/Pg9xbm+fTfDhRd9DRdffBYmTHjZKzk9ejTuuecevPnmm5gyZYo419bWhiOPPBK9evXC9ddfj8022wwf/ehHu7CXOs455xzccMMN+PWvf40vf/nLXd0dj0YBpZpytFC5Ali9ejWOP/54vP322+jfvz9GjRqFhx9+GF/4whcAANdffz2CIMDhhx+O1tZWTJgwATfffHPxftUZDTXS/fznP8fcuXMxb948PPvss5gzZw5+8IMfYM6cOZ3el2nTpmnBmN58880CpfXdSo7kpCrv49d3GAmS6puisnO1T4nJuFJ/5vWO8q7389SpvZfSF7N8Wjt5rinbR/M67bXleeSpV/0cbEqrrGeS2c+MzzlXHSXIqs7A2rVrce135+HKq05JTOaPP+FABEGAO+7I56rj0TnYdGx/FooTzPy1ffzgB4Ob6HDbV3ZNKI60/phkia2PtjEhUY9B8Jjl1Nf8H3sdJhVIDiWqU7FkEDx6/fZDbd+8X9s9pj0jV5/1OuyfRxH72h5brJftepueF6tXr8bMG+bj6qtPgemWdcYZh+Kdd97HL37xiy7qnYdHY+D73/8+jjnmmNgNmeG1117Dv/71L5x33nk47bTTcNxxx2HLLbfswl7qGDRoEA499FD84Ac/6OqueDQSIsri6xQ+ipE8d9xxB5YvX47W1lasXr0av//97wXBAwC9evXCTTfdhHfffRfr1q3D/fff3+XxeIAGU/Kcf/75uOiii3DMMccAAHbbbTf861//wowZM3DCCSdYywwaNAirVq3Szq1atQr9+vVD7969EYYhwjC0XpP2AbS0tKClpaWddwSx02fCrXIB2O6XWqYGk+jRwXfu7Lturj6kIbljq9fX0TDJB6EcKtmvrGdgIztsbaV/bp2HtOeQRDFyqz1xLxrh2Xz/B2di15E7YMKEvRLvVSohrrjiJJx33s044YSr0bt3iYBtHnXHpmj77eis30ctVnnECkAC1Huxnov0tqlVHMSFS6Wp2lz2/5ry//LP0ySZzP7w9jkCBIg4b0Dz2eAyGwNpyHe/prtW+9osA6ba6fyx4Dvf+Sb2338PjB69a+K93r1bcOmlJ+DSS8/DV77yFVQqDTX99fDoFDz33HP461//iuuuu047v3r1agBIpIFuJBx11FE48sgj8frrr+NjH/tYV3fHoxHASZsy5XoAGmqL5sMPP0zsvIdhiCjlwxg9ejQWL16snVu0aBFGjx4NgEXD3nPPPbVroijC4sWLxTX1R1SHxW56rIEyEHFS6oz2TrS11xnqkvYqWIrU2V6lSx7kiXmUl9DJik8BFJ3c53ctaRS88847uOF6+04ux+FHjMU222yBG2/6Vif3zsOFTcf2q+i8+GEdgY60taabllPJSZLXm2qaMu272nKqgTJUoll1dyQ6nljvHpPhFStW4LbbHsSVV33Dec0JJx6IKIowa5Y7Ta6HR0di/fr1GDFiBEaMGIH169eL8++++y4GDx6MffbZB7WaPfA8AIwdOxaf/OQnre99/OMfF5klXViwYAGam5sxZswYce7EE0/E2LFjAQBHHnkkCCFafJpHHnkE++23HzbffHNsscUWOPTQQ/GPf/wjUfe///1vnHzyyRgyZAhaWlowbNgwTJo0CRs3bhT3eN5552G33XZDnz590K9fPxx00EH461//mtpnDh6D71e/+lXmtTvssAMOOeQQ/O53v8Puu++OXr164ROf+ATuv//+zLJ//OMfceSRR2L77bdHS0sLhg4dinPPPVf7vAD23Pr06YN///vfmDhxIvr06YNtttkG5513XuIzjKIIN9xwA3bddVf06tULAwcOxOmnn4733nsv1717OFBKxVOSGOqGaKjV2pe+9CV85zvfwUMPPYTly5fjgQcewA9/+EMcdthh4ppp06bh+OOPF6/POOMMvP7667jgggvw0ksv4eabb8bPf/5znHvuueKaqVOn4vbbb8ecOXPwj3/8A5MmTcK6detw0kknder91QMdTjog6nIVTxbq+Qzy1NVVk/dycE8O0tVgJrr+cy6Da2ZMxpgxn8S+++7mvCYIAlx19Sm49rtzU4PqenQeNhXbXz7uSP7fWyO4ROZBLtuquTyFiYNfU6Zuc6wyXcVsfTD7oZfLQfjUYTxJC0LtAi2wsVSf70+eINOdiyuumITDDtsPo0bt6LymqamCK674Bq666k5s2LChE3vn4cHQu3dvzJkzB//85z+1oMeTJ0/GmjVrMHv2bISh2wZ8/etfx/PPP69llQRY0ORXXnkFxx13XGr7Tz75JEaOHKnFJDz99NNx8cUXAwDOOuss3HXXXaJvv//97zFhwgSsXr0al19+OaZOnYonn3wS++67L5YvXy7qeOutt/A///M/uPfee3H00UfjRz/6Eb7+9a/j8ccfx4cffggAeP3117FgwQIccsgh+OEPf4jzzz8fL7zwAsaOHYu33nor89n1798fO+64I/70pz9lXgsAr776Ko4++mgcdNBBmDFjBiqVCo488kgsWrQotdz8+fPx4YcfYtKkSfjxj3+MCRMm4Mc//rE2/+Co1WqYMGECtt56a/zgBz/A2LFjcd111+G2227Trjv99NNx/vnnY99998XMmTNx0kknYe7cuZgwYQLa2tpy3Y+HBZ7kSUVD6VV//OMf49JLL8U3v/lNrF69GkOGDMHpp5+O6dOni2vefvttrFixQrweNmwYHnroIZx77rmYOXMmtttuO/z0pz/V2Oyjjz4a77zzDqZPn46VK1di9913x8KFCxMBObsGdhereoHJ3dMnjWXcuToCnU2mlG2vUVy2ONRML52FRvi+mHjzzTfxk1t/jT8+cWPmtQce+D8YsctH8YPrzsKVV8wu1M4tt9yCW265RUxwdt11V0yfPl1kbdmwYQO+9a1v4d5779UCsDWGvWlMbBq233Sz7Ro0ij3n6Ky+FLXJPM6OCpKIfxeCKsR5gAAR4jFVC3aslsl2LQYa04Z2FDo66PLLL7+MuXMX4a/Pz8q89sijxuHaa+fi5lvOw9Rzs8cKFd72e9QDe++9Ny644AJce+21OOyww7Bq1Srce++9uOGGG7Dzzjunlj3yyCNx5pln4u6778Z3v/tdcf7uu+/G5ptvjq985Sup5V966SXsvffe2rnRo0ejtbUV11xzDfbbbz8cccQR4r3zzz8fW221FZYsWYKtttoKADBx4kR86lOfwmWXXSbi5k2bNg0rV67E008/jU9/+tOi/JVXXgkaB7ndbbfd8Morr2iq3a9//esYMWIE7rjjDlx66aWpfQeAj33sY/j73/+eeR0AvPLKK/jlL38pnsnJJ5+MESNG4MILL9TiqZi49tprNVf+0047DTvttBMuvvhirFixAttvv714b8OGDTj66KNF38844wzsscceuOOOOzBp0iQAwBNPPIGf/vSnmDt3Lr72ta+Jsvvvvz8OPPBAzJ8/Xzvv4VEvEErLhKXueVi7dm0cpCwEoLuBsJS5BHr63ACEMKbc7uPvSnVtIpkGXUUydbYt4wrrRyBS6Fa012Yf0+B0LzLO50mx3t5AwnnacLVXpk3NhSojZa+rjfYGKzbTB7Ojmvk9UL9DZr/0VMR8RyHdVUv22ZZdC7IftCrjM1CaMtmnAGpYs2YN+vXrl+tZmDj11EOwdu2HmHfP9OyLAfzxj8/jy1+ahtdf/xc+8pGP5G7nwQcfRBiGGD58OCilmDNnDr7//e/jueeew6677opJkybhoYcewuzZs9G/f39MmTIFQRDk3n3yaCxk2n4gtv9Aegp1IG9K6iybkM/WyRTq3O7zMUQEB7a4QPGYN4BpG8oRyfxeeFatIGjSAh0DsKp2ZMpwGWOG0gg1WgWlNd0GOpQstvtVgz6n9UFLJx/bM0ojLdOWns683HNJBmPWiSY1hbt6v1FURTKFetF4PGpbyueeKy6b47tNIz0mTwfbfQA46qj9scUWfXDLrflccH/zmyU49ZTv4bXXVqBv37652/G236Ne2LhxIz796U/jgw8+wAcffIBPfOITePTRR51u5iqOOeYYLFmyBMuXLwchBLVaDdtuuy3Gjx+Pu+++O7XsZptthmOPPRa33367dp6nEp8/f74ged5++20MGTJEEFIqDjzwQCxduhTvvPMOoijClltuif333x8LFizIdf+1Wg3vv/8+KKX4/Oc/j4997GN44IEHANhTqKv3/sgjj4gYQi7ssMMOaGtrw//7f/9Pe6YXXXQRrr32Wrz99tsYNGhQZgr1devWYf369fj73/+OsWPHYsGCBTj00EMBMHetOXPmYPXq1dhmm21EmbPPPht33XUX3n33XfF6zpw5ePXVVxOf77Bhw3DMMcckPg+PdPB52btv3I1+fTcrXv6/H2KrYce1e+xpdPScraTuhHapRNSPVC64teppNlnRXuTJiJX2nuso0kaR/uVpMysNelYbjQJ3v9JcvVLqa4Ad6VdeeQV33fU7XH5Ffjec/fYbhX333Q3XzJhcqK0vfelL+OIXv4jhw4dj5513xne+8x306dMHTz31FNasWYM77rgDP/zhD/G5z30Oe+65J2bNmoUnn3wSTz31VNHb8tikUD9bm48EStr9PPa+PRmd3HXaCQzATvDw14yYqX9/zIDLtj4kXMmIzLSVuId29qmzxgo3wdN98eyzz+I3v1mCSy5NulK4cPDBn8FOw7fFD68/u1Bb3vZ71AvNzc342c9+hjfeeAP//e9/MWvWLI0AWL9+PVauXKkdHMcffzxWrFiBP/7xjwCYS9WqVavw9a9/PVfbeff2//WvfwFgsX5M7LLLLvjPf/6DdevW4Z133sHatWsxcuTI1PqiKML111+P4cOHo6WlBR/5yEewzTbb4Pnnn8eaNWty9z0PEQYAO+20U+JarpRSXc1MrFixAieeeCK22morEWeHxywy+9mrVy+N4AGALbfcUou18+qrr2LNmjUYMGAAttlmG+344IMPMgkrDzcIjUofPQEN5a7Vc2Fx2aKRshucB2GyjjqjMwihrMlyR7hKFWmTIHDK8MtO9PO6V2Tfd61Oz0buyBb7DnYdpk+fhOOOOwA77zy0ULmrrj4ZY/Y7E5O/+VpioM6TZalWq2H+/PlYt24dRo8ejaVLl6KtrU0ECASAESNGYPvtt8eSJUvwmc98plD/PDxcaou8oIjqQiKUsb02u6alK3eoCzm4rWVuU7GdrJP9NwkcWx94m674Pmb2r6JtdwQayZW4M/Dtb38TZ0w6FNtuu032xTEIIbj66lNw2MRLcOopV6NPnz7a+972e3QGHn74YQDM5efVV1/FsGHDxHv33XdfInYcJ2cmTJiAgQMH4u6778aYMWNw9913Y9CgQdp3z4Wtt966y4L9XnPNNbj00kvxjW98A1dddRW22morBEGAc845JzXJgor33nuvkPK6KGq1Gr7whS/g3XffxYUXXogRI0Zg8803x7///W+ceOKJiX6mxU/iiKIIAwYMwNy5c63vm3NPjwLw2bVS4UmeTkYyHayF3KlD3TZQRAAtN8Fs78TRvG9x3pLC1vZa7UNe0sXZl5xtqvfsmuh35YTanS0t6bJXeNeW5iF63HV25nNZv3497rvvEbz0crpM2YZPfWo49ttvFCZNmpQIxnfZZZfh8ssvt5Z74YUXMHr0aGzYsAF9+vTBAw88gE984hNYtmwZmpubE2lIBw4cqO3EefQU8Dg9ZX8P7t9YEfvTkXF67O7IyffNgMfaNQ63MYJAxL3Rx5AwkcY8z/NIBF1Wnq/ZB9E+e1PE4GFvJsefMi529fhMTFctF7JVPGFmHTq6PgbVqlWrsHDh05g1+6LCZceO3R27fOKjOOOMM/Dggw9q73nb79HReP7553HllVfipJNOwrJly3DKKafghRdeiF2DGZHjChAchiG+9rWvYfbs2bj22muxYMECnHrqqbkIhxEjRuCNN97I1cePfvSjAFjMKxMvvfQSPvKRj2DzzTdH79690a9fv0QwaBO/+MUvsP/+++OOO+7Qzr///vu5iZs33njDmV3MxD//+c+E8ueVV14BwNy5bHjhhRfwyiuvYM6cOVqg5axgzWnYcccd8fvf/x777ruvFuvHow6IKDvKlOsB6B7b9N0W5dxfdGRMWi3BI/OinsF6c7kvWVyuitTVnglxHrWO7VyZcl2B+qVNT0Nj3KsJvrOy9dbl/Gq33rofxowZgzVr1mjHtGnuNLsf//jHsWzZMjz99NOYNGkSTjjhhNzBAD087Mhjj7Mm8Z1HrlpdaA13p9Ty3EXKEYvGlSrd5i7VHrhiE5XJcpXZTs4xsHHQ2LudPE1xadu/VT8ccMAB3vZ7dCra2tpw4oknYsiQIZg5cyZmz56NVatWaZkhBw8ejPHjx2uHiq9//et47733cPrpp+ODDz7IzKrFMXr0aLz44otobW3NvHbw4MHYfffdMWfOHLz//vvi/Isvvojf/e53+OIXvwiAZSydOHEiHnzwQfzlL39J1MMVSGEYJlzF5s+fj3//+9+5+r5mzRq89tpr2GeffXJd/9Zbb4k4PwCL43LnnXdi9913x6BBg6xlOFGm9pNSipkzZ+Zq04ajjjoKtVoNV111VeK9arWqPVuPgvDZtVLhlTz1AqVyly8XzF2z9uz2piFiXSO8jY6DuZOapbKxKWpscXdsu7X1VNbkddcSfy19SpQpGLehPTvteck6dTHTHuTvZycb0bKGmwKVSqVQ8LXm5mbstNNOAIA999wTzzzzDGbOnImjjz4aGzduxPvvv6/t6K5atco5qfDovqCgMviyE47vZGl3SDl22G0eU1gwmwLU0+6XJelNl9xE0GESJsgbNYsVczkLhaqnvbATVJY+COUO4rbZcw8QIFJe1wvtJZbyPZuOiMXTxRPm0hN26m2/R6fj6quvxrJly7B48WL07dsXo0aNwvTp03HJJZfgiCOOEORJGj71qU9h5MiRmD9/PnbZZRfsscceudo+9NBDcdVVV+Hxxx/HAQcckHn997//fRx00EEYPXo0Tj75ZKxfvx4//vGP0b9/f03tds011+B3v/sdxo4di9NOOw277LIL3n77bcyfPx9PPPEEtthiCxxyyCFCvbTPPvvghRdewNy5c/Gxj30sV99///vfg1IqAh9nYeedd8bJJ5+MZ555BgMHDsTPfvYzrFq1CrNmubPwjRgxAjvuuCPOO+88/Pvf/0a/fv3wy1/+sl0ubmPHjsXpp5+OGTNmYNmyZTjggAPQ1NSEV199FfPnz8fMmTO1jGYeHvVCd9pS2iSROmnuRJeXVDevDuhHGglCEIjD+tqRlaRIu7Y6XEd721TLdSR6WiyGBEqz+e2XbUZRhNbWVuy5555oamrC4sWLxXsvv/wyVqxYgdGjR7e7HY9ugqzfouoO2SFofFvASWeVXFHVLvwfIaHT3hZRxvA6VCInrQ/mtawOw90r7lua+rQjbH8jxQDS0FVjUFnbXwfFvrf9HkXw7LPP4pprrsGUKVOw//77i/MXXXQR9tprL5x66qm5lR3cnShvwGWAEZOjRo3Cz3/+81zXjx8/HgsXLsTWW2+N6dOn4wc/+AE+85nP4E9/+pMWQ2jbbbfF008/jSOOOAJz587FWWedhTvvvBPjxo3DZpux7EcXX3wxvvWtb+Hhhx/G2WefjWeffRYPPfQQhg7NF0tx/vz5+OxnP4sdd9wx1/XDhw/Hfffdh9/+9re46KKL0NbWhvvuuw8TJkxwlmlqasKDDz6I3XffHTNmzMAVV1yB4cOH484778zVpgu33norbrvtNqxevRoXX3wxpk2bhkceeQTHHXcc9t1333bV3aPhlTyp8CnUcyJfGt3QSKEeAEjGIVDTTOuvo+QkifCU5/YU6kDSJz8thTZLp1uRk2kkd1UT9RecuOmpZ+1ls8gTVxpZtU41W4x6LtGWIwZQvdp03Zut/SxkqX0AIKJV9jdOoRvRatyvNtji8ajfw6zvj/juqM8x/j7r/bO7Utjq6egU6uvWrUOfPn3wzlu/wJZb5k+Hy/H1E7+LUbsfgIsuyhfXYdq0aTjooIOw/fbb47///S/mzZuHa6+9Fg8//DC+8IUvYNKkSfjtb3+L2bNno1+/fjjzzDMBAE8++WThvnl0PdJsPxDbfzOFOpCu0kn8vjjcv7MkbCmv89l9nlad9T9w2r68dlUvq6scBbkSp04PgorMVoUAIWnS6uNuXDx1upkyPaJtqNEqoqgtNY26en+szSDRB/YcQhEM2nU/LG16jdna2L7VhN2tJZ5T3rE0awxiZfQU6tLeR6C0qjyDNmubabF4kkowy5xEdCSH8kyMjZ2TQv2tt97Ctttui43r/hdBUJzI+vJXLsWXvnwSzjjjjFzXe9vv0UiYOXMmzj33XCxfvhzbb7997nJ33XUXJk+ejBUrViRiSDUqVq5ciWHDhuHee+/NpeTZYYcdMHLkSPzmN7/phN55dDb4vOy9v92Gfn2Lxzla+9/12HLX0zb5FOreXasbgMnu0yXWbLKWVzrO5Px52y6KooGR86hjCAmt95dwEcsVfDNJ+pRps0zQ5/ZCEEx1DIStoxuz25Syo4OxevVqHH/88Xj77bfRv39/jBo1SkzyAeD6669HEAQ4/PDD0draigkTJuDmm2/u8H559DSUD5TbkYGYOUzFS+J9hVxihI9BQCAERU1xjTIJkjDb1hdVXBp9oMbzJSQQ7mMBAtRgJ22c9Zd0KbYjSc4UQfeKDZSBsra/YBFv+z0aBZRS3HHHHRg7dmwhggcAjj32WFx77bW46aab8O1vf7uDelhf3HDDDdhtt91yu2p59BD47Fqp8CRPl4JN0rWJHwmE+kGP9VCDSszYJ4uuST+PyxOKdLqdMcnnSMSwscXisQa+1BUinHTh9bnIJD0Li53QcQfbzNemMz5PO1Q8sk2L2saxMDBVYXa4s9rYK81v/BpqoVA6Jk+xmb6ZGcJEr169cNNNN+Gmm24q3hePnofSsXlyVM1tWJ3SqHOk/e6L2gSV4FHdo6I4Do9Mo55vwyDv2MZUTVLFQ2CLCwSAAAGFlWjKbIOTahkx3NoDV0ymJOzjXC7CP1e2RWvn8l/bHrQjJk8ReNvv0dVYt24dfv3rX+PRRx/FCy+8gF/96leF6wiCIDMTVqPhu9/9bld3waMR4bNrpcKTPHUGI2eMcx1EqGQqSlTiqJNhC8Jsvq/+Zf8PE+fM6wWU9LmuIMzaawux1J42bXVnlq87TFVPflc1/rfIoiXLhaTLYwJFtFNIHg+Pzobb5deyUSCQXOzXYyxKU0Ka9lF9XyVTVIJFf1/aliD+WVISIKBALb5PggABTapobP1zvSYG4cEJHjOFe4BAI3ooAoAguVFipnNPxPJJkj0dg+z6G4qYrxfKkjze9Ht0M7zzzjv42te+hi222AIXX3wxvvzlL3d1lzw8ug5eyZMKT/J0AfQJuaq+CZCYpHXgLq8JcwHQcS5BxnWGbB+wp8mNLOodNdtKXvcpNdhme9pMu78unUjX4TuTL2tQg4GWNPYeHj0clNaEPUx1Uc1wddUUlYpSMjUwsUKwaHXG2at4Vi0C3T2LkACEKvY4w/6bpBKJAzsDOsEk+hCbP04w2fqOlI0Max8y+qh+Dsn3yrlOM+TPqJVop2hMvq5gTjpJyePh0dXYYYcd4EOpZmP58uVd3QUPjy6HJ3nqivyxbkzYCAPbQtuU3atqHjbZVfuh1scC4iZ2dhEBtP2kRBFySFWSmPeiZjjR+kmjeFdVLjTUxUiaqskWbLm9bZpuW65nUQbtItsKxCPKhcT1HZF+18Nj00EpglQQs/nGEGmPIljddDWiN2n3edki9sDt+qqTQ+lxzmTAf5NgUc8BuqsUJ1lYxsMQQDVRb8IOw9VfnsGLB38ONYKJ9yFCPN6SEIRGgmgChXAj4/GC1PvX+6Urg3hfiip6XAGw9fM9VMXj4eHh4dEzUXZzt6s9DzoJnuTpItQ3AGNG3Q5lR9okvz19M2PiWDOeGG5aZowAV52cdHG1V0+42iw6SdcXZB2DegQgbdi0vHnRSTF5PDw8GPR4ZvZA9fJ9m/JHqmdMJSV3laKoxWqfSJI9hoqmSJtpMN3HONFTBqYiJ+v5lEdWnT2AmPfuWh4eHh49DiSKQErY/zJluiM8ydNh4DuyNWRPsvJlSSkcT8EyEeapZtPInbQ2bO/nyShiPW/GYIA7nbuqmuFZTQgJrbF5rG4Exi40J5aKtGnu2GYF+bQ9p7xEiq1ed1n7d8d1X0XqYLAroBoOnuTx6PGwKTiDTLtfBGnpvk0iw+WqpZ6XblLJzFYBAlASssDH/FrKVDz8vbTYb6z+pJJT3AN3FYtJJrMPUlsVxH91oknfwAhT3a3qCZ5CPQ3dwmbXC6VJHm/7uxJRFOGtt95C3759QUg3cw/38PAoDUop/vvf/2LIkCEIgnaMTaUzK/YM2+9Jnk6CixzJt+hPl/CXU7IUdy1T03fnJXZs/XK5TOmTcGOirIz/NjepPPFxVPcw1U1Lu0Zt12hTtmPP8JV2j3n6mRfqBF/bZbbWa8+o4q68vex2R+xU5wOhEXOrKIyeYew9Nj1IexKCmNmf2hmbK6+CxbT1NpIjUEgVN8Hi2gyImJon3rRgf9X3022x2Sc1kxd3FeMEj60PAZAgmgiiTPcs+6aBnq2x4dFNJO3M9pcp6W1/V+Ktt97C0KFDu7obHh4eXYQ333wT2223XfkKfODlVHiSpyNQYHKtTtLtsXSKgZMQ1m7Fk8ws2CbK9QownNhJtblvcQm/snhgMRBq4hxPacsu0NU8an9d7mFqf3hcBlubcYdkm5AT9ax7zANbqnfzvayyZcF39xPnnRNfdyYyZ4p3XldnsOallTz174pHDwOlQHt3onOOG2ampqLEcXsybJkqHpubbZ6xIlDq4QRLYIxNUWzXuWKH0Eg4zrpIftNV2KVm0ZRECsFj6wO7Riea2LkQhETW9OppLsftJXqK2X3L52R8f+zoZhNg767VLdG3b9/4fwG0XTUPD49NHBRApNiAkvAkTyo8ydOBKBPY0h58OZug4bubbOLGCSO1ovbt6mbBlUo37f75/aiBj3l6Xf26gFcKmqIUMSf4tj6qbboIHvX/Zmwhm6tY6j3mmlC3b+HFoNRPAqgqrax4POXSqDcgIipXZUXQQ2SbHp2M0jY3ijkjuw1T/59JEgg3LT52FFdwJvrgyEoYOWy+GWtHs8EKwWLaqYBwoqemB8+ngSBYhH1VCJ7E+BHbenWcEcodoqiJzOxecR9qqkKJtgnXreRzsamA5DkzU6MKM6FCXkhVZyRVNyluWoW/P90FEYVnbLofpIsWgSd5PDx6HrybZsfCkzybKNTJpJ7tpYbO+NjTJpBZMXNs1wgyhUJT1tgIl6xsV65dVrNdtU2+i5vYLc55n/WaUJcPAtrZ5EwXLB7KMvoeHh7thi0ovglXnLBAED9yIyMCI1k4icEIdkf8MYt9tZNkRjBkq3tWGLcvs2EJcj/OqpXHnpvkVlcjm0TqOlfbdsPH5PHw8PDoeSi7uVumTDeEJ3kaAAliggQgNEpxm2kfbLuGHZFpKz2duSXwMXhKW0tgT2onOGyES5qKxwzCmdVmXFhX7dQhk1U94f587EFP3bDVwz+f/MFEk/3pJOIloj7wskePgh6PJm2RrpP7ZZUjol1DxcPhInpcwZfVWDwBQgRUuY7EMXBikoW7bPGYOAQBAhrErlKx2sfYFFTVm5p7lqrsiV3FWDtKH4hONBFVqUShjRvclVd9DibykGAm0j7TbMK/nQGgi477XRm/pzS5722/h4eHR7eFd9dKhSd5NjGk7zC2X6rvajPrvaxFhUq2mG5cPA6OUPEYah4165V5/zbyRgsCaiF4+GQ8mSnGnmkr72IpK0BoGZcttR5dsVUMeYi8wmqgbhK008OjO0PaPEvwZQXtJnYshA6g2wVuH+3lVTct7qKlECxUd9kKYjtPCXdJqoIHS45EfdW4D8k4abaxhJH7odEXHvw5REjllIi3z58mb9ulJkq6pSU3UtTz7th5eTJ0pdnWZMbIzt548PDw8PDw6HCU3dz1Sh6P+oGlUTcX8SohwRb+sE/SRWyHmojVUDRbF4/tI15zP37Uz5VHnZjaJtzqdaqKR6pqkpNy9f+RSvDwBUAO0kXdyTWzeKnXFGlTLeearKc9D3auK0iQAGkLBK4eIyAl44l0IWhUkljqGcbeo4HgUgQm4viwsaMMJOmbn9xPVwMlkWcMcsWEUc8FkEoajgicxJdEDHebJVQS5qbbrq2P6hgjz4eCZOIKHlv7IBBts/6Gsd132xqXS7Cp+Cnqxpu8tgYtHo+tLwUIHnVeYK+sQccEGpUz4970e3h4eHRf+BTqqfAkTwcjS52Rf5KXNlHXF+6cMGLnjEDONEJHxLkydx756wTZk7hOBj4G7LvDrB6FzDGyaaUFW1bbcbmGCbcBW+BMCmubakaVpOInuSirf+pcIzNWrgVHncg84x7kYqeLYzrQkrLNnmHrPboZ0sYOUz2jQ44HeuD+dPufh+CxutkafbFl2TKD2ov05YqLFCd6zLsIEIKSCAFlLlugbZrLFuAmMjRi30ydrqp4qPx/8ilGCEgobL3MrhXX6Xie6Z9RcYgYe2l1NSoJ09Hw7loeHh4ePQ/eXSsVnuTZZJCu0OgqZKUbF9cpKh6T+IkvSC4alDg5Mr15/sDLMhaEutOsqG9gElSBRvbY7jNPivrOQDGZfnY6+G4h+/fZtTx6KBLkMQmAgqqcuvQjhXTPk4UwtW5wYke6aXHY4t244gC5YrYFxpjD+lRDQAPUCm6MFFHZcrTXnS5PH4AkSdQ1itI6o2x2LW/6PTxyo2w4gEZAR8U49fBoZHiSpw6wxkKhUbzD54pPYHfbYshyqVEngxmTSctkP1NdpGbmylCI5JqcW9Q7tp1g244rEJM38Y6pqqAx+ypj6bhjR6jBltW+2duFs032cIxMW1YFT/bkXkWeuDzZgY1taih7nbKuNMl/e4IudyJ8di2PTQEZY4cJPesf4Bo70tKMl4XLLcllB7iLlOYqpah49JTj7AlQGiFS2uFKHKooaUy3XfVa1ebLsYCpN4WrltK+ShhRhCL4s4zdkx6bR3dPC6WbFx/nFPeyou5xKnLFUXMoY7Mr72Z21Ct5PEqCgDQkAVAvQqW999adiR0V5n004meeBdtn0R3vo66gfnM3DZ7kqTtYAMwk8sZWCFkdTnKmHUqRRLyHgsVz7DS6gk263ufEiiBbEGoTcUBmLlGJHooAapwcjsARk4H/Fe0Zblpmu5TWwAN8mm3yiXneTDJyYVVsUu/aedVRbpFQhozpiJTwdUVZkqeHGHuPBoMrLk+94bD7edxc88BUXfK4OVn1q8SJSp6o4ASLSsJEkLacgMViISQm+o2fsi0ejxr0mbtqAZI8CmggxhQeRpq7jLnm065xjf/fpgrNa4NtdlbbhLGOsaHxulzb5dHJY0PpFOr17YZH48O2UK43AdBIxEjZe3PeQ954D+a8qiPiRBRp34B6f2nPpKvJoazvUt772GTh3bVS4UmeDkBaliPXLioRBIJlQgcKogRfzorNI1PJ5pvM5SFv8izoi+zqmpNvTraoRIvMRhWKyXtN7Iras22l9UsSSknlUKC6i0FO8hnBxOonYG2qu8eu+877HLoSqZ8pYUub/FAXMWUDILcPJIpAShhu4kkej7ohf5BjE+5xQwbcB7LtrCCVtR1qrkyJIGP0uPtZ1t4DktQwFS36NdwGh8JNihMsgkDmwfTjpAVqXBxCIwSIBPGeFpNHkDpKPCE1HpBGMsXth3Fg54AEcQDmABGRqdwZsSRJJpXESbgaK88kL9qj8CmHWvb41MDxfkgUlVpWe9vfM1CUdCmr7mkkcseFrHuz3kMZgqZwGdW+1GH+aGvf8Xvn96wlHnFV24mkSmd9b7s1PMmTioYbtf/973/juOOOw9Zbb43evXtjt912w1/+8pfUMo899hj22GMPtLS0YKeddsLs2bMT19x0003YYYcd0KtXL+y9997485//3EF3kETZxX3HDBhysl8Grng0We5fakarZKrZUE7GSSgIHkDZ7VWUPtLdi0/e+UQ+1Mkj4nhPmfCrBI8aeFNt15US2HYved+rB8z06Trks8n6mad/PxXiq3DZTgaPsl/08GgIbIq2v31kZ1ZZ/bctf++A/TdfH+LAGsDesPF2okNX6wQKqa4SLIKAockAySohw9pTVTl6XwLSpJyL7bzDVayCitZ+gOT/1ftKI7j4+3meSTnkC3RfbuNGEvQ0/tct4G2/hwOdQbyQ+F/9KybZR5lqHX1NnLe2EWQcLhQpl3VtyT5kPLcO+xxLoFH6AcjnYvvX5eCxOMscPQANRfK899572HfffdHU1IT//d//xd///ndcd9112HLLLZ1l3njjDRx88MHYf//9sWzZMpxzzjk45ZRT8PDDD4tr7rvvPkydOhWXXXYZnn32WXzyk5/EhAkTsHr16k64qxLKgk7bMct2NSoDm+zeBr7DmjwfJP5p7lW2BYS66DAO/f104kZt0+xrkpzKJnjyPAdqZsoqinYtJPNk1CmvTGjEYOAejYdN0/YXh7mozkeits9md4XbpbCPiquUGpNHJXrY6zh2jsN22+w/P69nzLKTRma/xGuqvtd1QfVzZdYCYMZj67S5RCOR/R4eWagTWQJkuDWVrb9ImZLtpC7YE3XlIXFs17rLpREH7ScP8hJP7UOevjYsOZITRdzFugTcZbnM0QPQUO5a1157LYYOHYpZs2aJc8OGDUstc+utt2LYsGG47rrrAAC77LILnnjiCVx//fWYMGECAOCHP/whTj31VJx00kmizEMPPYSf/exnuOiiizrobtoL5nqlg7kC0Dgwp32nziwXgCASu3Ls55jm8tU+BJYJsxq3JkBy8smJG3Wib2a54rEY1CCWanpzdtLdLxmAUg+0rKp4zHbFk+QxeYw4EHxxpMbmsS1A1PdJ7HLQXjgn/crOcbEKo1xS1ew+dcPAy35Ht8uxqdn+NJfdfBW0L35asi8q8ruU5Q3SzO0rz3bI3MXsLkqqW6yq4uEWWCJ2lYLuMiXUOLHLFh8DCEnGCVNJ/YA0Kf+XAZd1FZG9/QAhanFGL/vGRDIGjvWZKEH7bcibYUvep1KP+JxMMqrObhAp6DLljw+87GGBVZnivJj7h8p5UNb3uZBrk1F/Zj/KIm87me3aiRkXCruAiTftNrFsW3ZYbGDZ52RBmbHedBFrNBS5px7pJtZN0FBKnl//+tf49Kc/jSOPPBIDBgzApz71Kdx+++2pZZYsWYLx48dr5yZMmIAlS5YAADZu3IilS5dq1wRBgPHjx4trbGhtbcXatWu1IxOKsaCgmtFiC2DbhDeArjJxuMXEPyB31pJA+z+bKGbvPNbT3SZNHaNCC4RMZDwGTVKv7bSGGiEjZfeK2xYJEZAm5yGuUcgcG8FjtqtK9dPuJa96qSNRX0a9JFmUgg4fBCIqiZ4ihyd5uhzd3vbXEeV+J4Fm9xO/3dxKEEt/XGMOd4VS7J6ZzUlV1Zhl1Vg8nGAhNBCH7jBlj6GTNQaowfWlikcGXNbcwxBo7YfUIIBo0m0rcV8GwWP+vz0oqrjKY7/1eUma+2+Do4zdjyLP8WzCKETwlESp30lnByDOglO1Y1yWU7Fivk5+DoF+2M5ndTnjXzqM+yvyeXSAOsvW745Wx2Q9qy5X5xSBd9dKRUORPK+//jpuueUWDB8+HA8//DAmTZqEs846C3PmzHGWWblyJQYOHKidGzhwINauXYv169fjP//5D2q1mvWalStXOuudMWMG+vfvL46hQ4e27+YMJHYcNcMWTyBzLbJlPbkW5Z0gUVOJKw6TBHHtfIoJOAnFkciKYhA9Ialoi4G0fzxWg4vgMdvVySA1M1c6CWKLQ1QP0iSvWsbsn61tLX16Sj3ZMIJ2dpUMknpD312xSdv+tN9D7oW4iRy/SxJokzWa2HQo025Kc0Y8Nfs15rgQytg71LDVMdETUm7f42sVZU4IRua4xoCQVNgYAYXwUcgiVUUkSB2DWlLjtKnuYvxvMrOWVI2q2TCtNriEssZUcaoLzSTJZLbp2ETin3U9bXdnkudlJ/me4PcwQTpvsW1FPb6TeevISe6UCQBsfyPnHDgn2ZPWfna/DaInS+Vlez9PzCSzbApJ1F5Xrm5HztcDZQn+HhJ4uaHctaIowqc//Wlcc801AIBPfepTePHFF3HrrbfihBNO6NS+TJs2DVOnThWv165dW26yH7tWFeXTrBlSSkj4WT2Wbol+1RcmsZCWQl0jWNQJuLFQCIhciwfQ05pHsjK9nRQVUxrB42qXxMl0uctW2gKoo+IgJBcErng66r3bySVeV56FnLk7T2l2DKEuGWy8u1a3xSZh+1kKrPp1xBg7bK5T6m9SPZeWnSmvC1YRqGQGENsMIvulqjaFEoeqgZSlNZYIEFEgIBSUSqWSJN8BGmdejCx9kLXoAZrVgMuBpX3u4AwAEQ0QEMpsvyOYNIVyjwrBoz0bmk7oFP1M7KSMnXQqCo004p9HWp0ZY0injAU9ZMLu0fkwF92JuGntdc211VHnscT+mzYJHiSvKVh3Kqw2pJwraRE3uvTPj7dvuHB1FojxmbcD9bKz3UrFA5TfrO0hG7wNRfIMHjwYn/jEJ7Rzu+yyC375y186ywwaNAirVq3Szq1atQr9+vVD7969EYYhwjC0XjNo0CBnvS0tLWhpaSlxF0B6zIN6xMNhdeSeGJIAUCb9PA1tXpiT07xxAwA70WO9Lm33F0FMuNTE5L6mpFaPEKWSOipsLlU2gkdtt0YjSS5l3UfBCTbVJPL5n6tE5Bi07H1zfRZaPJ7SiwTHE+osEqU0yVP/rngUw6Zj+wERO60Ok3+JGvK438rfeAjEMWQAW1wet70p7hYUJl63JwW4SvS4esLIlZogkwLKr5cldOWopHCs9YkAz0T8jRTDECBIDVHfeckSugO6gHApS/J4gt/DBkKc3w1bLJX22HoRiqGDiJ4iBE+ee8hDJuR7HuVsZnvbt8fCMcgeJ+pt59WYakZ/c9imssROfecmXQwepqFMuR6AhpqZ7Lvvvnj55Ze1c6+88go++tGPOsuMHj0aixcv1s4tWrQIo0ePBgA0Nzdjzz331K6JogiLFy8W13QOolwZMrIX+elfZp4yO8udKKsfRZEWj8a2+6zG5RGyd0g3KRkUkx0qEaPFziEhQtKU+1BdCriKh6fyNdtU4z+wvhouW0rKXtt9uu6/HshaiLU3DgTrc7qrAYOx9OnKiPWl0+j2DGPfyOjOtr/dO2jCxUZxrUqp02a3ud3XYb62x4XLA3dcHj0mWdo4YCtrumZx9yiurqkgjC1thaU5R4gKbYrHAqnE4XbdZuuFe25s60M0aWoi0zXLpS4yY7U574vobl9Fn3GW4kfCdp2aTVKOS2ljUL1ctbrUVcCnUPcw0H67XCyrkFTc52jX4RLGE6TIEyW/p7nJofoTPPmvzbJlHdu+3aUryDjqjZS6M2L/tPf7nfiu1aneToePyZOKhiJ5zj33XDz11FO45ppr8M9//hPz5s3DbbfdhsmTJ4trpk2bhuOPP168PuOMM/D666/jggsuwEsvvYSbb74ZP//5z3HuueeKa6ZOnYrbb78dc+bMwT/+8Q9MmjQJ69atExlXOgqam1UByAmZ2y81P0HDSYlikdzTY7ikLTTkpDIRDDpB9sTpbhVXLUHw0EA/DKJHTsv1I0TFepjXqG5a2oTf0i5fUKjtpj0v9f47dYc3QTblbLvk5F4nLW11dDLhUzr4Zs8w9o2MTc321xe62i8LGsHbgUS/y7Zx9yjXNQF4bJtQseKSZFHJHh6MOQBBQAPNloekCQSMtHHZfZut53a9wq+hnEgKtdFEa5/ms6U2hWwW0VP0M0hmEItJKFvQ5zzkDoAuUd/UE9729zgUViKUJUtSgu3m74NjEe9AYp7eju9pgswQ7daD4Iksh6OM1c455o6WFNdlyIfc6x0r4ZN9bZEYOtnlUgilRgvW7dFt0FAkz1577YUHHngA99xzD0aOHImrrroKN9xwA4499lhxzdtvv40VK1aI18OGDcNDDz2ERYsW4ZOf/CSuu+46/PSnPxUpdAHg6KOPxg9+8ANMnz4du+++O5YtW4aFCxcmAnLWBcIY8125/IbJGnxZrbqgkXMHX6zPjm4a0eN67YKIlRATPCZ5YxI9AeQEn73TFO/Qsvf4wbO78PdD5ZysS1ftmO2qap5GQvuffw32yb3u5pC/Q8W/8x4ewCZi+9NQJqsVaKFyedQbMp5W0gU3uz/2awJHm2YsL3bOFTdHJ3hUoqWCkGW8EhS7tNeM6Ak0m287QtIkbL0g+qlOMLkPvW2nyxekqskk+W3kTxGXNkojw94bZUtvJuj1WG13O+LxeHh0BASxWWCRDaA+Kq4ymZUApC3ebffgUlq467XUbfbTEey3HEqobyzkjX6xndxJPgcbueTabCyGMpm7ssrkLafD+ExLE4zF0b3m8JH83hQ5Cn5XZsyYgb322gt9+/bFgAEDMHHixIT6fNy4cSCEaMcZZ5xRx3stjoaKyQMAhxxyCA455BDn+7Nnz06cGzduHJ577rnUeqdMmYIpU6a0t3tOZPo4xkGTi8bDsdVDkV6HDLac50uc01DXaTJHiBLo2DK9lmlt9fuLEMddIPH/taDI8eRaDXYZn1MXJpEyqebX8jYBJNoU7SIEJRECGoBqLmNRYqKe6rLliodTNugmYNSZZwc3siwY1I7ycpY0zHn6Bp3k7FSUlWB2p/FsE0Z3tf1pqJfvO7MRQJ59GT32FotgxiqJCpMBauBk9roGkOS0wZZNsZaykaDZe8VVK1Tq4XF2qDJa8ADMIa2IsSDMeU8BwjhTl6Ic5Rm8YhUPITLwMov3xkIuO9WbBWxHmY0CCtNW67bf/H5JYsmtIs0TOJ/1txvtHkfe7banwPa91BKUKEi1vyrR4yRtbL+hSCtDMr92aW60kbUea7wfa4yeHC661nsrbouSz9i2ecz/6u+Znw2xzD/TiYUi80m9fed3oD0q+w4it+0u2wESgaGpjKHZUYRMt4nb00mBlx9//HFMnjwZe+21F6rVKi6++GIccMAB+Pvf/47NN99cXHfqqafiyiuvFK8322yz4n2rIxqO5Nm0kTR+abBm2MpxffIcYAZfBtgEkqBAAOcCIAhB40l+3uDLHOZuqcheoho76KSObFcnbPjVFFHiepVMErvOlnbLgO9Y05SFjhZ0uT1ED/TBod6qo24TVLR0WkS/OPDovrBm2ELQ6d9qbvOL23tus4n2N4oDKpsWlAdBDmgAbvai+Krk5oA8z8l81T6a5I0WeJlAMw2BsiGQdS+sHfk80gj++qHs5lEkCKOy6PKdXx942cMBLamE86I8BIp5Xll4O79HWXMnpS6lHuecv3Aw5uy5W5HFfHrcOPW5pP8eqZMg6hhY75Hb3jLzW16mrP22temY07PnrK99zOu63P52JTqJ5Fm4cKH2evbs2RgwYACWLl2KMWPGiPObbbZZamKPzkY3Wb11V7jcV2rOIMwiTWxmXBU7eWDGhjHPcdR3cmn0QRAnebLBxHEZiO4ypYfDVAIxK25bepwd5opVoewIaQUhrcjXwlUrGfuH/9/ZrnDZUtLwClIoTDxn9b5JSUWMC3kDb2r9yZDb55oEWdvnr1MkuJ05iS4dl6HzuujRU+CIM6AhO3aO22XLMeGzuPzqv+t0d1sXnIGXiW7fNNtnZCxUbSZ/LeLeIBAqGul8wJQ1YRxZJ6T8f4Gw5SFlblem3bed5+NEEJeTQZ3jvyRQ2oYxwhhSeVvKePFekDkG2u1ovs/ErsRMEliiL7nj8tQDXeS+Vdb2e2wyyJq/UMs/N/LM2QxXmoxAuen9DGQ9qdeZqM93OL9rmETRmDR60POacdQ7YLpdKWS9zywXss4CCTIIp3TXrcKuiznQLcijsrY/tv9r167VjtbW1lzNrlmzBgCw1VZbaefnzp2Lj3zkIxg5ciSmTZuGDz/8sL73WxBeydPhKKbeyYKaCjct5bZUAVl2dEvI9rXiKaoT16TW3N1VFwfCfYsHOkYyuDEvya5jC4SIsLOchAFSVEC0xtQ85iTYQvCY7ZrXuO6vDPJOsnOlodf6kGMHx1pnvmDRtrJd6qrFOlDSXasbDGQe3Rb2nVKX/eS7cpFxHRtHUm2vsLEBmwNS1XVXjh3cXUcqv/OpCPl1ESKECTvK7HaEiI0BBKkT50AhethfSfDwZ8VGLgIKElvugNlwGiAgAYCm2L4n3XRFnxVblCDx1YxeRG+btx/EbQNSORSQ0EoMl3XDbjfRYgm4n288Kp/mHkBjLIw4yrpredu/SaGoqiGvisW8RnelAbJiG5p1pLrlWBQ9Wj8Tah59jZF2P1nPxvo8XLZEU46mKI8KtO9CfvIi3zzcurHZznVRIdSjLYeCLF1tVRx5fiNdSga1U8kzdOhQ7fRll12Gyy+/PL1oFOGcc87Bvvvui5EjR4rzX/va1/DRj34UQ4YMwfPPP48LL7wQL7/8Mu6///7i/asTPMnTSaCgzA9ViauQRtIwhOx3DNPVKp04SsrlQwARWKQBw+jGsR6y+2LeT/J628TSdNsyrzPJGTERV2Xxqh1GKIbTULkmnajhZFck5PuucrZ2KUJQyty9ItoWL2Yg6iyDrIl96u6rEjhbfJ5GZrM89WS1ryvKbJDPsssJHqBxdmQ8ei60CXianebvqf72qluPPK+SM4SEuW01GwdqsLnqiu466lLVIkXGBk70JPpiKe8ieIL4+UWUES0RIQhoHCsnjskjbbzb9QpAoi9cxaMHVCaoxLuggRKTJ6Jg5A8lIDHBY7sPm4qH94WTXgEiEaPIlSo9i2yTnwkLmK+O5dax11qXXWHmnKQnNg7SyH2ts/b6OgrUKzI9Ogb5YgCZvw03wZOv0TQXMFiInjKwE1Paoj5t/lfCZakuSpPcbnUcrv4FSbKnCPnicsE1DJE7JlQZosfttmWD7vJVHmlq/26h9knBm2++iX79+onXLS0tmWUmT56MF198EU888YR2/rTTThP/32233TB48GB8/vOfx2uvvYYdd9yxfp0uAE/ydArar+Zhg0qtYD1pBiEqFYsnbxlXXAbTlYn9tU/UOYnCd1A5WcPuSo/B4CRq2JsA7J+CrZzZbk27XkkNbNvNLR0XIRv1ldaX38VtT6yiDkXpwMvde5Dy8ODIjIcjNhrKod6/fdMNipMsAJjNp6xVvQwLwGzehzVejuMaU8WTaFvpH7eUZWKduUgvDtdnVfY5d238tC4cF0oreereE48uRhE1T6rrVM6ySVVPMeTtb5KQyLuhYIPyW+Xzn1ykkXtNIe9D3bjoqMC99VgHyQ0V7dlmxeopGDRaI+PN71u7VZwZZKDRbr3InoZCO5U8/fr100ieLEyZMgW/+c1v8Ic//AHbbbdd6rV77703AOCf//ynJ3k2KWSw7HkybGWpRIQCJ4N04WSETbZfFNY4Anw+7ogFxFzGpJqHQ+7iSim8cNVS0uUKM8yU+wAQC/R1YoiXC+OvNN+NBQBCIzbVJhH4P1tZNQWuvCIS+8zWXVy+W245b3tm6rl2kzY88434NI04EXlcMFSjLVRARYgqVT3TxeSPj7Pg0S2hT0L1SX88ec/Y9VPHC27r2bkQQNW4ugaKYgH3U12DebaqeExjWamgqVfknSbtKI/HQwTpEl9LCUCACiUACRBRHsw+QoRAU3Lyutlf3fab/dejrsVtGm2HsU2tUSr0PnmhPgtXmvQi6dN5/21gtl9uTgBJNaetLqkKUuuVC8W87oUNAx94ucegQ7L+OObreV25OjJouVl/uutWgedjfvcpBYiLLEpR9FkDy6eNVTliP+Z4nsXqUfps3jfRyR5N1VOHfrqu74rMVQ3tdlUWZef9BctQSnHmmWfigQcewGOPPYZhw4Zlllm2bBkAYPDgwcX7Vyd4kqfTEIEiiF22AiBFlSPIEUEgcAOlyCMzJufqjq6LiOAok9mpnjuGAQlBOLGjEDyBMoGNoBM9oqxRJqQy1gNzUosQEBZXwSR7bOXZOdkujeM/UEUxREgI0Dbn/ZiEV9azN8ukwy095f3LiskgFwz6wrIoOjJ4t4fHpoE4lk67FiY87gx31XGRLa6NAU571JBG4NqInPZkAAQQ20pLj2iQSJ8eEEayyOxaFAElolcBWHweQgNUCASRE8Tn2P/ZX277Q4SgJJJxdeJr9WDPQIUEWtvs3uORV7iLydhstvtkteYnyMu4w6nldPB2i4/L+Vy1PDwaB1n2tLMzDpVtz1kmg3y0Ez1yjWB7PjaX+qQbjhquIO33b1fHpI5xBeyJqCXvHFOtO0+sICj3TqE9vzyJSJJ15p0Ly34WSXiSipxqnlxV1Unx06nIHYzbUq4AJk+ejHnz5uFXv/oV+vbti5UrVwIA+vfvj969e+O1117DvHnz8MUvfhFbb701nn/+eZx77rkYM2YMRo0aVbx/dYIneToS6pfIsVOQJy4PC8bG4yrwCb990m3b0RX1qLEZaAQQtqNbTz65yCKAT4pl9iyd4CE0QKCw7Daih8VXiGsSsRaI1kpEKaqoISAEVaMOXcHDTqrt8oCfUdzHGhi5w7JmhZpSyRl0GmFd3Rzs2VWyn30RUiZ70SG/R1qg2Lr4ipeEd9fyaASk/QacBH08aXak29YC7ovAyY74MKJpZtvUrzfP1lXkJ6qOM8L2cPsp1CMK+ZERdNmEzKiVVPJEhI1QlMogyBWEqFKV1ggsdp+9w2LrsJKwXM9VPJzgUZ8LAUBoHMG6BPhnwZVNNvBxIW0eIO12JMcRLYlBYP8rFnwZ7ntx3bLf+VU8DRGLDSjvruXRbdGdiJ58/XD/hsy6y6th5Dwt8X5s/Eqp+MxxKzE2JZX+NiTmqKRYDJpE2zRSnh0fY3VShMVL5WWTLlzpsPTNNp/U3Oo4JCGXH45nUUeiB+hmZE8npVC/5ZZbAADjxo3Tzs+aNQsnnngimpub8fvf/x433HAD1q1bh6FDh+Lwww/HJZdcUrxvdYQneToLTD8fI2aMhVqnjDImbUDQd3Q14idj4FP7Yo/vYPQ9Dizp6oOtDjWgrxmPRyN4EIjfYUC4A0BM0sRl+fVNtAk8HS6rK94NBgWJ7zcSsX0CIePn7QLQdoMjClDCqB2u5mFZXUJxXRlwVQ+XzLcHZtBlQEr11edr7sarf3UwVy1X6nW+uHR3iMq/XUH0lJVtdoNxzKM7o6yax5jgJuLpZMdh4LbWDN7PiJoolTBSwYmdIgGYqYOwUvumxWAj0NU0Mb/CKGQigiBTEFSUMYerckyih9t+nvPLfr2MxcPbDuJYQJS/R+1p1F33baaONxHFZE09lZAugscNvmEElCJoUuM+dYFBjZSNhiLwBH+3RpYaor2L1aI2uzixZHxnU76Pzn4kMm0B+rigjiEOoogw9Xoy4HKBua6ljD6uZKscZRgLVf2eEWcugaQrmfwe8I2ISBI7KjRVFGvbWq96va0ak5CzEj/5Xdyc7XcwOpsoLYVOInloxlgxdOhQPP7448X70cHwJE+nIhLKmay4PEl3K11iWW4JXYIVbwey4gqJGA4WCbwas8cMXKnHVtDl92ogTUASQvyJRUKlo9fLJ/Bau5SRS2VCFLcn85YLaQOdc1c/tcK0nZdy/ehSeCWPxyaOPPHcytdbzgYUiVdjgxqPBwACHnuNz7c50Q81nbq+iWEGUQak7Tev53Ul2o0JHtkv2ba776Eg7su6MLfL/TmR/Sq7rYa13+1BGbvvscmgkVQ96W05fnuGskStS68878y/qMLE5qaVZU/M9YSN3Akt59yQtkkne9JiXGb2S9ls0FQ9nGRJnf9lf15AOonozLaVCHjdDrucNYfN+t74OfAmC+903cDQU1jbPqqak0jgZU1lBwcF1YmjFBegJFkgJeautpPnQnakGPqA6qSNPNTYDeo/5qJVQYgQISoIEJIAFRA0IWAHCdBEQjTFV1UQWuqSyiFbu8R4h/8z748/r7TnwJ+1+SzzQk2hayLvLns9Jvk8aKdw1WqEQYKnUC96FJz8zZgxA3vttRf69u2LAQMGYOLEiXj55Ze1a8aNG8cWkcpxxhln1PFmPbotnIHK+S5joE/uqalSSKed5bjhksyX//2n2Q7NghIZG60IBPlCGOHCFTYVwmoiXHUTt8PtfhMJma1HkLT9hI0PahkzDhAhjFxS2+b9Ue8gj43VRxZdYWMqKfPaYv16M+V5unJIwlQNmPUUW+g1jKsWUN72Fxy3vO3vCdC/z+0JrqvXaShq1CMul9pWUXW0pQ17fVz9Rwpt9smycqyRa40QUObEeUns5HXFk4lY7ZE2LzeILT4A8CMNxrPM/MxsVSj/tDrLzqHbS/BkoCsCRBcCjaSKv8ixKW52WOCVPB0B/qNy+UkqwZeZOjCfyxaJxeeyDv5Otmyfdcct2y/K9xXZfbS7bMWLABLG5E487VbIFh1SWQNAXMej8HByJyRczcP7CVT581Y+iqqlLnVHV203QOBcVtkUO64sXGr7RVU56aogPqiy/5cdCAUhmLsOB7oqJg8tq+Qpdvnjjz+OyZMnY6+99kK1WsXFF1+MAw44AH//+9+x+eabi+tOPfVUXHnlleL1ZpttVrxvHh4xaKxjAbibrEE0W3Y7md1RgzZHYLYigygy1aNmEH+iTx1cxH7WRkAi6DJRqCjC84MR1EBBKCtFFfUNJ33CuA5u+/mwW6VxyGUSIFBdFYgeB4iTS1rbFCCEtcvHJtd8V41NlHyW9kD9eZSets9A1Gt0RrXfRepNq1NHA0+KO0nJ421/90Wq61ZWRtwMtzDzOh12d6n0MjZ3qpxwqEykK5Y+v020pZwvAlO9k6Uut9m/pF3Kq6MvZpv0OD3l6uD1lAH/TBKfTY44rrKSOtq8Osf06VR0krtWd4UneToJIrgX4ZPsnMQMeGanchMsNimPA3CWqqHjYMbj4X/FBF6ci8RVIkYPpItWBZLgaYqzpHBQsGcQ0JgeUx5CRJnLlhm4U22XO9jxeDyBFgsiSKQItt2jezLf/kmzOsjkUhE5MyvkiMkh/irBuxsJZY19QSxcuFB7PXv2bAwYMABLly7FmDFjxPnNNtsMgwYN6vD+eHQH5CXSpdScTURjiPS2cbB3AvHXBhGLR8R9U96MNwhECu3MuaT87dNEHAHbHQSo5bBtqspHJVpk4GVGtoCnMScsADNIIO0ygJAECBWCJ34AYgOlRilAI0REplavQAZcVsklte2iMZfV2HTy//aFjKnkyZcNkZ9QX9uVuul18bhwigpTizidoeJpNLsPlLf7BYt529+YKBo3Jxt2e53mSpUV6NhWV2yFcvRHhe13abEztv7Y1DviPZPwyCJA3O5ZLnvkmgvbSefk3NoeI9S8KJ99SrrVuWyoUh+xkDGJilM+T6qTOk6yJ6uNTkQWwdnlMXsilCR56t6ThoR316oT2iNpc+52EpsRBYS7lGWyqPfJLB8iabiLRZwx23TuCBKZcjwNwgWK6inMeZwFfk3SWYpoLlpcrh8SggohaAqC+CDiPFsMMFJIr49o/ZFZV/Q+COl9nFmrLJKft7Hzbl5vZFehws1IlnEFS7bD9Zmn35Peb9kn2DI1yM7l6E/Xo1qtYu3atdrR2tqaq+yaNWsAAFtttZV2fu7cufjIRz6CkSNHYtq0afjwww/r3m+P7oV8E6JAX2hrrLXhSuBwsdXqis+pY1Rxl03F5iNKxEkDYruIdLtvKyfulHDhvxoIGcr/eQwdRtKEIMwVixCEhDBbL+w+s/0hIcJtKwRBJT6IovxRySW1ba4S4tflhU5epZA3pciSfON19jhQrxlu958p9zTb/93vfheEEJxzzjmp182fPx8jRoxAr169sNtuu+G3v/2t9j6lFNOnT8fgwYPRu3dvjB8/Hq+++moH9tyO1IDEeecf1uvSv9vU+Fe0fK41Q5F7ADTXL3dbWQQPR6Qc9QVfO+hriJpxJK9N9g1Iut/nB7H8S8Li+my6eOV19zKuM9vtMsLEQULm6U85orKO4Ju7ZY4eAE/ydDQsP3rB3had5CmGOO3Hl29nL32xkC35rr/hV9U0dtcpXV4PsIl4qOzIhvHEPiRAyCfqRC3HoLoL8L8qqaO2p2bTClIya+UKLKcsluoPPnjn2JFoxN3Y9iKiJX1zKR577DH0799fO2bMmJHdZBThnHPOwb777ouRI0eK81/72tdw991349FHH8W0adNw11134bjjjuvIu/foQUhz4+Eo63KZN7ZXrroy+iDtuPs9NRhyQOSkOFCImQqPpQNm99lffp6rdfQJtWrr63XHWc+OLVaKh/K3ZjY03LPSXG2dG0KKiqfhYy+koYzdjyIAFAsXLuwxtv+ZZ57BT37yE4waNSr1uieffBJf/epXcfLJJ+O5557DxIkTMXHiRLz44ovimu9973v40Y9+hFtvvRVPP/00Nt98c0yYMAEbNmzo6NsQyJVxqihRoqEs0ZHuoqX1qxBhUMKNij8jIhXbhX7rGQRKmr1xHSahQ2lbyrUcxmeh9Mkk3LL+pcFN/Ojxh9wIMg7x4LTPuChZkvveSiiC0klCO7pq/KARLX30BHh3rU6EdNkC1Lg8WQEyRRwEGBJ+Xm9KfJy8sv32xGBRJ626eii0TmhNFYzuAmUnW2wZVbibViVW6jQFAZqU2A4AEERAREQliOJaIqrnKFPbVNvmvS8aQNS8d5vqyZTql19c2QNv2mIhufsr+5ArnTKy5MBdgNLZtYBx48bh/vvv1063tLRkFp08eTJefPFFPPHEE9r50047Tfx/t912w+DBg/H5z38er732GnbcccfiffToPnD+BhQJvLD/afUEUOOngVJQwuPyZHVB2nxCuctvXE1s+VhcnziFei7bY3dhMO05id2LuTuraxxI1kO0eS/nHwhkfJyAEoCreogkcriah9v+SIljSQiJF/SsHHf1Ul21iFIngDhVO2WvM+NaWuLwID27okyhrj9T1Q4Xy86YTzEk/k+VxZJaPmdmnS6X6Jtoh7vWgQceiHnz5mmnN0Xb/8EHH+DYY4/F7bffjquvvjr12pkzZ+LAAw/E+eefDwC46qqrsGjRItx444249dZbQSnFDTfcgEsuuQSHHnooAODOO+/EwIEDsWDBAhxzzDEdfj9OOH1YHa42uecs6S5L1mtSAx7byudpM/saezwfB8GjjkNZ88U845YVRhxQgRKbjao90+yQhVhLfLaBKFfGxU+2p6/R9HNZMLwp6hwPp+i92cp7bDrwSp5OQtqPju/SpUvvTVcrIMvdqr2y/awFf5arVhaYq5SU93PFjKrS0V4rShXuphUqBE9IgDBALNtnRyX+y+X8Yaz8CUmgZVyRfZIZMSThJLNxFSFi2uPSld6OkhXFcOlzuW2lutgVGrSNeDxprlqdjbKSTUpRqVTQr18/7cia6E+ZMgW/+c1v8Oijj2K77bZLvXbvvfcGAPzzn/+s2+16dE84J6Ya1Am5nJhKuDMrciRsiJZxKx9RxJG1yxootll9nQfEUHAGBvESAFqmLRvBU1FsvWr7KwFTdVYUEkiQQVADLiuBn5WNdF1dmq7ilM8g3WVNJ3iKgc0V1O9BesZKO6TttiNvfY7+dwXR721/JiZPnoyDDz4Y48ePz7x2yZIliesmTJiAJUuWAADeeOMNrFy5Urumf//+2HvvvcU1NrS2tiZc48rAqnrIq9gp4l6Ticg4MtoSahrhiOr8x+BQgWhtx8ibQUu8F7sFG0odXRdSy62AYbApdNpAaZUd0UaAVpXz6jXmUbMfif6o6h4q5qQUVI5TInuV/Kys98Sfie2A7XvnVvekfbaJz7fEdzJN+ZP/80qWaw+6RM1jZpErcvQAeCVPvWH7gSpMLWNZ+V5iFO9WlicDJCKnIkfs6sIefJnt5PK/9vIEUhVCEQFUUYqUUAOpE2Yz5SyfeLO2WbBNPtGOlPe5JJ/FXSCC4OFuWqzu+InH9j0kBDQOxkkNg6S2q54LQDQqLY2AYcRYRmybEhN8u3w1btNwz3MGvbPsgEij7F4spJGQos2uMO4mhAS/Y0EpxZlnnokHHngAjz32GIYNG5ZZZtmyZQCAwYMHd3DvPLoUNvufkblFL56lvouAWM0iXluUIKpKUNpvs1uRqCe//dbtgBpjJ5ntKwShEYCquDatBfU95o4V01iUq3ykkofExE1FI/Ah0qBTSlk2RspUQHEH4nvl/YOWzSsgqh3TH5YrJg+lNc3ep8bgscQysgXPNp+jO+6eQfCnbspwdy816LLaJskg+1UFUAMiioBOGIO6q+2/99578eyzz+KZZ57Jdf3KlSsxcOBA7dzAgQOxcuVK8T4/57rGhhkzZuCKK64o0vUErHMNp301VBNlUVr9YyJDTaPGWoQZGDil/xkEjzP+jlUVY7bDX7vnh7bMjqbNYPUnCWYbscD6WzPug8Pm+RBp1xLX+t2p8MkBTojB9tkYl+awRXodyj3k7Z8jiLN2CVf1FJiD2PqZ2q+uJkt8dq1UeJKnIcEn7uyHTxCA/06ZoYmNJSVs8U0kOWMSNUlXrVDUwQkn2WbXw+YyFRGwTCuggnQJQISKJwwkwdMc8F3auL6AaMHXa5SAEiCkRKTJlfJ9vW3eLgCWZr09acVj6ESLg1RTdsWtu/XKQGOb6KeDp1FWYSOIAst1kqDiA7Y2sHSlqxZQnp0vWGby5MmYN28efvWrX6Fv375iUtu/f3/07t0br732GubNm4cvfvGL2HrrrfH888/j3HPPxZgxYzJjIXh0P2RO6LTfRbbLliR6mN0nNAI1NgqEu01MsKtjgF6HCu6sFJcnKWpMJNO0c3IfQKr7lSxTdV6j9Upx0+LuWaweRvRwl6kABFE8e1ddtBjJAxGLLX4AiABUI0YMRRTCpHELpgZcFm5anPQCQKnSvgG2q+x+dgEJEdEamG5UJ8bSCHs37OM00dRZln46x49IkfUnFb9pyLXbW2cXhExQavJyHYLuaPvffPNNnH322Vi0aBF69erVJX3gmDZtGqZOnSper127FkOHDm1fpblj16QRPvb5DgD799i6aM43P3QSLvx1USI1h4LH2V4CUSlCy0XumMSOajtUO5+oT/0xU8X9iBDY3YbN+1T6EdeRBKunve5NNuStM0n08H7lgPq5KM+onsr6TIKHn6f659qp6n5P8qTCkzwdCsfAQSkzQkpcHp7uNQ1FYqxo5VxkQbvR/joDxUXLdNNKXKsYnEApw4IscwUPxI6u6CJVZfjxjjAhYlKo15tsW3+/HqqrZAsc7YmNlI7OJPEKDlb1QidFzL/lllsAAOPGjdPOz5o1CyeeeCKam5vx+9//HjfccAPWrVuHoUOH4vDDD8cll1zS4X3z6I6wTVod4GNHIZjkbwQ1k15RFWbaWMLJjbx1uEhpHlcHYL2noHFKczlGcCVOJYBG1vCyAVcAUYqAMNKGEUbUaufbO9EvpshNc83O0RZILvUmkKYE2oRQOiZPsXLd0fYvXboUq1evxh577CHO1Wo1/OEPf8CNN96I1tZWhKH+3R00aBBWrVqlnVu1apVIC8//rlq1SlMorVq1CrvvvruzLy0tLbniHblgddFKIM/vKI0EKvM7yW4zNRaOeT7xW3WsI9SXCWLBUA2l2QhOxjiIGPv9qeOWSqi4yR3CZZjOOnm7kmzirkcuRYrbbofyXmykj0IYyfrtGy+ysazPJqOsaD9NsVVkDaArmDjZ4wzAXHYjtqs3cNPgSZ5UeJKnw2AoIggBoaYkMoQ5wS8TBJm70yRk3woplCbbLwN1l7e9BJKecparaVQQRIRJpYF44o44voKWTYvv6EqSJwCTbkZxvW0RBSUEVbBUutW4XpVYCox22S4yS/MuxstChliHlulE9CzvJJ8voNj3R6p3ckzyrT7juttceh3JeDxJdBRJlQO0pLEvWIRm/ICGDh2Kxx9/vHg/PHoMsnb6bIS+vJ67e9ZSxwtCAu27nQi8jxpsUwAeKNnsg+rexe6hRJaojFhCgWq7CRAxZkcofLjDMXfV5W5aTQTM9iuPohY/piDgyQooajVWMf8Ni80CQ8kTUbYZkBcyDo/iukVC1CzB9nXbb450dlet+I7S+6DEY3MF+RcxfRS3Bemq5Xb1YoUbmCRqR+DlQpd3Q9v/+c9/Hi+88IJ27qSTTsKIESNw4YUXJggeABg9ejQWL16spVlftGgRRo8eDQAYNmwYBg0ahMWLFwtSZ+3atXj66acxadKkDruXbNRj/pGi6snRZi6yOG2ul/Y7c6S6bg9c5SUho5BFiX6nkzuiLsW+6PU41FWUgBJWlyB3XH0EnM+TxP0CAKoSUnUjLWyED18XpYzxBllUXv1ikGyxqkatr6xSqVCZzlZueuSGJ3m6ECLLCY3YxNrqvhMIuToVpFBNKa9Pws0Jvz7hk4aVyfZrzJgak3etfOwyABGDR+k/taR1FS0EIv6AqSSitJZoj1A9u5VNeqi6U/GMWpLcIagEECRPSJhEPwwpSLwpQAlz6aKUvV+l7Gnz7FucLiGiH6zXpPCgb0eqi0PqLktk/OUT9OQCIVdmLHPxSNzlkp9x0m1A351RIQlOPwB4eHBku2wBir2N1Scgcdy1hLFOt01igi3cfWty7Clh10ybwOy5nEowNQ+zR3kDMGsBjgXRwvsPsRg3Y7GFBHHAZaboCQkRSp4wjDcFKFCjQMTduShFJGK+xfUqRI8Km6o065kFhqJH2G0q06cLsofEdjvjOelZsTjChM1Pt/+6q65rEm+Pr2GigQkfDw19+/bVUrwDwOabb46tt95anD/++OOx7bbbitTxZ599NsaOHYvrrrsOBx98MO6991785S9/wW233QaA/S7OOeccXH311Rg+fDiGDRuGSy+9FEOGDMHEiRM79f4kOm6DKRHD0GIXci+Kc27iJmLk5CV4lL6lkiBOd9Ok2ib13syYO2o/Y5JIJZL1ZDIm+NomitU8MVlBLMRR4t5cyqj4j43sEX9zqnmoMQe3wqHMzVAJlYnzY3X1shA9soBFzdPd5+ZeyZMKT/J0CiRJwH94+VKp28HqUK+twS5Aj69XdnSdGT94nADEaXfjiapM3R5ok1VRbwoCBLECJ/+OL5/Ei9di91aGqw7A7FSF8EwqEARPsxKAEwCqEYlDELFhI4wg3LoCwnd03QOYGgOoHpAxbeyBskU8HksKdvWvRJggaWyTdHcMCJdsOXmtmTo9OSB1oYoHKB94ubsPch7dEkV22JjN5wXZZFqNx6YSL267HEKNk2ML+ivaI6HFPjG3Yj3DliTsTXKDg6dSN8kg132yv9KG16h02WJ9Y4qdSiAJnuZQuuxykidiwddAIhaLLaKUKX0inXRW4/GIpQ2BMn2WD4k/4wjJIMoqWZPmIk1hEudSgcP+5rD9jnHDjiRRr8XjUXfZszYJSuw2d0qMhtKBl73tB4AVK1YgCORnv88++2DevHm45JJLcPHFF2P48OFYsGCBRhZdcMEFWLduHU477TS8//77+OxnP4uFCxd2XtwfzXglv7embS31HcycG+QgQRJ1FiER0lTTBX5bWW5IosIUcscsnxZQ2UnuqOpzSzcRiHGJT80JjeR6h7jmd277JR6dQvawPqvzXAvRY95zXoWVzQ1MraMg0ZOq+E1shusbq50WHycjkHbHNk1BSxA2WarMTQWe5Ok0BBCSEgHdZUufVNvZ4ITk3pTQK0SNrSw3trwOZoTssv0scKKCUjbhzbPENxcO6m4vz6wFMAIGACLlZlWlDUuDS0TgZU7wMCUPRRhP9EkABJSwnVwAG/kCIWIuWzyvGKuf7+jytgF1Emjbcc2jZOL3nQV1km+DXocqr8+5CwxADZasZtbKht1VqyGyanF0UkweD4+ORwigpthqNh5Ix6M4S6PDVRdQ7AkCUKraCsOGOZScIviyNubYArfbwWygDhYkuoaIRMK0ylhsvF2jHgKoS/gAqosuI/dZpi2gQqggeWoUInp+W8RUnEzRQ7W6eBvtQZZiKYqVs+qYadvYKRLXR7hgK25aJhLudlSZg5ixLXK7kDSgiqeT3LU2FTz22GOprwHgyCOPxJFHHumsgxCCK6+8EldeeWWde9d+2OYlWQto1+K0Qxat5mJfS8hhJ3hcmwJpczDnRkLGhl8quaOUt8XykeuMEDZyxx0sPhJjDhUETE1R9Shkj6Vvuv0KlfNxlxWyJ4voEc/A8pys6hjzdRbRU2cUInNSYvN0etDkesAreVLhSZ4uRj6XLQY22a6BS+7NAJqFIOrIuIyEnTIRClwDjO1a4bbFJud895b9nxE8/D0GKlLl6mly8/TL1n65Z1K/4NdJAtDlcpW3zTyuXu7CJNGfLkFZY99DGH2PRoLpsgUkf0OM6AGg2Ws+ZhSFTtYo6hAi7URekiErK1c94FamQgTRrxCp+gkJRUVR5QBAjQBEyZLFxwlKmTJUvVZFQGKSyII8gaXrDfWZJjNipZdJ22AoMhY29OS/h0zYPWwwVW351ZGlUMSVKQ2pBIIkeJKbcrAv0rPmMWnuWYmTpn1JqrtdBA/hGXwRgJCmBLljI6V5NkmxCUyrbFyiQpQCHp9Hz7xlU8aYY5i6YRKPu6lED7tfMwB10v7Zngcnh9xESl1AlLlDoo92NY9ONKV/V4op07rY9nqSJxWe5OkQpEzAlADMrh9Sdmwd5VpQyHS6bvVPfHGMpGyfOmWQsg6dfMrvXib7ylLKAkhI3QFdFi/OxbF1ZHwcpqeRKXQZyVOJgy43ESbj5xP3kAJtily/EhDUKI2VQPHeuMNIBYRda3PXoha5ftp9q+VU1yk++OUP5KwYdQuxkxw4ZbtALTHQZ8vz1f46Uqc3CkqTPPXvikcPhDWlbrqNyOOyxW0/AVFSqUcAlf5FaXHVeB2gdqLHei0AHnxZ9FUL3itVRInyCGI1TVvhTQI96DL/y9SWquqG2/0wYAqd5oBqQfcjyqf6TPNfjU0DARtDCGGp1dWPjCjt1ygfa1y7+3lSyFvKKSoeSiMEyoJHLcfd5RjkX/X7ogbczxWLLS6fTJ2eRvBHHbLzXHd0UnYtj+6L9s5Z2qNatrVtT3mdVO+Ia7OyUiXm8Fxtk3MDVbMB1u1NcHtgxt/h/WMETyWemzYlyB3VzqlhBcT/CbePlSTRE5/jpIU5dsp6arATPZz3yCB6KGV1KIOD1Prrz9YGPROYRR2UAtv3JDOAMyBsdILoyVuPWqVV+ZX92+myNYEneVLhSZ4Ohs4AGz88bgTEZD0PccLcu+Q+ZIG+EFO2D60/WQsFXgdvWI3NIF6TCKSEukjNqhUQSaqod8l7TOJd3DCQGbWYuxaNYzOwXV2AxeRBANQoRY0SofQRBA9kzhLuqqW2nccoquRVHrh2uomQuCrXahP9mnItUcpkfWccA1LaxF5r2wC1TTz0fnWFwaeR9831aBSodtY1IbST8jq4modNSkFrhk2S8dis2ZpIAEID8R6jPJT4PmlkhRKXR3UjVuPS8L95CG8qrjTJZ11N41LW8FLSVVch9/kRK3YojYn9gNmitoigRijCIF4gRLI+V9BlE6znaqwc/dkFCCxBl2viWo0sV3dgM+Kp2V6bLs8uSCKOE/yGIqisetOKbFKzo0CjciOON/2bAnQ7alvMZi2enSmnncin4kn7VjqVITaCJ6Nd18Je1huI6xJ9ziR3ckAQPEEmwePamLTaODZgSVtLApiubURRwubJTqxtmJNAIXoMWOPs5IP+nPOM89nflSKxfQSMpCdlM215dF80gI+FG9/97nfBo/inYf78+RgxYgR69eqF3XbbDb/97W+19ymlmD59OgYPHozevXtj/PjxePXVVzuw5zqK+NGmBce1T+b4xK2mES6ynRRlj0L02NJsS59/PVhalu9/GmwpdAOa/2vISZgA7BlWAh6XgYpJfkvAjiYSEz+BTLHbFMjMLGpmlTSwlO32TDHyuWVL+PXPR78+LUOK9my156z4HWeQPTKwdnLikFVOxOEwFgkS7ZQt1wssKmzxw6PhsKnYfoYstVzWd1AlDgIxcaOgGnEAuO2wNaNJQiliKeewebZgwKYbUxrxHaGWIIZMokUNhKye40oebs8rhEqSPwBa4r/NYkyI1Z7xWMHVPGq6dtFnnnXL2XMIFVNeaBm1oH9esl07wa+NlUYwUKeLrrH5YsIk5/XvhiMenPiOuu7bnFPAomzrQHjb76GAGv+yrtOhkwgacn6nk/VGypEfejYvnnc2bT3BlR3m99zRtoPgMeN9iXtQVTzyYlZWxNpRs/4lFTw2ZNtT91iieTNAKiXthwpT4WTMu9XPMM1eiDEjz4ZweZuTjAVUjlDviA3YLlX2l7X9PcT+NyzJ88wzz+AnP/kJRo0alXrdk08+ia9+9as4+eST8dxzz2HixImYOHEiXnzxRXHN9773PfzoRz/Crbfeiqeffhqbb745JkyYgA0bNnT0bQhoRlgdKLg/K9WJFttEEFAmdmrwMmNCZ5XQKyx6u+KviG7LxX+9YjDwISwAidU67mtDEWiTyfWbCGJSh0/2aTzZZ395UE4h8yeyHRu40iewXFAmJkNaEOY8n4Vr0p420dfbsgVMZQOyq73EOcWQy4VCgxA8QDzG0+JHz7D13Qabmu1nSFfNuQlUBjFh1n5n6XbXJOX1sSNu1vI7D+J/auBm4dKjuBoxEqJmJbjVLFMqKE2S/FrbYk1DtHOclOFLHGnHJcHTRKDZfD4OsMyLVLr3Bnbljq1tE1rqeK5Csigw85RjbZVdAKmBRdPdrTSCX0xsjTkEbApSu/tHEg0wjSxj93uIXH9Tgh6PpSM+P11Nw2FT09jgJncsbWScsxE87HWQPBJ9lP1h/7E8KwvBY9qSpMuoWYfaNxsxlA3bBrO9KbNehdjhRI+ilEwjuvWKjedQhpxWiB6NiBPPvcwaKUkMWome7uBO24Hgj6DM0RPQAKNzEh988AGOPfZY3H777dhyyy1Tr505cyYOPPBAnH/++dhll11w1VVXYY899sCNN94IgO3k3nDDDbjkkktw6KGHYtSoUbjzzjvx1ltvYcGCBc56W1tbsXbtWu3oHJQP6kgdbH2+eC952+3cr4xKtKgEEHsdu24BsesWFUeFyECcBIwM4ju3aspcjrwkharmKZIanl2fPuhwxVRqHVyWawym2WqcdKQFbaaqRewh7LdH16Bn2/58v9VkbAC7ijOrDnXC6FYAuciLqJT9E/9vx8ZAoNhyGZMNVtsfgL+HhHInO8C/4z6MGGt5ESmLD9sMkxC7WpRBfdbtHIOLLGJcrgweHg2FeqzY9DoSqmeHa7p5vayrmD22wkxq4Zrnmee1eDJZv197nQmCx6biQT63T6FiNAiYiFat5wVRoyhz0sc3vuFA2bhEq1CVPeZhg7kRz8h3dcBI6EqNCjpyo1NR62Z8nglVF7K+q90cZQn+HkLyNyTJM3nyZBx88MEYP3585rVLlixJXDdhwgQsWbIEAPDGG29g5cqV2jX9+/fH3nvvLa6xYcaMGejfv784hg4dWuAO2I/R/GG5DUa68bJDIRsshjdNti9SGgq2OZ2td6l/dMMpjbBt8k+hvm/bPc5wmVLeDxDH4wmIdNWK5fvCVSugaAnjvwFFJZbuV+KMLJWA7dja2jVtdVbf0gYfu7RfPossP+Ws+s2fMNG+Fyk7RjljOjjJP1Xu3wgqHoARUKUMfc8w9t0B3d/2pyFDzWNA3xUNEyocG1yuREKNA1W9wdp22RdOONh2d01brtqawFCFaGUVcqgo0SPUPCLgPtFctlpUmx//bY5tfyUeHwJIwkerM0f7anICWwwiErspqPfPYxDpCwydsDFjsbmIHk1JqbhCOPurtacvOtWd93wZOhtYxQOUn+T7TYtuB7eapz1Ej1LWqnpJLpydfTLrStSX8ZvhMvbUOVagHDCu0xf36dmz3HN67V5Ugke7J3Oj0bQlSYIlolVxUBohiqqIomr8flWWyesWq7ngcO8CTvZEGuGTPPTnIZ9X/GwTn4X53I3PIAfR4yJY8s2jJdGTm6jpBLfZLl0DeJInFQ0XePnee+/Fs88+i2eeeSbX9StXrsTAgQO1cwMHDsTKlSvF+/yc6xobpk2bhqlTp4rXa9euLTzZtwW5YkEvA9h2DQgi8FSBIPbFNwueyYMvE+1nrhpG2+RPDThGSABKAkCJF6D+5QgQaBNaHshT9jvbCGtSdcpTxVsk/sTuHqVfE/+Nn05TQNAUT+Sb48l9SCiaiMzGRUDQFIWoxuROGECYcZZWl2XesrZF+XOw9ytPLB5+36bSKo3YSbZj7gwpMZIypP5isLS4ibna1D9X+w5O7gl+Z02kfXatbo1Nyfa7kbT9QGz/aWQlcfTMigEbJ7gh5L9vYrf7BMzY8ff4T5GNHbYsJHqbemwGfm1yV9a6jkixD9zlldeUFwGRRA0/mhSCpzmIEACoUoAEBBFlwaY3BAQhpQgDIIi7y7Nw5QHvY0QiRMqmRl7XBDlORNoYrNpgV8w3c7Gjut+529PHXLbYMV212osGIXiA8hN2b/s3MehzpOS5DOTMaqVldbIRPImgve7ysg7b2GBT8Zi/u7icEZQYPOiu0n7+xbgkd2T/IvtcTnP75PcTid+WGKpsIQAc6k4zdqXdfZTfN7tP1TWNgN035deZCQts9o+fo5G4lua2cfZxvShSE/UIRODPO2+Q8fIdsnxfGowYL+t61VPctRqK5HnzzTdx9tlnY9GiRejVq1eX9qWlpQUtLS0d2EIAllnL/YORk0iFmFFJGlE0gppO1wZGDvHsK6rhCmJDwduz9TQAJSGIw7eYT0T5jmV74/3weDiuyb8p1Q8J4kDLFBUSxcoePmyyvrQEFG2USfcrcWauPAS3Su6o/zdjS7gWOiaSclE9JgPvb6Q8Wx0se5k50c+K6yCJGtluWh/tfU2iYVQ8gCd5ujF6nO1XFwM5DJG093wyzybdfHMgT3k27w30sSNlx5SQAAEFIki1ISUB9ExRiO1+LdP+UdQAKm1bRCLrby8tJg57n9v/OLBywFU7EVqCiLnvUoIalVkVmwJgYyTTrrfDK9rep9Q4Hfx51YzFCk/rG2h23G1zZeZKleB3B+qX8fKE7SdyZ18l7qztOtwzGorc4eghu7IeDNri1mlDi5M7vO4k3ARNor0UgsdVNi31dT4o6wSxkQzwFN56Y+nzRABJcgcQRIoajzGZwly5fQe5Y7dvtZRrVGWUeo/8eQEgMTGjknSUf0dqOuEDODdU2JtJsscF63fFyGhVFHrGt3JEj6tezUXbVS5rPtLO+/PoXDQUybN06VKsXr0ae+yxhzhXq9Xwhz/8ATfeeCNaW1sRhvrO46BBg7Bq1Srt3KpVqzBo0CDxPj83ePBg7Zrdd9+9g+4kHdqPTbDtKlGTJ5U6tMk+Q00Yd1fwZUESCbInKeXmsO0sWgOzkXyDkiAPCN/FzT+YqQZJyPUDZaJPgJaQu2oxoieifJwJsDGgaKExwUO4yNLurgWkk0zmPcld8sh4NkpWFZrlU2y7Z2Wy7lDiqH9tfbO5Y0jDnjPtO1+YUOU7W2hXqHNQNoW6Z3m6Hj3F9ltBhaECYjWnKxaOJGgsk2IiZe5uJWe8sCcBEFU1YiaLqJZERgTucmqmQ2c2K931yJZhMc/PlrtVSVctRuazgPsRmkis5IkVOm1RgCplqdSbCEVTQOKA+xQBYb/6IuaC3V1NqphQ08gdk+iJ4o0A1aWN7XAnVTmBhazhSO5iS2LGfq0cl6w74MbOu50kas82Z312tYugbAp1v1jpvkgQPUC+nbtERbp6B1DmSLmTS5i/MQu5k0au0AgJ4qIMYjWPc45nDV6s90PLpGcqmxQ1UTIJQKDZDm0T2mgjC2m/ZrEO0NoP+ZuiBq1t0RlO+LDU6ayMvuktG3LYMdV+G8RJOiyEW6J9WX828acTPXboaqdMoifv78dC9BR7FnUED9NQplwPQENtyXz+85/HCy+8gGXLlonj05/+NI499lgsW7YsMckHgNGjR2Px4sXauUWLFmH06NEAgGHDhmHQoEHaNWvXrsXTTz8truk6ZKspbLAHyVV+uBllM4P7OnZ1ScrEsCiKEB42VypAia8AgChBl9kRseCbgTxHwIghNfhyHtTzR6JlVoGU6xMSWhdEVpR59jmft+62Z8vI1cAoHZehqzvu4W1/MsBtgpzV4mip7Az/rbrLusDTsJvt6EeoTe55/dJdK5kOPS+KuGppfYx7whU9auBl1fbz85wgIkAcYsGUuHcstLgUyoKJIKnA5M+66BwgH9RyOUl+Z3kXumDM8DEZPIBiCzcltoxTkcH/6yB40svZCJ7AcqDcnM4FM3Ybf51BMunKPd3LgIBAZnhU4nlqdUZK2SpAq6C0Ld7grMn/K/+sXdEIGvNQVYnKfZGKcsRjFkisfAwAEnLDL+qW7l1p9srxWRX5vCzfyVQyRKnfFkRZRxfOzzsh1k8u2L4meY8egIZS8vTt2xcjR47Uzm2++ebYeuutxfnjjz8e2267LWbMmAEAOPvsszF27Fhcd911OPjgg3HvvffiL3/5C2677TYAbDJ3zjnn4Oqrr8bw4cMxbNgwXHrppRgyZAgmTpxYt74LRjSv/N5U8/A6xE5sCO7Xap/QhQCqceNsJ1iw6KpMkiR3GFmTPCVuLGN0yPZF2wkFEEcN+q4hQ4TISVqkTV6zghzz9zlRw4IoU+Gu1RJGaA5qCAP2bDfW2N8NURCn0eWLAf1jskkXAxDUHMZYy5TieN+EHszO/mzS5Pr6wMAGr/TdXw4ZD0JMPMQgYiMMDXmt2q5NxWP6ggt0shX17lrdFt3Z9ueBO4ZDnrKB8psM2SYaVBUnW6wn7D8i8fvm7lr8/5Sav/vsjQHh6hVRqRpyZNgKEIKSCBFtk/cdj0eURqDETQxRSlNdtgIiY6tVCI3dtSK0hBFawprYZAwiiraAoIkSVAhFhZBEhi2AmQxXJi32ZLgGh4+R+VWZnACLxNgaE+ekSSH5Q23zRYtTwcsou85ZWRUF+Qa1LNvN1QMu28qrmcNsrloNCh+Tx4Mjaw5uLLpNe+yKw1MMLoKnHRAuRq75o6H4yEtE2FyzADtZlVZvWvwekzBzPhPmbsvWI4GoR7qJmfdus2Nc3cLXLFw9GSbuMc3VyU6251Ap2ohG8Z10z/2THYjvTZBvZRWSBdQ8OdevjYSyCv5yqv/uh4YiefJgxYoVCAL5I9lnn30wb948XHLJJbj44osxfPhwLFiwQFswXHDBBVi3bh1OO+00vP/++/jsZz+LhQsXdnDsB8uPWTVEQp7p+uHaXbasQThFe5JEsEnvRVweh2w/Ta7P4/KYUCfuAJfiByDGLqEavyG03RcTrCfOR4YxYn1hcn3ussUyazGpfnNQQ0tYQ0j0H3BzEKCJMNl+GE/2E/cCCvMBqMGX5XX65xUhQpAsKu6bLw7U58DqlvF40gIgy8UBR5Aoq2XVssTU0Yka+wTfJIZsLmIJ8DoUoqfL0jOWJnl6hrHv7ug+tj8dmgybx2XTXHYDwAiKTIyJq6wn/r1RFnyZxLbGdCPi51SyR0467UQNQchsGlXJ/bhPVBIJ3HWJBRduSr13dRzgf11KTRt44GUCKjIrMrvPbH9zGIm7JQRoiyJUKUFTEMSqTqkCMhFRpgxVX5vWL4pJG5Et0rD5ZmYx9b5lAHwqyJr8gZulG4eeKc3elt4uf766iqe4GkhXkjVUGl5P8niosLlv5VBU2Bb8xd3S3QSPPWuqbQ2gvmcjI/T3zbbdMNpxETxqnzNImUQ9sVpHlg2VOpTsvs75Zy224HEiGhKBUL4JjpjoUcZGJbaYCubyzNZRPHEJEeSRgZQYPUmyh5Mmrs1NBwyiRwoD3G2LPiDNdasAcbQpoqwqp5vsX7QXDU/yPPbYY6mvAeDII4/EkUce6ayDEIIrr7wSV155ZZ17lw13cCubgYhigiQ2AnwSaah5ZMYUfoIriICsiJLaJD/RT9aHtLJ6ppVqXJaTCultq8GEVeLDhJ3s0c0Y4XEZ+E5urOJpCdlEPwziumOxU1OVCiVPhUipP4vfIB9IRBkJ5OqTHoOiqJuCsrPqiJnhgvR1zr8wYH00MrOIZ+tYjGjXG39NFY9BWnp41BPd3fanIX2RnKX0i68hUAYBndh3BcBXiWFKZXmpxtRtOEEoCH5h+wkRiwJNxUkYCRKSdKJHJXjkOSo4WpVooUiu35ntl5m1WMp0bvtrCAhFRBm1VQ0DtEVBHJRfT59eBFQZr2wZFU3VqtT+cOWPDLpMQREI1weVsLdlnUwG6mfPwKLgobrttsZiy0UscXLfbtPNmBgNRfZ4eKhIS2ziInhyqnjyxI1R63H/7tLmTsZYkJg7Jm1Dbjg35cw5XtqmoCQdxJgAGZyZxBvJhFTAiR25qWlugnObVUGEKsRahhJQUpNET4byRt8Q4bEyGeHDySM19pBeZ9bY6/qsONlld/9LKmUKKnoSMZs6cL7d3dQ8FOXI+h4ybDU8ybOpw5lSXRimlLIkYGX5xFxR1RDx166akVlWgsQPuliAYG7g85WhOVjrRBnTYBL9/0zZQ+PdXYowiISSJwwoKjRSYvNAd80tibyp08X1Vjc4PuClx+OxBtHOnICYk/T0yYArA4JzIpNbCtyJllTxsffw6HR04uTINeFUA8Fnl2GKocyAy/HGgK4YVFWCui2MUBOKFha/QY5jIgh9xnhBKdXIHVVlycl5HkCZ2f9I2P4AACEUlLLRtRLImDzsLwExlJ4mueTsl7JRkT/ukaLiFGXSg1Or5eIeInuxaMKdVIFDdwW0dUL/TjdasH0BSktO2v140RNRX2LSMbfKcKvMVx9/bSg/jPrV63LBOr8zlTumvVHXIzXnGCTmtoSHFGgCIQECUoGqQmdt6faH29UAzCYz1+SqULoSvjGhmaEQJsHDxyqRFAWRMGU0HkoIjfT7b+/aJCW+k6ZsUogeygm1RNtynGUF60T05A3AXLA+8bLRFJ4enuTpUrjkfiWMjSiquk9pZEiYobRhKpO0YJ+IDaYkiJQ2jfZZjfaYDer5vOSQCTax59m1eEyGGporbDe3EkaifxFFnFo9iIkeIib76t0DbBijcj2RCm2i74qNoDzTIguD5PVquVD7HDRXLevzrBfrn51RSw+aZzvfcaC0nKDI80Ie9Uf2hFsQ/IrLFiV6XLZkGa7iZDJ0Eu+csjGjBj6kC0UeiUl9ZTLNSJs4jg8ouIuX3o4+cdZdQ0NQWtVUfzzuTNod6+NEDZQwF7M02xBR3XYQwiwQc9WCUPE0BZGw/WFAUYuYVWzhSp44zXoA3VVX1h2rUsREXe13rDQiuj03ERifl3Rhk6Q7BRV2OwgqEPF4+POmug1Xs9XI4Kf8WdhVOdq4ofZVLNzCxLiht9f91Dk08hxPT0NZwtH23S6i4knPZGRX8STqMOd1gnDQFSGyT5LoEW0kfttA+rij2wTrc4iJGfZ/6QaVdDPjrlBJmOqdgFRASEXaPVJx1BmPWyRCFEEQPYCamp3bU5r49LX4c+J+4v/Hc3oX0aO7TgFQCCInLHPzLLuZP3ZrnolsfV20umtsHh+TJx2e5OlQ5GDWSaD4ifIJXQhJuoAZHcNlS4JP3GrahJ3/PE1DpU3YDdl+1o5ugACRFgsgAGgVIHHw5RTDpLoDSB/XWiaZElE5PVYvJvFubkWNyxBGaA5raGqqoRLWQKl0QGup1rChFqIpsMv2OaeeZ3JrU/GwWEMpZcTz4QSeQdQoE3aXqgZGQNK0mAyaG4WIAyF9q9MCdoodYJdkvyQB2eHwGVM8Gh1i0pkm++aWRMZlU20DI2xCcxONvY90JQ+hfJc1AI/po5Z1Qab4DuLNCWnTVHVOFmmvuulGqIHHXFNFeDwQsto3U2nDs2oxNyxp+1uaqyCEIowCBISiuRaiJarFsdgowsA+5NiCL7PMY4orr+JmZsZWcyFhi+M5gTr+2sgaLbgzt98BX3SlkDtitLS5eWXFAVIUwaxCrXzDqngAb/d7GDqE4NEg5+7pc0KHvct0vVfKJl6bRj3p4qORPbwOjegB5NpD6aOD4FGzOLnInXwInARPoBA9toyCYuwQax1+XRCLdyJQddAT95wcJ811F1HWUGyt1Zab6EnCtjFv/47YXFp1oidNzWNHvdQymfV0F6InXayaXq4HwJM8HQHjx5GUwlmMr1oc6m6uer0En+gnXXJC8f9EAE5DzSN3dLmh5OqTWGlDKvq1Rvu8r9Amsbqax3p/GYSQvQxFRCAWBTJ1Lo3VPGw3t6mphqZKDZWKrD+iRLzPU+qy/uvySm5uzf+LelRDrZBW6vNhz9wMOl2zTLrlTqxNrm8GQWYDgBpTIa90P0lImdJWV9umlNcegK+BLKUPvOzRUEgh+TUVp0rSE0HWW+0+USTotKZsEnAZWwQR2yDNBYtPxikR9hvQiR6xM4oQhEQISAVBUAFqQTy+1RBFVetEOEpxZzVjsmkjWEzm8J+x+pPmfwOixOSJ7Ton95uaeHYtpoRqrtawsRaw60ggyP0Aep28Tftyjwrbz1WoWbHYIjWrFpRNkJioFwufHG63RSb0JqHEpf1mLDbT9hdy0XYpkAF02XjgAy/3GNST4EmHzQa7vt82FY/SduL3Yip4IOYhmnIxoawwFdLK/D6h7Mkmd0QbwsUqQ+lnUxnSSKuH2TaePZCNGZzQZkSPTiBJMhvSAFOAkzxinUOC+BmxTUgev1SPUafMbzWlEH8dS/5IE1xEj3iW4qNUn4ODmFOerZ55lsT1QbvOjAPEP0fxGXbRRmqSPIw73sBkD41ShqOMcj0BnuTpcKSpeWKjk1DzJOFKp86IGqIw3DLriVae1jTjat/RtbetBoRU071qQUBFO1Esi5Tt2e6DlUr/ldFYqs8n2WFseAS/z5U8McnTHDKCp6m5hrASyTooQfPGmASKgy/rKh6IHduIEK0tGyLln35vtezJc8zWq2oqwKGs0RZf6sCfviNLje+Anl3FXYbB2M21wlWH4arVyeRJWWPvJ/oeXQKVoCEkEW9ATKKJviiXsRA4ya9OOGtIi8mm221G1rAJp9sNSbpqhfHfJlDaJvqnpRYn6bHKmF1ibkwRiRBRUVpeA/YIuKuWTDDA/5DY7Va66jZXqozcb4pAAgoasYsrG2toDkO2IRDIgPt6nwBKdKWoTjJRROp9ZqqV9GdAaYSIKmSYuqPNXbXEpom5iFKRzKqoP1fLWMNhce+1x9Qw3EZcwfZTiZ7OR2l3LY/uD9sCNOfcI5swKvEdT12g6ySBLaW3s2/mPWmkT4orl6VurY0MgsduJ9LsvLLOsLlOidtRbV3Net7ZBz5OWtQ8aj3pm6DmJrlSNt5oT5BlQJIwo5bPzPxOEkmaaJ+rKxCzSfa0y9YWL5sQJjSyqscreVLhSZ6Ogu1HYZXjuYkd4YdrulyZu7kJsNgMQk5PImViF7p37QxFjhpjgRE9kWjf1tes3UCbIY8Iz0CS/YtTpfOEMBtPCGXy/CAOuBxGCAKKsImCRkAQUgRBxK6JgzOrQTiV3ieUO9Y+JIgdXS3lKiPdoABn9H5rdhVz0CvG8KsxHSTcaX5daGipPod31/LYJMAJHDe0DIskAGiSWICD6AHSFYA2FZCqTuQbA9yumLHGsmyiTl7LcqpLrvkrNt11AWYJCZjtD0LKbH8YIagAUZUiiAjCgGq2n40bqiIzrp/KMUHsr1pd4WriHrJUlIL4Es+mxsg8g6jJ/CwKzEYl2WObF5hph21tpSBzd7kLZ80scFK5ch7dBol5iGvhqSyqzbJWxQVHztTrtrbT3b5cqhq5IZZK8Fh9c5XXJEn22PsCcV1egic3VIW5S50eq20S70GuPeR8Wdmo1AhrZUPbqeZh95i004Fw3WKeEuZGtTqOBbo6Sutvituf9r0wVECW76VZr06u5CPr3Eg3imkuW1aiB2g4sscredLhSZ5OQmb0cjFRZwMCpxy47FzUkzBaoZAxUlQB0NjOZfy4+USTBuAxFrIgJqR8F5hPGqk6UY8QQAYANaEuINIyVEl5PCN31NgNgFTxqEqeShih0hShqVcNQZPcAaYRYSqfOOtWSGiC4OH1E8eDiCznxWKFJCfI+uReuT7+fOQEP3QOpHqGLMn0qwsDvsMOAJHYXZftqTuyeYgaXeYvJw6sDrcSSKJrVDyiaa/k8WgoGDt0JoSah0GPC2Arpy8YtB1OjdS3uOvGxBCf2LK/8XhjEPyy/lBIa0Sw4BofM9R4PDlcmBSShFH7nDBRbLVC5nDOVtj++D3uqqu66VZCpuKptFCQkCIImTtZU1MVzdVQUXFSBESpP647FJNdNgIIJQ9icT2RGx+aW7J4tmbQZUliRVCfbbyYEsoo+X9tE0RVVsYbRkWIIT7WsL4RqIuv7GCiUW773TABmiMkiEkPDxs5kmvDqtD8JStelU29E59Pc9GyqUGUfrkyNuXpb16Y5D3frDRdtRLl4rFHqhch5lmcXFHrV0l/MQelsj32pk6ICfGlWFPIGKZEjJPutOfaJrm5UaLEyxHXJwgRi51MDdythDhIIUpcJGRdyJ2C83LrulUlezxJ3vDwJE9HwiXFS4AZpIQRMYxXPladB96MJ3sk+WNPZFqxyPbtabtZqu/IMtFMi7OTJB7yEjzyL9V0RXF/CMREvxKyCX2lJULYQhE0cfsToVKroSkmeUx3rYjGi4y4/iAmlAIQ56RR7tBmp1G3LZ5sMlZzkaCW54MJIUR+XoDx/E2VlDo4SlWZKx6PdTBVkbEwaJjJvodHAyI7LluARJYt8Rs2dyTV3UgmOScKGawR6VRXcgL8t8/JBsIUkmn7D7H6MyQVRGiL7VcFlG5kbkh8Qu4gesy4M5IYihCRSE7+KTQxHnfVUueRNJa7BwAqARTbH6HSEiFooQhCIKpRVAA0tUZo2liT5D70W+V112KCR0vbrvyfjW6MzGIxduzuyKqrFif6pT1mGzaB4a6lPmfQqlYbfw5sfLBvCJhxeNSyrOJsYkimW1egumo1sorHo2cir6IgjyrHglJZuFy/kxwEjy2WS7IDyYW1jCNjL5Ioz9syVDxpcBE8dkJCHbP4kBbpKqGEKEmdI6vurbI907WNX8sVNzyGKRP1VWNCm19njrcc0mVLZLuk6rzZppDKsnU6MaTdJ2hKX3SUn1MXI3jS1Dyp5GWjEDy2r0Xecj0AnuTpaJT2ZUw6ELll8EE8ySfCMLGJvmTJ02MzsDrSXK5UFzGZ9jUQBkKTW1rk/ib4dZGyMLCpZbjKpooIFeUaLq1Xd3QrlQhhc4SgBQialTraKMu4tTESgZpVxQ5vI0CESOm42R+++6xmktF2KsS9WVwnNJmJzJDiVPGY2VUAQBmMi2TWEosETvCYvtGahTQXCeouVQOreIDSqRQbZrDy2ERRRs0DQfLbXYOC2PWITdQp2K4kUcqkuRSJ80KZKXdPWR9qIKRFEDRUUx6yzCnapgA/SISI1hAmxhuesl3GtpHBifVIN1o8HFDUeLw0Ko1sqNj+5rCGSnMNYXOEsDe7JVJlrYUVNi6woPvueGyhouBhmb2kcpQ9mUgf4yAD7NtUPJzw4oRQRKvx5ykzzYSEByTlmydyvHZtDsiIdEkkdr4FVPVQoJxLKpJYAO+i9rDrCR4aUdAS0yxv+nsYUtxlshbVLoInEa8qUXEBgqcdrjBqXe7sWXnq4Rkczc1ZO8HD25ZjDwC0gXKbA2lzRCw4DYrdSyWTdDsj1Tyc6KmCoiJ5MEU9pPN8GfYqrkDUDyhkj9oBl4onfml55rrLYLHQCxIl7G2GoesW4RgcMDeCipTrCfAkT6chAhAq6hwzZXYspadcIigX+GaWLW6kknEZVGMrYweYv1++M8sXCCJ4s2CuXdJ91kYy8GPyWjXAMrtCmcrHzH6WvJ/1n6tsJAETgSoZVqjIqlVpihC2AEEvgDSxa4OIItwoJ/osI5ei5JF0TfxMdd9od7+kvNQ56VYILE648OfIn2GAOPCm4nahPheeXUW4eTlctZJtmxMLDteOTU0jhZLQCSLnQNmVllPl0Yqghxh7j0aE6n4VKPaHjRemu64JmX2kqkzUajHpk1RyCrtNOXHPd1Yjzf6YFo2QEISGjJiISQrKJ6wWWy6Uoo7YDHxCL0gevuiJJ+eqikcoe+K/AQECk9xvosz2txA2lDaxXlRamJKH2/5ACbDMVZxRvA/Dl0acTDLHhiLx48ysWmLMJk0A5EYJkFQ66c+QKXzNSbidqFfaEnMEkrjWtrhQy6jXNXxGRY54j6swvO3vNsi/EHUtnlV1m931KbVdi3qnFMFjq1urX2/DVo6XtfXbeS8JZV6Ky2eCAM4iXQIL0RPF5/WNyYSKXGsrpR2La5s4rxE9gU70sEKJNu2EuHmdku48Fwziz4HirljtsLmbOJthHbpylusJ8CRPJyIzLk9JCILAHLhoJMYNM7W3bmjTpZpmW5o9UnxZ80x+eV/M/5uqGTa5p+I9tkMciHMcfMIfEIogjEAqAAkJSHMARBSkQkEqYMGYgyiRWYX3IYoHJDUBfQiSah/L3K8Kc/HmDqTNBwXdxcvdH/NvsnxW37RyRYLvdTU27fHMo5FR54CEQtGTaIYTwjpBpO6ImjuXViVnAXsQIBDTYbWc6qYrYu5kqjj12DNyks/YFj7h5e/o7rvc3SDWpwTc9jM7T3igtiqz/UHIAi/L4MtGKMxYLRRQaJ+fLegyd8USRE/Oj9u2WSKIehdJb44tOePxxL2XiwZFvUkyFna8bLeEt/seALLDIgDiO54RUyQtkK5OzqQTPBLmb9o0IPWfZ5n3kEkWJ/pc0+aV0nZLNRKUWEAyWHEEiHFKDXAMYTddm6PWbF5Zgak1oodp/6WCNoQaBygbius0ihKAtouMdi3rBtu6sKNDIKQGIO9OKLu5202HuqLoRqu3bowsqZy6U2bIqTmTre5+ZjYHKpUmFkWO2q4q22dSbfv1qkEOYJswcqLHnYpX7Y8ZhJMj6SJFlUP3AQ4gJfthyHZzSTNAegUIegUgvUIELQHCFiCsRAiDCBUSicm+2gYl0nHA1XvZC2WX1vG8bFm4ZN/VSb590q66Bgif4YSCyt5HQN2ZjTKNuDaIazs0yYVhsnCSUOoqcHetwodfIHiUROYEKdducRAv4gnAA6SLcvbdRtN+2CfrqvuVewzgxIo1k4nSVkAqCAJ2EFIBTy9LaYQoagOlNWFD3Y+Du2q1oYY2QZxoxA7lKptYySn+L92phKsuz6jYYtr+AKSFIGihLBh/GImA+3LjI7bKSntq2naq9CEiXCWTPr4BQMTdebXxoSafIakIBWdgsecJ9SffgXe69jrcu8R3M3QuqNRMXNr3M2sB6lR8dg3K2v4GugWPDFgVHDmQtNGmkiRZj129E+iqOhIkF/AWWH8nCeKo3FLM5RKk99NQIBmxNBlqiYOKRB4RQKvxfD1im7oq6aIZSx63jNrJjFgFyuKSsSMgzcx9NWhGQFpASFM8vlRiEjwQ46JN1ajcDMQcVhn/KG3T7sft1qo/z9S22gP+vTGPlL4I6ANTu1Q66YmASPbRIODDZJmjCGbMmIG99toLffv2xYABAzBx4kS8/PLL2jUbNmzA5MmTsfXWW6NPnz44/PDDsWrVqjrebXF4kqezkJvosbHUWd/G2BCK+ClSup21+DZ3+PT4OjVj0ihdixLlqNqmG+ZkNEoJXswn4WwPtYoaqWm1M9crKdkPmiiCFjbJR0sFpCUEaSYIehGETeyaSqBn16LxTm4Vtbj+5Oek7iazfiVl+Fn3KnY0YM+SYp+ExwOREThZzcxltif/GkGXM4JvJu9DnRCky5+1wd6BTtktiEoeHh4dCapKzu0ECnuh22H1y2kNhK/ZjlCZKLLffyq5L0gDPnbwriaJHmnz1WxQuu3XFDmopdt1ZcOCU/cRVGKH22WgSllMnhrVnwAn9yvC9gNBSwDSEgrbH/QKEDSB2f6A2X5TxVNT6q9RSfjwp6j2Mopj68iAyrUU1wMeb0gZJxQbzBc7KlnHn51WDyhUgieb4K8Z3zEzDo/+OShPA9ruPFQVZ9o0sUEMqLf9PRMZcw4+78i7YBfXiYWsQe4kFuUBrCRNqpuWLEPi4Pe2fzrcv0FnOcs92GDOUymtgtIqEB88eyK43YMkeKjxj/eVPasKCGlBELQgDHqjEm4mjqZKHzRVNkNz/Lep0kd7Pww2Rxj0RhD0RhC0gJCWmPgJ00kHlWiijNhBfD/saFMOfRM18byJ/t2xfkYa4ZFX0eX6IJOkj/MzU9cpWURPBiGTICGLBDRvILKno/H4449j8uTJeOqpp7Bo0SK0tbXhgAMOwLp168Q15557Lh588EHMnz8fjz/+ON566y185Stf6cJee3etToF004rlhPy8RUafjM3DwSfuJiEUSCkiJaBCgiol5Wr2E04MsAl7BFCpLJEEkRsinoNCUqhpeFlPI8e9Kc9EDV4sJsYUfBM7EoNIhBqpoUqqQHyexru5PLtWGLAAm2EL28lFSwWkV4XN1qsRyEbKYjaEEcJYySOXQxQ1UkWNVAFakT2iZtjr+HoSgUZJlU3qfapGngfPJIE7FoOxIysCJ6e41am78OoCIc1FUPdLlsof0VV1VyNrx6oB5DBl2HlWsO5d8ehpKDHZURfuPIYBgWLDxc6kzJaYFoCZ22Eexw1E2hKbuxYUu8/Vn5y8AJjtIgGbIjDVSYQoJnsYQdEESluhK01tqqNQ+42pSs4oUKO1Uf4E4uuYra/SCAFhMePkMgKMsA8ihJWIxWHrFTC7XwmAagREFEGvGrP9gWL7CbNy/BFX4+cTUZZ4Poj/sng9OhXFdqkzbL5K9ERtii0P4p3rCgLSJMdihNpzM3eazcD3elZFSSLJz0C6apnqT5srRCIeD18Y5nVvyJFcwhU/pF6gEUoFXva2f9OEa84jv4exrSxSl/Z7KLo/btjfnIRT6d9M0exfAMyNCDMeTma4CaE4DGOVTpOi2JEKniBoSigY5ZjAxoUaNoKigihiMXYiVMGcddkPPRkTCBYbxO+Du5ABhfcac6cJL6uXMMu5vpPJ76vmbpVlgx33ke87Zq5D89XdWeiswMsLFy7UXs+ePRsDBgzA0qVLMWbMGKxZswZ33HEH5s2bh8997nMAgFmzZmGXXXbBU089hc985jPFO1kHeJKnTiikVIjJF5s7jN31R3cvSgv2q5ex7+aq7aiBOLmRMHdmbeUZScR3giEWFtlxarjh1a9NU9DwHdEqqWrZk7i7ViWsIWyKmFy/JQTpVQFpUUietghBS5UF6DQl+xSoooYqqgABaghBabN1MGCBN5Ud2ox71d/nk3h9N5ekSekVskcG0JQTd3md3P01lUPySRWTFau7uOm7x3Kw7aiYU7lRdnfWT/Q9OgUR0uOf8YlcTJqDAmCp1F2kuRrrgBCWZUtI1cFSq1OjvLoxQGi8mKdcpu/+AfHrQ1JBTSH4VYKHUpYWnSCKXZ+i+M4UexX3h2crZLZUd5tk5EusrkGs5KGhUNkEBCCgcdDlCKSJSBVPJQANI5CIgjS1IWiimu2XnwZFlbLE6AGlCEBRowQgigsXpJ5Uc9FVnpN6b5HigqxnYIzEYocHXeYuWy4IG06awNOnq8FLdfc63h85XvB4FCTFjmtjlKniie/OjRzGtrMWABGKL+A8uh2sc4zMBS63iTlhI0jaRfAY1Wtqm3T1h3URnvWbsjwL+7zM8kxUklgheEQdzufMSWSd4AmCZo3cCQXBbcxhlY3oKKqCkBARbWO9iOTISGkb+53TGtyfg2sNReT3QH3uxoZqJsrEUoqVnNlQyJyi31stRpIFGZnl7N8RiwghSwjQwYR+AhFhR5lyANauXaudbmlpQUtLS2bxNWvWAAC22morAMDSpUvR1taG8ePHi2tGjBiB7bffHkuWLOkykqd91srDDouMLe+XXo2Ro1fgJhX0MoHWlh7bJQ2crKFwRZxXdx7VtrMW9qZqRVsUZES3j5RJtky1LudzAYkpjDjwJioBEAbsb3yQCokVkHGQTks7av3sNU28b0P2c43voqDERC4kymrKI31wBqCmX0+kxzQk/ll9yz3B9/DwsE+sVJcow+7nsammojOt/iIwCfgA0n5LJaicpKtkRp6Miaxv0varGcA42SMpC2kF+UYAAQUBlUH3Q8oCLgcERNh8xfZXZHB+Vp63BTm6aAkLkv2VZJRCvDszG5rjGr8bM405gzk2qn858gUN1cfSfEGaWf/08c5OJspOZn3Gflrp0XHQXYMy4JpP2y7NxRLmXNDDPufPHc/HGr5BJZ2Kza2kS71F7szP2Qge3hYhAJFhIcyDbUKGsVKxhcXZCZoRBs0IgxZUghZU4v+HQQuagt7xOXY0Bb3RFPRGSNj7nAwKg2YRA46rR9Ncz+RzUg/bA4nsz0LAohKyuie1x9a5yqaovvJ87lnSlnbPyy397sK5vvpRFj0AYOjQoejfv784ZsyYkdlmFEU455xzsO+++2LkyJEAgJUrV6K5uRlbbLGFdu3AgQOxcuXKet92bnglT0fCZNzjCPDZ2awYW2pnRBmDnVTzyDS6rATfvY0njJbfoBpbgQiCqBp31UEoqbvAfKJPAsg4BXIS7FIcmcRTpExOI0oREKLJ5CMSoYY2hGhCVd1BJWAS/IDF4yFNBKSZKXnQ0gRQClKNQDdUETS1MZeuONOKaA+xuxbaQBCI/Vf1ffl/vpjh91q1PiP1+ekLpkB7blLRE0LLOKPGs6CRUNWkZVfR1TsyLoPwSVelsdoA5iDZcqh4UndAuNHvRClnaXctD4+6IV3aTMHTzLpUOYbLVixPB2Fp0YlQ+ujlgACgIXQ5m6E8IXoZNa4aMWyy6K8ydnCXrSCogESqu66qIORuuMl4NQECrT/8r+auRUlsMrh6h6KN1hCACHUNIG1/EEQsgyK3+72aYpI/VvI0Bwia2HUs4D53BYtj/oCiRpk7GIvJQxHFtksSTPpGg2o/VaInokmXqyiqxs80dtENWNBlvpttc9kVAU7FZ+22/Ym4b9pONe+bzY7z+1AznSm7uUosHr2ssYBN2PZA+dt5xrisu1YDeBl7lERnKIfrWX9+t6+kkkN3M4uvSVFmZKIEUet8FsIVtAKmHIwD9HOihlQQBi0suDJpQkC4u5a0nZTWmAKUBKjR+DwXEpEo3gjgGwuB9ZYzPyvbXNY6h9UVTHZ0EpGtqXmkTeX3mhqSIU3hZpmXS7VTtvttZ9v3NFBKQEsYf17mzTffRL9+/cT5PCqeyZMn48UXX8QTTzxRuN3Ohid56g2HVFJX18iJvi7DDwHUFAm+boDYRJydty++JTnECSUtLg8igEKZnMc+/7EMnxNEiYmjtjhgsXwC6IsEII5gLyaByUk+1LqVnV/pkCXoKXk9iVBFFVXSppAsckc2IGAkTzNAmgPmptVcAXo1M53nxipbADQztU8YsGDNAUGcxYWiSlj9hAaoQRI3tv6we5OLGf1z1sk73aXL3M2VQUz5czUJMlFWya6StTOr10HZ9Y4yKjEk3a6ylVk6ouRg2FWsflnhk5/oe3QIAqipWBHHHGNIkjWyDLuWgO3IUUIh4mUZsXmk661K1McTQ6ITuibpzifMhDQpdlu3y+JaEiKgAI1dTIOgSUzqOZmkkuBMVmmHIEAQoUbbhO2nFIgIS2fOgzAzTUwNEQLhugUQkWGLB10mTbHtb4rt/8Yq0Fxj55vZdSzdOpSYPIzgqaGGgBJUQVClREyKeGy4CHF2rUiSZs4A9mIsYxnERKShOCYFgSR6WEBrSfCLzQNzXDHcG4SCiuqfLbfj3FXLdIlwfyCsLHfHKBSLTUMXKngiWDeyMuFtf7dGsYVpO+oXcNntMhOPNCWHStZCbPbpUcnU+SGMcYb3WRIEWgwXB9Jj7rj7y4P4B0b8nVAhfDjBE5ImZgeV+48I22ioUYDHfguCCqJI2s4ajeJNZtYXoimP8vRVIcjU62yEVwGCp9NDFCgETWbb7f5duL7vjYOym7u8TL9+/TSSJwtTpkzBb37zG/zhD3/AdtttJ84PGjQIGzduxPvvv6+peVatWoVBgwYV72Cd0Nif3qYA5QdGYcrobN9MhSgwXaFSvsmCACCBYvT5Tp2+Q6vKzc3sLjL4cop7mDGBFJlBhNQ83QXLXBS4QGM1D0WEKm2NU+5SZTeXst3ckLKg+80B0BwyFU9TBWhpZv9vqYA0ERGAk0CR7IOihjbUaBtqpBrH3Un2SlBRVM+sZY+hFCVfUyWzVooah1/PA2/q2VXiHV1zF0Tpi22yr8dmsD1o22eg9lEGfRb3axlg0322Ox627JJ5Dw+PjoQ9ywqH/H3p9jip5LS586ixdtTxQw/GaxLS0nZLoj7SytnAM23pJD+7L5W8SZJE6lgRySxVkAH4BdFDlXg5NEIVEdpQRZVGUEKyCdsfNIGpeJpDpuRpihU9LU0sPlsTYWOEEZOnShmBVAVrg6rtx31gY5AaOyg7hbqu9uTPkrk6CHLfoeLRnr8yZpiqGpWUS4zVFrWoWlZtg3I7Lowg3xRwbyiIDYGsGBCdCG/3PToU2m8+5fevbLCpSKp4spZehquR1Y3XqEP9HSa+3HIHLJkNywKxllAORz85wcNtjSB6glitGAeZl3HIZDwyfmjnlbUFP89uT52PpkB7xvLQxzrl+abYueQzUjdJbFnQsvqUrCcJ5fvlGmtSMlsl+uwydEr2sETZzHVqY6h4OhOUUkyZMgUPPPAAHnnkEQwbNkx7f88990RTUxMWL14szr388stYsWIFRo8e3dndFfAkTyfB3A3I8ilWJ3Y64sW/MnHXd+tkOTVjCqAvDMy2RHuEaIaFTb1rcc2BUUZJv8szwVgWFCZMeX8UyzE1BY9Q0TBXLU7EVHlfCCNqWHatWMnTFDBShyt5mtmuLlPyBCBioh/XHUv2a6SKKjiJlEE8xc+DkzCJZ6k8o8REWpl4y0VScsDSFwfxDmumix97Wvb/W+5DIQDV62XAZQ5bu+oglMM/3jKYdAQolax+kcPDoz5wDKc8oH38O3H/XhT3msTusWpvFPLEIGukHQ+UMnZC2nQdBZBqvwlRJuNBRRDOopwgbdIzUAkyiFbB3XEZeS/dtni8nCoikf2QkzDsvikIAYIgjsXWHDJ739LMbH8Lt/8hSIUgCDjBz9214sxdiNBG2mKyR83yxWMDUeYuECtzIlpFmm0VqXs50RXbWf6sQx58OVbx8OcqP2mVvIE2ZqS5aump01VSP0nwqO58MtoRVVQ8rmlh4xrLMna/J9n+GTNmYK+99kLfvn0xYMAATJw4ES+//HJmufnz52PEiBHo1asXdtttN/z2t7/V3qeUYvr06Rg8eDB69+6N8ePH49VXX+2o2ygOZVMq89LEAtcokyB61KMcVLtt3/xL/hYLET0JRjOlvwlCxyREkodKIBPlXJKYcYNyAj3HcyRa39JgGxehndPqMTfUU+oECs5ltWfgWtflheXztpA9heJW5UJ9vu8dgbLz/qIk/+TJk3H33Xdj3rx56Nu3L1auXImVK1di/fr1AID+/fvj5JNPxtSpU/Hoo49i6dKlOOmkkzB69OguC7oMeJKnA6EyxRamNBW6mid/2axMHUgYUklKWCaQlh+zufvIWXxXe+p1OhmVbSh00icmVwwyiNVNWfcrARAEQBiyoyIPEjAPggBIZFiJlEWJGTg0iuM08D6o92fbTS8DW+BNG+zqH53w0+MyFNhpiHuS1lYxdIFpMcehvIff0fWoMxJpr4sSnCrJz2cxSNrvZLt5g+2mI02xogVfVpQlWdkVrfbLcj/STYq9X0VNvOYaRRZwn4JwkicgzOarfyvsLwu8Tx22X+qO1Axf6gSQEVDcpUq/RzW2hH180McIcxzUSDIrGZdnkaSSfhZ38RLfh2KqT6DLp5Le9qfi8ccfx+TJk/HUU09h0aJFaGtrwwEHHIB169Y5yzz55JP46le/ipNPPhnPPfccJk6ciIkTJ+LFF18U13zve9/Dj370I9x66614+umnsfnmm2PChAnYsGFDZ9yWBdxOKh+s8p1NV1TaiR5twexiB5Xz2S5E6QRIkuxJKk50FYmp+tFtgOh/mnzNQuykk0+6siabiGbjSQ1tiGhbnM+2lR20lZ2jbajSVlSjVrYBEFVRo9WEXRVtmG2lbp4kD13ZE1fJSW5C5DM2nmch9U7iucZvpTxXeUOu75NNjST7aVXmOPsoyySUSUVYkC6URfKYPGWOIrjllluwZs0ajBs3DoMHDxbHfffdJ665/vrrccghh+Dwww/HmDFjMGjQINx///31vuVC8CRPPWFLvWh7xFQZMJyTdiWDleGypapIkv77gWKY+LQ4/kt1YynrVwedADxtrHmdbENKzjVDZdkttkNR8YBL4e273BQRqkQOAHyHFeDxeCjCMA66XAkUFU8T0NLCpPtNTMkThBC7uXyyTyllrmDxIKMGAjV6HPdHJVUi5bnpUHd05Y6pIaN3/Pzk4iCmmzMGW71cTQ7o8Y6+vVxNEELaM9cGvVC7Xr+/WLkFxTc48f3vXPNSeje34PiUZ1d0w4YNmDx5Mrbeemv06dMHhx9+OFatWlW/m/VoWIhg57bJoAim7LL90q2ST7qEuN5FukBOViXprips1DhdBumQKKOTxpz0Vt1EudSeyfIriXZUVY8NjMyoChtZlc5SUj1DIVy1aqSKNrIRNRppc0mRWSskIE2Kkqe5if1tqrDzlSCOxybvncf8aSNtQilUjW1/TVEUSUcyJeZQit2XlFFNI8oCkR1GfYYO+8/Hassuv1lGVekKW0zM70NKG9qWprooAaxuuvFd2ib1yYVC59n/sra/6Nqku9r+hQsX4sQTT8Suu+6KT37yk5g9ezZWrFiBpUuXOsvMnDkTBx54IM4//3zssssuuOqqq7DHHnvgxhtvBMDmTjfccAMuueQSHHrooRg1ahTuvPNOvPXWW1iwYEEn3Vn94VL0JIijdkjCShPx7SDwi5BPLlInOQ9NhgEwCWuKGiJajefYVUbk0A3KwYietujDmPCpoha1okarTD0ZVbUNBH3tYhtj0zcaTLcvXf3KERgqGcdmjevzsJF0ifblOdc95BMFJAUFiX6mGbo0d9vu4NMaEdASR9G065RS63HiiSeKa3r16oWbbroJ7777LtatW4f777+/S+PxAJ7k6TwkVBV2wkUvkpT2yQC5SaJGZ7iTxItrp1UanhA8Jk8eNy8+USWxQRQLf6McMYyc6AufDEP2D4CWzjaKpfI8Jo8aGJn1gcaSfaLE45GTfDTH7lthAFJhqh9B8IgetCkxf/RMXyoSaXQtaiUT8lqqTLzlwKipeOL6xbMT9Ru7v4aLlxp3wz4AJq+Xbcrvkw6XKkxZoFoHgK4zKaVj8hRsJ8+u6LnnnosHH3wQ8+fPx+OPP4633noLX/nKV+p7wx4NB/sun9wZtMfYkQHwGWLChQTGBEwnUvR29YW9rMtO8jOi3k4GyPHCTtLIuAv6BF+4X0GmUrfVIdy1Ik6ryBKqm1QElvmwDRvRho0xCcPvN3bX4unTmyvS3nOiJ7b9pCkQMXkImKKHAizmT1x/NR6HIkXNE1GqjVMRbbM+e+3eBMGjE0KS4A819U/yuaiuwJJ8c2WplJ+XzMLo2lk3iThVpaCSMy51LmvTsJYkzb2r89BZMXk2Fdu/Zs0aAMBWW23lvGbJkiUYP368dm7ChAlYsmQJAOCNN97AypUrtWv69++PvffeW1xjorW1FWvXrtWOusFCyqguslkqHq2qPERPWjkFqe5VCYWJUq4woWNX87g2HWz9Ktamw4aBu+PGpE60MSZtWlGNPkRbtD5xbIw+QDVaj2qNva5GrahFrWyMiFU91FD12O+DQ73OElbBIHoYAuG2pcezLEjwOKA/W/0zT3/uyqavWaftu2UQPbmIopQYP5mG0ni/vm5i2Sg97+8G/FU94LNrdQoCaKQOKAgFKLGn0yWEZ0wJQQhAEcSR5PnEjxlT20SRGY0IJNaesAmcLr2ntAYtHgCtigkhJQGgSdN1A0lIwLKfJFh9do/aJJLo5fSUiXLCHNEaEm5SUOT0lE+wa4hC6a4VgJE2JCZ52K5tKCf4USRiM5DmEKTClD8iyTwFy9xC21CLWkEDu4uaupsrYy1U42cbP5OUSbj87ENt4m3//JTJOyhbHCq7uPqkXQYt1RcfkUNVprSRUBIEYmBz7v46lQSkYSb7nYGFCxdqr2fPno0BAwZg6dKlGDNmDNasWYM77rgD8+bNw+c+9zkAwKxZs7DLLrvgqaee6lL/XI/OhY3YAaWZtl+OAUFsryLoqdQhrlPLAgChgdYit8XcTtjiEwSogJI2rYyw/7EpCRAgAsDjyUhliZJhK2oTZSJEykaAbvukMqaGSHHDjShlZSkPilxDDaxfNdRQiyMvC3etCmVuulzF2RTbfgBoagNiJQ+psFhsnOBntp8yAom0ognNqMZqmAgUASXi/yxmEH8eVfBFg2nzVfUOJ7HERgeRadP5c2PPUypabbGMtPFC3RBQiBozHo9J7rCMNOr8Qy0T8YaUzSEHwc/boJIYkm10ffDlzsCmYPujKMI555yDfffdFyNHjnRet3LlSgwcOFA7N3DgQKxcuVK8z8+5rjExY8YMXHHFFe3pfmE4F51UqpCLLEzN735mO4Bm5+0EA5RzKYlLiqiGlKxbMvBzkd+pW8ntInhY4qcIEapsHIrTokcIQGg17oJF+UOlZwKP16aR0domptIXEoAHqLdBjnc1AKF7DquMt2xwddcpK8/zWZjkmfszl31IQwSTdNLJnHitGWfgKu4m7nDXamBGpL0p1Dd1eJKnA5H48ZGIkTuJwYDJ0NVFv/0HH/+AaRx1GDX22yNJtQxLo6uQNUQaygQhTQKA8jp4PXHATpf6BzrBw9Ovpz4PRWHEDbmN3DHNIEWEWtQKQgJUUdXsTRAH3xQT/Sam5KFNTSBRxEifkE/049gMRFEKIXbXipjLFluc2O/ETKMr78k+cIm/NNLIGu7uoF+vx3xQd4DzB11WAynHuxLWfsWDpEn0mIsD23cwXgjxiX5DoYQEEwBAgWq1mthVbGlpQUtLS2Zxc1d06dKlaGtr03Y4R4wYge233x5LlixpiIm+RweD/44oT33L7L9cINssXVyUBLE9CBhZH0/Y9FTqcrLHy4AyW8n+HwJC9ZieEYq1J8kajayPyRgSTy7VfyGpoBZURH9V9YpLBcTBSf4arYISFneHxvfICRih5CGtAJhrFSOCeL+ZmodUSOyWywge2tTEhri2JhaPrTlEEDLVDwfPntVGWtFGN6CK3rHLFgXhRBNMgl9JoW5M3tX71bOLscWFTC3clLD9+nNRx5YmuyJHUfBo5L7m0uVyCTZUnGIhkFR0qX2S5dTxIt4UsCwkii6c240oZSc6Az3N9k+ePBkvvvginnjiiU5ve9q0aZg6dap4vXbtWgwdOrQDWtLto34+iSKL4cIEj4Cp5Ggf7G1KBadA4nehKn5cG3Nm/9L7SxGnN6cRgGo8niTnxwl3U8OW8b4nlelyfpyAMtam31Mt9T4SRI9aZ1FYNnDc7QEJci8mr2R9NNO+SZurEz1F6jA6KMt5dFv0jK33hkVUYnBIH1D0SZpt509VmCjlzEmrYdz4ZD8Virw9Wb8hizTq5lNpa7XK5Nq8Tih5AgBBIIJtIghAKxUZgDlOx6USPBxqHIWImPcdy32V8wl1E+wDWPIZ6JPuwJhU62orObHW3DDMZ2e6D2ifW5oE13T3UI1/Srp1A6aKp1BayTqD82lFDwB47LHH0L9/f+2YMWNGZpu2XdGVK1eiubkZW2yxhXZt2g6nR8+D21USMH+D6ddK6JNqnRhIuHhxl612TgOIsrDQXIIy+mvaUdP+q0rOGmUEj0nws9sk8ghDJILvB8Solz1Plh69Zh2zuKuuGBuMAPcuaNcaz5srfzhJZj4LTYkZw6bgZNerY7naTpgghRJlzL5ZAvRby/Ox0KFkaE+8kPaitO2nTJ3TU2z/lClT8Jvf/AaPPvootttuu9RrBw0alIgltGrVKhFjgv9Nu8ZES0sL+vXrpx3tQXrskchyFKncFmewff0r4g6VsAfiN59ngy1IOdRGbM9E32x2HWo/xaatODYiohtRizawo8aOau1D51GL1qEWrUO1xv5G0XpQcWyMVZQpnyUJrDZIt3c1y+F6fkqdjrpFG8o/edL9nXNtDttCdIjvdGbQbPX7xvu/6atVysTjEXF5egAajuTZFFM9aobeEZuBIekaJQyuaWAsk0g52eZ+/LxdhSEXzLnLTzUZtNMkd7jrFVF8/3n/eJ9shJBGagg5pjtAJ68nQoRq1IpqtBFqzByeDp0QCoRBLM0PpWS/EgKVSqzmiZU8akweCuYOEPv/6iSLrvZhf2Wqx4hLT1N+QmrcA1VG75qEszJ6enY9ToJxrbora3wfXPF4ZAEbwZj3XvKSk52MshH2KcG4ceOwZs0a7Zg2bVpmk3xX9N577+2EG9x0sSnafQDCLgpXSCR3x1Il2uqkjwdtNkhvcamq4rAQ/K54MrpNCjUFD/u/OS6FQpXCXZC0dpTYYuo4wMcLdi0PpllDlagB79mEWfYgEllYanGAZkBx1a0AJIxj8jQ3gTY3y7+VClN3xvHYAkIlHUVZ+vQq5XW3STURqOiDSJ8O/fnZbLjqcqWSNoTEKeeJ3a1XKIVMG66Q+/y5myX1zzPQFgnWOD5ibNHHJtleBsGftdDoIqKnPdlVDjzwwE3e9lNKMWXKFDzwwAN45JFHMGzYsMwyo0ePxuLFi7VzixYtwujRowEAw4YNw6BBg7Rr1q5di6efflpc0+3AiR1tcdzODazEwj1JoriRJHg6A6abqHqo10gwwoTSNkRRa+KoResR0dbEwRSd/GBxd9jaQD9HxTnVNRXITWYhOQ66xsJk3W7YCDfruQwlLUM71F3KGqwriZ6uWBf4mDzpaDiSZ1NN9Sgl0QoyM63EZRWXKAZ1ke1QlajGSiENbMYtEbQTBCohlHpfIvhmUpHCFwdqgE4+ePBsMSLYsiU1ugoRcZ9UEVFDsh8gdtdiBA9tbgaa4qO5CQhDlnkriK8HjQWNbBLPYvJsBM/0xeo1d3/5LqYkYQi4C1ZonYjrcRMAjehxDULQr4dyrWt3Vi0nXQNdkwfbjrG6S2Gb5BsknOLLbqp4OLpCzVN2N5dSoFKpJHYYs+T6rl3RQYMGYePGjXj//fe169N2OHs6NlW7D0Bf+GqqCUVKZhZRCHc1yxaM37urrL54UOy/YddFbB0SCJciQCdsEvXDjLETk0MaWVFzbCTE9pFGIqgmRSQUlILooRQ1UhNB8at0A6qkyjJfUbU+xESOotxpapax2WLbz9ZtKrGGOOZPnNXFIJoQ94G9ZhsRtXihoT1nS1B7vqstlJh8gSQ+F2WMUD4LlewxgycnSDtxnVz0qKqfNPUmVQyfjNXhmgomXXtVuy+DPXctvO1Px+TJk3H33Xdj3rx56Nu3L1auXImVK1di/fr14prjjz9eI7fOPvtsLFy4ENdddx1eeuklXH755fjLX/6CKVOmAGBzpHPOOQdXX301fv3rX+OFF17A8ccfjyFDhmDixIkdfk/OOUae1Rs1jIg18KxKmOadz2SrN1yvGSxuSQmCx6ZQMuf09n8q7AtyNbujabdc5DHfdDAJmjZAsYOy/iYEpEU/ghYEQW8Q0gISNLO/pAkgofhcmN2KN4XNNUyG2sj+3HTiR60rC8lA3pa6QTW7yZ+VuBej/7naExs96WjXb6ObobNSqHdXNFxMnqzAdjaoqR4B4KqrrsKiRYtw44034tZbb4WZ6hEA7rzzTgwcOBALFizAMccc07E3pSEAj82TB8xvE9AW5Koyh7+nxOURZQgL2AwkCQfmQ5uM5k9ovOC3sd7KbyJAIIMvgxM3gLrLbLsXdm0TgPXgO5FqNhYXeCC2iKcIV54Gy7ASkzzqgRA0DEHiHV2m5DHqBWUKoWhjavv8menPQyXGQjF5T7jGUZogjfjzYH3QF17687MPWLr7gE3Fk9yV1XyeLSqezB2lFDKyEQJv8ol7h7dDKc4880w88MADeOyxxxK7onvuuSeampqwePFiHH744QCAl19+GStWrOi+O5wdjE3e7se2mNHLzIaROJ6aVOdIGyli6yCOr4Y4Lg9qELEP4iCXtrgHMsaOah8Uu0RrCIImVh6M4IlQVZQ2utsRRQ0glXjMkAGVQ1JBEFQQ0UAfL7RxJtBUnIQEsQWKVT9UKiQpDVhorZhyqZEqqlErI+LDqpbxMCCUDafC9lckwYNm0LAVJHbX4pkVOSJQVFETKXxrtA1VvoEA9sFI5+A4dhDlCphkYGM9zboZt62CIGgS8Xg4ScZQ1a7XlUIV5ZlZAp2qdl9R4ZguXklX7UgsGuSmTpqKJ27DCLjcCDafg0ZAqTl7wTVPd7X9t9xyCwBg3Lhx2vlZs2aJFMArVqxAEMjPf5999sG8efNwySWX4OKLL8bw4cOxYMECLVjzBRdcgHXr1uG0007D+++/j89+9rNYuHAhevXq1aH3kx0UN/cE2zih/q4dLonGJMOVtcveR3vAYgaVAOC/uShZv0lQmV0s+bu02Q5zY5qdjwDKbUm8aUirMflC442MkI0XpCnePOAxySp24togXaJYvRMJ0qgqk89oiQv+P3vfHq3LUdX5q+ruc869Nw/ygIQ4CBFkGZBHRkbIjEsiRBNwZJjEgCyB8FiMyxEZiTOGoMDwmIXiCMokwFIRcQ0oskZxXAqoSCLM8JgkgsP4WDxCUCHEQHKTe88539fdVfPHrl2169H9Pe49j3vvt7O+nHu+U11dXd29a9dv//bepF9JQqWqoEfh+6V/BABGQerOOR6ZEtg2yGzkttqPk9d3mQQ617eu2A7nWrUGVqliLtdi2Gz2fLr7JfPz8M+TJJTLGAWzROjVMseciLLvQJ5U5i31KJO5AVTq8QMf+ACA2aUeS8b+ZDLBZDLxvx+PUo+jlVZmHaviZMqk8GfR+xJACAYKKCqXwfAhmKJHdmCQBYTaKd6ZeQXGhT0FdggO4hgsTSCVrWrAGCitfY4e+nNIvEyleun6OPyqeG53RpPNwyz0XYxULqACEJJipNEOeKbQzPMkC9hcbemXhFkwv+zHiloWS6LzCxr6P/ETP4H3vve9+IM/+APvFQVIpxw4cABnnnkmXvziF+Paa6/F2WefjTPOOAM/+ZM/iUsuuWRfJN48EWSv9D5wvHW/1MFOhMHFFfpm96HhU9tHAM/wUcFB4A4rtKc2c+p3PxoNq8o6TIb3GhhUI2WBJfjA8EhJGGxigF+2CnsR1vMKtqop6b7W4XvkNq1VDN7EoBRQFcdiGeie5XVlpk1hjdbRxqYv/lvKUM6k2aEGybgRz3d84Hyea3EiRDkr9oFYq+Z6k3JZ7JgTVffbOUCPm266Kfvu6quvxtVXXz14jFIKr3vd6/C6173uWIa3kOwcuDgC8Ay+W2WAJz5uPEfW4HcpwFO6hwsk083HWgAYElb/2Pgyp6FneFeOjdNAqzVoXUOr2gE8FSoB9KR9W0s62dgWxnRQtoMxGgYVLFpXlZjB9uBUJcexcHREwE2sW0PKAZqDUOXSFOZkZA7FGp6K9ycoMwr0LCrBOSTGOrAmZYmYs87GwcKszRyy6wn3QUNchqB0EpKairKvQZ6TsdRjWmnFizMM6V0THtmCd8CKY4rOBmj3PQNDwciDEpR69EgregVQQaD0ALg8LFQdnSd4aEMun1ShaGj0XHZW11A9e6iN75fL1BpYn7lBi4uz1lBIVVbSnZMuq0Dbr2v6yOpa/PdkhJxfx5iJG2sVnTe0D5sR9oYq58VOEyhLyRk5syurxKEYAiRDQvWP2seZ+VN6bfQcRYwcjRDaVQ7VYnq/rKq116FZeynzeEXf8pa3QGuNq666CpPJBJdffjne9ra37fJIT0zZS70PHE/dL72hJmLzKGZSAEU9Ht5Z8uzBqqjKlkIPzjDDbBkgsDHlT8/iEUzEiImiKigYYuSYmPUxxrRkvccGfG8DOzOEejVe98QJ6kM7AxkqZaEtbxsMerToLeVja9UkCdUiJg9qB+TUNYH7dQ1rDLF4fPLlcIyxDPBb9GaC1myhR+uv0TrmJY+hUy2MqwZmYaEFWC+FQ9QkK4fz8VSq9vo7Anqi9iKPD0Ien3TNiFk/Yn3xq+bABorXCWsA2wsGz3CIlw/tQmEzE7Uf2EicZLLS/Xsrg7bGMpWACnl3iudYGMgcaj+2qU/C6D3AE7PoomFBXLO4lsHE6Nx3QWJwZIY+SH93+oQ6IIBHq3UoVaPSa6j0GrRuiPXpmT0lBwHlM9O2RWecHnNVumBo5MyMh+0z53gxnEyF6WF2jB+rtR6E8frQd5jos+i6BdA15Jhw3zMgMwT0jD+ubh/nxjnK5pmHwp5W24o6OkUQj1NQ9jXIc9KUemRlOfgisuHvmkkKvnvRZVgWrKAsApBU/1yYXmkAVS6lq1QFWAQj0XmA52HaRDGwcLl8EoOVz6EsewpqvwgVPYvR6KVBPPGbgbiRBVdWsZxomUEeZ/Sj0pSbLKLsu1xALpZ4TEK+CXldIm+CA7wiMCi6/tm5dfx5BAW/FF/Mi2F0nN8cBOo9/S7P5cojR16XYYAmvzfiHGn53JnP+M7LshnzF/UAz+MV3djYwI033ogbb7xx4fGc6rKXeh/YqTK/Q5tgAnICy0ZuNlj3946GbWHRQSFs8IdYmX6jL0qpe5A/AZU8IAQJ8AeAh84fM3O4/5B4WftzyGT61saOhACI03nCf70H+QkCM0439zDG5WOzLXprIqCHOnW6PwX4q9qze5QmFidLby16dATwmInX77y2WFcp0kiniNjM+OTT4n5FIVuWABWFOqwRAwB/SHCdrxdy85WGXHnAZmCdKAkDVTJUKzhpUuE8TmGzmSUQpxswes7dEGscCLrocYu2X+n+/SU5NfH4bljT90kyWUZYPIvlqpKOy/kAHj5//B6WmShFNpCSdhu9/1rVGMsbySHEsWNRsI2UIhA7AXhqve7YPBSyWrmw30x3uv1JDw1ot2oZUPJ7ZUDhVbWbH/9Hdw09AtAdRO6f+NFQEGHT1pDbXKkAxNCB4sILIPc89nN0z4aAnrJIfV/qV7J5xkG9YZHjO5Edtcvm11nl5Nlj4cR2f/EXf3FcSz0++MEPjto8/vGPL/a5vr4+M/leJrOoky5ecpDNA+O6KBuD4cV3x3olV2gLTZwYhZjNIwxKqwyBOwmbRxp8UZ4FFTYVnIeGz+WV64BiCjl8HFtEhRwO3oer8mO53Kxyc2d9BRQ5L+5/jp5vK1c6XZF314drqQHavhuzhoa2nG0iNPKGv6+c4toP0E7jfntx3tA28+YyUwpAMN7DBqHYv9iMeYMgYfCk1xjdn6g86FhVFYPcyJDekjHDYvdk6Yz5KyfGvpG91vvAkrp/LiGDU8bZB7B+jCpOeXCoDVuIwsgeAG0A7Rg2LXJmZsIQZdDCsXkAofvBrBzSgWSgAyG/jMj/AuPzp+XjipP0GxEqFScgDi+khaus2G/DwJVRl8Ypszi1drpeB73PH6WyqTUWlMjZTNCbKYhN2kfn95CN08+UJNqipCvzkCgT7oVbK8PKEtZXHy6c6nHhPIgAfgE4xZuACtEGTemknejfrzM6093MIItYBXRhfBPFBnbvwR0Wa5dU4yvdv5IxFg9LymBJAZ5B23/WO5Lk4VmEwTMiuf0VgIo4p1asM1KAJwUbsn/zuF0eHuXy7xB7x+UiSwCeCg1kGgfrnAfWavSqpX4shXVZFdiQMAa9A7VRWDt5vUnzkeWOcu3XYJ5fybgBEMCebD4L+5uBPZ/3Jw88G8GxMx62JfeLzOaZB+gp2uADIGgx5GxJ4Ge3Q7ZWIM+47J9V2slJX+rRb8AZSeeXzhQWEvaexSFR8uXjKlVAYHekcam+rQRsSt4HeZw/dsioDMdEwA1CAdysraD3e0PfbSAM+qy9hoK2nMMmN0gB+Pw6ynlsvcEv8zEw0INY11L1FDdneq3ovfCmrjKJIe4YSSrk2JGe3ZRhw4qcDf0wBukZytk/ct6ofQCawj1J5y5JuIx0LGEjMVyFKx9f6gVatLLKTiv+pbPs7+ioVjKPnBx6vwSGxuBu2FhroYxyUMUfK6nzREVEVGUrY/Lp6Jzy3BJQiYDtzHsbAJs4+XJJ/1fQOi+j3tvOc3TK80HsJePK4hrnrU2rTfE4erMdlVD34qdV6HoGe8R6oLSCUta/7wzg9C7pfmBgSqanCCJz16Wg3PqFbK2wCGB9yPEWJxvNmT+xPuf5GQrVCudywA0o54K8f0PrPjsPeEOQJlzOrkesF2ETMZ++3/28DKvqKie75GFUx3D/5k1Y7IEM8ZXc8GeeJZ3ZRWX7qscwwMMnCmyRoQpZuQywReU4OaeWCvsKyeJPGefD+kSOV4MTLXtdJ1g7PrUD28rCDk71TpqkP58/sQ7yvM3JIPdOBhWuF3D31FeuCmzHvIqW7yh8eEzpZ6hqWwTmA/JZyG35YUmrbZXHXJwE+jHjeUr72wvH7TxirFr6cyrIvmPyzEpsB1Cpx2/5lm/BG9/4RgBU6vHJT34yfumXfgk/+IM/iN/5nd/BLbfcgl/91V8FAMhSj9/+7d+OCy+8EK961at2rdRjJoqZNRq5UmaPa3lx4FAqQJNHTvEx417g+F0OG4MS1V+2m1d5BuVWKpvLyjxQNNNNAVRsYMc5X8LmY1YVrgjg4d/93xSGXXdVxEyaF7rwwJUEbvwcJF7ZEUZOBMCxt2KUXVMCkuhcY+IXhmhxKi/kpfK5LPuR3rlsuNY+XbtOKTk59X6sl6VXNMqtBmCehL4+fwp78vhQm+p3eb78e25vk3OWEvyGKymzLONjKwwZqUpVBNhH18jMmQCwGNh0ZpxOpNLlxBTKOvcgPpjRyT+B8LdEUnAlvl7r2/AY2GOdXjv9PWzY0rArgNewxRJt8v3gMGAJuNHJCHQqATQlsXITqeYE6EvMz7lZPPPaDscuS4drnSKG/kknxw3gSZyuI1Jk70R9zgpjzHWjLdhWi7BFigo+PV6wgeJwS9LZpYpXcXqAWAdGub0Q1jMJMg/ZuwSCa8h8oKw72YlqEns4nobymib3TSiY+WNhW5TzTrBjAKAQVVCWMT04n04O81RaO2ncvjJnkpsnZvSMnTPZa4ocVilpYHS8WC40bCdl6TQNq+paeyMnR6nHMdDFiXIgjQBGpOGeNYdInuuP5XPlxqNiSmPEzmNFGIAVSmQWjslzMzjDGgba5U2ohPGpBBCRUsSHmD/kpWz832UJcUva17VVBLioytE/1137hL6qIUKyYoDHKg0lNwGluVWa+odGhQYcqqWVQm9ltoYQtsDXoXUzw8B2hjjkAjhWRjPdIAwsltGCC79JHIqn5tCOqH//tI1tPpJ7uExllV1K6rZ0uNZK9lxODr0/W4KRymsEl53l73hNEMcghN76BMwI779K3lHlDUPW43Ep9ZJu5opZVA69A+dkI1Clhba1Y9zoqGJWFE7rJIRr9a4SSiPGFkK2rDUwhkrvysTHQK7jjcvJE0KpEimA+1Zpqq6YSEi83BOLJ8nHFs5BuYJ4bBwqHTYxcYWx0ton26WOgBjcD0xc+LViuKR5Gqo1tLGykOsEfUoJl3m9CCyvPH9bvDmMHTV7LUuHa63k1JKdAHhEX9RhAEHHQ/llfwUW6DxA1libpPoTMYwq97NOdEbMnsm6yhyRnRgvM2NiRqBnjioqEtBbCsXi3D5g4F7uAxwL0tg2/G66gkPT7U9EOXUuXOPLj0f6NtWXAOfIKYEnKfhRnmvp5FgGMKD1pORsL0kpbMuLd9yOgT2xA586jUIbsuvYr+wdKavqWuOy70Cek6nUY5T5XNL1BfptEUHLKFXZCtcQNggKIaZUGnHj7B+noJWgnw+052PGvJ0sUYUta1Fk86CCduPzzBwVUHwaXTiHVgraKtSoCHjRDSq94Q3lzJtLB8WGPkDGvtaZCjY29KFVDaWJXsqk0pLSTpMua8WVtQo5GrjtgId+2FPiB+5BoXwcEhSTwE3peSn17domm4K0ChePv2jozwXw7K7xv3Rs7j7zTJyKctLp/RFmjlI6GJhRXoDAsEmBc6/DlXZWDYcGhRCs6BxikxF7PxnsjcfDx6iEbSNDtQjo5/4F7V5sFgLbpM/HJM+jGnAifQrbCvlwSpAzbSp6FLZCFKoLxPPN68AAwE/9lEPQAMHgYXDfr8ucdyJmb1KfcdJlvtbKrRP5NblcPFGuNy0cIfk5ZOgVJU8OoFmWv0fofr8Wuc3AeMJl7iCEAaQJ9gc3JXsE+CxfQn0lJ4JE9tiyLJ6dAngGwtcXAXiGpQzyDnQc/yo0JRfLiAEedlCOsMytEbqJ8621GYsnDn1ifUlOAZjO59ZRtkKPHCC2wvlsYGCMq7hoOnfODqkNy/snz8ixHSzqCOgZl5QlQ+weXo9j9hMEkOKOlXM7r8zrGC0dJwEuB/QAAsTzLKRZYE/pexO/HyJUcBmgZy9Kqa+kLPsO5DnhJUJUZ7xgXsHAH0O1RQLCKxHpvDS6ZAAFozSiXFp4L3C04RdVQ1S2MAXvb+Rp9MZ7jvrL2NZRFo9qXA6HGrAdOO+DUYFRJGdJWY3K1qj1Gjq9lky1UEojTJ24Ta54KscQqtCgtjWUUtBC4ckaMD6XRZJngan4EUgCzmUgPbqxER5yEsnFNGzO/NwlntYozwKANL66ZOx7Ix9hYS7lY4j6dTPgBpVOaPx3f917o9yNUTCrcK2V7IXMSroPIGyoHVvH0cQD8MJVtqqiHicASDujFiD93MIKBmW0XghAXakG1mxFgEVg5lB7z+ZRNXo7dZcl6PMMRrjkyxyCpN1mgUBiNy7pHIj2ZwHAsEbQ8wuAi09U7NYN7/G1QyB/AvAXxMCrwHCYA2F0WhJduepapvcl1D37JWkbyq8bwQyKGTYEilVRe2PbyFMtmTURQ0qAeX7d5s2VANqAGKwPDgEHCsLSGAqe9yBxOedogziyIfTztgcK1Ri11Ob/VPHmnvKShqdnLI3wnklJkyDnfYr+ZjB4Yps4Bnjid2YWEBAcxSUpgTvBOSfy5kB7wDpl4IS+CGiJAR4C3GnNqzJnIel00mm9mc4Eu8qVYmP95YFt6dQUxQuAPji9LV1nSHlRArJ5TwQaPxwIjiokcx4A86Kvhp6jmZKD9+E0aWUtd7+V9gmhfeEeIErGzL+H8cb70CFAyqbPnArP/ChgUwCGdlsMlsuvY04Rp8AK5DlOMhSrODOGkT2z6UbZGftlYfq9ht8gWAWoAtXfKW9r4zwx0kNL5QljoEeJBUsa7cVLUMHQlOeImDnQMIA3XqMqLiBavI3aKxgEJk+tD6KuprlxbZVzKjAtR5eNPS0XofhPtQOParWOytbIeT8M2ATgwwNWbsGU5dNT7weFK5Q3B769uB9i0BnY48diS/ekKrYnMX4hUCpn8ZTG5On6QsqVVdwiFFGOBwyjlazkpBZhVEVsHvneBwNTMjJDpZBcjwPwOpYMMu5gmGnpw29V7c5D76nUH7KtPIcPvZUAj/sJVUe6kI6vglPBhjAsptwzwMFgkFa1A1zYcdC7kukORAcl3dfagUj6gJtdyTQc8e4XAB/Z3lrAuHVP6zW/1krdT1cvK1/13vtd1Mu2h8ybwwmph8If0hwUfuiqzhwCQLxOeC+6Km/U+BwyvIIN9qiqTtI+SM7gjDcwErDkDgr2wUr/r2Q3pfS8jQE8YzaQtH12EOAZEh7nXKBpEpoVxiUBnjg8cyjEk/qJdU0K8LBzOMrn4teUrngbcgb6cJLh8l4jnTcHdPDJeD2EAzo8WJJGLKTVhAPYAxgHpBDYM4uNnu3vojU/lfkAoPK1B6AnqtAMoJinx9sHAegZ24fmzxqfT82vwxdpexxlVV1rXFYgz55KCZFnwKasEKSXTmFWskHZf8jLQF698iZiiL7OwsZpNXC8bAeQ4QtXjWQotGlMgk9Tu0z9C9Id2dA3JnL/BlUWwBfyaXsCq/eXy9LuRmzi5r2OYeAFCAk7e6SAzSzJ0f5ZYjJFP/e9kLl49qksHZt7/IeyklNcpPE3DtgDEVjv2Txxi+DdYz1eOKeVYV5V9HupbXkkmuj0ERsk1U1x+9QpMLaG5PMwHDIFBNCJmZOMO8jQHGss1JLGZaiQGAMeBnKtiMH9UohrYDmZ6G+BhVv5f8ty9Pl45llberGZCMUC5pbR9UgCTimDU4RlZ1KwY3ZRVjl5VjIuiwE8QQrP8YIAT7G/QujR/DL73SoDPHUEUpfsuYgBmAA8VgI8kPag0Ju2S15Ewb5hJ6Dtw/qYJqwem78h8EOwTjzYpXr/bw7nCveoMF8R2OO+4zAuurLhYZWAnuxajoftXAJ6LF9AGegZktI827A/4KqNDPQs1Pcui12yUtYK5FnJ8lIK2RpBeAMqm6L95SpbrKC9Xeu8wBwn6xOb+f61d/xSc9fOmgjA4L49+8dVS5GxsvnYY4+Az0Hkz+MMXFXB2p7gGtVAq9qf2+d8UAaGFbNyqt9q1LZGow+ity20IiBm0LthzOjvGVXfalRqHZVq0Fhi8iil6PxCCRjEGx2tHcWfS0SqCtqGO+g9FdZClk/nn3I+Uw9HPJ9lzyw/H7FHN6fex5UQ/OgRQvIScM6Kfv3iLEJRisbB3hr4LEuXxV3tDlaypEQGTzFUVzIuq8iY5OSPVCWR+zDBA6nidzO83xqwFSw6BxK3AOJQViDofWb0sNHmw3WTcKqMzSNAG58rAZybJ15fZF62iAHkK0AK/cfhukpHa4uBW4+s7LdCrddQVXmibGPV3KrGOoDf2PiQSq/RByEfm+9fsp6YnSM94Wl4V5FlU0XtPMDjgDMK12qF40aEALv7weFcMZOHZrS0VhTXCbfBUqqGD9MVG9MMxLPCQz7DCxwdtkfKdJWTZyVFSQEZYC5wZ5DFswTAk4GmMxg84zLMlstyyAiAR77zvH8YYojzmK1Pp9A6JiDphDi/j/bt8/1Lcq2sN/XBSF+FcYQ9UDFMS2Fg7pjR4s7rwR5aV62bIwVeW+U5pQ7vnS6E7y8Kj5LXhaCD6e8Jg4qvPYpu2CmgpwzG0BgKYeRDz7/rk69hKV2+B2yeFZNnXFYgz06JMPhtwUgKhpX2ysRjNghJOOl345VzWDBcXH2U06GsADkfT6TAAMicO3JDIY38qDQsfwpMIK80lSvwWwwfCIuMVjWM6nx/xiWhTEaOGhoNGtRYR6MPohKVWgz4BUecqGFIyXhDnyZWu2tu9EECebCGGjrKx+NmKfbQurmh3BJx1RSeKz9nsJH3t7SwmmzhiBOapn2XjH0AiD00JhsHP5Mh6WaZfRV+D16CmYb+PqDqLw3yrDYHK1lSxt6JsWqJJMTK8ZzB0ZAt7do68F1p0HMrAHv3s8TmYcaKNJoH2Tm6gTUBbAEI8DC2hVW10xMSfErDRIf7j6txBWZLrAcDcFTZGpVaR603EPLZCFVPi4AbpDifMeF31vuGgAACeiwB/HoNtSaQvzbMOFWeY8PrEufZUap2IbpJtSyha43too0UgzbRXDKoJQB+39aFAKciK2T59oXNmhxT2Kz14FCtofVIAvx52McYiyeV3Qf5lwV5ThVD/5SQkRwqiwA8QZLnuAjw8J92BuCJN9oLHJs45cbY5P5cAhgO64nLRcY2ZNEWLADE7txKryGUaa+hdY1Kr2GsemAAv0PSZV+xES2dz3Ji+/T9TcKs+JlQbh/m9joB6CHnCx8rpy5n9Qh2S/HaY8AnL7ozD9CT95fLCNCDANAsxbgRQE90riVkt5IvD+185znuVJAVyLMHIg2sPOSGH1lJ208WE6d8oiScvgxvj9JtDcwcPl8fKfRc2QY2T0j22DtPZJ30zV5BYbizF1ecn9v65MsiKVuedFMBCqgUGfpr+iB6tJ5pw2IAQCbbLTB5lAjVYmPQp/CBRq3WCUSya6hQoVLKGfqxgjJirrQmBo8PQYOGpN+nG5ySMS7zN6SboiEvS1wSV7YtG9/Bw+IApyTpZi6iKhh1kHht4s2BHPNoksJdkOVpmzswmJWcmiKMSmLcMFifg+IeeIcD6xUz55TT7ykrkwB7At+JSWIdS8PYDpr1g4xIgBasyQpwCTGtCjo9tK0ARexG4/W/yXWU4rBVAnhgY8DBs1ScnqLw3rgaF4dfScaPVYZXM75al49tHU11AJVqPPBkkQC6xuksY+IQXWs9fYf/KeemqQ6g0uuoEJJHAwHYl3MkWTOlylpxlSwERk7BWCfHhizNHp6LwMypCsyfThjhrtJXcW0R6wSzcpTQ/QPgUND9vFGLmQA8xnAOuvqQj21vTGfS+yvA5pSV47iIF1k8KWAUsU+GhhS/H6X+ZzkJgsz3XpVCoKR9WGLxSIC6CPBE4LuzM1PdkTJ2XGiYVmse2Kn0OipVo9LrvpJtrucMetuitxMY06G3HXozQW+mMGbqHLut2/fY6JwktCeCWxs84OPz9ZSAnlQC2MNViTnpcQZaREyZeC8XEiEH0CsHccbua+zEjSUGevx3LkdRBLC4vWG52nNhHBF4tDKOT3RZgTw7KSmKDICUaAr0oMzmmYH8+g0CayxWzkkiZbk5oDCvEKrlq3IJ5hAbmTZa6wR1XZUVE4dr2UKZXhpF8p+uw7nBHs4QrgWQOdqgxpo9gF61aOx6mEnrQBsDyssgDX0eExu41BjGaG/oK6VQ2QprjiFUmQqVciXUFfyGwsBVWXHGvnbeXP6ZGvG8uSHPuxr3tiIk65TzyCBb1DYDhKSxPxxn7Q6mvqGG24gr8AZ7IRfPzLjzPUJN6FlYGfor2S/CwEpZGBAJGcAcAw+ky4fy+EQJmH1+gz4Cb5Q3VCvAMUvofIHlV2T/oIJSlDTYe08ZhEGP3raoXQgW6yeuLshAj2H2SIHNoyJd5SoSWoMebdROQ1FVRVWjUQfR6Qkq4ll60qaxgO0AdA7Ej9g74qcxDufgfAOsXSvU+gCBSHYdtcvJ5u+eyoEbrsTFoVhS4uuVlbUq37YUAibvK29+pKTHUOMAlAWArQqOA9++jT3LA4CQD+uF21z6zUu8KZyp+/dIrJmVn3DowOM/lpXssgh7I2cvDOV7kewKPniIoZEeM/S7HFLC4EEK2gxL3m42wFPsO3HKpWH5JbDW+FLlcS4d6oP1XTJ3AvwgpuA6Kr0G7UJhG+2AdL2OWq1jTR2ARgOtqnhMcAAPWnR2gk5P0JsJWqfjeqWBfhvGpbFIr1M6Q0L4KwE+gd0jgR52tABD63TYBxXAGZnwOTswAC9lsCftc0zGwB7XpQdkAtADyPdhbC85P4AYA2v7w9ZehWuNywrk2U3JENSSxKgqK9rUuArlaqWSDITlQNNP2UKBzcPAjizXG52DWUPRWEg4L0PYRDhmiKKNB43HGZtR4koRiiSUcSkJJQBopaAtZ2fgvAkFkW7a1NB3/7Ym18fcb2Vr1KhQO4CHjH0beZbTuQkVWdj7GzzcNCYCSdJ753PxRAaAoO2LKxym7fN86eyYrB0v0sL4SRf9mTLiAaJz7b21vHTi5b0f+kpONpmrpDoQlXKNhN/xdInm9UGyMvMNhRSlKCdPHPIbPKdDwscBCECHY/FUI0bxLFEJk8SXE0/WAA1XYUtpVKpBngNnBoPTGrEmOGNQ6kBQv57FYxm0SvLylICbgSqJJFSFa2g+rAsBSwF+CaSU+h+S2XOeOhDGjklBubFnOE3IvTcsHsDp/mWOO+4jWcmOi9StCcDjZd48JP5gtskKLB7ZTcTiKQ0teR9K/Y4NYybAMw9AUGbxDI817AcygAfIwKLoGiMGnwYUs3Y2UFcH0FQbVBnXgTu12sCaPUC2vM3DWHt06NFiWx1BpRq0CTBluFIkpn6+wp2WbKWgiy0MlO0QQprY6S6Bjz46nq6RcpLmjvjyMxcnX5aMXqAI9vi5DXNZlFmg0ADzJg/b4ususXnGRENWQttPSZcBdvgsPiZziij/FchznORYHvwym4cQaJ/YDAZgWnykhFhRhbw8afgV91+qniU9uvkxwRCP8rsI1k8ueRgPfeu8vc7LTHkHpjGIJMbGhnalFBpVYd1u0ObC1n6uLejltlYFT27XB48u/951HgSSIT0aoJw/dh0N1tCg9kwemgM6SVrinb252m0SUsnz5UgKftmLmnm8VQ6oDHqAZ1CHx0qn87MUeYojlhAbDCObgoiWvHea0ywZrjXyMK9kJfNLitZwjh2vXwEJyka62NPBAQZxPGsyoZUHPSKZOTFzxtoeWjugwYqcDFaEbLkPAfYCAIAOIVtKx219hZVcj0gmoQzvJQCfgBRmwWjd+DmQzFIGfBwkhQrE5Ol1h1rFLE5DiJNj8jhd3/chTIvXgp4AftIPwbirQQn9a6xjza5lTB5/HW5t9aFaHGoQbUAYNKO51ULXR7l7wLl4AuOG51yGakVj8PPvyhgDUJzjwodrVXl791z4TbGqIRMuFx1Kie6XuXiGAH7pyZ8f3Dy+sny41kr3nwiSVzAaAHciGdvE5gyeNNw8rQA1Or4S2BkBAmWwZnjsKXMklYGNf/TuzQZyY/szAXdcH+G9l2FMYs5c4QClGlT6AOrqIOrqANaqQ2j0Aayr09Cog1i3B9HYNay7Aid1BPA4Tas6tGihlMZUbUHpgmPRGBjhTKYxxYylkAbC6TgHhAAGsqKtrLzFjJ7cKT5c6n2m+Oe054FGzvkI8JGHCWZUGgo3WwKbxwM/WVSJ6HeePp1ts98AHmDF5JklK5BnN8TnW5hF3ZfAgEEI2UqTcIZjKO+DoypbDrHpYRNzNQ4BEgk43b+tCuCQZPCEzYjcEJAHkiNjYsq4dl61HIygKwuGfqVqdE7hmgRIASgxcuWgocY2MNhAYxvULucCAzyGKfts4HedAHacN7czsJ313lzWeRUIQGrQoFEuH4+nQ4lbyMa4U4hah1CtIa/urMRnQ4DNYGiXX4ADi0fO+yAgJ412OIO9aADkYXbSc7VfqforWcmei090mdJyhvV+XPXQAeeswyM6efz+BcC+ckYcAGGs5yC/A9dVDaU6fz5KyFtnwD2HbDFLkx0Mve2gXXsjQn15vUjDAcrgdSXAnhrWTmELSfcB0s2NpaqHPQ5Q9UMO8XI63PSgUN1egPus/z3I38P2gDVKhOoClanRqANo1AYleEYFpRSsZSgmgDF8v2RSZAZvOtsK8CbR5Rn7iECvKBQOrrACaE3kkLaIKekBIfbApsmukZyHQrVkvoYYRIqBJ14n0gT9MhfPuAwA/HtQbeVElNtvvx0f+9jHcMcdd2BzcxMPfOADcfHFF+OSSy7BxkZeWW4lZQmgjPx9tt2SMnjmY95IJgj/jkHQiAY0a2M5xNzJHcnpGOcpDx+zr6WdyAmNY/ZOCvDEnRmEBMgVlKKqiZVeR63XUKt1NOogarURHKl2DY1tULng23DVFj16wNYwyhK7Hh0qNDBogmNV1+gN6y+uAqucEyXPNeYdCdAAWo9Be6AHNsnRU77W3BFPQApXswohgcn9TXVfwvBJC9hkU5wyhWYAM7PDtgD4+RB9zsMo2qciHTeLHncqyEIgjzEGN998c3Exuuyyy/CQhzxkp8Z5wop8uYJCkcY7KxQH5EglAnjjPQ3Zitg8SruFqQNRT9hrbBAnF+MQKdc1AwAqZ+dIwCZciwAlCmtVuJ4ym8d7NlXjki+3UK5qSZZ4WRGLBwAarbHeNzDWYA11pEd7Q0CP7QxUZ6C6Dug7WDb6e2fwdz3QWfS9jg19pbHm8jE0WqNSCpVS0WhMkoOo4pw8vFkRXnnaFAjkXwJgspQuG/tFMKzA4kk+wcCoMqM9zD0vgvQMyqpafL8kIET/kN4n8dzMExIgvV97IBSutQSivwNjOdlkpfsXELex5XeBwXoGV1IjFI7hQ+AN6f4A8MOBAIhBeNY7qvbnIr0cWDERQMQMGlU73k4ZhKHhx8CxD9kSCZWVY/PI64irpaShPEEq1aDXte+bWT9GhfEopaAtMS3XcQAWBg1iJk9ndcjJ0/VQfQ/bdZR42a0DBPxb2M6tFaCPhkKNCus4iNquk/PAaXPjGJyyAhaNqRZzU87Hk1bKisB30R/lN+pE3+n8yX5FXiBrAJmLRyUsHgR7gR0NAbCRBRJSCWG9nrkgxi5ZqHJz6IGhPZalq2vtwFgWkfe85z34lV/5Fdxyyy0477zzcMEFF+DAgQP45je/iS9+8YvY2NjAj/7oj+K6667DQx/60D0e7f6T5Vg8soOEbTMC8JTtmkTHpQDPQgBnGeBZ1J6a1T5+f+PcO2X7LQ1jorHGDHFiFWpdB/vYhcLyR1uNylaepUl9EqhO49bQzj2tQWzSUGa9ytYlWDo2VKTktTLWcT6/pmrggR7P0CSgZRzoGWfz5ACPePZ47zAD7BlnXcWsr4zdMyairDrtP3mc1G+UjPkElRWTZ1zm0oRbW1t4wxvegIc85CF4+tOfjg9+8IO49957UVUVvvCFL+A1r3kNLrzwQjz96U/HJz/5yZ0e8/4XFbwJGV0OQDm2cmCz7hecOAEk9S0N/oDSAjnAEoYmgaWg5FNWSWREQlL2ZWLHAGhoyPYqtEmMfV8aV3gsw7WmXl940KVRFdZ9SJUI14KC6ZU39NG2IUSr64BpC7SdYPLAG4OVUqihsEa1teg8mmibPCrv1U2vkzc1YjGIc+2kHtQU4BFzLtqrqP90bkw0RyoxwoOIeRSG/lBVLZs9M7QA5F6wCjJZatT/kBd3F4XDtRb9rBzNw7LS/ccokpkzIEqCtZlHzRfzTo4SBi9cvL1tXThVqkcD0CMB20yn28Ao4cqB2oWjMnjQ245KqQ+BQ6rUv3EjlmOuQoUtpwPTnDyV0o7Ns4Y1HKDqh65v46bW9grone6ftlDtFOg6qN7p/q6HnfawBuhNAvDbGms44JicHKorpt+tX6GSGK1blWBwSgZSBO5jIJzL9WdM57/jCmg8LxGgYo1g/XColg5hWgj6P63WCL+u6AgYSiV2MvA6FEJURgF+v0HcWyW6rO7fS5Tn4osvxlvf+la84AUvwB133IGvfe1ruPXWW/Hxj38cf/3Xf4377rsPf/AHfwBjDJ7whCfg/e9//94Ndp+Kzz0DrgCqsr8NSqTDCvos6S86LtV/NoAkEuAJv6diCh8pCcDDa0O6RswLZiHo8PC+96Bwzs47HWW/8V4hAYXce0+zHlg8rMdKCeQB+AqKPXp0MGgt/ewp3TJa1aLjvyqTrWVAuocBwvo6lGdO2tSNWGc1LyKwHuQOc1OWdP4Lf+dxeh2qQZUNC8+TFQDj4DMR/z78TMnzirEoFd6PwjmH+tsP4P1Kjl3mYvI88pGPxCWXXIJf+7Vfw/d///ejafI8JHfccQfe+9734kd+5Efwsz/7s3jJS15y3Ad7QsjoxpbjIWf1oZMEXwHNHT3MQ9G5kpKGNwNDY6ycIZGAwLGG7ygVEq9ZV7HFJIpFKaBWFLJVQ5OHVwzYszcM52Cwnr1DiTfpY40l7yznZXDHU4l2qqpFpdPJPE/Lp6fj9tTQgfsSgWULLMSzJI+ZBkrPRu6lj9vk905UVkn6Hr7P8TiKiQ93ka6/LKK/0AtwislK988hWR6EsFFOadJjobdh0x8SKAa2Zem0GrDM5Iz1fcbMVKXwHmL6hTLncd8ybJf7lDqFk+9HYxLgBPdLv/egnDBJ/7JvUBgYrAwspgqINTgPWrgo4ysrAqG6lg3MTQ7fspbAICHarSe1Df1qsIFsixUk5ZjThKGl8ukqrR4jckEAYdOV5u4pJtGPdHlcyrzI/uGNj7VQ3uE03m/K4JSbKcniGd0E7VHFlRORyfPzP//zuPzyywf/vr6+jksvvRSXXnop/st/+S/48pe/vHuDO4EkB3Nm2FvZMx+zLYaYGXleoCH751hBzwLAUxC/Tji2hjw2lVh/pOydXjBLhs8XAJ4uXKuqPIsnBfkDnNOig3b2vYl2QcpqD/wYGPSqQ4cOrZqgtdvoQdW2rM33M1bVABxIoyzgogKgGuSVibVn9FiXy1TBwCpySCsLnz9viNEjmUw09xolPRgVOJF7FQ+6JM/HrFC+6O/BeRxXTczH4MO2YHI7POtTYxjUMaHt3GGHuyd0JxcfzzLHnIgyF8jzJ3/yJ7joootG2zz0oQ/F9ddfj//4H/8jvvKVrxyXwZ3wIl6K+cJYZKWVZAGxJnuvfC4EFUqpk8JiRVUCYji8iBJwAoCxHSqlI4MTkJ7f2CvLG4JSe+WR7uBVjM6uKsACFRr0qoNSk7Ao+DhVG4E5laKQLWtoDjlnDlP2Ta9ge0se3bYlj+56BxgL1bb0XdvDdtZ5c5UbC7F51hWBPLVjDVG5+SChJDp7URuipLJxrir0nqZrooUgNcjl/ZRedD9/I95wYzvEi0oegxyLSRaC4NEYas9SZvHkEhlJKC848m876R0owV/zyMpfMSwr3b+I6PBTGnKeUs6/kn7O30OXSF8BoTQ6wLo0D7Xkn+yV7GBtA2M6KF0GkujTRHpF6mmZHybSRRZeXxnbond/N77vyrMc+TrkehFmyLFVPHulduftPVvSjxcKjdJYs7UDfrRncfZWobfE4rRTQ2zNtgXaKZRW9LMNLE7Tq3CM5XxvVQjVdWsAAGi3PphoDRMMp9Fk+72f61Q4VMvYLgrV4vnLgK8onLcDxBrkQ8dUYFZGuXUSBqf3YIPDsKW2jHOxke53SZpnrBfM4oztG+3/vluye2c6fjIG8KRyzjnn4JxzztnB0ZzgMu+mswhqjvUxxKwfkoRFOZNNVHCMyeOUWFPkOZTO2USDcxAqRw0BPPz+5uMNOjl1MCoQwMO6JWb997CqR2cnbsQ9OtWitg0maguax8O2vAPJO0X5zTq7jc5OCCAyE1HaHdH65PORwoBz87DjQhY6iKfJObkdk0f5e2owZOeOSXFvV9D/yq+xsX0QQqYKAEoJmAFQrNqVjCEGesQxRbBn2CEcd7r/gJFVVd1xmQvkmWXkS2maBg9/+MOXHtBJLcyysYwiMBKcxn+amM0jQJvRzYFDbfkY65Njph4/9tCy11nQvDGU+weQhrtFHwM8kVcxABR0lFwYNLSiBUInFVoM+ojJoxQZ4zBk7PPp2NA3bkq7TsNOW2DaOcp+CzuZkBeXv+8MzDRsDrgfDgWrlEKtFSp3jt4pDh6PFca78huVikCr6BaLEKwEsKF+jO+PwaMYDMuN6nJVrbhvH/Yg2wlKbVpVq9S3TNIZJ96T1yjCR4YMphyN3BWNujyTZyVDstL9wxIbVTmYzoacz68jEkT6PvidtPBrQsgZwACq3DTrSCczBd17V20LYA0cThvlVOEy6r6PDsZ9tK1znY4A3EgQyLq1hYCn+Fr4YwUoFM9ZhUo16FTlgQ2p10J1LaBWGgYWa2igLMFDNTsEmJXJII/T/ZhSSJP/97SDnfYwnQvX8mMlvd/bGg1qNI7J2UdVe0LyZaW0S7bPmXsCS8cmDo1SuC1fV29blEqnVyLfjz+/APc9M0fJ0K4xfe4SqbrZHHIERLl++FkbWCui42ys/92FJK0GvMg7IMsyebDUMTsnd911F+666y4YE8/tYx/72D0a0T6X4jNXAFfGWDeZLMO8HngXhnKxDIo4dxHgSU7DjBIVfi/LcCgTlPFOwHioadvwzpPep7WHwXrJ4uztBNYQM6dHK+z9nBkYztfD2JDioeeE9raFMQ4YF0A3sVhrn3NGXitn9kmjILzDgtk8MyM2j6GyVnrf+B5ZUwR6qMmcujICZwaYZgjPw/xgj2QLnRiybFXd5SrxnniyVHWt7e1t/NVf/VVxMXrGM55xXAZ2QkoJ5RSJr1jYQyu9s2k4lWTzSI8uh1lFxjvYk6tAmiR48zKAOfIAw5/TjiTs5DK9NBbjcjKsOSBD9h0UP+cPkMZ7LRR8hRq9S86WenulVEpBaaCxCjDaf0d9A73VMEbDTg3stCfv7bQFmpZAHsfksVOqsCINfe0YQoBBozUa7ZIu21g9R3lw3CYl5GUQSZfRJ+2DsR+V0eUNU8J0KoUwhJ/sJY43EiUD3jJw57ys8CVA0/CBsidXjqfk2YgX/7BQDcaw75Isq+xXwND8stL945IaVeRLkx47fo/jd1Yan2R4Esjvq2aphDUpNgCUgFmDQrbiXF8lBpA3kEHMwIgFoiAMcQOtaygTDHJjOvS6g7IaRjVQRbp6zOTgpMry75TbpiYaPwITJXIIKLjKirSJ0VC++qGFA+w77RicHdB2UJMJ4WVtC0ym9P20R99pdCLpfqWARmkYNKi538ina/3Yed6ospYDpwYAFte71/lxUuTezyEDNxFjyrM+K5/3SObZob/VCOtKXtY8MD4ZBHT5MgprRehXrldirUhBp4j5w8+4GWDx7K4sW0J9v3hzb731VlxzzTX4m7/5G/hEtC4prVIKfX8sm82TUAbAHWAc4JkH3CkBJTGIMLQJ1nmbIVYGkk25KNM+m/HP4Klrn4GtJRuvIM6RHNl4Ktbd+TG1twuVCmxMD+7D5W0zBhodgK2ZgPGQyL1DpAsdcENFBIR/pHA8nXvIttXBPI5kp3QYgywoVugCBlhBiWSAkAB6MnGMrxzsGQDf92E41iwhq2oJ3b/PAP6dkoVBng996EN4/vOfj7vvvjv726m6GI3HBBvfJmQ3h/fKZX2poHjY0PfMHAfelJWmy83gkeDA/ikpseDNZUCohcyZkI5JXpPfRKjg+ZVeXAlSsScUAIzt0agGBn3wEgsvRChc60apwqf3FHqg0jznFp1RxORpLTDpgO0pMJlA1RWBPNtTYLuFnfTE5DGBsq9Axj60RqPCBkIKzTqxbnisbPxqVUGj8uNlhhP/W1JYU4lDtQSDxs93MteSbSMW2UEPLd9XWKQJrktAkqwykXp1JAAZDoyp+rnMMBZ2QlZMnh2Vle6fX7J8Cd4Yq8I7TyosA+wDwM/vjmAHSpBXEQAfqon0ARSSjEsHONhCKfVi2Jb3CjvGimTcwMCYFlbVpL8SPRFVP4FjigjAARAhW44dYwxXWOxFWzq7cvqZQ6gap6CNY2T2nYbZtsB263T9hIbPTB6n+/uuQm8DiMOA0Tqo2kvDDCFC2mgdcok/JRhTCY81CzspIiZPxuDsfdLqrNS6BHoEKBSYnp1bn4f1fgwGcRLRwMopHiO96Dwzkh06uG6JZzPaJMSb1GhDscOyPJNnf8iLXvQiPPKRj8Q73/lOnHfeeVAn0CZrNyQuDz7MoJyvElWBzZKdQ+dMNT62GGJVYHIOnC8LrxkN0xqSlPEzMNZBwIIBh8I4B0AjxaFZXl+V2Ye9C9GS7M+ouwjYDmB1mt8t5HNztnKqN5WGRk0OjkRm5cokqZy+nc9uKQJmvnIhMDTXub2tZwI9dA3lZ5ltiyjMywE9MXCY3+MoZAyAZPXk4NGJoYNW4YZW6PMAAQAASURBVFrjsjDI85M/+ZO4+uqr8epXvxrnnXfeTozp5JMMMWX03Lh3aSgOdD4DSbJJ2Ninl52McA84uHYetCk85Cn7J+47/J2SbpYuNQcq8quqhHKvysrTn98doxyrRygx434zVoGKBBiovnfVtbiEOv3bdpR80zqAh/vUpG3BoWGz1JqsPDNuBIerzdpI73m6AI7Q6lMwqCzp+cNiUQR3UFi8vKGfV+IakvHQlZWcDLLS/eMytsGISpWOvFMMJFuLZKPBFPTCMQJYl6XUi+1suoEXrE8eq+1RCsOS64Vk3kjjPK4iWNJFGhY9ZJVCGkXO5lSKuVDOW6sQbX6NVTDGJV9m3c/63//buKqKsqoS9VUpqqwXgfviGjknD8+BFrpfqwrGBlBq1GMu/p6yrLSukYYwpO3jOZkF2oh8PABK4b98dSShdHp4fqtoHS9emwB6JINz0XLPKyH50pe+hP/xP/4HHvGIR+z1UE4gGWHvJJIxeMQmtgysBOdj0MEm3wy7tkPnLwGdc7F3onWCNvDhfR/aL8hKtunPcZuOwWHrkyrzOSsP7lCJ9LUsXFQ6FYztYMzUsQlJf1R6A5VeQ10dQKMPYK06hFptoMa6Z8STs9QxHW2PDhN0lj69oU9nJl4f8R5GqbLNnLLgo/VNgPYk8TY4LTEv+/Oi3Fo86lTMQbbgMOU+DDknuQy8eL68zVAAW7KwrlFGjwQExQ8GmQAA/QB4tNLnJ7osDPJ8/etfx7XXXrsy8ueWWMHzCxRCsNz31iSGFRASrDFo4xSxA2hSdgZ5dZlozlT9uP8A2pDCp4WrEyh5oPhLhRqFdslPAaXXqqZ4WmnQJu20qlyeBe0VjbG9z7RPfQXju9G0DPYWqDWPhRg+XV/BTOCYPC2wtQ1oTSDP1jYwaWGnBn2r0BrtZ57y8JBdT/l5aBNhjZ/B2BOtYk+0RkzFzzcpnJCuEsrdRJ7f1Psb38/gvfcsnqjtEJMnhG2EBMp5AmgO6/J5nMDGxvAmVDKEynHoewfwUJ6OxY87RQD9Y5aV7p9TBEU6ir33CZjZoM4N1FznMnuPW8SGXGhX+XUlyrGmUp1Epcut6sBrk7EdtAdserBZoBzzR0N7SJ8N+d5WqJi5mOkg0jcpo4hz/jA7iMOfWLiMOutbDYVKK2gLVD6PGvXuw7V6Hev+7SkpgSmtA3bSwU4tuk473Q/Xj0Kj3erjAB+3rfFjkWsWbXBCPh4pzFb1uhxxTh4fduDWRFmCPg3VkpKGX3Hei7SqowSNAsvGQEWsnzKAFG1exJpSSugfNj2x91eWsR6TnUy8v4zeB/aP7n/qU5+Kz372syuQZ5YUmDODSW8zcHKYfYbkHQl/K4O3YfOthY2ViF8DkqcsBXfSYwW7Oowt2OyD7HA3Xk6VEB/Ppy6/2wbE7ISdgsEspRSoLPo6tF5DpddQ6fWMddPbDgatB3h6s+XAnQOoq4NYr0/HRv0ArKvTcABn4pA9E+tm3eVCq7zONbDorUGLDptqExO1jW19BBN9BNv9YSilMe2P+pfWM+p17Z3GADzrx5iO9hOmA1DYqxTvOWgP5dZcelRSpk/KoopnMrsvVkZfsB3Of8Moq2fwvDBJJ+J8GAufjQEfz+xJiAjjQM8wS20vZJWTZ1wWBnl++Id/GDfddNMplWDz2CV5ebMEzCH5csq2iZJwik1/Fn7jNgwMAPE5glc3BxDkOVgJKoFiS6BHLnhWGLUUsiXAD684hcJNFlttNYzSqNBkBq5JlJtSwV8ADWhLYAzcaFpDwI2ZAmbbQG9NgbU6gDzbLex2Bzux6KYVWqM9bV8pBoyoz6qAWqfjIS9u4xdZbTV61fq/R8DNIAhT9nLzMfLvEQXfS1xVi5+ZLKwLCIbIkGEwQM1NPT5DnupA8997hbl04uX9Yunvc1np/jkkoUiz8cY+sqEEzDK8kasfcsgu5OZdxUZj5BhQNWBb8saqBsZS7hzrvMIaGj1Yr5N31toJAQmm82FYcs8UqPVCR4tEzdbBQ9S2VCEqhLBGfbpPpWr0DGg7kN/PiAN0lFbe/uTqhx0D/J2GaRXsdge1NSFQv+8J5Nmcwm53MBOLtq18mC5Aer8ygNbKM4aUUARGGcfU4Zw8AZQKIAsnUO79ukx6s0bKzmWnR1ZVC9qvm/EmhaqY+YqK1gDeq66z/iOni9f9VCHL63/BypGATdgUjKxX0rvtmEKx7t9b9ubS4Vr7xND/9V//dVxzzTX43Oc+h+/8zu9E08QV3E7lfGezKnaGX4ae3YTxkB4vNvvF0JrESRtEZ8cHYQetBFHVQsd5x5s1kNXutMvLJcdL72XndLdMlE9vBb3/IUkyH8t6gxyz0zBHSgEO4KmqDQ/wNPpANEfGtoCRADYBKpU+hPXmLBxozsYhfQ7OwANxmjkdp6kNPKBZw5pWWK+CYxUAemPRGmBqDI60B3HETHFEnYYj6jCqqsZRfMPl+wn5zLSuUel1n7jej8t0lPTZTAANGBM7VaEABVH2PWElSee3vy/u3oV5j523JGkKBuPvR6xbJdjDlY2NA31KQM8QWCOerxE2Txmw1/S8+H+PAUxj49hboIfqoy2ux0/k8N5FZGGQ54YbbsDVV1+Nj33sY3jMYx6TLUYve9nLjtvgTkaRi1LK5gltmG2TJOEEgBE2T6jMVQGWDcOgdGTyTqbu+9fZkgfAeoUjPSVp/h5J1U/GnlDJ2cjPDHgHVFRoIoSdvKJWtHNgDCewtjYCYzqr0PUa3bbG2raB3ZxCNRXtEIwFtqbAVot+C+icod+Z0DcDRszkMQh7HOPGYRxYxsY40/W1FYuKA77ixKG51yRUYkljjNOcRtKwCBR8WWo3N8gF88fRL9N8PEDs+fVMAQQWj+w7DtfrRXvjDaa9TrrJQsvkStnvlKx0/zEIe8pSNo/X4wC9P46C7sH3znXA7J9yTjZi57S0aWVdbtcCiwRBf8V6hsGKTugZEwHv0hBmGr5xxrbSVQTiyHNkQLV4zagceoNeJHbmPDieyenypCkFfyzn5LGWgJ5pV6ObKNitDnarJaCn76na1tYEdqtDvwW0PQH8rMkqRX1xOXUaQPAoA4j0M+fiqVBnFRVpPIWcPG4OfW4dAdzIUK0SAB/mrYO1HWRVLe02adoBbDK3G63hFqzHdTHPntD/Nl6vUgdCLHHCZUCsGSkjYYjFsENCen8Z3b8/5BOf+AT+1//6X/jgBz+Y/W2V72wOGQB4ggR7hdpLYDIHeIqSFJiQQM0scCgIA7Sl8KveO1xLorwOKOTCUQbGwAETlFQ/fffova69TiCnsPFsF/qd3m+NGloTg6fWG2iqAwHkYb1mW/TQ3q63toM1W6iq07HenIXT1h6EM/SDcXb/IJylDuHMtQZnrGmcta5woALWNefXdMxMozAxwFZf4Z6Jxv1thfvaBo1pAA30VYfeTtCpLf/iatWg1muoFIV+sXRqAm1bKKXR9Vswfh3l9yjccy0AIm8bK0OFJWzu4GTALNKTio/VAFrkLNzEKS+eB4648LlYE6BH7hlTwDOt0jWvRM77ASZRngR66P3YW6BnWQb/suzPE00WBnl++7d/G3/yJ3+CjY0N3HTTTZAx8kqplaGfSDB0wsuYJmDOvbqO0eEZdJyY0jpUP6UAQih97TzFzBpicCfvmxhAle+b26YGeRB6mYeMdwlqpHTytIw6YChkCxU0GjcG3pBYhAoTAYihNs7z6jAcZvJ0Uw2z1QFbLbBWeSaPPTqB3WrRT4C2DUwegBaYyrInl86lpdPHmeZyjis04PK5Wb4iAZzIcCpfhtht0mTpdGTzgqw/a1vy0rh7EBKtxiwenmtKUsHemLLhLtlBNrlGySoriUy4LGnLey3LJmBbyXyy0v2LiDN8lHYGVFgLJJsnZWXysUH/a69frdflIqRWtnPJ9y0D/F7P9PFaATJsGRjiftn7yWFYvpKUDaXU2TikkC1iCqX6PoTsTv0aIfW/dnnYGAgJXtQeJmX9JAzLinU/KPFyazS6toLZ7qA2W6itKdAZoCXQx2z2MBOFaR/rfqWYvUn9Up6eoDw6dF5fh6TLTTReAIkuDwBPmkSU2VIlpiczczxoA1ehJmL9BNAmq6rljpHtyTgfcwjQ6H1b4ZkutU1Dwbyi3QcMTsDp/r0exDHIT/7kT+K5z30uXvWqV63CYYckCdWaP0lxkCy8MGJEShu8z5xt4ZgYIIrBmvJxAVSQAE/KluZNfhoOH+wxJYDezJ5zjJVQETdhf7vjOLwJQATwgEEFpaH0GrRaQ10RwFPrA2j0QdRq3eu2XjWA2USvKNEyVQzs0dSn4UBzNh6gvgXn9ufh3OoQztmocda6wllrwAPXDQ5WFhuVQaM4NQLZ8tu9xtFe40ClcHhaYU1r6ImCMQZtNcFEH4FWR9HZbSjNVRrX0eiDPr8PAGjboBMJoI3tYPqpuC8GSod10LMo0YsQLwZDAJkjiRlROfOR1mY6QxscsyWgJwF9JDgUIqf6MsAj13IBzgTj1wRiQHTeZI+pZgGSJ4acDOFar3vd65Y67tJLL8X3fu/3jrZZGOT52Z/9Wbz2ta/FK17xCmi99xu7/SxFmilXWwHA9G6SvKxukPglJAN5KPla5c/jDTJ/rtJw8vK7fA7+O11Lwi5hNkrBs1wu051ckQvZ8krZG/oD7Z3iMyrMEgFZrlpWryn58rQHpj3UWkeWe2eovHpH+Rt6q6IzRACPopw/Umh74ij7YrGV+XhMKfM/ho3rYpjWYLv5la+k6JLM8X7KTYEqL0JR/wP3MxynkjHsnixfQn0HBnMSykr3LypSbwtDjGJwvaTMSSB42sobhrJIZo4E4wH37qpQZSuAxs7ra/OcBcNivP4vjWGmRxxOPxZCQq2DOawze7m6IpJ/A073G6qwZVvS9Zi665pS6XTbWlobrIo0ErM45Xcl3T/PdaV6P/+7C79K7gmNo5yPR84Hn38+IN31PWO8g5vQiN3A64loK9aY0Vw8Ss9cK46nLF1C/fgPZSn5xje+gZe//OUrgGdHJDhXAWROqRzgARiwifoQkufSqcTPMusqZkoHQILfU58XBwzk83hZ/xCwU+k1yKpU1jJbnvJ2Bd3OG/jAANK6dmGnbl3haABJckIFpRpUeg2NJoBnXZ+GRjHIQ0mSlZ3Aqh4ttgAA1rZQqLBen47T9APxAHMuHlgfwoMONHjQhsID1w3OXjM4f2OCQ02HjapDUxkoZdEbjWlfYaurcXjaoFYN1rWGUgq9rTGZHMSmPQNb6h5s68DY0bpGrdexpg6gVht+Tis0tKfQpO96MxG6LWFciupehudzJOyJnaw0l2EL7RmaAHpvu3M+VTm/aZ40ug9QDTzQA5PlyaGDE/3snUjCvpgbeK8C0JP0MztsK5UTGyjaa7n99tuXOu7xj3/8zDYLgzzT6RTPfvazV0a+kJzWFkvE5klehJBQuaBQwF5czrUznoDZM0uUdpsJYewzCKFiQy4tv+vDu4r4lAjZQjBAJdAjw4n8NfIilCx+miuVSM+oMjDWRlQ6zs0ADShBrzcuL0NrNKbTCt2mQn20g65DbLE9MoXZNGi3K0y74M01Nhj6WgBHhvsubHk4H08aqkWn6qOfMsQhbufCukzspeVjuE3cvvPPWBRugXSOmZ1j3CYpGBWldsFjFK5wuKJWbvCkXq29rqyyfLjWSuaRle5fUhI2D4BIj5c378wUdCG44HCcEJIp9b5S2rNqfMiWa29sh6pQLUuWUmd9YGwLzrXjQe2EDSLXgN520LaJ1ovUgJWhrBrM9HGGuGqgdePZPiYNeYXyOhrgCou0vLVGoTMabVvBbALmaAd1cApMe6DtYTdbmE2g3daY9i7xss/tAxitEIUGe8aUJUar3wy4fDyoUKnGb3LoPvaISr8LL7tyrKq0+gzduzqbVzq3uw+GCxdwvreKNhW6DhsS2a9xZdZdmJRc26NQBLlO8Doj15QETAprkUjQbwub5QXYFDshy4ZrLXfM8Zcrr7wSH/3oR1f5zhaVGc9dHrIkFVUOnM4E1fmZV/LdSnOziM2zPK9/x2SoT+JYS/f1ko3NTBwH0gSGuCFwAgbWlB0GnmEojoVyoIYRrFAAlItnTeThOYhGHcSaOog1e8DNK+0RerQBaLIdlF7DRv0AnI5zcI4+Dees13jQhsIFBwwetN7iQRtTnH/aERw6OMXaRoeqsQTytArtpMbWdoMzNjcAHIJWDQxId291De7rDuE+fdDtF4y/nlptoFYbWLMHfPoHDqk1MOjVJMpFRMxWdtwyS5P+VkGjRxeYUg50C0CNuw8O4GEWELNljeloN6dcEQF+Blz+Valjg953+0LbBaAHbg9XqJKZhhkuCq7Ez3j+rJ5ocjLk5HnXu961Y30vDPJcc801eN/73odXvvKVOzGek1ZKYVvSo+tZGyooHvkienTfLVocx5mdR8VVtmQp9Xg8ibKxbnzCgM/z96TgAxnmVeIV4Q2Edcg2G6NGmej8dE1Vxkry4JHbFmm42F0bL8ls6E9NRaFY2xprR3uouvWBmuZoh/6oRTutiLJvlffYVgyGi/AvjbDpNwjGPi/ApdLpYbxs7Dt2UkKtD0ybsFGT8xbun4kNcv9sNOBEmtH5hbfe2g6wNjIqZP+xCMU+BB5FC0gKConD94HCXIVr7aysdP8ykrB5IIB6EbJFIbvURrJ46F2kBMkkoZR6DK7zu9tQ5SwGCFQdgGUVAHUy9qfQqoZBMNIpATPl2uFXWobgBl1G7bRqwFWz/Dicl9NYAS4UYHNOOswJoT0gouI6hZUOGokBn87l5Jn0FSbTGt2mgj7aQx+YUlblzsAc7dBtA9NJjYnT/Z3AJyr3D2tF/jU/0j4G7KGjcAAAEXiThlWl4gE0y6F2MTtIMlkJaON8PLSeaFFZK+6398CRDw9Q5Ikvs49yNpEH94tgo2D+eNtAJGqOGA3jm46dZHcuG661X5aLRz7ykbj++uvx8Y9/fJXvbBcktlfyyqPzHFsKuRoEiTygw6HzdfR+0jHEwvEhQl5CWBGDD5xoWKGi4ifWwKCNdHQsOjsWAGA6pJk1GcSoXQ6eNXUAa+ogNuwhNHYNANCrzpc6V3796FFXp2NDnYkzzBk4Y73GOY7B86D1Fhcc3MZ5px3FOecfRfMAi+qQhlojcNZ2FuboFAcPT3HgntbnT5uaNRztNO5rNQ5068Qk0rWfY60a1FjHmj2AdRxAZV2+IQbM0KPTE2jdiHkxvo1SVTyX6KGtY7uW7r0KeY20ojkC4BlA0PCgGaXC0AR+pek4irqZ7r+N9nv5M5Q6bctsHuPthPS8/DNfAwpstRNATqWcPNZVvVtEFgZ5+r7Hm970Jnz4wx/GYx/72GwxevOb37xolyePJFS5UtKsDOhxxn7JI8FIMlfb8nGWjmmTMnO4PbclKz3E0qchWEEqx/5pARhXlaX255XjKZZSF+243C6DTdyWcw0Y9B4o0dYZz6jRu7xDImNN9BIqkIHfQzB5QCDPpNfY7moc2K6xcbSHqnpoY2EN0N9v0G0C29sNJl3lcvgocCH7Sof+ZbgWAQYWRuRp4BADLQxiSsocqPhyrtJ5loBX1rYIHAXDHW52U9Amzv4vvbPsZY2N96jULj8PiOnLqcTj5ec2nONEWQxWcmyy0v2xzGJwBiGDU1miYCsLYhkqyeaJl2LWtXHOHZEXpUgnl8zMwBzRCcDCoArl5OGQsC4rpU7eSQ5Rdfl5IjCic8DFWtR/XIEqsFOi62N4h8EI328fmbbMsqxUAOOpHbE4p8aB99sa1dEeer2DWlOwU4v+qEG7WWEyqckRYELIVh2FfQG9+N3Auk2M8fMV53vQMM4TnOr9UM43zJO1JlSFsSHXgw9Z47UkYeYE1s+6cJ5UARASbK04tLfkLc5ZOTQQnQBCpXVoiMUjJXkWM5boSsbk13/913Haaafh5ptvxs033xz9bZXvLJeZelfqm1KoVvJ+DAM1Jj8W8D8lmxJInWJyrPSeybCpVE9QcmAHDijtjgzMeGLyUaJhHQHONQw6aM06I1w3sUcce0fVqFQcrqWU8fqanJmKKmrpNdQV5eFZV6fjoD0d63YdjaU1v0ULowymruIg26t1dRCn4RycXR3EuRsVzt8AHnKwxUMPHcWDz7kPp58/xfq3H4A+6wBw+gGqhAsA2y1wdBv1NzaxdtcExtxH5zEKm/0a7ptqnDZZw4Y9zTkWDLg6Y63WsW4PYMMcQC0q/VL4VY81NUGnN9E6MMeYNFwrVMy10IB2uY34mfC6tfHgDlf0qhzIUwGUiNrG+pZYJmwrwK/PmdPE3//ard4cqUF7xPx5D9W54jLsiTgQqCThOeeCPbrch5tRf5wYy37Q8ScDk0fKC17wAtx44404dOhQ9P2Xv/xlPO95z8PHPvaxhfqbD7oW8n//7//FxRdfDK01Pve5z+Ev//Ivo8/xkBtvvBEPe9jDsLGxgSc+8Yn49Kc/Pdr+/e9/P77jO74DGxsbeMxjHoM//uM/jv5urcWrX/1qPPjBD8aBAwdw2WWX4fOf//xxGeuiMrw4sTFVOGbQwzBUcUGwPRhI8udI+82Ns/ExpIBBCeAYq9ARS1qphH24Q4wMnUyfgSul21foe0Wl1CcWZtvAbhvYKWBajd4odDbPyQMEgCftV45nloSqWaH0PJDfu3I+BAy2lQZ5ujCkfebIPLJ2QUpjGPbmUgeS+bP/FKSB8nl5FvnsV2W/32Sl+4+HaPHuCGbkgJ4p65Gga3yYUPG9LTFNQr+hz7BezNJPKWgw1l5em6+wKMEghITO3I71rTQ1parhrQ8gwnV7jb7TMFNQDp5tA9ta2CnQdxq9CNE1Yr+W6ny6ppiZKa+b/gvrlQw/HpsDee3yfg3l1TOiHZ9/iCHE55al08fYm/k4403qeFvpFNhfnt5l9L6xat9QeW6//fbBz5e+9KXjdp6TRb8us7kcem7nZfCEA6TeHNK9ySGSKS3suPQjAdpgw7lkzU4D+cIfisJH00TspQ05A8Sl85fGSmkJiCXT2HU0dg2NbdCgRoMala1R2zq79kqv44A9iINVhdMbhdNqgzObDmce2MbBs6ZYO7+CfvAZwAXnAOefAzz4gcD55wLnnw086AHQ552O6tw1HDi9xWlrU5xW99jQFhs1UGuFGrVnDtH1Vahtg8auYc2NrUGNxjaobY3aNv5amHklRc4n38uhHGny/jDoxuCZnzMweO/mVpETNHL2j9z/dE1OHbD5NVTieRH3PtpAHb9QrOzdKa0Bu7w34HV9mc8i8hd/8Rf4oR/6IVxwwQVQSuEDH/hA9PcXvOAFUEpFnyuuuGLh6/nsZz+Lxz72sfjEJz7hv3v3u9+Nxz3ucTj33HMX7m9hkOejH/3o6OdY5X3vex+uvfZavOY1r8Ftt92Gxz3ucbj88stx1113Fdv/7//9v/Gc5zwHL37xi/GXf/mXeOYzn4lnPvOZ+NznPufbvOlNb8Jb3/pWvOMd78CnPvUpHDp0CJdffjm2t7ePebxlkcb70JMUjP0QJhWH3gDIXnrZfrYBL5HofGNQamthi+2AdDELbYbOH6ioffhERn7uzQSAznlzbWKQa+U8uq5d78K1JkZhu6uwPWkwPVqhux/o77fo77dojyhMjtbYahtsOyYPV1jRKgA8UlkZZvHA+vF6E181Sen0AHLxBiV4aUN4RGDxxDka4nsM3zaaW8v5nIaSbYfwL4secOU984VDAEfS01poF4vw/PINcbNSUvJ7he4zor/oZyXzyUr3j4vU47kEgy8cMFuPB3YO63+pm4f0boOQ+LYv9u/ZlKKkLpVd7+BzhmVAg2AQCnaoYb0DZvwEA5jbSv1I5w8bFTaOaQ4NenSwCcpfaWLfsOoxFuisY3H2NSbbtdP9pPc71v3bpPsnvcZU5OThtaRWLhRYGKZ0NW2kn2mNkgAPr9N9pPepek3j26a6POpTsHPC2sA5eVyOHb5Pieefzx3uQyuYZVVWOt23k+t1YYMZJNghnvXJjIgsF09+3G7Lyar7v/a1r+FNb3rTcenrRNevcwvb0EU7ZGzDPL/MAoaGQd8C2COYHdE5EBj+GUijAkCuha1ZBG0Q+pYAUZr4mX4JQAZVrmpQoUZlKwJ3lEalNGrE47WWUi9Uqsa6XcN6pbFRWZxWG5zeTHHo0BRrDwD0WRvA2WcAZ58Je+7ZsOecBXv2WcA5ZwFnnQGceRDqjHU0pxkcWG+xUfVY0xa1Umi0FrZ372ZTuyTLChWqaHwVap+AWerOEsjHlSTDXZLObH6OBKvKnVE7kM3nOnJsq0ifRlVI5f0s3//hZyt+djObXaXnm62LFwY4S30g7Af2QpYF+Bct0nL06FE87nGPw4033jjY5oorrsDXvvY1//nt3/7tha/n05/+NK688kpceumleOUrX4lnPetZeOlLX4r/+l//K37/939/4f6O212544478NKXvvSY+3nzm9+Ml7zkJXjhC1+IRz3qUXjHO96BgwcP4jd+4zeK7X/lV34FV1xxBf7Tf/pPuOiii/D6178e//yf/3PccMMNAGiz/su//Mv4uZ/7Ofybf/Nv8NjHPha/9Vu/ha9+9asZEnd8ZfgFS5FdFg/wFMAV/0JnL2VacjaAQpwYl4CbLus37Z9O3jvjMgab8v5jr680XjXyRYu9tMb2UW4eNvalkU9l3IM3l1in4T+ZeLm1wNRobHZkzE/Z2D+iyMjfrDGZ1Nhqa2z3FSaGcvIYYeynAI//JEZCWl0reHzzEvGk8Jt8zryRHaj1aZtobpnen4A2TK+NNnASEHIGTAiZMFHfYawhrMt/l4FCKNDvywBPLHysu487DP7YJdH8VR6fY5OV7gdyfV/StSU2JDMtGQCfDZoDMYsmrcAUgfbR5p4AiWBoyk2DS37swrZC6FAI2UqNZW47BCBF12kdm0esV1qEdSkV8joYFXNZuKdKB7C/55w8AuDf3mwwvU+jO6IwvU9jslljc3uN/m40Whvuigf3ExXWWXduMVdaNT5cKwb43XyZ1o+U1z8pAbQJoRTFduAwrbD+0r2pPXjEx8jS7VGpdQHYDK4pnvUTrxF8PjkeGao1nItnTHYH9FnWk7tfVP+LXvSi4ue5z30uXv/61x+Xc5zY+nVAZrAIU/ZZkNnP7iyG4mISs0Xkz+i7Etij4vdzDNDJJAUVVMwg9GC0WHckiKGgiRGDChoKnBks5FMLYDYcyNGgRqOBNQ2saYP1ukez3kEf0lCH1oDTD8Gefhpw6BB9Tj8N9tBB4NAB4NABqAMN9DpQVQaVsmi0jYqj8PkYmFHQqGztx1f78SmkzBzaQ8mcSuMSnoH4Xkmwh/+T5wp9y3VwPPeTXOMXA1+GiqUcm809mrT8FJSnPe1peMMb3oB/+2//7WCb9fV1nH/++f5z1llnLXyepmnwi7/4i3jFK16Bn//5n8cHPvAB/Mmf/Ale8pKXLDXuhXPyfN/3fR9KiX8YueIFYBmZTqe49dZbcf311/vvtNa47LLLIuqSlE984hO49tpro+8uv/xyv8jcfvvtuPPOO3HZZZf5v5955pl44hOfiE984hP4kR/5kWK/k8kEk8nE/37fffcte1lB5IvojSw2wjXGq60AaQJmKrMIKvdnBUoMDSjAqjqEa1nlFLFT5u4WesXCScLQuX7zdjRu98NS8kg2zJF4DnOvo0so6bLOV+LR06ryytQ4Fg8zeeQGnJMjhwo1Cp1xhn5f4Wjb4NBWA2MU+q6HNQqTCRn6m12NbaMxNQqtifvxtH2+NnCAQQCkvAfEG9lcXcUIplLspU0X4mhjZuPqOFEb76Xvg+dU5RunuH3vlbIs1Rm1TYx2apx4lQpGvoxPd3ciKHz/XKTes9336C5bQn0/yete97qljrv00kvxvd/7vcd5NLGsdP+ApGVLncFbFKV9bh7WzaTj3FoguglMGDhQV1baoph9qUf4GK6yxeV4ZY411hd+s+ByRHCVLQ/0mBZWr8FXcITcIPC4WlhbB90XrSlUDYqrCA4l369AAIpRMiebQY8+YvMoFU0NMXmMwnavSfdPG1TaoKoMdGVheoXplMD9za7GpKdcbBLcN5Z+8mlo0+/y8aAN1+L0fqUav0YYH37VizEKryzfO8f0ZEAM6KHUWmjn55LmkHP3hNwaVcSKYjCMjpEAT1pVKxa5TvjnMGHxDK1VISdFSQosnnRzvAso+oleQv2ee+7B3/7t3/rfrbX45je/ibvvvhv/+l//69F1YR7dv1/0647Y1VLfjgEzexVinujn+CeDJEOpF47D6d25JKhMedmGzxkADAb4XQgKFIA4pW9IUF87QFyj0gqNBhpt0WhDVbTWKmCjAZoaWGuAtQa2WQOMgWrWgLoGqgqoKygNaG2hRU5MvrOSxRrAJhXZJhoKyup4PY2cLIsk26a9mgTJUuYNg06wnZtbuR8rA+LMqMrvfWFM0nkv9g05IUDtiU4L+WZ3XyyW0+N8TKqD1tfXsb6+vtRYbrrpJjzoQQ/CWWedhac85Sl4wxvegHPOOWehPtq2xSte8QrceOONPhn/lVdeiXe+8514+tOfvvCYFgZ50rrsfd/jS1/6Er7whS/gN3/zNxcegJS7774bfd/jvPPOi74/77zzogVQyp133llsf+edd/q/83dDbUryxje+Ea997WsXvobY4CflUEzQyca+B3r4cKfAVIzuw+UKCMY7/OKWGvr+FEoTuAPAV9mypapcwoC3HMqTgxHcp0wC6hNwoiGsnxcU3QCGvL1sDJvEKAbgkljGYAcZxUGVSzXGxjl/iMmjsNlrrHc1jkzW0RuNpqPzbE8aHG0bbPUVtnvtq2tZ0V96+5jd4a5OnLuCzMlA5d57ovZLJo8SCUW9h9pA0uuje4R4sQntO/AzJBcZIPa8RB5aBoRKoE1ktId7n0rKzopAISkLeRt2Xk6GBGy33377UselenknZKX7Z0us6/ndleIMTy6P6sukBkCVq2wBsUeQQd74fQ86msF9+resskW6RAIx1CNVEaEEzDUMJrC2JZBBdREgJMfCeojLfLP+1+ghE4V6hg4DPBE/R4ZsCT2JHj06x6aJ4+alrrYgJs/UaGwbja2uhnZ7RwZ5trs66H6jo8qKxAgNyf2ttU7nB71vLV0PhSw4VqYzrKl8fBvNkQ/VSp0bphX3zOVaKFSU5Nw9BNy0vs809Jf7DX323hYoVdWSoXWxZ7ryz1QAFOX6FCdcZmZw2LQM6//dNviXD7/aH7r/93//9/HCF74w+/6zn/0sbrvtttGNwjy6f7/o12PRralEujYBd0afvxl2y7EzePrimHZDUvsyFWljx8cAgzlBpd5x82r8T3lMYCtJOKUwyKDYjaFP19HPvge6HrYD+l6htyGfGhVCGU5zkJ1Gpc/E/PcjzTM6JLPGEO3XFjh71EdBR0k2WMx5XeyZS69xbr09D6i6S2KxnHOX14uHPOQh0fevec1r8J//839euL8rrrgCV155JS688EJ88YtfxCtf+Uo87WlPwyc+8QlU1fxhoU94whOwubmJm266CU960pNgrcWb3vQmXHnllXjRi16Et73tbQuNa2GQ5y1veUvx+1//9V/HDTfcgB/90R9dtMt9Kddff33kxbjvvvuyh+G4S+IBLgMsvQeISJhBEZc8BwMZShNww30iB24Aoch9eJdxm498HNGQk41DKj60yDN1TFHZpt5HGoN13tzyCYwFesPldLWrnKVR9eGFmvYVpr1Ga7TLxxMqaIVz01wZZ+TLULExMQg5hiIWz4DxWyojzMcMiiuZN9wmZ9mU8vcMV30ASgmX0+sKsr+AHSnLllLcT/Kud71rr4cwKCvdP0tKoE5ZhjxuUo/nx2h3TAGYjY5L/y7z8sSsywhE8iyRnMkp26dsvzRci3rTfh0CYk816ZY4ZECGnxol2JyI9X+cdJl0P1VYrLBWGUy7GpUx6I1G11dO7+tI79uoL+kpZg0dh8CFEIncUCtde1mYRZOHxfLcMGAUhdMm3uPo3Aj3imR0a5XJ2LoTrxfMHI6TgO4nWVbv76dQ3ZLu/9KXvoRHP/rR+3pdWESOya72DtT59ezyMs6s8cwNBN1byk85jwyxeCwsOYITJyGx4Q004yRea8XvLEmuM+LcYrMZRKwRrZt/0gZRHVwAsT4xYB1NOTBNr2CnhqpobU+gJhPYuoKqagJ3traArW1gaxt2q0W/BbRt7XKpKXTWojUWLaYunDW+Lh6fcR7ssH5wmPCQPeuuUYQlx3PCueZciFeBSZ/q8fTvY/MqjYBZa8liIVwD5yzu5RYEJfeZc3cc1hw/DgD+/u//HmeccYb/flkWj2QuPuYxj8FjH/tYPPzhD8dNN92Epz71qXP384QnPAFvfetbfXUtpRSuu+46/MAP/ACe97znLTyu43a3nvrUp+Izn/nMMfVx7rnnoqoqfP3rX4++//rXv47zzz+/eMz5558/2p5/LtInQDf6jDPOiD7LCYMwNn+JlBaGE7Mlgkc3airoejJJcppcMxZuy8ybQO0uK5PQ1veZsE6G2CHy/J7qqUOZR79IwXiqezhrnNDSwqATnlym0adiEZg8W73Cka7C/dMG90/XcGRCn/unDY52DTZ7jW2jMO3hPQNSgkeXF4wQOgAgeFNtssHx89Qj0FYpAV286OXzNEaR92FgsOD8OsVQLWtgbeufLZm7R7YjGQ7V4vsWi0u4nLKPBuinexmqRedfLvnmPrLz55Y0Me1eykr3xxLr+iE9K35a6wz4blCfBl0hgYay3vcMEFV7pifr1YxxCE4WWfu+ObSo5xLp4jhZPYTWkdbrKt+vZPMI5iGVWxc5eSyFQHGFmDB/Br0LHxvavFsQYL/tWJxHuxr3TxscmTak+6eN0/01NnuNiQvT7Qc8fsze7C2fm417yrOgVeV1v1G8cUiSLmsqUSwLCXimk7u33C4DbNx9NKYDr8/Eyql99RY/Vl4bJKMruu8DDM6BSo1DY/GsT1EBYZjF454ra/ZkHThZEy9/9rOfxcUXXxx9t4zu3y/69fjZ1cOy48+fsKc86zk7V9nul0Cu1JsShMj7Cu+tBHzYPpW6IFoPZoSnyfP4Y2w4DwfOGmXQOX5lx2AKXFhrEdiw6I31qRSmXYV2UsEcNbBHp8D9m8Dh+6EO3wd1H3/uB+65Dzi8CXvvNqZHNDanDTb7Ctu9wnYHTEyPVk3Qu1BWmZ9MQk69pXBfGn3rEvmL9RTBaSq/T4uihDkJ71s0Z4jnir4LhVjCsxG/rzl7Jl/Dj51NtqiI83GCfSFZegb/h70HfKxVS38AZPpoWZAnlW/7tm/Dueeeiy984QsLHffOd74zK58OABdffDFuvfXWhcdx3O7Qn//5n+P7vu/7jqmPtbU1fNd3fRc+8pGP+O+MMfjIRz6CSy65pHjMJZdcErUHgD/90z/17S+88EKcf/75UZv77rsPn/rUpwb73FVRqcEvlUPi1ZNGWXETL7oVRrYHkgYAobStBBrGJFR0io187lMntHTjKrdYGJHrxtE7VeXLqRMl06K3lkKrBNgTzk1/b43Cdg9s9RpHuwr3dzWOtA3ubxscnq7h/rbBfW2FzV5js6fkm62JFS//q3dMHvIQG/QqgFFpqBaDVQaBti9Lx48ZzmPzGryzlHwzza+T0urDPbBIEy6PhWqVEi6HfuNFP8zVQMLNPTLs90r+4i92p5TiC17wAhw9ejT7/stf/vKO599ZRFa6X4o0lkaAHtbLMrSX9XOhvQR66N9Sl0gDVq4nsiJXCBmKksSrANowQEDtHMATGcchjwGxdILjIE3cySGrssqTtWR0pxsDyndD5zYw6FTrjPUQQpVKZ0iPT11eHg/0tKTz+efRnnT/dh9ysWUAPyDcKz06dAK8qXzS5fgYyp/D1+zDqiSwZUMuItbXMvRKJj01tnWgWsjHoz3Ak5SaF/NtLIXkeb1fWHfCGi29+2np3XBlPneP7ZAmXC5LvEE8mWWndP+1114bfR796Efj2c9+Np73vOfhIQ95iP/+xS9+8VK6/0TWr2MhJPx8ztM2NFryOeX8lgCCzk2rF0rgR44lTqwfOfMiXS5FOBHdu97bDr2ZoLcT+un+bWzrPq7ASuQg4N64nzbS7TGTkIq09LZDZyfo7AQTbKFVLVp0mNoWE7SYqCmxamQVQmgY22GCFtu9xZFO4XBb4ZuTddxz70Fsfk2j/cpR2Dv+Cbj9q8AX/x744leAz98BfP7vYb94J/ovfAOTO6b4xt2n4a7Ng/inSYNvThXunRrcb7exZQ+j7Y5CqUbMbIte9dn4JmobE2yis9vozcSHwWa3FX0oOGBbP0dDznBffdKS7d+LuTem8+G5EcckeTYY9JeFC+IiBklF2wFJGZfjIu5zwTmU9hHsk0Vggt0HfcwxfHZS/uEf/gHf+MY38OAHP3iu9r/7u7+L6XQaHW9MGOXm5iZ+5Vd+ZeFxLByudeWVV2bfff3rX8enPvUpfN/3fV/099/7vd9beEDXXnstrrnmGjzhCU/Ad3/3d+OXf/mXcfToUR+v/PznPx/f8i3fgje+8Y0AgP/wH/4DnvzkJ+OXfumX8IM/+IP4nd/5Hdxyyy341V/9VQBEdfqpn/opvOENb8C3f/u348ILL8SrXvUqXHDBBXjmM5+58PhmShE9NyjmZmBDEiFpFSdUHk/AzMf3UXufJJMBAbhknS5ky5deVy55s5XUPbcp8BT7eCGK8jEIaj97H612FFK4zQADv1E8L+Wv0Whh0HuvMOflYfDHWIMOBr21npafLt1sqLcG0Ephs6dzNa5MeqPpvJSYU+NoR2DQpFe+X8rJwEmc3bkMeSEcFDU4+xwbzJ5uFmmQK+EZp3PEqqXEjOL2lj2oLlSr1C4GbpiGO3/C5aEx5AmXgfmU97ja3OnkbMuGay3qGOVSii960YuK+hCg+FxJsV/GO/DZz34Wj33sY/Hf//t/90bzu9/9brzsZS/DU57ylIX7O1ZZ6f4RSXKxWQ6d9RtwuDFxSJR2caIhN49V1r/LcBUGs3w4Nk7AHAE9ykTvMm/ig1HXgRIl0zFa07+1bkjHm5o29raFsdoZsR00aq+AA4jhAGUB9EjhcrpGtTRmKzYsLvk+J/as0KAT7Jfekve1s8YDPfId5YTJvVWY9pQE9GhX+dAApSysVZgYhSOdxmavMHWAUBqqy792hnR/57y/TNmvHHijRUiZQe9ZSYG9qX3pdLnmGcNMJ2JblhhOwcjnEvata0PAV8oKpceN5j2ElWgHqI0kUPbAVZxsWa7l0TGwgO29sT+aiyfb2O4u4LNbYbo7pfv/8i//Mvr9K1/5Cr70pS/hoosuwl133YW77roLd955Jz7/+c/jh37oh5Ya+wmtXzOJbepBu2JwcWf9yqpbOs/GhcOogl7nMEwBXot+Apsn1tVyyOk7Go1fGXDuS8VMcgMokXOmt13yrgPR/Ph3uvfnDSz0eMPvmUK2RYcJetWhBW0+jW1glUGrpoElgz6sNegxUVNsdQabncaRTuPetsGh7Q2sH+6g6y2o5giqw9tQBxqfZNNutejv7dB+0+LI3Wu4e/MA7p40uLfVuK+1ONr12FSbmJoj6M006C03p62agpMtW2UwUduYqi0CqszEJ7SX88sgPN3L8F0fgS0m2tPxfNFep6cCLk5/GttChrBJ2xwC0JdO/PCMhPPFbcoAewoIDrGG5N/L4V5DoOSycvIC/UeOHIlYObfffjs+85nP4Oyzz8bZZ5+N1772tbjqqqtw/vnn44tf/CJ+5md+Bo94xCNw+eWXz9X/c57zHHzta1/Dgx70IADAox71KHzmM5/Bt33btwEA7r//flx//fX4mZ/5mYXGvTDIc+aZZxa/e+QjH7loV0V59rOfjX/6p3/Cq1/9atx55514/OMfjw996EM+udtXvvIVaB0e1n/5L/8l3vve9+Lnfu7n8MpXvhLf/u3fjg984AP4zu/8Tt/mZ37mZ3D06FH8u3/373Dvvffie77ne/ChD30IGxsbx2XMoyLiiC10sjiUgR5OfEwKBh64Cbl2KurSqgDcuPZZrh1FiZI5klZuDFI8yrdVlPtHqWCUSyWRlkaPqnFxXw7oIQAHHgDy/TlARxf0CitKNvKp5LmCdaAM+258GFevsKncyJTGmlZoFKlHqrylsNlTSNfUWG/oy0SeDCbRJ8TzGvSZF5e/T6mZPD9a18JLy23KDKr4UYkNcgtLG6zEQxszgriqlsZQwmU+Jk24XDw/8jGwQRWzeMKzu1/EuOdkp+VpT3sanva0p4224VKKxyKf/vSn8cpXvhKXXnopfvqnfxpf+MIX8MEPftCXwt1tWen+JcUbkSFJfvB+KgcIsecuAKwlo4zfb+4LztCsCm21qtFbAyCEADGb0igiuytFILtVjQN9as9M5E2FtWveCJbjYKM+0ltcMEBx+FDjE2B6Zosso241uHJVJ3JcdKpzuj+FxpnFSe/6Ni2EOKIVWpekU8GitwqtVTjake5nJk9vqRyvTGbZu+97SyEIvepgDd8fAqHSMN00txyzkZh5Q4xV5yrgzYUAVqLHA31UVYuAt3XB5EnYQcJjb509kYJH3JbHGzzYZaYnSepFNnyzEViiqYR1pQjw7FJY6W5V19op3f/Rj340+r1tW7zyla/EW9/6Vq/7b7nlFrz97W9fWveftPq1KIvZJmPgTpQ/zSfKJ6BdRDKKflJ2BdtK5IhVCLrS2pDPpzSWkJeHEuIraL/fT1MhGF+oI84jE/qNqyB6fcxrkaIkwQwoGcdSmWITGtqFqZLd3mJKoVOmjcZrTIdJvY3NvsPRrsLhVuHQtMKGXketDEyvcJbZRHOwhV5vyU/QAf0EmB6tcPT+dXzzyAF8bWsDX5/U+MZE4Z5Jj/u6KY5UhzFtj6A326j0mr+mTrdo7ZT2G26cU2yhtdvobGA6WWY9Jvddzn3P0QbJ99kxzrmtdZjX3lWlJDYPF5yxkQOHnhN6bgy6BGDn9dnp6nkARxvut28/t84dASVPIFnWubvoMbfcckvEWOfcYtdccw3e/va346/+6q/w7ne/G/feey8uuOAC/MAP/ABe//rXz+3gTcNwj1dKhoVBnt1IAPfSl74UL33pS4t/u+mmm7Lvrr76alx99dWD/Sml8LrXvW7p8sTHLGmJ3UjYo5u+0COLjgoJmENS5bw9g0KEeLu2QsnT0AR4E5XeLS1Y8bjl4iS9gD5JpHXeBvE3BjwMeipJK8crPaAOyomqXTn2DRC+6y2gtEXnvLoTh9xYRfymqSFjvzXOW2vD7ZD9WYRzGHCSueSKbWzkFquFDTBeSgk15U/fzitq4xfpMgKftHdnL4Vf5V72kHC53A9/OXzv8zZigcnRw10x9i0WN9r5uK7r9l0pxaZp8Iu/+Is4ePAgXv/616Oua9x88817Fma60v2LCBn3xcqKXgpAKRuX3hiMWZTWst6l41nfAshAFvZQe33OuhpSV+dOAZIYvJHtSsy/1CAuha3yZkSOAaBQWBWBKJxvwoaqKi6PmtT/Wll0RqFVpOc1gC0AtVIuGb8SuXiC8Zr2Q2ML4D5XjGFWZiqGAZxIn49Vz3BrYEGPh3Wzj9aIuGR93DbMJa/PrPfLIEym/8V9KbM+5e/p8zsPo3P3ZVndD5xauv/k0a9AmSE/IhFAw1/xxnvo/WUdrT3jEgjgiwTvx8dZCccZAe/eoSr0cWrPeZemJeaesTpctoW3wRl0GBqH12y2C7nFYERoEQm/69xfqzZRVQ0mDjzhSrKdatHZbR/exGuTgcG2OopN0+K+aYMDdYV1TdUee6uw3deYdjXWmw5N4xjuVmEyrbHVNrhvsoZvTtfw1e0Gd21r3L1tcM+kw73qfmzaezDtjsLaCQACEXu06OwEWlUwtodWFXq0mGATU3sErdlEZ6bozdQB4zZaL9nhEe1RJIDuJ0YyYjmcC3755rn04XIZGwf+O3awE0M12M8mYRDFYEt41tN7HO/Thmx9lph1lh3rnu84lDzMwX6U3aqqe+mll44CLx/+8IcXHsNuyFx3bT8l+dyPEpJSHR8WQXi5BZUuU96VP3eUgLkIyrgwHv9Q97kSAxt8FbFQrAvvmZd9gmDAy7ZMN9deQXEpdQNZfjHNd9OhJ5+EY/J0DtDxiZgtV1YBpgbY7CgG+EircLjVONxp3Ndq3N8p3N8CRzuFrd6iNRBGf+gv8uZaou2z5yIVo1weHq+0e3cNIUwr9b7GC3wuwXNAXhtKuOzKoSOmyPu+hIKWCZfLoFC8aJRYWaHvNB5YsngKGxWIndIeCm0EF/8ACjfddBPOPPPM6MO09UXliiuuwG/91m/hIx/5CH7hF34BN998M572tKeh72dXspDSti1++qd/Gr/wC7+A66+/HpdccgmuvPJK/PEf//FS41pGVrr/WKTMcEiNR29Q+YSHweBLJbzfrC+d3i8a98zqq/15bWRIhj4DCyXk5THOMO6L4VhSv7UBwBc6nUO2uB3r/R5d3I8L3JKJNHu0lEBT5GWL9LXX/RabncLRDri/o/Cswy5M4H73PTM4Kel+AAOko6C3Fp11YQgib4PmxNA8NmUivc+hzDR/jQeG0o0Xsy2J5ZkAWo7BQ4yfPgrVSvV5nOMnhIoNMXlSfa4G1pP44xJP2xAqUAYqU+/vmFNoZ2VZ3W+twoc+9KE90f1XXHEFPvnJTxb7kbr/p3/6p/HP/tk/wxVXXLGrun9fynFYj2T4VJC8otL4GEzSj/j49z1smkO7Xuj2+L0rbtCjEGAGejoCLUz8M1s3EvuTP73tgh6JwIHKgxnGdi7MaYLWbKLFFib2fmzjCCbYRGs3HUuGQpRYjGkxsffjiDqKw22LeyYGd20Dd25r/MNWgzuOHsDt952OL997Jr78jbPw5W+chS/efRa+dO+Z+OJ9p+PLRw/ijs01/OOmxte3DO7a6vANcxSH9d3Y6u/BtDsCDmfl6+kwQWspPGtbHfEAz9RuoTNblI/HTMF5LsNz4PYhpg0fXsucLqb7Jm3eMMfGtugMhYMxwGMEI7OcVyfcf9Kznb+nka4urOcRa0f0x8+XZw3NhLslwMNzMXTMDIhgDrbRToss0LPo51SQuZg8j370o/HqV78aV155JdbW1gbbff7zn8eb3/xmPPShD8UrXvGK4zbIE1oCZOtia7VHdaMqKwpEy0RYFDziCx0ZhsFTyyygGJUNOXQ04QRM74cG5IKiAt00DFfDclhYkm2e/x7lZbCBpRLo4wE84LCtgGq7JJMuV4Me8IBaZdBbg9ZYrFmi39cWsIrZNiG8qu0dSFMRZt5ooHKe2taQgb/tAJ7eulk3QKV8SLAHkWhTEbLzs0gQikun8wIn54YM/ZTlFHvFfe6EAsASFnvj7l+dtQk/+8D48QBdyTPbe2UctR3w4lorDZUhGVDuxwnoXEZ4m7HMcZdeemmWR2Y/lFLc3NzETTfdhCc96Umw1uJNb3oTrrzySrzoRS/C2972tqXGt4isdP+xitPzCZNjMDcPDCk5RdR+qVuCBP3r9YpKdDSkjuYcPkkpdTEWgMK7jOqgVANrJ+BQI6spnKhy5gJ7Qin55SQCj0KflXM299CqASfo9N7TBODXaKBVA7gklr3u0KJDb9eIgamZgUPHeJAfQK1IU02Uwra2XqeT59iiM6T7AaBKbNbOBnC/hUGHzutBdk7EDFNi8fhk+yC2jdYEkqXMH8lyCvclhPIyOGa8wU9Vtai/xlfr8n25DVjM0KmiBNc0P8EWCO2C3i85A+K1gjeKQ7l43N/lhnYPZdmzWxDY8t73vjf6fjd0/9VXX42rrroKZ555Jn7oh34IT3jCE3DBBRdgY2MDz3rWs3DffffhX/2rf4W3v/3tePrTn46HP/zhu6r7T1wpbJATRppk4oScPHM4YSJWsrPnJahS2vS6cB0lbHpjA8AdjzN2AEiQyNoWBrRPSO1CBh/8NRScsRx+q6Bj2z5x6FH7zgE9UyhswcCgVuvQmPDZQiiUCaC4hcHEHsFRdRj3mAZ6omBsg9ZoHO007m0U7mk11rVF5W4HAfYK24ZA+fta4K6tHvdMCOC5u7oT9/d3Yqv9JnpzFDLktbcttG3d/onB9R4Tc4QAqn4LXb+NnkEewdBnMCfNSxbC3lLpvV71cymBNF4vE0dK9NxZcf/FsbLvWKeWQJY+6m+IxTN3Hs3MgaNGfw8nnwck2nnZLSbPbsiHP/xhnxaBE+N/7nOfAwDce++9S/U5F8jz3/7bf8N1112Hf//v/z2+//u/P1qM7rnnHvz1X/81Pv7xj+P//b//h5e+9KX48R//8aUGc/IIv1wDpkdi8BebwLrYXdePy80jReZ2iBM2y9vKgENI1ikN/mzzEHn5mFWiYRF7INOwLo9+azhvbu3bESklAAjeGwpOwBkDPQY9DKxPvtwbrngVptR/Z1zCZAUXlmUdyEPT1TsDX+biUQBUpULlLnBf7qcYHc1KqPoFwLF4XE4e5/WNvKmplxThI+cvXVz8gmvJA6R0BSSsIH9fpPE+lOtBAEKxEi6xcXhsSYJmSGAoPajgscrOsXvGvyyLuNiBQF3XO1LOFYhLKS4K8rz1rW/15RSVUrjuuuvwAz/wA3je8563I2NNZaX7j0GK+diA4dw88BsCmYAZid4FUEzAzG0pTxrrlhgQMiDjXaOO9L9SlDhY2w5a1bCq9bqfDNpKOA8SwMIbtW5N0cRmMQrQaFCJkuScnNKghVEGlaWcQFyi3LLxThAPWtujM7UD4DmUQILylHGoNUClSffzUtkbi4nhEF0LpVRkNzOLh9idDtxXLXo4ne5Yrdp9GNw3if4N4H4Vr8ler/MmKHdo0LrZ+hwO1BcBRpIFFXIf9WIjQs+STLichlBHbE/pnEnGELEKYMWzq4dtlX0C8ABO9y9ptO+V7n/xi1+M5z73uXj/+9+P973vffjVX/1VHD58GAA9r4961KNw8cUX44YbbsBFF10EAHjWs561a7r/xJCcaRGJAGUI2EGmUwEgt4VlH9oBNBy6hVy3Q/lNb3nDy2tARz/Z94v4vFKnEB5hkr+1sKignI73f4vAXBbt/8Z5gIihEvYOqR6TIUGc4Jj66CmJvuiTmCzTCMQ2pkNrtnC0ugdKU2hZOzmIra7BoUbjQK1xqFZotPLgQW+53Dqw1Vkc7Qy+Md3Gvep+HK7uxv39nTja3o22OwJrplCOWcngeGs2YVzqB04H0ZktAnjMdmDx2N47IVPnSACIAluqCNK4ufTgkJgvCawHFo8L8wPAqTJCwu+UUZMCPLnk9zh2yIbCKrkuLB4b9SOe21lVtUpg5h7JbuXk2Q255pprot9/7Md+LPpdLeFEnwvkeepTn4pbbrkFH//4x/G+970P73nPe3DHHXdga2sL5557Li6++GI8//nPx4/+6I/irLPOWngQJ6+IRQEQ3tqqAPSU2TykX/JKWxK48UmVWWm7zP2RAY/aGak6aqeSRdIDD4pCtqQiTBckNiylcuMEy9QXGckGrfMeOIq7JU+oUhoVGjeCuER5jw49evKwWvLGaig/1N4ygEMgEEBGfqdJJVfO5csgD1dpUQqolEKlAW0Ao4KxTx5f44z94NGV4lk8iMMYvKEvPLW8oPLiWvbKu1sN9oaHyi7SY+/bCUAoPFvaL3yhvVzAY+9QCYySfc+Vi0fMyHztdl6SK51bdlrXL1pKkeWd73xn8fuLL74Yt9566/EY2kxZ6f45pbT4Sq8vszgToIekwOYRQDwyvRtAlmCX5W1ZH2hwAubQJzNIlDWUHJmrXfmQrQbGTDwoxF5LbcX5GTxiCnqy0dDQgGqg1IQqeLm/GdvCqJgpQSXcGxg3rt62VLbXEtDfGoU1t1QZD8hbXxZdq8DMVErBugqKrQle/FpbaB2AHuN0Pq0xhmAlxWwaV/tLxUmXjeXKWm7+VOUrcHnWjQKs4fxzrr9COK21xpdNZ91PoL5IuBwxSI1YJ2LgZsi5IKtvyYTLsRc5eJNjLSrDtJKNdOY42FvZP1uOWGbp/vX1dTz3uc/Fc5/7XADA4cOHsbW1hXPOOQdN02Ttd1P3nzgy/92XQE+sjwt+qiGR7HyEvobGVDqndcnwpbO0fC5GpAWYDwbzgQAcp4BBCcjtwqhs/DfJCpTfEwOGgGitm4ipWMrpAwBdv4Ut3ANbGfRVh217Oo50h3CgW8OGrrGmNWql/Ia1N6R/p6bHxPbYVFu4p7obm/YebHX3YLu9F9PuPnT9UUBpaL0uxjeB1b0HvVk3t2YLvZmi77dh7AScAkFFQHsAveR38Xykc0iOklD8IOzxJGgWO2/ScFcZQREAoAjcKeZxLQCaBUfrcA7AtC+U9bg4b9TXwL4gS7i/CvFfSmS59OMpCyVe/p7v+R58z/d8z44M5OQVh+SKBz9QR3OPwpAMeRpmLhKl8Qjvb7kqV6wISwrPAwqCzSN/Zm1FWXVitbBnt88qwzC4wvwXNtgNwjQa0KlDomSg74XB79BdC+vz7Th4Ddqt0UYpaBsAI+6HzzskDFSlOYgADlMgL8PQfFC7GffdlU4vn18a77MkbTfQZ2Tki2EUWTwJEHSKKfWdLqX4u7/7u3jmM5/pw6P+4R/+ARdccIGvfLK5uYkbbrhh4VKKxyIr3b8zUmTzABkQn7JuOAEz638G41X6/rJHOFoncp1OecRC0vwMMBDtpd5PmSv0s/dgMpcN11YTP1P0Y9CjQihRLjcQvjIVXIUtp/+V0P/GhVr5yoiK5lArG+l+GqcFjELt8DTFLE7LrFDj3Aqt1+vkpEi85azXs3w4ZZaOH20UQifnNa7kIgGYEjMzX0/yhMspM0fet/KaIu6fNQvq87FNycknO637P/zhD+OZz3ymB3j2g+4/GSSqXgt4QD2ueDtuj4dKiMk76MH5YRkCl4ZAfEDqbDc+fpeV1C3d4JgjINdHAqSgBnLd7sU5JxWtLcZ2RXBYgvsWBp2ZhH/rbWypw7i/Oog1ewAVGqz1a+A8bAbkUO3QoVMTTBTl/9lsv4FpfxRtf9QDNaS/1qHVmpubnixWI8biqoxRrqIpATwuX1EMflC7UrhcZAtn96WHZ2CVGPH+WJ5QEc4HCOd+sKEjkGRI90bPqPhOHDc7vUJ+/DDAM+e+dB8A/ScTk2cnZOHqWis5RilUbYrEU0MtfPlEDOTm4UVAHBNvCPjF5tw8DYjuObwo8IaAy8CScslLqYeNifbGL+dv4EXFJ9JUjnZqGSBhT3ILqxpwYFSU90YRW6a1Bq3RaA3lWoCmGegNUTw7x+Zp3Xh0r6AU+SCBAAAxqbZxDJ9KKTenIrmz64fz8Rj0PkSL+up9Hh7vVeVEmaigVezpoGNkjC9nti8zc9hLSzfBhWolbTPjXTkWT4GK79uITSS1SSpwJUZ+OR64xD4qLRB7w+IBllf2ix6y06UUn/Oc5+BrX/saHvSgBwEAHvWoR+Ezn/kMvu3bvg0AcP/99+P6669fGfonkmSbCoDflaDHXTvEupz1v5Q8347UIdR/0B0xwMDhPuSd1X49UorYKL2qYXwC5tYxR2rKveAYOSGstyIDU7BbuC9KvAwYV0adx9O7vDtQwVimUuoVKtV4HTtVU7S2Q2uIydkZAFoRoM9huL1LlG9DtjsWCdQ3WqNRBOhwYh/LoVrM5FGtP7dyulenOtgDQXSdnHC5UjUq0Ma8B1ff4iSbvdfR4XEIa4gMDeBQLa0bcAL/sEb0Qvf34NCuiJkTrQ8hZCAAd2UWj8/zE9A7AfDP9h4PAjy7VFlxWYN9pftPAXHPIAM9/IxnoAuA8sYeHmTxQI8PwbHxz9Lp5XktZRCx4r1QYCZQDsJG4LwCvXtRRV0NoE+ccWk/AZgoPfCybQ5ckC4pJd+Pjw3npBAqOmaqjhKco136hsz2dInnYbLkxRBrSaUORYxF0p+dA3Ck3uOkyBNnz3bgpPcy1IWupR18/+nvKaAXM+NDLqfSsQjHR2wsJOBK0KH+uUxZP2wniPnP2DPyuNQOTwGiErjkj4M/dowRlIM7OYtntwCgkyEnz4UXXohlQrF+6qd+Ci972ctG26xAnh2U4D1I2TxlYz9XKsz6YXpfarwjP45BmQQQinPzMJrP7UyksLwBryryWApwQW4IMgBCVB7xc6DIR0veXfgFiiuo1OhhrEalNGR+Hl+rxXKFFSqXq5wPlZMkt8ZiagwmtvdGvTT25Xc02hpKqZDrB5yXgTYK7NFNQ7U4TItjkZkWSvNV+aSbSij0CNCyIRY6mzu/QLUBkFHlBJn5Qhsb8P6qI0+LjYyAKJbYX2eai0cPs3jACnwOI7/k+dohWVbZLyo7XUox7XtV4epEkuR9kXo/S74PAci75p7NY7BoAmbW5xHrR7QhQChOuEnhtT04/4xSxoEMNXpDABKFa4U8Pn6srJt8boo8XIswlSZKDC3z2lC7CgbwAA+36RFCtlqrKSeP280zKD8xxoHz/aCWqdxsa63RGufS1so5CihEt0WHVk0hKyVWoFAtzsdjlIERADvre60aVGi8YyQG7eV9C3qXE/Zzos5QKYvmXubj4efEA0J+89MU1xOev3itKOV2C/1mCZeh59f9keio7W7JSvevZFQSoMeL0MmA29j6TfGY8AZ+PhBTntezekA5YmJmDw931vn5/Uv7GDour6jE5yGbPBTiGNYRQMgvxn+sHNAMRGkf2L60BkYBxoExab/0My4CUKk1VHq4yIO0qSWwQzqP7fIC+AGI+Un149C8FfSZ7Xw/AQwakvKezvcp80VF4yzk1BkCVrL2BZCmCBAlfQwdOzqO3dXzJWFG7jLH7Rf5zd/8zaWOe9jDHjazzQrk2SHhlyQCeny5O6Z3lipLkWd1KDdPBsZwfgdopFW20vc0oOCkeEbbKQ1Y5YwMTtapI8Xo4/uhvXKVHkpqQ9fIBrwCAUfGttDQ6FXnvovpjwQCdehgXPJNKkwLKGgF792lDUCPiSWyfTcQxrSGGhUqVFZDGaBRFVog6ov7s8qgK+TkMdYlW0bwWIf54jCHym8Ucu9rnhNB3i/rgCFi8aTADc0KSe6hLRsFeSn0oeSfnqrvzzPC4il4dGQ7fvZ3m8q5W0yelaxkIRHl0X3iT6vmYvPIBMyR7uefIgGzjdqapG0NrQyFMdnQpmT0K1V5RolB73R7TckmdQhNkuCytX1gcnoQokLl9KFVlLgzACA95bdRBhVvbBDKqFvbo9UTtNaBPMZg0hMTk3U252qb2B7bdsowk9fNlI1Io0IFbShouNYW2ipYxwxqLTkJpujc6kFgvM+vFq1JvU8czdfvK2C50K5Y9zvgHqbM5LHBc039NW7ek7ZuzZGsz8DyLGzIRIlm2e+ssC6ZcLmciwcJEOQfmkLb3QP3gd1j8qzkBBb3nHLIp99Yi3CrEmsiBU5im34xoIfPG2/qc6dvGdTPJU4mXa5UC0hwxyDe8DODCBgN+7KISr+H0LHaWYs1OOyM15BKsAyVBJEkGFQMc3U6VNjEkk1k0Hq2j7WhXLnlZPQS7CrNX8Jk8akzMtZiQbye7MOxfv80C5iTkqy7owDPInp0eAyzwZljBHj2CDUprEhzH7df5MlPfvKO9b0CeXZB/KIgFwMbyipiRMHKBYBo+zkggiQBM1fZIkOfvIN0Sq660ghEPrRj0ICNSDjlzkq2HHfMDCHJSDFJC6qaUoFCs2AZ4ScQpFetp7qzWNDfW9uhQYXWWFBeBZpGZvdw0swJpuT1VdMIgNHuv96uYd2uobUVKqvQ2tBXCPnq0YGYPLIPyeLp0XkmD93bqkjX5/m2QgUNJshkpo8L1VIqJOmU7Xhe2HvAoVelMC3fzi/GBXDJ9yXBINf3EIvHg48pi2f2ArHTsrw3d//QNldysgkbm4bywDijPOj+mHkDpGyejnSrrd3ykVS4UrXbavT+XU7Be3YGSKo76xxtucpW5Y35StWwqqd1wyUEJpDfHYPQbxTaK8B9iDYViMljVAfjKleR/m9hnM7kxPsaDbhMb29bTNUUE9OhMRrrhs6sVUiSP3EA/5aakFNAdRHIs2430NgGjdP7jVG+j94A095Q0k81QasmsEYweVQDbUX5cob3RUVFZvFwefmgRWWYbh4uF8D/JFSLWTxg0MjEa0TmXMhZmWnCZckIjUO1Uv2fsngSB0PkeEoN+kU2OMdfVrp/JcOSsDEEq8eLqJZFTlPx94JTayGgR8XnGT4vF2QJYy6FSB2TSPuNx+OHLteh3LnoHRHsjATcmgZYFdipnISedNk6KgdaV2h8SgMfDpuAPMZyYZPWA+qdncDYFspqdGbq9w+hCtbEX1caYipTSxSZiKqUGDkG1/zxUv/5vubP6RTOnchYmE76TBXbls85VOWtLAX7PQkzGwR4Cs/9bjp4l62qu1Ql3hNQViDPvpFEQShm5qQvcOk7oYBHxSH2NlZ+OWjEYI/8LiSIlAarPG8AF3rREyuPKtsAWOfJ1UAxATMb6z5ky1hUFcAOR0q46cK6VI9edWgxic4jk3p2qKitdcmc3VwYhMTMaanzaLwIoWa+/wFPiyyPOB8tVHh41AzGjZBocyjvqfTkIo7RLVXVGq6Wsjf0+2VkaSbPPnTnfvjDH8aZZ54JADDG4CMf+Qg+97nPAQDuvffePRzZSuaVLDSgKEHvl9g8LEOJHtO+rIXLf1PW67I/+TMat2QmKpHY2W9ApOSAdQhj1Q7gFwxG194Uzsul1BVc2JMz9qnKIq0BlDCZ3Bica613HM6pmqJzAJE/v6ItRW8NrK38cRzu27sQXaOJO0pXpJHmjgACkzP0T+tK6o1Or81X1iqybhhkkezNsXVFevjL4VeLSOQMyFg8QwcJJsIe52FjWZrJs090/zXXXIMXv/jFAFa6f2kpho4PMJLTnDrR8QmrZ+B9KAI9aZ95MrX8fB5scMySop4ty7xOtRjsQHiHFRBYpTLNg9yPyH1DQ6O0xGax6Nxy1fh5U6ryAE+t11GrDdQgsKdCg8auowKlN5DLo8x12aoJWmx7fd4h1m0S4GEHQzzesl0c8uIkbKoBfVoW6eCco7k8byqLADyZ5Ayz6PAxUCZ5R8ohbUNSeHdWsm9lYZDnKU95Cp785CfjNa95TfT9Pffcg6uuugp//ud/ftwGd6JIFk9ZkChhWzE3T051DosI53HIc/Owl9ZXNPEbduOTXbL3lw32AMxIpUmgQJrLwarKextLpdRDaFfl+2HD0QilXzmjmfLpt6Gdo8BzAmagglEGylLllV516K1Ga3soC2hDCdS47GIH6/MpTLCFbRyBAXkA2FivVOOvqbVrqKHQWe0vv7Mh7KtzDKJSqBaX9mUvLPfJLB5v7DtPr6fYI7Qts2m4fC5XANCDRnwsgbI/uClwz2YKHJVz8YiFcoDmujiLZ/fAoZMpXOuaa66Jfv+xH/ux6PdlkrQdq6x0//wiw3UBeN3v2Txep48LMX86WMv60WQGbMi3IwBewbpkho5SXE6d8iMY00Gr2un2PgJiiKVSw6oaBhMwHd7YuA2ziRiUiUBmRUBIBQBqw5cnp7/33qCnedLRx7rkxb3qXF6eBq17uZUC5dFxOrtVLbbUUdoY2E2v+7VnCWkf9lsbBbhKRZ4JhBYTbKGzE9c/rRm1bTybxiThbTw/tVqHrx4pxJiWkof6tV2CYX1IMOrW1kqvQ2tKuKx1Hdg5nsXT+nK/0fx7h0wI1wv/jvO1xUwiEx/jtaAu6P6YwSmTM0uZD9TcGTnRK6UcPnwYl112Gay1+1L373tJwZqZcxQYltlmdYzVk0ik3wFEYM8skaBQEjJWDBdLgYIR9lDKDpV9KWtglaIwLxFR4Au8FI8loEcm3KfDO5DXlUJ6aVjB7q7QoMY61tRBD+6s2w1UNlRTdDsbsq9V70NmnafCVfZqPbwuQ2GpOEwfwGmfy0zq4zSFQwqUO4C96FwtpH8ozXm2h4vPBQyxWwq6VnbLwB9iUIZlsXLpc5x/ZB8xu6+9EclBXfS4U0EWdsHcdNNNuOGGG/DMZz4TR48e9d9Pp1PcfPPNx3VwJ7IMGzs6QfyT3AuJBBaGEW1KeWdc1SYVFpsS84P6LFG3xd+98d4QQAAF+CRnCV0cZOSHvjgJWh+fD0R/Jyp6OG9vO2fsuxwN4jjKn88hVC5BJifKZHaPpTYtpg7938LUbmFqjmBij6C1m+jsNnmEFeftcTl4XFWWzrgEz25TkXpimd3DoFRc7rbyNNQ0mbIxbbTxkXMuDfMozG2ghHEIhQile7PKKmk760AjCcgVPO+p8ZAvHCb+d0HB72WY1skmxpiZn74v557aSVnp/uXF63E2RpmpE4XNsOhI71tQ9SpfAUkAzGyo6ihRb+/Bg7w0twSEKQQorZxCBjrR7Vm3c7iQ1FncL4HNKgLu42uvUKF2laiCX4kSCQedr1GhtiGJMVVX3MZETQiIMT0mhvLzsM5u0aFF6wGeiT0SdD+20KoJVelylRo5zGvah4TNE0VrRw8OwQ1gE4tByMdmrXEhuk0I11Ih3JgBr7CZiPU0tQksHh92x8n7EULE3F2KdLtcc4f6DPkxmmh9DhLWCe8JH8vF445h3R+eTx1sBKzWgWXlAx/4AP7xH/8Rv/RLv4THPOYxqKoKl19+OX73d38Xk8lkz3X/iS6q8B+Js8dl5SXYALwwcD4DvIzfm6FtlU4+fHB8fq/zwRW5go02No6xfQSdxp3XgTDhvALAtdJmTfthe9/pFL83CKG6WaoGpycrW6NCjcauobEN1lA7+KdB4/69hhqNpdDXCjW0lfo35ObxecxsB9gQlgo1BNQkc+TX4SoDeNKw1lxm3QcTfwr2tR/v2PZb2NilqlnRM6xyYH4+UCZxzs7FYgp9yUp1eyns3F3mcyrIUjzbP/uzP8Odd96JJz3pSfjyl798nId0AssMdLNoAGXHsEIYeHGFp3SMIUKSV4mK4/hLzA4WZgnVnkrKbJMScJF6HjnvQOhNO+Xd+Bhdah+M52xq3Ll61aG1VJiWDXUGeAiYobK2vaVPZyfo7ASt2fL/7lTr0jg7YMj1w4Y+sYLyfDxhLL3rv/PfcS4ejjPW7IVOwJswT7XYmIm+rQFsF8yPqCR60g6IFqTSK1wOEYvv9Xy5eHT4u/fkCnGLTum5Lin/nV8QKC/Dop+VzC8r3b+EKGlMaa9PYYURj8SDquR7FcD9oZBNadymYVO+nWDoxO3ifrk/7RL2KgdgpDlkuE+talonZDVBGK8PK9VAo4l0P4f1pqG1KcBi0KLFFBM1xdT2HuBhnd0rF6bFet7In9vo7MQD/B1I70+dk4BZPK2aEkMTlJtIQ6O2DXSiM9OEyynAo6A9OymA9vHmwfdlOzGXFN6gPbAmnQU9OQtsvtanToV4bWbwLQD8vm3kCZd5fnTy0z17rPuzMK39A+oso/fps3/kgQ98IK699lp89rOfxac+9Sk84hGPwPOe9zxccMEFePnLX47Pf/7zez3EE1LGWDhRKHsK9ADjQE+yuc7AoyFQx0vh+whcCiy7eENd2LiP7j0q8NqQAT3y/NJ2HwB6IptUSYd1yg4sXW2wkpVfHcJHikFg1NP65EqtO0YjgVFuTpTyYE0uIkcdOz0BB3KxE6NBmhh/fhF2cXrdAphb1vZNAR7/jPGzl96Pktjk+RHP+UyAJ7qmWaykvRF7DJ9TQZbKyfPgBz8YN998M174whfiX/yLf4H3v//9uOiii4732E4uUdormfnDthDolQkDgxMlx3kXmLLPhpn7t6vMonXtDUCmXsZrA7UrhWJZDuvxxitCGxsbnakXmanzFsYBIgbKtoAKgIMthEgBcGVrKe9C6xJlMfTQO2DGLwiW0f4QTmVUiPNlwKi3Gj04WSg8wNMXKmrR9XBoQehbqRCmVSHQ+oNBEDY8aXiDv48IoVq0WLmFp7D4xwtnAHjKQJAAbxLPhAzTYhbPMI00BXjEMzsC8GSyS9TOkyFc68ILL8QydPyf+qmfwste9rIdGFEsK90fS1yhJVD8vQjQBoDX5WF7yb+H44q5edjwVi7BvtPBIVw3MHWkDpDhtayHrE1AeadDGdLg8KNK1TC6hjY1rGrBDCGNoNdCKHCDEgilFSfYBGqsw7Duh/DOinUCDjSx1qDDBAaUn2GCGhO7BlhyXTCLh7iZLaz/GeaGw9B61aGzvWtRQVsKDyAWzwQTbIFCiHu3PoXKWhoaLVqfEJTXjErVjplK+p/YSEllLRjP0JHJkUMIVicANQrVUgKYiTZckZe8zMQtMm0LbJ8IDIoAO1U09mWYlszDE20QMqbBmAf5+MvJ4JVl3d/3PY4cOYL7778fXdehrmu84x3vwC//8i/j7LPP9vl6WHZL9+8LmXdtLIVslTay0iYHwCG1QHiWQ/WqgdCtpF8ZalWyrfLcKXK9KL03zllayPmTVohKy7HH9mEluuG9gwGs8iCAsmwD17BcDRaxriFbl4u9VLCqp3FwFUbbojcTqs5oWweyN+hchV7OjcngTtBwxhdPmaotTO0msTPNEXRmi5y2/TaMnXoWD4eGlcOtBMAj7pMSbeW+hdezMLfxXmAWi4rsgPmBEFltLf9jHp6V6+cEjM/EBEeSPz6AkAszeICovzHZzdBdsvsXt5lPhjVjHlkY5OENyPr6Ot773vfiDW94A6644gpcd911x31wJ64khn5RNIZLqvPxYqPtJFTPyquyAE5RQaNMEYRQ1uOjCwqPq2z1g32G6wlSYsOw0czJKj0Qw2i9KtOQY5iGdj/h3yUW0rCk/fB3PXrf35BEnm63EeLSuaVrlwvMbC+BgSwzOSapFzfcq/nnIZd4M3p85FjGs9zZdveMx19+8zd/c6njHvawhx3XcZRkpfvnl5l52gbyKaQ6nTcgPo+PANhnjoF1gsypWDBoA5jQI2V+RDkYbAvO2SBBfjawOeyH9TmLBiU8lomKmcFZEi2BDlBCZA7drVABNuhxGdI0Ohfu+N4ankkfnturDsYKh4SqoEXOCD6er8nrfsE40qg82MTtSXKdnupqz7AaAO1LLKti8nwAMpx3Vr62yAtdtFcECBQ9q4tvEHba4F9W7+8XO79tW7zwhS/EBz/4Qfyf//N/8PCHPxzXXHMNLrvsMhw6dAgA8LGPfQy/8Au/gHe9613Rsbuh+08UmSc/ZiSR85VDecyAgZzY9SWnrOgTmI/pFm/2A9hEXw6zdeZ/pzixO0sFDhPNcnOC8/Mww6/xgHlaxS8Iz4GDagzpVG0n6CyF3iqrvVPXKIPK1pF+Nc7J2mKKHi0m9n50doKp3SKAp99Cb6YwZiqcosyMlfcgAO3cczpWBniY0RqttwnQEyZmNniziI6b/xkt6dpxnTsbWBzS3/l+M/RXfif2A5NzWVbOftH9Oy0Lgzw2udE/93M/h4suuihLFneqSe7RLSw46YIyWFKdXzamVrIHONACmVruu/YeXQDoRB+BeZJvILRX4NLjG4QVIifWtOR9tHXUh9a18/DWcd6GgkcXFtDKoHKeUzaeJeNGLkhE+zdu0VDQVnkj3cCiVx2kBODFRKAS9cXVsWxm7HOYllGxkpPl0+U1++ScWPfX1vuy9MFD7ucZcd6MeI6kp6FCnkMhYfEIT262KZAeXx/OVflxRKEE3sh37K5IYS/I4il6c+GP2Q1U/2QopfjkJz95r4cwKCvdP0OG2DxA+N3rcrGZUORNhQrtSgY4bSqYTSPye3mQoEbP77UNrB8pSjl9bdiIj0O2vO3n9LqGcQzQ2iWdb2HtWrSWMJvTynAxhPAmbbnKloHFuquYRSJZmNqZI5Wt0buNgQWV0J2qClNFTB6LGgYWrWrRCfalZ8Eo6a0lHd6pDhVqtLaDhqJEzIoSLrd2O+qDmZnkdab1hUOKec1l3c/JmeU6JMErrWqoVO+Dy6HT5ku5kN/A+AwgmBH6WgJq/JGhFTHbp8rWhziUuh1g8QyAPb6NCBcYlN1l8dCplgy93SeW/oMf/GAYY/Cc5zwHb3/72/H4xz8+a/O4xz0O73znO/f1GnFCygDQw0nyCfiA1+2lktvFPoFxx+goAygBe4DsfZqHLVFyBJMQ0MPjUMLOs+5ctD1p4UF+hH2EPBYC0GeGYm8mTp9t0feqh0GLXrXo7bpbr0iXso3dKZduAZRfjZg7WxR6a7ZhzBTGTmB9yoT4PsTgzDC4I5n1sxIfZ9/NA/6NSOm5ie+jztvPCe5kYyqWXx8DeBIZdervD4BnJbNlYZDn9ttvxwMf+MDou6uuugrf8R3fgVtuueW4DezEl4TeyeDNMYRtsTINbJ6+QMkEJCIbG/uxlxYOdMnBndCGNw5BEYUwALnJ0IrbsTEb59rhUuZQcJ7YFlYZD4xI2r4fA4MzLmSr8wk6AwPHwFIZdhvyP9DfSInLpMjkUTbON9zDONCjw3C4mB+bFdeiKtRq3SUTJbo+AJ+4U4aL8VxyroWMtu+9pdpT++Vx3tvuz60jYz8aZwoayQ0BtLg+F84l6f/ZYiIBmxTgQb5QZAvC7nNqTgYmz36Wle4vy2LeYwnaa4SKKgHgjwxzYYBHiTVVHLJFuoL0sBFhUx6gduG6AHx4LaQuysAEB3g4nWREHh/WvAB8qFEJUGKJdW+PCo0/npk6YXa0C4ElIIvSMrdo7Tam6oA/BkAEzDOQVOt1fw0E1vBGwlAiZ6WgrPZhAa2aUHVH23vgvrI1asQJouX4qG+n+y3r/s7Pj5/HATBetuGqWpUHekLSZXkP+ew83/ma74AbxGtELiKBtgD4c4DHBIA/raRYWCdozHuHmJzoTJ63vOUtuPrqq7GxsTHY5gEPeABuv/32XRzViSkLs3mAAtADAjSLQI906qa2esKGWIQZLWypwO4JLJkohCdKgC4lDtkK73TK5gEI8HBd+TVJ9GMBrgIpbUo6fQwQ89pk0cKYaXQWix6dmqBW69Bqi/KyRc5Xt/4YCqglUGcLnZmiNxPP4PEAj5gfWWgmnDCd/xjgCTZ2HvIaxhwc5HJuh2Xob9KpvtgzmbJv/PfZmFOHbKEfkbSZvhwG87kvYB5WEIrP5W7KsmkaVuFaA/LQhz60+P2jH/1oPPrRjz7mAZ0UMurRRQ70oBeLSMxkISElGy1Ags3jK264DQSFcgER0AMTvYu8KQhlEVliMIg3Dr2qoWwwZEM/lTOQ2UMcjPeIyYPKG+IQ+RlSar+xvUvUmZSkhYFWCibKuB/eUgZ4PGvJgT0VamiEcrgAYBUl4HS8FldRa/iN53GycD6GWm3QhsTW0abF+uvijVDt7w/Pl78C36aCTLhc8r4MUfDjzUAaAhHPo78n6YJQ8hYIqn5sOOnkGHGI7HOXFf7JkJNnP8tK988hQvcPAvYp0AMT2mf6F6Itb8pDroGUak7AfRXaocDgZNDX0rl9jhgYaPRgs4Db+YTApnFMnhgQYt0P4xwbCcjN4VeVrQG1gQ4TaNK82fRpq6GVdnT+xm8ADFpM1ZYHrAAC/0NFrMqVM68iNpIE1TvV0bEK6FSHqSubzgCNLwyAJlR2UexkCKBWBdL9ck3RjnXEej/o8ZCTJ2ZRxlW1iqxMaxwAFQP8w+A+S8z2zNvJhPvDrITwvMExeKoCGJRsasPJkn52Vk50g/15z3veXg/hxJC5yqNLEcyboi4WktnlA8/1WH4eALNzpQy1de2lrvab7aTPeebAAT3BEVwCetJ1xjERLTl0rUOBGMC36XgLzj1jO0HmM+j1BFo16NSWSzDfIBXWc73tYEyL3kzRmymsq6TFRV/8+dL7WAAlOKk26cEmYu8U01wMMVcGwBN3gSP3YnGAJ2PHi37mSeVAMvzMDY9jBoBVsuWXyB25E7Ksc/dUcQgvlXh5JWWJlH5q7Gfop1hQhMdAWYiwLSAoCrkx4E03G2x5AmafO0GOj41Pbu+Ue8zySIbplWITjNSE9UIVSUhM6tEUhjwzXmCBHg1qRUas4ZAx9EinKY7btYDqIqAH4I0Bld+FovMYB6RoV+JcWZ30FWAb3kbIc/JveXWyym0Eag/wcM4JOc9pkkxi8sRe2tCpm+MRAAcIHvsyOye/f1E//u+pd0IqfuEViTaVsTdgPEEnH7+7Rj6dZznA5gTfH6xkH0hZ98cSv9coAD3whvkQ0LN4AmahsyUog9p9x2CCCLNVwWmgUEHrBtolCbYWeciu6C/MR2BmBq9tA1jSz8TidKxHRTwbZmPWtiZ2jiLHQGdb9Apo7XYE4EipVANjKcE/i0/6jArG5RvqFKXq7zChsumCxaNQ+VwRHpRxHCAZzuWraqFBjTpaO+L7XWesm5Bs30CpJlTVUsIJ4UCyrLS98ELHoFHn/x2tD8k64rmvNmyWymFakuWJAoNnTAY2BDssK92/kkwWBoRSIaZlxObxtpJw4I6CRwsweaL2AsyImD0W84BI6VhjIvZIfh4GepRkcPf0nnjApxxyRCd2bB70sIbcBsrUkc1aBKkFAD4K7IwxDuWexFfPkgBP0MVlG9tkYwl9LqrXFgN4yuBO6GcmwJMCUXKso2Fa5b6AGXb70Hs1kGtwJ8UXpFviuFNBViDPcZZRqmi6GDgFLpO9BfAmR9yLXSYe3Xjjz5uH3gFNMdADAQSlRnPcV4HlwedWvBEJCR9Lwp5RBQ6hIgNe+TkoHCO8pMVrV1Kpa2HQA5UbR2AQyTw/1v8m+xgSK7zOnDhUO29vSBJaTiLqF7bC/Aavam6Yp8Bb6fhSfxJckvHHMVgVFoTxXAzIWDzFZ3uE0rqfSi2uZCU7KbnuH9bj3qhe0gcl8+ek/Yb8OMMAcBiDAGZsAQBWISFwbKAnukmNG6Ksyy0oJErmLxtqzyCTH5tj7hA7041ZAElV4fys/7lt70CbToWKWXw8rx96RNdyOJm2Qzo9JGfmOZHtcoBdQ+bW8+2S9UT2I6tvlfqV1RnHHDjyqspSYvtI8PFU8YWu5ESTVBcPh1fNJ8yiH8zP4/uV9vKxiNCzxTCuNIdLaoM5ppEHSKgt2f/yPCKvpwR6AMCqGOyR7J7o3KldaCJbNKwLpbUwLnGe2ovSPi2BQ9E1eyQrBngIGB9myKcSsR2TMcXVzIbkGO5/gVFfGnMUqhWNMQGjFgU5M4Bn/+t42jEvDuYulcPtBJQVyLMDUiqrO5isTWnIsrocA28VP4IJyCKp+wMLVryBSFH/nKYYvL7i+wRBplwPQJS9XlyO1g3pF8Hy8SFLwvvKns/GrgMK6OzEg02Bmi9yNCQAj4GFVvlYa5AHVtsCHdV5kmvhfR4Cd7SrAlDyzlLlFUq4WakGtV2PNi80L5SLiEPYaG6IxeOVdbSOEeuKShDryJgvbbjSNtwuSoZXWBDjdrNlqGwuDWSMxQO/yOw2wGOgliqluMKhVnK8xBuBbiMgc+2kopSGRQ0lPK2+HxFiJY3vAKiWEzD7cungNYCMaGM66CqwQGgdCUmY2YMZhxtRJasA8NSASxjMuoSYKtQuVCvJdbAM1WUWjEELpSoPtlDVFS30dYPetbG2R4eJ16sSvOG+ZaUrANE6wr9zgk8K06JEn5ycn/PxcH892OA1rl/S/6z7a9R+vaB24Xwy1M0zOG3wFDMrh/Px+PkW91+Gavk+040Ogu6XeSeGQrqkd1oyMiPQJtnYjG20Mk/6HjA4AQ7XOjWM9pUsIKXwqqGQHyFj1bZmJ2I+XkAPEIVDCodoGezJnW0cXqX4vfd7A7YnWWcFRo/fD4yCPUBICj0UuubG4HVYNwIi8BpGukapGqHke8mWdU4CvxdyAJzTo5z6gAEen49O2s2Q9nCc8oDZjlKvFfVZBqIk+6t5ddIC7J0sF4+X5PdFy6UP3ZtiAuf9Iysmz7isQJ4dklK1LfrDgMGPJGyLEJOCERaAHhJWSrFSkMraG3YcFqXiHD6cm6cEAASPJHlPS7Hv3vOpKaSLKrcEMdJIdga0UZSTp1brlO9gRG/MYrFoaMBSJZgadVQhS4JEodpWOFma14e/9X+3fcRSqpyR3wgjn3JDlMdNC03jPeK+vLr0hDtvg9a1PyY17vlKU4AnHW90/qxtnHB5nKovPSMjYVoD3pS9YPCsKPsr2VdCsbBOjNDR0nvKzUQYbmGNiIAe370BRBhWaBezbiiUN2nHfxfrhgyxpY1LMLK1blwVRZdzR+gx1m+pGrKWwm95feBQLE5a3IsEzEYZAopYF9na69rOTjxw3itA2QmFZykCggD4ilgyYbLP+QZiAHEOH2N79zOwiThvG48v9CGBmwoyTKvyTgPjx+/7c4CX1k24V/45IIaXz9UWAftccVJuOhDy9hTA/XgtyR0B1so1p082uSlwI2+iHmlXkBNQ96/kBJQ5w7BK4VVxWO1iLAWZE7MI9IyA+aPjXGQcCfN9doWtAtgTsXrk2OS6FKpv8foRgT00cH/9qa6gPnIGj9KxPR7OFzNYhlk7rPPia/QADyr4FAmisqF0WpfSWPB1RqFbswCeOaTITEplTvZOLCkgnwAyBbbV+EBPPAbPSuaTFcizgxJ7dUuIPytGPsAGr0FWUr2soIYSMHMp8gDe9AWlHoz90ropmSfeeEyMTNlWW1DCY3GKlBHDBnQNA2vX0WIbtaIyuXSqQHdn7+w4fV4qM2rXJGwOXhJ0ScH6o7UfLyf/lIa7cjT+CjUau44G6z5/A1y+Cj6e50WCNhVn9C+FQzCddIYhneVZEOfKDf2q2M63KQI83F54RlACeGKvUerF3asQLcoXsienXslKIgnvDuv9IXE6GlokVwZKoFAId2fApgoGqcyjw++1JUPd5xlIgR7JAPJMD9medXHlWCy1q6LYZuCChgYcoKEFQMRCAEwFA40GVAGrwzYMYt1Fx5POqVCjtg1aUI404wBoBqcI6DGoHDDDAI12kJmBQa86XwbdoIexVMrX2DY4HxyYVFmu+qL8mkHlznu/7tVqHY0Vuh95oC6DYn5eAPTRBqIPnmbNyfZjFo/MxxPns+Dy6nw/Zd6eKltDgu4X50+cBqkMJS/lc6RXLDcZe6X7l9X7q+XiJBAbP69peI3iX30lw0XZFtofy32FaofMdE6BnvnZPLldP2ODnQA9mRTYdIr1mUykHLF6AGYBBkmcnooBYsdyUX04lygYUwqTksnlWY95pnthngzEeuT+bWznHMgC8OF7oJgtX7tzr0XnjaZPyfVO5jRrha5kh2gO8ETPy4J5n7Jwr8QGH7P/MwZPCeBR+f5yNH1IYWyDDB4a4OD49krcE7nUcaeCrECe4yw5jTIWMv5ToUWBs/qrEdOjTN0HOLfLbCmwdUrgUfJ3rsYyxqrxCryQQ0eCNRoKla3Rqc4lzGzd9/OAOeN/L527AobDs4RBz2PoB15/n5wTDbT/T5VZPG4DRvl7RuZMeBjG0ft5lH+576hdia2VUPWTP7qfubehOJbCgrhbhv+yyn5l6K/kWGWW3p8tKUNzHgmVsEr90XsdtFMaYivztUjWTxRiqyooSOdA/v5zyJiOwgBIjO2TtgyjMBAkWJPgCl9V1o70aQuFygNQxmpfiVGLI5R1AVsqB2CsPwv1wcUAOLfarHw8sh2vHTJki6/f56ATjhIpnuWZAGISXJNt5xG/iSqwPeNw3tB+tL8I2AfmzRO4F7Kswb7S/SeGZOFAyyRVzsKMAGb3zBYH3IjkwzmrZxbQk74/JctxxpM8uDGfcVjJ4SxYPWE8AfhnobBivpZW7D+EUxpyb1N5Fg2DLMRUd3azrp1OH8hr5kEdUXELLZQNDulgy9I9CWB0E50zZrg6kI+dGJ6xkzB4HMBTdIzOlLH7l1xrkfVE8xeLfE6OAeDxa1E+xrkAnnlkVUJ938kK5DmOIl+ooUWAPKwlWmcw8q132bIXWHp1RXuJaDsPLxS8RxdJtBgzfUK8baLIi8AtAzM1oEFVchNFJgEKbcmja63xBjN7HakfMsJrBVi7hg5E269U5zckqYeYjwFysIa/lwBSKRyLK3L5cCkZ0pUo79wzW0FbYiHViry4jV1DZeOY4ZRNo9GgcmFYAPyc9KIN/YyrsOSgjQCC/ObNRG3jJHepR4avSvQ7StUXuXgg2WdJnyMxy0Pvwk7KsrG5K1nJ8ZJM7/N7kBjUEdvCCpZOBt5LqUI7PhaFUCz+6RMwh1LqGdCjtGsXjF1ZSl2GqnJIaW9CjpmoHxWvJ9ncOB3M4VqVavwuOwqLEjqd2/Ue4OnRW9aF4fyVraneoW0i8MXA+PBdH7Zl28BS4hAsW7u8bm6tUT2VThdhZFx9S7bTSaiuUhWUrcBRCTxmni8JqpVKp0tGVTq3Wc4ewyweKo0sEy7HErOu8o1n79uVQnlTZiifPw3t3UuA39olAZvVenHiypyLfcaeiOgr/F7MA6QKoAfwqRViGQ/diiVlxQ042gYkPveQoy+2bWNACo4Fw2tQHsKVgdSqAQM9TsvSNYjQ5ChkVGlUet3bwVo19BG2p0+uL/Rkj9ZdVTvoOI7yETn2UKlC7TCYLdk8LVIGz9Ac5gNZDHBM+yuFtQUROVD9+Uz+3M1Khr0IwDM48P3H4gHo0VxGjZ8qqn8F8uygDAM91SjQEyHkpRBO3uTPom0mEpI+xn2BNxcos0IYMJJld/M2pKC0JqCqRzdo6NeoCHRRQI11GA7Xko6aBBTifDYlZR8Cu5T35oZxcaiWcYDPcD8AfNhDOg6lKtRqg0K1HMBD4Qf5ZHhPrgpeCzeYZH4TKiufV7SLFquidzYGl/gYn48h8lLMlpiCrCJjf+Zxfpx7sxjQdnfxc58qyn4luyO5xzlQ2cmIDkY1EAD2COgBUKb8yxDcAZ3ODgPPwHSJJFUI2/JVnWxYA+IytiYrpa5UCAeS7TgXgtRVlKcnGK3MfeF/O0gGsjx5KbS3hvF5cDqEkF6/PohEzRS2Vbl1wELDoBXnpWNNdB7FQJJ1FbPEuhC3q3y7yoZ8PL0AkfjarKohQ0KsTd0GVQbsczsrwut4fKnHO/VCAxIIKut+uQaUNhURYDcD4JFSAnH2AuAnvb+M7t+fG5eVLC9Dz1wGQnrgQoI9wLitw39zDBIRvhVy9CTnLaRJCCJLmC/H0hnOx5KLv2bBapJrTylpPnUZwB6bhRhLFo84RgA9ZOc2LjSWbGLNa5AfkstZqUjfKrdO8dpEbZzOsyFsS0FByXAw4QwNfecsnqBnmbkTh2iFkKrkykoboDHAsXQ/MifriI6VYVoRwDPgDE7vxKIAzwnE4gFWTJ5ZMh8PeBekbVtcd911eMxjHoNDhw7hggsuwPOf/3x89atfnXnsjTfeiIc97GHY2NjAE5/4RHz605+O/r69vY2f+ImfwDnnnIPTTjsNV111Fb7+9a/v1KVEUtrwpi9W7M1j5oQOiw97y2S/vPH2QA8pq9hYy420oU1/Wk0r+14AElQtKkfLM0VeWNgYkKmdUc4JLDlxZknk5iCl06cAT80+V0Uldfl3Cf7IPnTy31CoWeU2JZR0k37j88abiN5veCJaamFe5Txyos6oTcEbUYrfjqn4Q96A4KUdZPHI50wpAqcSr4xsW6qoslcADxCYPIt+VijP3srJqvul+GqIicR5dKqg1/k48W6HdzAGVLxOLxh9pFOT6k4RAyfoJ5n8t49yvdC52Rtb0tNS97OnlkWCJRSqW3mgRHPlKQQAito5vW51BOTEc9pHbWun/1nvK9EHkIeOceitT6ScJG2mn70HxbidXHNK81CJeWCATCarDsB+5TYzIZl1MR+P2wxJpme8jjP4lq+5w2yrkdCrBOAprV/Ueel53hv9v7TuX8lJKfM8hzKvTvxA5PZ23ifb3+E73xeM0PcDDJvofeJ3Uer0dCxpP+L7wYdZ5x8q5ZqPlwGOBGQeHnsVxuvnYMBBnFxvCeChNiG1gc8NJz7GdqAcZK0Yu9sDjTAZxwAen4cnYST6irJFgGZ5HVd2ms4TBlu6/1KOBeCRXx4fpbibudmW1f2niv7fNyDP5uYmbrvtNrzqVa/Cbbfdht/7vd/D3/3d3+EZz3jG6HHve9/7cO211+I1r3kNbrvtNjzucY/D5Zdfjrvuusu3efnLX44//MM/xPvf/37cfPPN+OpXv4orr7xy5y5GqejD/2WLQHaYM6aUjl5WzwbyL2pZKRST8KJk1JnomJTmn48reHF9MuGSoS82LGTglvPRcLsaGo1doyTGqvH5EUoSAJWQEYGNbe5TQ0EpAng88KPCcSnQk4Z4pUa7iTYR5MFds2veY8xe4/jaqmTDU3tjvzQP2nt0K//J57/gmSiCdcNxzqGz/F5nLB8ul14EgxIRNP3I85EskHsJ/qxkf8tJpftnSplVlwM9wxKM7FinlwB+uUGXiXrTNaIMGvVxO6+HGEyIz0nhVVQSnHUegzgUApbq7yoC9w0oRMoq49mWDK5UHjQZ8DT7imKx3h9ibDIzR0F7IEnqcl9O3gE8WlW+HYfpFvtEcHJUonw6EPRs6d7w32WolgzTKoE3YyyecL7Shm0EuCkAPKmEfmOQf6XjV7KTsujGURX+m9lvtPNL2G1JnyTa2/i+L2fjD45rhr2dnd/KPk3h+6jzMC7kcyDBnnRPAm9PJnnc0vFL4Ib1BRwVyPcRg/ZSt1niPzogJ3x626JHSOpPobmdz82T5tIJ8x7r0iGdFTMbu2A/287PQwTw+HmUn3SeA1hY+i+IFgAPdxE74PNxJwzQUpiWH2Oif/29Kcs8oX4LyamCmJyAsm/Ctc4880z86Z/+afTdDTfcgO/+7u/GV77yFXzrt35r8bg3v/nNeMlLXoIXvvCFAIB3vOMd+KM/+iP8xm/8Bl7xilfg8OHDeOc734n3vve9eMpTngIAeNe73oWLLroIn/zkJ/GkJz1pZy9sKdEAh215hW6QJkHM6f1AKQGzZH9wTgZJx0/blkR6EYfiXb1Bm42pdIUKxntEg3E6ZMSHY3yWouh7+ZP+7UcF4+cy7ic9RkoaOkBtKzHa8QuUHtihv/t2A8DOOM2XRjkmw6Fa5T5LIVdD54+Svon2x+LlOFYZ9puNy2p52ls5KXV/mjwHKFLao0MQEiHHOdfmFwYlaAiULH/2UEPYVjCmg0c31fFKDTAelfb6u8S6ZJGg+ywJK0Tl+yzNSgzYA4CChRocgz9OVcOhuyl7VvSerkG+jcvfFo7sCm2cI0QCMp45FNbp8malz3T6vImZScqA0VBBhlxKyWL3Xo7DNmUlp4CUctTwzyhnzxx2TAgL04AyWY4eCuEyzhYetqs9G0/Y8xQGlawBhY10OUxebPpTBrl3BMdjVhZUzRd5fs+SLqJx015Dwfg8ojSPQUcZ05F+Eof3toKGgS3oIQNKuNybCQE8poUxHXozhbFTWNsCtgv3aAisRgxQ5eXRRZiWsGVzgCeV+dfl0JdOnrs8CkL+Oxq3ZxjF7P14PAWAR8poGOCcmnPsfSjYObspy9r9p8qasW+YPCU5fPgwlFJ4wAMeUPz7dDrFrbfeissuu8x/p7XGZZddhk984hMAgFtvvRVt20ZtvuM7vgPf+q3f6tuUZDKZ4L777os+S4tg9ACIkPP4USPvLFP2A/I+r8z32JaMujEGiAQktMheH1Mw2fjVwuuaK+CYkaM8bb+2LhEn4Mrc5lVZ0p8xqCO/H5bhY2IvbnT9zuvbYA21YPDwMezx9eED7torFapwSSAn8uQOeHXj8yeLofCgh7HOYAB4RT/QxiYLR0QpTVhgWajf3gM8QIjNXfSzAnn2n5zQul+J9yGlsvt3JwmtjbyQcdhWxtBBri+G8m5JHZN7Q8dA3JzNEzFGUqOftDkq1aBW6551M7imuDxrMpTKwqBDl4En3I7zAjE4IgEl+lk+W/qtT+jsQnB1Mk7rEi5HyaAToInFRJssB0i5ZNGybZxjpy6ujVk+noTBGTzcYf0O9yMOoxtjeo5LYPHIa4olXwP2Wla6fyWjkrDr/deQLJd5+wosicF0DAmbJ2XIxEOb8U6K8KohpogEFMLvsl9m8NBHpoQI1yD3JLEukrpkLJQLji1K5c6nMNYBNKZFbzv0ZoLObKI1W8VPZzZdm6n7uR0BPNZMvZ2tfMhYor+FnpQFBTzAI8OWiyx2mq9hFpiO2qY5yHz7FODJmPFDgDtQelZy8GT4GQwHHQeAhwZW/m4fMHiW1f2nSk6efcPkSWV7exvXXXcdnvOc5+CMM84otrn77rvR9z3OO++86PvzzjsPf/u3fwsAuPPOO7G2tpZtFs477zzceeedg+d/4xvfiNe+9rXHdhGpJN5d9uzmSHma2IwR8pAkLQBC3KVg6ggUHnA/VRzOxQi9bOfbRkOODWnD+qTwgsiM+drCLSakgI0yMNZ4o1gp+kttNXpHc+9cRn2WEpuGzlP2okbj9gAOuUYsZrN/pMgEpVpVBEIxIAUKC7CJglNyE5BuhKxxi1InPOdV5NFNrze6L8LQ559jVNrQ1sVaD3gOMuq9ABdTOmmaCyhS8Psg877Fymg/GeSk1P2R0HsG5MwbZkGGZJhlHejf8+S1i8Jvnd7nfiODF3FYELWXawjpo+CJFvpN1TCgxJdpJUQOxioBPMzC5Fa1rdGrBlpVBOwr4725WoVQK+63Ug3R+lW+TsVzQ5yo0pbKz4kbY5rvh0LFLDp0sDA+j88sFqe2tE5UlhwVFjTOVCF5Fo9ugk533muqltX7e5gyQdM8FeLsAxvFAogoASrbId5MxGFa+Rz3+RpAncfN9sDwX+n+U0OyUuqzZMguKX1ffG6Drqbj8n971o1gxvA4A5sntrnKzBixRVDMuqnINnN9j19nCeBJ3+GwbigAsPSPFECwPrExVWgcBiPcPIhiMaR5J+htC2M7aFWjN1Of6oGrzQ45L2X+HcM5eKyrvst51VSV29gA4JlI6ThTB0dSbTaZw7nF3bCyozMN0YoBnlkiWTx5guR5HLriq0w7DgA8Q+/LnIDObrN46JzL6f5TZb3YMybPe97zHpx22mn+87GPfcz/rW1bPOtZz4K1Fm9/+9v3ZHzXX389Dh8+7D9///d/v0QvOvmgYBANoakOpU6AgvnQ19QYyyVC5gte3Yyp4373ORd0472qMaMn5CVIE3BKkZR9ynFDbB5W/JwTYRaYM3h97r9Azpzdj4Ed9OKSx1d7gGcIHFKqCsmnkecZknkWKlX7+Uvp++kx0bXJmGdx71JPbmjLMrAZECwfXpRSgEe2HS/fOMQM2HmVuvLmnhhyMur+4bwOLKV3OIchYvaGfP8GmD9Rv8GQTc8t9XnMCCmd1/VmWqSAQgApan9NQQcxyN340ueakz7PsW4ZEIOzV53XxeEKKg/MBCApByIM4PU+i0/mzOsVQp4fCfC4GUTPAI88vx1OzM/gPANR1QiLiatqZUmkbcgBFLfP25VyL8m2cl2I+ho194YBnuzeDeaGyGW3jP6ldf9K+Z+CMmCnFJg+C/dbYuwDAMygzo9FsDgjtpDO2UjReOdgdaRj5XOowFpJhcdsZV6cwnVEY7TcvoW1E/RmC73ZRtdvous30Xbu04fPtDuCttv0bbp+E73ZgjETYu9wYmilAJ+7MmcuhrnuBFCVAzzlFAZyHzNrHiXYlz43jrGzIMAzxuIZknkTjAdZMrhpjndiLwAeYMXkmSV7xuR5xjOegSc+8Yn+92/5lm8BEIz8O+64A3/+538+6MkFgHPPPRdVVWXVUr7+9a/j/PPPBwCcf/75mE6nuPfeeyOPrmxTkvX1dayvry9zaSOi4RUVgODbZIaOo0irEAdLVdRLRlWPMptnwEuMwOYJDB6TeRXGqKPyb8zUSf/OoUmVqygi6fUsEnCpodELH6lvI7y6Lg3nILAi+1TOFT50FbPAHuPgpZIXt7LBmyuFjgiK2YcTKDcHoBjkXv69EPbg74UbYtHAHzDgyzK0WFTib6k3g6j/c2X8H4xd1nm/uyBLs0dPEWW/X+Rk1f1ze5kTz24qktGTgUMp84e+HO4LWqwjnPNHUNZd+V7qrxLrDuVs620HjTrSSVo1MOiKawWHbNHIKx+OBSDS4wzwB6CGEm8Sq8egRwdpnnC4VKWa7HpDJSybfG8L7MgKmufF9Rn6oBK+Rhn0cElAxYhTMEj2r6BR28Y7CNL2ERjvQ3Xzqmdxu5hFmYVqwYVpFVg3pZw9KciXSwB4hpmj+ytMi8WuwPqVzCV64N8znKKs20u6WwXG/fCxyXcFNk/UpdPZUHAscEVsoWisif09x9qTs7jZ+Vyy2RyTx+uk/BpCx1rkEeqDrrC9A346l4NnFtjRi76lDlOhfdRPXDm4dAvKDk8xdKjs3s23lqdzNgQSzeZSpGOT178Qi0f2kYE7Oyd7BfDQuVXhDZvvuFNB9ozJc/rpp+MRj3iE/xw4cMAb+Z///OfxZ3/2ZzjnnHNG+1hbW8N3fdd34SMf+Yj/zhiDj3zkI7jkkksAAN/1Xd+FpmmiNn/3d3+Hr3zlK77N7sp8Ux7lZnBIO5dlnIelM68sDhzELJ/xhSpW4gzXpKKh/GYgVGNxyh4m8ujS33JjPhXjPxbWWgeT5efmY6XBXh5j+TrTczPFPgB2w4mXx3LwzIrTTjcE0d+K9zPvL4TvMUAW01VLYV37WdhvtuhntTnYXTn1dP/wu5xvuNO285RXHe9zFhtESgkeH8r1M9QeCABPCnawpHozJB7uPdCSrhc6YdFooVsl0MN6f0gUKsfqydcnzyBVAeRfRIjxU0Vj8zkklAS13N8c0MbVZsYkvQ+D+ZRG7teQzM7VM6ck4ei7Jcvo/VNF97dti+uuuw6PecxjcOjQIVxwwQV4/vOfj69+9aszj73xxhvxsIc9DBsbG3jiE5+IT3/609Hft7e38RM/8RM455xzcNppp+Gqq67KgPcTQ47jVihj88Cz8CULZvh9TnR+xOjhscaAwnDi3WGbLc+xVvoIS1pUpJKsmahPMNPGVWCU+YRsT2CP64fmgT8sIS8p9VFD6bX446s75mtjlosnA3gG8iKVWEzJf2WRc5X0NYdOzdfihGW0wL7MHxKNN7Hbj6WWeIHNMz43K9kPsmcgTypt2+KHf/iHccstt+A973kP+r7HnXfeiTvvvBPT6dS3e+pTn4obbrjB/37ttdfi137t1/Dud78bf/M3f4Mf//Efx9GjR33FlTPPPBMvfvGLce211+KjH/0obr31VrzwhS/EJZdcsnPVVWyKvJKk2e9D+zEFFNMSS/0CEEqaJYAk5SHO75nzIUWowsdR9v33AtSQHtoKNdKKWcyVicYvvKrcpkfrjP1YbdMMxL9zn7016G04RgI8ufqP+7LKjFL1Zcl2Pg6Ab5uGEeT5jeJFVc7nPCLLR5Yqv2TtU2+IXxjFc8ZAEeIwrcENhIdSWErtDA9gxhUdX1mFa52YcjLpfm/wzHz2Y+OuFFaZh22l60PwaIb3tbA2QOqc0G4WwE9rBCfgFOGrivLyaBWYNjKxsEaFyta5The6vDwjLXrbosMEHTr0qsv0nAyzisaq+FoSva9MpJ/lR4JGvCJ0qkOPzrN4Spl9UhYPQKAWl4NncEuKvJ9pSfTAqhLAfQL0l/PxxM/JELgT+kl1tczJNM7iicoq+/uX2jF7p0lXdP1h2dzcxG233YZXvepVuO222/B7v/d7+Lu/+zs84xnPGD3ufe97H6699lq85jWvwW233YbHPe5xuPzyy3HXXXf5Ni9/+cvxh3/4h3j/+9+Pm2++GV/96ldx5ZVX7ti1LJSPpyhj9u4w/xuQun2YETJqD0WSAz1lPSyZNgHQGU0YnfUjWCEjoEEM+CTn93139EnBAx6j128VlGqg1Lr7NNB6HUofgNYHUOkD0Godlft3pTeST2jDH+qPPinAk7IhS+zI4v7qeIHb3F0G8Mx2hgeR4yvdw9DfkBTZO4uCOXPKfgF3LFZ2/5jsm8TL//iP/4j/+T//JwDg8Y9/fPS3j370o7j00ksBAF/84hdx9913+789+9nPxj/90z/h1a9+Ne688048/vGPx4c+9KEoIedb3vIWaK1x1VVXYTKZ4PLLL8fb3va2434NYxQ/X5IaouxiJCb7LgrbQqCEhmTNACPfqQLjDX45wRsvWiMJmIdYJkmIQDm9JbJcNHw+qwyMUDbKJdiU4VoUKkXgSWc7gk6UgrFDSYodCwgGhq/BBgAnBnikYa4F0GPQoR+k6lP7GOCRfYZNDocDVM5Dm8xfBIiJObZAWm43ulcZbX5Y8pjpnBkUwCKOw2CQsATwuHhom8+5fN7H6MorWcmQnAy6X0qg9lvn/cp1e5DeNUv/rjGWeDltK43CoRxr1sZ9elBBIWrPYbwULtvBoIkSMGtoWAFUpMxHZrOUEi8rNxfyGAZT6LsWnWpD0mV5De46KfeNFv1ysmQDBQNtleuxjwAljQpWmQx8Mg7cAYAeHVpFSUN7VwhAXgWtX+HfEtzK70QsDI5VETjG4E2ac6kcqiXDPEqbsnlZnLHkAI/sL0i6BgzLSufvHznzzDPxp3/6p9F3N9xwA777u78bX/nKV/Ct3/qtxePe/OY34yUveYkHzd/xjnfgj/7oj/Abv/EbeMUrXoHDhw/jne98J9773vfiKU95CgDgXe96Fy666CJ88pOf3Dkn6iJSLIc+po+TY4FIh4+GbUlRavDcQd9TyoX8fV2cQZiPXfQZOQDSkujlkKkU6M36LPYvAY1g4wa9EjsbhtJESBtXJmNW7hrkmrVMHpvZsgwQeCwApADQkzleRI8OAjzZ3+YZ6wCxICketB9kWcD+VAH59w3I87CHPQxptaKSfPnLX86+e+lLX4qXvvSlg8dsbGzgxhtvxI033ngsQ5xL5jHw+QXjF48z8FswcJMa50CEnHslFxaKPDcP/c1n6ndghTTaAq1fgD4yFKug0GR8P8fApoZhKHGbH9+hx/9n7/+DLbvKOnH4s9ba+5xzf3enk3QnkQAKgiIQJmKMg4qaeoMzA6JMDVJTjEVRUlqCo3FwZEZBHKsyWjUY/YpSM6UyVmHh8B2lxnem8r6aEWbmJcCXAIq/ECOQkNCddKe7b997z4+911rvH+vXs9Zee58ffe/t293n6TrJPWfvvX7tvZ+11uf5PM8jUBhLK0N0z6MYBnBgS4GamYCXnOVdriSUB4BcVhUepoQI3KGuXxSCUdCQrEaFCWpmLMraxlYAkMSWMJZiDWWDhJpyTDwJ+HE2DB2ycAcH1a0U1GqTJtAzxfreOUGZXrteRCwezEPZbwI8Qbonl4MUjesHnb+W5FrR/VSa88C0850uBWLqt9EZnvWfAPJhMZ4vk8Zk87F5yAI5l2XL/e2BHlUBHChYzx9jMICFhor0tq8LSQwbZjJ1GbA+Bkj8Oboy4JEeGz2pAZ1sQriOdai/1upirkMmxRoSEkY/O4DIGR8o28bMNSaWjmQ1Kj0yLFJdgTHh2+nAJM7c9+bclc72NGYPGHxWLRqPR8Flk2mCc+acwOIhI5Ews3KSPiM51kA7wBMkAaDQjGFxJfR9VD0W0/3X63xx8eJFMMYamQedTCYTPPLII3jHO97hf+Oc45577sHDDz8MAHjkkUdQVRXuuecef84LX/hC3H777Xj44YezIM94PMZ4PPbft7e396lHHTIX0JOBaZO1fAT0ZMWWQepMs2wFoMWt353sJ1jhKqeAjGtfl6TM0TAmWbCA9MsBPNy7VHEPbru9BWdGB/JEPwFBL0mbTYuCPBoKStVmWDVd6843Zrm1czPuDRKQD8nx/J6uq87Qz3x7Ixe4qI1dzLHFJA7RkMqM78URkaXu75YjA/Jc65Jj+WQXSwgKgYIyDTaPB4XaXsi0/nZQwAV+dlbONgkWROEubjCAQt+cJZZaTCVczIMaCkUmU4kp1lp1NSBtoE1uLdEq3Ty4TQazZWfKdG4C7nwAjTI0lHERQAB4CC8oLs+6AtRoup25dMApoJaOCxDGMVrcE7p+OsE16afJBOnBH7ooTwPd2WMNK0E7iyd3fvosHwXL7aKI/pVv+VKuRZkevDGA8W0LK7egxRRWT5u7TnoOkLACHdhCXoKGMYBaU+1CXaAwgHnHy9PIIAWTeJ3bXMDK1q20jcPjFrekz871i7aNp/iCBXigY/0qmfSxfYAYqHfn0dhviilUegSFCrUeQ0NCaECzMG/RAM2uD9xzSE2ZTf6m0fUuBb2/D1a3uixm5rwm47IJ6uet4TnwP7c+CPdWRGPhyqZGn5mYZFcY4AEuwyp7HSr/0WiEf/2v/zXe8IY3tAa3P3v2LKSUESsSAE6ePIm/+Zu/AQCcPn0avV6vARSdPHkSp0+fzpZ7//33493vfvfld8JJV8rn3PcZNuyt5eWAHnpK68OUY0VQRk1z0z8bg7OjuZm2hPY22URAHgxun1ecjuCNcQiATuH/5jYjL4cN85DJ4mfKMzqHo4BSZoWtVGXW8KpOjN5Jn2fQfTPJzM/OguVnqyQAj/utcQ/3r752mWY0UJ7N07Z/PWxZMnm65TCemutOpsZliCjoseJoKCq/kMvF5skU3UDFu1DupoVwFnegUFc+TawT3hJ02G0sfCycnMKGI9xXYYHtr4uDcoZvGpJJU779SCZBr3KioqtcLIYqqsO1g0oznk/TIt3W73Ts5j/Wfl+mM3iA1meh4Ydty+z0PZ8uhz0BuCj7836y1IClLGW/JEqlmx6a/t7O+m7Oy8Rz5XS1oWuj7+LLhLJms6jGGpwE2Ic0bB4tPdjuDANRIOnMnOP0sNP/Ru+rrH5u9A8ho5ZCZeOySc+yAeDj+rTNDW2B+VNJ71EuyH/bnNp5nxZ8HqjrV/pczFLvUZFFdf+1uM7/wAc+gPX1df/53//7f/tjLsC91hq/+Zu/eehte8c73oGLFy/6z+OPPz7ztY11RxdDsi0VejY+Sffz7YPLJrE2uwPzcvLJrZkI0J75hHMcM3r2d7AZdNcxwCUppxmrpjkX0HUoh0sAk/Yj7ruIAB7BeyjECkqxgpKvoBRr6PF19MUmBnwTfb4efXp8HT2xBsH6ELwPYcEhGlfO95MYNLPsnKlji1bGTPbeNvZzXYBM5pyMkXZ6m/KSW4PHMZrsONn3oC1+U1u7p8Z9OkKS3qt5/l0PsmTyHJDEdP0M6huxNuZ4iRgHtLTlO0QeaIvNA6RUwVxbHZsnH8Mn/m4Uv6enkzgNrU0mtPia1WCao4QGrDtUCsK4TCM1TPpxMNi4PcIo/Za6JIy1Nh0BGkQ5FboRcFT9GmO49O+0DKW1t9lKS+3XdqOiLAvKLfw5E5ANy0IoLx9bKC8poyfc42bwuUZ0/rQs7/JF6ZptLJ5wvu8DfVbJM5xcdEUU6MJMnutD1y/lAKXNqtvN5kkWrJbBErtsGetZ6uppJMwrUfw26t5JXbtIGfSZd4weGgA+LceALyHQPphznWqySUyrLZNTc69/zf+V/y1ks7LAjqXom+uVZy85hmmhy7gvfhTMPFJbNo/TjrV1pXVAUs5q7FKeG0DJMHgkKtRq7MfBuHwZ4KlmLUzSRCgYBMDH4XHjp8nmhIJYjcxbPvB1bF1vBkhFdJz+35VF/992XtSHyEjUbs03/b2yLE+tj6ozweHLa17zGtx1113++2233QYgADxf/vKX8T//5/9sZfEAwI033gghRCNT1pkzZ3Dq1CkAwKlTpzCZTHDhwoWIzUPPSaXf76Pf7y/atfkliSESrXsiN65Z1mEaTIMweoDLs5Pn2CC59dSiAA9iRc8YZncbA7oNxIn7DinTVBWCzJuYmqWNR1aCszh4vmNCAgCDgtSAYKXtjwTXJgacCfjs+nk5b3sMprSxnrIuTR3u19FcH41H8z5PA867WDytmdTIfjKO+zor+6YNkEzLXGraq0mWTJ4rKYxnXlKCTpOFX1jU8ViR+Bcuzn7ii5y68Y+zdsyiPOmidpoFsxl809RRscovnSmbR1k/XBf8uMYYtR6ZYJioUGFs4ua0/JuwSePTdq5xz6pRY4yKjTHRe6gRgm4an2AZ2gbl2+xysNRJBphcVi0A3gfZ/ZtFGlYIqKmTQ67eWBTSoHlRLA6EyT8NuBxlDshuDNQVRUyW2bWWclSEWsCCFXi+QIpBZom/Mn3TbtrVHqy3jYnjjiuifxhEyK7ImoC1smAO/e7+1czpXhNkWVl9r3QFqceo1BCV2kOtx14fO0DGjIbwHyfSMnCo3ndZsuKRjK9zAI+ZZ8aY6CEqNYTUYyhde+BJ6gqSufki/KP9TlO8A4HdFAKOJgGVScDltsDH1JWLBi6l5aSSfwYSoCiaq8KGYNZ1gK082gxdKavvUvcH2djYwPOe9zz/WVlZ8QDPF77wBfzJn/wJTpw40VlGr9fDnXfeiYceesj/ppTCQw89hLvvvhsAcOedd6Isy+icz3/+83jsscf8OUdVZsqC2OUKFrF66CcpYuo70XG9TtZqUyQH8ESsBepWSfYOMaMnTmue1S0pW2SK0DAPjHEP8IR8tSJaF2dBc03bk4YlyH2ctBzLjuts7JcuFlg0v7ewhPLS1q7EUNwG8LjvbqyjdpN+NY51SOs6f4GyDlAW1f3zGoT/1//6X3j1q1+NW2+9FYwxfPjDH46Oa63xzne+E7fccgtWVlZwzz334Atf+ML+dXRBWYI8ByhptPNZF/jUghYvtpLUq1ZZt1MsqUwBehCU56wuBD6Q2gyPkWO7mIW9WeJL8n93zAUClXaBXesRaj1Gpfcwxp5daJtFuQOCPBg0wye9pmIxwFNr85Haum/ZzYVJ6WsDc7LK/y1Re2vwrNJlhc2JuSd19FzMwuJJMyiksXVoys8QJyKmkjYbn7Nax+4oVzr45ryfpSzlciReeLHo073Ip+9XAPZT9lwoOhPDoMEWbB6ncd1Me/PUdxqEOZUc1ZxBmCCaFLigoHjCoDRaskbl9DCrDYNGV5C6htIVlKoh1diCPXsG7LFAjyJlRyAHLAuTxbq+YuMoDbvL+OXj8TDVAHikGkOqsYkHQVzHFJk3Qnr1xAXYB2SW3ljhYvHQgKN0PDqD6Ov0mSDgTAYM8veF3ueZgMG2c9pAv+YGORgAWtxkDliWur9dqqrCP/2n/xSf+tSn8IEPfABSSpw+fRqnT5/GZDLx533P93wPfv3Xf91/v++++/Cf/tN/wn/+z/8Zf/3Xf40f/dEfxe7urs+2tbW1hTe/+c2477778Kd/+qd45JFH8KY3vQl33333FcyslXmeO5gXs0hrBtFsWuqOtfOsa74OcIfWn3c9yTB4QPuQsG+SdX/etSm5rlXIvmVOY6S5OhhTqZst1ZO0XW3zZGhL0lf6aRXy/HTpsn0FeqaNVea56XqWskBPy6nJOdlr5ijvSsiiun9e/b+7u4uXvvSlrUk8fvmXfxm/9mu/hve97334xCc+gbW1Ndx7770YjUaLdGvfZOmudcASUzxbhLq9ONo+4lSHIcuKNOwLreyCmqPpttWk2+eCqkXt9JsBFWWgSs/J6oBosyChWB72UZDgMPR3Tt0LYEAUH5cBzj1AmaCXzoJrA31yGwsotcgCKShG2uitBMKfH4J+GitwrUeolbHgOvBKWwBH2w2KC8XsMnGlluJovMimJB2naeInNXdPyAQanddyP7PBlj3QqJBLdxmXaeuaZ7K+Qm5aTpaBl5dy5CSksvI/GVr3vBJo0pRtl2PhBZesPFCkdexaSiXKyEXnEAsAKWY0aMONl7ifKhYW4gH4cKCIBfWJi5Rj8dRqYjJ5AWC6huYKmiuTTp3BZ8ZyVmBTsrTlWx2dhu2w86ZoCfKvbN2V2oPU47gNzIBYUgtIVoPpCrDub851zM0qoTwStY2yeCjdnnEfbLmNNeMyy9BrXH8cQNd2f3PATgzOUd1Pz+1ijKY0fVoeAXhCQ/wzfxgBOk1Wy/nletD9TzzxBP7bf/tvAIA77rgjOvanf/qneOUrXwkAePTRR3H27Fl/7PWvfz2efvppvPOd78Tp06dxxx134MEHH4yCMf/Kr/wKOOd43eteh/F4jHvvvRe/8Ru/ceB9ygvP/G2f0y53lRkyIHY+w43AvGF9FQq4PHt6Cu7kpYt149rX1o75QRkjzjgY5jQzLznDgAzreG32KxoSYLTGeI4xrqwuKH3tdaXSNeB1axXaPMMatSsQdR7EI/quLW141t2Pjkeb61Y4rwm6pZJx02K559yJCudotbib1WU+r4cphxV4+Xu/93vxvd/7vdljWms88MAD+Nmf/Vl83/d9HwDgd3/3d3Hy5El8+MMfxg/+4A/O38B9kiXIc8iS+sR6SeKbGEWZY+W4tNyJcojKy8fm6RYJ8zg0gaE2cbEF6PdpYlLpGtJ7wQpwjRDsmCkoC14BBiRRfv7kgAaUXdwKVkIi3qwonQd6TLpfW7/9zQE8DryR1prsgCa4dmnpgR7FlG8vjfUwD4uHjtMslPjZLSLdsXjyDWm/v1krSXr+AtaapSzlmpVoo5BZxPnv3Xo1AC3pudwvni+vmZn4PWiJyQbuQW+nr7SNgTONJeLi1QQLrctSFYIpOxew1CXVxGbgYJpD677fGGTrIVm6UtdZbjcTAgUBhwjjxv3Ttd9QKBv7gdu+mg2HhGYSStsy7VzQzpyNx5CCZ1PZkkRy4My8crnPy0xyBdg7S5lNnvOc50DP4Eb9pS99qfHbW9/6Vrz1rW9tvWYwGOC9731vq3V7P6U7vlmbNDe3c4GOCViZtoeWOQtYdHBC9wOZvrUyUggoQL8vIk5/W5DfJViR2sThVNa9lVkjdWoKdsZdp48No7M2utky2c3/LcDT0dZp97ftOYpcrGcFetxx24ss0NOQxdseJDcfTAFz2vox19wS13Gls2xlCXUzXgcA29vb0e+LxA374he/iNOnT+Oee+7xv21tbeGuu+7Cww8/vAR5rgtpC8Dc+lIaNoXWyC9uGbdPqfJsnpCO1wRhphsCh67nFqWUUQMdGDveopcwdeLsYA6wiIEObZfW6W8KgGIGRDF0dg4ag8fHf7DUfaCGYsay6hg9jAlobYIyU5DHsYBymVi4juMhAPD11XpkXMPUnt9sMKbAdeEp/ZKVqPTEt5dapFMXArfhiG7XDJuBaIxB2DxTXeiSuhI3LSNuUnRtzQdcjl3CaKH5ScAzg45E9OJFmURHoe1LuXYkY2lL2ZE5oB9EF3eA7DGLw7E4Y0aP062+XKvbo7g9LXNLAyQnLNDYHTSv0wx4IiFQeEDFgTo1qwiDx4Hrhk3jdL4DWVx9zs1JaQO0u9fVsEJtnYSRSceh0H2IZBzdddpuKmptXLRqNUatRtHYK1WDcWEYmxooWJgfwUowLSPwxWdo9AGkORQj86SzbOuma1wuThLtS1tA5dx81576mF7fotOnbvTIcb+54fnjhyRG7y/1+PUtUwD0LnbZAgANLSNOtOICMy/IhkgMvtn2eknnlS6Ap8XtJgPwLL5pd2B9DaWsPuJArYDCVlMry5JsAXm0Vh7gkZZZr1QNbQGeNOxAWzuakul/i+FybgZMg9WTKbfLaD5F5zZZPAs+W/u5Tj9ktmabZMzRM18HAM961rOi39/1rnfh53/+5+cq6/Tp0wAQsRzdd3fsSsnVw8m61iR6qd1GIFa2uQ03DcAcxCq9Fvp2LLS8NAhk7Ps6j8RxGWJmDf3NBdF0sXBoXBy34JcuNoOu7cJ7glqZgJgmXk7lg2oqVHCp1iVqG98hfGo9Nr/Z840LlQwuAtZFq1Z7tp4JajvBuE2ARIXKBn+O2uvS/LbEsZglcxYVOubhHuRctfKbqzjORnxvG5Ni64RDgtl1PQNHkMWzcPDNOeemqzUA21IORtqo4HEKUk4+M5abjTnQ3OiHc2n97fWkAXyp+9d0Zkms69Jg8g7M8fHKEFiPKcDj4q1JGwPNWWqVmkDrGlJN7CLfxuxB1cqajBmZATiimavS8w0wZIEeNYZUE1+3A5tcrKBakXhtVu+nsXmoSxrV/bmA+9StK71fOSYqvW9twjLPRhtgl6P5t7mOuePNOYQ+11SSZ/MQFv9L3X8dyiIbVgLkNMCOtvKSOGvRoayrDzp/m62dzfe8LQ17qGzOutLAuq26RWU+6THbV21cqQzjprY61enQiQ9qL9XYr+crt7ZXe+F3GxvN6WSlJ1B6DK1rQNfWqJxrlwK0DPQOPyYJwNMWVPhy3JSmjX/b3Lov4No0mcLu2Qc5qjF7psnjjz+Oixcv+s873vGOK92kfZUlyHPAklPMaUBmIzmgpw1wEY2yHaOiGYRZZBaHbRZEGQELPq5Ch4JoyxYVXK5IADXnHmXBl0qPMMYeKj3yi2a3MPfUTYvm13bBHwIjVwS8IeAOiFVYBwBIaxmd78oxAM/Qly/VOGYTuXZYoMe117Uh7VvObYBmDWgLUk2ZUCmDZx4WjxHROB4HRzYL84ZFmNZD/57G4jkiohf8zCtXawC2pRywZK2oZjGZDcDc0NXkUGMhTSXdzAe2TFT1lOm9LVtTety3KTI+GH2WC8BvwBPzcSxNH6cGyureUbDUEjcpBzS4TUKw4srOeci7VUF6vW+AlKZ+jIIl+7kidgkAmQNMEoCxn7cc0OOYRbSfznUsN8ZRe2dw06LBljm3Kdhz94kAdTkQKB9fZ/rzM13Cc30lM2sBS92/FCeL2vWtzAKUJGBPLrZLs9wF2tQGRDTKnh2tbI/rYj9d81UkebAn7ENioEeqCWppAttXcuSBnYnc9X9XcoTKnlOrEWo5sgCPY/DUFmhOQJzk4/dX/j6R/vgxTT/zyyxMomb8J9X8TCkvf8+66+1KDz+TtLRxmlyJOeBys2ttbm5Gn3ldtQDg1KlTAIAzZ85Ev585c8Yfu1KydNe6KkQ2KfmMQ8O6bGlp3AG0VWLeZctJV4wecyy34XeB0IL7QLvLUR7oUb4dAQTJL9Yd+OMtsFqRBTcMQM9sOzmgwKEZh9DusA1EreOMJ9yOW0hzG86VNmUv3WxomECfjPOwyGcFoG3g5+wIllM3VHOnTfeT5mwsnu5jzsJhKKUN33KvxGlKyq5Gth+/orRNorjnkXkvuVoDsC3lCopztcm8O1S3drlYuePmHY1p5I0gzCwfYJme54IS59vTdP/ybbLn+LUnYuo9ZfPQAMxKO8ZlRaj4IRYarY8KdcENRoN2VyOTvr3dncy1x52bgulpenKlKijrduB/ZyUMs6gEiFu0Y/kEhg5pAwOgiQEkcn3Lg2zu/9OCKefKaAZQjsGdlDnalLZ1A7GK0zq1umL6f9HAy/PKUvdfWWnEOWl1s5rCXOgCRRpxVjrKsed3bW6DK5dajCmScd8Km/nQj/S9C4F/28YoBwwHRqYpw+4rfPkqHrtGuSqan6SurKutWSMzxcFY0QlGawK4mzWpA3dC/V2AiPN0iMGRaSB4Mp/68pvjHB+/PGmWkxj9nWTuUf46ZACeuA/tbn+8+X51thXT36XDkAUYme66/ZLnPve5OHXqFB566CEf3H57exuf+MQn8KM/+qP7V9ECsgR5rpDEAZhbFq1+IW2Am6yhGMw8q9qtctoXwPslCgpixjqUluBksR3SIbrMI8JbaWk2KuoW4AEnFhbjipk2zOIS5TYkDMKfn7qmpVT19JiJBVH59rq2t4E7ri+5lMR8xnYvKmEjaEGbnGtgQ3x0i6SwLhbP0ZJFA7BBA3VdX/MB2JZyyNJwjVEtC/Y5i+0AesCmM3iishDi98zqotsF8ACwbBoOwcoorXjIOkWzqIQMLLR/RpqgxaLCp8REa7pBExc2G2ifkb9dpjEXZ65tj+fZTUnb6bww6/2ic0+u/XH5Bzi/zGVZPhxZdJ+hsdT9V73MCsoclMxTr3sv9/nd6XIVi9Onx3owH7/RAeQS8AC/1X/g8PHluhZczAXQF9AgMea0AGft8ebourw1mQhjJmMx6Wec4Y8TADofwsBIRpdG9U0H0mYJBp6e0w7sNCVfNt3j5dn3swA8bSBg87lJ25zuEWKg57CB/kW5e/Nes7Ozg7/7u7/z37/4xS/is5/9LG644Qbcfvvt+Imf+An84i/+Ip7//Ofjuc99Ln7u534Ot956K1772tcu0Lr9k6MzSy8FDZctK+0LNnc+QdoTmndYvAq0Mz3iY34hDqpw5xNKlU9j1mhi0XVxGVzcg9RtyKP7th0uRoLW0lqA8yAKdY2KrePSs3gcY4gyh9K+unMdTb9Se8Qa7dwQSDr2xFVr7jGLAnO6cgTa71841hazQROo201+7anT0b0JPcDNw+WKWvCjAXzkIx/B1tZW9Ln//vvnbsNRDsC2lIOT9kVNhhbPyMfrivYMfZRdR3V7s/xYcnF3mucIfzznmuXLQV63+DLch1iCpY2hE8Ww0U731j7uGp1jOC/Aec9+CtB4QUBwBeuSWViTys4DtI+cJXUTxotSlZ97XJw2xz71gfj9nECMAKzphheNLWlryrDxbWJls5wpLKCc5OeHpoGjO+5Pm8tDXKZv5yEt9hfV/QDw4IMPLnX/tSCNOCwd5y0ss7r4TDm+oDtMl7S5TdL1X/59DGtHo28K+720x0owVgCsQBRfjjXrcf+i+uz85YAb6hrb+GTXztSFTIS6GXGTYwxgAiYZCzNt9YyheH3cDvqQ8XKMJa3jfs0sqYEiV0YbPEGYkkALIJhcS9g7IYzCLAyetMxpbT560uG5N/Uzj3zqU5/Cy172MrzsZS8DANx333142ctehne+850AgJ/+6Z/G2972NrzlLW/By1/+cuzs7ODBBx/EYDDY7y7PJUsmzwHLVKQ3YvO0HU/BVkoBty5bNhCZybQFOBTen+YttbO6+8wO7rgFaM7K6FLHRmAIKFU+ziTlAJdmuxFZfU25IbOXUe5hUe0X2i3ZxHTUBhIAk0wCznqrUINZWywDB6wrgGCA1hxgzddI+fJi5k+bJTbXxlRyNHv6e74MouwbmVBk81xa9gLWpis5ISgs5q4FAK985SvxB3/wB9Fvi/jmLmUp3mJK6PkpJX5m1ozTn9plR2xz3YrBgdTlKirTHgsuYsJV5hkps+oYf5y0y6ROB6RGpPspOOKDKVt9T12SUlcxF/vHZHYMdcT1C3BWgtu6GAQEK+EyMJpsXxxp9kVXH2dlMyFKZBkNbluMC2NwQAXBimY/EbvJMSbANSAz4NR0YE1Eet/MISnQF66JXa3nB4LSsuIfY2Axd47X/4dM4V/UXUtr4FWvehV+7/d+L/p9qfuvcrnc56/Dvan9+2XIIgyfhD1BJU4FbvchRL/nJMrgR9g3RpdYwgYK68JFWD2J+5QHXdDUTx5saXGfcvUGDwbH6IHfJ3lGEVS0pm2yd0Sr3mvqrjzYdjlZxtqfDwrOdLm+zSgLuWe1iWvbFJewIySHxeR55StfCd2hVxhj+IVf+AX8wi/8wgKtOThZgjxHVSitPwJ6jOsW4BQVwKCgHWWOOdQcAOLFc+zK3L4JoGIWjM2MKtkmt8RAyKHzNF0ijVHggBdjFVbgKDyjiF7rr2NF5DIQ2lCSPkh/Xa5/gN2ksDDRUQuyQhUmJTdxaDTAHZrKvW1cckBPuploz4iS/+7bn7TDfFFkInEW2FiyAE9OGpPJtSNFUWBzc/Oyy6EB2G655Rb/+5kzZ7yv7lKuYbGrYQru51hzrAVMyRYZAT0xgJPfaKtWhshUXaLt9ZnyI704hU3jgJ4QANnm2CLATuSylIAadI6JGD0IDNOojxYMEqyE0/05BpNj3bj2cHAwCBS8B60L33Y3v6S62AD/FaQ2VmJpDQA5t6xYJ+cBnjYwLR2L4GbcDRTlhN5LU4byOr/dep5K83lq64OTq2WeWOr+pRyUTMu+1Tg3B/a0beIbBTSzhU13nYlBFyNOX/iGw8cARWUBF1iwJdOHVpcp4dlCXTFyAGVHzen6FOwBoBMjdktd2VhmHfouG3eI1NHmFjdbwOEWcAdoGGBncomdAu7Ex5Lqprb3aAI6S5lf9hGKXspsWSYyQz6LVTeiPHaUq3VreW1ZODxdn3wa1SdgjwNWOoNbzqAofLBkVTf6ZmjqJrNIoJA2Y0CY/hhLrkABgQIF+ijQN3+zvr8ux+yJqKp2Q+H65VlHymVeqWbamM0rOVcxYPq9oa4W8YTpmF3BXz33XLYCPI3N35TnLiOHnXVlYdrmPraBBmBz4gKw3X333ftY01KuRkndZ9tcLFMJC9N2hh8Q9EjOzbatHufaKlgBzptB5Nva6NmK4NE/Jy6ToXNrcm62DsiPygcH5yUK3kPBexC87z+puxLNaAUAXHNwJsBRer3v9T8rwT3jU/n/UxdizoqovpKv2HbYulOgyI6vyboVZ3lMQfougwjV23SMc2BXezlNJtCs9352gCeU4Vw4Ot2/r0AgzsOg60+Tpe4/eDmUtcRMLJ6Oy1vWPbPEbglfFDpduTpBAvuxLk1xW1Sy8Y+B9px7MXX7DewYZzDkmbWlA3icy1QJxkoI3gNnPTC7zjbfC6t/479Nnfb6DDOH1jcN4GmfY6cnGknv5XxrWpV84BVP3g3qYAGezrbvo2I8bHBfa73w53qQJZPngISivjmkdyYlQdk8RBoWWcYtsg1SX36RZ4KhBavoPEE6D0JawQ1nsc6wkFLhFuhwIE5q4TX9tBTQzOKXae7LTynyaVvnpb13CWu5v/R4G/DTKIdIHFsnpV82NwXzyiyB1XLP+0Er/0Vpm/O26moNwLaUg5N2fe6o7rFOid1nM+wM8MYGvEtfdzEqcud2Xc+Y8IyetE3exWtKIOM0gD5l9DTqRgDvnetUzEQKBgVtU7MLFFCR0YGDs9hdk2cMEGk8H7MZEN5a7drOUUYMzuCFZFzwPNOHSUPM1zFjE2gCM/PoWwfwLOai2yyrec58bTESZ4BrddW6AqLQuURolaXuv/Yl91y26ut9AHhml/Qd5E23JyvRZr51c5q2062dM+86cSWexvCkca0No9T87b0IwNGYw4gxg/vYOJwYUWNQGwA0c3NGYPD7fmTnozh71izuYKFPyZhokr3LdbZL2jKqtWYygx/IxvNIXNsaGQuz5UwHeHxZi0oriDjDuYcsi2bVXTS0w9UmS5BnnyT3Qs21sSVKNy6EAAHEV7Wx6AMLLltQMOnUY0qjUYS0TnJ9o+55JjZKS08XftJvCAwAo6LFr9tc+BTn1BrMOFSyoIw3SiEOj7mqjCy3gAuwqQBt0ttymNTrru/muwhtZE3LKW1b3O9mYM1ZxqcrRkM8Lk3dmo+z4P6vovOak0kO4MksAGZg8eSe7VxU/sOUy8muNY986lOfwnd913f57/fddx8A4Id+6Ifw/ve/Hz/90z+N3d1dvOUtb8GFCxfwile84kgEYFvKwcg8z3vqRuXiHbSd29CnNjaPc91t3XAnLl2dbSLnCRgXpLRMCn7PCnRHWRMJC5KCSc79lYNb1k5hYumkm440MUAyLoU2mbyMu1YQrqkeN3NBzQIb08TuAajrrYu3wxgHFPx40LEyrlwcUtfgUAArAa08GNUl0Rgmm5cU8FpEumLxpK7BUbuI8Sd+nuK5sVtoXw4vy8ph7TOWuv+IypypnGdfq1wGwJNxucq+Ex5Foe8cz7w7XW5aTYaLL761D8pf59bI3QYAC574oVbBwEwyXkUsG6/rAsCTsuX9ubChDIibmPZt7AalZwV4dLJGbrLYXV1d912FhfksYEgLu6bh2gYka2/694LeA7Q9M7wfre9FLnbQEWHCaMwP1rvrrgdZgjz7LclL5ZR6YPMkCmTehVwUlIzWy+1L5yynzm0rRenpJiMtPFaO0zcHzRTiszCDGBMQKBACEnPwFsBJ0EmIHE/dzRzAU+gSgsTj8SAPA6ABhcpf48oQ5DXILYpTUKrLbSzqZ+Z4buOWvc7fGwrotd/LWIyrlu2AmYCzixnK+HGVTwd4cmU0JofM5HLQi35ih5n7unnkag3AtpRDkCQVae6ti95hDbtoDlZMB/60xhPILMZbF7RtC/cONiDXHIoBTOd1VUNHtiyKHcAjdY0QMD91DwCEtfQ6gMe51/rykzg0SkvUrAKH8CAOA0epY4DHtCEE9geMqxftk2AltI43HBoSjBkAx1uXEbuYeZc4SCgGQFd+MwM0DQKp6zKHGeO0bxRIa2XxpAwh5LPTNCzlxOVvdlaRaJRD63XltbuIHw7Qc1hMnqXuP4LC2tccQFiTzB9PZTGQ1VSaWZ8DgFbknUjAi2gjnWPfxEyQABKAfM/pemTYH67IYDQAA5jV5Sm7xzPrnYHUG5vRwuZpzi803mUbW942Mpl3gl7LB4Pvvk9NN1bippUdF97xTACACOfn7lNceaP8+L7x5L7Nw+JJx2KKBuwAfOYy2HbovyvB5lwyebplCfLsg2Q3tuQ70w50SagZswI8WbeeFrQ58CjhgpW529wEMNJLE5AnY010i+EoMGaG9dImJoiks6CWdvFcZboR4ue4RXdknfacH/uPCRTaxGSgbCATvaG2S3RpJhdtAztrEa0McwAPrde1ibPSbkxc+uHpbJ5cYM42iSdS2p7MeaStZqzoAp7QXSOhC4sOgKfRsLBQmdKw5vdDQP2vJz/bpRwNYbEC6Tizyap0l5jsT032TJ7FE9xPQyB+V33eZSvNXtXeF8fYUOAa0NZti5YfAtzzht6n37WWnsFj/g6MHtN7Uo5l7ghWmgxZrIRzvXXB9SOABS6QM3XVNYaDtE0MHNLOL4rZtO46pE93cxytTxH9q5kL2l9FhgjTDmmzOhkmj+gYjzDG1qWYmQ0GdY2L2sJI/2eULoDH3JP2VMVNICiUk1sHdIJEiaX3MIAeo/cXqGM5X1ybkmEbHCazrFXsWj5qi10fRUBASzPz7Z8BKHBbFJ2s/Twr1PzfMM1NGdPDEwhzHQKbx/XDgUVx21VDH6VAtp8rSFy5wP60xkvLUp8a44isicP3boAnns/bQChFgMOOtXVGFgN4YmNs+zM8hX3UIvv1Tlypd2sJ8nTLEuQ5EHEv24IUu5w03LaatEIzcThR6E6Xnt8U5ACeNA7DrDTyLqaLc5ti2oIkxJpNAR5XrwN6aDvitoW4PIUuAmOGAcpZV5kw8Xcy40DrAvLAkjuXBnCexubJnWPaJv0xv6nwx1T0d3qfZtnYtTNwWgCenLQBQFnQsTmBNeo7YFlU2V8nun4pBykRwOP01CzcAqPH6bveJak+arO4umNgTQbGNKGuRLljs8bjARybhy7Uk7IYte4G0N7FVjMAWAWXYUpBQUBAaQnBuHHR0gHA4vbvoPsVOISNCCQb7QMQ1We+G4DLGwPI5iQC4RxIQ74rZtqX9t+PKxlTDg5JdH1ujM3cN12HRvfclUM3VAvo4bwL9+Hp83lk4RTq+96SpRykzJ7JyEpiYGpzM98PF/OZy4mAnvw7lTIpckF080aFNl1v60nXbinQA6Oj5vXIifcesECMAVPc/93cpJlqvHghdlsAeJSqyfUSWtce4InqzjJLadnuewzwZMcUQN5lKrMWjsAe3X5+VPZ0gKd1TR/Vkx6fNsd3P2epXKmQC0vZf1mCPAcq9sVjKiDzOrcamXHx1Ar0pGVJf46GUarTApG5Y7mgaF1xGFIAo42xQhecdBHtYigowlzJgUkuhbBvJ6M0cgFuP4UurEWXARCorY+v1AUUk34T4ctvcRPzv5M2UauzsyBH7cvcw9z4+BTxOt4AuPrN+NhNkbeuxJNATsJGSjWZY11uWLny3PFpgJ6OFyOul1dCFvXNXcpS9k9yAE+TAh8DNfY1bdDU8+IWwc7iaurLMzHc+Slgn5MI3GHhe9OlKM8KSnU+BR4cqB3r8ACuCGbcbE3QZRHH1rHjwhFcwABA6soHV3bgvtP9ChzMgi4SyrtpSV3BBYF218X1CShnCGCImDQ51qmGtO2TXldqbQwEOdYmBY2aoJfwrmttC/2cG1sWPCNzXAwAzcbiicugy8R4zdFsIzl+SAxOYKn3l9IhMwA9+yUe6PHrcydda3we7RFo26YHjc6vtfLMu+lADyw4TklG04UanF1WV27ZPNL/rVQNzgsoVTd0XDxXuGy2NluhrhKAJzZup4ygppsr1ZOLADz072Td7OazLNij4mevYQBt1kPXBzq9R63SbVRqjQGVkUXBnSvJkNML1n+9zBlLkGffJX7hvO8tU+Tlckqwed1UsCcL9KTnhLoZQcb9fp8qGcpOJIBOmsY157blF4GI4xmY3rRMPv4aZd21pI+hoxMgh55PgY4UXGHg3oLL3LJdG4o/Zxrap9gN7eTgxmrRotM8i4cATs6NQMCk9M1l82rrP2UI5cfFlKdce6i7lm7vvxub8H9JABrrLpguOuZx0fLS/nz6hU0SRC7rd76UpSzFS1iQzgn0wFlDEwCY6DQH+uYYibTubJu0iZUjUVvQIg4GTEF2FyzTAd0u4LI/lik/uL6GQMtBpwYXLAXps2Y53ak8N9PE3HFuWgwcQrsyzGbFsGXouOUBnrQ+o/uV1cvKzxUpo8expbQD761bnnNNaMsm1hwTEY0Lba/rcw74oZZvP7aZ+dqNVhr7yZWRE3M8Lit2gWhzJVvq/KUcMZkC9ARwJgmpMFXocz4Hm6LhthX2CF0gVC40xCwb86A7Wt5ND/RUMPpLNIygM4vWti/M6okKCkbvKUUA5Ab2EIyUStf2ewXYOcVnFmu9PxKAIK5dFOhRft07P8CDzO8ZI2iD2UOAnuT6XPyknJ6lkmfxdAM8XdI6DleZLN21umUJ8hyARNHlqRKfyb9+hgVSCvQkdUcUUK0AJj2A0rAkZ5gsOYCHZkHpbFpLHIHUH9fF5hEoIVkFl8Y2BZ1yf7vrY5cuQvXX3EJo3FpfiVXSZsRyk0xrcNNkPFydhslj4j+kAE/XmMR/Ny2pGspkHdAmhhBjHEpVEdDjz89OBqlLhPt/PAnFFbe0PQIPc1aHYFFpA3hMvw7XB35hd63rRNkvZf8lR9FvLhopCNwMqNwG9MzmihXOa+h0FiyjqTtQ1IcECHJAkQPPdSMLSl5vUICHpkynsXhSgMfNMwIlXLwamvrcAC8AGowaRG5R5tzg7OV0P9fcsmokFAGf0r44A0CoL5QHy/KRumqd38w4hvhBnMxlPsGABYykzTjJrNtCNNeiGZA056rbRufPxs+h4A5U67XNcckHgG6v+8qB+4u6ay3lOpIDYZbR59wyNrNsnsy70Ab0AFFMnvakFjwua4pEILGtO44DFBg9ZqhkAHsSyQZAtnF5tDasJM00mK6hUQCoTFmw6dE1bX/C5smxd7SM5toUJAnzS9q2HLgTmEDzATxUWpg9QHJPmzKNidXW/kZ9lyFTAZ4pWcK6yjpsWTSr7vWy7l+CPAcpDiRwSsZHNwtItz8noe/nX2aiWFLK5UyS3zhETWYxwGPSHSapCRugRbe4NOo+uKRfWAOaCQi7qVGJJbstwwxjMSOH2+CVwYnKlc+gNAe3MybXaV9F1tKcq88BPKmbVuhjnDmmS6JYDN5lQXmQy2QeUyHwaUP/di+6m/7BuU7NyuBJ6yOTjm4BeBZ6Ni9fFgV5lrKUfZcsSGpZHvY9ikDkKAZCeHdSZmNOHOCTnpdS143bbj6WWBpfhgYIzrkWpSC706M0ZXqbbvXzCWFDThPOBJTOuEq1nW91P9Wd0+aVbFuZMIt2B0whuBY34/Nwfy8UEAVqdm66ocw6qsfPtYzEFELzelpOg8WTgDKuXe7/bXHdGn0m5Ux3DXYXXRmd72QZk+f6kQawPg/7hgA909k8AQzInZ+XLqAn154M0OPYHzlX+Bn72R00OQBTtE8OTAnZstx5HPn4nrIxL/j6ocG0tGEZamJ45pDJnJZ1q9K1NyTCB3MOa81YmvNlHtiJZXGAh0oHiNc43l12cyxJv7LP3TwsnrBmT2Xm5+sQ3W/nEW13X4tcdz3IEuQ5DPELoEDJnC6XawlLF3qqsQpq2xCYq2Pq+LS0h7OkBm+/zsQw4BqQc2QTocJn2CgsIk2re3NjkvabZlaZZQPj63G+0MStjqaZ75Io+8Bc0mGRyFiFgzQZZPG1hy8aeiHFfX2o+qUcqMxN828KZdM0gNuWRbs/nwAXwdW0qZNdvJj9klxmRa1V9DeVWV3GrpQoyCzAIiH9/834ysZ9cmnWHYtHIeO2S8CQWRg19JxZgvxPK8O3oUOcm1ZreXPOMYexmNbkv0tZSqd0AD1TL43Yam0yJ9DTkCbQkz+HrLt8HQFM6AZ6kAFmHTDCPdgDFowSQBuTUBGgils2ahKawpZBvQziruXAGcc6YrafU0CNSBeT6yOZh8EzDbjJ/RYM8PGzNa/uDuPRBVRNk+g5zaRzj2SW9UvmmTwSWeuW0ipHa4VF5Ed+5EfAGMMDDzww9dz3vve9eM5znoPBYIC77roLn/zkJ6Pjo9EIP/ZjP4YTJ05gfX0dr3vd63DmzJl9a+tMDzjjkaJy6HQsAmihR8ZiF2EUpCH/mm0zAEA2w4njvrDC/02teCYWTeHBjTbJLfwU+adhU+oiE/iRCaSuV7TcbFyDZIwUibWQUvK70pZHgSxb6nKAV67/wTocLNnT6gQA517mYvH4dOzENc61z98X8onrDxlsaKvDOcmz0eqKFfd6pg0Ytaxc4Q2bY/LM+1lOT0dLribdD3Tp/zwo495ZKlT3Ivo7vjYvmbK8W5RdlM/gpqMTy6zX/3AuT+1leBctXdnzYrCEumm5dgXGJfd6WFu3KgOYSA+6qBZWUJvOVtDQLARczl0Xn2/qahPKPnIsJ9cvOnbeXU0Hl7XcXOBTuNO5tiW+W5vQ+bwRT8+yryJ33pY5KS0HmbLceZ0bjeh5ndWYtT+ysO5fKv+lEJl1szo9+HHKJOkqLAdeuDUVC5vvmY0IMbOFfprlUxd7avBzjEwb41HbTFfaBER257QCKbTdIONAyvIf65bVDD0h4g8zHzCy93HXWTDE/JOAlmj68cwC8HT1C+Sc/ZJcWTHgtZ91tscjunqdXd1tXuRzPciRBHn+8A//EB//+Mdx6623Tj3393//93HffffhXe96Fz796U/jpS99Ke6991489dRT/pyf/MmfxB/90R/hQx/6ED760Y/iySefxA/8wA8cUOvTyO0Zqxh9obKLZoG8NS1z7owba7q5oPRu0xwRfaI4POCN3/gMC9GIUp4Fe9oCcgq/IYk+HYtUugHwi3t7hWbhWsXifptxCcBT+4SYGU/SD7qYb1jOM/1Mz2OMQ9gApC57F0DYVMn9CW3PtLej3W0pG5vPFd1gCkRUXe8jHSwUuSByOTlotH9hRX+dKPurQa5u3Z+XLpeX3LkpQNN2TldZWaBHN/VOzjIbnZOLEUOACwpiOAaP0hWUrqFsJqu0LMoK9QHpI3cv5YEe+vc0UZEWNv+fdn5al9RVIwMXFZ5pexgX6ftNgR5Xlxuj1I2Nk3vly8rMQ/FxOq7EGEMAs7SsnORYPl3PXyiL9qGb+XMYslzkL2UumbapJUyU1iLAMgAJFQL0ZECMuLApLJWW9sZMDUXqyX1SiYGeyAgN2JdEemDHxMmpzJo5+fhm+n8OmCkTcKYwHw8mF2C81/hw3m/+zgowf208BgHYIYYKDzS5vQyL2+H1VobNTsEjD3TRe7g46BIBXr4sCnrFoNVMjKRMHeFaA7hH8Zfc/U7AuJkkc82VDNrc9rTP8rke5MiBPE888QTe9ra34QMf+ADKspx6/nve8x788A//MN70pjfhG7/xG/G+970Pq6ur+O3f/m0AwMWLF/Fbv/VbeM973oPv/u7vxp133onf+Z3fwcc+9jF8/OMf39/Gd64aeMzmsT6/DWTVL/bagJ6kzIZkHt3ELz+y3LFgkUwXmjRugkttm2ezyJa/VZgIErCn1cKp47L8ZyroYsqTqA2UxGpIVqOGhGLmCD23sUDXMQDVZUVN+yBR281C1egrHZNcuSFDFw2+GQe6nhofAW7R3WYVaII47dIC7jTKRKDRMjpZzkp53X/RfuTn+yyppkdDrmrdTyRaTEXvrAM0QhaRBvBC2TzROz/djZXqdMZEBBjTc9rcdygoEbcluArR61O97xk8Tpc25poA8LSxIjUUJCooVARwiQM558Qdk0xCstoC/UFDt7JYIKO6FCpIVF6nxxuYREfnQBnHZnJtT8bU9zNlTCFllDbT1kd1Jc8ONQakdYX2twODAdRpAjyhvU2QcJoclm5dRO83V19LuVpknrTQ0yTdoM77VMwC9ITCp6+HustrSra9FJTIgglOCAvbgz0COTZOQEctoELKitrgmDYWSHHgjPmUYKwE530D5Njv/nfWB2fN3+l6tDM+HdI4kSKsUVnbGjUzdqBASfz3YkBPC6yQ3iedjmcHODerZAAe80cOmEnX8lcewJ8mWuuFP9eDHKm7p5TCG9/4Rrz97W/Hi170oqnnTyYTPPLII7jnnnv8b5xz3HPPPXj44YcBAI888giqqorOeeELX4jbb7/dn5OT8XiM7e3t6NMls00MFOih0rbwzgE9mQ17o0y6sGPkt3ixm2aR8rlJCIuHuioFK2ZYSFIgI2W0OOq6QrCQugVwtNTSabpDNDYJ/nvSf29RZnZzwAzoUkOihlnwB9tuAFmiDUrLpiStj7ohOFDHLealtd6GjY5zOYg3RBTYosypNLNK5C6H4NoQLfYzz03znps7G4Mx8Qg2rk/aQM8NLl+5AHixhEnx+lCmS1lcrmbd327Fou9nc/PdxhqkQE8ssnFea5u8q21pg+dzUmeepZIyJ2lZcdulBbQJMO7KdQyetr4lrFAzSs05otZj1DAfCro4oXHRlAV0ala36n43XjRwvgGUajszVLauOqvTm2Mbu225vipVR2OYzo+SjA2N3RbGNmeIScEZkq0M3N/fHBsIdoS9Tp/hmcmBQW1soKnxfa6ghXcp15ns9zpjjvKmATMNxs0+i57yr8kkSoEe+8mCPSICfHypWtkxygA9Xh8ZgCaAOAUE74Gzwn560ceBQeZ74dmJJmSE2RPRcaTBmQHHVieJQDLgTt5gqnyZoS9N3sf0WEzTfm8CSFTi37ufky4Wj78+Ez/H/JG6Bs5CKEiOHxEXr0Vdda+XJC1HCuT5pV/6JRRFgR//8R+f6fyzZ89CSomTJ09Gv588eRKnT58GAJw+fRq9Xg/Hjh1rPScn999/P7a2tvznWc961nydaZXUXeagmA6k3Jw1N6k3ByL4yz2Cnmd2pMyc1AKadWsiVE/nxkXbl/3bR99vWkajtlAXraRdswqtN41FQduduqDlaP658aGSAmdt4xy5ySVsgP2SGFyc5YKjg/QvKftXr1xzun/Od7KpE8KmPK+T21kZOZkt2K5rSxNQd8cVmnoxV3cTuArxZqa1JZ0jFHERaBPXVqf7U4CnSygL0wE7rS7FLdnJovJ0fj5ru0ddLM1UcuCcKSM/Z5g6p5fNpi7yj7Ysdf/1J3kGS3JzZ7zhc4ORnq1CmO+tQE8GIJh3zdZofxeg0PxEYE9nGQ7sKQzYw0SD3cNSozIBelwZdB3pY7BFjB4L5vD8x1xXkLJmlBTgoezEGfVsBBxFzw7pYxc7qgEUpUL3NAkYlzknFrcumAHgSX5rB3jmkXag50oB+ouyOFUnYHftyBWb1T/wgQ9gfX3dfz760Y/iV3/1V/H+978f7AgghO94xztw8eJF/3n88cfnuj592SIF01CSGUtuoihztyqUSdk8bbe0nQ2UugTRtob/xwGATR9bXh0LgEhU3qordQ3p4hVoR4k3H7epoItyau3MbSTS7xIVJKtRYYwaNSZsggmbWJtuhZpV2eCdjhqfc2VLQSUNGbU7MHlM3yLKvhuHlLVEN07JeFLrNHXZmn0TEC86Ism6gGSup3EzElAp+Hqbc7uft1gOgxifX95M/1wfqv7oyLWk+y8ncKF2C/Apm3+G2IKZi9OSi63jWZjWbSsNwtwGzjTdtmIAQanagyIUwKa6lILaVN9Q99R4LIKbU63Hgc2jx0HfIjYeRG2CtCweo/sdn0dZd92cOFCn1iMzR5B6vT7PgD3U6EH7FgH5fi6xc6GuLUspxOzJt0n5OTN3zIxVzPJx95cyPnPgVp7lg+y878/zdamo3qakTAH4d+IwFv9L3b+UhuRAnRkRvrnWK61AzxSGxCLGuQbQ0wLaZAEKlQF6gjT1QA7wicEee2Fnk3MuyClLh36nhg16XV5UaEMW4JluVEhZPFRy4EvTbYtekAP0cs9c173vAN8wB8BD3LSa65TLAfWvXmPA9ShXLIX6a17zGtx1113++4c+9CE89dRTuP322/1vUkr81E/9FB544AF86UtfapRx4403QgjRyJZy5swZnDp1CgBw6tQpTCYTXLhwIbLo0nNy0u/30e/35++Y1gCz1jOtGptuxrh5132aQaM0GBQMHZ9OGBywGetM5jqKHvNsmUzn8El3biZoL6RR4racNGW6uToGIhRCet500R3R0zWxyNrfleuXblof03gOtEzu9CritJA+XoM2YwU7TnRDkzJ7gntYbG2lC2+u3bgqgAFSV82NSRIQVHslLMChoN146piWn7O6ulTyboxdql64Z8VXEhbbbRu1WAIY00pRdee10PWb54JMpK5PcarNKxHt4Hrys72a5ZrT/WThlM/cARjd3nzvtVZBt7PA0HG630zRtdEPyaPdBv5T4eBQDGA6YQEmet/pkVTXRnVpqycZAFWDcQEWzQXtuijEjAnziKvP6XupK18vLYlpc62wackFmaNMGTKr9wE04rGFMbAAVUs2MFOG0d/CjlPEpGQcXLv5TIAxZb/T+UBCI4ytA3AcgERBFT/+FuBxrlzunMiFOAPQtDGLQvlmpHLHObGYt8biadxbge44UdzUZ1PuHnSa3YX1/nK6WIqV7DNK1/OdF3O/we961n3MmMsRtyHw0gIYkzYw9yezbfB7k/a+xevFsBY26dCFKb8FQHfX5wCelJ1KdaD/3a57cyxIZ3CMwgHMCfDEeynye3LfontJxt3fxxZgyJe9L+vRHIjYUadrayoRwLMfbSIAG3GXO+y1v8Ziw3y9qP4rBvJsbGxgY2PDf3/LW96CV7/61dE59957L974xjfiTW96U7aMXq+HO++8Ew899BBe+9rXAgCUUnjooYfw1re+FQBw5513oixLPPTQQ3jd614HAPj85z+Pxx57DHfffff+d2wOi655IZxSU2GhSi1qXtkBMXKvrM4JyiwFj+JmdbNBHMCTnkOBDZry1sfCIaAOQBarZOGcWoZ9ubrubBN1k1LMAC+aST9mpszSgk7K+FgyQCUgEACfMYUyhdz/0wkkWngzNCYcf12mT24z5NtrQSkJ6ceSE4CLbnYYE2GhwEQAeDKbLl+nnTQDEGhKgy3dTXqzuWvEKXyDOCaTU4sxY2gWltFhKP9F/WyXuNDhyrWi+9OUt20AT7R4TX7TUPb9dgumJtCjNSd/t+iAiKUho3nB6E0BzosQM8bGsRGZ910RVgYF/v1xVUEzASjYeDAh/blrH3X/pfHd6DE6FiGOmwFCqJig/6ZcwQAgDsrtQCHF2tOs5/qofAygumFYcO3msGBPAswzCLvh4dE940SXmH4Z40AAsupWMCw2jDQNRMGFzY6xjcXjwCBXZ47t5NcHSPtINmCZ+0LjC001KNiNbtD1MdBzkKJ0bAuZVZaqfymzylSAZkagJy60+Z7P1Ab3PnXsN2gbQtsJqNNad97107/GFhwyBmV3fQbsyMx7ppw8AEPBbFqGNxxqZwhPYvG0jMFcAE/jvnEDYOncPTdjmHseZo2n0y0toNtUgMf9oPO/Z8p2ZV7NIegXdb26Xty1rhjIk8qJEydw4sSJ6LeyLHHq1Cm84AUv8L99z/d8D77/+7/fL+Tvu+8+/NAP/RC++Zu/Gd/yLd+CBx54ALu7u35zsLW1hTe/+c247777cMMNN2BzcxNve9vbcPfdd+Nbv/Vb96396YK/89zMggtwSlE0zg1sjvx1Ieq81XmgyjfewHdZfwPKPkPcAcqISVg74XgAQpoWSKdUA/slBYq6xG1QtLZWXHutJNbcqK0kVk4uNk4adyeUH4CetH2NuBPM1G02NeEehDgOqnP8U6FAT9vmzluvGwAPCMBTIEzcbgMQs3hoHJ54w5BSWamrYdMSTes+7IljcT/b60PZH1W5qnV/6pLiF5ZtYGmGzWNBar8PToAeA84A0CH4sEZTz0VlkgU8YxwChQd/0s17ji3i6nDtiQBuCr6rwDgJQ5IAPITFkwJGob0yYrq4drh2heDRlvHICgPuaIAzYf/OgzyciegYnQ+c+xQFXwwwxsG5AXiMEUHapX26MTE62oM+yUbF9Kn284szfDSyc6UAT3Iv6f3ydYOD8zLSwY0g0V3gILWuR8YiCup0xzVqlOvK8Zb2YPE9yDlBQS8E8ix1/9UrB+EGmAdGMjIDOJN73mdtcwMoBWZrly/AzkvZx9usTT0Txe4t8sVQfSY8nhJ7Dujk+gAk5eapNvAnMrwSPRj0nvQsniZLhrJ48hLrqibAk5Wow1QC0NOUwKZpuEuR9s4qsz/ndI4mLC6w0I+Wcrt0czsQlGfzHLZovZgWv16Mu0cG5JlVHn30UZw9e9Z/f/3rX4+nn34a73znO3H69GnccccdePDBB6OAnL/yK78Czjle97rXYTwe495778Vv/MZvXInmx8I4UZJOJC7nthjrcLPcWdgWVLoAHiptblkN1gth+ACxxdM0EI3rWuv0E1MQQ293YFFKwaRuWTnqfotllbJ6MmBV5N5FaPkOFPJttH1VDNaRS3mXg5w463tg9+St0a5m5kGo3DnT7iNZ4CcbDyez3JNOOaQJYNFgmteJrr/q5erR/U0L5TRxbltd72tg7QUd64NUtry7XfVpLaHsHJQygQDDiGzoaXK9QmWYLLz07q2unQACwJPpE2Mi1OM3MTLSr6EddjPBAohBdWgK4ET1gPvjjXlBy6jOaG5gPDvPODFsVgPcK2YMK84QkAJmKcCTbnJSVqkB43KufSSr1izsSdKOFHwK18cuFDOzdhquWolFP7u2OThZemtdX5Ld+LZuyDOb3illN5/bDHtjRqDH1T8dmAlMoOYxBqYzQE/EZMm0JaoyXRcTlyNfFEdqjIgNecZNsxkigrTLGw/cBlzFS0C3XtUJax5BRytVw7mJKl3DADw1vJuWBVC6xrSpw2YDdsI9IzotfbaYY0VlK/ZjQctDkpF2f0HKACxRaSMfzFJ3es6VMNzOIksmT7ccaZAnF4sh99tb3/pWb93NyWAwwHvf+168973v3cfWZSSNND4nsBImErNgDL6ssAtIkXHJoSJCOc53NrKwuqj1LQtvy+JJLbOhdc2Ur+53mlIXaLJdaEBKwCzcgQzYAzQWo013KmEXzBzKxkJgjHugJ9c+IEwglNUTBRhtpYvGf6d9yfWHWjCoG1eO+k+FxuNxZUXxeUhb3cJcqdo/I/44GEDSTuYs9UGEjcuQk9QlLfZ5nkcOepJYnMmzlKMmV5fut++C19czAuQZi2a6iXfvvXO1CrF68tJWN2OG9QEFSD0xdbnNPHETBllsK1U1ABzXRvdhjBujKhMQcICT0TeclXZ0uP+dJ/rPzxduQZ8xFhggCSY2DzgkCy5QjTHtiBNDA+JLy4pSKiQESO+BYT/F8YvMWAaAyulpzvom9ptNI+/6YxhC9jeqd1mwUDPGPZPItSN1nabubPR+urFtY3rajsMF+Q7V87AeaH1mVcec0SYt7hsHDPQvzuRZytUmjQ1qylLoAHvyBTbPz8diaQF6gJnBnnkkx+aZZQ2Vq6vJtgm/dwE9ixv4lB82DW73MwnQg/z62swtNdF3KcAjQ7tpLJ6k/mZnZ+iL15kZt9OorO570AXw7Ce405aGvUsWrX/Wtfthg0FKLwjyXCdUniMN8lwt0hqbwX7PXpMg4d1igJ4QfDPQIWl5QUpoXZHNQHDVMovvInNNXFaaKtaBFvkUuiFgskHgY5YL0Fwkug1CK7OntW9uIV/A0egdMJa2L76myb7pXBhn2t51bQReadcnt1EzbeOs9ECUc53Itde7NPjNVzzZuo0et5sQvwG0m0zvJkYAnqa4cwLdP7iSNV0DpknYaKQLkswEuZSlXKMS3rUUyJXk/3mXLboQ1oyAxBHQ4xgjBARJXG6cOJdT9zvXHJoFwNfpbAo2OYaKa5MDejz4k7jjwrbVMYpcfZyVECzE63Fl0zICWJ5kN0yYJFF7WWi3Yk2TQ4NdSUAfH4cHNjMYDbqcYbkYXR2CJztwyrXf1M599i6GOF6cZ0vpOgJ5uHU1YxBw8Y8cwEPvp382yNi49qWxeFJxwbBzAFC6FmhY05N70ZTYMJKT7kQQS1nKYjIV4LmswptAZJ4xk2HmXC7b2behm82DNEZMwuJpjg/3gIVrdyqzMnqmizMQcGtgdsNZGQM1QgwwrXN6g7AfPXvHgtMObKcMnhTgyekiCiJl+t56LRm3NqCnjUk0F8BDQKV5ZaZgy77++Lr2WELT6qKyXNdfDbIEeQ5KCNthXho9kPNZDcE3faR7IFp8enYOAzzQ45pDFnUB5GkqcJfiNsfYoewUulD3MQ5UiD2QyrQxSFlCbWBN3BbhzxXWTas7TgV1uerKDBK3KQvEtFjgad8lgkXYtVlDQrMYmPLHos2DVaEENAp12zgQjBsXBgfweD0cNprexcMv+OMFemzJbRu7ANp0SQT0ZNp90LJ011rK0ZAmsGqeyybQk2Pz5H5377eJr1VnH9oACjXTrafvOgVNXEatHLDgmDp59yEHftcmCDMrDfhsAR6BsnHdLHq3UY/V9Q4IURYsh64AwhZKpWFoAHGdQgycNPsmm/cwyX4JmHEJrrclJMycazYpli2ka2/8aJs32tKmu36krlo+xhFrzpl+zFtceJ2upwBP6GOIxZOX3P1rAzQPT64To+xS5pEW9li0yc2xgDozBQUD6zyZstpjswBdbl/zBDHvBCzcn56p2QSz/HFSRRuG1s3wUQ2gJ3Ld8mBPUmbEHKwQwB0NGoOnm8HjCkv7mbZ3fiZ63NbYJcu3C8k9bgN4WkCl/ZRZ48R2ZYKbWcgzefjZtdI097Nfdz3IEuQ5YIkXUS1pRzMveA6wCC4/zm2ruUHwm30S3yHESODRAtGc0WENzC3sKZslinUTxx7IlcGT9rjrqEwDd6K2WJctR5/P1dVc6MukDOXPz9XtmUYtzCnK4AkTVJJW3rleEZ3rUxVH8wHdnEnvukXFp0Qm9WsWJk73bFAXLPdMKBvQNLS/Oxh3dhOUbjwTaXMdOAxZ1F3r+lD1SzlsifS3XzhPYfToEJsndtsNDA6XVj0Ppgt/bk6MnkuAnpZNRuQeNAVAD/UbholACc7KSG9K1F5X09TpuTg6kV5M6jUMHA7tgS/hS8gZChyAHmfUijN4NefRGChzbsGOtePczmjWMNtYuLg87tq2eigrSqk6bIByLB4P4DTdq1I9HfVFh3PCMe6ZV+63mEE1K8CTf9YWAfIuVxZ111rq/qtY9pPFk5abbFpjNk/QNm2xfi4rhfq0DX+j33MAFg2GCpD2x4EzwDTwNOcS5S6Q0J55ZECfuJ48MBwzd2Jwx7Q/MJeyoFYbuNMog3hDzGGEb5P2GFEzADwLSFtGrc72dF0/txwdFo99Sha67nqQy3/aljKDCIQF/Tz0x1QoLb/NDYduBpp1uQUiTxenjTK6sqCEmDa540DTghil1M185pXIlzcDhHQJZR/NIrS8tvanYJlGWJh3x/nJtyE3/rQu9y8/fs1MWWk502QeV61W2YfJbB7RWhv/3Dk/SzPwUi5PZntXnN4O0hE/pmWRzxJdRM+dBvC4YxTkN9e7WDWhnDagwYMNrboniGOFOsalazuNaZaLjdYlOdfZWcXH5En0sgNrnGStzCSTJBXaR5cqvi2DWJY1gxjEofVTo0EM4uSZtrNJHJOvDZTPxcrICTUgdcqBp1BfTPfr61D3/8iP/AgYY3jggQemnvve974Xz3nOczAYDHDXXXfhk5/8ZHR8NBrhx37sx3DixAmsr6/jda97Hc6cOXNALT98abg5ReuFGBDV5F+XZI93vWMIwMZ8wjMf+HVZs1zTHw1t9J1WgK4R+pl+8u32Y6C1LU/a8mpA19C6htbj5FNDq4k9bgLiQ8uYUsQE4PWtjQ3ZucZU/n4170sHC2gOYfZf/KNjGuUumP0e6o5/QTKGngaTaL/l6AA8QDDuLvK5HmQJ8hygLAJeGElQ7bRc8MyGgdZHAYgy+U1AsAKch49Z9LUAQn7BKRG7aIWYA9OYGx6c4IWx7iYfulmYZfHqF78zKJvUsttFiZ/WBzdWXe3vbDdIQFGXwtdT8Qn7qRN849F98+AZEuCpg6FjhNL96TmLKHABCmR213twotE9Mc4yZS5lKbNKWMiS3zLMDf8++ncidWFqA8zz8WnMp0DuHUtBYF8OYX023LY69KKLj5BjizjXXx4F9A8p0zlKCGY+6fxCgyA3+xfiNxj9mgOdTPBkCcPMyc0F3LKhtJY2Dg+JHxcxWxDV6eqjGRNjVy+qq811po8EfHfGFDs+gveisfJjq+pofNN5hIJSqVGEsrFcf9N7n46Ia1M6Z+XcjbtFNJ7rxrzlrfH26wFq2sX0/vWn+f/wD/8QH//4x3HrrbdOPff3f//3cd999+Fd73oXPv3pT+OlL30p7r33Xjz11FP+nJ/8yZ/EH/3RH+FDH/oQPvrRj+LJJ5/ED/zADxxkF2aXJMuRk5k295nNcVSOTjfa862bss+fVuGTNqcV6DmIdRYBeyLAJ/NBMi4sgB7mWge02EyGFvCJP5X5+ADLbeAO6wZ3ovbE4BsA4uZFZOY9Wso2nQXcybB42kTH7d1/3bRfwEwXe+vKiLZg/SKf60GWIM8+yCwvZLyoSgCVKZa0WGJLXJOtE4Aezop4EUaZJxmgorXtKVBC06anyi+JD0RZLsy6ELnFu/kUrUBJzl1oVveuxqZiRgp5GuTS9SG0P7Q5bX9g1ojGuKdtdpsFmunLtLvdMhrqTwCmxArdDfAYMCZcl7Nad0wIjWPp83c5TLXLkzZ707TPUpZyuWIAH/c0NdNLB70bMt7lzyVltryHEajSwtTL/U7BgNQdybszEaZOOKYaQAQFmwXvQfC+CbTsgJ5Ej0XGAkifdaotZgznJTgP8wIFLTRctqoQ8D+6PtFBTt8ad606Op+yIWmd0bi5+c4HalaRzubObYs1jS6MmTkvMqgQcMbF68nd6+D+TN3mwjzTFvuuk+Hb8dy0unwBiJ9TAvB0lHeYstT90+WJJ57A2972NnzgAx9AWZZTz3/Pe96DH/7hH8ab3vQmfOM3fiPe9773YXV1Fb/9278NALh48SJ+67d+C+95z3vw3d/93bjzzjvxO7/zO/jYxz6Gj3/84wfdnSsi0Qa8wQKe/6lbbDOfMHNapeMJb2XzIPRLSwTAx4E0MwClzEEgzLuFOcDHgD7SfzSZVyJ9ZsEdx9phTFhwxxk3Zh0DAsh496kZWDw5AKu1gg7mTku5bb/N9zwk45Vr18zlzKIVjx7AAyyZPNNkGZPnEIQugNoWZ0EUQmA3BejcgovDZdsC8tZj83t4z6M2+FgscbYQU3s+Dbk7FgE8ukldV4leoQBPsPAS0IjB9BECiOLaEMWnQyaubEBoGzNBkMV9ZyrdFvZR7rfAlLEAVUv7OStNlhmNxhikdZjMMCGjWFdKdSc0DoM7X6FKwCAOF8/DnEc2agiZVmKmT3s7Zw2gmbMIO7/qqMwDVqrLmDxLuSKiNcBssEmrv5usDPdOwjxwjRg9sMebQDecjiQAgYtbk9aTxj2j+jSdhyL9wJpMksD2sem9YTL6Of3Bedmok+ojHgH+cfw2l3UKCCAKLSun65vgi5mHBGxAeR/LiDBOdfNvWp7W+TklqofcA4XK3GfGAeQ3yoYJJMC0QMF7vm80Zp2KUgSbkQ2ASQjKTQMy02NR20h/ojEigZf93JHo/TTmz3QRyfzB4Rb/cTDrlpgaByTLmDzdopTCG9/4Rrz97W/Hi170oqnnTyYTPPLII3jHO97hf+Oc45577sHDDz8MAHjkkUdQVRXuuecef84LX/hC3H777Xj44Yfxrd/6rY1yx+MxxuOx/769vb14p5KMV9Hvs8i0TXCSzSrHSmNBkc9WJoB4s8zjsvZDtCIMFVdXRscxjmwGKRqTSMdADoNftEZ9aNTB0j/bjLEhbk34DtL+vKHUNI32LS2f9CVXflRHWnAK8LTosM57TY0S0zOxRXXNUGb4PgXoicTtLafp+hnmgpZ37HpkRx51WYI8+yl2sd+WOSXOcgSklEJmlbO5ji7mAvAThCyosyBuUJJ5FwLjtmXqjoMOm0VyfgFLAZ4QT0D6clOQI7IeEiuk74U9n3lAKwAlXWCYhjTjqaVX1m6hb0Yr9MlT7RPWzKzxHejiu6399F6nY5CL1wN7Tkjzm9/A5GIxBDcL4mrgN4BkQU8ARfrstTN9cgt+A9akCxHHRphuwT08e6mxFi0yySwnpqUsJrkFnHnPmtn+wvuJBOhpgjldQjfs7dmTuoEeF4CZxqdRqMBb9L47R7t04Xb+cAC+q4/OW0pLcDo0VqeZwMc1gstvO7hO+5H+bdpkgu87kJ9mRKR639VPy0nn56mxaez95KwM8x7L9NMGzdd2fNy5TCtI1B5s8mBIox0WmEoBngxAQ2UaG3dexk0AoRw4Zt3YmFs25tpirf8evHJlHayOXZx6f33o/l/6pV9CURT48R//8ZnOP3v2LKSUOHnyZPT7yZMn8Td/8zcAgNOnT6PX6+HYsWONc06fPp0t9/7778e73/3u+TvQJtStZ4ZnYG4gZUq2rab+zwA+abuizTg16raDPe3vT3y9vzYCetx57RIDPbD7GHiQq+la1gTYuse2w5CZMYYAOX0WJ65pGMyzoFWmXVPAHWAGgGeqxHu2tnsbj+sia+UUzJulXZcpRwzgWdS4e70wea4sx/YakgbK3wJQzJKhxMh0FsXMm4EuCjdC/AEqbVR6f7zjWHdcAFIvqXvauHQtwFMAxy3u3d9drlpdQBJlIeXaDyQWUgJ6tI0BzSjTFcC6UV8CMIV683GZ2u/3Qb/yGZbUEaB0LmUpBy+ExZbEVYvfyzk32wSkSWPJtEnOZYmWZcoI+irUES+i0+NRHYSh6dxwfZsdyKIllI5jkdF+TYsB0wXwpEJZO/Hv+TkgLW+aK1OWZUr6oxJ97rNvJS69tMyo3uiYjM7JtYf2tXU+yIA7jcDOWSs4ldTFN3dOS1sTJsBSDl4+8IEPYH193X8++tGP4ld/9Vfx/ve/H+ygMlLNKO94xztw8eJF/3n88cfnur71WTqkjWcai6UT2GhL6tDq5mUPZ/41hV4T/o7dyZps6i6J+2aNgNYVyesQ55rE6HkZhkznp4g/MDHmWOSGXCKO9UgT18zCfGdxf2j9OZkX4JmZsdV9b+PzEJ6NuROC8CmfDpmnziMG8Ji6F3fYuh5kyeTZb9G6waxpUveNBCtfCBDn2DzuumDdBdoCbabvFwUevI5DYNKYkmyMGXDzqDN4Refcn9IU30CgvYcFYre7QWzp7VbO0SJSB/eiXLmpuLGSmrJjSJtpoOgZXu5GP+YAR6a2FdJb8t3YGLcDQSzrEtnYEf6eWbZXIy16aG8jXlJEfW2yeGKx99g/n9QykWfxRIt88lybPh8OZX/prrWUw5ScZY55NlzQ+3QOcIwezgqollToqaSsIFdON3sjdoF1gEDEkvFWYBME2AARSI47N9AYZHIurIIF9k/or4RmBNDxATdtHBpdQRLdRds1C4BFz1FQYJCmdyQ1OmXx+L7Y+XRaNi839zRAeFWDc1O29MynyrN1nIHBsVrdXO7KUS6NfKqbU12KZlr1dP5M2zYtq1c+a1izHc49L/2dMkDpcx3Yn+mccXiydNcK8prXvAZ33XWX//6hD30ITz31FG6//Xb/m5QSP/VTP4UHHngAX/rSlxpl3HjjjRBCNDJlnTlzBqdOnQIAnDp1CpPJBBcuXIjYPPScVPr9Pvr9/mX0LsOemVEWdofKsIQ6y0oBgLaNM2UhAeh0rfLSNVe0sILmAHr8Na6JU9a97e5PLXuVhuSzyOZklnlyoYyuUwCe2F1tUZB0StunuoNdrnGW59vQBkKm9R9BcMfJksnTLUuQ50AkxGcwrMamdc0svo2bDiOL0a7r/PUe/DAvboO2iLCg6wInXABOrt30oPw/t2h2cWPSBbNpa5O10bVA15rEovFM1sxClQEChQWbWouzbSCuT7ZcmbYzt1jPCGXhuO+tlt0cY4W0v3F+YoWn7mba3oc0NlLabgfwtLWd6ekTQR7gIW0kG7kgCSWWlpeASSHGhP9hapv2S5Ygz1KOjthNL7gF6ZsARgr0THPZokDPrKCzAUTsxtuBPSROG9U5XpeibjBo8mtQF1g4dvHSdu6o9TiawySqBHA3oLs/Z4YFOgV44rhy9u3PAM8OEHd9dYaR7rhtsU5z7VQMYNrEyjFgewXNBAADWEkCMnFWBkDeglzUKEPda6krlg9y3TJnUVZWF3PT/+bri+eYmTZNoO0rkueXMAj889UEeLLuHvssS5AnyMbGBjY2Nvz3t7zlLXj1q18dnXPvvffijW98I970pjdly+j1erjzzjvx0EMP4bWvfS0AE9fnoYcewlvf+lYAwJ133omyLPHQQw/hda97HQDg85//PB577DHcfffdB9CzILMAPZ2b84NgNLWmzZ7iStYK9swgU4Ciy433M1smsjy4MwuoMw+jNZXp+qut7NgYCSTgjik8+X3BMdyX9W+65s63Y9917JS2HwWAB1iCPNNkCfIcpLhFO6R5X1i6OBeIlLKWAFOAZo3rKJvHLe5SoCeVWRWoA3o04xGbByw/3WiyUJ9adhQMOQAyXdYFB5QY4CKNS5Pf/EAbcKfNmunp78jHEYrqZ4E1M63ttNxZhd4/bxF1lmgEAIla3r1bG1mop2yfdmYNJ+uPeFPQ7Q5gF+yR/3UMfNGYHt7FMGL/HJ4sTsG8PpT9Ug5I6LtBraBuE2xjjqXxshjjUKr2QE8swSrb3FgHgCU0oZ0pSoUCHRHoTBgZ3ALsro0cRTYws+lxrJeCm6w0YLuuwCDgMmq5ODM0ELIHUGDi6bS5hkXfEfffg+Fd8woT/lVP9USuThooObQzjJVE5dtCy6GMS8YEBARqCma5a1heZ6dgO+dFo47IrY4XfoyyDJyITSaiWD+p5K7n3qUi775nAmjTWDxRAUBbXI99FHM/lzBPTk6cOIETJ05Ev5VliVOnTuEFL3iB/+17vud78P3f//0exLnvvvvwQz/0Q/jmb/5mfMu3fAseeOAB7O7uemBoa2sLb37zm3HffffhhhtuwObmJt72trfh7rvvzgZd3m+ZldGzLwGNu4CaWQCjtvg8VGYJ4LwgKyj37mXH5TJAl3aApxvY6TJY5NdzXSzMOdo/B8ATycyZtC5Dt7TU0fUsxwysXN0Jm+caCaNAs4LOe931IEuQ58BEIQ7ADMCyHhrBOB3AY06GZoHy3+XiFAM97eeEv0nWDtb+gGstPWDCE6ZQGttgmjuVByHI4pp1vFzUSusWpZrFgFJu09PGDGr2LS4nZw1N4+2EvuRjSLS5rjWOJ5sqR9tXCK5x6QbIXOBiX3Q8C8Q1L+1nkOkTYABr7IKdbiZ8Bbl2uHuUH//DsuYumTxLOSyJF1wE4InYcgaoN7qcggCWNcgNoMIBkm2q6Zpl6ssDOW1BinMAjwOrcxLcumrPOIlZM3kWkYs9A8umlCRFelR+Rn/6RbxjjLLYnYy2LTeXNfqWSAoGpWwW2m8qDYAnuScmjbv/EpXPLQvXjYu5NrB9zHkxo8e1I85Q1QYCyeY6AqLRj3Qc25IZ5NiYPiuXd9cLcYPCucoDPGEeNoYZMywtLgIHIIsyeZYS5NFHH8XZs2f999e//vV4+umn8c53vhOnT5/GHXfcgQcffDAKxvwrv/Ir4Jzjda97HcbjMe699178xm/8xqG1eeE1RVtmri6hQM+iTKBZwJ5Zjndd1wjs7CRdz2ZYKlotCPTMD/BMjcPZYIgDcay7fP3dks4/eYDHtO8yNAopp+0ZzYNs6W90vGZvz7zr7XkZS0eFxbOU6bIEefZJ2iLipzF2DKiTW2iZ5ITGOhEAImQyLzWp9N1MF1N+83cXB4YKB4dE2AzQVN+Xg3xGAEgrQN7Sz0xsoEb5c/od5+psA3emlT8tvsMs4oCeyMLdstlL60zdLvzv0YK8m0abBa+iG9XuFtA59jNmvdgP0QuDPMsJayn7JK1gd/u77C9Ffm5wx5rldTN52sTp9gazBAAs48iVmWPvNMpzbkj+u9vkN9kyjRhuts+uP85Ftx3o6Y7rlo8xI6deR6URuLlj3lM6dm3zc2barimx66JzPVieG4M8mKUTFmsbq7MrCUEqNGgzBSbTMruFw7CTl+5aR0lycXhyv731rW/1zJ6cDAYDvPe978V73/vefWzdEZaZwZ303c0z3FLpYtx0rVNmAwDa3lc+hRV1OeweiVkCJacyO8DTXN/OVgF1K20CPJHMC+jNC/Bky7+cMQ91LLK2XTTm1ZUSzbTP+jnXddeJ9l+CPPspScT5II6q74D2sGH2qdQZADAwjcDm8Qvu7oV222I8tzBz4tKN5xbAwaXJsG5o8LVpbJa0TflzmsGCqeU4tb5qG9siZczQhW2atSUtv0tcnIcQmNgxnlwq29r+v8r2Na0nR2nvBIlsPR5cQ2y5TvtAM4eFOvOuCGlbOjcXMCwerR3tXnmFz8CyG9iYpaSSydNacg+Jsr8obXMpS9k/Sd9ZoscI0y1lyDgODXTtdWxbsP1QngxpzGcEeSLmY+ur6OKBwafLbouD4xihTUBHdroFmRTjaYwYEpOMNc839cgM2CDJnCUj3Wli3E0DVNozclFGSzQnEbYLZeRwVqLh5pv0z7gh88jg44IsK1UD/v4nbrE6mX9J4P6cpLo/xyil32FHIvTXxOEJKdPp2OTit3HfLgCWjRxbiA9K/5u4R/NvTK6Xhf5SMrIIm2cmyekb+pt7f5uBbXOAzszgzjx9ifpuAGW/uV+YzeOKbt+vxLp5VtZ9F7gzjzh9nQA8U4MeT5E5AOzu+9Wxx1sQdDkooOcwmPmzytK42y1LkGcfJKXtN38D2oAegII9xuqltQLTEiAb62mW4CjWA3hSfpv7URxcOT0GWBBoykKyDcyI/PahGr8BwYIsUNhFqw3mCR4t1H3ATuJuYL53U++7wA3K3GHgPkuM65PywbEBGienjfLuNyJ0ImvZ5KQUfd/ehPEUW8jjtviYDeDxpoi4fqX15drRbKO1uFtgBkwguKCEDZ4R6a8JY0EXKodH2TeBV5eI/lIOXygIat61TPY5B5prQDMV6WkOF5cnuPFE5be8v4aNyRs6Ogd6UwA5BRGiMnVt9bLy7QTgAyxTFzGtJSSrIFrYnk5nmj7yxjyVax8FTdokb5wgWR8da1arCAzxgBA5l7aZMl5SEN31O9Xt7nqBwpcNMncoKOO+loLytq/xfUljMwVRSdarONZOyCjZmK8zc0E0Pknf3TkO4Mm7k9F2UldiSfY8hwe4a6YW3LAvdf+1Lp0b1kUZZpcFDmVYPgngM9emfq4sTOSdjPouAca8Qde5XJo5LQPkpmVFknoXxEdnG/IU2LlcXZICPNPAnbZxTNoxpTPTA37PaJy5AuyaaUG7jwrQo9AdAqTruutBliDPAUgcmyEWZ6HN6xdhACBo+/Lo5OHNZ3tqAzIcYBI2EtwvBj0zpiW4Mi1XtzCJcgBBLgBmGtsgKkPboJ1JHYyRjYt1GVPO+uxiW9iAntNkGsDjsqDk6pRkslFQUKpq9gE2SxYZa2iVdTmIQJspABW1mLvApLQtubIbm4ApgE8WFNNmAtTQdkwYaNrcIJng26T/YRI4HMr+UpZypcQswmKAJ+diFfS/Ax8C6GGAHsAYBJqb/WlsnWjTb3VjjsVBwZTc5t+1lTlAu9HOwKrR4CYV+hRWSU4cOM00bzBU2oAe335yThu7NL5Otp7rMmDReUrpJtuUk/k3BXjS9O/OgOKNA5bVpO28oKI9HQFPEiaNP07uCwVoDKAUAmWnbaZ9d9fT47k5PAV4oufCMzzzcYOCIev6WEAv5eqQfd8k7ysLKLjKApiOiszg3pP2tcGubvwO40XAprF6Znmv0zXlDM2Pzs8AO236ZCbGUQbgQdJ3sCzA0wQy2o2WU4NbTwHj2u9Z/P1KgD1dQI8750rJoglXFkvScvXJ5Tv+LYUIGc6s8ml/qAId3igb8/LYDfcUIIMCP9SPfprkWCkUSMh9utqeAx4iSyEyZSIJMpwrHyLaXHSey3jj03lupNBbMnMlVoVcH8zvMeihyL+03kYdU8aZuqi5uqikm4w21tesbh2mDAPuTJfMc0Gf50MS5dX9fJ+lNXcpi0hjYUMBEzR1EGWuZNmALGa6uHPnlTamSUN/TVnkpDouC7hYYMQBDgbc6GYQzqKbqVCGJBCAk3Rx591uc4aQBJjoGtcciN/mOpsTY6wJbCGacSztk6/TgiehjMwc0QJmBYAqAXAybm1Rn1p1e37+1Mlz5M8B+cwxv+ynLKr7l5r/+pHDTjFNhXX8C8LJh17M4k/L+fky4/r9dbacRkYmnQFBvOEvZbGoGT+1LdMCxLq2H7rmrf3HuS276w2rMv7XlDZ93jQ6m+/dAA8dr/x9Soqb69mKQaSue5aT9jFYTGYpa9o5VzKGj2Jq4c888vM///NgjEWfF77whQfUq/2TJZNnv4QqTZZR1ACCkqO6mgIL3FootUXUW6pCc+FFfw8L0hgcSRkcGtKyY6qsRc+02FoqyTvedDWLWTvh75i9k1LpU3FWYyrOyurTqkNE7JR5rcc5oRR8V1+2bR2/+U2QNv3OpTduWwC7iS61CrtyXVBmH78h3dy4ttvAzS6DTGAVIRrXaHHPXBuoldab0f3zHNqeuoHQcUkXJ2i3wByAKDta88pyob+UyxJDv7R/0uDA9L1xuj9YKZWqwXi8meYoAA4fm8WV6crPBb91zBYPIiHWxzEQoxp6ONZL6ea/yXqh57s4ZaZtgsw1AhzlVCDJ6NvQVlJYO+huxyPnSpy7JtbTGfYhPbcFMGn7W5C5lUH4sVOgGxQVxSdycyYHR00YPqEPeQZYg3UJ5VPbKxbakpZB5xYady6Oh+TK5j5le2O94DZjpKzGnKYBDYHcpuug47FdTcFCl3JlZN/ZEDNk25pWV54NMa8xjv6QudbpHiTsalgGT0MCoyeqI2uAnOG91jIzDrMwYtJz5gGRY4AnbWezPd2GyS73pKmuSwcQ++my2GkHwKo/Ku5bBykvetGL8Cd/8if+e1EcfQjl6LfwKpam5ROgQI85Jz7f7BcUXPpR5wZAz4nK1fGiPmX0NH4nLkk0g5ZXhDq/CFaI3Y9owOMcQERjGuTo4KEtcUDLcK0BvPwGYE63rHTDM6tFnIIEFEyhrJ82/88IpPL3t5lCMg0WPYurQUzvb2ZqcWVErgA5V60U8EueHz+JM2aBtSZgmaXTZjYFhxmPBwjW+kWuXMpSLk+Mzk6XXE23mGDBZMy4BXEU0XkO6Mlt7OPgvyHmC4eEm85pli6XrU+RgM4RXb9Bpee2nKaLkNFv6TsOKFTQkBbUCfqcszKaH9p0uGO+pOWiMTc2mTiMKa9T6dwXxbnJuK2l5S4iVJcb16bmPGbGXVrQLn4epHUJo/WHQNdFdMwD8Nq5agGa2UDNHOAoPTCWAjyR/s9kGYvmOMaDmxaCG532FngK8BSJzncubvQ+qwPZUOT7sIzJc71J1ya3a8M5y2Z0cSDIrX3mkwarZo7zzQ8ddfr1XuJGDwSDcuM9DcDvbJv3KevYGUoIJ7f5eCVjG81Jc+jxEBx1nlYRsWtbEntjv12XZmXYHBa4fVSzbh1mTJ6iKHDq1Km5r7uSsnTXOhBxG14RfVi0YU4tu0YY44Y5geAq00Xtp3Rpf4wutKdQzZ27lP8kgJEDdtpcpaLYNr697QCPP5cVJhYOL6MMMdTFgLoAtJVFy3R956y0LCaBWWjkaV0hfkLTJcq0vfRltrowZBQI3RTk2u7q8GVRtwR7f5SOYwJFwaPdIj3TXzoOM7myEYCnCd40GTzp834laPuLUjZ13pTVKlcrbXMp+y+B0u5o7gqpe61798zm2eg6w+4w9HSVbJ55Eg/FFB/rZfNpyfYERNepBjVekd8DdT6+Nh8Tpo3lmOo9Dg7BChS8b/Q8KyLdlwew2t2LqLhAxqmbkh9rovdpXVLX/rppLmW5Y826BDgrIHgfgpl5TLACHNwDPEpXHuBJxwzIAdPcAzzhXPKcEKCOMrNyxhkfBBqBYZbq/vS++2ePzENK1yb7l63PATycNzO7hb4crjPUUvdffzILQ+ZyNqXd7kHpyfv7rHe5d2X7Net6y6+TE/ctWBeuLOiRrvdyxwhQZD/pfEOPtX3CPJKMezK+8bGOzXrXsbkCVttLkLkmGbPs/bns50NlPrbojme0mxV1bYi6jH8AsL29HX3G43FrXV/4whdw66234mu/9mvxz//5P8djjz12WN1cWJZMnv0SQtmnEi8SHfBLaIQkCHM41wI9JPijY4n4jbpXMOS4rzPOBBIzXPKWvJTSTmUaUGSCfMb09lZgyoFGvGyUmzKMJGI6flfwTNOOGNwCEGXIyjKOkGcz0Xq8qxjjNi2sgvKWZZdJpV2B5kCXMG6hbbzxHNh7kbJtWspx/XNlaZtWnfabgmHue1jQS/vcOetIC8DjLe30HNF57w9DcvGPZpFFpt+rkba5lP0Xar1j2ulObrNSxQwJ46Jjgit7PaJrYxPU3DN6jKuTEYUAwFCmoGPsUXCFzhH+fFCgJ2zUo/K8QTPWxxFzBsblyLlgZcFtZtKbO30nULpBgnbsGg0PoodYQdKzRqaBwwHYsUYJJkxWK1u3y8zo9L7Tr1LXEWg0rZ5c/xRDpKPdvRKs8H1NXWkpOEZjC7l+UACoyYxRzftrx9MorRpaczDOs1kFPZhHnkM/LyZ6MmLw2DnU3ydlnx1fjgF4OGUbkXWM2dC5ueJwgJ5F3bWWuv/al/1wI5kaVHfKtdlzUx206LppXoNawuoBXP+mMWK6wJQOEKbjt85m0jGbGq2ZrkkxZSwXN0C29oH5jdgMpUxnes0GzgSmFb3mIN2mjmJq9csNvPysZz0r+v1d73oXfv7nf75x/l133YX3v//9eMELXoCvfvWrePe7341v//Zvx1/8xV9gY2NjobYfhixnp0MQuoClLlsAPNATBeNym/IZlDelprtrc3+bc+M4MU3Ao2k5zbp8EfZICh7MMlHRFOlpmUC8mYkAe7o5Ie2dNS5Pep0v28f3aXfxolm3AJLtC85KOp32T8fNX2cBJFdGtt1z9HO2dtiMZm0Br1sBHjTubwrwhDZMd6/bb3Hxi+a/bv5J6WqkbS5lfyWXDcP8omId5s4nACt9T4MrVPN8prkFSYJ+ahONAJY0dHvCtKF151h/9o/2umbUdf5vBp9Fq62c7HwygxgAZfa2RvHKMsdpe9JyHNDjjnFwoteF2Tgx3kAPckxYb0xI7kE6p2f7Q8C5xpgimefayiHPScN4ROsii+i285rnuyCuQQ5yA7B4TJ6l7r8aZd57fRDPXjNeDXUwKXZpAACYIElEQVT/mb6Rbwjj8wM9l8OYJvXlwR5gUfbH1PuzDzFqsvGVOsZv1megDcjIX2vdtmYpK+MeNvczSXVqyxjOF5j66hcFCTZDOI/cdQDw+OOPY3Nz0//e7/ez53/v936v//slL3kJ7rrrLjz72c/Gf/kv/wVvfvOb567/sGQJ8hyg0MVQvHCmYA9AGT0xY4a3LsKjwL4ZUKKZbakZCNhJlztUjgXU3NDnWTWpZZamdA+uZiK74KYBPVNpbAws2yUsfEXrZj+Kz0AWrm2Sts9vopgEVB2lAKZMGtM2kdzPFhDOtjmXxStpjG9Trp2UFeTbmliv6bNjNiWpK0EbY0vFE6h9PnPpoq9UasLLiclT1zW2t7ejX/v9fqvCd7TNwWCAu+++G/fffz9uv/32BepeytUofuHmAu5ru7jS0qgiJiPwhup/jgKaGWBCqonRHZpD6aATOS/NtdwEYaZuOd4tU8OzeRQUmFZQqBrsR42wUTc6xemEmDmZxodzOtUzQmz8F8oS7Rwjx6q0rMzQJtVg1pih4Q1gKWXQxH0CoJu6yjOEIkaNjPR9rtyo70Cs00hbjc6PQTnKIKV9zQJFUFCq8u5X7rzIrdizNxMWD8muqCHAkyWcnwtBx1lF96zhJgfihkwMEI4B5tz9nLshd65aBFB05wLSjtXhzgGLx+TBUvcv5bKkfSMfgJ4scNBYT2ExoOdyhOqnBrMHmM7uceV0vXuXAUTNIPOwrHKGmVnLnEmSGD3UlYqFTR5SFk67uHku0x7vAjKtrGkGmXnAom42z5UIvGxGeHHj7ubmZgTyzCrHjh3D13/91+Pv/u7v5r72MOVg377rTpwfepPtEEANDuYWUyxMALFib8Y2aQA9LL/ITgEQE4gxDQjZTu1O4w4ABkBwC0Dnr98GjASGThwAkroH+XMIQBCDBNJvKmo1aXxcbIVAJQ/BNRsxhuziPjpHh/gMUjfrUKpuxFHIpYmNwJzE/Snqe+Y+peXRe5UutNvuS7PM5r2mbfD3JXl2QrnuWInwDILQ711hjulThueh5XkklXS2/UrLRz7yEWxtbUWf+++/P3uuo20++OCD+M3f/E188YtfxLd/+7fj0qVLh9zqpRwN4QABdKElaKydwE4RPj4Njc8DJHFPLKAgfNyyECMlFzPNbdylJrowY9nSurKfGDBIheo3qu+iDX3iimb6Vc7ENnLBoBsp0O34xPF0QhpymcQOCv2iOjLofXesFfBPynVuY0EvE7AMzr0ujF+uLWmsHz8uib6lY0nHuRs4C31yYF3D1dref6WrLMCTzi2hnSGekBt36uJnri0geA+C93zcOz82fvxr+/w79wkWPpifgXEY8uCDDy51/3Ugh/bsRWsd8m6SDX/zGhU+c9W14HU5iYyZ09OGtwtPPqG8ef61i8p8YpkVbMjXkyv/8sc3it/nn5Gu8vP96k4jv3/t7roP13oWrVlkZ2cHjz76KG655ZYr3ZROWTJ5DkgcbTks2tzCGdZCanz4NWobn0GDQVmgVzSu8+WSl9bFHvCU/jkUfdu5bpHKEwspTb1qrg+uAV0Sgx05BkpSh4ulQCye2SDG4NBunLQycRmgkEvbS8EdGtPBHMsoUrsoZ1o1wKpQv7D1ccgMIyi+h/k++/FI3MbSjRTQHvg6X77wrKbGMbvgz218HHvMSXhGnGVc2zYHoDJ+TjueBWLhOChZlLapofHKV74Sf/AHfxD9fq3RNpeyz8JMcPywEBKG4ae11S8VtC5CvB3EACvTllGCid2cG2CIbsqFnaJdqmwAgR3kXIY0IK1ek6jBtQWOOhaOEWs0w8qJvjuWJOB1J2WIRoxVv/GXkBpe16TAho93lgPArSspZetkWT+0PstiokJZm8zGJ/PHtIz/n+hwynZM3ap8OnpmACsGCa1jvenqM0xTlbCigkEiAtS65gsyL6ZWYAfyKSgTi43Mc2FMQ/kOZHO/G2YOYfGo2oKOk/A8WoDHBFsWESPIgTsGQJTB0hvN9wfLTjC6f5GYPBqvetWr8Hu/93vR70vdv5R5pMFu6HDd2vc07r7gOd6xKSzMvExZ42XXyQsGiM6yirqkyWaZPxtU0reGexU93tGPjrVuntXTUv8U8f1bJEvYXDGEptR/hUUxBZaJSTf1ujnH+1/9q3+FV7/61Xj2s5+NJ598Eu9617sghMAb3vCGues+TDlyTJ6//uu/xmte8xpsbW1hbW0NL3/5y6dGsP7Qhz6EF77whRgMBnjxi1+M//E//kd0XGuNd77znbjllluwsrKCe+65B1/4whcOoPW88dA3QYSU0VPAZ9OKFnBmcTcbc6aZurVN2qy8qaSLRCAGaXKATSqznJMtmzBI3GZAqRqSsGxC5hLz8cwcNTa/249UY3Oty6yi3LFQnlQT/3e6MJ61P13HwsYmn55+nnGKyrX3sut+pnEXnNAgoKYNwYJN2TnBtc0p9MDgMYE3Y2DoSoqjbc77ATSKovC0TfdpW+incrXQNo+6XI2632xmLSuTFYYFxwSMe2Pt2RBGt5j3lIObwPNu48x6YIxHbB7KlBEk2xYFCdzxwM6QkS50+jOIAWiNhOtzQss3/SRsHgLQBDcf4fWYDyqsK9R6jFqPIa0+proodl1tMgxdO7zLEGH++OyJ9hpap/+oOhpH2sbAzMkzrnJtod9pfVLXpo+oIjdjV59j8jAEN+JonunUn5ljlHlJjtN77+Y5rWVkIKAgm+sTzXBpzpGgGd8MCNSzLJ4+hA+47IwnbgwrwAGATCRWeT7/RmQOWUTvL3X/Ug5UGoye1Pg4Y+auRatP/sUHFWZhATU38TFDJ/4tvi4OnBw8F/JlJccSVtFs0mzDNMmOP2XaRKwbKrMxZaYyYVrLn628OLvnAkKZli36uWsc6fhdKXaPglz4M4985StfwRve8Aa84AUvwD/7Z/8MJ06cwMc//nHcdNNNB9Sz/ZGjsTuz8uijj+IVr3gFXvjCF+IjH/kI/vzP/xw/93M/h8Fg0HrNxz72MbzhDW/Am9/8ZnzmM5/Ba1/7Wrz2ta/FX/zFX/hzfvmXfxm/9mu/hve97334xCc+gbW1Ndx7770YjUb71/gZFjBh4UgXkHTh3Tw/vm66uIVZDqWkYMAsQE9O2hglOfbJLNLGBGq4FHk2ScYiDMv4IfT7NF2u3xxlrp21n9Si68avq79dzKo0Cxi1gE9rSw7YaXxvce9qy65i2tDynDmrCnE77JJ5GGX7KQun0b3Meq8W2uZRlqta9wMIOpyTd1kDmRhg5qzgOuncscx7lWdgUMZKLjC8Kz91V222ryntDD563P7dYWxw/4A4rWnEyqHlZtyiov5Eblg5o0Pclpzu7zo/V7Ybv/i6kJK94cZl5xVXN83wR8ekbdxaAxgjeQamrBFCe4yr1jSGLQXb0vhKdK41dTiQMTEmgY4djcPDY/DzEGSp+68vWXRDeZDMg6mAAYAusCe9PgVp5v2Xa18rsNQB9rSPWd7AN52902YYnFVXpODQYobGbAYre68aYzUviJK4qE4N5Dyt/FkA8mkp6uds96xy0GDldFkU4J9vn/LBD34QTz75JMbjMb7yla/ggx/8IL7u677uYLq0j3Kk3LX+7b/9t/hH/+gf4Zd/+Zf9b9MG8Vd/9Vfxqle9Cm9/+9sBAP/u3/07/PEf/zF+/dd/He973/ugtcYDDzyAn/3Zn8X3fd/3AQB+93d/FydPnsSHP/xh/OAP/uC+tT+8yN0bYWORNRYykxFIQqMAdG0ULTNpeNvK8ewMCgLp5iItJ9FCOQ20CZs1ilzvqedEqLtPjqESaNx5IMkFCQUJSJoLEMw1h2YlFKpGZhZHgfcUetiUxW0uz9TVAc0xCsEni7CxQtPlSqPZz1xfjUuDMMATCfBpAiybrFqxhVVGbcxtUHKbFHo8tJEE54ws/nnGl7k2CeCpJ4hcAzw4aWNmWGsuZfuk4+OuM+6IHGAqBKg9AFnUXav1oWmRq5W2eZTl6tT9FNjhgI+HRd4/NYHigFTmfeGsNPoAhqEDjuC2pSaeueJdsmDYIIIZ9yBp30upawgE9oVxWw3MlxwLhTOTvl3r8dSeNZg8tvz8KKSxXuJYMdRd1pXVxSCK46jFTMSQZj4GlFIXXOp2FZ1r5zzPmCKB52n5lKlEx4H22bmIuWDHUYw57+5lr0vGzo0nLT+do8LvppfhR6OLA5PSzRl1dH3afm+IsYwq53plQEYR3Selaq/nKYOHlhNYVmNoNbFtE2BJAGfYQNUHuQ24HHeteWSp+689mc8tqLuMVvFBcqkLl5OmK9flS7dbFa1nlvfmSqTGPkjJAjxTL1rQLSoJxJy2oyv7VrbIRe/FIu2/CkRpt19e5LprX44Mk0cphf/+3/87vv7rvx733nsvbr75Ztx111348Ic/3Hndww8/jHvuuSf67d5778XDDz8MAPjiF7+I06dPR+dsbW3hrrvu8ufkZDweY3t7O/rkxFisLB0Z8GwHKm6z3NyUOyttCUPzby7Mvc+8Ax+m3LI4CGJgnNAF3DTraMr20D7Ao4wslbR/3pKpqmBJTpgyKZCRUsfNeDr3ALP4dMFHjVtD7LpGLdpuYdr2yfYVwT2J8wKC9yPqeg7goaBWurnw5zQs6ioaSzcWbWNJJZfFxvW1ja3jxwTtx1Nxzxhv6XsUaDl7Tpul/fCsuYtS9uedMK9W2uZRlatS97vFEmFkBpC4tO+IMDYuNYHS1iWUuixZVyzB+zbeSQ8AAToI0ODcatxxpSuvf6i49566IEXB3RPWjpEmk4Pq1lB/kbCOYnF6zrnSSjVGpYao5MgEtLdlClag4D0UvJcE+40BnjgYdQyANNiN9jrqgquSDF50bvP9zMyH7jpaF21zYe+TgkKtJr5/lRpad+Fm5rAw0gmDiyVusWQ+bDcUxTHRGBk/6tpmyiAMMO3maAMGMXA/v7q63P0z8QSbAI87R2tpx3oCrSbQkBbkKsN6JmMkOSi5HHeteWSp+69uSed6CnDMAxLOHiQ4bUCOVTErq0DN8ZmlHNskdDB8iMwKBh2EzFpu2z1pZzmRsTqomJEsfsYWHqP9KmfOuo66LL7uvzIeB4ctR4bJ89RTT2FnZwf//t//e/ziL/4ifumXfgkPPvggfuAHfgB/+qd/iu/8zu/MXnf69GmcPHky+u3kyZM4ffq0P+5+azsnJ/fffz/e/e53z9eJaAHdTA3uQN3YugZrYa2hSQBlv4eAWQy6Mtz/NSRUsmildZnNROEKCb9HSk0Rd6F44e6YJxHzxQbzpYExY/Come3DsWxcX9zi17FbTKDS0EYP4ti6OLF0Sy2iOnIMkjZQI40twQkTxS1yPbhDs5qBR2WnYFlaf2PMADAkAaEbaYLDWPrxz9yXlOnjNmA+DXByn1MALa7THAuWZ7rRcn2z7WEB4GkEAm8BMMN86caAQYOjLaPPfojSEmwhdH6+yf2DH/zgAnUspU2udt1PwXjjqgJocCgIAGMD6Kox4Bg9HD6uCeeFYTlwEwPEvUdK11AwoI4Bokv/vjvww8wNef0fAURelxTgADSrsutZCjZQNotrw7S4Y27z7+LUSDVOAK1+pG8BoyMVKoDMHzRl/KypZt11lJnjUtUbNkkzdXgQp1cBhZoYGhQEM/clxNWx8wEHoGrU1jVKK8soZQqCKTBh2K5tKdo5HGAnk/klZjzlJICJRTSOXWwpB/BINYZjOgUWT073c59Jq+C9aH5QqvIAj1RDO29xMN4DoxnWvBHbrR0OWPcvtOlZ6v6lzCeLMsYagZmBZDO9z5vONtCiwSbKM4ly/dwfRk9ab6bfqfGipc5Z48V0twONsdp3ACUJxtw6jnOybWbNfjUvW2gp145cMSbPBz7wAayvr/vP5z//eQDA933f9+Enf/Incccdd+BnfuZn8E/+yT/B+973vkNv3zve8Q5cvHjRfx5//PHO80NQWkPb95tnxAstZBZjjnptrF/xht4tirlnUcSLuiyrxm4CJLHmRgCBDVYcMUySTXqTxZKkKG/USxboLWyh9JoARBDghABC3LN4+uDcWFJNwNLSs29S8CZ7b6KNSvgYC3rfW2dpult379oAnjBuySK99SOjsY6YPmiOVWx5j+8vZUwpFSz6sbW2ioJn0jF3mzFXjxtn2vd4/Iro2aOUfQrwNOJItDIHDkYOi8mzlMuTa033A07/UMaL2SAz1regeAWlhnZjPInSgXNWGlaL1XOpSwyAiPkBwAeOr9W4MQc4ia4HfRdFcrx5fRNwEIF5lLBvpGcVmYC9Xv+oXFDjWN+kc5oPqq9q5DYhlE3i/t8G3gS9LKPzXTnxmJijLkh2vt0lhE8VHwI4u/MdU0u6pAB2XBSxGjo2kRtHmr1xGvMyHAuBoZvriyY45GMVeZZRYFQxxPGFXOBow2ztoeB9398AFNlnWA2hdeUZPJz1CfiUY3wd3DywuO5fyvUibXFq5pHL2fxnmSTzxEuZJ8ZK1/EZ4gSl7b2sNZJWDdCmq95ZsoRNY7K0tzfDdponXs3lSHL9QbBx9i0+zgFnwt1PoQlo5v1cD3LFmDyvec1rcNddd/nvN910E4qiwDd+4zdG533DN3wD/s//+T+t5Zw6dQpnzpyJfjtz5gxOnTrlj7vfaHC8M2fO4I477mgtt9/vz5xhoRHVvcOtKrB0Ykupu879npYXCgBhbMjm8aguw/YRDfcrFcqy3wMQIvzDTy27UbkJqNF23NWRWoVpu/31Nv6Ebw8CMGO+m7TgAgWkjT0Qj4UKDKCMsGSj4GPwOOAnSQWc9pP+f1qw5RTMaks1nwJItH30/7TsNJBp7jlra0PbcZrunel00xBAyxSAzAE8zfGzmYaitlxb/t1LmU+udd3v/q819/8HJGABeCgOxSurf8J1ghWQrIDUJr5J5GpE9KE5pgxLhQIxblPd8WpR4DViIs6wsM65jgL2Pdduo02MAa5tNvYaDTLv/pY0GUAELDXnwFTX5dxlo/mUzLFaKx+PJy232fduFiQHh8q4SnlwLhqDZrB+yoox1+SzLkbtSQD0aYBJQ987t2HnqsVjI0JuvqDzQlSWBcNg3brgXbRCrDY3UnRclrKUKyVd640rsRZxdUYMi7kLucx2t8YJatlPzDBOjX5FB2fXAdPqShlH3ecn9R51AKONbdPR7rme4WlsnqM+PomoNrBwpuuufbliTJ6NjQ0873nP85+trS28/OUv91ZdJ3/7t3+LZz/72a3l3H333XjooYei3/74j/8Yd999NwDguc99Lk6dOhWds729jU984hP+nP0V0WCMOHELX5dW1y0m3aKNESsrzcpCYwLQuAyBDRJb8DybJ8vkIWwUFzshYXwwaimkbjw0U0wO3CGLdMrMabW0etBCNcr3bbGWTmf9jdyqSHBL6jKR+1BLuKeqZwCeZnBi0y4XS4P2P4rF0zjWZWFOYhO1ADwMAjSdvBur6L663xBYPIbhE+JZUAmpdQOLwFmVBVmgU8tzc1NhLd7kA5CNaMNNhOMw4vL4TebcaP7VNald7XIt6n76zDud49KjC74CF59HqSGkGll3l/g99HHBbED+8Dw7EEd4fWgYJzTOT8zMy23gU6DILIxinZtjDzb6yEIcGcdYkXpsmCIqxLOhwexDTLmgd52krMc0KGljLgJlowYmZKr/Y9arjK7x/YFzh24DM9JMWykr1Lg8Ofdfd51jzkhtPk7nR3MVb7expWwuOi7N+9hyj2AAJBMfyTwr2unqDBPIrQNc2xy71fXZ90mOvJuWiZ234mNKpWM/LYbgfsniltyl7r9aZdaN7VE2KM3Ttv1g1WSvXzhG0PR65mnvov2bztpxJ87BmspWtE+g2qznzsjcWjgIc1ud+1H+IYp5YpYM/jY5MjF5AODtb387Xv/61+M7vuM78F3f9V148MEH8Ud/9Ef4yEc+4s/5F//iX+C2227D/fffDwD4l//yX+I7v/M78R/+w3/AP/7H/xgf/OAH8alPfQr/8T/+RwAAYww/8RM/gV/8xV/E85//fDz3uc/Fz/3cz+HWW2/Fa1/72gPukdvkpqwXCQ0Bk8nDAascgImZoPzCO1l8uw0/s1k97IKSLqPM4tBlDuGmCN60WEZ/2/g+IeNVe+yF9NrA0hFgUI0sWI1rLUunLfuU8eOX4Kx0F3QK9f+fJSj11HNIhpbIKkuAFHpero62dnpLNgFuQr2ppRbRsQDMVdG5pk7TFmk3JS7oqLv5nkmkQ79cm4Rze4PwVP3YTSNxqdA0K40bg/C8BEBIRRuNwxAT32P+xcn1ouyPsly9ut+x3WDrJBtsZpl/VicqNYbWY0ArSGncWQreD0wXVkKwGpr3UKsRHPOC8Rh095tul9EIMK5hoAzFIopP0xQBwBgbFAQEAXJzgZVDvwRhrARgGSCMEcTxgCKmIAuxapwbE73OSB4sdkJZNtTAkWNiUvaKOy8VB/SkwDwFbISbCzLMLY4SjMfznlIVNBNQKhhqKFvWjaHJVGnbReL1hbIcqF816k37SQ0dMSDmXMlMZrbCPytBbzugUGvVcKdzYKNU49hNi5VgrA/Oeh7oouCUmwcOQxTUQq4PS92/lCstXeyXtuezkzEzY53zxQi6PLB2/vesS29Ma8t05s682cVay5rVhesA2DHzAoSNfl5ljJ02MWuHBXT/dZJd60iBPN///d+P973vfbj//vvx4z/+43jBC16A//pf/yte8YpX+HMee+yxKNjkt33bt+H3fu/38LM/+7P4N//m3+D5z38+PvzhD+Obvumb/Dk//dM/jd3dXbzlLW/BhQsX8IpXvAIPPvggBoPBAfaGsmCMLjAbXrdJN9tRs7g32Toc0APC8gkbcuEXlIJZy6RdXCs0U+b6xS03LjjUDcef4zb+zFhG/bi2vC+Beh+DQN4iihKaqRk2GK688JIpBkArcOvioFB5Fy1XtwNcQqyhptsSZffEC3YZu01pmMDVmeDPOdZSWyatLqGWfbfRabOSZ8eHUP1N1pMA7FG2GB3LwOAKVlnaXrfhoelzXVDX+BxJNk2EzaXjTUdq2XbPfSPtbwQqHszk4hD6pVx9ctXpfq0Rr5FVtN4zoLcwbjE6vCNSAbBpp6XikHoFHAUAu7HmFTgUmAqp0jkKDy5wkE28hnf/4oTdaLbWtXdXcno7tI24dGkFMDOXCBtHhTJMupibgI33osbROU7fuSxUtF6nW6VlKHkmKYK7bYMFiIQpmQN4iP73ul8HnUCBbfp/J5wV1sAQ6xDK5KTizhH2Oic0HhoIa0azEgJxJis3fnR83LE4+LSEZ/EQFpUDEdNx4Cxe1oX5oCKgfXCNdmsFl5VLMBejrgiGGOVi8YwAXdu5Y8Uy1XpxAOdWY8rB6WZtV1NLub6kDew4uDVGZrM8wzX7eV7umlna1Jm+2//Y5sqzH+/ufumEGa+ZkZWyyD3tquOg5bCA6asFAF+6a3UL0/oagfMOWLa3t7G1tQVjAU3SLjIXdLlEmmbaiVmkuoVbWDCa83vR4k2pCZQeg7ESgg/QKzZQioHP9CH12KRsrXejDb+rx1ntAFi3gUFjERbaRGjuvMzGXaBgAbXm+jJg3YMsjd4BBRSA6XQDIG5SBsiKF/iuHgq0pCBSm7uVuTYOjpxe09VvII790AYiUPcpJ27jJXjfbM54CHRJQSjKFkr7DQQaPXUZy1muHcAj5cg/Fy4ArG+jbV/BByjFCgTvg4HbwKFjjOtL1p1kCED4ZweA3QhMPFBp2hlSRyN5DgFlXQQqQNdm0tCyZfLQACQuXryIzc3N7Bi3ye7uLtbX13Hr5nd6d8Z55NzuX+Cdv/Av8TM/8zNzX7uUa19yut/pfZcunbM+XMppB5zGOnns300HknLeR788hp5YQynWARhGRS2HGNeXoHSNQgwgeB8lXzHgt65Qqwkm9SVfFmcFCrFq6y69rgppxFWsr+08pNTYABGMg7E+BB/4jEoh9bZzbRKR+47TR7WaoJbDSNcXYsXPV64c59bVbItCbTM+pfrP6TalA3swZrjGbrrm/+H9d/PErNemgfZdW+gckWa65AloYtguY0zkbjT2BR+A89LfRzdvVnIUjbE7JtUYtRxB6QmUGlowrsiuL+I5PDx7Dmyq5Z5nfZn1xDoKm3TAP3NqgkruAgBKsYZSDFDwVd+nSg0xmpw3IA+kCbJsn5UINCJjLtXIBtEeW/0vAZ26Yyyu9wHgySefxG233Ybbtr4HbIHAqGd3Potf+b/+HX7kR35k7muXcvnStq4+6jIrKHCYG+VZMy3Nel044QrdF7o1nacNLVva/UgRv99yOSDdInJY9cwml6f7ne44tfUdDcPGLKJ0jdMX/9fC9V8tcqSYPFe/OKtbAe8q492ZLCNCAyDMiXAdjyyZ0CK2XhJrLI1r4DfuOgYH3MadWjKdpde/w648slhUDD5Qc0pd72KhMM+KEaEtejrbBQBpv90QwNDYHbBD20KBjobF0KWfT+n9CajlNySWNQRl2u3Tq1PghLpozYH8hngUpR8fOlad45FshKJyI7At75rg/k5jPvjfLaCXdYVINlv5tgo759Jg1e0gWZCDRc4XRfRxiAuxpVxj4tyWmGpdPgUQFNC8B6jwlFIdz8Ghk/dIqdow7SD9Y+rYPIo51qerpzvFeb5xri4aF8yxRk2AYR/7RitoJoOxIJkfXF9d1qaC9+EC+Xs3WNJfqltp0HzKyjFuvflsfowBLotTaEeeaRmXYWo3Oqvn68zOjYjnRiSuX6a/pb9HmkkoVsVsKeTnjtjgQMd8+hxhxiEpK3kATX9IDB4PbMUBlakBIRgPaHDstK0O2Ixj40V9O2Qr6dJdaymHKW3uPlfyeVq07qlAw1HgAVxGGxZhUh0U4DPN/e6gJZda/WrXgcaNehHdv3TXWsoMklL9HI06zeZkxMXgURaQaC4YGbh3vzKMCcOwYIxDOHYGKwAOCF1DS8OWMItNwwjivDCxACydn6kJwEEWZWSRToAenlm8U0ob192LT9PGAsoCJwp1BEL5fibgRComToHdCJBU4BSAaAM/pknK5IEGFKsjtpG2llD3z8W6ieojrKgUPKJWZZEwutI2+2sJoAWQGEVuPBjAUbrKoz7HblSBlu8W4gB8WmLXx2CVF3DBOWsXOBUKgIiCaKbjZlwMY8ZVyuIxYlwNDmMiycXMmO26q3uSW8qVFucSRXSUfUc9YMxLMG0214oVnlmRgr806L1WtY93495ZE+gWKLAS141QX5pFis4zVBgrkQZednX54PZ2PtNaWlckhSLzigXGi2GTlHwFJVuFQAmJCuCAlGMfvDe+pvTjlKZEd+5CLqOTiwXmmFNOR4X4QJMAVrj2MOs+zAEpQxkMJZgurGFF+PoAy9BJ2qRUhdqOJWeFTy9esD4Ky7JlXEBDgauJjZ0XB6V3gJey99bNKy42mqmwtstPEtuGOaZwTscasMvV4+YuSY+DQ4gBCj7wuh8wRpNKDQ1rSE3AeXAdz+l9x+wUSVDm0KbwNwXmDlrMgn2RjdlS9y/l8uRaWT8cBshxWHK59+RauafT5FroZ+pBMc9114MsQZ79EK0BpgDNPJtEE1ZByr7gorDxGSZ+Yw7Ab8g5L6BlDaXNIlE5P39e+UUlYwKFy2xig3Rq7dyDej4eg9LGTYBpG4OFUM6di1XqSkTdhyLAhwFMK0LNjgMTuz4KcB9zkQI0JtBvz/aRZAkjAIpwQR9d/B2MPUDhxsZZfY3LgR1DFVzgGkBOKN1T3an7Gt1wCd4D42FDZVzRbHnOkh61Pc52xRgH4wbgKYiblG8bFDiCy0McZ0hGVlZqVRUILCZ6DABqNTGsKbsJci6Axu3CuQCaOE+MFSjECgTrQ7ASUltKP3kWjTuhAPxzwX1aZ8MC6vlnjN5fOiYpKBf6f3CTSlcmt2lXLmUpc4vW0EzbgPXS69koKxMj7EALniiuwFVhWXU2q5Zlv3Ao0JhnJsitYeVxcBSiBEcBxp0bVNCNnlkCDgkSDDnZ7ANJDBoW2C0UpHLZvARTqLX0xgbXHwdKCw8MCJulz4AePQvyVHoEzRQm2PVt1lp5/URBB+eqJBNgyoAXhW194QGeQqyAg6NWY0g9QVXveJDbuZ8VvA+F0mf/CmXEMc2oy3DapkoNrcuZdcESFixnfZRs1YM8CgqKVZDcjJVScSyf1K3ZjF/fz780Dlu4p33CbqJuvvS+hr8FAXzg7hYvGi66we17z7phARw9wxIG9/efs8rcV3u/nPux75PX/S7OEp0TXCKDg9WxZkyu7o3pUpZyVORa2Pwv5fqQZUyeblmCPAcillGgawAuCC385rhfbELwPpSuMJG7GI6fNiwLITxjx23KXfwTv5jnAOwiWnNjXa2wZ2LwqAnKYtX4/QuOCS9QyxFqueeBJEF88WvsAaq2m4y+p9fXeoxa7QEACtbz1lemuY+d5kCkNP26gAFQBAprAbYxILQBGNyiuxDGEq105Re+ghUoxTp6bMWOolkgV+CGbcM4emItWqQOJ+eh5R4UBZn4irdsmpgGznIMcL6KUqyiX2yCswJSjzGpdy04Yhawg+IYCguC1HoEYNu00W7SfMwDXaGSQK1Hvo/ulXLnKV0F67R9DgRTUWwHF5MiZf4Ibu6zcwWo1BBSjf3m0MdUUDVq7TJeAaVYRyFWUHBz7yb1JSg9MSAbN0E1S77qASaaWcVZzDkPKZ0BoFYmPkSv2MSg3ELBV6G1xFheQi2HkHIUvQER4HKdIOZLuX4kMDiV1fXOlaiGgnEF5TBbXMes8BtkVvo4JwEUGYCBo7IBzwXvW8BjAql2UdUFWMFRijUIy8ADAMnHEaDqAGYooE5YFg6g9a5jiSusA2cd06YUlFkkoC0QrOyc4QEjbgBtF4PHMVt6egXcBs9XujKxhWz/XB2cl9HcoyExgWHcRIwfxlGIgXc1dcccGK+gADWygNMAbtHn9Bi3/SuL1YjF4gAyF0eOMY4eX0OPr3u9K3Vt9XjlwW0HlghWQrASfW3i12imoLmpW+oKitcetFKqsqzQoKs9QGaBPaVqw6i0awcXr8+NgzmX2/swabikcV6GZ4cAZY555OYUBQUla9RyiFpeAqBQFsfNGNug/A640twAmAWZowGgVnuG+alDvDqlavtbMHx4/X8U3D6WspSlLGUp14wss2t1yxLkOSAJLlk0QwbAxBpWixMYsE0UusSOOIfR5Byk2gWwZWnbHJJPAOmAotgVRurKLKR5H7UaWlo9t0FxB+gVm8bCKNYxqbexY5k+rpwB34TLbFJjAg6g4H302To4StRsjO162wNCTO35wKFQgBCFYX5Ya2QuHgPnJWo1iQAeBxoUYgUlN0BOrTi4MOykWo8x4JtYw3EIlBizPWhhAI214iYM5Xn0+ToGfAsCJSZ6DwwCo/oCSn4SE7kLzgr0irUGCNETa2ZTZUGcTXHK1KEvYYc9jQHfxEhtg4FjjZ/AAOsQKDHiO6jVGEL0/YLaAS+1NhusmhWQdJOnavAiBPNUsooCRStWgevSgzBhwW8s0wXrY1RfQMH6WOHHARjAq8bYs4VKvoIeXzdAIbb9syH4AKu9G9ETawCAidzFSJ3398cASWZzUqkQDJU+tyaFfc9T+91CXsldrK0+D1vFbSh1HyPsQOkaVb2LWu7azVgm8DHjgAsueoA+wAoaiyD6S6vVUi5fDCCvLLijtGO82KM21lnJV9Bn65iwoWdtCFaiz9ZR6j52mIJkNfrFBvrFBhjjGFcXINUulB4El1AbL8cAzhPzjnIJBmFAfnBM2K53SQVgWXwD9IsNaK0wkbseGGLgBshVtQ34W3tGiwOCFQH0DShdeABLsD5WxHE/GgUbYEWtQTGFMfY8iC/EJvoCqJQJLm3aZTKRCVaCoQ8hDDg+ri7CxTNywFe/2MCqOIFL1ZOo5NDMNYS5MuidwKA4hlF9ARNbPs0e2BNrWCtugkSFUX0BY30pMqKUxSpKsY4B34TPaOgZuQI9EQNAAKBs5sae7kGi8u5pPXBM1A40JOp6HEAQEpCZsmCd0UfaeTMNmu/GoOA91GqC0eQ8tGVYmvaZ56vkK5C6xrjejliqFJgzT6zy2bKK4jjW+jd5AEywwq4HjPtZzcYe4FnjJ1DDGIIUEoDHZQaFSzDhXHXdc3NQun8Zk2cpS1nKUq43MaH8l+v+NlmCPJcpNLuWoeaHjEMuW4dSe2BM4CUv/Tr0iuM4NngujuFmrKk17LEhHqvWsTd6HJ//6wuevn/Hy16ESb2Dj3/yozbuQOkp3YwJfP1LbkWBEp/+7OfMcWHiPNzxsm/CDf3noI911KzCUF3A//nEQ6jlHmo5RCkGeNkd32QAJn0Oo/o8/vJzX0LBBuizDZS6j4FexXPv2IAQA3zpc9vYwdMY45KxKmMCzku86MXPhlISn/nM50CDTLs4CC996QtRySE+9cgj0FDeh78n1nDHHd+EHjcgxGc/+5fosRXcor4OGy8b4hi7BcfUcTAwVKjxjHgKtR7hBV86gb969mkcZ7diTa2hZAXGusJ5cRZDdQFfz16Ez6lPYlOcwqrewECtQEFhj+9gDxfwfLwAfyYfxpq4CWs4ji21CQ6GPTbCM+w0/kHvhfhs9XeQeoxj+hRW9AAFBHbZEGdwI5748xH2cBETvYMXv/T5EKzERA/xmc98Dv3CsHGktaxKNcFL7/gGAMBnPv051N6dzgF2BV72sufjL/78UZv9ZOSz8gz4Jlb4cXz9N53CZnkLnvizIUbYRcXGmLAdVABe9g9eijV+AiUb4FOf/ay3/Arew93f8gqslScxYOtQkNiT5/CRh5/01lezcevjG15yOx759GfMop4bRaChPFDzbXd9BwDgL//8S8ZlUE3wzS+/G7eufTNukDdDQWFbnMe5yQCj6gZ86pFPQcptCLFmYkfABVKN4zocpCyK6C8tzEtZRDQ0mIaJxWMzz2pdmeWGMqxH78LJuHeL+ocv+Tbs8ov46P/z/wFgN+e6jzW9hdtfumFjmCn89ee+Atgs5KPxV/FNL3kOVsobIcQAsCyfT33601BqYtkYBqz/5ju/HWO1jYc/9TEw5kAA6fXPP7zzlRjrHXzskx8FmGEM9sQaJnIXL37p8yDlBFpLlMUaHv2rZzDSF/BNL/464ko0sUxJo++LYgVf+Muz2MIpfO0dN2KktiFYga/+2QQVJhjrHUzUDhQU1vlNePEdz8dIbeNj/8//sjHXKmhWACghUOLld7wM5+Vj+NP/83+D81UIPggAB+vju1/8Xfh/f/b/xrA6jz42/f1QusZmeQv+Xy95Ff6/f/4gztaXIt1j2EQb+O6X3oP//ecfwwgXLKBidLPJKAh8y1134gt//hSG+qIBeqA8m6fHb8TLX/bNAIBHPvtnGKsdSFZB8BIFjuF5Lz2JWm+BMY4n/myEZ/hXMJbbeNGLn0vGT4K5jJwQ+Mxn/gzH+rdjKM/jxS855Rk5Be/jrz73ZQv8jA2DiK/g2+78dnz80w9jqJ/2rmmG9WOyd33zHf8An/jMJzGpd6zxSIDzAi968ddC8BKc96B1jVG1hY9/4lH0yhvRL7ewXpzCC198qwXlFc58zozbHs6beU3X6IPjO17yD/H/+9wncUk96V3gQmw6B2IZgMcx3A5axxqr7DImz1KWspSlLGUpTpYgzz4LtTyaRRwAsW5p5n2AcdRqD5f4M9gTlzDRu6jVEGDMpsA2i95JvYNajZJyS+/SszN6Egwcu+OnINXEWGjLLfSLdezJZ7CLs6jl2MdcAQCpRrg0fAJnx3+LvtgAAEzkjnEB4hKKSSgYq1wl96BIynBnATRg0SVMqk3rsjQhxzkquYdK7mF3/BQ0agzKLUhde3cFw0QaYaykZdpsQxQlNDNBM8/pL+MiO2MYTQjZTrhdv+3gPHb4edSooFFDyomJP8EM4FboHpjmkMwsqDmMO4QLQj1UFzFmO9jmPQj0LLNEQtjyFTQusNN4hrlYORPUemxo9lCo9RgjdRGMFWZjoMceOHGxesbVReyOnwIDx6i+aGj1NG6NmqCqL2Bv9DgY70FYVpOj7Nd6jErWkEUSzwEKo/oiajnELs5ByhGe2vtLSDnym65aj3Fx8hh2mHGLA4BB77gJGqpGGFfm+gtDgYncxVp5IyR4HCxc15jUOwCzICWUjQ2isSPPQvEajAlUes+i4czGazjmU6m7crSJJgSaveegxGWSW8pSDktSoCf8zqFUCO7uwJ4R7+E8O42dyWlsDx/HSu9GcFbiPH8c5/Bl8OEKCrEKaIWn9/4aK+Vxwx5ZfR4462NcXwJXIzDGoLW2TA0Tr6aWF7G9dx7nRs/22fOEZeJIBUi1i+F4F2f2PgelxpjU2za2jWG61HKIuh5C6RG01hB6QNx+tDdaaK2h9RjQGowXkFJA6QocHH29gqF+Bs+MHsNf7X4OpXBpuCcoxAr6/XUM1QWM6guo5C6qegeMCShRYaQvAACekesYV9vo92627JAJtDKx52o5xJPsC7iw9/cAghuSYWxewkhtQzKJkdrGZPI0eqsbKFjfu/5e2Pt7PKn/Fk+P/gaTetsCOwKC91AWW+iXW9iuvoqz1Rch1di7VRu27QSr5Y0YqovgTGAst7E7eQqC93CJfRVKVyh2b8Vq7xSO956DwqYNN/HOJoZ1Y9FAGmfHAE3Szv0TQEso3bPHxt5tT6kJhpOzOLN3DM/s/i20HlsX6IFnM1VqiHOjL+Dspc/aJ5G6/pn1AOQeYOO0rQ6+xrM+z4+/hIsjhaIYQKkKX548jkFxDFJXqOUQw/HTGE3O4Wn2FezIpzCuL9nnj7j7eRdzF1Q6ADwHHY9tEZDnerHmLmUpS1nKtShm3lnEXev62CssQZ7LlDS7VpBAjy7YwMQjKDZwvPdsPFs/D2u8gNTABTXEqGdcigB4Gr1Z+E2g9RhSjcCkoc4XrI8Vdhzrg01/jbPi9sQaVsRxDNgmmGaYiCH21DM+jkAhVsAYx1pxI9bFzbb9CsPqL1DwFRMrAhUmfIit6mlwvopKm+xLnJcoYeLZcF5CiBVw1ke/POYteZwV6Ik1lGINa4NTkHKElQLGiqsr70rg2jjRu9CQGKsdDPkQmzag5grfwpraAgPDHr+Ekd7GF7drTPQeSrZi6kGBGiOM1SWM6m18sf/3GNUXsFuuQvFjWFHr0ExhDxewJy/g7wUwnJxHv5QYiE0fN0LCWHCfHo0xwQ4KNsCmvhEMDBM2wh67AKU0FNvDSF1EpYYo+RpW+XFIXaEvnkBlg6MKGKt4X2xgvX8KYBxrvWcwqi9EYyR4H0KsoN87aTZhNh4PYACesdrBZKKwK9ZwiRn3vFqbTdl48hQ2y1uwimPY4xew1rvZ11/LoXEHEVsY8E2Uuo+aTdAXf4ed+jRquWfcCooNrPdvxVbPbjJ0hUoOrbuGcSMxQcGDOxfnfZRiDTfw23FS34A1UWKiFL5S3oRz4osoi0cT1wMTU+Iw19ALR9lfLvSXchmiDYpjCJ2aIaRUNwzHkGGIoy82sYmbMOLGhVKqCSZyF+N6G5Xcw3r/lVgTN2FXncN4chqlWENPrKEvNrHavwm1HPr5RkGaGD1FgVqto7Dv6HrvJCo9BIfJFCg4yb7FChxbeS6G1TOo60+B8RVvlKgc88Nuymu5h93qrI3pdbN34dTWhcjFswHgY4+t6DX02Neht7IGrf8M4+qC6ae8BD64DavsOG7B83Cxdw6l+AuMx19FLTehtcSk3gFjHBviFDbEKRwbXMSovoBhdR61rCDriwCMQeH46vNQqyEGYgsCBSoxxFgYN7TaZnUUYsPMR3wVJcxct1reiB5fsQxKM28K3kev2ES/2MQtxYtwU3kblP5b7Iy/in55zI7FLjjv44biObiVfT12mXFnHk+eAud9CL4CrRU2V/4hjvNnYV1u4knsQqKy7q8lQGIpcSY861PrMXbrpzGqLkIrA/hrZkJnT+SuycQlR6jlNjhfxbGV52Jt8FXsjc/Y+cTEWRJ2blnvncQN6y8yoJ0ae+MD56W51/b56RXr2OgNzfyihhhOnobgX4fjvWdD6gqXRh/HpNxFIVa8a7bgA6zjBDbEKVziX/UBm6P3QR8egyeqcyEW5743ZSlLWcpSlnJoIhdU48uYPEuZVUh2rbDAh3ddMgEaC2itwSAw4AU2SoGCM5STVZyRx7DLznhrnFQTDMpjNmYBR11fhNK1YQOVJtDjKj+GCUoMyi2MJk9CKo5KrQLg2JTHsYI+JqhxToRAjP3CWDU3+EkckyegoTES26jqixgXhtnDmLHKHudrUHIXtTZskIL3ABtccyC2UPAShVjBSnkDajn0MRcGxTGssOOmfWyIAZtAsQo1gjW7QB+ragPcxmKo1R4mfAjGNrDFTuKEPIHNooQE8FWpMcQF/I16DDeqMQZ8HRtyCwNWYqJrnBYCtRrj9N5nobVGVZzAqmYY6AGkllC8xkRewvboMWg9wUB8DY7x23BCnYCCxi7bw1O4gCfZaUzUHvp8AzdiC33OUSmNZ/QanuaPQcIAPBoSfbaONbWFMRua7DEwYBtnBXpsBZyXGIgtcAhsFCe9NdeNY4+vQ/AB1vo3o+QrJjaGDUiqoDCWlyCKkxhOzmJbmuuUrjCqL4IxgXXciE21gZL1sVnciqE677O/9PgabsTtWJfGOrvDdi0zawdS7qDfuxlr5Y0YiOMY8CF21VlUctdT+7WagPEBBuUxs+lw90wYgO8mfQNu7PfRLxh2JgxFLSzQaYKR+qCh2i28rTXXLvgP1pq7oLvWcqW/lAXFbZg1tI3DxqNMR85VywX1XeHHcZM+hlo8B2uDW0zQch9oFxiI49jADdBcQohNA44zjgHbxIBvYQwGBgGpR9BKQ7DCxGDTFVbEcWzhFI7x23BBPeGzR7g2cNZDWaziGLsNrORG50BawGNo5hgbz8ewJC9hb/ykZWVMDEjBBTgMWCD5BFprQCvUaoJdnEfFJlhRq1hnN+LE2vMxqi9gVJn5i4FD6ALH2BqYZCaIfrHlg9DX8hJ65XHcoE4BAFb5CUhR2dhBBvzol8dwE56Nm8QudsQ59NiqAa75OlZ7J7AijmGgB1gRx1D1h+jxdZRYMXON4FjHCdysno3N/m2o5R6kTRteihX0xSZuVDfhRnUzBsUxXJB/DW0D9Au+AiEGWFdbOIY1KK1skPwSgq9h0DuOvtjAhjiJdbkJxRR22EVM6l3vrgzL+HRgtGHpGP2+PXzcsKPYbRB8DQCD0pPgTmZ1aCHM/VsvT2I0OQfmUt0zE3yag+MYvw2nRI2L4jRG0gBjbvyZZV1y1rPriBH21DnUGELKbQzKY9jETRizIfrlMdQkoH6v2MRm/zbcghvxJXUzTls3sSA0S5v2+v4w0jEvU6hfnaI9CLi8D0tZyvUlluF5mYaARQH+JZNnKTOLo+xrJgGtoRRNSwufUWVSncfp+rOoV0c4OXwuToh1VErauAglSsu0MYEgJZQeoyyOmTq0caECgB2+gj3Z9wyQXnkztFYYjr+KC+MvA31gHSfAwQ3TZXIeUo3QLzZQ6yF29DmThQXcZ8caTc6hFkPSq4GNNWSAH47SxgRYRZ+tQ8NYlEu/KTBtGbAtCFZiTz6DWo1RYxwCWFqW0p66YMAXPfRZUi7q0xhLhYsCUFxhV5qYQhfYaQzr8wD6GNfbOMu/hB2+hR5bMdbG+quY1DtY7d2MndHj2J2churVqPgICjW2q69iVJ3DSnkjhtVZ7NZnoQqNsRhCa4mRvoS96iz6vXVINcYlnMFX+QA9OUDNauyy8xjK89iWpz1zaledg+Q1pJ5gKC9A6cqOEzdMKDXEXn0OK+I4+mwDfbEJwUIGLZe1hLMSJVuF5I7aDn+vta6hVY3dyVPh/tc7EHwNQ3YJ4MCQXcIledoE0FYTjKsLGNYXsNu/CChgyHewo85ie/iYAQiLG1CKNeP2Zfs0qbctmKjAWR+iXIFUxroLaJsmuAcUG+C8wETXuFgJjMYST7Gn8MTo06jqS3Cp310KXalGhravJmYBfsAAjx+3hdy1lgvMpcwvIR6b/VtrG2CcIaQhD/F4lJrgQvVlPM0uQDGJvmWeKF0BGijFKvbqp1GLEWpt9KLWxo2yZAOUbIAxtlHJHUzkDpSqMZG76BWbRq/AuADt4Dwujr6C0eQ8ymLVl1PLS5BqF8+ox7BXnUVZ3ODTjDMmrGvXBMr2Q4g19IrjkGoEbt2W6ppBiL4FDDi47ZtUYzwzeRSn5TpWxQ0AgDV+I8py1WYC7KFWI5xVX8QZfD2G4hKkGmOldxP61sDg4pNdEGchdIEKQxInzLoj1Tt4hn0VOzjnATBugzZzVmIoL+Bp/gSG8oINCG2MIk52cA7P8NPYrc4agMemYjf1VzjPz+M8X8ewegZlcQMG5ZbP/lWrMc6xr+Apdhu2cQY7k6fQL0+YYNDlTZadOsQ5/lUM1UWcrv/SB5fmvPTuWQ7gMSwYAcHXIMQAWq/a2EC7NnX5AAUfADBZuGpWYFKdxTPqMVyafBW13EVhXa20lhhXFzGanMMO7oCCRIG+B5VqNbSBqJkNLq3Q4yvoYxVDdt4ueDkqOcR5/iTGetcbhwBjwChtUoALehen2d9jXJ23fXPMLpsVVCtAywbAc5BB9xdPob7U/VdSLl26ZP+6PjZcS1nKUmK5dOkStra2Fr5+CfJ0yxLk2QfxCxmtoVGbBQ6rTBBOy4QRZYFC3IRCDDDRe2YhKw0LQjENxgUE73vQY1xfhJIjFGLVZLgiaXilrjGqty3lW6Jns7BUdQ+T6jzOyTHGg1PosVXs1mdR12YxNqouYlydg9QvR8XH0FpC2sCNdX0RUk1CwGitwfkqar1rN882O5IWmOg9KCUheUUWgaV3gSp1H5W1UFd6z8cVABzgJTBRu6j12KcE1pCY2DhAE34Jz/hc7Sal7UvK2/BkMYaUI1yoLqCWO7bePoTo4dniZfhCuQcpx9jeexQX9RcAKHC+ikKs4NnFP8Df609AaYlLo6/gov6iTTO+glKs4Dn6uXi0qDFW2zirvuTTvipdYyJNH1xblZpgjG0IFIaJo0Iq8lpxw4yRe+iLLZTapEfW1u0KMC5ZSpk0wjUbm/Eh42uAPgOKTKrtENRSDSF6N6HSe2CMQeoxxvUlTOpLELwHKbcxrs9jpziLCd/FzuQp7I2egNI11vu3QOoaghWQaoxRvY1JvQ3OC/SLDSiswWXWGlUuY5Zh8nBWoi82wMAxZCMoqXGJX8KuPoeCr4CVBRh7BrWaoKr3DMBjWU8+89ohWHOXspTDkijgvv2umckipHUN6LHNtKUsGGIyEm4Pv4Rn1JexIm6w7lUDVBJQMEyeS8MvoxAbUVYlpWtI2OxWdlNqshUal6qJzYRY8zGGbBtjpcB5HPzf6I8ReLFlU19X6JfHjQswX4FgJUaTc1ByBC4GAOujEOtY69+MidyF4AMoJQFoSDkGuGEtcWYBAL6C0gIOQxXcqgr0fcwXVdXYHj2OJ6vPgYEZhpLYwkCYBR7rcYzlJZwbPwrGOHaq0z4NuIkvZNyszlz6JE7vPI61/k0oSqNfpa5QqSF29v4eT1wqcX7nL9Hr3YTV0mTSUqgwUtu4sPdFPHHpGe/q5AAKkwnyAp4Qn8Ox6hKkrrE+uAWr4oQBwFiJidrBhclj+Gq1hkqNUMldDIot9IpN9NgKSjZArUcYaxNjR7A+ekJ5oE6hhlbauD5pCYYCheiB8x42+reiVkMIsWHctFUNLRR6xRoE60PqMSreh+ADc/90Ba1GkKxECWuI4YWZm9Q29nDeuCLrGrXaw6i6COAUhAWbnGttzSpoZeIucd5HJfdwQX0ZtY3V59PX877R9UzgAj+Lc6MvoJaXUIgt+JTuNuCyts+pi0toxDA5DxLoWcrVJ7feeisef/xxbGxs2GDkR0u2t7fxrGc9C48//jg2NzenX3CFZdneg5Vle/dPtNa4dOkSbr311ssqZ/HMikuQZynziF3wc/KwaV1ByjGUGkKqCYR4DjZ7t+IYTqEn++BgGDOzKDILJRMbRemJSY0rNsDZWUNrt5lFBCsxYJvoCeHrETY9edlbwfrgNuOXL242GarEGGV5wgdvhK6xKU5iVW1gj18K7WWFCfgJQOsavfI4oBWG1eNho844aj6BEhWAY1BaehcmgT7AgEKXKNHHSrmCWg1Rqad8zJiC9zDgm1jnN0JBotYjrIkTpmwIlHyArfJrsKFPQEBAQmLId6AgceNA4JzYwga7CQV6ME4RGhM2xETv4hTfwOPlMaz2j4Gj8LEPzAZpglN8E09q40bWwyp6MOBbDYkhLmKr6GG13kIpBljRGyh0AQ6OPbaDZ/hjKPl5lHwVAgVWxHHjcoUC6+ICzqshaj2BVgqaKwjeN7Ef2CoEam/BNYvgsQ2wvOJdrCo59BsxN869Ygvj6mkbGJVD6xqV2vMBrnt6FavYwHrvZjw1fhKFuAllcSPKYgM9voYVbACl2Xyu9i+aDZjc9c9Mv1jHankTemzFxPvRQ5/Cl4FDiAGkGmIiz/k4QyaVbo2e7mFDbWDABuj113FJnrEBnfeg1B58tjWbCc6l0HVsh4Oz5i6YSnGZXWspC4oBe0iQfRhAXKuJcbBhBcBtgGCxin5xEpv8FnBdoGADVGwIxkJWPiFWUBTGNYmzXojZU+xgovfAUaAQGyjFOhRqMFZgb3IOg95x1HoEgQIb4uvQH6xjtfeEYQCqoZljWIFBeQNOFF+LS/wMeuJpEyONH0fB+jiHz4OLNR+HxoE3xhVzDZobplxV71qDgAATDAXvY6W8AcfZs3CseBYqPcJE7wEwzFMBk/UJ5Q02btsGlJ7YdOB9z0BigqPP19EvtrA7OY3d8RmfWYuzAkUxQK9Ywy0bd+FzeBzD6rwJDIwaE7WDqt7F2spz8DWbr8DfrlzAuDqPidoB59ynTAeAm9f/AU6sFxhWz3ijSi2HmOgaanwGwHOw1bsNjAmUCDFyFFeQGKMQxnVrrXezj4Vj7rxJpd7n6yjQx0khIpcprSSkMgxJIQbgTKDgfQjeQ5+vQ+naGGzAUds1w6o4gZKtYqx3wLCNfrGBE8XXYrP/VQxHT0Bbw4FgBcreCfTFJjbESQBnUeuRB3hquYeV3nHjOo7CPKV6gpHeRqWGqOUQnBkDDOMCBdZRy5FxN2c9D/T02Tq21Akc7z/HPAMeRKyh1Ni6nBl4z7wXALSCBrcu7UeLybPU/FdWOOf4mq/5mivdjKmyubl55DbJXbJs78HKsr37I5fD4FnKbLIEeS5TqEWXsdIuSPuJFcsAJ5NqG7vsaRRlHwO+DoBjwvYwri9BqQqTeheV3IO0LBXABbA1izhjLVzFproBjF2y5ZpFPNclSmGybBRsAIECTDP0+Ap6xYaN/WDju0CiZjWGyrj3cFag17sBg+KYYQqpscneAo7R5Gm/QWCsNBuPYgzgGJSqMK63AQAFN+0cC7OwL9hxKCZRyyGqOoALrv5C96CZhoRxVTLuPqsoMcCqXkHJClS6xhA7mOhdfOlSiUrtAuIm9HUfA92HgsIlDlQYobJWwgE2saY30Fc9aGjs8l3ssm3UWkND2vLXMdB9SCiM2AgXsYczkz3s8YvgmmGgbsKKBYFMnIMCCgq1HgFsAMFKFLqEZtpmIJM+poXSFQbFscBOwhATZVIIV3Lk+6pxDFW9iwkUpBx5AAgAyuK4iX3B+9gY3GqzmFXYGXHUcg8jeR6FKDHAurfIMnCUxSr6YgOFda0T6JnNBAy7qFJD4zphN1U9toJVHMeImfTGlXaMpLG/V1W9A8UNA6iSQ+yIs6j5JjgKSEywK89hNHkGVX3eMhAG/i47FgJ0ZTNtaRxksDNtMf35r1vKUhYRbmLwWN0YgblqCKXGqMEhtAITq+C8QCEMaDBmu6gsI0OpCspmyQJgv7tYVkAld7FXn8NYHgfnPQi2gh4rIHWNQgwwHD2Bivcw4SvQNshygT76YtNkBrT6G8wwLiSzcwrvo8fXsY4TWFGreLI0i0AfG05PbKD5Fd9ubV2qlGVsMMVQFH0M2BZOqJsw0KuYYBe1HmGobHBpmKDMPbGGNX4jBnwde+qCB1gKYeYrU3eJHl/BkJeo6megxTEUYtXHnSn4KjZxE/rlFvbGZ0y8Hq7s/DbCsZVn46S8Feu9m40LshxiwkpINcakvoR+aQwFA76Jiu/4Nkibhr4QayjECnpsHRWGUAjsy1rtGXYOW0XBBlgtTmCsdowbMoaQqFGpPsDXMOCbOK5uQCVs5krUPpi9SXU+8LFxCrFi9K9ysd2E1edr2GBrBgRjHDU3rE/JDEPHPHs24ybvG8COHQcATPQQE7mLSo4wrs6Bsz4KvorSugorPcZYXsJu/RQqOfKxiWo1AtfOvc3MTQwckteo1RgjXETNTB8KPjDPkxzZ7ItjmIQTfQDBCKVRgen6QPXsotbcpfZfylKWspSrV5buWt2yBHn2SRz9nLO+dbHqear1mjiBLZxCKc6gUiNcrL6CkdhAn5usImAmzelm/2swUTsYFxuo5bZh1Ig1w/ZQQ0u1FhiyXYjxU95Ny8S6uYRK7mJUXcCOOo294izWy5shWIn1nonZo6Bwccjx1PCv0CvWMZF7qOoLWOufxGp5E1b5cb9RGU9Og/M+VnonbVBeE2NFagVd1TZbVo1xdcFnjeL8IqrC+PLfor7RZASxi2jOCxS8h0rvYU+dxyY7iUKXGNvMW6uW0XNefQUTPsQKtlAwYVOWX8IT7BxO1Hs4h7/HNlvxsQpqPYHUE1zEyKRuZ+cwYXvosVVoKIyxg4ncxUWcQi2HuIQz2GHnILjZJNV6hEm9g9O9VexWZzAojmPER5hgjD12CUN1EZXcQcH6GMtt1Gxs0rKjwCX1NPbUOTAYVzslax8no1K7GKnzeKr+e2sxNilwzVj1oPVNqOUeXMpZABB8zQQ4LtYwnjyDQe9G3Fjeal01JPhKid3xU9gdP42qGIIxjqcufRpbq8/DenkKY7WDgTiOGhX21JPYnZyGVCObxr02VtnCbBj2JuewI8+hKAZmA6PHPh18WWxhMjkLLgbYGHyNYfLwdXBWwNiyzSZurC5hLC8BjONrj70KALAjDXPLZIgbG3aP5lBK2XglByfLuAxLOTTxrgUcgABnPXAe4rtItQqlJqjlNmpp328MMKou4Gz9dxhVF3Fu9/PolZtQqkZdX0RRbKFXGMuWUrsoxCp6Ys3EMZucxe541cRoKwFgBRwcg+IYxuICpJpgVF/ApfpJPDU6blKv83UUug8tzGLGxed5cvdTKPgqemwFK2wL63ID62wFW/3bwRgwqs57ZumwegZl/zYUplJIxsB5CS0lankpGADAMWA9MM2hmIZUY5wd/i0E70FwAyysFjdgRVuAWI6wOz4DgEMPlHVnG9osg1+LvthAWdzgF2JaK8sWHOKs+hJqaUAFB4zUagyphtitzuIZfg671VnU8gJqdQxCmfOUmqAGxzPqK9iefAV7k3PRPeO8j62V56DHVjHRT2C3ftq3fVg9g3F1AVsrzzH3kpUQKDCpt03MOVVBqgmeVfdRlH0oSPRRotR9MCZQ1yPU8hI4H/j4R5z1UDLjzjaS5zEcP41JfRIMBaTaxYm1bwJXq6ghAQ5M2A529Q6e3P0ULuw9ipX+LQBMVs2eWEPJVqFQ4anR3+Ds7l+hLNZNCno1xP+/vTMPs6Mo9/+3qpezzJpMkkkmIQuYgGAgrGOIXngkD0GikCsCIiSCshqQiEtALwSveCPCFS5IwMsjRBQB4wPCFUUxkLAFMAn+RIIRIglLmOwzk5k5S3dX/f6orj7dfc6ZmZzMTGaS98NznjB9qrveru7zdvVb75JMjvS9X5XXTd7bja5cCzqyH8LgSSSsOr84hAfDrPKNTNXI5D5U19fjyOZ3Qcg8PnCGY1duIzyRD4xjUjrgvFqdVyjUUOUY8jVsUKCi7/Vt5RP9PheFIAiCGCBkhe8Vle431CAjTz/AGAfnFkyeVit6aMIk3ohsMolaNCIt0jBhgAkGBy62cxNZ00IDq0WnsQt53oGErfIYpK3d6HK2qVKq0oHBOuDwLtT4ySYTRq0KxZIuPJFDwqpFijXAYDbSbBgM2KjlY2DLFCQEzHQClpFGjTkG3DLR4W2FbXoqFAwWDGkigRQY2w6TJ1GfGI+M2RqUAdeu84AKc1GeRiq3j5QCeWaCC2UIgZFEwlQVYkyegsXTft4eG1WyBkwyJLlaPZ4kPopaE3CRQwo1aBDDYHMDNaIGu3gtjqhieCexA2kMB6ByCQh4SDK1Wt1opLER6iUmK1W+GADKq4nZaDTTeA81gTEJgAr7YibcRA5HWRPx/1gSNaIew1ENV3rg0oBgLgzLxHiMwlbzfTjIoEY2ICmTyPIOcGYhbaZVbh5DGZ6Y/9LnIoec2w7XywZGMpWcWBnSDEOt5upxtY2qIL8DYx4SZi3S0kYWnXCZA4unkLZHoCE9BUlWjQ6xHenEWDTYH8EIMQa7jO2oRgMAgSy3AFvl+rCMDyG5F5RYNnkCjDFlEGQJZeTxK6QljBr1SYyEyRKoNavVv2I4koaL4XIs0jIFBgaXechaWWR4B2qERFbm8R73kGG7/JV+D0EJ6QGwmleutGmmT1ROoXqV8tTh4IBRBdfPaaLynWXAuY2UNRwjzI+gnX8Iz1sBaVar6lK+52e9fRBsVoV2cwuS1jakjQZkeGsQaqTy/QgY3ASHgYRR6ydeNsG5BQddQU4Um6XhwYHLc34C9YTSwUYCFk+CMw+G9A0cYEjzYbBNgWx+q9+PhON2wbV8zz7GwaR67oALCJmGEFmVD8evMGhJC7VsJLjJ4HpdcNw2WGYdhHBhchucc1RjGFwrB4MnkXO2Ie/VgTGObH4HbLNWGfiNBNL2SD8fUAKqxHo7XK8NrswhadUFoZmqMqEBg6eQc9qwS7yHnNOmKoX5eesAwOBJpGzl6ZJ12+C425FKjAsMOYylMdyciBo2EsBb6MxtUZXLeEJ5NIocasxG1LCREFLAg4uMs8uvnpZH3tmOtPUp1PBGJGQKGdYJh+WUd67QeYWSMAw7CGUSfs6mvNsJT3TC8zoBcJhGDVK8Do6qcwYO7nvPpGAa1ahOjoHNq+HKnLquLA2b6XDrjH++yrvH8WqRNOthcvW96xdbYIyB+fdstT0KAJC2R2KYPVGFjhn/Qpf0/MTcHK63GwmrAY3W4ahPtGFH5q3gucZ5NRJWfZA/UCX6zkAAYMztd2OKlFRdi+h7EokEFi1ahEQisa9F6RUkb/9C8g4+dDqIyvbb/yEjz14SrazlQsDwQ29C1bWkiaTBIVgV0l4aVcwGA4MHCVcyP7GjDVv6L+cSsHgKnJlIMInd8kOVzBeqyoa0BCxzrMrDw9LwDBeGdOAxE0le5xt3zCDMyJIJ1Io6CAh43EGVpcr0QqrVQSk9OLILBlTy5IRMqVVGI40aVgtmGkHIEGcW0kYDDK5Wz3R4jl4RTVnDVQ4hVjgPT5pBVS61AmqDSTUhM6DCjhqtKlgyCY95qBU1qDEtmP5qeVqkMa4qg20YgTpRqxISw4FgAh48OMxC0uQw3SRMlgRDXhkVGIfBbBgw1fdeEklZDUMaMGHClCZMGHDgYmQNQ3WuDkmZQMrkEOCAWw0uObIsC87yyKABnaw1uK4qNE6574PDT2Jt+Ek3LdhGDartRnQA8IQdhMupsUqhOjEaJksgLzrAYMA2qpBiw5BAGgbfBQMmXLjIQYV1eNIFZyaSrBrVog7gQG1iHOrECFTLNHKyRr1ggiOJWtg8DZflVWLlIEwgrcLNuCr13uXuLJRPZiaqrBEwWTJIlmowtRptywQY01mnGBLMgA0OUxoqpybPwPGiFcLU70AZAVVJXa+fS6hXmpfhwFD2RP9RSFBrw2DKe8PyQzMBrkKPpEDSqEOtqEeOd8I0hyFp1YHBgOOqXFYmSyIp08jylApNYqNhm9VIGLVI2yOCCosAh8FUjpSkVYekMQwcHBZPwTaqVeVDmQh+Dgxc5UPDCCQtCc/LqjBSI40sz4ALZXRQOWKqgoqBgEDWVYYVBpVfizMD3EiDcxUGlXPb0OG0oMPIwGUuDKk8GxNWvUo6zS1k87uQye9Cp9UKALBYOjC4WEbSNwp0gjETHnNVjjZfB5lGCrq6pOvBT5ZfDccrVIM0/JxHnCkvSysI8SqETHNuwubVsP1nK+fVSJg1MLnKHwcAtl+qPS8zcNydSFjD1HPWrIZlViONYTBhoZO1I+PtguO2IZVohG2qUFWbp4LQs6zMY7fYio78FnA+Xnlp8mSgbwRcQEIlVfa6VLirUaWuLVfhxhnkkOWZIOw35+1G0pqCatMBB0dWtPt3A1fXG4BtGKhKNKLKHKm8iEQOtlEFExb80hCqnTUMtclxSPBqVPERyMsuGIZ6RgoUkjEnrTpwZsETeVhmFepFHWowEjvZBkiZCww8uh0AeCLnJ4ceGJf4SnU/GXmI7kgkErjxxhv3tRi9huTtX0jewUelYVcHSrgWk5R1tFe0t7ejrq4OVVW13VQBYCrZLE+Acxu2WQ2Lp5A06pFkNciIVojQpELC9V29VTy8ARse8si5bXDcLlimeiFXK4GOKifr514B1E1q+bkShFCJjE2WhGkkgx7Ui4Xqn0mOHDqQEbv8MteqYotKrMj8FTuVcDjj7kLKHIY0bwiSF+uSqBwmusQO5NzdgUyqFK3hv2CYcIQKk9LfG8xWFV/g51ZgKQAePHgwYKOGjYDDVBUuk9kwpXL5zrMsPJlHrRyBTt6OvOxUZd/9qaorVD6bhFGPvGgPJv56cq9WLDnS5nAVkiTyKoSA2WAwwcFgsiRq0IAO7IKEQAJVvoHFgcvyapyRRBbtcPxVUubnpJG+QU9IN/BmktKDyVNImspLyREZeMKBJ/P+VVEvc9XWqCBxJQBwKEOZkC7anc0wuEpY6vrVWpTRRCXM1ONp8CSqeAMsmUAeGeRke1B+mTETUrrIubuD66NWndW9YjBb5bLwX+hUUtRqcG4gk98Fzgyk7OHBWLmyCwCDwSw//0Eh70KK10FIF51iO1wv65d4zvm5Glz0NJmWUqKzsx1tbW17nCCus7MT1dXVSCUmBAm394Rcfitu+sF3ce211+7xvsT+T7HuL4RqqXw8qkqTyRO+zlc5WwAgL7vguJ3oyrdACgfp5FhYRhpZtxW2UYVh5gQAwI78v9CZex916UNgsypkvF3gzMQoYwqSMgUHeexiH2Jrx/9DKjEKddY45QEiO8BhYjjGQTKJ3diBLV1/Q8KqR501DgIeOpwtAIB6azxspLDT24jd2fdgm3WoskfBZlXwZB5d7k4wxpAyhoEzEznZia7cVlVFyh4Oy69uxZlKPp9ELRxksTP/L+ScVtSmxiPBa+D54Z8Gs5HyQ4AzYid2dLwB06xDdXIMDNjIi3Z1LK6MPW3O+8jktiJpj4BtVPmhrRbSXJVk7/C2oCu/HQDz9aQDy6gKnoGuyEEIB5xbEMIBGINtqNAjlZ+mC5yZqiCB1wnbqkWdfRBMJJCTnXBEh5+TLo/O3BZwbqM+OQk2SyEvO5AXnbB5FQADXe42ZHItqE4ehBpzDGykkYUy/HBuw0ICAhJt2U2Q8DA8eQhSXCWJzohdyHsdhVBrtwOO16nCps0RYGDIija4Xg4JswYJVgMPDtpy7yKb34K69GTUmGMgpUCn2AbHy6gqX6wKWbkb7ZlNqE1NwCh2MLg00Ma2Ii87YLE0GDi6xA505FqQtkdguDEJ1VItnGzBRmTcHUiZDQA8tGbeAZiBUanDYSONDrkDnc4WJMwaSCmwO/sBhOhCMjFahdfxanAw5T0mssh5uyGEC09kVc4pP3+dQj0P9kbvA8DmzZsxduxYpBKTKqrOlM234K67/huXX375Hu9LEARB7Bv0vCxpj48s5vQWKQWy+XcrfvYMFciTp08IVdSCByk6IUQXPHc3stxCJ9/qt5G+h4nhG0aMiDFCJ/EVQr10e/ls8PJgGLZvIOGFBJ9wkXdV4kcJFTrlyk5IR/pWSgHGTOSMdnTyFDg34AnH38fxV2VtwFAGBuEbSLRhxhFdyPgv84Y/Odb9GsyGZaRUZSjpwZMeROgF2/G64Hid8LwOMKbi9INy6/45AYCQHhgYuoxtwTgwplakGTP8suQ57BQbIKSnVphDYyilA0/ksFtuCs5X5T3wK574E8wubPb7ToJzO9gXABizsENXFQmMZBKul4MnC2Xl1eqkkpdxw8934G/zJ+xSqOoinlHrH5tBSA+ezEMKz1/tT8E0EsELkxpzCVdmIaT0jSnKOOSITHC9JZQxyXU7kZMeOLeUocbsUu70IgfXy8L1QhWuGPfzRVng/vXR4YQAYBgJcGkpQ5OUyLntkFLlAPIAeNks4JcQDitS4RuddJ6dVv/YqspKHtI3aKnJfPjFuB89eSgnDzGAFBK9KkO96/8WPO7AMhzlzQiAcwOmUQ0XHejMvgvGTCTsEUjyukIYrZGEwVPoyG72y2RnkLDqIQ0BExwSJkwkYPAE8k4bOpgVGHyrrBFKHsmCBMV5twNdfAeEdNGV/QCmWQdpKf2bNhrAUsqY4UkHGanCwXL57ahKjEOaDYeFBAxmQ9ouvFwejtuFPDogRB5pe5SqhIUUTFhIWw2Q0kNHrgUZtkPpTBgYnjoESVkFSyZgMBNdyZ3I5FrQnsn7CYeTSFrDAoNYwqyDEA6y+a3I8yQssxpJP0cRgwp1Mo0UsrmtULreDrx8uJ8XSEgPrpvzq17ZEd0J6SHvh72ZZr3ylg0M1aryVdbdBSFy4MxC0qxHglXBZDY8OAA60Z7b7OvgVphmParNRtSgAVwa8LiLNu99OLkWGL7HjoRAyhqONBuOhEwh54e1ZfLb1Xn5CfqT9nCkjGGogbqWLsuiLbcBWbcK1YkxyqPSSMNKTULaaIApbeTRBU/k0ZX9AF4iD9fIquqIzFAel5IFNd9y3m50iu0weULl2PM6YfHxMGHBhoUc8v4CUzvyrir84Hq7kU6Og400EkjB5TVwjA60ZzZBiDwYGEyzTnnPMg4P6jfgellV2cvLKsOOXzyiX704SfcTBEEQRAQy8uwhnZ2diE8mdIUtBiOotqISckoAeQDau8RSk1Em/X8BQL0sC+EGSSxNI+l7XLi+wSWnkubyBAxmqPLqjANI+iW4s6rqhlAv2LoilyIPXcoW8HzPE23cSMDgKZiG8EOILH87B/dl70LezzdhBf8C8D1LGPKehCccNaFDIWwhqPrEqoO/1apeBoxZyh1dCnjebhVK5Bt9pMiDG2nY5jB/Au/BFVk4bps/WVTVOwye9A0kBiSSEKJwzowBjOmEnSak5IXzYqYfeuaq8vYyF0xCTaPGT5qtXM3zTjtcr93f1ygkSDZqA48btU151HBuAjAhhIscssj4Fce0bOoa2rANCZdL5FkOQC7w0hG+J5BGBKudKr+NLrPsuJ2QMuf3rau6WcF+erw1KvmpAc6V8czgCUimQvlUdR8XrnB9GVSohL4eeZGHEFkAWWVA88dPGRZVwlERuqf8Hv373wuMjSpnguimhDpNtonBjdb9UX1f+D3oCnKcJ2CZdTB5EpaR8g2wCXgCcFwOQMCUCeQ9ji7u+eW9BXI5A3m3HUC70o2JNDpSeTCpngIeSwBuPfJeJ7LZHSpxu3TgJA2YiZEwYCEnJbinEhZnPQlPuHDcKjCZgsOUochCApJVIS9V4vec6EDeNeB5tXBgIicYhFT9CVEF5tbD8TJ+Av5OSDcHbudhMpUHxZMJCC+NvOPA9Tr9KlU1qIKEzRgYLHiwAVEH4WbRld8GKQUSVgOEnQYzc6oCoODwvCRyORtS5mEYXXBNC56VVCFtwoPrWfDc2mAhAh6DxwWAPDzpwfUEhBTgTMDgEi5XxmZXMHjCgpD+ip1nI+8Z6DTyAPLIeV3IuV3IOepZnbBScKWNjOeBI4esyKLLzaIzuxNSOrDMOliog5dNIu9Po3IAMlkXmXwnOMvBMJKwzRp4Mo2cxyCkRAZ5dHo5dHTpftQzGLIOwkshD0NdE8ngObUQLkdeGrBZAharVuXo3VoABhzk4XgWHKcKEAzSkJBIgCMBJ2tht3/urV4b2rM7kM9vg2kO858HwyFyaeRhoFMCGeagy82hK6sSRDNmwuApcCnR6eXhMBN5CeQ9A/mcDSFUjiOIFHKuRA5ZuCKvqmn6XpzwK4BpSj8DSO8TBEEQlaEjIQZqv6EGGXn2kvCEn3EbnCVU2WqmjTJmxANCV7nSYT3SL9FtmLafWNGGqRNG+t/r/AgMRpBAkzMLHNxPluvBCxkJtEu0NrSoyiNx4w8CDxVt4DGYCc5N9fIC+F5FqlyrJ11wcBhcBMYegxlIMA4hk3D9FVXpe5iYXJ1PWE4vqHKiDQMCRpCsOLTi6uP5iUs5M2GbyqVfyac8Ubj2VAl5Q4X/1ecY/jc8Lp5fuaxgkOJBv1o2w0iWlI2Bw/LHzTKSMFgiWLn3pOOHw6nyxZKr3Bx6THSiz7hxR/jH1/eM4V8H/b0r1Aq1ZVYDfvn0MLqSjb6O4XtGhcxFr4eEB1dwcMMqah/OraCvmx4jBg7G/XaIjq8+D0/kCq76UlV4UYGh/VlCnRKwEQMLC8pYF4zbwW/EN8gbXJWvltKDZ+Z8zxMLeZmBJz4MkuabRsrPxaL0EecWsqINgnmwWBJCeqi2GuGaucDLTydM7xK7VMJ2GKg1mwL5PLhIWcPBYKjnhjRgwIQhLVhIwGUOGOcwLBOOoapb5WQHXOQACZgsgZTZgIThwDFrA53syhw62a7g958wamEw5Z3oiAw4VJsMa4PDlLejyRJIWcP9PG0q2byEh7zoCBYRLKMa1Um1wKH1Yd7rDDweTaNQzj2MHndVIUoEzwWtz5TOrYm0BQBHdAXPWM4tpBIjYfjPbtNPSi/h+eFnJtKJxsDT1OIpCDjIsHYI6SEvO2CbVb6HpToGZyrPXU52IIcOOLILUgqkE40wmAnLqFb5hHxvpgzag+d32h6hPIp4LUwkVK42qKpeAkKNpzEMVioV5NNTeZPU/jm5Gx5cuKILJk/CTB4Ey0gFfRowVWJollNywYNlVge5jbRHUIe3FSZPBM+blKWexfr89HNMLSjp34UFBAsPBW+e/oJy8hAEQRx4UE6e7iEjTz+hJ5wR7xf9gquNEf5kXmMwbWyxoKswedIJjC5h1LG4/8IOGHp+wwpVhiRTk1cT2hPFK2m9ZDFjSW/h4ACzgpf+wBjFeGD00EYFDw7AfcMROFyh5AvLEB6TsMFG/38p+cLbysnf3XmFc+LE+wlK67LCzyQ8ftqgYrCECqlDwRPKk4Y/RoWXDu6PlX4x8koYPPR3pc/DAC9zPtrwpe+hcFhf4L7f7TgYwbmqROBKbsF8I6C0IOB7GvmRh8GLlP8yBagE5EwKCDh+f3seK1splSttmugTewfThlluBkYFZdQ1g9+ehPIgBFN60BM5CFYwMhvMBNMejr5R3YMTGFwkhP9btmDwwr3OoZLiC5ZQ+gFGoNcYhPLM858l2uACAC5zVB4xhPWtSsIvYEHnt+LgkL6xXXLPDy124MiuyLNJ6yczOAcHeZkJjDUSXrCowGRMb/i6UFeRAgcg3OA7IUMG+5hOiT/TyunH8Pd6HyHdSN9aT8ef2foZafqVphjzFy7gQvgeUToXWtjAo3xiveA7zzd2aD2tEtmrZ7PHAMD1w58LRhEJ5TXpMgeQgPBl8iKLP+q+COPBKeRbCxmelIGnsCARlp0zC4wXnlGqTS5IoFwwYhqB/Npbx2AmJLchkfa9V3XyfTVX0Qb+/jCqVxyuRaqfIAhiyEJGnu4ZuDew/RzpJznWoVcqBCYXrNJ6IqfcmQOX5k6/tHbUw0b65cg9P5Gv9vTQK7d5rxM5rx05rx1ZoT550eEn9835eWPcSIUvzk1YRhK2WaXyDJg1SJg1QegOAAjhwBV5OF426MfxskEySyGc4FyEdPxqT05gUNIvNnpyy0L5hkQpw1KQl0ivdPuGEp4IjCpCusEYxT+up8bD8bK+nPlefVT7TGi88sF4hY8fPiczJp/KdBB70Qh54uiXKq4n8v5H7+P5Y6evrZIt51+DXOQ6OCIDV+SVR5DUpYJVaVx9HRNmDWyzKngBkfAK96J/zVypVv/zogNZ4d8/bquq2uZ1FsZD5oI8SF7Iy0lK36tL5FXOBZGF43bC8Xz59H0hXLihMQ3CAwekhLqo6EMTfWJPUJXiZKDzgUIoqMFVnhjLSPov1FYhXDXwnssj73Yi57Yj67Qi56qQUKVrlKeKyW0ICGTdVnR5O9AldiAjdsERXRFjuvbKy3kq6W9OKm8RBxn1r+xCzmtHl7cD7d5m7PLew06xCdvFO9jlbkKb+z46nBZ0uTuRdVrR5WxHR34rOpwt6HJ3IOPtQl5mlH7yn22Ol0HWaUWnsx0ZdwdyXrvv6ecFBiNPusi6behwtmC3sxm7nc3Iuq1wQx6BGlfmfL1X0DkaT7pwPJVrJu91+onic9FP/Pka+ujvSu2jj6mfH+HnlH6+udr71H9Gh709Ha8DHU6LOr/8ZnS5O+F42YjBzJWqn4y7A13ONmScnci57YHnrScduDKHnOhAl7sDHU4L2p0P0ZXfhqzTioyzU21zN2OXuwk7xKbg+rV7m9HpblXzAdGBvOwIrntOdiDj7ULW2wU39DxTcimjTla0o0vsQKfYgYzXClfkAy8l5VWmyqE7XhZZpzW4V5V+Lzz71bEN/75PwTKq/JBzM7RA4o9tP9X5qFT3kxfngc3ll18Oxhhuv/32HtveddddmDhxIpLJJJqbm/Hqq69Gvs9ms5g/fz4aGhpQXV2Ns846C1u2bNkr+RzHwcKFCzF16lRUVVWhqakJ8+bNw+bNmwelvD31GWfZsmU47LDDkEwmMXXqVPz+97+PfC+lxA033IAxY8YglUph5syZeOutt/ZKRgBYvHgxjj/+eNTU1GDUqFGYM2cO1q9f3+N++0reOD/84Q/BGMOCBQuGhLz9i9iLz/4PefLsBYXEm9z/fwGVYycP6fn5TQQPVgGBqPVQT4D0S4ArcmDShcvUpEyHNWmDTfiFIuypoYmHE+kXD9OfrGkDBWCqyTgTQJBbxS3yLIqcqy+/q1diUUjeq1f9BEQofCcHNxYi5UkXwq8SFpExND5cApIZ4FzlttFhRLp9+HjqxWnv3cC1HNqzKJzgulQ4GAA/P04OAk6w6h6WtSBfdMVdj5NeDdfGmPjxI/KFPIs4EIRjacNR8GIlckGoVGESW+wtpeUP31O6H8M3FPHQy6l+eVPXyizs7+cIihgpZaF0us7VEzkvxsBkf4VIkScPMTBISDDpqQBB/f7KfC8Pafi/fUdpJ4nAAKrCVd3AkKxCLG3/92zCYFZg6PBEDnmxG0BBJ+kXb+1pp4yzeT8ELKQXtGFJOnDcDr9NDuF1nUKome1vKegM7lcMM/wQU0AZLbQRXPrhVjqHnA41BhAYV1yvq2AcgWqr85LFn13xqnhBqLL/XArahfRsWPd1tyoX1uHxfeLPIsFMMJYvOkbYoKHlEjrJfOgYppGGDHv7+Is9rl8AIPDq9MdWG2DiY6uvAcCRg5/QXuZi56mS65tGVZCUOqyzw7qZMxPSEDCYCxeZaHh36Jrr+4szC8GUBvlgEQQAuDDhcXX/ebHw7uB5IUXoGeB780ivH40qlYZrEQcqjz32GF5++WU0NTX12PaRRx7BNddcg3vuuQfNzc24/fbbMWvWLKxfvx6jRo0CAHz961/Hk08+iWXLlqGurg5XXnklPve5z+HFF1+sWMauri6sXbsW119/PY466ijs2rULV199Nc444wysXr16UMnbmz7DvPTSSzjvvPOwePFifOYzn8GvfvUrzJkzB2vXrsXHPvYxAMCPfvQj3HHHHfj5z3+OSZMm4frrr8esWbOwbt06JJPJomP2lpUrV2L+/Pk4/vjj4bouvvOd7+DUU0/FunXrUFVVVXKffSlvmL/85S/46U9/iiOPPLLbdoNF3v6GPHm6h0qo9xJdrk0llVWTCR2OorxWTDAduhRsjxoL1MS5dC6ZwAgSevHvrWGn0C4e2qQmxCZPRvLk6D6F7zEUzpGjibu8B6uTiOavKYQEFRtCwsRz4+gXESNk6AqPRdw4UkqecG4jLVt3hMOXwn3Hz1H3Hb9Ocfm0wSocWla2b8YjY1hKtnJjronnTgpfSwkPjpdVXjj+anI4D4IOJ+nuHtLHCrcrlwNJt/eCEvKl71t9TwbJmXV4RFECZgnA26sS6qYxYo9DDgHA9drwX/91I5VQJ0oS1/2BcZ+FjPx+8nNlJDV944gZGC8K+bfciI7WebRsowomU16VnnQKHnZuh/+i7oExy08Mb0c8MJVxIFvSoKL/DhMxGod+1/oZpI3Eum0p/RcNW7UjRh59HNfLBAaR8LGCioJlnik89kwI992djiz12+/p+3Lt9TnGn3WR51Ts3LQnlw6NAhA8X72QMUifo9axcUNVfHFG9+eKXMnnTfi4YeOKltkwksE1UoYnx/fI7IrcW5ZRDdNQHqJBmLV04IoMHC8TMRoF85nYPR4Y/v18bMrI70AnXFby9o3eBwol1E1jJCopoe56rViy5H+ohPoBxgcffIDm5mb88Y9/xOzZs7FgwYJuvSKam5tx/PHH4yc/+QkAQAiBgw46CFdddRWuvfZatLW1YeTIkfjVr36Fz3/+8wCAf/zjH/joRz+KVatW4eMf/3ifyf6Xv/wFJ5xwAjZt2oTx48cPGnl76jPOueeei87OTvzud78Ltn384x/HtGnTcM8990BKiaamJnzjG9/AN7/5TQBAW1sbGhsbsXTpUnzhC1/YYxnLsW3bNowaNQorV67Ev/3bv5VsMxjk7ejowDHHHIMlS5bgpptuwrRp08p6oQ0GefsTPS+rdN4vpYDrbacS6kRp1ERfG3gS/uTOLpr4hD1VwhWqojHvyljARA6eVJOwgnHICHL76Fj4uEElnGhZ/ysgIhNcQFV5CufBkVL4HigJAIUJZThXgj5+2BCl9i3k94m8RLASORKCcSrkKSqXZyh4EUBx0uDIuUCgkPAxlO8o6NMo2qa3h8c2fB3Cxyx1PDU2BsDU6570c0/ocSmV8yg+NkrW8Opx8fUNjwcQzUsUfCcFPD+PQtQ7zIJt+uXRYy9LhZeVwr0Zvod0ku3Acyckn17h1S+iGn3v6hdDEXkJKazGqxcEDiGgPHmY1+cePQdKtnxi31G6kmJBpwAFbzag4DejfkcGTJYqMjxorxxVprtwHxs8AWaFPG/AYfJE1MDLtbG+KjA6a6OsNuqHE/XrMNk4EsIPIVXhQ9rzKCxnWH/oZ0Lk+9CzyZACtlG8IhrWaWEDcfgc4wbleN4evX/RtYnJV65dvG342Drhc9jjVMvVna4udWxtIJLMhOUniy43hlEDjxUkfjZCYb5xpP+8cmXODwHOBZ5DYf1thgw8ACC4AyESMI1UZOz1AoJeNPBQeJ5xXsjRVFKWkK7X+XhUf+Hntht4wCn5+1r3U+JlomeEEJg7dy6+9a1v4YgjjuixfT6fx5o1a3DdddcF2zjnmDlzJlatWgUAWLNmDRzHwcyZM4M2hx12GMaPH9/nRp62tjYwxlBfXz9o5O1Nn3FWrVqFa665JrJt1qxZ+O1vfwsAeOedd9DS0hKRsa6uDs3NzVi1alWfGiHa2toAAMOHDy/bZjDIO3/+fMyePRszZ87ETTfd1G3bwSDvQEDVtbqHjDwVUJjoK0OPdqvWBp7wJBWIToDDiXfDL9n6by45EAqDihuHYoKUJFyVK2yYERBFuVHik+lSnh6ACcn8VU3py+yX4A4fRxPPwVOqj6i8omhSHl09NSLbSq3OFq1WQyU6LUXcwFPqOkAWjFuMqTw3cdkZOMBUKEYwLrHzjydSLuWhFB/78MoogGDswyXWw4k5w3LH75nw8eJwcAhWMMhwwwKP3TOR+7iE1xZjBiDVC4JOugyG4B7xpAtwlV+Jw4RkjrouUq3g9iWVu1/SRJ/oJUzpfG3g4Uwbx6Nef4GnRsxrsJTHog7t0jpG60KV1L2wX/C7DusIbRiXypig0YYCXbnJgAmdmJczXbWv4AEp4fkGeg9MhpIf69OO6ScpvUAvlTKmhxc6wmGq6tzVvlpnerLQUVgn8iIDhxlMzLpLthzR/ay0Xih+zqljM26A+8UBSunq+LO41LmF5VPGQJR5tppBuLFkXtBe63GVlJnDgJ+wP6bHhR5HZoBLB0waEMwJnmel7hmVzJuHdL1dvIDgJ7rW/x8xQJXzqmWFxSnuh3Jxf/yFf50lACZdSMYCr56+Qsm450Ye8mM/8Lj55pthmia+9rWv9ar99u3b4XkeGhsbI9sbGxvxj3/8AwDQ0tIC27aLDC+NjY1oaWnpE7kBlUdn4cKFOO+888p6H+wLeXvTZ5yWlpaS7XX/+t/u2vQFQggsWLAAM2bMCMKYBqO8Dz/8MNauXYu//OUvvWq/r+UdKFQw0p7P/Q+UICYy8uwx/uqtP8lXbvoF93ztqh1fgVSTJV0VI1dytVH/G67K1d1LekGigqGAa8MDRLAiK71oKBgQmuRyCwZKGxmUTOHkily9KPhzqXJSGYiuuoY9RwrH9Q0iofLhRQYvcEjuAbIw+dX7ljcKGb5RJubCXqJ9XC7dLu61FJanlLFK5y/Qx+YoTNhLjU2csoYqfR0k/BeFQkhF2ItJHyPwtuGpSGUzwPdS0gmZUWyMUiv8flUeJsClFRkLAT/ZNsuV9DbSBB4GTO1r+CrG4AKeADhLQMAA4KiTUllN9sJAQxADhekbdk1wP0G8wZPQoSthvRm8qPs5SwohSMpAIuAqw45w4chckV4OV0PqzTNAV1iKHAMFHSegKm0BgOfrOQEdkuT5lZj8ZMAiV6SLtQdQoQ+joMND5c6B0PMLhSpVjHEYvv4SujqfL3PUQBM9h94SDquqdIVOG+11tUiOYm/OyNiGjR2y4AUafqYBfsUw7p8zK2HE970oFX5peSbgMQeG74nFmKGMb6FrqvcN+vCNW0ao3HkcARHo+nCuJb0opBJrZ4u8UuNeZOFrowz4yjDmSQNcFvK2AYjkLxLSBWQOOn8h6X2iP3nwwQdx2WWXBX8/+eST+J//+R+sXbsWlYT39Tdxef/whz/gk5/8JACVhPmcc86BlBJ33333vhJxv2P+/Pn4+9//jhdeeGFfi1KW9957D1dffTWefvrpIZMrZ+DwQF6c5RlURp6Ojg5ce+21+O1vf4sdO3Zg0qRJ+NrXvtZjvPSyZctw/fXXY+PGjZg8eTJuvvlmnH766cH3UkosWrQI9957L1pbWzFjxgzcfffdmDx58h7LaJnDoPMdhD0bwoYCD67yyEHBgyaetyRMOGcPYwZMVshtICGg85h0F04TvOSHVlr1hFNP3sPu937HgbyRSXIJjxSgsGoZX8kL7xOmVFWteChPKXf1CLFF4nAegvj4d+f1o93Si8agzPmUO7fu+ooT9+LpbtxKjVV8vAvGsOjYaYRQZeqZVO76PLS67Pkvkq7IF90/2tOgyDApC8myg1w7JUPxCvduPM9RoSoYh2kkCyFuQR4KN/hNeN7OkuPYewQqU9wHhrIfzAwN3V8HrpPq+gYcHeKi9UJRvhTfs02XAA+HR+pnQjgRM6Byb5mA/1tWxv7A2BoziheqGxZ7SIb1T1yHAIjkFCv5XCpznvo4+retc7UERm7/2ajz08QNIt17PEZliOvF7sK0uqOnsK2oDFFKPQfdWJ869MwLVSHTx1fPZrvbMRQhPRiXL5y/J6xj42Nabqzi90jYKylynv78wvUyRdeTMxMCFph+BoTm1HFvn/gzQPBCYQB9jqq9yt+z93ofoIk+UYozzjgDzc3Nwd/Lli3D1q1bI7lsPM/DN77xDdx+++3YuHFj0TFGjBgBwzCKKk9t2bIFo0ePBgCMHj0a+Xwera2tEe+YcJtK5B07diyAgoFn06ZNeOaZZ7rNITKQ8u5Jn3FGjx7do4x625gxYyJtpk2btscyluLKK6/E7373Ozz33HMYN25ct233pbxr1qzB1q1bccwxxwTbPM/Dc889h5/85CfI5XIwjOhC0GAY34Ggci/OA0P3DyojzzXXXINnnnkGv/zlLzFx4kT86U9/wle/+lU0NTXhjDPOKLnPQGcQd9yd0Ik3dUx5NBFnePIXnnRpo4BO0hk2QngIV6AIH4uFb17fc4gHE0WOsBdEcQJGnejWlzO8Gqy9W/SNHsozgZKTcuHvE/1hFM693ES7vGEocuyQXNEOwvIYJeTSHjplqmxJEZItfF4lchsFCSJLydDz+URfJEq8VATXSYbaaC8eBpSZvAfX0K9OUggPiV/P8HWO3meqDx66b1T/hQpYbmn5pFT3BrOKjlm4dwUiyTVDCWkjYxFKtsxiSrkv8jOQsh+6DDXdH1DqXg90qhH6LerfjOt7fajftPICNAP9BnhwPRc535gT/NZ9/cBCYZgAQkYapesLcnEwlgiqZPGQISpM+KVb69BCtT8novtLEvZo9WVyvXxIJ+hhKu6322cK0/mOgIL/o1e0byl5VKPy8ip4aMyLjx32YA3LFH82FvYJn2fBc0v4BrR8uWdLsGPhHigYdDik5AAHOMzA8dH1ZQsbhqRf/ar4PujhngnO1Q/HBlPjHjJGuZ7/DNLHDd3XBUQwf5GQ0CHtsYEqOu2+ystTqe4nI8/+TU1NDWpqaoK/L730Unz2s5+NtJk1axbmzp2Liy66qOQxbNvGsccei+XLl2POnDkAVIjP8uXLceWVVwIAjj32WFiWheXLl+Oss84CAKxfvx7vvvsupk+fXrG8QMHA89Zbb+HZZ59FQ0NDt8cYSHn3pM8406dPx/LlyyMJr59++umg/0mTJmH06NFYvnx5YHRob2/HK6+8giuuuGKPZQwjpcRVV12Fxx57DCtWrMCkSZN63GdfynvKKafg9ddfj2y76KKLcNhhh2HhwoVFBp59LS8xiJCDiCOOOEL+53/+Z2TbMcccI7/73e+W3eecc86Rs2fPjmxrbm6Wl112mZRSSiGEHD16tLzllluC71tbW2UikZAPPfRQ2eNms1nZ1tYWfN577z0JQAKGBMzIh8FSH2ZHP5HtScl5lTSMOmkYw6VpjpCmOUIaxnBpGHWS8yrJWLL8sVhScl4jDWO4tK3R0raaZMIeJ22rSdrWaGmZoyLH08fkLKX2ZSn1t/742xmzC+cQtKsJHaNGfULtIzKxVOjYNcFH71/4DC/xCR0/LJsvX/i48XErHr+a6H7xTzfHKXuMuExF51b6nMKfovPrbhwjMkbl0dcJMCVjdjfXM34Nhwfna5mj/Pul8FHnX1daLlix/mrK3Ls1gYzB/Ru/h/1t8d9O4WNIALKtrW2P9UZHR4cEIBlLl7hmPX8AQy5evHiP+yX6jqGo+4vu89D9Hf3N1MV+J8lCm5he0r/57p4fhd9yWO+H9IX/0W1tq0kmE+NlOnmwrEp9JPikkwfLVGKiTCbGFz1LLHNU5NkU1i/FemZ4IE9pmUo/E6L6LX7cKlmsZ3uxX+hTWt6qPT52VNfWlDiHGhl/tsTHonBdS8gUuk/C11Y/45OJ8TKVmBhct+rUlMj1s60m/3rF74HoMfVH6+7ws6W0ro+OSTA/CbWJfOLHiv02Sj8DKtf7Ukr5wQcf7LXuv/vuuyvqm9g/mDBhgrztttsi2z71qU/JO++8M/j74YcflolEQi5dulSuW7dOXnrppbK+vl62tLQEbS6//HI5fvx4+cwzz8jVq1fL6dOny+nTp++VbPl8Xp5xxhly3Lhx8q9//av88MMPg08ulxtU8vbU59y5c+W1114btH/xxRelaZry1ltvlW+++aZctGiRtCxLvv7660GbH/7wh7K+vl4+/vjj8m9/+5s888wz5aRJk2Qmk6lYTimlvOKKK2RdXZ1csWJFZEy7urqCNoNJ3lKcdNJJ8uqrrx4y8vY1bW1te6X7GUvv1bNnqDCoPHlOPPFEPPHEE/jyl7+MpqYmrFixAv/85z9x2223ld2nvzKIL168GN/73vf27AS0F0OoVKhe+dVJmkvvplf3RGSf6HHLx66Hw18qjXNX/QpIcPVvZIGr3PEECiuhcQ+XqGW5lLu+3q7+jnl9BI2FH1ZWGNru3PNLrQwWjWe4fcgbqPx5luovmn+jcKz4eet+ujt+KZkK7ZUXT9gDpje5KkTQpxrj6LiFQ0cKHYe9yCIC+Yuk+v4qdw24+l5760hEfg/9TsWrucS+Zkjr/tD9XdA1POIBGHiI+Dmowr/jwm+pOIGxqkYE34tD68JoKXGVaNjwf7bR37UKFysue66/Kw775P5PtpSuirbT59dzuJT2lETQPnJ8xlXC9vi5y+KS6cHxSrUv0v26TWmvy/i4xz2Eip8bUc/PUn2UyyUUPefQ9Yl765Yhcp2Y9tTV1zR+beNeSqUIVbjyPSyjcoS8TPXzAyJImiyZ9HM8hc6V8WCuwvSliOn+vqyoFT0wefIQfceGDRuwffv24O9zzz0X27Ztww033ICWlhZMmzYNTz31VCRp7W233QbOOc466yzkcjnMmjULS5Ys2Ss5PvjgAzzxxBMAUBRC8+yzz+Lkk08eNPL21Oe7774Lzgv64sQTT8SvfvUr/Md//Ae+853vYPLkyfjtb38bSX787W9/G52dnbj00kvR2tqKT3ziE3jqqaf2Oi+Nzmmkx09z//3348ILLxx08vaGoSZvn1Gp7j9APPiZlIPnTHO5HC699FI88MADME0TnHPce++9mDdvXtl9bNvGz3/+c5x33nnBtiVLluB73/setmzZgpdeegkzZszA5s2bI3GH55xzDhhjeOSRR8rKksvlgr/b29tx0EEHQU2cim+ocuEn0ZK7ZonJl1fkwh93ddYTUuV2nSgK1yq422v3eB0eI1AcUsZjYTkiOsljRsg1PXxCItJeHSsUUlbkyt59otDoxFpTkFvLFw0HKzV5DYVrhWWMEA6VKzX59SIT/Oi1K7j3a3p/juFjoxB2VWIMi/vzCYXVFV0jPS6xMKviEDoe3D88CIEI3zsOhMiVNPJoF37toq9LRhedXyykLCJH+HTKTqpVta22trZu481L0dnZierqagAJVJJMUco8Fi/+Aa699to93pfoG4aq7i/5gh4LfS1QCGkJdGdIL0V1UOE3rw7JQ8+Q0uE3pXSqyr2S8H//hdwuQZUqGTbyhLbFwsAieovphYvS8hRkCoV7RYiFNHerv3oTOtwb43lcxxbnO1P/43YjS1j2Us+YaLhVIDOE0q+h0KjCOBaen+GwNxbT3VrWeMJjFa5VLjwumjNOX/dgMUjko2HAkblK/N4FdG7AIIQ30i58Hf3nSK8MPJXrfQDYvHmzn7ekct1/99139Zj7iyAIghg8tLe3o66uDpXrfgkgV/GzZ6iwzzx5SmWRf+WVV/Dyyy/jiSeewIQJE/Dcc89h/vz5aGpqiqzGDgSJRAKJRKLX7eMrYZHJv5SqRKqU/opYNKdPsaGl+EVCTcwcqPKz4Xj43k14g+lVLNdAeCKmVo09f7XOK9smvJ1BBqt7gQcQ44gn0CyXi6Ds6mvgDYWQN4gHyHKGg8IYxmGQ/ksNL7l/5BjhvoNxUB4qodMu83JXYtU5blBDzLDlj2FwriW8uIqNJqL89UTpay0lB0MeIpaTJ7h3Ivl+Qqfkjx4Lkj17wfbCeQHh+27PjDt9ycB68tx111245ZZb0NLSgqOOOgp33nknTjjhhAHrf6iyv+n+CEz/LryCzgoIGXf9v9WfXmizCOm+kN6VAvqFWEqn2CAc9t4J/SalBARyRcaNoK9SlMnNFfHQA/xnmue//KOkPEV6NfJsK2EwkeGzVkaQ4mWo+DOiZ90S6NiITo/bIeLXx28faeiEvowa6vVzQfZigUR70LCQdpfSA4OfgDtiVCrnkSRQvLChcxKFDPX6ePHrKr3I39prTMJFQY+W8dIKzWmK7vF9wsB58pDeJwiCGCyQ7u+OfWbkKZVF/pRTTsFjjz2G2bNnAwCOPPJI/PWvf8Wtt95adqI/mDKIdzvZlKGX/B6OwWT078Ih9Cpm8Yt9qf7LuYF3J2c4NKg3FE9WUclvp6RcgfyhiWTptcBShh0Wmbzq8ZcoPy5FxwzGodh9v+Qp9nDe5cY9bjjrcX9ZyXX2FaHsrk3BABU34oTHUP09GJEVCrbnOz3yyCO45pprcM8996C5uRm33347Zs2ahfXr12PUqFGVCHHAsD/p/qLfdCSs0iv7m4/rll73FdJjvb9tu28f1Ws9HzSuh7RXEJO9OI6M66TuOpI9tykBiz6NovLs6bgH17Mbg1JcL5ZcyClz+IhcYeN9ee/g7imjn3t5r+zROFV4ffqHSnX/nkF6nyAIYjAxMPP+oar7e5Pco1+oqanBRz7ykeDjOA4cx4nEFAKAYRgQovxEQmcQD1Mug7hGZxCvJIv8QCBD//X0fXdte9uur2Wu9L9Kj1lOnr2RtT/Osb/Ym/Hs6ZhEaX784x/jkksuwUUXXYTDDz8c99xzD9LpNO677759Ldqg50DQ/UPp99NXOmogdF1v5eiPY+7Jcft6PPf1mBIK0vsEQRAHHkNV9w+axMu1tbU46aST8K1vfQupVAoTJkzAypUr8cADD+DHP/5x0G7evHkYO3YsFi9eDAC4+uqrcdJJJ+G///u/MXv2bDz88MNYvXo1/vd//xcAwBjDggULcNNNN2Hy5MlBGd2mpqag1F9vKKQuoskWQfQ9/kp5BSnCOOewbRv5fL7iX6dlWWhvb49sKxe2k8/nsWbNGlx33XURGWbOnIlVq1ZVKMGBC+l+gjhQqVzvA0pvK9yKf52mafZK95PeJwiCGGzs3SLI/q77B42RBwAefvhhXHfddTj//POxc+dOTJgwAT/4wQ8iSfH2VQbx3bt3+/83WNyTCWL/Y/fu3X4ytd6TSqWwevVqbN68uaI+GWN4/vnni/pdtGgRbrzxxqL227dvh+d5kUoVANDY2Ih//OMfFclwoEO6nyAOXCrR+wAwcuRIrF27Flu3bq2oX855r3U/6X2CIIjBgW3bGD16NFpaWio+RnV1tV9Uo8D+pvsHVXWtwYwQAps3b0ZNTc0eZ/LW1Vnee++9IZXFe6jKDQxd2Yeq3MDeyS6lxO7du9HU1FQUtjMQxCsqAeU9eXRFl5deeikS9vPtb38bK1euxCuvvNLv8hIDB+n+oSM3MHRlH6pyA5XLvq/1PtB73U96nyAIYvCQzWaRz+cr3l9KWTSn2990/6Dy5BnMcM4xbty4vTpGbW3tkJu8AUNXbmDoyj5U5QYql72Sldy+Yk8qKo0YMQKGYXSb9JfYfyDdP/TkBoau7ENVbqAy2fel3gd6r/tJ7xMEQQweksnkHnllV8pQ1v37LPEyQRDEUMS2bRx77LGRhL5CCCxfvnzQJnMnCIIgKof0PkHsOT/72c9w6qmn9ns/Tz31FKZNm9ZtsQaCqIShrPvJyEMQBLGHXHPNNbj33nvx85//HG+++SauuOIKdHZ24qKLLtrXohEEQRD9AOl9gug92WwW119/PRYtWtTvfZ122mmwLAsPPvhgv/dFHHgMVd1P4VoDQCKRwKJFi3odDjJYGKpyA0NX9qEqNzC0Zd9Tzj33XGzbtg033HADWlpaMG3aNDz11FNFidmIA5uh+psYqnIDQ1f2oSo3MLRl3xNI7xNE7/nNb36D2tpazJgxY0D6u/DCC3HHHXdg7ty5A9IfceAwVHU/JV4mCIIgCIIgCIIgImzbtg1Tp07F1772NXznO98BALz00ks4+eST8Yc//AGnnHJKyf0+85nP4KMf/ShuueWWYNvJJ5+MadOm4fbbbw+2zZkzB/X19Vi6dCkAYOLEibj44ovxz3/+E48++igaGhpw5513Yvr06bj44ouxfPlyHHzwwbjvvvtw3HHHBcd59913MWHCBLz99ts45JBD+n4gCGKIQeFaBEEQBEEQBEEQRISRI0fivvvuw4033ojVq1dj9+7dmDt3Lq688sqyBh4AeOGFFyJGmD3htttuw4wZM/Daa69h9uzZmDt3LubNm4cLLrgAa9euxSGHHIJ58+Yh7Kcwfvx4NDY24vnnn6+oT4LY3yAjD0EQBEEQBEEQBFHE6aefjksuuQTnn38+Lr/8clRVVWHx4sVl27e2tqKtrQ1NTU0V93fZZZdh8uTJuOGGG9De3o7jjz8eZ599NqZMmYKFCxfizTffLKp41NTUhE2bNlXUJ0Hsb5CRhyAIgiAIgiAIgijJrbfeCtd1sWzZMjz44IPd5uDKZDIAUHGJ6yOPPDL4f533ZOrUqUXbtm7dGtkvlUqhq6uroj4JYn+DjDwEQRAEQRAEQRBESTZs2IDNmzdDCIGNGzd227ahoQGMMezatavH43qeV7TNsqzg/xljZbfFS6bv3LkTI0eO7LFPgjgQICNPhVx44YVgjEU+p512Wo/73XXXXZg4cSKSySSam5vx6quvRr7PZrOYP38+GhoaUF1djbPOOqvIHbFSHMfBwoULMXXqVFRVVaGpqQnz5s3D5s2bu93vxhtvLDrXww47bMDkBnoetzjLli3DYYcdhmQyialTp+L3v/995HspJW644QaMGTMGqVQKM2fOxFtvvdVn8gLA4sWLcfzxx6OmpgajRo3CnDlzsH79+m73Wbp0adFYx1dC+lv23lzvOINhvAliICDdT7q/J0j3D5zMBEH0P/l8HhdccAHOPfdcfP/738fFF19c5EUTxrZtHH744Vi3bl3Rd/Hnw7/+9a8+kTGbzWLDhg04+uij++R4BDHUISPPXnDaaafhww8/DD4PPfRQt+0feeQRXHPNNVi0aBHWrl2Lo446CrNmzYooyq9//ev4v//7PyxbtgwrV67E5s2b8bnPfa5P5O3q6sLatWtx/fXXY+3atXj00Uexfv16nHHGGT3ue8QRR0TO9YUXXoh8359y92bcwrz00ks477zz8JWvfAWvvfYa5syZgzlz5uDvf/970OZHP/oR7rjjDtxzzz145ZVXUFVVhVmzZiGbzfaJzACwcuVKzJ8/Hy+//DKefvppOI6DU089FZ2dnd3uV1tbGxnreHzxQMje0/UOM1jGmyAGCtL9BUj3F0O6n3Q/QexPfPe730VbWxvuuOMOLFy4EFOmTMGXv/zlbveZNWtWSf3x+OOP49FHH8WGDRvwgx/8AOvWrcOmTZvwwQcf7JWML7/8MhKJBKZPn75XxyGI/QZJVMSXvvQleeaZZ+7RPieccIKcP39+8LfnebKpqUkuXrxYSilla2urtCxLLlu2LGjz5ptvSgBy1apVfSJ3nFdffVUCkJs2bSrbZtGiRfKoo44q+31/y93TuMU555xz5OzZsyPbmpub5WWXXSallFIIIUePHi1vueWWyDkkEgn50EMP7bW85di6dasEIFeuXFm2zf333y/r6urKfj8Qsvd0veMM1vEmiP6AdH8B0v29g3Q/6X6CGKo8++yz0jRN+fzzzwfb3nnnHVlbWyuXLFlSdr833nhDplIp2draGmw76aST5Oc//3nZ3NwsbduWp556qlyyZIlMp9OBXp8wYYK87bbbIscCIB977LFI/wDka6+9Fmy79NJLA91DEISU5MmzF6xYsQKjRo3CoYceiiuuuAI7duwo2zafz2PNmjWYOXNmsI1zjpkzZ2LVqlUAgDVr1sBxnEibww47DOPHjw/a9DVtbW1gjKG+vr7bdm+99Raamppw8MEH4/zzz8e7774bfNefcvdm3OKsWrUq0h5QKwq6/TvvvIOWlpZIm7q6OjQ3N/fbOANqrAFg+PDh3bbr6OjAhAkTcNBBB+HMM8/EG2+8EXw3ULJ3d73jDNbxJoj+gnQ/+l1u0v2k+wmC2PecfPLJcBwHn/jEJ4JtEydORFtbG6644oqy+x1++OGYPXs2lixZEtk+duxYvPzyy8jlcvjjH/+IK664Ap2dnbj22msBABs3bsSCBQsi+0gpMWfOnEj/UkpMmzYNALB9+3b85je/wcKFC/fuZAliP4KMPBVy2mmn4YEHHsDy5ctx8803Y+XKlfj0pz9dMoEYoBSQ53lBRnhNY2MjWlpaAAAtLS2wbbto0h1u05dks1ksXLgQ5513Hmpra8u2a25uxtKlS/HUU0/h7rvvxjvvvINPfvKT2L17d7/L3Ztxi9PS0tLjOOttfS1vOYQQWLBgAWbMmIGPfexjZdsdeuihuO+++/D444/jl7/8JYQQOPHEE/H+++8PmOw9Xe84g3G8CaK/IN1Pun9PIN1Pup8gDlRuueUWVFdX93s/GzduxJIlSzBp0qR+74sghgrmvhZgKPDggw/isssuC/7+wx/+gC984QvB31OnTsWRRx6JQw45BCtWrMApp5yyL8QsopTcn/zkJwGoRJznnHMOpJS4++67uz3Opz/96eD/jzzySDQ3N2PChAn49a9/ja985Sv9I/x+xvz58/H3v/+92/wGADB9+vRIPPGJJ56Ij370o/jpT3+K73//+/0tJgC63gShId1PumBvId1PEMSBysSJE3HVVVf1ez/HHXccjjvuuH7vhyCGEmTk6QVnnHEGmpubg7/Hjh1b1Obggw/GiBEj8Pbbb5ec6I8YMQKGYRRlld+yZQtGjx4NABg9ejTy+TxaW1sjK6PhNn0ht57kb9q0Cc8880y3K7mlqK+vx5QpU/D222/3i9xhejNucUaPHt3jOOttY8aMibTRrp99yZVXXonf/e53eO655zBu3Lg92teyLBx99NGRsQYGTnag+HrHGWzjTRB9Ben+KKT79wzS/aT7CYIosGLFin0tAkEcMFC4Vi+oqanBRz7ykeCTSqWK2rz//vvYsWNHZCITxrZtHHvssVi+fHmwTQiB5cuXB6t3xx57LCzLirRZv3493n333YqyxZeSW0/y33rrLfz5z39GQ0PDHh+3o6MDGzZsCM61r+UO05txizN9+vRIewB4+umng/aTJk3C6NGjI23a29vxyiuv9GlWfiklrrzySjz22GN45plnKnIj9TwPr7/+ejDWAyV7mPj1jjNYxpsg+hrS/VFI9/cO0v2k+wmCIAhin7Ivsz4PVXbv3i2/+c1vylWrVsl33nlH/vnPf5bHHHOMnDx5ssxms0G7T33qU/LOO+8M/n744YdlIpGQS5culevWrZOXXnqprK+vly0tLUGbyy+/XI4fP14+88wzcvXq1XL69Oly+vTpfSJ3Pp+XZ5xxhhw3bpz861//Kj/88MPgk8vlysr9jW98Q65YsUK+88478sUXX5QzZ86UI0aMkFu3bh0QuXsat7lz58prr702aP/iiy9K0zTlrbfeKt988025aNEiaVmWfP3114M2P/zhD2V9fb18/PHH5d/+9jd55plnykmTJslMJtMnMksp5RVXXCHr6urkihUrImPd1dUVtInL/r3vfU/+8Y9/lBs2bJBr1qyRX/jCF2QymZRvvPHGgMne0/UerONNEP0N6X7S/b2BdD/pfoIgCILYl5CRpwK6urrkqaeeKkeOHCkty5ITJkyQl1xySWTCLqUqA7ho0aLItjvvvFOOHz9e2rYtTzjhBPnyyy9Hvs9kMvKrX/2qHDZsmEyn0/Lf//3f5YcfftgncuuSg6U+zz77bFm5zz33XDlmzBhp27YcO3asPPfcc+Xbb789YHJL2f24nXTSSfJLX/pSpP2vf/1rOWXKFGnbtjziiCPkk08+GfleCCGvv/562djYKBOJhDzllFPk+vXr+0xeKWXZsb7//vvLyr5gwYLgPBsbG+Xpp58u165dO6Cy93S9B+t4E0R/Q7qfdH9vIN0/cDITBEEQBFEMk1LKgfMbIgiCIAiCIAiCIAiCIPoDyslDEARBEARBEARBEASxH0BGHoIgCIIgCIIgCIIgiP0AMvIQBEEQBEEQBEEQBEHsB5CRhyAIgiAIgiAIgiAIYj+AjDwEQRAEQRAEQRAEQRD7AWTkIQiCIAiCIAiCIAiC2A8gIw9BEARBEARBEARBEMR+ABl5CIIgCIIgCIIgCIIg9gPIyEMMWX72s5/h1FNP7fd+nnrqKUybNg1CiH7viyAIguge0v0EQRAEQRDlISMPMSTJZrO4/vrrsWjRon7v67TTToNlWXjwwQf7vS+CIAiiPKT7CYIgCIIguoeMPMSQ5De/+Q1qa2sxY8aMAenvwgsvxB133DEgfREEQRClId1PEARBEATRPWTkIfYp27Ztw+jRo/Ff//VfwbaXXnoJtm1j+fLlZfd7+OGH8dnPfjay7eSTT8aCBQsi2+bMmYMLL7ww+HvixIm46aabMG/ePFRXV2PChAl44oknsG3bNpx55pmorq7GkUceidWrV0eO89nPfharV6/Ghg0bKj9ZgiAIAgDwwAMPoKGhAblcLrJ9zpw5mDt3btn9SPcTBEEQBEF0Dxl5iH3KyJEjcd999+HGG2/E6tWrsXv3bsydOxdXXnklTjnllLL7vfDCCzjuuOMq6vO2227DjBkz8Nprr2H27NmYO3cu5s2bhwsuuABr167FIYccgnnz5kFKGewzfvx4NDY24vnnn6+oT4IgCKLA2WefDc/z8MQTTwTbtm7diieffBJf/vKXy+5Hup8gCIIgCKJ7yMhD7HNOP/10XHLJJTj//PNx+eWXo6qqCosXLy7bvrW1FW1tbWhqaqq4v8suuwyTJ0/GDTfcgPb2dhx//PE4++yzMWXKFCxcuBBvvvkmtmzZEtmvqakJmzZtqqhPgiAIokAqlcIXv/hF3H///cG2X/7ylxg/fjxOPvnkkvuQ7icIgiAIgugZMvIQg4Jbb70Vruti2bJlePDBB5FIJMq2zWQyAIBkMllRX0ceeWTw/42NjQCAqVOnFm3bunVrZL9UKoWurq6K+iQIgiCiXHLJJfjTn/6EDz74AACwdOlSXHjhhWCMlWxPup8gCIIgCKJnyMhDDAo2bNiAzZs3QwiBjRs3dtu2oaEBjDHs2rWrx+N6nle0zbKs4P/1y0SpbfGyuTt37sTIkSN77JMgCILomaOPPhpHHXUUHnjgAaxZswZvvPFGJI9OHNL9BEEQBEEQPUNGHmKfk8/nccEFF+Dcc8/F97//fVx88cVFK6lhbNvG4YcfjnXr1hV9F3ez/9e//tUnMmazWWzYsAFHH310nxyPIAiCAC6++GIsXboU999/P2bOnImDDjqobFvS/QRBEARBED1DRh5in/Pd734XbW1tuOOOO7Bw4UJMmTKl28SbADBr1iy88MILRdsff/xxPProo9iwYQN+8IMfYN26ddi0aVMQDlApL7/8MhKJBKZPn75XxyEIgiAKfPGLX8T777+Pe++9t0e9D5DuJwiCIAiC6Aky8hD7lBUrVuD222/HL37xC9TW1oJzjl/84hd4/vnncffdd5fd7ytf+Qp+//vfo62tLbJ99uzZ+NGPfoTDDz8czz33HJYsWYJXX30Vv/jFL/ZKzoceegjnn38+0un0Xh2HIAiCKFBXV4ezzjoL1dXVmDNnTo/tSfcTBEEQBEF0D5PhWqEEMYQ4++yzccwxx+C6664DAJx88smYNm0abr/99j7tZ/v27Tj00EOxevVqTJo0qU+PTRAEcaBzyimn4IgjjsAdd9zRq/ak+wmCIAiCIMpDnjzEkOWWW25BdXV1v/ezceNGLFmyhCb5BEEQfciuXbvw2GOPYcWKFZg/f36v9yPdTxAEQRAEUR5zXwtAEJUyceJEXHXVVf3ez3HHHYfjjjuu3/shCII4kDj66KOxa9cu3HzzzTj00EN7vR/pfoIgCIIgiPJQuBZBEARBEARBEARBEMR+AIVrEQRBEARBEARBEARB7AeQkYcgCIIgCIIgCIIgCGI/gIw8BEEQBEEQBEEQBEEQ+wFk5CEIgiAIgiAIgiAIgtgPICMPQRAEQRAEQRAEQRDEfgAZeQiCIAiCIAiCIAiCIPYDyMhDEARBEARBEARBEASxH0BGHoIgCIIgCIIgCIIgiP2A/w8ChGqi1qX9GAAAAABJRU5ErkJggg==", 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TvvzlL+Ooo47ChhtuiKuvvnq8m5ORkZGRkZGRscYj5+TJyMjIyMjIyMjIyMjIyMjIWA2QlTwZGRkZGRkZGRkZGRkZGRkZqwEyyZORkZGRkZGRkZGRkZGRkZGxGiAnXm6IqqrwxBNPYJ111oEQYrybk5GxWkFKiX/84x+YMWMGimJkuee7774bP/3vb+Dkk748ouVmrBnItj8jY3QwmnYfAO644w78+jffxzEfv3jEy87IyMjIGD+8+OKLWLlyZc/H9/f3Y9KkSSPYoomHnJOnIf70pz9h4403Hu9mZGSs1njsscfwile8YsTKq6oK2267GR588A+4884788o/GV0j2/6MjNHFSNt9AFi5ciU23/xVeOSRpbjvvvuw/fbbj2j5GRkZGRnjgxdffBEzZ74cS5f+recypk+fjiVLlqzWRM+ECtdqt9s444wzMHPmTEyePBmbbropzj33XHTioe68805sv/32GBgYwGte8xosXLgw2OfSSy/Fq171KkyaNAk77LADfv7zn3fVtnXWWUf/VQAo8yd/8mdEP8oU2fdsZHDdddfh2WeX47R/OxDzTvtYR1uSMT7Itj9/8mdN/IyO3QeAK644BZMm9eOYY/8F//ZvHx3x8jMyMjIyxgcrV67E0qV/wyNLrsPf/vqDrj+PLLkOS5cuHZYSaFXAhArXuvDCC/HlL38ZV111Fd7whjfgvvvuw6GHHoqpU6fimGOOiR6zZMkS7LHHHjjyyCNx7bXX4vbbb8dhhx2GjTbaCHPnzgUAXH/99TjhhBNw2WWXYYcddsCCBQswd+5c/O53v8OGG27YqG1Wpi/0Z/WCYOckkQfCEwl0b9aE+zKS4TCDg4OYP/8kzJ9/MP5ln1m44vL/h5tvvhnvfve7R6yOjJFBtv1jC5E4jzXBxqwKSN0fYPW8RyMdBvn888/jk5/8Br7whWOwy9u2wWav+Vf85Cc/wS677DKi9WRkZGRkjB+mrD0JU9ae3P2BVTXyjZmAmFDhWu9+97sxbdo0fO1rXzPb/uVf/gWTJ0/GNddcEz3mlFNOwc0334xf//rXZtv++++PZ555BrfccgsAYIcddsCb3/xmXHLJJQBUCMfGG2+Mj3/84zj11FMbtW3ZsmWYOnUq1OxT9w6JgACEAFDovwv1t6DZ4RjakLICoB9GWf9QWueP72frE6IFoIQQBQToO3QbvLKcupq/DHSc1Meo7/Y8pGyr8vhjp68LwJxb3iZTZuz8OOqEafXHNK5XSkjIjveTrrE9xW5Ec0XyGHtfKkhZQaKClIP2OZEVJNpBeXWDBlUZ1dXFMykrfW3s/ex9ACIBtPHss89iypQpPZbh4stfPgFf+MJ3sfiXX0erVeLii7+Dqxb+Bx544OFRyf+Q0TtWV9tv7QqzFYCxFyGsrTfvFqDer7qBsLZLpk4hIFA6dr8QLf1uq3e8zr7wfse36XybQts9xrGbcVtvbSYQs3fR/sfr/4ZDdoT2Pm6rub2lNvj9gT7IlOOfm3udrV2l7cLZx94b4T0fdP2ragih/R+ybZOe/Wdtc/pBp+3xZ1OIIrwXifvb2/0YebsPAJ+68Ah89zv/hXt+9mUIIXDOOVfh9tvvx0/u+mXOq5WRkZGxioP8sr89+T1MmbJWD8cvx/rT3jfifc9Ew4RS8uy00064/PLL8dBDD+G1r30tfvnLX+KnP/0pPve5zyWPueeeezBnzhxn29y5c3HccccBUJKu+++/H/PmzTO/F0WBOXPm4J577kmWu2LFCqxYscJ8X7ZsWcf2xwbSnBBQTncLRTGgHe4WCtFCUbS0o6ccQCnb2nmrUMkh5cwZksQ6XNwBk+Y3TgwVEKJP19GPsuhHWQygVfSj0NtL0acdytJrtyqnMo6+TxyEkKx9lRxEWw6hqgZRySG0q5WQ5t9BSAyyNpYQogUh+gKHlw80AkLDgB9TmmtDxym0PYfdHhPWy87Jd6ShrjFvdyEGIEQLZdGPomihEH0ozX0tHWe+DnT/C942dl+IvGnLIVRyEJUcxFC1Eu1qBapqCO3qRVRyCFW1gl0f9QzwQUOccHIHF52eyaoagpRDqOQKSDmk2qafkYmgEnjhhRdw3nnfwOc/fzRaLXUORxzxHiz4/A24/vrr8YEPfGDM2pLRGau67Y/BIYKFCk0pigFDsMeIFrL16t0agpRkJ/X7HCWHFLErZFu9Y6KEEH0oi8kQooVWOQllMYC+chIK0YeWGNA2qk+3U9tKTcJXury2HFLf5ZCqRQ6aNlbcLut9bH81ZO2QHIIUZBds/0fXwNqZkFTw+za/D5ROH+BCyvhvIbHi2r1UO2wb7H0xdg8VI9Rs3y5EYYg1W77qDwqnXiLgSpSihRJ96m/PPWtD3Y8huQJtOYih6gW05RAGh5ajkkMYaj8PyEF1XaR+DtgEBH9enH8FPY99zrNZCFs/vwd0DaCfTXMN5MRQGT377LP49IXfwje/Nd8QOscfvy++dOmNuOWWW7D77ruPcwszMsYXVVVh6623xgc+8AH827/9m9n+i1/8Asceeyx++ctf4vnnn8cDDzyAbbfddszb98gjj2DmzJm48sorccghhwAATj31VPz4xz/GvffeO6J13Xnnndh1113x4x//GLNnzx7RsjMyxhsTiuQ59dRTsWzZMmy++eYoyxLtdhuf/OQnccABBySPWbp0KaZNm+ZsmzZtGpYtW4YXXngBf//739Fut6P7/Pa3v02We8EFF+Dss89u3HZnYEszRWyGKzbwjTl/tF050oMo0EKFIVOcnYTiA/YKAgUqDJl91L+FU09hnDdF8LSKAQiUiuhhTqBynvsg0bbOvGhA8sgKlSC1DmtmBVRiCFKG5IK6Llr94jne7BKq85aARGnOz4Uldxwyhd0KdVwF1+F167XXVO3L63UGW/x44Q4UiOApjNNcOsRNHQTUvqodZXBfpGwDQhFBQwBKUUHqj5qNLfTzQ9fNH8DE2+A/I3XPpIjcx0ShsRs1JvjiJSdg+vT18N73WXn+pEn9OOOMgzB//knYZ5990NfXNy5tywixKtv+pvDtcUytAWbf1W/6XY7afQUpAYEKMvK+0TtdipYheAzJgwjJI4jkqSAwCCnaaMsSUraNDZCijQKW/GiDzPwQBApIGdohVRG3RZbgoX/96ySFJnTY+dt+rdJ1pcmcGAnk20FOMqXUl9QO1b+q69nWhJNABWmOcUkifwInRu5QnbwvLtFCgT4Uwp14KWQblRg05RP51i5akFUVXm97ZPC8+JMk/Nr4xBv9Rn6I+2xOPMn7pz/zcWy9zaaYM+eNZts667wEp5z6rzjttGMwd+7vspIzY43Gt771LTz22GM4+uijzbbBwUHsu+++mDRpEj7/+c/jJS95CV75yleOYytdHHfccViwYAF+8IMf4D3vec94NydjokDK3sYZEyeIaVQxoXq6b3/727j22mvxzW9+E4sWLcJVV12Fiy66CFddddWYt2XevHl49tlnzeexxx5rdqAnBRZwCZ/hIzZQD2XfTcODisgj0ElxovYpnU9dnXUzrqa8iGy+KZzBkzcIEuAEh0vI9FKHleFbhVAndEPw2PrK4D6YwUIylMorj4Vd1RE8IwPvHtN7MA7S+GXLluHCT30T55x7WODMH3TwbiiKAl/7WrNQnYyxwWph+z10o2roxh51a7tqy4I7kE/ZFlL0xVSfyp6WQXkuAUD2x1U2uja7NB/nd0ZSu/1E4dhz37Yb288/nLhI/l26H7htSIe7VbWkk0/w2HNkCs6YzY9s99ucRHKfQv0W/N65TF9pZbaz571jePAo4amnnsLFC27AeecdBj8s68gj98LTTz+D73znO+PStoyMiYLPfOYz2H///XUYssL//d//4Y9//CNOPPFEfOQjH8EHP/hBrLfeeuPYShfTp0/HXnvthYsuumi8m5IxkVBJlV+n68+aQfJMKCXPSSedhFNPPRX7778/AGCrrbbCH//4R1xwwQU4+OCDo8dMnz4dTz75pLPtySefxJQpUzB58mSUZYmyLKP7TJ8+PdmWgYEBDAwMDO+EvJlVpejRjqDhfty/zWxpg/CoMCSJUMInH2jW1UeFCmUQqtWZlJFohyFeEQc3zPGgc/I44QedkWq/Q974BE/y+vjnomaLOznNXMKvDrQy/k55i+je1rfDXlNS7MSUPNLJgdE5lK4uN5DfrlQ76Zm094GdO8vRMF7OPcdnLvo43rDlqzB37puD31qtEmeffShOPPFLOPjg8zB5cg8J2zJGHKuD7RcQIbGjZDb6z4qpCdU709RGhSDbqxU2KLxcLPHyqho71cTuJ4/VdXPbUAffxgjhE0dl1K6F1ysWhtTJlntEkPN3mkCnPsa5V0Jdd2X7uoPfxgpVkmKJXU8bPuWGs5nydYtsPcovCPox8xuQem6CEDo63uRhCh3m6PswyvjkJz+KXXfdHjvu+Ibgt8mTB3DGGQfjjDNOxPve9z60WhPK/c3IGBM88MAD+OUvf4nPfvazzvannnoKALDuuuuOQ6uaYb/99sO+++6LP/zhD3j1q1893s3JmAgg0qaX49YATCglz/PPPx/MvJdliarmZuy44464/fbbnW233XYbdtxxRwBAf38/3vjGNzr7VFWF22+/3ewzFvCdHeuUsTAcuM4+38dH6MQm5P/RtkTq8pw77mCHiXy7Q9wxtOg8Ixknd2LH+TO9Zl+m5ulUT911t2VbuEmmEfzdLfhALDVY8gdrJl9FlwO1FKGj/m2zAUSbEVoRBMlVEXwfCwLo6aefxoLPx2dyCf+yzyy87GXr4pJLPzHq7clohlXd9psBtf7PBSNCA/VDmhhvBm7PCl23l8sGKoeOb+8l2qHdT9j6JpMOIWySYgHBbHaoukkhFkqVPrbwPjGkCW+nXq4Iiqh5BDr1JbysZvsBkX6Y2fR04mu/kBixUnr/1h1eObY+pdxJEUL8+R9L0v/RRx/F5Zf/P5xz7oeS+xx8yG6oqgpXXjkvuU9GxmjihRdewOabb47NN98cL7zwgtn+t7/9DRtttBF22mkntNtpeztr1ixss8020d9e97rXmZUlU7jpppvQ39+Pt73tbWbbIYccglmzZgEA9t13XwghnPw0d9xxB3bZZRestdZaWHfddbHXXnvhf//3f4OyH3/8cXz4wx/GjBkzMDAwgJkzZ+Koo44yy1T/7W9/w4knnoitttoKa6+9NqZMmYLdd98dv/zlL2vbTKAcfN///vc77vuqV70K7373u/Gf//mf2HbbbTFp0iS8/vWvx/e+972Ox/7kJz/Bvvvui0022QQDAwPYeOONcfzxxzv3C1DXbe2118bjjz+OvffeG2uvvTZe9rKX4cQTTwzuYVVVWLBgAd7whjdg0qRJmDZtGo444gj8/e9/b3TuGQn0pOLpkRhaBTGhSJ4999wTn/zkJ3HzzTfjkUcewY033ojPfe5zeO9732v2mTdvHg466CDz/cgjj8Qf/vAHnHzyyfjtb3+LL33pS/j2t7+N448/3uxzwgkn4IorrsBVV12F//3f/8VRRx2F5cuX49BDDx3ZE3AGlYXZZh0dcvbbjgNu/23bT81gPZwF7aAQiZAPrsNoZ2H59rpZX6f8yMCAEjf75FUo4W/W7jRKj8TxHfxYHc2d7lRoHEDEHbXRXlf/ujW9jur42LW0z0cwWGugcKJ2dxPmYYmrdjDA82eOJ0KyTcL5F3wMb3vbNth5562S+xRFgXPPOwwXfuranpPqZowsVnnb3wjc9oYJhGMDaxd177C3vcZ2dmOPekU3RJUTCtaA9KF9+THNSB/3mGZti08kOISVkWqRUnX4qCP3TZ482P6AFl0w991ZUWsY7Qj8BepvyGdQ+RAmQh9w9tlH4b3v3QVbb71pcp++vhbOPvtDOPfcq/Hiiy+OYesyMhQmT56Mq666Cr///e+dpMcf+9jH8Oyzz2LhwoUoy7SPeuCBB+JXv/qVs6okoJImP/TQQ/jgBz9YW//dd9+NLbfc0slJeMQRR+C0004DABxzzDH4xje+Ydr2ox/9CHPnzsVTTz2Fs846CyeccALuvvtu7LzzznjkkUdMGU888QTe8pa34LrrrsP73/9+fOELX8CBBx6I//qv/8Lzzz8PAPjDH/6Am266Ce9+97vxuc99DieddBIefPBBzJo1C0888UTHazd16lRsuumm+O///u+O+wLAww8/jPe///3YfffdccEFF6DVamHffffFbbfdVnvcDTfcgOeffx5HHXUUvvjFL2Lu3Ln44he/6PgfhHa7jblz52KDDTbARRddhFmzZuGzn/0sLr/8cme/I444AieddBJ23nlnXHzxxTj00ENx7bXXYu7cuRgcHGx0PhkRZJKnFhNKr/rFL34RZ5xxBj760Y/iqaeewowZM3DEEUdg/vz5Zp8///nPePTRR833mTNn4uabb8bxxx+Piy++GK94xSvw1a9+1WGz3//+9+Ppp5/G/PnzsXTpUmy77ba45ZZbgoScIweuJpk4DxIPDTPbTNrMxDE9OK0pB9UOZrhDGJ9ZHW5CR1fWr+6DQAEIXnY3ZE8adF1DNVTnEK36ctu1s8BN781I5PDgZGSHyvQffu6i0cdjjz2Gr1z2A/zkp5d03He33d6Czbd4JS767DE45+yFo9+4jFqsPrZfIR2qEre3nRV4XbzDOkTM2KWOysR6JWcdhChqCSUXPMm9Pj6Ra0bZTjdkyw8zioUd9R7+Fpbh1tNmyaRjZVeg/mQ4YW8pVD0pqTph5Of4xitc93e/+x2uvfY2/PJXV3bcd9/9ZuPCC6/Fl758Ik44vnNfkZEx0thhhx1w8skn48ILL8R73/tePPnkk7juuuuwYMECvPa1r609dt9998XHP/5xXHPNNfjUpz5ltl9zzTVYa6218L73va/2+N/+9rfYYYcdnG077rgjVqxYgfPPPx+77LIL9tlnH/PbSSedhPXXXx/33HMP1l9/fQDA3nvvje222w5nnnmmyZs3b948LF26FPfeey/e9KY3mePPOeccSK0u3GqrrfDQQw85qt0DDzwQm2++Ob72ta/hjDPOqG07ALz61a/G//zP/3TcDwAeeughfPe73zXX5MMf/jA233xznHLKKXjHO96RPO7CCy90Qvk/8pGP4DWveQ1OO+00PProo9hkk03Mby+++CLe//73m7YfeeSR2H777fG1r30NRx11FADgpz/9Kb761a/i2muvxb/+67+aY3fddVfstttuuOGGG5ztGRkjhQlF8qyzzjpYsGABFixYkNxn4cKFwbbZs2fjgQceqC376KOPdjLJjzXI+VEzX2omF8IbOOscLH74T53Dah1itbKGoDIkwGcVgxAcqJWwShRmO18uu8lsbywvT3Q/J1dArNwwybBFXTvc1Z8I/t881xE/Nl1fRCnFVthSAzi9rxQOcTRSq42o/AxFkugJ1DUNBxZNBkHmehExFvndzOYyNY918MdHIHjOOUdhzz13wrbbvqbjvkIInHfeYXjPnvNwzMcvwktf+tIxaGFGCquj7edJ96WwOVtiedi6g1W+qPeY2aVghS2m+oNW5QltP/QS2bEQoc7nVnqEOTvez9dCSX6d49NJkN1zc79bW1xFj6NjYhMGQR2RULDk+TLCiVaW8o+py8vDky53AuXJq2TbWWGLk/ph/8zvs7bFTi4e/3yK5HXxkfRHfIJtHPOxnXHGkTjooLl4zWte3nHfoihwzrmH4fDDPo3DD7sA66yzzhi0MCPDxVlnnYV///d/x8EHH4znnnsOs2bNwjHHHNPxuKlTp2KvvfbCt771LVxwwQUQQqDdbuP666/H3nvvjbXWWqv2+L/+9a+NEyr/+c9/xuLFi3HyyScbggcAtt56a7zjHe/AD3/4QwAqFOmmm27Cnnvu6RA8BAqd57nu2u02nnnmGay99tp43eteh0WLFjVq03rrrdexzyfMmDHDUQNPmTIFBx10EC688EIsXbo0mZuPEzzLly/HCy+8gJ122glSSjzwwAMOyQMoYodjl112wTe+8Q3z/YYbbsDUqVPxjne8A3/5y1/M9je+8Y1Ye+218eMf/ziTPL1C9qjKGaGx2kTHhArXWlVR79wUVt0QiZVP5WiIhVUBcTKj3kkLiR6/fiP/joTm8P2aEBg8PIuW4nXq50lHdZ6GJqgNX2PKKV/GT3/7v3VTvlNXtL1hSFrq/sXQ6drSfal0Ho2KPSM8fMsvJ5aMuu48OOHo5ItiIQF+ck9TXs3wZizw0EMP4Rvf+E+cdXbzMJxddtkaO++8Fc6/4GOj2LKM1R2NB7dB2GzvxLBvyxxSAxQ+E+ZeU7+r7WRP/O38e7dts/vHkyY7H1otsDY3Thm1YXUrTvlkSvR79FjblsL7T5URTiqkSKYRI/tl21HxSHbPjE1mz5FVj8XD2hSaKVidfEDJ/DyR8xzjFRUXLVqEf//3e3D6GWEoRQp77PFPeM1mL8fnPn/sKLYsIyON/v5+fP3rX8eSJUvwj3/8A1deeSV4HsEXXngBS5cudT6Egw46CI8++ih+8pOfAFAhVU8++SQOPPDARnXLhqv9/vGPfwSgcv342GKLLfCXv/wFy5cvx9NPP41ly5Zhyy23rC2vqip8/vOfx2abbYaBgQG89KUvxcte9jL86le/wrPPPtu47al8iz5e85rXBPuSUoqHmvl49NFHccghh2D99dc3eXYoZ5HfzkmTJuFlL3uZs2299dZzcu08/PDDePbZZ7HhhhviZS97mfN57rnnTNLrjO4hZNXzZ03AhFLyrE5wlDsOyLlvO4qJbkPaax1jpgZSbaggvLwPUtCsbqFbpZQj9LfaNz5I6BbxhL3NEmDG62dLjXsET8cZYe/a+PU0Ip1EoQg72YYUSpklxfCde/s8KIUUvyfBvpHQsDTSRE8nRQ//288Z4g4qoJ378eGN588/Ch/84Dvx2tdu3NVx5573Ybxtl4/jhOP/hFe84hWj1LqMNQbcoUyQ+lyZF1cZ+kU2+b1t7ZLpYyIKTlFvn+oUnHW2k9dlvut8LULbhZQCBkBg5yq414Xq9hU6UaVhROUTs+0pZU3K5lI7SE2k/i1BK2w1DU1ton710SmczpKGVaCojClbO9YX7QtrCDyqU7B/pU26PZo5e/7t3z6KI4/aCy9/+cs676xBSs737n06jv7YZ7DBBhuMWvsyMlK49dZbAaiQn4cffhgzZ840v11//fVB7jgiZ+bOnYtp06bhmmuuwdve9jZcc801mD59uklMXIcNNthg3JL9nn/++TjjjDPwoQ99COeeey7WX399FEWB4447rnaRBY6///3vo6q8brfbeMc73oG//e1vOOWUU7D55ptjrbXWwuOPP45DDjkkaGdd/iRCVVXYcMMNce2110Z/90mijC6QV9eqRSZ5Rhy+JFxAogBE5Tj95HA7S6qzZbwb5T/h9ZjjABgHuXNIT4UKgpEKdt/ELHCX4QXu8W2PFGhO9MSQmk31lx0Prk2Qm6d5faqMIbbVU9GwUAhF1nR3XjGix55LmMw6rRqyIR3830Zt0KRj6hiT5JPq8wazXNkwFgk5X3jhBVx//R347e+u6frY7bbbDLvssjWuu+46nHjiiaPQuow1Fk7oFIVVAcoOFtF3rBOZ4xPc9p0v4dolWHsUIYQrYZfr7jbvWkdyOKb0ixIsShkTI1UKFIboUW1uByRTKoebb//9fX2bHFs63W9vIYFK23Yih6SssY/EdSTsf+y+U0gY2X//eK7gpH+JvEujB0JJhmRa2MdEEu6PsYIHAJ588knccsu9uHLhqV0fO2vWttji9a/EjTfeiMMOO2wUWpeRkcavfvUrnHPOOTj00EOxePFiHHbYYXjwwQcxdepUAIrISSUILssS//qv/4qFCxfiwgsvxE033YTDDz+8EeGw+eabY8mSJY3a+MpXvhKAynnl47e//S1e+tKXYq211sLkyZMxZcqUIBm0j+985zvYdddd8bWvfc3Z/swzzzQmbpYsWZJcXczH73//+0D589BDDwFQq2/F8OCDD+Khhx7CVVdd5SRa7pSsuQ6bbropfvSjH2HnnXd2QsEyRgCVVJ9ejlsDkMO1RgEd5fsd1BO+goL/G9bV/S0c7dVVYtLuNGHlLgHcK1K5FYLvPZBJseNS95jOc6yucR26CXNI1cFDAuKhWvr7GC6T7oNmVjbYYEpPx2+wwRQMDQ113jEjow4dBrnuanxse/Au17/bacKiCN6/2PLb/LfRslMxWxELpfJ/T4GTMLH9mua7SYWv0rY6FU8RIYPoFwBMRTWySK2EmdoHaGaHm1yvmC8ykUDLFPds+9fPtj9j7DE4OIhDDjkEM2bMwMUXX4yFCxfiySefdFaG3GijjTBnzhznw3HggQfi73//O4444gg899xzHVfVIuy444749a9/jRUrVnTcd6ONNsK2226Lq666Cs8884zZ/utf/xr/+Z//iXe9610AVJ6rvffeG//v//0/3HfffUE5pEAqyzIIFbvhhhvw+OOPN2r7s88+i//7v//DTjvt1Gj/J554AjfeeKP5vmzZMlx99dXYdtttk/l4iCiTzqS8xMUXX9yozhj2228/tNttnHvuucFvQ0NDzrXN6BJ5da1aZJJnzBBKn51BtEeENFlC3TisSSKDjFW4NG8Yy5/OzdALYuSUO9tqQ3t6IapsTocCgXrKG0zwBJvNEA8t46FhuiK2f3O5flM0uSdSthPhcCGaXOdGUn6qryYEb1zQq6FfMwj9jPGAEAH54xL5DUN8atSKIbHtJ1+O1RuC52YbUfLHUyCpNhaGVPHzp/G8OLSNH+fv55Qbs/3sE+ybyOvjl+VsQ9F1n2InITqvlhjzA2L2n3LeOYmQafUFhNfNPdcy2CdoT2KCKfoMxQjOsVT29OzkZ+OfMfY477zzsHjxYnz961/HOuusg6233hrz58/HlVdeaZIZd8J2222HLbfcEjfccAO22GILbL/99o2O22uvvTA4OIj/+q//arT/Zz7zGfz1r3/FjjvuiIsuugjnnnsu/vmf/xlTp07FWWedZfY7//zzseGGG2LWrFk4/vjjcfnll+Pss8/GlltuafLYvPvd78add96JQw89FFdccQWOOeYYHHnkkXj1q1/dqC0/+tGPIKXEXnvt1Wj/1772tfjwhz+MefPmYcGCBXjrW9+KJ5980lmVzMfmm2+OTTfdFCeeeCLOP/98XHLJJfjnf/5n/OlPf2pUZwyzZs3CEUccgQsuuADvete7sGDBAlx66aU47rjj8MpXvhI/+tGPei47Y2xw1113Yc8998SMGTMghMBNN92U3PfII4+EEKJ2IZGxQiZ5RhOiAASbXdXyfStzbmsnzpVDd7O6lqnKd5YTqyLRv/bjEgkOsdCh3qa5BdyEvaT88B34eufdqTfl3CM8Nty3cPbtVtljjuHHRXLXNEXsGjvEGLsnUtpk1jwBswt/MJAgAmtefaPc4R+PkKxF5JqPCbKjnzEhULBPGn5S+vh71czGRu1SkDCdtrqkfsUUPSOx/LclHfz3qrOSxw8vLZx+QRMTXj63GBnjlxfb326zYWPJEGCnbaWjHDUhZQk70qt61Ic0dyp8VsL8aC4pZTZH+shoXRF1WUAomUJ5DqDOz/2oIBP8GasIFi1ahPPPPx9HH300dt11V7P91FNPxZvf/GYcfvjhjZUdFE7UNOEyoFZ02nrrrfHtb3+70f5z5szBLbfcgg022ADz58/HRRddhH/6p3/Cf//3fzs5hF7+8pfj3nvvxT777INrr70WxxxzDK6++mrMnj0bL3nJSwAAp512Gj7xiU/g1ltvxbHHHotFixbh5ptvxsYbN8uleMMNN+Ctb30rNt1000b7b7bZZrj++uvxwx/+EKeeeioGBwdx/fXXY+7cuclj+vr68P/+3//DtttuiwsuuABnn302NttsM1x99dWN6kzhsssuw+WXX46nnnoKp512GubNm4c77rgDH/zgB7HzzjsPq+w1GmOk5Fm+fDm22WYbXHrppbX73XjjjfjZz36GGTNmDOesRgw5J89oIRLe4/gTJn9LZeL3TZLJDjkPeoFPHPHtFSoUXn4I2o8TCXVS9midsp0YNLiOdDdOsK/OQQdix+QXkLDXuyNi7Sk0R1exfQr4OXmEdy/5/e0GsbwI/t9+GJXdp/QGJcNzujlJZ5ZOp5wMZiBXuMv2iiIcCDRc0aFn9CrBHO12Zay2CBLOBrbD2ggA2u779okf1/z5tflqKv8H9UzzPgbKlhcOia+WU08RvjFb6SRAZkuZh8cQma+TLnNSRIc9pZYVp/6P/qX8POo3nbcmkncndV2SpFIi/CqmuJFQuXIKWaDNzt9C3+cG9r5uIoag7pWaSEmrOMMQWrV8OrV9ePl40mqz2PYOz/1oo2fpfbb9GWOL7bffHoODg8H2sizx85//vKuy+vv7IYTAAQcc0NVxJ554Ij72sY/hoosuwrrrrgsAmD17dhBKRXj729+Ot7/97R3L3WSTTXDVVVclfx8YGMBFF12Eiy66yNl+5513Ot9f9apXBW1ZunQpvv/97+O6667r2A6Od77znXjnO9+Z/D123ltssUU0B4+/38KFC7Fw4cJgv7POOstROREOP/xwHH744c0antEM5Ov0clwX2H333bH77rvX7vP444/j4x//OG699Vbsscce3bdpFJCVPGOBwMmMKXXCQbz/d7J4b/YydVttfSQLj63QMRqx90QMcISO7nDIiJQyJ/69O4m9X0/jJWi7vI58Rj12vJrBHd6KZ52VTrbuRqodVUhPbRlxSNnbJyNjTBGzh72j3m6G9sJPyD9adXebdJ0TKzGCmitp3OPiIVl1iiH/e6cJjGjbzASD3x+M3PV1lrs3tj9Wfn2dI0H0N6ln3NCr7c/mP2MVhZQSX/va1zBr1ixssskmXR17wAEHYJNNNumoSphIWLBgAbbaaqvGoVoZawiGqeRZtmyZ82mSqyrejAoHHnggTjrpJLzhDW8YyTMcFrKSZ0xRALTUNqSe8FMrrQiw5WJTM7QMfgJJf2aVZk39MSxPDExun5RtVEIpdXxZP0dqSW8+21ibeFhWcJODppNpcjVTcG6erL4uXwXNOktZOauzxMpMIaasUscrdZa9l2x2tYb3iM3O8uvFr3M0nCsSUhd/VsLwhdT58DL868mVQub8PGJyPBIuB8hKnowJAnofFNERVzVwtUoznrRMhxOhgESp6ykQG4xz2ySlWmGrRKlsJLONPJwrZsc7LaVu97O5YTgJ74Q7eaoZ+puUM2ST+Gpb6nqVSbKKbLm7sqJr21K5eKg9UVJEAkIo1WsF//oL1Bl9v9xUfxNT1bpNcCdoYvmd/Hx3ney+yd0HWpK+QmwixA0j5jaT6hLhb2Oh4ASykidjjcHy5cvxgx/8AD/+8Y/x4IMP4vvf/37XZRRF0XElrImGujw6GWswhrm6lh8qeOaZZ0ZVWJ1w4YUXotVq4Zhjjum+LaOITPKMKGKSZQDQEn1ySqXUZI91prhsv6lKo26m0i2jrfwsQzC5yZ6pHE4u1CXe9EOJgt8Z4ZM6Fzc3gktEJI9JXF9nABHJPeMQPb7T34Wqh3JaKvKsre+pXSJZOckjA59Qo5lcJ1l2jaqn2zwM9eoxnhic7m3EqJo69EBBFBB+rojRRCUzyZMx7uCEpwrTJaJHE8LG7pZsYG3RKa9XZ0Iapi4iY1NJ/dWS3SWzK90rNQoUkNFVp9SvqWM4wROE2GoinNvrGNETA51DQOp78HPxhIRTOFkQTsbo5dTVhmgd3YY5U33KOyhAedh43qQgn57kBA/V3aneEmllDvkm7qIQluAnuAQP/e3b/Ni2EUWvJE82/RmrGJ5++mn867/+K9Zdd12cdtppeM973jPeTcrIGD/0Ormrj3nssccwZcoUs3lgYKDrou6//35cfPHFWLRoEcREiWzQyCTPaCBwrpSzFMvLQ4mXIaBnClOFdnYUXXVKfRiOyQOklUSq7jIgd4zDnHTiO4PPNtq8LfFcCPSvneUG/Flw7lzHZf22bJO/wcuVE+bYSYUGhIoaO2s+lHRe07PM4XmnCLXUdicBs0fmpc4j3pYmM/Iu+WNDCysY1st51sYxAlT2aOwzMkYECdI9OcBtA/QOynqCu1OdnHwWEJCsI+Fhum5+HhfdEDyNbIcQevBfRtQ8EVtLLTKySNQSPfzc3GppVUmbu8dXbAYhX569D/aTpHQpIYQimAQRP7JwJ3E6oC4Hkt+usD92yTq+UINh9yLqVn6eXEFWD//3VJ82AZzarOTJWEMQy1eTEeKRRx4Z7yZkrAKYMmWKQ/L0gp/85Cd46qmnnLDJdruNT3ziE1iwYMG4PouZ5BlzaCm9lJBCQmh1hJSuAxYiTdykHF7fEee5f8jhd2dQ246DzMF/Gz64I91slavUtXHk6AgTafqyfiJ8/CTXttw4QWKvMQAzm2zJO4vO4VopOO30ziO1VLpZnS1ChKVC2uqd+3hYiVN+7HhPkTXmiTczMiYAbCJm/S4k3zVlz+OJbpsiZjO53eD23usHhCJQKgBFENKbGMx7fQNNKgBD6fZ5ak0Bm/9GMPLHqYeTPTVEj2lDBH5IVyo8y1lRi1RFrB+xpFJpiR46pyDxcpGewEicK8FX0ZasDH8ZdT5pEiRfFlxR4ytlLdFl7Xl9n+4m97dl2HPmJ+k/87kPyMjIyMgYRfQ6uTuCuWcPPPBAzJkzx9k2d+5cHHjggTj00ENHrJ5ekEmeEUZ6Vquzw2NyI3QIh+rYhi5mhM0AnochjSYSOSUA64jz8Crnd490qVWpsEGBcvbdMrlKKCCOuiCclApq5B3ZesItHLj1Xk+HZ9KpS62qpTeYfSbETC6Qc/JkTDyItH2oCzmi33uvM5KTR4f8lNA2RYTdv58bzBQ5AgR/ncLQV186+0lLcHSrdorl7omuqBUhYYh08UklThw5ZPoI2EGJNstLZEP5qM66xPwWcaKpcRsSSh/TF9SG6uqvox2e5SOHa2VkZGSscRBVBdGD/e/2mOeeew6///3vzfclS5Zg8eLFWH/99bHJJptggw02cPbv6+vD9OnT8brXva7rto0kMskzUgjirNzQI/XFd74rqOS9LB8PI3ps0Z3JDP43D3WyTikleNYx9oIc/g65WvjsH0vQ3AlRIsKXxAueC4GdRxAKwAmykJCxoQBhwkxDyLDcPDzhcqrsaIJMFvKlynOP71XBo46NJUplORdMboTYajnu8ukcTXMOKcQHEH4+hljSzQmBTPJkTER4ual4onabL80luUN0GrQXnt3UdilQYljU57VJv0d1SY+d/XQCYDf5r5s82lfNAEDlhGtR/1M6CsxUH+QrfFLn6Ofi4edG5fPthVTtonxBivhxy+NmxOnbGhJaHH6uJOc3tMNQXhnvH100V9Y0zgtowq/HGT2TPNn2jyeqqsITTzyBddZZBxMtl0VGRsboQUqJf/zjH5gxYwaKYhh9SK+r5HZ5zH333Yddd93VfD/hhBMAAAcffDAWLlzYff1jhEzyjCL8HDMATL4E5SwK7fBXcHLPkOIf3FHt/iVIzXr6iZelaKsZrTHpY9UsIw/VSrXXDWMIVTzucrmuI8+l70R0xRJxxso2f8fCCAQgpcrnA6lXsxlBJze22pfv6JskzDI+eIuuvNa0/kg4mFXx2Bao55Y/MG5dI6Ey6hZCVhA91Zsd/YwRRJP3zRDC6fe8HvH3zYaRqpBgQ4wIMJuv87DBhmx1Cz98iXIKOWGvIq3eEboP4ImJyf47ZI/ul9xkx2n74i8ckFKE8jq5isffzhqMQkJdN+qfhe3H1AY/ZNWtMxVO3AlStrXND5Mth7bZJZi6JeH9ROCu/a86qFY1iVSjXhstKNvfy5HZ9o8nnnjiiWB1m4yMjDUHjz32GF7xilf0XsAwEy83xezZs9FNLqyJkhMqkzxjhIDAgF5aVCg1j3IQ24AXix9beSUV6mTyBch4UsxOq7bUIdaWjsd4hA0pi+g7b3uw3VsO3nfyYytqcefdB80+++VHy/bK9M/HzeMTLlPfFPH8OuHftK9EOzwmeU89oqcmFM7J6eDV7yqytBrBJPgUzkzucEIMRwQ9K3lGvikZazr4u8AIfu9hU3YEjm2k7QpdJEP2JxPAVUPhexFTcsZsTKc64bXdqlo8xSZcdQsRPCk1aoHCIXr8/Dw+eLub5O0J+yC70hcRPCYnj1YSCdjQXzdci5avD+vzv/O2cdDy6RCI5kri58lz5EimEouFjPVKvNt+Jf5MuCoe/u/YE/w5XGvVxDrrrKP/KjBGs4wZGRkTAhJAxWxAjxgjkmdVRSZ5xhR6FlBKqPAproaoQIsV2TG0G74lvJlfQiqpZIp8sMkU26h0KAE50fbYcPZzZEBy/dDxp7aZOo1yxhJbgQMdIWM4YquxuCSNixjB4+xvZpYpPCLt3AdlJ0IuOoU+xEKznFVVAMQGg51IuRiRxLe7s8Q0i2sHkU5d403wAHoJ9dGXbWZkOAhWmPNBdp+TuFLbXZfY6fU94mGpoe23qj+jAIRV9xjygtkQs1y3l3Cfk+jtGgLKnkcJfm0KFIEdjNpF0Znoqeuj/ATNHP6S6T7hROFYqsxShWqBwrQqFfZMfYFTd6g2tUmmXdUSb1unRQ3USopazcNC7wJy34S7DC9/UrhYA33xQ3UJE8T2Z8ZmlYMN0RLIJE9GxpqHHKY5usgkz3iB2BxaZctz+AFGSDRU0cSWtbW5Y3SZDWbZUjN+tIRsU6RmNOuIGU6oxJUzCIghP6dDnbOfzs2Tbg9vg9vO0LnvFsbR95QzsbbE70sYsjUcwsVvR6zeMFRrgqBXRj8jY6TQ9btH5D4lWe9SRVPXji7GvKkVtTh8lSRPaM8nCCz53fZstu07KDSKfudlc+VMfW6gzkmYfaInpvR088ER2cPayogev2xqh4JdnWu0QRMDXNHD4YSRNS7TX21zFbKlOSdPRkZGxpqHXid3ezlmFcQEmIJZ3VEiTIabGiDz+PcwwW5TOHkRNLgqgytB7AxvFXX0Y4l+e2tL6Xx3QqMS5E9UVRMZaMTrC7/HyghXSAnbxY+Ph3KNzNLyUcWOmbXluRjS+Xh4W83fDV7zOKnDZPoyDNWySwZPEDNSSUv0dPPp0tG/6667sOeee2LGjBkQQuCmm25K7nvkkUdCCIEFCxYM79wyVjkENsQn8R0WphPJ0kQ1U/g/AJ7yw1GCRJO9V47CJLWfqYIpU0LSybX59Ldr313VDKldSPFDahjKf8NDqXh5KVtNbaP/nGNQOvsEdfEPV/qI0rQh2XfBPUeqg+/DCacg145W7rirabUTdpr1Ax1CxboH1RlR8TDb3+lZH3X0YverCt2qf7Ltz8jIyJhA6NX2ryETwhNkdLYmwIYpKRQsRwN3oCpnkE3wJdQpRY5xLhO31s+/EizPjbbzoW2p/btD6ZAq1mkvnHb7OXpcZzudiyfl0DqyeZ53QRRB+fw3pz2RdoEdw5NJjzQ40eYvoUvkXYrw6eTk8+dBJp49+7z4s8U+WekTmquneVm+fDm22WYbXHrppbX73XjjjfjZz36GGTNmjFHLMsYT9n2I5ZkpvH0seeqS+xwNVrCKDurdECkgEpoJuyS3TygDHYgdv064Cp3AtkaIGF8p4xArjOzhRI9TPkoEYV/ReupJD74qo6qrNCoj/l8qJNrvl3gdsYUB6uwxJVgOtnv2nYdtSScZcloh2xTus+CH6uq/4dr+sL4i8feqj2z7MzIyMiYQep3cXUOUPDlcazwgCkC2ASHUihBBAmYunW7DLoWezstTD5U3Rh1vwwKoDpPwEZ2cULt/p6XXYxJ+W37ojPrLysby8fCyuXPOCR5/3yAZJ1uet658IAwxoHbRuYVEj3t8p22mXKSVVP552HxKnUmd3p19PqioglwMtDSyAk88Os6QfDDS1YFd7b377rtj9913r93n8ccfx8c//nHceuut2GOPPXpoU8aaid5I9GToku5b+OC9glqFToow/DZGMvj10L+0rDjkkGPjuU2MKjeZUocTKHZlLKpMJR+m3D986XbTH+r2+7aTX4+4mtPLxcPaEssbBKi+U8gKBSpUXv/m9gNM8RMhf/z2peCraCXiyff1TgDzDfx67TEFwsTIdO1CG17fxng/5yb/9hINjhZk1VtKni6PybY/IyM2wWcRz9uVkTFKGKMl1FdVZJJnTFFqf4eWT3dhk3Hq72zVkm6SclpCSBMqkSScZlUO4c3wppw6gYjjG9stoaaB6+A6Kh5ReudZOkRPrCxO8PByg33ZtsDpTywbbwco4eyrv0KXP6CxjnXnmdumoHbbMApScqUIn1j4gh0gxe5xaql0fwZXF6b/nWCztLJHCaYEhoaGsGzZMmfzwMAABgYGui6uqioceOCBOOmkk/CGN7yh+/ZkrEawuWmUT8GfT53EV9t8f4WtbuHbfbOUeg1U8v0wETBAOdg6t8eS3pzUCAkfX01JoVFWpUPbFSq10VwfSyrB5FWzhEJI9iSVnd6S6TxMy6iH2HlLUF431WbJSH61lPxQMHnh1+2fY4rQN/fDexZ88s3pw2tW1uqM1PMRCdWNhIW5BP9wVL7DRM/Se5lt/yqObp/74ZIQw81HuKqQIL2eZ6fjmpz/aOd87PYejMQ5dYsm12Ck62163SfUM5xX16rFBBulrSmwDjA6ZBaPy/jjqFuho1MdnWZwu4GfMyEm3/bJEHf/9LmkZPON2uWRQqnyeP0xsiRs68i9RrHQidECVwfFtpvvEYM+MRMvy94+UuLOO+/E1KlTnc8FF1zQUzMuvPBCtFotHHPMMSN8ghmrFkrvX3QkRof/3kfKZyGdTp4vLwRoOAhtYdzOJnPZOCFfru3nyhoetuXWFz82aGfN735fUFAfEFH2+JMW1FJ/ha1YuU0RhtB17hdcRVW3fVMbPB+gQlhf2vaPo5qzZ9sP3HLLLdn2r2IQ7L/wR+F+ao7t5b94g0TnT6L+kcJwz6HjPk3OscO1b9rOzic7vHZ0qq/b9vR8HjVldbPvcOrt5bjReoYzRh5ZyTMGiEqzKWQLBcDUNEbNAwBeaJaKvweAWIhRhCwJxuZqJRcl02eOvlEOuUuNhycCNfPc0JmLOZuO2oU56s7qKiaMqgzOgZMvsTCtWNv8JXedsC21Q7IO2p/aBQBCKoWRkEWomvLOlR/vQ+XDoCWNQxl+LMlmkKDTUdo0d+htjg4+4KsP09InhXAg419zu6z8mGIYydRmz56N733ve862XmZy77//flx88cVYtGgR8tKQGTEIcBWnq+ZRCpzIwHqEVXNk9/0VE7mKh/4NwlFpf1LX8DY66lPP3if6LF85QzCBRboeaWytVXpKhH2Wcz4U6uUna2ZqUMrFw1U8BeXm0a9wJUnFU5r+2SRu9lQ3TngyI7Xq+k263gKFo64CbD9h9nUS77dh7oBzff1r3Tk8zGkP73t8FQ8rc8JgGEqe3XbbDd/85jedrdn2T1w4g8om1zm1TypcY1j3LvVOVGG5MlTg9aKQ6GWQ3fGY5DXo5p2PnDOhLlSm6+tf1yayjZEyWRt6vx4R1JTb6f4G7WhSb+RaNnmmeqorUa/yacZJ3SN7XF0rh2tljCSsk0UhW4AIVqxQA3WzRLUj4wf81bJkhOzpBuTAGweyoSMoZRtSh1IZJxZlNBk0hWXZRZl4osowp46UVUjC8PIixEkdwWPb1nauFUn/eZ6iVB3mu15Gl8gnOhcVFuEe2yv49fcHL05eHidBcjo/j59XKFpncHxdbhuVMHxCrapF6JXkkRKtVgtTpkwZdhN+8pOf4KmnnsImm2xitrXbbXziE5/AggUL8Mgjjwy7joyJDHonQuKTQnXr0R1ZGwMtYU5kkloVj4d3tgHRUjaR23+NZFL/ZPiTzWlTUXiWsMeYsCYwch42wTGRKhzks3Gixw/b4kQPb59jQ2PJmb3QLGqDQIlS9JlzKlCyK9HWZQ3pclSYlj1/ds68fOHaXyfvkEBgZzmpFoRokRoLduGFpissdgOf6HfhK7XsfR0L9WkSPS+hjmz7VyEIa1jY1m6f85qBf2NEFOW1REEZ+vq8/gjhY36qGTx3TXg5BfOVUmNI2fumYUSx47u99g1V+snr1pB0iw34o23s1J4EseXd347q+MbPd319Qbkx9PQuhddv3IieHK5Vi0zyjBRM4sM0AkdIqBlcGXmxYkSPerHcakhFonLFhA4tJyAU7KocJrcLzVbq3AP0N4efIyB1fjDOeeHO8Hr7pZbe5YQKgCjZU6fgibWRJ+iEsNfM5HiIlJ9qt3OMHDKEldkHRbCtCWJS/Fg4BV8GuY5Ua7psOieLzEpbJtEnGWzap2AdhptwuVYBNkYQVQXRg+EWI8joH3jggZgzZ46zbe7cuTjwwANx6KGHjlg9GRMXMXvmJL4V0Aa90v0GV/MQrRF7f9vR7eZdN4pMpzHmT/6+K1vvqjcBBORBnR0TKPW5MDssrLpF9VVxNSdfJp1UMxyFCIke06dEiB7e9vo2uwSMm4uH8vTo0DBpiRspKlSSyB/3PCqqk01k+O3gS8V3Ail27SIJ7aitN9ucG1526Hvi9jG021zJSc8pDbBDgofXPx4qTlFVPegZsu1flRASPIW73ezoPf8BkTr8yamOdUaPAfOt+P5plQ+vyx9A9054pYgWX7EZeaOapkYAIte9jnRJldNpUFVn68M22LZ0uP4GDa5Jslx+oNsOIWn/OnKJ9x/xesP6Ive2kWoq8S4lEL1+40X0ZJKnFhNsKl6tTPDBD34QG2ywASZPnoytttoK9913X+0xd955J7bffnsMDAzgNa95DRYuXBjsc+mll+JVr3oVJk2ahB122AE///nPR+kMmsGE94ii5gX2Xxa2pGmy3NBhNpJ5R/3B63HJhFR+hm5zxfCEyqYdnoqn0yf2n7OPXkqXhwWE7eAhYrZNjcpPtImXmwxHSIQhONcU7qpaFfuPbwNsKIU5lu6HuSe952SyX3yCB/BzTTRPuDzGRpSy7Hf76RLPPfccFi9ejMWLFwMAlixZgsWLF+PRRx/FBhtsgC233NL59PX1Yfr06Xjd6143wie8emF1s/2hPUq8n/oZtIobQL079OmOPDU2ydRvy1H1eLl5kFaH+PX6uXFUfSwkybHN7r/q+MI9hhEr/MNDpiyBb9U31AZabp2XFb0mhnxnChtnyfQ+FELXLwuUsqW2S/Wh9vjJovm5pK5BE3InlotNhWW54bnhkvfcqe9WUZpKxO99j4UDJPq8cUO2/as1agkesnWiAEQL1l8hH7vl7KPe+eH959bp1idEK/jYtlif3+Yz4cfDnqeXUyaaB8W5HkWztvvXB+RHdzjH2LWt+3jHN8nhEj/HsKzG7fHuffwZKGvKQIdrEik3+nx5dej7mr4ebt2p69D53nrPkv986bri59eKfMLr59SD5kTRiKHXfGxryBLqE6SHVvj73/+OnXfeGX19ffiP//gP/M///A8++9nPYr311kses2TJEuyxxx7YddddsXjxYhx33HE47LDDcOutt5p9rr/+epxwwgk488wzsWjRImyzzTaYO3cunnrqqbE4LQdc/eBsT7wYXGrvbO9VMcEce7e8MLlzrwmAQ7IjToQ4jjKRNX5iTr+siFMZVdJEHP4U0RPdh+/L2sX3S81Sd0JqZRWfXOPfw2SpvRMoadVQjOCxMJ0AvGs+URz9McJ9992H7bbbDttttx0A4IQTTsB2222H+fPnj3PLVl2s7ra/8zsyPrNKKVtUhxhpESdy/H6gjP5rypWWVOFET6zOjmqdmn7AP486EsYqTmN9ttuv8fNvqtpJQUZIufS+bNZ/BG1xLBeP49R7WBP6gWz7JwLsAJgTLIpQSU3OxcmW3j4uuWDr7YMQfVD+vftRvxW2DXzA3IGA4aRASP7oNjQkIaJEhCi7OMfmn5BsKKz/mPjP2S9CoPXWHu/eR56BxoReY4LLJUWSxBIje9S523FgcD0akFj1pA8CcoeeHb+O9PX13iHTTlY+b/tYgCa6e/msAZhQ4VoXXnghNt54Y1x55ZVm28yZM2uPueyyyzBz5kx89rOfBQBsscUW+OlPf4rPf/7zmDt3LgDgc5/7HA4//HAjmb3ssstw88034+tf/zpOPfXUUTqbTrC5eSAASFpWPQyR4eC5eExOnVhyTFEgpZpTEn1dlqi87YX5m2+nZV0hQoLIrbc05dh8PLZ9wcyu4DO1+hyo3TG1KCNf3O8Jx5Nt58vumlCDDuUH7dLHUMJRIQqViNm7Bp2cfEW0tNnf8TCJynP2+T51+XjC+mKztl7Il5No2X3+XKNN59YpNGCMMYycPN1g9uzZkF0ck3MxdMaaYvuV/QFUPrYCQNuG5qICUCrnw3mvUuFbnaCdManshKPgcdTc7nLkzjLkOteaANl1N7+MalmFtj7GJCdmdsVZJt1X8DD1DLfV1NdUYKSRDi02yZ6pT4INoY1NVvB6fRVPiRYoZKxEn1XtMPtf6fZUdJzuR3h4lmChXX5CZ1f9WYaKzMgETsyucgWPSbrMwgDtMfZYnrPILysOCgGL/R7xMSKgZ3xMicthJF7uBtn2jz3cATDzRwQNSAv4vojv91m4avYmk5jx5zyyymonnw8Fs6Eq9FY6tr4m5FAmfvHe+a78sdpxeITUbli29WHpPFX7zLUWBeptA7uPTp3DW70vzE3J7LBIPwud2hAbM8XRNtdcjUEAyusmhWtT+ISqa9tj58Dq9/wGc4ul8i2cCQFOIkXeI/959hdrUb6Lmhy2aUds6FbGxMAEGqEBP/jBD/CmN70J++67LzbccENst912uOKKK2qPueeee6Jx0Pfccw8AYOXKlbj//vudfYqiwJw5c8w+MaxYsQLLli1zPk3QJB4xVEH4rChHZdQ8djWN5vANM7WPlBvGaWQEAl/JKZCM6/q7WXI3UMcEknkrbaf9zG8oUehZkEL0mW1OSABzoFMfwA4s/PJdeX1sGw89KJ3zcMoT3Bg3Qyo0ou7vQNbvx2p30YZghRYAUYKHMf3UGaTRvTpgRFBJS/R088kd0rhjdbD9Mbj2qea95CFbQHKmqTbRrnk34+oVR63nrNDU2UFNkSembhHaZWqT3Uf97So4C4dYccK1tKLHrHRl7DBblcsrM2X/nVBcL9myIZxYOwQKTQCxHD1e+G1A4Pj9i3AVPbEE+H7fKtng082/1r1NTQ06HZVQEB4IRvYr2+j0LyK0/3VqqTFDL3a/qrrleDImAFIEjyWOXRVCIVpqG/vNKmziPpvrz6VUOUVQLleO2A/zI70yY4qTeJhXLOyoBV9JFLYzrS5KK476vHZ5fnDNh187BSrb317UfBBcJ7+Mkfm414d/T1271HNFz0D9ZyAsWyt+/BCvkOCJPS/uPffvW0y1FFUogV8L/x2yz3DsHeLjV1/lOWZqnhyuVYsJRfL84Q9/wJe//GVsttlmuPXWW3HUUUfhmGOOwVVXXZU8ZunSpZg2bZqzbdq0aVi2bBleeOEF/OUvf0G73Y7us3Tp0mS5F1xwAaZOnWo+G2+8cYMz6Jb44E5fAZeFdRlZLp2W4M56vdPP/3XbGQvPakf/pnqC1T7q6hbcKfc6ilTnIUq30/DJl9QxjMiJ5dhR7elM9hTcSMKtwxwn3E6I5x2KnR9trwO/tpxUCwm3yPX3c2bU1MWXRQ4GeNJ9xkx5jqF2HfxuCa1Rh8yGflXFqm/762FtsLYX5BQJllRTJ2N2BtURspfb/9o6dR0S7kCdJ19W5bXNv2YFp4iqJ/bdTWDM/y6Zfba2kOe0IRUPJ1Z4jh6HeNEkUmF+p77NJXpS/3Fbz9vA1USK2OlDiZZ7LO0n2TkE4bsuoeQoQSP7+uDX1SF62P2npdTp/ktts60035JQ3dlmV81p/5ZWZcZDCvi5TBQXslcnPxP8qwYiiXEDgkcPSi3x4RIlabIlJA8UQnLBH9TzOlNhLg5xgVj9TUmXGHnEB/lx8qEZAREe0yTkNbgnbN9mZI97P8NjED2mCeHUzce5BhFCKEbouPuEBF3sU4h+FKKFsujXZdD99cK72DPrkDux9jcgfYKQOY9Ecskdnzz03ytbr0P0jBd6JfjXkMTLEypcq6oqvOlNb8L5558PANhuu+3w61//GpdddhkOPvjgMW3LvHnzcMIJJ5jvy5YtG7azT8aPrwLCF62g0C3Bw2bMDlpup0Ot1E89LqGu5fpczWPbw51N7vDR7+6KXHXnqcosTZgTJ0zUftwpLZ1/qU5bjnuesWVpY/tKWTm/c1l/nUPMSSN+HKR22gVQyAJtCpVj1yOalNRz9CuT7JQ79C7JxldXMdvJwTf/xvMxNH8uaIBnZ27hJfGMKXi6fu7Gwpkeo3CtjJHH6mb7O78fBWhw7YbpAjChXJpkNeFVzd85IQpPpaCIfa4QAVioVpT0Z+GtNedjQ7o0YS7c8GGudOHHcLUOJ26otYX5t3TCtgoAUpQ6bCsdehtrp0NAMZVQKVsoYBU/ROhQuRIl2qhQiBKVHHTPwztfQ+4bm5lS8VTRf6le6jOIeFN/+0rO0N41tc3BJI2pIyT77SSUO7CeMFhDHPY1G0SMR4gTx0cJfSH1ztB3ABIsfB8IJz3j6QDcdyteF8H1qwE46QJc+1L3LskO4box25NG7Pfu3p1GIW5srENtkjpkSKFd09ZIqgSv3G4QrydVTpj6ou7Y1DnUTrYy212aMRX1duFzWP8MIlQjOqHY1J64m2uIGu8dSpFw9B7RO6TGkRGV6ViGbPU6WbuGTPBOKJJno402wutf/3pn2xZbbIHvfve7yWOmT5+OJ5980tn25JNPYsqUKZg8eTLKskRZltF9pk+fnix3YGAAAwMDPZxFZwj4cfI8djUCeqtYzCUne+xu4TLqbh0AJ4uaOMZu+fYYKduAHhz4BEYMvtPvdoxhDpsKNv+Db0RSBE/KMJm2g/JIpMvm5Rdem2nmm5Nh9HdIVvXmABsCEIVL9PSQ38B0tN4KLQq8vHjZoSxab/dmVOraN6bLKfZM8ox8UzK6w5pg+63d18tMi0LbdhsW06vEmQ8e6G/1g0/21COmFkz3KW79NBEAqe2l8H5HwkZbasXZTkMb6ndoGXPV5xSaaLdET11IU5Dk2bHtVqnpg5ZRr8BmqGH7B79Gqxwtov1ICk0GTslVsEQ8IT4h9Deawdju5PLCEwi9kjyZ4F+FkR6cBu+yN/DlRA+VZX3wTgRPPbnDt7nvrBrI8+0C/oA69v7Gwitjdab933qExJRC+E51uxALtz1xsqfm2Iif2S1S1zZ9XVLXItGuGhIqWQfLh0oT7cJM+vrPjC03fS7ezqQPcJ610hEH2PZxpa2r6uHnYP0JKoN4HFu2ROHm5hkrUJqGXo5bAzCBpmKAnXfeGb/73e+cbQ899BBe+cpXJo/ZcccdcfvttzvbbrvtNuy4444AgP7+frzxjW909qmqCrfffrvZZ8TBch+kEHYcifhGR+YDcOUNwGb2WLhPx+ZRXh4n/MsdqPs5epzvNc60L6Pnzq4T2mR+Z/l52MeV2sfzKwTHoUx/GpZdir542cILQ0DpbKPz4/c01TH5M7euDN+//iFBY2Zynees+avszwpDtyLu8PJy3VmF5h3vGBn8npfRXTOM/UTGamP7OyA584fQzgP1JGlnh5vICzWrls69FoZvhnm/YoqRSMgSXHuptoeOsBOSRf85q2uFoVI8bMuUw/Pt1Nh/x96bfW3ZpOJpyZZZPt393bYXCImbMCzMJYSover6xtWy4TUPw+fq0NvEgi7XV/F4fQH5I71OXow6xmgJ9YyxRYr0DpXdXjgL89tUOcN7dm1IilduQvXQpDw+uE6FeqmPH0ITXy0q8FeLsLxoiJYIr5eCe17dEjzmXD1fMV5X+reRVgw2vSZF0YpeQ3fMwfoJdi3puGRoXGFDttS+bhiUX4eL2PcCnHz03wUFP1zOndxwjks848FvHd6rMcnLk3Py1GJCKXmOP/547LTTTjj//POx33774ec//zkuv/xyXH755WafefPm4fHHH8fVV18NADjyyCNxySWX4OSTT8aHPvQh3HHHHfj2t7+Nm2++2Rxzwgkn4OCDD8ab3vQmvOUtb8GCBQuwfPlys+LK6MJmP/fhSzYtO6q3SRtKQ5J+GzVUoUm4lnkhJfSsLjmYrqLDyvZDp9OyuW2oZG90ZIUycm4qRGtIGTlpZ3QtKWINhHGMI3kLiEwq4bLbbgeQDtvicLonHlqVCAmLqpP0zHFbS00FwlAGTmLFEOS4SCQ/5WXGE2VGFEjU2UeuQ2wFF/vFOvjGmYc/O5zOuh/HOMjnc7jWKovV0/Yr+LNh5Nj7q2wJvyPQWhYJCWFUlDX9ieB2svD+teCKTN+Gc+K50PZNCqWcoX3pN1VnaVa7olW2KHyKh8qalaZgVZucXEmtrgUAUodr8bAtE0YLu19R8xrzvGpEHhWiREv2MdLJ/lvoQr31Bx2iJ+aEm8kGb0Ux32b6OXgccsd5TtgxLFm2hCb5pQSEXo7XaUO8/7Bg/YdD8HjXjSab+DZOYnnPtsUY2/+s5FmDET6f/ncTIuWbWJl6P9LlddpOCP26SAgkwkF0UI6jIE+3NUqaeO9p9DiwNAxOPaFfmrpWTXzCmE3q1K4miE5AwNqlmH/O90ldNyfcrqYOv/wmqn5zTQv1d4UhqOF4BbPiVvRad7omVkXjP/dRhZBpW0jaxK5bTJmWMbExoUieN7/5zbjxxhsxb948nHPOOZg5cyYWLFiAAw44wOzz5z//GY8++qj5PnPmTNx88804/vjjcfHFF+MVr3gFvvrVr5oldAHg/e9/P55++mnMnz8fS5cuxbbbbotbbrklSMjZK1Iy+1ROA2cAL+0y6Apayo/CDAAodaZABUgBCH/ZvHi7eKeg/qZfVDl1x8acTggtjddSQ54zICRp3Pw+PiusPnap2ThBw0Okymg9sfw3MfABQIrw4TL8GGhAIaDyDFE+BrW8rm0Pv7+pspRyx821oLYziaW3zHGovFKzkaKhnJ6XQd9NXh8nYB3otKxi2rkPBw8ZGZ2wqtr+bkBkO4VsORLnLmLYO4Xa8j5HTRgI3c/4ap22t68leOjfwutnUuFbBQpIIjhQKfso0o58IUoIUudIS67wEiGHdJ+jfuFhW1xR6k+WBNeDlVuiz9Rfog+kKGqhxRQ7Qi2JDqAQFUinU/l9jc7NQzmJ6G8+mVE/8VBFvzvXHDQI4AOuuLKHSP46uKogPnhjCrJYwmVv9lddg5GdYc/I6Ba1JEHSR7Gw/hCfNGuj1+W6o35zzWDdJ4o7EQ5NhBHR/GAREsn3OW2OlfAcpGN/vPoYCeITMyFRHd+vF9SRc27ag8REbITMiJYlm+TpCQkebv+D64BK9699qDCIAi1N9ACAJWfCc1T9UT3qyJf4EvCcaPTb64fcxd+nEjDtH2tUPY411ozxyYQieQDg3e9+N9797ncnf1+4cGGwbfbs2XjggQdqyz366KNx9NFHD7d5I44Y22oH+XoAwPan5dRVTgc909tA0WNRKDUPi89MkVEOKSBjBrutBimpmQ5GggTbg84g3qm6x0Y6QOFKDlPgHVGM8EmRRdzA8RnrSsColZwZa4fMcs8ptfx8bDnj1DV1Z4fiyp9OsPeVzyZ7Kh6P4Ek5ITGj36usd9joVYKZJ3MnBNYU2+86b+SQFaDcPAACNY+PlI1w7Lj0yX17LLf/SLzDQhSG1BeiBOVhC+tUvwmt85G6L/MHG25YlSZR4KpnhCwgBbWlZRRMQxjShBBQMXvktqYIbKtj1yk8jJZk10qiUhM8grXBKIWkInoKWaDQytSCFhOAvZeO3TezomWyX+PXmZM4gCbXYv2t32/o/wqI2meB6ok3gCfv9/ahBPyCyKNmCZfHxf5XOew2w0X9cxgSpa6Smkww94tdf7ve76knRehfep/8QXb6pPyvbvmxsCi+3V/4ROqxQEjsWMWgrx4Pxwm2PkrAz88zdu7dIrjWdcp0Vhdvjzontx216vQg52n6eXIJEpfo93+n70JWaGPIED1C0hiwgGD3JByDcd+hdzSx5bHf06TPOCl7cuLlWkw4kmfVh5ql7QYh0QPnJTc9jtL3R9Ed0UNogx4BbgxTxoxLxXurzzV25PBbSX/o1DZJkOzI/BNGq0LFHPLSlFdH7vh/+6FWpFbyO/wmiajpGvqDkuGi63vikUXDKXvcyB1Cz8sirhnGPmPs0Mk+WvJFkSyI5VJjRI9NatgsETJAzhhgnC9ZQalA07Og3B7xc5Csr6itU6t5VH8WV18SCm87qWdcoof2LUArXAHQq1zZ38k2p+x/qAD18hEQzcQIHvf4IvgeqFdNzoPSdfobOuN+mFa3fWznfRvYRj0K6pRLYcKpeHK41hqJbt6RcGU6Ag+X5ESOfjx0WJdP9LhIq184hhPWlCKX/HOM2SpVhmuXuKomptSxBE87qNO1VUr5VH8vmtqL+LnVnXfddjO5GyHNe0VMtVR37pZIsv0F769ohd7UOfrnYctMkT0hIdarbx4j09IKqlVscjeTPBm9wuZQqGOy+W/u0orOLK8AICVEZCBq1Bwmd0HKwBfmX6CtZ+6k7rvixjtg9kXDDkqo2dbYbK5qj024bNnucAldOn8z6PB8zhixU0euWC7fFBC2nc0ux0DL9kp9jpWu05/J9dvnlBEz4mzWhI7lnagh1/x7Y6YlwtmCWIdjy0gY44g0n880KbjPbWdwp2GUjWpeXStjgiMghIWXm4ereQBG9MSQcIidPoQlX/aOU/1FCQrLckOCYP42q3QYiXnsvGxuHmjVDZXPz5XaR/+6KZZZyVKFK9PMJtgKV5SbpxDN/DSnr2AqHrd+rilSFI66UgJDEoBos1/CWVmu7FH/pkKQ2XWV8cTKUiqlKOVEqpiTzgdeqnU2dxq1pUk/XTdItfBVnRMYeQn1NRiu2jFGlsYGpuHgt3L+DXNkQpfrleOROm6ZdsWukXiHfBKGb6+fVEj7xrGQIGuTfAKM0A0R3c15p/1L3nc2CyGKET1u2+n4TogRd77Cxihk9XNSCZtPVLWh2UrEVJ9LstFFMJWztndHfjWtv5vrMq7o1e9fQ/qMTPKMJAKHvNKbOr3YNEhnRiml5gEN0uMqnE4Qhi7q3EH4nSA5ppVQ/LN0ZhzaZubWra+MEjR+UkpS9fjgVA6fZY7J8AHlxPuo9BLnEhVK08a0tF94s7yWfNFkF5FeMkFkCUsW0cw2h5NAM0besDLTzri/PZ0rIcbkW1WWzutDN4lJ8+kaxAke+p4wlE4YwBhBosdwrczyZIwdDCkgmEJRsNBcPz9PoOBktr+BM0Y234b6cjJfKRFjIaSqKYoEsomfYeynKtvtAwBl9yqhiSvdPj9cgJQ0KmSKQqQ4uSJVHWaANYRCKDUPOdNE9Cg0VzdR8uQSaiXFUrZU76P/VdQG2fDKUEBENjnlCXcGO5Zw2SaJrpx/ffBrHv+9zikNc+JFyzC+A5iN9iYNVAH6XyonRfg3cJTHwr72Gq6Vbf+ERn2+y9L5DsC8n3yiLFxRMPRro3k9HFW9LTultlBoR/eJq4JS51w/8ZrKjxPzH7sBVzrFc8GMDDqlIrAIpmY7KplS5UYVTHxbYgwVI9WCSRpPKcQnN7j6iogeDjOxkvDRLcnGcuwBAdmTPHfnvlnCsfYYr83+OcfReVXnUUNW8tQikzwjhFRnpNCGdAx7qLxQL5GKxXQHADYBs+ucUfJja3jCGFQXfn4GkqS632sMnQiNUSp/gNB5C8jgEQnk5i6wiY5jeXpUlSwnjrPdJWKKSOgWoSRDjBIVC4uoK4+XSbZAzXaTxLJtzpGTW1yy3wlm6fRaCWQM7qprfCWdJiFVfCbYdKDCluPHjMfKrpfOVv7GJic1fMiIo5aRMaZwZ5VdxAbFpUvmJwfOlIRfld+J2Of5HgxxpEF2P+XMOUt8s3BUZafUCouVJszdOl2lI6k5g6sgSpPkWECFSLVQBuQKXQ9ptEaFVfPoPrKbt72Aqtf8jcK2Q1IvVBqiCaCkz3TlC32cXZIdsH2UmawQ9jdfzUPXtoKdqaV+wL/mbuicHTw6fbDozv5b1NhowXOzhQosqsv+m+gLxpLkl1VPHE/GqgydExKuX2IG3myb/dfPNaP9IEOg2IeIiG1L9KQSMnNiJ2WR/PfS5ofh6o8UuI8Yqu153xEp0xBLpUdutV1ih7XfJxg6o1my6s4hzM0tuq/mAerJCK7mkRIqJJhf94hCK1RQesQP9Z20UpukXHY6x07Rl1z10V73dviMwv2u/gZSZE8s1YXb1vrE4j5ByH0Dp70In5WMiY1M8owS+HLnTRA3cHYFlmjOhi7KNrOifjvZDG0dYmy4RPxYNVNtja+UvmyfkzuuA+krcbgKJ8yBYI+xg4N4R1PBGr4m5XGo/A+UWNSGafFs8s75dZhFkbArw5htsss8R46T3/CQDkaZE0au7D9CvvUwozLq6Dnxch4dZIwc/FlmhXBQHA/N1SoZP2yrrr5OSk7Rff8RhI52kxuGrTZFZdDy6fXHFc7fRPSoK6KUNKTmaUMlQ+6qk+XtYf0OD9Mi0NQK/a1Um+lr6Ladlovvbjbdz4vnD1zq7O2oSOuZqtMNR+7mvMaoj+hZyTPiLckYNRDR7cKS1nG/hJMh9SQAU7VB+d2W6CHyPnV8SBRxdbTfxrDuNEkZKpEABIN4tc0nAFwCrI1Yjkt/8E5qv/i1iqvWm2CkQj5TYVv+b51gxj51JEzNtbf76X/BVilTjUNVDUJSLqSoAowRbQHh5hKQlL+PB4yYZz7yXMYJnvh5On0NI3qc/ZIK1HEeB2QlTy0yyTPSkBK06hUMgRIfJPN/LXOKiJpHdRgyMaCPzcgmIQoISb1NWEasbP63mc3tAJLs+23jOQtoP4EyqcQhOX7sffTJHZqljbLaAiBnVaJKlsePJ8KoQtvkf5BawVPIMCwBcDuy2PX0E5tKxtrTtjo5a8qgNlHwUAvi4M9jmdjevBP1Z3HHZFa358TLGRljCbt6hhuaq20JvSs8bIv6FSm0M2kHN4Tw3YzZBG82mJSWKWUeeN4eNXPuk1g2HAnaaSZbb1ehMm1kbQrz4bjhWpQpqJQtQAw5ap4Sfcouy3jZ/jnw37kSh6t4BAq0UEDoi1pCANJmIeKTEvwc2qTiFM3ybqg8PF7ILvj96GYwFKp36vpxd3ZaD2oDMjFU8aTKDTFOsv2ceHn1hjOytX41H6j7Ua4W7NmPKVVkImxRaJqXwtlj7negAPJIoshBvqLEIEFYx5RIphz2OxEMUcLLC+/xSR2uIAn7gvR7H5v8Hdn8XXXkhUKQViFB9Pm5eXw1jJqMZucSqHfiZLtV4ha2PE9FxQk2VYZdAKGqhoJ7wOtJqcts3cElYkjbY07o2NQi7J1KHOOMCSeCmifn5KlFJnnGEb4DFTr9FdSAmzoy1REplZA10EJ4s4CehNHaCFd94uZ3qTPMZHT0Sy503UI5q07iRy8vj13RikgCP2dBadx7nqehMqurlKjQZiFXcMomcscnZtxrUUJoxhxa4l9XHrWB/aCuEA2stBKH2HlBs/Cws9axZNBRR9th7uP3ITUz5SfFTM4Q+fVTh8LUQDyBp597wQ3bqpst8zuU2AAiI2M1gybMe1Fv+mS+zc1TN2ucdqZ9m28T7lN5OlF8TRmhk+mGCqlzbQPoc47j4azqX5VAOGgj2XuWh4cUNTGCpYBEJQsUQoLUPNZSxtWY7rmEKkuei0dZ/dLUz7UCdEc5maP6G708ug6DoH0o4bKfZy5Qbuo+hIfsAnZWNqV6Sknl3Vw54THhxsSz5UwkNVN11taTkTFK8Mlmn/Tm2wF30J4MRZLSKnHMQL1y1PQqxxn3a7p77psRU/775JHBEX/LzfkDVNUQiqLlEO2+P+irR+J+XHOENijtm/rwz7f+987taEr0OEqWQKUTkjuxfQSbuFFLoNtQZBvuGvHFnXsw5N0D8tE94tAjOZuI+WOT0CGq5LMY33eC2HtaebqX49YAZJJnBOHm5bHOJXVGTfIo2BenYOQBSTCZ8ZUVIPjMaqdymZPWmf4Nz01aMklKd5UVlZ/BJXogoFZbicghKWcBD4/ylTilZCQMqXlYGZyM4ck0/VwIbpLLEpCDahAiqtryOHj+B6pDCltWG+2Os6/x8Cy+sorbAfj3s3OoVahicqSm/G8zYyBpysdcBZNwWcvyfYLHqTOq6mHk0Vgjh2tljBt8gtbPw+bDJ3H83Dx6Hx22pVZsBKSQgbM4kjOnPPeL2aadYhqc+PYesOQ+2Ua70hadibXN6jtXAokowQJNokttdXluHiAs3/+7YveErL3R73i5eAoIlCLU6lS6r7RKo4hqJpjZJaInsggAIgR/4n7a/dqB4tPUBYGmSaft8ezfSLLlYIVFQyDF1ZwTog/oNVwrYxVH25AbPMSEP6MxYsT4XEbFY0EkTujPQ5cXIeC5tAJAarJOaEU5J3psmFX8nXHVNnTO/rvM3HqP6DGEQ8o3JIIhQkL0im77pDqCZyTJhBjRY+vw2xwnd6LtMRPAcbJHFxBMxDv+uOkLWI4eI72ixlYe0cMfPVdRVXf+fNl7rjwSXplUbicCblyRw7VqMZK6ugyCfkP4aibJrPtwDTAfVFsDwZfBjc/wukx8HHHD25m1r1WgNHjhabbFV/FwkT6RK2rFk1LPrfbZGV/Jk16WZluJPv1pqf+k+pSyhUIWaMmWpoBapnw7ixyWZ9RB7KNIp5b67qiP7HLw/FxTq2qp69a2M+PGcXfvWzPJv7QKnKZOfrRz0s+UsIQOzf47zyJCR6Ee3CkaI2NKss1uP2uGrc8YC0Rmh30S177fbMbPhEnqd7GjJqgdcdR9soH3IyzUAXDaIxP5emLlUqiRU4/pn1wVJZH5PgHD1ZbC2FxrXUprgVDq69MyhIwlaFrsvwJF1PaT/ef7qX5DqXhaKI2Kh9L/C1Mvt3qCnW8YssUTLlNJsX3Vlecz5+34da7NodQsN5BfKz82bZML2Fw8YV8Uqkbjs9tjjkr2aPuz8V/VYP1ql5TgRCj/rt6tQdDgWcohQA55BA9NKFqiU5GdMTuc8KNMEvTCHu8dY4km1ZZKkyuVHFJ/S/t3JYfQrlbq7YP6s8K0X33X9tgoQdR+VJbyLYdQVUNOuVWlPuoYHi7kE0gRAjf6rsdWd22m4okRCPG+p6r9pMsM66Png193cy3Mx70//DnyP+q6u/dOXfeVzqddrUS7etHZJp1jBh0C0mu4uUbmHTDvgdt+e5/4x782XjJ/5zyHnHJ5Ofz6hc/MOIBInl4+XeCuu+7CnnvuiRkzZkAIgZtuusn8Njg4iFNOOQVbbbUV1lprLcyYMQMHHXQQnnjiiRE+2e6RSZ4RxnAGtE7yxoZx9v4Aohm6v+29sPxuiA+XzLNZ3MgqVJxMKMDy7khL+NB+phxGFFmpPA8LsNuM6idSnjMAYfvztsXPtUSTFbUIfEaX0Nu9jLWlRlKvZwrCmdb0s9dtHeOGXg19dvQzRglBSGhNaGUSeqBhZ/Wa24gmedaaQKlofJI/JBu6WV2QYFU8MAMjwSwtESxkwcl2m+Nl2vZzO0/7mrbyvwWrT1/vgtpEAz/pElYxuP1cqMa0BH+vIRH6fiUIPae+1L2l7ZEVtVxwVecExxg4+RkTAbFnOhYKGZ8I5eodm4fH25cIG0baNP9YG5ZquxuS45K8dpAd7mPabiYK2cCbEV90HCcwYiQAkQvhYN2/Jqltvo8fhnUGv/sK9QYKkdT9TCG0eyEp41/3JHnkEE1esupgYsUtN0bgcfLIJ5BqVzMTPuHInmEie1Ifdkx4jVySKiRHY+F8CVLfIU1XPyxfvhzbbLMNLr300uC3559/HosWLcIZZ5yBRYsW4Xvf+x5+97vf4T3vec84tNRFDteaIDA5eVAY6R8l6FQyVJ37RtqZOP7KG9ldTfkwibWgtZ31x/gwL77wZiD1srpOfUy+zwOjXGVICYd08UKu6KiYdomIlzIyOwsoh7xECSmUxF/ICgUqDIkhVDVl8voJtL+UFSrRNvtQqBY/R1/Fw3+r6ownmiXcDIxrIm+Oc0xklt+eGXdKLKHmqnq8KlGfzZ9LTMd+Gd1eSLLVt2PKmLjg+ddAMnuQfYaTm8fmgahgZNaoYJL8d6zM9h2ETjbHvOPmdVb9RTxsyMrQlV3UeWVYgml/f67yobnvQodsVZCopHJQVICam5unAlByokdTO4Br+wGg0jaY9ud0P6eDBARawrf9RD6F7fcnZdzFBApn3xip4/QHxhZ3Q6hYBSa1wYefPNSdpQ8R5HnjVFtHssef0eWz8KNsY2UFyG4yYtFx2favyojZFv/3tPKt4rEubLv/rvfwXDmN0O+B4F4nT7NA7ePEeGRZdjOIrtznVofx2OMr069QX2LGFtQkRjhRfd1NMvJrVHqKVNceDSd0qym5E/dvwxQJBPe6dzID6XL4d3uevFy7XHn8XOIRHq4f66om3W2dbauoef6c/fxQLZZn1Gla8Oz4GEO7D6hr1UsS5S7HCrvvvjt233336G9Tp07Fbbfd5my75JJL8Ja3vAWPPvooNtlkk+7bN0LIJM9owVm9Ku6Ii4gx5ESPLUYtG6tczoq9Npb9deNME2oTFI1fuWTcvbBOqcrN4ILnQ6CldH3SJJDwS0vwtNgjSQRJ7OrxQQIneErZ0seqC1hJNWQohBooQAKVqDCEodoyfVTm9xJtDOprVOqBWHiO/Fr44Gw4d/DpKB/pmNjOnah/nCWV6EmwAwVLFKVVZB1n/nsiWUYIstecPCPflIw1A/V52IBmqknufLHcPIaYYQ6plDovTzfwE+43h5k8kABPEFwlnG8iNMiWVmqj+i2i7uFhWkTwCKETL0O9zkIItHSONsrNQ9eVEzuc6FHHElFRGXWOaaekrDmlzsWj6heC9R1QuXik9npj9pyILPrdUZfq86385YoTK2vVIU3UNwMf7AaOt1Ys8OT7arM7K9+8snGY0c2qnDUSnQgEM6nJB96MKDH227DtETVONyRF3TtKNh0AjQlckipGJnQgePj+kDpXi+pPLNGj86/0TDIwBPYhJHiakjudVDxN7WKIdoff64kZS5bFyUE/Z1qnuoBIjs2aSVdVSQG1qAvvt9z+M7SxiXMl2x4le3ib9M8sb5RdCCB1L8c5VAvoXZWpj1m2bJmzeWBgAAMDA8Nu1rPPPgshBNZdd91hlzUcZJJnVEFuYnNwoocbOTKgKss/GXu1nK4Uivwh+LMbblmlnhVu1gYfVvrJVDxo6TrdZXUruAnl/Dw1XL1DBI+zqpXaCUBMdaOzO1DOHaly4bR8R1vTTZUsYJbhlTArtMTK5OFbtJoMAEht+ApBM+lDatBRc47x68cHTFWkw3GVOcM1oq7slGS+uh6QY8MyYTAVTyxsMOjcUDdbNobIEvyMcYbraHeeaTa2VistrZ32FDxC2NVeQM4/syFC9xkNbUU3NoUreEzIVqRTI1JDygq+G8nz9pjQKVLQ6NxiRPCYHlP/05ICQ4KIGQnIltPfcUUOt/0lqM3K/nNiqsXy8FDun4K1AQAKqfrJNljImCwSIcbeCls14WrWHvPE+96zUIPu+4PIYKpm6jpMuFzfH7lJYf3B4ljlY+uxntxdrGKIvRtlRHmmkEpWLhlx7hL1jOBpmFvGeR98u+j8xo/v4h3nBE8HxIgewBMqJeuyhFIU7Hr0SvB0IjcctY03BmqGOoInnEyN+d5NfdluJj/r25KqoAOBaQqn50P3unyFOAiY1eHoe/L+Ulst0dMc40j0VOiR5FH/bLzxxs7mM888E2edddawmvTiiy/ilFNOwQc+8AFMmTJlWGUNF11O0WT0im4cM9+xisW6xspvOivYDdwwIEr2GSZEa16GVsBoR9gmQHbzKsTy6QT/SSJ6SrRQok+n0WyhQJ/Q/6KFPp1ys5QttEgxpMmhWJkqQXPLDB3MSiyRT+ocY7O+lMPCD9vyO5XOyTM5zDy4aYetr26mxP0eC6fIyMhoiGAwWx+/7iQ1T8yOukmYtVPacFQaqvJokoBoi9RxsWTxfmipSvbJSZMikoumbpWpAoXJiVNAGBVNqf8lsseEcREZY8iZQpP6ylKX+j9u+/3tLZTmGJNWWRhq29TNyR4VLh0mX3aumZeHyJy/P+CUtGR6ZfsAuNe2G4KHPxd1fgHAiBg/JCNQ8aSeyc4Y9xndjEb41Kc+BSEEjjvuuNr9brjhBmy++eaYNGkSttpqK/zwhz90fpdSYv78+dhoo40wefJkzJkzBw8//PAotlzBfVYZ0QBXkewSEK5NVQVRemSef4cqofKprD6oQW/4EaKP1dkyx5lyBKvT89Xq363UYFzYfyPsjbvgC00qxnNAdgrftHVSm1sjQvA0rrcDmpFJns2L1Bu3XfH77X5sO+JtqRKfOvBnr1X7Uc9zS4+paBEVL+m3tAShDP5r649Mkj+xUOWOGMsw2GEmXn7sscfw7LPPms+8efOG1ZzBwUHst99+kFLiy1/+8kic4bCQR3JjiDonyA2X8UHbYnK9uIw7jLdsElOPRoY6VKNQe9zBQ8zBT4Uw2dwM7n+cZOH72pWwIrkVhJ2dpb9pX548M12mu91P9Blcs64Yb+8aDqOTaxIr7tdlHX0qJJyt9Z+B1LMz4Zz6vMJKxiqLBvaZB807pP7ovYfW1lv1SbJ5nPTu0iYCTC3DCBU+hvF/5+odouRjtp/bf07UcBLJ2SagPlRf3TS4OY6InfSqWhyc2ImBk20dJ1FSBE/NcfVkIU+43D3p45c9JqFbva6suIZJeX7xi1/gK1/5Crbeeuva/e6++2584AMfwIc//GE88MAD2HvvvbH33nvj17/+tdnn05/+NL7whS/gsssuw7333ou11loLc+fOxYsvvjjapwGA+Sfgfov7EaKFwiMmDKmpB8TcyMTJztKUX+jy/I8ievrgkj5sIO4QRtzWx0kDBW5PfRKqQXxAhEjpZHccOAQVEVjq/Ox5t4Lz8idAqd7w77BdQRMCax+W7dqj7vudOEICJ/bx711TQjwOnwDkz1MfCjFgPmZbQX+3GNlTAkI/61EikJFNMlx4JEbiBWODGHk6TpCV7PkDAFOmTHE+wwnVIoLnj3/8I2677bZxV/EAmeSZsPDDZZwBt2/wtcKGO+R15SLxUvqSV99gkerEX7awU4cRW2I3ptjhjjj7xSF6fDJGqXMKk1uhTxR6EXaV1rmlHX7ap4USpdRzu4kyzayxLN02gFRHVo7vrxom4C4T70PCTajH1Typ2X1+T+qvc3ofW4+XjwfuPTdlJVUGYbn1bRpm0sJu0PPqWmPXxIzVDzzRuPt+AdEEmgyx99x99wqm5qlpQy1h0Jmw99vgguxGmCjYj9cXsOFMTWYAhbaWpJzhJEtJJI3QS5t7hD1X6cRsf5/ezu0//4+GC4VgKh4BCKHrYkQPrxtQyiXqEfzzi6maKtNXto0SitvkkYY/qHJsvxPD4ap4uhukRMKA+QBuVZjNXYNs/3PPPYcDDjgAV1xxBdZbb73afS+++GLstttuOOmkk7DFFlvg3HPPxfbbb49LLrkEgFLxLFiwAKeffjr22msvbL311rj66qvxxBNPOEsLjxjY0uY+CWOVJIrMKYqW+dBvAdET+NEpf9gOdqmMmKKiM+ljv8cUQBYRssD45dTe1GeEEFEe1al3/MG/D3+igKtZogoj3tckbGNMSe/87nyPXZ/ORJFPWkU/AWEXq7sJYuRO4T1T/Hnr1x/3efPJHjXmSjwf/sIo5r2KJdJ2icqMEETwPPzww/jRj36EDTbYYLybBCDn5Blx2Hhen4jpogzBcrzol0pK2s5X2aoAKWD9f1fy3YSttzJx/zwKQFCdhbM/d+4oP4NKwuySG1LaladSS+tSqJbR43iKmUKvHlMBKMg3NQSPld0rR97mVuCT3iZVtc55oTI7VCY/Dy/TV/tU0rZBnYsihNpCbWmD7pN7Xv550sDI5GIAd44Bf+bA3APUz8h2GsC5+RK8Y82Dw2a4hO0864x5p9hqv56xmc3tNfHyGuTpZ4wNtF0EmuVZUShg36ES1jbQ9kK/SRKAWnOK3vEmE7tO8xqE2Fruylfz8HxsffHjWV9QyPA3rtUUHsFDS5ZTRgZKwqxy5FibBcDY+5LIIHYhpNRlSIm2cOXopPrhuYBaRO7ofSohIIRE4a3aFCWrPGKLVn+smLq14gMbM4AJw7SSypyGysn4rDn73ctB4ud+sH2AP4jprh1jip5z8qw5tv9jH/sY9thjD8yZMwfnnXde7b733HMPTjjhBGfb3LlzDYGzZMkSLF26FHPmzDG/T506FTvssAPuuece7L///tFyV6xYgRUrVpjvftJTHy65bYkHGgwXWklSFK2o30I5K6tqCIVoocKQvuXKPtsVDF0CiZMahadWUftGyIwYcSHq30VznqJgx9M2da7Kx6Z6WRnJ3CohcdX5HU6RHozw8Mgdvt1H9Fp0CGF2QlG9e5iyidxHtuMeKsMvP3J8DcHGJ1wUYpMU1n7TggDqu+2/4yamQnh/ykjd6tnm5+qP79zUDzocWA5p/6Pthuia570CKM+fCe8qDPEYe+btdVTlCVTmfRICqlxS+pql3cYAETVS4+O6wHPPPYff//735vuSJUuwePFirL/++thoo42wzz77YNGiRfj3f/93tNttLF26FACw/vrro7+/v/v2jRAyyTOCcAkeb5uGBCVJrs9azl9kIn0EaJWtIVDyZBtLqTotKVWnBlk/SG9+TvZFN50j7CykokpSWejLqLy/QKFnQu2S5Sw4y9mXkywVP17va/IwoEBLFE5eBQCohERb0lFAJWnFk8IsxcvL9FdpKVBiSLdBJd10O3lqP19CvROo1koOeZ2tK3m117FzQlWnU4w69ppQ8maOffVQODsxDIyloQeYBD8jY2xRv8oWC72JED6+rYeEtuX0CiknX8gK0rxTLsFPZHuKULL2m/YJz8G2I7TZ3JGMraoIcGIDANoOCV4HWlWLCB5OshRabEFpJc2qI/oEWpok6issue/b/gI62aTQJJmUMKFcrL8QQqDk4WGStiuiJ9VX++G//n6FKC1h5k2QpAY29L0bu+/DHVCFtt+Grei/9UAj2hZvwiGYfZcVYisAjdkqW1UFNtuV4eG6667DokWL8Itf/KLR/kuXLsW0adOcbdOmTTMDF/q3bp8YLrjgApx99tndNN2FRz7wiamk3yKt/aPJS0Oe1FUVITvr6nEG3cJ9T1y7HCc4jN1gE5SqHS7hbwmkWKvTxI5/bp2VnyW4L+qrd1QTuiN44pOOkf7GnDsjcSLnxifDzX7m3Nwl6et92hTBUz/hKc04q7KqwOD++cdYgid2rf3rrAiXcPIXgvUn+pkjAqbU18AQOrRIg0dsQo+t+Aq7nODhdfvPHX+fyGewSc3H0A8f5upaTXHfffdh1113Nd+JBD/44INx1lln4Qc/+AEAYNttt3WO+/GPf4zZs2d3374RQiZ5JhC4ESNDaQgeevFByhomi2Yvcb0h4wx/gphBYQclZMCYwZXVkJ2BbPgiEwniEyBmlRXJCRZhnXTt2nOiB/oqqFW1hJHqE8HTV7izscbJ18RaqeQ8KEz7bZmc4ClYD1roNghhf1XXqgTdB0e2n1hZhTv2VTUEu9JVfBY3RZLZHeo7IKrTUV7xUC2aPWCOTFCF59yn66jHmKh5xojRz8iIQa1sAkAIuKuctPUsV3fEu1Vw6kdUAJBtb+JAlS3gOsLG+eX2u+E7KPTqgfzdV7ZjCJUk59E6jaS34ShMGaT4CeHbWbLbdnUrxWPR8F1INc1Bdq8AdDiWUvBwJQ4pgIpKpZUECjvzbZRCtg0qNAtOeyoh1XbZnDyIrarlL6FeGXs8ZPt5cw3iNt0lbJQdT/Uzdj8gsP1Sk5E0e8sGMmag02Fgw9tUt7LimC6jLtes0Ktu8Nhjj+HYY4/FbbfdhkmTJo1rW+bNm+cohJYtWxasbpMC2T1/IO58fNKB5l1h/Wjrr1g/OgyH9UJ2BAvX4j4ygwnFF5XzvrrEQ8zdcNX3/P3j05DWphPpExI1vgInjrrE+y7R66pZmk8AuqFZ1laQer0zwUbl8HZ1huoh3HFQSPgAsSXTOxE89X42I3MSZI9po0PapZVSDqnInjn/3CTa5pnzyR6hn7/K8yOEGQsQ0R+OBWyIo30PFJlvz80+g0p8MC4YI5Jn9uzZkDVjhbrfxhOZ5JnAqJ3JE4WVxmlnW2HkGVQyMvYRbpb/hyOlcAmSHzvkip1lbKNyfqPf+cBAsJlgMrilHv7QcrgFhFkSV6l5wvZTPdRhFBDBVS1qO1EXqUGO+rFyWHSqV7CcP73K48NZV93pKgq+I+riqztDO1BjqebJS6hnTAQ0fL98NFFuGIJeSkghG1Xj2u6GbeEOrncwT7ivwoe7LNwDKXBUfdb+tqEUN2Q/CiHQpr+hBmZE0hDBUxq7r8f9Qp1Npakw7oil8hz1YrKE04/ZZeIrwQgevrwvs82hgmdkkod202+kBjLNSUlW13g4uzlcK4n7778fTz31FLbffnuzrd1u46677sIll1yCFStWoCzdZ2769Ol48sknnW1PPvkkpk+fbn6nbRtttJGzjz+TzTEwMNB9YtNI6gOf2EmSL9KS383sa6iYiNVBE34cFSNqpFmJ1hJMMXPDVR3mVHlbGGnPSZ+4ygfolADYDsjbtdcjRfDUIVTw+OqdNjjxo3b26jfXkNqhzsmoULxJjGjb2fWMEz6qzE7HqvrTqiVO3nGlrOnLOLEYGUFw2++rlJo+cxCF89xVctAhe6pqSI2LEE4YCTPp4RKl1AbnX6qXEVk0SU7jJDfcnHYfg8ndMSJ5VlU0n1bMqEUYqlUknUigswPmvPSc4fUMLy/PMbIJsseqUMK2+awtGRZeJ4WH+Yme/ZW2bJlerhpEjBoKo+Kxbrv6GMKF5eqhfVWoljCzuX1FgT4h0CqUoqevUH/T91In8KQ8DjwHEFfx8LrpX56g2Sd4mjjllZ7RruB2gP71p+vO74dF89c1JOGYI+DE4IbGPTojxst2VGRh+8Y02TKHlGOSfPOuu+7CnnvuiRkzZkAI4SSaHBwcxCmnnIKtttoKa621FmbMmIGDDjoITzzxxMiea8aEhHVobOhKNwMLHn5gt3urwpg+JozFB5oN7v1QIUKRdObbOrx0yNj+KtLHkH30FYmdQGdMhI9dRp2pbaDsFtlwUm/Sp09Yu89tf1kIth+VYkO1aHLA1GnqFma7bUfaLgrvvDlsomoW6ixJzUnH19vdZL0dlZykGNXPJA2a2axxWJ7bP9eVb1ULOlQLGH3H3scYJV5eFW3/29/+djz44INYvHix+bzpTW/CAQccgMWLFwcEDwDsuOOOuP32251tt912G3bccUcAwMyZMzF9+nRnn2XLluHee+81+4wOrNKEEFM6dKOYBOqeV5/oKVGKFkovybMQBUrRMvZTJb512xFTyMV9vPBjkkoLlXvIJoGm60HJnBkxEPvUXBfe17jvfL0v6C/C0pHgMeMFtXS385/kYaVu3kpTXhcT2fzc6RyjivXIPYndO79sXqYtm983q4qhe2fGF+y7rS9C9jCCx5THkovz566glc90jiqVz4ffe7YalqA+ILwW/FmJj0UTz3GX713G6CPfkVEBu6zei9sNuBzVbDNGnbPVdjDBHfdOzn6sY3NWiwrY/NIcZ0OPOksvw/OysnD3v7BbAqxzLWRhyBhaHUVAJAke/qFQrpbQCZpROuWm6neJHuGdR8isdxrQOB2fHNKy+7ATTs2sqkL49a6R7HPJsFSdq51u4IPJzsQOL88v24HTXjL8q1euhOXLl2ObbbbBpZdeGvz2/PPPY9GiRTjjjDOwaNEifO9738Pvfvc7vOc97xmHlmaMB2J21RLvXh6WWtIgZQMKh0zi8ve0A8ztRHwfP+Q0dIjbQR8TI3p4+zvlKCMSRf1tSZbCkCyWdFF/C5PDpxRxMj/46FAuG9ZV2DxAzM0uIFRd9G9Ds9VUeeP2mW4+Nr+PL6L3vlk/awdW3ox5rYopNrirgzfY4n3Dahw3tSra/nXWWQdbbrml81lrrbWwwQYbYMsttwQAHHTQQZg3b5455thjj8Utt9yCz372s/jtb3+Ls846C/fddx+OPvpoAOq9Pe6443DeeefhBz/4AR588EEcdNBBmDFjBvbee+9RPyf2xrrbuxpkxt+nYPKNEzfegJ5WMOLb6oieaPl+mcmPt1w58xljihN/e6fz9JEio3jagdinI8FjyOBKRSPQhxPRga/JV6lER7InJF5cEr3zc9JsP1+BE9bdQoz06ZZYL7xjzXNHycE12VOalbUKh+gJx3L+udYrm9SzH1kcpgdCdcTRK8G/hih5crjWSKIm4fJwXwQuNzUGQYcg2SScKj8Dz8fQS6gPd8ylKEGJopWhEFp2rowyX0rXb6/NK6Ryy3AjQWqYguXhMeoZYWX1KpNPZY5S/xdmv5ZQS+eWAigLoK+AWX63goqTLKRQ73NF2wsUksKwpDlf3gbVbmFWhpFQOXvIWBays/Hn18QumdtmMxJkZLwZGObkV+AJ55rN0LtgHa+pjzqU0nkueRuGi5hMc9Slm70mXu5Ssr/77rtj9913j/42depU3Hbbbc62Sy65BG95y1vw6KOPYpNNNum+fRmrHqQEBNnlmt2i73QBSrhs7UgJWsFCyaxJd23DAGKhP03BnbZCApXQ2yTZMu3cC6viSYVqFbJwwpRUuaETyUlzInWIZFHH6ITHAiYBM502V/BYpSZQFsp6cdsPSLQgTKRqxcr1SSQieCopUAhphpLp0C7dj7EBRCGLqP0nFadNuE959Ow9cPtIm9DfllPVkvz+8+QnOjX5FwRX8SQcfH9wGoT/AlYlBJgLPB7oOfFytv0A8Oijj6Io7P3eaaed8M1vfhOnn346TjvtNGy22Wa46aabDCkEACeffDKWL1+Oj3zkI3jmmWfw1re+FbfccsuY5/1pYvNSCc8t4dDMbtrk6p7aWrrhmKk2ON+Zn05IqUdcW0L7+n1EetIgPRawvrWyRb4tKExbO5FVfv6dRqhj0k2IW+HYSZ6nJ3beKaWOud6IhU/5qFi99Yvk+PXUgZvHbuY+ndWLI8+e/gEAUKKlnkTJz5t6RbWHfeabTTh1A1oUaKwgpYTsgbCZqDl0RhqZ5BlNdHzhlRELZyPsEuQChXl5BVTSZWWkSlW+lIBsQ5olYitANO+0kk1nhJKQig2W7SFVZzXkdJbkiFaglVesUqfOmPKwJ07cFFAedwVN0KCAWq1FOPu29GxuGah2rAFtS7VMYCXt4KAttQxfFuDZKjjJRPWonpTSRneemY7BD6NQ120QZGgFc7iFKA1rH5vpbUraucsqMgmsoCWLXdXQSBl4VWAByApjnml/GOz80NBQsJxrT/kDInj22WchhMC666477LIyVlW0YZInI03IOM4o2WDdB9jVDdV7rPbT4bOigkC6T3EgK0CTMNw+B0SPP1MuhyBlYW0LKPdEuJR6gRJtDCabYJLuM7tvEi7TNdJnSwmYTRJ9TeLzMKy+goif0PYD2v4LRV6B3Qfe55CCiNrQlujKEafzrkPFr50cghMO4ikBOtv6zv4FJ/hpBTg3gW39Esmdyjd/j7d6p+ecPGum7b/zzjtrvwPAvvvui3333TdZhhAC55xzDs4555wRbt3Iwn0PSBXik6WVJdBjdhmuv8T/Tdfbdm2l5wfy9sWUOH79+g+nDN5HNFkcI1DWsPOP2xO7PUXq+L+5ZLBHfInCXd2pEVzCxV+a3CdhmvStPjiZw8kR598e/dhYW0LixZ4nANMOVQA/Brp/d1U16hkotZ9A7W6b8Zt//rFrESOy3OtaT2L2KioYNnJOnlqMs85q9YA7y1cE30e0rmTHEr5cybw8DWd745JCW198qcTuIKCMUCokihM7bluIrFBXWIVtwTj5LUGKHvUptNKH51uIlevXG/ueInqayPYpZEN9scsupzqlXkileL0yMcvq3eMG9dXf63E0KT3nZZC48847MXXqVOdzwQUXDLtJL774Ik455RR84AMfwJQpU0bgJDMmIoT3H8Ef/Na9O41VOMF+TWdNu383fTk2DzlqdHwXCerV/nVqWHffAsqmtxjBUxau7S/A7L9oFoZFRA/Vb4ifnpQiCkb5pMEVOTyMYCRQ2x+znIF2U/O6UwNVp4rIezDqGIZc/5Zbbsm2fxWGH0buhEVG/NRAxRP1i5rZtxgqj9hxP0MwRD3zBZuEcPm/uSkbKvNv+nw9QkGyTxdnB01QkyqxojxtsCrFuH3QbRYUypb+L5Uvxi1bRRSY80yoYpv6pE4oGJGCNJHtTWzHVGE+woDgJgRh5ZyPusaDzmS6316/PDtREIZXucf6ikz7m0NKsr7LV3P67964IIdr1SIreUYLzAjHXjChZYjutlDRwx1DYutp1k2peio2jHBZ+mbOW7pzAdSMqxR2aT1lpJW6JWXgSMYfc1zdJchjvzutQSWAQtoVseg4NfNqcy30FdCyfeXok3vZlmomuK1DtmjmV89XOuWGJllfIR22xUkogQKFKFHJ+Gx1TDZfIdIxCH9pTvvpdSbX6aTY3+YYPYNbF7vN1WR158XhSEMFunQeRgC9Gm4JzJ49G9/73veczcOdyR0cHMR+++0HKSW+/OUvD6usjImLjoNZ7TRZp8ufmYxBzfI5kmwjXVf/CqN1odVHKkiahfQUOsIcxxG+n74NoFBdoNRKkHAAkzr9QpRoN7ABXMHD1TSVZKFUEDqMTK2S5SZTVkRPS4S2HwCEFOiT6iKWejn0Id1r0tLpPFRLwCd2JAoVK2evnA6/agI31IKu3SAkJAo+kINV8UTLic2Md6zXqjjdUC2Ah+um8zXE4Dn2HQifMVH5DGN1rd122w3f/OY3nc3Z9k9kqLQEtDw0JFBhCIKrDgKCZchR8UjKAUNGUYfXUrkgX5uTJ57Kx1WvKL+7bciPQVTVECM9hsAHzgBXzwGd+wN9jKPYCVVCtj2xdzKWG0eXm1AwUT38nN36bK6cura7EwW0sdNkRZH8zdZfmP7DrBoVHFd3Td32WzKD+cdGyRKeC7WBn79R3UeUMTH4BBWNTqROD0GnIGQBFDocWOj6ZGeSnvbzz9miAqmEKwyhEC3Tr6vVuWynGiN1wmdvjMmTrOSpRSZ5xgxlrfNWF/dp5fpkiCwhILWOBTo/Ay2dxzunXmYJbdynOr4oWqjkEITo0w5qGwIkR23rTq75crpWrs9WtRLu7J9dmE+FbNG5EAnj52To82Z1AWBISkXyVIAsgJWGGFJ5eXi56nyFUQbZdli3ohtQHgaf3FGOyRArne6nDdXi0sugXDO487e799qSSdaZSa2qxeErktzQL4L/3V/Kk6Oo+W3kIKveY3NbrdaIzraSk//HP/4Rd9xxR57JXRPQMbaHrEi9Qx+PoycHv3S2kd2HaNeWyeEntky1gaTe1k5YZ1DZMfVOV6hQyTZK0VdXpINKVI7jyVtttCYsREtCquXQpbAKzQIuuS+AvkKAIrJKTeygUr9VQkAIaQgjdZ42uTMRPLwNtE8KlGtOoEQhbJhysJ/uK2nwZ2fx1SIKFKob2OTILHzKifbts7O/w/B5hH6TgUhk0iJq0/m1Yn3OaDv+suqtBimRbf8qBTtod0hm4mqihASRLYOKbGEED4UwOjCkfLwFVKdAaWxgmuCxiheeIJ8IBYkSBVqNJn3p/NKTq+6Eo6/AVH8MuQomZ6W9ergETxjyZfuseuIhnXqgi3GKIaXsxIb5KRjzpPo6L5mz45Oz58xfzQ2+7ay8Plv/FgnxcomROElH7Seyp9KnYAmfPtN/8Wc/hbjqyCPndRiclPQODQFomfJjJCK///b5Gic1T0YS3Y/+xxCf+tSnQFn863DDDTdg8803x6RJk7DVVlvhhz/8ofO7lBLz58/HRhtthMmTJ2POnDl4+OGHR7HlFjzuvbfj45I7W65VDPmD/5hM0w+5SrfZ/l0GyzaWqoPkpAXVyWV/DWY6XfWMsKunaMKH50wwiS1hf1MkjyJ3+gqgvxAYKIG+QqKvkOgvFKlDg4FWQUqeeLmmbNYONdOrFTwyHULVJITBxmhLwFutoTSKHm+Fs45hYG4HFzgBnjGnGSRTflezuCHssR6RKVjo4lissCVlb58RBjn5Dz/8MH70ox9hgw02GPE6VnesKra//vmO29ruJM6aBGazhILeK12nO7xtHjrr70e2h+wPSb6tvVAOLZfkN1az6NCJOpCShsCTMDvbBFfxKNtOtr/f2H1ptpHtL4WdALAreIXgeXm6zsnjJeQ3eYscJ9vK37mKx/7d3F9I53uA0w/Q0un2epZBP6DPICgzFf6hwP/22jKWqypm27+awyNvvGfcV+5QGJEfZmNyE2qCxwER5qwewPVjnQk79l6nCB7VjhWQcgVktVJN7jHyB2g79pT7053suHvelOORJhAppGoIJkTMJ3i6gEtOuIogN+yredubw/NlOaHAyBJnlcma8n0i0F43+vB7NKTunVwBRRIOoqpWoKrUd/OcmfsZD+Xy/6b9LPnofqpqBSq5wnuO6JkeNM+beQ5Nbjy6YjXn7xBK9Bywa2jOYcg+yyQgYP2/OS+mLBsX9Gr715DEyxOW5PnFL36Br3zlK9h6661r97v77rvxgQ98AB/+8IfxwAMPYO+998bee++NX//612afT3/60/jCF76Ayy67DPfeey/WWmstzJ07Fy+++OIIt1pfTuE65oB1ouJKCxd1ZIGfHFHwgTTJMBPlRsFeUj9DvXH6Rejs+8u2+2RPCtz4uEv22hAqh/DxjjfkDDn5ZgYXmsxRDv5AAQwUUH+XpPDhSh9bDy8XQLC8riGbYAmeTgk2zeXVCifzr6QZUJLP6yUQNcFTiL4Ozn73cn1KumlmbQwZ4zr4QdK1yHPY5Nny48XHDBV6i8vt0tY/99xzWLx4MRYvXgwAWLJkCRYvXoxHH30Ug4OD2GeffXDffffh2muvRbvdxtKlS7F06VKsXLlyxE95dcSqafsJBfu48GfSfIeUv1dxhZ0lU6mPcexwR/tLx9c7467dZwQERGRQ5ea9MDUlVh8kRQtvkbK9cEKlfKJFCFLdCJZjxyX3+zSxw20/J3pKj+DnCfaJYCISqajhJ3pNwMkHhTRTbMkdreI0ixaEtj8W7pGsi/Uzfqiub+85wdP4XJL9gPf80+RIlyrYrjFGORmy7R8H6MGYq0AkO6IHy5U/ELaDdBpIG5KDETydnkt3kO7mLSECqa0H3pzgqaqVaFcrFRlQrYRVEQ1Z1bs3sHb86Qix6k7guaSL9f3J1xzU/ib7QC1VbiYZAZD1c8cTKdvtkbu6HEsy0P1J9y1xkrjTJ9YW+19PRI//W3AudA0H2bW03yGH2H0ddAgfItWMisshGuk3usecMBtyy5dDqKoV+jla6TzjUrbRlkMu2RMQSzWpFtgz4F9DOhdLRlmy1J4LPcv2uqfu02jD5xm7+awJmJAkz3PPPYcDDjgAV1xxBdZbb73afS+++GLstttuOOmkk7DFFlvg3HPPxfbbb49LLrkEACClxIIFC3D66adjr732wtZbb42rr74aTzzxBG666aZkuStWrMCyZcucT2/oXcXD0VFSHZk1qx2QN1Bu+CsKOB+IpEEPE4S1nX992Dw3InUq0WNoppcSapoky1BSfkq0XAqpFD96EFFXvhM2oAcXMbKpFwQzNB061SZIO/qxjs7dN1Z3k+TR9e0Ymed9IuO+++7Ddttth+222w4AcMIJJ2C77bbD/Pnz8fjjj+MHP/gB/vSnP2HbbbfFRhttZD533333OLd84mPVtv0RYiYyiIiRBCmyxS87bSt8mzs8D4aHDRnSNpGPYrTgXznHNjNShpM+FMZFyfdLIY1ih/ajZP1AfV9gCCfYPooQI7ZSoJBdfiyfReQqHtUmn2z36+lUb6ff06HjKfiDSx9jmmR5HJFt/0SAq9hxB9X8u1VKqFQGUpEcnOAhJ4+hThEvZQX/Pxqwc4LHJZba9n3XE23++8LfL4fUYR8fQRJcOj8qSypSxydLaHVV6OTHlvhNJ+r128rvBYwqokKM6HHJB/aRQz2NypsQBzE1VPOJbxm023m2ZJuRdZaQCcke93yDZNWa+IPzd9uWL9vmN6PoccjMwSjBQ8+kuf7O/W/DteFVcN+ItAkVSkPsXCzp6BBr3rszJsiJl2sxIUmej33sY9hjjz0wZ86cjvvec889wX5z587FPffcA0DNtCxdutTZZ+rUqdhhhx3MPjFccMEFzmoLG2+8caO2x5yd9MyZgp/JPFl2QLRow0xOuJmh6CyNV5W5D7lV9LhJxwRolpFm6EpA6DwJ0jMoXTr/gi+lS/kRwP6Fq6ox6ho942oUOlrFM1AC/SXQX9hPHyl92GwuJV82S7Yz8Pp9tQ+QnqVW1yCUTPpSYiuXZQqeos+5r6lnhUqugzuToT5m3QLToTd79Z0ZpUi9vvprXCF7NfTdGfvZs2dDShl8Fi5ciFe96lXR36SUmD179qic9uqEVdL2s0FCapUtH9JxqOqK5opQl3QxddBMtzeTZ8HsCe3P3udYkmay+yaElNUp2WoffOWNaoTybjkqGxNWRTYYJkTXJNwXwig2B7TNHyisysfmaksTPaQiEqxfiKFpeBoAVELlKgJUv+DMxkNqday2/w2InjqShe8HMJ9Cqr7GPo8h0a/QhYqnhuhxn/sx7A+GsbJiN8i2f2wRhKI6g9FBS7CwASlX9PiJlgOCJ6iQ1+ethgf2HtOA2lPwBAmeofw80LuOUk2kRXyw2KpOvm/dsd8QfIUqOkemrhOlJnf8drjhm+4l4XXxdAzS/dsnejSB4X602kiSwryd+KT/U2DkSYSgoOvJr10n2MT0bhoF/8MujCYN24yQIdLDDeWikCc3PGsIVmEVs0OV/i1O9KhnXYVucdLR3pP0OYdkjH8dQ9LKP5dAwcOv8ViGQmWSpxYTLvHyddddh0WLFuEXv/hFo/2XLl2KadOmOdumTZuGpUuXmt9pW2qfGObNm4cTTjjBfF+2bFm9sx91Chkz3sDhkbJZ4kzKsE9GmVbZqmBXPwEqQFSIO1olVGIta6jjM8mUmwGoxKCSlBctSNlCpbaaWQaVwlglGhZoqzZ5q4OZ8/SMj4AN3DIEixRmJRUpZTB8KECrqticDH2a0GkVEi2S+0MpcQalRFsK9AmJoYLne5CmvII5qNQOMwHjET7O+fiySE/WGxI8leqMRR+I6CmgQ7Vgc/AINoBK3aOwLZzgadNG3eHrzpwNFlMS3Sb1UrI5d8UHqDrMtRtDVn8Yq2tljD9WWdsPwLGztTa8jSBRZAO7b941UQD6eAn1t4TUq6O46eH991aVoX+L2H2bbF/ZbYfwEQWE6IMUNveDM3NISZhFlQ7Vkm1AxF0OUmb6OXna7N3kq3ARYUPkfp8h9JVyp5KUeFmgkqTklGYp9TZg+pcU6kK2OkFGnG2SuwNtM6BwbbC1zdS/p2yTSyB2Uv7A2H8/BC92fLoc3o+xPs9/dqWaVBjTVVZ6Xl1rZJuRMUowSYLpewXFVw/CPr8lI1g4ke6upOUSPMqPdZw9Xi0980I/9wKBz+Pn4LGqjMooZWK5rupRBc2p98OUvwi9YEe4k183J5O9xMI9TtapfghQq5TZOiwi7U+SAW1qTG9t6dCnqmvWtn2irsbWllCk0zPAySa+MpscUv0yPVdR21zBhktV1CBEFV76P1WuLbHSfxRoIRwdWf89pvSJkjFCQI3nCkDq/knY1y5+m9rsmRxj9Q6Df0rdHLcmYEKRPI899hiOPfZY3HbbbZg0adK4tmVgYGDYy2gCYUhMUwNKq3aoYyxZwp19Z5UtyWZpRXcSReq83HaXhnqpBFCIPpSiwpBxTMsIgRGeA0GRQOG50zabZJnqh1463bUuNNNKuRVInt9fSK3cUYk3S2O0lcffJwTahQ7jqnQ5QqCQAtI7eROmBUU0kfmtcwiJQefn6CdCc5IuOw6+nUWh6x6GvDHyRlvetKyfSSlp1thZxWX4YWI+TFmi2TM3KsgkzyqL1cH2W4cecPPfhKClf2lVlW6IHgW9ypb2wKRjxVLkPgBRQEq1b9TuG+e/VO1DiaLoQyGHwMN0Jc3IshW2JA0yoMieGCpUWuFif/fJFGo5d12F5uOJiOcJlznB019Ykqct1bBHAlhZKcKoFAJtIU3/QvXzRMzqN1U/nwiw52BnbytUKGtCVO3qkzTLSoPFEkL0KYKf52GjcNnoAK/teaalY8PD0ASrXOB5cpoQPMF5JG26P5ip1Dtg9i+UPzLaM7tryKzsmgizAhYbTAPQxDY9m/QcEryBNF9JyyF4umgHf788hbMleJgv7JA7NkTSnxQLyjWTAOq83Hcv9h7qSbXEcC7dr5TO790uwKGIXBeG6AHgEsEJUjrgcPT5UVQCJ+acypuRP/WrC6sVYdPK9ohdp1UsdVstQUT2VrVdaDsY2E2f3AEANrEbKC1pUtjUNxgQPbSf0xeYsUaNL85tsvm7DQihCSs6J/tu0fMRkDvR88qYCJhQJM/999+Pp556Cttvv73Z1m63cdddd+GSSy7BihUrUJbuizd9+nQ8+eSTzrYnn3wS06dPN7/Tto022sjZZ9tttx2lM4kby9o4V/2SkuOt/m7DWV2LKXhsR1AAUssu/Vldb+DgDhLqByH8mEIClXZC1VLqLVinkeSr7F8UakaXSCKa8YBd2l21oKCrpetycx/QvHQbmpThqhpN7oSzuYrk4UoeQGCwVMupOyusRKY8KOmybaPqyKRpg12Nq9JOPgeRWfycndVVyFhCaAe/hdI4+iW7JkVwZ6TXMXSGJ08GDeLSnXmTFcI4QqM/fuh1CfXM8ow/VkXbnw7HKhJ/0wyjv9115usd7UKR0Po9VkS/lskbBWc4k6n6DKXgVO1Oz8Bxcl9oeyaEUhxWogV4ku3YTKIPS4LXg4dJCSEgJC1xLM0kAF9CvRRSKzgp4T4nedSbLaXqHwYrgZJIe08lVN+m+t+VQol9N7ZfkUGUI6GqBs09En5IgCZs6Nq3o6EinLTpAs4J8HeoG4KnbtDgP+9qgCN6bW8P6HUJ9VEnnzJGBD7Ro7bBHZwGsIQBwBU83T33EEqBF1c8uwQPtUOIFngIlNAKxtggORY2a+13nLB3FZ1qn15EL8MPt1ckLg8b1oWZ37maydaTXlREXZshgBF0ABxbohRDnU84RvDwcZQVshTO72E+PPfe2HAlrWyVpFx0yR4X7Hkk5Y4O4/NJQHW+ZHOpDurbQ6JHyNCndybhQc+m2+9HraaUSodJ74psx0krh5xkBE/kfo0qKE1DL8etARi5qfwRwNvf/nY8+OCDZvWCxYsX401vehMOOOAALF68OHDyAWDHHXfE7bff7my77bbbsOOOOwIAZs6cienTpzv7LFu2DPfee6/ZZywQGtDml77ZwLtwjF53Mjo3GRfPEWC2kQrEMdR8xjCu5mmaw6BgbaeZXaPqSQymePJNSrDcEjbhJv8UsIODVN/gmnW+2kp922NETwruLE/4XARxv/Dvf73jHFNV2YTW3ROPZoDRgAyMltmj9Lcn9JyXYeyamBHH6mb7Y+8xh+sohr81LWt4CW+5Ux2C8rBZu++2I3QiO0MpWuL9GZ1JJ3trVtwCS7acsPv0Eew43r/4dfHvqbw8QPN+jRAPOC6cvrarpPfJZ4vdCxqkQj0nzVXEcZWBRXj/YrmjxhQ5J8NqD+P3OEsgVzUfDbs8H5LPphO2AncAy0lO9rEreNkQRkvO8FVTKe+izW9GfzvqaqTU1fHJPf84+tDkYd3HDcP1392UsiWEzfNVgPL92Jw/fepT9EOIARTFAMpisv70oywmsU8/ymIyCr2fOkYfL1oAzzWUhKuaiqUlsO32fmPXTpEuhb5vLX2v3O2US9NMtJPKNZi8YR96ZiMEj3NvzEq79L3P1MHzUZkcUMyXiPfJrg1vTL6Y90sfQ3FRLD7K5klyCZ4xRZ0J6PRZAzChlDzrrLMOttxyS2fbWmuthQ022MBsP+igg/Dyl78cF1xwAQDg2GOPxaxZs/DZz34We+yxB6677jrcd999uPzyywEoR+24447Deeedh8022wwzZ87EGWecgRkzZmDvvfce1fOJO1XhNht+ZWdfrbIn7lABpPaxhkZKxTiTdD8uVbThXbry+nPQMb4CJYRUydoKYp61wXVzM1SgvDz0DrkObl/kigjzL186N+WDFYKWUbfLp6tkmxL9RaXDtaTeV53/ykJiUFLSZZWjgcvynXM2gwCVD4i2kbw/BjpHvvRtoHBiMz22E1EdPil6BEpWVueONrncpTHElXZwWOcnbAffpB5nJrlGCUazS2HOpVDWOyrI4VqrLFZZ2y9IIRcPAWiidIure2JVUVk0G1naNpgZ7rSCk0J8zf5w322/HnVeerBiEsP3QWKlqceuMNNGRdL3BryTT5JEyRb2XhZCz2lrcody6/QVEn1CGts/UOpZSAi0dchWu1B9xJBURNBKYXquaNsKKBVTdJKTkSg2F5G9XpSTiMLVHCUnHSsrCD1wMKFasGRP/FkJPdN60ob3aoUzqcDDE1L1+SEiKVIyNkkxLqrOnJNnjUAwQDVKP4YkOVvzviQTjyg9OSTtEld0qNxAXpGMGC+YksdO9JlTQGzEmQ7hdX2vXsjV8BKl6qmCd9qMHwRg8g6ZH7ltsbaNE1p0LWxZdiLREhSFzoM0qMYxEpBCkQnCuU1cKcSa4U1G8/oAfW2jKqZ4OgNSTFF7eR/cKP9kdHU15ZMTYeROolCfbZ8jcw+0ooeeTbXqVSvodwPSJ2KXa0kz85AouVCcHOLKHvv7WOZj61XB35vqf9XDhCJ5muDRRx9FUdiXb6eddsI3v/lNnH766TjttNOw2Wab4aabbnIGDCeffDKWL1+Oj3zkI3jmmWfw1re+FbfccsuY5H7oJf69U3nBaihSGxsIwEjxufMedhZCFEqO5y0X6NZF+WGAAhWkJiIqTUq0BZFKniGhzsuTnCsD2YYUdjsneNRkC1P0SEAIV2lB+9PsrVpdRTn6fQIYKNXfhuSRqvUvVhJ9Fa3GAmfFFg7THkb0KCKIJL+eyoY58aojSOXhsbNBala1T3d4faCVDkziU0qeJ716GIOu7nV85pcnH1S9kc3H01iqnOiwQic+JHsUysi2UUbPJM+aYexXdUx42++o8/xkli6hYhxDwW0KibDrHPxInVLC5GsxJs2WpcAH9TB1hOMjZoOg7H4h+lBgSIVracLAHeC0UQlGYnjnbpJA6oT80hAgoZVpYp04uW9z8iiCp7+wSwK0pcBQAQzJAn2FwMpKmpxshdDBAOR7o165Q+015xTMjrbhT2DISN+orrkiy2g2X+W7owGRnVQxwgVOrjB7DsSJnjTJ4ubwEYI/E6ljKue55bB18/ttJzHG1P5nkmeNhQnlAjz2okt/u+b9p1w5/jY7cedOfnHlSOpfEFGCOEnQ2f6HvzfpM6T0+4ZOdfB2qTw25jfh7+uTO0y9RH8jVC1S3jIzYSwVeWF7CkAtRAIgmu/NU/HU+rpp8iw2CWobqf8Vtn92JuIFhahGbF8Qvmavi6/ocq+L3wQ9DuFjClQAhtiEP7fVDW1w8OzXPR9emePtP/eqyslKnomBO++8s/Y7AOy7777Yd999k2UIIXDOOefgnHPOGeHWdYMYaxyCXk7DHCdeNiJ3IKyCQg0yrNw0NVBQRJFqk8RQlMu1HVKJQgJSO6DcAArRgqxWMoffJqSUCA1ObFARA5nIIjGbasSVeja3JVQenv6iUkoeIdFXVJAQKCqBSgL9hcAKnZC5LOoZbEU42SsvtYrHv5KBo8/vHVPvmJwMckidmd/piQL0H6GdCGkA0m03MeSmfSyG2ZvZj3Uo/nml2P84xtipz1jtsarbftf+0Ywff0fabEaUjqHf0naffucrK1phZgUp4v2GVf8UsEv81pH7lelnikLL1ivKx8aUipH33g/J8sOVmoR3FVC2122bss2lDs3qE9Kx/5PLyih5BiuBdinQljQJEFtEvMNspjkfdYUroRJHK8WiTTrt7CtUSFolbXLmCnxACBMywZeoFxHS3s+BIGFXBAtmmgOVAU1MUHiAO1tdd7ZBO8w2v1+yyVvTz3lGxuigjtype69dpQH3XQp2XOWSL6w4Hp4F2Mk3JBSZjQj7JJod6/t4MfCogbrj+f7KXsCQUnbFJUsWccLX+rUtx88l1aKfCoLqIRspZRuo7DSF1BZWykHd15kRgqfi4WFaIclmxyFUqztZmVLwdLpucST6b7+9rK3NnxF1DWjFLanHf64YjfnwfNKXt0+45++00UMqd0+j/UYbEr2R9WsIwT/hSZ7VDbUEDyN1rDKkLju8W253hCp3KOOGy6x8JUoIWaEgp5/NJCqkHXgyijwhcSjV16FTjc7UOw4sAbNW9bR0uJaEkt23hGotKXhI7q+kkA1Ypw7wDX/seziQYvkYnA4pXHaezxgZI9qBqHHrUqqf2OxETJnkn0MQfhXpoCcETJx+RsZYot65jjmHTZQ6jdU8DcD7h6bhk6TiVPbf2g9LYvOkobTSVp8heCq2+hadT2rVLbfeeI9kQnn132TDKRdPy+Tfsbbf5OTR+/K8PE0TL8fAl6ilWelKtlGKMByZ9rN21BuE6OfHLlQAqMSjsWMVUgO6Tra42+cpVreFtzqP/5yLAugykX/PkLJHpz33F6sS0qFZiUEqf955yBEoYJPuv/deCN+/Ldmz7S7RrshXFbbJW8ftt2/LfUK2yQRZU7+rkU+Y2CdNDiFK9Fi4SaaJ3FGpCBS5YwhtlmSYn0uBtlqOXo97iOhRiwUom0mrPknnfvkKnJbznZ+bH3LVDXxFY08hUKwt/N8uGwKgDSlKrW6q2ESRS0YFkzg6koBW+A3anHouTHl0XHwyOWPiIZM8Y4hOCp5kh+ARPW52eGK0SZ6oHSsWs5kyOTa8yxqDGBkBKAeUq3nUKlsqPwN3+MngVKjMalh8pSk6C38ZXfc6IZorx9+HiJ1SQM/oVlq2X6HUgwmBEpUUGCgLrNBLqZdCoBD1hqmA7cTU7HF8f3L2OXFFZJYN5bJSVJWPod9TRFGiOr6SWk0STk9aGeswzX00+XhYx5Kg0lLKJP/vsDnsORzHWVwpHT+uq+MyMkYO4XK5RLLUhW2pjU0dP2s/lMNL+hUXfp8itB03dp+pMH2QirNAoVdXtPnYSCPNw5CUTW+j9NpfeY5mZWxm+sUjrVGwXZDtF1rJA/QVNidPf9FGISQqvQriYFXovD0U4qtsv+r5Qqlowf6NZyCwiaNjdq5CGwVKE6pF+YpsTjarpLTLp5dRex8QgxSWIgrYZ4xf63gYg5kQSNn9hLQ/tP8d8gOa59zuxwlFO7gYecgqczyrO1zypobcceyP8TijhE/zST5v4s0neCgnmhQmjMZRkERU6anE+y7SZEBKWdLL5EDSN3TUSyHRw483E5eFUikSwVP6Sp4IES4p91GhCAUpKjWUqSqtViUVKl3LdlQVw20rPy97OnYFY7pWYVvcyXbnX3PPrELGIeka9t2xtsURa5+fh6od+BD+ZK1poygQ5FFy2p1QhwpF7NgVE7USaAI4zzknTz0yyTMmaD7r5iylzo5JKXqMo0+DAykgRdzht/V7zr5H7sSlnFrNYxIEc6cxzDsg0VbJK02Z2jEWcXk/wGZZIVAJZciIopJSuc0l21epc7QUXzv6A6Vy9PsKlf5ZXVOBVrtCXyGM6ie1hDqVDX2V/IEIHcOXxyVHnq5TxQysQ34ZR0Fl1S+KPtMJFvx6ChgnJD5rYO9hM6Tjwwm++op3ajH4zzHvEPy8UWPG9OcVUzImEEzyR+99CJ3ztrXfsOSPP7vsk/vK3qtl0S2szYkl13QnA6yzC8BR3SjioQCE7mOkmoltawe6omTCZOvBnOCEzaCE/HyFrQrSvLJFw/FWAZ6TRxpiX33aKIXKx1MIiSFZoK2XUO8rhLH9HBLcQ06D+gJprD7Zu7a3H8tBpM+XD+iE6NOz3H2mP3UUQE5f3HZtf6MloN3VMvUVM9+aKMjoPO33MEwrmCk3z/k45WPLWG1RR/CE5E7obwdjUUdy46nPDDqRomwbpEkOLGjwjwKgpLhenf7gmyvmfL8uFXaUapfji3UYb/jkTmdSxCV6+H58bBEjeFTYlgoF9ttFie5NTjJR6O9uudDt4c+DUe3Qfux7Sqnut9+deNF2TIbHVZVKucDHOqGtrb/uQrj2mO/nqHC8f93jQ4LSabtznGe7BfX9oRpKgfcV9LclknyiR6VNHUf720wIFz9uDUAmecYIsdCalNHmRE9SVqkdcH2AdfijEmmlsgiONx9brzMLpw2yLUGrTowRbRlDQUv5KbWOXZGAl23ONeJPp/VGkXPXYVZloaT6NvGmInj6yzb6ygqVTuhQyTYGihIv6pnfVgHwJJtVjd6p0LOPKvo3vo+Tl8KfrZF+h8BmcqlD0ioeutZtz/qE6iq+HG4nh5934vGEcrHwOr7dJxx9pGaU1MFjaElz4uWMCYLAaXZmP90QJrWfVfT4iZhj/YD7zvmKjkh7GDFknExpZyK5DeC5wQQKlOiDFBWGhM2voMglTXhUQ4a85wmIiQxRZ0L5ewqzb+XYHfXq+gSM/zrzcCtScCqip43+oo2BllXylG2JwarAYCF0Th6Vk41CvTjqLIBqmzTnofZX6hwTqsVUqqrdVu3jDgZKOwii/pQlRJaonOsfIhzQ1IH3FaHyhyOcsbbfeWiaHaD4z3gwMTXWtr8XZNO/aiFG8LDnOjZQVdv95OChSsEiPinrb7ODXuiJOanKMWqeQUD0aaKHVr8lsMk7PgEA912NkhVRFYprS+3fibycEXInpfZTq1yRMnHIJXqc8tgy8Y6qhlZmtAQPKRelXpFRKffb4ErA9CQmG/toApv8W1IRccWQT7hItCGF6rcgQnLF7Bv4xXzSdpDZdH7PQvIbIvSl/Qkd/54phEnvnQVXIvY8tLmJeIjgnSmDZ8K9FvSOtPX4tFLiAEb0qP3G3qDKqrdhxlh2T+OJTPKMFNSaeo3AHTrAOkQOE+8pemrVPIJ3IPbltRI9u5/arl5YUv4o1CX6LVEAkKJEITkrTzPCQ6oD0EQPETm+kRSiMM5+JWLSb6Xc8TuQGEjJo4ge5ei3RIX+so3+llLy2LqhZnmrQufrsXkdCL5ih3I4qALcuv0ldGmWlrPoar82bKiCpZuVTN/GK5u8PGz59BCMruadiSicDso65bZTcGc62Dn6ipuIgiflqPvP8ERAr8Y+O/oZI4M4iW++e++bAifg3UTMjmIHjPw3ZRTMButQGGfWlYVogTuyNtzKh9ShvrSkNwAd+6/tfjEElfNgyNg9u4pgGxAtQ3CYMo2yJczHVgdnCCOZwlJQrh2YJdT7S237S0vyFEKivyoxWFXoKyzB03w6wbs2ZPdZ6BWdM/1ucxRZtU+lBwSWZNN2v2gZFSefTJGMVJHmPtHARzn5TUJueThDk9CAMCQBsOEILlKK0PGCrLIZX3NQR/C4eaLUfr6fo7c7ZEmaCEmtYuqE2hr/X6kczEpQGIREiQItBOGQCVtINoKTBc57ZuMfWfs5XMIqpupRh7t+Ia16FZC2TPXiRxmk2h9sCxQ1Xq42TnrJitm+eqQILD6ZyUnzSquEqmoQpBYiooe3x8Il48i/5gQPPXfOmAgu0S1Yv1DXfp/gcceI0PchTmiGZLsfVpx6xsvEs8Ymm7Q/Ukn3uTf5kXTo1miG5CYRd2WaHbcGIJM8Y4y4vDk+8xVLxFxbNhmCJu0wBq6AHxrkttcuqSsMMQRwRY/Kd2udXu7Q8nKJ/OGzuykUnrGojAutttnEyepvk3C5UCtrtUrVyfYVagZaQCXkLKCO6bBabkdEExR75xw4zYFEUoGreOg6p+qgq+P+2wk1+X1Y2zsh1XkHuXzYoGRMkcO1MiYA6tRu1ka7jmQYrjWyg2f7nhbMYQwVGOnjdS42MxNbOGQAOeq+oiWGCip/j5oh7v59JRteQBrCpyUqlIVEWah/25WAlEJt18mXCwoBHobt94kcP5wh2FdagotgZ83JOe9sn+3B3sx7F/ewCVxbXm/Dm/YHYwIpe3Pas4pzwqN5Ils72PUHrLEJU072pEJiUt8BGEWLVbawhMA00al/qyK51nzyJZY0ODY5Zwvg76uauA0JHUtgcSUnL9sndwzh7IS0+ZPS8evG67GHWmV/JWBydRKsypNyWFIeM0uscH8azjm7ttDe99KcC28L1U1Ji6m9vDX+tji5A1Z3X/TeqR38MvxzsOfRCZxAipGZfL/m/ry7YnI8XxCpeCoUaOlnfHDCED1ZyVOPTPKMCuIzAzFEB8leZwQ+AIioecwLyvPy1LxkdqARzujGHDSefFmgtPJL2I5VGcAhM4NZoO1MrdnZSTVTPFxHkMidvsKT7Jdt9PW10SrbkFql1JYCA0MV+tpqNpdW2yIQcUQtEh4DlCKEOAljZiY82WVVDXqzEjSTy2KW9XWtexbseVtljtvG0LC7iencDpG3n9fVVMHjb5sQip5eGf3s52eMGqyz7czsBe9rZRxn6MS9cAYR8f7EJKQUBWyYbjzhvhlMSOWYSrnC/MYVmLZsZdtLKPut7P4KlZOHtb+qBiGLfvD8M6pdbWZP2sZO8pw8+syD8+JXxu/L7IpaQEuoMN1WUWFSawj9fW0URYWWFCgGJfrbJfralUm+3BJkQ1XJgOWFpZSohGAurdsGdWY20T6/XlzlA329eMJ9O6NrQ3UL0UKJPmP/+ZnLSLgXLYWukoqm/Qv3udKOvFb4xgeaVcT2cwWP6884gxhn+8iRTV2jQpRoy1iNwBwxruKJETyhGoHsn6tOSdtjQjyMxSojQ2WD3cklemJ8YozgKQKix5LAKkSUTQ4zAofDJXvs+1tH8BRsH0ARInwi1kwMe3UE9QpLanBCnBSqfq5Ou69aXasthzy76Sc5rgcnq2KKQ0N2yULfs1DRTm0OFY38erQgTFSDd++8Z4XKdRVBne2lm+csPMdkziFAH9OOPttxEjN+vUzZLExPomTP9ATw/TOSyCTPiMJmd1GGJL6Xb3BScEKAzKxDenDPHX6RKJfn8jEJNL2OIhUypMK21H+laKGt42+lYEvqctbdMea6bKGNuSRnX+rzgPnXX96WHGxu7CgnQ+kRPP2tNvpabbRa9vzbVYFWUWGg0LL9Qjn5PpnDUbAZ3zYLFagg1SoyooKsdDgW73ycELAKgZNvZh1K49zzpMvxeFieeNOVhnae8a833ICrOqLvPlIzW52dJFNoh3ZmZKzqqCP3lbNN9tdZzcoo/CzR4+fn8WdH7fvXrGVWuWkdfRviWyXfXUPwiz4UcgXLr9CCyjXhzbaiDemF4hrHVvc1UuqcCEyZmYI0ZYD1W+oaqWTKSrnZ31Lkfn//kDOg6h9qY6AsdD4eibJww3T5TLufD4jgXxlL4LQhUJiBEH1Xx1BC/koNWoydtKG6anBl7b9PlAdKV0+9wxVVUXSw+zHECR71rzArq/mzyg3Lzmx6xiiisyLB2oVwlSg7GE4p1KLffRJHK3pccAIfiBNS7qpUMXVNxScKDKlk/XmrFE3Yct+H8wiemI9XaFImXH0xJJXoGvBxhFp8voUKg2wy0/U1rXrHLmJSVUM6/QNLAdEjYv1mIZWaxxA+cK9bqN7h5+yHaDGb7t234DxZfiMA5jvfj7e10/MYkFfwQ7MbXJ/IBDAnSp3JDP0cq+uln3sU46vm0amwejpuDUAmeUYRgWMeU0Fo5zvGJKde8qiah17QmgfXIRIE1e2uhBGqQQoUlFxSKmdfYNB2UGym2jr7IePOmeuUvN09HyjWn51QBQku7xcQaGnnva+o0FdW6O8fQl9/G60+peSRUpE8Ayva6CtaJpeD4+jTLGyXbz3lW1AZ90M4MxFyUG8t7QplxsEn4qp08llQp2fBDbsrC406+hGDXYfYDEPs+fU7zTRBNLYMf69LKWYCKmM0Yd+RIjITRjPLliTmgwblsAFIvOecsBGJ980heaUqK5qA3VEcWttfSWjlSR8KMaiJnpX2GOag85At47DzmUzaQ9LKhBLS2HlllCvTHldpw19tWiWrT0i0CpWPp6/VRquvQlFWqNrqWq9Y2UarKFX/UNDS6S49ISPlm9+YypMmGhzyHjRbr3Lz8Jlrs7qWs5hBEVVxmuuNwrmLVIervvVCAmpQPzPr3pf0oMYrM1BHjKOCR0NW0qYX7Oa4bPpXaaRCTjo/9wV85Rl/H5LKycigOiDtRREheghpgqcQ3lLjnr9VaiLCKGGktekUissVo1E1E1fxRAie2Pvs+4Rc6eLAEOZDbKxhJ6ALWUCIcOzi9B/VoNFMcuVLqKShMuKrVEGnhSg72EhDiqCA78uG4NcoJHjovpXe8u2m36PJcEb20D0MVfUw55ocN0a2dWuHOz0jfJvq+3Tibee510RjQASODRSx2NtxawIyyTMCUInW4h6GMiAWdcY0OJb/RjMPCI2Co+YReoa2RkVkOifY5XD9en0iRjn8QCELLTEvdSehpePEuMM68jz2ti0VESJkgbZswZfsA/Xzglz1o85DOEqePnL0+9voG2ij7JPmgrXbhZrpHarsCiumXHc2uQnRU+m20wwEzdjSzAddYyK7Kj3jTdefPkT0cCIteu4O4cJUPLVXLELIxFRCnoQ0Rs7FZkI6Pb/WEeiVZu8Brpq2OdYQY58xWnDl1LFBQmMHzNhdS+r4+SQ6FiFDFSl3/M1ACH3RNvl5dQo940mrQaml1FuOykipVayKx1eh8NldHtbl7AN7JTnxQiRQqTskAQrXUnZ/oGijv0/b/kltPcZqQ6yU6O9ro7/d1omXpQrVddSWRCSp/kR64QSq7axXE2zwISu1UpgOQebXjeemk8wwFczmC5QmXCsg+BHaYsEWPGimzmmyD6/DG0gZ4pGUEaX7/DSaOBgj41qh48RRFNn2r2Jorh6L+khM9aK+jlSouRe+4hE9vg9lB9LWlzO2gREvsXesYDaKkyhEXhHRo/e2dfJPA+KATzK6oZyJcCMzRlHLxlcYUkqjQvn9JoG/dM+L+9BBmez6xsJG/fZKQf2lG6YU649j+9n8M+6+bp8eJ3hKwcPsSnZcCSnaWu2SJnvoGvK2dM4XZSfZze/eMx1TInHVlz9G8BU9/jjQ1BubrFINHFMGRVY1nGqH49YEZJJnNCAruAl2640TMFKdTbMOkL/cdnZQtbOxxI8bAlGgkhKCyS45YgmW06tIhaBZVLB/6UxpVlZJ8SsUhURRShR9ErICilKiLCsIoRMvC5WwMxaqJbtYIU3tH++UTKflD2SY+skxouDGMyTcgIRSB72x98NF3ayw//eYIzvtGWMJV4cfIFS9qd3JwbSzYJUzWWCJmrRk25RrZiF5s0K1pGv3Q3VoXSJ8kqEX0h00cPVPkJA4RfSwttnBQ1hn5ZwPzDFmGXUouy+ERKFtv2hJFCVQtYGirbaXzPYLj+Sx56+uvtveWK4gG6rVCTRwiTnpPNk+EfyK6BkMyokhkNMjbXc7KX5ihNJwPeAx7wOy3V+j4at4OJHB3xOrQKh/PjvZ3GaN8lUSXHFkCQFL3JYBUUDtN+0lGyiBNrOzrhKFiAqP4HHGIOkwLd+XcwhrZ1Jw0LlWyi7SSmJDkFIplKpqCEXRssoj/zKJIiCuhLT304o8+5BKBs9JC4nKkCexRM/+OfJ2mPtu1FE2r41NFcHukUPYseXi/WdP3ycie9rQ6n/Wr/nf3Yn75vY0PlaovL87k3x8bOLkgBKAlEXgxwjokC2z7xiFbPU6ubuGkDzDtGIZIThr2tkR9MkStxzLmtepLQD3hTTGsUOdfCaBwzqNtGxrgQJ29pFmIkvNYhPL7ncEPC+B6ijaJqkakSDqd2mc/NTKJ7Q3R6tQM7q0mlZfXxutgQrlgEQxAJQDQDlQodWnVD4DZTsarpXKDUEDroIGXp5c3y6P2zYdoXvO9Bm0hlBQPh71KRIqHprxtm3hM6leJ1M7M1M6z5h/n/kAwWX83RmQmISzI3zya5QNPoVrdf3JA4SMHjD85zn23kv93vi2PuWRsPexw7tp3mHvX6d+9s4WRnFSmL9p6W9SgtIxtEy4UfTo9tqVU9rGLlIesyqRl4e/jxUL2eXbC9gwXZWPp9K2H47t7+ur0Fe2VbiWUK62oPKg3v3Y+8+VREpNJHU+uco9D1mFfQIqtKFsPu8LhCjMsumlo+hx7bcNb7PXkc8e+3bYSfIZ+AZxhagMnjGm4tGEY+z5pvveqB8YQ6KnV9ufyaFVD1Y1H/ObXQVPTIUcOybm+zi/w/WT+ORb8P5EUU/wpJQg8bFBGr6CJ/Z7ivT1/UFn1StpFelE8Nj9K0iTd6ytc+mExDMlkOaEiPkwu0jflUqmH6SYsUQL2TTftvnjJFdpH9y7BNET/q3q5PfLIRMp7YJD+pTuB+59DfqA2DPcYRxH5xx9XmVk/OlIXtxnOH09vPZHn8cuVoccBdBp9fLpBnfddRf23HNPzJgxA0II3HTTTW47pMT8+fOx0UYbYfLkyZgzZw4efvjhkTvRHpFJnpFExFtMGRTfsetcdHOFTeql81/SOmc/NqtriZ4CJWOszbFOJ8DZf51kWRv/Sg5q2aJi3IN2MmqbpPqVZufJ4VcssjTJN/tLlWy57K9QTgaKSUDxEuXstwYqtFpqBZa+Qs/omvNU59oWQ6oeGeb9iaFixI49N++cnU6lCjqHUuiwN02imXNm157nN3KdgpCciyG1jzNbE7D89WXUPbu2rE6D01FA1eMnI2OU4TpHhec0+aoayTyQdjDAiCNm8+OTAdZ+tDoQBAqFsVG0KlQfiqLPzlKaSYg2IzbcXDSc+Kd9LJmhX0Vp1TMV1PibiBg9lNDnoEKrVBJ9RfS0+tso+ysUA8r2l5O17e9XCZn7iipB8Nu6K12Pq4ii/bQuU9ow3dT94Pl6KMcEXUka1KhQrRYKUTq2n+cv8u9ZOPNfR7akf6u1/ZrgiZWVHoi4595kcmvEkW3/moXEsx0bpHf2k+h55aM/l7wx5IH/iRE8iVEkJ3gKs8KqDfWhsB+uBhnuOKHTufsESFsO2U+1ApUcQrtaaZIgt6uVhuBR12socs0s/HCmVtGPVjEZreIl6Csmm09/sTb6yrXRV66Ffv3pa62FVjEJrXISiqIfhehHWfRr+9fnnjesn01Jm9VnEFU1aM7JkPBsMiK04d44KZhILdz703Dy0yd6OEnk2HjfH+CEone/+D6c4HKPtc+i8S3M88qe/cbtZ6o5TqZ2MwG8CmL58uXYZpttcOmll0Z///SnP40vfOELuOyyy3DvvfdirbXWwty5c/Hiiy+OcUtd5HCtEYIjtYc08ZeCZXCPJkwmuT7qiJwKJNuHl5vHKYvJ+uqMDn8xC7QU0aJz5nSS7Rdass+NVSFaaKNQOhc5BKFz7lA7pTa8APSMb79y9E3+hvrpNJpFrbSSRko1LCp0XoZSSPSVKtlyOQAUkwTEgNB9UIVyZYW+Vht9ZWX2L4Qwdbc7tINvN20w1JM9N3Ud7YyFzcVQ6dFCaWYslKNfBASPPeew8zGzqPA6g0B+rOJk7cAvpdTy1WHp+84VPWnYgalX4ZjINnth59WBI96UjDUMvs0322XlOIyOfdYx7UAFWhHRfU+s3ecJmKOOvPMMW+eN+gyaXQSUHN4c57kAvoKQbFOBEgX6IMSQIXysc6sJnGoIRdmnVTu8PLI3mhgvdcL6hJLH0MOMeGlXEqVe/qoQ1vaTirPVr1U8kwVES0AOSZSQaC1XBL9KvFyh5AQ/I5WkFPa7EIb4Ue0h4km1lgYMJtmyIbhIyq5JLD2ZQc8A/3CCn65v27O/fhJsn2xpEuLtE4lcsWD/1oNU8/xZUsoinM310XQiajQgK/SUeDnb/lUPZGvDQWX3ZIgzKRU8v8rXJF8q/nyHagmy4XyC0CefnAF+jEDl5LtvFxhZ7ofKxs6Tlx0bQ3B/n0/KknpHbRvSSh5X8Wcb7JMimtzRBE+r6NcEVgutYsCo2I2vrCcE2mIQUvZhSBYQskCFAkPMHKm6h1T7/dxpIP+brtGQCfsSsLl6UtfVXB/qHxvYV3PNwFa00tdXeAr93tJxhPfXKYdPSDjlu8Qj9yv8sHDlf+jziCTG7gR13uOTdBlQQ6uxSLy8++67Y/fdd0+UJbFgwQKcfvrp2GuvvQAAV199NaZNm4abbroJ+++/f/cNHCFkkmekEeR1aaPpZY7FC1sjrRx+t6q40ah76bizr0odYk4g7wyUnJ4MB+ViqIjcYQSPIh5EOMMpbGdlnF1ZGEbdT6ZcZwKVGz2ECv3sXJij31KOfjEJEAMCYlIJVBLFkES5UholT0vP5vIOmCeXS5ERNNhQ++vwAz1L4Mgdzeo5nHFvA0I4LLidFS/N9a1EeM9MLKy+R9RxCqeDrCFnaqS5/hXm22OOfMwR8aWeptzojPAoo9fZ2ezoZ4wo1FLhdcktXRl7SNy4pBEgQUROYklVUZ9wn+9XoA+VXiHRb4ut325TtqlCIUqUsoVS9KGt5fQVVpr93dAka5v4LCOgiH4e3qT2k4bUUQmQpUm63K60ZWajeEqi3FdU6OsbQtEnlXpzUgG0CoghVXY5IBX5XxC5bwl+ABiS6k7xoZklqDSpLzm5TwrOtml/qc+zEmqxAatkcmdcSabvE/x0fe21t0QbH6SZFXgaO+EpGT3r7xjB7yfJFxBAMABtqo7gA5ExysvQC8mTsRoh9JGB0Dep85eMFWAkknoHaQ96p1yVoquCo/ercB5Jn8yxBC+Rtnbp7RixI6GXFoe1py4RE3OAmI33/HFI5edzosXxW80EZqIOzy5QFIFV77gET1kMKDWPmIQSLQhun4Sye9Q3qStcAIUaPRHRU+lcP/w8uX21k8uVKZdPNgeEl7m2EWVMhHQXsGMxmugVKFGh0s8MLAEVIWDshECdKtdrn2kbPXMsV1PkOYmGaYFdE+hnk9qr20N+CB9z8OeD4E9WuapTHQw9lsmXK4FgtYSmxwFYtmyZs3lgYAADAwNdFbVkyRIsXboUc+bMMdumTp2KHXbYAffcc8+4kjyrt75q3ND9SLOJ3I8bhrSB6J6FjYUM1B5jOiXP4TMvtcs6h/JBoGniZUcz44V20YyugE68WUqIlprJFaWA6Cv0d6AoKxSk4mFlSGmVOU3b4wxOUAUGm5+zPxtLCqg6EEHXzcxok+cnqCfS9mjZXT5TTnk54U1GRgS+KiIld07NNnYPf4ARysLTzmfhJWoWTCXoEjk6XMtTBPltV/up1UUqTejYfWSgouEhXap+QOhk+0IAogWIllAET6n/1bZfCKik/EzFQ2VSHf4y6n7SZQov5gn1Y9fJnntoW3loMxH8/nVNw1ftDi8PAlfxxFUMLpqGJDh1ZPY8Y8RRJf4O0Ym89knYcGemhHDeF5/ggUvwOPGeYdnOwht+uKNP9nO7yggeyoHmky/hObljBp90V6kGBh3VIZXrEzz2vH3S1yV4BAtFI1K7LAbQEgNoiUloQf8rBrwP/aY+JcvXUxR9huBuEtakznvICd2SUpFW/BpUOkdocA0RXjMq2zm+GvLy0VkSh8rm90gahU09/HvmhA3KQe97ZAySIB5hZC92WsOerztm4QrcWNvSGFtaQVa9fwBg4403xtSpU83nggsu6LoNS5cuBQBMmzbN2T5t2jTz23ghK3lGEEHIFmN8BTMa1sCXiin1ZIGKHQUQOUaV3URSp7LCc0Q7Fmk7nYDZptlE1rYCJaSoUKIPQyaxmBqgKMfYJSjcvA1DypRU1EFRbgYr2aeZXA5OrNC+fHUVUvIUfRJioIAYKCFe0gdUEqItUQxKlC0l67fhWqx8QTPM9VSPaaOwBp7Oi4dR+LkqINuAcONwC56PJ+LoV5Hngc/kFkWfqSMuKy2jTnntLJbXfv63u009t2FnYB0Bd0ZrbJx9brgzMsYMjnpT2Xy1uU51o981FODLkPIVKbiahyTVgpVf3yRS1LjbCxR2FRMdrlvRSh8J8BVcClDOiBUmN4zyG7l6RSuZWCgAV/lU1RD+P3v/Hm3LVdWJ45+1quqcc5NAeOdh0xAVBhh5pBtbQIYEjYLYNBmxozIEwmOoQ3kY8SsQ5KGAgxZbBAzCoKUBW6LIsI2ObgkikggtQgeBhrZtQV76axJESG7u4+xdtdb8/THXXGuuVav23mffe8499+bMsDn37FO7alXVrrnm+szP/EyyXpXgKiFkBcOIHo8jYfII14bB/Tb48rblUi2zadj3bzQx9WuDIHNrPRrjQ3fFZE5pADkPkE0Aj27fLomGMsiXwJ3H62BCWQdRmq3kOyEAf2ParFQrZYeLjG90ZqUWj2Rym0q2eCp5It+b8SJ3XKbFx9St0+N3YQnYM140741DJo+1yrUOchD733RcXf278rPxuxc7/0yB5MX78RmoHTPE8WUcroCU0XgJgPFYJEo7LudJ/kO/p/2JMMe91+CEgAvlOclx0vdcuk5NXpsC8BgDPGLaD+Rdp+JPmwSUWWi4iyCOMBg1s8ib1NnKmIHnmjCexrCshIA7U8+t3KN0r3zatiKLUQPEcgBfA3pqP8Rt4skEtpMFLDo4DEHOIs3v+lj6Z5oTCxAF5fdqLOqdN/XU36MFyfNSbM4EpymlWmGuytg5lWqM/WZEBrSG85fP/MM//APuete7xvd3yuLZ73YA8pxkyxw8GSQthXrQLwtm/rfoNJQLfO2E5A/IArxsnwtqSXXrVhgLBwYP4FEN9jmA7Ubviy5DY1oMCIJymKvAN00kOdIcsgTw8OirLBqZbD0YeAEYWHEY4EwaoxFNHssgTrMJmK0GZqsFNluACGbwMJsO7SahbV0EeNL0TRjCecdgnmpjSboM0kbXq0mQSyrycxZtDOIlD0ToNGpa1KjFAmWF/adzVaVetov30Jsx0p7dp4mgvJa9yG2cbdIlYmPzlclpj60Su61kB4H+gZ2weQg9X56pRYthDeSn8lout6pr8zgGU8J8Ugty41xBvsoKii27A9DD5VbDKBBN/sehCQKXUlpExsOStIrVQDL7QkdDIK/72LpWlx4lsD4wY8iHxzaVa8nUJiWyHsRADyWmjQD8bePQbjjWYdsK4H5jYVrP5bpbA2zn0URNHorzsWbwsOYP4ClfTnpooMfDhay3p3yu5LIti4zJpOa9VL6QAB6rgB5t2hdrHxyTA5Uyu9WC7zyJE1k86m9ydfkqlFnzReBiZZG5l+axXrnWge8/I6yW+CzfyxjWtGK8UvjSOnCfg6fTtpwNRwVLSMYrGmCpecmQxW61BXgsT1LzjPdDVuZT+pJl+8zHr7plRV+Rdwvjnx0adKFEi/1eQy1yLcoGoJ4BB8OyDvKfj8BPOAaJL6pfcyIfJxEN9CwC6fT3IUtWZr5YPocI9HiP2CaejIc1LcgorTWVwC21j/hnSqSPAXL9nU1gEJfRCtCzs0Qu77MkIwCpxNxn1y8ccF/busld+cxd73rXDORZx84//3wAwK233ooLLrggvn/rrbfi4Q9/+Ant+0TtAOTZdVOgx4KHRQMzyfHy5ycfZIWyyuc0G2NRlkr22aAF110mtfiMtq/GzKwTsNOFcrqBqsknmDtLvQjgetnUYSsF+tLKNqmpZaAzPAYM8HBhMUCxVKsNTJ6m9TAbgNlsgK2WgR5PwOBhZg6264MuT87kSSwhFwCkTfU+srHoNroOrMcjdFAbHqWYSVATpNY20G0Vy84qNdPXMHZf0LR/Wi28kOuo91vLaNV0d5aNr/67B/ZIcDkde73M7EE298B2w4TBORWMARrYFzYPMqBnSptHRJinLQ/SdftagP0GB6M+BM3LjbVjQocommWU+Rq7RQPQEeDxA/tN6rnNeIBE5Nn1xH7dBwaP8wLwJLanFtxvW4+mI5gusHg2W6C1zOTxBNPNYbuwnSrVFfBmCNenBWcD5fiAMHkKFk+hp6C7H+r3Eo1/iNdd/D6XIXAm26KBzxZ2qe26/o7oUgUB60qh5lVML95yFk8yma/Y6oLLNT22ZOOoe7fnAQZAD+yMtpy+UPlzDoCXmiVlzFNnqBQ2SsqOWc4UgCD201ZUSaD1q+pgrqsCtvr36fKsIXuWE9ujHBtSDE/C6pHt8gSyPu4Y4BnHqXnyL5VtZa8C2FpUoqoZjRb2hCFj0ecRoGfctCAH/MbXsbwnYZxhXiM0PGLvYwJX4nU5d4+csVVLyNbA8THDKAHypdbTSiYNBqBZwsjICGntllg8U051PzJ6TqVddNFFOP/88/GBD3wggjqHDx/GRz/6UfzUT/3UKR3b3hbP3cksp3/m6HjO1lGI+BKkv2Rd6JKZVR+80hHrete039Tm1heOyYoyftEKkOXv64g0gDhJeTVBleVao8/E0LoPbc7VdYMweTjQtxsGZqvlQH+zA7Y6oGtgOgvbgdk+hoN9Hg9FwCYtNupjyWj7pGpuQ8eB8jyzf5uQFS2C9HQeig4ZtCxykCgP8lf7nkwDNNPAjFg9qJ8yKu/5KZoAiLB2Xe6BHdg6Nlq8VoBTYPyMaZ+pgfLoR4Es25bpLWQZ6OQj2Bb7Be0/ogiwetY1i1DAb95rYp8IyCxtf3mM4tt75b/ybKhmcrL/DOL+EUhJZVK6VMoRS93zQj4BPVa0djoPs2UZ2N/qou83my3MluVW6g2LL8vn5OqReNxQqssdIsPx478Z3HfoVWetofDzab5MbMzchzemjQxOrYkkQH85z8rnsvKHCsOyVuJVy1jnP3nRMO6mlcq0pkoNtY3nDn0Oe+dc1/H7dybf/5rXvAbf8R3fgbvc5S64z33ug8svvxz/9//+36Wfe8973oMHPehB2NrawkMe8hD8yZ/8SfZ3IsLLX/5yXHDBBTh06BAuu+wyfPazn92t0xjZoph3BDyTMCKWs85yPt+4ZD3btnzfmARGLXmGhDmpxyuNSRwlQNz70Mrcs+9JcXQfXqyfU4I1WrvFU65PQ9GPac2YOoNHjz0DcCr+qDS9r+jz1dziRZ8tvOeVL63tJwMiMqsDdjlok175eqS4jro1fPH55Pud+nyu/6P/za3ole5R8Vpk2X1YKYtZl2kQ099rDfikqoN0bcoxjOOP/QH2rBv37zS5e+TIEXzyk5/EJz/5SQAstvzJT34SX/7yl2GMwdVXX41Xv/rV+OM//mN8+tOfxtOf/nRceOGFuPzyy0/6Oe/EDkCePbEp57OoA9bioD3LJp5AMFXLTNSsFD2WFogyXv65Cr4cJh1V8hSPUa6Xol6C/AyLB85nJ+FlQzAtcbKhtUDb8KtpYFobRDjDdmGImsnjTRJ1ngKb4hhVEA/k4N0iixl05BPk6sKbqdRu2aS6itWc81RQv+g44/M+hU7fr/k6SAEf2Em3nbUULTOeo8XBUmB2sZVzzap+f8rMgmCyloSQ99Oc5XI/Gku7KAEsEKAnAez5GCj5dMtiy2iC/29sFF+G5TWXBaksOwK4lMq2SrFlr8ckAbF01poE88ZdtYC87CoUOlevXa1Ul8819/k7vWdlrCAsntLyOVy3d14M+E8ldnYcSa9rB75/od100014znOeg7/6q7/C+9//fvR9j+///u/H0aNHJz/zl3/5l3jKU56CZz/72fjEJz6Byy+/HJdffjk+85nPxG1e+9rX4o1vfCPe8pa34KMf/SjOPvtsPP7xj8f29vbun1QJZMTF6RjcKQGeKvtF/cdvKMBd2OrVFyDgqJQ5ppLHFU4jAD0CIHvfw/lZeM0Z3KEB3s/hiX9nQGLGoIQAEpX9yvWRl4AZnmaV11D1W1VgZwR8jcHfCKKAAfKBZhgwQ0/b6M0MvZlhZo6hNzPMzXHMcCxuMxADI/JTytXKdU9+junnokRmBmjp70E8hiQqFBN9dH0F7OHr6cK98Z5fzs8xuO147wSgk1d5nZfP5wGQN+n7qRNDSxO/igGXfS+DCLNOzvsAdAlQJQkcDQDq+e9UAz2iybPOayd2880345JLLsEll1wCAHjBC16ASy65BC9/+csBAC984QvxvOc9Dz/xEz+B7/iO78CRI0dwww03YGtr66Sf807sAOQ5iZZNEGLZA7A62wZYFMgtdg4LkdzorJv44oxsntHlB9lBo821umcO9llVv94dRpvLMgcaMBHtnTImZFfi4czAeggKbLLgQL8xBNsBZsPCdE1i8YSX2WphNpjJ0yomD+8/sITQw1U0iXyxyEiUfRczAFOWFjjsjK1tM7CnZqMMsLCtgnidvnfy92U2FfDo76OerPWErq3WajPuP2QC+LzT9a0+E7tka6H5awT6f/EXf4EnPelJuPDCC2GMwfXXX5+P4xRnNw/sFJgES9lbeTBUWhkgGxRsHpMWClm2TT13uSngoHLsRK9vIkjTKIZg/GjwcaUlsczE5BQmkGSGJYCVrGW6Fkl7QDKdwhYNPWMg5VoR6CFm2DjycOTj34Ggx2O5DMuGMl3TNcDWRvD7G8BGC3QN7IZB0/jI5GHdJAolYbzvgTwGIjg/ZhLJHDSYIhNL5U+XzQ967mQmThuvvZRqlZohte+IlHpF/1/1+cn/Tple1NRYPKlMqz4HlN+R/NhynyVW2Fv0ZF3fv1MM6nT1/TfccAOe8Yxn4OKLL8bDHvYwvOMd78CXv/xlfPzjH5/8zBve8AY84QlPwM///M/jwQ9+MF71qlfhX/2rf4Vrr70WAJ/r61//erz0pS/Fk5/8ZDz0oQ/Fb//2b+P//b//N7ouJ9sWfb/qPneHC9EqwFMBPSoMzNzyhfjiMeexlfgVYe+k9wPjpArUToP3tTgwjwnzzmElk3vV0n1ZO7jA7HR+xgCWAnoG2kZPx+JroG1+PwA88hIWEzOahioQtcjvTScZKgCP+EPFmMkBv5rpe6LHOMS/RVBHzQelLY/jS9CwXg2w8PuoGGb1uFzF8AVYKjYCz3b6XO2GeQNa47XTtuuXXnopiGj0esc73gEAMMbgla98JW655RZsb2/jz/7sz/DABz5wF054Z3YA8pwkyx6Yom540YOiM6xle8BaFi1ZscheAB6tQr2MNPIy2K+wjUQV35gy07cK4MCTmEwA0kY3nBH/JM3eSVR5ngSG6FZEeLlrHGwD2C2bwJ3NjfDqYLoGpjNoOlLCy4GKDxbTFAApZXUrzCL42EY3LlSCMx9nNsR8uk6RxRO6EYSfcb8k9NV8kSVBPoM9nfqOqC4rha2UZV8AEE6fz/T+KjtL/9wDoEfu245fOzzO0aNH8bCHPQxvetObqn8/pdnNAzulRiAFsBR/W/S8mRWCtACkJFr1Mt8/bomuS2zFl1jbjQL4yLasMEq4hKgbzU9xUVLMTck4GJZWwJLhpQDyeyS/Kz89KKixOQwB6ImlWsbDNgLwN6E8t41+H5sB4O8Ml+qGNupqNHHf0snLx/wtJeAJBGcko9kHv18H97MMtld6PAEUa0xXXTD5CJCna67vUwnwL04AVb572aJGMv/TAE+uwTGOC/S5pvfCnDVaCOw+4LOu79+pnSm+//bbbwcA3OMe95jc5iMf+Qguu+yy7L3HP/7x+MhHPgKAyxVuueWWbJtzzz0X3/md3xm3KW02m+Hw4cPZ62TZmFHtoZ+HhYxrY/PXBMATN5+KdU25GC/+vLDsfQzwjJlJPWrPdznmxXFbuCZZidf0PLKsVD/ts/R/obzVzzD4Y+j9cfT+GOb+CGZ0BHM6Hl8zOsLv+yPo/bHIZBr8HIOfZQBPTLmS8jmZTXWrKn93an+qJBqF9lO2vpkC2HPQSJIZ+m87ZbyM7mOQfcj00hQQX71PGbtM7adco0amqh89JzkQmANA+8HWjvvvJCzOA+Hlk22TwnCK4h3Ez1ZhYSRmDVDLTiwS9Vy236gJYLrQApBbNPLxBHjxIePqRuyTrFNUcEi1ByctBBpA6JCkmTyUBdlNmCQFZPGg2NVE2u4CTL9vLcE2BLMBoGtUkL/BO5jNgY2GWT4t6zJoJo8ASOlca4uzNDYPyVILK8nBqA40cr7JASYHbEyTZcFHx4mTV6GBpIEddd9SsL28NGS82Bpn+Mva8xLw0cfKJy01CWTn7dPzQKzov9cZ3t2wH/iBH8AP/MAPVP9WZjcB4Ld/+7dx3nnn4frrr8eP/uiP7uVQD+yUGnesQPDdU35a/KYRocPYOQMg2KoIs8wjpS/gf0sWctoMbPy8JQvKxCF537okVS/6o2iwEoE3xsass/c9rE0+sASWSWlN6DbqRMRdv8gEny96PC5u4+O5cZlW03qYFsBG8P1bG/zTDoBzrMm2YWAb9vsGFIWdiRD3PYTjEXErdRFwdSTj4mSALGCIBpDJu04mFk++OIMAaUYAMm59LvcuA3iKgDpP/EzMGcVnattk91YWMvG7MAZ4dFJime2XYH8v7Ezw/d57XH311fiu7/oufPu3f/vkdrfccgvOO++87L3zzjsPt9xyS/y7vDe1TWmvec1r8Eu/9EsnMvwJc9A+qoyvlyW3cqsB7uNFtIiPs//eWXnuKpYxbTSICuRAavbsAvW27S6Mc8g/Lz+L53zqnKfGyZ9BiOvDtQm+0poWhgY0hjt7OTOb8GXJ/5XdxGRu2Qlgor8DI6BHg1PxWuTsHe0Xc7Pps9VjyvxtR9/DRaarKPI1RHnc6TWfzOsxfgjxBKR7ZzQVm6OehJVzmRKsTqbYxacgvj/RFupnuh0weU6CJUqffGmC062G2TnFGxgv0qep0ipjWllg17OnmHwvdnoS6n1k5zTZZyIYY9KYrWnUPlT2b2qyUKg0iUAnOQwmdNnKxqr/LXJsfXwRJW0dAxZethsmZXM3WmCj45eweVrD4svW891RmjyRGhrPNE0JOqOc8tSBghkWW2P6bnmdbXEdxhOcF8HlohRKAu0okor653WGQ9+78ijTCPyYRTY+Riq5kJ+1CTd97/fYvQgFc6cvAoZhGGUYZ7PZjoewTnbzwO68lj9n5fPXYFnZ1iK69BRFPAHOJSMnfA5KeLkiup/PF3mJr4LCUSv5ApDEKeGD/w+eVJVIuQCwDCAMcOhNjwGp5Tl3VmQmj+lMKNUK/l78ftfBBIDfNjRi8vD+XSgF5pItF0SgRYhZ+32Ci6LLUxpJskCRc5R7bKFAMYw1edTMMrpPukxrao6J93giBkhZb6++Q3xHFwM8qwE9ySpxxh6wONf2/bjz+f7nPOc5+MxnPoPf+73f2/NjX3PNNbj99tvj6x/+4R/2fAwZI2fE0sjLsOJ2BUtmEgQpANRVrVwDJJ+9BMwYPZtqzNnfaqDK+t1Ps7LVOFeEUl2lS+P8HIPfxuCOY+6O8ms4itlwuPK6I24zuOMY/HbSJPJzUOFXd6p7F8euGDdyHeQ6M7CjGTP1+163NZg6FVbnGFhL83/pS1dtxjIuz1rETtLdHjXjc8yKy+YZWvE7e2B7agcgzx7aKvWLtQd+HabOouMapQWQgJ26o5gK1OWz2X6XADyMMofFiga5FLgyRaETh6I1eYwBrGHxTYj4pjVAw6LLaJvwnoVpDTNxDcGaVAomwXutNGGsDySjVHWrcaNl92i9+6jFljXAI/dsNdOOutz/golhR+MN35MY/Ow90CNEop2+AODGG2/Eueeem71e85rX7HgM62Q3D+xMtHKxvTgDOV54aHC4spBQVPX6vJI/84vmHgEhlj3vZTeoOMY4PjcGF0bzhx53Kk/VcFQJ8pORErDx5BAvT2ujr4++X/y/MXEtJMLLsicyHkNg80yZDxwiXYZWs0V/m7q2VeZouC7ax8fS3Io/LUsmyr8tSv7kVheDnjK9AFinHOFk2tq+n1iv5s7i+5/73Ofiv/23/4YPfvCD+Bf/4l8s3Pb888/Hrbfemr1366234vzzz49/l/emtiltc3MTd73rXbPXOjYGDlf77ubPT11nRwSVy2TrVHx7smwqaQZMPLsFA7s2tvEYl415mrmkx6nHpV+po5SIRG/DuW0M7hgGdwz9cATziVevXrK989vhNYenGbhcLdcOKse/SANpxEhRLJ4EeOUJ+t2+78AyxlQdOJxMKBeAvS7xMsV/8h6y70vtWcrv+VLbw1qodfR4oi7PncD2Hchz+rd6tOkBMhYl0l7W2y4S4qoF/hos0LTwsv44WY7K6gdUAnutx6ODfYKuL+WSrfHZKgCiggprNf5IOY8TQp8YQpQDPKTYM6zhE5T2i4DcGKBpCGbDhHKtwODZ2kxlWxst0FiYBoGyr44D1dWgEuzHxUdcbLiYrQUcLyAynZz8emhna6ECBnWdUkvJSutdk66bAD5Tos2llUj7dCA+zeIZaXWMgvrKd7gG9EyWMZ5EW1dhnwwuvfTSLMN4++2345prrtn9MR8YgDPB748tZQrrrA+xPCBP/iETYq6weaae56xNamWRn4DjxMoZgfuUWIXe+JHv1/5c/Iam1ZdjY3A6zVs++FwXSrbE/0vHK+eJxZDh0aOHM0MQaJbjB321hmA2LPt48fdbmzwPdG1gdTawXdLkkTMdKO3bBWWegZhFxGVbXC4mXFIppfVBpLOWheXzllLenOUZxaprLB5K+5fvgmYAlczeqXs7bcziGWnxhPuSLXQViyfdv/Gx9fhPtZ1Id5UnPOEJZ7zvJyI897nPxR/+4R/iz//8z3HRRRct/cyjHvUofOADH8jee//7349HPepRAICLLroI559/frbN4cOH8dGPfjRuc1KtjCF2sPieXqjXu2VpoCOPxWvMh9IkLtKMubrtvMzr5DInxqWa8n7hE2oJ4JhoSF27uOMXv7w/Du+Pw4XX4I6G1x1w/iic53+nV/43+XzaZ97uPVm6d5kPU68pW3yPJkCuEwSz1weJVmeJTQI95XMwYvcsNh3T5IyoUwjwH2jyLLR9B/Kctq0eheIXfx+j7GVAltfbTu22nknI6PWTTkdPIJXFgFpcNKZjOrnNZZqkpaseY62dem1C4FejmEItWEAhOQlHUq4l7BpkQIsHBVFiUenv498tmLLPLdQNt0vfaIGuA3VdAny6lmn7LTN/bAB6iPhcnJ8lwAleLTZEjAyIQpwQbQZ2btxhpuW6Y8W0qV3ndL3y3z1cCvILweVI8zctdHlECfTkWaCC+ju1GFSTewnwLJqI8lLDcr+SMs8Xpnth62ZziYC2bUcZxs3NzR2PYZ3s5oGdvn5/XKpbtwiIrhQg1jLLRYAWA6uxuHK+Tb2lLB+F/b4xqZRI/Eqt5CqW6hLryjToinHqBEa9SwtggRios88b4FgAmSh21Ur8SofBDOgxZxgmRGZM0CGYhn0/ujb6exK/r3y/bQDbqHkl+HTZd2/62MFLunqJlxugujuGjooGZuQrdZkbn1+vFhpNLLeVxgXZrVLXTO6VHfnmpjq/xLmdykVAaitMwdmNtHj0YgD5HDC+d8jGt9L3eS/AfRz4/mX2nOc8B7/zO7+D6667Dne5y11wyy234JZbbsHx48fjNk9/+tMzcOtnfuZncMMNN+DXfu3X8Ld/+7f4xV/8Rdx888147nOfCwAwxuDqq6/Gq1/9avzxH/8xPv3pT+PpT386LrzwQlx++eUnbew7iSEWNYzIgJsReJO2qTNZSnBnydKJas9hHRA9IT2fiedvlXmmpsUVY9kI8upXuX+Ze4LAcGxBnr8Q27xrIeIh+xxiO/IAGPl5/gp/y0FqQINyEoPbSnlrzbfFa5BdD/1dq6/X9N/yDmeLQcZFrLDs2lbZkcvup0oQTe47j81LofFpFs/+tr1qoX662r4TXr7hhhuy39/xjnfgPve5Dz7+8Y/ju7/7u6uf0a0eAeBVr3oV3v/+9+Paa6/FW97yFuylIF5NrCsDZOBhQnA0fj9NLknQLWwnAlqQ+WM6O6wZHJptUc/6NvIPGNUeVz5L5ALTJGV1s8+PHEpT/bs1Lch4GNOBkBxYCOMTa4c4R+qR5snYiYWGbJIMTHwO3hXAg61NDvY9wXRBo6e1MC1GugwDWB8IBPjWx05f6bomrkrZRtcYC0ILEyeVAGaRCiCoKbIi+fWR6ylBvlwTff2yfaMZlUDUQUIWWtPfK9multmYapVbHqek5/I1Sqwj/rd8fm/R/Wy+PUWms5sPf/jDAaTs5k/91E+d2sHtYzvd/f60OdTE8Uv/n/l6JB8vQoosfgieO5CLMHNc2qj9hGOAMNXpS7blPXfw6OMYiDxgEmiRRPcrAHbB4BRRffEV5TkaY5kVKbR+JH/qkbRwBGThLWZwhueIgRLAbw3nDExruDRLATwEjHy/NZQ8EwEDCD1mI6CpISkp1gpDopkm10cC44KVU0nc5KwcFl0W8wjzKyWASH9O67BZWMVlyo+H0CFsbOMOMnzfGiDOW0lAOmcsjK3GHKolFkrbbdF98sBaMftJHNJ+9v1vfvObAQCXXnpp9v7b3/52POMZzwAAfPnLX4a16b4/+tGPxnXXXYeXvvSleMlLXoIHPOABuP766zOx5he+8IU4evQofuInfgK33XYbHvOYx+CGG27A1tbWLp1JrZSmJhRe//5ma3i59yVBaLRYnl40i1h++TVKUazWt1xdhFcfQz4XwaASrI3Pd5sdI+FMFaC/WNin65cAktL480Nci+TjcemApgnroHa0f2AxcKwBckTgO6CxcCBjYEjGj+K+15OUPA+Fn3GlITHxAEMAGfGN5dgqycw4VhoBkPXv4woMGdRjasAlNBoYfVfZSvAxXzPGpg4osMeJcfNh6t+Bxedwaqgx3hv4NUqv1vnM6Wj7DuQpbdVWjy94wQuy9x7/+Mfj+uuvB7BcEK8W7M9ms0x8b91Wj5MLZgqAQmUBUH4+p73XVNdXN86eOuhbz8EjU+oNxsruUTuBHJqio4ge15Qzs+DuLTJ5lOCNmK94oMSucfC+R6mdY8GaPEb0eNqGPVrTAtazRoO1gDW8TcUcDeEaTAeqwuIBcoS9zBhMWQ1Y4cVTE/dbXg8B22IHs6jL0KAG7ITlUfqdBIhazuJJ79XHPMU2G+k9xQBDJkwfAvzdN8Ka6PwOB3fkyBF87nOfi79/4QtfwCc/+Unc4x73wL/8l/8yZjcf8IAH4KKLLsLLXvayk57dPNPtVPl94ER8/2LmWnwei58L9xcXEQ1it4xJq+nf8M9aiZgGjMugblk5jmaWrKIPlrOSilGa0EKdKAtiRY9HyqXEN0rXRfb7YH8vmjxty76/pUyTJ25v8gtIAtwrYCaxSikbQw7eLMjExvlBlWvtkDStmZoC8Mj7MgLNAFgaE0gGnAjIgKmk9VMuaqe+D6sY+3z2/3thRAa04Nmbtp195nT1/TU9q9JuvPHG0XtXXnklrrzyysnPGGPwyle+Eq985StPZHg7NxVvjn3PRIK1SEBFH7yDZ3M6/m5Q/a4HwDx7Sz5vJhJuC2N8/UwJ2BCuAw2Aiq9N5kv1/vR1azLmjrVtdYEfgX+yETCRMXAyISQeYkKyzfYdwaOpfaNMIrZBYLlnlk8EYbTp0ro6I503SOut6JdVpC2J9xFKXLkHVSBjEjAbx9jj/dWYXSkxP3nMhZa+I7rb1hQQX87L43s0fmaq+9llIH/K1i29urOUa+1rkOd0a/VYr2+td0KqBftTTIu4L4Ji+CA628kFuEKDCePFvu6oZQloTAtuCW5HjtcbcYxjR1EDB+SViwZbWLMRna2MnbtmORBa+HhehTZOzPwOMQjnY4dOW41lyn7TgDZChxVPibLfNUCg7Mc2ugG4cX4GMl0W5KdOL+JECN6GUq2YHU30Vt1OmMG71FllCkThY0mpluqupQAk1mNImj78malsbvpdgy3LQMRlZVoluJVYYSVtNmcgxYx3DGo4C3O6t1G/+eab8bjHPS7+LkDDVVddhXe84x2nILt5Ztmp9PvASWjzO/EMmRh8lVnG9OzpZ5//zv7QBCYPjA0MHvbpzAotMtRp54BiCnp42JG2ToPG8JNrqIkBsYyNTNBjMx5S7aQZp2WHrUTFH2dAtZ8h4hJcT33Q/OFFgiNeqnPnKx86a3GZrjNOLWBC2a0BAzxN0GOTUi0g/m5aC9MgA3j4WB695X0PZmANIPJoSLLvCDpAxMcPLCUOdjer4H4qbZbrnJdalRoRGsBK80ry/bpMt7ye8nnhmSZ/3BTbpoUYTNILNErrZ9WMc9rvVKk5LypOOaVyl+zA9+83K0HK6TgmX6BqhszJ/65Ogf2LGPx6jGlxnlgZJEBSnAMQGS4wDKoKqwfxvOrXYYq9YxUYk40x7I9j9zAfoQEwpP3CgKUbWpjgu4wq/0rHawqfKXNFapnufIIqCAxgURxPgnOFRZqNvQKqxzUHEtiToBBhQgoQXvpYHa8WIH8B8NggR1FNoi5gx9QYoJlJogIiC1JoR1Xmh9p3eyFIM7puNfD0zPTrZ7Lta5BHWj1++MMf3vNjX3PNNVmW+PDhw7jvfe+7w70sqm9kB0zwkUkQH9RJ5gUiBQ+oZ9cyml84TkbXm3hIjWlgyKMxHTwNMLI4oNQ6XVg0BnbUWrdW46y7djXgci1rWxAFXZ5Qs+utV6EqoQknKGCOHNv5eZa9jA21Gg+0XSjZ4sCemhbGelDXwbRC2TdBk0ffBQfvh+jPPHIAQvQhuHRgUAAHskmsMW3UM0rXYZxRqmrpQAkuI3fSAu6I8DJ/aMwoqpVQSRlHxjoqMwwTAE9Z4lWCfnU9Bv19d8WEsvsTxLqK+TvNAF966aULM6OnLLt5htip9PvAGr6/1GMDKr9rE588BmLL4DcC+rJ4RgvCAEQauwnv68ylTcF/lQIuIxTQGLDw8GExIY+DMChhgp8MzEP+rNJCiMCFBZQwpodHIwE4pUDcmyYlD+DhMIRyLPa/lgw8cSGvMwMG2uZtagB/C9Zik25abcu+fwOgWQvTNsBGy9sF0WUTz4/ivrkk7FACmgwLM1MYn8x9snCSc9H+vPTFcn2i0DXy1ulS/szCy/3o/qSs+LhMV4PtRGFhUkX7ZNGi9l3NrNfZD6UtWhDv1oJ5FSNvQGvo/+w03XDg+0+Rje7t9OK59u8xeC4AyM6AnqXbie81Yf/Zs1QHXRbuTiV0Qen3uC/jFZXBhWdAwJ6wXRxDDkZoho2NP7t4XH3OMg9MXivVdrwEeKxto3h8mRRIDKEw/3gk9qZHKHmzzFainM2jQfbsNQUkmQTCez+EPVsQBsU6nAZ75BoCKaEvjKVF7J2yTG2Rf41j1Zc2siIRjpnvN78NNvtuL7MpMHTpZ4pSsJqEyF7Zuvo6B5o8p9ik1eNf/MVfnNRWjxdccEG2jdROl7a5ubm6+F4xAWmkvGYJ2BGGA0ZAD789RtPDL9DUSWH41AAeKCeaBftRLzRvp07B4eusIpGDI9Zs8OQwUfWUnb92aFz/z0whZ1qQ3YjbOvQxk8n0+JzFE6nzfoD387B9EehbHei3/NrYAHnPQX7XRuq+MRSLhyhcN+fnfIwCuPJgMpCnJLo8yrbaFtZ2geYqC6CUL691HONbKMF9at+uW/TKdWMhuY4FUtV90u40v+9FpgEOY7BxXGJWThwabJoCktI9qJxfpIdKZvcExAVXtLUV809vYtEZZafa7wM79P3KdCtSYPxciN+vgTs1xl3+e8sASiwL4CAu1+ap+RnK5obxs8ssTjIWhiR7nJ5V9ko9pKxUfzqBzypoj36yBlhIUGzTvqmHN9zV0MXsquFOV3AYMGCgGRyYbePUA27l/1rLrJ22DZo8G6A5YDY6ZvhYbqHeNGlMnhA6agUQyQ7wxOF+wxMqCMwm8iYAPRnLRmeNc+CGQZchBuQarM++C3EsMv/5COTIoiF15LIhq537ZR6TQ9RpimNR22UsHuly1owWJcssYwZVAX7l440NPl8tRHfRqKKLstoHT/ZIDmz3zC7xsdOM5BrTYZklnzwFzkwkTMOifJLNU0ns8ucsanE+j4WTipHpjjawW9LzxXMBACMRchiDMKoBJICnBHdaGNOgyZgoslaw8MbC+z4HhUmO4dX5JnZQCfA0EVhWpUEmgdc8D+WaZXxNxtd7dH9V0tLaLvraCHqE7X343Vie75g5ZEFB75PBlJ7dVWAk6jKkvN14XpJWlozpca7iXyfNBNBOgfFToOZ6lmsmsdWTTisna5fXlp80OwB5FtuJfjtOup1urR6zNtHZT0Rq9nQbv7xsaVR2o51adJ4lA6Pc71Q3lbwLS65rIwh7kzNGgJTBjD9Tu9fRtSgcRQQqQobA2haN3YyURq1zIG10pVTKK/8gJWKeZtVJmi+D4VKtpsnBnib8tIY7cBWaDKwHMQ/1v+E9AXUiuMNZZR9FoiXYb9HYDZ68MmdfR9lLk+vIotI9yi4LPDF2KlNe2UdcUKnvjqbTh0WA3mfMQpc02hoYpQGegsUzLv+z2fd0r5X611bZ39NRHljNTje/v9j0orlerlsTdFxIo1ZZV2M6Ne+EUpxi/qi1UY/C7rFNdxN/NkhAsgThot/mg88fjUuxeRLQU/HPeg4IVH4Zl0foXBXF9xFhIjJcyjvQDIOf8TZKeBkIvj/o8VAAegTkZ9/fAI0Nvh+wJgH8wuThffcByGGwSQAfD88Mzqhl54FQkqD9Z3lv06Ig11PTJuyolDxIAE8E9gtwKL+f2u/7+qIyY/GkTHsa93KAJ49L6vGJmI5J9rSz4kF3lQMLtsqiN22zKqui7pvL8pj47wgG7JC5oxbXOs7XcVtMIAdghp9rk563cnEdn3PFsLEJhGnsJqzt0NoNFaN3MYmZGDjNyN+V5ztO8I4B7mVGNR8TY9skdqxLtTSDJ7t+MRHbRqCJWfedkloQ0KuN8xO/QjdgI+fOYvWAzMVd/lnbZnF19nuxFly0Lsyvr+6smcfV9fXflI3XhctYPNNJp3INKs17EtC3l+bJrP26M9i+Y/I85znPwXXXXYc/+qM/iq0eARbMPHToEABu9fhN3/RNeM1rXgOAWz0+9rGPxa/92q/hB3/wB/F7v/d7uPnmm/HWt74VAKBbPe6NIF6dxSNIPRCYOREVHQdxUxNVou0r1kXh0/ViXzK9q8RbEpDyv5vRZ4gcyEyJd9UX9BmqrVutq3PmTCZlDJ3yvJjlMsR/A0jt0A0h0osss5E4orcQ0WVNP7JG5wYcphZXaZswnlp2GvnEJu/LTyK9bf0a6e9EmcnlfyeGkM8mwIrw5tJMVf17uchygKduOxUW3Q1bt1zrAOU59XY6+v0TX8QGKvqEv6+x6uIcYmygL7iKbw/zSmSYMjgxJaA8qQOAnPXJujz59rXgvSxXiscqFgGxXDd0mBJwHTAMsBuKILinQYH9sj9SuRWbXpnvD6+KScdG1ntLYwAQQZok/FyWYKWkyLQtzuKmQuBplmMC0prMt+ecqgX3T1g85ZjUAknGuLj8Ox1nWuehYPPsoa1drnUnCfRPV5vysbK43CkbbZnVElc5o2fZZ2zFH+8s2RVjKdlPwdy3mXZlcPNkJsSJeUw6UaDBB2G9CBN9xCxSlQC1RX++9pAF/xj49gZo1P703wTsJwrMTj/Ae26xzn8fONWajWF6vaFZPItYQ7BdLA9LrB5mk3IyW6bQ8ns11jOq6QFpwKk0XSWht8lAmPhd0mBOjXVTs5w8UO57XZuaJybfVyyo3bK1ZRoOumudGjutWz1OIp9sRD4HeqioB87qbsv2s8qpBacv9HpjbKCXJ2FI3kwFrCN2h4AEoQYXDTs306BBC2/6lPkNwbAxDVi8k60UAC7P3SpnJ/9uTAtv2jgGYaLoci1v6k5B2sxWTTprCYtnYwMYhlCmZYGmidlcsaj5U9FDAKDEl0M4bjzI62yrZAS6KLzsqI/nrK9Fdh4qsJcMbl2ToYktdKcyIWWWNWaQs8m0nhXS2Y+sU4v6fo4niIp2UC3ACqVwU85/N2ztcq0DO+V2Wvv9zMosXG4C7i8rBcgYkUh+3nsPi5bLZ6MH82BtHrUfAYHkuCqYrh7LANxKPbSZJQVuRB/tqn5IykrT+Y4ZiaBQ3hX8ZgxAlf93cGjJwhsEDzlgMD2cn/HLMNMm27c1MI1NnbSEyQOo+SBcP5uXAZPxcI737dFjwBC4msy9ceThDUG3TwcSCzKVH9iKz8xBrpLNkwArFxc4sg+jFq+SQdeW5o6xHk+2KKYUBxgYRAF/vSApQLhpZtliH54DPTug9Z8kW7tc68DOKFsV6KmVHpb6g7zDEuhZxabYENOfryZJVblWWhcgAj1laZEJz19s7a3AL2GdlABPE0GKLmPC8HVwAeBxwYfnz3Nat5TnlTP05cF0ItKsHtTIMAXr5ES9HJqHuJxZlCCXWCKVGHZ8PaeS5MzIIeMAPwC2C2NNPlVWJgz21OdmARZ1NzIdT2u/X7MMXyAo328zQC/51MXnpa/nzqwGlq3yPbcQqRD5jpwqO+iutdj2HchzprR6TI5HO/z8IUwaDeoLp4Ae2aYsgQp/gLUtiwbHgEq1ccxopvz3LHDPEOPUmtvApyAz6DDErk/GRSdol2SA9XWQ4L5BB28GtNarxY5jqrwZwiKEQJSDMRbNpLOMmjxNYOw0OsgPIpxNaqVrbS68LNdoDMgBCIsNIgolBT0cBMQRSn0bf8Zr5e2nuwABAABJREFUuMARpylE9CfSf5neTzjnWEoX9X6k40tRggGf3fPYaaGSSZdJnt9LmeKplrw10CfuU014+izleHvp/NeuzT1hRsaBnaidtn5fd71QrIiy+4W2GtCjT79KmY7slRbAABO7ARqI5oCIVLLZAAJRlo3NsntCfoSNPl06LKZnvvD9xsPSOPmQAlubjlNQw61tYamDtRth3uIxOepjudYAD0uGy2NN+JufxZKqLGduiM/BBuZO0wYNHpt8f2T1qOsfgsIBTu1birOCvwdFzR5nBpBPAFlWqiVBPdJihn0xse5DAaTo74A3+ZzM3yO+jo3p0CB0VlRzbfL7BdheEf+WMj7+u9LiMar0T32mpsOGcNTxe2PTyam9zuqu30L9wE4/W4+xs+j7WwV45PcJoGcZoyGyjaYAh+L5K/dtRJ+mwtxPWpxNZJtQAFEUZz0DeKJOjgJ4pCxL/Fitg6usAxadd238ZBiwYYAodZvVicNcpsJHNg3RLMSO/DeeX0OHwlD+VDNhDZlRkry4tmiY9ClJbCAkuX1k9yThZxT3VDOFdCldEq3WHRFr3xlhNUWwJ4IlOnZOoE92nWtJ1cwSaMn7W1ytsBozKN9+vD/p/Abshf7mga1u+w7kORMsPYD5Q547Z5U9mAB68n0hcxqc1e1VEGkTQk5JpwFR6T+1VdXIddx3CCS1Po84ZnHYjgY0kG4riH9bdB0k+GeAx8OaHmQdjE8glgS5AwJdfiJWi1oOpjimpcTkCaydaG0LshamKNkSY7ZJW3WakVkko8w6e4X6XrsZNXkAIJdELo8ldbF8DR0YpPGFHk/OtslLAnwx2Y6DE/1TZQAQsjqw2X3R+zKmgQ9MJL3/Mjutsw71TPDeZnHFvDfwB+VaB7ZPbJXM7zJGT7kvXmzIc9fGQFg/7/E5NDZ2WYmsmQAKlz6WRfebEBw3kc1jjIVDz0GxZHSLRYceW3Xssh2aJL4fW7sLnMJAf0sWHjYAPgy8DH6GwW/Hst5RhUDQY8tYPFKmJXpsUXSfzYdr4mjA4LdDi/Y+AU0BIhsMl4lJ+/SSwTlm2WhwKyVLdIMDAXi8nDcl1qxcr+T769c26SvJsWwGNKoNmcUDE8eumZ2LbfHCbjSm0ueH799euFfvTQRcd2J3lmzuGWOVpNUqoE+doVZjpiTtEh23a6Bn6RArfr98r2Tpl8yPkukBxdyXMWlGD483H3fZRauxGzFejYLICtxJ58vrAJexzT2876sAPsLIxTwNMGDWaWlZkiGCDz6sWVx6IKVLGBoY20EDVlN6pFrQOpPFMGltlIHucl2NhSELFwAmY21KxCCPfbM1WMbkaSK4o49TlvPKfKHLxjTQE8eq7+USH1X7To6/71l6JAKQ+djWA09Li93A9kBwH2A1unX0dfydJClwAPLsssnDnjJcqwM9tSAs69BhpMTKw0XnrupkRXEfJjhRnZ1VYM8oaG9gyaaWukDc1pkezQ4oerr9d4MGPmSgbaBJyng46OUQ3oPb6PLnTXSm1o473mRXyNgE9MQNbKbLUAovs4MWEbYmHjdcvgTwQE9O4RqFiVIyrpzxntbeEePWwrx95PGQ6t6iFwcqyE/fFxc/mxw4d1jRkyTF3KbSQlLZhzJrI/ezzPjLMbLMcXEX9OS3KJt7YAd2JluZvZ1aCGugtMboqWUBAQ70rW1BjvtAMYV9HKzIXJMWBRrsEd/hskDUBJA/jkv5PIKL+jRAA48c8E6+xSCBTjKWxEIk62B9G4T2+eUwwBuPgRwa+JCTdiHD2rNmjp/Do8ck40u012rvWVNdB3rjuVTLz1kLwvoINDkw0yeK4ofziWKlkhGPPnR0A6pgejy2AEfhfsTvgwL2dZluYnoq5ibSonQs9KrugWmgBZd1iYHYdJnWcgZPPOWQdT6V1P0DOwNNsyWX2DK2Te13DTrobUb7gp/052ylJtXOtHh0bC/6ixqQWCWm0gBPivmKJhsmxZYlwCOWYsJU5kshTk36bvlznoAmZKwU+RubZpWoczEtDFoYm48fGCcTMiaNsRm4IwlyFz4Xr6lmzKh9xVjdAA3ayOopARcd18qYFjK0FoB6wiSSMVnihK9sN2LzmNV98BiYX+yL9XqgtPL7P7ZUsrVKVcdu2UF3rcV2APLska2z6M0pgmkSyBfSSrgri3/rx1opE1HJHnIgKhRDD7sDgFa6Qwmqboidr1fOS+p3PdIkkY+pSSVGVDpQ5AF+KbQpv1tFkdJ/rlDXtWmBTK+DccgE2cQA16x4jyOgorqqZJOIos6uIoycj1daaWZnqSb5vPyNszblPhYDPLocUU9qpxLYWbs29+QP5cAOrPrcLhM6XrpP5fsNgsg8JLL2o0y3fh5WfTZ1FlcstffuMoBnVZN9RlaLSn4wyJ86DdpicUQki4uko5bvfCJYs5V5orB83y47hoBaNTHWEQi3AyfijQ7E61T6UUctNQaf+eb8U9O20yxtyRCtW31B3exwYXLidqDJc6Zb+f2dBlCWMRvYFsXH+vlMydflTIfdAzdXmzNy7ZZa96msRGsC4AGCXwo+39EwYvHU/M+i65PGo4GcHKyJ2y5jCFZMgJ40N7KYMoXY3Ar71fBaospMDGNo0AaQyMvOZWArWbluqwE+tWun13In4jvHyVhmSvHOl32HS8boIqBHJ3KEYLD38T+t2SnrAOQ5sJNqurayhs6uyubRjkMU4gke5IVeCLXPPOwRmr4s4LUWjIGFNY3qXGIjmh31E8AAj1GQgNaGqZ53BipYEDpmHtmWhc8gujSpw5ZHXl1vIRR5blc+Gc2JNkP2nsrm1j6ChvdrN2HRREqsBPrS8UWYRjIeY2xsNdmEx0i7N+2o84wG61twuUDKyuryOWHZlGBM2kfJsskOPEI6MgZPAcqMx1dO4tMMHp0Z0u+V+9wrW7st7sHq4MB2ycoAibN4eZfF8I/JrHE2BwhtHymI51c9g6yBjfzZHnfliiVbgUWIwC5MPp9ZLY2Uzaoxin9nwWc/2q8xXLILiPh+KguV/foAqgyE2D7dkzB5ZtH/evW8mthVccr32yywTSTXACmpfSu+ZhgXwaGH1kpjRmmXWpyjifOnXGMEhYfoa+O9YiDJBo0Ljz7NwZHFmft+2X+8fzW/PwL2SlAqlWqJnsUqwLxOwKR91Rcup9oONHnunCbsEVlg1vzt2FYAeCgHzE/mONPvy/evY+v8XGogL5tmZ+T/zrvb1gCenLXThy5XwU9WWTweOTDQZMcsQabkh1J509R1iGMJ10Az6XVMqv1UTIKQHLMG9ggQpOUMmlEMnpfHpXk79/WI7CGAS6+s/ntFeuNkxMaa/ZuzN8fbrW7T92E/2wGTZ7EdgDy7aNq5ARWgBzZzXOIQ9DpdGC6mQOnFLLEOfHSqVNRZIggymuQIkvOstd/NS6zEQfFn+siiaSaej4w6mY0jOFnDigvWdNGncBnYAE8eVGjyyGTUmA6t3cJkKVQI9snYcbnWhNlwoNZuobUbaCjR7/mcGSgbuM8LRNOCJyoWrpNAn+9xnzt4yEJILbBCmYLQWR31cTIdX7N8IhJa/2jiE3YRTGCXanqzmlxtapm5aMLRdcg5nbnMTqiMtpz3CbAUTtTWBnkOFgcHdpJtUp9mQZZO093H2b/gB8LfWHRfavbNyOWm53t8DHmmdafENEcFUUp4eMW0IdjAbHHwxAmB0dgAiB5XAi2SqL9kUUWA2VMAOagHGY8BAxq0aA2XSukxg5Iw8pRRuVgwFeAHeSgc903C4gn+1aQyMkdDXABosX3pqFjezWVBsYdLXbUUk5OHrBZJte5sFb+v/XDaUGIKKeNKrY11XFL31z6bv0oryybS+8Cpou6vC/LcWQL9M89EKje36WdvegE8KmtZlY1dgAz1MTYZoJOX4vjoE3mEqVw2014s4rBRcnjSxgCLWNSGKcYmJaQSkzoaFNA+BFmBvIuvnI8APBFMNqnJhxZ6thI3Kza8NvGLLvhlH8bA40v/1tez/KmT1Na0GdgjSVl97fnXvISKCuHr0idmYE8B9IB8jLMpMFgXzQtlonXybwXIlICenduiUq1VrZbI3mvLv4k7+9ydwQ5AnhO0qHmzxDJatxLVGrEowC1yJdiP2gVwgOrgFP4R9s2Bs/PBqRgLEPGSv2yrWhxLSpCYmtjAGnZGeVcn7udkCXEsFB2NyxDw6rkHoMGaBg0xk8eaLnMQPgI9BE+ExiRNnoZatGYTXXMIjemy7i4r2QKgp6EWrd1EY5jJY2FgVfrbA4m2r+iUkplu0KbMdgGETJlcy6jJQIkl1GCx483KvKpuygImn3x1Nnlh5iQLIsYAT9wn6gDPqbb1aZu7MJgDu9ObAKG5JTFF/fzW9B4W7VfYPEAT2DMyF+WsCw4yE+8yA4krPkT8PoV9ytiEbSPZUa/+Fscki4UCiJGMLUKSwwUBZg2sSOdCZ1pYspE16lcNHhf4eDH9nHvi4zKFPyysBDwxIZcd2ESZKLIC+CPjpprUMOq807WS6+XBvt8F8Epfp9rChzQoVPhkWWCps9MXJi64sqx+kXiqsk5R8/tpv3Ls/ZDpZb9/ANjcmSxnw5SMksXfyUUg5thW0dYZs214bAHoQWLqY8QISXGl1sKRvy1iV+/k2dNdWrlENrA3VfxZBXj8EBg9dYBHrlEEdewGAzlB5Lmxm+nf6NCZs2BC4rYszfWixSZC+MTzwuBnzCQSopXxhc8q/ZdcW05OaLAHYF/WoE1rqILJs4qNEtqyriOeF7wBELqLCcso+zzlsX8+/uK8JmKFVRlhJ2ZLnqU7DVxyetoByHMyLVA8Fz14GmHWFEC2NCEQeVjTJpS4ti/Jjoag39oW8JKfdWFGkSBWM1QU5TGwS8bjbEaLDg8Po7ovASqboQGCohTNBoBHHDuR4yDfuKiHIAsJDxaLloBcoInWbKK1h9CgjQycfHA7X6kbA1hq0DaHGOgp9q3Lx1yg1gMhGx0zuV12nYzRiL1cj+J6h+a8MqFGVf/IkmlioK/3rQWS80lfDm5DNxMbf5cMrrWJIptRVU3KDst90Nn+PMuVuvfUMkSnOtgnMqB1umsd2IHtouXPx3TmLS/ZHc8hOlEgbB6ilgNjk/vlDCiusXliqWhdeB/UZ0xTjx5kWnjqYSOYMw6KeV6bYoA0aIg10Mg6mNi9MTFTGPAZYvcp2aexG4otmPZOa/h9MQG8jUmC/iIATWBmkQuLDBmHCC436GLLXJ3pjYG5mnM108lrYKvoqiXHKMWvF/v9cZdEbZzgaeL3IQN4pFlAJRuuWQo5A0Cf1/4Besgb0BrdtRYQww7sNLFFjIbVvpd5l6eaLSopGv9bnh35bPh3kF8YAUwVqUhdnpTHYjWAZ7nYs+7qNBlTVgAe5+cR4EnNQTxSOVvyK8LgkS5enT2Exm5y7G420WITndlCRxxrt37cCp3gMZgBPWZwZkCPbQyYwdgGA83i5fWm58RGcU3KeyEJSQF7rGl5SUQWsMhYPavaiFlTlIgxCFOUiWG8LhSAR+Lvci0l25SMsXSM5eDOyDfH+5YTDerf79WA0qnf98oOyrUW2wHIczKsaFOe3l4M9hDxxJQ/iA6arq+BGO7KlAdYoKSlkO0fJi32kWdaeb8p2OTdjGn42VilnMhIcJ++Oose7kTXt7Bo4MN7qa2sdJeSTKUfuRYLo7ZvCiBmBSZGpZWjLlOQDlkj2igRiCgTygRSIC7gVZmNqFntGo1AGqzGAqpncBrw4gJApP+Pg/GyFnnZeEoxwSmNKPn3qXT8awsvHwT6B7auxXaJy618PpaJMC8slaGyvHPab4wZozmwUAb+PLZ6qdCiYDjPquf7kqQBwfG/KYETwpL0ts7cYb/VTR8YqPr46mZFYMf+vx4Gaa00HWBr0EZE68tW6nrssq98v2nfeiz8mWZ0/bXfH7MFlF/OJNmK+b9IRiyzhfN6BYBc5utLhtfJtHWFlw9c/+linLwq3Y8sdteJM3bKQJheVCuQCEhA0UiDE/AYQvKW2SjxC6iAHr2ol0V+ZNJkC/68pFWYQ7VyX2bucIRbS8QK4D/4OYhC10EaMoCHj1cDwgREZoBHwJ3OHkJnz0KLTWyYs9DRJjrawCZtBmkEE2L75CM9CAM5zE2LOeYpJg/rDm/6OiNmAvSi2KmWwR4PgDyDPYYaOAyjuL9m+hi1GLcEXqqaQMaOrp0GeIhSl906O2n6eKXlsUUJgEqyCQv2UWcXja7LPmDxeBrP66t+7s5gByDPHpheZEeLjrg2QbmYDV22fijLcRhZ70JW2CFq8ijTQSYH/KkUDEDcl5EsYdTl4TrZBi08honALoy9cIYW3JYdBmgCqMKaDPmYZGTp/Ewsqdowh9CazRCYT1wPWqDa4ClDby0MWrTYMIfQmbPQUItmFFxTyC70ERgrWTxSPpZ1I4sLqaLNpOpSJtl071OmmMdlRxNPfs/GYp0po4BESY3ZFVWqpTK/tclDJpc0qatrG4HCMiO8Orizm4G+X7Nca0dpnAM7sGCrlOqWbIf4jFaC7BrAO/W+sDfZPzcB1GcmaNq+ZGDkwaqjPrJRJNjLyzoDCE+cNZXyJQbpp8BppSGmtWbEp5kODXp4w/pl4sdiuRZaeNNGqF9E9xu7VQHhC8Cm9P1EDP6Q57VJ2F4Hd43dgKchgh7Mg+Vsso9i04MaSxd/ipA0oAE3yXK348UIVKmtaoUumg18ncYM2tLv62uqr33V5yqfLdsuBniWAzvlz8WLgL2JpNcv1zrw/fveNJAeAYqcIbP+rtWCWn+PC5bK8o5P/Pns+y5lWBB2tQd3JxxgYOF9Al/LjrG10nkdk42fOV8Fd2rny9cvB4h4PlDlWaTZO6FEi4Z4flHvMWjscPOSDbTNIXTN2ejsWTGu3qSzsOm3sEGb2ECLDdOhDTISIo3giSJD05GHJS6nmunEtPEs6ZCxVmU+65dfF2pgTADZjGLFmMTGLzWRRqwadT/y64q4P4Q9jUpkS0Ae+X1O/x4K4GrMmJVzSuzfcbI1izWQA0z8dx6nvlb5MfLExJRNjXGv7IDJs9gOQJ6Tbsk5iOBuOQnph50oF0BMGUN5MHNHk+1HLe5tKNfigFX262OQZ0w3nqgUQ0h0eabQTY02uwjwqK4f6pV1dEEe6DcC9KCFM10s/2JtIO6wpcWXGYix6GgTQ8gG6HwOkWGlM4Zzwy3wSaPB+/xvSP80Bmh8i86cxXRSioo4YUwcXg9myO6BCEFb06ClbjIjXyL/XO6WAnuhxU450Fg/nQFyKeDPti0dOgDd6cDaLpto5DPe9xFaC1cnc9ppkSkLg4mJSwE95U/EIOpOAp0f2IFVLA++xppsAGLQFrV7JvYTAR5oHbaiO0h41eaOBKczkKHBbWGGWkqiwsz0ZGBGl3hVuyoSTcxXzENt0MGZAcbMWOdNAAxVJpXOo0FjN9Xng2+WwM5j5N/zEw2+yEvHrHCOQY+itZsg5IKn0knRGWkdrMrGFMBTdltZZqmQemBASwmICviiS7WAEhBKwJB8JpxN+D0PzEvh/VWB+Vq8kc5xnLCa3Nca7Io7q33hC1/Ahz70IXzpS1/CsWPHcO973xuXXHIJHvWoR2Fra+tUD29fmwbCpwDHKQC9ujhVfhUKdNXHSDGfi991BkBqcSCX0TO40gPoAnNngCzBtGZLniBN7A5U4r6SocExYAMpGYpggVH/LuYeAdp1eVY6bkVkGSLmLn6rjQLL0oyES7S4NKvDBjp02ECLDi1aGDTGRt1NAGiMgSOCIYI3Bi1ZeGrQhnWCNdz5NiYqs4RqnfFSXhdhsAiPxZONZVuio+OQrk22vok+MS8Ny/ytuqa6TCz63dBsJ6+oSPuS614CPLVYXz47/l4zmBiT85HZOV6HxvHHhj/jawpMAzyLwP29tEXT/7LP3RlsRyCP9x433XRTdTK67LLLcN/73ne3xnlaGGd2gaT8z+5EHsayA1HWZhAJNAEQHUp0ONq5GJXFi+wMD6Geewn8IRm8JjuW7D8hyBzA69a4gAi1ldnTHhYdfBAUAxLqHbaI49TvW+JyLTl21JxRGVRnBqQGjhSPbmDRYRMugDyNHDcgsSSBPvkA6pQgj7wI3qfzsTDoqMOGFSppF/fN1FrE8/Dq3kjbdAn0pQwtfQ9cNinINU3XhYEt6R4g3w/NtEk11GkijqpFNacfHXrqOqEXgVpwudYJa/Qdw3gC08GOXjRMAVzyfdgrYwbZGoj+LozlTLMD37/YCBQB3JIpUV8Qh2BMAfWjfcrCAKm7orBfhGUjgE9spS4LBKOYgaYdP+sqe9saYZNUGEN6vkBg8hiLJiwmym1r55FE/MV/cIeToVhoePQYTI+Gumyfrd3gY5ougjzxbAghyvPjki0N8HuM9Los2Qgg2bCQQBBkFmaRBsBlDE1ImFjTjAJFCos9a8pgnrsyOrDPF3BfJ0F063Q+tcL3+wE5qDZeMNTKafNXU/+ureSn68yG/UDZX7u71i6MZSf2rne9C294wxtw880347zzzsOFF16IQ4cO4etf/zr+/u//HltbW/ixH/sxvOhFL8L97ne/Uzza/Wipg9X4fQAq5gSWs97YFMBTsNbk3wsXuKNkluNynZjwZbZ7AnoEEMhjpmWL/Wmb6jzm4ORcMnaKi0CSLgvLAJ4IYomlxLExnGBu7SZsAHi4KUl4UYuG2rBtYPDs8FktY8/xuWkgqga6y/kCQKggCI1q4CW+ldK/XJ8y7b+8J0BeMpe+c5oZy/dWrlnhO7P9TwE8+r7LZ/l7L9ck/1sC/WVdkMYw/R2qfb9qa4GxnToWD3DA5FlmK6Wgjh8/jle/+tW4733viyc+8Yl473vfi9tuuw1N0+Bzn/scXvGKV+Ciiy7CE5/4RPzVX/3Vbo95f9tSVDkFw8lhyYNfBmBKfA0eZdaUA7ZmFMAl5kXlOMrJ6FaFunPHaLxFhkFa3+YZh/wa1P4mTq9BF5gwSQeHIB22mM3DxwUaY9HCYpO2sEGH0NEGWqQiCR8ecPIEDI5fOthXAA+IBZ0FHGqsQYuG94sNNCHTLAmGlOvuVaAvgshNKO9KQE92CSRLVHOcYXGlJ9eaZfR+hOseJt5asK+/Q5ptk0q2xhmQ8qXfL63cr76v9c/J+PeOsr/O64BgNG0Hvv/kWAr4kPlj+dtOzCJ/DqcC33hc8QFqDNIVUcp1MzAjSwok0+C1D/ORr8xL/Lw7jEAM04RS3RYiXi8LJu6iMsR5gM+TfW0U8UQHU3Y+jCCOZ9+vbRjS+5RAYAJgjGGgPnZ+6Yp5MejEBX8r/jMC/AroGbc9zsHxdF18WGglwWWd+Y33VM0lcV4u79EIvEnfp3RwFQdUEjY1qyUQpvz9tO190L+u7z+VKM8ll1yCN77xjXjGM56BL33pS/jKV76Cj3/84/jwhz+Mv/mbv8Hhw4fxR3/0R/De4xGPeATe8573nLrB7jsrF9rlC+pvyfIYpfY9zQGePDla+95XSh+rGgsBJCEux5EFfF6iIy8f2oYLk0azacq4bPGzWCbviByzt+Ul7dFpgPNzjEq0AsADMIOHWTyqW19k8XSwtg2xZhAbporsQCjLGsjDEcVX7z0ccW8tR8HrGRcF+Mt1Sa0xjL7W1WtEHiDdJSwXlI7XCPq+5Cx3uabyPavF0Ome9fG6enV/pVsZA2r63i8DeLSV37txAra2Lhh/j11xjuFSqbmm/pxBvYfRd+XA9o+txOR54AMfiEc96lH4T//pP+H7vu/70HVjEcQvfelLuO666/CjP/qj+IVf+AX8+I//+Ekf7L42VWLEQaHKIFR8fkn1jmyMJcbU+jy7u6qNgvZiUS508kX71VRP3YIxbcCT2RRwEYUqUbSXJVft8sXj5hC1RWhbW+cd1v/tPUwAeciP0VsrEE0Qgiv3LYBTVnZWTDByTvE8MtQ/v6l8jcdMmrTv8cKqXEhlugyKeZSYX+sF2TVnP0VZBhYF+6fG0a+L6Fcf0AMDcOD717NcmF5byXwrs8K1ktopACdtv+DvZrpki8jHct2pPZjAbonbg8uZTPB4O207KzYldunLREYAVgguap+l8ZsQVzLNv75Dn2+fjcHELo8jxqpu0VuwbdK/m8zv5zYWTrZUaD0suXZa9HlqrqixMmvbLTzOBKBfBXx2wmhIB1i+zQna6cjk+Q//4T/g8Y9//OTfNzc3cemll+LSSy/FL//yL+OLX/zi3g1uPxt5lB2C4p8q31nNepg2Hd/UAB693fgYUpKVOpsibScdIYxX2w0QTaGSyZlAhJKhksY5HnuxSCcf95v5D7VG0dvpEq2F3cYiwNPBmg0GdiyXaRk0GfgtrEgCs/RBAIHLsMpYm0g8Iid5Z2YOhwGDAP+VmFYDGXVt0wkL199DOl/x1RNtpCypXSSzS0Ys20SSNlxDvgeyZquD7XXG1mJAr2QF1Vhnot1jASRdqPq8U2XkTwKi03PXXiV1xUIvs7U+d2ewlUCeP/3TP8WDH/zghdvc7373wzXXXIP/7//7//DlL3/5pAzu9DOPNJmkMpyybl9al4oDzn/miQAGiYoymoJar0WSS8cnfy+1VPT+mZnDAmQeuSupBvl+gAnlUL6YNNJ18AnwUOfD7qaFjR22EnXUk0vZXCI0EdzhsioAQYRZj9+kcq3BAW7gDO5m0HFwA3s65yDCyxIMNgbo0GKTttBRh840aA3DSA6hs1aYoKTri5QdNKZDQ+OOXPE6VTIvshBw6trEFvLZQq9gBSFoRGgmT8y6W3V9ZaIrW53r7wbfU09JvE63b0QYYfqOFN+rLDuQn3P5k0gFCXsQ6C/KeyyyAyLPtB34/hVMAfzxLYxLZ8R0iVZcpKzxJRwzNznAkqFkJb3GRl0GGV/KVObtWwHxcw1EVFg+59HDUsvLporWnGb15eecgGKLDtZ4WNPBGxH6ZI2a1mwGf8flVAYWrdkEDEIHxCSe7MX3O5/7/rbln8PAfn/woIHgfZKLtgAMWXT2LBjbhH2nEtmQU4ZTflKy1DZsa8nCVe57OufEmoLJmbM68xt9tBathsyJzJpNDE6vxmL1gSumfX69VCv3+7UFch0kmgKOTkWZ7t4f7eTYIoCntHve85645z3vuYujOT2sJna/aHGfQKAS6JkCDcYAzzg5mkphSHsUE6aB6GMF8PFjoCeOLe1Tjy0DdxSolcZZnv8Y6GHjv4nWm75W2RwQtSErAE88noA73Crd2tQuPbF4wrqAmIXjqMfcSHLaoYdFQ40MID8PIx5ywGCGqF3Wm9kI6JZ5z9oWCCwgrOB7IgBBDgDrI/F+gz5S0DWryRDUv2eV94q1kIArGdhTBSYXsXdyELL8W81X5wmeEGNEjZ68nLFmixlv+8cOuuoutpVAnmVBvrau6/At3/Itaw/odDQ98fC/k2Mtu5CIMdCTtHpEgDk9hJXjFMybfH/MjBE9HkM2uLNx+Y5sD4TAk3x0yE0AerJ9Zx1TGLTxNMQlTJbFNBbkExAh/2kT5owAJbKdZIm9ugCNMfCw2KQOIAZlGmNidy3nDbwzwOBDQO8STV+o+vM+Bfpkoo5CYww6Y7FJXKrVwGQAmweFiSctgoyxcUGgu2C5+Bm9iJpAzEnKr4YsE1VO3nFfUlqB/P7H7aPzttkCMgdlpARDLyRSCUA+uTSQoCgt3MalIQJWjs9PZaKQxAh3G+Ffn8lzYFN24PtXNQneS5i8blnwNbG4FhMgRr+v2YPJvxtIqZTeV3zmi040zOBh0MGgj9lYfQwNYkc2SvD9sogZ+SWZCytzlUUDMj5S+QVIkmSDMz288SzQD+7EuIFDABBKamWeDWW6A9j3DwP7+r5nPTbnGOAfHOBcYHEiE91v0aDFJqwR0D6FQ6w/lAT35To2aLlEi8YlUAnYpiojE0DqYKNEl/W1Lq+3sDh539Ktx2Zzup6btO6CnvNroMxYAzAxiscgZT1JtMimhGh3w9Zl8uw3FudXv/pVfPWrX4Uv9KUe+tCHnqIR7Web8rUaytUmQM+4ayhbHeBZxhTKOn0B8StlMrDH8dogavH4GOsnEEofo8KiyZ695KfrQFF6huOYS0BaJSNzxkoN3GFwobEbACwaG1g8povzRh5bsq6ZN5y4HQJDxqIJYJjNthWTWFvKtEScvhSqj2sdSMmYBxkLFrauJyChjsJ/GKKHsmgRgR51rUbXZGRT4FqKd012r2W/essKaysD2MYAT80X15Kvci4sAA0VA+yA+STnQ4tZxafK1u2qu14n3tPP1uqutb29jf/1v/5XdTL6d//u352UgZ2+5gEyYaGdnASBqfElAwcGWaeUMhAXSwyJovVq0OXJMoIyMVGO0mYLdHBZDzONgvaAaUFkF8Y9MftoOTNcW7fzYkMmjZzqLpR7axLowIGqi6CDVzs1Buhg4YwFgjByZ01c0HgwyEODhxk8zHwOuAHU9wzy9PO0ABgI5FMwaA3QmQabcb9K8Z+SJo8GbAQskUWKJQtv8ix4Lo5cTGZUZlDGEzBrMKT7wBPcMNLjmcrk5tnbWl30uH1mdv9i4JIvEvIJZZwB4PMf1zDvla3r7A+AodXtwPfnNpVZFt9fyjMkcCcHeqoyDuWxKhldWZRPMetkO308YfElH+RAxmGqXDcDYgxiR0TeZ0Vk2hgAfuRbhP3iBXRWPoVIAf1wQbfHoqUOZLi7UOc30MZMcZBZc2Df7xzMfA4aBgZ55vMA7guTB/DecgqGQqkWGmziLPRmFro2ShMAx52+lG6O6MfxpyqdKrWvM6bKmOWfaZ9Sulsrj46gPpJuW6nHY0OjhJxRkNtk4F8de1qw5OW5qwE7JZszP8buAvzrtlDfL9ncj3/847jqqqvwf/7P/wGRaBIaEBGMMXBuf2fT98ZWAdBLZlpt+zHQswjg0SWRyV8lNk+5gI8LaAFzdmDls6PnF800ys1W5xrZnwag9PwTAZ6FjA1m77C/4Vbp0knLWgZ4rLRRh/jmntudh26MwHhO4fem76UkNlISMq0P5DysDSwcIarQAAqgtz6nCH4bIHagjOzbwF6CJNt95RrVLU/UiNV9Xw705KBeOk4B8BTHKgEe/Tf93uj7QYC1bTyGdF3bqbtcFeBJyaa9MaZVrFOqe+eI+3cM8txwww14+tOfjq997Wujv92ZJ6OE0kdJ4B0hn+wwFNpaO0Z0FB5kct2HMrun9zvVFUPAIQkgHQ2AARqSM5imJ3oaAM/OozyWXANdGlDuTwJ4PZ6sg1R0u8yB7UwDAwNrTNZ6MXZUmjtgPnAmd94D3TwxefohMnmc5yCfRZ0NWmuwQU3cb2sMBqI4boeBqadIGQRrGi7VEvaVOq/Y5lYWcjDVzLwIsSHstWZJ2FSVdxVBePglu/5CN81ZNxV2QAHC6f3mn8uzuLUFTglacUZbMlK0N07/gMmzq3bg+1e3Mlgsn7+yZKtWb18zreml98X/sEBRIptKpEIAHpIKYo4GNMH3N+gB02V7H7ELfQ9rLchwYAxaHAhrnyVmg3ZDQx0GzNS2AVgxPB816AA0EcTqqNMYFxzZxOQJvt/0c1539XOeC/oemA8gBzin5z6eU1pshta8zNLxca4K3bUCoCWgSgL4K8AMlaKUMlena+BJStPY95swf2aMK/B9dmG7cnETkyMa8EOax5OpbH8FdCoZWOna7Dxbu8qiaDdtfSbP/rBnPetZeOADH4i3ve1tOO+882BWQX3vdLYTgGeZVRKgCwAeIPns0sYM/BxYYA2empXMHJfNGTWrLeZlrlnWEnpnz2Zi7+jyrNZuRXBH+0Ttuxx6QCUCgBzkkS6C5dyUl6vmAE/ZVdYY9sNkOhgbKheoVbGoAOMJAKsDaPn1yRhZ0Wp+Mt2vbJ+aqbWO7QDgieut0bZ1oCexkxRAmW2yvu+O31tj1z/3NW2vyrWcc/jFX/xF/M7v/A5uueUWXHjhhXjGM56Bl770pfvaX+8Y5Hne856HK6+8Ei9/+ctx3nnn7caYTnvTrdTFyUyKCiPVTWrq5/S+V32ApifEMvsqoBGj5cxMmRLGlO1rGWpQAqs0wEPk4K3PMs42mzwblbnMr5WNAIYIZXJJlbzPugzBM0sXLafLtfjf5DzIUQYC2LBPAXhE7yFUTKfzLa75VAYiATwOY8prfV9yLUeLqYzCWgbvO7M8uB9T9Bd/bt2A/9QE+we2e3bg+3fHysB+MlCrfXYqe6fMqsWEJYBCmaXWhautj1mPrVeLCfYdHj62i6+vqznQm1oQWULUspG5KLF48kQAANXBkH00ZwpDIsEDqYV60GVrPLKuip5AQZpNL4QsWMy/tHFXEfUZk0CnWvIi7nkU/KtOiRXmZH78RR2B0mdSqXBx/CX7X2x50iLTe9jJXHCKwJ7T1T7/+c/jD/7gD/Ct3/qtp3ooZ7DpEqccvJkCd0pgVGsgZrF6sYjmzwqYmtGskTpUddmzVQMkeFsZGzNmSg0W8Q+N/FuzKEMoa0KJjja93uDjNRBaDF8HFldm3Z0NWNuhs4eUNtkYONaMczkGl3QBrdlCi01s4ZzQXr1FG1qrc/lVkmzoMUdvZuhpG970GGgGUgCCQQNrucxKA8xRfoJE6y110OKNEuDGDKkcQBnbNAhukJf3pu0dCEOYI6m4h/nxeOy17pQyvvy4NYBnlEAq/bVK+Mj6Ko/RU+JYr9vS+OrMt2Tyt3LuOLPsV37lV/DmN78Z73znO3HxxRfj5ptvxjOf+Uyce+65eP7zn3+qhzdpOwZ5br31VrzgBS84CPKnTGiAlcBZnK6JD3nSNCknj9L0gxyD7FAuVaXMF58R/QCdAZQHWu/PI++ckkqDUrcwnkSGUAOba8rwxBXEOicyhYASMAZncyM9U7VQ533yRemMRWOY3dPZdGE9DIbBguY90DtgNgPmPcxsBngP0/fAbA7MHWgAnLephboBOmsQSfM28HLCDfAg7rISSskk22pF3yZjIUmpmaLVw8DIpIx8MpQJqGZ60RUnLMnqkh/dbx1gaFuo5B81c/LSskUTxqLFQgwskCatPVfZLxZxq9o+Yezvezvw/SuYZLPKtzEtxAxMB2r68wKil2yetK0FP3tjgKWcCwBhzrB/MWThTBt8ybiDWpwz4OF9HwibgckDXT5qs+A0aZSl7ljil6zpYEkzeaQ8SVqoJyDDko16bEDA8r0BOQPqPbM1+x7o53z0fs5zQN+DegfvQkIA4vu58HaTNrNrOTfzOG6dPZaFiMxZpenFVVUYVpVu19rOV8X2tdC+ihOs7eICa5SdHoGFle/ixJw8xSpL+6ovhErG7qmwdfw+sH98//d+7/fiU5/61AHIc1JNf1fHC/lFjIhyW/l9/Oykha1eVE+VXRk0GcCTxVWZMK5eP0h5JseS1rbZ5wRs53hyUPuZfs6zsSnQOj3nCeBpm0Nog8ByZw8x6K71d8gx6zH4LOdn8TiN2cSGOYQNcw62cA7OorvgHDqbZRJME2Lu4NMR2qmTxzGaYWbmOG6OYW6Ox+vDsavonYa1TGWd5fwsNEzp4fwc8GBx5sB21dciZ2wt9pdj8E/mNDkDHysFBOgpAZ7seBF88yDqkZhf054p+w5PAPA1WZC4VivWC2m96bPv4hjombIaCLR3dqKaPIcPH87e39zcxGZo3KPtL//yL/HkJz8ZP/iDPwgAuP/974/f/d3fxcc+9rE1Rr13tmOQ59//+3+PG2+88U4ssDltqX6WH4qIlqruWPzQuMxJlrTLEh0vt8kCSpO3zLbaCU2ARZq6r4+jOy7ZBQFbRvVW+0hAkka4BfwoOzghgiU2HE1ncxPswA7TWq67bEKZlUEK9L03oDkB230EeKhteINtBn1o7kBzwJGBoxTotxHkEZFnBfCAMGAYZZdFj0cs0kqRyqr42rTIu1Ola7eonE8ETgFEsbkymzueqBMTrPb3dD/SvsoMdO0zo0AnA6tctr/8QF42qo5jN2xt4eX9Eunvczvw/TuzJLw/9udipe+P70+xBYWaP8EeIQJnKxWTJgWCSRzTYcj2GX2CkYak6TPl8WG4bMvDQhodZvNUyLimxf84ABThevGN5FUZk5Ft2Nc2aNFQgy4sCoAA6CLosc09+/7tGb+855Ld7VmYExx8bwPAH/ZtgM5adK7j8wkzT6YrQS6+Z0wTdHmaODan/b5m6GRBvbrGQeTa+z4D/cqSZYD9fsxKq0WkZNCzMmnkc/1YxyONQbOytN/WbOJVLf8u1/69d6DP2uVa+6S897d+67dw1VVX4TOf+Qy+/du/HV2XA4l3Rr2zmuUA6qrf1RzgmZIzkN9N8TuwGut5GnAVv9AAJvm8kpUjeikeA4COF/0yJtNBAB7pYpWBSvAI/4Pop8VxaF+TARrIgSTIWoJLtATg6ZotNGYTnT0LG+YQdKdEj55ZmeIvgw9vTIvGbGLTnoNzcE+cTefirnQOzrEbuOtGi63WYMNyPC9sKEfA4AkzBxzpOxx1PY75TRwxG4ANyWj00dcJSyjOI7E7osNgWjQ0RMBJ7oeLwswu+OlG3e/62qu8zzVB7rQ969rppgTpcw3yrogWuT5OlwE9i211Pw0sB3p4/PKvtE0O9Kxnu63RQ1jP98tn7nvf+2bvv+IVr8Av/uIvjrZ/9KMfjbe+9a34u7/7OzzwgQ/Epz71KXz4wx/G6173urXGvVe2Y5Dn2muvxZVXXokPfehDeMhDHjKajPYzbWm3TU9AWclWBHv0YrzSwnGFbII20oJhKwRUJcXSUhIJ9sGxePQwsKk1umJ9JFNlaAUwZUwL6SgWFw7UJwp8mHCsqO1L69jgAwaTdx0R7RzJcDQW6Gwq13Jk4LwF9QSaDTDHZ8ChGUzT8Admc2DGLB/fByZP2LcwecSsAQwZWCNAjwZvtPhm6oSiF1tlK3Kh11qTP2YpuHYjDCQuogQwkuyIYv0IUCfO11fqa2tG2VhzcGbZAnMMPtbKviqAT73IeVdMlqc7tdNZy2Ev7cD3r2rCZssBnEVsnsmMnH7mQvZyBAhp/xsCqvIbHbOe4RgNWgyUWCuGejhqg0+RgDDv5hTPzg+wNujX+KEyR6WAUpcNeOPRUZeuCYq24eQzHyoAT0cdWtjA5lS+3xu4PoA8/QDM5pHBCWFwznrQ9gA/AIMCeSRZ0IHZSwMcrDHogdDhMXU/hFG9r8hW72Hu9wpfGeZP7xngEQZnbaEg91maIeSlDw0LnVrVBS3z/Yr6rxZzI7CpnKeKLL7etvx8dazZAuDUZHTZ76/j+/eHfeQjH8H/+B//A+9973tHfzvQOyts8vuYWDVlKYuZeB5WAXjE1gF6oJ4hYXYLSyYBPWHTkAzms2CgJ3Y5VQCPiB5HQFqeQQuQ98g79frJ8+ODlgy8pMHT2A20dgNtAHc6cxY2zFmRkekNS+SDtjGA9zP4OZ+D7bDVnIu74N64u78X7m7Pwt02OpyzYXHPTYNDDWGzATqTQsSegJkzOO4MbpsbHJ5bHO4bGGfhycOFsq14vWEZTELHJWGBYUlwaGyHgWajecuYDqABZAxysCYHbpYBPBFoK3wrzxkWREO4qpI41wCPSm6EtWEC9/IOiavaMqawXK8R0MN/yPcVjn8ygZ7dtHUZ/PKZf/iHf8Bd73rX+H6NxQMAL37xi3H48GE86EEPQtM0cM7hl3/5l/FjP/Zj6wx7z2zHIM/v/u7v4k//9E+xtbWFG2+8EVpwyBhzEOhnYjWcxZWMbmxpOPFAltm0KYdD5LhDiWRra/o4C4eY/m6Ja/qJWGTYkoWxzWh0SVMgATgweaAIE4SYfS7AyzROB18EgElwTVBv1T4xAAOiw2MNP5StRd5CnSyGwcJvE2h7gJnNgePb3GHFe/739hx+28P3hin+xJ8XwCi/gEqLR9qnq/IBgwal6KaPY06LGgZi2jCpT4te5rRXod2q7jch+yvBuQbqErWyaJWZ3etUZiffryhqp2mr1QBosekAv8rm0ePYZTSfx7CnxKE7nR34/rGVpTlTtgpLYpVnUHxA/VkTXyIAsh8t5gHAmo7BfJOAegaTBzhito+deI7itn7g/dkuJgtk7DogFDbMiDWowHI53wSqJ3CpoYYBHrQB5DEB12BGphssqHfM2Dk+Y38vrdRnc2C7B/UebmAmT9ZZ0Vp0QWPHwmCuWERSohvHGzLFMmYx3YVL37syYy7zoGbgpn3nrYeJ3GQ3Rclep/2m9rvJBy+j148tG2vBANOm55Hlphfdu2tE+wewWcee97zn4alPfSpe9rKXHZTDnpBNJKhGvrUOAk0BPGKLJAhyUyXrRIHFIwBPW2XkeBoCnxCBDeJjEtcEcKexm1H0WHySDb5+8AEoMmHdMQFUyDGTrIDNgCFjbAB4NtHaQ7HcahNnoaVNtEGg3pPH3AShZSDo4PSwtsNGczbOMnfH3d29cJ/mHNxzq8XdNw3uvgHce9Ph7MZjq/FoDWAMa2X2ZHBssDjqLLYag63GorMdMAOcOwczexwzcyTCJsZwp8POnMVC/uhit1sbgB9pMuDh4ewcnmzQ9iF17VMJnNxjPTeW1y/dvy77nhB5GLIM5iP3fnIP9fWXxE8O7gFAD0KLVXznFBCfs7fqsiBxzArkzysCxkDP1PFPpZ1oudZd73rXDOSZst///d/Hu971Llx33XW4+OKL8clPfhJXX301LrzwQlx11VU7Pr62V77ylWt97tJLL8V3f/d3L9xmxyDPL/zCL+CXfumX8OIXvxjW1h3hndFWpZEuC/Zrk4wGezLgx3AwugjBTVTA5SZZS2EIyXs7f5DHwZ0wYkpbVczRhgyuQYGjASAyqcvK4AAXXrG7FrdP985ACihklMYk5g6Apc4iLpRUhxpp+8v/rtT7FpPqItP3U3fqqjG/qp/PWFDjTNQy4c9ldNX6mJdkcveIzbN+C/VdGMwZaAe+f2cmgMiYjTP2BeUiZCdg69SxayYAkQnlUiLay2VJ0t3KhSDVVkut0tzj45yRmwh45iUDcQywED9RgtzluKXvVWMscsF9RNF9GgDqHczg2N9byz/nPSh0VfSuyTJ+xvAoGhh4Y+GJMvCmvIbCnKl11RqfYwHcq3OLwFuVLp+EreUzCTzLWbgpWTQ9nnpQPi6bHn1OLXaq5ynnVM7xpxDkX7uF+skfylr2z//8z/jZn/3ZA4BnZVucCE1/K2UR6n52aQy91nteDgzWwhSAJ7Uh1xqZhhpO8PlUdqVBCGvayOSTrlZsLTwGNMZzAxXjM+a3Pv8EMDTRB+luiyWg1Nmz0JmzsImzsIFD2KQthCIjOAxwgfkPIOpMbtizsWXOxbn+nrhXczbutdXiPocs7r1JuOeGwwWH5jin67HVDOgaD2MIzlvMXYOjfYs7+g6N6dAZC8Cg9y3mfhPH6GwcM9/gax3mD2s6tGYTHW2iQ9BXI2CGFn0Aw8l4eNvD2Q14P4fP5p8cdAk7n/B9OcAj9yLe7cBqNbDxHqp0egYQlaV2Y2CoX8LoyffOw/bRoU2x7uUej0CbCqtnFUZRAvybpdue7vbzP//zePGLX4wf/dEfBQA85CEPwZe+9CW85jWvOWGQ5wtf+MJan3v4wx++dJsdgzzz+Rw/8iM/chDkK4sAj85sh/cYmFEBrAiiLYhH8syDMDFcJSisB1tjy/UZMqo3+KH3nvFxx5sHxn0zGeSXLQll0rCm5fpZL0cWerhjtgs8GkV5F20G2a8nhwEDKKy8jRH2TgrMOwuYcEaODHpv4WYAzRxwfA5sBKE2T8DxGejYHH7mMcxa9Jqyb4HOI64cnCe1iAg5ZTPAK7q8XK94bkh6Q5pan9E61aSq9Xg0vT5nPoXMiB/U9cvbosf7uHKp1jjjm5eWVcoQKuJ90yVfdRAvFybc5UAf65Zr7cxO11aKJ2oHvn9dS5lVyd4tsmXlMZgQ2zcmZCn9gKgDV/hoCwsoJo8wAOXlMYBIdGomxqCBCzCrFEjsHL2YEmYKXwVmczYBurGmgSE1HwGRZQiI8LJBY1i9rbM2CS8j+P6efT+2B/b9R48zi2dwgdnTg457DEPH5VrhOBahXMtyQE4BXpdxZuxJuwEp063dj5yp1FR9qfhxH8Xz5ZqNWaFSqqXvnzE2Li4ik0eESLM4QJ/hdLC/rBRLZ3gXWfT9pziju2651k4/s1u+/4orrsAHP/jBA72zmq1wXUt2WZa4KnzSFMCzCGDX7OtkFaAHNY3CBJzITym5akylQ1MImSILJIIDHaxlrZtGsUji828dDA3ZueoxpGuRgKVa8GNNi9ZuorGbaM0mNsxZ2KKzsUmb2KSNcOaE3hjMkcpvxWe29iycjbvjXJyDu290uNeWxflbHudvDbj35hwXnHMU55w1w+bWgKYLSQZn0M8aHD++gduPb8LjbBh0GMhi21kcHVpsDJto7ZY6I/6vpQ6bOISONtBQAOMNzzFkPMh6DDQLzJtQMkUGWVvygm1fXhe9jTUdWrsRfHEb752xDQz16dIX9zCV3FUYQKENvPNjoKfG+OfP54ytUYLWLE+i5+yd3OcLo0farZ9KYf1FdqKaPKvasWPHRrFv0zTw/sSvy9vf/vYT3seU7Rjkueqqq/Dud78bL3nJS3ZjPGeAWcXqseOHyIwfynJyigCI7bL3NaNDSra4Ja4b7SfZmLkRjy3ZxODQsknMA8akYL40okAzVA++tV0ZYwbgZoCIL3PGOAXxo/OLwEkgqwb2ThvQF9ZSSBndwRsMroGbW/hjHs2xOdC1EPFPHOVA3x9DoOxr4eVQrhXHbECquDMJRitha8mAyDbhGohQpj6fiNqHSTVH1MfgmRZcTpOmU05XlWpVurGUwI18X/T3LpYN6BIAAaFQBEtFl4YRkwzJ8Y++I8Yu7RJwsm2vyrVO11aKJ2oHvn/CQn0//7sWYGM0B9R3YzP/n31eP9cqY5d9PmR9CRSEG3NNnNipKgA9QhN3SCVCAOCIdQ5qIC+baK3lpVlyDta03MkEenE0TlJkYqCGEw3ah7GXa9DBBoAn+X4KAvqDa+BnBnS8hzk2Z2BncKzRc3zOejzbhH5oMJAFi7Pzflpr0BkLMkAPD0tGJRwS2MTjS6CUaLHJ3KAZlxHYN8mnRr8bgaMQgJs6wCOlWuL/o98vysUcctCGyKPWurxMKk2zHtLfayVZugRgcdmKDXHF3unIrFuutdPP7Jbvf+ADH4hrrrkGH/7whw/0zk6aNSNfqxfztfLYGvu5tJSgW7xdavdt4lg0wNPaDWitNGHxAMjI8PI5ARaaAPSmBipBjN+x4LE3fYrv9bkrgMeCdTfZv4gfT9fH2jYCPBt0KAI8GwFgdsSSCq1pYU2TxZSb9hycRefg3GYDd9s0uOcm4bwthwsOzXDe2Udx7/OPYOMuHs1dDMxGSIYPHv6ow6Hbemwd7rHtWvTeYNt3ODIY3N402Bw2ku4OyRzRocUmNmkTHXVohHEZy7S481drNjGY44jsLpOAv5g81ewayudbnWBtTBsBHgHbiELTAmKwRjSK9D0UgEiX28l8501INhiedTh2blQyPeh3joCbHOiR9VyM05XPLr8LOZiTAz3Tc//+sxPV5FnVnvSkJ+GXf/mX8S//5b/ExRdfjE984hN43eteh2c961k7P/iaRkQ7TibsGORxzuG1r30t3ve+9+GhD33oaDLa70rTu2vqYSoni8AziAHXki9YzLoqi2LIqg5fBJPj7xNoaxVICuOwsCDTwHsO8oVJIgGlFiBWoynGG4JPBfQkICBkJgOTxxsfnbCtZnIL7R4V3EugL19zYfIMMwt/fAAdncO04bp5Dzo2Bx3v4WZA31v0QZfBILTRtSKyHKq74jhodM5aR4K3SedDSpuBr0VO69RXLIEo4+CbRZRlUaBFN3MGTz0T43NnrywHeIpzUhM/gDD5L/4eZdn8qckgAj0WMH5vEJg9sNO1leKJ2oHvX2w1fZ7EvEEMoqcyztm+iha1JauiBHP1/oQxt2gxbwmcJLAtnBvifkSbB8CoVXittMr7gbOQGWCRC1gykNSP/GnssFUBDrzxMJ7/2hoWXe6s4Za7JjF5hsFimBn4Yw7meA9zdJtB/n4AHZnBHx3gjoO3U0yeyBC1Bi0MWmfQ63HU/KSaj3UnSAFjZLtSeJn1K4SZw+KapUkiQQAe79U+4wKhzTL4MTkTEwGSkMiZC9lxFnwnSm2Gmu2kRIvtwPevYr/1W7+Fc845BzfddBNuuumm7G93Vr2z3CoL1QqAM9pGPQsliL7s8zljsdS8Gn/3k8/QWocGCCLG1m4weGI3IyNHx/kONrBBLBylEn8Dy58JpUmt2cxBnuBfGrvJfERflwiIfiRcC04QNwClblwm6v6E1ud0CIfoLGzRFjZNi83g53s4eCI01AZAwMH5OYyxrMVDd8E9txqcvwX8i0MD7nvWMXzT3e7A3c47hrMe0MHc4y4w52wCm2GOmfWgO7bRfeM4Nr4yQ9/fASJg7i2O9C1u27A4NG/5eEBMSDSmw6bfwiZtYMtsoAlz8JwsbEjmOjtgsDP09ngE2Rz1iVmj2DUMlNe+SyH2N4FNFbSRWrMlNxpEDgMsHGzK+ah7KMwtOVYEU8L98/Ihxm2YCSRMmuJ7puN+E9eF8UuXrwsmGD2lBlHc/w7Anf0ABO0Vk+c3fuM38LKXvQw//dM/ja9+9au48MIL8ZM/+ZN4+ctfvuNjL7JnPOMZeNOb3oSzzz47e/+LX/winva0p+FDH/rQjva3Y979pz/9aVxyySWw1uIzn/kMPvGJT2Svk2FvetObcP/73x9bW1v4zu/8zqUT6Hve8x486EEPwtbWFh7ykIfgT/7kT7K/ExFe/vKX44ILLsChQ4dw2WWX4bOf/exJGWu08KSxU19At6d6cD692wqVsLLP2n7HbItxbebUvgSwKEGBqXMRk3aztTH7FfQABKTywUtxRwIO7C2SNk/aXrVRHxBapYdMbs96PDRn0WUfAJ6oyyAvkx4E/dj7BUymfMwuBv1iiSEzTYefel9f/xqIUsv2Lxqjvodx38V90IBiEnZeLN6Z9jEe3xqu5YTNw0Rdnp28CAbDMODw4cPZazabVY/z6Ec/Gh/4wAfwd3/3dwAQWyn+wA/8wF6e7p7bge8/cRstDFaaA3YmoitzUWJFFs+nKinSgLGwV6IAfuWzesxTgEHpn2J3qWpHyfG56XnKwkC0eIzaq2jyOG/hnQXNif3+fGDfP2f/z3o8iO3TdQt1BvqFe8tXo3o5KyVVU6bPf7RonPCX6bzzeXe8X7lvi78PVbBxAowfsRpW9NsrfW/XCLzXtXX8vicDEPaF7//CF74w+fr85z9/QvvWdjr712WxdW6axbMY4FkWX9esBvDkJsm2nDEiC3z+2eQiyiZ1YJI4mkGF9Bl5BX4jLLrYXSqy/SrzxSK2Urkds1V43x2YIdOZJgrf88tm/lLmGmtabNAhnGVbnN0anNMRzu0GnLs1wzl33cbmvQ3s+XeBueBuwPn3AM6/J3CfuwPn3wPmPneFvdfZaO/Z4Kyz5zhno8dZjcdWA2xYoDOp6YkkU1vqwLzTNiQCwssELTcwMDSSOtDXQ/nqaZ+NnMUDiwYd7z+85H4J06oxbXYPbXH/G83KCuCRlORNrfvKNZ1+TzN3R01RFs1Zhc/X89ei9Uv+DJy67n8yr6/z2ond5S53wetf/3p86UtfwvHjx/H3f//3ePWrX42NjY2Tej6f+tSn8NCHPhQf+chH4nvvfOc78bCHPQz3ute9dry/Ha/EPvjBDy58nai9+93vxgte8AK84hWvwF//9V/jYQ97GB7/+Mfjq1/9anX7v/zLv8RTnvIUPPvZz8YnPvEJXH755bj88svxmc98Jm7z2te+Fm984xvxlre8BR/96Edx9tln4/GPfzy2t7dPeLzTNvWAqodQP5RF4Fw6JHEw4jh4W8ctWdV/tUVEbf9ipTORTK6PGcU+Bp6Lz3ZMZ9TZXIceHn0ERESfB0CxINDXRvYdNBRsan1rQ2a898zkmc8aDNuAP8psHrpjO7xm8Ec9+u0GszlTQKVcizusGN6nzR8GvlM+W5hkXVWMDy0kh+xeeiTKfkTubU7fLy3R+flac+vcIXZbGF3jYgGV31sHXaKnxzUq/wqBhAQaenKZGmM5iYwnnTyjv5cmiP5OXwBw44034txzz81er3nNa6rHEfG1Bz3oQei6Dpdccgmuvvrqfd9K8UTtwPefqOXst5XAksocUr70Z/j54zRgFSBGKv0RVkjGTPR9ENAUv18H5kX/RXyUlBWlsSetAu0zfFHiy9vzmOrghokLC9Fm4/0yk2fuGvTzBv44gY72oDtm7PePzkFH5vBHCcNxFvVkFicbzydh39bARq0fHzpm5edkQ1ivz587KvbFNcrbIsuczMycXGMn3VOVUNGsn7BPvbDQ94/H4XJfTBQWwkvEnwuW0jKrfVbHM6faTsT333DDDfvW93/lK1/Ba1/72pOyrzPHv5bf1zKuWgKCqgX9siTcFIsnboexP0sHipHrOJ6HTX4YXfDHobQ/bN9kgI8o0MjnLKyUkCJtE89LXaOVgdtwHrKvxnRoqUULixZGATxRfS3NHdGvNdikLWw0Fodag7MawtntgHO25ti8m0dz9w64+znA3e4C3ONuwN3PBe55d+BudwXufhfg3LNgz93ExlkOW+2ArcZhw1LowpWXGcm5NdSybpvh8lt+NehMg4aaAMZ0IzZmeZ3itZ2I07N7F4AZ9sfh/iExLUtQySLF19GXa2ZV5ttlXOV9K/Q71XdvGdBTbn8ith/8vbZ1Af51mrTshX3sYx/DFVdcgUsvvRQveclL8MM//MN47nOfi//4H/8j/vAP/3DH+9txudaUfelLX8Kv/uqv4tprrz2h/bzuda/Dj//4j+OZz3wmAOAtb3kL/vt//+/4z//5P+PFL37xaPs3vOENeMITnoCf//mfBwC86lWvwvvf/35ce+21eMtb3gIiwutf/3q89KUvxZOf/GQAwG//9m/jvPPOw/XXXx+Vsk+uicNNQa+27CHR37MqTVBlEpVQsg4sve8z4Cc3WfjXg2s5pu4W5f0AMl5pC1TaCZLPxp4cYMMaQYUfIAqgiBlgqUH51WOR50TVL00AnlaxeoBUrtX3LfpjDTaOOhg7505bnuCPOLgjhH7eYO4aOGImD5d+hSJXa+CIYsbYk1ytulNkXaGky+Coh6MeWvFfg13hBON1yAUyw/vIHTMvuAIl1W6kSSN+pxoViLjssxqw4/dTG/jxdyAvA8OiUq0iezAd5KtaYiMlW0g1K7tktGZtLhFw6aWX4r/+1/+avb+5uVndfjdbKZ6Odmf1/XWmwvSigZ9Ln20n7+va+ZqoMm+MSlCH0bZcrpWXS+Vd/5pA1bccoJoZjJTrmkCF9+DSAVMv3WFQYojgjGaEiK+SR53IR/+oS3EtqcWOSgiIX83CX2OC+D5gQPCh5e7cMXg/HJ3BbDiYjTmwbQHn4Y84DEeBftZGkEcCu8YCjQ8luyY2Kg6XObGZEuupZPO4lLAIpQP5Qq6Jc4TM1RQAsRqbwFFqQywlW3KvsoVF5fuVLUCDPtTCmEOPtVjU1Lo4TrPP8gUE26npsrKO3wcYLHzCE56A6667Lnt/r33/lK7Dl770JXzsYx/DC1/4wrX3LXa6+dfVrCl+stUW2osYGzuxGptCv19audgXto0G2C1s1NiSsRJ5ldhrol+JMWABeCw7L3288bh14k8Ahyb5cyRAnEKsXNMGaUyLjjpsWIMNS9iyHluNw+bmgOZswJyzAdzlLOAu54Ducg7QdbyWaBqYvgfOOg5stbAdoW08+2YjbHujADcXxxiuTkz+8rkiaqxZpHmVfV1KhmhfPTXXlddVtrdgICycORwBJs4ZDQw16tgySpvd03DR0aCLZVNZxzVwYiLNsQ7ldz1+BybWj2ViYUqnp2brMI8P7MSs6zr86q/+Ks466yy86lWvQtu2uOmmm/CoRz1qrf3tGOR53OMeV324v/KVr+ArX/nKCQX68/kcH//4x3HNNdfE96y1uOyyyzLqkraPfOQjeMELXpC99/jHPx7XX389AKbB3nLLLbjsssvi388991x853d+Jz7ykY9MTkSz2Syj7B4+fHjp+Gt00lqwNbnWrdROjvRXDAfHpBf5srgPTn/8YA5R9FEyi2myY2dkgngbQts83jY4fZrqspEzfHQZAKSmVICbkKF0pmdq4+RiyMEbF/k8PEah1nM214AnGSBkc73FrG8x326xeQczWexAgAfcHR7DMYPZvMV84EBfCy8jLBgMTNZKPV5XNfECqYUuL0MGODPkAA9Y0G7MZlpEZ0zADoB4r1Jxrgr2JxhBfN/77DP6b+n6aqaYogvL96wU457KCkwAPHqizCdN/kLsZoetE0Hn27bFXe9615W23c1Wiq985SvX+tyll16K7/7u7z6hYy+zA9+/mmmAH0hBVR5speciAj2U18brgFxanS8KRKUkAKaFoQER3FdMkViWahoYYhF89lNBj80PSU9AdUEcM1BECDL4AJP2a20bfL9ovKWyMYoATtnaOFwryoXugcC4scH/j5g8lhmaxyzshofpBpjWcJnWUUJ/zGI2azF3FnNv4VSprgXr8gzeoPxai98zNl2DJObJ5yF+X7MpGYxpq/N+BGNqGgthG++HKEAdF4ZC69eATMHO0d+n/HqOj1fVZ4jfvzyuyPaT2bJg366wzcmzE2mhvh98/ze+8Q387d/+bRoXEb7+9a/ja1/7Gv7tv/23C+eFVXz/fvGvJ+pb94stZ0SEeEeDA5XYHkigvvhjijFfvXMSEBqAQPwNIiic7b9gqlTPo1ZCK8wTUryhBWKvXvlsYyxaNBGUby3QWY+m9TCdAbqGNdM2OgZ42rAEHRzQNAz2BFq9sXmcGLxunrBQ47MwMT4RwF5+rgpq6GuggS/5WU/C50malfavugp7pBhBs8t0ogRAFh+MGbzhO6n0/8KBsjk821aNfZmdDAbQbhkBa60o9qtKXN/3ePGLX4w3velNUYz/iiuuwNve9jY88YlP3PH+dgzylH3ZnXP4/Oc/j8997nN4xzveseMBaPva174G5xzOO++87P3zzjsvmwC13XLLLdXtb7nllvh3eW9qm5q95jWvwS/90i/t+ByAFORrNFabAD387/xzC4OyuPge4t9KOp78jO9XqNpikmmMWQ6kDALBw5CHUQHrMhRXTyrWdGGeE1HP0EKdnGLzjC0tBAheXRzRUDCgrLuWMHm2hwab2x22jjDQ0cx5rP0RYHa0wfasw7Zr0JNJ4bAJQZ7ly2TjGAhEFMCmHMSK7dKRsrkc8Kd7otX3OWh2o0xw9dxJrtUQ/23NhspENdXvkqdBlQOw8KZ0zpkEeHSWq9KFgrdP7J8Rk6vMICFNHmly2ts63TOhleIXvvCFtT5X+uXdsAPfP23L9Ed0EJgHaIAGevjvbvQ8lj54KuiKzEvlJ2rAv1FZSGNmaEwLF+YfAXocWTQLQwTFIAwZTNm3ngvEd7C4ZPKfQOpWOGYf8hZCWmdtNsR5cwilujPXYDYwwG+PDJysaAk0AMM2MN9ucXzWYaZ8v0dgclrAOCnVTeVaVCYvTO53Y9kZpbbBct7STVGXMZTnpI3gAkOLjzn4WQT5bSjP1loccvzyvupyCRTzRA2IT/ep7vv1Z2vMndq+NVC51xnfdX3/ToGh3fL9f/iHfxgZNto+9alP4a//+q9xz3vec/Kzq/j+/eJfTySu1raMsbLuZ0/cdMyzBGAJIunAsiTg+Bn25GIMXNM6W8V84Ud2+sxyjKzjY2ErmaidyQnZYjntibuckOef3gPDwIsh50DOgwbAu9BBkQBHgCPKGO41VtLkWCOQnovZ69dObZWYfvSZJf62ZuP7krN5yuTQjvY94dPrZAH5Xb5vTfH7qTHWWd39uH+v7BGPeASOHTuGG2+8EY985CNBRHjta1+LK664As961rPwm7/5mzva345Bnl//9V+vvv9bv/VbuPbaa88YXYprrrkmy2IcPnwY973vfU/a/mv0fU3dnwR7jAJTFNsCmM7yEggm1u4LEt6Go6YFQdk9hVFgD6LVJ8aUaRRmj5pIYoDvRtlcBpySjcVC08QRJzdw6ZUjg8FbDM7C9RbNjGAsgTzgZhZusIHBY2O5Fh8Tga0k/bb08RfjvLl2kC6FyCn7q5q+bxLkl9TixCaSMoAa8FI45oDuy7+nsrgapFls+aJitK9RZmDvMrrrtlLcqe1mK8W3v/3tJ2GEu2MHvn+JLfGROnuWG7Pvas/eogXztN9PJTO1z44zymPmn2bwLSrZoqK0NgEI3E427bNeLsrbNksDZi28Lya+33nusuV6A98DhsCLhN6i75uwUGDfr5Mq5f7ifpG0gcqFRGRblhnlDDipUf+XL6LK4DrXA0q+39V8/EmwxeDMYoDnVNva5Vr7qI1uzfd//vOfx8UXX7yv54Wd2G7H1WPbHUBnmgHRYGrRO1n6H+OzvIFHbZFNcCDjxqCz9tkLnkt9vKkxxW2Nh6eUcCViYGcI//bIO9DqEiSJxQgGjiw3RukpNEPpge0ZTNOANjYA72FmM+DYNnBsDjrWw80ttocWM28xeIPeAz159HaWJVR1d8Z0nbLoXAH3q4MRq/g29v9dBrov368DYfHaQAP3aZ8hRpgAdBYBPYnhM/15fdzF77uJf586G696Vv/cfrRHPOIReOMb3xi7axlj8KIXvQjf//3fj6c97Wk73t9J0+T53u/9Xjzvec87oX3c6173QtM0uPXWW7P3b731Vpx//vnVz5x//vkLt5eft956Ky644IJsm0UZkM3Nzcm67J3YIgpfmdElwihoTn9X4IlhKqVD7gjKrF46kOrUNOGQUs1vQLWD6CZnPdvpfcfxpSDUGBtzFDG4D1lPZ3oYsmjR8cNpEggh5skxEyX8J2hXbKUe3wlMHjLYdi02eo9Dx1sQAW3vQT5kco9vYDY0zORRwsvSVYuQB/u1CSwbXzinwbAWj0OfZQisUtcHgiukCvtKZecTs4vLrvi9zXBvggjfxOTAnxk4M0IUL046Tv5v2U+sD1/yHdUlAatMfgJGxkk1fJ9229Zn8uzM9qqV4iLjuvj9kYk48P07s8ynFMFXLQhjfw94VUaZ7S8De8QXd9nfozaMUWWl4Ba03nTwZsiYNx5DBGnS+6p0VZX1lmVIxnCJr2YmEbH4fgtmdNrKecj2In4chfklK2xyvy+luseGFse3N6IPtQ3BO4N+xgzO432HmbO574eBMfwM5bJ4JdAy1rGI7E2IQLVa5JhchwGk2TApAyv3WgM7ThiZSNT92G5X7Xd8X1OiiD8zzb7VCYMyqyxMUH1Pxe/X9rWfbH0mz85sr33/pz71KVxyySXZe+v4/v3iX3fbt5Zg64nsZ1Gsu+qzILGdbM8lsyJoz3GSV9vq5y9uTwAFVnkCoJPf0d0Qa2D6FFMle84h/in5FfFzpP41EIeYg4A/ZnwcidwHspg5Lqmdzxq4oz3aI3OY248CbQM4B9N1gHMM8Bw+Atx+DP72OWZHWxzvOxx3DY45YOYIMxow0DY89bE7mZyrD8COnLYjZuM7M4SmLwnyiWVYK34/qhUSwTSLKorgx/ub5jC5h7LkJgXVa3CvXGdp/1uTYljH9HxVvjf+Xp8Gvp8MaB0mzz4VXn7b295Wff+SSy7Bxz/+8R3v76TB3H/+53+Oxz3ucSe0j42NDfzrf/2v8YEPfCC+573HBz7wgUnRoUc96lHZ9gDw/ve/P25/0UUX4fzzz8+2OXz4MD760Y+uLWS0qmmBxeyBKnDm9HDr4Gp6Uaxp8UBwyqp7R+YYjA1ACQMB5QTC40sicDo45O37yCzJHvRabWik6TehE1hSoOdtQ+co9AyQmAG+ggbHci31nlA/LRJlnwjoCZg5g2NDg2NDi6PHN3H82Aa2j3Y4fnQDx45t4Ni844WAszxJqX02auEAJNFloeTXjOCjFo9D6oQiGenYPnGFDHXcJ0lXsxkDNiHQF/q/BtHkWhJcEOkc4uRS3a8f37+SplqyuOLio/xuFt/bqf2x7ZzOejrYXrVSfMYznoGjR4+O3v/iF7+46/o7O7ED37+6ldnWMrAr2RyllSVQtcytFswv9yvHBFIWVIABadUrPsP5eer0NBnk5aVNsf+L7UZgAwM9Ieg2yb+O551xRy+DMRDfE3DcWWy7BkfnHY4d38Dxo13w/R2OH9/A0XmH40OLbc8gj0difVTZQZWMr/ZpqTw3dZ30AsogdcQpAa6pexqvCw1wqlTLGBHub1VnmDSflFpAPM4uvKTILY16Ub5zcdlD5fu6b3Ogu2+75ftf8IIXZK+LL74YP/IjP4KnPe1puO997xvff/azn72W7z/T/etOSm52smAtS9uhY/qCRTI+fu7XRW+LuxeG+FG62IbmHdLV1tEQQN8+gr+y3UCz6Ef5NYTPps6IcUyV+SLrtFrMI1G7M4xnbuaYmTl6ctj2DnPvMfMOc3LoMWDAAILLkoW96bHtCMcGwh2DxW3zDXzjyFk4+k8d5v84h//y14HP3wJ84f8Bf/+PwOf/f8AXvgL/ua+i//zt2P6Sx9duOxtfPb6Fr80afGMOHJ47HDFHMaMj8H6ISc8EbREGT+jJ8xjJYYYeMzNDb2YYaJYD8hXAfJXvRbw24br72DU43Qe+dzN1v/U9DBqexKOWey1ro/R9GMI6wIXk7fTY1i03K+99GZPo39ny7l7lviaPs+M06s7Mn8BrP9nv//7vYz6fx9//8R//MSsDPnbsGN7whjfseL87ZvJcccUVo/duvfVWfPSjH8XjHve47O9lt5pV7AUveAGuuuoqPOIRj8C/+Tf/Bq9//etx9OjRWK/89Kc/Hd/0Td8UW1z+zM/8DB772Mfi137t1/CDP/iD+L3f+z3cfPPNeOtb3wqAqU5XX301Xv3qV+MBD3gALrroIrzsZS/DhRdeiMsvv3zH41vVyhIb+bd+GHLQBHl2VDRVFPoror4GebZXL8IRtkwmzJz04DoaYKmL6IaUbKXMYUCbKTgYC8CkzPCi80iCYpYztvDwCghx6Hkb6pntUTxqErxGmc6Kf9BBeWLyNOgGwua8gyODLmjybA8tjvctjg0ttkM2d1iyT2Hy6ICfu39xgD+Y0AkFaXKW6yKBfqMy6UyxF2Amg67COUsw0AdgzUVgJ7F4pDOAqqWuZH5gjPpu5PeoxhCYZgfp/RaLxGJfu1vjvrqtW661iw2/Tsg+9alP4aEPfSh+53d+JwbN73znO/H85z8f3/M937Pn4znw/dNGIBjyC0u2ykAoPbOpLDay7gw/583SPIw8kynYI0rsyxHYQIpxE/beoGOdtAxsGeDVdDIW9W8Amo9YpEBiHlHQ2xFz1KMlLtXlpIISXw4LpgQgu8hqTSKayU+LJs/cM8hzfOA5yxML6PvQeeto3+FI32LmDGbewJFiblJKGPCVpJQR16wlsHaQZNUHwwCPQxLcz4Xx6+VvujQ7HVMWVzqwzwWXjWmy+URf71GpMMYATy1zu8hqoNR4nk6Lpf0A+uxFme5u2ic+8Yns9y9/+cv4/Oc/jwc/+MH46le/iq9+9au45ZZb8NnPfhZPetKT1jrG6exf61bvXrvIxCeu8kxk2wXWDe8D0LHV4meAGTKss8gMR0eNYkl6iFwCJ+uSn45gDfHy2lIPF2PGpPOYfaZYoI/P38WfObOlYNxLMhYz9NjADC0gCVAi9BjQmz6yZADAWvZRPXrMncfxocFRZ3B73+Ius00cOtyjaT3s1nE0d8xhDrWxnS0dH+Bud5h9zeDw17fwT8cO4WuzDrf1Bnf0wJFhwDFzB3p3HFJCLDbAwZFHD8AQN/boyaE3PXrMI8BTS3bKOcu8HRmvlW309XU0wKDPMsQRaAsgjiRggSBaYCxMBsDp5HfS1Yw/w3zAchtSfcAzdvo31P7q3+XpJjd1n17G/eHsss/U1hP7DzY5vewpT3kKvvKVr+A+97kPAODbvu3b8MlPfhLf/M3fDAC44447cM011+y40+KOQZ5zzz23+t4DH/jAne6qaj/yIz+Cf/qnf8LLX/5y3HLLLXj4wx+OG264IYq7ffnLX86E7x796Efjuuuuw0tf+lK85CUvwQMe8ABcf/31+PZv//a4zQtf+EIcPXoUP/ETP4HbbrsNj3nMY3DDDTdga2vrpIx5uaVFd6Rwl0ETJY2eVPfvJ0P8km6d2CQ20kMl80CUwITIykGZrWxilxXedweESYdLjUrBsDESnuj67ISaAIzwufRxO4eeS5mUVoycU9wfPCjWAYcjmjIo52B/7g22vYUZGjSmQ+8tOsv51bljOv+x0F1lIE3ZVxo/gelJ8Q5QdeIWwTtPLmZT4jUEi5k24MDcwFa7HuTXTxy9ZnB5cLmFMHlE0K68PuUkbTNtoRESL51lhLVVYdro7PAU42Dx+VS22UHm7ESMQZ79ScFcxz72sY/hJS95CS699FL83M/9HD73uc/hve99b2yFu9d24PvXt/zZ0b63Sb47gN4sfu/iIiM+/8FHaRA3LVYAnWWu6ahp+rg2BhFa9jVeAc8B6Flc+hCCQb3oCds2aOOZxo5U6OPiwsftE4At1yr14hJ9NOXXYOCIArhv0RjC5tAFzTVOWYgg/9Hg+7e9RU+AW+CKPCgIKutWxsye8eRCaZucR75gEJ8q5VURKIn3KJ9v9RzsqWfWlE8sHs0eEPHrBLSNM6oa4ClLtUotKL1/uTe8fUpClOB+eax0LyaSVntsJ9Jdaz/YBz/4wez3vu/xkpe8BG984xuj77/55pvx5je/eW3ffyb715rxswSIlomUqufg92LR2qmyR4Q4O+4jPJvie8sEmyRtPQ0B6Akt0m2bbxfBgcSg5OfVw/sWsPzMWXQQFUvpXLuMdSnjkPXHmMUhzzyDDgPN0NsZ5tiEaIC2xOVYAxx6M4czyWdJfDo3c2z7AUeHFrfPLe7SNtiabaAxZ4HIgPwxbJwzoNl0MAbwDvAzg+0jHY4e2cTXjx3CV2eb+Oc5s3hunzncQdvYNkcwuON89ZUIvTMOPQ0ABaAfhBnmGYsnsaaG2qXJE6cTYEW8VhApixTbS9wsQI9m5KiDZMsmo465kMUDD2n5Hj878Z2VNd9Ued6UTelALfp8ddtTMAesm9zdb4kBKrLN5e/r2o5Bnr0QgHvuc5+L5z73udW/3XjjjaP3rrzySlx55ZWT+zPG4JWvfOXa7YnXsWWTR25cqy8BvnxefpLx1QV5soKKX3w3ap1fIqBQjFFT+Ik3BOABE0CEyiRWs9RWsAlsHhmphwmLDaPOd9mZTT2QRNJhy6A1BnPfMAgDFtmcOW6bPlBi8VDFKcjvqzz4XrIgiooP6GxuowLqZnQ/4jUaBRDi0HXnq7xTTX5tKlkbhfQDOTizo4xXGaRUnPdkS0kzXbO+m9RNwnpB+z7z9dG6rsOv/uqv4qyzzsKrXvUqtG2Lm2666ZSVGh34/tx0hi17n3yVHVe3cacMgleMnpJ91ywMxHibxQsY7nRo0cTynyGCGTFxQAI4+TinTPmPqm9QAFUJGpNx8GTRVM4NE0H4+Jj8Sl22bFBladBYgvMM8syC73dhngCSj8/KdJUXmAr0fQRlJMhP29gJX1i7Lvl5aMAm+WmZQ0al2TFpUvrkMXM47Xdnlvn+Cri/LLbJWUt7Y+v6/v1qu+X7Tyf/erIsA3UiiJ6etVVZPRpr5s9wUjb6OsXoyWMgD6IeFBKu0h2KTAfvfQRHMlZf0OaS/RqyGJhPw0APefgswesSOLQgISdgVwbwxCRgAqKkLGygbcwVoCKAs8OAHvORHiUADJjhGM1xdNjA4d7gazODxrTwtIWZazB3DQ7d3qPr+HPOs0D+0XmHw/MNfH2+ga9st7h12+Cftz1u6+c4bA9jmw4HBk3ytVI2NUcTfbgHYW5mmOE45nQMA21z+RRpaYX82qXrM9UgQMBuB+8HGNsUf01AW1aW5zlp7qUjsgJ6YidjSWootpFm8eQJ9XF3rkkGz8S6IZ7rBEC/COBfxXa7PGt8vL3pqnu62kogz34S+Ty9jSeF3Jz6ORZjTJNKAmRiff4ooOsBNDFjwZNOA5gyW5DACWYL2VAKFjLGtoVxlj8X6YL5ZJlog7kTEJBISrYiuydOPiw45wPVsaYH4MF6DQN5iKI/YEbBuSegB9M9jzsDgAGemQtMnljKZXFssNj2BsNEuZbsj1/hyhTaDAJMSUZcU1V1mVaDNpZ36U4oY8BFTxRSe0swtoFRLdhLgK+spRbjBVqbBTR5FjllhNN9TJRR2d5DT/7TmY1kUwsLYSXx1cMu10V5Wq+V4joZ4L2wvu/x4he/GG9605twzTXX4MMf/jCuuOIKvO1tb8MTn/jEPRnDge/fqUkUF4D7UYBU01oLIpxSrmskEE0lQqUJ2K5ZekZ1XjTGZiL+KXMbhI/1vpD02KKmDCw8zeDCYsbaNgI/EewHeGFQMj2Cv7IWMMSsFx6D+M0h+MfkY+X4vN8kJOorAaMPjKY+sDitsWgd0Af2jjUUOmoZHB0abDuLbccdWliTzYTOL2l/ci1Ln15lUIbtqBi7DT5btgNQ9dPje+JBxBpIomMkmnaN0rSL54/E5pHvgv4px4UaQzihSdMxR33MedvcaaDn1HRcWZvJcwqZn094whPwi7/4i3jkIx85+pv2/T/3cz+HP/iDP8ATnvAE/O7v/u6e+f7T2fRCHkjPAPuX9HyXYM+ipNUioKduNoLW7M+YxeOBOE0YslzWihSDiXZLWmwH30gWgwdsiNk1mO/hI7BQAsZaFiADFoL2YzwOQrkqDRj8HI2dYU7HeR4yDg6bsWyU4NGbWSjrykGy3sxw3MxwR7+JrcagDWPoPQspH3cNthqPzvLnhlB2e8w1uKNvcFtv8ZXjwNe2Pf551uMbOII78M+Y+yMsumzbeG+98RjC/OIUAHXcHMXcHEfvj2HwMwyBKVkyrCCSEaqqYBFAxpo6XG4n85T8jcAA0BC01XT5LZHNyO5kcjaZADysgzfntRx5gBxgGqBSBjzqkrmAxTM6l3JuyP5dB/bj4AEsl/PdO5D/TGHy7JatBPJcfPHFePnLX44rrrhiocDcZz/7Wbzuda/D/e53P7z4xS8+aYM8XUzAkMUWaJ4xYE4tFzOU3SgwJkwwdaq9lGQlZy1dmQDWZuBPaRV4X98XUmcoazfYSZlUZiWAQGLzqHMvsp9WawgYwJuOBcfAlMY0YeZaA2JC1hcWj0aH9aGdKtGR9uidpZglngfBzWPOYO4NevVhDRalQD+oAplxEJ2VG5CLgmm8DesmWNPl544BuutBef1GrJcA1LAQaquEPAugJyr4a5CnBZQAHv+N68FFZ2lKDBwosjuTgX6eWd6tFqXrWOCcrfW5/WiPeMQjcOzYMdx444145CMfCSLCa1/7WlxxxRV41rOehd/8zd/c9TEc+P7dsRyc1eUE6jkM2jWr7KtcpAhQI+/lPgGFr+aFBvv9nucMY0FeFhktvEdWWsAHsTH7y+NwMaGgF0RWt1IPLBhh82hL2mVezRUB6AfiXMCt0/mNbSOkd4tNazC3zOghMLvzePD7M28w9zJf6GvHP7kEwUeWTjzFAuDRYvtCxReAJ/PTWbMCteiKbNgUZDs/h/NzAA7GbEAE97lpQUiamCYCYqNS60pgn9/nnC1WWpb4Ib3oq5WaLd7XqbJ1lxSn0vdfeeWV+KEf+iGce+65eNKTnoRHPOIRuPDCC7G1tYUf/uEfxuHDh/Fd3/VdePOb34wnPvGJ+JZv+ZY99f3735Z/F9n/AbFkK1gN7FkF6NG/y/4lphfWDUadRcWP9vBkIyxE3jMoLEBQBrQO8Xcpw/SUykA98phQSqyWMS90nJ6edSkL4kSx9wO87eH8DD1sKBFzQWZBlUkRa/ZEXbJwLwbaxjFzBHf4DbQzC6DFQBbHncXh3uD23mLDEloDmADIz73BtjO4YwDu6IFbj3t8Yzbgn/1R3G6/jm06nJVqybk79OgxCyL+8/jeNo6gp+OY03EM/ngUtdfC9un+IQPuaqC8Zrd46jF4oDFtlkgRoWwfAHuinI3lMxaPD0BROl5k71DPx4rX1aCMs+sAT/77pBZPAfCMAZy0Xe7/95aduaqdSUye973vfVEWQYTxP/OZzwAAbrvttrX2uRLI8xu/8Rt40YtehJ/+6Z/G933f92WT0Te+8Q38zd/8DT784Q/jf//v/43nPve5+Kmf+qm1BnNGmDjmCl2/NlEsdMgQpg1nesuMngTFydRDaxCzihZt+LyiKKqFRGQImQYi6mxNi8ZugGgGXWdpkpeaNMl8WlWq5EyXMUQcDWFFw8ctQSfJ4hKF3mAhA0uqRbgAM3ytTKDkW3Q2Pb4DMXNn28nfg460iZpvEKq3LABkGq0xWGRy0yCLZMJt0OOxMgFRPZvE13qKYsksHgZ6uuisp/V45HNduC1pEREnK9m20EziMSV6amzlONnZLRd80+dQfpd3SvE8GbZuK8X9ivI84hGPwBvf+EacffbZAJga/6IXvQjf//3fj6c97Wl7MoYD37+6jUH+1RbEshBhwqKwF33ScTDS8rx8pmwMwti/s2kAt2R3iM8nsiAjXVHY7zemhY8MwhAahI5/FmB9ngn2RunbUsmvjeUFck4ivq/nszheSVjAYTBDYFUWwAwE0GfJUkdcmju3Bq0hWINYniXgzsyl9yRpIIwg/nfy+eLTtVYQZ7h5saPF9vX1ZoB/fJ/StRmD6nlgz9sIwGMrfl/PoUnwNA/jYomAX77gK3+P7E3KA/xp5k5tXwIwBSRuD5TtifamhfrJtGc/+9l46lOfive85z1497vfjbe+9a24/fbbAQBEhG/7tm/DJZdcgmuvvRYPfvCDAQA//MM/vGe+/3S3nM3DK+zq81Bo9WRgOfISrLDjamyYW4NsURwTuD1krc8+OAcccjAhsYAMLKsmmHYEDsXPwo/YKtn1UElkuSb5eeSswl77Hus4tlUJzAh6FyW2A80ws8dwxG7AegM/28K2a3FssDjcGNzWMbtHRPQdAb0nbDvg+EA4Onj883yO23EEt9uv4wj+GTN3mNdCoXOtDffFUY/e2MgW9XDcFYyOcLmZPxZZPBTZUSqGNonFo6+jWC6qHe5JBtboe+cyIMkrv06hyYEAPYYKvx7Gl+YDF8Ahg1SyPa7eAPScXBf+z5IKI4CPz0ufv74+06YuQrGPvbYziclz1VVXZb//5E/+ZPb7Oqz6lUCe7/3e78XNN9+MD3/4w3j3u9+Nd73rXbGF5L3udS9ccsklePrTn44f+7Efw93vfvcdD+KMMAU+sCUK/ngxjMjmganFQBVGRcEGifvTDxox5dIE/Rw20XQpA7rQgrWCEDemhbMtPLUwZhOEfnQOyTHaLPiMgWfQFBBRY4tZqMsNWVBIR6oGpViXBNoehIEIQ5GBlZ/SRtcTYAmYAeisQWMMWsNuxxGLbfbq843hL350cRHcARwRZ48r7dNFh8EHiqrW4hGApwnZV30u/NkKUJbegGTBBWCzpg0tdFPWAqjr8OSofUkf5u+NNRvp3lVs/F2rO3m9gJvSgdD7lO/kXljKl+/M9qGvBwC87W1vq75/ySWX4OMf//iejOHA969gRIAJQU8MpKefi8W7SgLMEYQH4JfM7RLAA/oZnRZW94V/EyF2ZpF0sJ59kSdioAcNmshATNllXY6Zg87CaAkZ3pEOhAudI6E+k8YsYyR4OE8Zg6chcNmCMdj2QEOswdNYoDEmjooXD/xK4E7B3CSC84jsTWHpyHjya5dawMt8zNe6iaCMMSyQzYWqyZfqc5R98XkGMVAagMDeFDatlOraCDS5bK4VBlbpwHLA3cXv1JTpTjt6DljWUUUvivWx+I97G/Tvzxzzctvc3MRTn/pUPPWpTwUA3H777Th+/Djuec97ouvGLOe99P372apsjMIiWyeypuUvFbBH/lbx27XuWXm3reQvppK40n2RIhiB6EMpLvhV/CXgvQKIS3BodAxKEdAUKFsCSel5j8WrLA7tB7jAjBHAwoYSUm1lJ0IDy+waOoZjpoG3HnM/4Nh8E0eHDhvWYqux7KcF5PFAT4S589j2A47TgG/Yb+CYOYzj/huYSZkWLGAsGrsZxuXgQqdDkUeQ+JwZPMfQu204PwtlUEHMuNDAk2TzMovXzQRQxoz9YeqSJUxOYXuGdQoQ2mJrRqdm8qgyLfkgVokl6kyfxd8BYFTSixLAdNn3aqGVz9R+bVu7T023Sz+ZtiPh5cc85jF4zGMesysDObC6RRq1kWxtZcIJ6K0feSpdt5u2TftOCwPe2sKpEoGECteZG8vMouGJyXD5ls5+xnMzyUGXxhOI+j0AMU04H8nwMjU/dMnyBGcgMmdBg4HFORHGkpV+RSZQYA1N+CVS6jq6zaJoNkTBathw3mMxN7EyW8ROVDI/rKK/MGtaBN/jkqlUElged7yvE3Ms0/s8NdoMZ4L9/u//Pi6//PJYHvWP//iPuPDCC2Pnk2PHjuHaa6/dcSvFE7ED37+u7ay8JdNNQJ5pXO5zp59l/Vnp2ugZuonv2wAMJb2HhjOJ5AHjsHzhkBvrvDE1XRIacnz5TzNVaqCKwCTsn014nzlTkXlpDGAJg0MoAWC/PlBgcvoE7qTPh7FE5uaYvamZNMnnVhItxqprNr42k+dXsGVyAD1PBsRSrcpcku9zsd/N53/F4qRxsF/7vbRTwdg8k+1973sfLr/88gjw7Affvz/Mc/wbY9YdlLEqn8rf//I7zj/HoFD6rO6eJftezdLxEtDjAfQgNHHfcSwRfOmzcfIY+wwc0mNfNqYxIKvjNAFmA/POOHiap7fBzHtJ/k41gdHXZsAMAOBMj97OsI1DOEIb6IYO3dBG3in7do8BHr3pMTPbmJvjOI7bMfesqeNpiGsRBr2li5YHAjNKfheW5eCPY/DzCPBoFo/on0KvL9Q6qDafJVaYj0xJEcRO1xIFI6ePwAdhUECPpJjVPC/3PHQ0Tk0d0r1eZjUWT3kOJcBTMnz0NVgewwvseGrngDOJybMbtuPuWgc2tvRAhokoOg89qSxYiCsHU5b3kOFgOE4Oy9halGfuarT9bPOQMZVg1pgGhjgzScZHTZ88uzkR6KvOH3IeLXUYTI8GHTy6UMPLztiggSPuvpUC2ybsw4Vzp8CuMSj1FIR+z5la/oM1gEHKEiRqPtP4m1CnZUDR1Qr1n/cX5JJrTB7JglOfTQKSeW1Mh5ZCpqO4T/mkoZ2xbr/ZxTI50eSRBUTaT7rGfJgxRTNbPJDPIgG9rZ74U/tNV53kxguP8YJlfJ5eb4DdtnWd/X7z9U95ylPwla98Bfe5z30AAN/2bd+GT37yk/jmb/5mAMAdd9yBa6655k4Y6J8mRh7IgNxFwVIK9nLtiFSuxeUETXw+R4erMDWMadCYtnhPnnsXkgaBjRLLMFMrdeuZTeiMBfk5QBZkuowRGsuxkAJIX/y9CX/3QahYt58l02XhoW4mIML2AxwosDGl3LYhMMNI2dxP+30BeKxJbtkHEMjFl086eHCIXcbiXfJpXGrBkFg3qZxarqvOlLO/LLqoSfbWz8P16qIOm5QkZEBPzLomUMgSIp0/Xnul55GysGMALbVk1+OcZnEmqwGXNRaPXlDurpddN2A/8P1noiWR8PidVEyd0kRPRwSONbMjAj8r2OQzY2xiZgAQcMEEBjcVDTjiM6sYNtzwowXRLDDpFwMtZZyWx//FM68ZQGDmJsI75AYYb2EUy1wzRY1JYv2aBeXQA8QiyAO2cRyH47W1mplOaR7KWfKyjmnQhO3LJi2eegyScJXP+gGOhgzcEcClZFxxzL16aKr9oqE8Aa6va2IMqfsXWVw8swHCwCzvty7TMii7d2rgMr/PyWoSETnAo9ma+XbJykTy/rUzQZPnoosuwjqlWFdffTWe//znL9zmAOTZDQtBPqAR4GQjWidsdbu4u5jVdXHyKYV8k7Bm+uqWmUG9vey3/J5Lly0WFXPs3ONCg53awpIfNS5LfPyWutAxZhODCSCP5+5aPrSWFNX+TAMhAjxMqaeGgRgxH+j4AxF6nyj4AMVFT8rScJZ3oyEYb9A0ieUjgf7gdWY3PxdZwKTOZKJnYRncwSZaSqVa0hFHiyPnQJken1f3Kkymtov7j+c7sR+LdnRPNUOJLwYzhKbuWTy/SoA/JfI2/h6k8WmachZA7KKt6+z3m1ERdZS/H9j+sbyNuoD8DPivI0qeQJ08EKsxHcvPRb9QAX6r2yO1UhcTrRxrlfg+5srv+bRvynUn9Bik/Avg8lh9TCk5cpSEPAXgicyZ0AXMGQdHqegpii6DfZy8F95RY+GfmuvY2KTHJj7fE+A8A/usAZR8a+ang+9nMDwJjYpemsxfPrsekiXXLYaTnxYtHgaVNkOZbgCNUFsIjUE0bZbysr5agK7n/LI8qwT3Vw/w8wUs71vdpD2wA99/BlvUN6hZCTjWRcLLxXG+f/6RLfgLoGfloU4AQuViPQE9eRJg8TNXJgQqx6+Vmy0bv7HhxMM4KmwjhNbl3IE3lxWABXeUNfk8kkbNzFHNQNfzWe7TmjAfdSGOHW8n7eKT2LSL4I7uUhVLYbOSo9VZMVpWYxQXa6HtYOneu4X3Ud+/EaCXPe/lWPOOneuUg5cAz4mBOOsc/+QbrZvc3Ueu9R3veMdan7v//e+/dJsDkOdkWtRmkOCXs5AaMc4fzEKVH0UgGB9IDsaNCtBqxvwUAEUgqEGg9L6q8ycXxT15P7JIYGoklwwM2dizf8NGZyzso3SGDRBaAXs4DmBD2Zb3A2A5G6qp+7E9Iri7igTkvQc2bJp9md3DAM/csXibqzy4zOABnDUwQcfMkUFjKCwaFIuHUjhdWhJW4/Fby+ydBqHdbQB5WLshD5a9AnL0+/F+h+8GazK0kf4/7qqVg4MM+Od0Yu7UstgBZ8F+BLDqDJ4MkJxgctXGt+e6DGcIk+fATkNTC5EEtPuKzy9tCRATyrU8kv9dFkCKaXYJj0tKY1O5lFFgdhKQFz2wNnTaasAM0R6kfJj4Ag0U5Gcmfpz9rzec3Y1gj2EB6DhesP+Tc3DoORNMHoO3DMYYEwH0xO5Jfl8//8LesQZorYH3PA6rPjt49vkDWG9HrkXUKFLsJ7lmWoi1Ufo5vKECunXmdzQHh/0E1o21LLYfr7sCyRIzyOXJHTTI9dr6is+V3wsdCvXvnPEjf99ZuW32+cKj7oUm25nC5DmwdUzAnNp3drpctsbyWQb0rLIoXu35WWOBnMVs4z+vsugX8CJVGaj4LkOOUjVCWo8AoAbGDHFdILG+tTZorCX2edQpEzDcNKN1yOSpQpiTY6aPkzVLiMWFuZNaz5fsndXj0OX3WZfNNjHmrn6muo8E1KXfkf1bWDz6/TEg2KiEUJ2lqX/XzK0csFpXVmF/ADxASPSs+bn9Yo997GN3bd8HIM9JMp3RXaWVul48L824mnoQPcrqGQujugtFpkegk8v+lh1T0zBdAB5EFGoKNJJ9Z2NSdPOGuHNLgw7edBjA7RAF6OEsQXIdXjrLIGRaVcmWzHSRau+BuSfMHGHwfJUkA2aMQWOADcsiop1lYGjwHP0LyCMlX051WSnPSyYVnTG3pkNrtiKLh3WNUsahZARl183I/WCwz5gWUfjUtnF/aRylHkPqUBMpqOQq9ybP7NeomvLZmtW+K2V5mKYAZ3Xee+hK18/mnv4Z4AM7dRZ9/0iAOT1vO826SbYvgrFLV6P5M12CFGGgxbgZZPGKQSMdpWwoHTKeM7TCSsnYPLCc6dVMncD44ThVNCcYqGcwv88CTWf6DIgSEIoC02cwA3ryka3ZWMD6UEpA7PcHn8Camu9vDPv5zgKw3InLkZ5XCM4MI9FlXTom16vm/wXol0TFMALMmzRvlmW1QQNPADUu0c3BGxmDAPEyvtIMbNauflEAX6Px12KM5VYcQy9e9jBVeuD773yW+9Xli1W9fZWxFvxsCfSIns9o+2LfJdsjZ37kyV1AnuH8OTcqJoQBJ3arVhsDCr8x7rJYJhYpJKQZ7FfVABFQKgGJASL8bI2PnaIcNdwS3PgIPksjkgYdGmphKTEf7chXhSOYlIDgZGmPwUg3w6S/I+VZg58z0KM6aKWuVmHreH9rc/DyjlTJ8hKmslog/7sCbIrjjX/36d8VmQg2n7lTPnbOUtNWi+9PBMQfj7n8/dRBJut21V2rE+9paAcgz25ZDIaXiW6u9oAw24Zr8OsOqG764RchzPJvjPwWkw0aQLLHJOOc3nc51ojwx4mjgRWhueBUpfWiCUBWOQZvfGhtm7qreEphmZRnSakVgzVBqDNmYAhkmLXTwnDZVzglof6nTiuhinais5Yua8pESjFucx4/N5oY1GQbJvI4qS+4pmkc6bqWHXf4e1HrwFZ3ZrKvtIipBfrl93P/IPilrc3k2Yfp3Pe9730499xzAQDee3zgAx/AZz7zGQDAbbfddgpHdmArmwqUs7crvntRCaz8PZYcrMjkifuW42elPNzNr2YMVCdGJwefSYBZhw2lz6mBBDqwJyQdGG981OzhfTUoGaMMbLA/J3DZrrUC8lPy+0QRtEn7Y99PAegRPR+BoEn2QR5D0GGLWmcl67Kg4Eemq0pkcPv0NO5FFgNtIsAoEAj5PiWLXbN6qYDePzKwUW+rGzjsNNudbP/oNqzN5Nknvv+qq67Cs5/9bAAHvn+3rO5j8wYZHKe2GdCjmXtx2woDo7bPWuykwZ3R4lxVphHhpGCQ2pelkrUWwBDe70AADA0V1l2NneIhRfiGLDxZWGozPyDs9o420aBDhw001KJFw4BPiJrzI1GI91mE2ZkwPgLrc0o7cvKRwaMBHk/znL1TAdnk2mvQfSpprVlP8fQV4KWlIMq/5TuSfY/BpBLQoyLejoAboL4LqWQvMXz0eMoErIxX6wVhNJ8tthXifmMn2EsHdiptxyDP93zP9+Cxj30sXvGKV2Tvf+Mb38AP/dAP4c///M9P2uBOJ5taSJet1JdndRdr3ngTau+LrIF8FpViXWHlGCn5WuV8lPOL1EzS2jFT3UTcaGJi8KMFCOixCY8+BrOOBjgMsNRxMFt8lsu1OIu7QSKwrIL88N7ce8wdYds7OEohdgOD1liY0LJxwzLQ4wzvp2Tx8GdDJjgrdRBmUbgOQSCzNazF06BDS21YKNgAUOkgujah5/dCRO0a046o+LX702C8P5r4TF4mxoBh9rmJrjHLAvj9EOCLnUnlWldddVX2+0/+5E9mv68j0naiduD7p21amyf8fW02T2DoCfBc0wdQ28PkC5CslXrJ5AlAiykgicgsia3UO0AWABG4QkwAkMoo8mGULlsEmDrYkKEVYU8ix8UUZeIhLq5cEF/26MnD+QbOAJYotkMfPAM8284FsEezmYDONGitYcF9cEGzNVL+SxiIVYKEycPXrNJ6nphZJOwbCy6psiFTLeP1lQWBXM9Mjydj5TQwgclTm1dTj7G0/+y+Vu6tPn71vSg2GxZtFRbPYv9fzhceSSg2X6TshZ3unVJuv/12XHbZZSCifen7979NlWvVwZTyu63ZGdIBSRbRnIAcPws5Ww+jv+VWARkygFuB+HERz+c0CR4UVpNT0PF6GhyCD28DpDAAsCC0E0CP/miIjWkIiVILQy2z3NHlwAFsBHg62kBHHVpYdGg5Hq+APDH+lvJbk7qb8TbhPz/A+z781ADPgFywWh8jXXv2te3o+iRGvM/vSXY/9f1Y4COr4M6YuQUkQC8HesL+4zXXYM/i6o/y9+TfF+sFlc9RbQ6YBKpOEZtn3RTF/lm57K7tGOS58cYb8elPfxqf+MQn8K53vQtnn302AGA+n+Omm2466QM8rSw8sdOAzxKngLGTBlLwLo4vlgMpUd9yH/oYUd+lAA50ZxUGZ1JGkiKQ08BgvEAZT1K50Jo+tqXAcjFAZ7bg0XPnFswiuMALg/zrKKRNAWCYlm+iqnFi8ISgnTxm5NCTg4MDn3GDDg1ab9AYG4AhEzu0EJLezxDo/qIfJOflg5N0xBML6yfwBMZT1iZahPIqlX0ZaTJoeqpC/8sJWf5dXovRNiXzCX02YaWAPv8ujQMcN1o45tvUHXiZJaiLuaXP8hLrNI/G98CkNHK/2YHvX2ycdUMFaE9+fzHQ01T+XswZxeI8HVzAFx8+5QO43SigxULE42UbE0q2pCyBDxHo9qFlLnfZaoGira+UmVq0o2dfOiyKHoNBKDuGgzepZIsXHG3YmwVCSZcJkBDBc48tatETBTZ7Avl7IvTeY+4devIBEqLo+3kwDXrOjMAaE8ChAPJ4Qk8suuxCpjgF/km3TgMtcn2S5kQZ9LrMH9YaFsT7ZxpE0WWbiy5HFigSwMTjS/dU/LQ3gCFm304xc8pyFQ3wrGI7AimJDnz9Duz666/HP/3TP+G//Jf/gne+8534m7/5G1x22WV49rOfjSc/+cmxpfqBJRsvnOWny35f5nMpPPeAPCMl0JOA7SlL8VMJNJXxXIMcWKgAM9HX6MUzt/1e5VmdiiFLIIPBnVZFaNwEJYIJFRagxHCc1ChKPTOAJzH3G2rRUBMBns5wAsSaODMA4ISuNQ16clBFXfH6ivRBYvEkDZ4awJMGI/63ywAeDaqXMgpALVbOGw2wLYqRbfW+a0uA3iKgh/eVysLl+7ga619KufN7pMctVn+Olvn9yWTATlqXnYAdtFBfbGvVXvzZn/0ZbrnlFjzykY/EF7/4xZM8pNPPxmgxRs5xvf2OadYcQDpooeORFWh6pIErMU12dl3V8aTP1h2THpvoB+jSL3bELgtyG7RoqQ1UTa7VtbYN58Dq+DWqP9feCtATwBgF7EiJVu89B/vUY4Y5ZoZfPQYGfaK4ctLxSfujjMlTs9gSN4yRtXg20ZkttJDz0hmHvNV5fq3GAnSJOpquZa38S45t1YQ1lQGesvJ7NAJ4VnALi4KNnTIWTp6xLsNOXwe2uh34/tUtMl/0e2sF6SlAY92BxeyKWuZNXlJmGgGMyE7MEwaSGGA/E9g88bwU4KyyoVPnKIKbktmNpUgjRouNPtQY1uYZAm2/J/bv4qvZ53OJFgM1DPCI35+ZOWbog56Pj6Vc8rlBATzcqL2PoIoc3+pxUp4B5TbnXZrLTMn6TAFy+Yr3KmTrRYtH2qZr06Cc3Jfs3hTA4HSZmItbVEHCka2yQMYK+9kbW8fv82v/2L3vfW+84AUvwKc+9Sl89KMfxbd+67fiaU97Gi688EL87M/+LD772c+e6iHuQ6sxl5vq++KDSv+q/WwCPVNcVAMxdsJgTuydTsVriUlibZu9jAIh0vZd3EfNp2iGEJsARnlJUnxlsaM+hl1p7ZKveTRzz2U/xZJf57bgreF3OElQT44zDDUwy5L6rESLX1qDx48AHhYwngZ4YpOTIJyvY/NREntpTFwmNu3EfbfZvTco7x1ff74WdrT/ZcD5+LtaamWWY03fz7FNVRI0mHrGToXRCbzuDLaWJs8FF1yAm266Cc985jPxHd/xHXjPe96DBz/4wSd7bKeh5QBP/eHxmMbWpv+WqJzTjAqmutcXrQIgpI4nefBoDHfA0kGmBN0ewcmNNGCmAYlywcCOvEWHTTgzoDXcTl22rZefBQonBOAh7q7lE0isNXUcQpcU4+AwRF0JCxPasDMbqLXcPh0K9OmjcCeNrrEE+FIT3EirW4Sa41BrzONN514G53l722mR47J1evZ3Ba7F/UpGvHIf8vNQ1/ikYRsLWGk6K2H8rqP6Z0K51kUXXYR16PhXX301nv/85+/CiHI78P0rmBZgXtPqjJ7yMIvfkwx0JmxsGoD6CAYIm8cjEiTj8Q2YzcMdr1oGRAu2H1sLIM96pjbjAdwxqexM2KGeuNuWNz5qzcWEhMrgDqFoa/AdLAjyeAh7syeHAR5zXhKE+YT9z0AtGjCD0xJgCp/fU9J/8OSjnxYgJV5LJG0cYXGK7oRFE+9Oqd0jwb4NbCXhilJYkJQJF/6EmqNVBru8N7Ids1ZtmPE0q6CYx8I8MdaQQLxXhOW6T1N2Kpk7Z0JWVny/cw5HjhzBHXfcgWEY0LYt3vKWt+D1r3897nGPe0S9HrG98v371ZYyDRYkKWGKWEzYbdH/SFF8zroBpgBOLnfJx6TZOzl7pJacSz60YGAYea7bLEbN2OAa1NGvCO4rlrcBPPVRVwfesh4z9dFPjS+cLrIqwfoUJ3uzGbojMgvUoYElwy9jwA1CjKpOYA8rLPyZmWFmtjE3xzGnY+jpGOZ0HIM/ht5tBx2eeWiV3od7NgZ4JEFRgjuxwUnp58nD67kKlpmuKrFR6vSU3wsN2kiZ7lQSlu/tEM6ej0PUx9iZO3jVgaux6ZgjfYdSG/khHNRX9zFmmgLj8rLyuyrvTzGRdt847t95zHwmzBmr2I5BHlmAbG5u4rrrrsOrX/1qPOEJT8CLXvSikz6408pGpVqrBvjrPwiLaoK16eAx/psQQYcpwCF9fhqxLUEhGZdcBlHQN2RhDQfRlqQMTGdKpwUmeRuCDy3TTWijK21zRTBZzMOHhYNNLYiDNyJQAIf46BRKvihs44tAdaqUSTK5JpSixVIsM61to4N3ERnNtlvxO6MBHmNsvJdC1x/bqrTOVezEFq+7afsjp3xi9o53vGOtz93//vc/qeOo2YHv331bucXskmd2xKbJfI+Num5x2wr9Wy8cRvuuCPhPH7uJ+xERZp9tn0qF9VgBREZoKmAg5buTwD5BysF8BI18AC3iZ8nE7Z2nbJ8eOSBfsmNKpqN0NrQT2cyc7ZSSPvX7Jtc5Z8TKtRmJPiuAR37fSVeshSxM1BNJ+93WHfF+ifP7vsczn/lMvPe978X//J//E9/yLd+Cq666Cpdddlksi/3Qhz6EX/mVX8Hb3/727LN74ftPqY2SHvkzFTdb4jun/VStDEfAEy6pMXEBvnj/FBbm5fs1gEeY7KW+VmTDqK66FAEefmmNoOwaqMW7UT8F4ClLdy26FHdbAJ4X6FzK5dQxSxvfA61bya3OezjTYaABItfgicWVhVMEIPn1kJrtTY9tcwy9mWUAj/Oz2E1L2qVHdkrmHw0Qr/UY4OGOiNPsd0tJEmN8f2WeqACHKqmvAR4Blcp7leZRTpKAhvB7F4Ae/s5lOqoTgGYC+nLwbyShUGH51srEV2Xjr5sQOJm2Litnv/j+3bYdgzxUeLmXvvSlePCDHzwSi7tzW40+qW3RQ5EvomuTWflQ1cGelNUDFMIfnVADI92iFoCgzA6a/tt4ggljCt1KQIihPciigWOxYmwySBLAjqRjwOMWcEjE2AYitKGNOjwDPaS6qwjQo+nqcvz4Oyh21DLEV0i30SXF4imD9yi4bJLYZkeb2KANNNRERk1ZQyzG2fCw74lJhI+bLy5yEK3JFiAxQ29kn+HaT2RxDVI2d8rqTnvZ7zIMGzJjNWR/9+1MaKX42Mc+9lQPYdIOfP9iiwC/KanWO9xPNVOXB2tpIT4GlaeCLmOaAH6Ag0lKbB4bGDXZ9hKghowoQpBrim1kzMICiePQ/o8sGsPCnNZ0MNIpRWmx6blJ22AGDMSaO9YzDBEausODIHnQKaPg3y0oui4p/+JSrVQqXPpWbpmegBbdMr0xXZqnTKVjSZFVz++LHK+LpVrjRWgu5Czjk5K7tGGaa6YSP3FOkK9oJcbQ408Z6/Vb7e6lBhvRmqW3+yTSv+CCC+C9x1Oe8hS8+c1vxsMf/vDRNg972MPwtre9bV/PEbtuBUMG2Dm4k/1tir0WFuApltGL6MWgdnnsKYCnZNdEIF4lSwluAuwBUhw2Zg5OnbN+n/UjLR/Px4/D+4FB9MjGGHcWZBuvbyLAY1oYzDj5aYSROaDDBhyGTJ+SjHAVBwxmQI8Z5uY4Btpm9g7NMPhjGPwczs8Ce2dQvk7WOOLc5BokgKexG0n3LF7/Zuz71L02hpO3Mh8LgJfa3JffrbHeUrrP43tijIX3A5LbCmutAPTwdQdyt6bXgxMJBhUjpDItPwJ4aqa7OtbeHx0rPjvA6Z9iPTNtxyDPF77wBdz73vfO3vuhH/ohPOhBD8LNN9980gZ2Olqi0oXfCwrllJUOtO5A6p9blHUb07GbLEAkskG9Pnfitbp+GZemhuoxmokJVwM9ANBRB4JHY1nTphEBZtSDU7GkyUOANTBRNLls+B1a9VJwtnoyocTckWp80fUZaHwlR0wj8rGGtzWbkbLPBQEm5D5clhXOro1psqzsqkwsOS/ehx3dR0djp8w2Bmdi9oBWRevzxeWi4IFIt4VHNhmGjRK/cxfsTGDy7Gc78P3TlgM8a+5jQTatFkSVQa5QzCN1Hnk5rjybAvTEbldIZVu1zlI2AhAWARoP55wDGJnoewHwGFi01IGMR4MO3nRwlJfrhrA4jTn822FAb/ogyMkAvYWJCQANPor4vZTpivnQRUuMAR4u1RpMYj9Kpyy5JjI+7f8YaOkyfaHsvsDlAE/MngOg4BPJg9UpLMr4IIJuYemTHRu5pltZtpHGUPOEDlT4/RJQNDLGNTxpBuoEX79XQM/pzuT59V//dVx55ZXY2tqa3OZud7sbvvCFL+zhqPaXTTc0WZ15UH6mLK3UZT8mlLWMYyYft01jG4Pc8r5O1Gq9F82u0Z9r1LMdS4dKsCcDpqbZFBmoUwC7kWFOAGyXAT1EFmUZUW3fIioPpPnIU48hlH4hlIQ506NBhx4z2BJcATc6kQ6Hjnr0/hiDOzSLDB7nZyy2HPU7KwC0yUu0rIA7AeBpdHls6btD6R4nthd7lBLc0ddDAzxRhyfG76rRjewnAjnc1l5+z5KlE8eeSv7rJNDouxHGp4kII43QSaZSMpnzTzXz80B4ebHtGOS53/3uV33/4osvxsUXX3zCAzoTLD48I3BnTKeL/5b3Y818/UGuW0HJWzi2Jgs6dWZ32UQRwY4i42uDKGeZmcgp8EYF7S062sRgNhnp9qL2r0CI7OxCiZUnuBCFNsZELR59jBYWnhrYsNhqC30bXhgAlkxg9VAEemT6LE0U/QHABnCqNVvY8MziiV1c9KIpOHELCzJtdn/LkqoSOMvPPbF5JMhvigmKj2Hj9rJPvZdFVpsoNLDFw56mCI/2oyapBL3wd383g/4zQZNnP9uB76/bGOCx+fs72ZcKwMZBFRD5KzQR5BbGpVB6rDnQI9sY08QFRFqUNDAknaQC0EMm8wsSMC8qtWXAhXVrBBh3QTQ4CdqnccoclUrMuGSrxwBLBsab6N/TusSgoTbsg/1xQ4kmT+LbA+PTQbpqcZGADx1dSDFkLAEDxnNdE8SWG2rRoEuUeN3i3PBSLSvDoLRI443GGX4xDfDIHBDB/ezajO/3aB6Pc2oNRCw1KSrg/FIrF4H1ReFu2ukesD/taU871UPY5zaRXKq+X/v+lduVidXgv4wNzGNS27mFn5+yGlsuMftygEcnS7X2lyEpQa2APZVYeRWrgQQNbLxswjChmNgdquuD2qJfAzzkPZwZ0JgWA81UN8I8kSB+0/tQ4kVDAHT6UXlWYvBIt8HkS3lMAvBsKGHlBPDoZjO5b5bERV76Wk8+S5vxXJx+ksGjjjUGAdO6QLqpCdCugZ5FJrG5/l3uR3pzdX+8KmBagqRj0HRvbN3k7p0lIbyW8PKBFZbR8xU6WmTJ0t+LjGzhVGQxLXoy2oloBF87oHwfBKhFup4MJECUycQbCxbixCTQkzNO8kA1tshVOjHVSxQzqw06YqDEooudogZ/PAa0epxiA3k0QZMHoY26JwGASF35BhtIGjwNuHWjLAqI43wGdQTk8RRYPhSPLU6TJx8GZYxhLZ7WbKKjTXTosIE2yxjrexFFq4N+Q7ngWsRe4u+BFkwNnWkMn5G2UaBfcV/pntWZWPXP598tXfqXrAb2lAweCyzRfToZdlCbe2Cn3gqAZ2HApFKnhY2ya4rSrYHYGg1bzw0jQD74JArioFzmyV32pGzXFg9EmssSmJ2GNS5HSkkBl807DWxgdXawmMXFVVaypfxbaiXuY8kWQ+oWZemggUULwFJi4ojug2hJieYaIQl8OjPAw8EGkEvD9VEbQ51XEt2f1uPR1yzTQiKVLAEXFzFIlvy5nqsdjfXVdPMEuTYE6ZQ4ZvbqtrscO/CViVeoCibWM7SLkhFxfKeIzXPg+++8lr6Ti+OSxVbX5RHbOQNajy0HceVnDeCR7WL8ZGR0Fk6Sg6qEJ26rxNTLpF1KuvrIEpLj5cdoA4vHw1jLoAp8BHsmy/SL43nPXQ0bM8CYGQP6FTYLb6+6mAVQW0AeBo0E1BnyeW0UNytmCmwG8LR2M5ZncbIi96G6cuH/z97bxtqSVOfBT1X3Pvvc+bQZ4hljQbDsyPgrxhnMMHJ+EBhlrNhGmHGMLAsjhHBsMThhLAujCIgVycSWAmOLwSQWEP+ABI2EJTvEWM4YiBVDcGZiJVbsCSHCINAMzCszmLn37tNdVe+P9VGrqqv33mffc869d+5eV/uec3p3V1dXd69a9axnraVOh40s+3mAZ46xRb3keyH3j8PZpA0aE0yAnqlDZ30uuImNILKGxTP/XM9tjwUTaVNu19MSidDY5bhrQfYgzxnIlCmRgZ76pVTqe4P2KT/tYns3WnWnPz2AxLkaQqVIZgGIme3KOJlRQAKGiC+yM6XAqd31SkJMWIcEx0k07Ysq5HetcCBwlrMKfXr8HIOnvmZruEsomJxj7nhZSAGk2LPytUntjmE0VGO8zoO+i5STwxSImpsILNtL+3m60Vl72ctll5MI05q0WYGwEw8qPBKGrdsjw7XOn9apl1j3Y0ZP+XfVF20zH1cbruvEo+OS6iXDcpoDgI111+lKXDzYka1KOZoS8TtEhl3EUeJ1PrBjIVB30mpU+ZxWt5WGf3kNXkPQPHwzv9qkIEFzzmzr0k3zK/W121r3K9BjJDMKspG/ky1hn8/iOs+ezbOXp7MQD9DKlCXfZpfsIruwMLdq17X7WeeHqVnRAIW9qo6tc7UwE2TWaZfWrS0y2NNx5a7oPFzqShCmciwX52CgSfZzziO6gZudgjt0TFkNcArilA7lfN52KXAoiLMZ4Knt1U2ybr8JwFN82hWIJYenMGh1nGZZlMIemvaL5uXWMWb/TeB8412a+z5dYTo+wSHu8L7ulMPtKpQ9yHOJUkwGlpKJ8qW3Ur/ElnqvyWoxzX+Tz7lOGWzbb2swkoK2Rn+L8pcVeLndOSq1S23No+QA0+rRYZEOsMCSq1T1GCDKvm24alUszskjln8EUbWdo7YX7KkWj0UPynzQOafrMCm3nlJO2mz7l88ZSwo+POfjOcQiLTUXj1T7mowxL6QkF49PQEKpLOvxJGp+YA9N0EmCJilOGmfyRpRjFIrJcp20QgTKY+xkK/cke9bt8y3t5evKbJ6zpHBGuJ1KKe7duXs5GTEsng1GE6p3bRJKUxmM8k4H1hdI7HlWVkgFZqzxRtrqVuKJs+GkASXYox5n+Gohj6yfOLRA2mwBB151M4VsSThYkTuI9ZsXerthwowI6BDhUsDCdbCrnM5ZXo2wSsWpIJdGSZpTokoulPDT6nY6VkK3IkrHA89ckHw82amR+yj7OVfO3T5Je6JPTXJPBr1sGzDnzmPMrNk63IGfjVwFbL0HurBNjA7PHtldjHc+xlXhLmfE5qFwrWvDaN9LW5q2ctP+uPwL020l6+fMvLRAzxxrWxf+8sqJjTkD9NAuFJqbXFgfJjazRiiiCgSYb9p+0wiE7W3EVsUvdr4KwONziFa2nacAT2vcJJpAmZEb9elUWiGEcxEOun+VzFlCs+cd+TlcrHUd9dmLwOYGiyfvV/Vt63fq8slZMnm++MUv4k1vehN+//d/H+fPn8e3f/u34/3vfz9e8IIXHL+xM5I9yHPCYhe9rYU0DNCQXzybXJEfWqVW27bLpF1ynvmHtUTIcxe8GtExtYz+xsTB/s+YRmg4mZks6mTALTaPc+xZTZSAuWPApGDzIPfVpzJ5Jl8Rs47K7Z6QMVDuh1RsFwDIgypyRS3BnkO2YrLHtEE5ycezSEss0gGFDjjqY2gYsA5SUYZiuoMb8uRnxtOjp/s+4xGWsdXf9d7l56CpdBvbtqEalxPw9NlseZyK5KLcBk1QdBWXUqVlW9lT9vdyWcQo6u0Anm2arOYO8eb6XsNHAfDCmaCT+t0mej69i9HFSU+IhVLqEPUGpzkWn1cwuegrLxDmRPQXIHqdciREN0yAfa85eTplzNC1Uo6HPnmqsugyW8eDmZzVpCl6XRg8KSWMDBiNBsAniKgDhW5Bc7DZMZCk+51bwKUyFKuYXx1dX+ktlntmx7TBZirmB24PJeCm12acIjWgV84HlDxVRsZp8tFWRa+WA2o92zQb/XkxQaDO2Xl6d9X9e7kKhL1GEuJ4XJlblJbgxCVUkZtr3zBomufewhbTc1S5YuakBlyQ/aGQ9AzeAD+5KIjpS8JWYE8NMs2zbypgxoDAZVhzCUDMXdtkbCxooXqty6G1MwBPwapHDhdTRlGTwVQ6PNt92U3q52gzmDIP9EylzSDL2xosssk+NRB15QA9ZyF//dd/jR/8wR/EP/gH/wC///u/j7/1t/4WPvOZz+Abv/EbL3fX1soe5DlFmXjKAOMtm0O4eTEtQEpd1tZ43Urjaof+ifcyAcAwNfqVXWRzEwQFoQTt9i6Xda1z6fBV6e8eAJxHnzocpAOqUuWXWylHyr/jMCIVDy55YHm6cICUxLb2fsHQSVyCN5V9s6Kl0M196v2BJt7sOddPD1dMvQpQuU69t9mrMvB1sMcgUT0uuddWam+LMyEOeWEwDa/bJi62lRCuPq5kAtAzlpiVlPvUiOe9JG/wpUlKV38Czr1creIrgKdtNE30vjH2xfC3wKkFzcUIzezQDPDXC6AM1AZI5aqyt5RkWJmGZn8x3gv9Y1tIucKW9M3mlaFrblTp4vwDkrjYJVMlKuUcOALwdKnnvua2KMyKw7F4suzg0DuvYL6V6BIn1096POWZMM4E5JAwD4/RDRMnhTBpOizQpwV69Bw+UQI8Hp4AFWd0K4KGLlh9WjC1hL1Zebady+B+O8nslC07kZRoQWfOV1d94YEvqlHWZ5naGTmEoLBFHJoOhtOUXfX+frq4yqTSl+sWpHpIg1FcM0nKBmqQvi6N3ejWDCOF9o9FH6QNqaJHO2Ltw7guNNOCEDXzRMJ0bZ6fxHZ6h16BnsJha+Yf0pVU1TAlypcjujpyJah8bsrhE+OKrznkaycFRHrV9fDOw3EBERvqZMetBKwYbDIscfss0PzjNUxLqmiJHm45bgUkp9xDATGOCGmkamDxCDEelXZ6AcAALYCF5nCYeY3um+a7M46BbSQ/n3Nl7FtrhbLceymtSmDTNuee8ysR3Dk+1yofdxz51V/9VTz72c/G+9//ft32rd/6rTuc+Wxld9hxL7NSG2M2ZGseoZZHbrtHL4fxVEyKhmQa9+a+to7NfayR+ao/BuDZ1C4tiXJeg8LYXwNUCCjTMurEq9s5+mQvr4N3AgaVbU3KEzb6bTPvd45DDZKHJPScu9KSgVPS7C2IUhsf9dja8fEz3vKS5j//DLUWkMW1zj4rLQpobnMepNvW03DpEnf87A39vZyWrAWvt3hPW79PFufCVlnTXuIKVeuMSwX1q4TDWdbnMqA5qWsa1dqC5rIpmZ+t/erkxtFN+y9nEYBHdL+E54rmFY+x8dFW7dC5pG+Ta5P+wm+c2zaNgZRPn2y2c8KWzAINLWgkiZY9qP+Uq64IAxTHjFvPwmpLV/2ce9Z96W05Jdnr/mtJTmaRaRfQbVln15TsB8DqxAyCt4qj2LQEYpsrS2buk2wokbzzpm0D8JS2JVWkkrLjkUEMAWyoatUwYWeKKEsT03Lv5dgI0DQAaQRVvxqBlOBcD+cP4P05+O569N316Lsb0XfX6WfRX4e+O9RP5w/QSflz38OC4nTB0teSxVNEUhTOgXKc1gE8MY55vwLgyR+7Dsr3Yd6Ol9/jhjnYin2e2gzLecn3pkOtqzeFae3CRmqtW85KpKruLh8A+NrXvlZ8VqtV8zy/+7u/ixe84AX4x//4H+Obvumb8P3f//34rd/6rTO80t1kD/KcmkxRces9a75IMy9Jbbhtg7jqsVbxsKE/6amwRExuAPvSFjG4toyhaSuDNR0kp0JtLIuxTWqZqmwt3CFV2vLtPDNiVpfjwVOKzaXjgM47LGY+zuUqKwC0/Lo1+DNo43S8cklcun89luhTjwP0mu9H26zGQ/JL1HmK8pgGgCeRksbf9tw0ASjTx03gznGeH+0f4uS5tOydycTaYveckUhs7nE/e9nLLtJOzpm9kls//zMGki2z2xU5BgytfU0AQzb0g/6c9na6UCHjdtAFRu4PnVP3NbpR6PFd4UXtyv0MqO+T1xxj0z5lxmKnnEk6BpiGR/XOo3Mtve8V8LFSMkvpHLlvnZ5HxkOuUUK16jAyK875Ygw6DhWQcZD6XmjYAZNFnRn76fwxncs3sThLcMfr81UC//bZbSf6nEpeSCj13/m1z+ZJy866f6//r0o5qQVl6by0UgHraxbFpdhcLjUIUJ6n5dxrfQR0aAE8AkQIoCMVsaL5XQCIXIY8MpgxTEGmGaCn/r3pIKzacXCQkubOLdH5c/DuAJ1nMMcfou/Ooe/OofNLLPw5LDz9LmFWthT5JpnrmwXUIiJCGhTgEVDHAjxSqj0DPCPZ6cIeMmBafY/zGNifpvrh5J4fJ0zQAk3T626NRwn2rHcetdraxqmxS8L+k5R0CR8AePazn42bb75ZP29/+9ub5/l//+//4Td/8zfxd/7O38Ef/MEf4Od+7ufw8z//8/jt3/7t07y8S5Z9uNYpSh0Wk1Kothnq25aTlq1k4lIuqQ5tb3qMVbwSUzupVDDzMteTE5Vnn4IS1AYxXaS9WiISFs4jJkqU2Sei5JPx3CNiUNBineKISOjAFa0SsXSs57Z2HJIxl1tcH6ZVA0qkhL1boPdLdG5B+YR4geWd01CAPA60WJBQu5p1lMd0ZJp+3i6TQamAM0g0B/TYSgX5QM/3So6ZGvitfjUlRdihKRYLtk+XIeGySMSuWfaPL1djAra9nIKwsrGhWjUYQjKfUH7dYth6Tn0CklsAHoiph3cRwXnQi7mOoROL36fLmZyTrfXOFuC1E2ZGqf9t7rCWp9JuI+1IYa+1xzXv06HfwjxxrO97BnN6Q9dMCTRWMamerucVzRPEP0eMqs9KgF+S3tchs3x9rH87LEDhcbYNk0NJQaMyH05r8TdneOscmQQUmvGipkiD4JwBlSQx6UKLJQDgyo+tZ9SA/BsXWrYCjMdZhuuS3j+bCit73X92sl4/Uqg7NITnJBxL9cK3ZqptWPAaRoeWwuZ3obCLTHiWhvJUhkjNzq6rUWVwJ4dKCfCQjwtsLdP7HyN1xyXP+d0GJNdR6BZQ9Gsda7O+5rwP6RyaDyk0y7kFOn8AqXpFv3cKhNfnsuXiW+emdUx+LuYdlRR6bK/JhtXFNGj42TzAQ/ovJ43nAUyBVyC9PnvQgjnQsZR7bQupbGcXTxla6/TwHBDTqri2CbTZRixrbHrOBHkOzkIsK+e4xwHAF77wBdx00026fblctvePES94wQvwK7/yKwCA7//+78ef//mf4z3veQ9e/epXH78DZyRXDJNnGAa86U1vwvd+7/fi+uuvx7Oe9Sz89E//NL70pS9tPPaBBx7Ac5/7XBweHuKOO+7Apz/96eL7ixcv4vWvfz1uueUW3HDDDbjnnnvw+OOPn9alTETzKig1ejM6ukk0B07tMTYetDllkhCKpL11u7qfAR1ye+2X21LZqfJIN+t59U6ClzossESPJSdfbpcFd86Za0LxU78Xur5H4dXtXN5Wj/iUsl+ycrKRz15qLLBISwKmME3ymRwlOAUo3EAWMhJiVY9tHuMpa6olNlRLvMLK4pmhgepEaNk3lWekNUkK30q8spPv11D+z5rBI3JW3lxJwLZYLPD7v//7+N//+3/jX//rf33FJ2C7UuXq1/3thUHLk9aSVtWhmlVRfAqmEH9mDKqaJj7nObQ5G0Ia2eM5Fnpez12EneacLB3r8E6SE8/MccKCkbmitZhwzNzpUq+fVr43nUtMmJbV++z+mL1m275P0/b1PGAmT+qLfdg3rPvI9Xv58D+r4yV0SkB3uXYNoZjR5bVYL/x6KdllrWfL2hPrzlhLzeYskqZWbJ7TZPacFYtzr/svkyRaOJKTcTPoMC/bAY+FfbTWVrffsW6t2B7bgiSZaTLm3DcpEhDD7J2oIVaZvZMBngESJpU/ebsCGHx8iEfKZinOWYWIAdkmz3ZrZrBMrp8GkAF4r/lysq7oUObM2S4yoQA81o6nTaAcFBBT5k4aEOIKYzxCjPS7BXhKm9yeK+pzqM9ixeghcKjByEJm9RxfaqBpXibjadZl1jmR9zmerT7/LLdZ/2chu+p+0f833XRT8ZkDeb75m78Z3/Vd31Vs+87v/E58/vOfP+1LvCS5YkCe8+fP45FHHsFb3vIWPPLII/jwhz+MRx99FC972cvWHvehD30I9913H972trfhkUcewfd93/fh7rvvxpe//GXd541vfCN+7/d+Dw8++CA+8YlP4Etf+hJe8YpXnOr1tJTXVIFVf6vR3k0W4rPn0Rd36j2uPYX2n61i1ZJUeAOsspt6M9TT7Dr0aUHG8gydnVqQHjv0qWejuC88i7PXW9mJ4rgVBg95c4HO0ce77O21x9Zl02vAhsYgKhLufU9JorFAD49OrhlOVX5ur9NFil3Q5HOXIRC6yEFekNXe3LpPcZMXtzl2M2h/zcgy3pUmAFSxjIpjZu75WVL3T1tsArYXvvCF+NZv/Vb8w3/4D/Ft3/Ztl7trV6U8LXR/5eVtG65mAZyykbi2WWa6lDkRutJw3vBuZYp/2Kj7NVdBHHTOoH7InNQDfO4pkzOHV0mIlUNOTlwnKPYCDlvdaFlDCpHkf+0xok/nobq/91nve5OQWXObNVqXPlM/cqiajL06L9aYTc60M7uf65FzTeRx14T8cZhtv5y/50N1LfOWxmGhnnTvFxCGWGuhVcvc4qII8yqAxxos8tOJ+yqVve6/UmQaGmOdj+tsovKYddIVttC2/QJgwKjqvVxnc1tAJwUFJBSgiGPxe0r575wDZxpWZIGIaAAgbS9KqNKgeXqU3cIfC0RNwR3zd4r8rredg/mINgBWgiNVKBSYpST3mvXSxGFqdGl9HTGOGONRmWCZAS87nmtBC0UIGLRRZ0gD6Glcp9zfTZJTJmQdXOtiSxjYvN48vrRsBfuuHWf9cbXLD/7gD+LRRx8ttv2f//N/8Lf/9t++TD3aTq4YkOfmm2/GH/7hH+InfuIn8B3f8R140YtehHe96114+OGH1yJl73jHO/C6170Or3nNa/Bd3/VdeM973oPrrrsO73vf+wAATz75JN773vfiHe94B17ykpfg9ttvx/vf/378yZ/8CT71qU+d+nW1WBObAJxt0e3jvsQ2QaNu24SKV98zPj/ti6n+MR/6lcz+khCTKfCVFzG6ab/mPLL6vVRjNL+3Ei7vIrrQMte1qT82z8NMjzGfvG8qLfZVStnQn+2HeZ42PneNCSNP2NP8DXbfy8XgEYk7fhKAcRyf9gnYrlR5eul+Q+9ves52FwEbyvdN2I+bASPrhZWfc7rDVk9shQ+t1SPCZJorM9uYJ9a1JzC5/G7bsNtlZiJgP4M7bgZgqH2c62TuWixLNSdn7pr723FshWoVIRlNGnxmbW63SJC4ixkm5kw/17a1Rk4iDGBX2VX3A3vd/3SVgomyhoEw5+Saynb6Txke+s7YSoS1vRcmv9vy3RlwKcEdzb+jTJ1RHQfyjxqTayuBnszqySAHtZ9ZPZZNJCzDAnzZikUoemsK3ghrKcb8kfPW4FbBsMGUhleCKHFyHSEZcCdmwKcGzCxYQzdM5ioBrroMWBfssvLYFhBSg2MtHd7UoanWWCKtpPdTZ9Nx2JmbwNErUXbV/ce9mje+8Y341Kc+hV/5lV/B//2//xcf/OAH8W//7b/F61//+hO6ktORKwbkacmTTz4J5xy+4Ru+ofn90dERHn74Ydx11126zXuPu+66C5/85CcBAA8//DCGYSj2ed7znofnPOc5uk9LVqvVZOLfVlov1ZxnT19qs4hWnotrgyXbnrOmVso29QKm/GmBPfUCwDlPXtwqn0B9PVKppC59CwCRlbPnRMg9OizSkpIvcz4fDTEwQE+LaTM9t1NQxzmHzmejfxugR66I1HY+d8ce0N4t0aNHh67YV37K760xsKFWOcxuAecWqBlY9YRlxd4vS+vfRgHnRdp6w17CQIgtsInCf+XIrhn2E4CPf/zjRfK1p2MCtqtJrlbdD5RA/nY6vG1y+Iaxltk8hjnRAAxqyQBBzufS/L7ynFpACADnc1kig0slO0eAcEo4X153oc9VR3rVR9PKWdSiSx4ueXSpo1wSutgyAI9Dofvz77Y95P25TfuZDeuSMRfQPpXMSwBcvCBfdx3WZvP7WFaNjj8vfiRZqmyTnzYsV8A5y9CyfZ0KPzfC5KlZPI2knPocbZhXapBu+wS1JyuXovs/+tGP7nX/VSN1yFYN0qwDHs5qkbpdWJGIZXa0Evja0CxpO7N3BrTCeQpHbAH05ONKsIeAHvqsOIRpwBhXGXiJmVk0AS8mgA/3qfjkMDE5B4VN0WeIF8y5GXgqABiq3DU3rnlcZNw4ubR8OEwrX+dRBZgNKJ8nBkx4jiXWaQPsmdz3MBmbE5GZ+NJ26NXUgVw2Nf/ONB0MBVhas3jM+rJyBmzjHLhUudTqWtvKD/zAD+B3fud38O///b/H93zP9+Bf/st/ifvvvx8/9VM/dToXdkJyxSZevnjxIt70pjfhJ3/yJ4ukSFaeeOIJhBBw6623FttvvfVW/OVf/iUA4LHHHsPBwcFksXDrrbfisccemz3/29/+dvzyL//ypV1EQzw8kqO0wc5NEyWLAShGWV4wZEN4nrbukZLHrBJU4zEgKOsl58HJNMcpKET7ioHqUSeOpGvLZWjr81oQRH56OMqH4HLIVtBM+NvHrnpkfevARj6PgndASLIfJ2WeUZb1qNX5Jvq00Hw8ZVWtaUJPzbWACJ98Hm8Jb2IQJSIv4OxYl78HRCeBYdw3EJ1Xki7XMdTtUVovys5J4KR8I/ervhclm6dMMmqvZ+MpT1R2SK+j8uIXvxgf/vCHi21PtwRsV4tcrbq/xXLT7QnAJLltJF20BsBW9o6+cx2ci/BugeRidgjAoU6OLkLJ3Skhsud+RPNdDRRb49T7Xl8q5xgQcT3rXF8cJ9fuGyByRF7EKAsneWW/JNGXKSA6A1o08uRY9o0zAL4CPACic3DiUAAPcaJjE8MxtQSjXwVEsfOvd12hYCQMreibuXYxIouk0wzs6NwueegE4OFxd77ltDFll7GZwQlIhRtfnI8q1tA8bSuk1coz39cIyvsUC0BxAvDwHJZ1P++/Ux6K48ml6P4f+qEfwgc/+MFi2173Xzkyn3yZn0uwbZvkWYwN22MKYs+XTt/QnzRNZrseFJ2mUcjvTtcGeFDq4vmFddRz6hjNOeUKsIf2S8kjuYHs+uRpTrFs0YYtb/uVDCit51aGS6Df04jAawbU89mMc3pynWmEFH1JSCjDlCUB9wigR8SIFPOapdVvGPBsM5vLzHNih6cIoCtBDJ1/c3JtLapink87B24jLebSdNyOD6iXDN38zogeb+27FkS188UZGv+76v5djvmRH/kR/MiP/MgOR14+uWwu+g984AO44YYb9PPHf/zH+t0wDPiJn/gJpJTwm7/5m5elf29+85vx5JNP6ucLX/jCFkdl+vwuYo2lFsAjYuP3N8mExmiAHDEW62odrWMn3kBXljaslVbNXJJMAlYpyvJE8iFQss7sIZZjdpXWw522UD6STFOMaO8WJh9Ppx7kiISYElLKaZDpvPmfHRe5j52UhuRKA9ajS33M98B6cANXHwsYEDBmb27D2C/v3bSk5HRS6yC5PmzZyiIBc7H/NqrjbNXLpXhz+75/2idgu1Lk6an7SabG4XqP2nGlzqMypWO3y+ACQMEAKZJrVtVYlO1J4QJ6blBuMvoctJkfyGFYddiu1WXFvm79PnVYVSu8ao6pabfbJPRzbbVyFmk+ItbpAu7oPCHJ9s1+LSNenCPeH6iO1fGzizhzfpmzZY7WOXvtogTQBawzSZ4Nc2cOkJyXWPwsQwbz53KxPnfW/Wmv+59O0tZ9LYBnfv/W9zUzZ5PtrYwPu+2Y78ZxAB46gbA6Wx9uE8nofsknQyyWSb4emwPI5gUyIWNrAbOU8n5pQIwrxHgeMV5AiE8hxAsYw1OTT4gXEOMFpLRCikdI7Mwsdc8UZKO+5P4Ls6fVb8uESsoOqu9pV3zyXCsRDTZIGDPg2hxYchbSeLbRnmPs/jU7q/5e26mfxcskZ8XkuVrlsjF5Xvayl+GOO+7Qv7/lW74FQDby/+qv/gp/9Ed/NOvJBYBnPvOZ6LpuUi3l8ccfx2233QYAuO2223B0dISvfvWrhUfX7tOS5XI5O9HvKi2EtJSccJkAlcVORhN5PsrzRER0EEN/ANwCSFQ+0e7TmgizeAYnxNgXanqZh6LlJU2OaaYAXEoafiVsHqlG4hzFwsdkPcykkuZCtrZVL9sARsLKKdlLHVVWQU+eZdOPhCRwSxNs0TbEe418bzt/YLwJdT/yYiy4AR174IOOSQbn6O9YHE0b14+MeqrrZ4yZPIhAclRSeFtgvi4RKZPiWQD7u1ZMOS6OeLUmYLtS5NrQ/VN2AxKQ0GG9xprRIaKnE5T9EtWAJ+o46f3tRN5Rqz+KSn3M4oPL7BsCOzrAQ8GfCbjv6jDd7KWOiIguariTsH5cypX58r6B56y8fZqPZ3NetNqQk/3rkbJzQ3QRKdL5y/TMHYRJG11ZASv3SRi301wbND7ZeeM9hSdLkuti3MHGthOmple3cLEIXfcsMUvMhg1qqBvfz62qvcywzexiy9o2liF0VpLS7kye48he91+5UjIkNi2uLVAqP1tAabeBeVG1K0wWV7e5K9NiPjRGz6fSZsfQ/qw/5H3nPiZ4OG7fOdKXJUjdZiyVAEFVDRcELCdXr0PkGPk7zDC0+FzFG+2lcTpmZl2UGTMzYF0xjuzAkP1ce/yybpOw1npMS2f4pE8N5tfJS6zO3b72Sd90rUA/spqv+1sCpS05i9Cs9nndMSyf8rhrQS4bk+fGG2/Et3/7t+vn3LlzauR/5jOfwX/+z/8Zt9xyy9o2Dg4OcPvtt+Ohhx7SbTFGPPTQQ7jzzjsBALfffjsWi0Wxz6OPPorPf/7zus+VJDafg0iruoh4YLcxptovd861oJ8GGm8pfdZYFIPRuXa1kYLF42RBkUO29HrlypwkrSy9m60wr9y3NhpLoND8UmoO7BGgJppS6HItcj3FdaU8snPU+SKvhvWmKpCXS0mukxxGFwqPPF1vBn7WtSD7rntmbAiBXMHVIkQSPv7nuFPT1ZqA7UqRa0X3uxmj8aTald9bns11YqssAuLdK0MGgOnCqGZ/KBixZdiDBXqKEKZC51POMf27kYCf+jJvoLXdE644rrVoy/yczdfTYhyt24/ObXX/NA/bOoZBqxrNduV4SyZpPddsys9mTmb+mK/iebnmi130/rWi+4dhwJve9CZ87/d+L66//no861nPwk//9E/jS1/60sZjH3jgATz3uc/F4eEh7rjjDnz6058uvr948SJe//rX45ZbbsENN9yAe+65ZwK8X6pcamXO9gJ/yk6wbI78/VyV2Wn7u/S7ZFFucrKuk2PMNSmZEKA8DnZslMlZM3mqhM9TBo+wXHoKAXPL4uP9OXi/hPfXwfvr4Py5xueAPpyzMn/YGcDVHWvmYH2fiw8a4VnyWSN2Ds/nqvJUKoPqcovVbCQtUK75mTz3taZsgWYtRtnZgvt72SxXwpMJgCaiH//xH8d//+//HR/4wAcQQsBjjz2Gxx57DEdHR7rfS1/6UrzrXe/Sv++77z781m/9Fn77t38bf/EXf4Gf+7mfw1NPPYXXvOY1AKhyy2tf+1rcd999+NjHPoaHH34Yr3nNa3DnnXfiRS960aldT2vhvq3iFiCl47Litq0aULGTQtF+i5pa5N2JHPaTPylFBCk1iJLGb0GJzh+g90ti8yjTpVMPrUgZrkXTRkrcC2M0EhfIKHGU3lwb5iWHtQCfMhiMwZ4N1LyUuG9V2FU0JXQ9h5H1nI8nj6csjwKSKxcv84m2mRXkenQyhtU9ztR9ul9a7tHcq9Y9ousxk7WORqi+my4QPD9v+tOwyE6uasrpqptLCdc6jlytCdiuVHk66v6pHD+UpQUca06vBlCASt+3ZBqaNVcphYw3ob3TFbBu8AvSXa6HzRUXERWg8YkSFCuzxVl9Pu2jR879VdPJra6XUCv63YRZafiNzBNTv6JljxLR3mv7ORQq/6XndCVb1e4r10Xtdnrdch1WJA9b55eqa/Ve6L3L96Fk1uaxs2NYM2np2uW4lPexwA5az451FuzmqZ3koTpDOSu6/tWo+8+fP49HHnkEb3nLW/DII4/gwx/+MB599FG87GUvW3vchz70Idx3331429vehkceeQTf933fh7vvvhtf/vKXdZ83vvGN+L3f+z08+OCD+MQnPoEvfelLeMUrXnHal9SUdXbKLMDTXOjXzrPaMTbzfmxp37ccbdsx36p8bio1wCMhRij3b4JUM4yYJhggoE5AMmXV5VOC2AsGc5bo/Dn03fXou+vR+evRdzei767Dor+h+PTddei769D56/WYTkEhCxbVYcoNXWZ0ebkOKsOLikpkO8l2eq5+No7DdCTmUlVFYE3bsq0Fesn9Kz/lMzm1BdazgS63JJyN3X+1yhWTePmLX/wifvd3fxcA8PznP7/47mMf+xhe/OIXAwA++9nP4oknntDvXvnKV+IrX/kK3vrWt+Kxxx7D85//fHz0ox8tEnK+853vhPce99xzD1arFe6++268+93vPtH+l6h96SmbS5TcFlHY2evm0BnmjbywoXp5SwQ2ISf/qhHbhIDINEOi/eeFv03+2Mqd4NnI975HxxWx5iZXaZfM4BHeOYypV/NaWndsGHfIhq8CHE7KLVKYFxzgkyv0XUoJ0QEuOTXcJOmmKAAJ5cnJMFMGjNizYU38nJCy48UNJabTc/IeIZVLg/m72mU+lltQHktRpBz+YMc7pUAhEV7O1zLmg97P+n5lpUykRF1AcNgcOBGpc9NqPSlFWG99KwRK27hG5WpMwHalytWu+9dJ7Wlshy82cgyoERqKUE8JIbLtC2RhAo7W9smCKXIOnVOqucK7Az5PBpc6eAY42n2ePS/IsQAsZvdPKSK4AaMbMGKkqlpsptiy6XWYVrILdwZ4RO+XyyHHc1/lJOA8OwSgm5wVRqLMSdwiXYu0W+lm0ct8jIcH/KLQtQAQ45E5irzN3vXlfF3o6/XMmwn7Cq5gB28CX7Z2RBlPug0vuxbkatP9N998M/7wD/+w2Paud70LL3zhC/H5z38ez3nOc5rHveMd78DrXvc6Bc3f85734CMf+Qje97734Zd+6Zfw5JNP4r3vfS8++MEP4iUveQkA4P3vfz++8zu/E5/61KdOCUhf//xuDy5W4I78rseLTSzhOShsplkdu+YdqMN2JkDPxGE7tcO3Ewozm+0HUgYOANjKvvPt1SwPkfqYrtI3/UT/SBXdlhNck8tPKniZqoPYlPaibNNeRw3wlDvLegmFTluv3y5d5xV2+5btUb+64u+5djO4096XHoNO5xlNVp3aYWZ1e5dbdgXs9zl5zlie+9znYpukuJ/73Ocm2+69917ce++9s8ccHh7igQcewAMPPHApXTwRyWE3VoELoFBSA22SRKqOwkalgBNxrCYFG2+bz0ibxLCXTPT0bUAolEFMA0IaCwPXAjzC4OncEp1bUFUsNbtbFHgGelxETMR68clNKrB0WMBjoSBDRMToqC8jFggpcrwzFOiJjqMqk4PE5Aedjfn8ibblkTbgjrCDkDAyIye4kdgyicZaQBnqH11p5E4IwEPHjHqtshjLIV4dgVxYwLuIju9j5yNc8hgjijwXolwjIsBAD1VDKRd49t6XoRflZJxS5Eo8su8Ij7543mTi5RtOxszkfsqCo0T17bXWz8xZwuUJ1w46/3SSp4vup/d23jja1evXkiJ0Vs5lckEcx1gU/WHZJFHyFZhwKasnkgtwSdgk03w6JYtTkgADPmVwJDZCsaQfIVFy+R49ghuB1MMj5+jxQJEbTXgrIeVtovfts9VankUkjAgY3YjREUtS5uZJGXibY8iweAAog4fmujKkVsCxmhVEc0XLEcPsHefhEXRxmVIwgNsWOXW2WPS2PLeXKmcN+Oyq+6/V+eLJJ5+Ec25SeVDk6OgIDz/8MN785jfrNu897rrrLnzyk58EADz88MMYhgF33XWX7vO85z0Pz3nOc/DJT36yCfKsViusViv9+2tf+9qx+55zshh7uXhP27lJim2G6Va0a59bBXOmYMTxF/7Tduo252Rzjitqu5x3LDBjrreYZ30jpGxT+GaL9SRzUKfrBFshWBifnW6bssTba5Coujgmr2APShO/KdPxrPRkiuwY2awBWm0dV7+dDrMxKPhYrwv0d7MunAPpxG6Re2/nvXXXOftdyuuqs5C97l8vVwzI83SQbTxls9J4YVrlczOaXRrl+jsrc0p4ZsAklw05OVYAFWEJxVhWbLIGqoQHUHgRgzucjNhjMfFkWlZLDoAaMZKpC59KLW2TcFpOzcgAypiolK93nhBYBnoSHUxnSwkuMUIh/eB5LRgqvwA9wuAZkRBSxIiIkYGeIlkmMgVfFg0BlHA5IOgCIYMeGejRNhJdX5cWSO4QwEUkJyXaRy5NnD0UMY00N7sOiIDjcsmyQLD3rkWtFUBGvE41oCiTZO1Z5humi49tPL/1PgXTAP7MlOmuiP61ouz3cvmF3oft8qAUjgDXDt/KDU8B1ZQC5UZY69Wdsndqw3AyD8AD6HVOyQueoDrNJlgWoUpUAX1a5L9t+BgikICQBnSuR8CA0fXoUs/zmSzqqqTJouMjCEViCTGvaYjb6hBAS5vEYL2C9DzPCLgkIH8xTogEOKEEe0g6k3su6PwlIuCYraRYG+NJ5mz44l4oI3fGkVKL6Pm8gPOZsdlgg7Z+L0SpDPJnyfxc35mzAXt29speg8r/4sWLeNOb3oSf/MmfnE1u/8QTTyCEULAiAeDWW2/FX/7lXwIAHnvsMRwcHEyAoltvvRWPPfZYs923v/3t+OVf/uVLvwgVU/TDAD9ZPC1g0xzwHXW/HN4oGc7JsZjBe+iC2i5w5b2tpZUIX3TctmJtQrpWOU8NV2egp3V9zG2EZfFYsExAmksVcjr0WqVVUhPI7/K3U7Be7Opsy0Ys4eOKwR6PGNkpACqRDow6hscJcyvGxnkFeoptLBn4AMpxb4Al4oBujMWmMO1WiNQuAHmLFUZSgX26g/R5Pfh4NbA090ye9XK2gdN72UpaVTD0uybFse2Js6AOMF0kWKWi3tyUmUZ1n5RZxL9LyfNWPh45nz13dAQ2iXE9e/3ssYzJ5uTJrdUIsfXWWtp+puszuGMcGfb8NhdPcATdaM4DNzWM9biib+uVYF0AOOcgygmsbbiUtF+UPTaA3Nz9Xou8o1L0M33Uv2dCA3ajEJ++SJb9436u6bizvZyMbDDQLskBgDUL8Oa+27N4Wts2vduSO61V/rzQ+Yapk6rtUoa8lZtCy4W7qAzJZJL3z0lEKuPuReOtMeZ0boDkYcshA/X40HwUGgCPYSs1pEy438HmnmvJujn9tMWe0znfWLxsCzJZMWjbKcmuuv/paOd/4AMfwA033KCfP/7jP9bvJMF9Sgm/+Zu/eeZ9e/Ob34wnn3xSP1/4whcuuc2sh6aFLSzwk3WVdWiJUZhto2T+SR4bAb4Lpp18rGMNJjdAJdu+z7nvPV9TbxgxkoS4BWjF6SeJPqN3MAM83QTgaY/dJsnHe8ve8ZR7rPcH6LtzOPA34MDfgKW/AUt3Aw7dTfTxN9PH3YRDdzMO/U1Y+huw8OfQ+3P8c2lywOUQsDkpx7mll3nsOEG0ftAaU2qjdqBOAR7pF90fm2czs5sM+9as7+auIdv8jbCy+pmcOHlD8Z2GJ8r6Tp7tGvwxfbJjPP292/L5OH1Jl/DvWpA9k+cMRMJZipAa+6KuWRjk3zsOtwkaBlNS60mRK1LPYichnaDcNKN/RKRSrogaNiR9cI7KvXY80XRugd4dokPPQI9nYKpMTkk/yXAWxdGhhyTPjBUNVcCtoAk6Kcnw4I7QpQ4HIPYOnNf8PI63WTjLpxxuLDkZQszTcs3iEUbOwHkgQhp03GpaKQCMfLYRkY7hEC+5lg4LCJsnHxtofKT8ooOGbXk/8Bxchs7J+VPkJ8gviBFU2CgCzsmxrOCtlyJFJAwgb1XpASqBu06fr2aoVYqACxC1Iddh7/esOA8cY6G6i+zM5Lk2dP1eTlgSElwChzTl0uik7zZI9T7UC5IC0EV+5zZ3ajNAQ+0HBdP10ImhiKK6legJDcXikNJUsXEity3zgWwjCRmw4dw3Cg7xOUMa4bDCgIs0H7gRPnlEZA5UkXQZCSHRtpSSet0jMoCP4rik4HxwI7E3MWJwK4xpxXl5Rh33lAhwcqAwMu867ruZ15wvwJ86p4/o185l3ZkaYSApjTx3lQ4XawtY7/dacQ7bgTLTnG7N5rYCw60HuQbwTk/R1rmXrmV52ctehjvuuEP//pZv+RYAGeD5q7/6K/zRH/3RLIsHAJ75zGei67pJpazHH38ct912GwDgtttuw9HREb761a8WbB67Ty3L5RLL5XLXSytkDohoOULVZhY9bfRv1uMOdSjLscQAPZvelRYDGjB2pqTLUacf2W3CP4w2V9Dck1/PBawPWgwea+dO9cAcg6gdkiwhWZLqIDN4iPnfu8PJeqFzC9a71GZwOW+b3DvnPFxaH7pWM1jKy98NlChBo3pMp+PoFZybgju5L+1Q27VAoIZj1w6Ctl1dMI7UcbydDp6CiPYd2mvaq0n2IM8ZS8nSYCTWTAqT0BeTuLmdfFfQ3DEr9SohV/5QjL8ziiSlqDl4bHlE6Ystl94K0+qw0CoqxQJArpE9smK0er4+OobZN2z0e7CHMw1IxvD2qcPCHWBMBA0hQcMTKJEmJeQRgMdGbNWJloXZY8O0BOAZ3BFGrAhcYrq+LGxEaMFASlUo/gNWygDy6OBS0KnQ5uUB0307tyBlyWFbkRMxuzRC8ubk8DvkiSJ1nGC6vH9lmEXx8PB9SHBpROIQC4HEiuTeRZ6H9ZOohGlYr/eVQNvfh2vt5fILBQSRvmvpc890f/B+641RBXpF76FlZE09kK13uGSE0ntO88nYAIlH9m5O27D5u5zkeIOABR7JERhSr3Mkp1yeA5mlyICIhg2nAREeo1tpiKuH11BfFM6ElEH+lCa6X/R+SwT0H9xRBnjSgDGuMvChgBRdj4en3+2YVAsjCfmKRs9qWKz0vUjiaqTS5bUTxN5DD89JpEfsIrZ4w0bAyMhcGEIr3OCsvKUx7cbHfDrq/htvvBE33nhjsU0Ans985jP42Mc+hltuuWVtGwcHB7j99tvx0EMP4eUvfzkAIMaIhx56SHOg3X777VgsFnjooYdwzz33AAAeffRRfP7zn8edd9558he2VnxzMZ3TEpA5JM9uYidYYqREgR4gewjBtlN1pjJEVVgTWYpwqBnZBE61cqzklAsRHjAOuzKhMO1s9YZTHT0H8NQh9nJeyywvASfb5ykLSL4TpjqtEMo1w+Qa3UKdoB4eiUGdltOxnt/m2DtTMC2nO2jJZhZQLVMmE+DhPTuz+Seds1y7zedUa+hiM4nRsxp5rNqgZqutpi5WMKdMmN0Ke7xSYfR9uNZ62YM8JyhlHOf6/XYRYfMQKygr4jRJlCyK3JwT2XgsaeaxAHiIxZMVufM2F4/JxwNG5lM/C/BEBIwuM1yi82SwO48BHl2S8rttamvAgBFk6A+gKi+SyydX6EqahJlQZsq/U4syeJAQE0dRW4AHAwasMLgVgV42oabrGETicC5eyAwYcOSONFkzkIEdwtsF4DFKk4EeUtABCQvOARQLT0W+D9Jmr/e4df8mFH/nQUMisdiegJ60mFjD9t5tY+wf5/k9S9Q/4elptO/lypfS8IqFgdw2KNsATy0REU509glEFdr33IITdaWOnNctizXYMyPII7gMepDWH9BhoUC5DcGSvXR7MiEQor88MALwDO4ELHHkPBZYIBZJlB23lvTFn9P9rW3UKwbq00WMIKAnz4N5HvJuQc6H2lDn+dgCcDVoJTko7LiNJoFylqDjXoey2RwWdZ6EJutyRmzhhTLUpBRqM7PTiu2tdosQAv77DIB9Pf+Znenqk2EY8OM//uN45JFH8B//439ECEFz5jzjGc/AwQHZVi996UvxYz/2Ywri3HfffXj1q1+NF7zgBXjhC1+I+++/H0899ZRW27r55pvx2te+Fvfddx+e8Yxn4KabbsIb3vAG3HnnnadUWctKO5Rksk3sLfCCGJITjfVpoqA9+efyyhlqBxcLakArEc31y5VAyFb9RAnslDuZdxXiZPOQilNNVo9ef63f2+BOk/1UgNdlXppNUoQmOT/RdblSYoeIoNZ8PQa1jqoB8BZzZxJyqv3H5mt2+ZplqslRAWsALuQwMsveqSuJtezs1rPUspsz48xujbNODBtSlgGeeRZWDfBMx4fHgvuQK881nMscGngWIP+udv+1MmfsQZ4TFhvCQn8Tdd2WKZf9muyLGSGjyxh1xUkjkAJ7Dzr1wObYXRuuJRU7pi95jCMSgz1EOZR2MotHKJedW6BPiwLgkZC0Ir8BYpHEUgATD6/jZPM4aF8QgTQguAFDuogBS/akOiABffIYHTRsC8zqCTOvrhj6dbl0SbZ8pN7cixSulYRdVANXHnC0YDli5s+QLubFEiTB8pReDw5VEyUZEbTaVnIBnetNeERE4PK6nc9Aj0MHG/7Xfo460rOQiloAUkBynT6aeRLenGyvfN6yES9lhyfsssuE+O+ZPHu53CJAP7Eu6a0tgR4bj1/mBKlz3Ng2kwtrPZmbpDaehQXiYOjwqN/ztm6QfDz0u1cAPIeXZaCH/uaQrCRAuPUuBtW3OWz4CJ2LGJnyP/gVVSFEQIceiXU+hW9loOc4YZeSR+3IsHjGdBEhruiTRga1CBSJaWDPcu67zGG0ZQAVRggVi4d0rIQ15/tBDKqpREAdGb54Jqae4GwTtGWeXZkXjdP8Q9Z7X55wfnFUMo+qUK0ziIfdM3nm5Ytf/CJ+93d/FwDw/Oc/v/juYx/7GF784hcDAD772c/iiSee0O9e+cpX4itf+Qre+ta34rHHHsPzn/98fPSjHy2SMb/zne+E9x733HMPVqsV7r77brz73e8+9WuqpQYV7HYUC2PRv1M2z6V3wjMgn0Oi5kLKtG8AaqbHOiDVVv4TF2Bm9QzVZUTYKmTUdgYd5lkbhsykC/qazTPfz6LPVs9USeepYnDpuLS2Y4uto2Cy2rzzpcGztFkqLcasAE12HUdjGpqMoHXsnTLnZjX/pjwPbq6eVos4bSPmqyceg5lZPKO+sW2TvcFruVNOxzAneybPetmDPGcoLTrzcWWO+jfZb26iYOUY3XSbKE+p8JFrc5TeBvJKdmqEyr9apJSsGPlkMg/w8BhdrwsLZfo0PAVkXC940dAbHycZ+AmUbNM7KW2+naSUEyYHrowlf9v+Uh8IsIouqpEv7J3RDdnbqyh9aI5HDrsjT5AkrHaYS8SZDfB1DLH281R6YUva8ebJ+VLlOADmXvbydBTRqa1Fs4QQtMQuVBIbcmJ0CpCwi3hjwKmhPuO1o5Ovf38FaKYQWzHSKWSLsHgOvzIgvgWD5Pos08eCBTENCK7nHGnLtnfTjGFL/3vMK04BqanKF5XtpVAxA2TLgspFKtxlmouA2ebNNZT3x5t5UsZAtrcuKLnyOmzYgwXmE88zEdstuApWmJ7ueKFaFvirWWqTRRmIRbqXyyvPfe5zkbYAMT73uc9Ntt17773K7GnJ4eEhHnjgATzwwAOX0sWdZY79MnWECoDgG2yesJ51MAOEzO2bF9/E9CDJgE4R0gQbKt8GBPIl0PsW40DOwEg6LEaAwmsX0HBbWCZKZrPUYIcNrdLzJOucQMHcmAM7itAryyrnqpDyz7G+Becd88lrgv7AaRIC5+IMaSj1MqeSyGBPXSDG/j6fJ6cG1wCoc1Xa1uumHXU87FhZ9o5l8EiJ+GblWmS96RMQ1urHSwFNCLCa/w7Fc+2qZ8Feo+ZFQsnmuVJy88zkOd/quGtB9iDPCUm5iI5GWcxT9gsFZWiE5T4hG/mVKPXQeZAm8uw9WDSR6zqWuLX4SCkixSM6xB1oG5o8rQrT6tGXlbV4EMiXFxQ4IeM57+NYuffoBWqZXHfgCcVhhcEt4JKn8zmHkDyHabEaUrp8+821k7jAWSMigqPC7sLiobwMo467lRGjTlo2UeeIFZIyZSIlXnZRJ4l6fCKoutaIART2RuFhwS3gpERvIlYVHZMTFVpmGD1jpSeEJpee/15AkjDXXlhZdEwnoPnqXVlKT+1WZXjpqtZ8dxKya8b8a0Tb7+UMROjTAsq0c/MAYL0+DYuathi1MnidmL1sbzOXwRpyPgHRAd4tzNywwevsMmDh0KFDRwC8WyCkzNqREAcR0udDASpITpiYBmaRZraPJoCHx9iR/o+4nlgyaTHpn4ThTt5/pcmXiZpJ/1OfiMVDDJ4xHmkfHDyC6OAIzmeXnSweEXALMtbV65vzDFEbHTQnj4Zc5ZDeWsSOsGEOtqKlhH1tC8w07Q7jPGiBj+TJNsepNTzDMqu865cD3Kf7vtfj17o0F/GSxFifX8vmob/hItzk8WFGjmm7LcycrkCBKVOnPN6yPQBoUvY5hnVygQAkz/aZJ/a9970BelpgTBmqZAEeG75krzMv4D20ZHlBeKrsdRgGDFjfp5Fy6sAjgvKsQXKRgRjvojfFkUrJlwXYobDZGIeJnmnmIVKZ5slRMKYBbGloWjFn8XXTxckNq+5lDe70ej87PV/DedsKccIG0MQ5kxz8UkSeSZsDtgzlq5+JOaYRrR9re38duHQ6MvcUbHPctSB7kOdEpaQPAqL81sXwzj9qc+DQlJrKysQoM0GuZX/bZkKZD6CmuCYBBgxw0HFVrY6BHo+OEqmlepIoaZeitMe0mlyDeEkBKJsm95G3pxHARarK5TwWWMIljwUb6o5nH6uGrEdXjHtJ8mzMUU2cLCFXlI9hKMIKxAs9uiHny0GgqiwM8IzpIjFzGACLKVByZXu9PEY+Ab3rMWJEz/lxYhoQTIWD7K0YJpNEzfixjBlhB9CzwR7oBEh+HlSTnJVNMcI08W/nzSom5DM0+vfVtfZylrJNtSEN3zLPGIUQULjOtm1EBwV6gJyLq7l/NacoWFAbndxmdMa448+kv0Bl+OWQrQ4LzUlG5+fE9Da8DEHB8zpUKMZRvbXWOTLGIzjn1bs7YsSCc7MlWXWgBHjGSve7lOCdCelCglTcEr0eeH4KcaWAk143ObWL66drj6oPbRhXQij0ca4+2aFeTNmxLbbBTe6HgD05kT+DROwwoba2KMveYPFYZ8FUonR0tt1SzzeMfhdPXcnuHK611/1PG2klD55874CUSjaPJiZ229gp05Aqeu4784qUzJltxLIsXSMZMgAkBks69AgY4bFQoEfWAdl5W137GoBnjm2S84L1gLJwJFfZ9Brk3JFDXVOi3JLO22TxFObfoS8S2IudLeydmCqwJ+VUEikN2QFaOcqzCMAzzZOzFtQqcjgRYKGO+sJ2bgM8XXGe6f3fBO40be/J85nDAevrKNthwMVJGGF906bMncm5zbXncbF9zBEDZ5WDZy/Hkz3Ic4nSKpdoDR9BOyWTugUySDycsSTlZYuI6ABlwrQkK+yFebU6BXi8z7d3NqlbISVYU8TpM6jTgVg8HXr0ScqhW+WS6Zeak8dUq5Jrc+iIagqh8UtuhpLKLxVZqIwuVS3pTdhWp21qr2GpyTkszRXfJ55WRjdidDyhcD/1ukWpMSNJQCHp65DO0+IjrpAQ9WXq3RLCTKqp+uSGGdE7ZtskYDQ5G8qxjHlxVk1O1jCnRSP11wJFwAiPHlrGvl40NL281QIR89793MeM6M+FaV3JCdj2spedZdazFhRwnQPrczL2RO+zi8W7XidDttRuBUuO4ceyIAHkKAYJlKHjepDhNv/OK9DA/YucY02AhxzyNBasEwFxotGxAjIom0fmTRBrJsYe0VNutoBBYfd8DfR7MppL9H90bOZOklXSeUc3KsCjC4pICwkaGhoXCY8gliR5eCnvgoQqTPPrCHPHwSv7lcZgPQW/qH4DYUxNE14DYLp/Zgw12zIi1TXtwigDUrn6ozwPug/bOPViwIafNz29Z2j07/X+tSYGfd0g9QLVmfeL3H9ec+lkXWpZPOVzP2HkOGGwyDsYYMMa1y2i63YswDMBbROxLi3QY3V3Tiw9BfmztAEeez5hURZVVB0BNt71ynhpO++igjt6eyKQPM1XntyrCJO5KKojIKZB86JJmJYwPRVMnnUc0npIAJ6cHycDMXZM9BrsHMGhSBksq+fvqVOkrFQ7Beo2hTalhk5uXRtQ6/X2s5WfySmzpgSIps9pzTzLbdl+XDk8mH1OnvWyB3lOQlIqJhEpU60Ga5PWlpkXswkNOet8CyQqkH/nAdgs7r5QbvZ8rT4AgEOE9z1S6gk6qQAeMVp9IqNVAJ6+Kmc7HZrARjyFJMU0ovNcIhEZDLF5GXJC4cAKl0CVzvWcB6dHlMkneTbm2zl5Ukpw1UIs+yg4UIzBo5BG7YfNeyD7SF8jaH+h+YtHIswoXDHVs/RwKSoYRqEOQ3UU020llripeIMaMLUizon5RiCRl4mS7k09GXKf8rGthYjN8TNlE+lkZg1/9exe4Uyek+/KXq4psZ61TBUH7LsxNbyT0K8bbtEWK6N8RysQnturF9UK3sDOAxw2lKhXFE60gPcL9cJKnp1JOI/JwaDsRJcBaSg7hPo6mrLpwnIJmlvBsHp4jpB9AWb4MBBDudms5kbB0sljtP5tFianOBh03oll3gfdn73kjgH5KIuhCDjxrKbRzKNC+8mMm8wA8vCOqjqWyauNbnUUdi33wPscAmCP4QbhdNzXl1HXcYtD89nSfswOX2uRejy9fpqgz65Mnr1c+dJypObvjO1hfp+TDIKUbB55l4pS48CEHdJiNfKG3CcTnrudc3VeCiBEQ526jaCBlZaToQY+nNFXcL1aj6KnYxrhvGcdncO38j4Z+PEgHUcFXEZE38OnBZw7IhvepJPQPlaOAAmbFXDHhmnRBRiwumAnsbPUHzTDqCZ56ZwJfW0APXIXirGrQLJJDp4tGFzCorSJtG342XTerZ7/hq1RS64KBn2+87H1MzrPCrriZcecPNeK4b8HeU5MIpCmFLoM+jReogYlfk7mQCJF8YWpYYCGlgdhNlGdBREqbx9tLxMt24WD45LiHq6AB8RrGY0h7VyESx7BlZ5QTVo5CXejJNBlCd62tICeGuDRviHX2CrOVyDqVBEgVf1SYEhopbwQ0ORtMwnTZJxyfz0tGiovbcHyqrwF5bV1CvSUydHys5BSGX5h29Nzufnn4jjSqpBwlrJrArZrRdnv5coSei895oBQ+47WubcKr+aWIjqm9vbW+WHmk5nOhwNZ0EfEAlGbAJ6a4ZoXDaHoq811dlyx5dczA6hO3lmKsC3NhQJJfPU9IoZyLndmAWWBtZnfi3OZMC+ro20+H/l73Vw4vZ5yTEu7Y0N1xdmxKR0KUyFgUyvInVQFoxnZtem96r96RUJh8+/G0bXGprH7WduIDjP2YrEYLtMb5O1Q5qHNi9ju6/FtLFsAZBspwf+SUVSL7Y+vrqkDh1s5+R6IGI1NiQoIMeA87weeV1KkNZDn6rFdwVjNzlRpQ8N6mwxByX8UzVorgx3tZMhdke/IXv9JphKYu79lGoqgAI+dw4tPfc31eqwAeNrnzsyyUB0n0iYWNPs/M59cKbI9l3l63LUge5DnFMQisxkxbu9bTzKttta9iKLUZA+r3Cw9sXVegA1GUeSshJ3rkdLRRNlQaXBi8Xh4dMlMfAxg1BOreHUl7wKhrqz0XERyS1ia6Lr8AFLlJDJwFmcGrgZ2LIumDOWi/DqJ+9g6L4VJDJA8RpJANKQRY7zAFH/yjkoCU3uvi6TLPE4dQB7oRH2gSmXd5LzkfVgURr+t0FIoeVv1RMKzkhzTZxCwAfzJ2Mp556SmrM4dbz0vdXunSd/fVdnvDf29XLJUnrW20TU1LLWEL0qPaNE0s/bqxLbTRLe+bEePL5kgNp+LT+CcMhwQZErCEqOxcanoNFTLo+N3LoenSt9sjh0AarxrlRQLAk2cCtN5RHS/8G/ED1keZ2sITntvuUA2FNqWPJ+yEQ3wwvqcWK8B3i8oL50Thu1iopf9JiClkLxYKZM1+2KbcMPK8F4DiNV61y4eqkS0E0dQ7YDif60F43S+qBZhMyEDJy0ReybPtSH05ivhgp9reW+PA6TYY4TtQI2WAILdv/XOaDsVeF7LBGQ1v0dhWsg2Ye24zrBqJER3yugsdb61YwnoWTc2c05h0neScoFGohiv4lrL4htJdRjIkSEER+TKUtL/WueW5y+ZV3DClKrXRl2Rd8eufzqd08r7NmfrToEW+/v6Qjq1o3WdoyOHL5dspcyAb8jkvG3WUBvIPB77q/h7YmuIXJ6y6Vb21bXWyx7kOXEpke0a+CgNfEMXXSNzibnKpGk9YJShGvWVR7ElAvRk5HuB5MZC2dUsni51+lcm0Of26v7bxJrRDcp8iT6ykewzwr1mPHLI1PQN5WUWf5+35WPlZ9nfOeaNLgLSgOQ8/UxRQ7TGeIQQV3qeuXY8nC6icuMe0SUFzHIfM1TheKKizwK2GpYmYTWTl3pSnGfgqWTz1BRZ7Upj0qoTu8pCU35vjlfDI3+WEnHtxNnu5UqVdtJMkfZ70d63WMC7rvD05XZa7TVYnxVwIFWxaDExFECQgFVSpcX22fbJW3aJo1DexD8jrFe2ZO7YUrjT/htA2/fwPiewjxrOy3nXDKDjeDblwKrs9ICDd04dApKPTRLo2+tSVqXvNfmyZcFIJR7nPIdr0c8IENgDj+QCxKwq8ufwWAkgVtoE0g9ivpTszSmjR8PkAB3v8o6bkAZAx1lybLg0bTcf2Vi4uZKhPAHkzMKX7nFehJ2V7BMvXwNi33kDxFCYFr31BfPu2A8Eg5ENgGfnLnN/auZ0C+gJGOGTh/dQoEfAI2lL9KY4F+18QD+H6fvpAHCIl9WOLbuvdhYqOGLecQcLjs2sTRiMsSCO/T06MFQNbVeEHA8UOup9zzp2BNBDkj+nVOrXrM9K5vs6tksttVOyrb/4OTPOGMlhpMc4Gsca3LEMHokAKACeBjB/HGnn/7Fsnnos2s6HbcIed+nfacmeybNe9iDPGclmJP043j45rlNknKRUxALwSAJmCYtq9Y0U60JpldF6hStjmLghXeUp9Zzgch7ZFaXmnMcAD++5XLjxkFoFZfM/FP1tvJ4eJdW2NZoeCZEZNICEkVUeb2skgGOEkT2bMY2aFG4MF0wOi81KUcZLgLEudYgGBKzLlxOLpy88FC2PhFJeZezjyJPkqM+BHFMvQIv8Q1sp7a5oc91xV8oksJe9nIXY90sMTpIS+Mw6hysiNt4T+87K3KE60rLlJl5HkSmTbgoSeGZAcKWvQrd0aBmexxE1bI3HEgADKGXfLc3ec8JMBbYr/W9dAZKXh3LzcFnYRq4egFiEyuRx5bh538PbMfO5/+UYkJEfuc86r0cAfmHApRzeXIvnBUyxoEpxwr7RcUEHW0rduw4xTZ0Kc0nvddSkCk9VCrhYoNj+5B7PtNlYOOnilM5Ji9jL7+3dy9NRhPHgVR8CKIAT+2xPAXIRwz5T8cX320jt4CrfDQE/jZ2b8rrAgaqzRgdA0hrIO2pCmgrgXACDSJWnMsCz/t1tOZ9bYtcLHl4BYJnf1oEgk7Yq29U6LK0edK4jOzZmZ6UAPTb5c6wS3Ut4mM6/Zo5bZ5+3qgu2nCjlPc33UkAdAa7WMZQiKCdaYl1s8/DMP5u7y/w9aok4MTJYb2U7m2MvV6LsQZ4Tl+2YEnZBUFeUspNFOwFnw5PW8FrUicBI8fVTtgWzeGKMWpmL+psRaE34nMTsdkaRlhVP9PxqzFpPBKHwIwDPRn8NRJVt9KWB20j07JlO7h33qxqLlGjf0Epwaoxon7hMeFUqUCiyMhZjXCHEI4TIpdP9wdbKVMaN/MZVNS0zCWjf2CNh7yVgFoHF8bLoiMVEbPdteW/ttdZSewVKcGmDkaBsALMNp5d8c2fa5sl3ZS/XsNA7a6dWeQ+NTtH3TfTNOgdA9m46J4BzaRiSx5ferTY4we0xSJD7wHrdLPpVUgLc1KCrwQuPDgFRwSIrEqorhu06I7EGeHp/AO+oMpUNA5NQ3chBAdSHrPc7MwEkBfQTe/xSMVdRiNqCz8f7xoGPGSFldIv+JgD8HS1YemXJtGQrrygiEhI09121MFEmrYTc6bM0wuaya933zCYQMoTc6zyv2PMUxysIWc5TFsisQxTABQzOUvaMnKe3lMmXOWQr5beagMu8UC3YMmjbN9uwKtexlotFfG1Tm31mz2mT/DKw7JgN6eA11F9CQVtAQVlafDPAU/dF9ZaCT9np15I54GB6brPGsU5n1uVSnbDFek3wPBYZbIfPSfDrKmKb8pBK/2rHZJ6Lp6HQ02ubtlOs1STCwAI9fJwFkmyosoBzdPz03M2xNvdq0s+KgbPNmiQzj6ZA/3QM1rd3ucqnp1RWVD7OcdeC7EGeM5CaMrjuRZqtyFu1p8iyKLgqCZrdNytZVt41nZW9gurZrZTYRPkkCd0iRgopiLzP2tAtUYzRU7b+OAB+wd6LDLDYDPXe/JNrrsUCPCXDCIguMdhUzfytsTI0SxqaOiEceaTrvBItZs2kjwrwOGZKrWfA2MmxBniyJ9aca+YZmF7nes/UpsmhBVjOTVDH8yZcmmyehtpybaj6vZyFFAl2N7LdpjTqAqCp2Dy2XaHC0/YGOxPZwMx9y8xIMQhbobzrPJ9lCW/aJ7otjckK4Mle7DI0yVd5yAToFmk5FFp6n/qWtgIABOz38IBfIMWozKl6/C1ooiEiW4oAYlZ2AUTmwm5bIoY8CoBnvYe7PFn5fLaOqdlALYD/NIWYVceXve6/yqQK0yQJyKFBBvAz4U6tnIH2+K1PD8u8bgE8FbtOKhuteV+F9aFMO2aHayU/BQ3KkFcBCYghycn7dd6Qd3tqM8q58zsbEB3lydlKH0ykvGY5b8GuYb3eGRBf1iR1ugKZp+ZKxZP4rV7eiKjXVYM1ERbomTpN1luTBCgmLgSQTEGAgAoIalSRtO0rWFX0kcKs5oGe/CpMGGINadvhOTG3XXu29bYZJ2N36HWckY3f7FnaLU3DtZLaYQ/yXKJQ6Vwqe4qJYWoX45XxL/H9kLw8FMtfeHrXWC0tFtBsNQFWppJhHq43Si4YAzBSboHYQ+j6kjA5cAlbkUyKdBhpOkLEHNCUEXuJG44AEElh+DSyB3fBMcnC6vHo1OCfJie24uHQOadeXM9jN4nVT/aYDBrRZNLBs5fIsndsorQYR4R4xJPrCkAH5zPttJ4kpRqMnEvGTH4HoOeSEr528WeprRasqz2wKRFdtA43y8/adKKXPut+qLwWei/bXob6pxhUOgHBK9fqLBK07atr7eXKkDpsCyb856jYczIvNIT0SqRqTm5Q8IGkzJljQ1YzYBRUCXrXQZIle0fhqHV1rUIarCBpY06c80Ufi+SgRpeUgEPOPyYLgc4t0bkFOizQVaYKtUO6RpmlDujNAjAmACmD/MSVifpPxrZzCyS/ROBCAk7mOg/1uOa5K8pAQxhVxbULK7TliEhew3OVmWTne0SgStwMmLnDZTarzSeUCxaYhQkv9DKDTMY7ZlaQPqcSDlLr+TpfYF4UyD2rbRwKozg7YF/kGnHKXtOibB5lGHpl71AUvlfw1T4P05yWlxYeI0DPtN1KF28BmNj3X2w10Z8C+NT755xmGeARRkirAMBsfji5fhNupMmfq/7N/T0nJWhfphwQ5mQdspXYAqd7Q/tFDJrrzSGaRMzrx5TC0QQsijmHJYtl18y3x/qyYRvbcymAYkHFRjXMOheddXjYcctt597SfBPNO2CBnuyYnutr62/aNygQmdcJ05GwgOT6Z+DswR6e5nc67lqQPchzClIj2BMUfY7BgUjv2hqAhxSKTYjLeWSwXgHnqhxeOslVozybvINSRKXPeSIZGISoEXuHlGiq3bSEzwYlLfxjXOWS42JQxwj4JVyKmnBTjNAOvfZv2jYpJueAzjv9GwBC4lCHBITGa+25+klKEZ2jc9YIv9BjQzxiiuwRJP7Z+0XhfbaSvekE4wmLxzlXTDrRSSK9TL91vNCxLB4L1hX3ktsg0Kkt1ms797Poe+Xh0Hb42S6ON88UXzjo+QeQaKGgpXRPURL2TJ69nJ2UIQSlSAJfq/cjRtWrU9BzpgqiVFcSg5fzptnkmcXC3r63MF7E6nxliJW5JjuHbFkVSgAHy3rcRjKDJwM8vV+i88v8Oxbs9c3AUs7Jk5QiLgBP55wBNWho6tLp1lkhAH/CgrzmHDIBACHxvfJAjKAFl10A8XytbTl7r6PeeZoHGmHXxXi1c+UpOKfADIUV1/1Yt2jNXtociu1cV4RMtI5zLuv6YrvR/95UrskLHHvyTR7xk5E9k+fakAnQU4A6A6Sqk7VTiuMni9Uwq6/WgTQ1e6dgNOhxU+Z5m93JdiIne3fV8aXYd73OweOh1VgVQJln3dk+RAzwWGjy5/KMxlmACrSfsF5KFk8Gd8huFQaPBZjFjtW7UCUuPo4UoBUGBssa7Mk11SpljOh3e+9mzsnHCTBXg381O2hqT8/Y4BAQyFR/S4HnDa+AXEqD0cG2hfWrsnyt7CBFybxvrVntXDXL4jljxH3P5Fkve5DnhISMfYOeGwPIu0W1r0VdM9OCFFStUIOZtMSw7MiDmfxEeYmIx9Ii8x7CiPGyEzNNBkDKf/NCRPaJaaVsnuSiYaZwkssKsADYCHdRQSFR6DQePXtfVkhpQIiAd1xWkZlMmb7YqadVStG6BshD52DCvSvzM4hZMLoEnzKLprwfmZck/5JOPDl+NsYjpsmuQAg/A0/Go1kvmsrQNQJ4aomg8u0E9ByBsvVnNpMNWehcj44XJPaZsIp2OgGba3VVTp91hozxvlsvbtEv5FAKhw4RlM9CKtTIMy6VaU6T0bNrbO5e9rKz8GKjXsTX74a8ZRHCCrHetA6lYU5GKFwPyZFA+nGBzkUkFzgZZURybOjL4qIy4AuD3AUACxNmZfR8w/iUvhfzkWEF1d5s/d6OgckxYxM75u97zcPT+yUxePxS9ZwXJo/L/U4G5BERgEdAHjggpITkAJ8kV5FJvMze+M4tgAT0jqrb0Fh4BYIi62H6u5941u29riUb6WWIW3RB54U85h0sE9QuPKzUCzBh8dj7Z8e6XHyBQyV6dRS0F518XbAs4xIsssCcPCeyqGpKyoDcaQjp/V0Ssu3ni6tNSqAHaIWvWFZFeex0sZqlfFeszDvCSoAnIbHNXe8/DY20C2pr97YW2a2+Z3BF9OnCgK5Tp55tu2hT85YJ0NPKX1ODItYubMscS3VTugA65/HsxJqxOGVcmn3NOM7p2brPNeAzPXdV2c2cq2WHl+do3yeaVyKCXpttg2Y/p8+6HL9p3GwbBpxvhWo1GV0VwKPXOXWxnlWOnj3Is172IM+piKUhTsNqWsax/b7YdwvK57r2WvsqVdx1nNAze4AnbJTCI5yNUxFi8SQFT+r8DBJTrAZ/ReUHH92iLs7JXEl4CdFyLv+ekmsyeLaRegIulXUF6DUm5IgwCTOgIx1VUUgGRJIxLox+X0yIWh1HafvscT4BT+mUfpzL+k72bUzYdbjW5XCR7qrsrxFdv5fTFNFfFYZbvCvqKZseXs8Ts20Y4GROLFBAuusYOScKHTQFFOboEjFN54aiPyn/zGIZIeKB7lTP2epa2yQvFjan1f3bvN3C5KRMaR6JHRIJAV7y8xjvugVTWgDPunFqSV6QSJh0tX3uOLTAImjfWtvoZ1f0fW6BkxdM0zAU63iYYwKdpexcQv3Ee7KXs5DMouSwrQnQQ04pYScAcwtV4ESYZkbPZms4vyswf5fnNk3U/QNQOg9aTMkcmpVZM5ldN9GbqhtjE5wQRn8NstRswdIWNk7GGhiw54PcowCb6DnqOeicIY3FeaxtXIf+5suqckAa1d9+BtpA+jbrrXW6bur0KIEZK+vAuBxJYUF7mqPUQQSH5NJGvTf/nNuxkPNiso1k5p1hYHMvV67sQZ4TEeuZzMaT5pmxHloQub02+BWJhuSDmTGYeREtSliMsNorAIDLD06NOGGbdCBvbkwRHhFRjHFD9UxpQIxHCGmFIJU8uLrJQq/bFdaSABwCDmm4kRjPLsK5BSzqTJ5m9hibyjTWyF+/sKF+iDdXDH34BETJ2ZCy4i/yC3VUOp5jf4trSdNJRe5l5w/guQKMGLx0/QGRY4fnFj7iVU6ICGlATAOFgyViCdnz5FAtAnYodM1O/pyhP3FeH+SyxS0pqq6tGdOaEURjfKB9s32ijT6XvXQ9kdTCSN5g53HapXR3jc3dy15OQ4rcLPwuezdykkZ5z62BVy4IJORHvXr8znWuR/Q9YhJQYDQeZNpWAz1B9UJ+Bylka9C/ax3n/dL0bbPYfDe2HdH7PCvpdUs4m+bhcQsO1VpoLh5h2/iqJLk9B51HmJyOcw0BziU4x3of4nsudbLkJxJGjywOElcV6ySUOMnRcg1TsKOslBiQqrCqyXjxAsaOj71vNbuqrCwZIFW1SNdb3SrsG8PwQgdh33RVLp2yTyUTCwnM5ommbbFvFqr/KZ9H3R4vAM6ALbPX+9eekM4DND+PAXqAvGCdABaNhaqK87B6eS6vzWQxb5/zxjvfAnva9lkdPtbaJ4PwBRPUADyzToMqLKcF9FhQBEBh/2qFxBlwWa5BlpYZHKLkzo5Di0IaFNC3Y2kBnZgGZrcPRbGT5vk1uXXM6sYCPS1Q7RjgntXL286Hep4ZsN2m9KDutgG5bfIQHa9DVVvmmbcOjHp9lqUF8Mg2+vssgZ+04/mulTljD/KcqJTlTwXgkdh3QaodvFaoskR+epG6AsG2r72lz0syzvqFVWXAhmpII3waEODRu2VuSw3mgRJPIuRkbwBEAZGypXwxY7qI4AaMCBDauw1/Sk5M6GkeCOdocRK8PHKRk8Y1lNsliHf5AwCRvbn+BNglylIR0KlKKCcSGXGPrjbSy9k/ImJ0IwIGjGmlk5hjrwxQel9tfooiVAu8qOBnKMahXLAhTyItrxIlbqOwwIh8bAYbecGA8tiitLu0laLmV7IVEaydf5pl1Peyl8spdZ4WwIDCEHBmhIIzKcKy4ZrMTw2HZIaLB3xawDtKWB/SAGDAXCWVkEZ0Avy6BSID2kW/OVzUsnhIB5UOCgGKuioEOV9/yF7XlPUPgQG51Lg6Qjw7QkwYEQE8PYfp5jw0FuSQaiZ29nOV7k+YI9iDFxc013p4jG4ogB6PiJ7Pk1JkEGbUa7DXVdwvw0yNTubAPFbR2YAxC1L16CxbyAA8tuJM3YbcswJUU33L4J+MvwmNq0PILSsot+FpoVwBP3TPMlgEsC/FtneZmT17udbEAD0gYHMeWzTP5hbPaZ03xTKWhWHRlvVONCtiZ9VhMPNSATxoAzz1XNI8t2XhzIAiWR9ZFk8GkjU3mgBtbAOrLeny75EBHsf3rD5HQqD0CIgTgCcVyYura+D+1xXWoL+WNvMuMgfOtcCfzWBd2be5e5Xnc04jkRKcXKjZh6QOhasY+a1nQB0Bee5vPytlG3MAz1nLPlxrvexBnpMSo1SVxSNGLBuryRhvqRWXmiLgSgPZUh71VAI2JDJW69dRjT5el8fYw3cLBAxqLHpTTr02IjOdewHnJE8Be4S9LR3uS36f7AfjOTbGqtDy4YGEAyBmxZInp83xutH8s1IAYsiYju2izePQYtnUXh/rQZd8QjLBdv6gyG8AGLAFgb2t0zAGMdGDC8SOYtaNjpM/KIETJ4nqJJTBw7tOvfITz0fh9YDxcphr0gVh/hlT5dVPsTmhFiweX+Z2kLKXEZIMzoCGxeifvOwcrnWNKPu9nKzUlRVrSSnou5yPyTm8UioNK8sMKdrhvGxAZld0rkfyBwjxCM4tkNLAC/op+KC6AQM8BkRQOJEkTM4hPyEDzeIVFicFhzSJfosIFXPFemBH1CFihbfS5W1aVtewdzr08MgAT5faZsqcNnEAs3nWI/uWGdQnAr9KJk8g5qkPNMvGDPpMronH0SVK+BndAo51vwXFIhcwkHnG8/PQ+YNsG+gnIIeAhOK+hTRQxctUgjMpmRCsYt7tFVCzSfyn810HpFGfoZL1kBm1tsx9HfYwWSDU5Y5OQXYN19rL00BMlnVyOzqgYTfn/fPzaZ1N+biSxQOgsGXUnjSsGCSHdIznvBU2RLJmMQ4055k51s7WDMxkmD2YBytqRvt60GhQt2AEdC2SUkAPsIN6CkKJc1uKncQ4lgwiPX8rUT3aQA+PxfpQqrzfrjIH/rSlXC8eW4zd7kyYbwsoUh09AWe4qclzP9PnLcCdy+G83bWq7rVi958chWIvxYQg1SukXKBznGOgqppEEhQNt0j+Jm/YdDFgDcRRGTghjQhxpYYjgJwUmYGDnJQ5KwtajCwh8a6BFwqjGxWoiMgJLaUPo6P9tCqXGKHIGfbFsPUa8tQalwwalcwSmO8taGPHwvzeSIYmxykQsyGnRDaSDzg5qPR5UfQ5j9M46a+OUUoIPC4BObxKQiQIXJsubNSTb4AwaokMfirvvtL7ngrP/PSaiuz5Chi1QszYW1N4F2zujPycK4XfjEsxic2VKDgBEZDnuJ+97OW4kqtqef29ZWBlNkun74WwVmhxYJlypn3D2pSfdQhUnmN6TKt8TSsfZSB4QKyMZNWvxjDs/AHrOQJicj8Y6HHRsEpCBvWNJ1aYSDr3FR9TmVCBg051nFaSAoUq2TxkMvItOc4rbdlBPpWhwZLgXnIDeb8orsP22Y6xjLMFPyLChMUjoczeL9B359D7QwMAlvfDtiPzcExDwYbNgJx4rNm7zvOJ3Mf8TISi3yITdhIvEDJDeTpP2z5a0efSucYzenKyq+7fq/+rT5z5RxvK5yrxP8jCtvok849kuvidMp4tCN8Xf0PC0VE7Pcvy3PWcYEOPinew6mPR14bDbU7WOepafVn/yWFabRaPXAv9nvXgqGuRwIVLxrjCEC5gjEf6GcJF/n2FEFcI8Uj3p2Ik1nk5rL+2NWNeb58bs+N+d5oycbLKP0ehswJGypykH3k2bVvrNJ4BgibbzDNJEgt0pfzubCVNVojbfS6lv//qX/0rOOfwz/7ZPzu5Czkl2TN5TlxKpVsbpgHZg3d6khVbxJg9rMYIr9FjSZBs+10vFAAoGCIvilUhtWe1zilA58lMp4hRz7kzos0iQI549HxlT+6ymHeOSrZH9j5LzoFikTXTZ/Kw5pKT2VteAmJR8hDJOS3V1jw7cwa1jLGl7ovXoyXHee50MmcF3wpDseMgFWvqCmNnJbtONHtDfy87SWHQz8TVz8omajaK72uGY8kwZCYRM/FqFqBILDR3yb6Q82RQqsy5kpl6OWSLvisB51a1p9zn6TVk/WZD0srr9w190qriZMF8WsDPv9mir6T9WI1FuZ/MBaCE+WskIhbVJkuQn1k8yAwdPYdhN4FDQLLn3CRYNvevBuPnQgkss6vpGKpZV8wEovbsNyYfT3WPWvc7i2WsnY4k8/9enr4yAQobOlhk/v1vPYvCO7FN5zCZ5ruToHYsMeiISVSLddzmv+mcWee2QJOqHeNQsG213um5S58ASpPztHRICQStKztP1wTD2mb9KWwhFxHdWNi59lpEX9bMnfK80z6TBOQqU41rX8s8yjKnR9e1sZ4BNP+8pRSVaV8D+vY+FfdMz0XRFvUazTQCmPyt0/7M9HkCmtmH6cpg71xO+dM//VP8m3/zb/B3/+7fvdxd2UquWCbPz/7sz8I5h/vvv3/jvg888ACe+9zn4vDwEHfccQc+/elPF99fvHgRr3/963HLLbfghhtuwD333IPHH3/8lHqejWz1TLpsMHeG7SD7AtMXJU0U63qplQGh3oSAB4OQS2LeImlly4h2XpkrnT9UumMCsU+CGxlYyMsGIFPJoyQT5p+23Y4ZMJ1fGm9xD5vjJY8DLxzYQJaxkThfOqeMQSJwGQkxAWOkMrqZQUP7iMwZzmWuhOzBtX21XlHHuR3kese04lYG9XbT+fKZRkRmROUJs/MH6LpDZTbl+yPe7Ip9w0k3QxrY+0EekNLrMWXzbENJbU/0eQFoF5lyzzq+h7owPGP1svfmPj3katL9FLI15zVrJc+1oS6SF2W9jlf2TLWP5ntjzzIZXpmJI4mNxWgVnTxilcN9GHDI84xh8rgevT/QZMgK9KQBEUOeC2ROqcHmKiGwtGk/wgqRf3lcvTJr9G/M6xUtj16/3yjBHxk3+dkClLzOQwZ4cr7Zf8uKSSlQDgnkuUDmrqAMKmZ58r2UZNMLfw69zoMeEwMfUdvQMef7R2PbKcMoSzT2Rw9hXtrcFLU33NolrWdCQvdaYRbyux1NOFmYyn08HTbPzrp/r/yvGimeHSmlB28+cxKrj5FmrEcV2m4BdcOSUIYPL7ZhGZWWaWLOrYwYY6MRODEih2calkTVN2UoWdDIvMfE4G5zF3Jem5mxaI5VqYPKzlSAlPaXtwuLJ64Qk7BzLlIhl3gRYyg/+l24iJiOtBBJjCuktEKKR0AaS2YW93kXhs10bSX3qM1kkns3Oz6NT+t89h4UjCd7v+w+EBBQRPIvLcrn0BlboFhHHd/pOmW7yfiw6PvXYNadsdhX5bif48rXv/51/NRP/RR+67d+C9/4jd948hdzCnJFgjy/8zu/g0996lN41rOetXHfD33oQ7jvvvvwtre9DY888gi+7/u+D3fffTe+/OUv6z5vfOMb8Xu/93t48MEH8YlPfAJf+tKX8IpXvOKEe13GWJaGJBmNRP82hquh0ltDSiYOK5LzYJ1IO0JpjIb2SJ8VJ/gVuncGTmrWiND1++6QwAemAiYEBDdi5Fpbgf/VXuJsiE4TpYlRL2CPfNTor5SSbTs6oqzn75L+JKOefobEKopfZgv2CJwj46re1VR6WDXEYqavLVo7TdwZ6JFwLKnWIuMV3KghXQICCuiVQ9faylnuW8DI47zCKPTWYmIcGp6b1nOTkzbLdRRUZNo4OY7C73Lp41z+ODN85mj9pyE7K/q9oX/FyFWn+4WmX5Sw9agX0HkxLg4AXpA7Dym/nhfa3eSdsUBPSlF1U87xw4BRxcSx1R1TykDBiBXpDoy57aIPHp1fovfXYeHPofMSths0UfyYLhqgyLAKFeCRuSizV7PzoDd6I7N5CARbb5S2wJ5o9Lx8alDfQNKcyHmzXlKmYhGK2hdhUYDMI5I/Iievz/8ywCOgGAAFeEj3LzlnTnao5Lx2HJarSfpzOFgGnOxzI/OYGP8mpNguJCpGkdwHe12Sr0HDAeo5j/tnnx0BMZ084/TFxvHeVc7KyN/L5ZEJwCMLWRO6UnzqRSff8GKRvfYBEL1UMibl3c/pBnp1yk2BnpHACa6caj81eJFSAFLID6Ysoot3Rhb9iUEkCV2S5MTs4BM7cOZjAaYyqfE27JUZNo0N2zGgCPWPrzVeQIwXMIa/wRie4p/2Q9tCfAoxPIUYzyPGC2aMuE1xTCjgdXyxQFfua3aOTz/TMbPJoOdBs+q8E9Atf+p7lFIZnibsH9GtZENIygsTBq1zk50j5WcNamWCQQnstIDRbOc7ZnXCdfxxGpJ71oBPC3bb9gMAX/va14rParWaPdfrX/96/PAP/zDuuuuu07qcE5crDuT54he/iDe84Q34wAc+gMWiXcHDyjve8Q687nWvw2te8xp813d9F97znvfguuuuw/ve9z4AwJNPPon3vve9eMc73oGXvOQluP322/H+978ff/Inf4JPfepTJ9JnzclQDWeuKuLN5DNNkFW3s07WAT0lnXLUSUZQcWHzqJGoCqeMHZa+e7fAwp/DomMj1FTkCG7E4AZipDCIEdyI0Q3suZQ43MwgKgxKVkQTr25VslKBBwgbZnr9kcEcMu6BMSYM/BGDn8CfDPRIm5InoWbwAALYdc2+lkazMI2GzJbSDwFgAoqN+nvOBeTQkbHfHRYLqvJ+dNrnxIuGkAaMUQCeFU8K2eNRe2JrdtgccGifTQ0FAYoJtQAEYfM6ZXBnrs3Tkn1s7tUtV5Xud4adIAtgZxbUyOyZoDmySqDbeqBb3r8isbEBi2y4j2VqwHXFs5xZk8wOASVWFoBGWYA2xwFM5SvXo3dL9G6JA3eOAd0OQdtYMVg0FqyVIgGz8QBbhqsFTbZJti/jQeBM9qkDmSEpur7Q+yk7AqgNZypbTqU1vwBmLnemwqFh8cSYc+AVnnVhtCKP+5hWoHw8nY6vfJr3vADW6BMkNA8MQHG1K3uspfPbalrFs7TFMyfflN7h/L0kSc02hA3zlhCv0zX6d9H78ZI0/173XxaxFYWYRYlCl/KHwUVlkRnWgUgzvLtpl0/ZPPJ8W72vz7xl01VgTP6Ifc66XOww52jRXF9Poa+i6lmkESXYs9L8N1NgaQrq1Pb1LoyYcqyq8VVALcyMg/2sqvHJ+qnITqQAXfsN3sQgr1k0AriU47Kun/mjDBzDKtpGLIOn9REgUMeiAnikEIywda2DqQ7PndjeDXCzzE9VX4NXIFXfN7XzBVAV0Kd6P89AKIJjtw8APPvZz8bNN9+sn7e//e3N8/yH//Af8Mgjj8x+f6XKFZWTJ8aIV73qVfjFX/xFfPd3f/fG/Y+OjvDwww/jzW9+s27z3uOuu+7CJz/5SQDAww8/jGEYCuTtec97Hp7znOfgk5/8JF70ohc1216tVgWi97WvfW2yz7qH2Bqv9CKQd05p4PV7lhLg2ShrJDZMKaJ0TLSR96TIdKZ9pjQAjkr3hkQGOYFPw8SbKaAU2ANMVP0evV8SE4nBBmKpjPD8Uo/M5km8XQCPMa70+n0iT4g9Vx7Luozw1PC3IFHk7Px0vR4jL06GGNE7p+MrRr6EcW0reo8kXhal17PoF9+LwEkwY4zoPXQ8EiIzdzodKwl381waHWcj6gUAAQAASURBVABVQnMDXFxpWxZIioh6t2TRQAuLqswkyCPkgInREhHRWUN+ZlKyE8YcFix9K0IbUgRQ9v3pKldbbO6VLFeb7s9CC1lr6FshpoMsyEu2pPc9XFxA6NiJ33lJyGslghgVPpXzQhlO4LIRjDI0TPoCQMOoglRO5HnBzinOEUtPypnnPghLUXRJTshsQZ0CNEo+g1JrygqnFBCdR0yBqmM5yW9jKj/CwzHQI6NPx1LBcKvOlNGZZKwcfMqBXyl5eOcRKh0YK+DbwyPUeew410ERGsFztLBbPIdpUQfpR2DnioT7CrBDjoDs/ChBohFjzAwbYfFoaBW4cqeLpo+S8LpmHLWTLU/vhRj7gQ36RcFeygweXiTFar5KOV8JkEv/tqriXI2y1/2XQXQB6TPAY/TpVDi3FCKo+hUBA26DLVgvkMvFs7FL2T706Dl1gIfDAsDAz7uwbgL1QQ8zC+qsnKrrakhyKPP1MHwt71WSY0e9/k1Cukb+gDon5m23Ds41wCBTzmotqJBSdQ1VM7LIaYBy0o6APTY0bnbMim6UQEwGZ0L1fd4nH2xDlTI7Ri9bq3odpx+5Ou5sP+V3w6yfADy+sYxP87b9vETpAJ+Tn0kFHafXZ9elLkV67t0mltzJyqWWUP/CF76Am266Sbcvl8vJvl/4whfwT//pP8Uf/uEf4vDwcNeuXha5olZhv/qrv4q+7/HzP//zW+3/xBNPIISAW2+9tdh+66234rHHHgMAPPbYYzg4OMA3fMM3zO7Tkre//e0FuvfsZz/7eBfD4ioDtbW9pfDUgNtyoVxQKOX3lBWhRe6tMd5isNg+UIlwKm0rVVCoxxI6JR6xnJCzSL4JQ903iLel/dUAj0idn2fzGLCxLx5cA/CINzeumdzteak/NpTAN/ssYyuUdVsOXRk+yGweO1YiHXiMbcWZxqtZ0/fVc964f9brYb3p24hef6XY7QJym+PPWs6Ssn81xuZeyXL1635f6OyC6ZdioROt1ADMpvdrPsGtnzV0y2obFpCZhqjafimjh8H9muUhLCVxHMz1v7XNhlbsItSvvABQPW8/SBN9L8fRcqoKt3JZT07vUzfb53VhDpJLJ8pPkyMtMyAXCjw129FQujy/iOSKZJVDiL7lvjccRpWUz6vxoCvoNwUd7XM919YE0DulkK297n/6SulMnTolKVS1I4aD+eQS6H7C6mmFlLSctvY5tuHnBNJX1fb0Zw5TVPtbc58JQ2UsFtPEDOwAbqf+6DU4EyoD8INMTCBqfzP7BMwiyrls1gOvcwBanW8LzTxJHjmkhz6zIBqzUeFKO7sMDTL3bcsXuAS0Y7VNdN2Yx4Xz/uj8aJLl5zGeVsScHze7hqh1MTOx4lH+6L3ikDQFM7v8nHkTmgXLMK0ZPDOsVR07Cyil9jMJCb1tvV+L/HwCWMecOy3ZlcUptsFNN91UfFogz8MPP4wvf/nL+Ht/7++h73v0fY9PfOIT+I3f+A30fY8QrlznxWUDeT7wgQ/ghhtu0M8nPvEJ/Pqv/zr+3b/7d3CnGLu9rbz5zW/Gk08+qZ8vfOELWx97HMM10yUTNIkbTPaABtijbA1ktkj5HS/GddKw3tygOWOEsm8NUemPAA6dW6B3SyzcdeixxMIdwievgEPAiMEd4cgdcf6ZnHgyxqHIB6S5CmaMQplIO5fzSKyr1GSBm4CEMcVM2U8RQ4oUupUoQfS4AejRxJTOJPlkA7pMtlfev4g4uVZd/GDU/Dvyk8Ax8rp2WKB3h1jgHI2xWyr9fkqdJ2NfKPu5VLosGqwy9jz5j/p8WMO9lcjV3oscSsGU+5l3UgG6GVVylsmXjxOLaz8JwDiOT/vY3CtFrnbdn8Nz3cTTa8ujl4yMsQCA6XivRpvkUsvJOKdiGYPBsG+ybmJWDc8J0ofOLdCb5MkSWjrGCxjjBQo1igNqo9WBWIYyB4huEoBnDBcwhK9jjOcRUk7qD1TzlZhUhiXkzT8Ry3yMXJ3Q5mCTPDqSV0eelZhyuK7o/YHnAgvw29m1VZ0rV7+S/pb5alp9toCI3NOaiRPSCkP4OobwFIXVIoDyvJHup/luGgYGEENGwnHHeEGPB6BsIMnHY8db7oFzZQiXzBchjbMOHmsGUztlad7i2jgMJPF8pnkhdIHK88cpzwN73X/tSMni6Qr9qzpVdavYQz1yvhyvgAS1ZYAKaVNBCnmPSruwDk/Pet8CPcvynJNrcApoZHBnupgurgGe95Xjcj4UVDmHbL4XTRysgIXksynBjtkxbwAUpVSAhv03yZfU+GiRGgG76DqL0KAKpCtlGyemsYNh2LMmbK4Oh1ZNYcZWgZA1bMja4bNW/8mazYCAKEAkZlJWAI/Y6d5nW70G/KfS+i4ahhXy+8Dzh6wnCt2u71d+B7dhU12t8tKXvhT/63/9L/zZn/2Zfl7wghfgp37qp/Bnf/Zn6LrLU1F4G7ls4Vove9nLcMcdd+jfDz74IL785S/jOc95jm4LIeAXfuEXcP/99+Nzn/vcpI1nPvOZ6LpuUi3l8ccfx2233QYAuO2223B0dISvfvWrhUfX7tOS5XLZRPRORVIsFgy2gkVp9FWHGQWTKfIDiB7qSDH4JSfn6pXWV4QXOaHZBTVq80K/zwCPW6JPC6bKkyKJiDhyRwCAgAGDWyGmMulmjPR9chHwQEgdOvRILhTXJgBPAWwhVzlxaAM+EVTGnYmCGFMEEjSMLLLyigBSSkjVZCAVXDw8kuuoTC5oIZIQtGxuK3eNLrjiCjGOCPEiNwoGtLiqihugiULN3ORBIWEeXsPP4IDRrWjx5jKtVJI4O104DJAQLjI+eiR/AJc8Al9iTCvAsHk2geoEDFEfrHfFufaik/oWILToyy02zva48vGPfxxvectbim1ve9vb8C/+xb+Y7CuxuX/6p3+607mudXm66X4LAEvuE6q4l6sBxjjS4t+ZMBvxtDFwkr2K8r4ao1qZPpniLQt7AXTAnjc7L6iXj/XoCCgDJ5k2C4aJBbnh0Se6poAFOtYFovesh9sCHXAUrmMBZglh0r7xMQKa0BzkEdyADhLGVup8C9RYUeC+8frHKvmyBL0WAJPRtTIX1qypFuvKAir2p45RyCF4EqblOOSuQ08M2UTjNaZVcS5lAsUVIgYd594d6Nycxy4WP6mNMlQvqgO8vM/FPnzNBAYNph3J6zRlBEtbBYPHeaRIodRnIbvqfSTgox/9KN7whjcUm/e6/0qXOoxqypoAAAfiUEsu44QeDjETGZyxWxp2tmgbarl6vhOFvus75wFEyZ7iQTVUud00IoeMGYaDmQMsk7126tK7xycAAGb3OdGRKSK51DDxzPUV7whZzLu5VCRkC2b9kFCwOYqxrNl863WCq45VHazn8uV9q84hgLPcCZJSZ+e8Pzm9AZ+8ak9YSoANuWv1Nc/n03tI5+bmedzWFtJhJo2GytYMHpNov5zHpLtR55nEYWQUQhgUEMwvxRTgobZ72IIS5bsV9TzklOExru/RGYRtJex2muMccuONN+J7vud7im3XX389brnllsn2K00uG8hz44034sYbb9S/f+ZnfgY/+qM/Wuxz991341WvehVe85rXNNs4ODjA7bffjoceeggvf/nLAVBuh4ceegj33nsvAOD222/HYrHAQw89hHvuuQcA8Oijj+Lzn/887rzzzlO4slJoEbzg32O1vRZJUuiL0J2aVl60X7AzGJlHYoVAAE/fHTK1z1RaYW8uyThpW6h6wuZZpusUDAEynT0x/BDcmEunwxiLbAh6VxmDAjrMxLFSJbKMSlM+IAKYPDoyjFkiEnxKGF0miYYkrJ28T4u6D4CqufBX0Xk2AjhTgwOBcNXiySatJICHWDx0jT0kmZuUz9VrRQbJyMjnfBc8HilFdI5AMLk/wrwJfK9kwQDwQsUv1RCQ3AghBjgn3nm7eKS8F3bE61wTAjwlt4BzR4VXq0yw2Za58L/Tll1jc1MCXvziF+PDH/5wsf3pFpt7pcjTVfcr0CM6khfFQatlENht86R43wMxIjl510fE5PU9lfxZBASjePdrLyLlQJnmXOmExs3HBRCYQMnaa5ZNe6Ej7UTO50bHH6neERaTgj7oAI9iDphjcSoAlIDgBgLIEBANGGL7IUuTIlzLGqqT/k+XMpJnxxvYSQAeSpEfC2ZSHUo1CWeqrt9WLJQxAIBFJ9fE7J2ZJNAaFh0zwK7GvT+n+ZIkX1xdqKBIBAthHJU2R+te574aIKhox87rkoenXHjI+eyC9bRt/Zg2+jCakgD80A/9ED74wQ8W2/e6/wqTmZw1GeCZLq7pXaA3N6kbcDBrW3JQUTtOj60BS9um/d1V/fBYEAEieXZwgs+dbaf6GbVMiJzPzTf2yQvqpOAF2Xb8JaaVpgxILval0ZEtvWh1Se5L1gWzzBXbVgW41ddxXMnn9QoiAFRkYG0OIwAW5LJzHTFyMsCTc/zkELtJu6l1jZis0ey1qn7WZ9ICPXldKHmjdBgN+DcH8HRGL4v4hEmOOXXetiTVz4NHzsFjK4b2k3eAxpGuR9YI69hgpyWttd22x10LcsUkXr7llltwyy23FNsWiwVuu+02fMd3fIdue+lLX4of+7EfU0P+vvvuw6tf/Wq84AUvwAtf+ELcf//9eOqpp3RxcPPNN+O1r30t7rvvPjzjGc/ATTfdhDe84Q248847ZxNvXqo0WR/84kk+FdpPSMMg5NZS7oxn2AIrDh0iBn5pS4aFKC5l8bgDLoN+TkGjen9JCip/21K/nSNP4yItscBBYZBSGfUxAzxaInbIYQmqUFe0+IhA5InMe5koO10oyHkFYNKQNSnVDV+AOzQmCZ5HRlg31tyTFzkp6JMKEEJCpkQROjH0nSjMMjmajFGMo3qzibJ+hJRWsIpOqowFR/ercwtNJOrh0ac+G+fM1OndEl1aILjReHMDG7Hl4o6qcnXo+Fwx9prQme7tCkm9rW1wxjKo5BlLCEg+IEYTCgJJ+lc9b8Xf7fweZyW7Knsgoe/7IvnanNjYXJEQAv7Lf/kveNe73oXVanVFUzevRHk66f5M4ScgOzn6RFBYi2zr/AEAef96eLc0lTpG3rdTA9E5ryxDoFz8i5AOk0V2+W5qcndm2HjWUwRMl/oQQAbqFeToGJzudE4igFuAbQ/gkA3Rsmw7ooADQX+2DHMFejCw57TbiiFo9VLLvzsH/kzYQMreCQXAk68v91N0u0jnD9TwzjnTIsZwkXQwoi7idAxd1wwbE50bOZQgBJoL4JELIbglehAQEdDKh5RDpCzjSK7F3iMLtFGYtcwZOaG4XeApaMkLwo4XH73PwEgw5zoLWzqixWLYRva6/2oUAUdISlaP3Yee+x7ACCQgGRaKQ6x0w2aGidin5ReUVzHb+AM8ega5Pelz/qbZpgGq8rVNRRgZju072i+ft5kQGQAlT2dGkPSBmaLbiWVueG4rE0LaL96uAE/r/cmFCOz58mlzWoEW4ELHWWeGMGwNwCGgioJG09C0ei6yz6AFGi3AY39Khy3QI8+jZcPX1+L9gYKANcBTM77keGHxbNK9MgYSPpiBngwu1UC/nsteDzwkpoIAx7NbB1BRnd2OuxT5+Mc/fmkNnJFcMSDPtvLZz34WTzzxhP79yle+El/5ylfw1re+FY899hie//zn46Mf/WiRkPOd73wnvPe45557sFqtcPfdd+Pd7373qfeVjNlth7jtHbDbyMiPig5PRRJ1laFfAvDYyi8Foq3bQuGZlUooAq506NkfnJArk5CIgdweiIiEEcktDABBBr2EbSUGsMoRqfpgfl8nLSJqCwDwrJhEYSVHtMPElVRqwMLS9OlnTtpGYXLtiVM8xJE9xxm8sswoWogFjGhVXyOPQ7nNTmgJnsPEamBGWi+vW4+vQuQssFWezBeKOyISuJSiqYIzlbMM49o1meZxDpHYXCuvec1r8LznPQ9vetOb9kb+KcrVovt1IWDCHoFsaBLw0Bf6fcLYVDCkr9rOjMJkDW8AtWEaq++VPegWCL5XQKluJ+uUHG4GZk/aXHFyrphGePTIRrT0hthHev0VcNSSiIj12t3uW+r5S9E00VzrOiZiPQcAWY+K4S1g3BRczw4cAOX91hnKhLMhh0fRuBMwKKXs5xYz0qdN37UWCfbZss+kdUYICAnAVALtiudcz3NGztJLiNbaWva6/0qRSm+qQ7TX7SKicwVk8WDWlyObyWkokByzKacJJueg1AUDH03vQ4wD/xyRnAeiB1ybySjX1GII1fsKo8UCOoWlq3+UDBaA7FsNC95aW9qQp7ovBujZIK2w17bUtmeHoroiAyLTfdqMmvrc+W+zTfL9MKBdAjdmtwaINnfOeu0mOrwEesQS71nf1sfl51qcJ3SM19QbxZpJ7n0T6CMAxqEMpcqsJRmDHjV7yLJUdQxdNO8WVVBEss+o7dbUQXySsmfyrJcrGuRp5WJobbv33nvVu9uSw8NDPPDAA3jggQdOsHfbi+RPsAyf4kVgr+/E6GfDUbyw0fEkJZ47ZluU7QlY0qHzB+j8Ej3Tu8V7F0BMmxFE17dhQfn8tPgn9gnl0ekSAwLghb0CFAERwwQ40iSUziOlAVGYPJ5DBTg/AVi5ERNE6P4lg6dPOVwLeqXyj9TINhHGEYnLXSL3EWSYw2VGDzAU02DO1RA1n4WEaMW0oqz4SPATwzloyXobYuWTR48OXSLPr3eOCtqnHK4XGPzK5Wn5eFbC9p5GUEJmhw7RUxUXuB5OKwXIve1MG5S401bOkXwYtHCzHqYc7rGNtEIzTlt2Z/JsL1dzbO7VJFey7hdqd2L2QM2SkFxjDh69ZwOPc1vFeAERAS6yhw7iye0J/EnGeEojIhboDKgSY1T2h+xr9Y13fQFEWACncwsgAb1bYnQrBRFivMD9W8LSslOKCG5AdBEuSbLfLusOf0C6SZhHcYTvejVCSa/QcSGuij5HFzUUTcc1STEBXjC5HhLqXEskH+jMEsTuVx6zTiTZsobYstikxsJ2CZysM9/nA2XK6lyIHKpGc/GB7lckb0bUqpT5nD1SOoIwYVPycN0NenyPJTp2miBBHScAJotdm8g7P2+ZlZBDjyX5apnMW9qjZ4XnuzTC+3Nwrmcbo7z+bRbKJym7M3m2l73uP3vZXJ2nBMgni25lfRgwhW1NCf9pL4qnUuvasp+dnssnAH6BGAd43+d8bJqaoMU3hPY/tzllkhTfV6Bqq83cZ9ITUBZOh3VVtcprrRft1sksTJR83CbZZp95IGgGgJkZQz2n9teC6E7bswBP/TwVfa4ex2303BywJ3aB6NssJTMthwGXOdTWFaWx59oIwmkC8hI0nZ7fnE+fJc4Xpfl/OBJEHcynLzHtCPKcYZn3yylXNMhzNUvh8TNJtqYlr3kR7fIElUOU+iI3DXmA87GyEAcqBNVQ+3p/gN4v0btDpXf3CBixApV1XamBKC8s9UiAHjk3/d/DI8IpoONtVQ/D5rHeleR6BkGGnLcGnhMxcwiWxyScTPazAI+MT3QRXfLMvvGafHnK9XGqAKyX1gIuSbwFnDsnmBA2uS6bgyHGQavgaPnDNML5g4yCr1H+dCU9utRzXzuMCQQQmfuv99l4czu+r51bYOGvI88RG+oeHkce6D2Ffoxuobk+dDSY3aWVWarcR5C8GEbR6/NVjayODydftmV197KXa0FIZ063W1226GCS0T+FmC5Awmk6oWKjR3KSUysDPfJTFuQdg+QUygPdVwxDpfRX7CHQ2QAHeFC1rM4fYAweKR7RFOTPFQay5FgLblDjNiauDOWXWPhzORIijXo+gAzQzi9JFzDQFbksbEwDJ/AXJ4GAK1H/dpxUPjZ0CS3oKQ+bhOcKFD3dNx+TEqVClXmgZRhGM+a55ZK9acORCeBZchjVAjZkVRk4vkffXYeO9xNgPSEiOAp5HtNKnS+AuYcpIMUjOJ9D4Xq35IpcHYK5nryYKMOwbJtUgCGD+8W1W1aXAXiknRi5+ltcwcHRPGSBK85F55AZPJcD7N/LtSDTBa4y0BuLUXEmJnaiaWjJlpKYpa1hKo1ckjXQk5iRLfo9Su5LSVI7cx7LfNwGRLAMfW3HvMf0DjILxizOaQxFvx6fhZbXHDXTJl9LFvP7nD4onKMV4LUG/FrPDJrrT31OjzmAp/hd9NqGZ0fu3TrdZ5lZ9Xnys1w+0xac3/oai5PSnMKNVV/yGIhTt7D/p0zN8hr2cqXKHuQ5AyEKuleAoZbMlii3SW4aWcgDvKCWicQNSJ68wuWxQrVboHNLU6Kbyp+PnNwyIiK5gAAub44IbzynEqbl4dkodwxCRGKguDRh10jfPSSOk/JNJHfExvEKIVIfEQXsWVDVKAyIbgFn0HZp22NKo008spKQzkNAk+wBagW21cZ9SUk3IBpMkknOwSB/S+Uw8WrCOTi3NInK2ko4j6nT3iZ+PnzylKcBFjiL5b1xUIBn6W7ILC8E7fPoe/jYs9FtEgpC7ksGeHq3xITymYARq2LCEY/NHD31ciVbtnIW4VotuVpic/dygpJyplcLAMsiQDxuxJz06PwRoh8R/AFSvICUVoiJjH8BAlKKCogAmVkCsyBXtoTrkVzEGI+Q872Uhhm1QQwRYS8SvLxEdAOXXu2NsZedAwAt+se0wlE6jx5LBfRlTuq7c6oPpJS2BYc7R2WLEYHkI44C6bGQRqoCWC/IdGiJ0ZlMxSv5GeEhedhGAH2ikDBhcVrPv1DEBeChDBwE7kjbFvSX0rm1LqMk2NAxIbCDwHPvF8RkcUs4R7wll7JB3nWH6PwBFv6c7keVwyixdGSnz5hWGKNUVew4ifYIoOO5ZZFBIi5CUIyXqYwpVP78bMp96fW+CPUfADktYA33Mg9DBhyJiYYU4Lrr0PlDyvfHAJfYODUzmEdOOjS53ychl8spu9f9V4bMhzjlnI/bLkaLROZsWyJRIn0vISkcPr8OYBBmg5y77EOL0cPnr4CeSbszwM8kNEiuRbfPAT3t66/DO4vFPcqEwvl7aS+Y65V3X3TtTIL8SehceV05d5HIthzOluTQqVb+nemabHu2lxxfg3Q147fFDKuvtWDpopzXi3UCwsbnW89JLhJzTX6WxWN/lm11W79Ppy0J80UXNh13Lcge5DlFqRW0VPSwL7D3PWKSEroVTQ7yc2EYMws4Cf/xASlyWVZ3xJ4/YqV4TyyejqndC3eIg3SOIJlE7QUQSDSEp9RrHDEgpYO11yVgiPYyZUDKJ48IQZw7ZvJEYrnEBCrL6ilhp2cPC4PZHXo1EHtX5rGpJRJCBJco1EneVwF4ekeLgZhoW0AO1YqIWjJ3TnJyTS5VHgXgGYyhT2FaACAMHu8PmGnT65jYcdO8QhtKy1ovt1Yo68gwl6SbB+mcgjwJUa/NuwUv4DwtsniAyYvLLB4GeOyzJV765LjfqZ5sMsJv78k2tNGzkF3Dta4NVb+X05E6XDaLff+F9SIVqaiE66CgkH3PLPtBWBoeQQEejwW858S30SvwLGFStWdXdBkABZI9FjQ/+AOMboFi7nHZoTCmFXxaULLolNvtuJJM72iBH+IKQ7xgrp3mBM9gTfIRPh5xYt+BZg9fB2zlBU7NuLTXEtwIpB7KLUxQyrl3LsP+iVqg44q6Wcp/oe8yQF5LXvAQGGPLzzvneQwzyJG4NceAmYQyLbobCuYk9YFC2GIaMKaVhlVZgIU+FBrX8bwiLB46NujV6LHo9ZnQnEAJ2h+bn08BNBNirXl27EI3RXZoBDh/iM6fQ9+dw8KfU4CLds5jSG1HZLbA6S0Kdg3X2uv+vZRCrGQNWzTsHQozBcDhV+IQE2kVndhuMSzvoBzTyGviSrBgHZulBnvmWCet8ygYZYGumf5b/VCft2QJZUAhL6ynIWu5wlX7XBZ4aYFrrX425+WKQZOdmLUDU/aZv38WENMEyvacM0pp3f2dA/Ekj6leQ+N5s0zU7ViUHpJsuWbxXC2SsNvMcq3o/qvnTj5NxC6ILYNk7qUi5kUOQtIcMmxEW7S1TkAmuSE6t+DQIA8bKkQewZKGV6P3c+KN9ppMOEZ5ZoDAAh6lYWkNTUuLt9/Z3zexRrxrlNi1Xl3ksK3Sk1v+bpWlrZhivROU6JpCL1rUSupHHvldpPSgMLtLgBr+R0FfCwMMtgMYZOHlHd17+2z5yqvefFYrtF+kBcSdtaSUKD73mJ/L5gbey1Uu8l7aaomlyLsmwC8toBe6f9a3DJJr0kNfGc0kou87DQltG+LF8RL6VBmFjp0BrgAU/GQ+GNMKIQ0IGBEgQERH+oYZJhq3j1InyDXZOU7YPNPQ5ewBpfMz+OIYkjHAfNbfZWp50fmeAZ+8v2bJKRhC2k6RL69dHTOlqLl49F6IPp0sujoNl5YQLQF4tD1EDdOK7Eyox4J+CiN2gTKMNygDSfavPcB1+JfN6ZCvt/Qw23nMOilyWwt4Bp3y/t1sm2chu+j9mIjhda3Jz/7sz8I5h/vvv3/jvg888ACe+9zn4vDwEHfccQc+/elPF99fvHgRr3/963HLLbfghhtuwD333IPHH3/8xPo6721vF8U4/glKlknZVlTnXg43zaGRug1liGa2YdeFrk9tXjAoOmGGTvbbHC50KVIwSc1nTuq1SdYvXalrnAAKgKapMHPYtLJVV+i00hExtUHrv7eRzftPn4t6vWLXC3P3sHVPd5G4oW3q17bpErYfqykYWD/v1fdnCKHEyZO6/edakD2T5xSkxeDRhLdcSjshwvsFfBoRnV9L/RQGiJYPZw9C50ZEDr0J7H1LlaHXYaGfRTpAjw4jArzzGBwZmKJItUqKCTvQa+LcN74yrgW8sApegCPyGhOTh+jnwVA2OdM7/x3jwGFblK8huJ6ZJDxRJBkH8PltGJyfvLRq35v3WLMXuLLKi3pyHZUxDxhoUSM5Kdhza9Fx+eSEZYvpYknAOA7BstVp7LNi+1U+R0Hz/6iR7npl8RykA3T8ChNLbEDvDtG5BUbjBQZCLm3sMpOncwssUi57K2F8QLs8s3inaxqnXE9+OqZyFkZ/wm6Ty7Wh6vdyupJB4w7Q94LAkA7JL5EQ0ftDpC5iSAOsQQhIomEKC3Bpmqhf6PGOgaPeR4z+IlIYkTBoH6TMqryXKRGwIUBJDtuUsB0CnawDQY4LaUV6yA3K2FBwh/vbmd9HZjaKUB6xhc5TUfKyeSDGfjYXm4xlwIDIjE5ib47MSinrplpOUF3xJSVi8QiTc2RwRMCj4tPyBgvQLyyklIEuGUNvkiCD73/neiy6G3DgzmlYbICErMncIvndcj4eD09zYTzieRMK/GWGZ2DW0KBzkRwn4b3C5qF5oFcwzivIWFL85bmx59G5j1lBzi3Qd9eh51AtYvIc8r6YzABqS5yy/r9WqPeXKr/zO7+DT33qU3jWs561cd8PfehDuO+++/Ce97wHd9xxB+6//37cfffdePTRR/FN3/RNAIA3vvGN+MhHPoIHH3wQN998M+6991684hWvwH/9r//1FK8iszBEf1rGTetRqNmRwu2mv4VBEqEVoyA2OYVoSkbKCLJPk+bJnIZiTcM9a6Bmyv4s9U4rDGrK3GmxbWp2zvHAoABxFNfAr21rU54gB1+EgxX62JmwrOIgaXMzwDM5tOEMsX/P6fWW1KFq9XfrziPXLJEONWOo1Wfbhh3nog9Sbp0L+EROFm7XEdH0zTqoT1ImDvjGOLTH7XR1c0o7hmtdIwD/HuS5BCmrrMwbiSKi/CQEq3M9Invp5ghnmosheQ3NAcfUUlLMRfaUwhdAg1ZBScT2WKSS6bHAEiNWbOh37KUYi0kquoiYyDB2oKTLLfGu07At2quDVIMSI9MhVvpuqugSIkLkyi+O8hMgEcjUYZEnMwaXqPKLACXJtFXfK0vSl5/Z2I8cmhVB1HnyXq+MJ6dFxfVIyCUHrSGevbBTBpaOrXqhTRiZCR2wClsWDb3kdUgLLLDQ6lxwYGbWSu97Dv+QxVbPC7KFMoF0HClzyMQbb++Vc14Td3rbhninOf681rdn5dWd+hP2spezk5ZRJSAs3CElmu9WpHPiEUK8QAsIU/3I+1xlSxbYtRCAAyQftMIV5fnJrCBlDXHuNWLi5ATKsh/NEwdIBrgQ3aVVBMMI544Q/UB6hcOsencIx0sfB4/gc/JlOxYCSklYMV3/iBEr9ACcLz2+dR6DBArR8qkD0DPQ0wOOw89Yo8tRovul6oZ8ghsV4BndqCDS6AaUeW061WHK4IkrhDRSuB2iCZ8iPSgioXEdgypLfwN6kM6mvgWMacAQzyOmUdul83oFyyT3h+ZJMhVOYgrwDhjTRQKeeEHhfQ/HgB64KAAQ4CDJ+vuislewlWbEKWSqq0lVx2zXeHi/RN8dYtGd0/xCcr8E5LeL2rOSiNnIiL2wfPGLX8Qb3vAG/MEf/AF++Id/eOP+73jHO/C6170Or3nNawAA73nPe/CRj3wE73vf+/BLv/RLePLJJ/He974XH/zgB/GSl7wEAPD+978f3/md34lPfepTeNGLXnSq1yOgTtJnnr8wpainC94W44C0h1PHZg0YjQAnTnZJHFwxgz3OT5hAloneWnBvXIRXNpQ4LSfrUqvPDTBQMOArRpDdniVUP0XKcLMaXLLbbZuy1pE+F/2fc2YbBlBZIbAEeFp5buZ0TrkmazMldd+UQ9VaMtdO/l4aNu0ZwCeLn4zppO+Vk1ocPBbsCZNnKhSO6Embx5BNwGkd6VCc5wz1PrB7moY9k2cvlyw5xMVUhQI48aLkThnhY8683xKbdFjCcpCAgAU6N7KBJ+W/OXRIvLW8iJdwLamOhQQs3BKDIwP0yD0FIE8IFggh7+MBgiMl4qSqlWXOIFPX7StOBjP3Eb1+V+YcECUXNJ8B4gUkHylppwtIWCJgKEqqZzZP7u+IREpGUfGEkHKyTWHxBAwTcCdgxJguYowZ4AmpvC9iTMcImug1n8b0VVL2FjgUShYfKBVncBJOocsR5LK2GboQBs4iLYnFY6pzgatz9Skb8TbESvIsUBsUOkDHy7PVClEwYQkGOLSJO4vKXA6AKT1ce4pPW3ZV9teGqt/LWUkOn+GwTXToACQs0PtzSIkZOMZAsgmWnWNnQPJ5oZ0ikguQKdtxXp3OLymhc2QmpvHoSltU9XDA6DinCgM/QE4QXVPh+ULoWNaBMQ7oOaeL1cN8kRjdCtENWrExgJiBwuYRoGEE9VUmA5obcp4YO44peQWnMkDeQ7L2kNZ0CIkqPY6JcrRF9u5lFg/PAQ2AR0LRyuTDmUklSfdDNHlz4JUVk73pufKWc5Q7TQoedKmnXELc55BWGMJFLS0vYwA39cY7lwEeSgLNLCCMzOSR8vYLXgxkcAYAhVZpBawMSMlcQ+ysrN9FIig0LUbK/+T9Ep0/JPYO5+KxoJHV9GddYTFin5NnncQY8apXvQq/+Iu/iO/+7u/euP/R0REefvhhvPnNb9Zt3nvcdddd+OQnPwkAePjhhzEMA+666y7d53nPex6e85zn4JOf/GQT5FmtVlitVvr31772te0uICXAMRgDWYSWP61NVYTUqJ4djb4Vdlks204RCcRaozwxgAMVBpnoycqZV3a3BHdaVROz2Hclh3OKiD5oMURqBsh02Kbg1nS/0Nhfzm3/MkmsG0CP7SuA0i7UvrarounvsOM5D+60RGxlO+60bZ55ks8dUANaWerj52xaXd3kc+gcbMerxdSyMgWBbDSDbLM/pR0L8tlnrn2eqeQIC0yAU9uGjLGeAzLOezfrlSZ7kOeURV5CyaHToaPwJSzg3aChVilWyLsoKZN82KGi1TsGb9TQaihdAxBRRKwEONG/Pi0KD17inAP6YUq7GMZd6gGXvRSb8uPYqh+Jw7ckCbCG/1Rl2OW8IY2Inkr4Bj8wOMbVoBwY6Mm0+zFFdAzwRFZGIRE3aTTFZoW9M6SLDAxRzglKfjlgDBeo3Thw3ztIyJXmTaD5FmIMWGVLwFNbbOLQaHJDjG7URUe0QJtlLqknNpe170CleOu8EPXEqd508IIq5TC74n4JVFLlRJJQMQF4JMdEZ1SIPAlzlcVOW2RRt8uRe9nLpUrT6LX61y3Q+yViGtF3hwSEpItIUq0PC/S6eGBWne80GT0gRlin58uhugukVJbgtro1ImJMF5EgrM0w0c1AaQh6kKc6MXtFvus5zCizUglk7h1V7QpYaZhrxyACnadTsBkJCvSogwL1XBAR3ACHFRm4xtCNLnKZ4ogxcS6eBMB1CKwDRPcXTEkD8gc3kt5n/d9KZJlS1GpamgDfsBk1tE0cB3wPpJLWwh1qSKzo9JgGjPGoAI06d1ACbPL8FEZ84PHo2CEigFKn26wxLuES3kl/ewPIxOJZcbyfPi9SIQt54UTVtA45mfRSnQ6033zy6rOQ3an314bu/9Vf/VX0fY+f//mf32r/J554AiEE3HrrrcX2W2+9FX/5l38JAHjsscdwcHCAb/iGb5js89hjjzXbffvb345f/uVfPv4FWLGMG8hCVBBjy6AwjIMCdNEyHACDwUXCX8MQIkNvoMU6hOVM+lL1kfOTQhoFyFSBD+sZIS0dBL02bpz+LBbeLYtzytqZhhzNAzx2G+mhDISsCxebgNQF2FOKa9qshgW/BuDZPMbzufLaMsfQqcCdufYa96MOVZNrWd+nKcAn83M9vq3nrjUec9dWnjMQuIMpcDrPkCrfL/qOUyGfUTjUnsmzXvYgzxmIZeGIYvRWkfHkUVMsJ7G9FXpeK8hWvKqIr47zSJTjxyF7j815BMCJKVCumkSUVbhRcwPFKsSolqlXgEOH+JrJ4O8mhixARqZLBEcpoOKtV5xz2Cg7hkLmApe2FL/eKCrAleNpcxpofoSYFydCfayRcxq/qLTdOT1mvfN0PaEY19Y42uACG65Vg0iZpTWdNWWBOCfbADBzMbdlCFpOymnBr7mcPqbxjeffy16uPrHvZw5ftIadwLIK1voesVFlT/LpRMe6BrniVmZfdMjhVrSADynn5ZF2rChoUhn89vuWWKMy07Rz0mSZvyh0Mxv9ieeObLr7Yq4hdpIxECt1FsFADgjc6LAgQD9ZPZ7QQfQ/sTbtdwLr1yIs1cg5cmwJWgVCHIBkmFQWcNcFn4xJmOwj1Sbt3G51u46vaWvSz8pTLwwp+c4ysqJDcZ/k3kkIcdmuCdUyBRpk3OWnXJNlL3hmnNVtXi6AZy+lfOADH8A/+Sf/RP/+yEc+gl//9V/HI488AucaK+0zlDe/+c2477779O+vfe1rePazn71TW7LIpPeD2QcGgKj3KxbAwuIBCoBHAR+zsJdy00mB5k6BHQuQN8NuCjuuZJZM9y2lZJnMgz1ynnXskOl45Hbb/SiBo6yH5oGejddT6YvpeqXNUtkV4Jln3qxnBOk51oA7rRwwRa6huVA1891x+uDMLGqft3n2Vs0Wa4nMFZYd102A09R4tlqsKQJ2zn4OkDXTLsddC7IHeU5JaoOn8L6CS9K6BSdGzJQ+Mdw8h+wEjOgZ0Oga6+OWsXUcyly9+AiF14OM4GDOEQlpAZANZZP1QKAhzRUQDUUWQGbw+MwIKY1+8TJHTkhJ4Wy9p98pq+khfAqawJp6MQIOOOLkjwKARORcDMGNurcAPGNaYYjnlT5PyTXH3FfOb2ENbQXmktfr0/GInKTPZwUszB7KHxRmx5FYPFy2XdlU2VjvjOe4JQLaiZSU384Y6V3hAcjAUuBEp5VBBMMGkvsnf8MmTb28SnNXRH8PO+1lN5F3aDvmmkOnSYh7f0CAciA2YUwjJcz1BHZICI2HR4BHwMqAK97MJ6KfuCS2MbIkFEvmlJCG4mG3SeVzMtBQLOo79EguFAa3ACICXNO5xNOdmUMhreBSnjtsyKd3I0I64nYGpNRDWEqWbSKsGyRokYDaqSBsHoa/8vUJxGNCiy2TUyuGmao5Vr8S0E+hWqLnJfRV5gYBomQuyfl1pvnNRjcgxaAsGdLpBxkQMvvWQJDk74EHnGHZSCicc54BMV/OtybhsvQ3JQvQdczQNKFcaUDkZymmMZ/HH6D3S52HhKXWMpZ1vhHPMzxwiiFcEftwLZGXvexluOOOO/TvBx98EF/+8pfxnOc8R7eFEPALv/ALuP/++/G5z31u0sYzn/lMdF03qZT1+OOP47bbbgMA3HbbbTg6OsJXv/rVgs1j96lluVxiuVw2v9tVZFE6l7cm8TOcARa7GJ8+NZMFfApwZkGcQ7nKNAot/9Ucc2YbdkkBBCvAkq+vtfg+Tpvz2yy4sR3QA7TBGCttJ/QM+3wDwKM291qAZ248yus6rpTPh5zDF9spv1Ne19Tjtl4aeZGQw/Qs4DPbxwpY1PFIMTNt7DUkx2sHYvNAHRxlhIgFvlqsqUk/zkDD7pk862UP8pygkDdy/gWWEtWBX9RJDgQIUDAguV7p7jYngdLjK5kgrToplTTqDDzYSlRd0Q8xvEMa1Rgm4zrmCl8sZV4b8YjyIiAOBchjGTydX9KV+KX2PyViyIQ0IgbOX1AlHx1dD+c7Cg0w15bzLJSTg15vVVFLxzoNGOMFjPEIY7gw8U6LUa8lYh0b2RquJbkLGOBhD09IHbpEDKjeRQXL4NoTrYwzeZYzcAagqIhiF1HkY9JlS64WY8Ah6wm2kviJoMsImptCxkRAOtlXK69AGAR5UeJdRzkxtvWQnJJy3YM8ezkz0cVBBWDUjAmECftScqN4rsiX0hFiPEJ0PWIa4FMP55bMzrAMEAEjBm1LwRh/gBBz1STtE+sc6II964ZgqjrJgl6qK+bL9Fh05/L16LEU5tS5BTrOyyPJ9wHK3zOC9NXo6ZrFQO1cj+QPNFSpxVrN5+P0wA7wXNlmgXKRGJEQ3dA8vr4fBJqBwWxbQXFoshwp8X4GvurcNuSICRjiBYzhAkJcmbDYMpRLk18D6P0BgIPG9UadO22oVEweYzwq9LlNrp/vcwbqPIN/HTNv6mSwAN3f3i81gX5KnJ1ImK1RQCuaszsO06rH6nKzePYgT5Ybb7wRN954o/79Mz/zM/jRH/3RYp+7774br3rVqzSpci0HBwe4/fbb8dBDD+HlL385AMrr89BDD+Hee+8FANx+++1YLBZ46KGHcM899wAAHn30UXz+85/HnXfeeQpX1hK7KBU7eO5ZrHMEbmOvRCAlJIMgOUzZPWkt0H/p5d5LO07a2wYw2K5PpRjq/DH6tQ7smWPt1N/VjPXiXBPQAtgI8NTjsybaITtrbBhztpLXS/lcJaQikXeWXMGs3Jalvqf50WOQqAn4mONngMXpjqZQjUucj0pCtWDeqQYzrDXmTQDp9GUP8qyXPchzCrJJ8Vr2TBEOZBD6kEZ0acDIiwKZwPq0gGRVF/ZMKZSc0xrOAhiMCOjRQdktTjwcWal5nz3CkkjSO08AgItU7t1eK8ijK/kIxOsplUhiYZhmyrewY2wegFQpV5v0EygNyRrsEq9vmgHZNnkZ7D0QtkrPHtDOLXMfbVljR0nKkGS8CPmOSVg+XA5e8lfwz3oMdRwhnuWx8PaW1QRCcT91IeGmC6WMsPfm+ByCRx7oWABMY7pIv0dmFkwmHBNqiE6BS/Hwl+eur/GUSylWIN5xjtzLXnaVdXlUgMy4qPeRClgpsM6MRwhphGcwBsjsPXm3JalxlKTGyo6hCkql8ZUrHnnWF2M8UgCBcs2MiMyokUTPwY2Fjrb6D8j5WiIDPQLuRBPmGRmoV/YLMghMFcQiunSgIH6MA6IfaJzq8WOgp8OAJKXKQTpHx8WNGDEW77+DR4+eK1OWpk5MzDqV/EJ8Hjm3gc7VqHbslOj9gd5PCe0dwwUM8QIB/T73Pzi6vsFRxUYxzBfdDToedRl1mUPl/nCHMMIjGDbUovMAcuhUqJwDBMwcTBZhcv+0+iZK0EaSLcuzYZ/X2sPeskFsaFe5wMlshJMWurY9zNOSW265BbfcckuxbbFY4LbbbsN3fMd36LaXvvSl+LEf+zEFce677z68+tWvxgte8AK88IUvxP3334+nnnpKgaGbb74Zr33ta3HffffhGc94Bm666Sa84Q1vwJ133nnqlbXQWEDnMJNqV8SmPeLWPC+1rZIZzQz4MNhD+24DAkxlXXoFe855mXuXtmGWdpiCGVa2AWpIakdia76ba3sbgKcdarYhPGsL8Cufrx6vDPYUQA87S6Si8nFkCtLl8Z9e2/TY3N8pm2teLGusPSY5H1XkPglwWQI90+M2sKbOMC2DrP12Oe5akD3Ic4qy7YJTvIvyMkvIT3ArOO8xphWDBF5LiQNQo9rGzlPIUz6vEN5zcmICBEYOBRtdpvBb9or0X0KhHDrEBHgzL+Y8Mzn8SVggklQyxCNQGVdT9cnkkpBwKPqiR0oL8qp2lOdFPIkAGHBhL6nxGue+SkhWmS8iVxfLyrxg6rgFeg/tRxlWwNR0HRM7KY0FwBPTqhjL4Ef4tCCgDB6Bx1pCpupxVCp9kS+hZHtJ+MLoegqlEMPdsHliyjkm6ufBjhVczk0UTbiBgHQSLscdmUhC0Jwi0n+gBMLku7OQPZNnL5db2qy5XKWpYAq6rINiXCFGjxBXxHThRYxj47LHkmq+uIHZJRGOE/jTeTt4Kadu5gJhgCbD0hzjRa2KQSDLoGwRxKMMGnnRjUstlw4AQzpP7aRcJYcAF8P+S5HKjbNx2/sDdFxGXPRtSpEd5SY81JVhU7bKlR3LcnwjCOJZUUgULzKk8lfv+jJfgjnOnmMCdBiWk4BoPTN58j4EzhyFp/R6ve913hzSRQDAmFY6XjKeHQViY0wrHMWvAwkY4woavpeO9N5I7iKaC3p0PmLRHSqj0rkOKa60vxb807nDXg87MmxZdakwpk6acBEpDfBumathNsCdmiE7lQ152k5AdmXy7CXLZz/7WTzxxBP69ytf+Up85StfwVvf+lY89thjeP7zn4+PfvSjRTLmd77znfDe45577sFqtcLdd9+Nd7/73aff2Q0AiUj9XNKiHW080DIYq4V8mZhZqnEBAIUhuvr535K5Ukq58N8EAs1LZvqsl01Az/b9KIGIbYCeeYCnaLcCeCxDfbv8O/aErXN0a84vFcHk/Nga6KkBxLL96X2Zjv2UcVbu02bot9u00QtTpo0APZZ9NAF6II7cmiW0lytd9iDPZZDsIZxWpFCDDplCT6EzHsktEFOpMOLkpbOKsDSIIxI85yew+XQKhswk7CsARd4Vbsu0ncGJOPmQAh4BdM1QNssK4V8K6rjvFtkrreyfXLa2Rvz1mrSsLIAK3CH/YsfwD5UhdskXE5XNdeCsUt6IbFeLFpOnyIMWKQ7k9fat8ICGErUAj+STiMrU8sVx0yTYci9C/unkvlsmlhj4UiFmt/LnrUVYvlfuVAGVtDPIs4d59nIyUr8zAli03gug0uXM3gh+LHRGTrRe6n2qLmVDs9Yn39dj44ikAK7oZ+67i7lkOhaUAg0dOvTwIBZNcocYcZGAAAzwGBQkEH1H+m9EiEAXD2gUukUG1zmXUHIBgdkiFpgChIUUUeeraY47MiORhEBsCSXbJAVTCUZ/FyxXCbEzwLZhr8Z4hJwbicD66AYFcoRB02GBHkseh8iMUNNmHAuwjnQ45clBAjq/+R63WLJlmANdc4cyzxsB9zwH8Bg4336uLBh3uWUfrnU8aeXhaW279957ldnTksPDQzzwwAN44IEHTrB328oW7wFszigCNRToUeHv7TOuC3nftFvrYxXw0eNDXuhrCFndX2OX6rlbC3qgXXWrwU6a0f8TdmmyY0Ltb547jlc1dRugp9U3Obb4u9BdlwrwlAyemi1fAF6mOlbJbpk7lzmPiV6w58uyDmSz7LA5hs9MF+pjZF3S0Hbr2Gz5PNNk5iS1M/fyaNPk0mwEx9rjrhHtvwd5TlkyaGNZD8GAAFMEV+Pghd6uDBMytuXZ1MogTD1XSl713oqnU0jzQm0nCvlF9fBRzpWGx5OBAZKO+9QxAyUDVQJcWSOfyu9S6EFKVb4H9WZnbySwmPZfDe282OjTojBQbQgbUfEHZR85R3R9WSxFAF3q2TvdTbzFcq7WOASwx9eEkWVQS8IYFnBxRPLEREouAytS9nNdLC2dP+cvKs6fBgy4yGwmjz71asjMe1Mz40ruE4FgZYWxMa0Q4orL+x5N8iHJtVKFm4DovKEshzXnL2UXuus2sittcy97uRRpvSMtUTB84q0VA4+Yjz72lNvFE7CfE/MSyJBcRIoj6byYQyg7f2DyhOV/OTS4056EeIH1VcxuOwCBj08uar60zi3Qu0McJMrNcxFfBxwwxicxJCpFLuyjkGyOnxWQVhgC6zznNaeLB9QelrkwpBEuefjUIzIDSdmVppqfgNxegG3OC6dtIcBx7oLIOk/3Rd5X8iO5KsxUWDwh5fAvz8myBTiRfYZwASEeYQznEeMKnT/H17LCUeogZc6FxXPgb8DCXYdD3IAOCwwusz+F/UShUsLiGYAUAOeQ0oquy4yJhusmmXdpseZSZvHI8yhJtiVHT+84vw5XR6T5Zcz6P17gUanDDwMSJ/kXR4Fsv1wSEbdasNRyrRj617rkfJPyd/5uFvBJ8kx1G56T9mJcWN82CS/1o2SPrMthk5kT8k05d7ScgSRthopW+K2cuXU+mlKOB+6sFzsO28kE4ElbADyz7efz2/GXeVgPF2DOMFkmawQBAatt+fxtgCc/i+W4rwd6WhLXgE1Z2omibacd9XVL/XmlsXj2zt31sgd5TlDc5MUmkQUxOOmiGPuTMCvjuYsRCCAPpyz0Ped0AcjAi4gazy+sn4QArxNKlRzRUdsDjiDVQChEJ7M3qO22565mz3hNyLWG5uk8EEemtwr4UyaA1HLAKHMVed5GIQf5WrrUK8Bjq351WNAin9k2cnyfFsi1avIxBwlIWCK66xCdMfQhRvFQgFb2fubf5foDG+NlEuvmuNhr43EMDcVJYFI+T0wj3TO30gpZ0UX0TPu3LJ6yVPGo3uHoKa+FgGASYicAj+QDomcq59RQFhDEQ035iFpstLXiXG1VnZgQy2CP6O/lDCQl1sWGvcfsug4ZDCUzzQDQDXA/v6cBIV7MII/r0aegIDUcgQ3RMdOOdan3rAv9ouqigPNTw5bEevsSv8srhBjg3AIhHiB1FKbVYYElztnmcRFPEiicLmjbpKdyie+UBoycIFRYMFRVkUOefICLXlkxY4SCQM73yuq0cwN4TEcnjot8HVSxstSvEsYqv8vYd+xQsI6SwHl9bE4yCTez/R5BYXNjvIgQLiKGp8xQRk2SPCAbxZ1fondLHLjrcJiu13DjwEmjA7OBKOxryCBcVQFojlWjCaIZ8JPnQp7LECVc7CBX1DKLlAAKsw5xpaFaThL+m0WnPNsdA2nyrNnrz884z42nLMlNx2nLI0+8L3s5S8l2zjq71bK01dmm22g/+luOz8AMtdEQw4bRMBhr2zjbnvQtVzmt2TtT4AXGiRYn/W6zb9oAUivfjWWr5PO2LtRc0jHAmW1YPOvEMuOLCAUcg8FTSAm0WXCnZbPLeZ2c2y0g+kx0W1k23U/P0Rh3/dvZ8CfZVl577oxZf2yts8r53ZzY/Mws+1b/8+9VvxWgsmuO03HebpLI92iX464F2YM8ZyTJPFKRq2xEBhFyaIwx/tOYE/jGEc6Lt80Drs9sIASlWEv8vuQPqCt8yL+AQRNBEshjSr+y17hAurmqkmd6t0jk/QlcGdC5HlJuvfMHbCAvs8dWPbyjXhOBBTkkjLzVHRZpiS4tmLkznSzEQBbPRO8I6EBCTrKZcmlfj8x6ofN4RJf3y9dkx4iTJmNQDoyGYiHoIiCX1+0B18O7A85psdDStQJcSRnlMmk0NIxBxztZkIa9rGykj24FzRPU0KnynVRXiZLnQa8hFM+Qgo5JjHxOmA0xNDJTiBYMOTE0nPl+xxCvvezl6hRr6ExDND3mKeslqJ8Np5RWCKHH6A/R+aW2QyFTQO+WXNL8IkI40vY8VyuEz+GtlFulK4x4AoMO0KWYmaVpBLjfAuY6l/vn4Sl5cWJd7MDsnQWG9BRW499wH0if5pxBC5rH4nkAAWOgJMCdWwLOsJP8Aikyg9XT/KgMT0kMrIB4hwhK9J/Q8eiwE6DS/bJdmKwAV9VykfUvAeUA6VSwo4PAppWGrZXV0DKQNTIYEuJTSEgKiMQ0UqUtR3N3QkTP97PHEou0xCJRZS2bEJp0/BFSvGBYMR5OQ8RkXu6V3StzlcxD9Cx1PM60zxiPCLiPI89HFIrcIVeNtAn/icW5UoCrfl5lzk5J2Lf2mQ7VTzsf7OeGvZyOtECT4nuL0ojNVJRcr5kUWwAUpk2qTOQJ2NmAlMyBC0XqAamqaICMDDbYfjfad9aWLBkq9X7g+Uns2nW5eY4jdfjTcaUEeMx21DoFmDJeWgyYKfgiunSWUWXG2Umahma+mhpIm4aBzY6BeRZbwAntI+DWOkbOvPPGHluyddYDPHPjcpLPyUnI+iiG9cddC7IHeU5MfPVX+6W23lwAE6+ubJOX3nqH58QaYPQSZ6DGSpnTxZQ9N543O1kKKDG5Ukl47GgyopCoDo4BJvHOCtgUNe9DKK7JC8AFrzRzOW8HMkIFmMmMnTxWeRvgVeH2mtDS7jMBeAB0JnGzeIQ70AIGIMOXro890wiT8SrunevVIKcKMjkUTf5JImibNNqyiOxzQ3ku8n2RMYtpQHAL9A3l5pFZURmNLxeUNoyjJXptheckf0c0/Wzot9xczk3BwtMWuSPHl703dy87inlX7OIWkPCVRj4zZAYcUBmyRq+oE6DSecXCWvYFheH4BA11orYZ0LW0fjBQABtqMxITkZOKatusq53VYMlnkBng5PoRMZXhQc55Ci1KA1Ia8zgZ3Zy4VRkNCdvyJpeOsGeKYWcNbzVLV411obcYDrHANbVNAHWXFsXCKrNMp0a6zAGSmF6SNrsCBKKk/JLgOnGVK++kCMCGyj68knBwrEMXqtMF4NH9UxmmKuF7+fugYBOQS6/LOETkamkS0pVtibpv61k5+Xmq5oxTXhDsc/LshaS9qK6JDMJ4a+frabGqW0C93aECeppi7aEM8BQ2tytLY1sbU8AFZSbNPPA14NXSYXn9kccE6WQW8PMAzwbAY9K3DHBt7s9mG3PKpOqb46/nLkK12kBPK78PsBl0zH3Kz2IGejC5BxngaY1D3b78HQ0a1T7GAjw1e6d1H+17Q320p7BrodNj7NcSHRWhOPZxe5BnL5tEjKD80xcvRwsBlZCXyEa8GlXFQmEA2ABO1S1q54phJZhGwHXo/AFVM8ECHjnZpUgAlcsW5oZ4+uzEYcGdnCyTPLoCVLhEyS11YnIeyQcgAouOwrASIlz0CBzfn5ihJKwU561S4Xw/kDCrHgdpqYsLQBbyPAm4qPsDHeIapVIb1ZKQc65tOGBMHoEBjaAJNocc1mQSZIoh7t0B+o69tt05yuXglvw5JPAq9drviACPDslF+OSRpBxxDdClEYhUo8S7FVzy6LFE5xaqeD2HRXTo0fslOr9E5w8QAudHkspdZhFoATT7LAkrjCilXrdHRLg0wKceCV5LseuzMsMukgnhNKW4f8eQvaG/l50kJSRHpXQlB5lUJuq4op6oHQGW5XcggwUiov9SipqAOaQRHScRzswWZk06r2we7yj0yPtcSYoYnsAo5FDeLmyOqAv6noCaFIklhKmDQMGRRAyRHqTPhL0zcriScwvKDQTAuwM47xGTp7GJRwiuR0rXM5smG9beLRBhKoMxmEBg/0JB8egyE1VCcR08FqB5QhgyAIH0R44YiYNbTUAeC7bbnD4yJ0vfZCy86kEuRc+VyeiazxmvecQYzrMOHeHcEktTrrxPvTKIogHU8vk6Xks4OH/AbWf2jrBDlcELYVrymNmKWjFXSRTbJLOjcuibhGzHyCFiAJyCSdYxk2USDs77ZaBIkntHnDaNf9ecPHu5SmQSitcCSbI+WQck5IXpdHEtx1uAN0v5vE/y+ligp7JDSlZEWfludkFtABcJRVcA1oI9k6Gyi/bpgl2vsQBitwN62uNi2t0CbFnX5jowZzvmxXoQZA7gmYyR3Ns1QE8NrrTYU0W4VuMa7bMo+wizrC0NltqM3tN8QS7CtWzyBsDTBqnyeZ0Zl8n9cJ4cRY3nfy+XT/Ygz6WK0fSZAtgVP2upPb6yjYSp/0a5iNdU2C1SNtcuaDXhJBvZEv+/cIfo0gLCVIkIWk0ppByDb5VMvh7DQnEdcuiT/ASQoIsZKfFOoWUSMiBewpw3CBEI5jxaQt3T75Hz7WiYlQGpPPtvR0Qg5XwMnqEegaNEhNmRf+b9ZV/16gIImoyYK8ykXG1ExmrkkCaitR/xPesU4Fn4czr+dA+uY3r8Qku5CxouwExUkIuN8ZTDsWTclInjB6REYRuyOPHIE0vvDjEmKsXs/QEc3MSDnsPHyHhoP6uxmIRqBpM1+m3yasvgcaZfeRI4HdmVtrmHefZyXJGyo5SHwUGqH1Eo6oDkcx6YzOgrwR5qh8N0U0SdrFHmiciJ+4UV2IHDQKOAJxHRHwA4IB1i4/odECVRP+tiBYRST7qO88cE5+ES4Pw5ZWFKH6ly1QjP8x31o0fnCEiOaYkQvg5JPk85YXoAPYP8Rwo2hLiiazT5XuTTmhtFZ1JnBgQHraKVXMQiZYBnmQ5Eq2FwjgoMYNDk8gAZsAu3KNr1nP+sXuxJeXEg570JXCmLqmktKL9Nd0j7CKgSnkJCgPfn0PlD9P4AvVsqwJ9slUujN707oJA1TXrcUXidKd0ufSPgZdBtCuJJviN2Jkn4bdcdwvuFlk0v2QKhmCOcWxgGQcnstPOHPh/WgcU53aR6m7J4ThHlp77uuTzXuliAp7VoV8dVtbgmKasdldunDJQpOwgV0GMX0qWeKz5orxVEFxIjksNZq1CtaRqqKdA1l6sIqQR7hI1RMpwahzXWCi1pgQSb2pz+Pd+PKRC1fl+bh6cF8BSgtVl/zQI9k/aBGtxpPYubALZNUiZ3FrG/i0NGHAg1u8zPAjxzYX55rA3YMwlfm5aWP4s8PfucPOtlD/KckNSIrXMmibDrNirOQtg4t4pI8wIgJ3+MaSi8v0gJzi/h/UKZI4u0RI8ePnmMbkSyuWCSlM0uE+za62kxh/Q6yRdK18WJjgtGD4CO2/au51K5BDIhcO6GLubcOAA6T9cYMKI3j2dm2wg4Qoa8GOAC2HToSIU5h5Q0kwxDXAlWcUmblskjPymxJyUkPkoXEOIKR+EpysUQLoLKAwvAAzL0JaEls2gW/jpi1bglPLoC4JHxq5+Jtfk7ELXUe0HPFyCOQ6c60P2nSjY94DLoJkmuOzby5d6N7iIiL1j0WdaF5/oJXZ4RDdlD1AVpPo4ArNOU6PLC+jiSWm6OvexlgyQkuARKbixlx+OI6Ijx51MPCZfKOWUW8Ii8EM+lwzN7YlF4eC1DA4DOJzIfAAIsjepo1jkBvDAQwJrPoRWrOG8agcw9AA84SdpLjgLv6RoGXMTorlfjlgDeBRb+Oiz7G+GcxxEEnMg6MXuse0SuHDUyyGOTpFMetyUk9KkWqyvJSTHITaD5MAFdouLknfOUyD4BK7dids6gx3Sa/21+Xs4VLTP4JOxXqT4FAJ0/NICWpfl7eHeARX8zFt31WHQ3oHdUrSy6iDEFBDcqq9aBGVLdIUIUsGvQeaXzS71vkj8vcEiYjJ9dONKzOHDeOArVomTLuWiBPCP5GZQFYQ9vytHb0DVheUnSZkneb583YaIJk0mT0sKGHZysEGV/h+pae91/9Ulli1jmynShylLlPpkHeqxMwZ0m2wN2oUvbHWDspwwwwNh+yqzzmVVeABeOGN2iU0gX16yexvA0xmEtIGMBDVThtuuYNRtYPVeGVCBG/axUAE9mcXUbgJ4Go2YG2GmBd8daDzqfEzzPgEn1NWenUSxAR+rXVE/ataa0UbddMpH8sYCp05Q9yLNe9iDPCUtewHcK9OTkihT+47kKlHMc/jSrhCm3i7JCIMwc9sBiAY+VObmjiizs9VukJTr0mcKeMFkEZ4bGiJQ8nLcgyHYKXHLouBTQuyUli8aA5CKCWyGyke9dRGA6eNAJghMWc186R9VUBidVXXrE1IGCg5wCMSOmeWwcm53OMZvHEY6MlOtO2Rd7hAA8gf+OCG7E4I4wYIUhnafk1PE8hnARQ3iKwijiRUDzDAHOLeleek627AjYIYDnUEMKWjkjbEWsWtSrjcjn8uZ+CYOHvfucFNUlTywtNyjI4xh8k7Hq0CurKIEAxR6HCG5sepT0Pgt46XtdlFjGleT5SdVi46wMAck1dFzZm/l72VUU6JFwH83TMmWVCRiRXORKTRn8EbYDheLkxPnyPeULY0MUPh/vvLJHAofkeA7hFDCYQnBInOsIgPCUdDe5AB/74l31/gC9P8SiO+QwKgI4jnABgcHhgAHedeixxEF/kwnb6jU0V/pSMIsQMcaLAIDelzlvendQLjC4qECLoZdzvxCbUfIEdY7Db51HSE6Bb5vbKFcEpDIBwm4VnUoMyHJOjmkgMDweIcQVg2dgAIYqWVHfL/J9PIe+uw6H/c3ou3M4cOfQgdgxA44wMsCzwnkEkN6lxMyR7+lRwTwS9o2Mo4QOy/fJdZRI2fRZGKA5gXRuoxjLlNkL3i/gY58BuDQCWKotQ3PbYcEoLs6nTqMxz1NaTfP0NO2u4Vp73X81id/6Hs8tUDP7YB2wE7BVmfMK8LF5WnLqgzYYUIMLNUir9hrnWLN9n/zear8CeJphVFUyatKP6xbveVz0sB2AnnVMoG2ZOdtJ5XiHAXgwvQd2LmqGwcHPjnlxfAOAsQBJ/SzS9ingKEAk/TFtqwVC5rGl5zixw8EhosiLVrN49PftgMFpPy9fmNY+8fJ62YM8JyrCKrEvpBjmHVPu8z4EBHGyY3nJUle0RceakKlEy/QIcJlYq3QzwCRMDZtzRut1mNLcc0Le3aieaICMYgk38GhPfJ49ezb578QzqzkXOoR4ROAPgxFjWsGnBQZcBCXkPCBFmPK4RvZkiMQkeXnWS0SaHEfXQu0GN4JM7yMMjvLujGnFi6iBf1J5W7CHMl+bua/mnmsuozX928Q+acdd5/Ysmylzmrzpy3SCsM+RVK9RQ2ONYZLzaGT2jjfXnpjNczlEwgaOf9ze1N/L7kKhW/Qm2WTF9r31LgM0UjHQGlI5/AuqM21lvpZYo2xu0WJDbWh+IQaP5t2RpPnGcJTKgDYkR5iNSCWrxsMTQ8UDfXfE4VhHE0NeWD2abwhHOkfYHDLZUM75YqKL6E74FSWApzfAT+5vHd5QAGYciqQzhwD7oCT5It4R+NN357Dw5zLrykVAQphdGQKVmGljQ7CoT+0E9nIsMVuh87R8Z4sE2PEV3W1ZYsoW5nDhlsixwpn1rtNQM2ovF1aQMMT83ZWak2ev+69eMazoAjiZZ1DMSbmw31yGfCImdIX2BSYgwwz7o54LbH/IEXw8oGcdg0ff/RQmbJIWuNEal90kh/qIrLsfLakT/q5LlF0yXbq1z8XcNjln6aTYsG/V3no2zPz57PVl2cAsgzhHcvidMyBS+ayUDKe6jTlwU8Zf24R9Ni6P3R8R4DYUBJg77lqQPchzSkITTjaIcvLiDFB0PgIR8J7o1CEKRT+34ZnZIsycHhR+RRyQsVRecBAvsGVrSJJHu0ifExt7L0LGbYB30ES7NdAjOXoCRgKftMS5LVfos4JOATGNBuCxCjzCd0zn5/CjhTuoKlKJp4NLxSpt3RWTooRsCUtnlLLh3LZN6CkQz0V8HWNa4WJ4EmO8gKPwFEYplZtGpHjEAE+m9MsY6KIGM94TZAaP9COCKp3VlXTmxC6EfPK52k3y8C6iR48+LYy3f5ENIFDZYsnv1IHGrkPef2TlD2M4iRfYe87DwbR/KcOrEzCzebYyjE5Y9jl59nKWMllUmrxVlJfnoAAdOywUWOndEsENGsoE0CKZdH5mYwpbTr6nn6VhDjCDKA6I8JwTTSoB5spKLnll3FD/yaDM7yjrVD7/QpMJE5Nlha+D0kkzgyMRK3XJ4Z+pY4ZMNKXdRSd6wMeeGShHQKR3lVgwzEzyS74WYUURgyi4QQ3UiMD6SpLXLwisdhExRdL3Luv96CQpvclnw2AchUuNqn+liljnlroYouIIZR42YXB63+s9kvGQcV30FMZ26G/icF06/5Au6j1MKZATATGXZ+f598j1ej+sLaFGdsoAnkjEgqn5BN7EKIBUgENfLPAsIORchy6Rk6PzEV5yJnE7NmSMGKoLDT3z6vUPzBziEC0uR48UzgRE3z0nz16ejlI7q+zidDObp23TkcwBoBmEEEbMNiBGDqtp98GCwKGh9+2rlRBnbc5p250CPRY0Evu8yDuzYazmZMryOWkQIFdEo/PRVuuwKIG/KRDY6qu91nXpFObG+yRsXuvAqc89/zzmkFvLJKNry7/nNmbGx62x31PD/rDbnMdp5t1sSULakclzbdj9e5DnDIQWyYKCc4JappDDkyGZXKSY2zCiTtSWF9QLza8jAEUB2iiQ0qEu3Q1Af7fMoQmKWylAiXeMyNW3oiMWiMSWCktFkNGoIUY5oSO4B0AH5w+A5AuTTBIyD+NTSB3tf+QvYPQrDXtyLp9Lq3wxTX2BA2huIDgFmQIXIR/coNVWAoYC6JF+j2lFlVvSeYxxhVX4G0q0zDl45BrIE86/V5OGXGtETlAsNZ/yUorGZ3TksSWAxySv3GFCFe4OkofHMOshEkZYl6g8PUAAlySGnj4TXQYOnSxqFgVl3+uC6Njd3sterkrJyQ+JPVdKLPSfBXo8J0busUTwAxbdOYR4hNF1ms8EgKnKd6gsO2o5h2rS6cUxEDlkKwPsyuJpGEAtI5fy4UCdCpJ0mGDoQXPpkJ7otLqf47kpeAIVVq7XcJ2IiJ6dDsH3nG+GkiALIEbgQZ7nCLBh3YgBR+m8sg3zOC6YyeoVqA8uYEgj5S1D1JBez8xWj8w8iSknrY+g3GsxDRwuTNcYETHw/gTwXNRQNO+WqhPtYkwWC51f4sDfgIW7TgGRkAaMoPMEmU/5XlAoLydY9ZzjJoXKoJ4ycG0uPbnfMldL2FR9v8VB1IEArw40p/eIlJZJmF2ae6EvCglIjjm6P+ZZrz7abzPTXyuG9V7OUi59Ub2dzbXuPASK2kVvzTKpQQ8CCToCeScARdmnOgejZR7afFqt6yrbLBfgExDDACZ11ae6T9uAGduM66Z2Sl3iq7GVdZVlvZRlwGsAY9p+gE1pINvqfGWTfs85cSvA6DiMsrl2cxubnkGg/RwCU2ZQeWyLTTbbvzXAHyfJ2MsVInuQ5wwlh2pJ9QvKVxD9EikRo6UunW0rWYhBSz+Nh8+ViszmSTH8ofl+OY9U5QaqX3CppBQT8XXgwEixJO6kF35IF8n7yoY8LVxM/hxHFVfAhm+NSsc0Uu6bNMC7BcbuvC545HoJqKAFiJQlJ6O1x8ghZQIh0TIrgzsUhkXGtixsxOAOTMW3FbSiMZI7d47uW4PSCkAXWSGu4L3H6FbqHRFQDICyd6SyilY3aUy4YnCnNH0udD8wi4fvswBvc/l1nHkypK3MNOuKSUaeCe+JxdO7JZfgJQaPLLSuhPjWXWmb+4XHXnYSJ+GRuVKFiORNCWlEbxMMMzAfwECpX6LvzmEI55ghmNk03i3QY6nvY2RwOnAC4HoBERngkJLpdh+bg0D2t4ZoSlE9cMreA4f2mBwwKUZm+iw5p9ASfaL57MCdw+hX8K7HyCFb9aLf+x4xLZBY17pkku5DgCXKlzamFQMN5zEyUCPAsuSmk+TJAlxccFA9KDm6HDyW6Tpi7HAunDFdhIRfUeUtzrFjcs5QqNiAERcqhisB3/X4ETBFwIhU0+odjY+Ufh/TipwJcaX3uTfMIdXB7BHN4E0oFh6ql03ImQBjxPIJRUVGEakU6eEhCcE7tyDwy2U2mZzTuQX67pCZXdcRkziZ0DPwuWBKp6tH2SE5Q+NPCadVbYV0/y45efa6/1qUXRxptUyBj81Aj9jLk/xgDgr0nFQ/LQCsPgk7R20AMYDM1JD91y78L6Gfx5GC0aht8Heusos3AUiqmxrbTN/WsXvqvtn9p/fftIkGIO5qto3IZmZ8/RxKf3J/c/W4daF3l3Ivy4ZM/OIpCiXdP/57cq0kXj6hu3ly8hd/8Rd42ctehptvvhnXX389fuAHfgCf//zn1x7z4IMP4nnPex4ODw/xvd/7vfhP/+k/Fd+nlPDWt74V3/zN34xz587hrrvuwmc+85lT6L1hcaT2wh0AlyPn8Bj56ZcTip5dhHvOfWK9uuU1XtpkAJTModnzICuoyEkvB7fCkC7iKJ3HgAs4ShcwxPNKc7fGpuOy3l13iL67Dn13HRb9DVj0N6DvDrWqyRgu4mj8G5w/+v9w/ugJfP3ocXz96Ms4P3wF58P/R5/4VZyPf40L6Umcx5O46J7Cefc3uODO4yn3FJ5yT+G8+zpv+xou4Gu4EP8aF9Jf40L4azw1fhlPjV/BUwO1/9TRl3H+6AlcGP4aQzhPixDnObfCddzH/NP7AzipSgNZaFGp9SHSGAxJPhcxuBVGNxQAT0ssuDNHL60VVFqj5DYpbU5Zqsyf3CgztQyLR5g8FnisRVhMMiZnJULbPO5n4h7fy2WRq1H3E8DT86J/kcuOm4W/At4GgOwYwOndkhMcky7JerJjxhwn2+d3jkp4ExAdqkU8JYWnxMCSHDilyDl2eq6WtciLE0Rd9HPGMsMAnBqBykyqzmsBYqtDIgNDgas4yr6Ur+Z6dP5Qw8ccA/dS+clWkDwKT+Eofh1DpET43nVYpCUWWGKBAw1fPnJHqvsvuPNYuYuQZPALHGCJc1ikpYJCQzqPVfw6jsJTCHFFHl0TYp3zj4kO7if9lnsQuMKZzBkSZi1J93UMFawJyMm62zqSAIigYJ0FeDw8V3E80GeO7v+KP0capicGveSVs5XGiAnLoBnoGdM+pcQl4JfoGeCRXH80hkHbihyeZZ0iMKxipgg1r/MkZBe9v9f9TxeZe39i+dOw3XSf4t0LM9vbUi/QN+5rFvWiQ+knhzpaoFR0CmxurRyuOwc+TD4V0B650l4NMLSvowQWsp6ffjZe/7Heyc1Sn7ewlVHbzBWTZmZc5KPb4liOUaN/EwbjhvEv9imenxLoKfs+z0I6vnRo5fapx2edlA6P1veCCp6NbpV16C6fa0GuKJDns5/9LP7+3//7eN7znoePf/zj+J//83/iLW95Cw4PD2eP+ZM/+RP85E/+JF772tfif/yP/4GXv/zlePnLX44///M/131+7dd+Db/xG7+B97znPfhv/+2/4frrr8fdd9+NixcvnsVlzb40YkzbhLf5xWuhudN2y3CotsyxeLaZpGyoFzD1BFg2SmAGz5hWDPAcFdU95HrICDYLD5eBLqncJP2L8QhjuIghnMcYLhB4Ei6qMSue0RErBVKO3AWM4G2OPmO6SNsYeBq5nSFcwDA+hTFe5Lw7FJolXhCbj0D7yH2Xn9pXNvTzIozHAiOo/G5ZKcZXC6lJErUW8NK6jwou7q5UfVp/jsK7L2Bj1f96EjxLgAfIJdSP+9mb+ZdfrjrdL2FahiJeG5VivNsqUYAw6ToFNhwoyTLlScn6XPaTJOkCTuiioGLzqJe44R2UucUC97WRL0wIGxImgER56duZDckYzLY/UpFKAIramWATTct1RgXK8tj0qSc2j4SnIareH7HKQAa87idjKoaqAFFyfyz/1QrNVbnfztzjIAu1LRYoc0m06zAKoGQK1OOozhjD1pSQPVnI1YtfmZtkISOAVjk2xv5wjpk+vXH8zIB/1eIZAuyckYm51/3XgsSKeTUPytiF+fz39jtpaxrOVC7EL82ZSu1ZgCfroBiFUT4WYA9tz7ZjDcxYu2sOUKjBCwtg1MBDS3YFGLYCRqr5YRewpwX6kLRDpWYBmOMCNjVYVI1tAao12iGZu9Y2e6cdclbaAZNx2nj/Gvdh5p2anPsS3omTke0BxBJMvNz9Phu5osK1/vk//+f4R//oH+HXfu3XdNu3fdu3rT3m13/91/FDP/RD+MVf/MX/n70/DdIsu8t70d8a9vSOOVVW1tjVrZ4ktVoSIISAi+AYI07YARgH1/YXwsEHG4fACCI8cZHBmHsEjnAEccIOy4444eFe69pBMAXGV/dwMAKDECAJIYlu9aCea875nfawhvth7b3fN7Oyuququ3pA+Y/Izq4337332muvvYZnPf/nAeCf//N/zm/91m/xr/7Vv+LjH/843nt+8Rd/kZ/6qZ/ie7/3ewH4T//pP3Hy5El+7dd+jb/5N//ma3oP892DMBG3VCihsZ52d7KJMMmqRRd9dfP0GnEwhaZxHJmLTR58ORsmRb0HgODGv80HhWZR4dpFR8PWaHYjF8V1D99DoydT+WnQT6h3RSs3a3eW5y+TbF1WVE33b6x8FynizpmWAWRb2n8DnoTFim2EIH2Fk1Wg1YuiFQNu77furI3Pg1uWm+KcoXKzdrez6eAaJlUQA9XzMh6652Z3GsLEea6JMJ9Eq1p0VTe/RUJci9kt1qESjZ6GBCqobZYR4ER1CMFfHKxvXBQ45gOYwx74TjNoNUBc2OE+KBzX7mK37iv1zn79jBp7+wMLxfqarXC0tzcsPl8vsOdO07WOd3Pf+Hgr9f0H00Jky+AJ7+qCwxEBoDCuQKsUUWu+SN8Ixgc2j5MZWqYYmeDsZA4C1wtwRRTe2bpvcH7efy1qroT0J4cXhjZ1t0n7qoWc52Wz8wVFnSYmFizdm76iASUkEmph5LDgX3Rocq0TY7Pr7HwwBbALIsxNH9v0q20NNkB5vWkx/76t6y+cQyjV/l3XovESgamPrURB6acEF8vQX6U+gGS63sF0OIyXNThTUbkZ3rtwT1K1o6aof4fnrYhk1q4XHK5m/oT7pNkFdsF50fu47aONrNr0plB3EcgOykft+ZtzNmlxTcqUqFN8nTetHtI8RTtoO0k0lQ1MzrC4mG+oLLJqvHftswhjUniW2kdEJKFeave09vmJKDBuZRZS2ER0AFBr0p5tzV5tFjcNoOjbMR2EN3jqVO+7EMfpWn/B44BVkGvBdY8DP2/j1HOsm6XJHAZJQl87Z9SFuVZwfp3/+yDb/eDicHG+fgS7pv3/5hrUZQx9tGOebh/e7ZsspP0R5+boOdZR/y/EQR2fm53/8P8vxlF1+nJxFLhzMA6mDh3emFjcFLlZeW4nmud5GAC81WNvjJdhs7Tff7k6u/GZ3or2zsuDLzcCgEcd03x207bQCIkfvtYBMOgIUPB1musvhmvt2+/kuFuPj33sY/zKr/wKX/nKV8iyjG/+5m/mF37hF3jooYdu+9qvZ7xpmDzOOX7zN3+TBx98kA996EOsr6/z/ve/n1/7tV972eP+8A//kO/8zu888NmHPvQh/vAP/xCAZ599litXrhz4znA45P3vf3/7naOiKAr29/cP/Nw0xI1osfcNxGKxhIlb0HyxBxpXu3PYpOc0j6R+AecMikOTaubaDO4IVLK5rsXghQuTwAODQr0YZ76z0N6OmO/6NhoIWiQkdAJNvv4JDk6qvlaYMJd2QmFGlNU+pdnHukk7uVxk8TQAjxIJkQw2s7HqEssesR6QRktk0QpZtEwaLxPrQZvSpWR8YPB1fq51YHxO4ceUvk4b89NA86+ZP81zETRpWCFtLI4GJPW1sniZLFoh1UskahDKpbpENXW9db2p3aYOaPK4GcaOKM0+RbVHYUaYOs3AUruyoA7UY+RDSkajL9RQ3A+naTXtqgGYPHYO9uHb52yEadvIPOx8J5cgQh12MucDqVhohyFubBMHwMa6LTcAT2Aszdu9O2oQuItxJ2h++Dme6L+R8Vbt+4ObYUOlDmmoshYpb96hsCtbhD6oZpe0zoCo1qlIywQl0xbkblKHGrF9VbtIQQCZjc0xdUrpgbqsQRvnQ58rZXDKCqk9yYF0MlOndrWCz23aT9XqkhlftJPBRPZI5YBE9EhEj9Yxqk7XbcSLXe2u5FyBdaGcxuaBKSN06EtVN/TpqtuCTyH1J4xZth2bFhc1c5aTrDXIGpFpV49BhoLSz1rwoaFkCy/b787PN9/oaPusmjXUCCRD6Pu0ytoyx6rbOoGF55DjGuetuu4XWaaVmLOKNAmJCPXYOG8JIQ9o9Sw+DyFkmwZm2k0JaoZpghJJ+3yb5zp3AVsAkbyphaPzWi/JtmL72utg6LDQvryvECJByzS0Teb6R74GhAIzNsf6OnUQ174LjVh/+y40Y8pdStm6077/GOB/q8bhxeshBsZhhkXDqFhcoB4CfJrf4f8tDavylVkYh1lBhwGEBW2t+t2apwbN0zwbJvhRP0eyQo5kk5hDZWoW46ad59/s/Eff153FYQDqINjV/HDEZzemsB4Fxtw6wHPj83nlH3PDz9H1OW9bR/0snutmz+LmgM0r1/1iW56fe6FN3+Lzm78HNwKgN2Mh3Vhme0tlvhtx5/P+2yvv7/7u7/LhD3+Yz3zmM/zWb/0WVVXxXd/1XUwmk7t0Z69NvGmYPNeuXWM8HvPzP//z/NzP/Ry/8Au/wCc/+Um+//u/n9/5nd/hgx/84JHHXblyhZMnTx747OTJk1y5cqX9e/PZzb5zVHzsYx/jn/2zf/ZqbolAsZRhASwCXt3sMh6ORResBg1tcvsV0QEnrSDiOM+tb8CLJlw9WXYNCFDnRrbsnkWLWmduWChAnSrUuihFrZaBrptMAJkMpt7tbcEWOwuTSTvCexMmfDI+eO4aSFhkDDW5/s1m3GGGyCIl/nAnc1hQtL6Bg/+GdsIpfQQyu+H4RWeVw+ypZpfZUuGFbXdbF+eI7SDhchCivXYkM7ywbYpTszu/WJfOO0yzA+qb88/dVEL9FgjqHfPDizsc1Okcza7solPXfDBqFlIVAklMsKaXonGguVGLaVFzY7E+wu/afQbDUakdr2c4bxF3ZN94exP9tyqi/2aNt2bfv5CmhZynbx5m8rgKA0hRhAwYKdEEUBcCs8MSoVWGshPwHucXBJhrNg8CrJ8DNNblODupgZloYYfSzsvUuOHVzkhhd1S2E1Db6qU1jI+oZQQ17JkAZAcmRyJ67TjQMGcWNVkafZuG0SIQeC+xNVgi5RApIyKZtWLDTUprayfu546DiyBLI7bfAur1uCbFfMJ2AHD2gXHUsIwslkaMP5xTze3Pm2HXu7mleePY5UM/GYCOqC1zo71mXc7iwiQs2gKTVbq5eHbjDhaLTpsaZYWhYETpZzg/a1lLzjX3HREWiGbOiJKgCHWnREjxa8ZEKXRgcfmDO+Rte3QzjK+IdC+cv97EUWhEvXsLgZ3qXYnWy2gZHN60SJF+AeDxRb2BEtKeXV1PAdCpz+MNYMAH8eXG/uFuiC87f2dMnuO+/60bAXwOqZe0blD13zgszHsQwJjris2Z7PNobKdl/feFPy02sZs0nYPsiRvPH87XzNcapsrcXOPWxHUPx8szfebFf+XUn1u/5k2+fwjgmcfLax7Ny3IEk4qDrPNFhtItl+uIdc6dxNH3d3jeqeYbqLfBgBIH2l5oI6/mmd+s/tsyLq6XDjiqyQP1f/BcB4Ggr5X45Cc/eeDf/+E//AfW19f53Oc+x7d927e9QaV65XjDQJ7//J//M3/37/7d9t+/+Zu/CcD3fu/38uM//uMAvOc97+HTn/40H//4x2860b9b8U/+yT/hJ37iJ9p/7+/vc+7cuTs6V5g0ghVNJ+vmgM3NXpIFETElIpSfU6VNvUg31MLGC0DNHI22WGkw3rQaA4vMjQYMCINdAe3k/yDLqAF4Ep/WII+qy2CRQraT/IZGLmub3GCT3qQwHEx38gsgEwuq/81EWC4ALI2gcDN5b9PNGivchfo7Sii6Of9iqsJcUFMt6MyoG64NodNsrm1eAcCQQofSyPm/5zv9c+HsiATtNVG9E95ws5qO1jR0/AWAp9kBaMrU1IWrf8u6Jhr3GFunlDU7rM3x1hUYmVPJAuElTgQ9BoWumVkLNuovI5y2aA3dPI+GuXPY4vn1ijtB58NxtzfRbxD9973vfRhj+Mmf/Em+67u+i8cee4xut3vb1/9ai78wff8ii6f+0TWjAuo+1lU10DPDS9cughtWRNPvaRFctoL4ciO02zgFSvD6gAZWAyjIBVZjE7IRt5dx6/LU9n+1g1KTpuUOOQg2TJDmPdbSEasumoTMD4h9AOyNCAC/x1K6McYXFGZEZSdYNwlAg2zSloq2f21cmiKy9pqBOVO1jlPz+wvvcpNqpkVSW41DRdn27aZhJXqHEhHBKbJmpQhH5effrSgxokL4oDXjZYZsdHm8w9gZQhRtnYbNjuC41TidKaGpxBQpAsDj7LTeyJA1uF9RmXF7vJEJiewR1cLPzVga2JQ109e7VmuuAd7C86jHIJfPn1E9DjV14YXDS4eSRQ12BSZVmNQvjmUeDok4z50o5/OR5vqNFl1I156Da4sAj7Gztu4W9fTqk4VlSuMmeRdJM75eLt/+cbcXx33/6x8evwDgOTxyAZSs29VNFqkH4yDT5wAAs/jddoOw/udCs1psw4eBpPl35gv/9v8PlMWBaGytKzxhrjdnWd6O7tnRC/wb770GTha+cxh8uFNXpaPmXLcD7hz+2+GUubasDWhyBNjz6st4J/FyeqiLAM8rbTzOhZAbMOsg0AOLjllNHMXYOfq537z8zfXbtdihNn/U/S1e98B75G9kxb8eLPmgp3f7bbcZRw8ztZMkIUmSow45EHt7ewCsrKzc9rVfz3jDQJ7v+Z7v4f3vf3/77xMnTqC15h3veMeB77397W/n93//9296no2NDa5evXrgs6tXr7KxsdH+vfns1KlTB77znve856bnvdUHfTheqaNsXmK3APTc+B2PoGG8HO1i5ITDumpBZHGhI10AAJqdTHlocDrAuFgAWw4zZZpdxwbgUY3lbT2YBiaOQni1sHMcc2O+5q29hI3bx2EhYCWi+f14Gya23Aj03PS87e/55D38ngM7jchpEyENqkbXD9TvjQh6o+cjaQRUaRdazU60ILitNGlwwjefu3rhd1BArhVu9YvgyY05xW7hGS9qLh0YXBbOE3SDjhD6bKb84sb2thgH0v5uoe5fT6Dn9Yi3KqL/Zom/iH1/A+Q2AKn34X30QrUAqKiBV0VII1ItkLAgiiw0vtZlaeJmSg1B/2eeQhNCtaCTrlNLFwWXTc2OCX3L0SxO703o97wEEhp9m9jFC8B0Db5j2jSjkGoUUoEQCrGwaGnriKDx1gBWqtaraVmlC31rIy7c6MQ1GnHO25aJGMoQ6vOwq4pA0aRxLX63qStF1G4iLGoU4RfYQxKoQY5Wk67WVQvXaYC3Bhiv05ddiXQllZuF69Z26i17xqt6tAgaco2e2Rxgu3EXuEntOKrtNc87sMdK7MLkW4rABDvKMe2o8PVkvTlvM1a6GqyxzNlbrW5Rsykl5vp6Umq8m7fLpp7uli7P6xHHff8bGAu6PB4f9MdoUmEknoMbdIc368IpFsEdaACeA4vRlhXWgDFHL7RfbgF/A+uhPX8D+tQArBd1KmPYMG3nSv7W3tUb4yjHvub/m76jmV8enJv5l7HVhkPffVmA5JB49ZFluXm8Erh2K1ju0eV7uXLdbtwI3i22oQaUfGXwIbSpeVtSLXjYjgEL7e5WWES3f1/z6/uFddHN4kgQk0PP+HVy1gpXc9xKuzr6OG7YwPvpn/5pfuZnfublj3WOj3zkI3zLt3wLjzzyyG1f+/WMNwzk6ff79Pv9A5+9733v44knnjjw2ZNPPsk999xz0/N84AMf4Ld/+7f5yEc+0n72W7/1W3zgAx8A4N5772VjY4Pf/u3fbif2+/v7/NEf/RF/7+/9vdfmZtqY0y1flnK5APS83LmaSW4DDDSTec9cj2c+sQ5Cbs0EsbXupQpCxKLe8cS2E9r2p97hc67ECd26jQA0KVqRj9AoWsq7n58z8gmxCMKUThmU0BgXz/NSD3VMXsx1ZdoUBBERUtmSmlkStaADgFsANhqwB2j1LSDoMty8NucDWAPkNB2Z9PPJgayfS6AAVyFNgoqG+WRbJ4S59eX8mcftIqMRGNUyJpY9ItkJO9E+CulaXhG3r5/EeNmCNaGeQkpWI+Q8392NDoA+zaKlObZJ1TqsaeHxrYCncgVOVlhRL2gITjVWmIXF1M0AyDlt9ma50oIa9LvDnaE7jRvAy9s40hjzFx7Rf7PEX6S+v33fa4aHkmEhHxgzDlFbnTtX4YVDiGlN+FAtWBBSOBt3wQRrx6EPv8n4EPqWGL+g/dMsXqRIap2xLPyIQ2lGNFo8JdbNaFNqW8vyBuQw7c6yFgmxz4h9QoxuYWQvgqB9w+CpzBhfgxpSJkhR68QIh6jTxqI69SvySQsahOsG0f5mvBAEHRwhZWA5LbCRHBUFUyoxZ/40oHUsOu042aRvWar2u67uswOgFqHr+vTO4TAtk6Z5tpHuIlW4rhKB1SqFqnWUAojvfYqsn7uTCnyBc2PKKowTRs0CCKOSoK/kFQkx1lsq0aUSxfzeDjGrmvC+wrqwMDSuRIoIJ5Ka5UtYLzZjoqzH1vpZhPapEfLl00EcjWh+aBNaZeH8IuhBOewNaVpBO0oiZVS7fc3bo3Hh2bsmrVlIeMVd7TuL0O/fWbrWcd//5o+WzeM9iAbU8TR+gL5l8YSFcjjmaFbDYfZOWJwf3JBsFuziCAZOW6aaMXR03ITBs7j4FYGVFEClRUDpRtYGvPJm2ZFgypEL/vl9HLyHo5lJ8/Pf+rt7FItq/seXWfcssFcOVNXNAJ8j45VAj0P/Pvz3V9qUPBLYOcSyaer0ldJIDzBm5AKD5uXaMbw8O+r2AY95nS4CTnA45ffG687b2Y3v0esTPqxu7ug4gBdffJHBYNB+fiv9/oc//GG+/OUvv+wm5Jsl3jSaPAD/4B/8A/7G3/gbfNu3fRvf8R3fwSc/+Ul+4zd+g0996lPtd37wB3+QM2fO8LGPfQyAH/uxH+ODH/wg//Jf/kv+yl/5K/yX//Jf+OxnP8u/+3f/DgAhBB/5yEf4uZ/7OR544AHuvfdePvrRj3L69Gm+7/u+7zW+g4MNrdWeYU4fh1uhRboD7I8G7JDImqNTT17rneEwMXeIBTvvMKGvMKKqnTzCxNeKRnx3zvQIOfLgfIF1OiwCvDkAoMxLowhDk8d5iRRNukFtdazAyBpIqDUG2h3KBqCq9QXC5L8BWgKg0vwOLJdw5eb6TUkUer4AOtTh30oe8uI93fwJ2FrLIdRjI+7cADxByHmunTHX5YgOiEorEQWAhyBUHQQs5za9YZc+1OfiPTQOLo3Gkfdzd5XmGTdgVCPq2ZS70YwIE/aDAneLujyHQTGxUK556sGtdZ5CqJpJFDLN34i92qbebv84z6c+9Sk++tGPHvj8Lxqi/2aOt3rff1BnLLAffMMu8QVVDcqGhbFrF8SLVupBGDnGLoLJjag6c0AkCAF3gLof8EFDJfwtLM4bMfsG4GmE9he1ZJybESaWc9Fe76sWFJAynCsWHRKfESAeianfscadqqj2MHYvlEEolOohRQ2AMBfjjVTaasw1u5NNOmzr8lUDHFLGLYunAXia/rphDzXAv6QBglJin7WAhBWGwo9Coq2b26kvpulKEZhKVhikrMDSulQJoZFO4+r7aFOcfLieEkEsu6n3oPfmcE5j3QTvCypTYV2nFu7vBMYlsh4FBJGPicla8e1SaGjTrRbBdodzBaACECXjerMm3I9GhS4b2aboGjsh9MiNWUEoq2z072jStv3CfxectYRu2UfN8zYUbZpWM7boBVHvtq1hEMK0DNcm9exuRTBTuDN3rU9+8pP86I/+6IHPj/v+N3vU4EQzP1lI07qRbXM0+HGzBfoB/ZxDc0Rx1IL6KFDgBiDgRmBAeAAb5lkt2CMOlueW2TMvd+2jvrMIPtwM9Hk18QpAyhFlCyBe8zwPPseDfccrpcndWjlurW6O+POB45r2dOhcYvE6cLM6PdCexOH6v5X7fOV6vqU4AKIdLMPRcRBEPNDGWw3Y14fNExhId9D31+PXYDA4APK8UvzIj/wI/+2//Td+7/d+j7Nnz972dV/veFOBPH/tr/01Pv7xj/Oxj32Mv//3/z4PPfQQv/zLv8y3fuu3tt954YUXkHLe8L/5m7+ZT3ziE/zUT/0UP/mTP8kDDzzAr/3arx0YdP/hP/yHTCYT/s7f+Tvs7u7yrd/6rXzyk58kTdPXpuCH0p2aaEGaQzovi393uAN/9wto/6LoGMzpZf7Q73mEhcZ88W+QjWYOQeix8vkNopZCxlA7g1gUxsZYVeBEhZUG1+4qS9yhF1fW1o+KqK0DJSKM0FhvEGIaxCQXlP2bVC7VaFRIEDXNHRF2db2od3N9w+i5eR0u/n6lcAt1eVTaUbM4aHVtDgE8jT38ov16O8GvrYobodNmcaJJ5rpKNBoIDShxsNwNG8X4ogWSnAvCpEIk8x13aqFrUWBE0oJdQZC0OnBvIdVAHEgDWKwPedNdoxvr9GZ06PqDowfzV537fGtxp5o8AN/+7d/Or/zKrxz47C8aov9mjrds378QDTCviFpmhpCqTUlqRHVNncYjpKr7hnBMYALFGFRwuGLuNmWEaZl3UkQkOjChrDcYGxz9qDXRGoBHi3TOaiFoqYTv5oHl4T1CzoGEACw4pMjQqkOql4Lboc9QPtiVixr4DaL7dYqWLxFCo3Q31EHNcGldsxb6R1V/1oDTwQVr7nwI8zTXph9dBHjCfeQYV8xBl4Z9SNA7k0hMrXPTfL+xSg/OjgF4b/o3RQAzvLAomYT7c/XVnKk3PaqaNRn6hCaFLegoyQMAh63dpebpcDYAI77AinlKmkSgvCISCbHs4bTDuILSgLFzTZ1G6y04lk0xttMCg0jQjd6RSIMNvAoAYVjgmpb5Fam5DlLD7GralxOunRd4XyFb4KYZb2wN8EzDxoM3AVySMVpmrYFC+O4cUDs8vt2tuFNNHoDv/u7v5hOf+MSBz477/jdfHGTzBDCkAWHmi+Wj2DbNP27CwLgZ+igOAS7cCPqED28EBY5c4B66zo3spCMAgYWN2FuNG6999JzIH7rOUaDPHcVN5nuvtOg/kO50A7vm0HdvZU7pDz+7W6uX8N2Xu//FNrW4OVuv25pn2sQR7eio67T3fAPgcrNCvjJwdstxQxt+mTbwcvX6OqZpNfFq07VuNbz3/OiP/ii/+qu/yqc+9Snuvffe277mGxFvKpAH4Id+6If4oR/6oZv+fXFnt4kf+IEf4Ad+4AdueowQgp/92Z/lZ3/2Z1+LIh4ZB7VTXDvBPOo1WdSFUaiWidGitkKwSJMLYocmACDUKT3+YKpAY7e6qL/gvcWJQFUPO3yN7WnR2qeHCWqCk+DsFNwM69IW2GgWGpWowNMKLzd0/faevMQJSWOr62vQx4kIJRyGZtc5aA4IYdpJt0PiRKMVMcUISelnNI4qYQE0330MdahavaCQiqUP1O3haECdZkfcClN/XlN4CfR+RyNYXNGktTWsp4aZZF2JtXlLq1dS1poHof7bhUnjjCYUi+liDo+o9x7BBlhHGCpRUolaTNtXdUpFXrt1KYSIWjFn78OiTXhJhcbXu7RBr+KgpkcQew0pGQfYQM3ir66LJi2tPW6h02+Eoxvg8lb0kBoh5tAB2zvfZbjFCOlztz858d6jtb4tNB/eeoj+mz3ein3/0SmLakFEXmLrxa8UBYYZLUtPRDhRtQC2IgritTJuUzUrWacZ1VooEtmCON47SjeuARKDlBFapnVaVGAPBsC4ap0PSzvB2CnelUjVCUyWZrfbGxCaSPdIoyGZWiKVw5CihMRicd5TiJJC5LV9tiHWgxbEaaJJXYMA8kAYrwIIUuGEDGCNz1udmUa/rElzbVy4Fhk81lcB/K6t3aWIDkyKb6Z116Qw+zrVV3iJrwWvQ3kjkB2cCqCIsHPxS+cqKjdFSomSUXsfQgQh6Ya5KVA1uKLqe2kYVE36VEGhpiQiJfZzkWLtNZkcIqXER8FV0fkyuKdJVbOaJJDhXFEDeoFBIwhlCuyx0L+bOi2uEBHOFXU5EyLVC2LTzX0xnxs0oFsjfi1FfABc8w1IWLuPCRHaYQPENeNzmzK74HL0ekTYlb0DkOe4739LxQFgBBbAkZsBFvPjDsZNGBgHDjoqX+gWAJPD13iZ6xxk9XBTQODl2CBHx2GGxxHXF4cX6y9fh7caLw803Ep/IG84x40MqjspwxHnuIGB8/LP+ajjbiY23Nbfy7WxA4yfW0zxusl1Q9xpf3tjnd+sHLfyLr1eLJ7XMz784Q/ziU98gl//9V+n3++3Dq3D4ZAsy17h6Dcu3nQgz1spgvgbeHGQLLaYIhMWw9ENxzZpWPN0n6NFzxrbbls/qoPq+LVjk5iDPYtAyFxHJjB5mrSjA1oyzAUjA220ptr5+bGWoN8SXF5YOL8/kNJ14P6EOrJjDgBYAWj8wv039WYXJogQJrKOYDPcAAxNuRvBZF3vlL+cztEiuNOkNB22AW8msI2l71FlB1o3s8aVDOYW8YJ5it5Ri43mmUghMM1EWDgMtk2hmoMjLDwnUWtkHNyl8t61u7DtJPuAVpA6cEyrmcMi0FPvrAvDzXYO5mkOTf3PgZ6j63sOni3ex92MO0X0uc0B6a2K6B/H3YlGH+twG5eLDnk1mOBkBa5xQrQH+qs5o1O1oEQD7ASG3txVKVgHW0y9SKcGzBtr7cNjQQuOuDL0WzW4L1rQuKTRuFAypCJFotMCPBD6+wAF12NC7dyoVYaW8UJdNJsH9fRCzvuDZkwBWrZigLtlC4wcFltePC6knJkD11BCHwQjCOlKQYy+YVaFsrgmjdkFBqlkrncnaQSM4/kzxdWgy5zd2ThjNWUI2nl1yhu2tTaXdfq0c2ZBg64KzmQ+JFBDGLeCRpElkjOsKsiZa460ov4iCYYD3uBcGfTVFtzcGqCwAZ2k0NhmfiFkC8YceBb13CJsclQL48Yc0A/1NtfyC4LUum4n+gAQ9/pAOjfGq0nXuq3vH/f9b3gccNtaYPUc/A68bMrJEayaw3GgPb0s2+cm13ilYw9d/wYGyA3Xuc2365Wu+wpskztxLApxG+U8SmX5huOPACDutAy3Uye3EC9XrqOEmG96vUP1f2t1/yp621tmGsFBcPGV6/X1BnjCxs2d9P23Jyrxb/7NvwEC638x/v2///f87b/9t2/7+q9XHIM8r1XU1GzhZbsLq5qUqHqiPnfKUgeZKT5QnOeuRnOHFusNpZ8S3FjmAoiN0KeUgRreuqpI3VqZNmk/izbkBybJ9WTNeY0Url2INEwP5ysqP60ZOY6IhEjELYOmmVDbWvun0QFqmC/tQr9lNwVgJGg3OLyKblgY+WaXu9byaSb9h3P+QzlVO3Ft7G1l7b6yGM1nYXIf2Emm3rFsrXYbrYpaJBUOag009RKu7WrqfIEQun7ujch0vdgTC6CDJ+gN1c9bivkuscdRihJLRc54gWVl6+9qvIzrxdh88t6U2XgZ2tyi9gbzNAYlTGgPLmrdz+TCoqgRJJ3brldzx526HTR11LjLzIVNJdRMr+a6jeC3c6a2j25SFhqBb3/XBoE7t1K8vfK8VRH943gtw4GvNauEm4uk131fM+eIRIojQjLXlnEysCRhziBsQsrwfgYWX0HhxyFNqH6/woI6MBtDv9ucx6JkSqy6JKLXaqRZXy/kfYFxOdblSJkhRYxWaTvO+FrYXcqgH5OpZXqsEvu4Bc/HcozDMRX75H4f5yuUTOioQUh3wlG5KaUbI+uUKCWiAGzUKVmVm7aszaavU0KjdTwHkBdSu1qbcExIFXIhVSikCXVI5QBNEEO2vmLK3vwRedAiDUCOiqj8lNzshrQ56vFaKWKRoUlwQmJlFZjqaoF5WY+bpZ3g6xTjRjOp0QyKZAfvLUUtZ6Dqz7RIcL4id/t478j9Pgiw0hAxH0tT3yEixsswhkzVFpXZBuYMJy9jpIsxdlqL6OdIFxGrbt2+FKBI6NWW6immBgyliOp2kbSC2ZYwtwhpaJbSzzBurv22yPhsRPyl0Cg9T0duWLahrYV0v+YY65tNg3rTYlGo8zWOVyO8fDtx3Pe/OeKmqTFwNPDyCkyaW/nbkQv11wsUeJVpMDe77k3ZJncCKt1w0dso82sJbt1iGV6xTl7p1LfRd9x+/d/iPb8W6VF3AmAeccwbxd45bO5zO8fd3vffmuykY5DnNYlGJb/CeYl1ZaBNI1HS4UUNVqCJRIdYdIh9hkZjMEwWhHNh/uI3tP6SMU5UYTJbp/+E76k5c+SA7kEQcYQw+ancIvASGraSSTtZbcqrZEYQ7kzbCV7pg5aAkQWahFh0avHgUIZKBNCk9NN25xnmTKBFgWBXC0oKoZGqO9/pZQ4gAEgVoWStf2NnVI31cH2PocxFO+nUMgnaCC34UC2kACQLoIihtJN2x1KrrGVCNecEWhp6o9/QPIt5HxbqKtxngfcV3sftbn6zU00tlmwI6RuWqp702/YZ2topxhBcS5rjBQq9oKGwuHOtZdKmBwQXkwJDcQOzS5PgpWvbhqh3vRcZOZXPa7CuqIVUp61eU2sLvBCxz4hqXQqLYcIOfoHG34Blc9ZALSJ6Fyf4TSy6id3ukbcTb1VE/zhem2h2XVtXwgbYr23ETe0I1TA4tY/QdfpWRyzjhWPGHqWf3fwa3lDZGTO506bNSBGRigEpPZSPMBTMxE77Pie6T6aWyBgivKQUswD0u6LtD7XqEKkukUpbNl5Vp542rB4lExLRI3MdlFdUoqIQORN2qJhR2DHGTQGIZY+uXCXySbiesJSMA3AhBkQipSKnZMyUKYWdHWCLKKFJapBIiij0RT5vNyEOspHCeOBxRDIjkT0GrKPQlH7GhB0m5jq2ZrgkasCQDWIyLIap2KMUEyo7w3iDxhGrLhA2AsI1wwZMIntteayvKOx+GIvtpC2PEppUL5HKAYno40Rg3Tob9GpikdEhPG8k5G6fmdmilGNKOUaLhI5YJiEjdRkaRUWPUkxrhq2eaxPVGkfN8zJ1PQSNpwIlQ9pa5BMiEoRU5HqX0uy3Y4cWCYkPgt2ViJi4TSo/bTcFKjtuLdxvbPO2Be46YpnI18y0BQZq+J6r+/55ynEz7rcs4buwGAhlvrP0ktuJ477/zRU3pMbALTNn7vRaR8WtC/Xe3Wvd7nVvCiy9TgvaI5/fgS+8duW41efweoIVd6P+77T8dwosvtGpWa+XJs9bNY5BnlcZB6ijNcPDe42xOQDGFUgZJvux6pKoHmt2g6HIiKRk6gwviYIZO8F5BReo3nXufOVmC1o7EQKHrRkjDeNjcSKshCZTy8SiExbtfkru91uWiRQRmVoiFj0cFVO3S2nqHH/VaQUaZW3VbX0RdjhthZYJwZJ9nn5m/BwcWKR8t2ygmtEhaiq88Q6tl8iSE0hkEKR0RStgmYllOgzp+B5OOvbiTSZui9KNQx3KXgu8VG7KpNokN3tg9trrhRd+UaF+rmMjhSaNhnT1ibCr7itKP0P5Cq1XSOWAZU4T+ZhKlEzFiInbrHc5g5tWGi8jkeRmj7LaAmhZOaYGzBrNiDY9SsytgKva0SW0H9sCaQ240kyyI5WihKZyuhZgLhEipRedbJ9f4cdhhxmL8ApkQkcM0CLF1jvNudlty9gCMVTzVBIs3tf2uHYS0jAW7HAbselY9lh2ayzLDkoIJrbioqzI2WNqthdSzGzNRJgLbr/RA8FrGW9VRP84XsNoxDK9wTmwhP6lFAEEaIWX67SXmIzEpwzpkQjFjpuyLa8xq5knTWqXcxW27vNLExbdjZhyqpdQMkJ61aYYqVqHRaouqV5iIDZYdSeoRMWWKOr+OYCuWqak0RJL+hyRT5ixR+HHc8BXdnBurtfWJDF5HLkYs28uUZhRO1504lW0SEh9j9gHB6opQaw4iQb0WSVxKTMxrYX0d+v7C05gWmUolZDJ5Xbjw+PI5ZjCj9sNiaZuApA1CAA8koiMnu8T+YhdGfq1SXkN5wJ7kRi0voeO69ZW3papzFBx0rJzgAN9MUAml+myXKdlVZRyNncms/XmggyAeSQ7ZAzpuiEARhSUhI0EgSIhAPW56FAwJq/2cN4wlZtBPDsK+nIduuCDtlsDjkjZqUG5FC07dOQSkejgI8fEbTIqLtcgVIGpDQo6vk/Hd5iJITO9Q6736ntccHJDthsRlZtRmP3adTGkgfl6k2RxHBcoUjFgyAlOuTUA9vyMqZyQ+wlWVHNhZjcLQJrN2/PRslrf2n3ncd//5ow3en7xRgEDb4Xzvtmv/WaJN7oO3ujr32m8Wnetv+hxDPK8FuH9EYroc6twZ8ZBSDFaYaBOcybqc7qr6WnBdhGzOelS2H0qO2lBikj3AgvEzkhUP9jDiuCqYXyg8ZdufGDXLVDxNUM2GNghDsdI7nFNzEIalQuT9yVxhlW3isFxST7Djn0KCJPuYPWahZ1Lb+hGYUJnfaMrMMWLlMpNW12bReZM810ALeNaRLhOGRIdKqPRqsNa/ABSKK7mj1FUe8ha0HKoTnCGE5zqBI2Hy7NlLrPCVI0Ys8USp1lxywxlRiUszyUvcM08yazaxrqSNF5mEJ1iSZzBUrFpn2FSXmsnrGudhzjl72ddDCm8ZY8x1+RzSCJSepxw69ybDUgU7JaOq+WQp8UmlR1TmhHeO1bTB0hEj235LJXZQ6s+WqU1a6lh9QSALpIZUOsxiIKqFU8OO71Am7qhaxHUwu5jXEmi+sS6B4b6fGMiYFXcw6pbYSymXBcvkvvd4C4jJInssebPk7mUQpRsyyvs+udathGERUTpwk5yJpfb5+ZwzGpGQhoNqWxoX8bmzNimq09wTzLgTFehhWAzj9idDtnyzzPJLwdHnQVtjtdboSFohtwBbfMtOrgdxxsc3gc9Nm9wvgBXA6I1G0bWUEQDUkQ+YiNNOdWRXJpEFGXBTIRFeOSTwIqoF8VS9nC+xFQjhIgQ8VoL2jdsSSkUEcEFq6j2iGSHoVvhdNxnYgxbXK2B28DUiVWXvtrgAfcAAsFz4sXgJCgNST3W5OUVZtU2kczoixVSLylFSe73yavADAkgVBRE6BvTgBpUb8D4nlxn3a3hfVD9ymtmZBoF5ovxBYXdb9OdYp/R9V0iHwErbMqr7PkrQd+mfj0jmZHJZTbcBa6ri+EzFxGh0WgcjuXsXlbFBbb8c5R2gkSSEGNr9mRPrbPiNhjLPXb9pfAYsYGBi0GLhFV/hp7vUmGYygn4uYNXGg3pqNVQr24WnLlI6PkuSb0xk6s9RsVleuoEyge9Gy9szfYKzmbWRThvAotJpfQZ4oVjwg5TG1K10niDRPeDVbvQdFhmw54iEYpLYomZ3KYwIyqbB6BKQc932Yh77FcJV2WnZQKlaoilYlanyi06Ry4+U1GnlVuXhzQ0kbYsnUikrLtVHllOmRl4fN+S+xlGVq2IdtBZKttNCVenAd5t0f3XS5PnOI7jOI7jON48EQQgjuf9N4tjkOe1CHH05KLRorEuR8mYR9/zMKeTR/iW/jke6FvW4orNMiK5tMaf2Rm//5n/q6XNf8s3fgfGzfiTz32OnlonJVjZSiTSS6KHKrxPeOrx61iX43yBs1Pe8a7/G2/X72Ij6dCPJFu54Zf+dA9HxZjrOF/xwUe/ntNZQm49T1UrPPep/y9KD1FCE6sua+I+Og9dAjzmyXuZiQljEdg0lZuhZMS9b+/jvefPvvA4nrm+T6y6KDTvfs/bSfUyv/Pp38B7QxItEakMo5f4uq9/N2+LvonMp/zyF15kMnuOsdnhkW/6y3xT+h4eGkac7xiUgK+ONS+OzyGfu87nz13nIR7mXDfifDe8oE+P7+Or428gExFf9n/C23gP57MuZ7qCysFT+9/KC+4KJ/0aT/Al3qvey4W+Zj3xbJWCl6aOx8plHk3OsVVUbGQxjy5ZYum5Xmien0BnVvDJ3/sjvMuJohP85Xd9JxLBC2KF/+v3nyKLlsNCptwJ96r7fP3XfT3j4jJPPXb9wE4pBI2FR971Np56/BpaBvp8LDK6co3Ud9nX1znxwJR+eoYXvjwNbC43w/uCykz54KPv4WQWMzGO3/jclB3/LJ1oFYBve/TbeDhdI1KC6zPD836Z537/d4EAAjag4H1vH/LEn1/hJG/DCUdFh0JOqfSU7cnjfPs3/RV2i+f57Gc/i3UT+ulp3vfu9/Ldq2e5t1vigRemMfraMiuUfOoPn8W6vG75R1mvi7vepd4pov9W310+jtc/5q4oFg94F9wGG1cmJTQoatHeKqTSiJhBLPnub1nj8f2Ix3/vCqWfkYhgpR6TceLdDxLp96Jlwv/8w/8zXKN2R3rk3fdRmDGuZodm0ZDNL2m6cpmZ3sb48P69/xvP8tK04nN/+geMy6sU1e6BSdAHv/k+Kut59o+fD2w/JKlaRSSSr//695KXm8S6z0a2xv7nLXtsc/8jq+SVqvuQIMAsREwWrbAWneLSn445489y7r1dKjfhtHwnxZdzSufY97JlnMSyx3c9+t1YYfnlP/4/AgNSBTFf5TV9kfJN77/Ai7Nz/PKf/r9AQSwCKCGEZMWf4m982yP8v/9nxVXxDABqgaH4LvHN/K3veBv/n/+xwZ/JYG0tEVhCavGSW+f//i3v5vc+/TxfEvvM3A5WRKH/tgEo+0tf9y5e+NIVrpYzci8DC6jW5MmiFT706P/KprrC73/2d7A1gB8JRV9F3PPOhzktO1yb/jn+yQtkPmEsJtz/rpNMS0FpMkTtnhlAoyW+/MVnuFfdz9jPuOeRDtNyFSX/FzrxCZ760rV2M8cLx1AlvP+bzvObfxBSxyo7xtgpRs3q1LNzvP8bz/KZP3oRY3KkiFiJL7Dqz7L2KORmh8rlOFeh1QqPf2mefuZcwQe+6X9BiZjSjNl8qkPqu0zFfkgH9pKO1PyVb13jC5/f5Ev7jpmYUPigJVfaCZWbBTaoDWAW3tTviru7emx36q71NTLRP47jOI7jOI6vvTgGeV7TCM4oiwK5QkgSMaQbrZHqARLNVhEcO65qxcjAnptAY2MLJNEqW6M/Q8iIjfQROn6A9rrWwhG1uLNFSl2DSDO8K0mSU8S6z0zkjKsE6z1Ta2jsT5td0+tik3K6RIVhLDfRenkOQBAR14yPLF6hJ1YZuS5ImErJ1O1SuDFlJVCqS6S7BzQWIFDAZ9U2ebUHOJwvmBaXifSQTnwCJWIu+SdJa92Dpd7DrfjnU/5ptnY2+Mpuj0xJSm8orOEb+4avENg313LJzEqch82iZCpmXMi6PJevcVJ3WEsFS5Gj8oL1VFNM1jjVSXl6qtkxBWIs2C4kuXWMK0vqO5zvCjZzz5VZyahSGAe7ZsKu3GFqrpMlJwOAJROuyZcwPmdmtummZ8Pk1oyxboKUGaPZRUb5CTxBnLNxCGvFlr3D2H3yao9unJDIHqkcsuzW6NNl4AcUfAktUiJv29S9Ri/pitginw4pRMmEHWI9aIVZK1ExqizaCqa2wilLGq2QV9tYu4/3gZllXE6iBsQ+wWJrzkFMpBJ813F19MetJkRltlEyoWTGixNPbkP72C3BYNGywzA7j3GzVrOiEVwWwgDydcFRGoHQ4ziO1yMO5tAHsCewNyWVDXo7jXj8lF32uEg1LkkurvGUf5wvTX6dXnoKqSQzGeG8JcEEByTvcHZEr3N/ECZWWXBpsnnoV2xFJRMqEhIyEt1nZ/YsW+4J1iYK43N2Z89T2XGw4hYSYzXX8sf43ckZKl/wzOT3SKIhw/gsPVap5LRNMxZSUfmcsQiC8N6nRKqLrrXIHAZjAnOjYEwpCk6pAWv+HTzh/pAnZp8E+whdn1HJEuNzJsV1dNahEAVjuYtxObPpJkl/ADKIERe+4Epe8Dx/zqzcIU57WBFRujF5tctW2mO7eC/Puc8xq7a5EL8DjcBiGJWX0Uno+zWCUX6R9c79KCGpPEz9DtvuObbzR7nkt9mzL2JcSTcKaW/WF2yPnuRF9x1cKsfsyj1yMWHm99gvLpKX11lLHiAXOZWfMqtCv2hlRe5LSlNx1TxGYXa4r/PtFLJk206ZihG9ehyO9bBlrQJIqbGuYCxD6lNCSI2qzAiVnKHLMk5UTO0Wz8x+j+fEp8kn/ytftp8OAswuaMJZN2NPSP48njGYeD41/SSVnZDqIRnDAOS7GZWdBrYYBudCGnEnPhFYnMV1jMmJky5SKCZuEyQYn1O5KVenX2IzforzL/49vvTSmKfFFyjsOLB1aq0g64oW4PF1ynLzrtzNndPQ7x8zeY7jOI7jOL6WIshB3Em61tfGWuEY5Hkt4lC6FgRXJK2ykLeveoGNo5a5INd5zzKcTAocgkt5RCpihBc4X6Bkl0FyhtX+wyg0iU3IxQwjgnNL4hO6pLhkHSEUS5GmtBOsK+knpznPI7yju0RXw8RAboMjS+WndOUqA05wQW5wuq+RAi5N+vxBeopRfhEpgx1qx3WIkhN01AqpVOROkxD0EjpymY7vo9Qz9NINzsTr5IxbAUdJSFVQMsa6nKXO27CuYFpuUpp94uwe7tXfwEnVp3COZ+Q2M7lPLDokmtr1w6KkwAEza5j5kn5k6foBK1FMJAWjyrFXlbwkn2Pit9goljFU5M4xMZLdSmIczIyn9I790jIxmzynDbv2FGfdSfqRZhBrTNGjrz25N3jvSV2KIExMjQg7yMvJhZq+3uG0u4ehjplguJzAc/u/ixCSQXYfkeqyn7/UiqH2oo0291OKiFh0SH0Pra6wknZZFucoxSwIZvqIRCoy0WE/XiOTQzJPcLQSEiW7bGSP8t7sNMMItooO1/zDPCc75AQXntjHpFqykkhOdTJO5PfwhfQdXOXLGJnSi0/SU+t0k4ShAOklJQVGBDvkgV9Cqrdzst+jcGMivUtRCnwNNi3HgnMdw0ps2K800KManyNTT2NkJ+j+OEPFDO8WLSHvnujm/DW8Q5X944n+cdxmtACPEASuiABxUKg82KAHR8HK5nhvWUvvYynWnM/vZanzNoybYnzB1O1QuSn3JPfRVWtM3S5RtEovXq8twCOUSgnZUcHyvDRjSuHouD6x7BGpLll6jq+LH2ZmLH+WPcF+8RJl7cw3zO7hjHwH79aP8py9DkBlJohYkpDV4vM5SbxCovqUfsqm3GTmdvD+ZEg7EwpZOwp65fHeM3W7XBNX6Zs+98iYh/gAz3Uf40WxR9IK9DqMHTFQG3x97wRjs8afdt7JS3u/x6zaxmvHRGySiB6Kt7MmL7DWeQhVp2EBTPLnSPQA76GvNmoh6phYKhKXIpDsMGa3Cr9Ls0PiUxKhgJhUDNAqAQETscc4v0qkA5MyEh16OuLk4O0M3YAvyWfY8s/jvaVyM/LyKp3kDO9T7+YbByf44l5a10NV35+nEhXejLnQ+TZOi1W+4l7iknqRPXuJZbeKlBFKxEEkGdoUZ+MKNtVljC9YlUuk0ZBpWeK8rTWXFFUNvp3ovJ1360cpVI8vZf+TSXkNY6dIGbOUXuBe/yhfFz/Mc8kuzxWfIVJdYjIcjsKOasHs2sFTKlI5ADlo61jJiK5aI5Z9cvMZ0AF0sr6iE69yInmYjSzmKaGZmOshJa4enxrjgfBaSLyX4fXwc3HVu8fkuUPh5eOu/ziO4ziO4y0c9g678WNNnuO4rQginIiDIshaZqRyQOp7SARdrbi3O+OeE7tI5Vi+tsSXdzqIQuFcQRqfIJIdVsQ5DCX7jClETiUKVM3mESIsKLRIWeIkebJH5WZomdAVKesprMSOqRVAxKo7yY5UKK/puT7rmeZ8xxFJj/dqwUmqdu9CoGWGEoENZHBIL+nQp+/7rEcZV6JNemqdk84zEiNmYoLHoUnI9ZhIQaS6rMkEqwwzfYL98iWm5XViH7GSakrryXyXqdgh9hlKOu7n7bxjKeXBvsF6z5d3U54aea7mEXRgEEtWEkiVYmIyuvsP8BxdSmewlFjnqRyY+qdyngpDYYM2xj3+7ZxLu5zvCqSAvQp2S8nICEoqTkd93n9C0NeWa0XGk/sX+IwfE4lxqz+xHCUsJQqRN2kEmpXO2+irDbSPyPUeWbyMdRVrLFGI4IQSk9GxXZZEh7Eec5I11v0y1/0eVgQzeusdUii07LTPO1j0ZlRM6bPKPV1YSwyp1qwlCdeKfitGvS6HnO1I1hKH9wLnJSk9smgFEUmG6gw9N0SIGSIkOVCKklLMkF4GYNGnrPgz7MtNIpkhVRfnDT23xNt6hned2KE3LNjdTnl+ukY8Dhb2WiQ4WVExay3qG4bW6yG6GSzUjyn7x/E6xQGAp3E31LX+mJrbUDeaMirjYXmebz1heGmW8nm+nqfEZ1qL8bzaRYgHiUWXUszoxCfoyrVgU+11a1MODu8MlgnWR2iCvlc3WuOseISHBoIrM01HLjNTW5g6Xbgjl9jwqzw8VMTjdXrJBqP8pSD6LhzGTREiQYnA1KvchH17hdLsY/wS0i/co9BEMti0F2aPq+M/I8/2OOtXWBF9lsQpLvMiGkniA1vRe0fhx6ylsOIFq5xlKzkV0lGtpDAjeskpNrKEZXeCJ/wFCpFTiCmVnKLUgEQNWEslD/t3cEVu0RMRqZL0bZ+19AESF2McJD7mRO9R+r5PRysiJ1mzpxiIDhsdxdCvoFWwnI9Eh4wBioj7xRnu7WV8Bs1+8VLNwnRo1aefnOJ0V3Ou4/jzPUlp9hkkZ0nI0Eikj4jTDYZuQC4sj4s/5/LkC7Xg/zq6drQUyDp91+Js0OrZs5dqkKQXRJ1livU5lXBYV2HsjF6ywUP+UR4eKja7XZ6eLVOoEc4btEzpyGXW6fHQQPB2dZbr0VpwxPJx0F6yJdZOkDIJbGM0qRyiiILuTgSR6qBFeK6T4nrdbnt4HCvx23iffjvfuZFj1lO+dH2DXfdC65KGDIwa4TQCh6iFyb2Yp2vdLaDn9bJQP47XNuZC1sfP4TiO42sr6o3fV7kuuFOA/5jJcxy3HMFKN7B5vCugduvQKiMSKrBUXMrm7Ck+h2Zt82F2yoi1pOBKnrJXVszMFp30LN34JJWbsuMv4nHsyZJK1NbeJNQwD5NqFx0n9FyPZXkOqw2b1dM8L56mu/sw65mmH4HxIaVm6neY2R22xfM8NbpA6TqkCq5MDXm1SxIto2WCoWBb7rDmCgSSfZswlZOaRZSSCU1HK5SM6vQxg0CGsnnNsh/iWCN3T+C9YdWdRSKA0+zGp3li+ls8Zn6XYvIBEh9z0T/G9uSrPNj7yxRmn4vJZZam99DVoWlemRmel0/ymZdKev1tZtN3cnZ2krOdqGX6TMUOO3SYVpu8GF/GzTbwxBjnuVSOuSKfxfrzlGbMJJ2Qm4ztUrFbOi7nU77KF7i8fR8XzZ/ixTdzNV9moiVXZnBxNmXPvIDHslu+gLEzLptv4HqleUk8yXO7/z8uLH2Ik+48iY2xWC4LTVHts5Y+SNfH7DBmJmZIGqcSgZIRHd8h05rIRFSiZCxHVL5Ce0XqpkzFDiOxBx5iPaAwI7b88zw7/kauF5rLU8sXy5e47L+CQtOT6xjnmFm4XkiuzTwvzaZcNV9hOboHRUTfLRP5iMJcIUdwgnViH2MIC70JexRM2Raa3O6RqSV8do692XOM5S7XyxO8uNdH7vd5dpLwR1tjnvafRQpF7DNysQ/MgruWzWvKvr2regzte3iHTJ7jCeZx3FkEkdrwO6pZPLIWr5VteiyCNp3lJbvDM5NzjA2UoiASWcvWiGTGaPYcPg19aqqXSH0PgIgYLWLAYc0YISO06tV26ppE9rHSsCc2+dyWYcuO2SqfDm5OrkQgyd0+18QOT+87LpcT9mcvtML5pZjVjooe60uEEyR6SCoHTNxVjGns3gVOd1AiQskYLTMSYK37DmZmi8dGv8ZK7xGkFyy5JWIRgYdlt856/z1c3Ps0j+1+H8NYYTB045MtG8bY6+xOv8peadFSEBEhauDZiiqkndodLk4Mhbf0fI9uooiVYGgT1tx5DI7NAgyOFXkPQ5HQ0YrSOQauQ+ENVyaWLXkVgEyv0mWZzHcRSCocY+O44p9kkj/Hcu+daBERpRmR6HB5anlyJHnC/iGxHrAqgntXLKJa+0fxvHicUXGRS5MvspzdixYJ3Wg9gHluinEFxoU+UiAxdhqs5OUSANZVOF8ghMYxa4X592cv8NzgGZ7ev5enJ2NKxjhX4VxJ6Qxb5dN8KYb7tk7zVXONSHaIyNBeob0i1j2cL0L7ERoVR8Ret26ZXgbXsH1zicKO6CYn6OoTQYi5NlnYrwzPThKe3ndMzDWEkK0NPQ4cgfkqvKwdJzXCGzyydqN7kzF5jvv+NzRGo1H9f18bC67jOI7jOBij0YjhcHjHxx+DPC8fxyDPq4yjaPuNjbp1BdYVOGmJfYKQETvl8/zR3jrX8mVOdyImBrbZRSA5mT6CEhHGF0yqa6R6Oeik+DgwaXyHhIhMayYyQYsUiQg2rT6kiF2dfIE8G3N29DDrusfIVLzkv8z25Ckqs41WS+zIXeREYHFsyy1i3Q06AG5GxYxc7NM3q6DhutrE+BxJhBEdEpcQlwpjCyZym2syJxfjYN/KgAhJpjTj6AR7+YsoFBJBKjTKrXBP95tJdMwV/xSZWmFSbRLpDuf8KUTc4+Lkc7zo/4A/rd5DhxUsQePiYX2Kq2rGNfMkV/zjfNktgXfszJ5CiJhvWn6Ul2zEs6Pf4lp6njVxP8YXXMm/CMD7lx7lBTfgif3f4Llkg745RelGWFcRqQ6nWGMUnWZHXOVTuyUFMy4XX6YsNxl07+eMW6GMZlwvvsyu3KTyOXm1w8bwA5x051kSHQw+uOioLlJGrLnT7KpdtqynoiBnzFSlVG6Z1BWM5D6JiRjLEbkIKW9jEWxuN2zYwd1yV2o7XkkWL5O7fZ6Y7dCfdZj5km1e4vr+5wBHL3sbL8n70eOzwT3Hv8Tl8otMy01O63chkegGgBQJHTI6Im4XUhW1G5xwTKqwi9sX66TRkFj2KN2YZ0ae/TJlauHFSclX+QKlnZD6JYDWdaaxT29dVYQI78rrAPYcx3Hc9WjF9mXL2JEiDKceFxbfQgNZzXRIKPyIz09+hd/bPsuy6OGEY4kzrRV6TEwWb1PaSe2omLTswRAxUiR45VG1HXqTihP7LIDuXvGkf4pt8wy7k8dr8ClByhiHYyz3+KJ5ks3qaSLdo5ecoqfWiX1gnMZRsGKPRYeuWGUZx758CaAGYyylsSgZk4gBWqT0WOVe36WjE7pDz271Alp2AujR6Mz5mPPiUdaG9/EV9yyD6QozsU8qBy0w69KKcX6ZL7vHWXLrTMQkbCz4DMQq0/gkU7PN581neU5us+7PIgQoAZGQRD7ionyKz+YZF+VTdFgmEhItwTiBw/O8fJLEjLhefIU0GtKX63TdEI2iEAXP8AJpKbk+/nM66XlStdyyJCWSJ81lxFTTjzZ4IP0gPRcYupW3aCSp7DG12/TjU3xD9iARmpycRMTkfo/STrG2wPmybkcElqRcp+eX6KkepZxifUkiuqReYeUJdJawM3uG50d/wBfNOS6qF3E21FvjyLY72WRSXOVJf56pGDFko9X+EV6SqgHOG0pkm35rhcFikL7WCBIRpRnjvedM9B4iYgpmQVQcyZYb8wfXKv7P/FPsTZ+nm55CEIS1G5B9PnlWCEEAenA1vvO1QZE/jluL06dP8+KLL9Lv92tB8jdX7O/vc+7cOV588UUGg8EbXZxXjOPy3t04Lu9rF957RqMRp0+fflXnuXNnxWOQ5zhuNYSq6fka0Vpkh6p1vsJQYIVlLTnHPe5B7u1mLCeQyJBS1PddutE6Qxy5n6CJ6ERdUtFn7EscPui1EJFKTaokseqjiTB1yk1wSBmynJ3lHt7JapRROc+W3OLa6AvE0TInBu+jI5e4X59kKVZcyw1jlyBFRGFGGBvSirRMcW6AsQX79korHjoTmpncY9sPGZgxHsem2wwsH9lDE1F5RwYM5ClMWjEVeZ2GlOHwrNh1zokzWCylz9EyJlFrrCUJwi9xLn2ArorQQhDLkNNfWMf7zl/ik+K9nMm6eA+7ZcmInI3OA0Q+4kOnCp549l1U/YcpxITSTxAoznW+kcz3+K5TBc88925E7z1UoqLjM1bjjERJ9kvDN61r9PV3EUlBrASl9VxIz1LGhpHP2VP7bLLOODmBQpNxghP6LDNeQCKZ+pJClBhhyeQyg/g0mY/Z8p5C5MwITi4Ox764zDkTcdVtMpKr5H4f5yqsny/oNvwalZsyKa9iXYmsnc+SaEDqE9bShFgmXPTvxQxzrDds7n+eq8VjrOl11qKUe9wZVBrzVLLZsogMlghJovp0fEosFc6B9TEyTMVJ6dKNOnhvEIyIfcZJ+SAdsUyqBLGCTEOiYpLxN/GC3GSfZynFDOerkJ4gNZDiaqFp7wvwwUpY+Lujg+P9HVopHrtrHcdtRDOhEIga4ImQIm71eLx3GJeH1BUh0bKDEIpUL3EifYiz0ZBEStb9Kvs+wwqL8oouKYN4hdzvY1wQNR6LrXpBHmGcRqkYKSMimRLJLq62+fY4Bn6JZXp8Q3wvz7pT/In+I4zZA2FxLmhu9dyQC/5e0qTHbjYg811Sm5ERsy+v1zblQxJ6JD4j8xmxHpBEw5Bi5CoqO8HYGVJGeG/o+A5rqmI9jej4NbSOydnnitwCAgspdRmr9LmgVli1a1xVVyj8uGaDhjS0jlol6Q4wPmfTP8eEHRJOkfgARPfUOrHssSLP8xX/AoUosN7j637LCkvpZ1Q+D65lsh+k2H2tmeMtRhQMxUmW4vMA9NyQzKcYLIWYcd0+zb5LONF7J6JOgxM1MG6p2OIltL+Xh+TDKHGRXWZMxIxcTBFILrBEX59izW5gsn1y69mtNELYYC9up3hfomQXpeJgH68HdPyA1GVk9IlkSqUmIR3bpQwYUomKpc5pJIoL/l52rGfEldowwQKOSK9wuvf1fEP8MInscdHskcsZEzEhJkbLtGXdOBeYOVO/047v1lUIhvSidZSISF1ChSGq0/cyn7CiOpzpxNzn38ss3Q7mDzisC+5axuZ1ei416KlxGHwNECLEXen/73g39zUtxXHcbkgpOXv27BtdjFeMwWDwplskv1wcl/fuxnF5X5t4NQye47i1OAZ5XkUELQZRT/Y1SmZIGdcuJDGR6hGLjEwMyVyC8SMcnkRBVM9HLGBrV6Cx2A2WrlSccufIJeyJCYqIhBTpBThIrcJhcBgkComs0UxJLLv0RUJHS/Yri/OOYec+1uIHGbgVZgT3I+tDqtO+uM7u9Bm8d3TTUySqT0+t431eU8oDG8m4onblCNd5xN+L8wEgCp5iuk73yTHGsUZKIrq8IC9T+DFaJDXbZ4hlAyMMI3+dSXGdqNNjrzT0REVfDVhPNd26Ze6WnpmFkVF4fAC4JGQ6Zc0mQaHCe+5Zvs7Ks0P6OsJ5MN4jAV3vDl1Y3mLl+WX6ScNkEaQq/G1UQWEFxjsyoVlLJYqQ6rZbKEZ5zsiWYYfVFeyaF+nrUyQ+oRA52/IKzlsqZsFKHokmYcSUPVtgZUi/aHbmA+hh2Z5+lR3xbMsC0CpDyzChtq4ijYaspG9jYq6RV3vsz56hMCPGckxlU3S9qFwVF1j2K6ihJlF9AJQUdKWiX+v1NEDgHOypqISkdJbCG2YipxA5pZhR+ikn3BrOl+z7K2iR0GMNKwyV8zgviGUAKQXBaUejkb5LppbRIqFUKcaVGDvD2BzrwFOAv3s7ub5+C27/uOM4jtsNWeuvBSFiJeOgxVOzGozNqcwU7x1alcSqixSajCFKCArnqLzFC4fFUMmS2GlS30cgGImS0o0Zl1eRMkIiKWw/cPFUFDS70Iy4ROlnxCKI/HdchpYQoUmiZSId0r2cM0zNNtvxZZR4lKFb4rQ7TSQkqQobB8/ZiMrNKP2MWnmeQhR0xSq9aB3rDZWfIYyiMhOMmQVNGBlYGkoKlBCUfsp+dZln8z8lkhmd6AR9tU7P3UNHKzoqovI5o/ISnegEurYodzi6co01cZ5r/lnG7jp9uUrkA1jT9K1LboilYiS2Ke0GsQTjPDMxZcgGD8kHeFJepvRTjPdY7ymtZywmGJ/Td0O0SDE+r1ONNQZLzpjCjuioVdaEY7eu24bJk9s9Cjsi9jGZkigh2JV77HGFkblKaScMygfJ9CprbBBJQW4DuCRdOLf3FiW7ZPEySqTEssswPQfAVE7I0Zjarr2vT7EsY5QQVN7Rcx2UkCghmYop02ob5w1pfKJOEVSB3SsCqJXLGWOxy9hdIxId1v2F4I4mZHh+tmBUXsLV7BshJI6zxHKVyCdMKShESSVKlNcYHIWzOCAjzHOcN7W7ZLBzB1AyPQB4hjQuajt1yd1g89zpbu5x738cx3Ecx/HWjeN0rZePY5DntYhmsl8DPFm0QioHDNlg4IacVwPeuab4ouihkFyfOcaVwHmYGMeuDLorQ7cGEnK/T272we+y4/aC8KOorbbpsW+XUeUmadonFRm4MJEv5QyJ5qrbpcr7ZEpz2p/k69WHOBNnKCF4ZjrmaXOVuIoZyR0qV3Cu/810WWbolsmI6YuYq/ILaJXR1yeZul0w+0gZkag+XbWKVp4sWmZJDLDCBJFgH1GKgl2xiXYhlazwYwo3xoi8dk7ROGHpui5SnuZtvW+n75cRAna5wtjtsD0+zYruIIEdk7Mjt5H7EVeWn2U6O0nqUroiJRaKWAossDnqUnhLn4hESbL60RjvKa1ja9xh6ipiEzqDXWuZ+JJCFIzkDquT+3mJS6RVl9loGSVgbA3bYpcdcZEJCRvuAoP0BEt6nYFdbh3PgJDmZvfQdRpd7va4wh4jEVSUOgyJZIqstQq02maQnSWWPabVdRyOSGbB1lxkSOk5ET3IEM+enFGkJVudq+R+n12u8KQtiG3CRXGZB+U57l+KGO5+C/fKDWKpmVnHnsnZUZvEsseSWwLC4g8gr3a57qdUoiSXY3K3F4A8X2F9wbSCSKZkcpnEd+j5PqWfcC2vKF1EogSV9eTO0XE9Pjg4S27hydEKe2KfHR3KOhNhN997c4CpdDfiWJfhOF7vaFibWmVEKkWJpGZFBGZDUe1gbI6MJbEeMGOPx6oXuFo+zpfN0y2jZGK36Kl1zvr3k9HDSsNAn+b58W8TR2tEqsO0vEIWnyRRQxIRQKOJ3WJr/Of0svOM5FWesROW879GIjMejL8NIwwlMwqmlH7MxG3x6emvc6LzMLHo0lGaXqToaMHSeB0lNtmePIaSXTrJGjvs0WONHiewoqQQY6QOor2z8grj4grXsz7XvGNQbtABYjph7IhPMSovc238RUbxCXrxkBMuIZICYQXGFTW4I5naLfJqj25nlVNilVxNGRefwmbBAh0PO+Z5JsU1PH+JWbXN2F8jTx4idZKZN+yKS0Rk9HWwf98snmIWv52eU0ytYVtcZlZuA7BnLjIurrDcOR22Sbyk9GOU0Jx2Z9l1jsv+z8mrXXrxyQDQ+yL00UQ4PCNbcdl/hb3Z83hv6NWbJLHsIl0AeK6WUy6rl1irZhTlJpEekkZLZGoVTUSPZVbFBaZin5G9QifvY+wMIRT9aBmdhLSuwjps5dj1Uz49/XUemz3JanY/Or5AxpCYjMjHRDbiC8Xz/E7xm8ganNqZPE6WnEKJB4hFj8rnoBzj4grTcoskGjItLrHSfTsducTQrWJExZa8zFX3ZCuqP3FbjPMrRLMf4Bn5FMpFGDcjL3ewLifSweEtUkG42TmDcQUV4J3DC3nXQP47n+i/9mU5juM4juM4jtcn/B2OKXd63FstjkGeVxGBKD6fWAiCy0TD3lmxy6yoDg8MNX/p5B42fpAHBoITiUFLT24FO5VGbp/kosk435mxla8GUckkwWGYyau8ZL/E2FxlynWUTBipJc76qGaEeCSCWEQsuTXOuHtYjmKWEsUwhtxqyn6XC12IFSwnfbrxSQaRBNaYGs+SvhhYL/VObDcSjOJ1Utljwzv25DZ5HNg4q+4kJ8WQTfllACpRAwNCEXmHrHfwZF0vqRiQqgHLbp2e67CkE06JVVY6Cut7GFXSixQPDgTPuPtJhGItTTiRCjINM9Nj3/T421/3GT629XWczGK0AB1ITVQOpsbhagq4RASNBinwgKvfY+MEEkEvUiRK1FTyBOP77BfL/LXzY9RLF4glrCVQONgpNP18jb7pEQ9GlNYzM8tcUKfopJK9wjASpyndSfZ9zra6RiUKCj8OdspInHBUFG09AUQiRQjNKfVOTrg1rsSXyRkjhSLzA5bcElG8xYpbRXb3GVbhNT1vlxFC8O7sLB0Nk8qTppZ7eoL7e5bSJZzvpaSBrMRW0aVfJrzk9+mJhFlNo7dY8I5xdZVCjQNjyxuU0C3j6974PALBClNiLVlOFM4NeGQ1Zj1x9HU4126luTxb4tR0j+tFxLjsoEpJSYkXjkLsH7CVvptx55328Uz/OO48QkpWjJYdOnIJSYSXjkpN2ReSogpAfSoHPOTfxQe6F/iSH/JHxR+Q6iWEkGxPHsd3HT3fpSMjMpuy5kdsZffSi9fpyXWUDEyJRHTp+1WUVwz1GUxnRqqXAtOmvMZJv8FKFOOjiqm1jGwZ0m7QdGSE7hoKN6LwhsTXzEYJ6ywRx4EJWNkJs3KHfXOFTA9rLa8YJRIiUeFURim7WDdhe/ZVXvQTzlRrXFCKt7nTLLsVHOu8lD3Li/aPmMyeYz99BOtPsp4qJuMLnMm+DgCHpXBjimoLiWI11exPTtCJ1+j5Pl2lcdZTVCO0yriv2+N0/G5eLD6H8x4hwnhjfE4kMuKaoZmXWxDPxyJDwen43dzf7XNC3c9W+WeoTNORGukEmVxGRwlrSUwmdK2dY4hljx6rZNEyG/Ysp7MU5yH3Jfv5i1Rmh/X+13FWPMIF8Tb6pHRjxQt+j5fUs1zNH6OX91G6h5YZkcjQBFFu6VRgZNkr7BcXce4B4mhAL9pghT5GbzM1gY1UeMtI7nF/9z3E6TuJvKby8+fajzS9SBL5Faw3LZPYZveR6iV6rKGdJhdTSjHBmn2WOvcyUBtsq5ShPsOKP826GjC1Qatnc/I4w+wCseqyN3uBpc69fLDzAN0o40/M41RuhveGWA/oJRsksocUEc5XFCK0V+PyWhvo7rB4oOn7jwH+43htI0kSfvqnf5okSd7ootxSHJf37sZxed98EVJ/70Cm4Wuk7z8GeV5teF/bd1Y4b7BNProPNPBUSfqR58zSiA0lONcpOZnN0MqRV5pekbDZjclHPbKsQAlNYTWRC/mTZ3DsqFWsLyjMqGV8CBFTuBHXZY6lIiEjIqajIk52FMsxxNIjhaCroRd5liNHR0l0N5TJesGoEmxmCuPmr0lXQyaHDP0JUjWjY7J2kXAizri3r/gj1cX5ih3zPMYG5xWtMnrqBD3WEEJT2D0qPyVjSM93GKqEpVijBZT1xWIpGcSCC13DLO0wjARrKawllkw5KicYG8mJ78w492sx57uB8J07QekgN6CEJIsMqUiJZAB5mtACEi3pRIaO6jKIBakKqUaZ9ihgN1Hc9+AOD+510QJW44qpVQwjRT/SdPMund6IzUKwlYfzVjZ0EV2t6HiFqARjMioKZnYH58/QVUvkXGTLPV+7qpRoGdNRq5wQfe4Tp1nvRkTTs+S1EGdHxKwmCXsSMiKUAuokq34kiRVsZDDQnmks0EPBycSxFBl6WpMo6EXh2cdKoGVE4mO2xIiZnAb9BCqW6/oxbkZV62skasC6PcOy7DDwPYQQ9DoVkYBTHRjHKWcyy0Za0I9DeZfLGCVSzvcmeHpkWpNVGk0jQmvx3tUizOauCi8HPZ47Sdf62ujsj+PuRWMjnYg+qe8S+ZhKlMg4YiQuhb7bV3SVZimGFdFjqXMfyzKk6oyTa6RyQE/FdLTElhGZTzmbvJeT7jRndZdxZ8a12WOIWNFxGZHQnLLn6UcrdFwXKww73XOkMjhOZTqAq6VTRKj62prIrvM0f8oVOcLZDSKTkShFT2t6dhUbVUzVNuP8MruTJ0kGA6biLMqHdzoSWchWS0MK7SS/wuboi1wcPMLD7gyxlMRCczrpQHEvk84mm+OS7epZrthzGA+RVJyyZ/E4SgxeO7Z5konbZFxaSlGxrh7kpBiymmhkIUj1EI8jUdDxfVI9JJEBtE+lIvPLJHQASOjQS0/RkZpUCxKjSOjRcX0yTdAiSk6x5PssxxHWa6b5WS7KZ5kaxxYjSjuhl5xilbMMXbj2kgoc0ZGxXFEvkReXGHQf4pR8mHNilVTERDIwj7bKgivFl5jkL9DLvodI9YILociQQuOwlCJnxBbb069i7B5p9A109Cp9cZJMKvaAqbGMTMUVeZnr9mm+2b6HLN6hcI6ZDSBdKhWZlkRSkAjFevIwK26DxMfsx/eQ+JSBC6mAgYFqyNIzvFc8RFdonldrOO9IfUJXKyTQ8T2SaImBPk3GANsxLKtzrCSwFCt0FdL7GgHvVXkPutZXKuQUS2CFNm5zQG2h/trHnfb9xyDPcbxcJEnCz/zMz7zRxbjlOC7v3Y3j8r754k7Trr5W0rWEP1YdvaXY399nOBzS7Q6OcAEIzlpSpiiZ0olXydQya/4sK6LHmW7ERga7pUCI8G0PVM6TWxiVQdNAiPDZyJbsiRGRj1AoxmJEIaYYHxAGiab0M0bFS1iX43yFlEnY+VQnOesv0JURWoaUsI6WDGMRLNWdYGQ8ufHMjMfhgTkw4j3kzrLtpqzIDv1IYV0om5aCSIYvPjHdYSJGTNklt7sUZh/jCpSIyOIVCjNiVlwh0ktk8TJDfY6O7yO9YibG7PnLRCSscJYhfU4kMYX1GO/RQta6RYJECyIJG6nnSi7YnDlK5xnbCoNDIdBI1tKYnaJix0+oRIWhQiCIfEJMxLmkR2E9+yYcJ4GOjEilohsJzncF+0YwMx7joHBBx6FyoY5SKZlay66bcV1cpPAjYtGlxyraR5QiZ89fYmq2meaX0KpLLz1DZacUZr8WTu6R6D49eYLIJzygN+jFEmN9sLp3YVfae9iswrNe0glKBL5YIyAK1IwrSUdDpsLUebOASeWonEeKsDjYZ8YlnmBcXKGyk1ooVtFPz5KIbqshItFEIqXnhmg0UzEl8QknZB8tw/MorKcfSRIlSBTIulzWe5ZjGFeC58aWXZNzRV5m6raYlNcwdoq10xoMPbq78d4zmeyzt7d32wJxk8mEXq9HltxTW1rfXhTlNX7u//n/4B//439828cex1/8uLHvF0GMVyiUTBAiItY9Yt1nKE7R9X26ZAgEE2bsyk2uTL+IcyXr3UdIGTDyV1kSZ7hPbeA8POmfY+q2eJB3k0rFrpsxEiPukSc53VWkUvDc2PC7k//Gano/D4uHkEKwawsSFGe6CXi4Oqv4bPU/GEZnOevvxeLYE3sArPhlNIpL8hJX8z9Hyoil6DwDv4ZG0yFFI7F4ckq25FVG5jKT4gpZvMZAnyGjz9AvkaJJlaJ0lktc52r1FYybsZTcw5CTxD5hTXZBwL4t2ZRXeXH8GbTqcCJ9mA5DTvhlujoCPNum4HHzP8nLTXrpGaTQPCi+nns6GYNYsFt6/nD2ONdnX+FC9gGuu6cBwfujD7CcSnYLx1fNNTb9c6yIc2z7F4lI+Lro3Swlkp3c8aR9iR33Aifk/VyzT1K5Gd+S/mVOdQIAcXXq+FPzZxRuRF7tUtkR93W/g9OcoKMVhXVsugkjscu2fZbR9DlWe+/kBPexLgdIIRjbkjEzxnKXkb3MOL/Eaudh7vEP0JUhzSt3lj1G5GLKyF9lUl4DIRhEpznBPXRIiVBBA4eKgoKZHHO9fJJZcY3z/W9lzZ1EAiMmVKKk43ukROyKfS5Wf8Y9+ht4pLOKlnBlZtizOX2ZoIXkkt3lefNZ7tXv45HuCsNYcH3meKy4jvCCk7WV+1d5jpnb4SHeTV9HXDdTXuIpEhn65+v54xTVFqvdd7EkNhj4AQJJTs5UjBn5q5RuQlHtY32JcwXeVQfGgVfT7wNcunSJM2fOkCX33pE7U15e4V//63/JD//wD9/2scdxHMdxHMfxxkQzL0vj83eULeC9Iy9fuOOx560Sx0ye1ywszk1xLmfsS3K5S5FM2GGZ7fE6T4+DSHCADMJ/LRaLw4lAYTZUlCLHCROEeIlQ9SNKfIeEDgKB9hECyVK6QS4mzNwOpR0zLTcZu8vsx5dIdJ/E94lESr9YoltkpFLhPYx9wZQZs5r+H/kEXQNKTek6ZFTOMTECLQSKoMFSWk/hHB1SEp+wxDKlrMiTGYWYUroxlopIZcg07NQaV7BVPs2md5RmH2vHSJkiZcpEb7Kpl7hSreFwlH6C9QXSaJSISYoeCRnxfkIpCva5TuknNavJoERErHo8W3SxviR3e1R21qbuKJkQqQ5XywEeT+H3w99xxKpL7Lp07SpPzvpYHJUomDEKjmi+ABSJ6KJ9TOHHzNwOs2oH5wqMHSFETBItI2XU2tV207OtEGamVxlGZ4lESuZ6wSjZBbHqibE4D0oGYMd4cM5TOhvEV5kyMpNacFTU+ho5RlQor+lXS3RIDjzXiZgyEXsYl5P7PfJql9KMSOMVsnglaOzQI/M98GBEhWso9B4KkZPjMaJkJkbssom2MZFNguypUcja9Dn8DsLjGoXBsiO2mbDFuLxGacZYO27dVu52HGvyHMfdj7p9CTEXl8VR2SDK7iNLIZewfp2EBIWi55ZYyx5karfYnD6Ox7PReQ8n/RqDWFE5T1p02TbP8JT+c1L6jP01umKNpeQ0SzHgPV0tiVWPrfxpXkpXkV5SiBnrfp1MQSIFxmmWOM92+QxVNMXj2Zk8RayHyOQbGPgBK26NOPkGZmKE9SWX3eMUZp9efJpVcZZ1lujIDl17npFc51pniXF1lSvTL5BESxC9i9ivEktBLDWr1Qomvo+L089xZfTH7CYbDKLTdNzbWdIx61FK15zF9r6BnfI5rs6+zDA9xxIDQKOEIEUzjM7ivWM0e54kWqWIK8ZVAkIyqQID0bqcK+YxJsVV0niFXVFCHjMyFTM5Ym/yVWZ6k9Ls0U/PsV9VeB+xa0pmYo/92YvYpGRWbRPrPlNjGFcRQghm1lJRMMovImXMILuHvu8TKdmC2btyk+3yGQqzz0rvHdzDO1nRQWdoZhzXxXV27POMpi/iXcVq752s+bMMddx+J6fkKl9lNLtYb4qsclI+wMD36NXC+7tuxos8xbi6TKL6JPRZie8jiR5h4AZIYFfsc919lf3pc/TSM8Syy6zaZSk6z4YYshSHtqqFYMqMfb9P5BKu8VVmxRWGukumoa89VSKJ8oiLPMG+D44n2+UzDKLTdHVEL5ZAh8Lcw1fzT7djymr3HQzFSRKfUmExFIzkNrnbZWZ2g3GDr+CGXdNmq+u1ieO+/ziO4ziO4ziO42Acgzy3GZPJhMXJROOwRb2oD79HeL/HDlcQIkLJuBbnTIlkRqS6CKHw3gZHIF/hXFgIR6rLUJ8h9gNiH+OEw1DisCgiYh/T830yoYmEovI2gDZiynXxAmN/ha3di1g3aR2/kmiZWHWJZKCaV25G5WZtmlUAQlJi2SOWPYZskLiMAsmsAaTEQdHcxKekIiYRqt6dNMwomcoJFSWWqq6fwBSZsUfu9lEuIZZnSdUQgcSYgtJAwRbWG6bldUqzjzF7wcJbaITM0KrTulDJ1p7eYOwU5039WaCFKxm33zFuF+c2oXYQAWqB7A4zYXF+C+eeCWlMNse6Gc7NwrVkj0j36MbrRDKrhSz7dMUKQkpKxlRuhjCaWPboyrU2pcHjEFYSkZD5jNSndESEFhLjHaW37JCzvVCvwjfOXBEQ4YRlLPeYuE0KNw7Wxa6obXMhVt0g+CozvHcUdp/CjCjNfn0PmkgPWc4eYNVeoGf69OmS1GyXwltGTChEQUFoCxEJ2mukcBTM2PEvUth9nDN1/Ue12Kyq63dKaSYYl+OcwfkSX9uoHwhvwg7uTdO1jifbx/HmjskkAK4B4IkQIkFJEMLjfYl1Od6/hFZDljr30pMnWPYniRiwxoCKipkM7obr0w0GOoOpxBhHYQXTouL67DMIGaNVn6x3jlj0iaTEedC5I7Pn2Z1+gaeLz+N8FcqTfoALo3V6qWDJwoP5e9j09zFxE3IxpicjYp8xmJ5kSWV0lMIBE2PYczNelE+yX4zJZxch7dB3JxnIhIGUdL0nsUvsyB0u+i8xmWyzmVxHMSDKQ9mUi+kiGIh3MJVb2KLAuAThuug4JVMSbR0b5YNEcpUtnscVEfveIXxEIhSV16TyFH1ShFzGVgVX2abKY3q+w1jkFHg64m1EpkdXDvCV47LdYzfvMpZ7bJtrVEWKqzzWpYzslOeTTXr5kJmYkHtHVz5AZDoIlnFVxSU7Jp8tA55tOSK3lsifpitOkFVDnO2Qi5QcGPucQoLya6zJB1jJN1hVy3R9ANnzymCJqVyMcidJ9RL94j5it4SVHSyw66ZsqhE7s+tI2eVE8g7W8lOsyh6xlHgPU2fYElts5hep7JRe922s+PNsiGVSqYikCAxTk5FLD7JHVHXoscqqjzllVzmRxuhCkBvYGY24KJ5ne/pVYt2nNCM68RnSYkicx2gPUQFqZpi6gpfG/wMpE6RIiHunqUSGqyIyD6tlSi6+lUoVRDYhMnEL8G/LTSZui938OUqzj/cVUiQIIfHeYd3siHHguN8/juM4juM4jjsLfwd6PK/muLdaHIM8ryLmFuqqnZhrlZLoPkokrfWq8cFFpFn4Om8QdQPz3qFEQhIN6Mo1un6JZbtMIjSS4A6V+xKDRdZ2rz0Zk0pFqiRCaJZcTOG6LJshY/U2tga1s5Hdae1Ni2qPoLoj0SpFq4wsWgmMIZmgiEjlkMwP6Ll+68JUiZyZmJGLCZYqfM93SXzcijVLZLDi9ZqeT3GNADIi6BMQdkEr4SikCQCIm++COzwGixWWWTqlFDMKP8L4AuMLAKQIQpWJ6BH5UN5wrG1fVkVERIzyurUKtxiMMFQU7fcCDyVq9WlyxhgKKjdtr6VERCJ6xD4j810iIiIfBeaKn5ddSIlGEiGJUSDCvVrvMPUENkIS1Za7oQFISm+pRMVUjChFAFhS3yP1HbTPgt2876CcRgpJpDoUcozzVdueShMYTdaF1C5RWzn30zNEqkdXrtJlmWW3wrLokGpJLCVCQOk8kZV42yHyESkZEklCRCQU0kPlHR3RZ6L3GPlrlH4WAMm6/TbtOVJZYG6JCCUD48fhWochY2dUdhzo+hQIf3d0cI4F2I7j9Q4pY7RM0XK+mG3C4xDIFuCVQuD8CgCRkjg8O4Vh3xVYZVhKztOPTwGQiB5Dt8bMeHaKOrUFz3l3P73OKjOxT+4CcD5lj2t5iRKBLbKRxSzbVWZmmco7KhwaySDRZFqQ6dAPzYxkYDRR8Q6GyQb7XEeJiFzkJF6TSUUmJZnusGJTltyQ/XREzoSSkj03I7IajaRDxhn/AKU8T6FyIuIA/ltLQ6QeqoTIrdOlS1UDVDMKnI/RSE66EzjWmHGeUhXM/ISx2GMqxig0p/1DdMjIvMbgqbAUrsQKS8f36ah3obL3zvsfYcCH/n7oVljlBKmI0T5Yks8omTJhW+60mxIb6u1kvhOs6OuSV95SUFGJiiEnWOEUPdutQXuBcSGtt/KWLkO0fBApJYlPyVxgc41dicUyFVOU11xIP0DP91nzA7qxDi6R3jOuLIU3IOBE+jApPU65MyzphNVEk6qQ8m0cpGWfVduhdBeQCFIl0VLQ0ZJYCnYLz15p2ZJbeOcYZvfQkUt0kmV6fkiqJFMLrggi/gkR6/pB4mEXAIEiET123BRXZHRUSNG7x220acMOT+4NYzFtx2shJJHqtUw35w3OlfX7QduWX8s41uQ5juM4juP42otjTZ6Xj2OQ57WI2kK9YTookRDJDrEIzBlXs3WCEKE54AIkhGy/m/oemc+IhCJqcgy9a9OoIExmrHdYL7Heo+qJjUQQCUniYzp+gBQKoSSx7FGpwHbxdVpOYGME0ESJkBImiULaFnOApAFgIAhJOxGsZsM9eQy+1pHxeA+unsEtAjyJlAghsM4TeYlyok4Im4fD1/dkkYi2DJWcO1IpEcoX+2AVG9xeFh5BzYKJ6qOb/PzmvMHs3OGFO3jdOuWrEgWVzNqFWSRSYp+FibpPUSiimr0i2zoPQF8kA4DTAFqlbcC8GsgjuKM0UXk7r1dUm+bVsJ4cvr27UB8JsQildSJB+yQAbiI58rkmsocmocsyqe+QEAVdn7ZOPNaFMs3LIWtnsrpE9Xczn2KFoRA9hFAUbtxeL+j71GlcNTDWpBcaX2CkrEGhCmFle0d3z2HlTjvt44n+cdxaHOWoKIRCNyCn0AiCuG4sOmiv2v4CaN8r6z2VC4y+ghLpJakYtOvUyCdEPqLyntwGjS3rIBYRAzckFjGxyNAqQQpFbg0zE2EXukUlBc4JkPJAGQ6r8CkRAIlYBtFig6XyFus8XoSUzEhKYhGRugwjTeifRVW/OuGd1yg8Ea7u3SsMUzfPla9ccINsXCjbOiH0TVHdD0ov0D70i1aY2sQgouc7pFKTyjAeGqcpvA5l9QkC2fb93nuMd21/ngiNQpCq8Dwq71BOgoNCFFihkV4S+4SE4K4lEFg8eNempiqv27HHElKXm3srvMULF8YhH6Nq57ImNdtgccKhiAIT1qfESh7Qw6u8paJmaooOsc9QYv78HCD9HMoOfbZo61ASdPhKF3T3pjZsgqRyQCQ6pL5Ht96kASht0OQrXWgUMRlduXagfReiYOqDA5kM8D6HQyLQIiEWGS5aaTe1rDdUZgLM28Hd8C2/43St467/OI7jOI7jLRvHIM/Lx+vjbfw1EmKhOhvIIRIdMjEklcPADBFZy/ABEEI1y2sgTLBLXzF1FWNXMvYFYzFhLEfsyE225BbX2OGy2+VyOeVqmbNdlezZkqkvKTFEPqbj+yxzmlVxDxvq7ZzS72RDv5OT+u2s6vsYqtN05DIRDRAVGC0jsd1eZ1vuMBZ75GKCqdOKnHBYDGM5Zo8x1/weV90eV/wu19hlhxF7jJn6itxZCueonDswMXQE8KXy9WLCLzBsvCbxCTEB9Eqpf3yPmADwRD6wagKgldHzHXoiYyBSejKmIyM6Utc/EV2R0BMpPZHRqVOnkuY8Nfsn9hkJnfZ6DcDTsHckogaM5uU2HEw9si4s3ApnyZ1h7HN2GHGdvbaerro9thixJ/YpRN7uIAOUYsZUjNiR22zJLXbkNntimwk7lD6wjBrGVU+us6IvsK4fZEO/k9P6UU6pd3JSPsgSpxlwgsSnSCQFFSNbsl0VXC1zrhU5l82IS36b63KTLXmdPbnDWI4Z+xkTXzB1FTNvwkIOAmhYt+rFtqtFQix7dOQyqRiQiD5apEgR3SCG1v77DgQybyW8d3f0czzRP47bCu9rjRHbpk5KERGLsEDuy3V6rJH6Lg7PjII9P2PHTdlyoc+87Le4KK5xSV5iV26iiOj5JZbdOgO3giIilzOulzMuz0ouTyu2ygLrHQkRQz/ghFtnyAaKiCvyKs8Wezw3nfDCdMrFfMqlcsRlsx/6Z7vPpWLKS9OcFyYlL00qLs9KrpcFIybMRHBDKv2UkdxhR+6ybXK2y5L9yjCqKkpfYUXQXZmKffbkFjtykz25x1TMKEQZAAExYo/rvCS/yrPyaZ7yz/NV/xIviitcldcZycDOKUROKQpmFJS+oqp5mQHwCeNA4pMAvPiYuN78UDLoxOnaSSoVmo6I6Yhooe+Pwr9FAGwSoUikCvpyst4QEYqE6MB14nqTIDxd37J4ZiIPaa0iZyxGbMktLomrfNW/xFP+eZ6ST/OcfIptcZmJ2KUSJZWomIkwfu/KXXblJmOxSylmWGGoMMysYVxZdsqKzaoIY4PcYcY+lipoBDFh04R28NKkrJ9fwaViymUzap/vlXLMpWLKi7MZz02mPFvscZHrFCI4XK66k6y6VTo+Q6HYMxWbecXlacmVvGAspjgcXb/E0K3R9yukvsdE7HFNXuEi17nkt9n0+2y5MTtuyp6fMRUzKioS3wntX23Q1etEqoeW8Vy7yru7xpq8077/mMX5tR0//MM/jBCCX/zFX3zF7/7rf/2vuXDhAmma8v73v58//uM/PvD3PM/58Ic/zOrqKr1ej7/+1/86V69efVXlq6qKf/SP/hHvete76Ha7nD59mh/8wR/k0qVLb8ryvtI1D8cv/dIv8fDDD5OmKe9617v47//9vx/4u/eef/pP/ymnTp0iyzK+8zu/k6eeeupVlRHgYx/7GO973/vo9/usr6/zfd/3fTzxxBOveNwbVd7D8fM///MIIfjIRz7ylijv3Q33Kn7+4scxk+fVRJOqVevEeBzeW6wvKOtdPE2CJIA6AkUkOkgRtd9tovJT9kXFRETsyQQITBrj85Am4yqsr9qdyWaBrUSEJqmLI5FCtelMiU9RaJRXLYXdC0flK4ww5GKCw2J8QelnWBfSgJpzCVSrv6KERhGYIjMCiOWEq5lFVcvuUASGUCaGxGR0bLfd+TSEFKVKlIFKDy1woL2eM1lqIMnVO5+hMmqBYAFWmFb7pgEdmp1O4W7ELQ+wd0RDMw9lN8LccC3pCRNsEcpT1UCMFaZOEJuXXaNJXFKniIVdzlzMKGTOhB0MBcbneO8C06ZmvSyGc1XL9mp+B9vx+bOQIiKSGVqkaBIin5CQobyugSjZ3ldTxzMxwQqDpcLV+k+WCkdI+bKuajlVDQshkh0081RD68P3GwaaFglaJIgF0EegcN5CLbxpqSjdOFzDG7x3YaLvVa1FBYK7YaV+zOQ5jrsfHh+0RZzHiojKSrSMkUrivCUisEocjqkYY8XBlFDr6pRHIYlkRiqGLHGS1GVtvxqA3THXxXwMkVK1KZ09H5zxtNc4Ydl0z3ClTm0Ni1fbMimcq4FaGaFlTOx7bV8EtPpa3lkcjsKPmYodxmp3nhorHLkcU/ogru9wKKHRIqUSAyLC9ywVhR8xdbvMqm1MLXIf3AW7KJmE3/VYIoVEyzSk2tZsHAh9dqvrJoK22cynRDZCWlH33qGvW0zD1V4hnMQL1zI1ITA9tVfh+LqfrkRFIYu5hpxoxqM5u9KIAiPq/pKq7aMrN8W4GaWd4FxIQVYyJtVLZGoJJaP22paKGXuUfoZx4RlNREYkO+wwaFOHK1m0acqWCuUjcvYYiesgwHuL867uuwsqF8ZsgUTKmkVWj9utZbmVdNUqCWtEPvTpMwqmctKO/9ZX4T59gSZhyAYREcIFtlYux+R+n+t2r20vEtmOFbHoIL1sN2mUiILeoLc4Z7CuxPkSvAFv7xKwcqfpWsfxtRq/+qu/ymc+8xlOnz79it/9r//1v/ITP/ETfPzjH+f9738/v/iLv8iHPvQhnnjiCdbX1wH48R//cX7zN3+TX/qlX2I4HPIjP/IjfP/3fz9/8Ad/cMdlnE6nfP7zn+ejH/0o7373u9nZ2eHHfuzH+J7v+R4++9nPvqnKeyvXXIxPf/rT/K2/9bf42Mc+xl/9q3+VT3ziE3zf930fn//853nkkUcA+Bf/4l/wv//v/zv/8T/+R+69914++tGP8qEPfYjHHnuMNE3vqJwAv/u7v8uHP/xh3ve+92GM4Sd/8if5ru/6Lh577DG63e6Rx7yR5V2MP/mTP+Hf/tt/y6OPPvqy33uzlPduxzGT5+Xj2EL9FqOxawMFtaOQEBqERqtuLebbRcsYLQNbR4skpEXVi+bgYBW1i+MGaCjqfPbCj2/Q72kW+HpB48d7G0AIN2sn9ABKJGiZkIohWiR0/KBlviyCPEH/xlBQ7yj6fL7wp8K4xlkqRAP2qEPsDO9dS82HALgIIdsJfAP4QJ365QMIMAcvFJoAGjSLCV3jjs153U0W7o0eTwBe7LzsvmgXOE39NeUIzKoU6WX7HI6KOXA0B04sJqR0+fzIe1Bifr4GGDG+OADeHK6nw/XYpDY1oMjhtLrmOiGtLiH28ZEgXiHCwmXKHoaC3O0H558mzQrVCkkfblOLws5A+9zjOgUspYdEtWlZrgaOGjDJ+DzoIPkc6w3GTXHOUNoJ1pUYO8X7Au+rQyLMHrCvykJdq7U7slI0do//7X/7mWML9eM4Mhb7/rbPWBDblzIj1gNi1SWLVkhEj0T06xRXVwMfYyoXAJKmb1IyoadO0GGZZbdGQoTFMhEzronnGJsr7M9erEXUE2I9YCm7h4E8xYpdR6MoRMlUjNn1F5mY6xhXBkBeJiRqcACsLd0YY+dAQ6QytMzI1DKx6KDqzYjFPm6x/2o2JQ4v8jMGrWA7BIe+ShSUPrCDFpNzF8e+JoXZuKLe9Fj4npinsLZs1wVGSDNOOmdawOmwJpjzVej3FscCmbSAdnOu5t4Wy7l4TEgvi9r+sgWiFuqkAc0i0WkB+Ob5V5TkIgBklZ8eSNlevDeBalNeI9FBonDY0Hb8lNzsYlyJ9xYpIxLVR8sELcJk3Pgc4woqO8F6g5YxiRowVGfouSEd38Hh2Zd7jLjGVvEMRbWDsROEkGTxSfrJKdbF/a0un8X+/9s79+gqqnuPf/fMnHOSkAQqYGJQHloe4gWDIClSr6wLC6hcgV4faBFE5SEFLBdrwbaALrVci7dQtGCvq0BRFItLhKsVS4O8ysMCdl0VpJryqGIEFAIkOa/Z+/6xZ++ZOY8khLz5fVhZJHP2zP7Nnjm/2fPbvwfOGGdQjtM4z09qfW4YFiwVZm601gY6m8URFRWyEmX8a18hAKXz5dhdvN4H3BLqltm+ViXU4/YZLF36ayqhfonxxRdfoKioCO+++y5GjBiBmTNnVukVUVRUhBtvvBHPP/88AIBzjquuugozZszAnDlzUFZWhvbt2+OVV17BHXfcAQD45JNPcO2112LXrl34zne+U2ey//Wvf0X//v1x9OhRdOzYscnIW12fiYwZMwbl5eV466239LbvfOc7KCwsxAsvvAAhBAoKCvDII4/gxz/+MQCgrKwMeXl5WLlyJe6+++4LljEdJ0+exOWXX46tW7fiX//1X1O2aQrynj9/HjfccAOWLl2Kp556CoWFhWm90JqCvPWJmpfVdt4vBEfcPkUl1IlkZMJlE3CqV1lmlizHbeUiyDIRYFnOZC2gDQrS40LmklFeH4D0bslgWYiwMCwjJHOZQE7ClQEkS+QiJDIQ4kG9ChmHjagR8SUVVp4oprBgOJ5EXq8Zr+FEJtnNhMENBNBO57Th4LANGzEWRRxx6YnCXC8idwwMGIapz827+glAT+65YwZQniQmnNwtzmQ5IEIwhTTuePMdqOTGiXhXaDnjiAm5Cmsj5rw+SFd7XekYpuN1YsJgcuxVlTKZi4il7SuxPxMWAgghxiKwmesdAwBc2DCclWBZ6t7QIU5KFjUmcWf1We/vfK7uGWnw8t8vEI4nkRA6mXScySsE5hqk1PVlMJCBbAhkIdNsDZgyr5IFmXcpJKT3kSUMvaodQwwV5jlEUIG4c0+pfE0ZkKXs1X7e+9dmNmJQ90tIvtg64xMzKhEXYRiGhZgddqqsABAcgtl1moT5UsmWTzQW/kT7snKQBcOQHhQcHHEegWnIMF0TFrJEKyePWTtwgyPuJJ7njsE1gJAMC4XyBDQQEAFks7awrBBa5VwuPSKcezvEsmEKS+olYcAUJrKQDcauQptAB5iw3Gp+CMjwJsZk9SfEEWE2KhGBzWz9HDC5qfUuh5BGYhZF2Ch38si5edG8Hjfqn8o/Y0Hmu1FeRm7uMuV5I7OxRSHDQMOsAjEWQYSdkxlrnH4Mx7DjNQgB0EYh9bfBAjDMgDYESRnllMZU0pmBFAYcG3ByJ1lGhi8MVS28eGWRoXhZTkivDBmWhQcYTOecIaDPEXB1UVxw2Exe4ziTzyzlpeR9ripDUkhkyfxIPOTzgLWZDW4594AIIQALWSyg88EJIaslRpmN84EKbehnMBDiGdqLR42dxTKQE7wC2cHL5bPRMVAFWRZCPAMWDCczHkMr0QoWsxAyssBN7s5pnBaG4z0bZVGp39WCkQ5lDIIZBriIOGFSMXgT99cFlHiZqCmcc4wbNw6PPvoorrvuumrbR6NR7Nu3D4899pjeZhgGhgwZgl27dgEA9u3bh1gshiFDhug2PXr0QMeOHevcyFNWVgbGGNq0adNk5K1Jn4ns2rULs2bN8m0bNmwY3nzzTQDA4cOHUVpa6pOxdevWKCoqwq5du+rUCFFWJr0UL7vssrRtmoK806ZNw4gRIzBkyBA89dRTVbZtCvI2BFRdq2rIyHPBSAMPA4NhhJyKRiHphu4YeIIsSxsT9FTYMaJIYwrTE2CZrJJDiCAEsmAhAM5kAkyZfDOILN5K5ihgqt4HZHUREYTtVGniEOBOoklA5s5xE2DKEuxet3YBE5bIQAAyt00AFkxVDQMCMS4TQKrJYqIhyRAGTCEnepawtGeH3J/DZhbiauLOoOdfBky9rwp3Uq7eOnxAuL8nvihAyKSbslKNgAEDcSeUjMP2hWb5r5qhjUlykup6wBgpJocqHIAJAwbjAKShxWDSJV2m0Yw542z7zw3+cXFfcrjjORXVXkgKQxiwhPTOCQo5wZcJk10jkUrKWcnUdY34FJXXS8xy/hnC0BVmDOcFUpptLCehpyQiLMSc/S0Wkiv5HqOhCg1TBh5vAk6VkFQZm+R9GPKFW8RZBMLgiBkWhLBgM8tZ1bXBnOCti4USLxP1DYNr3FeVtbyhMtLb0TE4IOAzgLiGAH+YEQDYjn5W36lM0QoBxwsSDDqkFJCGIQ4hv4FMvfhn6O93NstAhmmilSXLbavvV4ZtIMYFKmxL55sBXB2rjBQqYbzUbBaEE34WEpm6cmG6BLzyvE2YzIAF5ksaHBfyKWQKE5ZQYyR1pAAHN7jnWeAuGqhxsplf30rZ/Qn4Da/BXhUzZOp8/AnfDb3g4u9LPUe8zzrLKUqQwTMRhIUgC/jOT46bgA1VWVEdS1V+tHSIsTu2cf1slv2YjsEvAMe8DwMyP5EaapMZCBkyN1GmZSBgyMTLXAAR20CEmzBtA2EeRCWLaEOeur6CcXkeIhsBJq+r8uBy5ylqIcmdT5jCQgZrBYMnPzs5BGy14KDHVibXFk7oORdxMG44lbZ4nYfs1jbxMvmxX3o888wzsCwLDz/8cI3anzp1CrZtIy8vz7c9Ly8Pn3zyCQCgtLQUwWAwyfCSl5eH0tLSOpEbkHl0Zs+ejXvuuSet90FjyFuTPhMpLS1N2V71r/6vqk1dwDnHzJkzMXDgQB3G1BTlXbNmDfbv34+//vWvNWrf2PI2FDIYqRZVdS8R5U9GnguEsSAMIwOmEYRpyFLkISsHASMTQZaNAMtAhmiV2vCBuHRnTnPsAIIIIAiDG44BxJS5BFIYImQ1LROWMBAQKnRGrpQ6AUzaQBNhFTqEiDveNBYL6YmnXEWUiSgZkxOfAAzEII8fFyFEWFBO5ERcrzx6c+l4z1PKENdhPBy2zwDiNe4AahIupZOD7E443RVj//mrFwzp8RJwxsnUE2Pvi4sNf3Utta/NVJ4a95hKfq+RzB1zKa8lZFlzE5bMkeAYRFTOIKhVYGaACe7sKcM74BhD4ohrbytlEFJl2kPOCnzAcz1UBTJAvjzEEEEY5/U1NWDAYjK3RYZopXP1eMdE3TcAfAYeDlURzUTIMTDFkSFDGTxGMwGOsFPuPRWmsHSFHGXQYjAQZSa4EXPy8XDEjCBicQtcRMF5ROY3cRLZEkRThbEMmGaWE5qbhaDVSoYxOmG5gPqmmzAc4z0AbbD1VvyDgPZm4bBxnjlGB0fbZ/BM5IgcXRVKGWVUkttKVuHoMjcXWqbIgqpsqHQgA4PBAC4YTAbYTMgqgJyDM0NWoXJ0XhRx6ZXneHFK70gTAY/3iukYVQQ4Kh2Pnxii4MyVQyWsz0QIAUBXihSOEcmGrC6ovIBCyJDPMx7QesiL1ztGeQgp44pXh3EI38RNVZsyhL+NLbh+VgLQx5TXz/U6UhWxlNeTVx4hBDhjYNJa4Rh2BMIi6iSgDicZ5uQYhqDM5EJwRFgUMcSkFww4otqD1tb6W42JazjzVNTyPBcZgx4TNTIxFnW8Xm1tzLJgIUtkI9PxCFLXJyLUwk4UFazCl68OgDT0w0KmCGl5hBCIIQ4bThVRJg11ASNLfye4kJ49MmQ3gljcgs2jMmyXx0F6n6gvVq9ejSlTpui/3377bfz617/G/v37axXeV98kyvvOO+/g5ptvBiCTMN91110QQmDZsmWNJWKLY9q0afjoo4+wY8eOxhYlLf/85z/xox/9CJs2bWo2uXIaDhvkxZmeJmXkOX/+PObMmYM333wTX3/9Nbp06YKHH3642njptWvXYu7cuThy5Ai6du2KZ555Brfeeqv+XAiB+fPn48UXX8SZM2cwcOBALFu2DF27dr1gGVtnXY2AmZ0Uoy/dulVp1bjzsi/3iTsJe6OsUru/e/OjJLnBq0kXuLOKG0slipy0MUOHOvlW1pypYvLqpSE/FRGUszMIswAqRSaCTu4ekyd65Nja8OFFTgc5woa7SqoSRXNwnRtHr0A6eXoshHxhTDqxr+P1IzzyqrFJquqkQrogS52bwkKIyReRTBECPC8JakVShSBEUelzk/f25w0L4ML/mTfPkGkEoJNECxsqMXHK68qk34xbncrUxi3vKipnHHFhgzOBGGLSg0h4DSY2YkY0yWinrinznLO+/yA9BHz3hE4enXBPeTytEsdbeS3FDTfnkXs/BXSeIJVTSeWiiMM1CAZYFiwWQiiYLfP/hGK+nD0xuwLl4RJcHBy1U9yXhrJvyjQH3d+m1dWwDBmK6006q/S2SmweZzHERBg2k+FFlU64jtLPcWYjzCoQZudRwU/rRLqMGQga2bKUutEeFjdhwILhlAQ3wBCHjUpWjvP4GjFRgTiP6CT8IZYNywjhtMiSBoVoSHuPKO8hWdVJGmWU94xOvut4BsZFGICbRD/EchB0qjCawpTJ+xFDBTuHSpSh3P4atoiAcyeZtJnty9WiCgOoMKWYEXHCW01tlA6o/GI+PWa73kXKkO1IZmkDlqo/Lj05OJPXXBl4TE8bE0BMSB8or+FfXRcVLuddUFBGrzDKdZitGhvlrSvbybGtFGWI8vOI2uf1eJhGCJnmtxAyspEjLtPeXSp/WgSVqMRZmbTeGyZmBHR4s/fZYQrZd8jO0F5iypsmhhgiLIyIIfP/qKIK6pgWCyHT+BaykItMEQJj0mDGhRznCIuizPgalaIMYX4WXMSkYcgIIZN9CyGWBRs5egGLM+4Y+iJyfiNiYDARYhk6AblgMkQ5Zkp54sGImzzarsT5yr9f8HcxGZroE8mMHDkSRUVF+u+1a9fixIkTvlw2tm3jkUceweLFi3HkyJGkY7Rr1w6maSZVnvrqq6+Qn58PAMjPz0c0GsWZM2d83jHeNrWRt0OHDgBcA8/Ro0exefPmKnOINKS8F9JnIvn5+dXKqLZdccUVvjaFhYUXLGMqpk+fjrfeegvbtm3DlVdeWWXbxpR33759OHHiBG644Qa9zbZtbNu2Dc8//zwikQhM07840hTGtyGovRfnpaH7m5SRZ9asWdi8eTNefvlldO7cGX/605/wwx/+EAUFBRg5cmTKfRo6g/iZ8kPuCoC6STxJOBnzD6lQSRaFLcO8mAnGQjBU4kdwjzeDLMotc/4w2c4ISaOSEUTAzNSrYwI24jwKm0ecVTEV465Kg8rjymSHNhizwIwg5FTXTUzsPb5lhMCYIV++7UrE7TDi9jl5DKhcRIbMpwLpIsdYwKkuJvc1jKCcLjN/okzppq3O0V1BVTktTL2f6Rk7fy4FpsfYk7hacKfqiOsqrpJlqn29YTyqWpg3UZeqPuOVSx7HYyxSST7VdfKExsljWs7/qc8b4M51ijnjyZ3QD0cOZ0wZM2EarWCaGQiYrXQYiLomMnnxObdilR4rDiEigBD6WqtrAn0+huOBFpLVgBLuJXnNK2DzSueedCuhMD1uId/4eu9dec8GnO+CXzaIuGP0835nvN+TugrXImXfHGkOuv/0+YMJq79efaW+x44eYhYMIwTTyNB6QeajimoPNsYCCFhS9xpORaLzvBS2HcZREYHBQrDMLBiGpasU2bwcAKSOMIIwDOdl2/kcACwzw00CbWTrJL4qoXKYn0WcVyASP6d1GuDqTcOwPLorirhdDqnrLbgGdBuACdMIImjlyiTOZiaE4IjGz6KCn5T6Dtz3PFB6Q42FzcPg3DFCGJlal6q2Xn0KJCdE1pXBRGpvkFTPk1QJnt2S2lyPpxBx2LzSOfeQ9t5VY55qP6VfA0YmLDMALmKI2uU4Fz7unGvE0ZFq/4i+noYRhGkE3eN6ZGVOFTLLCCHDaoOAkYWQka2fVXERQViUIWKfRThWpu8Fw3m+qmO6ye9jOuTQNILOZ2HYPOo8JzJgmRkwWEA/+07aH0t9D+h72/es41En7456Fnv9rLzXyJsfqXHDtcjI07LJyclBTk6O/nvy5Mm47bbbfG2GDRuGcePG4f777095jGAwiL59+6K4uBijR48GIEN8iouLMX36dABA3759EQgEUFxcjNtvvx0AcOjQIRw7dgwDBgyotbyAa+D59NNP8d5776Ft27ZVHqMh5b2QPhMZMGAAiouLfQmvN23apPvv0qUL8vPzUVxcrI0OZ8+exZ49ezB16tQLltGLEAIzZszAunXrsGXLFnTp0qXafRpT3sGDB+PDDz/0bbv//vvRo0cPzJ49O8nA09jyEk2HJmXk2blzJ+677z4MGjQIgFTIv/3tb/H++++nnej/+te/xvDhw/Hoo48CAJ588kls2rQJzz//vM4gvnjxYvz85z/HqFGjAACrVq1CXl4e3nzzzbTJpSKRCCIRt8LU2bNnnd84hPBPJrwu096XbyHicoXReVlWITuJmcAZMyBgQFZv4Z5AcTc8pzrkZDOe+jMIAAIQ3Jn0mr53bHetlMMQrnFCGjNiECKu8w8BJsBsZ+VUBvrA8SiS+YmCUCVdvYYY5oRecWH4Jq7qBchwKnd5E2CqFyMhbF9iTTXxN+BOsm1h6opXiWPmfSEwPZNeNW4wlCFCtTeTZDEQAAyZL8jmcitLOAfTMZKlOm81eVbjBahKZSr8IQaIiCxjzCwwbjkhToa+JlpemHAnytJo50OHR6hz4p6+U+M/PvTx3So37r2rjWDO38IJEFAhVyrETF2/pL4gUiRDqIvJNk30myvNSfcrIzwAqQeZAf19VN+XpCpM3NGr0tCr9YYv6Mj7ch8Hh+kYheKefblrMPHoNWYYvu+b9JKTSaANpwQ6AOVzqoO6pKzu99kwLP29BqT3DWMBCF4JIaI+o7RcNHAN7+pY8sd0jMBxqOeEaQR9Rhs1BhwGhIjJCkx6wcByZfHqLaYMCtJLBgnPvMRnq+zfxWck8ugyr3En0SDPwMAMA95nt3s9475jqjF2xfVXBnMN4u44InGRwPF+4dz1yPQucKhjqWT/qmplnEf0+Rre8VMexiKi9xcC4CICOd1QHqxxZwEi4Hke2Pp+MJhM+K2qIwphIXEKyZjaV/2ogfc8V5KqKtYFtdX9xKVE27Ztk4wkgUAA+fn56N69u942ePBgfP/739cGilmzZuG+++5Dv3790L9/fyxevBjl5eXaMNS6dWs8+OCDmDVrFi677DLk5uZixowZGDBgwEUlXY7FYrjjjjuwf/9+vPXWW7BtW+dLueyyyxAMBpuMvNX1OX78eHTo0AELFiwAAPzoRz/CLbfcgv/+7//GiBEjsGbNGuzduxf/8z//A0CG286cORNPPfUUunbtqhdpCgoKtCGptkybNg2vvPIK1q9fj5ycHD2mrVu3RmZmZpOTNycnJylfUKtWrdC2bVu9vSnJ27DQvL8qmpSR56abbsKGDRvwwAMPoKCgAFu2bMHf//53LFq0KO0+9ZVBfMGCBXjiiSeqlZmluLn0i632eJGeEHIyF/BNoiEA4TW6CAbBhO9YajJpi+QJq/sT9xk29MQTzJEg8WXbNQ7oPngMgpmweUSvymkvIMf7SBteGE+YMMtJqipPqwwpyhAT55ATZQ5fcmSfocczLoZww6fUJNX/cmM6BgZZpYlzaVBJXKl193MNPHpfIcPhZHiRv71PPgFw5lT8YtCTXTm+8sVInbfXAKVeRITgcnXcjgMsAGXYUecNAFwYMiElpFFNrvY7q7rOKr9ccfe+UHit917joOce0PcVAMQhhCVXtAXX4V7KkOY39Mhz1d5bCcZJdV56VVr3xQHBnJcxj2z6bqjH/Au1Xs0lGpvmpPsFBJgAwGRmGaYNPYpkT0ato0XM0Qch7bEi29gJhnUbQARcyGT97gu4MqxLfC/+jm6Vz4sYbBFBVEjvURW2pYKU1L7Ka0f+7feOgYgneNHEoXWOsAFhQRq+bJ83S9J4OS/9NofUlWmmHdLrlMNmzvg4+lza1Ex9LG1c4akNNt5+vQY2b1ttYPOcqzauiQgEj2pvVXie2V7PHeW9oo6rrovMe6fuFdvjceosxCgrOFQ2NBevAd27GOGVXTihxJzFnIpjcad8eqVb0cp5JnnvQWkUc6+HfAZALiwBrlcmACEsXSrd9aiyYDAO2/HWsXkUBlMeXn45hbO4IDt3PX/9Bp46hDx5iDqkpKQEp06d0n+PGTMGJ0+exLx581BaWorCwkJs3LjRl7R20aJFMAwDt99+OyKRCIYNG4alS5delBxffPEFNmzYAABJITTvvfeeXhRpCvJW1+exY8dgGK6Ovummm/DKK6/g5z//OX7605+ia9euePPNN33GjJ/85CcoLy/H5MmTcebMGXz3u9/Fxo0bLzovjcpppMZPsWLFCkyYMKHJyVsTmpu8dUZtdf8l4sHPRBOKVYhEIpg8eTJWrVoFy7JgGAZefPFFjB8/Pu0+wWAQv//973HPPffobUuXLsUTTzyBr776Cjt37sTAgQNx/PhxX9zhXXfdBcYYXnvttbSyJK7mXnXVVZCTXE+yQ72qm+i6z32TG1WVhbGADtUC4DFK2NoTR7k1yxXEoK+Si5rUq4m8dNMPe14CAO0dImKAiMu4emZAhVb5vT9Mx+0/qOXiIo64XSFXVnlUhv44rvTq3BJXMA0WdFzVg75qM66nTVzL630ZSPTk8aKMD3qsHUON19AjnNCzOI/q46txlWPoTuoNIwDLcYdX+3IujWeJ7v6JIV3esDDvC4139VuFuyWetwqp486qvDtmajyhXy687vCWmeMzBLnHUPdlTa4zoEIr5Bg418gZD3VucbtSX3e5Uuveg14jj9dDwb1/YxAJY+gNk5B9yNSc6Sf5stJWWVlZlfHmqSgvL0d2djYAmWPiQhEiigULnsacOXMueF+ibmhuut+n97W7hfpeGNJI4YSjAur7HYcKz5H6NKhDrrQh3w7D5pUQIgJVqh0w9XdcdhN0wnss/UyQfdge7xnAMjMRMDMQNLJluXEYMicOr9T5UBJDgryoUK64fU6Hb4JJL0JlqDKMTAStXFhmpi5frnRe3A57zpu7Ya2eEDMVEqV0CAPTCyKW6YYwJYZ5KeOKNxwMCYYR17DGE54Hlh53pctk6JgMH1OeKpDuiPKZ7VyvRNmVPlfnZpkZOhxWjQXnMUTjZ2HzSth2uXPvmM54yrBsda5efZ+IWkiwzExfsm8u5DVViY3VooLhCwuztVeYV8d7Q8yVDldhuZaZlRRqKK9XuccDKeBf/NHPA48nT5VGntrrfQA4fvy4k7ek9rp/2bLfVJv7iyAIgmg6nD17Fq1bt0btdb8AEKn1s6e50GiePKmyyO/Zswe7d+/Ghg0b0KlTJ2zbtg3Tpk1DQUGBbzW2IQiFQgiFQtW2863qqnAfHWalJjOG004aOGwRSThIYns1GQIEtyF4FGAWYp5Jm8TxvnBy+ci+GZAwSWQ6lCbmhhd4vF3iIgLGXaOAzhujJ/WOizzi+ne9qiw4BDMgWAw2Dzs5BaqebCfmRPB5NiXF8SfmT0idp8F9mYil2Mf053pIWGFHgkzufn55tKdLwosRs+UxY85kOdmlX7n+x/X4C2G43kAeoxADc4xVHDG1+uo15jgr56nyI7kDItNNA3GfN5kAg80NxGCAJdxL3mNDGWsYk6FYwgaDvL8Fokn3l+rTf7zE0uj1uIqraVhPnt/85jdYuHAhSktLcf311+O5555D//79G6z/5kpL0f3SCMCdcEU4lfQAgINzr8eNx+DvvNhzDq0zJbarV53vn2AC0MYM4W7nQuoKbiDOKmTfvtAwqWsiMfk9V7lTXD3jGicS95Wn5YbKArbHwKOqOZnSU49HwQVHRHDE4ucdY4F3AcDW+hWCOzWY1GKIV69KA7Df2BBDTMQcA4t7LYSIOV42nvxeAMBMn0E6cZEFnlxgDCZsx3jm6mrnuDqnkhuSJ0QM3ObgrBKwDZ/M6nxUwmSbl3sWctwFEe4YsvQzDAyCmU5/EcRtgPFKKF2f0jPJuT7eZxkAvXggFwi481kqY7y6v+J6ccT7PFFjJbgNwWzERCRpscCXY1DEIZj0/k0i7ZymvvR/w3nykN4nCIJoKpDur4pGM/KkyiI/ePBgrFu3DiNGjAAA9O7dG3/729/w7LPPpp3oN4UM4irHCNMv02nagCV9WN2khwlAMDmpEknGIdWf9xjJfcitzJlkxX2fS+MTc17e3YTS2mgkbLlCzGK+Pn39CoA5+3PuWdlOeY6pXPqTjVKJJI6TapN07MSQJUDKldBPqv1r0q/up4by+wwwaly1MdB5wfMlSHKuqeCACGv5ffs7eyeKVtU1lv8DTKjzDvv7TewfKm8O1/t6DphyrJIO5fu9IRwGRdKY1Hi/C+S1117DrFmz8MILL6CoqAiLFy/GsGHDcOjQIVx++eW1EeKSoSXoflf3pdH7Vel5IQARlTo3zXHld9lOfWcqnZxuP9+2SnD7nPY60vvDTfDvN0a5xhCvvGoxQzil0l1dFofgFRBefeoxEiflAXNkT/msUV06xiShwte0ISzhPL3HcMKMmEg8/+S2HDHAjqUYq4S2Pvmc57ezTcPgGHyk0Udw+ZmtjE6eMXHHnMvehPD0EXEPm1DQQeIaSfwLEH7jiTTWeAyDSK+r1fMCSHEvibgjc/p7VP4hr1FVz4OmrfsvDNL7BEEQTYmGmfc3V92fPhNrPZOTk4Nvf/vb+icWiyEWi/liCgHANE1nVTQ1KoO4l3QZxBUqg3htsshXhajiX7rPa3RMX+4dz0+KY1QlQ7VyeY6bdLyEPlP2q1eJY+4E3Zksysl9PM25xKv9gV49tHUfif0kypcku6et2j/xuKn6Td6eWv7E47jyJY9ryrGtwdjX5jqnvT9qeE+lvS9rKUNL4Fe/+hUmTZqE+++/Hz179sQLL7yArKwsLF++vLFFa/K0NN1fm/u/una1/X6l3ebVfxCpt3v1ZwqdlEoXyW0J+th3DK9eTHF8r5wJuqhm55ReL1502yrOXe+X+GzT55c8JlWPYbIOTnVt/OMUr/k5XeS9lOpzLzU5XkuA9D5BEMSlR3PV/U0m8XJubi5uueUWPProo8jMzESnTp2wdetWrFq1Cr/61a90u8bKIO6mLmpZk5b64mImdw05MazLvlrahLZhUS8wFz6GhmEgGAwiGo3W+goEAgFPFSVJurCdaDSKffv24bHHHvPJMGTIEOzatauWEly6kO5v2bRkvdiSz61hqL3eB6TelsRrfSUsy6qR7ie9TxAE0dS4uMWElq77m4yRBwDWrFmDxx57DGPHjsU333yDTp064emnn/YlxWusDOLnzp1zfku/skwQxMVx7tw5J5lazcnMzMTevXtx/PjxWvXJGMP27duT+p0/fz4ef/zxpPanTp2Cbdu+ShUAkJeXh08++aRWMlzqkO4niEuX2uh9AGjfvj3279+PEydO1KpfwzBqrPtJ7xMEQTQNgsEg8vPzUVpaWutjZGdnO0U1XFqa7m9S1bWaMpxzHD9+HDk5ORecyVtVZ/nnP//ZrLJ4N1e5geYre3OVG7g42YUQOHfuHAoKCpLCdhqCxIpKQHpPHlXRZefOnb6wn5/85CfYunUr9uzZU+/yEg0H6f7mIzfQfGVvrnIDtZe9sfU+UHPdT3qfIAii6RAOhxGNJueNqylCiKQ5XUvT/U3Kk6cpYxgGrrzyyos6Rm5ubrObvAHNV26g+creXOUGai97bVZy64oaV1QC0K5dO5imWWXSX6LlQLq/+ckNNF/Zm6vcQO1kb0y9D9Rc95PeJwiCaDpkZGRckFd2bWnOur/REi8TBEE0R4LBIPr27etL6Ms5R3FxcZ0ncycIgiAaH9L7BHHh/O53v8PQoUPrvZ+NGzeisLCwymINBFEbmrPuJyMPQRDEBTJr1iy8+OKL+P3vf4+DBw9i6tSpKC8vx/3339/YohEEQRD1AOl9gqg54XAYc+fOxfz58+u9r+HDhyMQCGD16tX13hdx6dFcdT+FazUAoVAI8+fPr3E4SFOhucoNNF/Zm6vcQPOW/UIZM2YMTp48iXnz5qG0tBSFhYXYuHFjUmI24tKmuX4nmqvcQPOVvbnKDTRv2S8E0vsEUXNef/115ObmYuDAgQ3S34QJE7BkyRKMGzeuQfojLh2aq+6nxMsEQRAEQRAEQRCEj5MnT6JXr154+OGH8dOf/hQAsHPnTgwaNAjvvPMOBg8enHK/f//3f8e1116LhQsX6m2DBg1CYWEhFi9erLeNHj0abdq0wcqVKwEAnTt3xsSJE/H3v/8db7zxBtq2bYvnnnsOAwYMwMSJE1FcXIyrr74ay5cvR79+/fRxjh07hk6dOuGzzz7DNddcU/cDQRDNDArXIgiCIAiCIAiCIHy0b98ey5cvx+OPP469e/fi3LlzGDduHKZPn57WwAMAO3bs8BlhLoRFixZh4MCB+OCDDzBixAiMGzcO48ePx7333ov9+/fjmmuuwfjx4+H1U+jYsSPy8vKwffv2WvVJEC0NMvIQBEEQBEEQBEEQSdx6662YNGkSxo4di4ceegitWrXCggUL0rY/c+YMysrKUFBQUOv+pkyZgq5du2LevHk4e/YsbrzxRtx5553o1q0bZs+ejYMHDyZVPCooKMDRo0dr1SdBtDTIyEMQBEEQBEEQBEGk5Nlnn0U8HsfatWuxevXqKnNwVVZWAkCtS1z37t1b/67ynvTq1Stp24kTJ3z7ZWZmoqKiolZ9EkRLg4w8BEEQBEEQBEEQREpKSkpw/PhxcM5x5MiRKtu2bdsWjDGcPn262uPatp20LRAI6N8ZY2m3JZZM/+abb9C+fftq+ySISwEy8tSSCRMmgDHm+xk+fHi1+/3mN79B586dkZGRgaKiIrz//vu+z8PhMKZNm4a2bdsiOzsbt99+e5I7Ym2JxWKYPXs2evXqhVatWqGgoADjx4/H8ePHq9zv8ccfTzrXHj16NJjcQPXjlsjatWvRo0cPZGRkoFevXvjjH//o+1wIgXnz5uGKK65AZmYmhgwZgk8//bTO5AWABQsW4MYbb0ROTg4uv/xyjB49GocOHapyn5UrVyaNdeJKSH3LXpPrnUhTGG+CaAhI95Purw7S/Q0nM0EQ9U80GsW9996LMWPG4Mknn8TEiROTvGi8BINB9OzZEwcOHEj6LPH58I9//KNOZAyHwygpKUGfPn3q5HgE0dwhI89FMHz4cHz55Zf659VXX62y/WuvvYZZs2Zh/vz52L9/P66//noMGzbMpyj/8z//E//7v/+LtWvXYuvWrTh+/Dj+4z/+o07kraiowP79+zF37lzs378fb7zxBg4dOoSRI0dWu+91113nO9cdO3b4Pq9PuWsybl527tyJe+65Bw8++CA++OADjB49GqNHj8ZHH32k2/zyl7/EkiVL8MILL2DPnj1o1aoVhg0bhnA4XCcyA8DWrVsxbdo07N69G5s2bUIsFsPQoUNRXl5e5X65ubm+sU6ML24I2au73l6ayngTRENBut+FdH8ypPtJ9xNES+JnP/sZysrKsGTJEsyePRvdunXDAw88UOU+w4YNS6k/1q9fjzfeeAMlJSV4+umnceDAARw9ehRffPHFRcm4e/duhEIhDBgw4KKOQxAtBkHUivvuu0+MGjXqgvbp37+/mDZtmv7btm1RUFAgFixYIIQQ4syZMyIQCIi1a9fqNgcPHhQAxK5du+pE7kTef/99AUAcPXo0bZv58+eL66+/Pu3n9S13deOWyF133SVGjBjh21ZUVCSmTJkihBCCcy7y8/PFwoULfecQCoXEq6++etHypuPEiRMCgNi6dWvaNitWrBCtW7dO+3lDyF7d9U6kqY43QdQHpPtdSPfXDNL9pPsJorny3nvvCcuyxPbt2/W2w4cPi9zcXLF06dK0+3388cciMzNTnDlzRm+75ZZbxB133CGKiopEMBgUQ4cOFUuXLhVZWVlar3fq1EksWrTIdywAYt26db7+AYgPPvhAb5s8ebLWPQRBCEGePBfBli1bcPnll6N79+6YOnUqvv7667Rto9Eo9u3bhyFDhuhthmFgyJAh2LVrFwBg3759iMVivjY9evRAx44ddZu6pqysDIwxtGnTpsp2n376KQoKCnD11Vdj7NixOHbsmP6sPuWuybglsmvXLl97QK4oqPaHDx9GaWmpr03r1q1RVFRUb+MMyLEGgMsuu6zKdufPn0enTp1w1VVXYdSoUfj444/1Zw0le1XXO5GmOt4EUV+Q7ke9y026n3Q/QRCNz6BBgxCLxfDd735Xb+vcuTPKysowderUtPv17NkTI0aMwNKlS33bO3TogN27dyMSieDdd9/F1KlTUV5ejjlz5gAAjhw5gpkzZ/r2EUJg9OjRvv6FECgsLAQAnDp1Cq+//jpmz559cSdLEC0IMvLUkuHDh2PVqlUoLi7GM888g61bt+J73/teygRigFRAtm3rjPCKvLw8lJaWAgBKS0sRDAaTJt3eNnVJOBzG7Nmzcc899yA3Nzdtu6KiIqxcuRIbN27EsmXLcPjwYdx88804d+5cvctdk3FLpLS0tNpxVtvqWt50cM4xc+ZMDBw4EP/yL/+Stl337t2xfPlyrF+/Hi+//DI457jpppvw+eefN5js1V3vRJrieBNEfUG6n3T/hUC6n3Q/QVyqLFy4ENnZ2fXez5EjR7B06VJ06dKl3vsiiOaC1dgCNAdWr16NKVOm6L/feecd3H333frvXr16oXfv3rjmmmuwZcsWDB48uDHETCKV3DfffDMAmYjzrrvughACy5Ytq/I43/ve9/TvvXv3RlFRETp16oQ//OEPePDBB+tH+BbGtGnT8NFHH1WZ3wAABgwY4Isnvummm3Dttdfit7/9LZ588sn6FhMAXW/A5/FTAAAKAUlEQVSCUJDuJ11wsZDuJwjiUqVz586YMWNGvffTr18/9OvXr977IYjmBBl5asDIkSNRVFSk/+7QoUNSm6uvvhrt2rXDZ599lnKi365dO5immZRV/quvvkJ+fj4AID8/H9FoFGfOnPGtjHrb1IXcapJ/9OhRbN68ucqV3FS0adMG3bp1w2effVYvcnupybglkp+fX+04q21XXHGFr41y/axLpk+fjrfeegvbtm3DlVdeeUH7BgIB9OnTxzfWQMPJDiRf70Sa2ngTRF1But8P6f4Lg3Q/6X6CIFy2bNnS2CIQxCUDhWvVgJycHHz729/WP5mZmUltPv/8c3z99de+iYyXYDCIvn37ori4WG/jnKO4uFiv3vXt2xeBQMDX5tChQzh27FitssWnkltN8j/99FP8+c9/Rtu2bS/4uOfPn0dJSYk+17qW20tNxi2RAQMG+NoDwKZNm3T7Ll26ID8/39fm7Nmz2LNnT51m5RdCYPr06Vi3bh02b95cKzdS27bx4Ycf6rFuKNm9JF7vRJrKeBNEXUO63w/p/ppBup90P0EQBEE0Ko2Z9bm5cu7cOfHjH/9Y7Nq1Sxw+fFj8+c9/FjfccIPo2rWrCIfDut2//du/ieeee07/vWbNGhEKhcTKlSvFgQMHxOTJk0WbNm1EaWmpbvPQQw+Jjh07is2bN4u9e/eKAQMGiAEDBtSJ3NFoVIwcOVJceeWV4m9/+5v48ssv9U8kEkkr9yOPPCK2bNkiDh8+LP7yl7+IIUOGiHbt2okTJ040iNzVjdu4cePEnDlzdPu//OUvwrIs8eyzz4qDBw+K+fPni0AgID788EPd5r/+679EmzZtxPr168X//d//iVGjRokuXbqIysrKOpFZCCGmTp0qWrduLbZs2eIb64qKCt0mUfYnnnhCvPvuu6KkpETs27dP3H333SIjI0N8/PHHDSZ7dde7qY43QdQ3pPtJ99cE0v2k+wmCIAiiMSEjTy2oqKgQQ4cOFe3btxeBQEB06tRJTJo0yTdhF0KWAZw/f75v23PPPSc6duwogsGg6N+/v9i9e7fv88rKSvHDH/5QfOtb3xJZWVni+9//vvjyyy/rRG5VcjDVz3vvvZdW7jFjxogrrrhCBINB0aFDBzFmzBjx2WefNZjcQlQ9brfccou47777fO3/8Ic/iG7duolgMCiuu+468fbbb/s+55yLuXPniry8PBEKhcTgwYPFoUOH6kxeIUTasV6xYkVa2WfOnKnPMy8vT9x6661i//79DSp7dde7qY43QdQ3pPtJ99cE0v0NJzNBEARBEMkwIYRoOL8hgiAIgiAIgiAIgiAIoj6gnDwEQRAEQRAEQRAEQRAtADLyEARBEARBEARBEARBtADIyEMQBEEQBEEQBEEQBNECICMPQRAEQRAEQRAEQRBEC4CMPARBEARBEARBEARBEC0AMvIQBEEQBEEQBEEQBEG0AMjIQxAEQRAEQRAEQRAE0QIgIw9BEARBEARBEARBEEQLgIw8RLPld7/7HYYOHVrv/WzcuBGFhYXgnNd7XwRBEETVkO4nCIIgCIJIDxl5iGZJOBzG3LlzMX/+/Hrva/jw4QgEAli9enW990UQBEGkh3Q/QRAEQRBE1ZCRh2iWvP7668jNzcXAgQMbpL8JEyZgyZIlDdIXQRAEkRrS/QRBEARBEFVDRh6iUTl58iTy8/Pxi1/8Qm/buXMngsEgiouL0+63Zs0a3Hbbbb5tgwYNwsyZM33bRo8ejQkTJui/O3fujKeeegrjx49HdnY2OnXqhA0bNuDkyZMYNWoUsrOz0bt3b+zdu9d3nNtuuw179+5FSUlJ7U+WIAiCAACsWrUKbdu2RSQS8W0fPXo0xo0bl3Y/0v0EQRAEQRBVQ0YeolFp3749li9fjscffxx79+7FuXPnMG7cOEyfPh2DBw9Ou9+OHTvQr1+/WvW5aNEiDBw4EB988AFGjBiBcePGYfz48bj33nuxf/9+XHPNNRg/fjyEEHqfjh07Ii8vD9u3b69VnwRBEITLnXfeCdu2sWHDBr3txIkTePvtt/HAAw+k3Y90P0EQBEEQRNWQkYdodG699VZMmjQJY8eOxUMPPYRWrVphwYIFadufOXMGZWVlKCgoqHV/U6ZMQdeuXTFv3jycPXsWN954I+68805069YNs2fPxsGDB/HVV1/59isoKMDRo0dr1SdBEAThkpmZiR/84AdYsWKF3vbyyy+jY8eOGDRoUMp9SPcTBEEQBEFUDxl5iCbBs88+i3g8jrVr12L16tUIhUJp21ZWVgIAMjIyatVX79699e95eXkAgF69eiVtO3HihG+/zMxMVFRU1KpPgiAIws+kSZPwpz/9CV988QUAYOXKlZgwYQIYYynbk+4nCIIgCIKoHjLyEE2CkpISHD9+HJxzHDlypMq2bdu2BWMMp0+frva4tm0nbQsEAvp39TKRalti2dxvvvkG7du3r7ZPgiAIonr69OmD66+/HqtWrcK+ffvw8ccf+/LoJEK6nyAIgiAIonrIyEM0OtFoFPfeey/GjBmDJ598EhMnTkxaSfUSDAbRs2dPHDhwIOmzRDf7f/zjH3UiYzgcRklJCfr06VMnxyMIgiCAiRMnYuXKlVixYgWGDBmCq666Km1b0v0EQRAEQRDVQ0YeotH52c9+hrKyMixZsgSzZ89Gt27dqky8CQDDhg3Djh07kravX78eb7zxBkpKSvD000/jwIEDOHr0qA4HqC27d+9GKBTCgAEDLuo4BEEQhMsPfvADfP7553jxxRer1fsA6X6CIAiCIIjqICMP0ahs2bIFixcvxksvvYTc3FwYhoGXXnoJ27dvx7Jly9Lu9+CDD+KPf/wjysrKfNtHjBiBX/7yl+jZsye2bduGpUuX4v3338dLL710UXK++uqrGDt2LLKysi7qOARBEIRL69atcfvttyM7OxujR4+utj3pfoIgCIIgiKphwlsrlCCaEXfeeSduuOEGPPbYYwCAQYMGobCwEIsXL67Tfk6dOoXu3btj79696NKlS50emyAI4lJn8ODBuO6667BkyZIatSfdTxAEQRAEkR7y5CGaLQsXLkR2dna993PkyBEsXbqUJvkEQRB1yOnTp7Fu3Tps2bIF06ZNq/F+pPsJgiAIgiDSYzW2AARRWzp37owZM2bUez/9+vVDv3796r0fgiCIS4k+ffrg9OnTeOaZZ9C9e/ca70e6nyAIgiAIIj0UrkUQBEEQBEEQBEEQBNECoHAtgiAIgiAIgiAIgiCIFgAZeQiCIAiCIAiCIAiCIFoAZOQhCIIgCIIgCIIgCIJoAZCRhyAIgiAIgiAIgiAIogVARh6CIAiCIAiCIAiCIIgWABl5CIIgCIIgCIIgCIIgWgBk5CEIgiAIgiAIgiAIgmgBkJGHIAiCIAiCIAiCIAiiBfD/JusxrHpUWN4AAAAASUVORK5CYII=", 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" ] @@ -1063,9 +853,9 @@ "source": [ "# plot absolute value for good measure\n", "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 4))\n", - "sim_data.plot_field(\"xz\", \"Ex\", val=\"abs\", f=f0, y=0, ax=ax1, vmin=0, vmax=30)\n", - "sim_data.plot_field(\"yz\", \"Ex\", val=\"abs\", f=f0, x=0, ax=ax2, vmin=0, vmax=30)\n", - "sim_data.plot_field(\"focal_plane\", \"Ex\", val=\"abs\", f=f0, z=focal_z, ax=ax3, vmin=0, vmax=30)\n", + "sim_data.plot_field(\"xz\", \"Ex\", val=\"abs\", f=f0, y=0, ax=ax1, vmin=0, vmax=15)\n", + "sim_data.plot_field(\"yz\", \"Ex\", val=\"abs\", f=f0, x=0, ax=ax2, vmin=0, vmax=15)\n", + "sim_data.plot_field(\"focal_plane\", \"Ex\", val=\"abs\", f=f0, z=focal_z, ax=ax3, vmin=0, vmax=15)\n", "ax1.set_title(\"x-z plane\")\n", "ax2.set_title(\"y-z plane\")\n", "ax3.set_title(\"x-y (focal) plane\")\n", @@ -1076,18 +866,12 @@ "cell_type": "code", "execution_count": 16, "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:49:02.318284Z", - "iopub.status.busy": "2025-05-15T10:49:02.318175Z", - "iopub.status.idle": "2025-05-15T10:49:03.920677Z", - "shell.execute_reply": "2025-05-15T10:49:03.920332Z" - }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -1099,9 +883,9 @@ "source": [ "# and let's plot the intensites as well\n", "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 4))\n", - "sim_data.plot_field(\"xz\", \"E\", \"abs^2\", f=f0, y=0, ax=ax1, vmin=0, vmax=15e2)\n", - "sim_data.plot_field(\"yz\", \"E\", \"abs^2\", f=f0, x=0, ax=ax2, vmin=0, vmax=15e2)\n", - "sim_data.plot_field(\"focal_plane\", \"E\", \"abs^2\", f=f0, z=focal_z, ax=ax3, vmin=0, vmax=15e2)\n", + "sim_data.plot_field(\"xz\", \"E\", \"abs^2\", f=f0, y=0, ax=ax1, vmin=0, vmax=3e2)\n", + "sim_data.plot_field(\"yz\", \"E\", \"abs^2\", f=f0, x=0, ax=ax2, vmin=0, vmax=3e2)\n", + "sim_data.plot_field(\"focal_plane\", \"E\", \"abs^2\", f=f0, z=focal_z, ax=ax3, vmin=0, vmax=3e2)\n", "ax1.set_title(\"x-z plane\")\n", "ax2.set_title(\"y-z plane\")\n", "ax3.set_title(\"x-y (focal) plane\")\n", @@ -1119,27 +903,20 @@ { "cell_type": "code", "execution_count": 17, - "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:49:03.921860Z", - "iopub.status.busy": "2025-05-15T10:49:03.921744Z", - "iopub.status.idle": "2025-05-15T10:49:04.249364Z", - "shell.execute_reply": "2025-05-15T10:49:04.248982Z" - } - }, + "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
12:49:03 CEST WARNING: Override structures take no effect along x-axis. If      \n",
-       "              intending to apply override structures to this axis, use          \n",
-       "              'AutoGrid' or 'QuasiUniformGrid'.                                 \n",
+       "
10:34:25 EDT WARNING: Override structures take no effect along x-axis. If       \n",
+       "             intending to apply override structures to this axis, use 'AutoGrid'\n",
+       "             or 'QuasiUniformGrid'.                                             \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:49:03 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m10:34:25 EDT\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mor \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -1148,15 +925,15 @@ { "data": { "text/html": [ - "
              WARNING: Override structures take no effect along y-axis. If      \n",
-       "              intending to apply override structures to this axis, use          \n",
-       "              'AutoGrid' or 'QuasiUniformGrid'.                                 \n",
+       "
             WARNING: Override structures take no effect along y-axis. If       \n",
+       "             intending to apply override structures to this axis, use 'AutoGrid'\n",
+       "             or 'QuasiUniformGrid'.                                             \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mor \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -1164,7 +941,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1208,14 +985,12 @@ "length_z_new = space_below_sub + thickness_sub + 2 * H + space_below_sub\n", "sim_size = (length_xy, length_xy, length_z_new)\n", "sim_center = (0, 0, -length_z / 2 + length_z_new / 2)\n", - "\n", - "\n", "sim_new = td.Simulation(\n", " size=sim_size,\n", " center=sim_center,\n", " grid_spec=grid_spec,\n", " structures=[substrate, metalens],\n", - " sources=sim.sources,\n", + " sources=[source_x, source_y],\n", " monitors=[monitor_proj],\n", " run_time=run_time,\n", " boundary_spec=td.BoundarySpec(\n", @@ -1242,25 +1017,18 @@ { "cell_type": "code", "execution_count": 18, - "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:49:04.250489Z", - "iopub.status.busy": "2025-05-15T10:49:04.250412Z", - "iopub.status.idle": "2025-05-15T10:49:10.632461Z", - "shell.execute_reply": "2025-05-15T10:49:10.632188Z" - } - }, + "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
12:49:04 CEST Created task 'metalens' with task_id                              \n",
-       "              'fdve-0826aac7-8e75-4cc4-955b-45712332445d' and task_type 'FDTD'. \n",
+       "
             Created task 'metalens' with task_id                               \n",
+       "             'fdve-3451ce3e-7db1-4d70-aa16-f2402ae6f8c6' and task_type 'FDTD'.  \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:49:04 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'metalens'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-0826aac7-8e75-4cc4-955b-45712332445d'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'metalens'\u001b[0m with task_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-3451ce3e-7db1-4d70-aa16-f2402ae6f8c6'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, @@ -1269,15 +1037,15 @@ { "data": { "text/html": [ - "
              View task using web UI at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-0826aac7-8e\n",
-       "              75-4cc4-955b-45712332445d'.                                       \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-3451ce3e-7db\n",
+       "             1-4d70-aa16-f2402ae6f8c6'.                                         \n",
        "
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              Task folder: 'default'.                                           \n",
+       "
             Task folder: 'default'.                                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=122380;https://tidy3d.simulation.cloud/folders/folder-bfe11006-2cae-4abd-bc02-04b6047e01be\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=270410;https://tidy3d.simulation.cloud/folders/41078c53-acd3-4f23-98d5-8423bc5401c7\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, @@ -1298,13 +1066,16 @@ }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fff747e84a1e4a1d97439b62101a8ddd", - "version_major": 2, - "version_minor": 0 - }, + "text/html": [ + "
/Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages/\n",
+       "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
+       "
\n" + ], "text/plain": [ - "Output()" + "/Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages/\n", + "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" ] }, "metadata": {}, @@ -1323,15 +1094,15 @@ { "data": { "text/html": [ - "
12:49:06 CEST Maximum FlexCredit cost: 0.412. Minimum cost depends on task      \n",
-       "              execution details. Use 'web.real_cost(task_id)' to get the billed \n",
-       "              FlexCredit cost after a simulation run.                           \n",
+       "
10:34:26 EDT Maximum FlexCredit cost: 0.412. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:49:06 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.412\u001b[0m. Minimum cost depends on task \n", - "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", - "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + "\u001b[2;36m10:34:26 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.412\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" ] }, "metadata": {}, @@ -1340,25 +1111,11 @@ { "data": { "text/html": [ - "
12:49:07 CEST status = success                                                  \n",
+       "
10:34:27 EDT status = success                                                   \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:49:07 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "830972ebdb7a4358abb54962adac12e8", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" + "\u001b[2;36m10:34:27 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" ] }, "metadata": {}, @@ -1377,11 +1134,11 @@ { "data": { "text/html": [ - "
12:49:10 CEST loading simulation from data/simulation_data_new.hdf5             \n",
+       "
10:34:28 EDT loading simulation from data/simulation_data_new.hdf5              \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:49:10 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation_data_new.hdf5 \n" + "\u001b[2;36m10:34:28 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation_data_new.hdf5 \n" ] }, "metadata": {}, @@ -1390,15 +1147,15 @@ { "data": { "text/html": [ - "
              WARNING: Override structures take no effect along x-axis. If      \n",
-       "              intending to apply override structures to this axis, use          \n",
-       "              'AutoGrid' or 'QuasiUniformGrid'.                                 \n",
+       "
             WARNING: Override structures take no effect along x-axis. If       \n",
+       "             intending to apply override structures to this axis, use 'AutoGrid'\n",
+       "             or 'QuasiUniformGrid'.                                             \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mor \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -1407,15 +1164,15 @@ { "data": { "text/html": [ - "
              WARNING: Override structures take no effect along y-axis. If      \n",
-       "              intending to apply override structures to this axis, use          \n",
-       "              'AutoGrid' or 'QuasiUniformGrid'.                                 \n",
+       "
             WARNING: Override structures take no effect along y-axis. If       \n",
+       "             intending to apply override structures to this axis, use 'AutoGrid'\n",
+       "             or 'QuasiUniformGrid'.                                             \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mor \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -1424,15 +1181,15 @@ { "data": { "text/html": [ - "
              WARNING: Warning messages were found in the solver log. For more  \n",
-       "              information, check 'SimulationData.log' or use                    \n",
-       "              'web.download_log(task_id)'.                                      \n",
+       "
             WARNING: Warning messages were found in the solver log. For more   \n",
+       "             information, check 'SimulationData.log' or use                     \n",
+       "             'web.download_log(task_id)'.                                       \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Warning messages were found in the solver log. For more \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31minformation, check \u001b[0m\u001b[32m'SimulationData.log'\u001b[0m\u001b[31m or use \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.download_log\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m. \u001b[0m\n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Warning messages were found in the solver log. For more \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31minformation, check \u001b[0m\u001b[32m'SimulationData.log'\u001b[0m\u001b[31m or use \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[32m'web.download_log\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m. \u001b[0m\n" ] }, "metadata": {}, @@ -1442,7 +1199,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[10:27:38] WARNING: Override structures take no effect along x-axis. If \n", + "[18:56:33] WARNING: Override structures take no effect along x-axis. If \n", " intending to apply override structures to this axis, use 'AutoGrid' \n", " or 'QuasiUniformGrid'. \n", " WARNING: Override structures take no effect along y-axis. If \n", @@ -1463,32 +1220,32 @@ " USER: Time step (s): 3.1636e-17 \n", " USER: \n", " \n", - "[10:27:40] USER: Compute source modes time (s): 1.9113 \n", - "[10:27:41] USER: Rest of setup time (s): 1.2303 \n", - "[10:27:48] USER: Compute monitor modes time (s): 0.0001 \n", - "[10:28:02] USER: Solver time (s): 14.8280 \n", - " USER: Time-stepping speed (cells/s): 2.94e+10 \n", - "[10:28:03] USER: Post-processing time (s): 0.0914 \n", + "[18:56:34] USER: Compute source modes time (s): 1.0420 \n", + "[18:56:35] USER: Rest of setup time (s): 0.8984 \n", + "[18:56:47] USER: Compute monitor modes time (s): 0.0001 \n", + "[18:57:10] USER: Solver time (s): 32.6940 \n", + " USER: Time-stepping speed (cells/s): 1.74e+10 \n", + " USER: Post-processing time (s): 0.0991 \n", "\n", " ====== SOLVER LOG ====== \n", "\n", "Processing grid and structures...\n", "Building FDTD update coefficients...\n", - "Solver setup time (s): 1.7365\n", + "Solver setup time (s): 10.3171\n", "\n", "Running solver for 31633 time steps...\n", "- Time step 503 / time 1.59e-14s ( 1 % done), field decay: 1.00e+00\n", - "- Time step 1265 / time 4.00e-14s ( 4 % done), field decay: 1.33e-01\n", - "- Time step 2530 / time 8.00e-14s ( 8 % done), field decay: 1.14e-02\n", - "- Time step 3795 / time 1.20e-13s ( 12 % done), field decay: 2.00e-03\n", - "- Time step 5061 / time 1.60e-13s ( 16 % done), field decay: 3.97e-04\n", - "- Time step 6326 / time 2.00e-13s ( 20 % done), field decay: 8.51e-05\n", - "- Time step 7591 / time 2.40e-13s ( 24 % done), field decay: 2.00e-05\n", - "- Time step 8857 / time 2.80e-13s ( 28 % done), field decay: 4.91e-06\n", + "- Time step 1265 / time 4.00e-14s ( 4 % done), field decay: 1.31e-01\n", + "- Time step 2530 / time 8.00e-14s ( 8 % done), field decay: 1.27e-02\n", + "- Time step 3795 / time 1.20e-13s ( 12 % done), field decay: 2.14e-03\n", + "- Time step 5061 / time 1.60e-13s ( 16 % done), field decay: 4.36e-04\n", + "- Time step 6326 / time 2.00e-13s ( 20 % done), field decay: 8.96e-05\n", + "- Time step 7591 / time 2.40e-13s ( 24 % done), field decay: 2.05e-05\n", + "- Time step 8857 / time 2.80e-13s ( 28 % done), field decay: 7.30e-06\n", "Field decay smaller than shutoff factor, exiting solver.\n", - "Time-stepping time (s): 12.9665\n", - "Field projection time (s): 0.1186\n", - "Data write time (s): 0.0028\n", + "Time-stepping time (s): 21.9399\n", + "Field projection time (s): 0.4301\n", + "Data write time (s): 0.0055\n", "\n" ] } @@ -1517,18 +1274,11 @@ { "cell_type": "code", "execution_count": 19, - "metadata": { - "execution": { - "iopub.execute_input": "2025-05-15T10:49:10.652231Z", - "iopub.status.busy": "2025-05-15T10:49:10.652161Z", - "iopub.status.idle": "2025-05-15T10:49:11.122421Z", - "shell.execute_reply": "2025-05-15T10:49:11.122010Z" - } - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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vMgOrEkGEpNCKXkuHNLjeGyc4b1hJoEuipm6pwVqrEkFzygl54fU+NC3xnNmXAKq1Z44Ayoigmb5LD7qq4idfmc0Illp541iQQbKcrvZQGTNEkHOuen3Q55IMahFBc+2pQWuDY8evhaXtgxZ5VRilXgMRtDS2dxH7v+Khx00lgObIn30XLg51vD3kVC+WEFIF6d5o25IMVK3+5N/YBYtGc/X4sXzQlZ+ZwRQEyr5kUF53RaG6h/JIX1jx7Hvm1XGDyKBjjw2f/OQnAQBvf/vbs88/9alP4fu+7/sAAP/j//g/wlqL97///Xjw4AHe/e5343/+n//nRfWs6ERl8uuZ8qb2XdigVGPUjHNNjdBoqVuMBTdd8Up9hGaYmW/Uq8Kl+pP6iOqt7DZHAHHih9qbtVGSP94JgqxC/tD9id+buGdMJLAM+6wghGhbhRAaYpgXEUJASQoBSGFhzqNJBHnE66pFCmkXUeEXFN5LMqhmEp4V1UuqcEKnojzSCKDsd0OfpX3DcRMRVFSZ6mP9FxtuoPTZFYWEneK84ZEggVqS7X2xr68NTbjzB68lYWDz9dbIhCWo7TO76pmInjoBtIT8kdsVppmN1VhOCLXUQTVlUA+4Kkj63GhEEFC/ViQZVCOCWpJ+ao9GrPTU2+OJJbF0n5tgBnqKN/MVh8GxCJEl+82ZCwP5/eoyhP0h1D/HIn9kW3qM97Xx3rM+5WSQrgqaezCexnCqR5ayt5G3qFtuP6mPJoXQMQmUpcoj2afy+SO0N64qjz4jgqi+6yaCjj021ExnOW7fvo2/83f+Dv7O3/k7i8pesRBL1T6EzsxcgCRihPJHftZTd6y/R3FUkE5cbaSoNfL6LOYUSABmbYQ04ofaqIZ89ZA/tfGlRgYpZAsnYaZwPp8RQqQSQgwb44QQMJ13SX7ZktcI50kQQbxfQjsb5js1lRAn6RLZ1TZ35p47GhFUeBPxTGeJHO1U5bTIIERiKZJtxa7xf+d9um58jQi6ApzivOGRIIGAwzxc9Hi9yO1mFSWMAKqtts156tTaUws961EB1aArfuJNoYMAuixqD+56SNP02b5kUA9a4WHaA3pLFQTkarF9SJkWEUTQrlFZb0+dMqzvEJ5GVwFrB9gTc/lfcXkcmwDqJUBbZMGhFJuXPdYlnkQ9aJFRBXG1QBUkQd+60aXxpHa/047RZjqjkhAyts8Laq6vtDKkLxEnUqgNc5nOunyBRBgalZ/KYGFysi5NYdsigrR6rpMIWseGFT2qgjm1BVASQIUKRwtx0uo3Bkm9MqPI6akzfK88R0syqCPtk8E0WdfIDzXcC5hUP7W2aSRQDbX73dx5FKSEJIRCm+M2rP+5j1DYvwyL4yASg4igsM9EQBlGrsySQVnFE0kniaA5FERQQ5WUXRet8mthhhqBxY7XwMLDwBqjelpxRVW6HK/BH+gUx4ZHhgQC9An53LZz2y8hgKQKiCbIPQ/OPabKfb4D+xNAc+3qBX/I650UXbaNc0SHVNosrVcLD5vqH4rrqUcVVJpH10mV1oPz3EN1rX/2wRLlmVRRXWVI2FKX/5uUwnjFcXCoc9yTGn0fNdw+vj+Ey6p/lpBSSzDXjjnvuF5zaKkSImUQJ4IkasecmSQrhFBPG/dVcfViScr71j1bC0MLn+djeE0VlL4vFLtUzjV7PChYx4ZHFC21ixaysuTSlWqIFgGU6oyEj1Z3hZhRCSCh/un1AVqCGk3UpfphbclJIYUUo8+s1du6b0iQVEUxgkFTCREhxLON9WZny8iXOH7kXjmsTfw819RBGhEEqGqgzHiZvI/28dupEUGa+XWjzUlpBSgm0dPramjdFeMUx4ZHigQizJFB+xJAcl+OyxBAtTq11dGlD5SHysTR9TDeIioO0I7eY+8hgghL1UHaA3GL4JjzCqoRMrV0vK3rtVXXvmGDK1asmNBDAMnP9yXAD+n/U8OxyB+tHccggGg7qUqRRFAPPHsqpZVgrswhVU7Nq+eq0bq2rjL9eqsurgriuG410IpHDDXD5cuSP5iUL1oIWHdbmAqlFQbG6ysaPaeayMyT6TOzF7Gipniv+RHV1CONNqrvD0AAFZ8VvjtJR5opoCikCQiHRcdfI4NUFU6sV1UGAfPqoENghsSR3lC95RXoUJhpGdm6y1/RjUeSBCJcJu15L5yy4rdMATSRB0vSqs95D83VPUcKLOkbTj7cRKJBEkGETM2zQB2khfVpCp7kJ9FQBRERNE1eZrK7iZCAyyhs9iWGHgZC6RRje1fsj8uu2FwmY9I+k/GloZqAfoytzFpFnUfI8qXVfyjyR+5TI4J4meHzQExwgsiLp1FJCCUyKE4Ser16WudRI6gOaU6u9ckcpBdRNUS+4r+kh23vmc3mSFjHhkcIneRPK3sRh5YCfmk7snTzIgysN/NYpgJiG6vqjFbd/HOlr6QRtWzLIvKHfSbbpb2vmXPPdrw0MeaEh+wfTSFEdQv/IPoL6pbQBlvVSLFmZCnjhqjgmciNrASpDiq+s8Xrxdm3GkRQFwGk7V9rhJ/INCLSLEJIGN96zmj7qoigUxwbTo4EuraU0wIt8geYHqh7VUccPQqmuXovU08v+EOwVLRc5xqfpq6Zy4x1CEKI9i3URh1k0BJo3hD0GRFyxWr1kUibm+oLdIo38xWHR2vS3a8gOfxva8m9+TLkzzFSz88RP73l6HXr92zaVyOCLCZ/oLBfSQQZawoiKNXjfKYMIlVQqMdc6t5au/404mQfxVeNCNo3XEu2l7+nXqiRQTcF69jwaKPl9dMK8+FohmVldVVCajj5Ez+jTFXNemcUP/nEvEL+0AFkhAe9rpMaGZdRM8EGdPIn7dhB9GQVCfVSrwdQIn0COTFlq8q3K15TtfHzqW9cIom8sVMWrY5zVnyfLp4GIdQ4x3MhYRJF9i1BBPUiCynjRBC1t0YEUZsxEUHEAHWpgai+K8Apjg0nQwJlRIfI0nQstLxT5hQ42sPPZSTQVN6hws4ug5YfDmE8QEaTpRnZWpif2EwG0tnnC2X13AuECEtJyNTCtqQaqHcll9fDiaDw3dVdF1cZgjCHU7yZr9gPtcnyEpXMkvKP+RtYciwch0o932pPT6avyy88tAln7R60hAgCSlUQfSaJoFBOmQGr2b5F21YIooWLCHPePfv69hSZOml8o88ahtzXiXVseHRRI4B6yJ8iPXtrH5X8Mdl3NfWP9HXhu051t4kgtS1a/dl7XYVUkD/AMvWP1q5LtKl2rqwxgIlJa+ygEFUG3ttcHSTVNdwviDx4QulUezNMbK6NYUN2LXET6axcvn3lXHeogXh7VOPqWvkZgWjU17zN06dKWYq/EBlEe5Rm49fpDXSKY8NJkEA3RWlQKnFKAmbf8BpZj7aSphFAS+q+zAP4vhObJYSdbN9SA+NDPGxqK831VMN6fTJci8rNUg4fShUkwsI0IojjMqbQDxOMWXgzNzf/Zr7iMDgU+VPDvlkIa+VILA0ZahFA+mJFmdEptYmHcikE0DGInyVopS/nRtET4n04PtByMqi7zoVEkMQhyJ4eElCSQZdRBdWyuWmG3DVV0HX5Aq1jw4qlqIaByfAmLZynQXB4D8D3kVDVyXCqT5I/fYqaGjFWI3/C+zoBlNUj6k8FK+1RyTAWNsS5eS/6whiDkcKfIktjAFgzhOOI5A+RQalcjQxKlQgiyNjYuElRROoWb0xGxMgsWPLMpe8iIeQpKxapg+i4KgbNPFMY1V+rl9rKw8Nip4X/GnEbrWvDs/09b2vFg6knLKzWhqsigk5xbHjoSaBjEkA9DyE14geYHjhrYVqEfTNscXACSJJPV73Slqug+o61mmEkI10ufxyzK8UL1GNaRrGeiR0P16J9JUlDKDOEtdVAVH5P/XOEz6GuG9lPN0ENZIZh8blecXpYmiXrGHUv/T3sE1pFaP2mW+SPbt6bkxsaAVRL87634nWPrGp8vxpqGcOm+y15PExkUA2HuIYum81tKbiHT5nYICeDlqI3M9tNUQWtY8OKJdAIoDohI8iN7DNBcriSJNB+gVXSiZWdyKdauFWL9OmdX88ZPNdCdnoVULE/JOlDhE9GAhVt86nvRgQiyBgDDw8TiRZjB50MMuyzueMXnjxZmFM81h6+IvfDKcmZQhk0Y+JsohEzmVZrBBQngyxv50w4Wc2HfGqISUQQr0fzX6oRQbyd9LpIGX8FOMWx4aEngWqQnd/ro6N9P5eGvea50yJDWqCHMHkMUr0xZzrdU/+hfH+WfF5bDdYe8C8T2qcRPq3JgPTr6VMn5WFi/SFaZYrdGhHUqlsSQVRvVpdiEn2oVdZ9yrkJaRNPMdXjiv1xleTPvqiRPzXVBaCT8Jl6NBkfLyOAQlnLCaBDKTuO5bMkCYoSuTKoXd7hQrt6QukktLFnjiCUZNBl/Xsk8cfHCyvq4dtcJ9ax4dFFzUNFTpzps7RfQxUDLCN9pCFuqAvpu6Tracx+p8l/vL9bMdW7JOmjHm/PxkobamqfGukTvm8TPy0fGWuA0dO5nppoDSZ1EAsXy0LFAF3Jwo5napBGCvnUH5zg4JBtp3OfkUFcpTOXzSu2Taubh65xkibVxcgg7TR2heFR2BYPD6upghpEEG+rbMNV8UCnODY81CRQTdXBJ+9zD0s9Dx0tr5X0Ws3GtXCFt+PBTlNvaOFf02fHeaCaO87aSqkV/S1XCYFSFbSUAGoZYff2hwzVku2VZXIyaB8iiLd9jgiS2cw0IqgGGX5WK3cJeoigm2YQfYqxvSuW4SoG6J7Qsrnf7lxYVeu315rAq0bQvffHaySALovWMXIiCNDDpMJ2Cxd29iTK91FS9WQlU+ushGwB07Ff9nlCjvc1Iug6sY4NjzaICJI+Kl2ZsAgNFYwM86opW6byTcqOJNsypzySWb3U8J3OcLMW6aSiovyphr0hJ35a4V2SKOkRK3nvU1/y/QwACx+IoTl1UGgwL5Qdb+X6YKFZRMbQ9UXqHn4dSDNkSQQWRs69RBCQhabVyJU5MkiDvH5kGZK4SkRQ2iGj8LqJoKRauqKQsFMcGx5qEmgOS7JtLX24aRFARaiWeN96QNYmJrVJds38WWtHSmF7QOWPVn62raLs4aaZHNpE4rJqrkOpsuYyzuUPthMpQ23oIhqVcLh9iCAqa6587Zgu84Av26od800igk7xZr5iPxxDBdQqU6bPBupEUIsAao0ZhC5ieDZUqv7wvyQE7KpxiAUQLbvVMaGHRCvPC0vD4TrCsjl5NKcKuiy4Kkgjgq4T69jwCKFC1vCJOgB1Ajyn/pFlauSP87qqBSgNcYFc8VAQQJX06pniiMiWhh+NrKcFbeJdzSilKKBqvj6S9JHgfeOEEsQr3wOB4JEgcm3082SQR24mDUAlXTRkRBCQhYcBqIY9aW2lUCjar5cIorJ53S2VTY0MKttVv5Y820YSV0nVVqiBPHi2NRgL2GFWEXQVOMWx4eRIIG2yLg1wL2N+exnyB+hfIe2doC8hgOj1vpMejUjRwgmK/So+DrXJTE15UzMyluEPkmyQfVJVKYn30sC5R6HDwRU6SyT1+4Rt7eNPdOgseg+TIshaA7vE4HWhGeyKm43aJPoyoS+E3vsrqS1kmyRh20v+1DIYcrTu2/sqW3oJiX1DUHvKX0oe7HN+5Xk9Nl1RCwHTznsWxqzc//vGkFylQ681/x4Jumbp+YL7//TU3VPHVWEdGx5h8IxKLDSsGtHUUv/wYiMBxMkfIJAd6bXYh6t/KFQpvA7klFp3jfwBZkmGrL3IiZWq8TVHI033nNqHkz6cDFOJMNEAuUYhyxqMVI/k2+fkSqwXPtk7ExkU2mPyib1nxyzOvyRj+HuuzIkHlamCJtVPva1SZUNEUK093KMo1S2IIN423lbuF0T9wN/PgYirWTVZajP1azwLDgURVOx6BWqgUxwbTo4EIqS4c+UB0tp5U1wNvWFGrVAo2T7twa5nUr6EjNLq53XL13p9OpEyN4mYI0z48dNxa+euVs7AFCfO8QfPoWgfb7f6Xfyfh6xxIkiiRUq1VEE11Opp+ihloXWlP1EPDkkG8X6rKaDUDGtXbKBmrMGSLD9LMwKteDjQCrc5BFFQEsPzZS4lgErFZJto3SvNvXb/0e6JyvHOeeo1w9k672E9xPehQ6NbZN/cMQN95tK9572WtRJYTpBp1/4SkqaXCDJim5tCBK1jwyMORqjQpFL6BBWTzRmfGEkAaeSPDPvRUBBAlXoz0kUhf1qqoxr5A5QEkJx4y37qIX5a/j1TvSZrp+yizLOJyC8Ag6iPSCH6XmIiV5CsjB2rjRNCVG+qktLPi/5uKXOSeidSQF6YIWtkkCSCwrGx1xU10KRC4sc6EUGh7LoqiPd5D/kjybxEBDHSairXIZPbZWRQPAM+J614W4Yrcoc+xbHhoSWBtIfcFonQLqtPMZHeL1w9ra7o7UEA1drSasfSDDJlnW0CaMnExkZyoEb+0DnTVFJZOJOS6nfijiHIkfKhtnUOJRdNRFB43T4/1H7ZI3PhWhIyXKv1IC2PYV+1zVzY2z6YnwBej1zSGKPKg1vbrzhdzN0PpWqnts1cmQfxVZkZL3rUofz7VntbdUvUSJE54kfziFPr7hgba35sPZ5ISxSy84rHNqHIw620tvDtMrKkslCQ1z2vDOqFGtZbIWl425Yqgg7xuzgU1rHhEYHMZkUfCzPfsE1l0tsRDuSNkKLw76CTIAZTBqvJsJgRQB2qI0D3HJLQiJUu5Q+rL3tfIZ+00LdWKBo/fvqcky65EmoMz+sVJZSj7FgoSaEauCoofcZ6KYSRhe+4UojSuRdGyIB63igkKpA3gDEWxk7KMapLA1fYeE0NRB2QH1mqlxNB4VjbqiAOTQ3ECSTubSRD2SxMNeQwha6l8LlABCGmu9eIIOZ5fVSc4tjw0JJAS7BU4n/ZcJXaw2SvnL+3TbWHutYDVYtI0OvdnwCSx8kJII38qYeH9ZIfExnEW9W7OiwftB0jlsqQM33CR+WR2qwWIqa1rfQEKokg2ZZa/T2hIRqOQQQRDhFqcyiYhbJO/xAw+iv6UMu41MIhCKClqKlBelAjgHrCdzlqhEOr73qUsDWPGn5vnQsP5uDqz/SZEwTKTDjwXPh2C1XF64yXThovhok8of+t6BM5PrXu1dpCwGUVNj1E6FIiSD6r3AQ10Do2PNrgqbWzDE+LC2Ikr6ICkhPsnOyYCJCBkz9EcGvElWjnUgJoNttZqqu83rUsUUvJH2oHtatFgBnncrJDMWg2LPuYlZnHyPNJCUdrgW9HSTO5SmmMBEpmhOwr6pxUFjunxmbEzGByMqjWSqmGCeoi6GQhqzcRQR7h+lFUQRr4tSLJoBoRVDSDq4FEJj0TjbgnQ+2BZTprzJOPHBJ2imPDyZFAUgXUsyI3vZ6fMC9VAdVCrmrmx2qdDSVST737fB/qPQwBxCcznADi5E+uDCrPXeHHwMO1xEM+gIIIyj5vtLu24qqFXclj5a/96CZVkBam1hmyVTNwnguzuywZdFn0mlqvWPEo4dDX/eRV1g4PXkL+yHtSLxEyRxC0SJa60jFX9wIVha8I8V6UMbFhyF1TCzXvb3JxR5L7riRFakqlHiIo1aOEhO2Dy16j3ANQI4JCW4+jkluxYglqxr5dRFCnCqg2J6XJsgzFIgJkMAr5oSlKlMxjebiMXj8nWICJ+Al1KceoeCUBaCp/wvd13yMOOnYAGKzJyR83TsQPU0KF9O3iPIjU8yaSG8bYQDAYG1Qp3KcpERl5URo5VIQ5EcGFiQxysQ9trDfzbKJjkB1IpXBDZIWYqfWh94DqDZQ2kJ9Z1mqoqiCqczreOqnBySBJBEkUaiBDM7a87RMR5MP3LNW9VAOt2A8nQwJpZMoSP4alBNBcXdp3l/H9mWtD7Vj3XZGu9dUSAooIIE7qGGthz8+6yB+r9BthYA/4tRY1iSDkD+PZMbKHc1IDaf3onKuGHPJypSpII4Na0Hxz5s6vPK7e+q4qPOu6H/iNWRjb+xDIOlccDkuuzWNkF2tBy/THv+tV/6jKjIpKam4sbXmt1UAkgVafVre2sMNBn1LtWQguIyG4oqVldDzX3lb/hXbqoXpcHTR3nfF+bV1lkhDSsI9f0pLfgRyT5PjMx9G58PXrVAOtY8MjCMVY+VKYKYcUEkZ8JtUvFkH9U5AdHfEvtVAzqf6ZSCbk5AovSxIZrBlATgDVPH+WqH+4+smMu4z8SX0h+8Q5gN9/OZESj4EIIfqch16FtgjFjTHF8cgwp9SvwkOIyCBjdcVLKFS+RyJEeLiWAQq/oFafTp0QZzsaWcJDrYCsPjr2cFz6daZdft6XyqBWG2tqoFpbpRpo1mj6wDjFseFkSCCOOS8gV6yULlfaAO2JbM3LpneSvW+btPqzzyt9U30YrkjoWz4PrfAvqf6R5I9G/GjH4sdpIiQf/jk4EcSP0Q62SQTR9tX+mvE44O0mVRBdd/mK6OXJoCWKm5Zf0JWbM18jEXSKBm8r5rE0tfYh0SJO5vYrlCON+3WL/GmqNwUB1OvhohFAc79rUrPwevVQsIkA6g2Ly+75ggiqYUl7EcvXQp3mPHt4soBauFpqkwgVTgRUs6X6NT43vi/9ThI0MqwayMmgVni1hp7Qs2NhHRseAXSm9gZQJ3Q4MaJsq4VNAWFi6FkGKPoMQEkAZaRHIVPJZuIyA5kGSQCFOpDXo7U51bGMANLKUNvTIr/cmLfP7WLFriQOaMwj8sNORFAKtzIWMB7GTIobA4T/7RQyRseWsotFQoifO9Ww2XuYuG14H/ZtGiFzMHKGt7lm4pztKuuSSi6VhJpmUFzBYxBC6JbwGLQtkUFz/kKZeompgVIbtPYyNdBVC4FOcWw4SRJIQ3pgrRBA+644NR+UF3oaTK/rWcha9VwG/KGuN8xNU6P0EED2fJM95C8hf+R3RAZ55xKxI2EBjKNcPXcFEaT1iYZe0+aiHRUiKLzvN3OWZNBSib0MGzgW+dPbL9cBa8yiVYTaA92K00ItLOcQ5Swtk4cD9ZbLQ7+ABaTMDAE0R9hqhIAf9Sc0M5hOEj2u9jX84mqoEUG8fS2UbVeuC1bX1OZ5zx5JBKn1S9UWez8S0aRcH71QFz0OcM1q5fE+keFhEsW4eA1qoHVseESRETi2+GxuHw6Znp2QFECM9AHA1DBMAeOYAgbIJ/B7KJY0BVCmMqrGrZk0+ZboUXvQMcv5sEZ8acc+vSYSqBIWx8sG+9qW30VND7LwK24ETv8zUiilbmfqoKT+YcogSQQZNDJisfAn3RA5bJepdCL5kWVEw2QQHcqokE41IoiFXBXhYfRe3Odq3jucOGoRVjJlfPIxYv3ilWuO1EC8L4r6j8QOneLYcBIkkOYbwHEsAkhtSzWFa/2mvS8BpD0I76s0mmuXWn+F/KHvqgqgPdU/tTZwIojvKzOIacfHiSPNpPkQoR5aaJj8XEM19C+tbPdnEKsr1q4nO9d14xQZ/RVtaKnXCbXfxzHUCJcllfhvvKYuWuLbRtAIIPm6FmrGP+MEShbOlIh7XxBBGuFVa2+NAJJjgCSCeDk21qmRDBp51SKFNDIoteeSJPssMVOpO7WhMu711tF7rbbGGKmSmiOCrhvr2PAIYoYAWjIBTq/FJjSR14gfAJn5c0bMzKiWuCl0zQtIDQFz43w9RA40JrPSAygci8nUQIP4jVRD0vixZ+3rJ4D0RuYkVgorojunHwNJI0PeGClkzUSRGESjbwr9UmgwIoKCQmqeCEoeRpkhck7OzBFBod7I212CCCLl1BQWZ7uJlWw71k4ARVt5v8AMgA9tM26H6dywtrL2sSquTBF0imPDSZBANbRWuzQCqPag3cIcEcPL4WFqTpng10ipfbwH5rBvGnH50CwnVtL/p2YATdvU0PuA2BPeANT9gdJ3QimUldPZjh6VVy+a/g0sjKKmCgqf2eKzY6A10Vkf9Fc8jDhWKMrScjXPHP57LsJ0F6g5CdK8P30+Q5RxwkkSQNpx5n46gQiaQyu0WyPDtNCv2nHwkKMaiVEzs/ajj/e96RiURee9UBp7a0+40zZmsJM6iLWhJ9x23xBFQHkWOBARdN1qoHVseHQhCaDaSv7cCr+WLQvQiR+gTf7IzElTYSYnqireO00CKIZayXpSXYoCSDOf1iDVTrXj535EVQJItMso7craDUz+QPycCtPo7Pgys2adFLIUPhZ9hCQZJMPgvPdwMMkfqEkExfZk5zhr3zwRlNLFc97OyLoAlWCZGp22K0K5agq0CoFoWENqpFXqFyD1zRQaxtrKi2ZqoKUha5fBKY4NJ00CEeYUQDWyaKmvTg/5o9XT06a6ymO52qgXmYKFPzBXssdwkqfHA6hoYyMjVwu9D4jW6uFiwPxKaj45mvqcm0P7mQkFbb8PVHKnQQbJfZagZ/V4+nzM/tfNUPVr97r8gADAnmCqxxV1yHuWpjzZh/jpUQoeglBqZjRUFg2m12wC0kG6TNvWCaDs9QwB5OPysHwYkm2p9WPLfL/m45aVK7KGhbqn+zUPCe5FbtacLy/UH1vLa7Arc5miqiISirUob1/aZhqPerDPdXosIggonzmuighax4ZHD73kT7MMhROhCa8MIamSH1QQzwQmwdpKKiBvyLhmQpl1jClugGzinqlrWuRKIwxN+xk0SS8AWcr7VkhaqoSeffXPQ2EK+YPyHFeR+oKV5+PzLfcR6iSDOBE0eg8TyRBjmfIlnX9BznCCil9D3nURQSlNfUY6AZkqSO0DkhM5JFVQxRy8qsgicpEZTbeIIACTKshu2G9AuS6IEItE01WFXZ3i2HBlS/T/w//wP8AYgw996EMHLVebdPKHvhYBxE00NWjf1ZQ/PCRtjgC6TJtkvdPr9qmc+77nAcvG0C35Z4Zc5SMJoDm4MU9hvPSvKEM7b8Vq45DOpRHHUBzPTBiChLqi7FwxGekJA9SuB/rMiz6jci6THniJakfNXlepW04ir5MAAqZFoSV/K46DY40NhNrvlu4Z/N5xSByrXO3+B5S/q5onD6Df02phZtprN7omAeSdTwQQR08WsBq0+132/YwKSrvnU5vyEOXK6n88Jn5sbnQYL8aoDHJw2x28C+fdyz/lvMnwuhr4dSSvWep73j9yPNzHA6gXxtruUO7+Z5vru+GuY8PNwjHHB09EClAQQN7rf2nfyufO+/QnYSjyhYget8sJEG6CrLR1IjbKe1RNmVMQQLx8WZe8mI1FTXEEFLxTqs8gZPiyxoR07yaETIVU72N27Jr3UabAoT+7mV4Pm/C3OQ9/dgMM58BwDl/8ncEPZ4AdAPqf/tIJ0e/51L7URjcGlVL8zLgRFh6DNRiMwWCQspzxzFDeezgfQuYoPMz7eK0xMm9qU+XGIs6X8X7y32H1Ja8muj6pHruZ6moct6yT+kJ+1oW0f9lWL/6c9xidL/slI8B8UfZV4RTHhitRAv2rf/Wv8L/+r/8rvvM7v/NgZWrhTJnHgGpUmZMt8vtQbuMhdUHoF9BPAPU8ECbvm8EW7dgnbKqXKJgLKdKIEknMZZOLhh/OuMcDYmvVseqpw1dJWZYWvm8t/G7Of0pCD/urn4veTD5yG1phpbbukwHsUA/etfCw6yZ+OOQg3bP9isPjGGMDxz6m+bX04BJV9cqBr/M5gl6f4NcVQJIAqh1HzTumhwDqwZJ7qLYlv09X21o5l9o4lGcpM/Cjb2ap4iqnkPmKWhm2pxCtQ9xVa+2Y1DS5z5JU29BxyWM+JGr9qmEfNdBVYR0bbg6OPT4AUMmfFmrfz4dHxf85ESPUP+F7cS8rlC35BJnCs4CSlGlemUQUUHiVrJMRQFJxRMc6hSdNaIZ6AfnEXVF4ZMfMj7sGSYw1lD90jo0gEkJ4GdVvS3IhbRO+0zKMwQ4phTs3APeJkInjJKmFUFEFAawtDWRG1lAVQQCSKsgjEoGwSdWTlDapzE5zHXl+RFuLEMakKAoKI1lNMtqOp3B0gVhrZlRrqNaOhVMcG47egy+//DL+4l/8i/i7f/fv4nWve91By+7xwml5APHvD11/jwImm/x3rgjugzkCSPZJzVxY+kVchjS4jBpEKmH2LTcROjOkmpblbQ6a8ofal7/vzQhWrizXym36CV1SKXQqsHaSdvb9XXeLTw/HHBv2QU1hcp3YhwACAvFDf/nn+13InADKP697AKU645PdFDZs2Hct1chYkDml2qn+fi70li9gWDG2yXby4yja6fI+IFVQ+K6tUNU+z1U1C6TnDeVXq759INXAhH2SO/TiEFlQe7CODTcDVzI+LCSAapgjgFJ1mgFzw/y5hwCag5rNyDtoKhDPyu5FmwByOeGVkV4LOluTWHA1jx2QlC7pbwh/xsAh/FG16T3vT1lf6pRSASO9m4x3SelijYnqK/1QEhnUUgXJNsjuEGqgFvi1meqh9/Jczyij6g3qaGuHaoevH8m2pvbJsq9QDXSKY8PRm/jBD34Qf+bP/Bm8853vnN32wYMHeOmll7K/pdAUPjW/nSUS6ZIoqKtdgPIBlJMC4UG1VCXxurWH6n0eqmTIkVSdtNQytc9rZFA9pbrody6LF8SG2+66/jRShKT4smzZD+pxRUm79heOc3m4Hz/+crJSkjH7qIBqE6BayEir/iWY2/emE01k8Lbkb8VhceyxYcmkcSn5c1UqoBaWTOaL+3Zn9sOMVBnlvbVNAGm/GyI1snuo5heWhbeG+sbtLo2j43an/tH3TowtVJY8fkkEpfs+I4I40dEigrzzKQyLiCBSpI7bnR4i1iLPBBklCRdCScxNY4D2vQx3PgTyPrJF//a076YoRdex4Wagd3zYe95QIYBa4VzA/PyYQlta+9Q8cHia8IwMSJPzkqTJkjGJP15/pkDKyrY5+UP12SELH2oZQlPq7BT2xckRt4thbsTAjBMhJCfwkuBR/ii8y9tNCvlywxlGewZnBuw8wp/z2DmPi9Fj6/S/nfPYecCZIZFHPCQr6+tkWr1Tjs2l8DBJBGlqEO99ChHzCF5BowveQZ71u+chcBo51wi14uDXNJFgnoizQ8UudRJBkizLDof1CbVVu+bL382e7O1CnOLYcNRwsP/j//g/8K//9b/Gv/pX/6pr+0984hP48R//8UvXKyfbte/mcNmHpJoHjAwBq62y9qTNraHWB0smO4d4SCRjz95V0F7IEL6e8mUo3hxaRF9N6dXy/QnvFR+d2X361QBaX/BQMSCfHPPQrZok/xRhzEKX/4dA1vkw4brGBg2HIoCOgZYhbuu+tzSpAVC/zyxJOx/qyH8rUgHUs2jA71k8YcAxyGUeak0tEiMxeGiYsaYa8uadRy08rCw3v5b4+M/DlCk8DUBqx6FQS/7QgqxflgEgZdvkx7AvrjokbB0brh9Lxoe9xgaFAOoN56LXnDQi8BIojCWpY7QwMCB7XYRBsRAnTgr1KJekGTOvY/LcofLZsy4PpxJ11QggKmou1K2AVKHI+sU22nG7SC4F4iBX2gAlIccxRJLGw8MBGGJYVkhR7pCFhvGwJzo+Y6fILeNDUx1g4rlLYXMxLEwOGxYeYwwb0zKI8fbLkL0ilTym65KHhcnjlybMWXhY6mhWV0UlJVU6hoymY7uq7a2Ah83xjGomhoWBX7NXRPpInOLYcLSn2eeeew7/7X/73+J//9//d9y+fbtrnx/90R/Fiy++mP6ee+65S7WhRX4sfXjOt1nmd1JbjWwRQISeh5/a6iKpPVqKkGNgyhgVFTqV1dnL/vHjr/UFr7vctj6hkF5PyUTU9plda3VpKqzLEkBanTWFkFQJ8bYtqe8QE7F0bbK/qwStXC35W3EYXMXY0G3irhgrFyQqK+tQE/Cayb6m9mgdS8vQnvaVqkZefwvSsB/gCxnzYWCZOqRCAPE2NO/jvQrRzkQCvA1aP0pVEIXWzSmCQl9NfTOpgnxSBWkJDVTlr2JiXQvz4328FFKV1XuNy+QJ0mxbHgPHvmqgqwgJW8eG68XS8eGy8wZObmgqHqAkUrTPFk9LtYksV8KQGoWrcWJ4k7a7dk1mPkS86oqLrVSgkPpnLwIouRLPEEBc5cTqp3AuCt3a+eAVMzoflDPpD+EvfYf0t4ufaSqg8HnYZjv6tL2DgYtKIxgzqXHUc+jyY2ap7S18PBe8v/LdE1EVCaLQbqYKiv2SqbV4F0qFzYwiCEBmwkwhV2oomlScsfdaGGL6TFMriTA63k61jUwRNLVRV0KZVPbxiaGrHhuOnTQFOKIS6Itf/CJ++7d/G//pf/qfps/GccTnP/95/E//0/+EBw8eYBBkyq1bt3Dr1q2D1L+v+kVD/rBY94VpE0FlSJpGAHFz332h+R/1yM6zz7hapLP/eoyJxz3UJktSBBM0Y/DpfZtw0My+ZRtqD7VaSmIJPTyr7zNAn3ipIRWaIih+xs1Dw7a6mXOrHfuinkGs3oYVp4PrHhsIS8MvD0EA9ZbBFRXAdD/uNa3et94itEhNsDD/sKX6/wwlESWx5J7XqpfXKV9rRJA0NG6pgiz6FEGhfJOZN1Np0si/huzZo1CFLV/IaoV5A2wcq6hveq4j6sNJOdVWBPFxiNrwqChSV5RYOj7sOzbw8CbtV1wQHMr+tF2vJ5CKihpGm3T3VFOGnvF4sViXVGXU1DYNhdQsARTrCW2IY0enx5H3gHOlkkXebjXVT0asAEyxle87ArAmkBGDCffywQDOBIXQYKMFhNvB201UB03HNDUiHiO1NQpzQiTTgCF+Qzobi7zNzgdyyHsPY0x6z1VBoXybnTcj+zb2qzRfTu0SICLIRsNoT6qg+H1h7pxeN65FY5IiyIsyknLKu6iSs+m3Y00gwGR/kJpqIDJMKthOGFdiio8jkkDf8z3fg//7//6/s8/+y//yv8Qf/IN/EH/lr/yV4iH/MthHRVALm9FeH6JdNT8iudIq0Xroqk6mVdVL/Vizz7UMaI0JSKv+JWj1N4WUzaE3BTuw/2Sq9RAtiSDtGjukMTnH3Io8r4tPdOQDOG138g/hS+N1H4LY3ocFVzk2HAtzWRM1aObDGniZcjJeu0ddlqDqIX/C6/ospCRg6uFfrfa22iLbk9dnMUpiZSxDqmW2Sq6S0jJF2sGGyUT6bgr1coyIaWVFy4mgsCe1RbsHVz2n+HE0QgV7oGXZrIV2yTa1npXS2KIQQdp26djGMpPZtWAdG64VN2l8yAggESLTO9luFp52LsO+fCQhiIwB4qRdhuG0SJ9q3bqiQ9ZVw1ICSA1zE+QPJ504mTO1rb935bY8TAxIgV4pFMsbIoAMBpNYmIkIIuKiRgTFz9I14KPfjQMQiaAQdBb9eCLxQW3j7VaJIAApRKyirKI2ApEwMiZlK+PXJs/EVSOCCpKw6F8qa2o8ZSFLRJC6o8sIR2NCWNoYj5v3C7XVxp+JQSCjDJWjlHt0NdAVjQ3cFP/jH//4XmX04mgk0OOPP47v+I7vyD577LHH8PrXv774/LowtyoG9KuACD1mv17Iv5c+yGkPjbwcSTTp7czT617WdHof8P6staE39EpCDb/rUOiQikk710XWsAq50kLvg3urHPlwPgcnJpWFh5By3LX6W9f3IaT6V6UGWmra9jAYvD0seBjGBoIWtiQnwC3Shn+u7a+VoakyAH0yLsuZg/a7bo1FcwSQ1hap/gH2I4BqIWg10L2Jp0oHJuJE1sqVQSlsSaQ5B9tXKoLC59O5mbtH5CSHntIdaF8rg7hW5NnsVRK3xrLa9deLbJGBEUEa5PFfxgfxUFjHhuvFVYwPRH5oKiDy8eEEByDULB3pqflVkREl2UaKD86MCTMngopwL81oWTluICd8qNxs28qxzHoAiXb0prjn5M8c4SO9Vri6xpqJaNHgxP/WTyodQ05OEwsTiCBS93DfHHGcGTzRPQB8TshYg6hwyds+7erT8SWSht7XiCCuskn+PjoRROnrsz5hRFDoCKUOptSifWQZ4XiY1xBQXvOMLAvbTCbarfPmjYE5fsRXE1c1NnBT/GOTQA/9cn+PCmjftKVLCKBW5q2al01PvdX6NL8D6aNQ+ZvavD+Jw4mmpT4+PPNLOmb+wB19d6w4by3vC9ovbyPLwFY5Fz1t0yAngtwbgbdl+ryf2Og9L0v8Gwjy/MvjXoKblk57CZaleQx/S/D5z38ef+7P/Tm8+c1vhjEGP/MzP5N9/33f933BZI79vec97zngEa7oxZxKslfBU4OeftwW943Cz0dphyyr5691bL0EUC/2JYCk/1A+ngVPHW0sG7dj8VnmwTNO46P0nfGNYy+OYRDZr1L/Tl5BvT5Lqc5IatX8cbS2aN5FtcxchCVjRK8aenaxQ4yHrTJ7j/+qcOyxYcXNQG4uXH6fZbhi2az4e57pSEOXJ0iDACKeRvA1YTdOAFF2Kt4+ILU5lD+F8VD59DfO1CWPpyCACDXyhtQ/dshSuDsY5vETfH3ID4b/Tcdskoky/xusmf5SOJfBYOJ7OxFH8g7kgMmDxiNrS2pTbDdvv+abE84HU0SxrGEWPrWJSA/KHib/ABni5ouuTeSaONet65OuRn7Lkmes6u1D33PlEsprpmhraqdnf6yNsX3UJ5qZciKcLpvB7JLYd2yQ2QsfPHhQrYNM8T/xiU9cyTEdNTuYxOc+97mrrC6DtsKnPcjsp4jR1Sa1cKx6Sl394W1OsaPVo4WZUflyta1rBbkRYjYXirREdSTJk1b7tFXL5jF0KKRSnbZsL72eCwlLK6AiLMwMQxdpuRQtZZCc3Girrfkx7q/EyVbUl5BehSfE8dVAfLDt3X4J7t27h+/6ru/C93//9+N973ufus173vMefOpTn0rvD+158zDhqseGHgJT3o8PFSI5Vw5XBvVsW3wm1IY1hWKNAKqHWxlVjaObFJftahFAsh1S/TONZ2X98jMnVDrApDbhqiAjx6aOayLda+P2UxkmtbeW8Yt/VlMEaeghUuiYanXW9tO8/3oUrQCyse6yv40liqDLhsHN4dhjw4rlONb4QHcOmhRzFRCckuUKQJKFKJgUDuyzVpzYDAHEb20a11hV4lBbpBJIhPHMCSvmFEBTwW0FUk39MybyZVLySHBiwJrpHFGx8vimFOOh3NFHBYn18D6GWkW/IILDpAiyADw8vAkE1aQIMkDyBrLMg6emBnIgDSlXvhgEhcgURpir0Xi4VlEkhVupaiB2fQJZnaQICuXn9XXdvcT5LFVAU3gZlVdVLaW2lkqpMSqlXKNV1ZCwK8C+Y8PTTz+dff6Rj3wEH/3oR4vtyRT/537u57qTplwWV0oCXTc0E0gA6gP30jAwXu5lyR+g/sDMH7zk57wO1Xy4EkbWagcvS5Ioc35G/GFOe1CkfjWDLcgfbRW5BxZIxEto65SpTGt72k8QOLKN3Jdo7oF9jggi1Mwyex/Ci2Mf5lPpyofsJQ/whzJbPxYZtqgN5QLO7PZL8Oyzz+LZZ59tbnPr1i089dRTywpecVTI+44k4ueg3Vdk2el9I6R37h4wV1bNx23u3j2v8Gg/ALXapU3se1QfNQLICULKEhHD07QPkyFzQTJgOeGWjQ3q2CTOP+aPl4ig0Pb6GF14t2XjXB5+tQ/myBUZVizrXUoEEcE3EWh6GVetDDr22LDiZqPwAeKvQ0wQ5oggQKiAtAnrAgKIg4eqGbdTSKp4EBR2o0zgJ9WGLLt+HIXyiCtQNPDQM5FtzLk89CvzxcnqRlL+aGF6RrlfWcqiFgkhE9U8NpI6xgCjMxiAZB6tqYPIGsj7iRDaxMxlgXQzgNdNxTMQ4RGvn5A+HTCxPwbmKxVMkHVyTvODqtcXjiKRJcam+ig8LO+z5US2vIY4EZTCy2YLiWqgSFQNnAjyQrHkBWF1DTfefceG5557Dnfv3k2f1xZ890maclmcLAmkp3GPngHKSum+0DJxTd/NE0ASLRNLrVytjt4J+j4KID6JqK0e85VVuapnBkq7mxNARnzf00b5UE4PkUQE1VBbnQVQTAyKY+p42O1VBLWyplwlEUTHBaDpicT3XwLeX7VjmiMoD42lMn4u6+S4TNaqz33uc3jDG96A173udfju7/5ufPzjH8frX//6vcpasT8OpWborav5vVCszqlV9/nNaOPEZUKDtXbN1a1h7r7SysYVyvZ7EUHU9iV9wO+z1cUToRCi/Wrgahg3sy2vN1ck1Y/jMte4PG/cn2quXr0tvngtibDrCgvbd2xY8XBAS28N5AqTSV2jKF5YdqaWeS6QE0oaaZJMoBu+OFJ5UBBAso0AECfVLcwRQDXyp3Ys2cbp/bz3Dw97orqpPUQADUT+uDEQPzzcSvSnMTb0jbGwdpPStI9xTBg9YG0I9XIIZJCGKTvVRAg5mEAypXY6wAw5UZgVwonDsH1qL2MUJCG0KNsc9+/J6g8qJOpTTRWUFcPPsyyrwwMLUIibqABLfZXFkoX+5dnCEH1/PCpKqJbX0BVg37Hh7t27GQlUw3WY4j/UJFBNTVCbwHIFwrEkxVrIUc/DjG6w2X5g1MrXHuz3CnGbMbTWVE98e15ny8iUCCC+Al/zE6jV48eJQOBE0CiIqUI9VQuVqtTnEMLVevr1EERQq2wNnj2Y8wnKrCG2MjmQRFA9rXu+76zaTBw/tfGqsa/BW6+scw7vec978L73vQ/PPPMMfv3Xfx0/9mM/hmeffRZf+MIXHorsWKeGVvjSviog+ky9t+95ze8Xrly/f/PvD1lnKrvTqLiF/H42EUG2oUqq/bZrYUf7Eu5Aft7rx0nnQH+418LCCpLqCET50jLl+ZxTlC7tV3l+rgOrMfSjAxm+lQgWEV5VpDhXwFPFFxm8WqqZjsl1poQhMqZBhGjgBIxWPoBM/TMpbqZ2z6p/2PFwQ+g5Aijtyo83+vlYE+2Dx0h6uTHzaMrOE9VvN1Fx42DtBsaGRO1jDAWjELFR8doxJi4GZybaIVTMIBAXlsit1PdE7DBCKO3MyZSpf+BHGCMIIZOHi2lkEA8Ja5IhKRwN0ELSNDK0ajBOn5khZfSqXUs8s9lQIyKFqo63jf+ObhqOPTZcR9KUh5oE0sAnrpoC4ZihKEsJoH2yvMiHqiUEkJZ9JCu7ombSQgikZ8PU9soqSyR6SAUkCaDJSyb33Gn5SMyRIZKcmEMypgSqE4N9iSCA346BHiKopUhq1QcsJ4IIesr4tueV2t+RRLoKdcU+2De2t1fWOYfv/d7vTa//yB/5I/jO7/xO/IE/8Afwuc99Dt/zPd+zV5krDoNFk+IrVissCt+s+dM1CHyOQ/5258igujFz8CHihAt/sNKUQb0PXpriRBtvamM4bVvbp7yPlsqg/PuJCArHIVSaCjlyFeFbKnHIzidX0RJqixqta67HH+kqsHoCPVoowrcaBEsPqt45HeXIMDB+bZVeRax9TF2SUoUbtohnKjFG0P2QOPnTRfzEuqf6JpVLb/YvTgANNoQSDdZMqic3Tuontys9m1g7/OBgjAX8BoiknomqoDE2Ip4laFTG3G+aCBQiYnJvIE76KGW7HTN1jv1GhBCFizUUOz3gWcICgiqIyBZqOx1Lllq9QX6aGBrXCx/D3uqkkiCCjM1IJoIWruazPr8anOLYcFIkUI0AoveSCDqUGmhpGUtVP4D+8NTK7HIIo0b+Pw//qhFAEsaGrCX7EEBzUvhW2FM69l7iQxIvTI5fI4KA8qG31pbsIV683ocIaoGHrfUQQS0DzhZZ2qMAa7VRqoGuGseWdS7F7//9vx/f/M3fjC996UsrCXRkHEMBujR0paZ0WBqipZK2Sghvj4KToyfkrNaPLeJ6aaiyJE6k6fIc4aPd2/h9SlO2aND6mYdEteqVhBAdU40Iinulf3uUStp4XWurJIJ6zuPcdVMLL9baorVraptOhF0l1nCwRw+Zz07nxFJT3FS9VaRvT8WzJxAx0ctGmCFn7XNjSQBRPYUps/4baqt/aqbYAiKTlFT/0K41nyPp/cL9f1QCyO2AcVdm4OKhecZn/crVXtZuktTHxAa1wgOpjdQuYPK7ScdvhkiO2NT/OSE0kSBG/B86iAib2Hbjgu8QC+nbRxhThCtyM+bYJ6GtpfpH/gZ4WSaGccHn12sLycxZhoQVG7o+Aiz29Vw45qFxHWPDsZOmnAwJpBFAZORL/jD7+qwcCj1+Pxpa6h+g78G6ZXSaPRTzBz8xeegmf+YIHBEC1rNPLzjZYa2F1jMWjYd99mA89wAeb+8qcVNt3zB5Fu0TGrZ0lVQjgo79YM3rqLX3un+LxiyUdR6Z0f+N3/gNfO1rX8Ob3vSmo9bzqOBKrvPKhFvWLSfHVQVjJwEklXctP7raPTx8N93HtdTuQHsSrhHLc+qPKlleUbdoZBC1vabA2ccYuTWG8r4sFpcqmaykKhNAkVFMtpvAPYwAYIzX09xRaddj7VpsKYKqoeYdyp5D3NHnjLKPmRkMuHljw4rjoSBtWhmvCNHnpIWCTAGg+aGkekweAq758+RhYIyk4e1kJAwwESG1UDBOAFn4Ul2j+Q1VSCZN/QPUQ9D4sUrCq0oA0XFzEiz2YUZuOBKZsD7ygXizMV29QWCfZGayrO9ZuzSkU5rIsJwQSsSHzJKlkCyIXkPApOYitQ5Yf+Y7Mn8iP2bkCKWK5+RUYWqutSM7QJfqmRRmcS6ZhT+WRFDg2IIPkykuvMpzAFOxGaPzRYVy6QpximPDyZBABNXbIfqxSLTCpw45idhH+cPbRFi62lxLOT9XV2/4l1wJzSYSDRVQzySj91iPQSRIIgjIVT/82nAAwDKH9ZIbl0kf30ME1dpxmWt6LvvdXJiBJGXDPvpxHztN/GBNSPnZCb+Q0X/55ZfxpS99Kb3/8pe/jF/6pV/Ck08+iSeffBI//uM/jve///146qmn8Ou//uv4kR/5EXz7t3873v3udy+qZ8UyzJsPt5Uj/LNW+Vr4k+afpZYxM/GWhL0W9rwkhJc+k6G8rfBhPcuVTjCFNppsm9YYUEtbnu+vh1XVQ6zzY1viYZPXIe53isk+/16Wmxt/62qgKbzKZvVpY5G2HyCebfj9dib9uhbSnj8nKeENLISrFvbXQ9zU2nUIX6klOPbYsOLmgRs4A1Bnn5zkCDvZjOxoYmYj4z2mACVkJslqGJhaiAWFE6X3QDMUDJgIl5xY0kPhMkKBkWHc/Jkfbs3bJQ9zm44VmAivyfia/ZEpdNYo5d6ieDJ5bxMpQiFHPnr8OA/wIULLkjZ9p4Qm8cPkoWJkUh2JoDkPn3TuvZlek1pH1FuQIYI1aapkGGlW+157P6mqJrXOHMmHeAyJrKqpgZiKjcLOakQQldkTYnlInOLY8NCSQHMTZtt4YJD7yofuSxlhiofIqyCA5h6OeldGtYkDfa6RP1rZRPi0wsBoO1n3EnXI3CSshaTGidtr9WbkxoxhNLAsRIwgiSCqq8u/aAER1Aqds2KisuTa1/qsCLO4oSbHduHN3C28mf/iL/4i3vGOd6T3H/7whwEAH/jAB/DJT34S/+bf/Bt8+tOfxgsvvIA3v/nNeNe73oW/9tf+2t4eQysOg4zgrYS3cLRCcqt1tNRAMwSQ/Fzeu1r38PB/fh+XBD61a84/Tt5T5lSiMgNUL2Sq+1J1qRMps+XOkHqyzJyYSZ/m22AmCQLy0DCVcIrLqSmzGXOSo+tmdPUFqt6MnfR975hbex6ZVEuhjVTXQcLsO0nTQ+PYY8OKmwGaYBZzeqZ+yEJOslCnBXMEzVNH2Z97oaghWqwMVQUkC6vUkzYBMoVRKpOMl5U2axnRlhBA8qdisu9YSB7LfFaQJtFDh+pOCiB+nlhWsqmN5e+UPtGGpZ606SrJ5cO+HpG8s5vQv26HRAQB1XNHhFXm4TNzvSV/nFBh/LB9vdULY/tJkqkCCgtTi/OCSDNscYP/AK84tGsfnOLY8NCSQBxyotkigAi93gjNMrhhbmc5SwmgfdOkzhE/WnvnJg5NImow3QRQ1g7xUHrZB73Wynlrm57yHACIiaGJ7SflysgeXGuEUFWlwzNmdTycLyFtelLHp3I7VHDyGi1SzSvkkmOKKdqmpoK6qeRRL97+9rer5oeEn/3Zn73C1jyaWGKiuw96CKCaUmROXVQLNZPQfqUt9Y/mFVMQ+QoBpIULy7bWFgpkWbRPVTG45F61BwG0pMyatw6AjKDRQohVVbI4tqo3UCSDSIvK6wptXJaNi9+X59pZDXNUriFJBrWMnZeNu6Uy7VTw+c9/Hn/rb/0tfPGLX8RXvvIVfOYzn8F73/ve9P33fd/34dOf/nS2z7vf/W589rOfveKWnj6ytNic/CG1Qqb8iSQHIz0k4ZFUO8BErNQgDHEJKvkwZ9AsiY/4Wpoyp835IXmUBFCr3UwF1OqLbBelGH6c6nmQx2psiqoyFoAn0slOhVCbbOyHmCUMdlDJOwppKrK58fYIcLKLh0TxLUci8jyZXNvg8+NduLR4n2ieTt5BmjkHZZHSk1m4l2PsprgH831rhEuNAErvXVUNxBVsRbFGZDPjbc2208nRm6QGOjWcBAlEWKrg0aTP0jCRT/CvAtV4fGn8rEzSe1RHLfKH6llC/oQ6TOmVwAigVntknVobtVC+GtHXu7LZUgNJrwzV90CSQex6ybaLba21qRaq2ItjEUFFPRXS1LEJQzHRu8FqoKWyzoeB0V9RYp+wXqkGAsp76z4KICD/vc55rGhZmThkZivZnqX3cQ6NAOLgiQJ66pi8aNqT+97Fi95jmu7Ry0mFqf/1J9CcoMkXC1pEEKFQcbF63EjuEAGjG4MXwciPaYT0SarXNYXjUZvm0ruHNvVdM/L8aosBDwuOPTbcu3cP3/Vd34Xv//7vx/ve9z51m/e85z341Kc+ld6vCtHDoTvDUW3CbfLJuEp6zMWISQNnZojLvaOLsop85nKiH8tgKphaSJaabl62UdSTGz/3EUBUV9ZMzkewTGThPSOhsjCiiMEGrx8AKfmLndpVEGJ2KNvqK+fNlO0ptlF8epIWUhRpDTC6QDIZO0x2PN4E8mouLEvW3bh2uSqq6s7GrpfMkLwI/2pcv76PCFJbaQQRNNPG7ONaR12hgugU5w0nRQLNIYQ11UPBlpUV5YgZaXIYFcvSCcbcA3sNWj089KvnAbvmA8ShqYDUVe9i8lKmJudePGo2OKY20cgVTYrfCsHiYQwtMkiGQnHykO/VQ15p7dHORY/Z7FWCTyqAuhpIw1VnCjvFm/kKHfsogDRD3WOjhwDSQi5b5SwhgGoG7kvbHNo2hTW16qpl3JrKKQktjZxxggCxA7kPlEoVKq9HnZm3TdRBnyOEbfExghNB/HhTfco93lhTEE6JDBqm7xwfUcZ8/K+NE5IEK1Ryo+vqgx7Ifm5hbmHiOsa2Y48Nzz77LJ599tnmNrdu3cJTTz21qNwV/eCT6USycFUBN86tTJyP5U1bECSArs7hChBqG/n0CHKm1dTMXLllNs0aKEmVGvkDTARQrvZBcTyqaiqGN/F059l2bH1xUkHpKiXnPdAwx85IhpryylhGcuQECH3OFeCjB4wJ3kPGA4MdACJ/olk1kUF5o5R7XjzXdE1kZBALXawRLK0Qxmw/ribix28s9PhJqKGMZR2Gtb1NAPFju0nm0Kc4b3ikSCCCVJ5k33U8dMxNVlueOfUyL0cAacQLL7fWxtZDdvg+/6FpD/V7hYEpxI8fR6U9NdLAAtvdNJkYJ9VRrdck0cB9GuagmYMWHg2RBJEGyUQGaSFRl1EBzYVhHRtav9V8VG6aGugUb+Yr6uj12uLoMaRdUmZLedEigFp+ZdV2NUKaOGqhYHqZbaI8vWdjhne+SgTNQapSg/qISC2vkl1AIOzHMd4LRw87mEy1U1METfftEKI1R1BwtQ4RQfEb9m87wyTYNl11DTlRRN5BLWgqHakGAi6/iLVvZrZ99jkmbsLY8LnPfQ5veMMb8LrXvQ7f/d3fjY9//ON4/etff/B6HmXUJpFTKmw3kQlppz7ly2XaVCg9FHJETvZlGBiAakawVJfBpKTRFEacTBChZhoBpClA8rTz07E0w+So/vSaXgxTPZKsY31QpKb3Pil0ZIg+pX6ntO8hPE7JkJbg8kxepv5cm7KNwcPBlKogQQaV56B9X5m7fvONxfOGJECBMlSrKJi+K8PCqDweHpftyrkjoYCrtY32U8u4JtyEseHQeCRIoNpEWxIvLc8Gmshr6hStrFR3x4NRzcyTf6dlU5EEUG0lVxIqPZ4RNQk8gdfdIoCqx6qQP+G1y0INqh4/21x5xP15asff+rxl1lkeQ50QcoAaKoZiDx1LFTHy2t1f2bb/iquafQbl9TgfHnF1RNHGAptFLv9HbMyKo4J+223Fn1iV5Pf+S2Q8qqEWFtYigGrhPmXmq+OukLmxbFvvuNETkiVVqUT+EPEzjVW+Pj4AsEMgPRxyMmgJEaS2LyO3LdzoExEE5OFhc9m4Qhn95tYuHkdqy0x/hzaYvQmanmxmGi7r6XOdfkD7jg0vvfRS9vmtW7f2CuN6z3veg/e973145pln8Ou//uv4sR/7MTz77LP4whe+gOGGLaacHJgCSJI/BylbIS8SmNJDVTokQ12rt08odDj7o6U/72qvJJnsAG83VQKIIyeABPnTUL4URtwMWigUJ+RCqFcgfTLyRzs85ASNCqmG4UQ/qXKU7GtO9r338CZXBalkEK+rcY2oqHyukiqpX9g54qFawKQGmvPdEaGMmqcVfaSq71Ce12sQ+XThFOcNjwQJBJRkA2GJzF8jgIi46C1rn4d/DRkJoxBEvCyOGgHU+xCf1z3/Y9BUQJIActtdRv7wh3/ZprCqPEbyx8E7CzPaih/SoE8SxGRwzqyzuZIussVk6qBKu0Id83eHGoGlTUp7HvKvJKRFCTMg0Pm4CaFrp8jorzgc1JBGQXYeqo757dr35H1Jnx5SoOYBNo1Tl3tayxIDKKrUcTtm5A+9ds4XCxcEClP2Y/Cq42RQrtqZ7kW8DZwIsrBwcNVxMZH/kQjKs3qx8V05bg0UEmYHU4SfpbKYKmgpslCtBX5ZfCyqqZaWkEz7ZnW7Cuw7Njz99NPZ5x/5yEfw0Y9+dHH93/u935te/5E/8kfwnd/5nfgDf+AP4HOf+xy+53u+Z3F5K9qQE1CaENe2q01Q+eQ3M8IFgIbRdF8bba6e0Ux/2YR6TgVUIBIZua+MIGSit05P+ZIAKsLZpPGRUF15O2SbJbKJdT6/JdPnzk98DBFBaXtqWzrkqF6JRJCBx0D9WDOnztKYu6SEqSpg2OteMmiWcJwz7abNGtnapusyhHElMqiWvUwjgsgbKPXHJNWZtcRqkHk9uI5QMOA05w2PDAkkoT2A77taNgctM8y+4A9tms9AD6ShZ/cqrhYKtkAFlLVBhH9pBBCX/hNqD9oOwCA8eXpwWR+EuewoMrW8TM9bbVdH+IrmW3Ko63cfQ92ijKqa7vqJoKWpHseH4Ga+okShDFR+V63f/3Veq4fwZ+nBoVQXPQsI+n4K0R3HgBYB5JgqiMPBASPgB4sBYIFaDphRUtD1oY0LRMwUhs4KESS/67mfSnKlRQQBpUeRbGtqwyVC8iR6Q+UuW8f0+up/e/uODc899xzu3r2bPj+UmfPv//2/H9/8zd+ML33pSysJdAXQSKEuI+kDojnJlemSRNYyie7bsvCVyVOum+k1LhEGp2WcYgQWr0MSTRrpwz/XyB/tDhW1VPDxvDo/pYj3HonYkCFrqU9Y5q5ECMXYKGtCoJSFL/qdEy/UTh6Khkgcho0Pc28tSDTRHvpOzUgH5NfaAjXckp+LvCTktVVt2zXgFOcNJ08CLfFc6TVY1tQ60stnyQR6HxUQDwHLiSGWZpxNeEhpk9pYUdvUDDYltIxgPXCJ6JlUWePFjr0eM+l/aKtPdZLXA5f2A2TEXK7et7AvAaRNdpJZZzLqnFRBNGTkddfJkCXeRTUD21Y2I/l5D3HUmhz1lNtSCF0HBmMxLPiNDleYgWDFzUL1dyoULJeFHg7cViT2/HZpmx6vulpK+1r7au0iEPmwRHVE49K4dXAXkxJo3LpE/MiFAlmnHSz8ELYZzgf40WA4HzBejBjOB1UNNO0/3euIQiI1UI2YyQ27feERRERQD6jPqL45aO2RYWP7gIgeee/nRFANPcTiTU0Bv+/YcPfu3YwEOhR+4zd+A1/72tfwpje96eBlP+qo+Y/weWdBCrF58aIJai3bWKVd0rA6qXSU1Nr7hKsF/oVnawoBUqF+IoDMpNCJKqDRTYSCDDMzaKiAZogjWQeVz1U+VC9BVQOx49O2swZw1N5IAHlG9IW+R+z33JohI8foPQCYoaoGyo4R0Sza+4kwMjGlvJ/6DmYQWeGUiAb2WWpTUlRN1wcRadIXKSmhFCJKVQM1D2wKj1tCmObnqKJ8bZFUV4xTnDecJAlE5rsy29QxwMmV7OFdZrOqTLaXEECkuknvGQGUZ8qq+8q0wq1aK4v8YZ4TQJoKiFDLhJXaEkPpeJtq3g8AJ1L4I7zDMAzwzmVqoOpxzHjuXJYYylVKoa307xwR1OtTJNUMtfCwfbBE+VBbDc5CPAQxR2qg68ZSWeeSbVfcbPRmA1xSXtq/yPh03IeAJeq/pSrBufTzS8N5an2qmT8n4udihHM+LA6Mvlgk0NpA49NwNo2XPv4/nA9JsYPGbUh64ciwsNo4QeRLIoKiQjR5BFUUwZJYCeSL8EmoLOmnTGgz52Pem0gfb+Q2Lc+kQxI716XAO/bY8PLLL+NLX/pSev/lL38Zv/RLv4Qnn3wSTz75JH78x38c73//+/HUU0/h13/91/EjP/Ij+PZv/3a8+93vXlTPin5oAhWCyt2YcjsVxuYKkGZIV/6+SQTV6lIaGyb58+0McMXnWip4TiqoxWkEkOYDVCGZPIKJslPqk+bOBF56jQDi36dzyLYrQsKIGJMeTEwNFMiScCwhtMpnaiBevmV1yvAwSQZRA1N4YsNUmz6T2es4ASTJNAgiqkoEUShjBZlCinySKtBIVxmmlpVdLel6cIrzhpMigbIwnELyr0/8aSJby7JV1KF4AfHPl6B3ol6qfSxqBJBsqzRblg/OLQKIHi4lAZTa0Uh3rmEi5fIwsPAZI6WY/D/b/wCrm7ztrXPGH3KXSN9lGl8ZsmZREiIaEZQpuohwQ/ua2TeEa58wsr6Uykr2MmtvBBF0ijfzFTmW/hay+6JMqd1Jjh6L9Kn97ovsXlWipZ+wmTPC7iXJWyFIsgydAHKJAHIXLvMHGi8cG0OmY7ODiV5sYbvhPN5nziM5NHrgYgTOBxibK0nL9uf3LjvYuPwANSyMIIkgAMWiwBw0FZbWn5wY6iWD5qD5/+Sk2EQEnSKOPTb84i/+It7xjnek9x/+8IcBAB/4wAfwyU9+Ev/m3/wbfPrTn8YLL7yAN7/5zXjXu96Fv/bX/trBwstW5Khl+pLqAzm59aTa6KlDZPOS38lyszo0IkgQAa3030DdEJp7FwH5pJuHg0kfII1Y4SogeMwTQOK9RgD1kD/pGNlrxw5k0KPnikVZQhYSFkoDEUFVMHNk48uwMI/yHHByiJNB6VtGBkkiiOrMQGF8QGqLZlgtlVTcHDtlSZPH11CxFeRY41psKYW0s5sRqDcApzhvOCkSaAnkg478Duh7oOeZrPZF7/411U0r3XANNc+dqa6SACLUMoIdAksfYC07V7o59GFCkDgRxOX6NZAPg+ZdZEZ9ksXbTERQKCsP46CHcvldD1rmtvv6n8wRanmohLsRRNAp3sxXHBa1DEfHVvfsi9akPCe09PtWodpTvXr6QsFUwqLSnzUCKCmBGAFE4WHjdkzHkS3GDBZm8PDOYEAI/yoxwIwOPoYUk5K0vajhJi8cQQRp4EQQz84lU9nn9dTPn61MWYhk0sigpajd/2tEEN/v0LhOz7hjjw1vf/vbmxPan/3Zn11U3orLYy6MpwjNEYoH1ehWTN73IW+ycsR+uiIkn2RHPkaF5kVTI6RaBJA1OQFkNNJHA1MBEclE5XMCqPVbMexY+c+QnixTW5NyqwyFyogvdtyGEz9MERTeU/hVUHlSPxtYDNbEVPClP1CN6KC2Eh03auoceQ0W/eLSodJ5tMZgbClzkBNByRtpLiysdd3OGFdrRFBGiEXw83lTQsJOcd5wEiRQz4SyJ/V274NH7aFHpo4F+tQZtUm0EQRHDwFUbbMSBlZDjQAimX39Ybk/FGyqK2bSGkz00zH0iD2tnTIFELXBDgbGGvZ+3pxaU9nwdjgIkkRI3qW3BmVyqeEyhpySCEplxsmEY0SSDA2rnZ/CEJdtK1U7mpnpEl8gzVtEM4oOx3r1ZNBgTJD9Lth+xaOLQ01K58KClyAn5tmD/8yigLyvaaonWY6m3JGYux/yuqTXkQzxIg8gbhAtCSAfP88wkucPAIwYEMK/jHUwY6jXWwc/mhQWloVrNYzEebuNNdn41DxmRgQBYPfDfL9eEi+Vy8PHFDKo2aYK4TN3X9cWH2q/jbbhej2F/HUnDVjHhkcHRG4AUNUw2amtqTAaXigaEaRihgyS5egbTSoMY0LWJ+e9SgRxhYX30JUe9B0mAkhCPt52h4HF/1MYWDwPRPrU1Ebh2EoCx2YqGu04prOrEQ0UjiVLKH2YWioXlxFBQVHkMUZyZS5lPT9mqc6p3mOyvmVqU0/0k6Lq4fUo6iRZXysEcY7ELHyLOIHKwgs18PC5m4JTHBtOggRaimmCXVeOHGq1t1WOFmZUy/ilKW5SmBDzP5KQhtDp8xl/AS0EjLeNky6t9mdlx3bySb+nFUYiNzIKKLR7EBMcIoCG8yF6P2xUAkgSUa6TwODbaCvomm9D6+FbqoHKSVlJnvG29hBBc6h6oFwiCxg3rN5HDTR9d/WqoKUu//amjUYrrgX8uuUkzBIS51hZKAH9/ttF2ioKlfpiR2NltuN3ohFAVB+FATs3Zf/ybiJ88kQHviiPsjMCFqBsXlH1Q4QShYWZMYw2PCxsOo6c7OAhUBY23ft7zZulZxwhzxqaEyPzZMgUSj2pdeaJuKKUfcKBlTGj8MNSrrsW+XhTsI4NjwY8C5fhvxgZgpIRG0UZ+cS2hwg6Brgvi4FNoWpzRBARYLVpvqaQKogfNMLAqg0m9iW01Tk9C1jYNFf7GEykj1Qhhb6QqikDwDQ9aCYySR6c8HSqhfOmayAPxxqMAcjkuoMMysk5n/qJiDqjdGnyA0qfsHbYAZS1rDZsE/nEb8WpPuaHpBpRV1DzLeK/l31xXenhgdMcG06OBNLInWxS31AzLCGA5swTJWoPWbXwntpkI5Q/qVyINNCIoF6ZNn+I1dQ//Ji0sKtWf8nVZGvt5N4fz4MF4B1RPxMRhGEo/R5i5pfJ/HMigOzZWUb+qHVXFFfataCtoHOkxMOdZNAcOGmVyCAgu3YJkgi6KjR/P3zVvKZG2jPkbMWKQ2KOtATaygx5D1z6W6xtuyRDJKEvE1O/4X0rZKnHW0hTQNaP18fvp/9rWTftYEBvw7jhYkhWXpdhCxdqnUwNBExhYTxb2Ny1wUkXeSwt8G00dZBEH0Efy4BVx6LCYJr1WSsb3FLUVEIyy2etLStW3ARUCSBtYhv/90DfxPbIRBC1ZQkRZDAfDqd9y4mTahjYjBk0N5uWoV862RTIn8GEei3i+XEOcKNap+H1ImRsIgUSAJW4k23WVGLqsXIiKLAwmSqohwxKIVqmoYaRxKR3+bXoTTKspqxlxkyhabxM6tc5FMSPfK9d18q56AmBXHF1ODkSqAUKA8pTwIptRLp1wlwomVofETRDSUqEMqcHQE3VwffTwpx6Q640Q2i9vXr4V8+xaGqWqkookT9ncNgCAAZs4KyDwy48jA9hAsBZV07+8BA5e7bJ1D+aQimVgZLLlxm5NN8DCW6MqZFBWZ1LV1lZ+FRGmgmjaM8e3OcmoD2TXipzKUmzVJUEXL8a6BRje1dcDlm4j6LIWGw0rRHOR/QT6g9nzpU4ElKdsgRJ1SPIjta2WqYvrroc3RjJhDB2W2a3PAzi/h3HiLBgEFWj8ngGpHqHYQoLIyIo3IvaoVkyRfqSbF7ye+kZpNWtG0XniwJcpUTlNsOVRdjvoRYUeseaqR03iwhax4YVXNkCYJrMaj4sWcrwGTVQDR2GurwdfPKfb5irUagtrfTl/NPalcy7QqpmutPB88xVjISphZrldZXkj3HbQPx4B+N2gNsBTvQP1QUANtZpLAwRQXaAkQbH2nmgbeitPF/ifKTviRgyNtyPBRlEpIxG0CWPoHjuiqxlxbXpUp95H2c63sHYIctaBkYIdt25RPr55nZzBKfP/ZMoo1rrGrhJOMWx4WRIIG0SyZUf0g9mPjvUnMdQXUmUtaFCmvDPfGUVjmeM6iWAwsP0mIifJcadmvqnRkpp39cgFTnD2Sa0DciIoLDVBn4IbR+GoZiUcQLInm+yfiFVUDg+Ra7e+ZCrXRvt45xWYoHl/h68f+RrSQQBk4IqvRfXT/2c69e8FhJW8wWS5SxRGNwkbKzBZsENenwIbuYrLo+eyWgPqdsKvwTK+0nm6yWUE4eYnGtqjFq5c+qUxXU3Q2X174jQ8IOHGaP/znk0dB4NjPXwA7W/vD8F8if3j6NyAcA5Hwmk8Dg+6YDyezlvj/ZehghPx6WrQ+Xxknk0qBUNIijfLx9ravdhIoKoLZJs4vd56rse1K6Nmlfdw4R1bFgBoAwDk0qXIykaWhmUwveCAMoIF0YEYJpoS05GM3cGSqInqzdtO5E/1F5VLaURAkRk0CaVoUGSP9YEfxVO/iTiZ9yFusetqtgiJVAinoyBt2HuALtJ3xmZsj7ulxfGCCON8OFgpEyVDIohXq0QMVLuZFnLaoorakdMYW+8C5eEHVLWMliT1dfyUyqy06GunCpITu36XOCRw2+rN8EUGjjNseFkSCBCK0xKPijVwlc0Akim7O4xUNRIE4k55UWLAOIk0mUgQwt61D81Uou3LdteebgkVY7FGbwdowooZtBKai1kZWgG0NITSLaPfIdkvQAyMsMC3YoW/Xt9AhHKr9w447VWI/VyfyJ2TJlnUH49tgih1sP50pAAXu91hKZdBqfI6K/YD637ea+6hl/7XYq7hodbb33yt7rE7JfaqxE0kjDohVZWT7ZHbTGF1D5mCN5vPpo7e5EGXSU+aJwswoen19ZO5UQ6JQQhxyQEoxuzhZIaKTRr2Dzj0+MSiTSllJ+yiPWPRdy8mquBuDKrRQRRv11WvbbvOHCT1EDr2PDoIsyRO9OcA5DZoSTBUfjUsDJS+JaitFBVQ5JgUcoEpQZfiB4TXj4RVwmg1La2Cojec0+mvB6qI/f8CQTQLhBA4wXgdjDjLpA/kRAKpIeiRDJBGRrUPxsYs4W3G8Du4IdNIIDsJhJFHsaEc8HPqSQ/UkY1KERQlslrDPXTNowM0rKI1U6D8+EennyBasQTU4NpYWFUn7zd8r7WwI+/yussVANlEzxMIXAabgIPdIpjw8mRQBqkF0xG6EiVw5wCSEyiKasUkCsqagRQ64FKyy4mt6+FWi2Brjoq1T/10K92n7XIn+J4MBEy4fWOe9xX2y2JsYkUmu8fSQTyz7SH2LmJkIMkZfJVYs1YW4PWdprYWSC/hoU3T40Q1MLFlpg49yAplvbou+vCKd7MVxwP8p7Yg6XEUpbqvEMFpIUQlRn46mXWiAmNMFiKHvJHti8QGHH/6A6H8yG1PbVbMYSWkCQNV7lqZo2cdBnHeI5YVkpOCpUefbJ/2PMB6obNnHxJZBAmRVBWYuU8ZKG4M4tTNSIo7GvU54+w3zKV0GVx3b5x69jw6EGewczfhr3OiBtG2vDwpq76amRQLeSG199S20QFSE5M5c/ntUm2RgRpxE9ox0RAZcqkOTNorrJRN2HE+xwBtLtI743bAWNUB2n+TUkFZAGzBYYhqIDsJoSU2QF+cDCkDLIbyFA/QBweKaIolbqmCEp9E9ugpJMPZfpEBAH5OfJ+St8eiMV4HH7MM3fNhIXZqHQiIqjoe5QqL6BO/hSfzYU80sb8mvIeHtSPoV+kX9FNwimODY8ECQRMRNCS8BU5sZapxTVlETAfNkWkCYWlAROJkNWfCJ8y3blEjym0TM1Ln2VtVRRM8jVvH09Vb22+vabK0WABjELt0ppAzZNS5Xv5gEvkk+b11ArNk5iympWfayubMuX6HLS2Q7S7phaidgBK+MAl5fq1/R8WRdBgFt7Mb8IyxIqDYj4keJ64l+gxdu7N1JWri3SPnRoR1CqvFp7Uk+Wq2uZKmUtVqnQMw2DgR4OByjvTy3O1LJfKb7t2D3eR7Mk9iYIvUCKEAEZQBYpqLsW55tNjowdRTs7lZFAigtgSSc28eem9VstSxsmg0A6dEOrNJMmTXbRUp7TtTcM6Njy6qHoBAWUIDgsfIjRNhqWfj8Bc9qRCbaOUpxEsfKKdNSdO2GUoUC3si8pSj6Wm/khhVfO/Ea4CqRJApPgZp/eJABovQjtcsMNIRtFACIeyFsYOgeTxm6gsDSSW95vwv3XAsAmEhN1MihqlXzPygxNBdLxaeFTYKCmNQjiawRApEAeTmWNnu9P/8ZozJhJ+LeUNCwsLBMsUjsY9ompkn3a8esa4490DrSCNrhOnODacDAnUMibWCZFBJQD0snWyR06w5T70PydztDZzMkhrJ6GW9Yq/Jj+g+rHoD8ecwOohf+rll2FZNWJC7jd3PkKqdb4P9Z++cqj5Jsj6NeVXbUW0RWZZIHvwrZE3h4RmYt3yqVqaWr7lC8TLr030buIDPuEUUz2u2B+X+X1O5Er5O9DUKnOZq3iZoVyhIBFZn6Sqo91GKl8P3boMEcTLXbrQon8X/r/sXURrS+6N5HXlUiKHAiFEo48Fkrl0auuMZxwFuGnqq6ktjm1dJ4JqWEK4tVLWa4TQUiKohZu+SLCODY8WpjAZLn/QU8L3oup1U1PxaJmWauE+rHC1jd5NN0+gGnYloXmwqGnXZ8isqXG2/b7Rhiwsz7lJ3VP4IYk2cAKIk0BuhLcDYMP9y7B9PcDUOZhIn+inY2xOrkkSxMLkRJBol+wnrvk0bqcSQbZywjKDaE0NVEPFkDm1URRA51uSmnTsmSAqfj7XDy1oxuVZlNkNucWe4thwMiRQC/uY19bUJHNqIL4v963RygSQygyvcxKkFpp2KLm05v2jhSTNEVRSBcTLr7WzRdCRobU2qSKxKwB4G/vL5koY3j+aVD61SZo/i31lW9N7xRiZewq1ss/VyjwUWp4grbCtQ9TbQ4reFJyirHPFcsyqgRRj/Dm0UmK3Pie0CKCsnIqqY66c3lAtWR4nr1rHoIWgcWjhsUQ+ZT48lbrzstoLDDUVFFfjWPGeIw8N84kMMlZXA2X9n33jABquYhm1jGg5/ZMTQUA5HtdNyPO+5/5DchtOKPLjkAbSNSx5xqLx56YuEqxjw6OHItOVAjLk5QbDKbyJPG5QJ4DywhRyh5evbdPafyFqahNt4t3yMyraoilgZtDKXFZVfhgLYEz9b+Jr2GEicoCcCIrvQ2SWS+8zAojOgdslNRC8KYk1XqT3gI+klR0CcRS+AaRCKL6uEUFk3qwpgpxHCgmjay9GmC0jXXygmcLxxut+5pxx5VAapWJbU909EGwOEZQ1AqhXBTSbfe9AOMWx4WRJoLlJ5z4p37PymRpIVctUCCBOljhGFGgEU7v9y0ktLWRIhn/1kD9h25LYkiogDqnK8YzkcZTCnmU0q6W1N4ODdzaklI/+QSNCinkgeApR/byHtP5qZd1SySAllEuqflpS+N7wOI5DZN6Sx8SziV2GDNonpKwWYnOV6eGB07yZr9gPtet4HwKIIO9b+4S/zBE3NJmvqTrmyqiFkGrQsmOVxyjLn38o4+QP9+3RFihkW/u8lcJ4MgDZmEIm0468gLgySBJvboS1JtExQNwXIYPldCx5e9I9Nr33VTVQ3v7QJkkEtVLXc+JRu6e7Ub8O5DUElKTiHBHEF47qKt/885tKAAHr2PAogXMWPWqDOe8f1RNZmkrvQeAsUiXx9vFQNdT9gDiSAgdl29V2SMXSAtkG9b8kgmjyT9mzEA2bkQi3ENqVyJsNgF3YzphdIHmchXdKkh9twdo7eB8IGW9MWCA2FCoWs2x5m4XV8dC18D6qYewAeBvInQoRFA4uLmkbJGKG94MxExHkvQ/vWT0mGldTWFiTjOEG5jyzGdfZ8gxjtWKQX0OcCErtqu6NVP4SD63ey+kqiKBTHBseShLosgROVtYC00NNDVQL+8k9gHSljDSsDtvWiSDnnFqOLKPV/uy91R+ol07Ql6qAOMJDuYPbbuFHh/FiB7fdpYdZ+cBsRgM7hFVbG1PN2/NwGZtIDrXqakELr6LPe/e5DGmjZfqiz7XXtfYsqe8QqiCuhtrn+K+aAAKAwS67Qd/gOcuKCpaErmSk7iXCXVqZuPjruRTb+WcVabhQdsxloGq1kZcjDZD3ydpUI4A0FVCewcuqCxM1RW1rPJyIkTERQOPFLvhAjAbjxRj96MKxj+NEABUEFxADumxSDg2WiDBXHUu5Z5wZprCwQO6Efye10nQ+W6nra2RQD+lW9JUSAngIY/Cl4wo/nutWja5jw6MF1fOm2IgTKyZ9xlVAc/PPS4WXybTgSqiY9AOqhTBpKiDVKFiqM1rt53XXiCKlfB8JJ40I4vsSD0ShWsZYeGdhxl3K+JX6ZBxAnklayvhWm0L7fSKFpjC0Ug1E4GQQD4uC3RREUDjukgxKaiQ7wIbk8SFTWCSCuG8TleMp9CrVYzOCJzvGTFETx8VaJi/hScVVQCmNPTtPDia7fhJxlyrsu5fKM6+qgBSiKjOuPjIRdIpjw0NJAtXQuzJIJAtf/aWH//CAVZ+UZoqaSthPy9BZhkFpRNDU1rItNSKoBbnSLVe4Nf8ian+zXEUFVIOT58A5uItdVAGNGQE0XozwzmO8iOdJeBSYwWI4CyuU/nxqoxnjqvFoEzEkUVOuEPnWo36ajkMPC+wxxuwFlUlqKV7vXNkyzFDLKHas8LBeXAcBBJwmo7/i8mipGPdB7Xd1CJPfab++h54egrZFANUUHUvbnVSxRQr3iQCi8cSenWUqWhmurJ0vrvoBwnGP2x28HWEGG8adGA4wXowYzgfsXt3FkF6XiKDMKyfkKksUjhlzNZB3gabRMofRPdY7on4sRhmmwJAbVU9EEJCTQfq+y6+hWpgYD82rpXCvhc1r0NRj9PlNwjo2PBogEqJAYQCtyIUWEkD7NbAySWftKYyghVn1XNs4uWCQq4BCAfX7Ca+7IKjmkMLf9HNApEMgRGKYlbfIQubsBhgcQBnBdoH88RuXsoR5IoLoWVlJHQ9KHc/b5oUaKJrAZabhyMmQkUgbeBgf7wuCCAIP91NgYvasFBbm83PkfEk2JSIoEV7ymqiEUivnNgtFlKSicsyyXVPhFV8g5XdTCwUsmi7VdAuy8R0Kpzg2nBQJBOgrgxpUE8/KKjCVqaWZr4YSzBg61x6WpAqo9AnSSaOWOS8REtp3vFyt7TVo4W1am+SqKDA9oDvn4C62kfiZCKBx6+AuxuTTwOX51prYdxbD+RDUQqODHR2GSPx4tmJc88hZolip9ceS8L05ELmXmXBWCKAeYom3uSCvKkRQLzIl3AGIruvAKd7MV8xDu85bE+djhq3so7KoT7DnF0Ba+3ECQBJAWgjWfLn1TJRUn0YADeebTPlDKloZaizv7Vp4K93n/TDd58btLuzPthsvgrKGVEEaQlKCiQjyo8nUQMoCcTH2TSHkId28VAPZFJ6mE0EACjKoBqkK42XXcAhjcIliAYpdFz2k0nVgHRseTagKgpStS5A/6fVEstSyLfVVTqSNzd6DTcqTAXBqD5uw07bCp4jQ+uX3qICytinQs5IteMYWVkL0cqTQqKS2GQAzwAxngUDyRPh4YDhPyh0/7hIp4qUqqEYmtEgFUgfJjADIw6MsGTsbYHTBbNxKIkgtf1IDwQzMrFwP4ePhV4UZs5nKnD0uATNDUnmhCLIGmVIpGVerhTfKbbZJhFNeI05xbDg5EqiG5DvDnvJ6sjdxkqMnzXwtDKwvNIq1TSh3SBXUawo997Cueiw0MkDti0KFRbL87a4ggHb3Iwl0QdtEfyD20DgCGM6H5O1gz5WY39h3AzZqf3FyJT9Oafq9n0qllS1IQ40sk23kBFArC1jt88yEXCGCejCFZOgG6T1l1bLlXSVO0eV/xX7QCIQaOdNLgiypl7/fVw20XxhmTgBJXx6+jb5/TvRIooG+l2qiWQUQI4CGs03azzAyKNRXqoEGFtaH2J9+DKl/HXbMO26b1DnB8DmQMWawpZloBCeCBsTxbDDAkJM8st9Se4HZsLAWEWQGO30mDJ17UCN4NCWQxBLCRhsDck/Cm0n+ENax4dGBmgXJTIoNI0NjGLlSI4DofTcRVCOA5DYaEeQ9IzGMaKtRQ3lSkZdQAc0SC4xMkGRQIhoqag7uO1OqTia/HAAx5fl5arvxnqmAIvnDVUFjVA2x8KIsPEoemwgJM/G8jhX1ivOBCCJVEBAVlXaTE1Hh4NQyjPfJeyicl7qXU0EEcfVY5RztE5bIz4nmCTQLfo0LFdASEd0cSXVsnOLYcBIkUGsyqaptXKkE6SVXZL1aCFGZCr6uAJJEREuh1EsEydU3OcmRBFBNBXQo8ocfRw8BNG7HEBI2ekijSzKqHM4HOOcxjB5+LCdT2TEoIXS1ELy66kcnkvZFTkAOqU3SOJy25b4WvAxp+txqM/e0AvYngni7W2o4ebw36UF/xaOHOdXN3Pc9Sk75eY3YqdXFtzc2TPY5MXBZ3zHezlDfPAHEx7ea/xm1VX63lADKtuWqH6srfzTihRMyRLyE15uMCOIYRocRiH5zJq7Z1kk5N3oM8bwYO4WEoXI/roWF1YggDVRm5h0kDJ3l6zkTairnMqgRoz2k5jomrLgJKJQvjHQpPkebAJIgj5SMVKpN1Fn5RRujiiQpPhBfsLKaRBLtwsruVQHJ9tXamPZnx1j4GSnghIDzgfxxflKI0Gdsj+xYrPGJMDFmA2tD1wzW5MSQG2N4WCSDePr5ynHmDXUwdsg9b4CMyEgqGXiMCAyONQaWh0iFLav9YUwIhXN+Oq6iKbGszIcIAMxQP4cNcq4G7fpO/kaYiC+q33t+jJgnDCHUVDUhEZlZz6mVrihT2KngJEigOXAVUOYDNE4PtNcJ2baWymgfRRD3qunFPn2SyIRGuJpGAAXyJyeA3AVlCfPZ6rJ3HmYMd4nhfMCIMZh6bnmdG+CCZP9hVXlsqG3moPXFoSZjEgUpqBBAmlF0ehBXQhozYgnziqCCPOpU7vT2yWXNdw+BwZi6bLWy/YqHC4e8xlr3AG2yy1Uy/Puee7BW3qGIoJxI0Qmglt+ORvjmxxeJEeU4ezyAuAG0BL83uUSo8DCruuqVvjHOpv/D2BD+D2V5+NguGwOuWkQQhYF559ProBZqXy9Tv+pEEJU93wc5YaSpg3qUQhpRpO3Hw/H4Z/L4yrJyLzq5H22jt+3qwwDWseHRRJEuuzLR1Agg/gvKxDQ0N64Z9qYyc4UR7Zs2N6x9LcWHIKlaBBX9xEkFNAuFoNIsdtIkvOZpNAMigEYig0Ak0fQ925rVTQbFHoOh9/R6E0x9NwYmEUFjyAZGhBAweQcBCEzSRJh4z8bO6P3jENRY3CqIE1cWwfPIkdcPeRvF8C+9A0KmMBiTEUHamSyIoPS5Ua2AeDawROQ0jLzl+W2tKVAK+yXoomqYWkt+ftW+QKc4Npw0CVR7KDzG5F1iX48GOdHPiAsxedbVH/v51Fx2wtQiEeQxpVS9Lqx80kMohXjxzGDkCwQgrYKSD4MbwwqsG30y6vSjhx/CAzz3fSDiTG97PQTsOglC3TMqhrIpk0qt72uZ21KfFp4N+6nhauVr7b9u0hVAXJlZIOt8CG7mK/qxhBDuvV5birgW+UNqmTy0irzcjDpJ3wc1Aki2Y7acmg+eolzi9S0JXZKQZI+J/SOJoK62j9F/bRhgXCTxBgMzRgJo8IGQiWFhGinnRwfQmJIM+OfbEQgmvgZcEkHh+KZronVeDuHjI68xfp7mwiK1z1vK0ptw75/DOjY8epAZhoBSESPJmTkFkF5PqYrRVA2yaO5LXSVZGioiQA8r4ls2L2NJWtWEJl5vIz/ullopET30HhMBxAmhafu40BJD44KCBnCRADJmeu1NKHcwQwgjA1NVkRpo5vakpYpv+/aAmTznfjk9Cik6NiKCeN9IZH2BkkQMdfarZLwxamWSgtv37tfz+6m19brCwk5xbDhqL37iE5/AW9/6Vjz++ON4wxvegPe+97341V/91WNWmdBLtrS2XZqFawmC4XGuUKopPegPIAJF9zXi4PL52qrk3Hc9cE5vK/25i10KASMVkB/J6yf870aP8SIYQHMPIE4A8WP1bDsftwmkUPjcXUz9SWRTSEE/qn8c10GgtcCvjam/2BSC9WUPshCLmdC/1oM+9+Yww5AZtj4MGBBWLbr/rrvBJ4arHhtqJvja+yWQ/jT8s9bkPShhjAiXyj+bQp7ofR5a1asEldtqqeB5CJixk+LDDjb7046j1lb+J+viKiAN+fjI7+O7fFy52MGx8cU7l/0BpfE3H/u4z1A4RgN7PoT/7XQ+asdP4D5w6XWjXpvVHdVRNvTVcD6w83a5h0h5/rQ/IJw3+pOQbdD8BFv1t8Cvtdr3V411bLheXOe8gcMbk/1Vt1tcrs3+ABQKHiBMkuWf92Fyn9plh7Av+awoBABvnzXT3/TZpBpRw+IUnyGCbB+vO/UZ84Mp09jn3jCkAgpKoHC8o/MYffDZoddb53ExeuwcsHPA/dHhYvR4sPO4P3o8GB3u7xwe7Dxe3Tncj5/f3/nwuQO2ZgO/uTX9DefBXNpupj+NaPAu+A9BD12i9lPf89C20QX1EJ03rU9S10dSy5icfDDir6y/vG5GV1478ry02nJMdK9xacbeV4xTHBuOesZ/4Rd+AR/84Afxz//5P8fP/dzPYbvd4l3vehfu3bt3zGoz1IiWmwo+0ed/Xkz0NfXF9FoxSx7apFBtvx4457I/eiAft7v0PpA/YxYGRiqguozfiOPiExll9SSqh+h1IprihMFtY71iosAnDGHfkgiy1mZ/1B6tz/bJKKR5VMn3fKKhTXTkNcLBzz8nN3sJnMkQuhEOUDFG7cFVk0fWmsV/Kw6H6xobWsTmks+r5RfhMqZ4L31y5B/fr0UE1favET+ckKGwrIyUGUryp3WcrbbKP1mXPAYOuv8SETQtIMS/bf433r9I343srzZ28jq5AbU9HzCcDXHcCWTMcDZkZBA/d9zAObSXhS3P3Ic1IojqIzLI8vOinFP9vEznIicmjfqnbUtYFD4+c++vhRbyumqE41UTQevYcL246rGBEyc9f0CfiqHYpjbBrhBAHij+CjLII5AKcV+tjdrVSQTCLAHEwIkwTvpoxzzbPUr6cSJPiDghAshBEkGIrydCaHTA1k3k0MXoccFfj4EQerBzeDBO/289MNqzSACdwQ/htScCKBFsNiMgyCDaACkMjXpH3g6kx1E6fwoRM3XIVI9GBtUUJto1U712qP5rNFrWcCDh81FwimPDUcPBPvvZz2bvf+qnfgpveMMb8MUvfhF/+k//6YPUUZucttAiguihsK+c+LBKZpmVUC0ZAlNTAcmJfmqTeAiqyd81Cbb8TCNVag9wPWbK84qrqY/4ii6Fc7mo5snbbDKJPLhihXlKhBVT5mEhJxNuSqTLv6n1x1RHxwpnzBSXt3s637wcfr56VlEnRZhiBl3LDibMW2sqH7oerLXJH4j2J9+GWrnateEcv87HrI5WWNh14xRjex8mXMXYcCwUv3P6TQ3M1Jld+0uzIU3fkVFwHhpGRFAr5bcWIqSF+WSElLhH6eXmoVHTb92kttaPq+03BOTjHsDvKcHXDQCwjX20jW3iJPZ26j8zlnVkCROsDV5xRMSMFmZwMGMYW8aLMYVoWZT3+sKPZ5iuieAnNG3Lj5nfZ4fYf84SoR9Npinc+ZLhgJJwzPpChJ21z928WkcLLW4plQn7LJocE+vYcL24jrGhGmJUAYXoAMjCdLQ9vAfAw6MASD8TSbBwaKa5o/dZXVbULMuQ7UqqEo0AankXLbwVeXnc4jvuW8TTjztwD6C8fgcvPILC/45pnryn4wtp1seozHAmlm1M2n4wwWJiE9POBxNpEzyAlL4IqeIBYwdYTN5AFhPRoxo5+7Ad3ZLTdQFRT9ph8nyafKrYGI76NTN9HrdlkV207RAVQUVo4aFJoYp3TyvL2r5lHhvHHhs+8YlP4B/+w3+If/tv/y3u3LmDP/kn/yT+xt/4G/iP/+P/eGlTu3GlnkAvvvgiAODJJ59Uv3/w4AEePHiQ3r/00kuXqq+WAUpCW2FrhYJV/U46vAlqPi9JuVLJDqY9VLagGf/2bE+YC4XjRIXWXrkt97IpiSoDjD6wpufTAzAZQMttiQQKK7QWw7lND+VSzk7npGbuKY+SExpzyigiUrTjzrP8VFQGktxrnCN+bdRUQw5hUjGHfIKaEzg94NcGkWEZySnMpntxlaTRKcb2Psw45tjQM8nsve40QrXYRjHC1fanbYu2OP7b1IkgYD6rk7wXSmUIb49GAMmFC15OjQgK23r2XUlCyLo0wlgS9cW4uJ3KcYjjVySA7JgT7Rr5URzjdpcydw3nwHgxhgyUowcuRiB6z7VAKeTNjKBWO+dhscMmMsgMgBmjufiQh7TVSCGuAgrHlp9jXr93cpGqPHe8jFq7D63S4deBHEOvyiR6HRtuFo45NrTJlzYZxIkgQCeAZF2a6TRXInGjae1nrhFCRml7rb0cBQHUEWYTrXcWQfrQyOOVKiCtTjAOxHoDZ3x6diefIIuJ2HEIRsneT4T8CA/vA2nj2XE4dh4HY2CGs8k82tcPOJAnZvL8YUQQkB8LT6VOqpzsfAh/p8w/iX/OZyyCEJIG0jKVOzCRQSb2WeHf1AFeRzciaUMEGg2SFFLXHxI2XQiJjINthmseEsceG0gF+da3vhW73Q4/9mM/hne96134lV/5FTz22GNLm9uFKyOBnHP40Ic+hLe97W34ju/4DnWbT3ziE/jxH//xg9a7xPSzV12Tla+qYyYCgdJ+8zJq2cpqbT7ERFqb+AO60kMjgKT3T/hfz7amvdcUTkCYyDiEB28/GpjRA2eM2KAJj50eaJOnBWVyGfKsM/IYWw+PI1fpsM+rxI0yMdLODykD6NiXrnbWSJmp7/WJVvrejlUlGrXZYjqvnDRM2yhZway4XpKqqEEEtY5x3xDEy8KaZZkMHgJV50OLY4wNtXv5UiwlMrU65+67gE4aT2TQpLIhIii1T8kIJcud2qKrQuYIIHkcfD8tZXyv8onfF9v3iY4xfLtLah4ihSgTmFUUQUA+pkn1EBFBFogLE647dr6lBsrardxLkzIoKpT84OLnQ7rnO7T7I5Snk3xa3bzdNTII6FvkWkrW6F5a89fEMbGODTcHVzFvkOQLgU6rnLAnk12fT/L2M4qeCJH0Wda2CgFhTDax5+0laBPQjHfoIX8aKg7teKthStwQmcgXn6eEn74n8i0SK6GjY+rxQOAYH+KvApHhU7nG6/WHTF2AMz7IgWygD4xDeo3Rw9no5RKzeBm3Q7LxZ/1FRIiBxWANRuczIojqnPpFbVapEhPnojCOzlK8Yzo3pswkppEr/JqhjGIZESQQjLYNI0QvEa7FriWTGKg9y7omHHtsuA4V5JWRQB/84Afxy7/8y/in//SfVrf50R/9UXz4wx9O71966SU8/fTTxXaUkah3Atnyz6H33Bclk5cz5ETIcgNhWUYoJ1cBHfrBRz6oy+/C5/okX0MtVEkjfNI+ClFEIV8YAGMdcGazFU4tu0xo87TaOfeg26pfA39o56itKHMipTZR5GQQ7XOZSWUo0yvv43EJksph/pxmE7gO8ou/T8QhdEJpibrnKh/6l8brPgyxvQ8rDjk23ETU7ruSGOakMd9OhltlKpyG2ifULVZ/K0RUiwDin0uVhja+tMJt5f2lptAk9BAKRNzwUFvjXPrcN0K85T2Hp5PnRJCLCp/LLNDk+ym+fUyhY+i5gH1O93jLRinef+W5z8dFbSGCn8M5Ik/DksxsGuYWSLTMbMfGOjbcHFzl2CDno6SYIEh+g7+XhFC1js7sTJIYkYSC9x5mJlyt2u5K6BcnHAp/mhiS5KOHUO/xcsiQO04A8eMzsYJAQARiZQDgMWXXcqw8rrwJ5cXPGwxD2McHIoWRQkmy40KIGOwmkD5+uv9Sn0giaCKpTEqXTuewda66kKmB8s+9sSml/CCMtlvHPwgiSILON8EGnqxsA29Otf1JnzQpicyQyMRqhrWotNLL0wnKY+Kqx4Y5FeQhcCUk0A/90A/hH//jf4zPf/7z+NZv/dbqdrdu3cKtW7f2rmefbF65vH+eVNL8WbLvtVS2KvGjq4DC97nKw4+Xe9DSVuckAdTzMKsRQDUfo7bvEtUd3tuGh3prlXrOV4evyOaElbyruOyVnSm7CB0sSpmHRsBJ8D7uhYsr1n5wXdez5m00B3VVmwgxICOUeomgq171XSX/NwNXNTa0UCOwZbiSfL0P9vHd0b5v1tHwgeFt0Mrb59g0L5gaNP88+V16XyhL8/v2pFoJ54RUnZZ9RqFkwe9nfpwBkO5jAKJC1cPYkHRA0wPNheVlpJiqUNPbNUcG1Xx8lmQU08i82jFcdvEiK28P8uiqQsLWseFm4CrGBhmSxEHzt4xQqRE4iqKnWmckgnpDWDQ1ByeCeKgRb6+q+gGqxA9HQQiRUTHd/xZc85rfktbf/G0gMzyQKS/yOjktQh5BPI08Dy+rqVe8D2FiLSKItD0GyJU6ggjiapyBRC6aGktvSqWByvmRaiH6LBlZT+1oKXckydmjBjImD3nrOwYvXrvYZr2tS3gTGV52bOw7NsgQ1Z57Vo8K8hA4KgnkvccP//AP4zOf+Qw+97nP4ZlnnjlY2UvCSEg5FF7rD8VkCF1TAXGUacVLpU1NqeQZYXIsFdDk0cCOu/HwKcPA5KRdKqBabddk5EU2nIpJcq7IqrdNwxQ+FttmxySltwhhXxI00bKSxslWRNvXGW8Pnzzwvi/2OZCPwtwqKtW/hNgqVXN1lZgMjeNEEJVVM5y+bgxmmazzkpmaVwgcc2xY1A66byj33vnf10LytCPsat8xoEX81O43NeVIu57D+HbVF0DaxE/9O1e8kkfTIh5q7SFfJkpUUDNqLrzoeEjYggWF6fP8mWWODJqDds3NhY1rIH/CIT1j2Hzh64AkTQo3vmI10Do2XC9uytjAYUwkUrRJuaKS6SqzgwjqmWy3CKCq4TMqBJBiDqz502ShSHz3xvFwdQpXOtEx8jCmcAy5CkV+ltXryZTZsPTyJtUz+jLkz4j9vTeBEGoRQUp4FidhjLHBty+plPQTqBF1s6hdWH5EMJjWCSnqu9q1tFQNJL2P1CZJBQ+/rkjF46mk8jznjbD6767RzmNh37FBKhM/8pGP4KMf/Whz3x4V5CFwVBLogx/8IH76p38a/+gf/SM8/vjjeP755wEATzzxBO7cuXPMqlUUK5aMcDCNB3NACeOqmPRK6EbQy0LJDj2BlpmjpM8L/S+NOjUCiFK9A/pEyg42rKRSultLqYKnlMRmGDCcbbLPqA3B8yeXtXNoKdJDm2Jq+phCJoUGKJM+ej2Qj1MkjkIfxHMlSKjqxCpuy0OjqmTQAf1weEiYA2AU9VjPam6rvfl25QRyjgjK2hInDtflC7Su9l4vbsLY0ENmEBEk1UBaOTXfsxoOcV+f8/mROGQmpjnj3n3JohqpIccXfiw0xnAVIt3Ha2gRFxQWNhHYLi0W1Dx55ghDSZiobZo5P1J1Kn18lqiA5kgWVZFcUcTtQ/7wpA3yN3adWMeG68VVjQ0+epLwsCSgJBo4AaQRJxOpYLuIoJ5wMEJLycHbaZATC4uUP52fGekPxPxppnbE+4PowzkCKD+O+NpMqdcplX3tPHgbVDDeBH8eDxPTylNKecB5kymF0r5RCGR8uL/6GNLlPf0PkAF0RkgkXxtSSUUSxgOGvG9sqRBr3i5i+T6aKKf6GmRe+CxUbMykCDJRFUR9r11LUg2k1aGRStz7aBHSMfkiyxq/RsJvMpJTwNQfWVlXHxK279jw3HPP4e7du+nzORVQrwryEDgqCfTJT34SAPD2t789+/xTn/oUvu/7vu9g9cwpHLgqJjdjLNUmrZVZIkK07zRoE9yakmb6Pn/w6im/eCDLPBnqUnOgrrAplDWi3WMkWiiTVy1jiUO+mm4HC3u+CWTQ+Vkif2z8X5JBNhJ02jme+nBqm9vuMEolE7awMVwg25+12VijEinUh865qppGM/iUZNAS9JKEcxM6fl05IBmUH4oIAvKJ1FIi6DoxWBNivhdsv+JwuKqxoYf0qJE3PSTqUgJoCQkzp7DM2qqQ08vN6Psm4YcK7+xRsHDUjkcjwmoEQ61dtc9zJaNUjvZBJxLLZwO+GNPjM8eJIKD9vNCTnKB1j5YkG6lLQ71tdS6gL5pxUqw3ecJVjCPr2HC9uKqxAdCVGtxvJ034iHjQyBFMKpk5IkgSQPsoiHLlT06SZHXsQ/4A7YZE1UlWLs90Rp9XMja1CCBO/gwmTrgRSZ9xF4gDt4ukSH4uTCQ+vN3AGgvYAX7YYOeB0TJCKJJCIa27POxA6jhEIif+D3gMMKEOlYhIR5cRN4G4QCBksn3Unm2DLpCkxKqRkRbwY2gCAMuUSXPhYVXE61ojgjTj8hAOZwoFT1KUAek7LSxMlug5AQdXXJ8m9fXx1UD7jg13797NSKAarkMFefRwsKsEZeKqQT50SSKkVS7H3ENI7gvUN5nmD3JLV/T4/nPIwpdmQqxcenCrE0DjdsxMnPmDrlXCwALhE8gfe76BPdtgiP/bsw3sMKTP0z52AKwgs9wI73Lyx10EAshYG9roXHiYHiOpNDYmAc4Hwoqs6CyfOOiZtnrIR0kGHSKUgq6RFviKOL3nRFBfPXmft35ffPL5sBBBK64PxxwbesIte8gbbYKqkQm1MlqkSo3UpvJqCwN5GSYrq8dv6FjQJvlLSZ4aWmNhj+fR1B4aY3VFV+0z6W2WZ2P0ahvnfJGkbyCQ31/pf5e2kYtJ5f1dOxaNaNHC13ugPZdIUqfWFu1zNZzshqiBVlwfrnze4PU66UrPSBW1bW4igpATO1l5lePSJq/chFfzSpEqmaKdqewa0aORQkr7aqoTYCJ/iBiiFOCiH/guNViTH9NgTUjT7nZA+n8XyCA3lqScsYEIsAO83QDDBhjOcWYHbIZz7IzB6IGdAyw8Rh+IBVIGJYWlogYiNY2xZiJ0Wv1H4VlKaJ1UTiWooXVCDUTbCV+iVETc1hsbBDKkCrKbgsBpQiGaamFmNSIo2jnph0o+PjRDUMLCyp0UAk62+YpNoo+B61DIX1l2sOtEy9SzRYS0VED7gD8oayqgqb3lyqZ8sF8aTrOE/MnqGZ1KAI0XYyBORp+tVkvZOD8eCgMjAmi4fZ5eb27fCiTQ+QZ2cwbYAeYs/A875CSDc3FgGMM5cQ727ALubAdz32JkD5QDm6DZwcK7eONhp9KNHnYwiQgahiF5H1BYlR9dCgmr9WsLaZBh/Vr2NVOZadeFki1oaofJ92Ur4uH7IRFBwDzxqU06NA+gVhupnjki6DpCwlbJ/6MH+ZuT5I02oeXbaunMW2XQ+977LC+PPtNCbad2LF8skO3m5S1p7xxaIcIaWlnN5sLc9lE8LYXmbSYJIWB+PODER9g+V/JqRDtXM3NYlP1bC+GqEZo9SN55gy3UsnMqq1aYmWyfLO+6sI4Njw40coLIiPAagCPCYVJiTBuL67QyGa1684htKVuSj+3g6dKpbfReC5MKdXX8rnsm1antFVI3bznovkBhUfLYagoUjQCy4zY8448XgfzZXZRkED8fxob+GjYwdgM/nMPYC/jNOeBGbDa3YO0Aa4AtgsJn9B6jiynoFTimBhpMg9hQ+4cdO1NPVYkh/nki1xihFloENSxMmlWTKspYwCL0mSCC5kg5I8pOxBcrZ1TCJzlZ6YkY5JMtEToH2GpY2D4hYcdWAx17bLhKFSThJEigJTJ2AKoHjlYmMIVDpc97vYAqZomcAOpt79zKdmsSrZE/WdlKGJkfXR4G1iCA3IU0ydYnJiH8awN7djYpgM4iEXR+huH2eVD/bM4D+bM5D8dN//OyMBFB2G2B3UU4Pt4O52C2O9izTTgem6uBgpx+CmMjIoiOgauB/BCvhahumVvd5w/EkvSwmKT+OcnYJoAy/w1lRXoqJ2akG0s/DD7h6AlT066rVlhcqseW19RU/+WI1ENhNf98tNFL3vD7OJ9Az+1/2TbxUFttu4I0qZhO14gv7TMtGxqVQ/DiHkTtpe808qcWKhzarYwVTOHUY6bdCuFufUboJaqWZEFT/esYWcKJoGy/zntzDyZCqE4Eze0rvfPmiKBp/8rEMVMNl+3j5XHM+U8dEuvYcPpIXi8MWpatlrpmmrwHAoSrgeoVy0msiwqaoDiRbZL+RIkMQkkAyYl7XpDSrhoRJMmkWgYx2pz3w6IJcixHUQAlAmh3ATNuGRm0TUQQ3BibF8doO8CMG/jhLHw/nGdtt5tbgBkQ1oGDtsUbT7mqmkinpcOkODZKL0Cqp6D0I20jyKBEBGnZyjTDaruZTssMEcTJFvUYWD2kCDK+7lmVhYRF762ifdQt3qSwMKkGIiLIRHPuLCSsh3A9MI49Nly1ChI4ERKIQ5NUa+ghjWRWrBZUJZEgf/j//HtVgq4QQMXDrhJ2ViODpPqnRX5xAoibLHMCaLwY4yRFrAekcDZ6P5k7GxtVQBQCdr7JCaDz2zBn5zCkBNowJVA8rnScboTfAWaDzNzMOBfKHx3c2S49nNrzs0wNxM+nzVQ0U1iYHyY1EPUNRDiVptRyFVIyC5OqXFvaNcOxJO36rDFqK2QhtokTQbUHfW7krfYNprAGfgzy+r1KNZBZyOjXslKsePhQI3BqoT2SCOKfa/tzaMpICTkmSAJIkijGms6JfJ0A0hIkqORSpyJDV0dNBLtELa06JRCgdtH4QW3RPP3ydky+f/z8aKFK+2Scumxmx5ZqJqvnEkoYqfLipA2ARATR91o/1EKONSVRjbjpaSNvX1JDdVzbx8Q6NjyayMKt2OdcBWQEGVQjfVJI2EyIVjHxn2lfQf64GfJnKWoEUKPsLvILOmFQmD9H3x9JAJnxAhgjMTRu4XdBKZSeU4E0d6DzRWoks7sI/Tta2I0Nqp7IS2jDkPw5U0hYep/CtKI8iPbrJIemvqL/y/PP1SzJbBvIiKDinKQxPcxT4HYwJto3CyIInqtxWu1V/Hdim0i1RueVvLSITE3KKWMRYu8UogqA95ZW9oP1hxaV6FFXA7F2HTsk7BTHhpMjgYAZ75LGiqJUwtDrdKOpkDY9EnD+fy0MrGhfw9uAG2DybflkWiqferxspjomv50WAaRN+tNKrjXhoT6qgAwzeQ5KoLP03mzOQ7tt+ZdnM8vT3nsnUporx2oGCzvaTA1khintb22lWp43b8ekBkr1KxO8pBZolKnWN6MqoAf2WmiCLKuVIYdUQT3gBCOFlNXUQGmlWyqgRFiYbOdVYzX/XAHoBE4trDXbTzFtroVY9dRPY4JGAHEShcJWNQVNCz3eRz1oERgySQC1WxsjuPJy+i7PIAkgJREI3+dZPLUx3mVqplx5yAmYGiHWPPYDZVzT1FTHQiJbYMGNnTVScw503YUxxaZxnit4lrSJXkuiaolR9DGwjg2PFuTquwwFU4mRjslmaQJdmbxWypKXVVX9U/UqooOYwOsq/GYk5ggg2Q9JdqI0A9PcXqZ+p+OyIOPn6diS6kcQQH57Ec4Ne/6fxDbD1DduBx/f0581AwYbxiBjDEzcU3A97bT0ik9PjaCQ/ZeUP1NN0JRkiT+M6dsNVwCBqYM0lRo9pCOQP0QEkZKHCBx5ZEVqd9l+umSAFL41smuPm6pPCh4AxqjtTeV7k64la0KZNC0LJFMsK1QM+JG1Tb/mjoFTHBuub7nlyJCSaiID5GuJPETnsASQG3MfIAqz0sqay/Ii9yVlRfiOqVwqBFAwXJ5WVnn4m7vYhge7i11GAI1bVxBAznk4hUSxgylUQIa/pz9r6xOQKAsNIWnxb3sxfU6DgNOVNFJNRZMIO1A2sthG5YfqRGiDj+fNXWwnpVTFt4eHMBTHWhCP9etLnmMqk9fDSS95XVOZqf3sOKg/l4Bvz8MkZduza6zyW9PDJa4uVMwiDC7dfwvL//znP48/9+f+HN785jfDGIOf+Zmfyb733uO//+//e7zpTW/CnTt38M53vhO/9mu/dqjDWxEhJ7ky5ArICaAa6P7K77N832o9lbK133ZZZ6m01FQ1c9CUT8Ufu1csKVcSV5wA0o5RO+Zwj8wJoKDe3MR7yJAySdqoJk1ZJaOilO4ztM10PxwgFwaoTg28T4rvXHkvvgxRoZ0HRwkNttt83Ou4X2dEpvPpD8jHs9rYRdBVzT4rl8rjY8A+yipqG7V/rm1XgWOPDStuLnhWMBPTWANQCRFP/i0x7KWqhpGhWtzQuLdd1KZIABm3S6bJZJRcLTu2S7YvvZdp3ivGw7Ptpr5oHkP+xwkgKt+4HVAxgJ6e+XMCKC0WywQyyrFRE+mxPy3qxt+yBb8OprbrB0Ub6H2s9hcdZ4NkI17FeR9Ct3ygiTwZX3PvoOSHM5VnfMyoNu5YH/rUl02BSkHsxX6j8+DG+D4qp4u2BwLHx+PwdlMtd/rfZ2Vy8LKmYzbFub0KnOLYcDJKoNaqbY8CJpOJs3Ao4HAEUG9ZS7K8yIm3hpqcXitrIjt2iTwgAii8don8adWnqYCGs41K+njnosmzhcFFZJnHwOBjm9/Y6cZPJNDuIpyn3RbejYzkUEhAZ1OmsECKBwaeFEGhLflxcck7Dwuj995O31vlHE4GoNN7M1gm3SwnZ3MoQs8q3lPcd4ItDGRt1MKwWpONSRVkY+a1ikH0glXu61ADDcaEmOUF2y/BvXv38F3f9V34/u//frzvfe8rvv+bf/Nv4m//7b+NT3/603jmmWfw3/13/x3e/e5341d+5Vdw+/btRXWt6IOmhtk3g9WhQraoXRqZIpWWQJ+KUyub2hz+F21lio5D/A5lsgBZTw2cAJpI80jcMwJdC5WWoG947/F7sUryVAiruT7vfQ4AGiQbKXaGSV06F0aogRNxqX5FwSMVQelYpIKzEi5GdaVsmnuEcvF2OpT7XZca6Nhjw4qbAcfUBhwGcW5P3xVGPY1rskUCVPyA1GJi9XRlJQIoTsCT+keEqAGc3MlDmLS6PHSFUhW8jEqZxS4GyYeG/1JSVrOouEqklnJMieiwFt4OMGeAH+NzNN3DNmQlsQEiWeJj2nhqqzc2O52U4YrMoaXxNjcJV/uCh4UREURfS6WVpgRDPDfC4BhA5tszxr6zMIkASYoct5v2E3WFcCsXQsOAyazZ+9yEvHKI6Th4eQBCPN0UvkXZ7JJ6B+S1FFXLdhMUSTLjmcgoJ8FDzAxYhrYFv6VD4hTHhpMhgQCdCNIIIG3STPtnhsgdnj28zJoHkLb6XEONANI8Dfh3fNKvPRzXCCB+jC4pRKJqabtLBJC7GDP1j+afYQcT1TW6CogfB9Xph0gqYRsM4ewAbLfwcQJQtJcIirgSwNPEp5XU0WHcbrO+opAwPwzxsXWHARuM2CERQaPLVEH8IRcAxosdhvMNHLawOMOIXXY8RLRkvhXWZllcKITMWouxofqRZq38OPg+3Ki2dg3SdUHf1G6Van9LRZ2d/JQKDyAlPC5TtIG8gdok01V4Ax3b5f/ZZ5/Fs88+q37nvcdP/MRP4K/+1b+KP//n/zwA4O/9vb+HN77xjfiZn/kZfO/3fu+iula0oWcocsU2S0K4NAKIVDo9IVs1IkISQDWfoh6UqlNdtSQn8ryN6fWMGa9GXLUINjsYGGsyFRDVuQ8B1GMW3Eqn3gK/p80RZVqIuXaua20dqXzlemw9A2jIwgjpM5ShXLXnBYBdf9ZkpI28vjmp1OVXpRBV1DYtLGxfldE+WLODPZooJvxzqhqpAqoQQNWQrZnrpiCAmJIDnAxS2sff+0SAlPUZDxamM6PElsohrn5ifZGXH72RIhGUPjfT91n2NaVObyyMcfB2E4gZO8DvtjAbvpkFhrNA+GzC/344B4YzYNiEz+0Ab4cQvcAIi9CeUvkj1UoZMcj7hIigBEEGASoBVBArZsgIEY/SQ8nDh2xldgClgQ/9Y/NwtNSXLhJlSNegRrqEumYyccU2B2Ipfu9tCt/icH4igkKYHf1efEYAZX0hiKX0VSSCSA2UyhLX61X4Ap3i2HBSJBCgE0EctawdGgHU87AlJ/xyEl4jgHgWLflgaxXChMrTUFs55LL4rM3ioTQjrLY7jBe7LgJoqidK+ZOkP5BBlP7dDEP2IJ/qsiNwMbVfk+3Xjl9Tz7gxJ4Rkn5MaCABM3F8jgjjmiCB3sYM932Tt1h6s7ZCTPjWo9VeuBz4paD0oFxNeMAlsdk7mw7Hk5EUqjGo+ST3lXqUaaLDhb8n2APDSSy9ln9+6dQu3bt1aVPeXv/xlPP/883jnO9+ZPnviiSfwx//4H8cXvvCFlQQ6InpCuZr7F5N5PWSrZnwMtO5vddKkJx28VAjyNtdUS6QQGRrEa7ovs/FNjmW9xxIWBkoCiPsAZcRxzRdP8zYa87bNZdmSHmst9NzTmh5pbMxtKbO4F9XoHMyoh5zVngXsYDG68j6uXZPF84LSH2Yw6rg4lZuTSlp7loYYJlJyD9+iQ2DfsWHFwwGZGazMwCVCwYr96wRQZgYNhQDiPjKtNiJXZ6QU8JIA0trIfWUYAaRyUJm3TdCaZOog6X3D/s/6QX4u2u4ZkZUOUJJkrN5E/BgLYzcxOsAG9Y93wHCeEybGAsMwkT92COnhh/P42Rm8HTA6j9EDo/MFyTIRPhMhKMPw5vo7vKdji59zwqOluqrkoOeeVaOP16vzgQiK/QtjgyLK26IO4134yNA1Y2Kb9DF/1heI3tdIm/h/IoI8JgUPnVOpkNNUavG4OaFEaiADpOv1KnGKY8PJkUBA+XDTIx+f9s0JIEkiLC0PgCivHX5Qm/BLzKX1ldD8aFL7RjJ/HhkRlBNA43YsJk02e4AMD/PDmcVwPkTPndwLiPcHENQ4brtTj1cjqfi+tf6QZciHZTIotjiDwxZAIIKcdXDYNYkgP46w54EI4udJholp6ZszI+et3k4ZrlJfodVBVNU0yZDXmsteSfKmBfk7kGFure0lbkKq+LDKs4TRD/8//fTT2ecf+chH8NGPfnRR3c8//zwA4I1vfGP2+Rvf+Mb03YrjYVaNKcj5cv88ZIuXWQ1JFpmusvIEWS1VQO22luXVUs1r2boswgNaytC0kIjtVaUQ2dMigPg4QWpASvKgjccanCvHDRnWHcq3BXneq7TRCOua+rGWybGqzIq3RTtEVdn5pA6qnZmpvvlrhituchVvvgBFLcqVnm01UDpebdxibZQJGYigKtRFjYWBY6aJ33dsWPFwYwoBwhSuzyb+mupFU9lIIih8OHNPiSSNK0yqTR4uReSU201lUkiUogLiBFBRdgwtKib8Eh3kT0b8KBN6SaCUXkuCYLEWHpspXMpuIvkzEUZc9eFZCBiGDWA3Jfkzenjvs7ClVN0CAsjI66HSZ0Ru+dj2dIV0hDLRueL+OkBsEzxGBCJoY2w4bu9KNRD1KwszC2qZCvkT602p3YsN8vNHaiCPIYXOgRE3VKaJbNtGUwNVypv6YfrfwqdruapUOjJOcWw4CRJoLj16e1+hAmJKEm3bUo0xsO/LiW0vAZSthHYSQPx1TX7d8gGitlEYmNuSEbRXCSCNaOEqoCIMbLBJBUTH6EeH8SKGUW1LskcqfJxYNa0dY2iLIOkqK7NEllichYxf2JUeQWLVPAVTXQBmcAA2wMUu9e2ATSxno4aFyTZUVV3CK4gk8cN5/lPlIY1z/js8Awv3g3AAhs4wh6yN4pzNEUrZ+2s2/STYhbG9dON/7rnncPfu3fT5UhXQiuvDZVVA1XLF76EVVjVbVsNrjYNIFEC/z9Q8hnh7zWDDBBwAPXd557qXr/J7le5hFOqJUvsOAqjwixudqqCsjbWzbdbGsIFlLmRkvUbczKqBFoapaeScHQxGNwZC5GLqv0QGzbbBqNfRnEKNg/dJTSXLj6EWUpjKmiPvFrTt2Nh3bFjx8CM7lzXVBxFAdpPIn1xZFP8XKqAsNXyoTVd+yCpTGBhlz4rl8vuKvG/HbEycACqWBPmEv0PhkkgPO5SEUNrGpDZPH+bkCQqSQnxGpI9x8MMmHas6MhL5Rd4/5AUUiR8PYNy5RPwkdQntDmRKME4ADdbk4WoamAIs+9j76PUTybsss1feL9Q3tH2mIgIyZQ29HyIh4mBgjQ1qHMfUQHDZRRlIFka4sbKlGmo2tTu1PaqBJOGZ97OBj0qw5EekqYFE33FSifeb88BACjYlJOzYOMWx4SRIIMJl/URICUNopfztUU7kkvy+h/uad85SSPVNr2KjbLcIJVDCEqwIA0vqHxkCFh9iOcmmkT4yJG8K9yrPB+8vRz4SzlbDCNL+UREUrplYxtgiZ3JzTT+EQTe10ZYheel4D0x8aCGIiQhDmCwQHOs7TgSl45pRMMwhTcY6CSTphXRd2De29+7duxkJtA+eeuopAMBXv/pVvOlNb0qff/WrX8Uf/aN/9FJlrzgM9v09lOUc/iFA8xpampKeXh/qOCXkcauEfEsdNUPy1BZpanXpbZzu93ooVB+5TnU3lbizZfnidXiUv5z5cg+0xadaW3vUQLU6xh6SLlMqzW5+FJyi78MKHSH99KQEAVCqeKSHiVC+1LKzZ0W0VAtLPUwURU2uUmJ/mAggOdlfVKUo32d9URaW1FBKyFfYoCSJeD2JhKB+17qIE1Esa5aDCcqf6P0zRlLCQTlXrOm5H9DU/oK8qpyvrGwiw0DnIRI7kuyqQPrsSE7f+SiogYcVRNxlkaV218ANnePqkeYLJNua/HwIknykEDOtSkwEkPP+2hQ2pzg2PPQkkHxYrBFBWkaqmgoI0FeIWyogXg+FOEnUSAz5MNzy8DlkfLzmBcTDwNJrJTQhW80dTBYGNpxvYM82sOdnhS+R1u8umjiTF5GP6iMeFiF9N8iEmkIMhrMhqJHONiF17/kG9uwM0liU968FgPOzqGbZBpJEUQOluuNqpYMDLvQ+teebLCzskARQ7pskMnrxUAerTziSaox5HC0JWq1ODIYhhG3wz64429dSDPb6YnufeeYZPPXUU/j5n//5RPq89NJL+Bf/4l/gB3/wBw9X0YoEzctGvx8L8qJB4taULxrk/V36xMj2SPB73fRZO9sjlVkzbCZVoIOFsW1fIKCutOHtlseU7rXsHl0LAdPqkosA3cpaFtKnJVuQYy2FhgFQVUG9UEPFlGuolgWOn5txBIbzoWqYXB5z3CaFlJli3KxBe+ZgowTm1EBddTRCwoBSDZRIvSseS65zbFhx9eATSjL/rWWnSgobOwSFjZidp0mfDHPSJv88hKyi1kmhaV78tdQpQFIBJTWMaGdQkDDVh7J/ZiCsKKBSGnNWdpbxi46h5oukIYV3DeVnRVharnIKfj8hpfpIadUZAcRBCiBjkAVHUbgPpawv2m7ITydXPxXhdn7qD0vhYG43hYZpfk4Nnx5gUtdwXyBYE4mJoJ6icxa6v6LgaZTtYDDE6yLzZSLChkIPqQ/o+lba7QBYUgH5yRvItBRGqY01oq1UFXWxsAfCKY4NDz0JdAgk5Yl42CRkyoukcBnSeypD8zrp9Xbg5fM6aw/ebd+Y6QepeQHxsCueEcy78FAWCJkxuOg32m+twXAeyZ/BZgRQzQwaAMbtDu5iW5hQ7+7vMF44jNtAQLn4Wk62uLfEcD6Ev0hCbe5sMJwNsNsdNrcd7NkGOD8LN31lwjFx9IEMIqPommcNhU8QEWSsjaniR7jBNtPGl+fJVutJfab6T0zXHl13GaS6SxjB5sfjUkgYL7/LJDpNZMO2DvuFl03tJKXY1WQIOyZefvllfOlLX0rvv/zlL+OXfumX8OSTT+Lbvu3b8KEPfQgf//jH8Za3vCWliH/zm9+M9773vdfX6EcEc/djeQ9WJ/EzYVsU9sTLycqeUYbk7WHEDwunIsh7DA8FA+oeQzWzae2eMO2TL0ZofZmbDVPI2kTaqx5AYrwj8meM2R61hQE6NonaAoF3U91SuZO1mfqBjlkzoWahujS2zMEMtrg3T8cqjicSIuPFWCWCsrLZNRpCucJYfhkiCIBOBAnypqfMfdTMK1YcGppqBSjVH+UGMewrhhrVSJu8MqaCqbaHPR/H/0mZVDRBEkCKYTOpYmBCKnQiRwoPHPicqWm1TRBADiYkiFH2cTH1eF6QS2SB1hdzRBNXMvlI8vhYF1f4jG56nTx1lD4NPkMmhFR5EzJuGRP+MBFvwXtpnI4h9lxG3iltzI4t9rONx1SEhil+QKZBBqVWMHJl9ICxQwgJ82FK78ddVn7Lv0gaMKffSFIYiblAlm0s9JOxQ0gTr7TXRKJx9ICV5BKmchKphElZRKnnQ1/yNuvk5YrleKhJoH3NZUs1yhR6JAmgFkhl4mrmj0pYzrRvnyfC0nCitOrZMIJO7aM+2O7gRuYBdKFnAaN2cxVQIGAG2PMhI4AGMoZmD4HU3+P9B3AXO+zuX2B3f4fdqzts4/+BCGKE0EX0I2JsrzWBfAr1W2xub8LfnQ3OLkZs7mywGTe5akaEUE3HY4GLXSBszoKvjxktzOCyOxo/t+PIJnMV1ZeNP60aEWQGm2K6WxPClq8Q/5+3kxRNekhFnopXZvOaCKZABGnXH/ehkuTcZcPLrgrHlnX+4i/+It7xjnek9x/+8IcBAB/4wAfwUz/1U/iRH/kR3Lt3Dz/wAz+AF154AX/qT/0pfPazn8Xt27cX1bOiH3MT0ZxsqV+/bcVOqdah/2u/CfoNysxORpRjh0ZGrco9RE7WM1PoIluUz549E8lbqFhKVRWVx31twrFNbSaVpkb+hLaycTmpU3NlqnM+jQnSpy6ZG5+HfhnOaIwIRAotGnhnMZzlGR05qC+H+H+NDOJEN7/vLSHAZRhYpgyLd2lJBPFzlNRLI68zJ2vovPR47mjt5kRQ65lLXj9ZuYqyqKZYojGKlGlXnTny2GPD5z//efytv/W38MUvfhFf+cpX8JnPfCYj/733+MhHPoK/+3f/Ll544QW87W1vwyc/+Um85S1vWVTPimXIVEBc/ZE2sIlcGb1CrBjms0Pg6h0qQ8Abk9Q03AiXfq6GkSiTwqgyBsUJP6mAiAAigoKTS7yOeqcE0iMLtSKzYtE/5KfD+4CHUjVT2lNIV1RZUdt5Fi9N3ZMrgQByDtLEIcYgpEAPzAOMMRhiuwlZZjg3FsRVHN0yBqIkqaisSGAE2VEgaYC6RxA13EQurMEwcnKFQq3o3BtjAWsDryL7ujCgLv+nMLMpo5dl+7Lzl51bn4y1R8/GCx+IMK4GshVyKamYIgnGCSDeXuOFL5CmeDoS1nCwGwyujFniUyIfaLW04vw1qYCIAArV2Nl0tByFv5AggGgivpTkqhEDEtIQmlRARARlhqKVMLDhbAgqICKAzuoEEME5B3exxe7VC4z3t4n4ubh3ge29bXwd/r8/Olw4j4so8eTNGAxwfmFwbg3uDBZnt3aBANqewzECixRKbrsNkwHZ73T+zoPJsx8GGDeRKHbw2aRMhlGMsT/8ECcv9L8Nr9Nxy/NkOVkyTGEHo+4hxBUFdO0BSNffREKOixQGHH7UFUeta5BWwfkxaWqgQ6RfPjSMmV0IK7Zfgre//e3FQ1JensHHPvYxfOxjH1tW8IrF0K6/GpFzyOuQ/NGyMKQZhSdvB/9dkPKRvmv56RAcG9t4SC2VS6pGbeKu/SZ77iuc/AnvdQKIq2n5PYYTQHyBgCtDx4sR4wWNWTmpZaxN6tQwNlkM2wHDhcPmTnjcGc4BZycFDx93tfudxUSyaEQQEf09RBB545ihXDZNKivnYe0Uqhfqnwy8tTCpzNOIkfScCGpB64esfCC1Ww/lcqkPpnLK5xwqR2tfr2Lp2Dj22HDv3j1813d9F77/+78f73vf+4rv/+bf/Jv423/7b+PTn/50Uom++93vxq/8yq+siwQHQMHtQAnjyjYwBbmikSD8QkhGznOZoCKpBJQqkqRMEu1SlUXJIDm0ldrIPXGAKQxsCQGUyK9IVjk/hZdRkw2Q0ngX5SZja0ECZf1gMgLoYoyp3L3H6CYCaCKgAuEzkUITAaQhkT/Ww3pTWM+EMDAU4XdVPyBxHjkBRK1It7MgsQnkhUYEKdcInXfDr4GiW3M1kKVwMBD5s2MCpnIs4gvr/DxO5YKlYpc7O2CwKasXB4UZ0vFzwsojkJ6Z55M4dniTkWC0Hz/uFFqmdkyprjoUjj02XAdOggTqygoiJqRVFdDM5EASQEsn3ZoXEABIAohetybh3OugVHKUxsx03PR/Qf5EfwIZ5zy1x+QE0DkjgM5LAoj6O9VFqqNteLDfvnyBi3tbXNzbYnvvAhcvb/HqxYhXR4dXR49Xx5IEGgwwmEAABRLI47XO4/aFSyupZjCw1mB3f5faws2bqX/yY7MwzkYVkE1qIDOWdPREjEUT7YupDB4Wlj6rkBxkksyVAJm/hhJGwvflrwMRxEIUt1AnGkBUBzSyAckQx/zY9WtdM1PVVAQ3BRYGdoGgdMm2K24uNHXjUtP/GiZ1ixH3ZF3lqZZhTZr0SwIoqYAqBBD/7cnwIpkZjN+T/OiAM71t0ruoppYlw2BJ/vBxzp5vMvJnaveQfOEkAUSLAlIpGjK+lIsDgzEYNjaFBW/ubHB2ewN/hzZkCqBsgWfIxgo59hIRpPbRQiKIw0bvn3SeXP4/dZUfHTAMMVRPl9skk+roa5cWLZiZswwHls8IXAkqYcZJaYQxL5dDjikyJIwrlvj4pBFV17FAcOyx4dlnn8Wzzz6rfue9x0/8xE/gr/7Vv4o//+f/PADg7/29v4c3vvGN+Jmf+Rl87/d+76K6VuiQ6dIBsCxcpQoopYL3KBQfwKSwUYmbSugWn6hSUZ5N/qcvWTlaaCrLjkXhWh5RScNUM0AII1KJmqIzpnZmyqJIAJHyhR9/QSxJH6OaIiq1f8Auqn92zmMbyZ/wWSB5RicJoNAIeWumWwaleM8OzSD9Yo3Jw8SAicDLjoN9Vwut4oqr4jw6j8GaZI4sQ8M0WGOiiiaWC5O1q1ADWRN9gXzo05hhLZEiFBYmOoSfR2r/pAYaJoVOVBila1Ao06wZopqOjn1qLhFLRNhlIWH8+o4hYZwEk9nMsv/5/leAU5w3nAQJxNF68JLmoHMPtgRJ1GhGwxZoZj3KTSn5g3JO4GgeOprRr+oFxNrXgqYCAnR/hbytgVyxg0krrUQA2bOziQzSWGdWH1/hJQLowYsXuLcb8fLO4eWdx6tRCXRfIYHOrcGZCSqgkVH65tUdhrMBu/u7IJ9P/hGhbpzVL3czWNjRqmog7zxqXBxJ181oMF7sYllD8gXiWcNkfdxTJ034kCuHtFAyq6y00n5UVkYsKR4OrcmEbGNRvyCriuv0hptCA6fJ6K8o0R/aW55gHmqTyptRKyQlDLtvqvVpYUScdKj4AIWwsDKJAA+jmlStuX/Ovr4stfCv8pj6CCA5xtFx0yJBNj68HFSimkL0wmkkEHBnZ3FnO+L8bMC4HVO/TH17BncRlC4mkvBcXVk7ynSPVdTCLSKo7Kcy/I/IIGtNtghDaqAhKmUGa4qwK9mfRVjY6ArypwVtEWAaS9jrRrk1r6SWGkii5ll1bOw7Nrz00kvZ57du3cKtW7cW1f3lL38Zzz//PN75znemz5544gn88T/+x/GFL3xhJYEODFIBJQVIsYFJhAUpYaTio6pGoP+bnkCTuqapHJZZlNIXnFQKbXW+JICS2sjkRsi58sWLsk0qm/yFvAh9IlSJpZoKKB1/aLe3mxT+tXXAxeixjceQk0DxdaWvePgNnVdSAdn4ejJ/jpFaQAxly1U3RpAcuQqo4tmTqa4m0i19aUO/TiFRLrQiUxzZSKqE+y2pgUhhw3sxUwM5YENhdUAkmZBfIw3wMDauBkoEUG1/4QtE/UkXnZ+kSXlIGIEpghLJFkklIsG0x65JqaQoio6EU5w3nBwJ1AsK35IPdMD08JFLpMsH2GKFSzzIT9uZLJSIq3RkiFm5b1sNVBJJutKF2pkpc4QHQ+nxkBNXNnoqWOYDVCOA5OoxPeCPzAR692pc7X15i/ujywige+JhnzAYE1YjLAA4DMambc53ZCS9ib4RU1ibdYH4MmNJEhYhf6P43pq4TRkexx/MKRzMbbehrdhkYWHaAzGigodPFugBW6bu5dfIXFktXyDtwV1e39zrSiLzrWDt9LF+nims7rmxn5/XoUDy3yXbr3h40UOAZKRqp/og34crdvR7fGiLfu3zUBsOSapodUu40amk/twxcBRqoViuNJ7m7aTj0Agge34WtmNhrLwuGhvGizEqRbd48NIFtvcusH0QFghIJVongQxeuwEunMEd5/FYFi4W+nG8sOE8ybBbsYgir5iqCpLfD1ESQRr4PbAnlJeIH67irJWbLyS0s3q1SFKp6gQQQpb3vH9n5Qk1UE1VxNt5Vb5A+44NTz/9dPb5Rz7yEXz0ox9dVPfzzz8PAHjjG9+Yff7GN74xfbdiP9RMoQHk6h3VUGYiQrjiA1CuFR4KRpNTyqqUyovhT4xMAkrfHj08bZr0emOBIfj1kAqIFk0pTKjWzqXPNBRexj15AFTyOGFeocEUTNTurUNUAXnsHCIRlJM/MhU5+Q9ZYzDYkvwZLHttgCGqbQdrwmv+ez8QmeDY/0QEGSAngpIaSBBBQArrGuyQLorRBR8jK47fRTKE1ELWbqYQKhbSRoqx9Fe53VJ5eQp6w9RAyNRAISSs9AWymISepFoiotCbmCWsiIl2Galk/ESCUXMLX6CrVAKd4LzhkSOBPCM7tExeQL4qLB/orXiwbz5EsdVembJ2ON8UBBBX8NTMpqUKI6tPZCzTjo2Xx1dI+QOYtSZXo1gygRZG0GcTAVQLP6NjIRWQi34OZPg5boO0Pyh/kNQ/tdVegN6H/gxxw7VjDQSQfGaupf4lIoVeU0iYhY2KH50IogdzPzo464psYQBTyQjwkDDe/oIA0pRfYgWYVrGJxArnQ8/o0prk1iZDGlElwVVNGjhZRWVetdwfOE1Gf8Xl0Zpotoik3Ax6RgXUmX2PyuhNqz6106ffOnkBSb+Z+r4s65UYf2pqWblYUFMA1RSqfDFi3Lo0PmzvB1XQ9sGIF7cjXh19JII8tn4KFSZQmHCYBE0q0cdejgTdYGHPLcazAWZwGM4nL7ep/aW6ktpoBpvFHZSqMMf+rU+Osr4aw4TEDyaqiUs10FSfS/Fhmodbqx5OBBXZ5Mb6PbgYYwabewMtVJdxxWumBtpTpXYM7Ds2PPfcc7h79276fKkKaMX1okZaUDhUUuyg9O9JZRjA8HAZIFcY8UxNPBxMMZpmXyoVxX3tRKRwFZCLihEibEwMxZFqnSkETqiAlGPvRZZlreYFRP1gh+QDtIv3c40A2o46+cOJn8GUpI+NCwOBFCLFT+gHY0wihYJ6BRkxkmWvUlQwod9sEbZVmBkjEEFjnLMUxssA4MeJ0CBfHADwFgPF2sX/p7CqPEwqnKJYbiSC4JCUNUkt1gBdK0n1ZWI6dh5m5gWhGXZM6p3Q7zFrmaiOK+hCZwgVlLEZqcSzhMlL0JE6ivrwCnCK84aHlgRKEvJLeo5M0vm8HE0FJAkgICd6+L7yfXrNH+QrBBAwKTFa0LKKaQ/a/Bh5KNj0WXmDp4lCCD+IXkCCABpunycCyMb/s3qF6mjc7gLps40Zvy7GQApRXK94oAd8+p8+o3Cw3Bso3NRJCtpshwjPkufK2jwkDKCMYdGrowjYCuDhVTSx8KPDiB0G9jObI3M09JIknGChFWHyh9AUBlp7ZKgZkUsaUVXDwxASdoqxvSty1MYGLaPUPpBZl3pUQH3l1kmVFgFEJA03hM6+Vx7ktXCbLP05m6DLcGqtrKKtDZVrKGvMVECOqUTdxYjdq7tE/ND/9134f/SlSvTcGmBjgV1YXR2Mx7l1GChU+NUQKjyc20klqrZMHFsWwpUTYwQl/1UREiWVOnaI4cRD+JTGoxZRR2ON5r1DhE5GYFXInznIZ5C0IDHqCxqhL+NxdPlf0RgTFVELlk2P6TW379hw9+7djATaB0899RQA4Ktf/Sre9KY3pc+/+tWv4o/+0T96qbJXlChCwTgZIib+NDGWoPCXoJ5g5AdQVykIYknjWCQpIZErO0xS0wQigvxzKCTHiyxYmK5wxXQ6rLO2xyzqHSJWCnPlynEn0soOKQxsO0YvoHEigzgBxEHkz9lA6p5ABJ1Zk+YI1CZJ/tAxW5N/NlhhwGwMoGTwqvkBpWvAT2odrQcycsUj+AMBMEYo0HzU9bgdYDdxbjMpgqzBFGYWMTLF0MCJIBG+1koXT+BqIGonNwnPrmuh3iGSzbF+sKLsFGamKYHo+Fl5NVGzN6aZRe3QOMV5w0NLAl0WuReOfsNSH+iF4iWTS8sHJmW1rkYAyRW3OVTTjivHCUxECD92zafGDn5yo8T0YD+cRSPos01KBW/Pz+oE0MiIl3GEu9hF5VGZ2pcQbuAeZ3Tnho2DwRRvTH5AlBnszkD/22QCGlIDm2KC48dcnZN9Vxid2oxIGc5p5XeMBp0+noepDgoJC2qcoAYCkPyBzFAqx0r5ft6HSwigTA1EEwKZLYapjPi+rf9r7Wi1zLkpxTIvb19fkoNjIaP/ENzLV8yg5efTIlbU7WP4ipYKHWhPuJtm/+Ke1UMA5epWGtPoPuvV3xyR+3OoEUCyL9V2N/rAObY4cBEIn6ACGpNKdHt/h63Lw4K5AqimEqUxg15fOI/z0WPcjti4ECo8ng0Yz0fY82HqvwXEtTaGEQkS1JChPzQiCEChqCGl6XAOjBdUh0a0xAf8rE4077FEMLWu/5aySFMDuW21qLAdeSQpZZTl76cqOhqucWx45pln8NRTT+Hnf/7nE+nz0ksv4V/8i3+BH/zBHzxcRStK1EKvWAYvCc5bWmOCooOHggkVEFfBcJ8dAHrKcK2ZigrI2w0LmwqmybWQLSJAsmPmmbBSRT6pXYpuiT40nEjhRFiRHU0aYrMwsJ1zGD2wJfWPQzKA5reEM2sz1c9mCHOGM2uwsQZnFtiwEC8DRvLFdoX+K3uZE0CTsiTcwbwkPTiJQkQFJjUQAIzIiSBSA6lhYYlYGbNyY+qweBwWRoSGcXUMqbw8KY4YEaSeWwZJskg10OiR1EVwYwzjUsBCwsJ1EY5Xhq9l/UhhZmqGtHDtpfLgkyDq2nCC84aTIYHkRLVFiMwpbErih6mAFFNon5E/k79LbbItU6nz7+g4eMhaLWV4XrbO2vOHd1pxTaFZo0YECQVQnNyQ+odIH3t+xtLCKwSQY/U5qquckJjB4sxanFuPOwMwmLB6Kx/yU+aXqAS6M0xE0O1IAJ0/dhaywpwPOLsd28r6latzbMwCVoTHiXTrQPD2GRFidwfEDC2VjCuceKEwgzGWwY+5BQozXBomlbZ3riCxaBIgfTt4nVpZXL6fVpYrvx85kaiSR1FZdJ04xdjeFX0oPbdM8f0SSOPmHhVQjYSXCtK5VPCZp1tUdZIhNAepgDSFiZqVSWTTpLrC//pDHW9v6BddBUQEkNtu4S520StuzIggdxHUoi1bI1KJjn4aHzg4GUSEGJFjtCDhLkaMdgd7toGL98sWJFFRGO7HuySn9iURxAl62mvAAGBMRJAfKfxYRzgHdXUmX1yYU80EZZF8jon3fUUNNN3X235DNWghYcB8WNhV+QIde2x4+eWX8aUvfSm9//KXv4xf+qVfwpNPPolv+7Zvw4c+9CF8/OMfx1ve8paUIv7Nb34z3vve9y6raEUXDCcrGpPlWkQUV8AYll48K4tUb1xRAeaxEzeTVRSTY379R/KHQqpcvF86KldrZ/bexPYK/yJlks9DnlI7I+lDpBKFVsGN5fFTuURaDWdwZsDWTT5AOzeR+A4eznsMFhjiTHogpU9U/Zxbg02cB5wNBmdwMG4LjGNQ0FTC0FIoGoWjKRnbfHw/XRd04JwtcSnkCnYI7bRBPUNhW0aQcVQ2+dpkYWEmjhTcxyeWH77LPYIyY24WpmgxEUE2kkzapUvndPQTV0HkHi/X+KAy2nDlWTz+1LU+por3DoMd4J1PC/cZwZTK9fX7JvMZ4uU5mCyXmgdTKV2RL9ApzhtOhgTi6PHG0d4b9vBal/XPq3aIBJD180kBT6Uut6n595THmYeCFccqCKDkzcNWYac2h3AnDAN4lhd7PiQPI0leae2nct1FMIGWD/o0gaBJ03BuAWzw2KvAuQ2rvneG6eF/9D6RP5wEOrPBo4inAp7+t+l/Sqk8tS+w7ePoYNz0oAtAPOzmE7cBGzgbiB0zmliW/lRAq6C42MGeh5/YCMC4MuyPwLPS+HGcpPJ7PPjykDZqO5FYxbbaNVq5pmhSwY2z91X2ENF2XTBYRtI/BPfyFQxzE1+VSBfXvFTBlNsrK4qCBFkKTTFS+44jhfpmastIdojZSyL4GRHMVUy8zPS6QQDNqYBoLEzqnzgG0RgxXoxhAnMxRjKrVDBNfj8AhmmhgGeHpDGClKJT2DCytvjRhyw/sb+sozFrC0Tz6qwflIWY0D+hL7gB90TrBIKkFlFRKkBzIggNCogyUlJIWE1tNAdOJGnPK7XFMjNYoKEEonIBpHC12oIAJ8JokUJTq14ljj02/OIv/iLe8Y53pPcf/vCHAQAf+MAH8FM/9VP4kR/5Edy7dw8/8AM/gBdeeAF/6k/9KXz2s5/F7du3F9a0Yg5ZyFUjOxdlo+K3Uq6AGZgPjqoCAjI1DM80pkGdPIqMSjKkaozlkQqIDolz4yYjbqCTNZHcSAoYZtKb/GlYeVlIlSMCpiSWyLfID2fwdsB2zH2AKASMwoWSvYOZQr7Cs7/B+WBwa2NxPhjY3QOYiwcwD+7BjBeA28GMMTMWdYAlD6IN/HAOYwf4YQO/uR1e2/CcTiohj+Bt4zFMIX7AlHFL9FUgaixMVOlwkoarYXxUA9mo2uFhYZkaiGXLItKKTiMRQSMMBkxzJWYbNBFBCMcfzp8ydtM5xJT1rdZOBxMIGd4PIixMqncoPC7rsnhOkjl0LZ6LKdHm7rE9IW6HwCnOG06GBDKVB++WF0G2HakvBAFkz89yL6DOh5PaA09RHicouNeA8gAOTBOTuYekIjwgPuTyyQKHDZR7bPu0ol0lfxQT6LC6u0sKICKAgvrIZw/LZjDYRLXOcDZiOLc4Gz3uiHTGSY1zTqvMJqqSyHiUmVXH7+xgMJwNhdqFyDAiR4jMcChJH8TPQrr3EX4ID+XZyvtQruanuhQiiOqiFtXCo7hxbJXgE/0z7Rt/B87C4gwOU6YyZyXxJyactXAA/jkzdVbbNfM9P2ZuDn3VsDGufMn2Kx4OyOtpKVGpG5435NRMBQTkJAhfkFjaDu5JpyFXdwYFjXfRa00hgGoqoJYXS74Q0Q6n4wTYtM8Y72eTD102RkT1j7sYgz/GxZTVzAw2kf6xtapKlBYKACTyh6tFz21YbJChu+OFgxkc7DDCne2Kc0bt531Nr+kacWK8cgj18GQB4XNgGMrzSSGzzjo47DBggLEOPvpNEWmln5uJbJFEkD6uGLUs8hbSw8jy1/Tb0sKMQ3/kBE4tVXwL10kAAccfG97+9re304Ebg4997GP42Mc+tqjcFcuQzlslfXnK4GVMQRBN4UZkMoxAPAhPoJTyuhIKBuTqH34laZN2GVYlM4KNUbXhkDfZsLCoRF55P22kKYGilwxNxAfuN8PaayOJAEYASQXOZAK9gbdDUv5sncfFOL2mMLDUVgTyZxOJn9uR/LllAbN9FebVV2Av7sFs78M8eBn+4j78g/twbgRlZDN2ADZnMLfuwJzdgh/O4c9uAZvboW04hzEWzg4hBC31CT/GgYWVkdKLthuDt000UN4YGw2NkVgVBwMviCAeFpapgdKFManTktqFiJHhLBFBlD6ee0t5IBBEkQiyMY6JX1PBdSOogRwvR1AXXLVkYxsLM2YynhbqHTLLliq6dIjkC8RNsfn16A3gp3TxvB9TWVfoC3SK84aTIYEOAem9QGFgU4aTadUUKCcLPMyFk0oAEQqT/48928TP2UqZtekBOXyWr0D2yK55em56z1dfw2RhV4Qj8DCw3Ox5yNK/15RQLQIoPOiPadvhzKY6h3MPPHZWPJySp09SDEWShwyqtRAMfm40aAorOmYjzhV9zv/3Y/T5OUNYPWZ9WSufiKBUx2jTarPW0klur2cQ8mNc+Z1RGchMYVQfP3KZgSy1oTH5tCNTLCn+RocCTR6PhbBSsWz7FacHzRi5BtVAX9yDpOdbqCNXInKj+rrnUP4bVBWXREYzAmisEEDT8ZYqoFo/aOofaard6r8UUqYcs6N08FvKGBn+prJDG8/PBgzGYfSTQnSa8OTHxxWjpAIixaiNCwXaosC4HWHuX8CebZJiRduulh2tCCmORNCcUTKvI7zahBDiC1IShWxhJiOvSGM0qY0kEbQElHq+l6zhx0EhYSqxFMudgx0s+GjZIhqBq1kwWMeG00dSmYjwnvn9pgmtjeFPIawqhEClMCRX+rDwUDDnc0PoOa8TPunOQpliZq3RTSoaTgAle02E/ydDZJNUJ6pfTJrUR6LZh2CcQTQyEEljKIP6QGR74gSQM5MCqEYAuUhaGIPo9wOcDxa3NwZ3NhbD7j7Mqy/DPvgG7IN78K+8CHfvGxhf/Br8xX1gdzEtog4DsDmHOb8Ne+cxmNuvgX3sLuzt14Z+Gs6A4Tw0l8YWlgWOq6YGgxASNeOjlNK/22EielASQTxbWBZuBRZOR/e76P9EwjVjbEa00G2Tq4+ANhFkYltNvPZ8LvLK1ECkbqLkNyQiM3Se43XkvZ1IQ2PgDBK5VFxiPu6f2LWyb6k8UqKFzafCHFsAmi7K4y0inOLY8MiTQEmWLcLCtDAwYH6VaiIMxmIiIFOpZwSQWInjhEJtslALEXOO71s+gGsEkFT+kGLJnk++P1ZRLo1U7pYIn218wN9FUigYcuYqIItN6k+TtWFS+ExhaGawGG7f0rOzsX5LRt8Xu0L5pJE1vD28rvBZOG+ZafdZfAin/rTTKrGWkYf63DsLM+beHmYYJtM+O58JLpQ3rapLRRGAYqJhAeD8LIQ58M/EsfPjLT8vzZ3D5GSa2JQhlvNp4qkMavd1qIFWrADaE1/Nu4eQhWpVvHt6iFHNlF6Wn7YVahS6xxIB5BkB5JOipnwUSWRQJNNle7VjrhJWM+0k0D2YFgUC8TOlhudmy2Yw0eQ/hjyNHq/Jys9VpRyTWfc0xpBC1NgpYYBzQQ0Utg0qGTeYtEAjF3umcdQXIWs5eZETNRS25UeXVKEZmWJtDDOerjUzGowXo3o+5ogganvtfEkij6uVZNKE2vUrs6TJ8mW5rQWPOdRCyVasOARSivT4OpEsDRCZQpNC4yYSRFcVTcodH31XvPeqSoLKlci8a0QY2BhFPa3wMvLtmfUviuSN8S4qNmwgtzT1B4CUyalx7IkAigqgi9Gn18kMWqhUKOzrfDC4swkqIPvgJZj734B99UXg3texe/FrcC9+De7eN3Dx9Rewu/8gJKGhqI7zDTa3b2Hz2G0Mjz0O+9pvAuJCubEbmPPHAO/gTEhCQwQVEWlEog02kCR2sEENUyhW4n079hPsCDOcwdgNPGMOpQGzN9HkeTCRcLGZ8XKqZ3Tp/PNzMJghES3ZqYkEDhCIoMIMm9qLSeHVExY2OjBvIF+eb6beocxenKQCSmURgMkcWhBBVB6li/fRHLrAFfoCnRpOkgQixU0N2oMHV0UQeSPDwDgJMjdp5eSPJC94eY4RQInEEN492gqkQzlJ4MqROfKHTxA4CTLcvpWUP5QJrKYASu1lBNB4/yJT/0hJuxkMNuyBnDKObe6cw56dYXP7nL2nNpxhuH0+9Z9lcn03+UsE8mlqw+7efezuX2AcH0xtjqRUdq7YRCgQUJvy/NP1xFRAfnQYhwFuuwUudmHgUOT7gRSZyCAgfyieu3WVips6ERSOR6wwCyKoBS0EIA/hip+56XfQHSIpyB5OmF41LJatmq9TkNMDJw80pUbuiRNX2IpJchkGNpcWPZRXVwG19uH7cpJdEir5fj4dKylswjHnakq9Tv24JTRD+EQCjOS5Ezx/uPrHZeSVT22U3nRcGQqEfufhbVl9jkK05tseFggAYDcRYxdjGJuL7JJ6eboSJtAzQySXuCpGMwunsOMQEhY83IZzJLKJ1xXCuupEkLE2I65akGqldJ9nBH8+JkyJL3iK9zlT517UQtauEuvYcHrQMkLNopIZjKcXJx8cuDHzAkrGvsYmFQepgEhpUjOaLtthkK6yWIa3G+wo/MvTBL0MA7OQ5E/uXzRbNRFBHkhSDO5XIyfssu/icRMBRMofTgJpBNBggY0FbkX1z23sYF4N5I+993sYv/47GL/+2xi//tu4/7UX8eCFl3H/ay9ivH+RWWYMt89x9tgdnN99DW6//gJn4wjYISiDbgfVljc2KKp2wZN0N+b9OBhg8JR5bCIugvop+g+xY/d2AzPE/hgchuFWImqMMbmCNYbXjc4H7ogbh4/Md8f7EIZFfRQ7yg4hZJqIFn5GeTYyIl0GYybCjk4rKbxEeBlXF02EEhhZxcLCyDsKKNRAI3xSMKU+mvMFEuoiIpW0sK+kKLoCnOLYcFIkkHy4Wrp6xMPApGpHqmDmyiHw8C+NTJIqpEk90lLu5A/cHFn42MUu218+xHIDUxvbOJxtMNw+jwz6eVTnnGUrko4m7VumVIrky+7+RSbzz0wz40N1MG4OhM9w+xbOHruNs8duY/Oa29jcuYXNa6J08/x2+Lt1B+b89hTfi0D+wDn43QX8dhtigS/uw796D+Orr+DipXtT27bb2HaP7f1d6gs3+jI04vZZWA09Q3behvP8pzJe7Iq+d69exMnIZHCaztloYAcfBgf6rGH6nLwoquqlttZeI4JIvcSvJzNzXafVcPn5OIWbaT5DfnTQUi7zicZ1IsTI9w8dS7ZdcfPRGwaWhXbWlDAdGbFSeeJeXpuklwR/TgBRJjCNAFL93pCTunaYJ4Baxz0bCibGriL0K7bTXUxEEYH83IbzAZvbm5AA4PYmLRhwnzq+4COzjsnFCBqPaBHAjx7j6GGiSbQMlbOMLEvHxcyga/cxTrqRN5AG2XaAQnYnIogSNnCefCJJXAwXCynmh/iIvi/Ix45nCpPPU37MM09SmntJ3HByCSg9izRIZdCSUM1DYh0bHg0YgxBu00GGpMl3PNc2hp0a71kI2A4Yd2WIEMtGNacCouxDPFxraiwmVQ35ADElkCSAMg8gaQhNv+/WsTNFUHovlUO1sLeBiK/QXkkAEQk0HUPY92wwsAjmz7c3NngAGQfzyouw91+Eeel3sPva8xi/9hU8+O3fwSu//XW8+jtfx4Ov38Mrv/tKNv6d3d5gc2eD26+7g939i9h9FubWHdjH7obzFVVVvF1ETFFY2mADCQSElPWbzUR8mHHHvJDiQdgRcLtABgGwdoPBWBG2FcsDUixgCMsyGEQK+slnCjmZYixgHfMr8lnZzgQiqEqAEhkUDbMp4zG1kzKFOUyEEpFVgZBxpRpIePkYO4TfDLswPfvfe5S+QPIaBJGRMTrDTP5H2RBxBWqgUxwbTooE2hdSRcHVP5K06ZUwAzoBNAgvIACAKI9SuHMyiCtpMpl1pT1hQsAJj5yUAJA9nNrzmPb99jk2d84x3D7HcHaWeQH50SXPApKCkwqICKDd/R12r+7SKi89EFsbV3cHi7PHiPgJDP3544/h/JteG2J1X/M4TPzf3nkM/uwOsDmDH87TYGro5uV2sLstzO4+/P17cPe+AXfvJZiXX4AZgr+S2+5g7oeH2pSGOE5CpvOfew7J8IiBhcSl/jrbhJX4RNKMmURehgvQgzplFgMm1dFU15DKCmVMEz+5uu6di8bP+cN1EY5iLRx2hR9QDfSQL8G9G5L6h5uELgjnSm0U5NFVhoSdYqrHFW1ok9UWWZNez3gBUTm0gJBChwU5wU2GubpTquxq4PvJkCrKvOiEEjEpgOwUdsvDomQo6dxxS8g2a6FT1M7dq7uUAl4LEyZDf3tucXZ7g7PXnuPW3ThWvOYONrRYcPtWWqgwYmHAxbFoe+/VMB5FNeiO3t/fYfdqCLUaKfxsjA/jmM6rtRMRxP3y+LmQfUSLCrVzhzPqs9wfEIhEvbVwiXTfpRDi0YWwMLmoglRfchCCGQ1ZXGQLN7Kt8pwtUQNR2TRWtJ6HZKawWmgXv/9ftxpoHRseQRTETf2kTlnBkMygiQSoplqPqci9h6oC4pnGku8I34YRSZwASmnVnY9lRzVlyqw1qYAGS6oQyrrks/Kb/cK9Wkj5oqmJog+OZ++dGbAbHXbO435S2wBb57AdfVLGBG+X0gjavvrCRAD99m9i/J3fxCtf+Spe+crv4d7zX8Mrv/sqXvndV3D/hftpMcSeDzi7vcGtu7dSyO/m9jnOH38MZ7uLsIiMQED44RwXu0AAPdhNCqXQfx6DMzgfwjm55c3UbaR+oYxkiRjbAXYDDIHoM8MZhs0tjB6wJhJ2Ub2VSAIX1DKDCaSRIQWZQ67ccRMRZOwm1LsZqp47JJEh5Q0ApliLo54JdcNuMh8fYJozJCLIB8NrS+QNqYHYdSC9gbpCwqIJe5bunYeHsZCwUSGUrgqnODacDAmUKR+UzFWElvcKPcSnMCBRTq+yyFo5MZgIIB5WRQ9PdrCTt45jq6eCxAEQH9aAbIVNSO8BFPJ73Qcn+BUQyTXEMKzNa26nECzyRwAAnGEyrt4ilr3DeP8BdvcvcHFvi92rO+zu7zKTTzMY4DysUwYV0DnO7z6GW9/0Wtz6psdx9rrXwd59PYYnXg/7+DfB37kLd/Ya7M7vwJ+9Bn44wy7kHwjlIRryjVuY3QOYi1dg7tzD8Jp7MLd/D+YsPAVvXnoF27P7qR2Uhvji3jbv08HC3/GTR8bZNGEjEo/C0gghFGySwFsXwjOoX/jKM50v8qaYsJlMo+XKfxa6F1c3xslrwQw2eRLBTg/k2fmN21psVCJoafp5uk6Tim0Mqehr4VzOuZQRRy0vmldfRziYMWg956nbr3j4kYWACQJEYokKSCrqauHIpX9WH/EplTV0j+EEEJErRYrteMuxKfTXFG1OockHIGNrBNCWFgi2jo1rkxozLBIEL6BbT9zC+eO38Zo3vC6ME697HGd378I+9jjM7cdg7jwGe347ZH2he1BUhrpvvIDbcVFg9/LLePDCN3Dx0iu4+EZQiAL3w305+hCRqTYAESIXw5UTITQtxGioEUBudMlQk4Pf96d7NeCHAca5FJJmxvwJOvNZGjG17XyIGSynMad9nqZj5uduTg1E25nBAonUCUSSE7+ZIlOYMh4cKpTsUFjHhtNHlukJ02vuB0SZwaTBflDU6GbQJSnCFTHDlMYdOhGkN9am/zMFEIWDkRJIZjBD6QUUwn7GvJ1zCopEdtBxstA3UY6niqn/7CZkc4wqmwtS3Ow8HoxjWv8eLJLBrzEIKeAHA3txD/b+N2Be/j2MX3se4+/8Ju79xlfwjf/wVdx7/gV847dexiu/+yruf/0+vn6xw4XzKTHAazc2mP4PBuevPQtRCltmi2A3wNltbD1wMXq8uvO4Pzrc3zpsSZlpgiIJsClEynmPgQgwNwYSaByntOnGApYpg8YtjN2kMDIASWEDH8g7UgKNPpwjbgTOiUUKzzPGwkeyySTibxomUrp4BLJlSNf7JEXiCi/ii8xwVpA2XFkUCKAQzpjUQOAyVa4ai+eTjgNSBRRUSikkjJcTM7sRAeYxRFKoHEed92FRy/s6mXkgnOLYcDIkEDCtsGWfdT7USr8eGQZW90yY/GGAkgBK4UQivTrf3435hJ9/JlU8DkQETCtso8sf3rn8nj9sE2j1EGdM7XR+FoiO2+fY3IkrrZszYDMRH3AhvTrvC3exTSus25cv0oM+KWHS6u4wTTbOXnMH54+/Brdf/wQ2T34Lhtd9C4bXvwl47Jsw3n4C7vZdbIdbeHXn8WDrcPHAYetGFqMbVgtuDRa3N6/Bnde+FsP2FfjNi7B2Ex6EtxcYbv9uNHuOHjoXY2hfJKmSB8X5EB7Uz4Ih9SY9/E5hcps7tzJCjCtz/OhgL3ZZv/g4SQvEXpRpjiaeB1aOsxiUn6EW/gFMj/VhshA/G2xGtlC78+11IqgHXCVQTAK20za1zDlz5ClN4pYQUpeFxenF9q4osU/ooVTDzBkiT//n4Uk11agW4kttpbL4hDkLHxOhVfRekhk0TuTtNSkMjIz3+Tb7TsZlsgBOAJEqdHt/h21cJJi84iZS5ex2uAcO5wM2dzY4e+wct173OF77+74Ft558AvZ1b8Dwum+Bffx1wO3H4c/vwG9uwdtNCjs14w4Yt9jc/wZw/xtw3/g6hhe/hs1rfwdnX38hqS69oz40sZ1T6DIROWQk7S4c7Hnop+FsCoOidrfgRwdUwnY5SSjvezQeTNcD9/pTTL/dCGAALkZ47veEdsheKtP5zFeI1D21+7YZmLfdQET+vBqopSwq6yAvpat/il7HhtOGUSbE5UYKWZnCq4KBLs+IlYWB8RznIi28Y39ZdawOS2Fm3GeGEVITAeQzAogvkhpB/nAvoGzyzw15JRjRkxFA40UgPPjznrVJyeGnVQc4GGxHl8LBLkaP+1uH+7tAtFA/nHmDsyAICYbQ1uDMXSQT6N3Xfxu73/4NvPKVr+Ll3/xdfOM3v46XnnsJ9377Fbz4jQf4vQuHF7cjRg+cW4M7QyDLhpe3uHWXnvfjM6YdYM9vw5/dgt/cwv2dx6s7h1d3Di9f7PDK1mEb72dng8V29Hj8FjBYG4234z123E0E0O4+/G4bT7kNKdwjKeHdDsbtYOyUhczR/xSu5TyMCUEho0FUx7BzIslKRkB6fwaj3IWKcCl5XhlpZdxuyjoWzaZJtURlWQAeHqOPoWvpgottpfKojZ7IRZtCwnhmPVIDpZCwZDitzFLIuN3gytLBazjFseGhJIG4cqA1ceyZVMqHkezhrIMAapbNiSRGANlhSL46fCJNIQNTGJgimYdOBHHJt2a+mYeThRXOtBIYJy7kpB+k9rdhzs6ATdSWuxF+e5H1KZkx717d4uLlbfagT22eHqrjQ+P5gM1jt3F+9zFsvulJDK9/Cptv+X1wr3kd3GOvx8XZY/jGhcO9++Fm/PLFDt94MOLB6DBGE7Uza3BrY/H4+QaP3xrwmjOLu+e3ceexMPgM4wX8/VeCmXR68PRpRZpWpVOo2naEv73BuHXYjPnkLBhmnyU1EA89MIPFeLHFcL7BeJ9Mq6f6pEfHiDDJCd9HH4ez2GZssodjaarKSSEzkB8PIw5tCNWT6gZ+O+VE0Khcu6TcqZk9G5tnBsvbW1fzFOai/Hd5TVnBTjG2d8Vy9KiAgEk1EfbJQzqpHBnik7axNv3eSuKnrS4p7wMhM1VO9E8EULrvAikzVSif2hnDwGw+LqVFDPDHr9LkPjvminox9yqaCKCLl7cZAe+ivHs4t3Bn1E6Dze0Nzh9/De68/i5uv+mNGF7/Jgzf8vvgX/skxttPwN95Ahdmk3wl0uLAEFaQ77z2m8Pk4bVPYvP462DuPAZz9pupP912i+29C+DeNvoSjWk8IAzbMd77R2zGTbpvG+cBBIIo8/5R+mme6Kg/XxhXfu5Gn8byRNaNUaGJMY3rbvTh4XPAIiKFFEveuSl0S1G3OedABtFcDaSNARmZGVVGtRB26pNaeHuvEvuyWMeGRwiCaMmgmEJn+zFbgkkZwxR7TFGEmBbeM7KGwoFoOMlCweRzUWwLhRKRjw4ngEj9EUiqXAU0GFZupZ2JdCDVCb2mfYgA2l1MaqDUHSEs11s2pYwZt3aCAHplO0YSKLThzE59MESy6vbGwtx/FfbiZbiXfg/u67+Ni6/9Hl75yu/h5d/8Gl7+rZfx8ldexu++fIHfeTDipZ3Dq/G+cW4NRm9xh4WV0kL35s6toCR9LEQb3McGr+5G3Ns6vHh/hxcf7P7/7P1LrC1JWh4MPxGRmWvts8+l6lSdqupLdbX7A7ptfgESiBIWSEZCAgaWmFioJVuAUM961GZAyxLVLQ9alhFCQsjYA8wQmFtCMu0pGAnrH/DJjWn4aVd31/XUue3rWhkR/yDijXgjMiIz19rXs2u90jpnr7UyIyMjc2VEPPE8z4ujtQ6sqoWS0K1CqwQ6JSMhk66/cUCQXZ3ArleOjSolRNtBLABo5QyeG9fXCebboy2lonfAkjBAD5rjKAaIsGMCwctIaO87ZA2kVAAsMj5NIgmL9bYpe42x1SgdOwUvz9gIwhAYFvx8kB3D/091SyRcWcYxd9/KlDYjh+fNfYGuKm5i3/BcgkBTUZLXAOOgTZ7OnbMp6LNSGSX2A5eAxbIjAESriXwFzZooBSMWEFH+E1kCywgCcHkYTRRskCLRwJb7RHBpFj932TlTaNk2kE0LsVhCNAwE6lf+fzJZdnUNPgvZQJ8GbaqTYWDvvHcatPtLdPfuOAnYi6/A7L8EffsBDtHhyVGPZyuD9w9X+Oh4jacnazw97XFw4lBmJQX2OoX9rsG9ZYOXb3V4+VYLbRSwbLG3dw+iP3GygW4ZVn8JGNNrE9lKvk2UB6j64x7NsoltxTO5tY0zqaaVXa2h5BqqW8Gs+2BU6q6l9QakZiDRGHiSSEf3dyagTOzH7gvuCUV3AeDMqVXXBK8JinySxid2wswHb2oR/CAYgEnt9bzETdT27mJ+zJlQjrGA8rKG2Z6YbLMyqeW/6dRMOJ1812RglFmLsz7DPpTxAxFg4gsS+cIE1WlujAELhgCqVXzW9sc91ocrrE81Vib6QHRSACug2TMQ0rFG2/0FFi/cwfKle1AvfQLNJz4LfedVmP37OLQtnp0YHK7XOPYTijBgbyRutQovLBVuL+5jf3kHslmi8WzWTmv0J6dYPTtCs2yCT5LR1jGU+nj+8tiBU9Y0AXgDHIhv5ZDhsy1jJWeTheNrCZMxhnn78mxqVtnQr2Pl5A9QqtrnlMIaR6mnTGYOECr/RgjU5FJCMogmSVguNcszpF3n2PUNH5PI/W4ovD+JFQKwSK15gGFKeA6s5KwaZgjNs4LlqdzpnlOSsXV8WZwFZC2TgVkHpGubko/cKaQsoBK7KK0n31nFcwltxYEDL33SfvAnlWMAcVmZf6+Nxdog+AEdrXUAgWgRAJBoKWmM9Fm4zBri9BDi+Cn6Jw/RP3Im0EcfPMLBe4c4eP8Qjw7X+OBU49Fa48B7DRGIREFJBbr9Ft2dW2hv70PeecGxSZd3/EKzwePjHh8erXCw0jjtHaNICWDduIfWspHo2yw9udGA1rDrU9hTn5jGaAeiGANI5eRapndAoa+W8cCdITaXdVIrdx+4+8QqGVLFc2lYuETWwHKmlsBgmzykv58H7C7LWFxCeulahh1ZAq8oTbvw1y/rI0p+WPRVVh5lLrNAkISN+gIVAKAq2+mC4ib2DTcOBBpLDT8ncrlWLfKMXoBbIcuPz70X5EjWmDz4wJPe56lhhRRpPZgZMdHteQYWXpYpDAwDcNW07gHWMCaNVOAzfi6Do5Vo7c1K6fjQejA4DoDKYule3R5Ms4Bplzg+1jhaW3x4tMKHRys8Ol7jo8MVnhyt8ezUg0BC4FancO+WG9i3UnhZmMRKW+w1rdP6Nt1gYsYldro3EZ1eAbKz4ftBm3jzUaFUAMUEVmEldOyacjkfXTmrrWPuaO/Gzxhd/OgcAOLXmdP23TE00KY/5Xxywdk/QskqA2fuiqvwjCHOctgmzrr/WeI5eD7v4hrEwFC/ElJm4H8NABphv9UkYe67yAKyDAig+o2xiqSXggEpuB0SHvB+6wwSurQ+xAoynhnkBuoEAikhsDIWrUTCHFVd41ipt5aQt+7ALvZhF/s4ER0OVhpPVxofHa3xbOUmFL02kL4fuLNooMQCANAuOyyWd2DXR5C37kLu7TumKzP5t8Y6eZifRFB0EhAebHMp12N/KpSA0HUT6E0jf1aXsi2GdqZrXgAQrbZh1Gm0DSDgplFLDpDXOWdk10DEud5Al50cYCx2fcPNDmErz/Rs8koAs4k/rXTfPDMSj8CwiGbCpaM6YEnEey4vk8AARADJkIymdoKs7CQjWG4IDSCkJM+OHybkfFNiP+l1+K0KwGuFMoCJsZ+08UbQxrE3CbziZ+AYTM7qgYAmyvqrvcn/+nDlFhQO1jjWBsfkM+RlcfRIJl8g2SmfZbJz2Y739iGX+0EKtjq1WGkHTh0HgMo915R0CQLWRoY683YIbWW0y1LsF8otAPQriL6F6PaG7U3NbJHcF8YbL1vffsQg488i8gQaFFSJnIgyyPRGfwcDZg8QbSJkKrFdagBrIYwdPYXJuGx12E3rG24MCDSWlnd+GWUp2Bw5WG44zQfXfJCXlOWlX1RWeJm44mu8wTJRvGmAHyjfLPI0uATM8EmMgmJMI5o0qGh+vFg4KmPnmUCeGigAp3kNcihvCu0ZR6vDNVaHa6wP1lgbkz6Q28iwkm2Ddn8P4tZdqHsvwezdg95/CY9PND466fH9p6f43rMTfPfRMd55coL3n57g4KTHKYFASmLRKbx0u8ODO0sc3t/zZmpeCtA2WCz20XR7KYjlwRbKXnasTaB2amsgvGGpMQTamAjedY0DxprOtQkQ6IpOIua2yT2BdGbM7YCTlJ5Pf5fS+5Y8oQBEMEl50Kr1ACTS+zYP8nKwOoI35MdjtR7UP/890OSgJifbNmpSgouMm4jo72KzSKQuanM/HM7wnMUsKkxwE3P6gnSnxAKyXhZEz5fchN5DSECbDeBlzH4Y650C5dZP0DlLlbdNafLO9+VMpbWXfhET6EQ7yn4csFt0UqAzBq0vW3YKarlAd+cW1L2XIO5/Avr2Axw1t/HhUY/3D1f47tNTvH94io8OVq5v6A2UjIsDT+7fwifuLLDSHR7cuoO92waqX0MePUX37DGa/ScJEKRXab0A+HpZLLkU25tFW20T9uU24458sYm3ccxEOrw2ptAnCM+mQodYPxhYJYreUHmMZTUr1RsgTzomNaz8dohhRPXn53ddY9c3fIyi5gc0JgUDEKRg4f8cWClLwdwhCxLb3AsoZG5Kby5aLrSeBUQTaCeUiXIyYhUpmXkBVQAgbogdZW7Dc4b26c/7daijlQqiAYT07BR/3gYCvQd+chZQTwvnUqCl7GDSvVopINZHEKtjl/H3yUOcPHyC08fPcPzoBCePT/B0rfFkbXBiHBBEj2klgKU3hb7XKuy9uMStl/ew98qLuPWJl6Beeg3ihVeg91/CoW3x5HSN9w5WXnng+pOVZ4R2jYReWrRSYq1N+ogjKZjpYYgFdHri2kQqYLGEbbqwjbUmgIckCdQeHHM3gIWwInxmIF2qeCbVGoCDjK1VBTXDZRY+4xxd22x/wMnY/D0tpYIsmO+QJAyYAUAW5FvBEBsI6eu5JEzw+3CDcOo0MdkOZ42b2DfcGBCIRz7AmlphKknBxiI1Dh0pV/FBXp0LHYEgnhreJkANwIEf7wvjB2+0TQ4A9Sf9QE7m6sVACC55UsplW6FX27mHkDGwxhmJWvDBqAmgCh/o00pvJwVabUN7uexYPuvY/h1g7y7M3j0caYEnpz3eO1jh7SfH+PsPDvGdh4d47/EJjg5WWB2vsTp1HU7TSnSLBoeHKxx5gKzzMoB7ixbHa4OuWcIqdw7U7pQZTK9MqCPRRwGg61PZVaS6u/MWbRfaBVL5TtCErGHpSmf0buCmo4AJ0jO6DnoVzT85EET14BK/cC/BAUFCCxhpICv3dj7YlkY6mqkZl6rUIt8+TlYiiENSlgDqZHXgYFJSViHLmAOmLkZDcBO1vbvYLqYmyXNjIK8aAX1ydt+A9ZNJwoL0hwFBnBlk2HPWQEIFCRilO/febJSgQDqPBB4EBIfJuluSnZQT5efJmUr9iTOCXp86yr4bsKerttrG81OtdKl87+5D3nkRZu8e+uUL+OhwjXeerfAPj47wnY+O8J2HR26B4Mj5+ggp0LQKr9xd4HilcbR2g3YlgFf3X3DZI++9BP3oA7T7TiZMfaf1/QGfTKyMxZ6v4J6XWOmVDEAatW0ARdjiDMWmTCEOvuVSWwAhwcCgTwiVhm9DBeXPrcQGqgGexFblmcys9/8peV3Rc5/khdbUwfxahrSpuApz6F3f8PGLkBksC2LfAEx6wifggV1jhmXwLGNAkILxoEllkJnpPsrMAJCGkptKkzeQpc+z6bikshBZQMNyZQSAZOMn4/SVAijFN/cJ8i/br4P/jTugAz7Cr8BP5Ok53xvgVGuc9s4Q+tRLwYCIpbtkLw6waqSAWJ9CrA5hnj1Cf3CA1dMjnDw+wumTU5w+WQXQntibSjjg/l6rcK9VeLBQuP3gFu584jZuf+ol3P7UA7Svvo7m1c+gv/MKTrs7eHzU451np3j34BTvH7hFhWcnfWCp3uoUlBQ4bTXWpgl1drIq48Cw9WkAgOzKZyKWxs8RVm6ewFg3dKW0QZCDAbEplQC09KbWwRcoPl9K9yi/l8iAmd7z/+ON5DysgrxPSPef9xgK8rIAHA37/+qIIJzIyGIR/Z4EfJp4H7kvUCEuGuSZipvYN1zKkszv//7v47Of/SyWyyXefPNN/NVf/dWFHeu8zAOr5peMuUMxmXY+zzpWWAnjDCCSa/GBP73iBMAP+En+lQFAZhVXiPXKQK/ScvO0l9EjwsvA2i7KwhIjXx3qZNZr6JUJnkCrtfYUzfiAXhvGOJLOE0ju7UPeugu72IdZ3MHB2uDxiXsgv/3oGP/wwQG+98EhHrPXk/c/wtMPn+DpwyM8fXSMg8cn+PDRMd59cowPnp7i6ckaR2uNlbaAamEVz+SlXTt4jx4a8K8MEjrpYIWV2qRhAJBvmwCUychAy6WAnHFlvd+TXhkGSOnk2pGXRpDxscH+4B4wdnRyRvLDAGLx+7DCXCjd29Xyz+F3dllGn6Wgwdcmr12cf1xm33CWMBUJ7VjMNZ2ufU/PjPg+PvuNTplB1j9na3WkiTp/zkvpslaqtvGTfFV9NtC+rqzhjyHI0xj4TaC78c9ceh1ry/qIOBCmlOxq2UHt3XJSsL17eLrSeHSs8faTY/zDh4f4f7/3BP/n7cd453tP8cF3n+L97z7FB28/xYfff4r/33ef4lvvPMW3PzjA956d4Mmpk4/ZvXsQt+5BLm+hWS4g2zZh1ca6xf4r1HOtB9K7tG1E8ncqvROTIOMcEDKOBWyxT6AEBDZ8fj6D5fwe5n6Hki2exe8L90ahza5TSvg8dn3D9YiL7hsSf5zwYfQDikwbW2TvhBiTlgUmEIE2jglhAGYELZKU8wQo5cwdqgP3lDGwyeGln6QqbzitsnIHVfcAkDYEzruMY1YI/x1jo1AY7Sb7Rqd/J3IwEQ2srWMCEQNobVz2LW4WTFKwxid+EesjxwI6eobVs0P3OlhjfeiUBq7fiLKv243Ei63Cy53Cp/YavPDyLdz99B3cfeM+7n72NSw//TqaT/4T6Duvot9/2bNK10518PgY3/3IKQ8+eHaCjw5O8eR4hWenPY5X2knYWH2FgMsGp3vAy8Bsv3YvL18DAUBmCIq762+Dp9Na22D03Rsy/bY+82WT3EfhvhoJwZ5JEgwMJOAyfyXG5u6e2wpsGTCVhswz2iLIGYkdBTgPrpyVNnKuo7/JC4qb2Ddc+CzsT/7kT/CVr3wFb731Fv7X//pf+NEf/VH8/M//PN5///2LPvTGk8x8El8DgML7Cf363BVmXm5qDB1TjOegDe2X7BsGgT6rmPfo4S9OKQ/1lAwYkG4iAPLBkcoDQWpwXLOK6db1SvtBcwRYOL2e2iMYLO/tw7Z7ONEWR2uDD4/W+ODwFN99dIz3Hh3j6UfudfDhRzj84Ls4evg9/3oHR08OcPj0FEcHK7z/9BSPmT/Emh6eQiZ1prYk74f8pe1wAkUTJvi0kg4Aal3beCAITVsE9tIJUQTi6LrwyVIY0Bsa4PO/bXJd4yTQhvslj8DqCueRZggaizFAk8pIWHZhYpiuHo+Vd5XgT6jDFq9dnG9cVd8w9/7LZZhpGcQGiYAKUJ40jwX9zsPxKpN3w37zxDLkLKAa+BONoEVgrggP/vAJPa+rYIDPJmFYXYIM1gPfQ/AnPnd51YWSUJ33jNu/C9Pt+/5hhXcPTvEPHxzg+x8c4unDYzx67wBP3vsQT77/PTx+5x08evcxHr13gLffO8B3Hh7h+09P8N7BCkdrA9Ptw3R7EHv7DmRq+SLBcEEg95rQK11sY6mEYwdlLwAQIyNAWvShdqtul7COaaGi3CeE+4h7CbK/z2peXfosX1wYi1jP4fmeFxvvPGLXN1x9XGTfECbDIzHpt8OlYBgCSjHjlkgkLxT8bg9sHTJdzvxakixciaxsiD8RABBMpqlcLwfLjaEjABTBB/o7jKHZRDxI1YyG9a8E6GCTeCrLgSjOC+hEm/C3YfMDJYFGOQWzMmuI9SnMySHs8SHWhyfoj1eBVUr7dFJgKQXuegDotWWDT+01uP/qPl783At48Qcf4IUffB37n/sc2s/+U5iX3sD67ifwwVGP9w7X+MfHx/jOwyP8g1cefPejI3z49BQPD1Z4fLTG8UrjeKWxYs9nKQBBxthGw67XsOu1S5zTrzxDSkcAiIFj1gNjlr1cWxif6c16cMiDJATEqSbOaTg4MsWaIWYQEDK9BSkYBwY5YMPuvcBSY+WEsvmbWb8nmzDq6H8DMK+r/AQKC9VXzKy5rL7hMhdHL7zn/Z3f+R186Utfwq/92q/hn/2zf4Y/+IM/wK1bt/CHf/iH536sTU2hS5P3uf4OFJvIaQb7GjYQzFZ8KUrgjzuuTf4mCRJnEhkdmT+cBVSd2BDYEV5yIOexRsNoDbPuA3OFWEB80BwGz9xMjSYhnTOEtu0SJ9ricGXw9GSND56e4v2nJzh+tsLxwQonT5/g5OkHOHnyAU6ffOhezz7C6tlHOD1eY3XcY33a4+C0x0nvtMbaRkQZAIzWYTVdr0xc7Qh1jNkWYjuIKA+kFfKm9f93EE0XgaHiteEyDzZIz65NzNwWP+fXnw/28+vpvh9n7iQTPJbJ5TqAMLvYxUX3DXOezWeZfOb7Vr3ftojUK471B+z37763xUk1r18AKggQ6toBM7XE7NjGuyU1rXbPXLdyG5+1a78aTs9dzgQSki0UtAucGuB4bfHI9w/vPD7BweMTHDw+xtHDd3D4wf/F0cPvxf8/eoSjp6d457FjiD457XHSW6wtAOW87iQDwAB4k1L3Gi4OILBEiW3F0w7ztk7YUuewBBgltrFvSOWE8RX3iX0HDy5ho/pSHTfxA+Jjpto9fp0AnV08n3Fp8wYu4yqwD3LwZlYIAe7lQlIuYGizE6RgfiJNKedrzJ1Qr8JnwbhasEmoByIEKzMFlRABoOxvA8FYKIVnhDFR/mN0bDfpM4NZ8r1xoE/vF7SdZ2iUBEsh0EoZJGHQa5d2/fgQ+vQU+mQFfbJOwPJOAnvKyb/udw4Aev3eAi+9cQ/3f/BF3P/8a7j/hc9i/wd+EO3n/j8wL38Wp3dew3uHa3zv2Sn+4aMj/P2Hh/i7957hOx8e4uGjYzfnOFrj9HiNo5MexyvnN6eD5MxlXAtgnemdGTQxgdbOIoKAIBgzkMdyL6e1Zmwg4yRyBAZFIE6E9udAULhfC0AJyQHpm+g3lbPM0r9J3hi+q9xjVC4BS6ORe1rZ2A7hNuKMoJHzKsVVsIEuOi57cfRCe+vVaoW//uu/xs/93M/FA0qJn/u5n8Nf/MVfXOShQ1zEhLeop98QDMrZP/nnc+nc+XYJsGDiYDzWfVguXxEWI+AGr6+Tg/VhMMqBn/IKr2CrvHuwqnXu/NriaK3xbKXx+HiNg6M1Tk/cg/j04COsnj3C6vApVodPsD4+QH9yiPXJAfTqGP1KQ/cWq16HB3USJgJAxvgsMNnEYyw4O8oxgdoIjPnPyJA8v8+CVMOkbR+viwn3EQF9fFU/B4BKrK9SJKmfOXU/M06nSd+cqP2G5v62xup9VYCU9BTsTV67OL+4Dn3DVUbOMioB82kfYbPf0fjzKwJSzAzaT+AlY26UnhXDZAbZQG7Q50QpGMCYSgQEWTawZYALvXgEtmjTwsomSS38+HgdwP/TZ49x+uwjnB48wsmTD3H67JFbJDj4CCeHa5wcr/H4eI3jtVvJXWvrfeK6RMJLQf0CSTVKiwOxbcflXjUQpJR9Msq6TfJ96fnOQX8uMaZrMleuuA0jqAr4FCRhPPKFjbMc67Ji1zdcbVxp30CLhxn4wyeqc8PSZJ3e5886z7BwUjDm2WMN4NN3hwn5jFtMwE3oJKIpdDLBL9RPW5Z2PmMCaetY9QPwoRQ0Z6DtpAoAmjbwcqr0eaoEIL38S3qApZHCAUAsK5hZ9QlLluRf91qJBwsHAL16p8MLn3sB93/gRbz0Tz+N+//0Ddz6wc+j+4EfgX75n+Dk9qt497DH/31yir97eIS/ff8A33rnKb73wSGefXSMo6enOHp2ipPDFVbHPfq1TgAg+p0rKSIAtD6NMrDAAFoVLgwDA4Ho5RSkYOzvDAgiSRhdg+R6hLLjzcFlYPweI1No/oqsoAwQQmS2hXuKs4q81DDeSBmAxM+bb8aMsel/m/zGSp3tZqDQRcdl9A2XSZwBLtgY+sMPP4TWGq+++mry+auvvopvfetbg+1PT09xenoa3j99+vQiq5fEwPRwktp8NgbQnPLmebOIAdBDka4QmuJgrTZgFTkQRIBKAFUo/a8Ong98kK+ym58mIbJ1mbaI4qiNwak2OOkd9bJfa/QrA706hulXMP0KenXsGEj9ylFQfTYrCsWzrHDtq2FG2wGssgkQVKpnDqTkcjhqn7lDgtzguxRG22DmOlkWM35N61QHay46M4v1jKvnJYSYZNMOtt/F+cVV9g155juK3DDXGfXWJWEXFWc1w5UZ6yN+zhIgMACoZNQ+r56lPqveVpplBinXW/I3IC8NGiCvevcc7dcaenUMvTqBPnX9BADItnP9hTbo1war3nlPrP0iBcjfInuWExDFQSk+eKPV2mF9KdPaECQbz6KmYZSEYO3O78cA7ITFAib/KoGFxgAhAUIGsrPReikRgJAieuDN8C+icuK5mMFnz3vs+oarjUvrGyosBsvMdcnLhy7xrJ4gm7Qaa6up4UluwwEfmkzbDLxxk/CM4Rcm/RGkUFLEcXAuLwv1cwwTY7zJNFu0Ff6MpbFoGpexKaSL5zYLuUqAARMB8LBxcm8Kz1Gqc9e4/1spIPqVM1ru19CrdbAUEEqgWTbobhkonxRGdQrdfou9l/dw/wdewp3PvIq7/+QT6D7zQ2g+9QPoX/w0Dpq7eP/ZGt95fIJ/fHyMv333Gf7hgwM8fHSMZ4+OsT7RLlOuFFD+Oab7BtrYmGFNCrTKM4H6lWNr9SvAg0AueY6fk7BxsFAqpHw37J4iTyBqFxgBKWww+g5+OdIBP0I1/t6IF96qCAZZdm8ILz8kzynF7oVE9kUZwvIHWJCDuTq5cmxkGCXg5fSYgQOqnBFHd48DhYjGFu/NPOj+ukruz7Z9Q/5MWiwWWCwWg+0JAP/qV78aPrtoAPxa9dzf+MY3cO/evfB6/fXXz7X8OqNhCI5sMqGtDZ7LGThSVgTfpsSSkBVaeT7wPO9BmOU63/Bw46CKKZ5faQ4g+Wq0cl5DtFqQrEAY40FlmwA9BEiRR5FsO/dqJFQj0DUSe63yD2kR0zL261DPvK5KIABA7u9YT5dRZ2jkTccfAGQYB+y2kRdumrWr+t05gj7ndY/NPbeLygwGwKdM3ey1i6uLs/YNZzXK5Wa/FxnbGOY6E/hU2hP+DzKwmMlq7H/O7BgHMlIJEvcsyjOfUSghBgOOHIQPkRlqquBxQb473sSaPZNl6Ce8OSrJnfjKJfkhhLq7eo4xQxVb0asBbKm30vz7hICe/GUYw4eYrLHO00bgad1SIIg+21S2NdWX3BQZ2K5veL7iIuYNjq0RwZvBFc5ZDrmhLW3jM4MNdmfPPRFMYhwDiINBuVFv4vGSlMde9H3JBDg/T2LrJOPwTJIkFRB8acRwUZS/T5hPqQEyDyUEWiWhhEsJr4RnBMFGRg1j1UgloTqFZtlgcbcLqd/vfOI27r1xDy9+7kW8+EOv44XP/xMsfuBHoD7zT7F++XN4LO/gnYMe/+fhEb714QH+v28/xv/7vSd4990DPP7gCM8+Osbh0yOcHJ5gdbx2CwzaJKytTkm00ul2+LUAAP8mSURBVJlWN1I4I2Uv/4rSL7YIGpQCMixmUIa4cKkDKJK2j/HsGLomTpLnQBGrmtDWgRlUYckQW0fJyDQT/J7aMLjErApeJhVggKD/yGT/u/NN/y+FZWynq37Ubts3vP7668kz6hvf+Eax/DEA/N13372Qc7pQJtDLL78MpRTee++95PP33nsPr7322mD7r371q/jKV74S3j99+vTcgaCLDmNMQJMBP8hs0xUzB0yUU6lSCCUCokJAEDf45GXxbfmATyoBnfkXzJrI5Ig2ywQQ5Uw6eBXwgagrnoMr3ueBJiMkpyo8uJSUvt8UkG0HtdiDPDl0/zcdVNuhWe6jXd5Gu1yiWyi0iwa3Fw0WPk18IwWgPUK/XkGv+yBbyyeCVD9KLyk7xSZNMkwyXPtx42OdgGQ1aR8Pya7ZXGBmE4o/N6ada9RJwdOzD8zRR8o4CxvuPMvY7sAbdoZbdJy7qMdV9A0XnW56W0ZN2N/Y2V4yQglgnfUT3lNHBA8gwfqMoezL7eNX15RMnl0l1kjOktoEWKPnrBIiDAIjCC+S6xJkTtaglcCikVg0ygH9C4XFXot2/x7akwNYY9CvjiGlQrPcR3frHrpFg3bhtl80KqzgJoamg0UBMagbLQ4ogeBXxNkyvI3H2o2H1QZWebBHRgZQkhGOgUHpvtP9gaz082N13MS/aGohwJWdjm2MtsVxh9FmFDgilvOlx65vuNK4ynlDSe5krJv0GgsoIJ3gCgkBPSxjhnyF/IC4CXT43zojZ8s+j54/nukjLKQV4TuSggVT6D4DlIBk2Z8yoBEQRMwdAc9MgYWWAk3CAnLjSitd1lwYHT9joASBGvmkPYDpHlhvlXTPZ+mfs7SAy9iQ0vdp7bKB1RbNnpu2tssGi3sL3HrlLm699hLu/ND/g/ZT/w/w6mfRv/BpfNQ3eO9wjb//6Ah/9+EhvvXOM/zje8888HPqgJ9nH8EaDdl0MIs9SHU7XAYlBRaNA4Dof+WZSq6OOvQp7nbwixLKW0U0XQLYGJuCHTkwxt+7a+Kuj5QNIDUSHpiQAAOCaFcCaADyW4pgzdADaAx5MexeszAQkNZGlhky8LJUBAcE2XmF84X/PdViRmawS0/BvmXf8Pbbb+Pu3bvh4xIL6KriQkGgruvw4z/+4/jmN7+JX/qlXwLgQJJvfvOb+PKXvzzYvkaRusqoSQd40KCqti2na89hjHDDRoNIF88BIH5sqQSsFrBcziQlhLKgJz/3MeC+BvxcrTHOTK5fwzbwwI/2rBoNyl7Gg5ejPC0xAVfYJCQP6rD2WoW9TqHxA/12uUS/vO0e0Met27bp0O3fQ3fnPpa3Oiz3O7x0u8MLt1rcWzTY7xSWjYBYn0B4IMis+iL400kBbd3/nfTGdK1bbVBtA9k2LqtWnhktY0hRm1gTV2+Ta5pdA2p3ysAjPdtLZtc1bItU1scndSSx499tGhFIVMk9VdquFLX72ZpUfkgT5OsSg0wZM7bfxfnFTegbjDYQ2sBKJ+9RHkiZc59LJaEL6WMpCLCy2W8fMLEPkPQcsDDsGc+fLVN14BG8gNaT1U8m8NzfyARAKrKPIpgioESkftOzl3dDwRenX0HoFTolsWgE7i0bvHS7w/27CxwfrHB6vA9rXoNqOvSrYwip0C5vY+/FV7Dnt3vpdod7ywaLRqBTEqI/gVmd+EWBCLJwwIeamy8QKBHTvvPz4u0nZAqilcKNAwj0iZKwZJsgtU4zeZbAkNifp/27ZOOHvI6hHqEMOejP0z5IzfaOo/rX6rlNXCRoWz3mrm+40rjqviGyNOJnxrpngqHHF598CoGArgw+H0bx18S9WKgCbOJurYGATDI2ScHUQYD3fiEvIDZBn7g/HfhDDBSvf5OAgsscZlsHZAgPaAjVQrSdY8EQc1SqyFjx7I8kGxp56vhF4lb5l8xMob1kyXJgRUk0yw7tvobsFKw2UJ1Cu99h+dI97L92H/uffAXtG18AXn4d+oVP48OVxLsHa/zdR4f4P97/5+33DvD04TEOHh/j5MlDrE8O0B8fQEgFtdhz52etV7wJ3OrcnORWq7BsJBoJSE1Zv7zSIH/mk1eo9w8VTRsoWpTZzaAsLw7Xw8Zroq2AUirYT4Q7igC3IJtm4wT638vBhNHpvTDz+Ua3LwFLBiLcZ1IIwOrk3hr4Afk6Evi1CYvHChnLu0a+QNv2DXfv3k1AoFpsCoCfR1woCAQAX/nKV/Arv/Ir+Imf+An85E/+JH73d38Xh4eH+LVf+7VzP1bOwimFlNLpPxn7gQetxEHJWQBQLcKKnl/1M1I7Kh0BRma40gfQAEyHAT/9y1P8AunAirYSSkIYG4AGqQSsEUTPCavEpclBqAvRGrWODxxCu728qpTm1QEr8I7/blW181RE2amwSi2VikZkRqORArdaiUUjcWfR4PatFif7Hfq1gTUvQTYd9PK2O0a3h27/DvZuL3D7hSXuvbDEa/f28OrdJV7ca7HXSCyUgDg6hT1xmQUoixlNqqhelJmgk24yojoHAMkuGj2n3gc+ywJ9EFJAlq+j9GANXQMTPnfXUbU0mRjKNOjvMcCQX//cyPU8YhsJ2yZRu/8vLXarvVcel9k31CJnIzgfoPAtJMq+QFZboB0ve+oe534s1W08ECSkQygI7KfnuDUWVkWZVWJaTICzFBEomOEbVopgSsz8Y3LwILJdufzIDfI7adFJN1la+TIIACKQxZXvEw6sTmBPDqH0KfYahReXLT55b4mHB7dwcNLDGoumVTi5tQ/dG2cwumiw3G9x7/4ePv3iLXzy3hIvLlvsNxJKn0KsT2FPHQik1+niQOyzEOrGXzL0DWIA2s8B/Vz/E4FDYoxZOWxD6l8JXCsmc5A5c0sM/g+p6gt1pPEFbwPub1TLIjk2JtpGyngtY9c3XHlcZt9QNTtGCmQEiZiQbhxIHmPW/ZZKs1zuL8QjGPhyXxV+31kD98AwgHKTSSkVBOxQlgPy1snYRQXDXguZ3K8kUTJIvYusdYbOVjpJmJQKVjUQnn0iGt/5GQ00XWyLDPgSBKb7Z32rJKS1aKVj1gQmEE1TMrmS6lqoZYdmf88fzn3X7i/R3d3H3oMXsPeJV9G89hngwRvQ9z6ZAED/+91n+JvvPcG77x/iyYdHOHh8iJNH72J1+AR6deJZQC7zrzU6AGlNq7DXNbi9jCoDt5Bw7Iyr+3W6IEyy5LZ1mYRbl4mSTJ2tbNx0IbkHRHIfRJYUu3+shbUuM9iACSSEZ1/Fe4zvGxhh2jjjcd2XkRgZAZucxSYFYIkF58tTApCwrky614i5RfcBq2dtjEOstbze4dyLrLx6tr5LkeVecN+wKQB+HnHhINAv//Iv44MPPsBv/dZv4d1338WP/diP4c/+7M8GmrfLjNKA12qT3rz5d6UyKit/pYGSNSaYYXEp2NCoUYbBfYSAkFD73XbxVxOBIgurBVSnEuq44XIBP9DjXkMJFX29Cii2NZ69RA74BRo9lUmDZb6SSuBKBLB8eUZDmh5Cr9HKFrdahXuLBvdvd3jl7hLHKyc1U43A6V6LfqXdwLuRWOw12Lu9wN0Xlnjj5X18+v4eXtnv8PKtDvutRKtPIVcHMIfPXGrJdZ88hKiz2VNxNXpPSTR7jWcByUEK4RBGu4cwZ0f1K7Zim19Lf95a0gIwpHLXhzTONKGIg2+RXLNQFgP/+EA/MXutsNDmyNXy47hjZfcwu0+2ibksiUsJLsyeu/0uzjUuum+YAjY2KssDNjXpTGlCfxHBJ+lWWQj/vCfzYDfhT58R8RzmykPLbKCxbGallOSqU1ArA9NpdMaEZy5ViQB5ek/PUL3qHVhz+Azi5BnuLu/jwX6LJ6dLnLzmMrZ8p5F4ut/i1GdyEVKgWzRY3mrxg6/ewede2cdrd5Z4sN/idichTh4DJ89gj56iPz6FWa9jv+jBn7g4IHy/4PoG1UioVoVnt+pU0sa8ffNnY03yRExJY0zCDOAsIPL9oXIG10nyPiFe95o/EbF+8npu6uXDF7F4fUsxxgK6th5Cu77hyuNK5g0MwEjAH2+yG98jTJqDabI1gQlTszsAUhZQ6gvEfj8BCMoYQSLKvoQHfSwbb0v63wNLPA24A5Wkm6xXfnacvSO8ObE2cJIw6QAgKxuXZdG6FOLWOG+2wEwBwrm7unrZlxRoPPDcwv29aBQWSjomEPm9UZ2lApoOsm3QLDuY/SVU27iF/rZBs7/E3kv3sHjlAdSDT6F57bNY330NH60lPjha4+8fHQUGEAFAzz56iuNH7+L0yYdYHx840EcqtJ7pL5sOqpHoFg26TuG2t5q43TXolESnhGOoUiY3eknl5FrK1Vl0S/dqO1jVAt7AmduD88QDBOBx7zmAgDkHfMggx6MbJgI2RN7iobzPEjeEHmSKS1hr2T2b3b8crIksIJvct8n1DyBVKjksxaSkqwB2FTYZNsJFxCX0DZe9OHrhIBAAfPnLX74wFCuPbdg7VmvkJrRGmyTrVC2EkkBhUkyTAjfo4mvL7PvMg4EP3IQWAdwRZMbvV/ck285qEiproPMZQoyF7CSU9tsxP6LIQJHJhMYaA7PqHbOlX/sHm69fv4Jdr/ygNB3wCQ/0tMdutRdAkFntKQnZKag2So2Mjqwi0Z9g0XTYayVe3GvxCQ8AAcA7jcThYYPVqYbp3fGaTqFbNrh/d4FP3NvDGy/fwusv7OETdxa400nc6STk4VOI00OYw6foT05hVusEBGulxJ5yaewJqGoXznCuWTaeDdSmA9TwwFee+aNdm3g6aN4mdG0I6HHX20Z5RKsgO3YdGMBHk02SAgLpJEEkA/4yA0gGsI3ddyMD9bAf8xWqBTeu5hK4mKqYJqKlled6mSVW3oXGbrX3WsRl9g1njRwA4mxPmtBPMVEBAqc2v9+dxxsyxqdjKkkgSI6J0RFlQUMZ0CaRS5H485S/D3VcRyaK6iT0WqHTFnv+mbvy1VDCAS0tM9+32kKfrNAfHUM9ewR18gR7yzt4YdngjReWAIBWSrx0u8P7z07x5GiF096gkQJ7XYP7+x0+/9odfOruEm+8sMQLS4U9rCFPnsA8ewRz+Az90YmXCUfmkqsLHP1eIIBAy7BAIH0/lic5mL7eBATlnlFWunsgGROQvFinLyqH6isRvXaI8UWLC6l0TYaFJXd9UvlXyXendk5nAfGnfIeuFYto1zdci7jwvkE41n0ppEi/cTIeEbOEZT45jg00ZC9wdgLP2jS7iiFLmDea9YCBgYXVgGGgUHyhfE8SEOROyJVfOa6FByH8uVvFJGGqCax4IV2ZPI08lUtG1U76JbFsLNaO0OplYIL5AfnFAKq3l1KpZYfWs4D0undj6mWH7s4+2hdfdADQq5+BvvMKnpoWHx33+L9PTvCdR0f4hw8O8e7DIxw8PsHB48MAAK0On4RMw41XGcjGeZC2iwbtosELt9pgM3Fn4WwmOiUgTqLfqNvRy79a5/8juiXEYi8AQabpANnAgMAQuhdcP0ZPf2eULQbZp2y4FsJ5AzGJlBUiyb5G91Xw7BGA0H3CChtImSRj/wgR39P9x8ql9xI2BZR4mZL9DphXEQU/Ot2rTt7IJGY8ZkjA5v+aziEuoW+4bAD8UkCg5yWMIY8HkzB9cvPGOeWQPwRNEuZEZAGRz0MGAMg0Ja0DAVy9FBQADasEVBuBBwCwjD0UfGi4nMxQBi3vyk8DPfLC6Zm/jonglRvkO5BHdRJ71kIJ53bfSQHVSLTLBrJLj2dPTyDWxxDrE+ztvYD9tcTLtzqc9gbaWux1Cvf2Wnx0uMLxqsdpb6Ck0+je23M+QK/dW+KV/Q6fuLPAy7da3FsodOtDiNNnMM8ewxw5JhD5P1D7qk6iO7VBhtAunLa4WTZo9pwXkGob8Kxg5JMUHvzGsYDQr2BWPfOY0NG/KbCARACCwjXoZNJutLLMt8mBIA4ihQE+S/PsLlcE2oSO6Z/5fWuyiQXdR/nf+f/jZqfbAzglH6XLCJGtYszZfhc3K2qT2qIkbPT+d75Ac5hHzgtofJucPeIm/Q7sIQ+gxFJx5d4mIEFB0gogYZ7w48zu2xhgUDMpltJ506lOwRqL1m+31xsoYdFJy+S4kS0KAHqt0Z+ssHp2iPbgMZqDjyCbJV64+xpwq4ESe7jTKbx8q8WT0x5Ha42V7x86JXFv0eBTd5d4sN/h/p7CCy0gn34IcfAR+kcfoD84wPrwBP3JKmTcksoBPkogqRcxRFu/QNDsNWFBo+RVU2IBlbYxQBgfJN+R595qKFcLbeuBQABQXrumwkILkxlT/yPr3lADg+iKNLkUNfPq2nk/T7HrGz5GIeTGE7XIzBBhkmpHWBQCw4lq/j5IzGp18pNPJSQ0POtHCghiAkliaSD1Ayplgwr+QwQeZF8HTxr3oixhiSRM9s6jxpqYvSlnj8BLkjwTaKFkYLooASwbiWUjPQOGsWOEM50W3RJybx+tMZBdE8bWza0l5J0XoV58APXSJ2D2X4LZfwlPjjTeOzzFO89O8d2PjvHdj45w+PQUh0+dAfT68AnWxwcBAAKQJJtZ7C2w2HOS4vu3F7h/u8PdZYs7iwYLzwQSep0YVwspgaYFjExZQIslrOqCHIzYMLFtBJSMXqHu+gmfQTO9IMY6ZhaEy4qZXCcv4SOWDZcHCr94XZWCEeAjmwgE8axjiGVScN+mYlYwf/2iH5ANgCLdE6SICaw2qjdn8wRWkYjlFRhPlx2X1Tdc5uLojQGBHJtnswHteHmGmTiyLB5T5o9+27ja5wCWfEg1kFVJN/EQSvoJvJt80OCes3/KK5AEBPFj2OT/6EGTrWhrE8AMfbIKpQT51noN068TQAVAlDR1Kjj2y1WciDR7jWMCMZDDGgO7OoE5PoS4dQh1eoA7i30nI7u7RKskbncNXt7v8PS0x/FKQxvnSr/XKex3De4tG7x8qwvgz72Fwj5WkEeP3GD/yUPYw6foj1dOWkB+QH5VuoWz83CGc25w7wb4Es1eN5w8EehDzCijnWfFOraJWfeDe4OzgHj7lwCgfKDOfUiiIWxkCwkGBElZXpGOK8hxdXksBgBQZdW3BCTx400FZw1dWexWez9WMSfT0BiIUzLQBTxjlAH+NMDhfZHhA0ZWn5rf0FhIJRzjc6VBiQDQuWeMCrLQ4TOeB5eu8TOayxSa8xwhppJqnVStha/jSjupsh8cqUYGrx3AAUv65BSrp0dYPH0C9fAdNN5/4sXbL6Pz8q5Xb3c4XBmcao21tj7TjMB+5/qD263EvlhDPv0Q6uAD9B98D+bJQ5w+fuZBoB7as05JzqzYBKWVDgAK4I+XCjtGUP35WGsbd5+o4na83bm0mLzsIljlzMRH+wPqk7M+jN+PBHLGRa75a6kJu5SxQAfM5oLf1dzjXGm/AOz6ho95jElLiJlhhYhSMJLpGFO1lAAQzHUHZXKPISFTNkQm6ZJSORkYABgbABwJn12rdnDrQQTKOMbqRPvn+5qQocqfs2wgVOfADWsg+hWs9bIflYIHkkyqhQM7Fo0HO/wzgTJuKRkzg4UQ0nnrLJYQy30oALI5cd81LeTePuS9l6BefAX29n2YWy/i0Cg8OVnhw6M1Pjw4xQfPTnByuMbpcY/1yQn61TFMv2aHUJCNA4BCspn9Dnu3O7xyd4FX7ixwf6/DvUWDpZJYNgKyPwVMnzFfFEQDAK2Tr+3tQyxvQSxuwbQLJweTyqd7p7YWECJm2gLAvJM8IJRcOouQGyzzqPK3QRJSiAFbJ5eCDaRbxPBigF6OXwgwEMTo4XOPZIGycfeEdItAg/ohsoBCpjs6RuFZSlIwk/cnzFPp0uIG9g3PPQjEV3PHfH1mleUHx8TcIfCmlva39jlNBmhyYFY90DXpD7uQZUsoBWEI8GmCqbTKPF8Gq3tKwsgh48hqGSY/BCTRwDxICZjPi/Hp1IWSkDgJTCATsmy5bWJ93cqjS93oypFdXF1tlm4VVTKQw6zI9PMI6vQQtnmC5X6De4vOrcCqBV5ctjhYuVXetbEBBFooZ9B2b9lgr5G43bnXYn0IefQI8vAh+kfvwzx9iNWTZ1gfnQwkd+TtAMDLshS6/Rbdfodmr4Vs2+AJ5G+CAAIJ6U2zjXaeFasT9CenftV2yK4Rxnq/Dt82Kqa6JLNsuha0T2hHyIQJFszBic0VfIuikXV+D/J7jfs4jE32os9EeYIz8BiaMWCvGYxeadzAh/kupiNm3SrLhuk3mLOBSgASl0ZyiRcBQbXI+425BtH8mWBVZBjyZzzgfrvcvBhgz4CsjyudSx3ImAdWueNGwKNFA01Mn056/6IIjCdy4ZVjAvWHJzh5+ATN3e8BAJSXD99e3sP+8g7Wyw6n2mJtIsW+kQKtBPawhjh5DHX8CHj2EP3Dd9G//12cfvgRTh8fYPX0ENqDUVSHrlXhveocMNXSAgEHggoASx41sNF97tu2AjjGZ6xFyRRaSJFI/wIbl/zsCiygufL4nFGag1x8gSveLzrrD4bnnrBcCwtYfAxyLWLXN9zosEJAZAbJ7gtKy+5ltcJNtOmWth5IoUxHiSQMqD70nemvDeUUJ66MPSFEpQexBhLWs2tcQYKVOZDUjN2X4R4XYVLuztemCwM2egM1TZSEQTawDRwrhtWdyha+jo0UPvmLa9PWWmjjJGJLSrvOZWy+LQKjZrkfZFYA3Gd7+1D3XgL2X4RZ3oNe3MbRUY8np2s8PVnjydEaz06cV1y/1uCZxlTbhcXtptvD4s59LO49wP7dJW7dXeCFey7ZzGv3lnj5VosX9hrsNcIlnFmdQvSrxAtItJ0jILRtwl6yqgNUB9t0zkeJ+hrPeHE4vnBsqiCJigkKhIjJHsiUWdt475SGC1wGBj9PiSygCmOHGVdzn6Fks1C+v7e4rIzYZvRMp3tBNp6pFO+hvK7EBqL7NrBm+MZZXai8tCy+rxnsc65xA/uG5x4EAlIgaK4vw6AM5gvEtfthZXcLcCmR4ax6WD8gK02wHWggg4yHaHPJNgz8yQd2SknoVQ/Z0bZ+0L1yg35avQQQjCT5uZtVD9326E9OYxvw1ex1D71eh1VKkiIpzwIyyQDRTbQaLwVTbKXXGgN7fAjz7JF7YEp3C97au4fFrdvYWxvc6SxWWqE3gKYVY4+Sd34FYa8RaM0K8vAJxOkzT/d/H/rhu+gff+QG+ienMCsNQ0yg1oNrvq6UEr7bb/1gv3NSMN42RgPrdXDmd1nCDMzqxMnNVr17JUabIkyEeNsHKVcYsLvJBl3bNGJmIoDuQRH2qck9wt5+Qsonf5zBwxkKgGOizZEC8AF77mGxTXA/oEs1jr6BD/NdnE/UGEFjbKDou6YG3+dlIzxbo9RsyjPF7ZvKwgCXKhcr7Rcdysd2ixkq/NZKqcnnRpz8M68LJQZ/+3VfSCmglQkSJblWoY+goOehq6tFf7zG6tkhhJJo9z9At17DHh+61d87LwLLO1DdHhbNwg1eycts3QN6DXnyDDh5BvPkIfSThzCP3sfxBx/h5OFTzwQ6RX9MDFEZ5NMUnKVJABAB98EXKAdIZkjB8u9ldp8ZBrI7eXbFBJN5PXF2L7FyNwV+UkByuB9JCPm2JltQKCVGyOtaaoO5sanP45li1zd8LMIxcMpS9trTmCahxmIgCRsewEuyhPKmx3YAAA2kZeQvxNlAxjgWui9PCQUjAMVoIVxSI0oSsKRekRmiZANhACkcq0gwoAGIvkAhxTcxRsgYOlQgBQ+EtZ7lY50ptAeCjAeBlERMDS/YMYlJ0iwg9/Zddds2AA2i6SD37zgAaHEbdnEbx2uDE21xtDY40QZHKycRtsYxRJ3hc4dm7zZk08FlBOvQ7t3G3kufwv7dJW6/sMTdF5b49P1bIdnMi3st9luJvVaitT3E+gQhe7LPBmYbuGxgTRsBoHYPtl3ANgtAdcEPiMJ1kQJSOm8nxwyK0jlFIFFyK0W/1VJQOniSgQnTOwAoXOtMxsQAIOdr5N5DqiLzRhJzx5gI0jD/puQe8PdyLoGjerr/4ZliTAqW37dMHjhLCnYZz+Eb2DfcCBAoD+4BwyOyO+oXhvv58H3mU+Xjw1trA1VoYhO2LWSU8mwgwA+k/cQjB384K4jqprrIyBHaZ7NhwEw8xnCV2HgmkD5xvjditYb0LBOrjQOAVv1gwCg7hcaXTaurVF/ZyTB4pvrqVY/+6Bhi7xnQdFAAlOlh+hOI0wPc6W7hdruAXbqHJweBpNVOk9ufQBwfQ64OnAn0s8fonzyEefoQ/eOPcPLwCVbPjpwcbO2uR5CuJbI6x8ppb3fo9h0DSHZNkFkF/yNC/+FAIWJM9cenzlti3cOs1hkTKF2xpc+4f0Nu2kn3Bqfp0ySRJio0AQn7ygILyMQMMHSPBbbSBtnBkjLZvjmINAYA5SmpS3KCXeziomKOT08tg1OJDURAkANWHBAzZvZbSsk+xxcoPweAgHnhj+vYQHqlHcjus4Pl+1BYbYCWgbeFTGbnyc4TSkApSmfvAHfdqaSP4OnmuTdRf9Jjfejo/7JtsD48xuLgAM2jDyD370As9yH29iG7ZUxVDABeatwfPoU5egZ7+BTrg0OcPnqG08cHOH38DKunx1gfrqHX8Vy5JxF/RlP/ReAKT6oADEHBvJ+dihwEic9rxwKKgH1kLEnGEMjlxdSvn4UFVHtP55eeq45/F+7nOcDm2DF2sYsLDyGAjBUUvXKEmzx7Q2ceA0kYEMtIwBATfFykQJBWAZFZlEvLIhuIlcVkPVJIxwyBGABB6bmxyflgSRkJY0d7ZkbI5sQ3s8SIspAhS5gHA3xmNJudM0wPJRq0UkBLoFPCn7+AV5BBSaCREcAAPDAnlctAttx3dWr8yraU3nR5D2axD7vYh2mXWJ1qrLTFWrvMkYDzrmk6haZTaBcd7J37UN0eTL8KUrBu/w5uv7CHW3cXePH+Ht54eR+fe7CPT95d4pX9BV7ca3CrldhrJMTpAUR/6s6VmEVNC4HWM4IcCBQBoKVjAakWmrUntTFgYQWgwMAbgeiPRPefjxpRmD9iUxmYByC5MXR2X5CXk1VNwgiyUg2lYML/Lkpm0FQmz1jmfzPGDu+8nAVEWcxCvTeIy1aD3cS4USBQAGC4oe8MZkGYNNOgRkYQKbCBZgymOKOBQgMQRiZgUE2KQL5AEi0My9GbM5tySnXqNeFXVKVBAw/MKDHI4JJ49GjjsmhJCd32oUyjUnPhXPYklQzsGgBuoL9mAIYUwWuH2tese6wPjyG7x64y/Qrm5BDy1h0oj6KjaT1CzW5PQrb7NYRewRw+hTk5cv8fPYN59gjrZ0dYPT3Eyv+vT2JmMBosx3ZyMoRo/NlBdm2UFoZ26X2b9uHamXXvM495HyXvBxSMWWVM25y3OTF5aoN03l3zSR+XjEUWUGQRpcwuTtdnq8vs+m0CwAwG/1xakgFBcyYdRT+hywaEiMa6yfa7uBHBJWFAmf0wBzwK5VXMfoWS0Q+IwGcTmZQupo2neXnJPp4JZLQFVhpQ8ZlDYAA/Z82kvK4uElLHZ0ftuSDcjCMxJU7O37dnWkfaF5515HzuVCthjAWXr1FI5b7TK4PV4doDRgarZ0c4fXzgM8Us0SwXAbB3Bv6UDdH1L/2hk+muD0/QH55gfXSM9eEJ1ocr9Mc91t4PyIF/znxfdfz5PDTuDyBL24S6niUSGXsCrtvAAipKqxhYxeXdaT3TvmXqXs5l5lPP8NwLaOrejYylerlDk2yb3L+XGru+4eMXHGyBm1Bra4uTTGOd2DWRhJEMhd8L1gBQgQFEP2deps3L8Wwgi8aNd3kVCYAQEkoqwFgP2iAYKw+MaKVjng7CT7hJqqaEA2cc2hBrGHockvZIAas65jEjnC8QEJkbxDJSAo0FWmmhAwgEsidyzBfvCcSvg1WNA36shdiTEJ2fC0kFqzqYbs+BLc0SK23R6yg3ogQyd5YNjhYKy1tukaDpFEx/y2VOlsJnAVO4e38PL95b4tMv3sIbL9/Cp+4u8YnbC7x0q8XtVmG/lVD9CcTqCNAr5wlE7Sr9GNzL1azqIgDULtx72SQAjhAOuAuZvNjnJPPLfXLGIl77lE3j0tj3KQtowARSYZ7lTKxVYN0QEEgAFb9nBqnm8zJDGSj6Tym67uF8EbOY0XEYUMVZSZYBtNxPaaPn9VniBvYNzyUIJJRCnpGoJgkrAUFSSujCJJTvL4HEN2HupbRsgMRDow8D7sFAmdWPQACJFpY8aLKg7XPpAbWL7JokLbxZaYjCym+QaGnnEaHXPcTJKoBUpdXkyFJxg81mrwWwhlStX5VOGUecfUP+SP2RW+VtVz2a40OIo2cwpAFuO8DTK5Nj9+uQmtF5Ch3Cnp6gPzrG+vAY+mTlBvpHJ+gPj9GfOBZQAKzoSenbhA+a1bKF7JogBeMeUwY9GB4HvVozJtDKMYFWMXNavEYiSLiAOBCWbVOVcnFwLQeCaFtexzleQLkEjCZ6OWjDz1tmbVAqy5Whi4BOvP6XSOHfMATXNc/cfhcfv5jyBiKfF84Gmlp4ILnvHDZQYu7r2X2JlIx8wzonsyod2RqXaVJoASOddM1g7Rcb2ECfSTyTY2YMo6nfO19kAAB4qZfqrAc3COyw/lniB3jEKPXP7V65RQX19Nj1I20D1bnnn2xb9z9ra6q/PjmFJoB+pb0JtIFe68BECuwaKdyA1EuWVeckbJz9ozyTtZZpK5fDToEiwVsnM4TmDKkouyrL7nIAyNUvsoDGpL3bZO8yg7qmz35efx55e439Nq4LC2jXN9z8CL5AxS8de0cKwHpfIAPhvU2iL5BAlHIl2b18GQEUsgYC0vu8pEa5STlSwdrGl9OD0s6H8qgsD0Qoz9gQJaEMY+YM6sbKlHCyLWMdM8V4kKJ0R1sv5ZJCeODAuMk7bc1lcdZCGA0lXFYt6mcMItkjMF/g/ZeCQU4D2zgPICgFmIX70qepdyDL0rFstPWmy+48lkri9rLB/dsLnPYGQjhGUL/SMRmBkmhahcVeg9df3scn7i3xqft7eGV/gVf3OzzY73DX+412to8sIE0AkE8JD8cGgmod4NO0ngHkZGBQLYxQ4Tkv/T/Wiph8h7F+AqiBTJJH6qvCNRGIjKGBabOJ90y6k4w+QCpKwixPZZ8fZwr84SwgqaCNDUygZFMRmV/OGNtnMePspUqUfZAud6HgJvYNzyUINCcST5vi6qZECUiiMMDAN4GvmJbKncp6xAfcwPiAqCTx4fuIzCw63VcFWQKtOktGNR/USxtg5R5wPQCVgUBccsZXix3Nvwmfu0www0GgZECQXjuqv1456Zl8dgjVPnEyrAyE4edOIItLn7uGPlmFMvS69/4/jpVjVjoZ8EslopGmivIE5/nQOQBouUjO2WoDjTWETplBxIiKfkAeFGLU/TDwVXHgnoM/cwfD+SSQPhNKFaUmyT1MgE3GAMrvz1I5g/ZnzB+b/b1thMnEVcjCbqC2dxfzYw7TYMobKEmxPsIGSspk4OoUG8jVMd0vfW6kQJAJw+wIqDgg24FOVlsH9q96qK6B8c83y2S/taDMVOV24uBEZNTk31G9COjggJD2vkZU77XP3LU6XA3KkgzMT8uOwEk4jk5ZR1yCRucVMllm4E/O2uTHLLXVmBSMjjPcJ16vtF1sxiTlbF/HsqXFDN6fcc/BqQUCHnO92PjYh1hA0xLj8d9ZiQVE/18JG2jXN3x8gqRSjEFD5tC1O8+xd1IpF8RwAiusgbVOLiWl8qbLEQgiw18CmaSXQhGAlKSdB0ByMCqTdFUE8QyymgVmkS+Sy7YY60IJBSNpVwttneG0tZGxYn2mMAs40CCYaAMw2cSYgCoh0KgOkAKdTUEgYrAQKyQcRzaA1IDyi8A8G5eQsKr1MqvOASy+v1MiJo65f7tzyWSEwJ1lg2cnPVa9SbIM3+oU7u11eOPlW3hpv8PLtzq8st/hhWWDO53C7U5iid75jfanEHoFodfBFkI0rffSaWKdGgdMwQNURrUwLDuWEALS2tj3ZKBPYAcJBvx4FtlUAtEgRySQosYCCmCNALwMjANAmgE3G6l5GRBE17cEABHgp6SXwWXyNbqPgkH1DD+gbdOwbxU3sG+4cSBQnir+LGyEfP9cFlPbh++bb0dAEK0EcoAlrKRi6Jcyd5DGj5mUl9Qgq7MxIVuJlTpI2Ii5VDvvwEbRcTKjVMyyUkpFb6UO3kJWG8h1A61WSUauEk2egBYuwSIAhoAZ4yn+el0GvHIAiINOpTTr6SqnCWBIyJRmGChSkVHwFWQOAOUsrhyQpHbg4F+Jqp9IORAnC3ka9xwAIiN0q000duP1KTDoaqwfnpXouQlLTocbbL+LGxn0/KsF9/CZSjU/t88hg+j8OEMgqJLFLAeQGBBE7ME8nIF1ZH9uGoJpGqbagbYpy8PcvkIakIOSY0e5Zxhn62zCWiGAh4Mn+Xk6kMT55UVvNjEJAJ2FUVN7LpafpXb2tSEfI6kY6FbyiNuApQSg2kfF8vKMYNNeSHMXPjbxVLqw2PUNH99w1JrEF6g2yQzePiMG0xRkujw8nNdGAYFJE9POy6H0hMmwiGGEEhuC2ElMopaDSgQOEOuJWCUCltzuQt3THf0xgxm0A5dyICgYWUsF5SfywgIaNqSEF8W6SwdQWOP8cxh1KNhEsP1IWrZsJBaNDGwgAn26xjFTtDFQUmKvU9hrFV641eKl/Q4vLlu8uGxxp3NZhzsl0CkBceqygQm9AjJ2bJBOySZ46kCqwKyh7FgDRk2B8ZN/BkQAhhhotRgANZxNUwMsOMDCPHzyFOwEUsayCyyYpBx3TxDjKoClYLd4MLBGkm2sWPZEXIlY+Ab2DTcKBIrePnFVds4+QGVAhjobaFAOe0gEnbyOGUBIAsDLzSnh/BgpcFMGCXgktHhEMMhK7WRtq959zgyDqa5CSScF07GuQkkYGVOQl4JMrJu9LikPqAMDZt1jnbGaeAzMhwl88QBPvoJs2Ip3sR1D9hQZUrK7gb43gW7b8DdnjoXrsk4BFQ5AWWPQH68GjBjuj0GTiOBfUWjPMbZBydy8NNAP7ZsBVwSSlaQePCMeLz+/FjkLyHlD6XifbxFXbgp9AxH9Xbjg4OlUJIxR9uzj7zlrZwDq62gQDSBJ/U0gay7NCfRwtZlBNO0Tjs3+KgFB/Byplk6y6+TJQkuobjgESBYlQv1N8AUqAU38ucE9YHIWjdUGaD0gte5dG3jzfr1CNODXFnqt0R/30GuX4ZEyPVptw0BTFwZZKqyoeoBHMdaMjFJgVycRUsFHQ+gU/Jli1EwxqEqRXp/UKJtL5aiOSZmZfI37FW3DAuJ1rY9v4uJBjQU0JQUrlnvV/UApdn3DjQ7CXayftCbprpmESwrH3uGSMApjPfnH+skogS4DIMQBNsL771jYQYYn97P3DBHZhKxbwhpaEU7qF9hApncp2+Em8QRWhXoEJlAD8rRMQKUgL9OBDUSeQBY2AX+EcCwg8gUCsYFYWeHU/R8kWxPWoJWt80UyFspGARuXPhlrIaRy56e65Fq4jT3gELx2XCkSLhX97a5x5tXCZSK7u2xx0uvAAgKArpHoGscYut01eHW/w71lg/1W4VYrsd8KLKWFPHkKsTqCWB87IMh77MD7zwUj5ab1qeAXCRvICAVtbTguEAEVDvyQ506OhZEvD/eS4vcL9wwKflBM/uU8dnIqTgRrLGVh8ywgbdx9yQEnuub8miZ/c+PxzBC6JAUbYwHlbKW5MWC/XXTcwL7hRoFApRhbmRVKDQYh+YCOZ1HJ/RHyfThwASBIBABi4/QBCArm0wVmB5VHRtGbrtoSIMT3Ip8gAsh43ZP6+zT1fDDJV/Fy0EC2nrbZeqDKv5UZuJaDOhHESYEdvSLZkk1WhGmikK+U5j4UPG1uu2yCDGwMAMpXKXMghYMfBP6YlWcmrftk9ZIDQKFstrJa8rEYky2GdmYD9JoUMFnxzSRgZrUeHKPooTXCKIpgkg7lU5lC+ixmhTrOAb3ymEq1fdYIGucNtt/F8xM5w7Im36HfaylD2JhEaixdfGB6FkBWqps7fioJS6SklWMO6hCPHIAgJEwYG77nQJBUFrJz2RpLYEfogxhQ5Y5XBprc96kXUIkBSRnKhG9vblbtnvOxHfVKB4Po1VpjZWx4aQv/SidVyvtMdJL+d6+lkrBaotlrAET/HNWp8GqWzaRst/aMpnbm90Qu4XL/p2BiqQ+sBUnAaGFDdSr6AKkyaJWzgLY18nf/6/R91o+XYo6ca4oFdBY29zax6xtufnACTi2IvZOzgThDIqZ4lwCcaXMwDybAxgCQxgMcSLyBjHWTYQPhmSvKAzg2Tob57c8BK8ggyRr4G3GGDuBBG4N8MxjtJuRKoo1ojAeVMGChuAk+SeAY24jqyQEr0wdAi6RuSqSSI5Kc0aGthQe2HJgVACWSsonIwoEH4Bol0AHY7ySUbLFsJE56gxd7g5PeRLBIOP83ko3dahXuLhT2GoE9nwVM6VOIk0OI1bHLQtyvIwBE7UqyNOW9i1TrPYq6AQAUpGBIwR9FKdetBawOGaHhz5va11D7+PvFImX/ELPGgSEmgimcXcPlhfRSHgDyKewthsBNZGuhDrQEIEiMSsGkryulhFdSuAUfn86+BJZwU2jD7kV+v9C9lmeou6i4iX3DjQOB8oH/ZoOcoYTLMAZPab/i5CJjswhFWb8iEMTLHZP4xM+GZtilSFZkAcBn+QpSLDo+q6c7Fq1CaghlYNZ+Aq+zTCN+ws8ZLQHU8P5APHU4N7fW3tenP3Ypes3K+fbotQkrvnqlg4knX/ldFwbfLp2icCl+s2wuzbKBMRYKBMg4AKhZdj6zTAspOUMnH5zPA39Kg37O1hEqNTHNB+hSytmsGD4pGaReL6xOx2xucfWWlzUWg9THBS+gZFJRkI9d67hgRP9rX/savv71ryefff7zn8e3vvWtjcrZxflHDvikYEwaNUktn7DW2EDnaRBdqpP158HrVcvi5cB0lyky/PZXgFAGQFPt4wAkQJWE8wYiRtBUHUsSWPKs44kXAAfwy5WTI1vv60MA0EFvcKwdAET/a+scITgbSAmB1oM/eyr+rwScMTa7bpz5QwAQGU9PSXb5YkYeJfCHt0ktOLt1ALAFD6MI+ojACIoLDnl59H8JAKK/NwFZBuzQEb+lued97eIGrvbuYiSEBKz/bTNwBVaGLGFA6tUCIPUFCuUMGRMCcCCCkEU2EAFBjkXBQBDLMoQl4A+iH48VAWjhzAxLx/VVSn6RrCzOKpLSpXQnxo4DYtjzK9S3wFoKWbMQgSCJ6E1DdaYU8J7pwsu3vmwIASmbcD7hXGk7Dw7AOrkXpZCxVqKRAstGQht4sMmZWSvpQSDhspF11De0Egsl0JIB9OooeACBACAds5NxCdgcAIiuQ0yH7pkw1saMWFzCJSSEMO4ekArwrJ8SPp6AQSRTsmYoIeTgiIgp4Ym546Ry6T3p7r/oCeUbuArWELhkPAuIpGA07w3MJwKtrI3gT4kFNMPwOc+GdylA0A3sG24MCJQPZqw2Ra+TPHJ2Tw4EBWYEbV8AaIB0cETf81VY+lcCsMrMrl+NDZRkcCkMsnIwyCR/MyCI1TNM/H3RUlkINWQHufJVqF8udyAJnZUGRkkHoLB2IdCnP+nRH/dYHa7C33plcKJNYdXX/U9j6s6nGOykQNcL7J1qtAsFa9wtLXx6esClrneZVHxmmQoARPXLQRSzXhfBH8tGBLUV8BwAKklN8uuZXAuM0/SBFMyLbTwEgPjqL5esjEUC+rCMYHTcsUnElOF0qe6XFpfwMP/hH/5h/Pmf/3l43zQ35nH73AcBQSXz2U0nxqWyawbRJZZGzgaaqjMvkwNB9Lc2OvmNJwbD/jgEtCgolwHRA0Gl806zFWoI6Tx1pIqgSvSniQbIqU9NZEES+zHvd6Vnt+i1Cc9Tq23SFxxri2NtcOJBoFW25KiEA320FeFsOynCADdKw0hO5TziCAByPnGqeJ3q71n7jrB/akEsoDzIoyE3wnagD2P+yPSeyOuaA/pjUWI/uf3SfmSYFGN8xXNM+u3KT8cgV+ovdwMH+rtwwRfmHd4gh9ePe+6wLGEkw+Gpr8P/uS/QoEwbyiM2EFgWJkNaKzdjdswZmlyX7i9r/ETdj+SDn5B/VsAxP4TpHRDkgZ5iOaaPYAX57UgEJlD+07a87cgUu1RPE5lHwvSw4fwJ5BBJOnIqm8B9KZST7UEVGRWSKCpeXqRa4QGYCEDwIABICYFWAp3y6d9PTyDWJxB6DdGfJOBPnpCHS8DATKpzACh/nCcAUGC/2CHI50GmEgiZlBfaoOKtkzO4QuauJkrZSAbm68uvc+41VGS/ZN5CJAUrMYFc+zM5mF6jmLrexnsZQNUU+kr8gIAb2TfcqFlJbfA+Z1BfWx2jyTkHgvh2NDHmZaQAEA1wIhAkiJUzwgaizwZU7IKcJwBVLHtUXiYHggL1MAARqd9OqLexEFokYJBCw6QOZdo8l2I40EuFY1rv7dCf9FgdrLA+XGN90mN9sMZhr/0g3w30aeDPV3sppSTR/PeUxJ5yLStXAkIZqDYOnoU3zZRMAjYFAJlVHyRULs1wH8Af8qfIWTUS8NnAhmwgDgDxNM/8ftkk8joXWUwevOLgTxhgo3y/8TKTNtHp4L80seDlzc80M81su7C4hId50zR47bXXNt5vF+cTU95Apexetd/GFGuHs4FoYWGqzwnfF37/HKSiJ3fpd5UCuv4pvx4eKzwDIAFtIZUFOgVAQ0HBqvL552CNUCLIzggICt9NpBOh/onLlYUmsLyBWGkEo+bwHBXBzkJbYGUs1jYCQEMQKC4QDI7v06cHOVWrmBysDADF9kvZlFwKVYocAOLXzvK+MHmO1iVhXAZGRtAinM+4DGysvnOYSiW/Q84CKgFANRAnl1GO9X0lKVmeNOJC4gYO9D/uITLWifHeMcPtPJsgTFAllBAwDnEBMJwgc1+gQXDWjWcDlYIwIGEBAe+NY/pUbpWxgQLw4lNI0vm5ibP3mfEysOAfVGMWEUhjDaRnoWhjoX02Mx4m1FFE5kpNFmYMQv/lGUoQNkrUHMqTlB3bxCEA5JuTN7HwsioFwFKaew8P5BmuBDgDZ+VkSOuVk33p1YD5Y40J/nTcBwgqywhWAYD48eNLJGncKYtXHu66i+TaEmjI7zAuBROUoW2MqSOVIx6Q1IxlA8vlVqPBQRpmCG3tEPypsYAGDCD6XzJIovBbSUy0BTDITHfRcQP7hhsFAs0NoWRCmeOTaD5RzqMEBFHwwWHYnrM5kvS9ZiM2UDjGYPVtnM0xWCH05tASLQzWwe9BKBHYP3xQprWfBHgwSHWAkc7PITCoWqTHYH8bP3oXRoaJCXk9kAxMr3UAgA56g4M+rvRGJlBkASmPqK+tgParIEpIdL4TCO3tB8W04isZKFP0eggsHy//8uwfnnI+N6SmQXkecVCuBgAQXZfAHEtWQ4cAy1gUWWtmCABxj6rcu6dWZqhPgQVUk0LkLIXrHMJu1nnQtk+fPk0+XywWWCwWxX3+7u/+Dp/85CexXC7xUz/1U/jGN76Bz3zmM9tXehfnHgTeiBFCXAK0BOC9DmDybIvbSCTp91ryKXLHHgJMSQYzxh/PGSYJGLTSAQgK3kgoA0F8EQE+C6RebQfiBgaTlGGBQPpntV6bCN53yrGDiMYvbOgDaOag2Eop9Q3w5xD9gdzL9QeSgT/kDRSf1wTahzMtsCwJBOHBr9UYAFSLGhgi2YyTy8ByH6BSWfmzmrNtSv5S5XrFxacUAEsBoJwRxuvLj1Hq20p+SlcZ2/YNu3i+IsiaPJBBYASXWpXYQJy9Q6CN5Jm9wgFoYosgu4JNDadzwEB7upEkWZitsGyAhDVBae2JWeO+98CDBzGKQBAHqWSTSMeUVMEfiIMEvmiHiVHZ/jPu78J/F1b3gGpCHWCFZyk1kN77hroqOg69F15C57id3EsnPY5KGCVUGANHTO9AA9P7dO89xPo0eP7Yfg3rfWpCSJckAKoNZspWdbBN50GhFpYAswKjhuofwBrdpwAQl29RP8HAD/KlAlI54lAKNgIA+YKsNwkPLCAGWnHmlMwMs6q+NpkhtDFRCjbYFDlribGAMilYAK3yMlidSgDuZcRN7BueWxBozCMnTLD94LVIcQ8yq3IZZPA5+BxsJXNildnVxQ9wEFeKjXRlWz3NBgKGzIzqMTGUrQFxECq7JmYJ8yuwlBEsPR7/GceaW20DeGWVCeATB1d4hNTxxZXpaARtwqouMuq/CXIwik5Ger8b/KcPA1pJDllhpAgsIKFU4p1QAjtyAKg/XsN6k2q9ioNrwIFkDmRix5cR8KkxpWIbsOu64cqmMX4SxcrgGcA4AJTQ7k3KVCBGV/4dvefAUp5VrhT55JFPhKyZdx9fShjW+c7dHsDrr7+efPzWW2/ha1/72mDzN998E3/0R3+Ez3/+83jnnXfw9a9/HT/zMz+Dv/mbv8GdO3fOUvNdnCFq/iXhfpwJXnLgnJdNgNKYJMz9HZMSTGUJy5mkNQPrUuICqUQAa7i8yLFHJYT/n44x5o2UAkFOLkznTecxN0KdfR9EzwrVSphOQa0N1EpDdgrLlesHiPmprQPZlLBJ/0CAz9Jvx32BVCPRLBufBl6mLKB2yAp17cWepyUftFFD5PjcSzK6MWBwDEjk6XqJBeTaOE0Hnx+PogQA8brWAMa0jBQA4gBYiTlciykp2Ny4NM+5LfuGXTwfYWqTWhbBK8ezgdwkXiCX2aQ7SQRzaD75MwaQJgASJAkb1stNlK0HRGTJfLkIBtkwDDbZJFxbCwURwRpiFxW8i2D6wNbhQJA7ZZtkR6NjOVCGwAAbgQEiKZU8kiyZZSOAbFTpclYpd+ySGTCMZn9HUCUCDHbwfQLE9KeR9WN0eOYJpTxzxr2sbICmDcyfwAYqSKpKjJrgX8OBD5s9Z/zi0VhEFoxIQRVeBg/G1IFqAiPISgXdm8S7J4/UDygDmbJMYwCS+44DhsSE4qylKUYNN4Ue1Iv+vwrT5RvYNzy3IFAtpmj4Q3r7MENYXh7AV4AL2bUGfkDu5uQ0aWtsgFMISAmDdp4tJqN0l4AmTv/PZUml8w1lkzwJSFZgrZGQykIzBDys7Ll3bsIgjTPX9GwgKzUDhDzQ5P83BDJ4sMJQqvRstRSIUi/63wBFHSwn3URWkNfaCkA16eBe0v8MlAHSa+muzRAA6k9Wga0UDapN8lBKVmllZAUNWEAl2RkDU7ickLN2eF15lO7xsQnL1D1SKjPxf2DAUg4qhfNNJiR1WsWVgz8UZKS3yfYA3n77bdy9ezd8XGMB/eIv/mL4+0d+5Efw5ptv4o033sCf/umf4td//de3q/Muzj3ouaz8PcvB/7lsNmtsIoXKgVJReb5z0KaWeXITNlCssx6YQ/PnljE2PLsI/CEAK5eFJf1HBgQJb+zMUyfw53oOhBnPsqkCyNRHdApqpaE6hXbZwGqL2+G36mq3MhatsOhk+htuvSeQkwkL3G4k9jqF7naLZq9Bs2xiSvhWeQnY0AQ6YWgWTPFrAFAir8oAIKDMhikBKVKmEy7OAnLv04WMUFc9fPbXPOzmsODyuCgZ1nVhAQHYum/YxfMXwdsm+dBEIMezgXL2TtzfGzqTOXQWUV5GJswmTF551jEbxr4kmUFIxZ6wgTKAicqnzExACYiwENYze+An0VyGw42cgcQjyH3uQCvORIn+SCOyMMpORufOgJ+aLC60K/ubjLMHcjvy1iFwp18NWDaCzi83IjY+YU2/GoDxHAASHvihTFpQLaCamKa+IqkKZcEDIF66VPLBCffIhiA3gSqRlsW/dLypINXyAJCVDayQwbjaWNej0u55EwffpVBuoY5ZVjCO20QWlO+3KubSodwKCyjWh9XTIsl+dilxA/uG5x4EmvJ9qO7HJGFzBuBcepXLcMaiRJMOA0rPpjGGpxUul5mb+1I54Xz8ORiApelOVwr5xEEYmbCBhHIAT6n+BARZJQZsIF4X4Qe4MpvoULvxuoRBLaP7d1L4wb2AZoPguNIbvYCWUvrBPg34Xfpf1fkV3zYafhILKM/Oxdt1DADSK+2ojvlgvZAFJZedlaIk69uGFTSUktUBoJIB7ljdwmSC3hfkX3lwMIhLKq5l1rAttb13795NQKC58cILL+CHfuiH8O1vf3vjfXexfcztH6aYMEBkwyQp0xmzKPfEyUEQ6jvmBpWZZx8z/tg1ICg1h9a+3mYIBHlwXyln9AwVFwtK5x7KD/WLg/3qOWQgF23JsyIKtiBhPINTdQqNsWhOmtCH3j5a+z5gmDQAiHIwDgJ1rQOA2v0ugj+dcn0DLRBUAHUAA1ntGADE24oDQGNePVORs4DcZ/R+CACFvysAEMmYS/drKUosIKstSintp0DTvM3mtMUmkrpzixvo+7CLNAZTM2LxhA2i8TJn7xBwk+9vLTIAhBXtwR/OTJHeQ2ZQLwKVvMFxk7OBJia8gdlhQ4Gw3o8FxvryZCoLoyD/HpJtIWUEaWOLQFBVFqYaQPfFjE2caeVy+KKaBWu4byYl0n0q8fKyrwAI5cAPk3ylCXYY+EMSsIQB1AUfoMCmqUigIlOHM1cqc7ske1cKhpQwhDxFeijXekIBPVcJAEpMoV29rYkZvIrHSCpYICIwKRgwza4rspYK55x7DJXLEtV6XXjcwL7hGs7OLj4Ca2WETs0jXQXMTaDn+SKYMHCKrCHOsOBl5n8PyzLhFbYv1I2fG5clke9B8EDgsp2RdjA0oGTHNgnQkDKi+PHpf+m9GKSn/qtWoV2oDNAR2FcS+0ridiNxr6WXwr6SuNuo8Pntxr26Wy26/RbdfudWfP1gvwTKWGPCK/r+RAlYDQAqtXti1BmOo6JJd4EFFNozu2Yllk0tUiZRCgDlK9apSfn4hK0ENJYygiXXN1vxnnMv8X1Lf9+0ODg4wN///d/jE5/4xFVX5WMdRVZNwtjkk906Y6V2b5vwm0t/n+5vbrBLtPOJFVFeN/IkM4wxWKlnZIzMmOhv4MmSSzznnAMQ+6cBuKwN0oG4DGnbVetSt3e33bN9cafD7UWD+51iL4n7ncKDRfz7fqdwt1XY2++wuLtAu9+h22/R3m4TIIhLd9P2cHXKAaA8MyS9ptrrPCJn2pbqTP9zRjKXbRkdgaCxsAz4L33u+sDzWeEsGWtfaWawS4ivfe1rDkxgry984QtXXa2PZSRpykvgip/0iYqRtCsDcX+S3uRlMQmMsMYl4MqJLaw88h6yvLxCuWHS7M8l2de/yPPFL3M4MIBkPMxTKAETgpeO9d+l5+/AA3c8TUAC94ihFO+qiQyXmtR4pG2LkdSPycIIANI6ZQnptff7MQH8CWBP27nXYg+iW7pXu4Bt92CbBWy7iACQagMbiGRgNfYLEIGUPJV5MSRru/was3KLErNwYD+/ybJ2gVLCe1kbydeIBQSU619bI8h9hqwQEVDK6irZfR6qXkSd0ns8mJyzuqWAmv+Q+05dFhvohsVzzwQ6ayR+KIqhqD5KdHy3uroBhzoLqy3QYsgGmunxMqgfnUsmL6udK/2ds4FU5xFi5TJwJZnCtIVQblKSsIG0gZUpK6gmU6ABt+rc4H6QWeSkhxIWnUTwB+KrJdHk0zGCbjcSXavQ7DUBAGr9hKFZNmiWXcICSq9BnIyELGDeAygHgMhTg7NpUtp/zGgjslcpcrBl09Vhuv/45LK2YpvuV2YDle6ZnAUElCeJHPDhsoqzrOCe5bc1+xgXbPD2G7/xG/iX//Jf4o033sD3v/99vPXWW1BK4Ytf/OKmVd3FBjHmaYORFOw1aUyNbZMeUwRAIJGFmcjMJL+tpOyCVDP6sBSkxDljpdA3OWDDABpBEiaV8ELklA2UlmWhSCJW8CbgWZkCIAFPJTdlZizPuDYnOCtVtRJA49tfBGCoXTbQa41uRc+6CHIHQJ4ApD3HCG32nARMdSpIwmTbDFhAteep9gkDprJhRclWeWFlWxZQ6HMyKVgeOVCf+/YEVtZM0I72yYGl/HibxoVm9jqHuAzzzx/+4R/Gn//5n4f3TfOxH4pfaQxSvAMp68YaQKQG0YD7X3lZlBQIE+8apMElYSQVIqAG8CxPy82YEVKGj5WbR9Gbxumq3HiVPHyAhD0ykG0xSVzJy8j5yZA2R7jMYv5EEraRRAJg1Sbsue9SlFOJofyJs3zg62vieSTl1oAoqVLAREhAqcREGap1cqrAAHIyMIshC4gDKFTv8on6evBnMdVBqlFPHGqXakjpr+EQlONp3IkFVDpELrsK9eP1H2ErJXVlUsnkuojCuROwZCO7aJCu3kvrrsJ0eWcM/ZxHbSCrdRyg1zJYAGwQJeNgnUcp25ZUorhqxjPIWBnT0AMpVb5YD242mqWepQk0gTOya0Ld+DGET/dO+5E3EGVLAYbG2FYblyKRyqcVUyWBVR+OlYdQElI7XyDVNX6AnlLJafDeHfe43ZskK5i2lnn/OCCoXajg69Dut2Gg3952tH/ZqZASnptBJyumHABaURawsgSMD345zZ8zqQbeOGOMgcpq69xIWAWsjDE2UZ6tJa+PzN7zVfrhZNUMZQ+MZTYnyNz9ShhAF0zr/O53v4svfvGLePjwIR48eICf/umfxl/+5V/iwYMHG1Z0F5tECWypRU2qCyCAF3Nlv/H40fuN5GXbTpapjiTf4eUC7vdW8wySyom9+LOcgKBNI3+mjQFBQPqs2BQIcucS+xG7557dutOQnYRZOUBCr1OpKxCfb6olbyEZfIWkl4CpTgUAiPdX3ASZzkGv+klZ1WTb5WBaYaFpzj65FCwPzsIdk2zRtgYygH5zI4JMZ2cBJYtdNcbdVUjBgAvvGwAH+rz22msb77eL8wsuZxIAoyogAEBctlQzdB74AgVzZDcZTxg2bgeQJMxNsoeF0iTd2Ay0qU2ieV1A4Ez40Eu2HHrlsCoHLMFLzLhZdACChEnOn2RbpWM6L6MMCLKOITJIXc6YJKXgkjP+WZJiPTRU9tuTEtA6AmacPZWDUMSikgwA8p45BA5Zz6IJUirVDXyAqH48IgsoA1KAMpjHACAH2jhDbs6E4W0Rmm+gQyOwK557YH4x9pJjhQ1D8vIL34djzGBuceYOgMjeESIBlgAk516TOzpAcIJVddFsoBsoB7sxINAmg/XcJyJnAzkWzHDgtAm1mwbh1tgqEFTLIJNT5aeAgjzltzH1FOCuXoBEA4MeUkvYNuZ5N571wmGpnEHijqec+fPaI/1dCzHR/rJzx1HLeDwyce6XPVoOwoSU7Okqr2MSSe/rkK72UvYXYgDlABBFEQBa99BrMj+2iQSM1yHURXrvitb7GjGD0ZL3EB039enhRtzz7t18kpuv2MZjbT9QL5lM58HlCSUW0HnJIC4sagZ1Y9tvEH/8x3+8YYV2cVFR8wWi5zL5nhHIMtcoVyjhYJWR3+6mIEgpNgWCCPgBYwEh+TdGDmQQ45P3KfkzJ29P6lOi99GQ8RQWl3VkDdWeETkQpDoLvZKwS+cP5J7TZQkbyYwJOCHwhwynByyd7FmasCkLABDvx2tAEH8m8sjHKLRYxE28+VghZwHVDMJjfajOQ8+ivA+rBb8uCbCUsUE5ADdHchjKN+N9VClxxKXHBfcNAPB3f/d3+OQnP4nlcomf+qmfwje+8Q185jOf2bicXZxTsMloAEcorAGggmypBtxEXyDDJrPZfVS4rxzDRUB64MYdjcm6WLkDAIEDHEWAyv1vBHw6e/jMYw6sgdS+vD4FrAr1pfMPCVzY8SQsdM4IMj0gAWsd0BQMkFm9OSOIWD8GAsQ5IUlRYAExWd0gZANretd/G5GCVpIdL5dLMfZNiT1DAAqETACgwLQCwzTocIy9lLSjN2y2rA1Ce5AXjmwSJgzgjlVlFfEykvIYs0g2gQVUzMBGYBXtPsVg8m1JbKXkXsh2DX5AmcF0yipi507p5kuHp1tsUzDmvOIS+obLjhsDAm0afPDH2UA0uBnTpY+tNufpX0kqMBxsp8ersYv49mN1iYNrPRh8FjOUAFEKxmRhslPAypcdBqRxcE+ygdwg2moD7UGl2gBYArBKodnrwqDcrDSavQZ636VgpwE+B19iGSIZ5HMwSPpUvwT+uBXh4e1dBYA8+0evyuaf3IxTShGyj0klY4aZCUPovB6lv6f2EWo4oS1NXLaJMfYZRWACMD+Q3GuKb1stZ0OGxbmHjeaAs7ffxcciSmygjfYvgDUcCNpGHlQDHOi3WAKiaCGiDgFRfUS57BGgJgFPeB+WmdXzBZbAdC2foq+Ley4QEETvVasYE6ctMlwiMC0CaFKSaOUAUEn65Pzi9EaSqpK/UKldaudNckXO+uEsIH6MkjSQ6sfrnMuCNwZtJhYWLhqsuRqW6HZ9w9OnT5OPF4tFMXvkm2++iT/6oz/C5z//ebzzzjv4+te/jp/5mZ/B3/zN3+DOnTtnqvouxqPEnuBSrkGKd8aWIUlYHsYSwGJ9WncZjZxJmsODfIGkk5eV7jTr0pa5slm5EIXJcYX9wKU+7swsAA82WbAyCQjJ5rfJuY//zimDVw4E0bnCCgcGhTqLar0JCKK/OQOE+xRFYEUipKdXnTPh5peJgz1ZtqzA/GHfAREscsAJnaOFRRnwIFaZOzWR1DvUMYCLhfuI1dFA+GOlsr4pICgHCHPAi3sY5e0N+LGOB66qzCt3ggzkzL5CCojlgFAEWQXCSIAZWFN7DwhOYG3J6+N/J5cWN3DecKNAoBLjYyztXil1r2ADwrGyq8cOg8S4SkxAUB7ceyGCOXq4jY9t0qg6CVd50OuAmfQWUHSMFbIJhAu+Ik3p4rFybCChJdC1ySA/9yFSfmAv2xZyvYZdln0XXD2ZNrgyqJdd4wEIxdg48XxL2a4IALLaRABoHQ1dcx0uB4AIgOL+E3FykaaFH1wHDO+rsYngnAFwzgCqlsUG66WMOHyF3r2vM9C4dDICQOMsoLmyt8vwAwL8qv8GUrzr7mOxi+mI0qjI0uSRp4sPn5eYcJnMq/SMH/MZ2jYGcrMSGBGeG/Fc6cyFGu/b8kn9LE8kxp4tAUG0TWCT+O/G+onwvZKuj2nduL5Udr5f/nwqfRfKoDr5Pqzk/5MDQOU2mD8QJdn4nHJyQGssSosD20Rpv5RxVAKDphfNbGVsRXEtWEDYvm94/fXXk8/feustfO1rXxts/4u/+Ivh7x/5kR/Bm2++iTfeeAN/+qd/il//9V/frtK72CrI04cMmEMGrkqQoTP5AjlYBUESZiAgqRwGrgxkSxVfoLhsgCDrgpeagVhGA7Rm3nlKABYW2gqf8l1ASeU8iriMKJxs9pvmwJWNdUyP4YAg64EgIRVgpWMFFQABAlrg68N9YCKrxjODSuwPktxJfw255CgwYeg6ZFIvJrsi0IXOI7hqszPM07+HZvJWFVRvIAUtSL5ErKcBUOPbmgAQ420wxo5ZqAQCw8iX5yo07mEUdkUEr0ZVwmTYTGBZBbABCmwoXjcCghj4xc8fSIE1OnSaGe7yWTY3cd7wXINA3FNkk8Ye0rLjmq3Q5cn7aHns+MSycWESIKgU3NiZlwdgctDEt83DajdwDsfgg2wpk85GGOfZg65NpWlaQK90deWW2EAGCJ5AZrWGVcqVmbFFwt9Ut2UXgJk2O8+YPSdNLZ+XyX13iiAg2ECf6P2GA08+y4s2g0xgFNR2JQaSkDJhH5UmM6V68Pc8cqbNsM3L98KUF1Bos0K5JaPp0vEGJrQMANqEBcQZR/QbvvQwGyL6m2y7i2sXU5IwHpaxHw0qTMrsdzGQ3zCT6JxZBAyfDaGetHhQAKmm2EBUFzqWK889x622ENKXqVRyzhxoqMUcr6W8HVJQeQQMYtuVnp81aTOPAfNU5s8q8rIbeqlNyb+mxgBj7TarzbLFlk2l53ndU+CqtqDB2EUjfU3er4z5AY0BVkOAanwAf6Vy4i37hrfffht3794NH5dYQKV44YUX8EM/9EP49re/vVE1d7FdcEkTQGALgi9QYFRwj5wJXxwAKWtnBFxJ06KLOLn1cp38zg/1SyRm838fnEFiAGct5IEGSabTwDBl/IZBzBWJaBZNYJOUfqrJ2TuFICBIEYDi2yYyigpgELGtQlsPQZ9czqWNhTGA7k0AWvgTKvTTWaYszm4pfUfngLA/GDXGP98TSZUfI1gECRRn/9Q8h3jE+1XHNsjYNblkK5qGx/ONsjtmws2f25zVRHWvPMaLZs4EbPn61gAwaoOwLwosoKuSWd3AecNzDQLNiZo/TvAlyGRhloEOmw7GcrNMXwO/ajsEYwBMekbkk3Cjh4PxErNjsq4yBb5k1wCrHkZGw0yNHqpDMijmYbRjA4HONzOHzic9YaLiZVpjdc5Bq3z72r580qHhOjUukTLrNUsL77yH9MpL0JgRNK8HeQAVJWiBiSQHLKDcIHUs+AQquScnrisN1PPIB+E1ACiWU2egDcvmQJxKz32EBVSbTF0W+yeJG/gw38XFRM18mUt4RvfNZWHZIsSmUWMD8TpKJR2LJhzHMZzoWZ6bAo8CQEyGWmKTDoCskUWZOWDQGHun9KyY2/e5slPQmZiUUwAQv8YcSMkXdwYZx3ibTYJJDpDkErASA5bHNuzgMebXJmWMSeNqn0+xgJL9r0IKBmzdN9y9ezcBgebGwcEB/v7v/x7/5t/8m4333cX8EDwdfHEDYu8w348MrCD2Ds9ixcEPMoiGkBBS1cEVAjZkzDjmlh7EqOyHGzi7CvHJsXQT+KJfkfVeOykbyEoBeCNnC9RNnPOmyrJ4BZNt1haOFeWZHQTqyOmxHgfGYH37MQBokGHKGpcGHUjlXR786a1jLmlNyWYstIlAmKu/DcemZpX0v3BsMc74IdYMkIIU+WXLrwW//wj4AVAFf/L2Tcoi4DIcLAdpPMOGsXWoXPKgor/jeaRSsGqMSPlidUQoK9mPvKEYmGQtil5TySFzGeBVxA2cN9x4EAhIBx7pgLIwgB0ZuIwNNvnAlzOLXJDWf8hUoTJLjKA5Mbl6O1FnCQBdA+MBHOnlUhwI4rKCwTGyVXOs+nD+9JlSaZtz4CQBhzygQNtRHfn74nkmg3gDo7UzvTYSmtPYV+u4uun/J/PpnA3AqelVAGiGGfSgnuEVHw7cB4MG9XPAn7nB6zUHMCwylAoA3DaD9Cv1AWJhtd6IgXQlbKVdnGuUZFIlv7YcuJl7n+eSsEHKeB39e/jve2wiX0sqMFoP/nsHgqTK9QcIwH0J2KjJROM55YyO8d9zzfsr9wuqZTqLz/8oNwUwyEBYY4ECKHqdDUygZwJAo+daY9TUGJ/sWV+6F2sA0FjfMHYviULZ2wQHq/hn25aZmppfrRQMuPi+4Td+4zfwL//lv8Qbb7yB73//+3jrrbeglMIXv/jFTau6iy2D32XE4BEySleKGZyyySdlscolUdpYNBxQqgEpnhEU2Bfem8hkR07qZ4HIBkpDCif50VQeKOGBSGRFxAbSxkILQHlgRvhTHMiVciCscv45EARrYT14YmE9WyUDBfI2IRwjYf9kAFAJqBLMyJmDPwbojcXaOOCHWECUdTjHOYSwkHAglBLOSYMyqylEMCvxKkrqXD4vzvhxbTUO/vBixp6ILiOdDLJE91nKsAlAU3ayYnAugJKMBWTLoKAdAQYtA5by7GC8DKp7zoDi9eRAaMJKovNgBu61Op133MR5w40BgTaVhIX9cqo/vEk00ccLQMq0KTTLMha+rdctHwSPDazrK9L099DPIh9sF+vOB9ddC7Nagzx8jDQOVGGMpnBWfsLkJEUGQOPPuw9AkJXp6i4ZKSsvoZLMy0dIt4ICqYBsApCel/9xGQMYDdN7gGfdAys/8F7HNjCGAUXGMB8ggxrlvwQACekytgT2D5OBVdlJI2bNgZHGgKBiGSMyMDpGXm74uzB5qN0Tm3hujLGA5kwWaxPESwljhjr9qe138VxGSa5FUfNry2MMoMhlv3VvIDEKeAD0GxuCVJsCQWl5DAzS0Z+llgWtLBkdLoSUfrsyOwbtMwUEzfk8B4BGFziqx9RDAMikANBYlEAKAmnmRC5D5wtE+SILB4D4Z4MyGYupVDduBs1ZRrEO4/VMysvub85Y4sfcRs5VAyIvPS64b/jud7+LL37xi3j48CEePHiAn/7pn8Zf/uVf4sGDBxtWdBdnCZ6KnCRXIbsXTax5RisA8KndHZuGfYyUDRS9gVhGr1JmMJ9xy8IGn6FxTxY5yYQgIMbaaDod5GDWeyB5VpS2gLSA8CCKAEI2r3A89j+xQ7gvEL2n8un4grUJN3rWnk0V981Y6wUAKLCBgOH5J/5LCka16I0De9YMBOo9ELQ2NjBPeAYuAnSUZ8OEG0SK1Gc6mCdzxtLINWH+Oa6NyrKvWs/DAZ6xY1j2NxBBFiqfR8LYQQoAKSmmzykLaqpcIpechwc6EwlcoS2GZTNWUu0eAKpg67nGDZw3PPcg0DaeIqVBZg7gEHU87DMqj4l+A+NA0HBwxan2yLads6qWSHPGtP2V8nJ/IJKFwadzj2COSylfGmgG9gqk28Y48Mgqf07K+QBxVo9qW++l442imxZoWteWUkE0LTWCe6UHhDDeuNho2PXKn8M6ZDnjABB/Ge2yvpAPUG4GnRgo+yxgQokAAKlOQbYNFK/7mMwqA1USP5wMuKz5hJSCT2o3AYDG5Fq1KJWXA0BjkfuC5GVfCRDk752Ntt/Fcxd03w+ltOPAzZxy8+yBk4kAfPr1Wkavcur1MlupFjUwmn5nin5vjIE6FclCwpa/1anfeQkcC8DTGRiHwX/Nsy9raeB55IBbSVp7FuZLHgTUDD3XIphyFmlUDgDlvj3bsXdSVhGVM8bkmeWvmJ2v3OA+Pbe44L7hj//4jzes0C4uLQhM8Fl9tmEYROaOckCGHDJsQBm3vCRM+Am0zLJPJbt4+c8AVLIOYuHlkMdQYAP5MiWpuESceGsLQDjQynqPoLFsYOSpxOtrEcsP9UUKBAFIwCCE720BCCoAQCUpEL8+wqVy1xkAtNIpCKStxVpbb8AcG1sJgVZ5HZj3DsrrlcilBCCMjvK0goQwv39y0CNn/oyBNaWw/toJGxlnJZCFl5dnN8uzmQ1AuInwpKGhDxBiO4X6TgBAuQcSLzLxhLqquIHzhuceBOJRYgMFACTbLtmPDVA5cMM9BOoMGpX8Xdq2RN5MTZDZiimtnspxadBcfxxeF5KcjabuJoYLAKtUwuqxhq1SBwaKB0+kSGQUlDVMdo07v3bkWAQAtZ0DfwgEIvCHg0BGA0bCGuWAoN63uzEQMv1xhlS/xsCsI1NoTAYGILB/pBIBAFKtA4MIAMplYFMsmLEBcD7BGpM20HnVjhXKrIA/m/lnDIFSLsuYAoBK93ixrlcABFmjYTd4mG+y7S6uZyS+Wyp9ltWM+4EhW45H7vcSwaaCxIyx/mrBQSoC3HNQaayu5bLie2K2Un1V9turTba3+X3WQO45MZChsYWesGAxsn8O/gCoAkBzWUD8HOZegznluXMtMYzKgMgmZfPIgcSxhSOgfi+UfJBceUMmz1yGdipV2+58zyt2fcPNjsSsl4WxXr47koVLVEAbi8gGUoyJY2XjM2PZ6LmTlQcrPdjgMmtRmZs+YnJWke89oDE0mzZw2RaNhZOYUVp3IYvMkxzMCEQZpMBV7QkaGELBhDmVIpWAoMQEml75s4SqlWSYshHgMhHs4QDQ2hj3uS+OHjXSeK+fQtsLIRLT5AAADTJVDcGgsagBQFNBbUZAUFKmjZIzXn/rJYf0HojXgDOAEgCIeTrVgv+kaMua7K9mNVQDwIIU7CrBHx83sW+4Yt7t+UQCxEhuzFu/AEVWwoTPwCZ1yb2H5gxoakbCgxXjAgA05keQgxBpto84eRn48eT/j0z6h+mWh0BINaQKDKAB88d/Ry/6PjBSpBwwhTjzZM4EJ6lKgdZOg166jkG2tuE1LXlT8JhT3hwA6Kwx9dsYk2qMlXGtggYUc1/XoAPaxfnEeRnOlpgbcyNn/JRCqMg0EVKE15zIzZR5vyQy4DqXG8mZ/VUpSuymswTJd93fOnwGuOcpf6bSe2M4+7MMAM2JvJ8NcjTGoJnLfBl7po49T88bEKll75o71pmqR4k1+tzFrm+4sRHlTBlIn09MMxnUJjGW1ttyTxUmcQlZmhgzA4gT9bkh/ISep+aWSOfwwUvaMzEiC8MGU+uknjOCMzfoUHnNqwyn4od+saYooTPFz/OgLRJ4hknAproBCS/7AoJB9MA0uZSqvHL9ayyg6vELbJhwiJH9Rv2cCcgqeBu5nQsA0MwoYWe123dKBhbrVy5gzvW/kLiBfcONYgLNCU4xL7IdaKCHOGmvSc5qWY1qnweGUbYaW6yfKqcKHwOAxrIshYEzq0u57nFgSmwg/l4bk0gfkmNkWWuMNBDawEoNoyQkB6QKzKBQBwJ2pBo9J3dMA3Jst973x2gNs+rjoN8bQpP3A0nBeMgE6BEBAFKtnxRxI2hZZwEldWNgFF+ZHpwrnQdr/9K9UfP/yUNIiW0YQHUfiHh/5b4cU/sOWEw15tJVycJ28bGKMVkY32Ys+G/USbYQ3vNjbFovAIPsj1brYnlzQYGcqToVY8+dbSN/xo1tQ8fjrKmatw+dj877IQb8uPcsO2QCKpV9dLgHUwqQ+T4iA+KmpNhzoggEbQEASSWhjS7KB3Oj6U1jTLbm/i8vSJUYaGP703nsYhcXGQO2C4j04Nkwwk/wCxnCiHFj4PRVObmImzmPMYtIykVsIFMwh04kVsKbQ+fhJ+4CMtSNtD8aLhOUqU7I4VO5O7NoJQUglPNvSU7c/76FA0jyugbJly0DF0l1GSNocl2DsYA4QCH8V16m4AEMm4BftJ0ze3bXjXyJ+CNGCgElBJR0sjAHxpGcyWVVI5CDmClOplaQJwnpwROTpkLfIPI2qbVRwgbKPp/an8u1hHNorgNAI2wgum/5e6AOAJXPo17XkBUMiCDVSFgO0u1iMm4MCDTmDcQlYWEA7wGWMcPeANowWVj9+MNJcWnQzYGgdHtG91ciDoArUoQpAMiY8Wxj/OilSUYo39D//sGr4+QJhebgQJBVHvRRbGVWxgxeBArBaFgtnZzLSCfxaqg8HZk+DOyB0bD9GuhXsOs1TO9Sv5tVD7PuHRi07oMhtPagEEnBSufq2mIcAHI+QGp0EJ174JSAj/x+mkq9XAKASvKxEmOnNjifkwae15diyph1E/bTVcVNpHXuYl7UZGGbBv1GORBEMq4xIGhMEpYbKwfflq3ql2bUqm1T6tcuApA9j2yCJel0bR8O/AApKOT+t8n3XHZX82Ca438zJfmj/QeAX6Gv3yQTWDCBrsgHS8bmc7JF1qIm/9pk3/i+3EddRez6ho9P5B4pJAlLsnAlk2H/rBAIYEwwxc3K5qAS9xlKy6JjGEghAQYEbRou2xggpPI5xyIQROBRjaUUUsh7IEgKh4KIkX5HZnUlMIiMp+eGCdW0UGOZw3KPGg+gWQNAuDmBED2UaqG8RE9ZP9+Cdf9bAShASQltIoiiZAoENVKglcL/794r/xJGJwAQByUsGXcXgB/yUgKQSAkJQCx56iTvK22TS+kGMjBgINWi+nBj64G0Lc/AVgjhMNChpxOxmFhd7Mi1LXoVUTnUz8+4p8aOcR5xE/uGGwMC1YJWDHNvoCmAhQ8+o25/vgn12MAqMmpkcTWSsnnUBpPbMIDG6jmaoli6CQ6BPzThiZOfupeC1SkbSK/70O5m3cNkLKNQivTsniAN8y7POQi0XgF9BID0yQp6vYZZ9+iPV9DrfsACGpyfX/UNq7wzAaAaC6gGAJVXQKOhePhsxEOhlrkrv0+CZG2DgfUUC8jVV84GgK4r+BPC30sbbb+LGxPhORZAV1F8PuRRYo6OAUFAZLZsUjdXigvyjBmrnzWFhQ7GlqmdB1+s4GyNKgNng9/11HNnkzapgUGlqElm02dmuS2n5HZj/jdzEznUGGObAECTxyn49vA6c7borPLCfTEN3vByI8BW79cuSvq2dez6hhsdwrMaJERiDEyRsIGsiTNdYkNYAwiVsIG4L04wQvYgSUg9L7y4qCJxckCAsx/IPV2Kspg8UxixigyADAhywE7KMAq7sToTEGSsS5Veo3Pkk38H4LAxvBDJpH4uKETm1wPQjD87ElBO+017d82EhBASbZ5MBgjSLm0BYwWsBAxiSngpkLCBCAAi8EcJMB+gIQA0Jxz7JgIeNQCRYi4YmAM/peO68iJLp8r+qZ2TTStKmb7oXqBy+febxNCriFPgRtqZQNbLiBvYN9woEKi+qhkHw5whMwYEUUgpN5rQcpmMSQbV6UNJ6HHDRA4EAQDyyccMAIjqzfecs0rJy/cFIZgvKwmEMsbZQMrvw9lAZtVDtz0AQLN62NZAGg30a0AqWGZCDKnCj8lqDZ4Wnpg/euXAHwKAzNozf9Z9YAFR3cI5Bnp7ZP/w7CmyU4l/xlhGrJL/wxgAlLQ1z0LnjcXnSAYH5ZQAzcJ9Qr+R+aadKfOpdP/MPedtV53PPUizu8n2u3gugj/TOQCTSy1zKVeN2THGxMwBk5Kx83zp1rz6BcPo8D43UU7rwr8v9U88xoCgGqBSPQ+Tt8l2E/yxRYopNlD6WXlQWgIt8s95TMmfNolS9quzgiDlRBIpABQ/rz/Lh2WkCTSA6Ws7zKI3XGDj5cisnzkrELlV7PqGj2VwM+YguyqkZCczZ/htKF06yygeylOEH4WMXnU2EDE2BGQAqZLj0sQ9Dz4DHwGCbEG2VgsHDNlQhyIGxT7L60qgEJW1CShkmZ9RPIBMTXz4NTGAEAbWxFooaSBUG02PBaCl8OnhhU8PDxCqwc2RORCkBNAq95mEdYoIo7cCgCgCEJTJ6Krbs4aeCwpVvXQ4Q6fC/snPK2c3EWDJgZc54A9PD5/WSYT7gc5VsH1K7RwkdhfM/BnEDewbbhQIlAcfhIaJr5KzgaDSIIQDTWMrrUAccBNzZirygSABQfTd3MFhPsgaA4OmQDA6D82o61NsIFqFdIPuoTeQWfdpPdZrqLZlbJsy24SzbKxxgJLROoA/QfK17h0LaB1ZQNSGvF1oYhUmSB4Acmnh3WCZMoFJqt8IADQGhCRsn5F7ZoptNnUfcRYQz+a1yTH4wLwkA6vVKT/vqXMOv48reFBarWez+mj7XdyMGExEswxf25QV5MOZzGwOu2jT+o2ZERvt0sADnOUUf3vGmOrvuMQIAoYT+TFGTbJwgXr/ehaPsikwaps2pxgDUNLPzsDSKYwrNgV+5vrDueMNAaBtgaaS9CsHboB5IOGccq4idn3DzQ9iAwkG3lAEWVKJDUTB/HeMtYPMS2GzcECaSEe6DE1u/VIBSkBQcT7N65UcLDKVciBIIJWE1dPQRzYQtQV5zpQkPqFKtL8gSZgIVYrl0N8psBGOjdj21vsoEbMH1v/NzjlpPwuIfgUrPYghG0hr0MoGqlEhK1jjwTADYlu5soIHEHyWLCCwfyhrljD9PADIy/qSjxj7zHgwLtwrGUBWirOAP0WAJgeARoy4k8ikblRe0Yen5JUEaueylJDeh9TyCQOsXN5lxnXqG/7xH/8R//7f/3v8j//xP/Duu+/ik5/8JP71v/7X+Hf/7t+h67rZ5dw4EKg0wY3+PxEIAvigepoRUVuVmrMPSap4lOQDm8amRp+aVoQrE4HcnyA9VpxYBPkWTxk/OENWB88GMnDgj5EkgzMQqx6qa2BWfQAv8rrkdQr+Qsan+vXAj9UGOjCAPEso838Qkqmck6xyqWkmB4DGQLIpAOi8HgLUhvxcgPqEME/nntd3kxhjAfHzHjtnLsvksrIrC1rR2WT7XdyYSGRcGbuh5LU1NkEdAEHgAMw8mdnc+lWBES67GenX+KJA9diMITh+zHheVEfuXbSJt13pfEptkG9TqssmsUlGt7jPEAjZpoxNn8XDRAzDxYbhceqytTMBWRlwU/pNUN1yn6tSOaV9ryx2fcPHPhLlC2cDccNfAEIqSDCTaDggZTSrV8YuCsyKChC0ccWBUI5jyUhwryGSr00WBQwZOYONcpYUfyO9MXJkNeWysRL4kfgoCYso9/EABGdTEZghpMMnrAVMDysbCNNDyAZCNlBSoW0aGA8+UHfBGUmUlc0BNCKmgdcpWMJNijkQMTCADlngGItGpKwpknElrKkZUbouNV8eIAV/3PsRACjzAhIegBtEwg6aAIBYPQgoJADVySDTcxuw3hJvoWwOcplg0DXqG771rW/BGIP//J//M37gB34Af/M3f4MvfelLODw8xG//9m/PLudCQKDzQqjmxpwBVT74MHBMhNKAf7ScHGCqsIE4m6UEBJGsisc2WWV4eUPfhPrNaoAqGDR6HC4xyDLsAGwykLWn0cZnGzPoT04huzYM9IkZNJYyN8q5cpCFpwTWUX6mTcgEk69ol3wfxgCgMRkYr4tJQKrNvaNq9/DUPcE9HjiQlpdP70memDJ10mx5A3+KkfskB4DmDPSvPG6gtvd5icvoH+YwHBOQAUiAjznBzdwHzBmqB5NxbVrHXGY2tVARnkNIWZ+xPFXt7/LnQokdxeuQmypTJGxWxP6h1KabgCmhpAqYsEmcN7OnFHNk11Pjlqqx+AxZHj/HTWRr4R4aA5YmAKBSlIyw8+/nlnXhsesbriwuZe7gJ6+U5SuAIzRPps3IGLk0oWVl5IyiGgCUM1l4jAJBwLjhbc5SAgZgFfcaIlaQyYCQKePhQYKoAisnrYP/zLN5rDdeJr+jfPLPj8ezqgU2kPRAjzApWhIyoyECRkYDpnd/q8aVJRsIIR0g5P2DUjTFxnPhZsQ58FOIKE9KgTsOUARQg31P7VFqg02ilpGrCP7Qew6ATZzfRlH1FEp/M+QpNcxkxvou7lfEwVPe3lT8ZUjDrlHf8Au/8Av4hV/4hfD+c5/7HP72b/8W/+k//aerB4HOC6GaEznYkkc+6OUDqBwImlNOLcYGfbUyXTrX+T86LvPJPx/WJ02TGz5nrCihVBEMmkvplogG18RmSlfMM52wNsCKmUPPMraOP6JhRrXhYDg3BeUSiqn0tjmQkgNA5frVAaDSRGVTQGTOKm/5u2E690kGwKBtxr2AOADn3mvkIN1cyeFlhzVmo4nkhftQfIziMvsHIEpppybmc5kKtf1Kz805CxS1+pX24+WNSbFKQNA2v8PwDEEd8KklBtBGe+Yl8aNIoZA9Zwr9AAej+DWJsBI7rwxoK7VL6ZzOOzY1AK+VUYqxvs+9314CVyuzdNypKLKsJ+7/awUAYdc3XGVceN9QYXEAKSDBM1UNwJsA/JgA1AwyZSXeQCPZvjiQAiRAUJSQybrJbsEcOn6esZaY11DCyMnkSJtmJisCCAwxIqZOfKXMoATPoXbwbCArG1Z/AOjh/JhsKonL/hdCAj6zMXQTjkvm0ZAyso2moiZDEgTQsXKCZi4rd4Q1Q2wpHiW2UCkSwKQk1ysBdaX7ZcMI7KBKJrTBMYFke8Huj6r3Valu/FiX7QeE7fuGp0+fJp8vFgssFotzrRsAPHnyBPfv399onwsBgc4LoTrPqFHkORCUD1i2kc7UgksFAED4yXNuJFobRE4NLkv+M3Po4hQ0aagCVgVJGwCWMh4QanisREYmZWQETbBeSnWvZnSZSekvrY4CcRJSA4BK+yR1ngkAxfOos8c2Wfkv7R/rngJA9Dc3K68dZw4LqMQ646Ab3+66DO6TuEaI/sctrlP/kD/v5mQxKn6XgxUZuyiP2u9izmKD+3/4LIyfuW20f+bS87bMxql7ho0/GwygIwBkaqbLAExgig4BqriIM5SuJuwkqRPGlfL/l5hBYkIlPRcIm/P8PQvAnV/rWlaz2vaj2eKYn+DY8Uv9/Rw2cgm4mXrOl5jOV54JrBS7vuHK4rL7BhGRl0FkyZCGXxZkYTnDhaRF1YMkZZoECKrKcGhzDk4VPIuKQJAHV/IMZElmL8S6l4874v/CmSe0iZdwCRHBIGIGUZsBcXPyBoIQkAUgKABChsr2Y1nO4KGQEkKvIlBDrCIw8CbRTXFmiUzKyb9PygA8eiGH++ZtVIhgQh4+iJ5KPANbqE5F+pUzf9xnBdBnDFS8oEg9sBBYbkX/pAHwlt3fVwAAAdi6b3j99deTj9966y187WtfO8eKAd/+9rfxe7/3exs/Jy/NE2gOQnV6eorT09PwPkfPziO4RwFFDgTRdqPlZKbTSfaxmYPCkiRsbkz5AeUT8k2AoPl1iGlmp0rnA2WSafG6cXmBNTZMKsZWvakOQDR1dn/LsM2A3ZIDHGwwy2nzmxgiD/4uAFg5GDY3OOMqfpaCWXm6X6o7T+cepCpyXra7cXaWn8wVZHh8m9qkYM7vY8p0/cxhN3yY51k9dnGuMdU/bNM3bPJbmyPFnQtoDoClETYEB8epHjzmGACXEgrwJzKBQfBMFS795G00lU6+xAZyx0+f1cl3kIC2sMZCQcV6jcjDkudDAbi20gPtyiUcyI9du45zAIc59wCvK3A2ICg/7pjUawz0qd0/tW1lZZyzieH0WCQLDZlUsrb9tYld33Ct4iL6BgAeKFGJN0k1yJOGJqgMYOHMBg4EJYeibGPVepRBgwAKlfxmyCyZymCfJ+UyIAhAYAUJIIBBFCXWCQccBpKwpL516ZEDRWSoR4mZlENlk0AQnb9snPSrBET537HgQA3gQJ0EwIn/E4BDXkoQru+0QsZ+K8jJGIjE9q3FmPFyOHd/P+Xp12eZPo9J9BKvH19wxXQ72e2cgaEqGDS5Y651kykIdxmxZd/w9ttv4+7du+HjMRbQb/7mb+I//If/MFrs//7f/xtf+MIXwvvvfe97+IVf+AX8q3/1r/ClL31pfv1wSSDQXITqG9/4Br7+9a9vVPbcgXk+IIlgj7tIHAjiYZJB2ZDlUTOdrgUxaoRO/SgQahEHeyUQI4+hRCf3LJpeUeT1p3bIwyQgRJpFBmDg0ZzJVAAPIvCj1/Ezo62XGtlR9o+UMa27ZSneDVJa/lwTy3wyNNb2uQzMfTaUQ/HtzzrQLU0u+d9cKsgBoNK+7rPhiv9U+uCpmAIb5/1WL35QvaP8X5+Y0z9s0zfwmCsJAxDlXVtM7KfkL5yhkS9IcDAo2WfggxafiVVPHk2AkAY3aDZAAIOSerM+YPA580ryU6HQd2lDmTLLYD0d30BCyMgIMtIE5imPku8aZTtD64/TNlGG2vrnRRvbSWL6OZTHXAZW/j6v61xJWE2+nB8rb8+pvpWDQXSvlQA/Xs+a4fRlxbUCgLDrG65TXEbfMBZV8CaR91DKbCZnrRWYGxvn5SXAzxCUT1g4A48UEyf2gx3jwgAHWwgM4lm9ZtvR5FI0/lUuz/J/u0m7jawg2SRAUKiu/5+AICFVUncBwDaA0D2s0V5CZtypa10EopLmoHTyBOLIHPyREWSQKLdpDQDi204xctj2NYlVyfKJPnf7VcC30rHyAtj9Mg2CsiJL58q3nfCI4vWsHVfw7WuSvOJ+Z5dG12LbvuHu3bsJCDQW//bf/lv86q/+6ug2n/vc58Lf3//+9/GzP/uz+Of//J/jv/yX/zK7bhQb9b6/+Zu/CSHE6Otb3/pWss8mCNVXv/pVPHnyJLzefvvtjU+oFCXGhi2wUXKGRCnVd7H8wn41P4f8fYlO7cAfxvY4h1XG/AX4NmDtEIAgM2yLUpDsKH+proH0LCH+KoVea+i1gVlp6JXB+qRHf9K7/4/da3WwCi/6rD922+i1hl5pWA8cJfVjLJmQ6p0Mn5VLRy/bxp1HkH+p5LpwQCy0V2FCkHgX1Vb9k/tQV7ctSjQYqJOzlnIWEAd+8vaoBbVBfvwcTBp6IJVlYJvGeUovZ4Uxkdo567Ub6E/FRfYP59k3zGVIXtTkzj2rInsm9EnZAIO/L7JsEgDBDl70rKfno1lpl0XRuCyKeuUzKa760cGNKAAz8fmTevGYwkuv/PN9TdkcLXhmx+Ix2fM5eXXu1Sw79lqgWS6g/Eu2Lft7WEb+DC1eI5P2kfy6cWCGX7tBGRP9gMmue+xf4nGK/XbhWtOLIs+KWaonL5PXg9ez1OfRtRs7x/OIMaDsQmPXN5x7XNe+QVgbJ9PbnFhiruvKKjI25kxMZ/qzWCGih0zOPpkjk/FGxzFDlHF1p5dA8qrVITl+LqvKzycch47pWCvC9Em7UQnGupcFoK2FNhZWKljVAar1/3ewTQdIBSsbQDaeraOGIAE713hc/95oQGsI3SdtEvfNrt2gzXkbFBhbhfYv1g0pgFO7Z/h1yVO+p8bPpnxP5fcL9zHKz6Eid8vLmTRlLtwL/JxLLKS8jfP62U2Of15xCX3DgwcP8IUvfGH0RSb53/ve9/Av/sW/wI//+I/jv/7X/7pV1uWNmEAXjVBdlFlSHiUtPGVOmbpko1KfQgr6Oatc3D+iJl/KvWr4cebUMY8SJZzSC1O5JSAo8WlgLJLaJIHXQSId0PGBpNEWeu0mK2HSolNpmDs3r2GGZyNp65lVFkpFOZhQAjzLV9qW47KHUN+JH1QO9o2Zd56HfKDE2Ml9jErHK7OANk9RnEdtdfxsZV4StX7n+3DucZH9w7Z9Q439sKkfS1LmyHN9jHk5ZMlExucc4JjvkwNAxX3Z52TS7BhCkSFijX9ueMN+irHU3RKpPFUqAf6zrcnChDYIm60A2XmgQZmkT8t9zYZsV19+YAa5axYYQG3cxvDnboHxUnoOjjGvYlnptcuZNqUoSdZqx5oy3a4ew28vpGDstyEjaLSMkXtxih1b+/48+ptLi13fcO5xHfsGHqUsRZORs3fYpHSr8qYOl010AytIyCyd+wiAET53dS+xMbg8hyRJvCiShHFWUpCleVOJUJ8CEDEwwLaUtD47P5/KnbKWWePMuoVqU6mWkE4OBjhmkekB4QAdS6ygEbnTZOQSMiCCXpkkiV+j82SklDCOHACiv+uFlAEc9z7fN/+eLfZUwBf6m+5JYn6NtnvOqKswjvIyRplIFxnXqG8gAOiNN97Ab//2b+ODDz4I37322muzy9kIBHrw4AEePHgwu4I/+7M/eyaE6iIjkYQFunuBfhkGZ+MXMx8AkjdQKj1LQSf+WclINJ/o85gCl8ZW0UTGbikNsudMcvJ0wqUoZXcxvhwuJ6CglWIOACWDZ3jJlzZQSoX/ZUjvLoKMrpTmfW5se79ypln+eUmKSOBjqW68XQlASz7LGEF5JrOz0OyrE68typmTZW0Xz388D/3DlFynlk2xtB9/5m/CUMj9WzjIUAOEahKwHCSoGTQDcVinjYbQwh/f9xPs+xKgMTBflhJCGaDSLZqsXhIGegWoLu4itICRztfHSj14PlJdBteLvU/aggFAVvm+ji80FOqZM2N4WSXALTknBrAk5z4CNvLyUrZRHfwZu6bDOsUJUw4E+dIAlPuGGuDotk8ljPw8a2OcXeyC4nnoG4AKG2hE9pSE9xiiKDGCxg8+7zx5pvEcCALYOVgzzgzirJPs8zD5ZinquSwp4BtCxG2onFzulvsUIQWCQpY1b66tGXhibDyYFYARznRbCQXRKAijAaMA4zOA6T6+Nz0gTQBJrDFlUIyBPJzRk4I7EXSwBQCoxETh12by/tmQ3bItADTm75P1YsUy0nYo12/yvPkNTPWeuPfP25foJsR//+//Hd/+9rfx7W9/G5/+9KeT7+wGAOSFeAKdF0I1N84y8Mgn5RRzVgjzMtIMJTIBgmrBB0+pP9DQwyY3LM7L2VTakE9sOBg2l8U0x7w3YQ0pA6x6WOMmIEKTl4+FXtP2ojq5yEMq6b2BBKQSARhRnvYv23YAPpzHgLXkFTUVU+BaOvlRA2ZZvmdtpfwsMed6Judek5CcY50uIqzWG7GOLo2h9DGIS+8fcoCenrWV5/toWdnvtCYDGpRdABRKmZLmmP/Ojfz5pnXO5iEwyEJ200AQfU77W+Of24YAnNyPjjGRtIUCAhBklYDVFlaZANpYbdxAnIHdkjEcy0A5A1T8NaW+kMrhXkFAXIQotlnBr67ExuEAC7U1b7Ma2JhIwArsn23Bn3wfqUQCBLnPUlZQLWrMJw52bcpmHT9eeSHqqmLXN1xdXHjfMBfQmVtW6eOCh0viLSSyVFwbTHCTBGC8PHjAJgFwaoWUJuZDtg6AYEpdMioOdWDHt3Q6BikbqHCsAARZLwOzjg3EJWGhDgC0B4QEAC0shBBQQkI1CwcGSQUo7cAf0ztAiOReuTyq5jGTA0BCeKlZBRjKmSusbYpsKQ54ZB45g7pUogoADWRrTOZVqG/C3KHvuYdTFiUAqIapFTPI1XYoRa0NCl5KAML9edFxnfqGX/3VX51kV86JCwGBzguhOu8YZlFJ2UA5Qyb+Xb+QNYYHkAJBoQ4jk2ZbGDiOycCo3Dn+PdvENit8c+jgQkkoNNDoIZX3M1ACqnXnp1faA2LGM4c4+8VlAVOdcq9WQnUqsIBkp6DIO4IBQFOAySaDzlJ7l7K65Pdbfpya5CLfhhuzlrbPmTZTfhd5Pc4r8t9BjYXF76ltwLRzCWM20+vufB/OLa6ifygBQfn3c/cF5k1cx8tkLAvvq7MpyLNNUB0JEHLPVxPkWWNAUDFlvBIQWvgR+jA4AGGMhYSB1QJ6lf7WhZKwUsMo6dK/myEjiP+f7Mf6YOXrSLXkgBI//1I9OQCUM3I4IJMDLBJywAaiMkvmyzkANHasbftdo22oJ5CCVmWGz/TvLpeV8XOcu2hUL7t+XS49dn3DlcVV9A15Zi9ggsVTA5Josr1JNfOytmA8JPIsLuUqHa4EQvCCAF+YAUmociAIQJqunCADf/wABFnhignlV34nZFptDYRUScUtvDdQ1qhCCEhhoQFIY6GkhFILSGVBmcKs0RD0t3W/6cSTKK8T977x750xtAdPZBOAoRKYMgD+bCyqKI9KypDJZzVAY2MGEC8/B28CyBYlf5zVVa4AqzPbyFgbfjOjGeRKCGmBbeXeF6R1Y0ymy8AWbmDfcCEg0HkhVJcVJYnO3P34/qm3TgoEjUWJBs+/ywGg86LHbpLFZE7k4BR9FsqQMng0EF0/PZaF1QJWSaADsHITFMXMR8nvxwE/nkXEwSDpzZ9lZAPlnkAAkklGfv2AecCamzBMG0IDdRlK6X6L98NQbseBtPycziPOmpp9DGy7VlKwa6Tt/bjFdeofxny8gPQ+HpOSjclA+f7umJk30ITvCzdfLn3H93dS2bL30DAczL4JEESfAQgZLum4Vo2DQRKe6brSUJ2C0RZCOjaoXvXJ9goNrDR+P1aXQj+ZA0Gl7/Lghva2AACVAJl4LjYBgmKZ5Sxc4fuC/w+/J7YBf/Lt0/vVFuVhQFmKmJ7jkKVG2wfgqLBwNkdmtm1cWhauXd9wZXHVfQP38glz0DFzXS4LyoJPjMM+DACwQN0QN2NvTLEcOBAUj6cGE+PU+4edW5FilDF2KhPwAJxBOEBBKoDAHwlYKx0YM6h0mgnNATQSUqSSMGud72dyKuwaSQDCAEpYJxWTDYQAVOPYKAQEwVqXQSwziY4nYhzgExqowA7aInJ5VLWcCQAoFmiGf9cAkEyyRpvlflUcyAMiGFQCyWrlFAFUuueTe78knZOj55+zlq4sbmDfcCkp4q9zlNhAfCJcS7k+5vkCpEAQkA7O5gyKSpP8GgAk5TTQtEmMAQF5e+TblVKTc7BFsb9L4YAdA73WQbKRr1xKJQPowwEg2TbOB0hKyK5NWFS8TrlMII+5ANDY56UVzJL8rgbilICgweo4M7oeW4Wt37MMwJo5oM/LHGvHMRZQqazLDGs07AYP6E223cX1jFFmzgb3YA1woKhJwVwdNh/E5PvkoBC9p+0ICIrPEIHUU8iDGNqtwGoNB8p4eS5QBoJKEaS8XhImlUWN0MeBIKGt8wKqyMKsNDBwZtWDukw8e/PPONhjEhaO/0zXAaDqNfbedPy8xuRScwGgsz4L8+d2CQgKdR6Rq5U+rwGgc8DRTfaZqstFx65v+HiHLDEQwgeMyTAyWacJ8QAIKsUEKDA3iuobP7mPjJQIDCVyraKGjZClCNZwA+f8cNpLtSSEk2YF8Mcw42iUQTVrQebEQipIAdhsTYEYQaWngoT17CBACGcgLYWrj5KNI/MAUNIDMoVMZcAIKAckLKC5gFAOznGmVnH7OT5AVM8cAOIsr4KJuLXxvsyvHQfyaP8AXBXK4fsUz8PGMqrm0AWZGi8/2fTilV6z4ib2DR9bEGgwIc8GT9tIU2pAEHnspNsO6fB55JP8muFvIh9ioExNVrRN1NqjxmRJ/s/kBEEKhrZ6PJrIuIE7W+mW5CEkigCQSyPcOklY2yT14PWrAUHbgGmDMsLgPluVJq8IVo+xyO/HsnxsmM7dbV+eqE5lNMsjlzPyuqX3XdbG2T7XigUEd96b/B4ubRV6F5cec/xK5nigbPK7AuZ7vsiC1KgUHAzKgaD8mME7Bg5YN9o6n6CVhur8tsDos8oZ+5tEEhbYmTDQI+fnQJehLIyHQgOz7h3jyAP60pQZkNTePO18DQCyWsOs+wgAmWEyAtrf/T+UT8XjltlAvE7pOVP7bwcAzQX75wJBAIr+WGNB4OEYoF8D62qeWHNYyZcVu75hF7MnnRWmRS3yCXHp/TaSsFIkk3QbwS2S/wTpFpACM3mWqInG4GsUUngwyDrABbKJIJKV4e9iBAnasBED8OD/NtYWJEsehBICQrj+jGRjQiADhiSkkA4UEgjAEErgCsUGSEQuj6Ld5/rWVHHGmoSvArLw+4m3Wb4WRV0Y1TvxegqeQbEy/N7K2WVV4DNjwrkyhwDQgKXkPx/1GrqkuIl9w40DgQisuKrGn1olnhtzASAKKeWo4eWmUQV9CsDGKBAky/40RPfn22jZu0mElzi4VPECKik3gkCqdZKwEgCUyMBmsLDmtNsok0ZPgytTzB+K3OtpW3AyqY8e+u/UMiGdVRJGMYcFdFVhTX2Vv7b9Lm5epL+RjHEz4vNyVg+UTYJP4vMosjn8WqlEBHuIDZTLxQj84dIwmuQD00CQkNHLzhrHAqKU8UIJx/wpMKOIDUR1DLIw9Gw7DWmMe54bCawBU+lP3PYRfOeACAd/ElCIgUS5KXMJAKL3IjCA0utS8swplbUNADTnXuNM17lAEK/PVExlyEs+nwCANvnusmPXN9zwqHj6EBlmcp4+CYrYwXuVS2ToyVqTB52B+lCboJPEKrB1uIeP23MIfFjqARgbqJDFizx7COKRAtDGgQEyTPRdWTUZHPznxBoSfsIvhICADSdDYIY2gHcsygyZI6tFeIkYsYAIGFLS9T2NFF5C5tpCSuVqyJlBE55NNVPixDcpAwhrl7e2TZUFBJQBIFbfHJwseSwZiAEQFIrnf+e3R/3I1frEcusAEJU7CirVjLUvMG5i33CjQKCadGt6v7pB9JwY6uxTs+hiavYRkIoDQMnnFVBjDug0BYpNyn+2ANVqmWWcCWhM42vUcDuz0gEMyk05hXSSMOk9gDgAFIyRZ6RJ55MFABlIMtVeEWzMfT9KJtFzJ4ycMVOS+aVZw9L7g2ejqwFfNBlKz4Wt3rL7n8rhbKASU6qUPrp2TtclctBuzva7uFkxBgDRZ6VJ/VhZm0xmS/49tSgBQXxCzg1+idkh/KDXIJWF1Y5rtQGUCvKmEhBUCtf/uOe1aycT2EBu3zpoYyAhtAnJIKWKQInqmuT5OpcNm0q+IthdAn+ozUoSsDlmyeGYOpouj2XfqnkA1SJZHKgAgXk5VwG2T8m7rhPIMxW7vuFjECOZvcLfTCZUKyNnAZXkNo4FgzoDplKvEjg0BzwIn/n/S6wPztahrGLVyIAgnsUrPywHg6Tw7SEEJDGCTA9AJpmokpPwkjApFCzsQBJGYawDgFybu11NVpuweCHcOQsTZWLKCJCFnRKAov+l6++UdLK5CJClQWAVl2ARiFiSSY0BQqUoAkDcDJraq7ZzJlkj4IwDQMZGBhB/Tx/NAkRnxhjjjf92BvcT0vbnbXEVcRP7hhsFAm0aU5KwuWXkf/OV4nyCvWnQwHfMcHfTyNPYjlHYB/sWbmruf2SA4PvD61urv+waYNUDXZSGkVRLrHtYbaHa9FoRGyimgW8glEoAIM4EmmyPDCSZ3n4IANHkolbOnHtrzO+pBPSVGDscCOKfUR1q4BWvY8xGpgZl1GII+I0ziabkkRcdN5HWuYv5MQUAFfep+GZt0tHPMXLeNDhjif6WCb8HLMOiGQBBxAbisjBuGQ0MGUH5OQslAM8Ccn45FuQARFtSOw8kVeRNRB+sAKFMaG+56qsS41BGBcDn4NyYLw+1wzYA0FSUGEDp95VVcX+uU3JAyZhJcyL3lOJjoDGwZlvJVskcO63P9Vok2PUNuxgwLzaI2q8wZO9KDHIrLKAsU9JUCmz6KscFSqwPbRH8c4LsJ3j2RIZSWnn/ebSMGbCBks2tTYAg4cEmKxvGZCmcO0nCBCBCPR3YUwOECADS/rkaHzcW9MhyEjEH9EgRAZ8GgBECBhZGOFhLCAEYGwCyhLnE2CeixuIKRx8GMVsopvyiiqBHLbtZrR4VEI3+d/eBP+8LjKStKgBQTaaWFlS4Ny+JDXQT+4YbAwJd1iRyk0F/Aq4UGCFjnipXEWNAxahvxoamwnkIJQHjTJAF/WhCGR5YY8abJabPJiBZkao+ywy65os0PshNtjUGuIBrvUmbl7wqxq77dbg3zztuIqK/i8sJDkhvc1+cBxDEAfFQbsJEJdaPjEBQdoxNj8sXDeh9XidtiKUYWUgSztetJK/LwxobACirNWQH5zukCRCZfhbVQIc5sqzziCSD1pbllgCgUpa48wYUN/UHOo/Yhn19kbHrG3YxiHNkHgST5KKPy0z/t5JvjiAplqiwUeC/jyCNgPWyqbJMawB0EIAjfLZiX56BGDBMOBAUjYKzc52hkSJpGKxboLBCOJaQFdAZ1EI/xWDMrT3QIt15as8tEcJCWAdAUFlw2A+q3dTIPTAF0oUiMM0IqxWzKRgJ+HuCAT45IHieQdWeNEL3McYAuq5xE/uGGwMC8Tgr+nbWQUnOCAIwAIMGx5wx2S56MmzpP1RjA03VNweuavUuAVw0gDeFfbhZtMHaSQG0gZF+RZgRS4SUPlV8KpubK9mg8x/4+CR/10HFXF5A51RaaY5tME9WsmlwaRiXb6XbmLBtqe58G1eWDNtPMXq4PG3TOM+MdpvGTXyY7+LsMWSHzgMvxiIBZOj5Wsjo5Y5fHg6NsUFKxvcuIoCeMoLi8ykvlyRaJTYQkr8qdWESNP6vHNmT2EdWa1jP8tRr47yF1nqUuZKWMwXAFyZGG6ZlL90LPP16LfV6zgKqXeeS/Iuff87aqWWGy2MTTyneT5e22+T3MMUC4t9dFyBo1zd8vCKfvFflN2NlZJPZBHAZ27GUbawmVUuMnguMOm/iPMb84GwLCQdcBKaOpWObpNKJ9Ale1mMAFLyB6JxDNTOwibKGxbYtnAdLFU+SMAsHzhjvDyS8VElQs7EqEADE6+XAIKBVHggyHhjybCPhARIHTNjQjtUnXTCx9iK0PItWoe2pXTgQlPvdhFsgu9YDJlL+d6EOibSwdh7huNuNcajp871Hi6vc3xykmqoPtcfcLG3nFTexb7gRINBZWEDbGn3OAV9KYFCtLCACQec9IMrBCTrmqCxshkSqKoeo1J2OU1ttlFJC6/Tc0ymI/0xFuVeNgTRW53EvoGnwJy+/5DFxlhi7BrW07lO/gRoAVBroByAw8wY6r7gOD0arNcxGJtvXP9XjLs4Whv0mBga4W/4GIlAegSB+rE3BIA4I5JPxep9hBkAQr1Nxj4osjB+rmja+AAQ5r6H6c5FnK+PS4vOKTYG8UtucFQysH6sExEQAqAZ6JYsqjF2WA0E1NtEUq2rs+5osj8cUI4uXQ9uMlXfWDKdzY9c3fHyjKr8BhmANfS3qSA+xYoz1jJuwD2MDDUyjRya3rF45QOUm4w4IkhiygWz2v7FOckVMnYQNlHn2hEm3q1zwBoIQUB4KIFPoEtvEgU+2YkjNzoudN5eEkUG0kgTg+BOAA3PCZx7gGZhxh3Muf86DAAgh4BQKPJU8r9yEDClfc8g9eIDImql5ALn3GQB0jmweXh/uB5TXabhfvL9E9nnYv1TPERkYv29yeRrP4Cay+/IygaCb2DfcCBDoImIuEMMBjZo57lQq1MQ36JykOWMMntJ7eledRlQm7hLDQawxZvB5YKmcEwCQDiTV4HMhy8BbPhgt+eWUts3LzxlANakBQCBgmVGQZ9AqnV/8bJj5Lr/nctPofJ8aAETvh9etzAbaBMgp+RRddVi7obb3iozodnE9Y8oItzRhzc2beVljYNCcFPGlvorqQLLaISMIKEEtCZjO5Flj21OUTKmFctuoArCSA0PclwcATJKxi6/s1n+PJdaKlFFK7LYRyfelqH035tVTui+KCx4TjB26H0qyPx65EXh+/yT1rgBAZY+mcpwVCNvGK++yY9c37AIYgiznEUNfoMLYL/MDch8WwJ9cuoUUCIIlE+i0/CDXAhKmDvn2OACoPHkV1rhU7/Amz7IJQJDj7aAKBtWAIKr74PxBoEJA0jAAffxn0q9TSOmAImuHIBj5AkkvUZMQzigazqFBCBE8gyQBTxwAStpbDsHALaVNNfaP++x8ACCBVLbHwZ+cdUPtFL4ns3P/ea0KJUBr2whAHCv3OsRN7Bt2IBCGXgfnZb4MDAfn5QHhkHHBbzRHwizXa9OJdUmilNRvav8CODY0CR0yWXKAqyRHyrNzWW2KAJtjoqZARfg8q29gsxTKrtV/DPwJdWX1cuUNwZ+pSBhPGaOJgqc35nUrtTm/53LGEO2TA0A14HIuG6jukzQvzfx1AoZ28fGOOX4o27A0h75wcVCTs4NqYFCxLhVgOS2PG72LFAjStmLyTPtbBkbF7FcuxkEYDgQBCEwgAoTiuafMJ9cP2PC98c/WKXPlpP4MQHFJBAQ0vTcWUooAglH9BqyqQp983lG7tmMAUH69cqlh7jeVl1krN9n2HBhPJRbQWaTwu9jFRcSkj0tp8p2lTXJZpDb/zRDYUZS2VCVhZlinwNzREMI482XIwNYQwsEtHAwyDFdRARDyQJKQEMKNpm1+TCYLC0CQkEEaZhjAYCptkgNBAMomypRZjOAlKSCthbTufKR1II62zhRaeHaJtsTCGaZll+6wUB7wcQbRIr6XBAxZd24MABpjneRssCC/G5E3cbClyv5hn80Kfhzm3ZRuUqpLGXBJDdJtAgRtC87M9QJKgCrOAuLtcclysJsYOxBoJM5DljVYDS6UN+YhNCjvDEBVvsLHs7VspHNkYENNOmEQs4TFSYhkE4DUQ4eDHQSslHx2KMgslKRhfJ261jIDFk8J7Kn46ST7TQBANAjPpRubZi4bePtk2chKUcpCV2MvFY9ZYAPxcmoyyDEwKU8zfx3iJmp7d3H22CQDUv7sywGknA1USmteSu3u9i1P5sl/Zvh5va9KgdwUCAI4K6gcwceGAT+1tO/hewZKxH18ZIBQiXlitYVe6QgEefPm9Hk7wqTxz1upBIQUUJ0KjCbXRwyBh5rnXvn86gPg/L4Y84JKjjUC1PB6TEmeNyk3L3ueL5IvY0T2HcrbUL51HbyBdn3DxzxKqcsngggrxMYZLT5jA80Bf4ACAMQBgwBQSAjTOyDIAzPWA0C1ug3YQBZ1NpClNPH+eNKzeAwghHT9liXZ1XhbhMxkAMRIfyIEItPIZ+4SUkAB0MZCQUB7MCikjMdQjgVEsEP5BYpGOdCnlRUAyOhp+VENGKrcNwS2JADQNuAPl+yN+UgxeWAA6HzV6H1JBlaUc7FtimqvCqhVLQfxHhHej4ky1yXtZDGLmWc9g+ui4ib2DTcCBNrGnDZn6uQZX8Ym6duaMfPjhrIy2Vgt60zOBprj2VM6Hh2HRzqgnzmwnOFdlMjcChKmwPZhAJBZ9wkAVJokOJaJCLV1axI9hDHeWBpABXTIAaCS1w7/PNknY89Q3aqpfysTtjmRy9RKRtZzPadK55B/PnY9OasnbZehPI3eExspN6ymazKZcn4Gi+gscRMf5ru4nOC/kynm0Fgq8zybFxCfxWOsDvq+1l/V6sT7Lcoa5o5Z9yDibCAObpcyg+Ux+EyxZxaVz92DAhsoMoD0WgfwR69cn8C3G56jcMCPdmnqrXIAkF7pBAhCAaB3dT47C6bWFrzNxvqFMQCoFGNsoCkPoDEgrPTMm6pL7d5L+424+HQdY9c3fDxjcvI4MeHmPim1n3dCIhpLLz42mc29UQhAAE2oU/PmkGodtuhLM6yfBxdqXkfcFNkAENYxh4R0nzMwCEAlU1moqW+LOgOFvqZthYwgj/JsJitdZjADeCkYnU9ejhiygWT8XxjtAaB5zBMChMb8bShK7T7wuZkEfjL0ZSYThtqP6piwbEL9UnZbsRyWBW1mcrdiXXl90noOC+Eg2UasqAuIm9g33AgQaNPIAYlRIGNshfUMYFBelwSMKpQdJtHsPY/apDpfjS4N0hL/mgoiP/QNGAJlVtelYhwI4swUAoDMeh1BIW08GFQGWJzMIKYQ5uwfgzWElhBKjbKCSlGqH0XO/nHf1wGgs8QUAFTy8gEiGFS6Lvk55Oe3bdRWenMgKNS1As6dJcvYNmGN3Uzbe47XdxfXK8YMknmch2ylBAqVUrvPDZKEJX3FBJOiBBps9pxMn8XAuO8d7ztC/6JiX8f/LT0CcgDIelCoxgSySkIoC0AFcEkitlUtSgbK5/m7H2ON5d/PAYDGxh9jINN8cGnk2COMZoqyrNomf19HIGjXN+xiwDoosoNMBF6Y7GY2Gyj3zCkYTs8GpnIgiJk3U5YtgwgEFbGd5NgyGERbXy4KLJV4PBTBICscu4ZAkjzCZ7m8qAAKCd8mZOxsveQrgC/SMUl4JrSU44LwiQOCMvBHO+ZPAv6MSY+YyTFPwz4WnN1SlThNRSL5GmHr+MxlAjLIuErACzDh5zNigE1A0CxlWKUcuh7DzyIL6LrETewbbiQINJVFovZ9DsBwf545FOWzZK/IV5cT1o8HATibYmoCPwVQVVeYMyZQKeVtPnBL2i337inUlcCf8DcDgLRnAuUygCS0jSybFSCUAdAM/YAqMqQxFlBJOgWkwAmXf/F2DBluCql9KUJmM+mAquC/4etZM6omcIzXJTnXLMvbprHpBHeMOQUMmUW18s8DSN0mDGvPudvvYhcUNc+3TYN7lg2YOjVWRZaSnANBJTlo8bgFIIiXX4s861QNEKr5zuSAUJqxTLtno7GAHh4vB4DCc5il2XXAv3GgsjFAgVEYWFfeL4jLxgbbzgCDptieXPIXzv0cPHA2eW6OystK7M9zzMLFF03GtrkuvkC7vuHjEbP9gGZELruZNScuHH+QgKoCBKXSsAIQ5M2bYQ2EZwORMTABQWP1mpKEuQPJCGIIGVhI8N5EBAa5lwhMnhIIkX8eWD85OGBifQKDheoikDBzascagDB9gfnD27QEgATdkwzHoSNV2UelY5c8nvITH8sUlwNChMhwthaGQBDVuZSefnCMrB04G6i6H697bmDO9g++VdluZwbKLihuYt9wY0CgEpOAgzlTkqltzD7nDNg3ibweCYsmZH26WH+VfFBfTiHOJh0T9SiBViX/Hw4A6ZUG94CgYwJxEBsTF7u/rEp9iNw+ETgDkIAso20wEwBKzrMywI3mpHJWW/Hj07FLABC/N+jzmkdT7Vx4bAMAjTGKEhB1pkn0ZcZNpHXu4vxjigFZT5M+Qx6F+LvMDZzD827CGyjKqyIX0pVRl8LW6pX71tBxalEDhDhARVF+vqQZy6wSnrHj2DxWOSnaGEGQBvn5gDYPIYWXihEYEv/nAFAts9eYNI/HWNatuVm4UuPwaXBkE+bY4FhTPlJnWNR6XmPXN+wCQHECO7lLhW0xZaJbwkUG0jFWl8DUqRZoAKH85DmaRHMgqBQhhToxgLhBdChXpkBJDgZ5b6IEDPJZxIC0fWpPLnqeJ21Qkk3lgAuQoBKqBKAYtu8AiCmADQwAsQzYsp7pZD2zaqp7qAIbNTYPq3vJkDqcZbgOmT5rBAiabew88zeQs4GmWGwEmvJ6RCmlmMcsGkjzLp5VehP7hhsDAuXB0+POW10dshZyNlDxOLls6wxsIF6PKVbHnCOQYbJm9Sm1QT6Yj3UZAkIDE+gZAFruBTMGAFnP8qmZgDJCfUxc7A1G87TwOfAwBgBxmZc7nhl8XjKAroE/tSibww6Bv5IMLK9jaf9N6jEAgkb9ncjfp8wAyqWL4ftrYPRZipv4MN/F9rGJDCsHYIvbzLzvB14xGywulECXOdm74rFShkoJAJkri+IsSO6FNib5yVPX03tiAwkPzjigxsIa4TwfdKy/1Lw87wfkgR3VqvAZzxQmpQgsIAKAasycOWbd5XNjK6UVeW4JFCq1Va2PyOMiVh3POp55HmPXN+xiEFOTYWvCJBuYN8HO58gl4IjMkx17wnM4wgNwqk7W04IcG4ibA+eZuziZkXYLx8AIEETvWX0GYBDPIsZYQfx888eqy1xWAfazjF1JHUpRAoIqLCpXGf839d8Jo8nVn8CgXOY2xgICZgJAHoQDGPhTOAfacyjVs7GcCSAoKa8m65rwHQqKPnZYV3cPBOX3CmMU0cYcDCoZZlePfcnZwW5i33CjQKBoXjtcOpwrO6kxKaYiHSyePxCUpABnZru14IBInIxEUIUPaKUSYRA/BgiVJAij58HqWANgEpYL99gpAED093mYd5akYIP6TABApeBSsJwFNHZfJeyfDADiJtkXEfw+IrlauY7DtPPu8zIwNXaPzmVlXVRYW8+QVtt+Fzcj5v6O5jzfyvul7LypiJKs6X6j9HzeJnuXq6dI/udRSl1vjU36ihLwW0orT9vmbMjoh+TZnMa6v5QNbCCp3OdWCSiXDwboFASxRAtgi+pkAIBUp6BaBdm5sqTPFEbf8ed0qQ02ibmGzrXsXgkDrMBAK8WcOg49mnw9pSxuM5XlDhi/t8f6huchdn3DLooxkrbdFia2wHBiXIuaX04KBNEBBUDZxahONdlSAAFSuRrPElXKEEUZzALwkwNB+TH4/wQG+c94FrEARFQEc5QdKqawZ+nko94qA1L8q/abneqDx37rORuHABrPAsIIC4hMjrkMDGZC2sTvHX6c0qb+HojgYM5gSqVhYb9MzlWKuVm2phhsVSAIiPclMPiBpKnpC201M6PeecdN7Buu3xL9OQSBQTRIySe5/LtanHXwkpcvpExeU0E3GgdFYt30aB3D+fsJvQweNDKlxCeZQ4YPhU1ZLkn9Kxz+nAXEP58TeT3pHPIUupuwT0qyprMCQGNRM892f5czgaXbb35dSvf9WKr6OeyivI5nXYnmzK2LNommum/y2iZ+//d/H5/97GexXC7x5ptv4q/+6q/O+Ux2sUmMXUdiitDrLMfg7L1tonT8/HlsdMpEdKaF8VlVeqX1HKFrszbI+wtZADn4ORttk2dkVfbE+mdi/RBDx4E3EtIDOqpTkB7Qce8lpP+MXqqTaJaNB33UAABSrZwNAFEb8POfEzXPnVLfP8okY55HY9tsErXzzM9v7vneVIbQZfUNu7i6mJ4E80lmYdsx6SmfwIrNACCbvRJwiNg1JZbICGMkn0RL4UyjHTjht2HfpTuzYwoBSOVlUCPHzMAZkTN3rHFF+XqE3UgiFiS+WRuE44nhcTy4Ikw/fOn4gjHDV9I4Mr7oHGUDKxsG/kQZWM3fiAAgKZDKwJJ2qsvA6Hh0HG1seJH1j2WMoWoMjjl8VqVMJrZp5cYtfW6sDS8qZxJDYmCYsDZ58boO7vP8/vdxkanhQ5VvYN9wo5hAPEi6wmVhgLuItZXX0urWGJthil00BkTkK6JzgjN78vTbeZ1yKRSROl0EIRUMorkxX+UtHj9jA82t8xxAgfse0XuqsUy2i4NsTvN39a+DGiXmSckQmlg38fNxAKgGSpVYQOOD/nK69ZwFNDWh2tZwtMRUmrPSy+tJ/4/VgXtZXSUb6DJonX/yJ3+Cr3zlK/iDP/gDvPnmm/jd3/1d/PzP/zz+9m//Fq+88srG5e3i+sQUgOK2OV+z29rzOWdH1kDqxEMo9Ie2CFyw0t32WX9RqwudM2XkMkifB3kfy/tgSlvPZWGqY1l3pHEeQSsNQA6uAZ0HATwc8FGtcv1FpxIJWOnc89/6GLhd8hIqMW3SfcqMr9I9VTvHuQBQ7Vk8tUgy1+cwN0jPz4uPkXLJ5ZhkbuxYFx03kfK/iy2Dp0svfQc2Gc2lLoUYA59KexAIEtgwxMYhrx7OuuF1IdAmFOTkatyHJTfkzQEgzuKwvkxhjRuQkxFy7k2U/534B/nnOgBYX7/KY4wYQfE9fHYwdry5nk3JdTEpeJA/B3NgKwPBchlYXn1eZ5KBzfYBIi8mDjKZ4TG0v26De2JOW2TMIu6p5+qc+TCNRM18m5c1K3i9c4YPA4L4+dVkYBcNBN3EvuHGgkDAEAhyn51/NiIqc1uD6CkTxlK2sFGAiQ+8+KQbKRDkPpNBRkCD+7PGHBlE8j0bJOYZY9zn6b75IF4oCdU2gdmSZ94aM9Euya4A+rGnAND4+XBWVazXYDsVs2YNpGjJsc0AkKI2ysvjxy19PpAdyPp9VGIHjcksgfNgAF1+hjBjzEYA1DZg1e/8zu/gS1/6En7t134NAPAHf/AH+G//7b/hD//wD/Gbv/mbG5e3i7NF6R6rTbLHy5lmaCTmvhOm7ecRtXTpSb02MG7OF0/y/iKUNfHbdRKvaOOfZw1Mjx8XJzQA1flr1ilIJV3CAG1R8+ahZzCBP8T+cWASsWKHfcegnC2fRwmoMSG12lYyPnbv5Qbfc1LOn9f9OPdcZv2+rthH7jL6hl08R8FBHv4eOWNoxmInMSUqvixAKi2Ksq0MCJINkxXJ4aSYZa8aMCb8cWf5FoVyVPAlimCGmAaDMk+aqAtzoFRuWM09daz1ae0TaRE8IGNTkCmcXOE92HXiPj/8/+zvlOkUwRkuA6sFZ1dJAtJyA+o88mMwkKm0pkNSObWlGXIJxBIYGnJPycJqBt+hrCDlG5d3lYBUt3EKBA3ikj2BbmLfcKNBICAFgoA4EeBsIODyBh617CPA9OockK4u19hAQH1lTQKAkjCSAAYDpRSstomnxNgguxQEVJWOPWQrpQbDbgU4lBTqI2T5B1Rj2eQAUA38IUlaLTYBgHLwx51fOhmYGmjnHgrzPUvKK87Va5+BlPlEpZQ2+CxZvUqA3HWJbRH9p0+fJp8vFgssFovB9qvVCn/913+Nr371q+EzKSV+7ud+Dn/xF3+xZa13cV5xloxKPErPh1La9qlIPOUyECL3b3PHna5/DRgqMTpLnj1lVmwG1Gs7qG/CBqpkV5vqb6USMPDyLW1hpQlMEsOez3kQ80cGQ+koLyuxfwbnOJo8IAMMR1hA8TyG70v3DD+f/PtS/zHGCLoooHHbqHkgXde4iau9u4hRYuOUJrqDDFwVGUpxIjphVFxKk10K8sYJTB9HA0r9ekR2vBJIVQCCxqLo9QLvayOUY/IUwKCxYgMLxzOXrJAhm5r2BxQiBYIoeNYyYmYFLxzZAOhjE5SYPgXpXLFteMPw7cLfZRkYnxpxaV3iA0SRn18GABnfHsYikcbRcUoMqbnB60+1oHssvh/PtJmfQo3BdnY6gY+S3LD0+SXETewbnnsQqJR+OmdB5EAQfZ6bOZ9HjLGBSoOzfPVuLBIAaA7bJpOGCelSqVttAisorkgyMEjHrDDj9bGgFeJSXWrXJperCSUhiP3igR+rDIQudNZs4F4Df4Bx9k+oX8V8eQwAKrVLzRC03CapyTf/nP+fs5IG9ciOkac+zrfNwc9S/WnbswBAc6RgV8H8yWMKCCxtDwCvv/568vlbb72Fr33ta4PtP/zwQ2it8eqrryafv/rqq/jWt761eYV3caZIQYoRyesMw3uK2jO7ZJ5/1kWGnP0yxtgcA4gImEmAIJR9cVJjaF53UwSCasHZQDlDKjlHxgaisp0JtIHVIgGDgPQ6BklwBv6MsX+mfQHnA4UlFtA2YMws1mkio8pBtjqzbW6fMdZXjNar1N+xa7zJc/8q2UDb9g27uHlRzT604QQ0kSFxeVKFDTSoBwpG0TzR+wRLYtP02Xm9AujhGUQWAkIOwSBL78OBs98GycIYG8hCBH8iY1OQI9mVS8IAQDDgSTaAyI6VS7rosxGWVKkdqe2sdefPAaBSTXmK8wRczNsir4dnGRkTASATm92za5w9t4HArGFKBjABZYYRB5lCdWfKwvIyqBy6Z+ewlcLvg4Ft5e3slYA/FDexb3iuQaBokDwEGyg46JB7zpxFwpWXMxVTA8KtwaDCuXMApFZaArygDAbNrU9et3CMmicCuyb8ulCdQjlted+wLQMrcvCntvpIP+JtACAeJap9Ur+RiUDtfuEAUH7O0VdhuFJfGsxvel+OmUTHMocp4qkMziq4bqyf84y3334bd+/eDe9LLKBd7IJHjQ1U+o2m0mXPugkLFROrczPZQjkQVAr+3Ap9E8AkYhlYM3K8QT0n2FFlWbCBUiKAQQAG/UM0rC6DP+67zZIGJPViQNwUC2gz9ucGsuOJkX/d5Hq6X7qIyKXuwwW6efW4qSbUu3jOYs4kNXlvBn9HNkzqzyJQZlVwpkYOBJFMK4+5oM+cfXPZUGDteEBoFhg0OIiJ2cKy9PX8nIERRonPkpbL0UYBH+aJU/S0SYAMMfisxNjirJkB+FOSgWVsI14v7T2ACADiRzsru4ZYQO48MGBcEfjG77O5kQtH+PWrspUYGGoLgGWJMEXfXYYJ9MclnmsQaG6U2CeBkbEhEHTW9O95vaguFGOpWseiNqAiUISXVAJerDYDmRgQDUEnj28cmJQPLscMrPnfgQkjPchQAICo7nw/DniNTbRMIcV6zXdnLKZ8FmpeEGPB61W75iXPDn4Mkf0/FmP12pYFVEpDXJKClep3FWi5NRumevTb3r17NwGBavHyyy9DKYX33nsv+fy9997Da6+9tllld3GtgmRJY/3GlP8P/73WmH6ckUFljtaLATrc322TLI9jDIxUtgtwIKh0vBJbaa5MLgeCoJRnHCEsFAz3oWdiBH+orBL7Z5OFl3CMAmhW8wIqBT/Wps+9qdTzk/sX6rYNODm37Kn9r+tiwbZ9w6bx+7//+/iP//E/4t1338WP/uiP4vd+7/fwkz/5k1uVtYsLjg0mqYOU2EDyN7FZuFkzgSBAZMTUIgGC6MB0GPpsZP/N2B1MplqUiNlZYNBY8PT1dMy86wjsGsJWRNgaEAogv6IK6BMkUNaZLQNDECTUJ4AhZcZPDo4kmE6W2WrcB2hYR2Lo5ADQVjHiM8RZRu6ckHgwDTKa5Wnd+f3Hgtq0xuZK6zdkYfHf1kBy56/CljZI5xKX1TdcZjy3INDAVHeEDQQMBzb5+43SwG4BBI0ZcdZYK3NWE6cMoqncAJawjEyJcXZFJiZUrFeNHp8P6KfYQEWpFn3WNkUzrRrYMypDKOg3S+np47b1Fdmi309FVlC7bmOD/kH65sr9VZrEbAIAFcvccL+x+7/qRzTL74oz9bb3IpoTpXtgavtNous6/PiP/zi++c1v4pd+6ZcAOJO4b37zm/jyl7+8UVm7uJgwM57/NalMnunoLJEvRuRsIBtAlfm/05LZf50ZROzPOmMJwLCOOvUIyo8X9q+wjeYwQShjGIDIOCosTAQWUJadkdd/G4A+1GGkT9g0NmEBbSI1LpVPMdZvjMWcBbKp/i+X3M/OhnpFkrCL7huAXebIaxulCXsGAJUYJJuY6XJPHCAFQUoZp5JdgcTAF0BZtlWJavanbJJfTQ/OPGqkALSXbw3AIIMBSFNtBwAEAVkGBlGUpFVJhjAgoDRl4MelVufASpBZ2TQLmWTAhxXu3IiFJRABoKROAXhjwE/erskJMfZLVtcSQ6cUgSXlGzC2h9fxDdhGImQa4+BPIjOrMa9KGd8KMafexf2y8qZMq4cF1Ot03nEZfcNlx3MLAo3F2OAyZDqayBZWHAxf8IBkEwPFKUlYqVwKCQQwKJEaSQmDHorYM4OSJsCgAhvIMsBpql4UakSaNMs8O0+zHqRem8vAxpg/21Lrz5JBLq/XRaymBg+pCrCXbjuUqk3V6VroZAsA4dT2m8ZXvvIV/Mqv/Ap+4id+Aj/5kz+J3/3d38Xh4WHIFraLy4speeTczF2lxYNNAYLZ7AsVgZapOgEZo5SldAfK4AyP3Aup1B4DsCp8bwbHmxvjfXXKuCI5Vuk8StkZqc7u+/IxEmZOIRMjB+BKoOEm7JxtWUA1KVvpHhv6N8WYWoTi9drWt22O7+E2i2jnycCejEvoG3aZI68mNvXGqe1bTYsNUQdYaB8hEgAkn8A6sKHs01I6ZnKoiXPIsz8NCzAJ24MzlGIZ6f8SNgGDFASQs4JG+oWYOSyCQYOTKsjqBpvJZpBancAfbYnpUsCjAnuF8BMR2l/CtQMBQCn4U6nTCPMnbFICq8p7xd0RjaFDfbJ6hBPxx7MFllEuNeMys8Tg2pc9JzX73KimsS+0Bb//q1K4CZbZuccl9A2XHTcKBNqEDcSzhY0NeMbAiNKgZGyCv+1EYyz4atlcjX2gzVO92DEl4mC4BAbVJiX82GOZwvI61KRUtX2n5EQ2W0mPn28PAM0Bf8au2XmAPnmdeH1KkbfJ5PHU5l4ZcZJaBkxLv8VE+naFKLnx98Am228av/zLv4wPPvgAv/Vbv4V3330XP/ZjP4Y/+7M/G5hF7+J6xtSzCzABpADiPVICT+ZGzgbKAZ6aLJT/zRmcJTBoLPL+kT4bLCQoOfAIAqblw3nfsTkLcXwSV2VhZqyS2fLvESbWXANxfrxNpcclAGjM0Hnu+KK0P31WHQuVJF0VUKoELJ2H0fRlxLZ9wy5z5A0N7l3CZCr5kzSwFUJabF6GLfydMmFKsrA8xp44/HC1tOIWqDMqQkHTzIrSsciwGAWJmDB9Wn4Wwc+n8nltP7dRavBsrA2gj/bSKk1SMMa0MYhzICGEU0EIQDKELJc1DYCRuSBEISPZFACUXyECgLhcK7CABkDQ0AwaGAJA/Dh0rsWsZsRyQnq/8oIos9ugzZiML48aGJabVhe7/ZkMpfOMy5g3XHZcTS97DWOuxOi8YmpifpY6lCbXZPxbOk9upiyU8hP46cFdKUZT7BZWusPfSR1kMlAt1b1WTn68khfQNlEDgEp15VFMB+x1pflrKrbxGJqKjSdhEzKt6+rzkEftGoy9tokvf/nL+M53voPT01P8z//5P/Hmm2+e85nsohRCbm8APFbeEKhOGShVw/iKH0vxeVxgr5SeLVXj/eRZGuVR7rvNgQtghAmYGfGPASNToMlQont2uV0Chl8Q6Fx65vG2qw0Ex86vlrFxKgvk1PN3k0WiybJmAEDPY2zbN7z++uu4d+9eeH3jG98olj+WOfLdd9+98PPbxTBmGymPYSeDjbf/HZQOMwQFypWp4fzpxNrOyko2p1lSrMsWj28HGbpksX2EB1hEDrRwNhV/sf3oawou+eIA0P+/vbcPveW66ri/M+fm3jT2phhNG0Le8xSDlBrbmCsoNJViBP+piApWaUoJLSSal0K9UTCximlNrGIQ7fOHtfhCiykmFK00UKx/mGoxbaWlqQRJG5KmjYLJfYre5J7Zzx8ze8/aa6/9NmfO62994XJ/Z87M3mvmnDN75jPftTb1Jdn/c6lMI3QRoBSPKSgW1aZfs3jl/kcA5KCN5AISRItBp9oHWNuugYr7iZkK9pghjY+mH+6CNnXfsEkdlBMIGN1AuZQwWhg59pTV26ZwOnYvFjo9qi3QTJ7W5YtjVjiChP3O1Xigoq4gGjOvFeT3mY4thD6RGdza9M1QTjY1wdUuYuBnVRcQBUBTZ+IqORnkirJS5RxRqWVTxPdxVXu+BZXbSg2T6kXl1lftn/z6OtNSXALwE7hkhtoMGWjRMmDs2mNjUKw+EO87dX7shFe5lC1atNn2xccrvj+Sayll/bf7GFtelAotXBFauGXjtZ8FL0JdWmfG/0ymXdjG6rxJ+8hnWLT9cgCUAzR8/Kf7QyU9gImdz6mDx33WFQBo6u8uaGdDKWFTxwadOXL/FEuLCmaaArxaOc7LQ05FEl93BYzNUO+Q1rIxBik3UOysQ+GP/duuz4GMt09N41wVtoVo/SIye1nbjDN32UndpZmr3CxmxmCJsE5Qw+u8SHDBgywmXBYeDfR1h4bzIjsInfFBz/g33PrUEdQvs46Y8VjZIsnOdRODJPb7wr5Y3AFkV4nVcPLSskg8Ng2sBXEkURjFvsxmcOuUMBSvzlDXyftqv6/D/njfjUpQ480IFnEB9e+F7iIrN7X8hnSI9w0HB4FqRC9eS+sCTRW9cFoFBEmQx7ZN0+G6risqxhvY/OGnh/H3MLyfOm58H2skASDpoj1M9wrjoC4gCQBJmnoRLh2LWApAKoUqFgvvKyfxeETSVfy26woyl0JU+n2UnGrS1PPrlFmaKqfBXEWAVeuXBG08kFIwu5fUFp+5MQaDvO0XknsoDuZpejKFLFy5mmA0lXfc/y663xSeOKg1jCsl53I/FW3eizK/bo/8O6TLXSFpsj8eZItAtfB7IsMvqiAlKwKZUgDISko/zo09Usy587EEgKS2Yoo60GZ6oLVtTR0bdObI3ZcHckqcMDRNid348s0tBLEpYUl0TNNXWCpL00CsxSNNRW73w8bUr9fHYtNzxvXGm2mbFrYg9WMC2CLMXsZBEBdN3eHHg09pbzcPYBCBP9m0K5f2NECz9lhf8wgGZshWMgZYoj8e7QCC6PFrh/f6497HvGiARdt/hou2B2VNdw7oGMyLSZilDIAIgOxxoJ8byDJghD9uxi4JAAXHZLjezqSCiXWG7D7SvylsMR3QxO8VKLBKH6fWA1W0ZhHdf28TlpK3SRB0iPcNBwOB/No46dpAkgKnQwZC2OX8oil1YzEVBKUkgSAaP72pkNIJ6FNytw+AKxot9RfWg8jH6KktAwcl4ikL1PHT/1tGL2zpDzRWAJpfhKeeoObcYDGYR9uS4hnjmgZ/gPXmppZ+hhz+xOtwrXdmMBtLVW7vHtg6VXHFgH9pnRL+e4y7YOTzeRToVrgweDslaTuhN4e5gkT3oPG2QPAqvz+1KnFreaBHuLhqHbwyaNpmhN4Y4Qr/bDi08cCeMDYCyI5d8fGmALAIhab52BNzppUcw5LrmlwbVDFnrNVU8FNzzTW31j026MyRu6VokWQiW7y4xx9lzkDTND1EMR1c1WFvhcGD0jR++6Q2SxAHdYgMQMsuo7OLxUAQ4IMaYzD0L6RWRaaxpyCItgnQdo3nPOqGysQ9oBlgxnBeFmEQhRwpENS0aEhdmaY7h7Y9NoCefr8WxKbSocFiiA/DOm0DB4AWbYMFgSKLtkHTLb1YJAeTCCHYFPDueKPQAeSWhQWpowCIxyW8NTrPInWGnAuIpZu57+sYC/0txDLNpQLTXKlZ7Wx8/d8oszWtSYd437C3EIimdFnxC7qSlLAYCKmLZVohZ8lqH7vg5Mukmw4Ogjr09X5yIMjGRfsPbx58teS9XB0g3id3KfGL14ZZ42PtO6eNBT405auLzwaWEgdAYu2fjNMgdhxKVFpUtrS99Gxn+ZvIVZRKzeTpepuW6UzUVRBbX3U4mjr1OoflQHgejDotIude+zeFVHRMSQHhWF8cTHnn68G1JBW1dtsTBw11z9CxK6eqdN7MOTQHgPhy27OFQdwVVHLOiwG6KedL2WkcsbiTcSYHgHi8qWNYus+Ss0iCpVOcvvugTYwNOnPk7smDNoB/A9y0I6hpFz4QYelHFnpYl40Zti2VnZnLM3cw+CP9LRWWjoGgsjhGF1RjgKZp0bTDzGLoAZTd90WDaB++O2iIDQwGxY4PhR1dCBJM0wJtD1oaAKY9hgbAscER1Db9DGFo+0LdY0oYgRfoj9FiSP/qQdAQmwVA3VJ2JonwpwkAUAr+SKOAPBU9r5NU95k2zejg4gBITHmraRuSw6iZFdrQ2dC8GDeZDnaA9w17C4FyojegQB2oocrWAprwZCoGgoDym/vYhazviOqSIIiuW2Mrt220CNMi8nEvA5u9d5PBQFDuGNj/QwBU9tSV1o4Yl8sAyL+hW7j9kTRlFpTSad9z+xbre5WL9qlPdPnvcFfULYGuLT9Bd5vnVKqZFYKW8fefUux3WZK2RbenbYiFohMgqFZSWxQE9RproknnhppUKqoaF6Mh41/Hlnvn52F6eA6A+PGx/XTLfip56gqaev6LwaC5z2n8u0FTwHZZMRcQlX0IA8jHcZf2cxNjg84cuVvKuoHc1OkdYHpnjL25jdVDGV02ZKGUdjW07+6XaX0bplQxYOvYWZCZlqQUI9dlYnf9PgkMYn00IClNBApx8dpJy6GGkYNB3ixiXRhc14Xul8FBBTMWnW4AmAEStO2xvhYRMAIg0wRNUyCyaEjNna7r45HAAz2OXsFrGQBR+GNIv1Q83a8Z3FMifBItPn6LhnxH/X7s6iMA8qabZy4gL92qoPBzsEbGBSTtihSjBUpTINVc2tX7hrNnz+LUqVP48pe/jC9+8Yu4/vrri7c9OAgUzclP5fVHQE5Yy8FPU+EAQLopiFrDEyCoVFJ9INu2jbcGBPH9cDcOpD3et3saHnlKKFnveUyuzwqYZtgFpVSwK1X7Z9xXH/4ASAKgOVKVpKf3qwCgHHAqcRKsOpMSB4al6ZnbcAH1/XYwbf33TbXfmgqCou1x5+SGvydJt6uQAidN7Z7af/+99BgqLk84G/n4xWGa9JtrF03UCcTblN83iM3aJp0nN/F5psYD+n7uHJ2rO1QCW0rH4JLrldw5M5qytuJYtKo2NTbcfvvtmv61ZY2umcjNrRHOf0OKVKw2UCBXn6XeveE1I6RseaGihx0WRlC3EiCDKm9Ke+7IYX00dpmDVL0zCIADHQvGHWif49Ts47G2CUWuZlB7rAcvjRn7ktwvhoCixqBpejBgFh2a9phbtzH960XbYEk24VCK19zp4c8IQ0SIEcx41sC0xzz4A4Psd0R2/UCGP/Zgx8TqAfn9+Mee77fktEqJQyb6C/LqF3kbdWJs4q7Y4wIGqbaoXb1veP/7349LL70UX/7yl6u3PTgIRFVTGyg1CwuQv/lf5aktMB0EUYVpYqMLIweCUmrb4cZh2YnHwURiT6U/AGNamJjylpnFhV/w2v+tCygGF6QaHjy+dQAgfsxT8KckJRCYlpJR88RVTkUMj2us1hEHQX3/FCSGbW2iHlDft4GpIPr7UOBNFRdNe0qBoJKZoKSaJ/QBQIly57fceCI9AOApW1Iak4vXS4MOQZhURJ6uIzmEcg81YkCI7ksL7i7t0MLCod7ZQ0GQ1EZKsc+3duxd9eKudPwpimVi3YEgfV6oX1e7n5KDzft7D2ok6Nhw9OTBEP5xuhvP4XcZSQvr2xk2IW0GZ5yCm2BawFqOhf2N8SacOnZ4ethKIs4QB2cSQMj2aYv9umbI3xZK2JnEFu0Aggb3SQOMAK1pAbP04xjiosWhTdcBi6ENc6xP6WoXXu0gG6cHXqz7h7lhYilgDrYk3D+5MwMFQLQgM6+PRA6e3NAQQ0zWZcZrDgWwRkgz80FXHDLxfXL9BC4mHwTRlDEKqmysNK0smLGswJk0p3ZxbPj0pz+Nz3zmM/jkJz+JT3/609XbHwwEmqNgoDT9aXJ9Vlco9lSzxA0EyBfeOZXUB+IzhqVqBKX3N7yJKLvwlp1ZzaIVYyqRdJEpFeEKnoIXpG1MrZWTdx2lAVD0if6wD7T9WgCUeiI/BXKlnjrHbg779zSvSrVZ0d+BVNDZgqCYUoCep82WuB/mSn2R+i1xVEqOm5gjSjrPSFOwU0kzipXULoqnGXfe9PYWBPXxmaD91nP6NC5mXnRZct2UyB974hd5sdnigmUZN5Lrq6LuHP075r4qaXOKStyq6qxUbUtRwOJWYI4YKwI/eleMD1r4TbbbbLhBH85Yw0J23mA31cn4gg6cv6VvCiEIAkYwEztj2ZpIvaMoAx6GKe+bhoCR4V+D/rzrpaSh8WZ9om27QtND/R4HgjAc8qHuT/93Bwg1hCyYg13HdDADCEJ7rE8RG4BNQyGOgQAp/FSosROyndvnNADi+0tn+3LNxgBQzPUi5gmy2Miq/PMfYxFmGxPapI1JdY5iIXrOnYyDh7rq+DEK2tpDvfTSS97rEydO4MSJEyu3++1vfxu33norHnnkEVxwwQWT2thrCMSLQ0vApXamMLFWQ2L7WIFp0d7On8xGYMQUGJRTDrpIT7djisGv5DYJsCY5gkpvqGgbfJkUXy7SWJpUrUOlZnrnmN0/VxA71z9tm/8t9ZdTLcDhQHKX1C1NZW6vPu09FMVAUKn4jXQpCOLwPeXcKU37bCc6UHMgKDVrmjdbmTDzFq9Ll3rgQPedpyEDNAGtG/tbjDEs7NPn4Wq7YXdh0rTrtN8a55bdH7es8pwQA2FSHClwQ5fXLCt1TU11AaXaAtIPDnZJOjYcLfXAxHfu8GLO3lTxtrrakBZm6wMla+A2retnoBlhHBmHRX5HRhhEQVC/PyOskvASr4nkXDj8xjt4DViHTtN0DohITiS+mVVn+gDMUJcHncGi7a+3x/0AgHM9eBtqBkmfEf18muW5cYYzl6bVAlgOsGo57jSNMQIbiuBPN7p/cjWBOYSx+5CKwa8QTsYI+r0RQJAxYc2hvj8BrtgNvBXHfc8Vup4qC4Loaxpj4ALagqaODZdffrm3/N5778V99923UizGGNxyyy1473vfixtuuAFPP/30pHbWDoFWKVg0Rdu+2fQu8pf+rBq1sZWkiE15qsxBEFB/YUZBEFAGuChImVL7piwuu19loEq6IJ6rTk5seufSejxT3W0ph1G8dsdqLqDADcCOqVx7ajOpX5J2Nbf3qGkd40MJdCxxavK25nbxlKbjAnHwG9RiY++XwH0Ogvq/TRIE8f5j2KZdxAEQj0E6Tw+X/OT9Ps6FK8w/XJCxU4lU643uK5AHQLyQ8RwAKAd/YkqBRS5pzLHrSuO9BC756ym1kZxDt2LbbV+/ATo27Io2ee8wgobBERPLuiGgwf3dLNwNLAdBPCXMwRUANC3GeDf0Y7qS67cZnTpZR4QxoCAIQNQVFGzK+xBqGQWOEZuO1VuIHAxC0wJDypyBcdPKczhCoUkLgyXiIMgAaJbn+oFhcI4kQRDsrpzrwY+FNm4Ldr5h++aBH8CDIjn3D017o4W5xTQsuh9RABSBPuy9sb3R8caZo5f+Rft2aX5N2J9Q6Jp+lHa/AsUKmdu0yuG7GQNV0WLQESC2Tk0dG5555hlceOGFbnnKBXT69Gl86EMfSrb7ta99DZ/5zGdw5swZ3HPPPcXxSFo7BFqlYFGJpKni524/XMZdKyFw4CDIqvZiKpeKULLMSroYL3nKKKVZBf0WwgWpr3aGCz/bRlfoTALSAKhse7kwOE9B4+tINwS5ouOlKpnSXuovp1Q8pbVLpva9DnXGoKuYvnHOJx6qUeseH7hS6aGp7/E4zXi9c4hKquVT3UbifMzfSbUee0BBXUHSFPJ82tPYNOw2HupWSjkDuSso2AfBWdtkTiVToUsMAJXUTgJkCFUDoGq+X6lrCh5fifO3FgBJKeml2/JYdkE6NuyGNj022Do+C3sDbGvQRDeQ08IkRxCFK87BIqUXxboyPggKXEVBAV4CglwKW+tunAmKSvfh4kw7MCSnVAPYAQCNIfVeaE0g0mQ/axiwGKafXyZAkKvd0437NwaTOZ8Y/7h460vbMjeM5P6x+54CQFIBahdPDABJaV4CMHRvsc8oKMzsNkycl2nBa/d6BJO5WkfJFDPaP60LxK1oQACqXACJWB30WtM5eerYcOGFF3oQKKX3ve99uOWWW5LrXHPNNfjsZz+Lxx9/PABKN9xwA97xjnfgYx/7WFF/a4VAqxYsKlUKBM19w8ndFeNFVd55woEQMO0JG+0/tqxu2vbERWQmRSGMQYZmVKtCn5Srh7bdkfVXfVqXhCCRWkSSmsVqhaZz07/T72cKMtWI7nusIHe4zXyuibVoaWBij/si66vm1abGByv62+AgiC8Hxu+whRYcBJVIcmXU1BDiyqWMBf2z13z8iRXMpltzV5At0DzGNE7DDvSuIA6C+uW9cimiHAbR47QocDaJbVZAlxIAlBq3eeoZMO7TKineWRiTcONOgUElfaa2lWLbC9eMjg1b17rHBnfTKXx0xqZ2Na2rQUMdJ57bZLCa8PQnejsbzMAFoVt3s++7gOjsZdUgCDY2HwSZAUKIqwt9wPaD8Fhw+CI5cdABi3aBZdfX/zHNUCya9d2ZEQRhqA0kgqCmBZpzMANI6F0icp2cwDHDl3OHD11mj4kARKSZv2oA0Nh4BABFAGHgEhPcYgCDIAW1dFKQKTbLmf28Vpb7HI3rMwBkzqnUjF/SbWgDY8PFF1+Miy++OLveH/3RH+F3fud33OvnnnsON998Mz7xiU/g1KlTxf2tDQJNKVh09uxZnD171r3mxZRSkkDQqgCoZHu/HkSYIhV76htziljVOIBStV5qUrC8/hM3G6XAzXuaG6QCrQ4IpONAY6Xv8tMgr+MkidfsKI0plRrFAZDkzLLvS8dZStFIAaBYP7y/mOZy2c0xw9qc6pYduqb8hmTTU38fumrHh1XGBkkxALMqCMq5iQD/RnzqeTA8J/sOHC46cxeNwcrBIKEf6gpKgSC7vFuOhZxdsdKE2yoHg2LrmMX032TsOOUAUO48UFJ7qPR7I/VVkx4sgTZ+XZE7DqtIaiN0UU97cLVO6diwXW1zbHD31jYljLiBeA2afiGBLIN4bRNvdXuDm3H9AL7DzMEgNDII6tfyG5BitMAKgE3BifXPoZUIgqgLx0IyIARBph1T5poxLczOHjbuJ1nWGb9GUNOiac7BdENNn+4c0HQ9DAIAfm605xNStFqq6wMghEURtw0FIva42LjdpgxQVDuABMeR1DeX/W6MwZLzbK7Okddv2J+0n/b1KiDIzgJHnUFijSRvozAlj8a9LhcQsFtjwxVXXOG9fvWrXw0AuPbaa3HZZZcVt7MWCDS1YNH999+P3/qt35rc7y7cYNKb95i9PWWftpoCgFI1V1JAhioGf2phgO2v9YDUfCCopI6O98QfY6qYVDMopdQT1lIXUCmUsfF57puM+4e2ZwFQrh/enyT+mdfcgIj1iITv47aeDJtKoq/TAM+nKeND7dhQUhfIq9uG+Pc7BYJSStXxSTkyakS/l/w7Gpu5KyXuDBrPj6PLx74vxkNcQeMsYqEjyEudjcD23HheOt5L5zHpvEcBUI37J1bUeeqU737q3WrnxxgIonHF+l5FaadUfHzMaRNTzOvYsD1tYmygorMSWbk6PraYM5mRSnSWACNcIbVN+M2657KRiiUXuBucqwhwkGaEO0Cs6DQQ3nBbN1Q0Y8gAZgALXj/dOYD3a/umfQGgRbRbC16GdC90xoMIFjBQENSS1LC2adAOBZ6bjhR9tk4R6aOJgB+6LIA8/Jgz8iE5mCTRWa6Ki0DHUs4i0EmcbSxWv4mlYKVcRinIJUl0OdWqZvavSBrYunWIY0PVlefp06fRNE3y35NPPomHHnpoUsGie+65By+++KL798wzz1RtX6vcrF/l7YQXr94Nb8tTc1r3T3o9pV/u/qEQoBQAUUkAyHSd+I+vl4o12Pfh2JT8a8875v7Rdvi/9rxjBLqM/+f2vYcv4b9gPWHfxX0msfcx5MFMCRRpF20AgNy/AQDRY9y2rfevRFNrAEkKb+7ST8U3IbM01f9Uaa1zfFhlbHA39xFngvubnTOoDAEEts2SWiyl788FQz2AQL63UvxW0jl0cfyYO8/05xT7b7C3L1o0bQM+G1ffh++a6ePovL6lcyw9n3Jg7OI671jxPzceHD/PHxPZ52zIZykBoNxnPcbZTAJAsRo6PPWvdHwqld0v+m8b2hUHkJWODfNrF8eGmGOgN6EYN7W7aY+NrhEJAhEQ0RjjboSlIrnOBNI0wb+YDPvXGdPHZ3qfjYvTxSrEmQAPtGvbNv0X9NMeA9qFB1ScI8Or8zLAGWN6cGQ6tOjTvBr0Mzsu2gYL55QZ/1EtOzPuNxqYdgGzOA6zOA9YnAezOG94zf4dOzGuM/xtFsfRLc6DaRfomgXOmb79c8O/pQn/8ePPReO2/+w+LZp+H1sYr07OeGzKAJBBn1nUDfHalDOXghZ8aZjLSPrb67Pva9mZoL/O9HCW/qP7zlU0nXtBIeeGxxlzdG1Quzw2XHXVVTDGVBfQr3ICrbtg0YkTJ5JVs9ehdRaWthed3BkEjBd4YW0h2SFU6gCa4v5JiQIgHpPtgz7JNctl/gluwh0UrDsBEnjFVzNTQKdmupLcKtl4V5wVrUbcbUMdQED8M2/bNlnsW/o9THUB1QAw2v+6XX27ZOs8FK1zfFj32FAyE5bkXJFcFaXfFSk1J/b7iE1rT6d15/2PbqMxVSz1+4u5VVvAFWUeehiW25iGJ4jC40LJEWRb4IW2qdvKngO4o7QEINP6QbQuEXWAitt50KUs/YtPQQ+kAVBqLOKpaHRfpmhdcKV0VrWcauPbhAsI0LFhHdqpsYEXA46t1tuAehdMe2xwwAAlz85t6RJxtqQVNbozxhQxgwZNu+hnhLIxxGIjjiBeI0hyMLnXw/tNuwAMdeH0GxvSvh9w76Tq07daoD2GRTvUOBpmA7PVh2LpRuP/JozD9cF31AccdltjxhnKKNDgRaqD5shnyd+nL93U5talw4skJwBJasYxCn7apn/dNE06JauoHpDfl+3DsO+B21dS5wgQnE52vYJZzmolwZ9NuYCAwxwbqiDQpgsWraJYrRV5Xf/CMHUDKl1I5y7UpJmfOBCS4E8qZcj9nQFAJbV4YrODeA6gzJNrfgEv9RW7gOfrrVI8ExDqWggXj2a5FOo+xPcxBevcOivOwhX0z9LaxD4FAJRzPc2V8heLJfzbB0B0Jjeudc705/VjjHjTmlpfldaujQ8lKWGAf2POIUvQJgfMrNbO3PJSWgtAEIVZsbpy0nEpSdVtAW+6dqDz0sMkVxCPg8Iee8Ra+Oe46OxhAvSWxFN8zbKfMMCCoJRirhxJHABR6N0SJyaN2f4dG3NisUhaJa1qilYZl1eNa1MACNCxYR3atbHBpUQ1cMWc7c1224yOG1rQ2bTHhhtb+btIp7y2YAWAmGK0imiMgA+DpOLT0s04nc3LxsslhR0cE1gA0oMe3q+XgmZrBHXjdO3NQHjGei7x35OfOmYc/Oo3DK+zHdQYoA+FKKk0J1ec2u2bD114CpYIfQBXo0iEP3YdUt+GSgJAUu0kG5ONxQNOrl+yISuAXTK9PRUvdG33n9c68jdKuGCnvMfS1zapQxwb1lITaK6CRVOUAyfRwpkr3KzXivbFC0n378djje9fGgDlngDnnDKxeGKFPu3NfEfikECGizUCtmrELxRLPidqqZcu+mO1O/i+zAmASkAIvxEqddpMAUBBTSR607wCmEo5ktbtBuqWBp14mRNfXzWPtjE+lMzsxd1AtSBoXaLnnFIQVNs2UHbetWv4np58raA+ft+R5NVYEmLqzwHyeJFL3eMzneXGLskFlFIOAEkxS/1axQpSx1T7ua2imu/TFBiamzF1kwCo71/Hhm1po2ODdcIQHwd1nYggCBhr72TaBeDBoFJxV05fRacXrZtDYwZ8MGLr+Ng6RlFXBo1XqA8k3e8amGHKd8kVNMAeUj8pAEFm2ddZGlwvxwiMaDACodS9tv1s+DIaN4c+HHBIR6RFD4Ak2GEBEIcf/T4OncTS7gpgAHUBdV3oAJLkQSn6RXGNCtuyejo1AEhy/wAIUsCS3zek4U9UW4Q/Voc4Nqx1ivhdVAp4bEM0ZSwGg6LbznjxlwRBBU9HeSQBCEL8aXPLLuwhrJtS6gLfupjMskPn/l56y+l+8SKlqSKa+bhCkJF/Eh2beS3+1DfmtOHqhBuMHHCakgZmYyt1Jm1DZmlgIk/0Yuur9k9TIE2suLzX7gwgKAcLgrhoehaki1j7+179uyqNSzYGM0Abv38fBsWUBEEcuLdpaBePvfVAUDoeUg+o8LqgBABx1xLtj/9dA4Bi8GeuFC2qVR25c7S9aQAE6Nhw1MTdQIBfeDfufhlk4QeBLWNK1rQb1xgI4rNp8ViXw7qSK0gqEsxTw+g091wjPGnGvigM6kJXEIdQY6uDK8im5hFnkHWmkAxb8babL0u5fYwZf9F013gqVdf0kVmHDVeQ+jSAnyT0SaSqTVXb+FCqbZrQBZQBT0aAfhIASk1zn53Jy+sv7ezJKVXAO3BhrUmHODZsBALZgkUq/yLOTzeKw6A5+5Rei6ldmfQvHpt95T3RbeV+6HTBKSdJabxeHOzpbg4ASXUY6GtpH+oAlU2NS7taamfiqnEASe4fb/axCd+zpLMsAYDST+Y3kwrW92VgKoj+PpzM91WbGh9SbiAHN5jThr6XUikIKp31MbYsqNWDOAwqkXwsFsHfdCZF2n+q79xvJuYI8p2Gi/48jXF/S8+/q46f3BnmF+MfARB/P1eriP4dG3+4JPhT4zgqqXlFNQUAlabP7bp0bNgdrX1sIPBD+sgtJKDAo23aEfLQadK9aa6p+2WEQcVhCXV6JBDk1bTBeLPugathncARxEEQ4GYMsyBIgk5mKNAc9JVwBVl5MMhgOHa+M6gHDWxqdPd5yO6fmPOHun5cllYCork4PcACr5h1YwzQ8cLLkVSoEpHC2hKYsYrHN0CZLgOAWCpYv+/xM51U+8ftP4dfQLjv0kxkbHmJcrO3bVKHODYcOScQsDtuIOmGWJpiHvAvEqsLKhaCi2bRuqnUk+1JtVwi1n6rDiQtrNDpJPYdgVOm85/o0n8pACSlu02KK3MTWAo4SuEPEAdLcq0dH/6s4wlrDkxNOa4q1aqqrQ1UCoL4eTXWT+rmtxT+pN5zBZALb/SnuJbsuCSBIECowzakqOWUAkH9+76b0hsr2zAtVfqMSsf6ktQ6rwC04GCV9i+2rGzGsTT8Kfmu8JpSOa0D1pS2GZsdTaWaWxR+ACNs4eCDu4KaVnDYUBBk2x/+pzCo9AbYORrsjbj12LCb9qZpHOjghYK5g0kEFBQEReKLgSBgdAXlagVxJxIFKP1nQGCQjcOCKZIGtGBgyNVDavpYJGBI9zo1nXszuIBiAMhz29gi4as4YQrcYXa/+DIgdCUFAEj6zpFUMJkT+amRQT/dcG9aUnNo0NSZvLh7ToKB6yi8ftR0JCHQOrRKYWl+g8FnFQPyF+70Ytn20XWdWI8nqGczEYrFtqFPbYuXkxuB4OYq4UoSpx0udADF7PcpaJa66F7nRWtYyDU/45iU9pWr8RTd74Q7TQJTPDVt1wDQIeb2quLiaUcpF6IFQcB4ARkr3p+TdPNbC3mkcz+Px/UHBDCo9AECn5krjE0GQa5fxD1IteOLWDcH/fkkcK6yZdJ5nY4DKVEQlFrH9mtVnN4kACDxnJqAP3zszvVFx/ccCCr9vvLPYJU2d+GBHJWODUdHtJiz5AayUIHClWVnRkdESs4FNLykMKg0PntmHRwiFFQBPdSoAUEBtGJx0mNB08KSkCXVV78GYBCtTWSBQn98AM8dBIzwgPzfYIRCNn3MxtjCjDGhQTukglnIE/Q/HEsKgBYN/ZuAlmGqewt/Smb8CuBHBMoEmwHO+UWXASwlTXIATXAkSTOeVfXTtONyDmdWmM0r5QTbtA5xbDg4CDSlhsDqfS7F1zEYVO7MqZu+PgeC4tuVPZGsuVhLOYIWwr67mzMCgmy/sVglAOS1mUkB4+3VaJPfsRQAimkKALLLA0hJIc+MtX1yjrN1ynRd1WCkT6WPjqRzHa8vM/X3PwcAosulGQSpmynVxiqK1duRXFQ0vqAdwUkVndXMpoWxBxvy7I8y4Lf9BDEjPJaSVjnvl8RS04cEilY5T9UCy6natQcCXDo2HF1JU6QDI1wZXyMEKzEJaVfFctsaB4KAERDMLQ7FeH0gCpwA/7j0KVjGuXX8hvMAzEuho0ABDKbZ9Qkg89LXIiAI6Gv+cNlPhDqA/L8x1r6pBUA25gBkpc8vNAVQes+bjct1kgBA9jMiaWepL1BY+4gBoISrLKVtFnWeQ4c4NhwcBALKIMtcKWHJWZUSMMh3/qRuDEJXUC6eGAjibqCUaurw0HWotT+2nWnjDiJApvVBDSKW+mXXWcUBlFPtxWtNGkL0vQIAFAc6PvyRalKUxFCqUhfQtusBAYdJ9FVplbqBAMERJICNVB9AvmbLLL+5BOBx7pwJ527J2Sr9RptFOK5wFxWAqHMptS/hOSqsD5TbJ2B8GJATBSk152T+Oaf6qk13ato2WmxanJGS7cMq1zjbBEDbvHjWseFoSXIDpWrhUNeLeDsoVa1lriAAARCKgSQPekjul8ENZGPk20bdQEFHaUfQYuAGPD0J8AssB4CsXwM2LSy1r2EBaRtM7w4CIDqEaFFpO8OYnW7euob69sM+/Rm/WPrXkALlAIj9mxyvVC0cz+nDAZD03vC2dX15zdrNeE2ewro8MUDDP0065X2R+8ml6xGAZ8MhaX1TAFCNC2jdRaGBwxwbDhICAeOF2DqfOtWAmT6WuDMopxoYRPujIAgoK66ZmrqbPjVN1ckwXefSvLi6zncJ8VoaXouJmgqGAR0KfwCge+UVDxKVAiB+kV07i0+qDoTUhvRdneL+GduT4U9qn6PpMUW1VMLUtNLZwOJP3Nc3PTwAmK6ywFtqvlLV3ksClRxsWBAElN2kUkdLaQqPF5N0kx8dQ5bR3ypdKgEh6iCizpoR5IdjTmz/eeqR7TMAPGz7bLqzc+mMIIjvGxefDTEFsaY6p0rSwKZMeS6lgEnwJ5x9chpMrx3jqKbMPLbL0rHhCImBDzQLvzYQQucLdXEYDjtEuEJSZFjx6BJRMBJzvwA+DLKveYrPGHfrx0v3y3QjCDIIZu2i/QXtIl8fyK6XOgbBcnsMbMoY4IiOV1SaxLpo/CLR/W6GQcdmv3IpUN05H4CkHEAM6lAIQuGPey/Yb+OKgvPl0SnoYw4g2m8i7cyKw58g/YvWQqLakAOIu/S2UQ/oEMeGg4VAVqWOmymakq5Ft113n3w97gqyy3L9+W2OF8oSCCqpHwDI9YFSqWCpmg8W/ti/Y1PArwKA+FNYSanaRbF1S8BL6XeFz/gVgz+xGW9ycQTvT/gO06fzW9WygzEVg8i241XNopgbiENQXj9tiitI0roeSsRm8aLxAz6YoeLrxdKsuGIpXkY4x9A+kw6mCJCT4slFmAJAPN5VCyLnYEjp94WOPTH3z9TrhzmAjVdraUYAtDMwSceGw1YkNam/4R3dL8uIs4DXwEl+U+gNsgUtBTfN0g29K94MeC6dPqYQznhTnxcVifZhla0dZOFTA4BP4Z66xRUdQY09JgvAGLFOUgqONd05cjwJGMKyLyDdNGjIbFttA2/GLemePIAfZgkYhACEu25cUKHbxnP4pOBPBAR5ihTU7v8vAEBsOQUyFKT4TqMudD+V7j+FTqy/TA3psOnG32YEtGHcG9EBjg0HD4Go+I33HClhtelaYyxlQEisTyGAoOiTWWbtB0jalVBkM9W3c3mQdnLWefo0PIARAJCoWVRS66HzYMcydAaRVLGcVgFAsTiB8OI2VXuhZPavsK9wuncJANXORuMvz8dSUqBaWr7pVDBgsHVW2Ee7PSD6qjLlas9QxdKdUiCodDay0ji9ZZGizWO8YfFmDnisOAyeIz26j1FuZ45Zp3jx6rI0Zfn8wqGXvG26/dQ5dRIkTMwAVgqAYmPALgKg0jpJm5SODUdQpFhyDy1sSlC8ILLbNCi6zO5cJeiTAkGZVC0AHpgxxBVkEHf/iPG6WEjMHAYN6/TuoRA+SbI36h4IIulC/XGyfS+8fikYEqcgj0Ej53YZgVC/GyN8aYf1/AMyZE50rP3czF+S68dbLqR9Sf1LksAPj02S10/jxxZLB6PwZ+ijGeBPEn7x/jLKASAKvwyDPBwEbUuHODYcDASSrd75wsxz1QaaCoPoNjxeDh98IFPmCKLWfn7hTPeaghju0nD71gk3Q5n+Uxf+Xs0itkxal8fHIQJ3v8QuUqUn/0Ac/vC/Y/sixlriOsoAoGRx7AgAKokhNdXwFBhVqq27gACYpUle2AXr78HJXDVNqdpAgH/+nVQgP+E4ysbGUrP6ONIgqCSm2LIYsN+G8ufcXJp1fnzM1SuLuVGBujSvkhpspSlg8T7IWBBxga6iOdriQHUXpWPDERVNg2oXQbHhYHUIhZC5syUADn46mahUEWWevgZEizjzb6VzLtnuvSLMCWeQWQ4gByPEGRwetj4R7UNsxpGGxZDy5Lt5AO5yab19iM1oxo9NI4KZZR8zhvNj7PhzcMfjIu261RLgx71fUww8B394nFJciRg4XBn7YsCrJFWR7Lvrg7mAxM2kVDe+jgOCo0sLCHd90zzoEMeGg4BAsYu93EWi1ZwXJSkYlJteO/+UN5xKvjg1TAA79CloyY15ampgK+npugx1EkCKt8lik+CPv7zO8SJN9RsDQN7nlXAqAXVPSqWnvKU3QTSW3I2KlfikeQU3EldsVrqSOh2bUGcqif6Wp6ZUzSvJDVQDaGrcQKuCINseMP42c7+bKedEG+scKnH9FNdG4qCGOaRqzyGpVL4UFEoBQN5e7bVE6gFE0Jc3+UPoCJ7iAuXj9hQHVKkDTkwP3yEgpGPDEVBDnDtUzvnigxVeKLqsELJ9k/ZbeNfKwQyfett0gSuIO3RiPbl4BxjjAAs6GTC4jXwA1RiMN/7DKjGXhsdXSGRNS64vzQiGRiDU20BG4AUZXEVqCDUeHCHntxoHi7Rurs5PYTHkpgQ85YAMh5BCHLFYqPvH9SsVgWbt27+DtDcGgGLQyevbBRj2FYNB29Ihjg0HAYFykuCK6ASZ6Aqay6nDY62JkV/Yxp488tlfOAyK7+OYZpCSNP17rO3YvkpAqsT9klIu7hL3zxwpHlKKGQdAU28QS274Yu6fuWpOUMXAYvazWnNRaABYGhPN+Y+tr9pv8fOpB4IwnlvjKZHx1CqxPwEExWKJxWv7pW26eITzkTQGpGDAOlJv7DG1mjL1eHIsmuE8nIP5OUlpxlMfIhWBkwz4Kk0By31/ShQDQFKcdv3SVMBtp4IBOjYcKVmYIEKWEAQBYcHlaCFkm2YFIHAAJYAETW9yN8Y2J4YXmQaBMnZ2MyCariWmadk+JRDkxWKXs3pBDAbZ3aV9RsXeapsGaBZo2gWrTTPCII8DROCP95q6joa/vWNMV08BH6AK+hgT7h9vxgwwLioxDS2s8xPEXgChkgDIdu9BQnjLXT+RtLOivkn/gchnxGHQtnSIY8NBQqB1WOi5RDt3cJFf59SRQFCs7/EGYeyDgiB+o+LZsFmK2NhO/uac9lWrXMHj2voOuRlqampQSLDNez1hf2P9Szb/ZrHwHVb8QjqRAkeXl8SQgj82lkPX0vT/atZX7b84WPHPu9OdOqn2gRGM2FZrHjhEiy8XQNYSGDA1hhJRIFRSfynVzrpUOuMbPwZTAVDOhRrtvzDdTPrMS2pXlcCaFAACpn1Ou+QCAnRsOGRFb7o9yNIFYIWmWlEAxKFEUG8H8GEQkARAdFmQAsXr9kizeZHZw6wzpxQEwcVMXEw8bcvCIFoviPVtZ7cKjB5eDMFuD+uYYd+HWbraBWBaDwYZ+9rFk3HNcBBkt+OrSa4h9rnFoI/bVxOHXpJLSk6FIvuQcCyVQJ+sES1X82ioBRXEI9U7qnU/xZxPNjQR3pmtgqBDHBsOEgJZSU/P5rjBlS5W+bTq482EDIKkgstyIdDI1N1eCkM9COL9lafO+Tb0STBoJshAL95DADclrgi0qdjH1M2dlHbF3T+lU6vXqiS9LVaTiitV6DmdxsBuoirqeM2tQyT6qnJxKN4Bq6dsCTfi/NzOU8Nq2y1JXZ7D+ZNuP/dbkLe1S6X9T9XI2YRyqb3JYzozAJLqEOVqF9FlVbWKBBDE45HapFrlc8qBqm1Ix4bDlgNBDXPtuBXiIAiAK8BMRevtGBGsSHEIN9fuzfHmW4RJFlgJIMg5JypBENz+kr6c84jHN4IgNOHMZRQE8f5T07XboaVpGhgYOws82maBtpFhkO1fTBPjEsGJDzFSbh8OfWjh39hZwH5+fFYrTyRm576hb/PjX+k8CmIixz6YcUz63GsdULQvXnuI9JWcCW54jxYUt21sCwQd4thwcBAoyM2vnKmlNiWM3rTz4socBEXrR7AbElrEuTTeFAiyfUiK1ZoohUFTVVUclaXZjcung6gaBTAxc7Ea1m6SnTcpAFR0s1dY10Lqe1xWBn5KVXvDui0dItFX1YmDCKl2D7Da95i2IYGgqe3FVAoApvUd/gikmQ/99dL7Xwp/asabmhpBNW4qIEwDmwMASX3noE9JXZ1VoMom3Dm75gCy0rHh8CU6goIZskIQ5O6NMd5vW3Di0sKGthpW3FhUzOlBXBBeSg69UZc2szCmEAQBcKlsGPZz3L5DtLaRXcZBkAU1zJEUbmqGGMgyUOBlYJoeBvXvmf5BjZgq1o1ACGmw4Jrn6Uz2b/ZeDPqUuJr4LG10Kvo+zvg3owb6xIqB0+5F+CTV++HfL+5aSzigcsoCoJwDSkhL27QOcWw4OAgkaa4pe2tknUE5R5DVKikItI++rRA4ZetPJAqPTgU+qwKFqe3UztRWcrFce0GdSi/jAEiCP8lYeD2I1FNa4cZjVfBTXBOl8iL/KKShqXZLDvhEAM3UOnEl/ViVpq3mbppzbpa5lZplDOBAKH6cU86rKeeEkjTsqfAntW06pjgAkj7/KYWZ3bY74qiJaVfhj+poSZwq3VshnRrGQRAQBytjm/Ymm0HeGNThs2TxdrxGmCvHOieE1CyqJLziMCgmAQRREMWnsO/QeE4giSUsTQ8O2mb4m7iDeKoYgBEIYZHe4RWgDwc+dB+ahDslCYBi0EoCLgT6pEBU2wjfGfs6eWwY9GFxSA6omCh4SgKgkpnICpStr6QSdRAQqKb2zup9yc4fycLNQRCAAM5I4m4gfoFs+5XSz/q/wyLOxWkAYkpa3h2UAwlrSXMSjgNV6gm+B7kKa0KkFOsrBmG4+2cVYCbdqKZcP7G+eErjuuW51zYMgLpKW+c+VPlXpRUDOhTQAGHaUm77UvF+aNFoq5o0nBLoE0vdahaRmw5hHKPbpFLB7HSozfAIlKYW9duRY5kAQet8aFN2zPzXqwCgXG25EgAY+w7sOuwByr/Pu7QvOjYcYXFiUgGC4NYJwQoAl4LGlUptMQwkGcAv1Ju6gR4cObYN6gaS0tmAHl6ZIa1NhkFj2zG5NB77mh0zCoJaGHQGwXF03WAEHC0MbBUiCoPQLPpDbAqOybAvrn0KNoYUOwn41EwLDowuoAYJAFQDf+CnIaZia5omKF4eKOLGyYGfGAyjfdFum6bAAbRHOsSx4SAgUI1WrQskPbGUXnMQ1C+nN72rP2HmMIjXCer/9lOmal0vsRlJSo5hCvzM5RIC/BnJRJs8ey0dn7mUqyskAaBSlTp+aH+2T75OrG8JMNbEUattuX+WqLR1ri0S1S4olrYFjDey+cL5vAYbeUo4QBfeD+D/VktcErnpyPM1e/p1OAhKjWtj3GkQ1McXwiALgvrtx/3OpYbNVccvf8zi4CfWBsDH3MR4J5xvYwCotO9d05Si0rsoHRuOjrJuICALgoLVh/8pWLG1ggDfiZEr5AtgrDNE6hj17QwwSIjZOXJsfywtS4JXPGYLg9As3HTy7kY+DDMeA5lpbTHEYWdb69Bg0fQgw9UKYu2MYK0/QNwZ1PfVr2uhUEpe+hRLS6NAJWd28cCHA23Da7dOM4IQZ3cqSVcbAZAEf6R0Otu/MUZ0JXlAJugvAn9I/7FaThJ0CtLPcgWoI0rWzdqCDnFsODgIVOK02UgciafINsZc4eaYuq4TaxGlYFD/ut4dlANCqensJU1JPapdnx9T6fjkbuhyxZ2L4ymYdStXgLnWnZOacn5dhaf3TUtjsCytoof9KPCmWl2SW2fqzesIfkwAXXgdONtXNr4EzKBwJhXzCLXGmHLnNX9MGS544TuZLPQxwtVzKQiyffEZLKfWBKqBP6vAl9rC1lMdMjUPAkpjmaqa2TdT2oXrNSodG46gaJFoPk26lS2+zG5GUy4W6gpyNZwri9q60jsEBAW1gqIb++9LtYF4zABLawOIjSUEQkDc3UFdQXQqeQuDHMZpGjQmDjeoqDOIFpIG/N9i2yRmIYvUJMpphDt+v1nnT8YFExSnhgyASo4Pj9eCqLFhP5YYAJLgz1zQKadYTSQb37Z0iGPDwUGgGq1ShwcYYUxNOzx1TSpACiCbEiZJKkzt2lvRHUTXi824FhRaZbAqpzkuYulMYd6N1gCDYkCltNBnbLaWXLz8JqZt+Wfjrx+7WUk5l1LuH/45pNI+NuUC2qaWpo7S70OBN1VeNQA45tYJ2kzMyNgvky9a+O9+lTSoUgBUolgM4bm1dwVZGMBhUCpWB8gSxbKpKyvnQhVn4IxM4Z5z/UyFErnPbh3gZ5V4pmou+APsHgACdGw4KgrgCpWUFubNxJV2A7nNMIID2kRMsfo9KRAExOGC1LYFQTF4BbLc7Zsh7g6h1pHnTnILybmcLnO1ilo0LS22bYhbKnSccADhvRYOmvQb5muVwJTQ3ePDH+76AYjzxxavdgGwz4l8fkYAQDTOHACiYMrGFcZUD4BqwFMJdOIKgI9rTHAGJ35Am6gHdIhjw8FAoKl1gYIL8RI7PtkmBoKyqQPCDF7x/kIQlAMstaliNRdj3B1EXUEckvA44wVA02lUpcrdkNkY+v+X3v7MAThyM9ukjgtXqQMoBpxSs47F+o1CsonOqF2FRod4MleVSTovTEnd8tqsmJHR77cOBK3b6ZrrO9QYS0tuCorS2lgNoFSNINp/coKFpFMq7vqZVOy5wunDNTcAKp15bFVNBUD7lOKmY8PRkQdXeFqYRGTIVOxSrZsaxdLCqkDQEBOfVjxwKxmTnLY9JroGdwcZ4m5q0IpxjA0x1xAtHg30/1sn6eAQQtN4LhibNkYVFGoW9iFVzDkm2eETwh/q+hHBj1RsnIIMwcllmsbtSOl3KhZbnRupDgDVQKe+/cTYkUwJ257zh+sQx4aDgUBU1VCDXHTWbsOXJeNyF7bpKeNL+7U37LUwiBeQBvKuoJgDhtv2x3bH9XmcovMp0f70p+M+3Fl30eOidI4CkMfjjLmAUsCppO5QCQCamn7A19k1GHSItk7VPJJSt4A8DOLn0NLv/iogaBxT8rV6apW64Zf3SAZCKUkgqN9+utbt+qmp78O1DvdP7cxjU51isX2cco7fVQAE6NhwyLIwhKoaBAmKFV2O3b5y14J9bQhUSHXruZeYKyimFAgq+QYH7iD46WJi8WoHQziJGe4VGgKHmraHSADaYaYu6hKy+93HYPuPQ4pY8eTYmccevRQA4rDDfQadAH5iH6DbqTzcoG6tpulnVJOMtjQ28PhyBZkn1NpJQads4Wuh310CPSkd4thwkBAISIMgqcbAlJtUewFbAmOmxOn3tVralV+geroriNv13fI1wqAaEBS7mLZ9r9MFNEWlqVclLreSuhmx/YyBp7k0RyH0OdVVEv3SHGzVfojfuHKIYv9O1fFJuYLcNkJa7izxJ0AQvVlPzTwWFIamdeZyqccWZEfXkIByWIy6Xx6vwzQFBm0q3avWFVPihpkKf4Dyz69dTK9zlYtB0lzHf1PSseHoyTNoNAIIYrLTsFs3EABvxjBJwexQ0joEBuXuiyUQJK84uk1iIMjL3kl360093hd4HmANK14dQAfRIUT+bgwaLAdbTTvWX2ravvYMg0IGfZ/UJUSLS9OaQBagAPExpRr+5MBPZRFkLgrpbEwd+3bxWbmCQtQ8HY3IMAjDaxBF+8m5oYA0AGKznwFFnJX0LyzbEGw5xLHhoCBQUG9nJlt04MDwii2HzpxaldbmyYEgIO8Kyk0rb+PhscgpFDKwcW0IMAjwbw9sKl2qL3qDUKKYAygGgGo0R9pa7Y1gLQCqqXNFvw+7BGnWrUMk+qp6+edAmwY232cdcwfN1bYEgoBxH+LuDZJ+UFgUWhJ9J3X2oLHlFCvKXXrk1pF6NDcAKpmqPhpLAv5Mia1EuTajDxf2DAABOjYcFUllf0DAinWl9C/igMVOw940xBkj9AWwm9WEM4M7g2IKQFCqXds8AUGAH3MNELKgLAmChHiijhSvTs2yPw7WKTTAoGjqGOyxgJfCtGjIPgzAiEuq+dOvXgh/Sj5Tuw8kFm/XyXt0NjeeticNodmUNB5XZsYt6z6ys7f5fY3rxPrt94HcV0hFr5vx89snHeLYcFAQCAhBUEyrTD0rzYw19l+WfiPFWZZOtAz6LYVBOUiVSw+L2b7F1DgBBo19hO4gKw6FpjhIpPSvksLKKa0Cf6Z+10pjTbVdCiaPEgACDjO3VxVXCrSH0Dl+4Z0q0J9Kvaktwl8q2q40g1d2+wJgkNpnr/A+HYfo9l18+1TbvPZcjXulzF1bNm7PCYD2Df7kVAp/gP0AQICODYcuKSWMyqaFAfBTmwDvZjqYAh2QbQqk37GTEIwY3geBQTauaLy0bQkGsdoz/vpjuxxiedOpS32jEAShA2J1g/ixIMtHgCC7hBrmEqK1hBYIpzWPDYu5Wb48+FPq+nGNR+BPLn1PgHTS+zQlrX/N3EkZSd8rCoLsayAy8xnvVwzWd//QQxerTRVMMw+kfl4b0SGODQcHgYDNgCC7ve1vXFZj555azHop9inBoHwM/AYodFNJrqDiWFnaRMwdZNsNoFBxT6Ni7pbU1MGrTP1eoimz20xV6saKr7cp7Rpk6k/mNUR/fbFcddVV+MY3vuEtu//++3H69On1dXpEFYMxpXVNagAQXV4Lg2proUkwaBV1DOrkzin8+NH95ulx0nY5zQEQpM+2dkbKGtCSc8GUnBNLp55fJa7SbUr6KK15tMvapbFBtV5JbiBefNmlPwlFfCkIAuDPmGVvmIXi0nR76W9vCnaSykXb9ZrkIIhshxgUYO328fvtc5dQShwE9e0xENQsAJJyJAI2D4IND2/djgJozACayLYMCAH9Z2mhT9ksYALgMB1gBLASO9aSEuDHq+PEIJ1h8biY3MZjPMkZyIQ4bZodlz0G1hFGQYx/XCJ9M/GUM2B+ALSpVDDgMMeGg4RA+6SpIEhS6c1/TrG0uqkXctINTaouUwxmpVLdckWN5zrGc6QYzgl8pjmM5rkg30XYVKpdI/of+MAHcOutt7rXJ0+eXG+HR0z8HBSrfTa1dlXpTXKu/1U1p+NIAkFAHTDn9WfWPbuZpCkzGyoAkrdNFgs/AAAE7N7YoJpfOTcQEIKV6MxXiT7CRgsfznJn0ITivWNjrdxvJEVIqktkU5OAPAyy66drLAmuILqPWaeUXdfCtxEUWRBHgdaC1BOSJIIWDjlyBZ9jDQJp+BNrIlkZXICHFYWYc5Lgj4upAP5M7TfaxA4AIOAwx4aDhUBzwpWcJEdQjXhx5tI+ZUdJmcW9JKZYutpcF3Uxd0zsiW3O3RS7sJaOa8m+rHOq3TmU+r5NK3Qer32V66d2prxta9dye0+ePIlLLrlkrX2ofOVcQbVK3SRLxXizRfhXmBkxtl1tf65A8wrFrSUQlItlal8lytZAmnjMS1OgprrN5ozLi4d//1MPWw5kBrCUdm1sUK1XMTcQAC81TExlggQo7Bvsd1QBkJLxRhxBohuIxpLqX3AJTUkZ85oUHEHO3dMTmmE9IdUuHum4btOSD66TYRKFW8n2hnVKilmn4GEJ7JkCRXJ1lQrT0Xh9HhOBPX5fESgm9Sv1hfC7aiU5frzmdgT+WB3i2HCwEAiYBldi7ZSml9F+19UP7W9uEMDjsf14y4WLxNgFX/GsXtl0qdWhhqRdBz0xrZLGyDUHLN116DOXXnrpJe/1iRMncOLEiZXb/eAHP4jf/u3fxhVXXIFf/MVfxF133YVjxw769LxxxaDKVLhdCk3o8tq+U1PST1HgyOQOlUh/Uvyr1qApAvETph+PtVEaT0zrBCC1riSqKe6edcHHfQU/qqOnWMpNfIPRvVKkAujjFwTugmVeW0EqWjw9TFQOBPH+yHYxIEQdQmIzJL0OzWI45q3bHweE+h1xG5UeA68jG1skxc7uSzzY6c6WIN4Z3C99w8ID8ZI4C9POoptH6h2VHM/avoK+dwz8HLqOxF3GHDfMcwGl0n420VepSmKaE6ZMcaRI282ldRZ1rtWc8AdIfJ4z97NrMkjPZiStDwCXX365t/zee+/Ffffdt1Isv/qrv4o3velNuOiii/DP//zPuOeee/Ctb30LH/7wh1dqVxWqZmr3VTTXFNxWvEjyXIq5kcRUuQIwNGcM3jprLno820yiBd+bmn2ZdVytmWGz8Pt2iNBn6tiwDmm9uPWqOi2scAausKN4qtPYT6quTAISV82vXQGCrBK1ifihEzPgKJ9xhWUIELJ9uPYjTpNmhmvSmn2PHPMc8CmGcry7ws9RTEucAKbEgtCJ+lUlcUl98X6KmeUOQp9dGhvm0pGAQHMqV9R3zpvnXbwRD+v4rB9UbaKPuY912qFVtz/r/B7s4ndsE5pq63zmmWdw4YUXuuUxF9Dp06fxoQ99KNnm1772NVx33XW4++673bI3vvGNOH78ON7znvfg/vvvn8VlpPJV4q6pKeCca2turQsI1fS7jf53VbsIQuaMaRf3b53aNcu/1otbr6bUByqBOlFwU+pGmctNkuq/BooUFKqmhzHgCYa9T7fzCmq3QV99fxNcTCXKHOcSl89U8JNVBDoWu9GiIIuBmQoANaW/Eu0i9OHatbFhDikEmkFH9UYamBd2rEu79vnsWjxHUVMLvF144YUeBIrpfe97H2655ZbkOtdcc424/NSpUzh37hyefvpp/MAP/EBFlKoalcKgoto1KwCSVW6ytwGhpP4lHSIg2lUgsqtx7aN2rfin1otbv0qmYo9vPON5bl3gp6a/0unO7aLIsas5jAGUEOYF9uBQSpUFvF3bmTbDbTY4X/mM3wvvM8pBitwxnxjXPgAfSbs2NgDA3/3d3+EDH/gA/v3f/x3nn38+3vKWt+CRRx4p3l4hkGptUtih2lWtm+hffPHFuPjii2vDAgB86UtfQtu2eO1rXztpe1Wd1nUDvckb85rivtL669A+gYldjXVX4zpkTR0btF7cYWhfb1Bn0wxujlUBSRRU5GJL1VUqUcF264A/m/zOVfe1IoA6pN/TrjmBPvnJT+LWW2/F7/7u7+InfuIncO7cOXzlK1+pakNHEpVKdeS0K0T/8ccfx7/8y7/grW99K06ePInHH38cd911F37pl34J3/u937ueTlUHL4UHKtU0TR0btF6cStWL3/ivAk5c8e6iqdl33316SFDkqGlX7hsA4Ny5c7jjjjvwwAMP4N3vfrdb/oM/+INV7SgEUqlUR067QvRPnDiBj3/847jvvvtw9uxZXH311bjrrru8OkEqlUql2oy0XpxKNa8OCXwc0r6o6rQr9w0A8MQTT+DZZ59F27b44R/+YTz//PO4/vrr8cADD+ANb3hDcTsKgVQq1ZFTV0n0uzWdy9/0pjfh85///HoaV6lUKlWVpo4NWi9OpVKpDldTx4Z1pAr/53/+JwDgvvvuw4c//GFcddVV+P3f/33cdNNN+I//+A9cdNFFRe0oBFKpVEdOu0T0VSqVSrUb0npxKpVKpeKaOjbUpAqXOkW7IeX/N37jN/CzP/uzAICPfvSjuOyyy/A3f/M3eM973lMU405DIDMcwP/v5Ve2HIlKpdoF2XOBWRHK/C+6qnzdl6E1VnZJOjaoVCqqQxsbtF7cNNnP/8yZM1uORKVS7YLsuWBbY0NpqjBQ7hT91re+BcCvAXTixAlcc801+OY3v1kc405DIPvB/dj/+7dbjkSlUu2Szpw5g9e85jXV2x0/fhyXXHIJ/ur5Z6u3veSSS3D8+PHq7VTzy44Nb/3EY1uORKVS7ZIOZWzQenHTZMeG/+f1r99yJCqVape0rbHh+7//+3H++ecXrV/qFH3zm9+MEydO4Otf/zp+/Md/HADwyiuv4Omnn8aVV15ZHF9jVkVja1TXdXjuuedw8uRJNGuYlm8OvfTSS7j88ssD0rfL2reY9y1eQGNel4wxOHPmDC699FK0mWmwY/q///s/vPzyy9XbHT9+vPhErlqvdGxYjzTm9Wvf4gX2I2YdG1SAjg3rksa8Ge1bzPsQ76GODXfeeScefvhh/Nmf/RmuvPJKPPDAA/jUpz6FJ598stgtutNOoLZtcdlll207jCKVFgXcJe1bzPsWL6Axr0NTSD7V+eefrxfsey4dG9YrjXn92rd4gd2PWccGlY4N65XGvBntW8y7Hu8hjg0PPPAAjh07hl/+5V/G//7v/+LUqVP47Gc/W5UuvNMQSKVSqVQqlUqlUqlUKpVKBZx33nl48MEH8eCDD05uY5ovSqVSqVQqlUqlUqlUKpVKtVdSCLSiTpw4gXvvvTdZ7XvXtG8x71u8gMasUh117ePvSWNev/YtXmA/Y1apdlX7+HvSmDejfYt53+JV+drpwtAqlUqlUqlUKpVKpVKpVKp5pE4glUqlUqlUKpVKpVKpVKojIIVAKpVKpVKpVCqVSqVSqVRHQAqBVCqVSqVSqVQqlUqlUqmOgBQCqVQqlUqlUqlUKpVKpVIdASkEWoPOnj2L66+/Hk3T4Etf+tK2w4nq6aefxrvf/W5cffXVeNWrXoVrr70W9957L15++eVth+bpj//4j3HVVVfh/PPPx6lTp/Cv//qv2w4pqvvvvx8/8iM/gpMnT+K1r30t3v72t+PrX//6tsMq1gc/+EE0TYM777xz26GoVAcnHRvmlY4Nm5WODyrVeqRjw7zSsWGz0rFhP6UQaA16//vfj0svvXTbYWT15JNPous6fOQjH8FXv/pV/MEf/AH+9E//FL/+67++7dCcPvGJT+Duu+/GvffeiyeeeAI/9EM/hJtvvhnf+c53th2aqM997nO47bbb8PnPfx6PPfYYXnnlFfzkT/4kvvvd7247tKy+8IUv4CMf+Qje+MY3bjsUleogpWPDfNKxYbPS8UGlWp90bJhPOjZsVjo27LGMalb9/d//vbnuuuvMV7/6VQPAfPGLX9x2SFX6vd/7PXP11VdvOwynG2+80dx2223u9XK5NJdeeqm5//77txhVub7zne8YAOZzn/vctkNJ6syZM+b1r3+9eeyxx8xb3vIWc8cdd2w7JJXqoKRjw7zSsWFz0vFBpVqfdGyYVzo2bE46Nuy31Ak0o7797W/j1ltvxV/8xV/gggsu2HY4k/Tiiy/ioosu2nYYAICXX34Z//Zv/4a3ve1tblnbtnjb296Gxx9/fIuRlevFF18EgJ05pjHddttt+Omf/mnvWKtUqnmkY8O80rFhs9LxQaVaj3RsmFc6NmxWOjbst45tO4BDkTEGt9xyC9773vfihhtuwNNPP73tkKr11FNP4aGHHsKDDz647VAAAP/1X/+F5XKJ173udd7y173udXjyySe3FFW5uq7DnXfeiR/7sR/DG97whm2HE9XHP/5xPPHEE/jCF76w7VBUqoOTjg3zS8eGzUnHB5VqPdKxYX7p2LA56diw/1InUEanT59G0zTJf08++SQeeughnDlzBvfcc8+2Qy6OmerZZ5/FT/3UT+Hnfu7ncOutt24p8sPSbbfdhq985Sv4+Mc/vu1QonrmmWdwxx134K/+6q9w/vnnbzsclWpvpGODaqr2YWwAdHxQqaZIxwbVVOnYoNqkGmOM2XYQu6wXXngB//3f/51c55prrsHP//zP41Of+hSapnHLl8slFosF3vGOd+BjH/vYukN1Ko35+PHjAIDnnnsON910E370R38Uf/7nf4623Q02+PLLL+OCCy7Aww8/jLe//e1u+Tvf+U78z//8Dx599NHtBZfR7bffjkcffRT/9E//hKuvvnrb4UT1yCOP4Gd+5mewWCzcsuVyiaZp0LYtzp49672nUql66diwPenYsBnp+KBS1UvHhu1Jx4bNSMeGw5BCoJn0zW9+Ey+99JJ7/dxzz+Hmm2/Gww8/jFOnTuGyyy7bYnRxPfvss3jrW9+KN7/5zfjLv/zLnfvRnjp1CjfeeCMeeughAL1V8oorrsDtt9+O06dPbzm6UMYY/Mqv/Ar+9m//Fv/4j/+I17/+9dsOKakzZ87gG9/4hrfsXe96F6677jr82q/92s7bUVWqXZeODeuRjg3rl44PKtX6pGPDeqRjw/qlY8NhSGsCzaQrrrjCe/3qV78aAHDttdfu9In8pptuwpVXXokHH3wQL7zwgnvvkksu2WJko+6++268853vxA033IAbb7wRf/iHf4jvfve7eNe73rXt0ETddttt+Ou//ms8+uijOHnyJJ5//nkAwGte8xq86lWv2nJ0oU6ePBmcrL/ne74H3/d936cncZVqBunYsB7p2LB+6figUq1POjasRzo2rF86NhyGFAIdYT322GN46qmn8NRTTwUDzq4YxH7hF34BL7zwAn7zN38Tzz//PK6//nr8wz/8Q1D0bVf0J3/yJwCAm266yVv+0Y9+FLfccsvmA1KpVKpK6dgwv3RsUKlU+y4dG+aXjg2qbUnTwVQqlUqlUqlUKpVKpVKpjoB2o5KXSqVSqVQqlUqlUqlUKpVqrVIIpFKpVCqVSqVSqVQqlUp1BKQQSKVSqVQqlUqlUqlUKpXqCEghkEqlUqlUKpVKpVKpVCrVEZBCIJVKpVKpVCqVSqVSqVSqIyCFQCqVSqVSqVQqlUqlUqlUR0AKgVQqlUqlUqlUKpVKpVKpjoAUAqlUKpVKpVKpVCqVSqVSHQEpBFKpVCqVSqVSqVQqlUqlOgJSCKRSqVQqlUqlUqlUKpVKdQSkEEilUqlUKpVKpVKpVCqV6ghIIZBKpVKpVCqVSqVSqVQq1RHQ/w9EW3YKQ8mFTQAAAABJRU5ErkJggg==", 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", + "image/png": 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" ] @@ -1576,98 +1326,1529 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Adjoint Optimization\n", + "\n", + "Finally, we will use gradient-based optimization to iteratively fine tune the metalens design.\n", + "\n", + "The adjoint method is used to compute these gradients using just one extra FDTD simulation. \n", + "\n", + "Since Tidy3D supports automatic differentiation, all we need to do is set up a function that returns our figure of merit as a function of parameters.\n", + "\n", + "In this case, we use the local field projection to compute the intensity enhancement at the focal point as a function of each of the meta-cell angles.\n", + "\n", + "Then we use a gradient based optimizer to maximize this quantity with respect to the angles.\n", + "\n", + "In 10 iterations, we are able to see a double digit relative % improvement!\n", + "\n", + "For more details, please refer to our [inverse design](https://docs.flexcompute.com/projects/tidy3d/en/latest/notebooks/docs/features/autograd.html) examples." + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, "outputs": [], - "source": [] - } - ], - "metadata": { - "applications": [ - "Metamaterials, gratings, and other periodic structures", - "Lenses" - ], - "description": "This notebook demonstrates how to model a metalens in the visible frequency range in Tidy3D FDTD.", - "feature_image": "./img/metalens.png", - "features": [ - "Far field projection" - ], - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" + "source": [ + "# monitor to capture the fields at the focal point\n", + "monitor_focal = td.FieldMonitor(\n", + " center=(0, 0, monitor_xy.center[2]),\n", + " size=(0, 0, 0),\n", + " freqs=[f0],\n", + " name=\"focal\",\n", + ")\n", + "\n", + "# near-field and far-field monitors, to handle the field projection\n", + "monitor_near = td.FieldMonitor(\n", + " center=(0, 0, pos_monitor_z),\n", + " size=(td.inf, td.inf, 0),\n", + " freqs=[f0],\n", + " name=\"near_fields\",\n", + " colocate=False,\n", + ")\n", + "\n", + "monitor_far = td.FieldProjectionAngleMonitor(\n", + " center=monitor_focal.center,\n", + " size=monitor_focal.size,\n", + " freqs=monitor_focal.freqs,\n", + " name=\"far_fields\",\n", + " phi=[0],\n", + " theta=[0],\n", + " proj_distance=f - (pos_monitor_z - (center_z + H / 2)),\n", + " far_field_approx=False,\n", + ")\n", + "\n", + "\n", + "def make_sim(angles: np.ndarray) -> td.Simulation:\n", + " \"\"\"Return a simulation as a function of the meta-cell angles.\"\"\"\n", + "\n", + " # if no angles, just return substrate only, for normalization\n", + " if angles is None:\n", + " return sim_new.updated_copy(\n", + " structures=[substrate],\n", + " monitors=[monitor_near],\n", + " )\n", + "\n", + " # 2x2 rotation matrix angle `angle` with respect to x axis\n", + " rotation_matrix = np.array(\n", + " [[np.cos(angles), -np.sin(angles)], [np.sin(angles), np.cos(angles)]]\n", + " )\n", + "\n", + " # rotate the origin vertices by this angle\n", + " vertices_rotated = np.einsum(\"ij, jkn -> nik\", vertices_origin, rotation_matrix)\n", + "\n", + " # shift the rotated vertices to be centered at (xs, ys)\n", + " vertices_shifted = vertices_rotated + np.stack([xs, ys], axis=-1)[:, None, :]\n", + "\n", + " metalens_geometry = []\n", + " for vertices in vertices_shifted:\n", + " # create a tidy3D PolySlab with these rotated and shifted vertices and thickness `H`\n", + " metalens_geometry.append(\n", + " td.PolySlab(\n", + " vertices=vertices,\n", + " slab_bounds=(center_z - H / 2, center_z + H / 2),\n", + " axis=2,\n", + " ),\n", + " )\n", + "\n", + " metalens = td.Structure(geometry=td.GeometryGroup(geometries=metalens_geometry), medium=TiO2)\n", + "\n", + " return sim_new.updated_copy(\n", + " structures=[substrate, metalens],\n", + " monitors=[monitor_near],\n", + " )" + ] }, - "keywords": "metalens, Tidy3D, FDTD", - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
/Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages/\n",
+       "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
+       "
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\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "def measure_focal_power(sim_data: td.SimulationData) -> float:\n",
+    "    \"\"\"Measures far field power at focal point given some simulation data.\"\"\"\n",
+    "    projector = td.FieldProjector.from_near_field_monitors(\n",
+    "        sim_data=sim_data,\n",
+    "        near_monitors=[sim_data.simulation.monitors[0]],\n",
+    "        normal_dirs=[\"+\"],\n",
+    "        pts_per_wavelength=None,\n",
+    "    )\n",
+    "    projected_fields = projector.project_fields(monitor_far)\n",
+    "    return projected_fields.power.sum().item()\n",
+    "\n",
+    "\n",
+    "def get_power(angles: np.ndarray) -> float:\n",
+    "    \"\"\"Compute the power at the focal point as a function of the metalens angles.\"\"\"\n",
+    "    sim_fom = make_sim(angles)\n",
+    "    sim_data = web.run(sim_fom, task_name=\"adjoint metalens\", verbose=False, local_gradient=True)\n",
+    "    return measure_focal_power(sim_data)\n",
+    "\n",
+    "\n",
+    "# first we compute the power without any metalens, so we can normalize\n",
+    "power0 = get_power(None)\n",
+    "\n",
+    "\n",
+    "def fom(angles: np.ndarray) -> float:\n",
+    "    \"\"\"our figure of merit, which is the power enhancement of the metalens compared to no cells.\"\"\"\n",
+    "    power = get_power(angles)\n",
+    "    return power / power0"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "scrolled": true
    },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "source": [
+    "Next, we use `autograd` to turn this function returning just the figure of merit (FoM) value into a function that returns the FoM and the gradient of that FoM with respect to the angles of each cell."
+   ]
   },
-  "nbdime-conflicts": {
-   "local_diff": [
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
     {
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-      {
-       "diff": [
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+       "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
-   "remote_diff": [
+   "source": [
+    "# lets turn off the warnings because of the nonuniform grid\n",
+    "td.config.logging_level = \"ERROR\"\n",
+    "\n",
+    "import autograd as ag\n",
+    "\n",
+    "# returns a new function that returns the FoM value and the gradient of that value w.r.t. the arguments\n",
+    "val_grad_fn = ag.value_and_grad(fom)\n",
+    "\n",
+    "# the starting angles (from our idealized design)\n",
+    "angles0 = angles\n",
+    "\n",
+    "# test out this function and inspect the gradient\n",
+    "val, grad = val_grad_fn(angles0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
     {
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+       "         2.35378122e-02, -3.03952941e-01,  7.14548928e-02, -6.72129246e-03,\n",
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+       "        -2.14184534e-01,  1.07009730e-01,  1.67408010e-01,  8.60512160e-02,\n",
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+       "        -1.48249318e-01, -1.77199984e-01,  2.65472905e-01, -2.83695210e-02,\n",
+       "         1.37621003e-02,  3.15392605e-01,  2.07996653e-01,  1.46187559e-01,\n",
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+       "        -6.69382798e-02, -2.99786401e-02,  2.06963230e-01,  5.12751799e-02,\n",
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+       "         1.24965497e-02,  5.23424327e-02, -6.27186940e-02,  2.99267590e-02,\n",
+       "         3.77163310e-02,  1.71199782e-01, -3.01518141e-01,  2.13307760e-02,\n",
+       "        -1.97513505e-01,  5.49966580e-02, -1.70241651e-01, -5.53167464e-02,\n",
+       "         2.23738134e-01,  4.51089751e-01,  6.97619415e-02, -3.45655217e-01,\n",
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+       "         1.44008861e-02,  5.04415421e-02,  1.84800166e-01,  2.32599696e-01,\n",
+       "         1.80229430e-01, -1.10928045e-01,  7.71102294e-02,  4.21701178e-02,\n",
+       "        -9.67420235e-02,  1.51460515e-02,  5.29391175e-02,  1.69465930e-01,\n",
+       "        -2.34649696e-01,  1.93647654e-01, -1.38717562e-01,  5.71899887e-02,\n",
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+       "        -2.30085874e-02,  1.31699924e-03, -1.82605639e-02,  2.11291633e-01,\n",
+       "         1.47766773e-01, -5.89318850e-02,  3.16316357e-01, -5.34001169e-02,\n",
+       "         3.76073817e-02, -5.22685920e-01, -3.81963785e-02, -6.99038110e-02,\n",
+       "         3.47234172e-01, -3.35646954e-01,  2.86208061e-02,  3.76587664e-01,\n",
+       "         2.18834963e-01, -1.60158917e-02, -1.24171778e-01,  5.70552860e-02,\n",
+       "        -1.57371914e-01, -2.26684428e-03, -2.18488533e-01,  2.18069494e-01,\n",
+       "         3.94891547e-02,  6.41363623e-03, -4.79634760e-03,  1.73133371e-02,\n",
+       "        -2.41241356e-02,  1.17412198e-01,  3.46738373e-01,  2.58773588e-01,\n",
+       "         1.65655054e-01, -8.55078205e-02, -1.33949772e-01, -2.36126133e-01,\n",
+       "        -8.45855110e-02,  5.84051832e-02, -5.46957933e-03,  5.97464694e-02,\n",
+       "         1.92465382e-01,  1.41834799e-01,  3.34084707e-01,  2.79597748e-02,\n",
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+       "        -6.86867600e-03, -4.06689256e-02,  8.44993648e-02,  1.60415815e-03,\n",
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+       "        -2.66926213e-02, -5.59636343e-02,  1.56082759e-01, -1.95656000e-01,\n",
+       "        -1.04941346e-01, -4.16791057e-01, -5.88898199e-01, -4.05849212e-03,\n",
+       "         9.97681201e-02, -2.46596012e-01, -1.73680724e-01, -1.91463759e-01,\n",
+       "        -2.15074189e-01, -8.26305033e-03,  5.79298481e-02, -2.16920619e-03,\n",
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+       "        -1.12266628e-01,  5.26451262e-03,  2.27817130e-01,  2.71300017e-01,\n",
+       "        -1.49797110e-01,  3.95439946e-01,  3.51735294e-01, -5.48035805e-03,\n",
+       "        -1.49526933e-01, -2.51734875e-01,  2.61584827e-01,  4.17195728e-02,\n",
+       "        -2.60522683e-02, -8.07409292e-04,  2.28758052e-01,  1.03801306e-01,\n",
+       "         1.89271889e-01, -6.07235204e-02,  6.33751100e-02,  1.38792982e-01,\n",
+       "         6.16109359e-02, -4.41874920e-03,  4.65046042e-02,  1.05063935e-01,\n",
+       "        -9.97738411e-02,  1.12639170e-01,  8.11736529e-02,  1.02108930e-01,\n",
+       "        -4.92256679e-02, -1.86122795e-01, -1.79588365e-01, -1.07495144e-01,\n",
+       "         1.62509043e-02, -2.06158804e-01,  1.12432359e-02,  1.28709730e-01,\n",
+       "        -4.09697563e-02,  1.63443309e-01, -2.67206610e-03, -1.22337807e-03,\n",
+       "        -1.93289763e-02,  1.18772803e-01,  1.11516115e-01,  1.23225645e-01,\n",
+       "        -9.34556651e-02,  1.09567769e-01,  1.47947277e-01,  3.17004800e-01,\n",
+       "        -7.67210061e-02,  2.25647325e-03,  1.35125180e-01, -2.02655799e-01,\n",
+       "        -1.80294644e-02,  5.54816340e-02,  2.44872513e-01,  1.30854035e-01,\n",
+       "        -4.88581811e-02,  1.93724082e-02, -1.10488548e-01, -4.31473233e-03,\n",
+       "         1.00211206e-01, -8.85147108e-02,  5.90498075e-02, -1.13951244e-02,\n",
+       "        -7.03249861e-02,  2.91960685e-02,  2.91980487e-02,  2.41704383e-01,\n",
+       "         5.31547586e-02,  6.80894539e-02,  1.95173143e-01,  1.25853340e-01,\n",
+       "        -2.52527863e-01,  1.28603494e-02, -1.00323630e-01,  1.89884858e-01,\n",
+       "         1.29207613e-01, -3.79487052e-02,  7.80100579e-02, -3.49586497e-01,\n",
+       "         4.19613395e-02,  1.05826833e-01, -3.74651888e-02, -4.02310743e-02,\n",
+       "         9.34502252e-03,  1.29260438e-01, -3.37632360e-02,  4.17393925e-02,\n",
+       "         3.67278925e-03]))"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
     }
+   ],
+   "source": [
+    "val, grad"
    ]
   },
-  "title": "Modeling a Visible Light Metalens in Tidy3D | Flexcompute",
-  "widgets": {
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(grad.reshape((N, N)), cmap=\"PuBuGn\")\n", + "plt.title(\"gradient of FoM w.r.t. angle of each cell\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "scrolled": true + }, + "source": [ + "Next, we use an open source optimizer (`optax`) to run our gradient descent algorithm.\n", + "\n", + "Note: to save credits and notebook run time, we only set the code to run 1 iteration. To run the full optimization, set the `num_steps` to a larger number." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "step = 1\n" + ] + }, + { + "data": { + "image/png": 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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 5.9732e+01\n",
+      "\tgrad_norm = 5.2062e+00\n",
+      "step = 2\n"
+     ]
+    },
+    {
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",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.5049e+01\n",
+      "\tgrad_norm = 4.2277e+00\n",
+      "step = 3\n"
+     ]
+    },
+    {
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.7116e+01\n",
+      "\tgrad_norm = 3.4872e+00\n",
+      "step = 4\n"
+     ]
+    },
+    {
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",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.7505e+01\n",
+      "\tgrad_norm = 3.5598e+00\n",
+      "step = 5\n"
+     ]
+    },
+    {
+     "data": {
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.7764e+01\n",
+      "\tgrad_norm = 3.4316e+00\n",
+      "step = 6\n"
+     ]
+    },
+    {
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.8011e+01\n",
+      "\tgrad_norm = 3.4430e+00\n",
+      "step = 7\n"
+     ]
+    },
+    {
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+eJ+xJpMp7rCzuro6LrnkEmbPnh2qiBaO/ubM6PV6Fi1a1OMnmPdxySWXAIHXUHf+/e9/o1arQ2WwASorK+PKB7rrrrvw+Xz89Kc/DW1rbm4O+/r+97//DRA2h6w7kydPRqvVhn3fwNE8rCBvv/02MDBhab3Ztm0bo0ePDoVsft0RnhmBQCAQCAQDxn333ceKFSuYN29eqGxxXV0dr7/+Ohs2bIgalpOens5dd93FH/7wB84++2zOP/98Dh48yOOPP87UqVO58sorAVizZg233XYbF198McOGDcPn8/H888+jUqlCd8vvuecePvvsMxYvXkxBQQGNjY08/vjj5OXlMXv27IhziGe/q666itdee42bb76ZTz/9lFmzZuH3+zlw4ACvvfYan3zyCVOmTKG4uJi7776be++9lzlz5nDhhRei0+nYsmULOTk53H///UDAkH3iiSf44x//SHFxMRkZGX08LxDoAfKXv/yF6667jnnz5nHZZZeFSjMPHjy4h3F9PMycOZPk5GSuueYa7rjjDhQKBc8//3xYw3ny5Mm8+uqr3HnnnUydOhWz2cySJUvCHveOO+6gqamJX/ziF316tIwbN45x48YB/c+ZicbEiRO5/vrr+e9//4vP52PevHmsXbuW119/nbvuuoucnJzQ2Kuvvpp169b1uM4///nP7Nmzh+nTp6NWq1m+fDkrVqzgj3/8I1OnTg2Ne+GFF3jyySdZtmwZQ4YMwWaz8cknn7By5UqWLFkSdj27o9frOfPMM1m1alXYZpUff/wxV1xxBXPnzuXQoUM8/fTTGI1GVqxYwdSpUznvvPMG4NkKNM0M9n/6xnBKaqgJBAKBQCD41lJRUSFfffXVcnp6uqzT6eQhQ4bIP/rRj2S32y3L8tHSzOHKN8tyoBTziBEjZI1GI2dmZsq33HKL3NbWFnq8tLRUvv766+WioiJZr9fLKSkp8oIFC+RVq1aFxqxevVpeunSpnJOTI2u1WjknJ0e+7LLL5EOHDkWde7z7eTwe+S9/+Ys8evRoWafTycnJyfLkyZPlP/zhD3JHR0ePsf/973/liRMnhsbNmzdPXrlyZejx+vp6efHixXJCQoIMhMo09y7NHOTVV18NHS8lJUW+4oor5Orq6h5jrrnmGtlkMvW5vmD53lhs3LhRnjFjhmwwGOScnBz5F7/4hfzJJ5/0mY/dbpcvv/xyOSkpSQailmmeN29exDLL3UsMDzQej0f+/e9/LxcUFMgajUYuLi6WH3744Yjz6877778vT5s2TU5ISJCNRqM8Y8YM+bXXXuuz75YtW+SLL75YHjRokKzT6WSTySRPmjRJfuihh2Sv1xvXPN966y1ZoVDIlZWVoW3B0sz33XefvGjRIlmn08mFhYXyG2+8If/617+WjUaj/Ic//EGW5aNr27useKTXwrx58+TRo0f32PbRRx/JgFxSUhLXnL8OKGT5BPinBAKBQCAQCAQCQdz4/X5GjRrFJZdcwr333gtAeXk5hYWFofygE82yZctQKBShMLZvAiJnRiAQCAQCgUAgOMWoVCruuece/vnPf2K320/6+ffv38/7778fElLfFISYEQgEAoFAIBAIvgZceumltLa29ulfczIYOXIkPp8v7j5RXxeEmBEIBAKBQCAQCATfSETOjEAgEAgEAoFAIPhGIjwzAoFAIBAIBAKB4BuJEDMCgUAgEAgEAoHgG8m3vmmmJEnU1taSkJCAQqE41dMRCASC7wyyLGOz2cjJyUGpFPfOTgbiO08gEHxbiPc75FsvZmpra8nPzz/V0xAIBILvLFVVVeTl5Z3qaXwnqK2t5e9//ztq9Yn5epdlmba2tj6d4NVqdY9zut3usN3iTyQKhQKdThf63+fz4fP5TuocALRabcjwkiQJj8dz0ucg1uMoYj0CnKj1UCgUJCcnx33zRKVS9fjf7/dHHX/ffffF/A751ouZhIQEIPBlmpiYeIpnIxAIBN8drFYr+fn5oc9hwYknISEBtVqN0Wg8Id4wWZYZPHhwH4NEkiRaWlqAgPFosVgG/Nzx0NHRETJWU1NTT4lH0OPx0NHRAYDFYkGr1Z70OYj1OIpYj6OciPXw+/00NzfHLWb8fn9IwKhUqj6fJd2RJAkg5nfIt17MBJ/cxMREIWYEAoHgFCDCnU4eCoUChUKBUqlEo9EM6LElSUKSJHQ6XQ+DMGioaTQadDodLpcLv99/0kWszWZDkiTMZjNut5vOzs6TbkB7PB7a29sxGAwAOJ1OjEbjSTWgxXocRazHUU7Ueng8HpRKZegnGj6fD0mSQt8JkiT18Vp1x+v1ArG/Q0QQs0AgEAgE3yKUSmXojuaJJmioeb1e0tLSSE1NJTExEavVis1mOylzgIChZrVaSUxMJDU1lbS0NLxeLy0tLSftufB4PDQ3N6PRaEhLSyMtLQ2NRkNzc/NJC20S63EUsR5H+Tqsh8/nw+PxoFAo0Ov16PV6FAoFHo/nuMPdhJgRCAQCgeBbxsnIT+htqAXvdickJJxUg627oRa8263Vak+qwdbdcA7e7VYqlaSmpp40A1qsx1HEehzl67Ae3YWMTqcLrYdOpxsQQSPEjEAgEAgE3yKC8egDccczEpEMtSAny2ALZ6gFOVkGWzjDOcjJMqDFehxFrMdRvg7rEU7IBBkoQSPEjEAgEAgE3zI0Gs2AhXD0JpahFuREG2zRDLUgJ9pgi2Y4BznRBrRYj6OI9TjK12E9ogmZIAMhaISYEQgEAoHgW0bQeBhoQSNJEu3t7TENtSAnymCLx1ALcqIMtngM5yAnyoCO13AOItYjgFiPo5yo9YhHyAQ5XkEjxIxAIBAIBN9CBjImHQJlmf1+Pz6fLy5DLchAG2z9MdSCDLTB1h/DOchAG9D9NZyDiPUIINbjKAO9Hv0RMkGO5/NKiBmBQCAQCL6lDJSgkSQp1OgvOTm536VtB8pgOxZDLchAGWzHYjgHGSgD+lgN5yBiPQKI9TjKQK3HsQiZIL0/r+KdwykXMzU1NVx55ZWkpqZiMBgYO3YsW7duDT1ut9u57bbbyMvLw2AwMGrUKJ588slTOGOBQCAQCL45HK+g6S5k1Gr1MfevOV6D7XgMtSDHa7Adj+Ec5HgN6OM1nIOI9Qgg1uMox7sexyNkgnT/vIr3s+qUipm2tjZmzZqFRqPho48+Yt++fTz44IMkJyeHxtx55518/PHHvPDCC+zfv5+f/OQn3Hbbbbz77runcOYCgUAgEHxzOFZB013IaLXa426wd6wG20AYakGO1WAbCMM5yLEa0ANlOAcR6xFArMdRjnU9/H7/cQuZIMHPq7jHH/OZBoC//OUv5Ofn88wzzzBt2jQKCws588wzKSoqCo35/PPPueaaa5g/fz6DBw/mpptuYvz48Xz55ZencOYCgUDw7UWWZRqtLraWt/L2jmoaba5TPSXBANBfQdNbyKhUqgGZR38NtoE01IL012AbSMM5SH8N6IE2nIOI9Qgg1uMo/V0PSZIGTMgEUSqVcXuB1cd9tuPg3Xff5ayzzuLiiy9m3bp15Obmcuutt3LjjTeGxsycOZN3332X66+/npycHNauXcuhQ4d4+OGHwx7T7XbjdrtD/1ut1hN+HQKBQPBNw+byUtnqpKq1k+o2Z9ffTqraOqlqdeL2Hf3yevqqyZw5OusUzlYwUAQFjdvtDhlranVfU6C3kFGr1QNatjVodAW/oyMZYSfCUAsSNNiam5tpaWmJaBSfCMM5SNCAbmlpobm5OaJRfKIM5yBiPQKI9ThKvOvh9Xrx+XwDKmSCKBSKuMadUjFTWlrKE088wZ133smvf/1rtmzZwh133IFWq+Waa64B4O9//zs33XQTeXl5qNVqlEol//rXv5g7d27YY95///384Q9/OJmXIRAIBF87PD6JmvbOLoESECvVrZ0B0dLmpN3pjbq/UgHZFgP5KQb0moG5Iy/4ehBL0IQTMieCWAbbiTTUgsQy2E6k4RwklgF9og3nIGI9Aoj1OEo869HW1oZCoRiQMNRj5ZSKGUmSmDJlCvfddx8AEydOZM+ePTz55JM9xMymTZt49913KSgo4LPPPuNHP/oROTk5LFq0qM8x77rrLu68887Q/1arlfz8/JNzQQKBQHCSkCSZJrv7qFhp6ewmWpzUWV3IcvRjpJi05CcbyE8xBn6SjQxKMZKfYiAnyYBGdcprxAhOEJEEzckSMkEiGWwnw1ALEslgOxmGc5BIBvTJMpyDiPUIINbjKLHWQ61Wo1Kp4vainAhOqZjJzs5m1KhRPbaNHDmSN998E4DOzk5+/etf8/bbb7N48WIAxo0bx86dO/nb3/4WVszodLp+JQ0JBALB1xWryxsQK609PSxVrU6q2zp7hIKFQ69RdhMoRvKSDaG/81OMmHWn9CtAcIoJJ2i8Xu9JEzJBehtswb9PhqEWpLfBlpiYSEtLy0kxnIP0NqBTU1OxWq0nzXAOItYjgFiPo0Rbj4SEhB7pHaeCU/pNNmvWLA4ePNhj26FDhygoKAACH6per7fPi1alUg1o7K5AIBCcCrqHggXDv0LipR+hYEFvSn6ykUGpRvK6BEyaWXtK75YJvv4EBY3L5QoZJDqd7qQJmSC9DbaTaagFCRpsTU1NJ80D0JugAd3c3ExzczMA6enpJ81wDiLWI4BYj6NEWo/jbcY7EJxSMfPTn/6UmTNnct9993HJJZfw5Zdf8vTTT/P0008DgcWaN28eP//5zzEYDBQUFLBu3Tqee+45HnrooVM5dYFAIIhJ91CwYLJ9ULT0KxQsxRgKBxvULRwsO0kvQsEEAoFA8J3mlIqZqVOn8vbbb3PXXXdxzz33UFhYyCOPPMIVV1wRGvPKK69w1113ccUVV9Da2kpBQQF/+tOfuPnmm0/hzAUCgSCA1eWlssVJdVtPsRKsDOaJIxQsKFCO5q4YQh4WEQomOJEEc2Qg4JHxer1Rq5ydKLrnAEDsKk4ngmAOgFarDYXRRKvidCII5mT4fD7S0tKwWq1Rq2qdKMR6BBDrcZRI63GyPUThOOXfkueddx7nnXdexMezsrJ45plnTuKMBAKB4Chun5+ats5QyeKqkFgJCJeOztihYDlJhh7J9d0T7kUomOBUES7ZX6lUxizbPNBESmY+mQZbuOTyeMrSDiThksvjKRM80Ij1CCDW4yjR1qO9vR1Jkk5ZJTP4GogZgUAgONV0dAa8KxWtDipanKG/K1viCwVLNWnJC4WA9QwHE6FgglOBLMtRc0uDTe6CQkapVIbGazQaPB5PSOgEm2VKkoQsy3i90QV8f3A4HNjtdsxmMzqdLiSidDodRqOR9vZ2fD4fJpNpwM7ZG6/XS1tbG2q1msTExB45ABaLhba2NhobG0lOTj5hNx5kWaatrQ2fz0dycjJA6LlITEzsMYd4GwkeC2I9Aoj1OEqs9Qh6rk7EWsixvny7EGJGIBB865EkmUabm4oWBxWtQbHipLLr/1iJ9gaNivyUQKJ9Xlc4WPeke5MIBRN8jQgaAJHEjCzLIYNEo9GgUCj6jNVoNPh8vlB1s6DYkWUZt9uN3+8/5vlJbi8KrRq/34/X68VkMqFSqXC5XD3GqVQqTCZTSHQNlJdIluWQ4RUUdTqdDq1W27cqkwxGnR6v34fVakWr7YcnVQbiGCrLMh6PB6VSidlsxu/393l+DQYDHo8Hh8Nxwvp5BNf7ZK9Hd2KuB2A2m/F4PP1fjziRZRmPyw1+CaNWH3s9NBoUSuWAz+NEr4fsl5B9getS6sILsnjWw2Qy4Xa7Qzc5TkWkgfgGFggE3wqClcEqWhxUtjqpaAn+OKhqc+LyRs9dSTNrGZRipCDV1PU78DMoxSRCwQTfKNrb2ykoKECv1/d5rPcd52h3lcPdnXa73Zx77rlYLJZjmpun1Urpo2+i0PopvHkp2tTEuPbze3x4WjowZKce03kBvB12mlZvx9XQRuEPz0ehjP2eLn3iHTz1djLOnkbKaaPjPpcsy1Q9+wn6nFRS541HpY8djiTLMp6mdnQZyXGfR3BiaNmwi6aV29BlJ1B41fkRx7V+voeWjbtJmz+O5Kkjoh6zs7oJbWoiKsPXo33I0WtMpfDKyNcYi46ODt5//32cTidarXZAPWZOpzOucULMCASCbwx2ty8gVro8KxUtTiq7QsNq2zuRonikVUoFOUl6ClJMDEo1UpByVKwMShWJ9oJvD5IkoVar+8TzB3MAJEkiIyMjrnj/jIwMWlpa6OjowGKxoFarkUvqSJqfh1Lb//Ca5j1VmPxKVEotmUUFcQkKyeOl7PF3cFbUU3jrMsxD8/p9XgCnzUP99jI0gLKsKabxCWDLyaK9ph1VdRspKSlxn6tt60EURxpwH2lAP3EkCTlZUcfLkkzNa5/S+vkeCm9eSsKogrjPJTh2gl7M3sa3lJSM069E65airrujzYW+w4Nn4wGSF81AESGk2Lq3nJb/rMCQl86Q2y+MS9wOBK7aZtq3l5B13ml9HpNTUwPX2OkPe41y1xdqPO9RrVaLwWCgo6MDq9U6IDlNkiQJMSMQCL55yHKglHFl0KvSLRSsssVJi8MTdX+9RtlXrKSaKEgxkpssOtoLvrsca+fy7o0D29raMCjV1L/3Be71+8n9/ukkji7s1zzsBysBMA/Pj0/IeH2UPfUe9kNVALgb2o5ZzBgLsrBMKKZj52Hq3/+cpElDUXTlA0XCPDSX9i0HcByuQZbkuMVX3dvrAUgcV0TCiEFRx8uSTPXLq2jduAeAjl1H4hIzkteHbW85AJYJxTHH9xdZlpE8PlQRQpCOFcnjw36wEn1uGtqU+DxzA43k89O+9SBNa7aTvXRWn9dx0Hvi74z+nZN+xhRaN+3F09xB+44SkqcMDzvO73Qh+3w4y+oof+pdCm9dhlJz4kxwWZJoWr2d+vc+R/b50eekkjRpWI8xKmPAc+tzuMIdgo4dh6j/cBMZi6aQNHUESnX094pGoxmwIg3Bz6t4w1mFmBEIBCcVnz8YDtZNrLQE+rBUtjpxeqJ/eKWYtEfDwFK6xErX3+kJOhEOJhD04liFTJCgoGlsbMTj9oJKg6fFStk/l2OZOJTci+ejSTLHPI4sSdgPBkRJLAMfAsZ6+dPvY99fAUDOxfNJnT0WgNrl63HXt6LPTceQm4YhNx1tugVFDOMpa8lMOr46jKepg9Yv9oWOFwlTl3DyO1y46lsw5KTFnHfjqm1422woVEpyLpwbdawsSVS9sJK2TfsASJ09ltxLFkQe7/djO1BJ+9aDdHx1BMnlQZ+TOiBiRvZLdNY04ThSi+NIDY4jtZiG5DD4xvAVZ2VZxt/pxmdz4rN14rd3YizKQZNg7DPW53Rh211Gx67D2PZVILm9ZC2dReZZ0yJep8/WibfDjs/qxNvhIOW0UTHFZyx8DhctG3bRvHYnvg4HAE2rtkUUM1Knu0eOVW/0WSkkjivC+tURGldsIWnysLBjk6eOQHJ7qH5pNfaDVVT8+wMG33Ren+vxd7pxHK5BZTagNhlQm/UoDf37XnM3tlH53Cc4S+sA0KYmok7suyZqU0DMSC4Pst/fYy6yLNO4chvuulaqnl9B3bsbSV8wkdQ546KGyQUbax6PoOn+eRVvOKsQMwKBYMBxenyhnJVgGFgwj6WmvRN/lHiwYFf77jkrgd+B7vaJ+hNXOUYg+LZxvEImiFKpJDk5GavVSuEtS3B8uBVHSTUdO0qw7a8ga8lM0uaNjyomOqsa8TsDCcTmWN4Kv5+K/3yIbW8ZANkXziV9wcTQ4/b9lXRWNWLdVXp0jlo1+pw09Llp6HPSMOSlo89NQ208mjukz04ledpI2jbvp+HDTSRPHxn1DrkuIxl1ohGf1YmjpCammPG02WhasQWAtAUT0WUkRblGicrnPqF9ywEAUudNIPeS+X0MV1mScByuoW3rQTp2lODvfiddqUBtMdO6eR/1730BXUUakGRkSQr8lmVkvwRyYFvm2dPJOu80/C4PzvI6HIcD4sVZXo/k7lkMxXGkhvadh7EfrMJvd+Kzd+KzdeKzO/HZXdCrcEThrcvQjAkIA0+rDeuuI3R8dRh7STU94oAVCrytNtq2HKCzpglfhwOv1Ymvw4HP6sDn6AwUUOiOUkHNy6tBqQg8R0olKBQBb1n33woFKTNHk3XezNCu7qZ2mtbsoO2LPUgeX2gOlolDSV84qc/aqAza0BrJXj8KbeTXSMaZU7F+dQRXdRP2/ZURvWqps8fhd3mpe+szrLtLqfzfJwy69uwe7xlXXQtlT7zT67qVqE16VGZ9QOCYDKjMekzFuaRMHxUaJksyzet2Urd8A7I3cI2pc8aRfcGcsGFtqm7vC7/TjbqbCFUoFORdvpCmVdto334IX4eDuuUbaPj4S1JnjyVtwUS0yeFLQh+PoOn9edW9clo0hJgRCAT9RpZlWh2eo5XBupU1rmhx0mzvW/GkO1p1oFFkQZdAGZx6NDQsL9mIVi3CwQSC42WghEwQhUKBVqtFl24h6ycX0bZ5P7VvfYbf3knt62tp27yPvMsXYRyUGXZ/24FAiJk2zYIuLSnieWS/RMV/P8K66wgAWefPImPR5B5jUueMxVnRgKumGVdtM5LHh+Tx4Syvx1le32Ps6L/eEroLDZC5+DTatx7E226n5bNdYY3Z7tdsKs6lY3sJ9pJq0uaNj/oc1S3fgOTxoU4wknnO9CjX6Kfy2Y9p33YIgLTTJ5Hzvbk9hIyzvJ62LQdCxmR3TMW5JE0ejmXSUDQJRlo37cXbao06tyCSz8+hv7xEZ2Uj4erOa5LMmIpyMBXlYizKoe3L/bSs2xnzuEqdBp/dScNHm+n46nDg+N1QaFQkjCzAMr6YxDGFqBOMHHnsTexdr4tIKNQq1ImmLg+CBP6+Oqc3/s5AhS9naS1Nq7bTsetwaCelXkvKzDGkL5iANjX8nf/u3gd/pxtlFDFjKszGNDQPR0k1jSu3RA0RzFg0GcnlpuHDzbRvPYhSpyHv8kWhdfe7PCjUqlCVMQAkqcv75aTHN6skh8SMp6WDqudXhsIxNUlm8q88M+pcVN3eEz6nq4eYATAOyqTg+nPJXjqLptXbaf18D5LLQ9OqbTSt2UHy1OGkL5oChr7f18ciaMJ9XgkxIxAIjpsmm5tDDbaQWKkMeVuc2N3RP2QsBk3IoxIIA+sSLKlGMhP0KOOIPRcIBMfGQAuZIEGjS6FQkDJjFIljCqlbvoHWz/fQWdlIyV9eJm3eeLKWzOwTjhI0WqN5ZWRJovJ/H9OxowSAzMUzyDy7byhS6uxxpM4+uo+nuYPOmmZc1U2B3zVNeFqsqC2mHkIGQJdmIWXWWFo++4qGT74kZdaYqAnZ5uI8OraX4DhcHTXkyFFWF/KyZJ3f9/qDSD4/lf/9kI6dhwFIP3MK2Utn9zlu05rttG89GPrfMCiT5KnDsUwchjal511x05Bc8q48A4VSgUKhDHgvlAHvhUKhCCSmdz2mTbMEQvdkGRSgz0nDNCQHU3EupiE5aFISeszFXdtC4tghqM0GVAkGNAnGQBiU2Yg6oeu32YBSq0by+Nj7iydC3g+VUUfi2CFYxhdjHlnQJ//GWJAFsow60YQm0YTaYkKTaOz6Hfhf1RVm5e1woMtMDnmbQr9lOZCs3m2bPiuFqv99TNuXB0Ln0iQnkLZgIqmzxsSsKKbsJWY0luh9XDLOnEJZSTX2g1U4y+sxDo5c8CFz8Wn4XV6a12yndeMeVHot2RcGhGziqMGMffR2JLcXv6Mz4Amzu0J/+x2uwDZHJ8bCrMCNxc/3UPvGupBXLXnGKHIvmtfD8xKO7u8Lf4S8GQBtqoXcSxaQee4MWtZ3hejZnLRt3k/b5v3oZo8Mv18/BM3xfl4JMSMQCABod3rYXdPBruoOdlW3s7u6g9qOyB9wANkWfbcyxqYewsViFOFgAsGpItgd/ER3KVebDeRfeQbJM0ZS/fJq3HWtNK/dGfAcdEs4ljw+HEdqgcj5MrIkU/XCypABn3HWVDLPnRFzDgqlEl1GcqCk8cShoe3+TjfednvYfTLPmUbrF3vx2ztpXrM96nmCeTM+qxNPY3vAoA4z99rX1wKgz0uPWMZZ8vqo+PcHWHeXds1jOpnnnRZWICVNGY6rtpmkycNJmjw8asiaLiMp6uO9yTrvNFAqMRVmxTR6k6ePJHl6eIO1N0qtmuTTRqNQKLCML8ZUnBuxwhdA9tJZcc9ZYzGhscRfcMJUnEvblwcwDMogfeHkuAo+BOntmYlFwqjB6HPTcNU007hyC4NvXBJxrEKhIOd7c5HcHlo37qFp9XaUei1Zi08LPa7Sa1HptRE9R0E6dh6m+sVVAKgTjeRdvgjLuKJ4LhGFRh3yAkUTM0HUZgOZ50wnfdFk2jbvo2nVdtyNbehy0+BARdh94hE0A3HjRYgZgeA7iN3tY2+XcPmqup3dNR1UtPQtgahQwOBUE4N7i5XUQDiYXnN8yZgCgWDg0Wq1+P1+MjMzT6iQ6Y65OI9hd11J06ptOCvqsXQTFRDIvZB9flCAeVh+2GO461tCYVfpCyeTdf6s4yrooTLoIt6B11jMpM2fQNPKrTSu2kbq3PGozYawY/XZqahMevwOF/bD1WHFTNuW/aHwttyL50fMHfI0d2A/XAMEBEU0EZU4dkjchml/SRw75IQcFyDv0tNP2LH7Q/K0UegyUwKCqp+vI6VOE/gClGWkGBXNICBAMs6cSuUzH9Gx8zDuhrawr5Pu4/MuW4jk8tC+7RBNq7aRMnNMxDyUSCSOK8I8LB91goHcS0+P+BqONAeVSR/IU3LGFjNBlBo1qbPHkTJzLLa9ZXizEuHAtojjowmagfIgCzEjEHzLcXn97KuzsquqnV01Heyu7uBwkz1cqDQFqUbG5SUxLtfCuDwLo3Mtov+KQPANQ6lUYrFYTpqQCZ1XrSLz7GlhQ7GC+TKGvIzIoiEnjSE/ugDr3jKyl/UNuxpoMs6YQsv6XSDLOCsbSBw1OOw4hVKBqSgX664jOEqqSZ3VtwKat80OSiWW8UVRS0frs1MZctsFOI7U9skD6nNeUZnxuFBq1cdcxjvoHfF3uvG7YntmAJImDaP+3Y14Wqx07C4lIzPG+iqVgQIAKhVp8yf0W8gEjqGg8Nalx9TzCUBtDIiZeDwz4c6dOHYIra2tMceGEzTAgIXCCitFIPgW4fVLHKy3hULFdlV3cKjBhi9M9bAci56xeZaAeMmzMDbXQpLx5Bo/AoFg4HG73ajVp+7rPVJpWpVOgzoxeu6BeVge5mHHZoD2F7XZwOAfnIc+Pz1sOeHuJE0JhHlF6quTefY0LBOK4zIqTYXZmAqzj2nOgpOHZfIwZL+EJk6RoVApyf3+QtQmfdScmZ77qBh07dnHM81jFjIAieOGYBichS4r/oawx0p3QdPc3AyAz+cbkFBYIWYEgm8ofknmSJOdr6oCYWJfVXewv86Kxyf1GZtm1jIuL4mxuRbG51sYk2shIyF6nLRAIPhmIodzu55A2rYcoHXTPizji0ibG77alyEvHUNe+gk5f/PanXTsOkLqnHEk9QpvC0fHzsPUf7gJtUlP0Y8viuscyVOGhxoiRioCoD8JBuFA47M5UZkMcTUDBXA1tAaapta1MOzXV0bNh/G227GXVJM8dcRATfekkn/5on7vkzAin9Yv9mLIT4+an3Pw3udQaNXkXjQfU1FO2DGd1U20fr4HhVoVs1/RsZK9dHZc42wHKmn4cBMAxXdecszn02q1pKamhsTMQOX0CTEjEHwDkGWZ8hZnyNuyu7qDPbUdYRtMJurVIW/LuC7PS7ZFL0IWBALBCcG66wj2/RUoNaqIYqY3sizT+MkW1AmGsGFb/aFj1xHsByrRJCfEJWYktxdXdVPYRoKx6Kxtpuq5FRT84Nyo5aW/CTgrGyh/8l2Sp40ke1l8Rq1CpaRjeyCvyVXfiiE3fN8dR2ktpX9/C8nrx9DV9ycSPnsndW+vJ+d7c2MWIwBoXrcTy/jiuBq1nmya1uyg7u31NK/9iqG/vCxsDyPJ68NV1wJEv/HgOFxD89qdKA06spbMjNoPaSCQPD5av9hD6tzxfXsd+fw4DteAUonsl6KK2KjnkKRQcRIIFCo5lsaavRFiRiD4miHLMrUdrlCOS7CymNXVtxSyUatiTK4lkOOSH8h1KUg1CuEiEHyH0Wq1SFJfD+2JQJakUD5MQoSckz77yDJ1b6+nadU2UIAuLQnz8PBFAeIhcfRg7Acqse0rj1o6OYiyqyGiP47E7u64apspfeQNfPZOyp9+n2F3XXFCP2slrw/7oSoSRhZEbUYapHndTlz1bWSeMw1NjHA+gLYv9+Ntt9O4Ygu67JQeDRgjoU21hIohOMvrI4oZQ34G6kQjnqYOql/9lKKfXBT2uZIlibKn3sV5pBZnRT2FP7ogau5I66Z91Lz6KQ0ff8ngm5ac1HA92S/hbmxDn50a9nFPq42GD74AwDQ0N6L48Nk6Q39HS9i3TBxKzetrkTrd2PZXhC0G4Xe68Dlc6NKT+nEl4eZupfyp9wKNbTs9fcqha9O7qqpJEp42G7q06FXWwtE92T89PeClPZbGmuEQYkYgOMU02lzsrg6Eie3uqizWbO/7JatVKxmVncj4PAtj85IYn2dhSLoZlejXIhAIuqFUKrFarRiNxuO+4xkLZ0VDKHk4WoO+ILIkUf3yalo37gHAMmEoxiHHZ5AmjBoMb36Gr8OBq6Y5ZjhbsMKZ7PUh+/1xlet11bVw5NE38dk7URl15F91ZkwhI0sSrppm7Idr6KxqJP/KMyOGc8myjKepA/uhSuwHq0ieMRq/vZPK/32MJiWR1FljSJk5Go0lvDfC3+mm/v0v8DtctG3aS/rpk0hfNDlqP5WcC+YE5newiuoXV6FLT8I0JHzIUxCFQoFxcBa2veU4K+pJnTUm7DilRk3uxQsoe3w5jpJq2rceDBtuplAqSZszjsqyely1LRz+6ysMue2CiJ4ctdmAUq/F1+HgyMOvk3fForhE2PHQWdtM26Z9tG05gOzxMerPN4UVKrVvrA01TM1eMjPi8Xz2o5VDo4kZjcWEeVge9oNVtG89GFbMtG7eT+3razEV55Jy2mgsE4dG7ZkUDvuhKsr//QF+eycEexL1QpuSCApABk9ze7/FTKSqZf1trBkJIWYEgpNIu9MTCBOr6QjlutSF6eWiVioYnpUQChMbm2theFYCmmN07QoEgu8Obrcbv98/IHc8Y2HbH+gvoc1Iihl2Jfn8VD77ER3bAw0xU2aOIe/yhSiUSly1zZQ9+S4qkx61SY/KZEBlDP59dJvapEeTZO4RYqTLSkGTnIC3zYZtX3ncYgYC3plY5WwDQuaNQH6JUceQO76HMT+j7/V5fTgrGnAcrsFxpAZHaR1Stx4lGWdM6XFX39tux3YwIF7sh6rwttqOztFsCIksb6uV+vc+p/6DTVjGDyF1zjjMwwb1EEYKtYqMM6fS+MmX+J1uGj7aTPNnX5F59nRS544La3wrVCoKbjyPkgdextPYTvlT7zH0l5cFDNcoGAu6xExXKepIJI4pJHFcEdZdR6h96zMSxxSGFVfJ00aiNhsp/9d7eNvtHH7wNQbfshRzcW7YYw79+fcpe/JdPE3tVP3vE1w1zYHqd71e5952Oz6bE5+tE5/dGWg2Gfy72zaFQsmI313TY1+fzUnb1oO0bdpHZ1Vjj8cch2tIGNlTuFv3lIWaoOZcGD1czmfv8swoFTHD6pImD8d+sArr7lIkj7dPsr9tb3loTo7DNdS8ugbLxKGkzBiNaWhe1FwoWZZp/nQHtW99BpKMyqij4PrFYW9KKDXqwHus1YanuSPqnHsTrfxyfxprRkOIGYHgBGF3+9hTc7Sq2K7qDipbw/dyKU4398hzGZmdKHq4CASCY0KWZSwWC3a7/YQLmqAxFamscRC/20vFv97Dti8gftIXTib7wjkh74bX5gwYSXEYSklThlNw/bmh/xUKBQmjCmjduAfb/goyzpwadX+V4agx5e90RxUzrvrWgJCxOlEZuoTMoMzQ447SWqy7y3AcqcFZXh/opdMLtcWEqSgXv9tD+/ZDAfFysAp3Y1vfuRl1mIflYyrKJXnKcFLnjKV1w25aN+3D73DRseMwHTsOo023BHp9zBiFOsGIUqMm44wppM4aQ+PKbTSt2Y7f4aL2zXU0fbqdrMWnkTx9ZB+DX23UU3jLUg4/8Ao+m5OyJ9+l+M5Lot7dD1bqctU2hzWwu5N78Txs+8vxdTho+HAzOd8Ln8ieMKqAop9eTNk/l+OzOSn9+5sUXHculgnFfcbqs1MZ+svLqPj3B9gPVNK0ahuuuhYKrj+3h1g6cO9zPcRkRJRKZFlG9vmx7imjbfM+rHvKoVuopjbNEmoe2lu0Sx4fNa99CgQarCZNi17wwN8VZqaOo/CCZUIx1a+sQXJ7se4p69GIFqDwlqXYDlTStmkvHV8dQfL4aNu8n7bN+9GkJJIyYyTJM0aFnXP1Sytp+/IAAPrcNAb/cEnUGxK6tCS8rTbcTfGLmXj6yAyEoBFiRiAYAFxeP3trrewOCpeaDo5E6OUyONUYChMbmxuoLGYSvVwEAsEAolarByyEIxI+pyt0d773neru+J0uSp94B+eRWgCylswk4+xpPcK0dBnJ5F22EJ/Dhd/hwud04Xd0hv73OwK5AUhS2LvZCaMG07pxD47DNfhdnqjGuDLO7u6u+laOPPL6USHz455CBqBjRwlNq7f32KbNSMJclIupOPCjTbOgUChwN7Zx+IFXes5Fp8FUnId5eD7m4fkYctN7GLj6zBRyvjePrPNn0bG9hJYNu3AcqcXT1EHd2+upf+9zLBOKyb/6LJRqFSqjnuyls0ibP56GDzfTsnEP3lYbVc+voGnVNrKWziJx7JAez70+M4WCHyym9J9v46puovJ/HzP4xiURDW1jQddzIMl0VjViKurrQQk9F6kWMs+eTv17n9P06XaSTxuFIUIImXFQJsU/v5TSv7+Np6md8n+9T+6lC8IWlVAb9Qz50QXUvv0ZzWt2YNtbTskDL1N489JQs0p1ggFPpxsUCtRmA2qzAZXZgDrBiDrB0LUt8HfHV0eofnFlj34rSr2WpEnDSJ4xElNR5MabjZ98GRDiSiV53z89Zvihz9ElZuJocKk2G0gYOQjb3nLatx7sI2YUKiWJoweTOHowPqeL9i5vkrO8Hm+rlYYPN9Pw4WbMw/MZcvuFKJRKPC1Wyp9+L+RxSpo8jLwrz0Sli17iWZtugUNVeJrbY84b+tcQ83gFjbCgBIJ+4vFJHGqw8VVXYv5XXb1c/BF6uYzLS2JsnoXxXeFiFuOx14QXCASCeBmoEI7u+HxHC5HYD1SCLKNQqzANC5/A77U6KP1HwEgGAsbpvAl955qcQOqccVHPLcsykstDuLtECcPzQalA9kvYD1WFzS8I0l3oROru7mo4KmSUBh1D7riwj5CBwJ14+6FqTEU5AfFSlIvGEj75XpueFPhJTgiIl2H5GAdnxpWzo9SoQ56BztpmWtbvpu3L/UidbrxtNpTqnsfQWMzkXbaQ9IWTqX//c9q3HsRV10L5k+8y9K4r+oTJJYwsIPei+dS89inWr45Q/97nZC+dFXYu6gQj2tREPC1WnOUNUcUMQPqiybRu2oenqZ2aKMUAIHD3v/hnl1L2+HI6KxqoeWUN3nY7WUtm9tlHoVKSe9F8DLnpVL+8GndDG4ceeJmCG84lcdRgim7/HkqdBpVRH9MD4qprCQgZhYKEkYNInj4Ky/iimD1c3A1tNK7cCkDGoskRiwN0J1gAQBWHmIFAqJltbznWPWX4O90R86DURj1pc8eTNnc8rroWWjfvo23zfnwdDpQ6DQqlEtvBSir+/UHoWrOXzSZ90eS4Cllou/Jk4vHM9EfIhI4fobFmPAgxIxBEQZJkShrtR0PFamL3cgmGio3NTSI9IXLypUAgEJxoBlLQOBwOvF5v6P9gyJipKCfiXd2q51YEhIxSwaCrzyJ52shjOjd0dWWPYMipjHpMhdk4jtRi2xe+8lPoOEolSp0Gye0N65nxuzyUPvpmQMjotRTdfiHGgvBNEC3jiqKeq/f8R/zumrgqk0XDkJNG3qULyF42m/ZtB6OWKNZlJFFw/bmkL5pM/bsbUahVYfN9AFLnBYzglvW7aPzkS/TZKRHXyzg4KyBmKqLnzUBXMYBLFlD2z7ejFgMIokkwUvTji6j4zwfY9pbT+PGXmIfmRfT+pZw2Gl1GMuX/eg+f1Unjx1+SMLIAbWr03J/u6LNTyb/qTBJGFsRd8lmWZapfXYPs86NJSSDjnOlx7RcsAKBOiE/MWMYXUa1WIfv8dOw6ElfBA312KjnL5pC9ZBa2A5WojIH3Tevne/E7XKhMegquPzeqR7U3wYppnuaOqFUDj0XIBOn9eWUwxPccCTEjEETA7vZx7X+/ZGtF37hmi0HTJVgsIQEjerkIBIKvIwMhaGw2G3a7HZMp4HWQZRnbvnIgeknm3EsXUPrYm+RcPD9uo/9YSRg1OCBm9pbFLNGsMugCYsbVV8yo9FoyF8+g7q31DLn9wri7ucfD8QqZ7qh0GlJnhq8m1hvjoEyG3HYhkqdvif8gCoWC3Evm425sw3GkFqLM1Tg4i/Zth2IWAQiSOHowlvHFdHx1mIYPN5E0eXhUb4lKr6Xw5vOpenEV6kRjTKPbVJTD0F9cTs1rnwaKShzDd3HKaaP7Nd5ZXh/wTgK5Fy+IGaYVJFgAQG2Or8+RyqAjYfRgrF8doX3boX5VbwuGoQXJ62oEmrVkZr8rkgU9M5LLg9/eiTqh7/yPR8iEztPt86r7zZNoiNJIAkEY3D4/Nz23la0VbejUSqYVpnDjnEIeu2wi634+n52/PYPnb5jOL84ewdljsshJMgghIxB8R/nzn/+MQqHgJz/5SdRxr7/+OiNGjECv1zN27Fg+/PDDHo/Lssxvf/tbsrOzMRgMLFq0iJKSkgGZY9BA8Hq9tLS09KsPjc1mw2q1YjabUasD90ClTje6zGQUKmVUMaNLT2L476494UIGIGH0YBRqFdr0JCR3dCMoVq+Z1FljGfGH6wZUyHwdUGqj38NWqFQU/OA8iv/vEpKnDI84zlCQBQpQaFRRBVJ3ci6aR/Jpoyn6ycUxw76Cc8m/6sy4u9RrUxIovPn8uHrsDASmwmyKfnIxaadPwjI+/td3MLQxnpyZIEmTh6NONKLPTInaaDMWKp2GguvOOaY+McF9lDoN3g5Hn8dlWT5uIRMk+Hnl9/ctqBEO4ZkRCHrhl2R+8spOPj/Sgkmr4uWbZjAuL+lUT0sgEHwN2bJlC0899RTjxkXP9/j888+57LLLuP/++znvvPN46aWXWLZsGdu3b2fMmMDd9QceeIDHHnuM//3vfxQWFvL//t//46yzzmLfvn3o9bE7o8fiWDw0QSGTmJiITqfD5QokSKuMeop+fBF+lwdljDvSvfM54sFV24zSoIvaQLE3hrwMRt5zHbJfjtlro/jOS1Fq1VG7qvfH2AS6jHo5Zp5FEHdjG7LPH7GnSnf8nW7sJdVoEk39FliOIzUYC3PiEhCyX0L2+iKG1UleH87SOpyVDYz+yw/j8i501jRjP1SFNjWRQVedGdccWr/Yg3nEoKjVtTqrm3BWNqA2GWKKCW+HHUdpHbLHR/L0Yw917I15WB7mYXn92mfIj78XU2wDyJKMq7YZZ1kdieOKGHXfjQPq2esvKqOeUX/5IWpz35u3sizT1taGJEnHLWSCaLVaLJb4RJfwzAgE3ZBlmf/3zh4+2lOPVqXk6aunCCEjEAjCYrfbueKKK/jXv/5FcnJy1LGPPvooZ599Nj//+c8ZOXIk9957L5MmTeIf//gHEPjseeSRR/jNb37D0qVLGTduHM899xy1tbUsX758wObcHw9NdyGTkBBeVKj02pBhI/ulQGPB47hzDFDxzEcc/OPzNK/ZHntwNxRKBS2f72X/754JlcqNhNqkDwkZR2ltIKzqOOjYeZgD9zxLw0eb4xpf+9ZnHPj9s9S9uzGu8ZXPfET5k+/SvG5nv+blrGrk8IOvcfCe/+Ftt8cc37p5H/t/91/qlm8Iu44+q4Mjj75B3dvr8Xb0bTUQDvuhKmpfX0vd8g3xzbm8nuqXVnPgt89EnXPb5v1Uv7AyrufEuquUin+9T9078c3hRKJQKFDptTEFt+z3U/LAy1S/vBpnWV1EISNLMo0rtlD96poTMd0eaBKMofe7/XA1clfhI4/Hg8/nGzAhEyToCY6FEDMCQTceWnmIlzZXolDAI9+fwKzi2HfMBALBd5Mf/ehHLF68mEWLFsUc+8UXX/QZd9ZZZ/HFF18AUFZWRn19fY8xFouF6dOnh8aEw+12Y7Vae/zEIh5BE4+Q6Y7sl6j838dUPvMRdW+vDxnCoQaB/UCflQJA6xd74w5hgkDifvOnO0CS4vaOOMvrKf3H25T+4y3sh6v7PdcgnVWNeFttNK3ejjuO0rWGrspo1j1lcYkM8/BBANgPVvVLLDZ/uiPwh1KBOkKVtSCSx0fD+18ge/142mxhQ6c1KYmhZPLezSQj4bMGE97jyxEJNmLVZaZETcbXpARel942W8QxQYLeL2+7HZ+zb6NqANuBCuo/+ALJG/9rbiDwtNqofO6TQOnxbig1agyDAsUaHKWRxXb7toPULd9Ay7qvaNtyIOq5jvdGQ5CmNds58tDr1L6xNtCjR5ZJTk4eUCHTH4SYEQi6eGZjGX9fE+jg+8dlYzh3bPYpnpFAIPi68sorr7B9+3buv//+uMbX19eTmdmztG9mZib19fWhx4PbIo0Jx/3334/FYgn95OeHL5Hcm2iCpv9Cxk/FMx/SvvVgYENXOJPX6mDf3f+m7Kl3A3dx4zSkUmaOAaUSv9NN+/aDce0D0LpxN36HC4VGRdrpE2OO76xqpPQfbyG5PCj1WjSWgOHsbbcj++PPKQJIP3MqmiQzss9P3ZvrY463jC9CZdKDJNO6aV/M8eYRg0Jzczf0LUoTDm+HI7Qm6QsmxszrbF63E2+7HYVKSdaS08KOUSgUGPICBnZndZxixhYQM5rEOMXMgYCYSRg5KOq4YAiip9UW87Wlzzla5tdV09znccnjpfql1TR8sIlD9714XMJW8vpo33aQsseXRxUhsiTRvHYnB+/9H22b9lH31md9xpgKcwBwlNVFPE7S5OEkjAoUSKh+aRWuhtbw55NlSv7yElUvrsRZ2dCfS+pxjLp3N1L7xjogEOon+yS0Wi0azalrOyHEjEAAvLOzhj+8F/hC+b8zhnHF9PjLFQoEgu8WVVVV/PjHP+bFF18ckFyW4+Guu+6io6Mj9FNVVRX3vuEETX+FjOTzU/HvD+nYHihUkHH2NLKXzkahUNC2aR+y14f1qyMceeh1Sh54mbatB2MKBY3FFOr83vLZrriuRfL6aFy1DYCUmWNjJoG7aps58ve38DvdqBONFP3kolDp2dLHl7PnZ49z+KHXqH3rM9q3H8LTao1qMKt0GrIvmANAx1eHsXVVuYpEsG8MQOsXe0LhOpHQ56SGPBv2GMcO0rJ+F7LPj8qoi5kn4ne6aPzkSwBSZo+LmqtiyE8HoLOqKa55+KyBZPF4PDP+OBuxAmi6Si/LXl+PZpfhUBl0IU+Oq7Yl7BjLhGJQKHA3tHLkodepemkV/ghenN7Isoz9cA1VL65k76+epuI/H2LdU0ZbBKHaWdvM4Qdfo+a1T5HcXtRmQ0iwdsc4JHBTtbOiAckXPhleoVQw6Jqz0SSZkdxeKv71AZKnb06Oo6SazspGWjfuoeTPL3Ho/hdp2bALvyt8EYw+1yhJ1Ly8msaPA6+TxLFDGHLbhSg1qgFvyNtfRAEAwXeetQcb+b/XvgLg2pmDue304lM8I4FA8HVm27ZtNDY2MmnSpNA2v9/PZ599xj/+8Q/cbjeqXo0Qs7KyaGjoeTe0oaGBrKys0OPBbdnZ2T3GTJgwIeJcdDodOt2x97PqXhSgri5w97d/QuYDrLuOAJB57gwyF88IeQDSF05Gk5JI0+ptdFY00FnRQOV/P6QuJYH0BRNJmTkmYt+YtLnj6dgeKP3rrGwI27CyO22b9+HrcIBSScaiyVHHuhpaOfLYm/jtnahMeobc8T30mYHQNr/bi6u2GSQZx+EaHIdrQvupE40YB2dhLMjCWJiFcVAmKuNRMZs0ZTjN63biLK2j9o21DLvrShSqyEZeyswxNK/ZgaepA0dJNebhkb1qCoUC8/B82rcexHawkrT5E6Jeo+T10bI+IARTZ4+LGXbXuHIrfqcbpU5D5jnToo496plpilkCG7qVIo5DzNgPVYMko1ApMQ2NnljfvTiEp9Uas2CDPicNb6stsL69UGo15Fw4l6Qpw6l+aVXA6N+wG+uuI+ResgDLxKFhr9Pd1E7b5v20fbkfT3O3ZpJKBQmjBpMwprDHeMnro+HjL2lasSUk6pNnjCLnwrlh52/qEjOyz09nVSOmwvARI+oEI4OuP5cjj7yOq7aZmtfWkn/lGT3GGPLSybl4Pi0bduGua6WzqpHql1ZT++ZnJE0dQerssRHfZ5LXR+WzH9OxI3DTInn6SPKvPCOuhq8nAyFmBN9ptlW0ccsL2/FJMuePz+G3540SJZYFAkFUFi5cyO7du3tsu+666xgxYgS//OUv+wgZgNNOO43Vq1f3KN+8cuVKTjstEM5TWFhIVlYWq1evDokXq9XK5s2bueWWW07YtUBA0HSvVBbsJRMNyeuj4l/vY91TBkDmeaeRde6MHmMUKiXJU4aTNHkYjiM1NK3ajnX3EbytNmrf/Iz6DzaROmssaQsmoE3p2eDQNDQXXXYK7rpWWtbvwnhFT8OsO7JfonFFoAt78rQRUZslupvaOfLIG/isTlQGHUV3fA9Dt2piSq2aEb+/LiCiyutxVtTTWdmA7PXjszqx7irFuqsUCORsjPrjD45er0JB7sXzKfnLy7hqW2jZsJu0eeMjzsWQk4axMBtnWR0tn++JKmYgEGrWvvUg9kPVyH4pqlBq33YwEN6lVJAaZQ4QCF1rWhPIrUlfOCmmVyvomZE63XhaOqJ6cQC8wZyZOMLMgvkyxiE5MRPkVSY9Sq0ayePD22qDGILXkJOGbU8ZnWHETBDjoEyG/vwymtfupP69jfisTir+/QGJYwrJ/f7paFMSkXx+2jbtpXXzfpy9CkcY8jNInj6SpCnD+zyP9pJqql9aFQoT1KZbyLtsEQlhPDJBNBYz2tTEQIPS0rqIYgbAXJxL9vmzqFu+gdbP92AamtujJ43KqCd9wUTS5k/AcaSW1g27ad9+CMntpXXDblo37MYwKJPU2WNJmjI89Pz7XR7Kn34v5BFMXziJ7AvmxlUd72QhxIzgO8uhBhvXP7uFTq+fucPS+dvF41F+jd6cAoHg60lCQkKonHIQk8lEampqaPvVV19Nbm5uKKfmxz/+MfPmzePBBx9k8eLFvPLKK2zdupWnn34aINSn5o9//CNDhw4NlWbOyclh2bJlJ/R6bDYbLpcLvV6P2+2OWbZZ8vkpf/o9bHvLAcg6fxaZZ0e+m69QKDAX52EuzsPd2EbTmh2B5H6Xh6bV22j+7CtG//mmHl4ahUJB6uxx1L6+lrYvD5BzwZweXpDutG87GLgrroCMM6dGnIenxcqRR9/A1+FAqdcy5PYLMeRn9JmrLs2CLs0S6rMi+/101rbQWV6Po7yezvJ6XPUtGAv6Gs/GgiySTxtN2xd7qX//c5KmDEdtihyKmDJzDM6yOjp2lOC7ZEHUsQldRQCkTjedVY0RSzTLshwSJ0mThsUsb93w4SZkrw+V2UD6wuheLQgk5is0KmSvn86qpqhiRpZlfLb4w8yO5svEDvVWKBRokhNxN7TiiacIQG5AtLpqW6J6lBQqJekLJ2GZUEz1K6ux7S3HuqcM+73PkbVkJqlzx9Hw4eZQ4Qa1xUTytJEkTx/ZQxgH8Ttd1L69ntaNewIblAoyFk0h89wZMfv+QEDYeVqsOEprSV84KerY9EVTsJfUYNtbRs3LqzEOykSfndpjTOD9mIu5OJeci+fTtnkfLRt2465vpbOygeqXGtCmJJIwqgCfvZPSf75NZ0XAq5y1dBYZZ0792t30FWJG8J2kpr2Tq//zJR2dXibkJ/HklZPQqkUKmUAgGBgqKyt7iIGZM2fy0ksv8Zvf/IZf//rXDB06lOXLl/cQRb/4xS9wOBzcdNNNtLe3M3v2bD7++OMTmpfTO0fG4/FE7UMjyzLVL61CcSiQ15C9bHZUAdEbXUYyed8/nazzTqNlw26a1+4gYURB2HCzlBmjqH9nA5LHR+vm/aQv6JvUL0syjZ9sAcAyYWioElpvvO12jjz6Bt5WG0qdhiE/uiDufi0KlQpjfgbG/AxS5wT6Cfk73REbbmafP4uOHSX4HS4aPviC3EsWRDx20uRh1L6xFsntpe3L8NcYRJuaiDY9CU9TO7YDlRHn7yipwVUdyGdJi3I8AHdDGy2fB4zszLOnRQz7645CpUSfkxYIHaxqJGni0IhjJbcX2RvI9YglZtxN7XiaAqFasZL/g2hSEnA3tOJtjV3FL2jUS51uvG22Pt7A3mhTEym8dRnt2w5R+/pafDYnbZv3kzZvAimzx+JpbCd5+kjMw/Oj9n/x2V20fbkfAENBJvlXnIEhLz2u64NAc872LQdwlNbGDOsL5M+cxaH7X8TbZqP83+8z9BeXo4rQC0pt0pN++iTSFkzEcaSGlvW76axuxDxiEN4OO0ceeRN3QysoFORdtpDU2WPjnvfJRIgZwXeOFrubq/6zmXqri+IMM89cOxVjHHdHBAKBIBJr166N+j/AxRdfzMUXXxzxGAqFgnvuuYd77rlngGcXnnDJ/jEba8oguTyogOwL58bMT4mE2mwg8+xppC+cFLGBoMqgI2nqCFo37qHls12kzZ/Qx5Cz7i7FVRdI6M44K7Kocje347M6UGjUFN6yDFNRzjHNu/vcIhn+GouJzHOmU/f2epo/+4rU2WMjNsZU6bUkTRlO68Y9tG7cE/Yau5MwPJ+WpnbsByojesOC5ZiNg7OihiUB1L23ESQZTUpiSKjFgyE/o0vMRC8CECzLDLGrmQVDzFQmfR+PWSS0KUcrmsVCl5UCSiVIEq7alphiBgLvyeQpgWphdW+vJ3XOuEC1t14hlVHPm5FE9tLZAIH17WeyfLAIgK/DEZcIU5sNFPxgMYcffA13XSuNH20me9nsqPt0957KfgmFUoHKoEedYMDTomLQdedEFa0+38ktZ90bYcEJvlPY3T6ue3YLpU0Ocix6nr9hGsmmU1MXXSAQCE4V0aqWRRM0CqWC/KvORF3TTvK04++krtSoQ80rw5E6dzytG/fgszvxtFjRpfXsCO5ptaLQqDAPzY9aJMBcnEfhbRcge/397th+LKTNn0DLht1x5YmkzBxD68Y9eFqteNvsIQM9HOYRg2jZsBtHaS2Sx9snsV/y+nA3BXIy0k6PHpIkSxJqox6UCrLOOy3qOvQm6FmIVZ45GGIGsT0zwZwM8/BBcRv8wRC6eHrNKNUq9JnJuOpacNU2k9grOT8aaqOe/Ch5W7FIj7EW0TDkpodygxyldXGJMFNhNjkXzMZZ2UhGlBDQcARzsZRaNYW3LKWzphlzcW7UfbxeLw6H45T1mRFiRvCdwe3zc/Pz29hV3UGyUcNzN0wn2xK9+olAIBB824in/HI4QRNEZdAds5Dxu70RQ17CYchJo+CHS0gcOThsfkH6gokkTRmOFCHkqzvm4mMTMbIsI3l8cc87WKWq+KcXo7aYYuYXGAdnUfCDxSSMLox5DvPwQeRcPJ+EEYNQhBEfSo2aYXdfhf1AZUzRplAqybt8EemLpqBNi20gdydhxCByvjcXQ15G1NAnbaqF3O+fjt/eGbOiWt4VZwRyjOLsRwNgHllAtkaNLjM5rvEZZ05F8vsxx6iUFkTy+OLKa5FlGcntjVm04FhQqJTkfG8eaosJUwxRAYHQS2QpJGaPJ79FZdDFFDIAGo0Gu92OWq2OqxLiQCPEjOA7gV+SufPVr9hwuBmjVsUz102jOCNyZ2GBQCD4NtKfPjK9BU1iYv8M3u44y+up+O+HeDvsjH3oR3GXdG37cj8NH23GNb2JrMXhGzlqEowQZ3f5/tLw4Saa1mwnYXQhBdedE3N86T/ewra/kqwlM6MWReiOQqEgadIwfPZOvG5P1GpiapM+al5N8HjxJNAH0WUkxT326D7JcRUL0CSZSZsbvZpaELVJT9KkYf2ah6kwO2YoXXcsE4ey/7f/wTwsn+yls9CmWiKO9bs87P3Fk+hz0hh0zVl9EumDtKzfRe3b69FnpTD0F5f1a/7x0p8QQGdFPaV/fwvzsHwKrj8XRS8xJnl9tH6xl7ZN+xhyx/cGRICp1WrMZjNWayB3aaAEjdPpjD0I0TRT8B1AlmV+9+4ePthdh0al4KmrJjMhP+lUT0sgEAhOKv1tiAk9G2u2tbXF7LQeCXWCEU9zB7LXj6s+vg72AO3bS/A0d4TyYvqDv1sujr/THXdzwO4o1Cr8Tnfc3e4VKhXIMt4OR+zB3ZA8PsqeeIfDf30lVLo3FrIs96uTuyzJ+Dvd/ZrXqcZ+uJqGriaNsZBlmZaNe/BaIz/31r1l+KxO2rcfQqmLbsQ7y+q6+rs0oLFEFphKvRbJ5cHdGP/r+kRi21+B5PLgqm8J61XyuzzUvrkOZ3k9rV3FHwYCk8lEYmIiVqsVmy122F8sbDYbDkd87yMhZgTfeh5ZVcILmypRKODhSycwZ2j8VUQEAoHg28CxCJkgQUHj8/nwePovCCBQdUplDCTMd1bFJwz8Thf2rlK90ZKPeyN5fTSu3Mr+X/8LZ0Wg6lrdu59z4A/P0rZ5f78EWbBBpLu+DckTO8k5aPT6Ouxxn0OWJCqf/QhnWR2eVmvUPihBPK02yp96l5I/vxRoNBkD++FqSh54iaoXV8U1J0+rldrl60+ZgS7LMk2f7uDII29S/+5G2rcfijre53BR8fT7VL+4kqrnVgRCrcLQvu0gEAjXi9Vk097VMFWfmx6xLDiALj0JAL/THWoQ2h3J5w+FHg4Esl/CdqAi4jFt+8oBSBg5OOzjmgQjKTNGA9C0Zjuy3z9gc0tISBgQQRP8vIqn5xWIMDPBt5z/fV7Oo6sDHWvvWTqG88YdXwUbgUAg+KZxPEImiFarJTk5Oe47pb1RKBQY8jOwH6zq8nKMirlPx+7SQGUljYqE0bGTtWVJpn3bQere2Rgq1dvwwSbyrzmbtk17kdxeKv/3Mc0bdpF7yQKMcVTM0ud1VSGTZVy1zTHLOau7xEx/PDO1b35Gx87DAIEu9FGEmyxJXQ0dPw9VgWvffihifoy7qZ265evp2BE4fmdlI67608KWsJZlGceRGpo/3UHHziMgy8geX9TS0hDow+Ntd+Bps2LITY+rvHM0JI+P6pdWhcoZ67NTo5Yyth+qpvLZj0J9X1QGLbLP3ye8yu/yYN0daPKaNDl2OJujJCASY+WMdA/Tcze19xFJHTsPU/PyaswjB5EwajCJowajSepfmLssyzjL6mjbcpCO7Yfw2ZwMueNCEkb0DCf0O104ywMCPnFU5FDD9IWTadmwC2+rjfZth8LmwNkOVKA2GdCmJkYVc70JfsYca8hZ98+rcA2Iw9EvMePz+bjvvvu4/vrrycs78dVABILj4d2vavn9e3sB+MmioVw1I/4YYoFAIPg2MBBCJoharUZqDfRradIaUGo1KLVqlDpN199d/2s1aJITSOvVed6Q1yVmYpTzDdKxI3AjKnFUYcy4fvuhKmrf+ozOyi6vj1JJ2txxZJ47A7VJz/DfXBUSDc4jtZT8+UVSZ48ja8nMqHfoNYkm1BYTvg4HndVNMcWMxhIwUuMVM01rtodKKafNnxC1ApmzqpHqF1fR2RVapk4wknPRPJK6mnt2x+900fDxlzSv3YnsC9x5NxRkknvRvD5CRvL6aN96kOa1O3t4zdSJRjQpifidLtzNHXjb7F0V12x422x4WgO/vR0O6PJ2DbrhXBre/wKFRo1SrUKhUaNQq1BqVCjU6sDvrsd0mcmkzZvQYy6elg7Kn34/NA/LpGHkX3lG2PWX/RINH24KhKHJMkqdhtxLFpA8Y1TYpHfrnjJkrw+FSollQnHE5zn4nARFQayke5VRj8pswG/vxNPY3ieHx7avHH+nm47tJXRsD7ym9blpIWFjLMpBqe5rtMuyjKummfatBwONYVt69tJxltX3ETO2g1UgyShUSkxRihzoMpKwTBhKx44SGldtI2nqiB7PmSzLlD/5bsgbqdRrA32OUhLRpiai6fqtTU3Er+zr2TlWQdP78yrenJl+iRm1Ws1f//pXrr766v7sJhCcdD471MT/vbYTWYarTyvgxwvjD1EQCASCbwMDKWSAgJHkl/B22HD5oxvr+rz0MGImWM63KWbzP3+nG9u+QIiZZVLkz29XXQt1yzdg3V0a2maZWEz20tnoMo5WuNKmWhh80xJsByqoeW0t7vpWWtbvon3bQbKWzCJ1ztiI5YANeenYusRMLEJhZlZHzGts31FC7ZvrAnMeX0zORfPCjve7vTR88AVNa7ZDV/hUyqwxZC+bg9rU84657Jdo2bCb+g++wN8V8qRJMpO9bDZJU0agUB49vrfdTvP6XbSu39UjPMpQkEn6golYJg1DqVZR/eoaWtZ9FfPaIVAiOd6cH/Ow/B5ixnaggor/fIjf4QKFguxls0lfNDnsc+Jp6aDimY9wltYF5pyfQcH150atahYKMRtZEChJHQVnRUNIBMZTQUyXnoTT3hkqi92drPNOwzQkG9veCmwHKwP5LDXNuGqaaVq5FaVOg3n4IBJHD8YyeRh+p4v2LQdp23oAd11rj2Ppc9NImjKc5CnDwxYvCIaYmYpyY94AyDhjCh07SnBVN2HfX0lCN0+Ov9NN92jM7nPujTtJDwV93zv9FTTH83nV7zCz008/nXXr1jF48OD+7ioQnBR2VLZx8wvb8PplzhuXze+XjD6u0oQCgUDwTcPpdOJ2uwdOyAAoFWhTEsmaM5UEtR7J40VyewO/Pb6u34G/tWl9DS1DfkDMSJ1uPC0d6NKSIp7KuqcsECqkVoXtB+K1Omj4YBMtG3eHDHxjYTY5F86N2hAzYUQBw+++kua1XwUMfqebmlfX0LJxN7mXzA9bvtmQl45tb3lcRQCCYWayz4/f4Yro9XEcqaHymY9ADsx70HXnhBVT1r1lVL+8JhQ2p8tMJu/yRX1KC8uyjG1fObVvfoa7PmAAK3UaMs6cSvrCSX3KIle/vJqWjXtA6sq7UCpJmjSUtAUTMQ7O6vGdGezlotCo0aYkoElOQJucgCYlAW1KIppkM9rkwG/J50ep0SD7fEhe/9HfXl8gd8TrQ/b5kbx+9Dmpobk3rdxK3TsbQZZRmfQU3LCYhBGDwj53bVsPUv3yaqSuYgbpCyeRdf6sqH1y/J1ubHvLgThDzLryZXQZyVGrywXRpSfhLKvD3dje5zFtSiKps8eROnscks+Ps7QO674ybPsqcFU3Ibm9WHcdwbrrCJqURMr++XbP/dMsIQETqfkqdL0GuhqPJkQJMQtiHJyFaWgejpJqGldt7bGP2qhn7CO3BSrstVjxtFrxdPsd3Ca5vWiSzUB4D0q8guZ4b7z0W8ycc845/OpXv2L37t1Mnjy5T3LO+eef3+9JCAQDxeFGG9c9uwWnx8+coWk8dMkElEohZAQCwXcHtVqNw+EgJSVlQHs+KBQKVCY9SVNHkJLSN+ciFrrMFBQaFbLXT2dVU1QxEwwxSxgxKGwORtumfbSs3wWANt1C9tLZWCYOjevGlUKlIn3hJJKmDKfunQ20bdqHq7qJ0sfeYuSffhAo9dyNoEfJVdOMLMk9vBu9CYaZQSDULJyYcTW0Uvbku8g+P9r0JApvPj9s1amOnYcpf/q9wJzVKjLOmkrGmVPDGu2Sy0PFfz8KGPgKSJkxmqwlMyPmZig0apAkVGYDqbPHkjZ3fMSxqbPHkjJzDCqTPubzq9Rq+njkouF3e6l6/pNQ+JUhP4PBNy1Bmxq+DHjNa5/SvHYnEAizy7/6LBJHD455Huuu0pA4towrijk+KGbi8crA0byZcGKmO0q1CvOwvECO07I5eNvt2PZXYN1bjrfdRsKoArRpFiSPl6TJw0meOgJDQWZcr2t3Qxve1kDSfbyluTPOmEJZSTX2A5U4Kxt6NJ5VKBRoEoxoEoxhwytlWcbvcNHS2AgrP454jliCZiA8yP0WM7feeisADz30UJ/HFAoF/gGsiiAQ9Ifa9k6u+s+XtDu9jM9P4skrJ6NVi4J9AoHgu4VarcZkMp2S5nXRUKiUGHLTcZbX01nVGDHR3e/yYN0bSNSOFGKWNn8ibVsPkjJjFKlzx4fNOYiFxmJi0NVnkTpnHDWvfUrCiII+QgaOVjST3F48ze09wtd6o04wgELRVZ7ZjiG35510yeOl7J/L8TtcqMwGhvzoAtQReuQkji1En5OKyqgn7/JFYZP2g6gMOjLPmY5tT1mgmWWM4gZp8ydg6ApZiubRAPqV/N1fFEoF3rZA4n7yjFHkfX9h1CaVwetKGFVA/tVnxeU1gaMhZgmjBscsUCBLEo7SWiB+MaPtek24m9pjhhd2R5NkJuW00aScNjq0rejH30OTnBAx7DESwRAzdaIRfW58VVsTRg9Gn52Kq66FplXbKLj+3LjPp1AoUJsNaDyxP2ciCZqBCoXtt5iRpIErLycQDBStDg9X/WczdR0uitJNPHPtVEw6UaxPIBB89/D5fBiNJ6aJ5PFiyAuKmcj5J7Z95chePyiVJEa4i67Uqhl21xUDEkJsKsxm6M8vi1iiVptuQanTILm9dFY3RRUzCqUSdaIRX4cDX5giAEqthoyzplL75mcU3rI0asNKhUrFkDu+h9psjOoNCpJ++kTSF06K6znRpVnQhQkFPNkoNWoG33ge1j1lpMwaE3PuyTNGoTYbSBhdGNdzAuBzukLhV/GEmHVWNyF19SQyD+2fZ0bqdOO3d0YUqPEQrZFnNEIhZiMGxf3cKBQK0s+YTNVzK2jffojsZbPRphx7c9xo9BY0wb8HpDjJce0tEHwNcLh9XPfsFo40Oci26HnuhumkmI6/o61AIBB8E/H5YvdDOVUYCjLRHa5Blx7ZYNOmJ5Eyawyy1xc1UXsgcyEVSgUKZXiTSKFUYhySg+TxoojDA6TPSsFr1KFQhb+znjprLJbxxTH7nABxex6C8/wmokkykzp7bFxjFQoFiWOH9O8EMmSeM52OXaXx7atQYBlfjKfViiZOw16XnoQ6wYg2Iwm/y3NcYuZYMQ/Nw+90x1XGvDtJU0Zg21dBymmj0SSfWG9ub0EzUDl9xyRm1q1bx9/+9jf27w/UAB81ahQ///nPmTNnznFPSCDoDx6fxM0vbOOrqnaSjBqev2EauUmxvyAEAoFAcOwEEs4r0CQaY4Y0dSd11lhSZ43F225H8vrChjgZ8zMwXnHGQE43hN/pwtXQ1qd8biyKbr8Qd3M7frsr9tgfXxRzTDxCRjAwqE16Ms+dQea5M+Iab8zPYPAPl4T+b9tygMRxRah0mrDjO2uaaftyP0lTh5N70fyox3bVt6JLt6CIs39Kf8g4M5BTFS/t2w9hL6nBkJfer/CyryP9lvEvvPACixYtwmg0cscdd3DHHXdgMBhYuHAhL7300omYo0AQFkmSufO1nawvacaoVfHMtVMpzvh6xYgLBALByUatPvFBF5XPfkzZP9+m4cPN/d5XliTK//U+h/70Qig3IRbeDgeNK7ciy+E7u8eDbX8F+3/3DOVPvou/K4yoP9S/9wUlD7xM9Str4t7HZ3NiP1zd73N9Hen46gjydyzVwH64mspnPmL/b/6Np9UadoynpYOmlVtpWb8r4utTlmXqlm/g4B+fp+nTnSdwxvFj219By7qd2PaVRRzjbu7Aaz22Rrlhz9ktRyYxMRGr1YrNZjvu4/ZbzPzpT3/igQce4NVXXw2JmVdffZU///nP3Hvvvcc9IYEgHmRZ5vfv7eX9XXVoVAqevHIyEwdFjmMWCASC7wpqtTruZnPHSrBccseuw7ib2/u1b8tnu7rK2LYheWOHxHlabRx++DXq3l5P/ftfHMt0AdBlpSB5vPhszkDPln7gqmuhfesBAAyD4vNEuRpaKfnbK5T9c3mPZpTRcDe3h6q0nUj6Kwqb131F+VPvUv70e/jd3hM0q68fjZ9sAQJhZJFCsIKlq2WvH58t/PtOoVDg73SDJNHwwRd42o7fgI8XyeMLnLsXwep1wQIMvfG7PJQ9sZySP7+Es6L+uOfRO9k/ISFhwARNv8VMaWkpS5Ys6bP9/PPPp6wssroTCAaSx1Yf5rkvKlAo4G8Xj2fusPgqdwgEAsG3HZ/Ph8PhGJA7npFImjQ0YAzJ0NyPO82eVht172wAIPm00SQMD99LJIi7uYMjD7+Gp7EdhVrV7/Cw7miTE0hbMBGAppVb8UYwPMPR8OEmkAPFAFKmj4w53l5SzeG/voKnqQNZkmIar542G9UvreLA7/9H9SurcdX2bU44kDSt3ErJg6/S/NlXPRpmRpxfSwcQKHF85KHX8HaEN4C/KciSjLOygYaPNtOyYXfYMc6qxlBvmoyzpkXM0dJ0KyMdLI0cjqyls1CbDUhub6hZajjathzAVd96XF5ICIjpmjfWse/uf9G4alvfeScFRJi3Pfxaumqa8Lba8LbbOfzQa7R9uf+Y5xKpatlACZp++6Lz8/NZvXo1xcXFPbavWrWK/Pz8Y56IQBAvz2+q4OFVhwD4/ZLRLJ0QX7URgUAg+C7g8/kwmUxxd94+FhQqFWnzJ1C3fAOtn+8h67zTYpe8lWVqXlmN5PaiTjCSc+HcqONdDa2UPvom3nY7Sq2awTcvDTVSrHzuEzzNHUcbOCab0SQfbegYqSdKxplTad2wG7/TTeNHm8m9ZEHMa+2sbaZ9e+A7J/Oc6THzHdo276fqhRXIfgm12cDgW5ZGFGFeq4PGFVto+WxXqOO8JsmMt8OBPicNWZaR3F78jk58Dhc+eyf+0O9OfHYXfkcn6WdOxfrVYZQ6LUqdBlXXb6Ve021b1996bcBgrmnGeaSWmtfWkjCqgOSpIyLmhuRcOBdtaiI1r62ls6qRkgdeofDWZX1KT3dH8vrw2Zx4Oxz4rE58VkfX3w68VgeGvAzSF01GcnsCzVfdXvzBJqzubg1Zu/5OWzARhVIRGOfyILk8+N0eJJcXye0JbHN7kVwejENy+vSf8Xe6sR2oxLanDOveMnzWgJjV56WHLUDQ+MmXgcezU6MWDlAZdCj1WiSXB0+rNWxPFgg0osy+cA5Vz62gY3sJtn0VfZpbejvsgWaqgMqkx1SYjbEoB9OQHIwFWVHLVgNIPj8dOw/TumE39kNVoe1tm/eRtfi0HlXOQp4ZqwNZkvoUkDAV5VL8s+9T/tS7eJo7qHz2Yzqrm8heNrtfxSZilV+Ot7FmNPotZv7v//6PO+64g507dzJz5kwANm7cyLPPPsujjz7a7wkIBP3h/V21/PadPQDcsXAo18wcfGonJBAIBF9DjEYjOp3uhAqalNljafhwE5LbS8vGPWQsmhx1fPu2Q1j3BCI4ci+Zj9oUuVJZZ00zpY+9ic/mRKnXUnjrMszden44y+tDne7DodCo0CQFhE3BTeeFqqKpjXoyzppG3dvraVm/i7TTJ0Zt3gnQ8EGXVyYjieSpkb0ysizT8OGmwHgCTUILf7QsbAlkn8NF06qtNH+6A8kTCLVTJxjJOHsaqbPHotSoOfLIGzhKa0MiJxrG4ty485fSzphMzgVzaduyn46dh5HcXmx7yrDtKUOp05A4rojkaSMCJX67Cbe0eRPQpiRS8d8P8bbZOPzgqxT8YDGJowaHxrgb2yh76l18HQ78zr6hTd2R3F7sh6pCDSpjoTLqqH0jskejxzWePomEUQW461ux7i3HtqcM++Ea6JXzo01NxFyc28eYdzW0hhq3Zpw5NWqpY4VCgTYlAVdtC54onhmA5OmjaP18L47DNVS/uobhv7mqRxEMT3MHKqMOv9ON3+HCuqcs9J5BqcQ4KAPjkBxMQ7IxFeWisQSq3bmb22nZsJu2L/b1CHXTpCQGmp6eNrrPNYSapEoyPqszbNNUQ24aQ395ORX/+QD7gUqaVm3DVdvCoOvPiVppMEi8fWSOV9D0W8zccsstZGVl8eCDD/Laa68BMHLkSF599VWWLl3a38MJBHGzvqSJn766E1mGK6YP4qeLwjdTEwgEAsHA3PHsTfdec2qjnuTTRtOy7iua1+4gfcHEiOWIfQ4Xta+vBQL5NpZJkft9OCsbKP37W4HGkkYdQ267sM/d7owzpuBubMfbFgiD8bTZ8LbbAv1pCOQveJraA8ahrmep/rT5E2heuxNvm436976g4LpzIs6ls7opZNRmnTsj4vVJXh/VL66k7ctAXo15eD4FN57Xx+Dzuzw0r9lO46ptoV4mKqOOjDOnkjpvQg+viCzLfYWMUoHaZEBl1qM2GUJ/qww6TMW5Xd6No54Oye2BXtFKar2OhFEFJIwqQLrMS8euUtq3HsC2txzJ7aV9ywHatxxAbTaQPGNUDw9a4tghFN15CWWPL8fX4aDs8eXkff90UmePC0xPq8Fd11dkKjRqNBYT6kRj128Thtw0Or4q7ftkKhUoddqAJ0mrCXiYun7CcfRxLSp9wAulSUmg5C8v0VnZK1dJqcQ8NJfEMYUkjC5El5kc1oPXuGJrQMCmJpI0ZXjY83ZHk5KIq7YFb4QiAaHnQaEg99LTOXT/C3ia2mlaubVHlTVTUS6jH7gFd0MrjtJaHKV1OI/U4m5sA0nCWV6Ps7ye5jWQMnMMlvFFNK/biW1fRfeTkDi2kNQ540gYWRDRi6JJPipevO32sGIGAtXghvzoAmrfXk/zmu3Y9pVT8peXKbz5fPTZqRGvtb8NMY/n8+qYSp5ccMEFXHDBBceyq0BwTHxV1c4Pn9+G1y+zeGw29yyN3VxLIBAIvusMpKDxer14PD2rgKUvmEjLZ1/hbbXRsbOEpMnhDb/atz4LeFl0GnK/vzDi57ejtJbSfy5H6nSjMhsouuN7GPL65kR275geRJZl/A5XQNi02fC22fF3uvsIEKVGTdZ5p1H1/AratxwgfdFkjBHKS3f3skQyan0OF+VPvRvyMCTPGEXe5YtQ9upJI/slDv3peTwtgbVQ6rWknz6J9IWTwoboZS2egeT2ojIHRIvarEdp0EV87lKm9fUaybKM7PUFwre6QrLUCUfLQiu1GpKnDCd5ynB89k46dpTQtuUAjsM1+OydYSt4GfMzGPqLyyh74h1c1U1Uv7Qad2M72cvmBMIHL5qHOtGEJtEUEjBKvTbsvM3DByH75oTEiFKrRqFWhR3rd7ow5KWj1GuPhtHpNBGN9c7yejorG1FbTCSOLiRh9GASRgyKGQ7pabXStjmQH5J+xpSIArY7wUaTkSqedceQm0b6gkk0rd5GwydfkjRtRA/voEKpQJ+dij47ldRZgfA3n82Jo6wOR2ktziO1OCsaMBXl0PHVkZCQUVtMpM4aS8rMMWhTYr/PVQYdCo0a2euLmDcTmpNKSe5F8zDkpVH90mo8Te2U/PUVBl17NuT1Lb7UXyETpPfnlSrOEtb9FjNDhgxhy5YtpKb2VGPt7e1MmjSJ0tIwKlsgOA4ON9q59pkvcXr8zC5O46FLx6OKs7utQCAQfNcZCEHj8Xhoa2tDp+tpCOoykkkcOwTrrlKa1uwIK2ZsBypp+2IvQFeH8fDnd5bXU/r3twI5NRYTRXd8L+qd394oFArUZkOgh0uM3jfJ00cGQmbqWqhbvoGi2y/sO5/KBjq+OgxA5uIZYY1mWZYpe/IdnEcCJaazzp9FxllTwxrjCpWS5GkjaVy1jbT5E8g4Y0rUfjPmYcefh6xQKFBoAx4OYjRyVJsNpM4ZR+qccXharbRvPRgx/0ObnEDxnZdQ8Z8Pse0to2nVNpR6LVnnziD99Elxz0+XnhT3WJVRj7Eg/HzCkXHmVNIXTcaQlxE1TKw3Tau2gSShTjSGFc3hCL6mY4WZBclcPIO2rQfwdTioeW0thbcsjXqDVp1gxDKuCMu4IiCQG4Mko89JxdtuJ3XOOBLHFMYlvIIoFAo0yWY8je0xxUyQlBmj0WWmUP70e/g6HJQ//T5Zdy7rMeZYhUyQ7p9XvT9vItHvambl5eX4/X3jN91uNzU18cU9CgTxUtfRydX/2Uyb08u4PAtPXjUZXRwdmAUCgUBwlOOpGuTxeGhubkatVqPVavs8HjRenWV1OMrqejwmSxLVr6wGwFiYTeqc8RHPo8tMRpeVgiYlgeKfXtIvIdNfFEolWUtnAWDfX4HtQEWfMUGvjD47laRJ4cOaFQoFOctmozToGHTdOWSeHbnqFUD6osmMvOc6ci6Y87VunKlNSSTjzKlRBZVKr6Xw5vNJnTsebUYSaXMjr+2pwJCXjnFQZr+EjNfmpGVjIC83feHksE1dw6Hp8sx4W2J7ZiDw3OVePB8gUJBgd/8cAUq1CqVWjbEgiyG3XYBlfFG/hEwQjaWrCECcYgbAVJjNsF9ejrEwm+xls0NV0eD4hUyQ4OeVwxFfj5u4PTPvvvtu6O9PPvkEi+VoQpvf72f16tUMHjw4/pl2UVNTwy9/+Us++ugjnE4nxcXFPPPMM0yZMiU0Zv/+/fzyl79k3bp1+Hw+Ro0axZtvvsmgQdFLOgq+2bQ5PFz1ny+p7XAxJN3EM9dOxaw78c3gBAKB4NvIsXhogkJGo9GQmJiI2903qds0NA99XjqyxxfKAwmiUCoZdM3Z1LyyhvwrFkU1LFWGQH6M5PKg7Vbu9kSROHYIpuJc1CYD2uSe55NlGVNxLo7S2ohemSCmolxG3Xs9qjgSolUGXcwwp28SCpWS3EsX4O90x5UQ/nVHcnkwD8/HWVpL6pxxce8XfL36O934O91xrbFl4lASRheiz0oeEC/csRCqaNYPMRPcr+inF6NQKWlrawPA4XDgdDqPW8gESUhICPt5E464LcNly5YBgbsQ11xzTY/HNBoNgwcP5sEHH4x/lkBbWxuzZs1iwYIFfPTRR6Snp1NSUkJy8tH4uyNHjjB79mxuuOEG/vCHP5CYmMjevXvR67/5bxpBZJweH9f/bwuHG+1kJep57vpppJq/PV8AAoFAcCroj6DpLmRSU1Px+Xo2uJT9Et52Oz67kyE/WoY6wRRWrJgKsxn6q8vjynNUm/QQpcpZOGRZBkmKWTK5NwqFgsE/PD9sVTWFQkHGGVNInTMuEKIVg3iEzNcZd3M72uTEuO7uSx4frtpmDAWZgTA2hSKqkHE3BJqjqhONaBJNUY/td7rwOVxxhZ9JPn+fvKTjRZeexJBbl+Gzd6LS9/VCRkKfncrgm89Hm5IY1+vF3dwOEgz+4ZKo1yD7/fjd3hMmFNMXTiLltNExn29ZlvFZHSFPDtBj3sHeVklJSQNaOdFojB4aGSRuMROsYFJYWMiWLVtIS4tcWzxe/vKXv5Cfn88zzzwT2lZYWNhjzN133825557LAw88ENpWVFR03OcWfH3x+CRufmE7OyrbsRg0PHfDNPKS43tBCwQCgSA68Qia3kJGGcYzYd1dSvnT76HUqhnz8G1RxUrYhG63F4VCEbN3RjRsByqpf+9zzMPzyT5/Vr/29Xe6OXjv/7CMLyZz8YywhnZ/DNoThbOyAdu+CjLPnhZzrN/tpf69z8k4Y0qobG/U8S4PJQ+8jLu+laI7L+lR/joc7sY2DtzzP5BkRtxzXcyy1gDVr6zGfrCKjDOnkr1sdsRx9R98QcOHmzCPKAibwxSac6ebxhVbaf1iD8N+fWVMgXQs9DcEUKXXhvJZILbQavhwM22b9pE0ZTgF158bdkzTmu00frIFy4Ri8i5b2K/5xItxUGbob0+bDYVK2ef5tB+uofrFVfhdbkb96QdhvZRerxez2XxCSsDHQ78D7MrKygZEyEAgdG3KlClcfPHFZGRkMHHiRP71r3+FHpckiQ8++IBhw4Zx1llnkZGRwfTp01m+fHnEY7rdbqxWa48fwTcHSZL52etf8dmhJgwaFf+9dirDMk/Nm0MgEAi+rUTLoYlHyABoupKeJY8vZk+R3vicLkr//iYV/34fuSsPV/L5qVu+AZ/DFfdxHCXVOMvqaF67E58z/v0AWjbsxmd10rppX7+qYzor6mndtC+usX63l4aPNiN5A14tWZJoXLEFf69wvEg4yuo4/NdXqH93Ix07D0cdK8sypY+9SfOa7VQ+9wmyFLuDvEqvDRmn8eRtaFMtIe9NZ1VTHFcQ8OABMb0+urQkkMFZWhvaJywKBS0bduGzOgPJ+l8zXA2tHPzjc1HXK9gjSZeRFHGMLMn4bE7ath4MvX5OFN4OO0cefYMjD7/RJ+RMk2TC3dCKr8PRoxFnjzEaDSbTwIvKeOm3mLnjjjt47LHH+mz/xz/+wU9+8pN+Hau0tJQnnniCoUOH8sknn3DLLbdwxx138L///Q+AxsZG7HY7f/7znzn77LNZsWIFF1xwARdeeCHr1oVvnHT//fdjsVhCP/n5pyYOUdB/ZFnmnvf38e5XtaiVCp64chKTC/qW/BMIBALB8RNO0MQrZAA0yUdvNMXqr9Edb4edIw+9jrO0DuveMuyHqoFAwn3jii0c/ONzWPeWx3WstNMnhbqvN6/ZEfccJK+PptUBQzh11hjUMSp9QZfYeu9zSv76CtUvrcJV1xJ1vP1wDYfue4H69z6n/v0vAGhavZ265Rs4+MfnsR2ojHlOY0EmxiE5AFS9sCJqtSyFQkHagomBc++vCF1fLBLHBiJirHtiixmFSok+J3BDu7OqMcboAPGKGdPQgFdIcnujHlvVVdIaoGX9Lnz2zrjmcbzIsoy7uSPqGPuhag7/9RU8je1UvbgyrGiVZRlXQyDPRJeZEvFYydNGgFKB1Omm46sjYcdIXl8gzPI48NmcHHnsTTyN7XhaOnA3tvd4XJeWhLEwGyDUR6k3avWpzWfut5h58803mTWrryt35syZvPHGG/06liRJTJo0ifvuu4+JEydy0003ceONN/Lkk0+GHgdYunQpP/3pT5kwYQK/+tWvOO+880JjenPXXXfR0dER+qmqCq8iBV8//rHmMM9+Xg7Ag5eMZ/7w6KU1BQKBQHB8dBc0LS0tcQsZCITiKLpCaTxt8VVIcze3c/jB13DVNoNSyaBrzyFhZAEA2rRElDpNoBnjP9+m+uXVMT0YapOetHkTAGj6dAf+zvg8RK1f7MVndYJSSfqiyTHHd1Y3UfLAyzR+tBkkGW2apW9Dyy4kj4/aN9dx5OHX8DS1o1ApQwnhCpUShVqFt9VK6WNvUv3SqqhzViiVFFx3DiqTHr/TTeWzH0X1WiRPGU7KzDEA1L2zEWd5fcxrSxw7BAB3XWsglyMGhq6y1/32zMTIb9GmJIaqgtkPR6+OmzZ/AkqDDsntpWn19rBj6t7ZQNVLq2j6dAf2Q1XHJHp89k7atx2k6sWV7P9//+HAb/8b8bXeunkfpX9/E7/TjdpsoPDWZWHDFH1WB1LXmuuzIosZTaKJxDEBodnaVdq8N7VvrGP/3f+m4pmPaP7sK1y1zXF55EJzcbo48ve3cNe1olApGfzDJZiH5fUZl9zVw6hj52Ekjzfu458s+i2lWlpaelQyC5KYmEhzc3O/jpWdnc2oUaN6bBs5ciRvvvkmAGlpaajV6rBjNmzYEPaYOp0u7rrUgq8PL26u4MGVhwD43ZJRLJ0QPW5XIBAIBANDQkICHo8HlysQphWPkIFgn4oEPE3teOMQM521zZT+/S18HQ4UGhWDb1wSMtYAUmeNxTwsn8rnPsF5pJaW9buwHahg0NVnYyrKiXjc9IWTaF67A6nTTfOnO3p0VA+H7JdoWrkVCNz9DjY8DD/WT+OKrTR8uClglCsCJXuzlswMW7bXUVpL1XMrAh3bCRj++VedGWr8mX76JBJGDabq+RU4y+po2bAb675y8q84IyTqeqNJMjPo6rMoe+IdHIdraPhoM1nnnRZxzjkXz8dxpBZ3QysV//2QYXddEbW6lnFwFiqzAb+9E+vuMtK7vDuRCF5LZ3W8npmA6IunuIC5OJe2L604DldDFJGpMuhIXzCBhg8307xuJ+lnTO6TJN++vQRPU3uPbWqLCX1OGoacVPQ5aehz09BnpYbytiSvD2dpHbYDFdj2V9JZ1QC9tIH9YBUpM47apbIs0/DBJho+PNpgtfBHy9Cl9bWVAdz1gdcGikA58mikzBiNdVcp9gMVeFptfXo0OY7U4G23077lAO1bAl4TlUmPqSgHU1Eu5qF5GPLTwxbH8He6KfvH27iqm0CpoOCGxSSOLuwzDiBp8jBqXl+L5PLQsauU5AgNZE8V/RYzxcXFfPzxx9x22209tn/00UcMGTKkX8eaNWsWBw8e7LHt0KFDFBR03aXRapk6dWrUMYJvPh/uruM3ywN13W8/vZjrZoV/MwkEAoFg4PF4PD1KoDocjrgTebUpATETyzPjKKuj7J9v43e6URp0FN6yNGyyuS49ieKfXkzTqm3Uv/8FnqYODj/0GhlnTCFz8YywAkJtNpA6dzxNK7fStGY7aQsmRjXe27cdxNNiBUWgsWIkXLXNVD73CZ2VAaNdm57EoKvPCiusJK+P+vc+D3gJZBmUSjLPnU7mWVP7GJL6rBSK/+8SmtbsoP69jXhbbZT+/S1SZo0h58K5YeeeOHYIaQsm0vzpDho+2ox5WH7YO+gAKp2GghvOpeSBl/E0d1D9yhoGXXt2xLwghVJJ4ujBtG3ej3V3aWwx0+WZ8XU48NqcaGKE6IU8SXEIZNPQXNq+3I/jcA2yJEct5Z22YBJNa3aEQgy7CzxZlkmeMpzO6iZctc2B9e6as73DgX3/0b5CCrWKghvPo+Wzr3CUVCN5euanKNQqTMW5JIwYhHlkAYbc9NBjktdH9YsrQ+FX5mH5FNx0XtTqY66ufJl4Kp8lji1EbTbgs3fStnkfmedM7/F4/jVn4yipxnG4BsfhGnz2TvwOF9ZdpVh3BcIGlVo1xsJsBv/w/JCnyO/2Uvb48oDnTqFg0LXnYJlQHHEearOBhFEF2PaU0b7lwDdfzNx5553cdtttNDU1cfrppwOwevVqHnzwQR555JF+HeunP/0pM2fO5L777uOSSy7hyy+/5Omnn+bpp58Ojfn5z3/OpZdeyty5c1mwYAEff/wx7733HmvXru3v1AVfQzYebuYnr+xEluHy6YO484xhp3pKAoFA8J2hd46Mw+HoVx+aYN6MN0ouh21/BeVPvYvk8aFOMDLktgtCBnE4FEolGWdOJWHUYCr/9zGummYaV2zBureMQdecHfIMdCd90WSa1+7E73TTvO6riJW/ZEmmccUWACwTisOG+ciSFBJTwVCytPkTyF42O6zx6Syvp/K5T0JJ3frcNAZdfVbsa1w0mcSxhQEvTWkdrRv3YNtbTt6VZ5A4anCffbKXzcZxuIbOqkYqn/2IYb++MmLVLUNeOtkXzKH29bW0bzlAwshBpMyI3M0+cewQ2jbvx1FSHbNPiiE3DRQKkGU6qxrRhJlrd4JiJp4yyubigEDzO9246loC54pAIMRwPI2fbKH50x2kL5x0NJxPoSBryczQWL/Lg6uuBVdtM66aZly1LXTWNuO3d6JNtSB1urF1y9PS56WTMGIQCSMKMBXnhq2453O4KH/qXRxdIXHJM0aRd/mimNfpbuhK/o8SYhZEoVKRNG0EzWt20LppHxm9mrIa8zMw5meQfvqkQE5PY1tA2JTU4DhSg6fFiuTx4W5oQ6kLvHYlj4/yJ9/BcaQWgPyrzohLnCRPGxlo8Lm3HJ+982vV9LXfYub666/H7Xbzpz/9iXvvvReAwYMH88QTT3D11Vf361hTp07l7bff5q677uKee+6hsLCQRx55hCuuuCI05oILLuDJJ5/k/vvv54477mD48OG8+eabzJ4dubyf4JvBrup2bnpuKx6/xDljsrh36Zh+VZQRCAQCwbETLtm/v401Q2ImgmemffshKp8J5HloUhIpuuNCdBnxFXYx5KUz9BeX0fDhJhpXbMVV00zJAy8z8p7rQ83+QvNIMJI2dxxNq7fTtHobafMnhM1XsO4pxVUbSNzPOCu84Gn8ZAv1730OBJoh5l91VkQviLfdzuEHXw0Y7EoFmWdNI+Oc6XH3P9FnplB85yU0f7qTunc34G23U/aPtxl291V9DHmlRk3B9edy6M8v4m23U/XCCgb/8PyI35tp8ydgP1CJdXcpNa9+iqkwJ2JYU8LIAlAqkf0Stv0VJE2KfGNRqdWgy0rGXddKZ1VjWOHVnZBnJo4wM21GEupEIz6rE8fhmqhiBgIhf81rd+LvdNO8dmcfz0UQlV6LqTAbU1ciO3T1TrE58dk6UScYSJ4+koSRBZhHDIpZ7tnd1E7ZP5eHwgmzlszsIzQiEfTMREv+707KjNE0r9mBp6kdx5HaiOWzFQoF+swU9JkppM4aCwRy2RyHa5C8PhQKBZLXR/m/3sN+MJBPnvv906OK3O5Yxg1BqdMgub20bz9E2tzxoceCOe6nin4XAAC45ZZbqK6upqGhAavVSmlpab+FTJDzzjuP3bt343K52L9/PzfeeGOfMddffz0lJSV0dnayc+dOli5dekznEnx9KG2yc+0zW3B4/MwsSuWR709AFcWdLBAIBIKBI1rVsmhlm3uj7RIzkcLMrHvLkf0SuuwUhv7s0riFTBClRk320tkU33kx2nQLqXPG9REyQdIXTUGhUeF3uGhZv6vP47Is0/hJwCtjHlnQo8dGd9LmjUeTZCZ1zjiG3X1VRCEDgXyWtAUT0WenMvQXlwVyafrZyFGhVJK+cBLD774KU1EOyTNGRTTidZnJ5F66AADrrlJa1n0V+bgKBflXnYnaYkJye6n474cRS/yqDDrMXdXErHvKYs7ZkBd/EYD+5MwoFApMXca643B1zPFqs4HUOeOAQF+WeEteB8+lSTRhyE1Dk2hi0DVnkzxtZFx9axRKBf5ONwq1ikHXnUPmOdPjvhkb8uDF4ZmBgKgPevnaIhQCiIQ2OYHkqSNI7SoKYd1TFvJA5Vw0r4cgiYVSqwmForV9ub/HYx6PB6/31BUGOCYxEyQ9PR2zOfyHikAQifoOF1f950taHR7G5Cby1FWT0Q1wF1+BQCAQhCee8svxCpqQZ6bdjhzm7mz+5YvIOGsqxT+9JKIIiQdTUS7D7rqS7KWRozI0FhOpswOGbceOkj4laz2N7XRWNgCQeVbkXBmVUc/w31xF3mUL42qambVkJkN/dXlEcRQvuoxkin56CXnfPz3quOTpo0iaOgJtmgXj4KyoY9VmAwXXnYNCpcQyoTiqoAhWNbPtKQu7lt0JVTSLowjA0dLM8X3PB0PN7Idr4io7nL5ockDEOl3Y4yh3PRBoUy0U3rKUIXd8j+SpI+Lez+/yhPq46LLiF/YppwW8J+3bDx1XNbGkiUPJuWgeWefPCpW37g/JUwNVzZyldT0q3ykUCtra2vB44heTA8kxFYZ+4403eO2116isrOwz8e3bw5fIEwgA2p0erv7vZmraOylMM/HsddNI0EdPgBMIBALBwNCfPjK9Q87CVQrVpSeRMGowmmQzksfXx/hXqJRRBUh/iEdYZJwxBX1uGinTR/a5U67LTGbEPdfTsf0QpqGRvS0QEDTxEq4owbGiUCpQxEgKVygUgY7wshw1tyWIeVg+I+65PuRFi0TiuCGBsLGxQ/pU8OqNqSgHy/hiDIMykGU5qlcicVQBfqcbbXJ8YtY8PB/LpGEBT5EkQQwRpEk0kX/FGRjyM9Bnp8Z1joEglpAMh+zzk7ZgIu6GVvRZ8c81aeoI3I1tJM8YheI4X2/HImKCmIfnkzp7LInji3q8nrRaLX6/n+bmZtLS0tBqY79X48Hni69ZaL89M4899hjXXXcdmZmZ7Nixg2nTppGamkppaSnnnHNOvycq+O7g9Pi4/tktHGqwk5mo47nrp5FmFmW0BQKB4GTQHyETpLuHxuFw9HnccaQmEG6jUsUlNuIhavf3KDgrG6h87hP89s5AgnoYtMkJpC+cfMrzM/vb86Rj52Eq/vMBDR9/CQSEXSQh46profatz6h6cWVoWywhA+CqbcHvdOOzd0b14MiSRM0ra/A5OkkcOyTmc6lJTsDncOEoi97zprOqkYpnPqLm9bUM/sFi0uZNiOjNcTe3U/P6WnzOQDnx5GkjIwoZyefHujt2Q9CTgdpsIPfi+Qy57ULUZgP2g1UhT00knOX1lP3zbXwOF4a89FP62lWolJiKc/u8fhUKBcnJyWg0GpqbmwfEQ+PxeOjoiN6kNEi/xczjjz/O008/zd///ne0Wi2/+MUvWLlyJXfccUfcJxV89/D6JW59cTvbK9tJ1Kt57vrp5KfE7rgsEAgEguPnWIRMkKCgsdvtfe6Uups7cJbVBZpgDgBtWw9y6P4X8Nmc/d7Xtq8C+4FKWjbsRtGP65N8flq/2HvcndTjpWPn/2fvvMPjKs+8fZ/p0oxGvXfJsuXebVwwBgy2aTbFBEINpAcSkv2yG7JJNskmELLZJGRTCBAghN5sig24gI2Ne+9W771M1/Tz/XE0Y8maasumnfu6dEmaec+Zd86MRu/vfZ7n99Rw4mdPYdpfFfMx9vp2TPuqMB+siTrW1dlP98Z99O04HnMTUZDqKSxH6jDvr444zu/2MtDcJdknh2kcOhRnex+O+vagPXL483ow7TmJ7WQTXrsz/DiPl6qHX6DnwwMha6OG4u6zUvXwc9T/7c2ojTgvNF7bAA1PvsPJX/4TyxAntTNxdvTiaOjAdqop5Pva1W0KGhGcb/xeH+1rttH8z/fpeGfHsPsEQSA9PX1UBE3g80oZY2pi3GKmqamJ+fMlu7uEhIRgLu0dd9zBiy++GO/pZL4A+P0iP3z1EJtPdaNTK3j6K7MZlxNbDwMZGRkZmXPjXIRMgKSkJAwGw4gi30Anc2XiuUfZPWY7zf9aj7Otl7q/romrmBvAdkqqlzBUFsX1mHWPvkbzv9bT88HZpcm7e2PfyBVFkZ7NB/E73TQ/+z4DLdEL6AEMg2lxA81dUQWKYVyhFFnx+7HGUUMS6/Xzu06/LgG734jjB00HFOrIC1NdfiYMBh0i1eIo1KpgDUnP5oNhTQ1AqqNSqKS0rJbnN0Yc2/n+bro/2B9xzGjSvnorvkHRllAQ3rXN1S29v7SZKSPuk9zJ3qHqNy/EJY7PFtPek1IkSRBIG3RMG4pCoThnQTP088poDN/QdtjjxvsgOTk59PVJTgxFRUXs3Cl1PK2vr79guxoynx1EUeS/1x5nzcE2lAqBv902k5nFsTl4yMjIyMicG6MhZALo9XrU6uGLV59jUMzo4hczHrMd88EaOt/dBUgLz+KvLAdBYKCxk4bH38Yfw84/SNGCQN+MpHGFMR3jaOig+pEXgsf5BmJbeIl+EXevOdi35MRPn6L6f16i56NDwbSncAiCQPG9V6FOS5L6ffz9rZhSzvTlecHeLva6tohjlQnaoCOYNQZnMgB3rwX34KLZEOX6+V2nF/uxiBkxIGZC9GoZilKnQTO4YI/mkpZ56XRQCHjNdkx7T4UdJygVFNy2BBQCrs6+YI+hM/GYbHSu20nba1s4+YtnpEjdebQbttW00jfoTJZ73QLUyeHridyDURdNCDHj7jHjtTrwO900PrmWlpc/PG9iTPSLdG/YB0DKzLFoM5JDjjsXQXO2n1dxVxFddtllvPXWW0yfPp2vfOUrfP/73+e1115j79693HDDDfGeTuZzzl831/L0xw0A/G7VFC6tDN9ETEZGRkZm9BhNIRNApRq+bPA5Y4vM+L0+nC3d2OvbcdS3Y69rx9N3Ou0obf4k1Ml6kqeNoeDWy2h5YRO2k000P/s+RXcvj9gJHsBe1xZMeTKMjS5m+nYco+XFTYheHwqtmsI7l5IyvWL4nD1eKYWnow9nR9/p7539iB4v+oqCoG2zY/B5tb22BeOUMtLmTiBpQknI2hNVUiIl37iOmt+9jLvXQuM/1lJ23w0R61SUCVoSCrMYaOrEVt2CcWJpxOdnnFSK7VQzlmP1UQv0AayDURmFThPVlW14ZCZ6nVRgcS2ooi85EwqyJNe55sguaZp0IykzxmLae4rujfukwvgwzzGxKJvMy2bQvXEfXe/vIWXG2JH1NUoFaRdNpPfjI3j6rDT/az1dG/aSc+18yQXujHOLPj9eqwOPxY7XbMdjceC12KXfLXY8Zjtei4OEgkxKvn7tGcf6aH1pk/R8i7JIXzQl4nN1dZuA0JEZXW46Yx+8jaan38V2qpneLQdx1LdT/NWrR4gNe20blmP10t+SQiE9J4Uw+F0h3S4ICAoF+vK8Ec1prcfqcbZLPZoyl8yMOOeAoOnt7Y3ZFOBcPq/iFjOPP/54sDnOd77zHdLT09m+fTvXXXcd3/jGN+I9ncznmBd3N/E/70s7Jj+9ZgLXT4/sHiMjIyMjMzp4vV5MJtOoCplQBCMzIYrRraeasB5rkBb6TZ2InpFRFkGlJKEwC699AHWy1N8jfeEUvBYHHe/swLT3FKqkRPJuuiTigjyQIqUryESVFL4eU/T5aHv9I3o2HwSk3e7Sb1yLLk9K8/E53TQ9/S7Ojj7cPWaIkHHi7jaR/b0b0Zfn0b/zOOaDNfjdXsz7qzHvr0ZlTCR1diWpcyeMWBgmFmZRePsVwUVo2xsfkb9qcdjHAinVbKCpE3tV9P4rSRNL4fWP8FocDDR3RRUoAUtjw9iCqP1gfK7TqYbRoi0Qe2QGIKEwE/P+KpwxpN9lLpmJae8pnO29WI83RBR42VfPw3ygGnevhZYXNlL+/ZuHCWR1UiIFt15O5uUz6XhnO6a9p3B19NH4xDskFGeTu2IhSYPpd+4+Cyd++o+ojm8Q+u+i+4MDUuNWAQpuvTxifZcoisE0s1CRGZDc3Mruv4HOdbvofHcnA02dVD/8PIV3LiV5anlwnKOhg65BA4lo5N14yYj3bNeGvYCUhhiLDXk8guZcN15iEjM33HADzzzzDEajkeeee44vfelLwd2ZW265hVtuuSWuB5X5/PPe0Xb+c/URAL69uJx7F0beRZKRkZH5LPHwww/zxhtvcPLkSRISEpg/fz6PPPII48aNi3jcq6++yk9/+lMaGhqoqKjgkUce4aqrrgreL4oi//Vf/8UTTzyByWRiwYIF/O1vf6OioiLCWYcjCAJmsxmdTndehQwQrN9QhFi0mfacom/70WG3qVOTSCzNRV+WS2JpLgkFmSGtjbOWz8VjddC75RA9Hx5AlZRI9rI5YecR6GgeKcXMa3XQ8ORa7NWSGEiaUELRPctRDbFhVmjV2Kqa8Q9dsGvVaLNT0eWkoc1JD/6syUxBUChIqiwmqbIYn9ON+UA1fTuPY69uwWtx0L1pP92b9qMryKTkq9egzUoJnjd1diUDLd10b9hLz4cHSCjMjNiNXV+RT/emfTiaOvE53RHd47TZqWjSjbh7LViPNURcfIqiiK1Kun6GcdHrjYJ9ThQKhBh6xJ2umYktMgPg7OzD7/ZGFECJRdkYxhViO9VM98Z9EcWMUqsm/9bLqf/zauy1bfRtPxLsSTQUbVYKxfdcRdYVs2h/azvWY/UMNHZS96fXMYwrJHfFQnT5GcOEjKBSojImojbqURn1qI2J0vdkPZr04dERd5+FzrVS4Xz6xVNJLI5s7+yzO4N1aUPfO2ciKBTkXDMPfXkeTU+/K5kL/P0tMi+fSe7KBQhKJepUg2RJLopSWYhflFLp/IHf/cHblfrhf8/2+nbsgwYKWVfMijjnocQiaEYjghyTmHnnnXew2+0YjUa+8pWvsGzZMrKy5HQhmdBsr+3huy8exC/CLbML+eHSyP/cZWRkZD5rbNmyhe985zvMnj0br9fLj3/8Y6688kqOHz+OXh+6g/j27du59dZbefjhh7nmmmt44YUXWLlyJfv372fSJKlD929/+1v+9Kc/8c9//pPS0lJ++tOfsnTpUo4fP45OF1vvE61Wi1KpPO9CBk7XmYTagdZX5ONs7w0KF31ZXsyNMwVBIH/VYrzWAcz7q+h462NUSYmkL5g0cg4OJ45GqRlmuOJ1R5NUg+Ppk0yLsq6cTc5180fsiguCQNbSOSg0KnQ56WhzUlGnJEVNcwOp5iNt3kTS5k3E3Wumf/dJ+nYex91twtNrQR2iz0ruigU4W3uwHm+g5YVN6HLSw/YvMYzJlwrk/SKOunaSJhSHnYsgCCRNKqN3y0EsR+vJXj437Fhney9ei+QelxSDeUJA6Cm16phsgv3uwTSzWMRM4WA0wC/ibOuJ2sslc8lMbKeasZ1qxtHUGVG0GSeUkDK7EtOek7St3oZxclnYWpWEwizKvrMSW00L7W9+jKO2DdupZqp/9zITfnUv5Q/chCpJEi3KRG3Mdsmtr27G7/aiMiaSe938qOMDKWZA2BqVoSSNL2bsj2+n8al12Gta6d60D3tdG8X3Xk3KjLGkzBgb0zzPpHu9FJXRFWTGZbABkQXNaKXCxiRmKisrefDBB7n00ksRRZFXXnklrMPAnXfeeVYTkfl8cLTVzNef3Yfb52fpxGx+tXLSJ+7nLyMjIzPavPfee8N+f+aZZ8jKymLfvn0sWrQo5DGPPvooy5Yt44c//CEA//3f/82GDRv485//zGOPPYYoivzxj3/kJz/5CStWrADg2WefJTs7mzVr1sScBeH3+zEajeddyMDpyEyompm0uRNImzvhrM8tKBQU3bWUevsAtlPNtLywEVVSAslTyoeNs1W3SulgCgX68vyQ5+reuA9PnxWFRiXVx0RY1EWKAMWKJj2Z7OVzyVo2B0ddO+4+S8jIhKBQUHTPcqofeRF3t4n6v7/F2B99OeQiW5moQ5efibOlG1t1S0QxA2CcVCLVUDS047UNoDIkhBwXSDFTJevR5kQ36AnUzMRS/A/xpZmpjXpUyXq8ZruUHhdFzCRNKEGXl46zrZfuTfslA4kI5N90CdbjDfjsTlpf2UzJ166JON4wpoAxP7gZ69F62t/6mMSSHNQphphF+VAsR+qwHKoFpDSuWBqzurtMACgNCTE3clWnGCj/3k10vL2drvV7cDS04+zoRZN2di6yzs4+zIclS/CsK2ad1ZoulKABRq2mLyYx89hjj/GDH/yAtWvXIggCP/nJT0I+GUEQZDHzBaa+x85dT+3G5vJyUVkaj94yHVWU3FsZGRmZzwOBPmtpaeEXgzt27OAHP/jBsNuWLl3KmjVrAMkVtKOjgyVLlgTvT05OZu7cuezYsSOkmHG5XLhcp616LRYLbrf7gggZ0S/iDxgAJIxOw8wzUahVlHz9Wmr/+Boeix1NiN3pQL2MvjQnbOpVwa2X43O6yb1uwYhagPOJIAjoy/MkN7IwqBJ1lH7zOqp/+yL4/Hj6bWEjBoaKAknM1ESvmzFUFCKoVYgeL9bjDaTOGR9yXCBFzzC2MLZIy2BkJlYxE0+aGUBCQSZWsz0m22pBEMi8fCbN/1qPad8pclcsQJMW3s5XlZRI3o2X0Pzs+5gPVDPQ0h31/SAIAsbJZSRNLD2dYhcnoijS/tbHgOQWlzIrtoyVSMX/kRCUCnJXLkRfnoezvRfjhJK4jh9K98Z9III6zXjWkR0YLmi6u6XXVqPRjEoEOaZ31vz584MWzAqFgqqqKjnNTGYYnRYnd/xjF712NxPzjDxx5yx0UTzlZWRkZD4P+P1+HnjgARYsWBBMFwtFR0cH2dnD02Cys7Pp6OgI3h+4LdyYM3n44Yf5xS9+Mey2C2XG43e5g7UD4brRjwbKBC2l31mJ6PGhSR+5UPV7vAgqZcR6D2WClrJvrzxvczxXdLnplHzjOrRZKREX44aKAno2H0D0+hD9YsT0N4VGhWFcIQONncNqgM5E9PtBIcSUYgbxiRlRFIPGD0KMa4KEgiysxxpibpyaMmscXe/vIWliCUIMTRZT547HUd9OyuzKuIStoBAi1ilFPFYQKPvO9bSt3kr2VXNjjm54zDYAtJnRU8xCYZxchnFy2VkdO/QczrZeUmaNi2oOEQ2FQoHRaKSnR2qyO1oR5LjdzOrr68nMvHC7GjKffswOD3f+Yzct/QOUpCfyzFfmkKSLbcdGRkZG5rPOd77zHY4ePcq2bdsu+GM/+OCDw6I9FouFX//61xfksRU6DZN+9y18A2489gH8Xh+KGArCY8FjsuHs6AsusNXG0HVIAIW3XUH+qktxdfVjPlyLvjwflT62lJxPGkdjB86OPrQZyTGJicSyXApuu4LkKeUx1fEU3bkUZaIu4tiy71wvpQvGuKjMuHQ6qXMnRHR6G8rER76B3+NFZQjvMhfAXt+OKkVP6X0rMU6IbhzkbO9loKmLgjuuwBAmxTCA6PPTt/0o6hQDuSsXnlcBHgp1iiFqGtyZFN52BbnXXzzYR6mVxLK8iELIXtuGq9uEJiNZqrEaBZKnlEuCaBR6Sbrdbnp7e4P9qnp7e2OybY5G3HKouLhYroGQCTLg9nHvP/dwqtNKZpKWf907l8ykC/sBISMjI/NJcd999/HOO+/w4YcfUlAQ2X4+JyeHzs7OYbd1dnaSk5MTvD9wW7gxZ6LVajEajcO+tFotXu/572IuCALKRB3qFD0Nf3uTEz95EuuJxnM+b//eUxz/8RM0PvkOoi+2ppkKjQrbqWYaHnuLqoefP+c5xEuszT3PxLSviuZ/vk/H2p0xjXc0dNDy3AaO//iJmFKeVIaEoJCJ1JxTmaBFORhp8bk89Gw5GLYRukKtQp2sD9aNiKKIJ0wURRAEVEmJaNKMwZqZSPPo+WA/bS9/iPlATdTnBlIdStM/36P1xQ+ijvVY7LS8uIn6v70pdbEPwUBzF50x2hdfKFSJOtxdJmr+9xVO/uKZiI1Ze7cepvnZ90e4CJ4rwmD/mQC+ARe9246EfY+EYmixf0ZGBhkZGWfVWDMUckGDzFnj8fn5zgv72dvYT5JOxbP3zKEwLfrOi4yMjMxnHVEUue+++1i9ejUffPABpaXRd5HnzZvHpk2bht22YcMG5s2bB0BpaSk5OTnDxlgsFnbt2hUcEwt+vx+z2XzOC4RYMR2owWu247UORLSPjRV9mVRf4nO4sNdE7nY/FNug5bJhTPj6lHD4PV5cPaa4jwOwHKvn1C//iaOpM/rgM/DZpYVpuOL8MwkU6ycUZ6PQxJ4B0fPRIU787CkcDaHTFQP4vT4an3iH1pc/pOWFjVEXq1IDyA+oeui5sAJh2PxPNXPy50/Tu/VwyPsVg2lcfmds7133oDtdqPTDMxk6v1AF/AMt3dT8/hU63vqY3m2h5xfA7/Fir4v9vRkL4mAPx1D0bZdaXagSdcOsxM8kYJUtnqW4jgW/20P9396k5YWNtK/eGtMxoVzLAjU0oyFoZDEjc1b4/SL/8dphPjjZhVal4Km7ZzM+N/qHiYyMjMznge985zs899xzvPDCCyQlJdHR0UFHRwcDA6d3ne+8804efPDB4O/f+973eO+99/jf//1fTp48yc9//nP27t3LfffdB0i7nw888AC/+tWveOuttzhy5Ah33nkneXl5rFy5Mua5ud1ulErlqOx4xkLPloOAlFt/Zl+Ns0GTlkRCkVSXaz4U2w696Bex10p9MPQVsTdo9nu8dH94gBM/e4rGJ9bGtdMcOL7l+Y24e8zU/O5lej+Ob0fca5feL0p9bGLGOmh2kBRDPxiQxEbLSx/Q+tIH+J1uOt7ZEX6s30/zP9/DerwBkArxI2XieB1O6v68mt6th/Ga7fR8dCjiXHq3Hab2/97A53DRsW7nsOabARRaScz4nLEV2rv7LIBUnB6NgJhR6DQhU8x0eenB907LSx9iHRSOoejdepia371M3V/XxGRUEA7R78d8qJbaP71O6yubQ47xOpyYDlQDkDY/fE0eEKxpEX3hhdG54Pf6aHhibbDnjC43PeoxkeyXR0vQxF0zIyMjiiIPrTvBGwdaUSoE/nrbDGaXRLdzlJGRkfm88Le//Q2AxYsXD7v96aef5u677wagqalp2D/u+fPn88ILL/CTn/yEH//4x1RUVLBmzZphpgH//u//jt1u5+tf/zomk4mFCxfy3nvvxdxjJoDRaGRgYCBq5+1zxdHchaNW2qHOWDxt2H39e08x0NiBOjUJdWoSmsHvqqTEqPUeyVPHMNDUhflwLXmrFkdNb3e29wajHIYx0cWM3+2l9+MjdK3fg9dsB8BrHcDZ2oPlSB0KjRpVsh71YPNDVbI+ZPG3Qq2i9NsraXjibdzdZlqe34Cjro38L10WkxWxNxCZiaHGx2O24Wrvk55jZfjmoMFzO5w0PvFO0K3MOKWcoruXhRwriiItL32AaV8VADnXzifjkmlhz+3q6qf+r2/i6uoHIGvZHHKuCd03RfT5aXvjI3o+PABIoqH0WyuCaW1DUQYjM64R94XCMyhmYrEd9vRLUZxwTnGCQkHxPVdR87uXcbb10PDEO1T88BZ0IeyqrSckoWM9Wo/1aD0ps8aRc808tFmpMc3baxugb/tRej46HHwOjvp2clcsGCG0THtOInp8KLTqqC5okcSMs7MPR107Sr0OZaIOlV4X/DmWWjfR76f52fexHqsHIO+mS0ibN5G+vr6wx8TSRyaWxprRiFvMXHbZZbzxxhukpKQMu91isbBy5Uo++CB63qLMZ5vHttTx5DbpzfzbG6dw+fjwTapkZGRkPo/EsoO/efPmEbetWrWKVatWhT1GEAR++ctf8stf/vJcpjcqC4RQnPm8ezcfBECbk4Zh3PAFtvVoPf27T4w4h6BSSr06UpPQpErf0xZMHtYU0Di1nI63t+PpszLQ0k1iYWQHVfugVbHKmIgmQqpbKBGDQkHa/IlkL52NOtVI1W9egBApPwqtOtjZXWXUo81MJnfFQhIKMhn7H1+m6dn3sRyuo2/HMQZauin+2jVRGx36ButHYkkzs52URIlCoyKxJDfiWGdnH/V/ezPYpyRr6Wxyrl0QVkR2vPkxfdukVKaMy2aQFaHXjq2qmYbH38bncCGolBTedgWpc0PbPvsGXDQ+tQ7rsQYAjJNKKbrnqrCuYIE0s1BRmzMRRfGs0sxCNS8NoNRpKP32Cqp/+yJei4P6v62h4oe3jnh9Sr+9AvPBGjre2o6rsw/T3lOY9leRNn8SOVddFLYPjaO5i97NB+nfezLo8gZgGF9M5uJpIxziRFEMRvtSZoyN6qYWSczYTjbT+nLoNbpCq0apT5AETqKW9IunDLNhFkWR1pc+wLT3FADZV19E5mUzIs4lnoaY5/p5FbeY2bx5c8gwkNPpZOvW2HLnZD67vLyniUfeOwnAf141nhtnxh7Ol5GRkZG5cIy2oBFFcdj/f69tgP690v+DjEumjYie6PIzMFQW4em34TFZg5a+oteHu8eMu8fMoJwgeeoYGLLw1+Wmo8lMxt1txnKoJqqYCdTL6McUhIzi+N1eercdlkTMYLd7Qakgbd5EspbOCS6GfU43hrEFeC12PGZ7MNoDkiWxu9uEe7D3hyYrhdwVCwGpoWXJ16+ja8MeOt7azkBzF9W/eZ6iu5djnBS+nioQmVHGEJkJpJjpKwoi7qRbjzfS8I+1+AcGxcbtV4TtMQPQtX4PXev3AJB60QTyblgUNhLW+/ERWl78APx+VIYESr5xbdhGpa4eE/V/ezMYTcpcMpPclQuHFZKfiTKOmhnfgCs4LpKddYCgmInS8FKTZqTkG9dR+8dXcXebaXj8bcruv2FYnxxBEEiZXkHylHL6d5+gY+0OPH1W+rYdoX/XcTIWTSNr6WxUhgT8Xh/mgzX0bDkYjGKCJNzSLppA+iVT0WWHzm4ZaO7COZjGlrYgcooZAEExM7JmRlAKqFMM+BxO/O7hBiF+lwe/yxOMEiVPHTPs/o43P6Y3IHYvnU72VRdFnEY8QiZAuMaasRCzmDl8+HQx1PHjx4d53vt8Pt577z3y80fHBk7m08n7xzp48A3pzfzNS8r52qJz8y6XkZGRkTm/jJag8fv99Pf3D1uU9G0/KqW/6DQhd+azrphF1hWzAEkI+QZcePqsePqtuPul755+K+4+K+ozdtYFQSB5yhi6N+3DfLgubApT4NyBHH5Dxch1iLOzj9o/vDpcxMyfRNbS2SMWwUqdhvLv3nj6eXu8eK0OPGY7XrMkcDwW6eczBYigEMheOofE4hyanlqH1zZA/V/XkL18LtlXXzRiES/6xZgNAERRPN3cMky9jCiK9Gw+SNvrW8AvojImUvKN69CXho/i9G47QvsayVLcOLWcwtuuCBm9Ef1+2ldvpXvTfkASm6XfXhG2RspW3SJFb+xOBKWC/FsvJz1KvQfEZwDg6bUEf1bHkmYWo5gB0JfmUnTnUhr/sQ57TSstL26i8I4rR4i8gCBOmTWO3m1H6HpvN16rg+5N++j9+AgFX7oMV3c/net2BY/R5qSRcck0UueOjxpp6RuMymhz0kiM8Dqens+gAUCIyEz6wimkL5wCSO9rn92J1+HEZ5e+vHYnvsHfE4pPZ9yMELs3XhIx7fNshEyAMz+vDIborxXEIWamTZN2XQRB4LLLLhtxf0JCAv/3f/8X84RlPlvsqO3l/hcP4Bfh5lkF/Mey2LrXysjIyMh8spyroPH7/fT29uL1eoOLC9Hvp+cjaZMz7aIJ0dNfBCHoxBRro0Lj1HK6N+3D2dKNq8ccNmXL1dUfFCqhiv+1GSkodVp8dmdYERMOhVqFJs0Y83iApMoiKh68jcYn1+Kob6fz3V34nG7yVy0eNs434Ar27ogWmXF3mYI1H+H60XS8vZ2uQVthXUEmpd9cEbGWxLS/ipYXNwJSV/rie64K2xSx8al1mPdLRehJE0sovueqsH1aLEfrafj7W4g+P0q9jpKvXYthbGxZHEF76BjETCDFTFArUSVFd1KNR8wApMwch6vLRMfb2+nfeRxtdirZS0On3ynUKjIvnU7avIn0fHiAro378A+4UKcbSSzPo/O9PRgnlZKxeBqGcYUxtTjxuz3075Ein+kLJsV0jBAhMnPmfBUphqjXonfr4aDYTZ46JqzYDXAuQiY4tyGfV2azOaZjYhYz9fX1iKJIWVkZu3fvHtY4U6PRkJWVhTKGzqsynz2Otpr52rN7cXv9XDEhm4eunyz3GpKRkZH5DHG2giYgZDweD6mpqfgGF0mWI/XBlJRIheLngr4sF5UhAa9tAMvh2rA5+vZqKSqj1OvQ5Yx0VxKUCgrvWoo62RBTofhooElNovz7q2h7/SNMu0+Qcem0EWN89tPOd9EiM4EUM6UhAV1e6PSb5KnldG/aj3FiCYV3LQtZYB9AFEV6PzoMomTzXPKN64alUY089xjM+6vJuGw6edcvitgJPrEkB3WaEUGpoPRbK9BmpkR8bkNRJEjvSdHrQ/T5gpGGULh7pYWuJtUYdU0iimLcYgYkYwNXZx/9u0/SuW4naXMnRDxeqdOQvXwu6YumYj5UE2xcOfHhr8UkuIZi2l+N3+lGUCoipgkOZTTdzESfn96PpWwcQ2URRfcsj/i6ezwezGbzOQmZAIHPq6FZYJGIWcwUFxcD0gebzBeHhh47dz+9G5vLy5zSNP7v1umoIryZZWRkZGQ+ncQraIYKmUD+ekDM2KqllKekCcVos2NzcIoXQaHAOLmMvh3HMB+KIGZqAvUy+WF3jSOlWp0vFColBV+6lOxls0M6aA1tHhnNmjnQX8YwtjDsc0wszpHct/IyorrFCYJAybdW0L5mKzlXz4saWUudXYk2O5XEouiGPypDAmX3X49KnxA2ehMOpfb0PHxODyp9BDEzGJmJJcXMZ3cGe6+oU2MXtIIgUHDbFfhdXjKXzIhZCKn0umFpdfEKGSDoGmacWh7z8ZHSzOJFUCoo/95NdLy9nZzrFkQUu36/H4vFglarPWchE0ChUGA0xhYRPStr5urqaj788EO6urpGiJuf/exnZ3NKmU8hoijy9X/tpcfmZnyukSfvmoVOLUffZGRkZD6rxCpozhQyGo1mWPF//k2LY94tPhfSFkxCX1EQsYg+e/lFJJblxeRodSEQ/VLqWEBQhLMCVqcYyLluAT6HM6qNc+4Ni0iaUIwmIyXiuFhT+EBK6Sr40siygXDEImQCaKPMMxzqFAOZV8xCqdNEjAIAJE8pR6XXxSRmBKWCvJsukeqzYozOiaKIIAgo1CpKvnFtTMeMJkVfuYq0hZNRRmiSeSb60hyyls5BnaIflTkoE7Tk33xp1HFutxuVSjVqQiZArOeKW8w88cQTfOtb3yIjI4OcnJxhoT1BEGQx8zliX2M/VZ02DFoV/7xnNkZd7N2GZWRkZGQ+nUQTNKGETCjiWdzGS9uarfTvOE7ytDEU3Hp5xLHa7NTzEh0KLGZjxe/xUv0/L+Hq7Kf8ezeiL8uLOF6TZsTZ2o3laD0IAnnXXxx2rDYjGe1g8TaA7VQzykQtCVFc3j5rqJISI16HoRjGFgyrxbHXtpFYkh0yNU2ZoCXzshn07z1F9UPPY5xUGvZ91bv9KH3bj5I6u/K8pVDGgqAQQjZHFX3+sELPeqqZns0H0I8puKBzFwSB1NTUURUy8RD3o/7qV7/i17/+NR0dHRw8eJADBw4Ev/bv338+5ijzCbH6gJSHvHRiDllJ8TVsk5GRkZH59BKu83asQiYSXocz+qBo+ES8VkewKWO89Hx0iP5dI3vcxIr5YA21f3xNKtKPEYVahddkQ/R4Y563z+mWLKv90fsWBfDaBmh8eh3Vv30xWCAeDVtNK/V/XTPCkveTQPT5cPdZog9EinLZqpqjjnM0dFD76GvU/vE1PBZ72HG2qmY8/daIr4+9phVHXTv9gz1VwtH78RG6NuyNqefUaNG/56TUA2dIiuJQRI8Pv8uD6An9Ovs9Xvr3njrnOfs9Xpqf34CjUapp0Wg0n2gtddxipr+/P2LDL5nPB26vn7VH2gFYOT3y7pKMjIyMzGePMwWNy+U6JyHj7rPS+NQ6qn79XExNDyOhzU4BwNUZn5gRfX5aXv6Q1pc+kBZbDdJiq2fLQWxVLTEt4jwmG41Pr8Ne3SItjq2OOOadGte8A713FNrYEmVEUaTlxU14LQ4ElRJ9WfRaIPPBGur+73UsR+tpfeXDmB7HXtdG/WNvBYvmI87J56N/9wl6tx2OOtZe10bVwy9Q/5c1+L2RHbdcPeagQLEO1gyFwmt10PDEO4heHx6rI2Jth23QSCGcvTVAyizJrdVR2xZWdNlrJbvm9tVbaX1x06jUqESjb8cxmp55l4HmLtpWh+vrOPj+DqMrOt76mKan1tHw+NthBVE0vLYB6v7vDfo+Pkr9397EZx/4xE2h4k4zW7VqFevXr+eb3/zm+ZiPzKeEj6q6MTk8ZCZpmV8ee+MiGRkZGZnPDgFB09PTQ09PDwCZmZnxWTd7vHRv3EfX+7uDO//9O4+jTjHQs+UghooC9BUFJBZnR1xoDkWbJTUR9Jhs+FyeiM5cAXwOJw3/WIftRCMASRNK0Oak4bE6aHv9I0SvD11+BhmLp5M6uzJsnYo6xUDBrUtofm49A81d1P7+FcruvzEmJzRtdhr22rb4xYwmtjRu095TmA9IFsl5Ny0O2+clQM+WQ7S+8gGIoMlMIWvp7LBjRVGKgnS9tzvY06Yrw0j+TYtDjvc6nPRtO0LP5oN4TDaUeh2pc8aHfC4+h5P2Nz+WBI8ICGCvaiFpQnHIefRuPUz76q3B62M71RTSklr0+Wl8ah2efisKjYqSr18b1nTA3WvB3S05oBnGFYa9DknjClEaEvDZBjDtqwr2ShpKQmE2ydMqMO+vonfbEdx9ForvvTrkY3ssdhAEVPqEqMYM4ejdepiWFzcBkltc/o2LQo4LivUQ4kL0i3jMUtTKcqiWUw0dFN21lKTKka9BOFyd/dT9dU2wcWzG4uko4qjpOV/ELWbGjBnDT3/6U3bu3MnkyZNRq4e/ab/73e+O2uRkPjnWHJRSzK6dkofyLP/4ZGRkZGQ+v4iiiOVQLW2vb8E92MBQlZRI7sqFpM6dQOsrH2I72RR04hLUSvSleegr8jGMKSCxNDesoAhEZgDc3aaohe2ursFu852D3eavnEXudQsRFALuXgsJBZk4GjpwtvbQ8vwG2tdsJW3BJDIWTQ3ZQybQO6fxqXW4Ovup+f3LlH/3RrRZkWtz4o7MuAORmehixmOy0frSBwAkTSolbf7EsGNFUaTjre10vS/1nUkozqb02ytRh3DFEkUR69F6Ot/bjaO+PXh7QmEWhrEjF/2uLhPdHx6gf8fR02lrgoBhbCE+h2uYmBFFEdO+Ktpe2xzsBZRQmEXBrZeTWJIz4tzuPgvNz20IvmdUxkQKb7sC4+TQTbrb3/o4KLwKbr+ShDC21UAwXU2h00Ss9xKUSlKmV9C79TCmfadCihmFRkXxPVfRkZlM1/t7sB5vpOZ/X5EaiZ7xfup4ezt9Hx9FUCpQJetRJxtQJ+tRpxhO/54ifddkJI8Q/N0fHqDt1c0A6MvzKP32yvAucRECj4JCoOgry0maUEzryx/iNdup+9MbZC6ZKbmVqSIbPA1rhKpSUnjnUlJnjaOvry/icReCuMXM448/jsFgYMuWLWzZsmXYfYIgyGLmc4DV6WHD8U4Arp8+spuyjIyMjMzng6ENMTMyMrBYLDHZNjvbe2l9dXNw0YlCQeal08m+am5woWWcVIro82GvbsXV1Y/o8WGrasZW1UwnIKiUJBZno68oIGPR1GG2tyqjHoVWjd/lwdXVH1HM2KpaaHjidLf5gtuWkHbR6YV+Qn4GFf9+K46GDno2H8C0rwqf3Un3+r10b9hH8rRyMhZPl6ydh+xoJ08bQ+m3V9Dw97fx9Fmp+f0rlN13Q8S5BMVMtwnR70eIUhAda2RGFEWan1uPb8CFUq+TmheGSe0RfT6an99I/87jACRNLKX4q1ePiG6JfhHzwWo639uNs6U7eHtiWS7Zy+eSNKEk+BiiKGKvbaV7034sh2uDi2aFVi2JwsXTRzQ1dfWYaH3pA6zHGwefo4qca+eTsXj6iAJ2URTp23GMtte24B9smJkyu5L8my9FFaahqOlANd0b9gKQefkMUmdFbuYdTDGrKIjqlJYycxy9Ww8z0NSFq6s/pIgVFAK5KxaiyUyh5YVNONt6qP7ti5R+awWJxaeFWiAaIvr8ePqseAYtpUNR/oObg71pALo27KV9MKXMMLaQkm+tiBylFIc76Y2YsyCQdtFE9GX5ND3zLo6GDro37sN2qpmiryxHl5MW8ri+XcdpeW4Dos+PypBAyTevi2pwcSGJW8zU19efj3nIfIp4/1gnLq+fskw9k/I/HVaXMjIyMjKjS6hi/2i2zaJfpPO93bi3n4LB1gxJE4rJu2nxiIWQcVJp0FLZY7Zhq27FXtOKvboFZ3svoteHvbYNe23biCiDIAhos1OlxWSEKEfvx0el9Bu/H6UhgZKvXztsMTiUxJIciu5eTu71i+jddpjerYfxWhyYD9RgPlCDLj+DwjuuHLZrn1RZTNl3b6T+z6vxWhzU/uFVSr+zMuxCLiBmRK8Pd591xAL/TGKNzPRuPRwUBQW3Xo46ObT1rs/ppvHJtViPNwCQNm8iBV9eMmLx3r/nJJ3rdgUjWSA1RsxeNgd9RcEwoWSvb6f15Q8ZaOoM3qZOTSLj0umkL5g0Ikog+nx0bdxH57qdiB6pLsY4uYz8my8NaZ/tMdlofn5jsK+KypBAwZeXkDxtTNjr4WzvpfnZ9wHQVxSQuzKyA5ooilgHIziRUswC6MfkoUrW4zXbMe2rInv53LBj0+dPQpNmpOGJd/BaHNT8/lWKv7I8OP+iO5fiMdmkL7MNj9mO1yR995il271WB4gMs1TuXLeTjnd2ANLfWMnXr4tq4X06MhM5o0ablcKYf7uZjrU76Xp/NwPNXVQ9/Dz5N11C2sLJw0Rs5zs76Hx3l3RcThql31454n19IU0QQnFWfWZA8pSur6+nvLwcleqsTyPzKeTNwRSzldPyP/GiLhkZGRmZ0Seca1k022ZPn4X+48fQ+xVoMpLJu+kSjJPLov6vUCcbSJ01Lrh77rU6sNVI4sbV2Rey9kObFV7MiH4/7au30r1JclHV5aZT8q0VUcWDNBc9OVfPI2vpHMwHqun58ACOhg5cHX0he8LoS3Mp//4q6v78Bl6Lg7o/vU7JN68LWWugzUgGhQL8flyd/TGIGSlNK1JkxtVlov2NjwCpOD1lxtiQ4zxWB/V/WRMUHdnL55J9zbyQr429uiUoZIyTy8haNidsY1GFRh08Z0JxNpmXzyRlekXY6EbjU+8G63rUKQbyb74U49TykPMYaOmm9g+vBl3jkqdXUHDLZRGbRPoGXDQ8/jZ+lwd1ioHie6+KGmlxdfXjHYyQRCr+DyAoFKTMHEvPBwcw7T0VUcwAJFUWUfH/vkT9X9fg7rXQ8MTb5N1wCRmXTUdlSEBlSIgY0RN9frxWB6qkRClF8O3tdL0npQgaJ5dR/NWrY6w3i2wAMOw5KpXkXreApPHFND3zHp5+Ky0vbsJ6opHir14jRfj+tR7ToKubYVwhJV+7JmTfG7fbjU73ydXOxK1CHA4H999/P//85z8BqKqqoqysjPvvv5/8/Hx+9KMfjfokZS4cXVYnH9dIRaArpn16QogyMjIyMqNDNPvlSIJGZdQj9PvIWXIRmZfPiLmg/0xUSYmkTK8gZXpF2DGB1J5QNro+hwvTfmnBnDSxlOJ7lsfdbV6hUpI6u5LU2ZU4GjpwNHWGjXgkFGQy5gdfovZPr+Pps9D8rw1U/vzuEc9fUCrRZiTj6uqXxMLEkrCPL/r8wa704cSM6PfT9K/38bu9qJL15Edoctm/45gkOgSBglsuI/3iKWHHZl45G9+Ai6ylc6LWIyXkZ5BzzTwM4wpJLMuLKlwzFk/DfKiGjEVTybl2fsTXRZebhiYjGXefhfwvXRY1VUwURZr/tR5XZz+CUkHx165BbYzeINJ2UorKqAwJ6HLTo44HKdWs54MDONt7GWjriViPIz2XdMb88BYaHntLSmnccpC0BZNQ6qKbaQhKRTDN0nqqKShkkqePoegrV0WtZwkQDJDEsRFtqChg7H/eTssLmzDvr0KTkYygEHC29WM+VANA2vxJFNx6WcgePtLjivT395OVlfWJ9JqJ+1PowQcf5NChQ2zevJlly5YFb1+yZAk///nPZTHzGeftQ+34RZhelEJx+uh0kJWRkZGR+XQQax+ZUIIGpLqHMT+4kcy8kcXbo83QYvozG1iqDAmUfmsF/XtOkrtiQdTalGgkluSELEgfNp/B1JzGJ9dScMtlYYWcNitFEjNdpojnC6SYQXhrZk+/De+gPXLh7VeGrR8ByFwyC1e3CeOkMpKnlkd+LhnJFN97dcQxQ8m+6qKYxxoqChj/i3tCppSdiaBUUnzvVSi0mrBCchh+EXWq5CqXt2px2GjSmdiqpHoZ/djCmB3FEkty0KQbcfdaMO09RcJ10Z1d1UY95Q/cROvLH5J5xayYhMyZJI0rInv5XFzdJoruWhY16jSMQM1MnI+pStRRfO9VmGeODZotJBRkUnT3ctzdJjKvmBVRxGo0Gmw2G729vaSnp4+aoPH7Y7O8jlvMrFmzhpdffpmLLrpo2BObOHEitbW18Z5O5lNGIMVMLvyXkZGR+XwRb0PMMwVNcrKUMnU2C7SzQZudikKnQZOZgt/lGfG4CQWZUaMKo40mNYkx/+9LERd22pw01C3dUesb/F4fKmMifrcXhTb0NdWkGxn7n3dgOVyLMUKUB6Si78Lbroj6HC4EsQiZANEc4oYiKBXkr1pMysyxJMYoZKTHSEObnUZSZfR6meBjCQKpc8bjaOqKKnSHotCoKbzjypjHhyL7mnkghi/kD//YKpR6HYqz+BsVBGFEpDRS5HTY4yoUpKamYjabR03Q+P1+LJbYmqvGLWa6u7vJysoacbvdbpfrKz7j1HbbONxiRqkQuHpy7B8SMjIyMjKfbuIVMgGGCpr+/n4MhpE1JecLv9tL2oJJ6HLSLpiAioVwax2vbQDzwRpS544n74bQfUCGok5KZOJvvoHlWD326hYUalVIEaDUaUidM/6c5/15Il4nrdwVC8hdsQBRFHF19eNzeUgsHLmWBclEwXygmqTxxeRcOz/ieUVRxNHQwUBzFxmLpsY1p0gIghB/eAVInjoG0euLWHN0vlCr1WRkZNDT03POgibweeXzRW6sGiDuR5k1axZr164N/h74o37yySeZN29evKeT+RTx5gEpKrOoIoN0Q3y5xzIyMjIyn07OVsgECAgalUqF2+2O61hRFDHtr0KMMV1kKI76dno27adn88G4jz1XzsadqfbR12h5YSP9O0/EdVzvlkNSN/m3Po75GNHvp23NVjyDKWifZ0T/6DllCYJAxzs7qH74eVoGe/YMeyxRpOqh52j+13r6dhyLej7LkTpq/uclWl/5UHIk+4QZaO2he9N+ej46HHZMqBq0s8HV1T8sVRKkdLOMjAw8Hg+9vb0xp4kNZejnVSAaHI24xcxDDz3Ej3/8Y771rW/h9Xp59NFHufLKK3n66af59a9/HfekZT4diKLImoNtAKyUU8xkZGRkPhecq5AJEEgjiTcDo+u93TQ+uZbGf6zD7/HGdaynX+rHEaiRiAefy0PXhr34nPGJLwC/x0vtH16lb+fxuERNwIrXtL8q5uP8Hm+wmWPShNg6sYt+kebnNtC9fi81f3gVn8MZ0zF9O4/RP+hMFcu8+nYcOysRGnEePh9d6/fQ+tqW6IORrmXVQ//CaxuIabzXNoD1ZGPY+109Jkz7qgBILB7ZOFMQBIxTpJqRvp3Hor6OSZXFkq22XwwWy3+SiIN/Y+HquawnGzn5y3/S9sZHiL6zf20tx+qp+s0LNP9r/YhrdC6C5szPq1jdkuMWMwsXLuTgwYN4vV4mT57M+vXrycrKYseOHcycOTPe08l8SjjQbKKpz0GiRskVE8J3xpWRkZGR+WwwWkImgCAIMZ1D9Iv4BlyIohhcaJsPVFP359VBC95Y8PRLUQdNSuypbaLPR89Hhzj5X0/RvnorPR/sj36MKOJs76Vn80H8bg/dG/Zir2ml+dn3qf/LGtx9seXtByyTPf1WHA0dMR1jr2sL2jMnjY8uZkRRpPWlTcGGmMlTy1FEcXGz17ZS/dsXaX52PW2vbo74Gvi9Pnq3Hebkz5+h+V/r6d9zMuqcXF39dL6/m8Z/rI04ztHQQdUjL9K+Zhs9H+zHXtsadqzXNkDDk2tpfHItzrbeYOPIsOOtDtrWbOXET/9Bw+Pv4A0j8Lo37ANRRJ1iIGV2ZcgxafMmAeDuNmOvCT9HkGpUjFMks4WASDoTZ1sP3Zv24WzrOed+LKIoMtDSTdeGvbh6TCPuD2wYhKvX6t12FPwi3Rv3UfeX1TGLxKGP37VhL/V/XYPf6cZW04rXMjIidTaC5lw+r87KU7G8vJwnnnjibA6V+ZQSSDG7ckI2idGaMsnIyMjIfKoZbSETYGhkRhRFvBY7zrbewa8eBtp6cLX3YpxSTvE9V5F7wyJURj3tq7dir26h5vevUPad64M2tJFwm2KPzIiiiPlANe1vfYx70EVMUClDpiiJooi714ztVLP0VdUcXJBps1NJWzCZgZZuzAdrsB5v4NSv/kXe9ReTtmByxIJsXW46urx0nG29mPZVxeS0ZT3WIB1bkBnVYlgURdpe20LvtiMApF8yjdzrLw4bLXP3WWhfsy3YJwSkBpN+jzdEo0s//btP0LluJ+7eQfGmEHB3m0Oe29nei/lANaYD1Thbe4K3Z1910QjrY5/TTcfb2+nZfEBqgyJA+qJp6MJYHZsP1tDy4qZg2lbShBKpID4EHoud7g376N166HTPHp0GZ3P3iOaYHrM9mDqWuWRmWLvjhPwMEoqyGGjqom/HMQwVBSHHBUiZMRbTnpPYqlrwWOwjXkfTwRo6B5tfqpL1JI0vJmlCCUmVRagMCRHPHXiOthNNWE80Yj3ZGHyvCkoFmZfNGDY2IGYEdejnVvyV5bSnJtG9aR+2k01UP/ICJV+/loQw9UNnnrvl+Y3075bSKBOKsin95nVY/aGjnwFBE0sNzbl+Xp31qrWrq4uurq4RamvKlPC+5jKfTjw+P+8cbgfkFDMZGRmZzwMBF6DRFDKiX8RrG6Bj7Q76ehw423rw2UPvgDvbegFJ/GRdMQtVUiLNz63H2dpD9e9epvz+G4LWy+EI1IOoUyMLH9upZtrWbGWgcbBDvQCpcyeQc808NGnG4Lmsp5oGxUsLnhDRFpUxEa9tAHWynpKvX4tpfxWtL32A1zZAy4ubMO2rouD2JWgzUsLOJWXGWDradmA+UE3eDYuiulFZT0gpUcYJJRHHiaJIx5sf0/PhAQDSFkwif9XikELG5/LQvX4PXRv3InqkAuqEoizyblqMYczw//Gi30//npN0rtuFu9sk3SgIpM4dT/byuWgzU4KP72ztkQTMwWpc7X3DzqMyJpI8vWLEItpypI6Wlz4Ipgzq8tIpuO2KkELPaxug9ZUPg+JLodOQd9MlpM2bOOJ5ekw2ujbupXfr4eBzVCZoybh8BpmLp4Vs7Njz4QFErw+lXkfa/Ekj7h9K2ryJtDZ1YT5Qje/mSyMaUCRNKEah0+B3ujEfqCHjkuFGAIJSgSpZj9dsx2u207/zuBRZEyChMIuk8SUkjS8msSwXhUqJ3+PFXtuK9Xgj1pNNOFu6RzxmuM0A0R05zUxQKsi7cREJRVk0P7cBd6+F6t+9TOHtV5AaJlIF0vVuePztYMQxZXYlhbddIUWA+vrCHheLoBmNjZe4xcy+ffu46667OHHixIhwmSAIMTsPyHx62FbdQ6/dTYZBw8Ix0X3UZWRkZGQ+vWg0Gnw+H9nZ2aMmZCREPP1WTA0n0fuGLEgEAW1mCrq89MGvDHT5w/+XpF00AVVSAo1PvIOnz0L1/75M2bdXhrW89Xt9eC1Sx/ZwkZmBlm7a12zDerwheJtxchk5KxYMa3DYu+0wLS9sGnG8MlGLoaIQwzjpS5uTNmzRnDJjLIaxhbS+unlw572Zql/9i5zrFpCxeFrI3jbJM8bS8c6OwVSz9oiuWx6TLRjViFYv0/nuLrrW75HmNbuSglsvHyGURL+Iac9J2t/cFhSCKmMiuSsWkjp3wrDxol8yZuhcu1Nq7gkgQMqsSrKvmosuOy041rS/aljEK4A6xUDyDKnxaWJp3rDze8w2Wl/djHmwsamgUpJ91UVkXTEzZONF8+FaWl7YGIw6GCqLKLz9iqAYDeDut9K1fi99Hx8JNhxV6nVkXj6TjEumhm3Q6Rtw0fPRIQAyLpkW1R0vZVYlba9/hN/lwbS/ivQI4kehVpE8pZz+3Scw7a8aIWayl84h68rZONt7sZ1oxHK8EXtNC6LHx0BTFwNNXXS9vxuFVk3+rZfT8vyGoEALPoZGhb6ikKTxRSSNLx7xXg3gj1IzEyB1diW6nDQaHn8bd6+FpqffZaCpi9yVC0f0tXE0dFD/97fwmu0gQO6KhVH7zgwlkqAZrQhy3GLmnnvuYezYsfzjH/8gOztbtmP+HLBmsLfMNVPyUMXTnElGRkZG5lOHQqEgOTl5lIUMCAoFCo0afUU+mQV5QdGiy06L2lMFwDixlLLv3UT9X9fgsw1Q+8dXKf7atSH7p3jNdiklCdCkjBQz3Zv20fbGR8ExiaW55F6/EMOYkSlBCcWSYFJo1ejHFGAYW4BhXCEJBZlRm22qDAkUf2U5KTPHSqlPZjttr23BtL+KwjuuHLboB9DlpKHLz8DZ2oNpf1VEMROIyii0ahIjjOtavyeYppQ8vYKiO5eOmLdvwEXd/70R3DkXVEoyL59B1tI5IRfuTc+8Oyz9LHlGBTlXXRQy9UtQKIJCRpNuJHl6BcnTK0gszgkZeerbcYzW17bgH6zNMYwrpODWy0P2k/E6nLS9sjmYuqTQqsm7cZGU0nfG+tJrdXDy50+fjsQYEshaMpP0RVOjipPerYfxO90oNCoyFk+LOBZApdeRPLUc074q+ncciyhmAFJmjqV/9wnsNS14TLYRkRNBEEjIyyAhL4PMy2fidw+JvpxoxNk2KGonlsBgaqQUtSk+HbWJIlBgSJpZDH+PCYVZVPzHl2l8ah22k010b9rHQEsXxfdeHUx/6999gubnNiB6fSh0Goq/sjzYVDMeQgkaYNRSYeMWM3V1dbz++uuMGTPmrB9U5tOD3eVl/TEpNL9iWny+7TIyMjKfVurr69m6dSuNjY04HA4yMzOZPn068+bNQ6cL30X984DL5YrZBShetNmpFK66krS0tOiDQ6AvzWXM//sSdf+3Gk+fhfq/vUnpt1eMSLNyD6YlQeg0M8O4Imk+OWnkrliIcUpZ2M3VhPxMxvzbl0gsyQ4ZFYiF5CnlGMbk0/bGVvq2H8VR347XOgAh/HJSZoylo7UH8/5q8m64JGyqWUDMGMYWhq3f6P7wAO1rtgFS1KnoK8tDdoRXJmiDqVXJ08eQe/0itBnhbW1TZo3DtPcUxqnl5Fw9L2Lz0aQJJWQtm0PytDEkFGZF3cR291nwD7hQ6nXk3bhIigqFOcZnc2I6IEVvDOMKpWhMeuh5q5ISMU4ux17TQuaSWaRfPAWlVh1xLiAt8LsHjSDSFk6OqU4FJCMA074q7LVtuDr7I6ZFGsYXo0jQ4h9wYTpQTeal0yOeW6FRBYUKDEbpOvpQ6xMo/fZKEgoyz6pXTLQ0szNRGRIo+871tL+5je6N+7Cdaqbpmfcou+96rCebaHrmPQA0mcmUfnPFiHqoeBgqaHp6JPHm9XpHJRU27k+7yy+/nEOHDsli5nPChuOdDHh8FKcnMq0w5ZOejoyMjMw58fzzz/Poo4+yd+9esrOzycvLIyEhgb6+Pmpra9HpdNx22238x3/8B8XFsVnhftY4V8ek840uO42K//cl6v6yGgQhZP1EIE1Kqdeh0IxcsCYUZFL+3ZvQj8kPubgfiqAQ0Jef+2adMlFH4e1XkDJjLI7GjhH1JwFSZoyl4+3teEw2HPVt6MtHjhP9/qCYSYpQLxOwzzWML6b4q1eHFT0A+asW4zHbMYyNXLAOkjAa+5M7hqXjhUOhUZF73YKo4wJkXTkbv9tL1pKZURfk2qwU8lddgugXSV84JWqNUf7Ni1HqNCHfE+Ho33lcSl9TKMi8LHbXXUNlIeoUAx6Tjb6dx8hdsTDsWIVKSfLUcvp3Hse8vyqqmDkTdYohGM2JxdUuHLGmmQ1FUCrIu2ERCUXZtL2+hbxVlwCSyE6eXoHP4aT4q9eg0p/7JpBGoyE9PT0oZkarpi9uMfPkk09y1113cfToUSZNmoRaPfwNdd11153zpGQuHIEUs5XT8uWUQRkZmc8006dPR6PRcPfdd/P6669TWDjczcjlcrFjxw5eeuklZs2axV//+ldWrVr1Cc32i406xcCY76/C7/WFrHOIpcfMmW5VF4qkCcURa1y02anoCjJxtnbjaOoKKWacHX1B2+pI58paMhNNuhHjxJKoC1RtdmpUU4UAgbSn84FCrSLv+otjHp++MHbjqGiObyERpJQ046RSNGmx9ywSFApS502k691dpx3eIpAycyz9O4/j6jbhc7qjpr6dD+JJMzuT1FnjSJ5SHkwZFRQCRXctQ1AKZx3RHDE/vz9oTgKSUUkkl7NYifvZ7tixg48//ph33313xH2yAcBnix6bi63VkjqWXcxkZGQ+6/zmN79h6dKlYe/XarUsXryYxYsX8+tf/5qGhoYLN7kLiEajOavO2xcaZaKOcEuklJnj0OWk4bUNIPp8o7aYOhu8Dic+uxNloi6m3WmP2U7uyoXo8jLC9shJyMtg4iPfxF7TGnQMC0fK9IqzmbbMIOkLp5A6Zzx+lyf64DNImz8pWCwfCY/JRlJlEeXfuwl9RX7UWqzzRfbSOaTOGY/KEP19Kvr9+ByuYWl3Z9a+xVILFytDi/0zM6W0xlhsm2Mh7iPvv/9+br/9dtrb2/H7/cO+ZCHz2eKdQ234/CJTC5IpzTiL3Q4ZGRmZTxGRhMyZpKenf24bPSsUCiwWy6dG0HhMNpqefT+uhpmatCSMk8vo2riXo//vb/QNNon8JDDvq+Lkfz1N9W9fiGl898Z91P95NS0vbIw4TmVIIHna6ZT97k37Y4oABPBY7J/6lMJPCwqNOpjyJvp8NDz+NtZTTVGPM++vovaPr9L57q6Q93vMNk796l8c//ETuHstGMYVfmJCBkBfnkdSZRF1f15N1W9ewHWGA12Ani2HOP6jx6O+R0eLUK5lZ9NYMxxxX/He3l6+//3vk50td4n/rLPmYBsAK6bJURkZGZnPJ11dXRw9epTDhw8P+/o843K58Pl857xAGA38Hi9Vj7xA/87jtL3+UVzHem0DuNr78Ls8aGJonHm+CIiwcLa/Z+IctDo+01Y4EqZ9p2h7fQtVDz2HsyN8347gY7T3UvXQc7Sv3vqZEzSiKOLqCd2M80LQvWk/5oM11P3pjYjzEEUxWG8TqOE6E1WSPtjc03K0/rzMd9icfH463tnBQFtP2DHmw7XgF3F19IbtR6PQqPDaBrAebwg2Gz1fRLJfHi1BE7eYueGGG/jwww/P6sFkPj009Ng52GxCIcA1U6N3KZaRkZH5LLFv3z4mTZpEbm4uU6ZMYdq0aUyfPj34/fOMKIokJyePyo7nuaJQq8i6YhYAfduPYhnSEyYa9jppw01QKkgsDd2PJhyiX8RW3YK9VqoLbf7Xejre2Y5ncOEZDz7HoJgJ0YgxFK5BMRJr/Yqr20Tz89IOeUJxdkgL46EMtPZQ+4dX8Voc9H58NFhfFA1RFBlo60H0Rxc/Pqebvh3HcDR3RR/rcNL9wX461u6IOtZe10bN716m5n9eiilSJ4oi9ro2LMcaoo71e7z07zpB41Prwgo8d5+FznU7AUhfNDWi49tAUyfOdqn5a9q8iSHHCAohWPMUyxzPBXevhZo/vkrnup00/WMdfnfotDnLwRpAsnkOlyZmnFwGgoDf7cV6svGc5hVJTMfSR2Y0BE3cyXBjx47lwQcfZNu2bUyePHmEAcB3v/vduCchc+F5czAqs2BMBllJn2+bUhkZmS8eX/SeaCqVKmrn7QtFxuJpmA5U46hto+X5jYz7yR0xRTnsNZIQSSjKjsm9ShRFBpq7MO05hWnfKTwmm9Tj5JbL6dt5DEToWr+X1LnjybxsRsw2s/FEZvweL+5eabdflxvdvtrv8dL4j7X4nW5UxkSK7l4W0dFroLmL2j+9PljDo6XsuzdGjAD53V5sVc1YjtZjOVqHp89Kxb/fGrJZqej3YzvVTP+u45gP1uB3e0mbP4nE268IPZfWHnq3HKR/9wn8bi+CWknG4ukh64pcPWY63tyGaV9V8DbzoRrSLgotEpxtPfTvOYVp70ncvRa02akkTbgr5N+xx2Sjd+thej8+Emy6mTZ/IkmVI40VWl/djN/tlZqJXjsv9EUbpG+HlNqozU0joTh8NlLSxFL6d53AXt2Cz+WJyS46gOjz47HY8ZrtUt1NGKMH04FqWp7bEHwvJk0ohhDXwud0Yz0ppc8lTwtfa6UyJKAfk4+9ugXzoVqSp5THPGd3vxV7bRv22lbsNa34i0P/HcXTEDNSY81YOCs3M4PBwJYtW9iyZcuw+wRBkMXMZwBRFHlz0MXsernwX0ZG5nOI3BPt3BcIZyL6/djbe6h99DW6BA0IgrTwVginfxYEBIUCbVYKRXctAyRXqKLbr+TUQ//C02+lbfVWCr+8JOrj2WulTbdotsrOjj5Me0/Sv/fUiC71vgE3gkZF1pWz6d16GJ/DRd/HR+n7+ChJE0vIvHymVOcQQewGXMeUidHFjKuzP9jIU5cTXSy1v7mNgaYuEKDo7uUR3bocjR3U/d8b+BwulIYEyr97Y8j+MO5+K9aj9ViO1GE91YzoGZ5GZKtqHiZmnO299O06jmn3yWHpVIJKCWdcFtHnw3yolp4th7BXtwRvV2hUpM4Zj+gd/li+ARed7+2m58MDiF6prjqhMIu8GxaNcKNz91kw7T1F/95TOFu6h90nqJT47M5gsbooijjq2unZfADTgRoI7OYLAslTy1EZRlpCW47UYTlUC0DejZdEjLT5PV5Me08CkHbRxIjvj4CwEL0+7FXNI5pK2uvacLb34TXb8JhseAaFi8dsk1LUhgQ2xv3srmFmA363l7bXNtO77QggiZDCO5dinFQaci7WY/WIXh+CUhF2TIDkqeXYq1uwHK5F9PlDWpyLfhFXZx/2mlZJvNS2jajr8uCFM4zx4hEyAcI11oyFuMVMff35zwmUOb8cbjFT12NHp1Zw5cT4QvcyMjIynwXknmgSoylobDY7Xr8PT78Vly/yOQIL1wDa7FRyrl1A+xsf0bftCCkzKkLunAfwuz04GqWGzvoQ/VzcfRapO/uekyMWvtrsVFJmjSNl1jh02dLCMHfFQrKWzaV/xzG6P9iPu8eM9VgD1mMN6Aoyybx8Bikzx4Xs4xJPZCZQ76LQaVAlRzbWMR+upeeDAwBkL5tLUmVR2LH2+nbq/u8NKYKTlEjZ924cZq3s6jbRt/0YlmP1I64HAiSW5mKcVIZxUim6/Ay8Vgf9e0/Rv+sEA02dw4YnlueRNncCKTMqggt+j9lO38dH6Nl6GK/ZHhyryUohY9FU0i6aMEwciD4fvduO0LF2Jz7bAACqZD25KxaQOmdCMPrktQ1g2l+Fae+pYCQugDrNSOrscaTMrgw+V0lknKJn80EGhqTAKfU60hdMJn3RlJCRKr/bQ+srUomEYVwhKbPGhb3WIAkfn8MFCoHUOZURx6oSdSSW5eKobcNytH6EmOnasDcooiKh0Kjw2Z3B3wfaemj6x7pgqpthXCFFdy9DnRy6DgbAPJhiZhhXFPX9mjy1nLbXtuCzO7HXtWGoON2fyOd00/TMu9hr24bNaehcE0tz0Zfn4clJgn3bg/edjZAJcObnVUJCbA1Oz9pzze12U19fT3l5+XnrNCxzfgj0lrliQg4GrfzaycjIfP6Qe6KdZjQEjdVqxeGwo0vSk7NgHsYEPfhFKV8++N0f/F1lHLkznnnZdMwHqnHUt9P83GC6WZheHI76juBuu75sZGSm6Z/vD4sMqFOTSJk5Vlr4FmSG3ElXatVkLJ5G+qIpmA/V0r1pH466dpwt3TT/83063vyYkq9fOyIFK56aGVfn6XqZSLv57j4Lzc++Lz2/MflkX3VR2LG2mlbq/7pGEjLJesq/d9MIq2BPn5Wu93cHf1ckaDFOKMY4qYykiSXD7HdFUaT6dy/j7jYFb9OkG0mdO57UORPQZqUMO7dpfxVNT78bbOCJAMaJpaQvnkZSZfGItDjLkTra3vhIilIhLXwzr5xN5uUzR6Rgtb22hf7dJ4K/Kw0JpMwcS+qsShLLcoddQ1dXP9W/ezkojkCK8mQsniYJ0Qg2wp3v7sbda0FQKsj/0mVR004DKWZJE0oiiocAxomlOGrbsB5vQBTFYefXpBmDTTHVyQZUKQbUyfrB2/Sok6X7FDoNgiAgiiK9Ww/T9voWRI8PFAI518wn68pZEZ3S/B5v0IRgqEteODTpyVI/pJZuzIdqhokZhVaNo7EzKGSUhgT05XkYxuSjL88noTAzaJfe19cH+wbncA5CJjivIZ9XHk9sdtpxr2QdDgf3338///znPwGoqqqirKyM+++/n/z8fH70ox/Fe0qZC4jX5+ftQ+0ArJx27h2RZWRkZD6NyD3RhnMugsZqtWKxWDAkJaFUKkmZXUlaWvR6kDMRFAoKb7+Cqoefx9NnoX31VgpuvTzk2EDhvjY3bdhCPEDq7HE423tJmV5Byuxx6Mvyo3aPHzqPlOkVpEyvwF7fTvfGfZgP1uBzukMW7ccTmQkU/0fqSyL6fDQ+tU5KF9PrKL7nqpApPiClhNX/7U38Lg/qFAPlD9wU0iBAPyaPxJIc9GPyMU4qQ1+eG7Y3jyAIpMwcS8/mg6RMryD1ognoy8Nfv8TSXERRRJmoJW3+pKiF8z0fHZKEjABp8yaRc+28sIIgZfY4zIdqSJ5aTsrsSpIqi8LOW5ORgjJBi8/hImVGBRmXTCWxLC+qMHF29NG9cS8AmUtmRe8ZY7ZhHTSqSLtoQsSxAYwTS+h462PcvRZcHX3D6rHyVy0mf9XimM4D0PrKZnq3HASk6FTxPctDCvozsZ1sknrpCGCcGlsNTPLUcpwt3VgO1ZJ34yXBaykIAtnL5iColOjH5KPNiizOQRLJ5ypkAgQ+rzo7O6MP5izEzIMPPsihQ4fYvHkzy5YtC96+ZMkSfv7zn8ctZlpbW/mP//gP3n33XRwOB2PGjOHpp59m1qxZI8Z+85vf5O9//zt/+MMfeOCBB+KdugywvbaXHpuL1EQ1i8aOzLWVkZGR+TwQ6In205/+VG4lMMjZCJqAkDEajWi1WpzOkSkn8aDLTSfnmnm0r9lG79bDpMwYO6J2AqRoBIChPHRdZ+rcCaTNm3jOzTT1pbnov3YNrh4zztaekIIlKGZiqJlxDkYjtNnhF8wd7+zAUSdtKhbdtSysfa4oinSu2yUJmTSjJGTCiAhBqaTi32+NOr8AWUtmkr1sTkzGCprUJMruuwF9WW5M4/NuWESbKJK78uKQNT1DSaosZsJvvhFT0bzUkX5pMNIRC6Io0vrSB4g+P5p0I9nL50Q9pn/XCRBFlHrdiJSxcOgKMlEl6/Ga7ViONcRsLhGKlOkV9H50iOTpFRR++fKYXfQCKWb68nzUSSMjo6FInjqGzrU7cfdacLb2DHu9Mi6ZFvOcRVGkv78fv99/zkImgEajITk5vGgeStyJs2vWrOHPf/4zCxcuHKbSJk6cSG1t9JzAofT397NgwQLUajXvvvsux48f53//939JTR2567B69Wp27txJXp4cTTgXAilm10zJQx1mJ0hGRkbms47cEy008digDhUySUmj1+cl8/KZJBRno0zQ4nWMFEeiz4+jXlrs68OIGYVadc5CZijajGSSQ+xmi6J4Os0sSmRG9PuDaWaRdv8TS3JRJmjJXDIzYpG2IAiUfP0akmdUMOb7qyJGQ+JFmaiLSZgESKosinm8LjedsvtuiCpkQLLdjsf9S1+WF7OQAfDZnXjtUlpa/s2XRn0OoigGG7SmzKoM6SwWCkEQME4oAaQi/HPBMLaAiv+4leJ7r4pZyIg+P+YjdUBsKWYBdPkZaNKlGiPzoZr4JzuI2+3G6/WOmpAJEGsZS9yRme7ubrKyskbcbrfb47a+fOSRRygsLOTpp58O3lZaOvIPu7W1lfvvv5/333+fq6++Ot4pywwy4Pbx/tEOAFZOl0WhjIzM55dAT7Ty8tgtR78oxBKhOV9CBqQFbPFXrkKhUYVcmPo9XjIvn4m9tjVk8f8Fxe/HUFmEb8CFOkpBv9/tJXXOeJwdfejyMsKOS55aTsJ/3oE6OfruuTJRR8lXr4l72jISKkMCY390G5YjdTFHWYruWkrfzuOkzQ9tGx2O5OkV+L0+kqfE9jiRSCyKbxNGFEXyb7pkMGUvdjEjCALpi6bitTowxmHPHOrxU1NTR1XIxEPcYmbWrFmsXbuW+++/HyAoYJ588knmzYvs2X0mb731FkuXLmXVqlVs2bKF/Px8vv3tb/O1r30tOMbv93PHHXfwwx/+kIkTo7+xXC4XLtfpRkwWiyXC6C8WG050Ynf7KExLYEZRbM28ZGRkZD6LyD3RIhNJ0JwPIePqNtH9wQFcnX2U3XfDiCLzoSh1GnKukdYTPR8dwtXRR/KMsRgusLDxOd2YD9agy00n7/qLo45X6jQU3ib1ZPE6nHSs20nGxVNQhUj50aSNvK6uzv6YG23KxI6gVIyIVlhPNGIYWzAiuicIAonFOSQWSyYQoijS9f4eUueMD/ma+QZc9O85ie1kE0X3XBXVDvl8oVApSZ0zntQ54wHJQU1lSCB5ekVIkw1RFGlfsw1nWw9ZS2djGFMwYkw8aDSaEZ+xF5K4xcxDDz3E8uXLOX78OF6vl0cffZTjx4+zffv2EX1nolFXV8ff/vY3fvCDH/DjH/+YPXv28N3vfheNRsNdd90FSNEblUoV8z+ehx9+mF/84hfxPq0vBG8ekFLMVkzN/8I1kJORkfliIfdEi04oQWO3289LREb0+oJFze4+M9qMlJiO6995HEdDByiECy5m7NUtkuOYIDX+1KTGfj16PzpM5zs76N18kPEPfS2k5fNQBlq6qf7tiyRPr6DglstiMhuQCY3oFyOaQTgaOqj78xvoctMp/fbKiE1HrUfr6XjrYzrX7qDy518JpmQF8Ls9tL70AQD2mpaIduMXCp/TTee6nfhdHvxuT8jaF0EQsByqxdXVT1Jl8TmLmU+qIW/w8eM9YOHChRw8eBCv18vkyZNZv349WVlZ7Nixg5kzZ8Z1Lr/fz4wZM3jooYeYPn06X//61/na177GY489BsC+fft49NFHeeaZZ2JefD/44IOYzebgV3Nzc7xP8XNJn93NlirJe15OMZORkfm8U19fH/arrq5uVB7jL3/5CyUlJeh0OubOncvu3bsjjn/11VeprKxEp9MxefJk1q1bN+x+URT52c9+Rm5uLgkJCSxZsoTq6upRmWs4htbQtLe3n7fUMm12KsJg/cFAc3eU0RJeqwNHo5QabZxw4Xe8kyYUo9TrQATTnpMxH+f3eOnZLPWPSZkzPqqQ8bu9kvWx14ejoT1kZ/dQDDR3UfeX1SOaGEYiYGYw2jjbe7FVnZ/1liiKMc3b3W+l4Yl3aH9rW/hz+f20vLgp2KgyUuqgKIp0vif9TesrCkYIGel4AwmDKWGWw6PzuXKumPZX4Xd5EFRKUmaF75ETMCkI9LH5LHNWUqq8vJwnnniC3bt3c/z4cZ577jkmT54c93lyc3OZMGG47d348eNpamoCYOvWrXR1dVFUVIRKpUKlUtHY2Mi//du/UVJSEvKcWq0Wo9E47EsG1h5px+sXmZhnZEzW6P6TkpGRkfms0N7ezm9/+9tzPs/LL7/MD37wA/7rv/6L/fv3M3XqVJYuXUpXV1fI8du3b+fWW2/l3nvv5cCBA6xcuZKVK1dy9OjR4Jjf/va3/OlPf+Kxxx5j165d6PV6li5des4OYtHQaDRotacjAXp95NqQs0FQKEjIl+pIRjR1DIP1ZBOIIKhV6Ctij8r4BlyY9p2i6Zl3aXv9o7OaL0gOYYHmiv27Yxcz/btP4rU4QKEg87LpUce3r9kqLSgVAkV3Lw/beyeAx2yj+V/rqfrN81iPNdD+ZvjFO4DP5aF/9wnq/ryaYz96HO+QPi0hxzvdmA/X0vLiJno2Hww7ThRFbFXN1P11Daf++1maX9iI6BfDjgepSWb/3lM0/Ws9liiF8q5uEx1rd3Dy58/Q9Mx74efh89O9aR+nfvlPzAeq6d64H1eXKeTYni2Hgs02C269PKKJhL26JWhEkb00vAuacbBGxnKkTuqzdAZe28CoiEhRFBlo6aZj7Q5OPfTcsKahQ+nbcQyQjABU+vAGAtpcyaTi8yBm4k4zW7duHUqlkqVLlw67/f3338fv97N8+fKYz7VgwQJOnTo17LaqqiqKi6Uw3R133MGSJUuG3b906VLuuOMOvvKVr8Q79S80gRSz66d/wsWUMjIyMheAe+65J+TtjY2N7N69m3//938/p/P//ve/52tf+1rwf9Fjjz3G2rVreeqpp0K2KHj00UdZtmwZP/zhDwH47//+bzZs2MCf//xnHnvsMURR5I9//CM/+clPWLFiBQDPPvss2dnZrFmzhltuueWc5hsJq9WK0+lEp9PhcrnCmgKIooir20Tra1twGJNRJmhQJmhRJmhRDH5XJmpR6jQo9TrUxuGiSFeQiaOhg4FYxczgYtcwtjCqq5Srx4zlSB2WI3XYq1uCDR5VSYkkluXS/sZHp5sVGqWGhSqjPti0UJWsR5mgHZEFkjpnPL1bDuFs62GgpTuqQ5foF4M9TVJnjY2YwgRgOd4QFAzZV12EvjQ37Fi/20P3xn10bdgr9RNBsoAO1EkMn4cf28lm+nefwHyoJjgepJ37jEVTT48VRZxtvViPN2A91oC9tjV4/RKKs8lYPG34uX1+TAeq6d64l4GmIQtqUcTTbx0WwRB9fhwN7ViPN2I90ShF2gbX+4IgYJw4POLmtTsx7TtF/+4TQftqAHevBa/dOWJxbq9tpeWlD3C29gBSwX/uDYvQZI50fvOYbXS8LXWqT5s/KaxTXoDO9/cAUp8d/djwaVjGyWV0vrND6jHT3jvC/KHzvd30fLAflTERbVbq4FeK9D07FU1Gctj3t+jzY69txXy4Fsuh2mFROPPhWhIKhxtyOTv7cNS2DT7HyHXmQyMzZzb6FH1+TPurEP1+qSmuXwTRL333i9LtonS7TYytseX5JG4x86Mf/Yjf/OY3I24XRZEf/ehHcYmZ73//+8yfP5+HHnqIm2++md27d/P444/z+OOPA5Cenk56+nCvbrVaTU5ODuPGjYt36l9Ymvsc7G3sRxDg2qlyipmMjMznn/7+/mG/+3w+6urqOHHiBH/961/P6dxut5t9+/bx4IMPBm9TKBQsWbKEHTt2hDxmx44d/OAHPxh229KlS1mzZg0gpcV1dHQM28BLTk5m7ty57NixI6yYOVfTmzOL/d1ud3iXM7+I3+nGeqQOvy9yYoc2N43Kn9417LaAEIhFzIh+EevxRkBK9wp1v6OxA8vhWixH6nC2Dd9dFpQK9GMLSZ5chrvHjLvXEjUdS1Aryb1uIZmXzwjelliSgyYzBXe3if7dJ6KKGcvROqlhJFKDxkh4rQ6pJgdILMsNu/sv+kVMe07S/uY2PCYbIHVkz7l6HukLJwWjC4Gde9PuE/TvGYwODbkeSZNKSZ0zHuOkUnwOJ9aTTZLION4QPG8QhYC+LA/jpNLgQtfndNO3/SjdHxzA03f6WiaW5pK5ZCbJU8sRFArcvRasJxqkc59qxn9GVCLQiDGxTBJufo8X67EG+nedwHKsHtF7uqGtKllP6qxKUueOHyZkvLYB2ldvDUYhECB94RRyrlsQNhrR9vpH+J1ulHoduSsXhn1dAByNHdhOSO+/rKWzI5Y6JBRkok4x4DHZMB+pGyFm3F3S+8FrceC1OLAP9lA6fUFAk2ZEk5VK3o2L0GYkYz3eKAmYI3X47MMjs5p0I8apY0KaDQSuhzotCcPYoojPMSBm/E43HpNtWE2Y6PfT9PTIhsOhcGfpIbwGvyDELWaqq6tHpIYBVFZWUlMTn0f17NmzWb16NQ8++CC//OUvKS0t5Y9//CO33XZbvNOSicCbg71l5penk22MzbNcRkZG5rPM6tWrQ97+61//mjVr1vCNb3zjrM/d09ODz+cb0cMmOzubkydDpyN1dHSEHN/R0RG8P3BbuDGhCGV6E+tzC+VaFtG2WZAiHcayCgxeAd+Aa8iXW+rHMti3JlQBe0AIePqteG0DqAwJYec20NwZTIc6c/ceoPYPr2Af3IEOoNTrME4qxTi5jKTxxcE5ONt6UGjVeC12PGbpy2u24zHb8FodwUiB6PGh0AxfFgmCQOqcSjrX7qR/z0lyVy5EiFDs3LVBisokTSiOKHxEUaT5+Y14LQ4UOg1Fdy9DCNH7zVbTQttrHzHQJHVCF1RKMhZPI3vZnGE9SByNHTQ9+z6u9r5hxyeW55E2ZzzJM8YGF/miX+T4j58YsUhWpxhImlhC0oQSkiqLgtfPY7bR8+FBercePp0uJUDylDFkLpmJvvz0Jqm7z8KJn/5jxPPQ5qSRNKGYpPElGCryg/1eujbspWv9nmFzUWjVJE8dQ+qc8RgqC4ddb9Ev0rfjGO1rtgaPSSjMIv+WyyJGtawnGjHtlTKBcq+/OOJ7D6BrMCqjy8vAOCmy1bIgCBgnl9G79TCWI3UjRGnhnUtxdfbh6jLh6uzH1d2Pq9OEq7sf0eMDkaDYdnX1U/3Ii4ge77BzJBRmYZxaTvKUcnT5GSHFlejz0z/YIyftookRTRBAqmNDEEAUcbX3DRMzgkJAZUwEQUBQKKRzKQQEQSF9VwigUCAIAoJRi9fbGfGxzjdxi5nk5GTq6upG1KzU1NScVZ7tNddcwzXXxO6h3tDQEPdjfJERRZE1B6UP/BXT5BQzGRmZLza33norv/rVrz7paYwaDz744LCIj8Viien5RbJfDidoBIUCdYqBvJULSUsb2RRSFEVEjxefwxWydkKXlwECIErRmaTK8DvHgaiMJjM5pI1zYmku9to2tDlpGCeXYZxchr4sN6TQ0OVlhO37Ivr8eK0OPGYbHrM9WNczlNQ54+lcuxOv2Y6tqjmsY5W9ri2Y4hMtKtP38REsh6VG4/k3XxrS3a132xFaXtgY/D15egW5KxeizRw5Vp2aFIwIabNSSZ07npTZ40KeV1AIGCoKsBypQz8mXxIvE0vQ5aaHXCQPtPbQtV5a3AtqJWkXTSTzshkhbaSlCEMKXusASZWFJI0vIWlCcdh0O0GpkESJIGCoLCJtzniMU8tD2wn7/NQ++lowsqHQaci5dj4Zl0yNKDD9Hi8tg45j+vI80i6KnH7lbO/FfFDanM9aOjuqKACCYsZR347X6hhmx60yJKAy5I9IaxP9Ih6TFVdXf1DoGCqLEZQKRJ/0GhmnSAImlPnAmViO1QejcWnzRgYdzkShVqHNTMHV1Y+zvXdYBFRQKpn4m9g2Rfr6+vA8+yx2u/2z02dmxYoVPPDAA6xevTrYjKympoZ/+7d/47rrrhv1CcqcG8faLNR02dCoFCyblPNJT0dGRkbmE+XQoUNMnx69KDsSGRkZKJVKOjuH70Z2dnaSkxP6czYnJyfi+MD3zs5OcnNzh42ZNm1a2LlotdphxfuxEEsfmVCCJhqCICBo1GG7rCt1GrRZqbg6+6OKmUBxeFIYF7OMxdNIXzglYr+aWBCUkkCL1FVem5lCYmkujvp2+nefDCtmujfsA6RddMO4wrDnc3X20/aaZBeePGMsqXNH1rwAGKeWo3jjI7RZqeTddElEa2q1UU/+zZeSWJRNQnF2VAfYvJsWU3jn0qhmAwBJ44sxjCtEPyafjEVTQ/bNGUr5/TegTkkKGWk6k5TZlYh+kdRZ4yK+BiC9VglFWdhrWkmZNY68GxehTo58DEhRFne3CRQK8m+9PKo4CQg3TWYyKTPGRj0/gGFcIQqNCr/bi+VYfVTBBJKo1KQZ0aQZh72nSr+1Al1eRsTi/VAEUswM4wrRpI+sGQqFNjdNEjMd52YCoFarsdlsqFSqUXdCjIW4xcxvf/tbli1bRmVlJQUFUkFUS0sLF198Mb/73e9GfYIy50YgxeyK8dkYdZ9cQyMZGRmZC8mZ9SkgCYM333yTq6++etj9v//97+M6t0ajYebMmWzatImVK1cCUquBTZs2cd9994U8Zt68eWzatIkHHnggeNuGDRuCzaZLS0vJyclh06ZNQfFisVjYtWsX3/rWt+KaXyTiaYh5pqAZDXfQhIJMXJ39OFtCOzGB1HDSUR+wZA4tHKIV1o82qXPG46hvx3ygGv8tl40QbK7OfsyHpd38zCtmRRQTPVsP4Xd7UacYKPjy5WHHqpMSqfjhLWiz02KKDgwt6o9GqAaQ4RAEgfLv3RT7uWNcSIP0HLOWxN7WI+ea+VIa4bjI9SABPFZHUJxkXjadhDARugDuXjP9gzbcWVfMjkmQgRTlMFQWB2u4YhEz4TBUxN/zxWOxYzkibQCkzZ8U83G63HQsh2pH1JzFi0qlwmAwBGv2RkvQOByO6IM4yzSz7du3s2HDBg4dOkRCQgJTpkxh0aJFcU9S5vzi84u8dSiQYiYX/svIyHxxOHDgQMjbZ8+eTVdXV9BC+WwbCP/gBz/grrvuYtasWcyZM4c//vGP2O32oLvZnXfeSX5+Pg8//DAA3/ve97jkkkv43//9X66++mpeeukl9u7dGzS8EQSBBx54gF/96ldUVFRQWlrKT3/6U/Ly8oKC6VyJR8gEGCpo+vv7SUiIXGsQDV1BJuyrwtVtDjvG3WVCZUzEZ3eiHxs+wnEhSZk5lrbXt5BQmIXHbB+Z6qUUSJ1dib2hg5TpFRHPlXfDJWhSjSQUZKJKjLz7HijSlpFQ6jQxCxmQxFLZfTfQtX432VddFHW8oFKSvnAK1hMNYSNm4TBOLsNypA6/2zfCHex847MNoC/Pw9naTfLUMTEfF3h/uXvM5zxnvV6PSqUaNUFjtVqx2+0xjY1bzID0oXvllVdy5ZVXns3hMheInXW9dFpcJCeoWTwuK/oBMjIyMp8TPvzww/N6/i996Ut0d3fzs5/9jI6ODqZNm8Z7770XLOBvamoa5gQ2f/58XnjhBX7yk5/w4x//mIqKCtasWcOkSad3Uf/93/8du93O17/+dUwmEwsXLuS9995Dpzt345azETIBAoKmq6sLt9t9Vo8viiKujj7S5k0kdVYl6giRgcSSHCY89DXcvWYc9W2oU5PQZqVe0MVhAL/Hi722DX15HhMe+lrYwnFtRgpFdy/H7/GCQsBypI7EsryQqUKCQhjmmBbgQi+AvygYxhZgOMNaOdy1VicbKLjlMkSfD+upZhBFdHkZw4rjQ+Fs60GhUVF2//Vh0xDPJ7q8DMZ8fxVehxOv1Y6710piSc4IQ4szMU4sYdx/3YU2I2VU3nuBz5ZzFTSBz6tYa/HPSsxs2rSJTZs20dXVhX/QuSTAU089dTanlDkPrBnsLXPV5Fw0qrPqjyojIyMjE4b77rsvbFrZ5s2bR9y2atUqVq1aFfZ8giDwy1/+kl/+8pejNUXg3IRMAI1GQ2pqasw7pUNx95qpf+wtnG09VP7iHrQZ0dOQBEFAk55MzW9fwmsboOC2K0hfEHv6zGjgc7o5/uMn8DvdlN13Q0iL6DNRqFW4uvqp/9ubIMC4n92FLnukWcKZeEw26h97k7wbLhmx8JaJDdEv4ursixrNEv1+6v6yBuOkUjIumRYyhU9QKml7dTOuzn7yb750RK+dMzHtq6Lz3V3oKwo+ETETQJWoo3PLITre3o4uL4NxP7ljxBh3n4W2V7eQf+tlqI36Ya54o8G5Cpqhn1fKCE1NhxL3CvcXv/gFV155JZs2bQqGnYd+yXw6cHp8vHdUyjleKaeYycjIfAFYtmwZO3fujDrOarXyyCOP8Je//OUCzOqTZTSETAC1Wn1WbkXqFINksyxKLl6x4u42B+2ZE0vjM7Dxu730bjsSsiN7rAQMCwAsxyN3qx+KrapZOj5RhzZzpOPXmYiiSPMLGxlo6qLxyXfwuz/5JoQAzo6+6IOGcC7X+lwRfT6an32P6kdewF7XFnFsz5ZD2E400vbqZhz17WHHeQetn5UxFOIHLKuVCaH/PqwnG3H3W6OeZzQIWJaH+psRfT5q//Aq5kM1NP3z/ZCug6NBUlISRqMRi8WC1Rr78z7bz6u4IzOPPfYYzzzzDHfcMVLtyXx6+OBkF1aXl7xkHbNLou8KycjIyHzWWbVqFTfeeCPJyclce+21zJo1i7y8PHQ6Hf39/Rw/fpxt27axbt06rr76av7nf/7nk57yeWU0hUwARQQL3HAISiXp8yfR+e4u+nYcI/vqeShU0Xdc7XWnLXh1ObHVjoiiiOVwHW2vbcbda5GshOdGt6kNh3FSCQNNnViPNUCMNfC2U5KYMYwtiKlwv3/XCaxHJbGUd/OlYd3gzkT0+bHXteF3ujFOjtwLxWOy0bf9KNZTzZR/76aI8xpo6aZj7Q4sh2opf2BV1EiRo7mL3i2H8Ls9FN9zVdQ5W47V07fjGHk3XhJTlM7rcOLuNpFYHFrQ+j1eGv+xFsvhOgDMh2vRl4XexHX1mOh4cxsgFcoP7ZEzbJ5+MdjHRqWPXifmc0rpl6Hc4bx2J43/WIfo8ZK1dA6Zl8+Mmv4VCdHvZ6CpC01myog0RtHvD4q5M62gQfpbzFmxkKan1mE70Uj3xr1kXTn7rOcSiXgjNOfyeRX31XS73cyfPz/ew2QuMIEUsxXT81HE8GEqIyMj81nn3nvv5fbbb+fVV1/l5Zdf5vHHH8dslgrNBUFgwoQJLF26lD179jB+fHzFvZ81HA4HLpdrVIVMOHxON87WHgZauhlo6cLZ2kNiaS75qxYHx6QtmETne7vxWhxYDtfGZHlrr5N2zaX+MdH/j7k6+2l9dTPW4w3SDQoFXnP4tDi/24PXNoDX7sRnG8BrGyCxKHtY/5SkiaV0rtslNTvsMYXs2zIUURSxVbUAYIjBvMBjttH26mYAkqeOIWVm5Ovid3tGdIfXZqeGFDOiX8RW1UTv1sOYD9XC4C689WQjxgklI8Y723vpWLsT8/6q4G39u46HFDN+rw/zgWp6thzEMfg6IQjkrlgYsieKs6OPvh3H6N91PNgLJSE/k5xr5o08t8eLo74d68kmbCebcDR2okpKYMLDXx9R1+Fzumn4+1tBAZm1bA4514Zeo4qiSMtzG/G7vaiS9eTdcHHIcdJ5XTAYaVIaokdm/AOSmFGEaBbr6uhDUCjwub10vL2d3o+PknfDxSRPr4i5TsXda8Z6ognriUZsVc347E4K77iStHnDXdOcrT34B4WVfkxooZY6axy2U030fXyU9rc+Rj8mP6z4G/E8PV7c3SapL063CVdXPw5d+A2OWAXNuW68xC1mvvrVr/LCCy/w05/+NO4Hk7kwmBxuPjwlOfWslBtlysjIfIHQarXcfvvt3H777QCYzWYGBgZIT09Hrf5i2NOrVCrsdjtpaWmjKmREUUT0+bGdasZjqh4UL924e0wQJVtFk2bEOKkUy5E6ercejknMOAI7zFEWWj6nm673dtO9aR+iT6rjNVQWkX/zpehy0rAcq6d/1wlJuNgG8NmdeG0DI7qsw2ADyyFiJrE4G6Veh8/uxHqsAe0l0yLOxdXei9cqLdajiRlRFGl5cRO+ARdKvY78Wy4Lubj1WB1YjtRhOVSL9WSj1DV+CIJahc/hDNY+eG0D9O08Tu+2w7i7TMFxSr2OtHkT0eUMz9ZwdZnoXLdTsiQeXMBrs9PIvvqiEa+Tx2Sjd+thej8+EhQlANqcNDIumTYsJcvndGPaV0XfjqOnBc8ghsoiEouzg9fB2dqD7VQT1hNN2Gta8LuHvzY+uxN3r3mYmPTandT/ZTWOBimlPvf6i8m6Inyz0r6PjwRTAAu/vCRirYjP5gz+HEu/F59zMM0sRGRGX55H5c/vpvPdXfR8eABPn4XGJ9eiryggf9ViEgoyR55vwIXtVDPWE41YTzZJfXLOYKC5C84QM4EUM1WyPqJFdv6qxTjq2nG299L41LuM+/Ftw66H3+PFdrJJEi1d/dJXtwlPv3XE37onLxlGPoUg0QTNaESQ4xYzTqeTxx9/nI0bNzJlypQR/xzi9euXGX3WHenA4xOpzEliXM6Fb14kIyMj82khOTmZ5OTY+158HlCpVOj1+tGPyPj8ONt6aDmxEb1v5G6sOjWJhIJMdAWZwYXqUNIXTsZypA7bqWZcnf0hO8gHH8rhxNku9b5IDCNmRFHEtK+K9jc+wmOySXNIM5J/0yUYp5YHhYG7x4xp76nIz00QUOp1I+o+BIWCpPHFmPaewnKsgYwoYsY6GCFQGRPR5kRO8TbtPRVMjcpftRh18nDnpt5th+nbdUISdUOnpRAwjCnAOKWM5KnlaNKTEUURe10bvVsPY9pXheg9LXgSy/PIuHgKydMrUKhPL/vcvRYp9W/nsWDURpOZTPZVF5E6uxJhMKVQFEXs1a30bDmI+VBNcCyCQPLUctIvmYphbCGCIEiRqZpW+nYcw7y/Cr/rdP2POs1I2rwJpF00IbjQbn/rY/q2Hx0mjALo8jIwVBaRNL4IfXn+MKHgMduo+783pP4oAhTcuoT0hZPDXmt3n5W2N7YCUqPOaGl5XvtA8GdlLGlmwZqZ0A1slQla8m5YRPqCybS9vgXL0Xrs1S1UPfw86QsmkXPtfFRJiQy0dNPy4iYcjR2nr/OQcxgqC0mqLMYwvihklNBeK2Xl6MvzIkZ9FBo1xfdeRdUjL+Lps9D8/AaKv3rN6WNEUTKxCIOgVqLNTEGbmYorIxF6aiJdnrCCZrRSYeMWM4cPHw429Dp69Oiw+2RLwU8HawYbZa6cLkdlZGRkZL5oeL1eEhMjd2k/K5QKaYErCOgKMknIzyChICsoYKLtYCdNLEGdloSnz0rvtiPk3Ri+P529oUNawAsCiSUjayWcbT20vPwh9moppUtQKcm6chZZV84eUXOiy88kbf4klHodKkMCKkOC9LN+8GdDAsoEbdhUtqSJJZj2nsJ2qhm/xztMEIyY95AUs0hrIo/FTusrkn24cXIZKbMrR56rvgPH4E67QqsmaUIxxinlGCeVjbjWjvp2an73cvB3hU5D6pzxpF88hYT8kY0iO97ZQdf7u4ORLHVaEtnLLyLtovEIZzhI9e88TvO/1gd/VxkSSFswmfSLJ49oXup3eaj/y+qgiBFUSpKnV5A2b6J0Tc64xn63NyhkVMl6ksYXk1RZhGFc0QhxF8DVY6buT6/j7jGDQkHR3ctInTUu5FgIRMA24ne6tfO2KwAAz71JREFUURkShqU/hiNQLyMoFSi00SO6gZoZRYjIzFC02amUfnsllmMNtL22BVdnH73bjtC/r4qcqy8iecbY06YECgX6slySxhcHI1lChJq1gJCE0PUyZ6LLyyB/1WJaXtiI+UANvVsPBxuvKjRqNBnJCCol2ixJtGizUtAM/qxOMQRfy76+Png1spiBkYIm8PNopMLGLWbOt3e/zLnRahpgd30fggDXTZVdzGRkZGS+aHi9I9OnRgNBENBmpzL2vlVkZEXIKwl3vEJB+oLJdLy9nb6dx8i5bn5YYRBIMdPlZ4RM3XF29geFjHFKGXk3XRK2nsUwJh/DmLPf3EuaUAICiB4v9urWsBbNol/EVj1Y/D8ufIqZKIq0vvQBPrsTZYKWglsvDyl8UmePQ1AIJE8px1BZFFFEJZbmos1OQ1AryVg0hZRZlSGvWwClXofo86NK1pO9bC5p8yeGPX/y1HJaX1ahy8sg45JpJM+oCDtWqdOQPGMsztYe0uZNJGX2uIiNQVNnj0OTbiSpsghtTlrUTXFney+1f3odr9mOoFZS8rVrMU4qjXhM/64TkoEDkH/LZWF7BQ0lEJlR6nUxbdQHambCRWbOxDixhKTKQnq2HKJj7U78Ay5s1S1kXjaDnOsWkJCfgb6iIOJreCbuXkuwRkwf4/s9bcEkrCebMO+vou21LejL8oJpb5W/+MqoBynOFDSjVdN39nYKMp9K3joo/QOYW5pGXsq5dWqWkZGRkZEZiqBSxuREFo60+RPpWLsTn92JeX912C7rp4v/Q2/KJU8bQ9rCySRPKY+6mD1X1EmJJBRlM9DYieV4fVgxM9Dajc8hpRtFqpcx76/CfFDayc5bdQnqFEPIcUmVxTH3LBEEgTH/dnPMi+/0hZMRlArSLpoY1VlLmahj3M/uRhOh0elQCm65LKLwGkpicU5Yl7JQ+AZc+AdcKHQaSr+9AsOYyE5rwwwWpo0heXpFbI8Th5NZYF4QumYmHIJSSeZlM0idXUnHOzvIXDITgOxlc2I+x1ACKWYKnYaEvJHRuJBzEAQKb1vCQGMH7l4LjU+tY9x/3o6gVH6msq3OSszs3buXV155haamphHdgN94441RmZjM2fFmIMVMLvyXkZGR+UKiUn169ynVyQaSp5ZhPlCD+VBNSDEj+vzBVBt9WW7I8wiCQOGXl5zXuQ7FOLGEgcbIFs0BRy11WhKaCJbDmswUdHkZqFMNpJ6DbfSZxBJxCKBQq4IpRbEQq5AJnPt8oS/Lo+SbK1AmakksGlmXdSaCUknSxBKsxxvI/1Jog4VQxNNjxu/xBmuUQrmZRUOVlEjBrZfHfdyZnO4vk4ugjN1CXZmgpfjeq6n/25vkXrdgRJrhaDK0RgbOvrHmmcT9jnvppZe48847Wbp0KevXr+fKK6+kqqqKzs5Orr/++nOajMy5caLdwskOKxqlguWTQ/8DkJGRkfkicNddd3HvvfeyaFH4uozPKyqVCofDcX7qZkaBrKVzSJ07AePEcBEVkcI7l+Koa0MfZef9QpE8fWxwYSyKYshFccr0CinKIUauIU4syqbiR1/G73R/pna/Py0kVRbFPFZlSKD4nqvwmGxha3BCoS/LI+OyGSFtpkcgQuaVs/APuNGkfnKmS+kLJ6PNSEadFsOczyCxJIfx/33vOfW/iUa4Yv/REDRxd7966KGH+MMf/sDbb7+NRqPh0Ucf5eTJk9x8880UFcX+BpMZfQKF/5dWZpKc8MWwIJWRkZEJhdlsZsmSJVRUVPDQQw/R2tr6SU/pguH1erHb7XF13r6QJBZlkzylPOzusaBUkjK9Amd7HzW/e4meLYcu8AwlXD0m2l7/iPrH3iIhP4Ps5XNJLMoOK0BsVc2YD1Qj+v1Rz61QKYORFFdnP1WPvED3hwfwh7CLljl3Aql89ro2Tv7in7S+tiVofnAmpv1V9Gw+gDYrhcxLp0c9t0KjIm/lxRTcenls4uc8kViUTeaSWbS98iEn//uf2Ovbox80hE9CyCQlJWE0GrFYLOf0eRW3mKmtreXqq68GQKPRYLfbEQSB73//+zz++ONnPRGZc8PvF3l7sF5GTjGTkZH5orNmzRpaW1v51re+xcsvv0xJSQnLly/ntddew+PxRD/BZxiv14terz/nBUK8iKJIz0eHgpbKAF6rg671e2Ja4J+Jx2LHY7IhnidDg2i4ey10b9qH5XAtzs6+qOPtNa3YTkmCJh7695xgoLGT7o374k7x8VhHWhqHwzfgCrpuRUMURdx9lugDz5JY5xEP1pNN1P1lNX53+L9v6/EGXJ19WI81hBXT1mMNWI810L/7xKjPcbQQ/aEbO3ltDry2AVztfSHT/US/n6Z/vof5cO35nmKQaPbLoyFo4hYzqampwQfLz88P2jObTCYcjtj/qGRGl90NfbSZnSTpVFxamfVJT0dGRkbmEyczM5Mf/OAHHDp0iF27djFmzBjuuOMO8vLy+P73v091dXyLzs8SiYmJo7LjGSt+j5eW5zbQ+tIHNPz9bXwDLkSfn8Z/rKN9zTbq//YmXocz+omGEGgOKYxCDZDf64s+6AwMFYXBHf3+3SejjjdOLQek2gVvjCJDFMXguVMG3ctiwed00/bGR5z4zyel5olRMB+s4dR/P0v7mm1Rx7p7zdT/dQ1Vv3kBr20g6vgA4RbYw89toeHvb1Pz+1diErjuXgstL27CeqIx4jjzwRrq/7oG67EGWgcL/kNhPS6dJ2lieGOF5JlSo1BHXTvuvtB/OwMt3TiaOqPMfvTxWB20vPQBDX9/K/T9/afnqw6R8tb57i76d52g4fG36dtx7LzNM0CsfWTOVdDE/QmxaNEiNmzYwOTJk1m1ahXf+973+OCDD9iwYQOXX37uBUwyZ0eg8P+qSbno1OeveEtGRkbms0Z7ezsbNmxgw4YNKJVKrrrqKo4cOcKECRP47W9/y/e///1PeornhWidt88Gf4gFqMdko+Hxt4Od2HV56SAIgIguLx1bVTPWYw1UP/ICJd+4LmanpUDKlRDH/zRRFHF3m7CeaMJ6shGlTkPejZdw4qf/wFAhNZo0TioL6yA2FEEhkDpnPF3r99C/6wQ5V8+LKDaSKotRaFT43V4sR+tJO6M7eygc9e1SvxQgdXZoZ7czMR+qpfWVD4ML164Neym+56qQY919Vlpf+RDL4E58/85jZF99EeqkkfVUos9Pz+aDdLz9MX63dO37d58g87IZYefi7rdiPdaA5Wg9jsYOJvzq3pDRJb/HS/eGvXS+vwdx8HU1H6whZcbY0OftNdP53m76dx5H9PkZaOnGUFkUMsWvb9dgHxy/iDY7lezlF4U8p9c2IDWjZNBuOwxJ4wpR6nWS496BKjIvnzliTMc7O7AcriWhMIu0BZNInV0Zsy3zUPwerySM6ttxdfRREMbUwu/20P3BAbrW78E/GNWynmoiadzw8g5Pv9Q8VqFRoUwcOZ/0RVOxHK5joLmL5n+tx2sbIOuKWXHP22t34mjowNHQzoAuTIQrzoaY5/J5FbeY+fOf/4zTKe2u/Od//idqtZrt27dz44038pOf/CTe08mMAi6vj7WHpdzIFdPl3jIyMjIyHo+Ht956i6effpr169czZcoUHnjgAb785S8HnXRWr17NPffc87kVMzC6gsbj8YxwMLXVtNL45DtS40MBcq6ZT9ayOcFFZ/7Nl5JQlEXLC5twd5up+Z+XKLzjyrCL2KEE0suiuWN57U5sp5qwnmjEdrIJd+/p9CiFToNhXBF+lwfL0XosR+uBTSQUZZM8pQzj5DJ0BZlh62BS50pixtNnwV7biqEivCGBQqMiaUIJ5oOSU1ssYqZ/jxSV0eVnhGxuORR3n4XWVzYHhYmgUpK1bE7IxajoDwiT7cEGlobxxRTcellIIeNo7qLl+Q0MNElRHpUxkfybLx1hZSz6Jac5y9EGLMfqcbZ0D7vfXtM2oseO5Ugdra9txt0tiTZVsp68GxaFtEl29Zjoem8PfTuPw6BwViXrSZk1DkRxUCSfpmfzwWDzUV1BJmX33xDy+QFSdEeUxHEkS2dBqSR52hj6Pj6Kad9IMeP3+oICdKC5i9aXPqD9jY9ImTmOtIWTSSzJCfl+EkURT78VR3271BC1vp2B5q6gExpA1vK5w0wERL+f/t0n6HhrOx6TJFSUiVqyl18U0rbcPShw1alJIeegTkqk/IGbqH/sLezVLbSv3orXPkDuioVh/wZEn4+B1h4cg3N2NHTg6uo/fT3KMuGMj5V4hUyAMz+vlDGmXcYtZtLS0oI/KxQKfvSjH8V7CplR5sOT3VicXnKMOi4qTf+kpyMjIyPziZObm4vf7+fWW29l9+7dTJs2bcSYSy+9lJSUlAs+twvNaAgat9tNf38/Wq202yuKIr1bD9P6ymbw+1EkaCm+exnGyWUjjk27aCK63HQa/v42HpONxifXMnBlFznXzY/Y0dwfTDMbuaCx1bRiPd6A7WSTtNt+RoaTUq+TOslXFpM0voiiu5dhOVKH5VgDfqebgaZOBpo66XhnB+rUJCliM7kMQ0XBMPGky00noSiLgaYu+nediChmQEo1Mx+swXqiEZ/LgzJC93jR58O09xQAqbMrI47r/uAAnWt3BCMmhsoiCm65DG1W6ojxkjDZyMBgGpQqKZG8my4hZda4EQtWv9tDxzs76P5gPwymiaUvnEzuyoUoB5tdem0DWI83YDnWgPV4Q7AHSwCFTkPShGKME0vRDRFkrh4Tba9sHhSQgEJB5qXTyb5q7ogohqvLROd7u6Q6lcF5qFMMZF05m7QFk0YIWlEU6XpvNx1vbwdAX55H6bdWBOccikCqmqGiIGqxe8rMcfR9fBRHQwfuXjOa9NNW2wqVkrH/eTv22jb6Pj6CaX8VfreXvh3H6NtxDF1eOmkLJpM6dzyqRB19u45jOVSLvb492NTyTNRpRvSlOcGoVWC+bau3BgWjoFKScck0spbPCduI1DNEzIRDmaCl7L7raXxqHZZDtXSv34vP5pSatw7WEflcHjrf2Y49ILg8IdI0BQFdfgb+vAywnn5eZytkAgz9vAp83kTjrBJR/X4/NTU1dHV1jQg5fxFtMD9pAilm103LQxFjvq2MjIzM55k//OEPrFq1Cp0u/OImJSWF+vr6CzirT45zETRut5uenh5UKhUajQa/10fL8xvp2y7VzGpz0yj9xnUhF9YBEotzqHjwNhqfXIu9uoWu9XsYaOmi6CtXoQrTyyOwsAsVmWlfvTXYiwakhZ6+PA9DZRFJ44tJKMgalhKWOmc8qXPG4/f6sNe0Yjlci+VIHe5eC55+K71bDtG75RD5t1w2ov9K6twJDDR1YdpfRf7Nl0ZcCBsnlYFCQPT4sJ1oJHnamLBjrccbJWEgQMqs0GLGXtdGy4ubcLb2AFLEJO/G0MLE53TTuXYH3R8ckKIYSB3ec1deHPIaW4830vLixmAkS5udRsFtl4+IWvRsPkjnup3DbtPmpmGcWIpxUin68rxhqWV+t4eu9XvoWr83GHUwjCsk/+ZL0eUO33B1dfVLdRx7Tp4WMalJZC2dTdq8iaGL2EWR9je20r1pHyCljJV8/RoUmgjC0S9iPd4QHB8NQ0UBqqREvFYHpn1VZF05e9j9giBgGJOPYUw++asW07/nJL3bjuBs7cHZ1kvbq5tpX72VrCtm4bU6gk1SAQS1isTibBJLc9GX5pJYmoM6+XTa40BrD+2rtwbnC5Ayaxw51y1AG6F/EQwRM1HSKBVqFSVfvYbmFzbSv+MYfduP4rM7KbpnOQq1CoVaRe/HR4MpbSBFyPQl0nwTS3JJKMpCqdPQ19cHr0pC8VyFTIDAsX190Y034CzEzM6dO/nyl79MY2Mjojh8K0QQBHy++IvsZM4ei9PDppNSWHjFNDnFTEZGRgbgjjvu+KSn8KnjbARNQMio1WqMRiNOxwBNT61D2SQtMpKnjqHwrqUxdT5XJyVS/t0baHtjKz0fHsB6vFGqo/n6tSQUZA4bK4ri6UaEIRa0SeOL8LvcJI0vxlBZjKEiP+JiNoBCpSSpsoikyiLyVi3G2d6L5XAdliN1OBo6QkaWUmaNo+31j/A73ZgP15I6a1zY86v0OgwVBZKr2aGaiGImkGJmqCgM2ZTSdKCaxifekX4RIP3iqeReNz9k9MHv9VH1m+dxd5kA0OakUfDlkcIkQPemfbS9/pF0aqWCrKVzyFo6O+S1Nk4qpWvDHgxjizBOKsU4qWRYpOJMGh5/O1hor04xkHfjIpJnjA2ZxmSrbqF/l+Qapk5LInvpHFIvmhA2tVD0+2l5YVNQSCfPqKDo7uUoQkTvhuJs7ZZSIYlNzAhKBcnTxtC79TCm/SPFzFCUiToyLplG+qKpDDR20vvxEUx7T+F3eVDqdSQUZeN3e0gszSOxNIeE/IywrnWiz0fdn98IRnD0Y/LJu2ERiSU5UecMp9PMYul3IygVFN5+BSq9ju6N+zAfqqH+L2so+ca1KBO0pM2fhKAQSCzJIbE0N+o57XY7DofjnIVMgKSkJFwuV0xj4xYz3/zmN5k1axZr164lNzdXbvj0CfPekQ7cXj9jsw1MyP3k/M1lZGRkZD79xCNohgqZ9PR0vF6p07mzrQe9oJDqY5bOidmBC6R6hPxViwfraDbi7jEz0Nw1UswMSWsJZQCQfdU8cq6ZH/PjhpyLIJCQl0FCXgbZy+bgtQ0Ee78MRZ2UiHFCMZaj9fTvOhFRzAAYp5RjO9WM5Wg9os8f0gLYN+DCfEjarU8Jk2KWNKEEdZoRZaKWglsvR18avhm2QqUkdVYlXev3kL1sDplXzIpYa2ScWk77W9tJLMqi4MtLRkRMhpJQlM2k//l2zH1IMi+bie1UM5mXzyRr2ZyIQjd17gT6d58kdXalJGKiiJL+3SeCQiZt/iQKvnx5xFTFAJbBKIc6zYg2O3wEcSgpM8fRu/UwA01duLpMaLNSIo4XhMGFf0kOeTdegmnvKZKnjUFlSCB50OkuGoJSSfbyufR8cIDclQsxTi2Pa50dMACIlGZ25pzzbliEKimR9tVbsVU107V+L7krFpB/0yUxP26gt1VKSsqoCJkAsTb+jVvMVFdX89prrzFmTPjdBpkLR6BR5opp+bKwlJGRkZGJSiyC5kwhoxhcMCq0anKunkFGXk7IKEaspM2dgC43HcuRupCF8v4hvWWEEIvyeARUrIQSMgFSL5qA5Wg91hMNeCx21Mbw3eSTp5bT9upmfHanZBowtnDEGPOhGkSPD0GlJGV66PWUUqum/Hs3okkzhu2JMpSspbNJnVMZMd0vgDYjhYof3oIuLyPqtRQUAkIcDRWTJhQz/r/vjckxTqFSMub7q2I+d+qcCdiqWlDpE8i94eKY1z2BSJFxQnHMx+jH5KEyJuK1ODDtryJ72ZyY56nUaUhfODnm8UNJXzCZ9AWT4u45JPr9eMzxiZkAWVfMQqnXYd5fTfZVc+M6FiRzEIPBMKpCJh7iFjNz586lpqZGFjOfAjrMTnbUSc3J5BQzGRkZGZlYiSRowgmZACmzKzEOMQM6WxKLskksyg55n+jxIaiViB5f1N36C4FxchmazBQpRSlKPxVNmpHEkhwUCVoIEzXQpCVjnFyGQquOWLSuzUyJeY4KtSomIRPgzGjYaBKLkDkbBIVA4e1XgkDMokQURbRZKbg6+2JKMTv9WApSZoxloLkralRmNIlFuIbCZ3dKdT4WO5rU+K9/+vxJpM2beFYb42q1Gr0+vMA/38QkZg4fPhz8+f777+ff/u3f6OjoYPLkyajVw3NUp0yZMrozlAnLW4daEUWYXZJKQWpsoTgZGRkZGRkILWiiCZkLhTpZT/7Nl+Ix2/Ha42u2eT5QqFVU/vzuiAs9n9ON9XgD6tQkxvy/L0VMfzKMLcAwtgBRFLEcqcPn8mAYVxjWVvhMwqXEfRGINyonCIJkPpCfgaOpk8SSnKhiy3ywBmd7Lylzx5N/86XnMt0LhkKnIXv5XNz9VhS6+HveQOwC8UxUo9DY9lyI6dGnTZuGIAjDCv7vueee4M+B+2QDgAvLmgNtgJRiJiMjIyMjEy9DBY3b7cbl+v/svXd4XPWZvn+f6ZoZ9d5lS+6929jYBhsMxhjTA0kghEBCAuwvbPIlyW6yu9kUkk2BbAgJELIkgdAx2AZjcMe9d8uyepdG0vQ+c35/HM1YZaotA0nOfV26JEufOXNmNBp/nvO+7/N4LknIuNtMaPOzLvrq8kB6Pj6Bq7ET4SYFxqrk/p+zHK/FUFUc1cI2HkGff9jMSbyNXuMf38N2qp6MOeMpv+/6hO5HEAS6PjqEo6aF7CunUnJX/PDxoNdPzc//hq4oh+I7r0po2BskR6/L0Z53OXG396DQqGIaDoTo+vAgmuy0iBlGgkKg7bVtgOSsFk/MtK/bhae9l0K1CkN55OF7n8VO0ONLqhp2qQTcXuk1Nmv43JagEGh9dQuIkDquLKKpxD8qCYmZfxbryr8najptnG63olII3DAl+lCgjIyMjIxMLEIVmVAg9sUKGfPhczS9uJGsK6ZQcqd0Nbt78yECLm9Up6xYxLJmjkXPx8dp+dtm9BWFjH7kloSc1gbdbyBA7ZNvkFKSS9GtSxIefE+bPArbqXpsJ+sRA4GEZh6CXl/YYto4vizOaonOjfvwmix4e20Urr4CEhAz7s5emv5vIwUr5yc06+Rs6KB33xmK71ia0NV6b6+NoMcb00ggfC4dvdjPNQ+zwB6Ko66N+mfeQWVIoepbd8asRPXtP0P72ztBAIVGTdrkUYN+LiiVKI0pBOyusKtZLLS5mXjae/EOCIccSMDtpf537+DtszHqoZtimjPAyAhJv9NN/dNrcda343e4hz1/glLZ32bmDM/OXE4Cbi+WIzWIYxNzWrucJPQXWl5efrnPQyZJQoP/S8flkWlI7o1aRkZGRkYmRKgiE8LhcCQ1yDs0wNB2qh6/cwEBu4v2d3Yh+gOYj5yj9PPXREwtj0YoNDMZMdP14UFpUxs+SDD64ij07jktJZ3Xt+OobaX8/hsS2qSnTR1N66tbCLg82M+3kjouvjhxnG+TLKgFIhoFDMXdZqL7w4OANLStK8qJuV4URXp2HKftrR2IPj/NL33IhB/eH1Wg+R1uOt75mJ5dJ0AEw+jCmIGe3h4LXR8coHfPKfSji2IO8/vtLjo27KVn5zHp2JXFpBRHPn/riToant+A6PMjCAI+sz2qmLFXN9P8l00AGKpKMI6L/Dyq0/RJiJkMADzd5og/l8SklYDDTe2Tr1N+38qoNtzeHgs1v3iVzHkTyL5i8kVVcvw2J7X/+5YUoClEn6tRpxslMWMeLmaCPj++Pjua3PRLMowK+vz0fHyCrvf34be7yLpv+UUfa6S4qCa3mpoatm7dGjE08wc/+MGInJhMdIJBMdxitmaGPPgvIyMjI3NxDJ2RcTgcSeXQBH1+Wl76kL79UmaKobKIiq+uRqXXoVApyVk6ne7Nh/G093L+l6+Ss2Q6BasXJlQtCVVmIrmZDVsrinRu2EPne/sAqZWo4qurUeo0OJs6sR6vQ2nQodLrUBp1KPU6VIYUlAYdyhTtoKvmWVdMkjbe63fjbuvh3BMvU3zHUil3I8YmUJOZSkpZHq6mLqzHahMSM7bqJgBSSvOihoeGH2NQpOVvmxEDQTQ56eRfH9t1yme20/zXTRcyXzJTKb3n2ohCRgyK9O07TdvbOwnYXQDoinPQZEeOfPCYzP0i5nRYMHo6e/FZHKjTBw+CB31+KXhz436CLkk0a3LSCTgjz0L17jlF80sfQlBEk53G6EduiSoA3G0m6p9dhxgIoi3IouKrN0YVv6pUPdCDb0BafTRCA//RxExKSS5jvvU56p5+G6/JQsNz6yi+/Spylk6P+Hj8Fgfdmw7SvekghjElZF0xiYwZYxLKRvKZ7dT+75t42ntBIVB273VRBaY6w4iruQufefhjdNa1U/vUGyj1WlLKJQtpfXk++vL8QaGd0RCDQfr2n6Fj/V58vdJ7hKBW4u21xb3t5SZpMfPcc8/x0EMPkZOTQ0FBwaA/bEEQZDHzCXCoqY9WswujVsXyCZGdYGRkZGRkZGIRadg/mRwav81J/bPrcNZKF9cy502g5O7l4c2kQqOm6JbFZMwaS/NfP8TdasK07SiW47WU3LWctEkVMc8vGG4zi92uJYoibW9ux7TlCCA5j5V/5YbweTgbOoYl2A9CkIIPlQYdectnk71oCvnXzcU4poTGP72Hr9dGy0sfYT/bRMndy1GmRB+uTp9aiaupC8vxOopuj9+iZT8riRljAsKnd89JHP3PdcnnlsVsfzMfPkfL3zYT6DdPyJw7nuI7roronOZq6abllc0466R2N4VOQ8GqBeQsmT6sAuDpMtP5wX769p0Ou7qp0g3kXTuH7IVTBp2TKIpYjtTQ/vZOvD3S60mRoiX/+nnkLJk2THSIokjXBwfoeHcXALqSXEZ/4+Zh4iiEz2yn7um1BF0eVGl6Rn/j5pgzUqp+O+1EKjOa/sqMr88WcX4KQJufSdW3P0fDM+/gbOig9bWteHutFK65crA4XjAZEOjdcwpfnw1HTQuOmhZaX9tG5pzxZC2cjL40L+J5eHus1P7mDbzdFgSlgvL7b4gZxBp6rvwR2sycTZ0ABJwe7GcasZ9pvHC7DCP6igJSyvMlkVOWH36di6KI9VhteI4IAIVA9hWTyV85H1vQS7DuWPQn8xMgaTHzox/9iB//+Mc8/vjjl+N8ZBJg7RGpxWzFpAJ0cd7kZWRkZGRkhhLLtSwRQeNu76H+mXfwmiwAFKxeSN6KORE37/ryAsZ+5266PjxE53t78fXaqH/6bTLmjKf49qVR24cSqcwMTYTPmD2OsntXDJpXURl0GCqL8DvdBBzShxgY0FUiEv5+SECBVGUa+70v0PKXD7EcO4/50DmcjZ2Uf3ll1ET2tKmVdKzfg6/XirvVFNP+2G934WrpAiA1zryMz+YMt89lzB5H6sTI7f8Bp5vW17aGK2WhwM1IA+MBl4eODXswbTsaFiYZs8dRdMviYQPyns4+Ot/fR9+Bs9BvBqXOMJK3Yg5ZV0wettl3NnTQ+ub2sNBFIZB95TQKbpgf8fctBkXa3tgmnQv9lbUHb4wqHANuL3W/W4uvz4ZCq2bU19dErSKFUKdJTnEJtZmFrJhFqaUsWpuhOlXP6H+5jaYX3sN6oo7ujw7h67NRes+K8HOiyU6jYNUC8lfOw3amid7dJ7AeryPo8tCz4xg9O46RUppH1hWTyVowMVyt8XT1UfvUm/j6bAhqJRUPro57ASD0e4vUZpa7bCZpk0fhbOjA2diJs6EDd2s3YiCIz2zHcvQ8lqNSkGvRrYvJXTYL+7lm2td+jLOhI3ycjNnjKFi14EK1rLcXr9eLWq1Go/l0xh6SFjN9fX3cfnviAUcyI4vXH2TDCenqidxiJiMjIyOTLInYL8cSNI7aVlpf2UnQ5UFQqyi7d0VEB6mBCEol+dfNJX1GFS0vfYTjfCvmA2exnWmk+Palw9pmRFGMOzMT9AdofnEj5kPnAMhaOJmSu4YnwmfMGjdoMy+KIkGPj4DDPUDguPA73BiGuKap9DrKH1wlzZ28uR2vSZp/KLxpIbnLZg0b6g61Znl7rFiO18YUM/ZzzSCCoFJiqIzt1tb+5nYCTg/KFC1Ft0ZOZrefa6bpxQ/w9UltP8YJ5ZR98dqIzl2W47W0/G0zfovUjqTNz6T4zqsjiirb6Ubqnn77gojJSiXv2jlkLZgU8XfT/NKH9O46Gf532pTRFN58JbqCyNlEQZ+fphc/wHJY+j2mzxxL2b0rov7exUCAxufXS/MjCoHyr9wQNa9oIKHKjM8av81MnZGKoFIi+gN4us0xZ6aUWjUVX72R1le30rPzOOZD5/BZHFK75YDWQUGhIG1SBWmTKvDZnPTtO0PvrpN4OntxNXfRvnYnmfMmAOBqM1H3mzfxW52SWHtoDcaxJfEfYwwxIygU6Aqz0RVmh4Nqgz4/7lYTzsaOsMjxdPaSUp5P01820bfnVPj2qRMrKLhpYcQqkiAI9PX1fWqCJmkxc/vtt7Np0ya+9rWvXY7zkYnDjnPdmJ0+clO1XFEZe/BPRkZGRkZmIMnkyAwVNFqtlqDHS/NfNmHwK1Cl6Rn1tZuiVikiocvPovL/u53eXSfC8xn26ubhYiYQDG+ehQgdCGIgQMOz67CdlNxWc5fNpPCWxQkNNguCgFKnQanTxL2aH1qfs2QahsoiGv+4AU9nH+1v70Q/qnCYZbQgCKRNGY1p21Gsx2opWDk/6nFDLWaG0UUxW8ZsZxvDlZbCmxdFbLsSRZH2d3f1X8VXUXTLlWQvnhb1+Qh6/fgtDgS1ivzr55G7bGZU8WAYU4wqTY9CpSTvurlkzpsYM8hU3S8adCW5FN2yOGbVSQyK1D/zTvi5yF4yneLbl0Z1/hJFkZa/bQnPAZV8bhlpk0ZFXDsUVWqoMhNfzAgKAU1uOp72Xjxd5gTWKyj+3NVostNoX/sxjvOtnP/lq4z9zt0R52LUqXryls8id9lMnHXt9Ow+iUKjRqnT4GruovY3bxJwuFGmaBn18M1x3dLCx+2fffFZHQk5qCnUKqmtrKIA+jVywOVBoVHh6eilb88p9KMKKbxpUUwxpdFoCAQCmEwmcnJyRkzQ+P3++Iu4CDFTVVXF97//ffbu3RsxNPPRRx9N9pAySRByMVs9rQjl35lfvIyMjIzMp8fFBGIOFDR6vR6lRo2+IhudO8ior910UVkWgkIg+8qppE0ZTfu7uyi85cpha8QB7V4RN9n9V5ltJ+vJv2E++SvnX5JDUyKklOQy5jufp+21rSi06qjZN2nTKjFtO4qruQtvry3qc2SrbgZiWzIHfX5a/rYFAP3oQrKumBJxnSAIlN2zguaXPqLkrmVRqyAhMmaNxdPZS9b8iXEzXBRqFZWP3oo2LyMhu+nca2ajyU0nc+6EmMGhIL0W0qdVYj/bFLNVMYTf6sB6ShKwedfNJXtR5OcjEiGR5be7EIPBuOemzc2Q7JmjmAAMRRAE8q6dgzozlea/bCJzzvi4A/6CIGCoLMJQeaHTRpWqR6nXgiBQ+cgtpESZp4lEuAoXFPHbnFHnjWIRau3LWjAJdWYqqRMr4v5tCYJAZmYmVqt1xASN1+vFYrEktDZpMfPss89iNBrZvn0727dvH/QzQRBkMXMZsbl9fHhaGuBaIwdlysjIyMgkyMUImRAhQWM2mzEYDBTfeRVZ2dlJ57cMRZ1hpOyeFRF/FvRfCOCONDMjCAKFaxaROqGM1PGfXHyEUqum9IvXIgbFqGuMVcUoU7SSRXNNM1nzJg5b4+2zhTfJ0ayEQWrPy7tmNh3rdlNy9/KYV9q1eZkxrZEHHVcQKLhhQUJrgYSsqUModRqy5k9KeH3OkunoRxUm1CqmTjcy5tufo3fXSfJXJX7+AKr+mRmCIn6HG3V/pSYa2lxpJsQTJWsmGplzxpNSmoc2/+LCNNUZRiofvY2g15fU8x66bQifxX5RYiaEoFQmXPUC6TWVnZ1NT0/PJQua0PuVMgHxDBchZuQAzU+PD0514vEHGZ1rYHJx/NK4jIyMjIzMpQiZEKmpqfj9frxeL8oU7SULmXgoNCqK71pGwOlGEyWtXRCEYUImmvPUSBNLVAhKJWX3XY82PzOcVzIUTWYqE/77fqyn6tFkpiKKYsSr34JCIHvRFDLnTUChVuHts6FK1cds8woRcHsJen3hisRnmUSETAhNVhoFN14R/rff4Uap18atHiiNKRTctAh1hiEhS+SMWWPRFWfHzfKJRLzKWDyGtj8m+hgFtZKi25eiTjfErbhdDhQKxSULmoHvVykp0YNSB3LRf/Fer5f6+noqKytRqS7/G4cMvNPfYrZmevFlL6fLyMjIyPz9MxJCJoTBYEAUo1ckgJhtVcngbOig9W+bASkcMhFEUaT6R39Gk5VG4ZpF6Ms/uWRyn81J0ONFm5MBMCyBPhKa7DRUxhROf+85VGl6Jj3x1ahrFWoVYlDk7A9eQAwEGf3wLVEdzQA61u2m8/19GMeWUvn/3Zb04xEDwajBjMPWBoOIgWDCItLvcMfN1EmGut++hc9sp+iWxTEDPrve20vPxydInzkmYrUMBovh8CzJZ4D637+Dt8tM4ZpF4eH9gXhMFtrX7sRR08qE//5yQmLtYrGeqqdn5wkKV18RUehdiqAZ+n7ldkfOIhp2n0k9AsDpdHL//fej1+uZNGkSTU3S0NYjjzzCE088kezhZBKky+Zm13kTADdNl13MZGRkZGRiM5JCJkSsi5edG/dT/d8vYj/Xcsn3M9CSN+DyJnQbZ1073m4L9urmhII2YxH0+hJe6+ns4/z/vELd/76N3xbf9ncgocDBaPbUAwk4XGFLaVVq7PXK/uMl4tw1FJ/ZzrknXsLc7y4WCzEQoOn/NtLw3HrEQCDu+p6Pj3P2P/8UzjyJh+V4LW1v7Yj684DTjaupC7/FIc2ZXAJ+h5uan/2Nrk0HLuk4I03A48PV0IHf5oxqVa3UqrEcrcVvc2I5VnvZzkUMirS/swvr8Vpa39gedV1I0KjVakwmE15v/L/hS3m/Svqd7bvf/S7Hjh1j27Zt6HQXlPXy5ct59dVXkz2cTIKsO9ZOUISZZRmUZ3/2S8YyMjIyMp8efr9/xIVMLLq3HKbj3V0EPT56Pj5+yccbGO4YcCV2dbbvgOT4pSvOISWJ1iAxGMRyvJaOdbsBcNS1cfrfnqfrw4MEvfHdlPx2Fz6LHW+3mfpn3klKCIVslNWZ8atZPssFYaKK0noX4kKmSnJixt3RS80vXsHdaqL5L5vw211R1wZ9fhqeXY/5YDW2k/WYD8YWP6Ydx2h5WQryjBliirRp7li/m4bfv0v3R4fo3Xs64jr7+VbJ9U6hiGtvHY+ujftwt5loX/sx7Ws/jluFHEm8PdaoFwGc9W2SiBXAMCayo5gqVU/aFKka2DvATnmkMR+qliyxgcLVC2OuTUbQXOqFl6QvXaxdu5ZXX32V+fMHO4dMmjSJ2trLpwb/2QkFZa6ZIQ/+y8jIyMhERxAELBYLOp3uExEyph3HaOu/Sps6sYLSL14LSEP8glJxUW3RqgFX2QNOT9z1YiAQriTEajUaiM/qoHf3KXo+Po6v1wYCZM6fSOf7+wk43LS/vRPT1iPkr5xH1oJJUZ28DJVFlH3pehqfX4+zoYPGF96n4sFVcd2yIEkx058dIigVqAyxKzOhTJWA05PwHJGjvp36360l4HCj0KqpeODGqBWjgNtLwx/exd7vyJa/cj4Zc6M/76ZtR2l9bSsAhqpiyr50fdS1Aaebpv/biLXfdls/upDUCZEd30L3r6/Iv+Q5roLVC/GYLFiP1dK16QABl4fiO68a9nsM5RQptOpLavn3WRyYD5/DfKgaZ1076ixpjmroMUMiR1ecG7M9L2veRKzHarFXN+Hts6EZ8pryWex4OvtQZxhRZxiTbkUTAwE61kuCP31aVUIteIm0nI1EBTlpMdPd3U1e3nCbOIfDIc9xXCZqu+2caLWgVAjcMCUxr3EZGRkZmX9OtFotSqXyExEyvXtO0fqKZB1sHCultoc2zi0vf0TfvtMotFKmi0I34HOK5sL3U7RkXzFp0MCyQqcFARClzW08bGeaCPRXETJmR99Ui6KIs64N047jWA6fC7dtARjHlxP0+in94jV0bdxPz87j+Mx2Wl7eTNeHhyi48QoyZo6NOPyfMWMMvluX0PbGdqkF5/XtFN+xNO6+KNRmNnTjGQmfRRIzqnRD3PyQgUP/fpsTTVZs0yDryXqpVcznR2VMYdQ31kSdOfI73dQ/vRZnvRTgXXjLYvKWz4p67O4th8Ni1zi2lIqHbkKpjbyRdrf3UP+Hd/H2Z7tkXzmVotuXRjU8sJ/rt7ceF93eOlEUahUVX1lF80sf0rf3ND07jxNweSi7d8UgIRv0+jn52NPQn1ekSNGiTNGEjTEU/Z+VKVo0OWlkL5oavq3f7sJy9DzmQ9WSSBlQ/RG9fny91mGD++HHGCc0M3XyKJTGFAJ2F337zpB/3dxBP7edbqT5L5vC/1bqtWFho043Xvg6w4iuOHfY7FvPrpN4uy0gCBSsvoJEiSVoRqoVNmkxM3v2bDZs2MAjjzwCEP5Dff7551mwIDmbPJnEeKe/KrN4TA7ZxkvrCZWRkZGR+ccmGAySlpZ22YVM34GzNP/1QwD0lUVUfG31oPDHoNsLovQ56I7dM582edSgTZygEFDqJHvjRCozoRYzQ1VxRAOCgNuL+eBZTDuOh9tkQJrNybpiEtlXTkWbd8FKt/iOq8i5eiadG/bQt/8M3m4zTS+8R9emAxTetDBi9kbu1TPx9towbTlMz/ajaLJS45oX+MzJt5mFghFjEbYhBvzW2GKmd+9pmv+6CYIimuw0Rj9yy6DnYtA52JzU/e9b0nMoQMldywZt1ofSvfkQbW9KMy/GcaWMeuimqBUB85Eamv/8AUGPD0GlpPjOq8leODnqsf02J+5WaZY4dWx0e+tkEJQKSr9wLcoULaatRzAfrCbg8lLxwA3h8w66+l+Poii9Pl0eojUWppTmkTF7PNZjtfQdqpbCPoMXBLQiRUvG9CoyZo/DOLZ0mOlCwOPD2SDNFxnHxH6MCpWSzNnjMG07St++08Mye4a2DAac0t+Wu61n2LEKb75y0Gs36PWFWwMz509M2jI6kqABRqwVNmkx85Of/ITrr7+e06dP4/f7eeqppzh9+jS7d+8eljsjc+mIosjao22A3GImIyMjIxMfr9d72YWM+UgNTS9uBFEkpTyf0V9fM6zNp2D1QrIXTyXgksRMwB39c6R2JqU+JGZiV2YCbi/WY+cByIzQ6uSobaXu6bWDBFVKaR7ZS6aROXtc1M21NiedsnuvI++a2bSv2431WC3ulm7qn16LoaqYwjWLMIwebMhTdMtifGYblsM1tL+9E3VmKpmzx0U8ftDnx2+VDAMSqcz4+9vMEskOUeg0CGoVos8f1QRAFEW6PzpE+9s7AdCV5DL6G2uiiiVvr426/30TT2cfKATK7r0utnvYhwfDxzZOKGfUVweL3fB5BIN0rN9D18b90uPLMFL+wKq4qff2Gqn9SlAp0Y8eua4VQSFQdNsSlAYdnev3YDtVT91v32bUQzdJ1ReDjqpvf46gy0vA7el/fXv6hU3/67pf5GjzMml/eyc9Oy/MkSk0KtKmVpIxexypE8pjtgA669ok8SOAYUz8PWDmgkmYth3F09mHs6Fj0HOYd81scpZOx2ex4zPb8Zkd/Z/7Pyx2/GY7PotjUF4NQPfWI/itTgSVkoIb5l/EszpY0HR3SxcUNBrNiFSQkxYzixYt4ujRozzxxBNMmTKFTZs2MXPmTPbs2cOUKYknscokxpFmM029TvQaJddMTNyHXUZGRkZG5nJgP9eC+aWtEBSlDfDDt0R0WdIVZF1S3oZSr4Mea9zKjPVEHUGvH0GpIH3G2OHnUZwLSJvejFljyV48DX1FQcKt8bqiHEZ9dTWO+nY63tmF/VwzjvOtOOrah4kZoX+TX2dx4Khto/nPH6BOM0RsEQrNwEByMzOqBCozgiCgTtPj7bFGNAEQgyJtb+3AtOUwIA2Wj/ra6qhuWZ5uM7VPvYmv14qgUlJ+/w2kT6uMev+dH+yn451dgDRHVfHVGyNu2gNuL41/3IDtVIN0HlXFlH/lhoSycULzMobKohHPFhIEgYKV81GmaGl7fRuO863UPvkGox6+GXWqPq7QGnqevXtOkTqpgszZ40idPDpqm92w2/bPy6SU5KHSx7ezTinJRVeUg7vNRN/e08POU6FWoc3JCFuIR0IURRgQCut3uunedBCA7MVT47YsxkKhUJCWlobJJFXURqqCfFG//crKSp577rlLvnOZ+IRazFZMKkAf4YqGjIyMjIzMQC7n/KooirS9tZ2UQBBtYRaVj9wyopkhAwlZ7cYTM337pRaz1EmjIp6LUqeh4oFVpJTmJWSBHA3DqEJG/8ut2M82Ydp2lJzF0yKuU6hVVHztJs7/4hU8nX00/OFdxv/XfcPuOzT8D6DOjC9Qwm1mGYk5mqrSDHh7rPisw+2i/TYn5oPS85Y+YwxlX7oupiAwbT+Gr9eKQqOi4murh4WVDsRjMtO5QWpJSp00iooHV0U9tkKtQvRLls45S6dTdOviqEYLQwmJGeMItZhFIveqGShTtDT/dROu5i6sR8+TfWX0trpIGMYUM+lnX40qFGMRmpeJ5mI2FEEQyFowkbY3d2A+WE3RbUuSFnqCIIDywntI96aDBFweFFo1+SvmxrhlfLxeLz09PajVkpjr6em5qGDNoVzeOrTMJeELBFl3XBqwk7NlZGRkZD59fD4fjz/+OFOmTMFgMFBUVMQ999xDW1tb3Ns+/fTTVFRUoNPpmDdvHvv37x/0c7fbzTe+8Q2ys7MxGo3ceuutdHYmlscxEK1Wi98f31L4YhAEgZK7lpFSlkflo7ehStXHv9FFckHMRG8z89uc2M40AJFbzEKkTii/JCETQhAEUieU989+RN8kqgw6Rn3jZtQZRgpvuTLifXv7xYwqVZ/QhjNkAJDIzAxcMAHwW4ZXZtTpBkY/fAu5y2dRfv/KuPdfdPOVZM6fyOhHbo0pZAC0ORlUPHgj6TOqYgoZkGZUyu+/gbL7rqf4jqsSFjLePhuerj5AmsW5nGTNn0jFAzeSd/28pIUMgKBQXJSQCbi9OBv752XiDP8PJGPOeFAIBFwerMcvzWU46A/Qt/8MALnLZl3S3/vAYf+cnBxycnKSyqGJhSxmPsN8XGOi1+Elx6hhUVXinvkyMjIyMpcHp9PJ4cOH+f73v8/hw4d56623qK6uZvXq1TFv9+qrr/LYY4/xH//xHxw+fJhp06axYsUKurq6wmu++c1vsm7dOl5//XW2b99OW1sbt9xyS9LnGAwGsVgsl7xBiIa+vIAxj9+d0OzGpaDNzyKlLG9Y//5ABLWKks8tI3VSBWmTR1/W80kWbU464//zS2QvjNyCr9RpMVQVo0+gZUkURVJK89EV5aDJTqzNR1uUTUp5ftQWtpSSXIpuWZyQhbSgVFB2zwoMlYldWE2bPIqKByK3lg1FZUxJ2E47jAg5V81AX1GAvjyxFnx1ZioppXkX1SaVPq2SwhsTd/AaCUR/gNyrppNSmoexKvGZaXWagZzF06SZrqrERVAkFCol475/DwWrFpC7bOZFHyeSa9nFBGtGQxA/yVSgTwGr1Up6ejoWi4W0tIvv8/s0+JdXjvDO0Ta+dEUF/7l60qd9OjIyMjJJ8ff8/psMBw4cYO7cuTQ2NlJWFtkidt68ecyZM4ff/va3gCQ4SktLeeSRR/jOd76DxWIhNzeXl19+mdtuuw2As2fPMmHCBPbs2cP8+YkN3VqtVv7f//t/jBkzBmBEWjhCeL1e3G43t99+O1lZg2dhTDuOkVKcg3500acW09D14UG8JgtpUytJm1SR0G1EUYxoh3u5Cbi9eE0WUkpyE1rvqG/H12cjY+bwmaBI9Hx8AntNC6kTysmaPzHuemdjB10bD6BKTaHk7uUx19rONNK7+yRKo56SO69K6HxcrSb69p4ibVoVhsrIrxFHbRuW47WkFOeQOXdCzOMFPD56d53AUddO8e1LYlarxEAAFBeXd/RZwdnUieVIDRmzxkV8zYhBkaDHe1EVoEQJ+gM0PLsObU46uctnh10De3t7ef3119HpdBHfa+LZLweDQXp6evD5fMPer5xOJ1/5ylfi/h8iV2Y+ozg8fjadksqLcouZjIyMzGcXi8WCIAhkZGRE/LnX6+XQoUMsX35hk6hQKFi+fDl79uwB4NChQ/h8vkFrxo8fT1lZWXhNJDweD1arddAHSIO1I9XCEQ+/zUnbG9s5/8vXMB+KnQIfj2D//MTFYDlSQ8/O4zjq4rf8hejZcZyzP3yR7q1HPrHEd0dtK9X//WcpoDKOZTVI8yrn/+cVWl7ZQtAbzQR4MLazjZgPnA07fsXD023Bcuw85iM1cdd6e6yYD53DdrIuoWODlBzfvfmwZAEdhd7dJ+n+8CC9e0/HPZ6gEGhf+zGWw+dw1LVHXee3Oal96k26PjiQ8Ll+0rg7e7FVN8Vc07fvDF0fHKDp/zYO+5nf7qL+9+/Q8Id1iANsn0caX68V28l6TNuOIgYT+ztNJEdmJCo0SYkZn8+HSqXi5MmTSd+RTHJ8eLoTly9ARbae6aUZn/bpyMjIyMhEwO128/jjj3PXXXdFvXJoMpkIBALk5w9uh8nPz6ejowOAjo4ONBrNMEE0cE0kfvrTn5Kenh7+KC2V5gdGsoVjIJE2/D27TiL6AyhStKRNHnXRx3Y2d3H2By9gPpy8IBKDIu42ySEppTixtmxPVx9tb+1A9AVwNXZc9JV7e01LUiJMlWbAb3PiM9vp3BBdqIZIn16JoFQQsLsS2ugDYbcqb7c5ofUBhzSXpDLEnysKtY4FfYnPZVmOStbZ6dOroj7PxgnSLI6jtjXusRVqFSllUoC7M4aY6frwII7zrXS8uwvLsdjzI59Go5K9poXz//MKDX9Yh2tA/tFAxKAY/pvImDW8Mueoa8N2sh77uWY6+o0XLgeebov0hUJIyEo8mUDMS32/SkrMqNVqysrKCAQu/sqJTGKsPSq5mN00vfjvujQqIyMj8/fMSy+9hNFoDH/s3Lkz/DOfz8cdd9yBKIo888wzn8r5ffe738VisYQ/mpubwz8baUEjiuKwY4iBYDhDI2vBpGFZM8nQ9vo2fGY7jc9voOHZdWH3rkTwmiwEvdIGWJeAmBEDQZpe/ADR50edYaT4jsTapYbdb4+V2iff4Mz3/0jnxv3Dggkjoc3NIP/6eYCU3xFtExtCnW4ko7/tqnvz4YSuvmtyM6TzM1nirgUIOKTzVibgTCdoQmImsb2gu70HT0cvABnTx0Rdl9o/yC/6AjhqW+Me1zBK6lpx1EevxBXceEV4Jqnp/97H1R+yOZSAy8OZ779Ay6tbsNe0IAYvTdiIoojPbMdjMkdd07f/DHX/+xYBpweFShl2dRuKo7Y1bOIQScykT60k5+oZAHS9vw9rv831xRD0+nDUtxNwDXcQ9PY/Fk1WWlyjhmSETIhLeb9K2uv33/7t3/je977HX/7yl2E9szIjg8nuYWeN9AcnB2XKyMjIfHqsXr2aefPmhf9dXCy9J4eETGNjI1u2bInZz52Tk4NSqRzmTNbZ2UlBQQEABQUFeL1ezGbzoOrMwDWR0Gq1aLXR++QjJW9fzAxNMBikr69v2KbEeqIubDE81KrY2dQpZaMExf7siiBiUJQ240FR2jCKQcSASPqMKsq+dB0tL2/GdroBy9Hz2M81U3TbEjLnTYx7US9UlRHUSrT9G/lYdG06gLNeuqJf+sVrpUybfsRAAL9TCusMOPo/nB78oX87pQ+lMSU8v+C3OOh4dxed7+8lc+4Ecq+aga4ouqjKXT6Lvv1n8HT20fK3zVT9650IiuiPMW/ZTPr2nMLbbcZ6vI706VUxH582V5oB8pntBL3+mM5rAP7+ykwiYiZUmRETbHkLVUTUGUZSyqIP66tS9aSU5uFq7sJ2pimua5p+dCFsBldTF0GfP6LZgEKtouLBG6n52cv4zHYafv8OYx6/e5i7nOV4Lb5eKz3bj9Gz/RiqdAMZM8aQMWsc+lGFMX83AbcXd5sJd5sJV2uP9HVrNwGnh4xZYym//4ZB60VRpGvjfjrW7QYko4tR37gpavZLqHUzpTQPbV5mxDWFa67EWd+Bs76dpv97n7Hf/UJ4piUaPosDV2s37pZuXC3duJq7JYc4UWTUQzeRNmWwoUaoMqPJiT1fdjFCJsTQ9yujMTHnvqTFzG9/+1vOnz9PUVER5eXlGAyD3UwOHz6c7CFlhrD+WBuBoMi0knRG5VxetxgZGRkZmeikpqaSmjp4UxASMjU1NWzdupXs7OyYx9BoNMyaNYvNmzezZs0aQBIHmzdv5uGHHwZg1qxZqNVqNm/ezK233gpAdXU1TU1NLFiw4JIew6UKmtCArt/vH7a5MG07CkDqpAq0eRmDftb1wQEsCcxgAKSU5WEYVciob6yhb98Z2t7YRsDpofnPmzAfPEfJ3ctiulC5WqXqhq4wO647l7O5K9yOk71kOqkTLmyaA24vJx97OqFz1uRmUHzbUoxjSjBtO0bPrhME3V56d52kd9dJjOPLyL16JqkTK4ZthhX9Lmy1T72Bs76d3t0nyF4U3fZXV5RD6qRR2E7V0/XRwbhiRjNgY+w1mWMKKxjYZpaAmOkXRmIgiBgMxn2+Qy1madOqYooCAOOEsn4x0wg3XxlzrWG0VHER/QFcLd1RgyzV6QYqvraa8798DW+PlYbn1lP56C2DqgvGMaUUrlmE+dA5XM1d+C0OTNuOYtp2FHWGkfSZY8mYNRZ9RQEBl4fuzYdxt3bjbjXh7bFGPUd3e8+gfwf9AVpe/oi+/nZBw5gSKr56Y9RATDEQDP8NRarKhFColJTfv5JzP32JgMNN4x83UPnN21GoLjxGZ2MH5iM1YfHij5A/FD7vzj7ShpjwhSozsS4WXIqQCT+WAe9XFktilcWkxUzojVjm8rH2qFQyvWm6XJWRkZGR+Szh8/m47bbbOHz4MOvXrycQCIRnWrKyssIiYdmyZdx8881hsfLYY49x7733Mnv2bObOncuTTz6Jw+HgvvvuAyA9PZ3777+fxx57jKysLNLS0njkkUdYsGBBwk5msbhYQTPQaSgzM3NQm7m7zRQO9ctZOn34fapV0sY35CSlEKSNr0JAEAQEZehrhfQ1/aF/8yeSOqGc1te2YDlyHtvpBqr/+88U3nwl2YumRtwQu/vbh3TFsd3Bgj4/zf+3EYJBtHmZFN28aPA5a9WgUMCAVi5BpUSp16I06FDpdSj1OpQGXdjyWJOdTtGti8m/YT59e0/TvfUI3m4z9rNN2M82oc3LJOeqGWQtmIhCcyH53TiulMy5E+jbf4b2tz8mbVoV6hg5HnnLZ2E7VY+zrh1HbVtMm2R1hhGhv3XJY7LEFTPJVGaEARWQoNcfs7XQ22vF1SRVJDPiCDCA1PHldG86iLulG5/NGfP5UKcb0WSn4e2x4qxrjypmAPRl+ZR+8VqaXngPR00Lra9to+SuZeGfa7JSybt2DnnXzsHT1Yf5cA3mQ9W4W034zHZMWw5j2nIYdVYaJXdfTdf7+4bdhyrdQEpxDrqi/o/iHHQFFzqYAk43Dc+tD4d9Zs6dQMkXrhkkOIZir2nBb5NER3ocJztNVhplX7qO+qfX4qxvp33txxTftiT8c1dzF92bDg6+kSCgLcgkpSSPlJJcUkpy0ZXkRnzeQy2L0SozPp8Pi8VySUImROj9Kta84ECSFjP/8R//kfRJySROg8nB0WYzSoXAjdNkFzMZGRmZzxKtra28++67AEyfPn3Qz7Zu3crSpUsBqK2txWS60J9/55130t3dzQ9+8AM6OjqYPn06GzduHGQK8Otf/xqFQsGtt96Kx+NhxYoV/O53vxuxc09W0Ay1TAUGiRnT9mMAaHLTSZ1QMez2ZV+6Drjuos5VnW6g4oEbMR8+R+urW/HbnLS+sgXzwWrKv7xyWPZMaBYiJc6mvWPdbulquUKQUu8HiAuQxFTVN29DodOi1GtRGXQIalVCs6tKnYacpdPJXjwN26l6urccxl7djKerj/a3d5AxZ9yw+yu8dTHWE3UEXB7a39zR/5xFxjC2JNyG1b35UEwxIygENDnpeDp6EzIBCAWTJmMAACD6/BBDzISqMkqDDkMCWSmGyiIEtRLRF8B+tilu/ox+VCHeHiuOura4OSiZs8fhbu+h6/199Ow8jq4oh5wl04at0+Zlkn/dXPKvm4u7oxfz4XNYDp3D3d6Dr9eKriCH9GlVKI06dEU5YQETK5TV22Oh7ndr8bRLs0P5N8wnf+X8uK8r86Fq6XFWFKCN094FkDZpFHkr5tL1wX5MWw5jqCwiY4Y0p5RSlo++sigsWlJKctEV5sRtQYT+ebl+MROpMhMMBrFarWi12ksWMiEUCkXClv5JixkAs9nMG2+8QW1tLd/+9rfJysri8OHD5Ofnh/uJE6W1tZXHH3+c999/H6fTSVVVFX/605+YPXs2Pp+Pf//3f+e9996jrq6O9PR0li9fzhNPPEFR0T/mRv+d/qrMwqocclMvn1+4jIyMjEzyVFRUJOR61NDQMOx7Dz/8cLhSEwmdTsfTTz/N008n1uZ0MSQqaCJlPwwcyA24POFk8JzF0+O2D10sGTPHYhxbStsb2+nbfwZfnw3FkCyNgMcXboGJNfxvr2mhe/MhAPJXzEVfEXkWyVB5aV0RgkIgbcpo0qaMxtXSjWnbUZQpmoitROpUPYU3L6Ll5c307T9D1oJJURPtBUEgd/ksmv70PpZj5/F0mYe19g1E2y9mwi5UMfCHDACitDsNZKAgi+c6Fm4xm1oZrr7FPLZahaGqBPuZRmwJiBnD6CLMB6tx1LUhimJccVBwwwLcbSasx2ppfX0r2oJMUsdFzoYC0BVkUbByPgUr5+NuM+Goa0OTlUrFV2+M+1hCiEExLGQEpYKSz1+TUPaPGAhccIFLMF8IoGDVAhx1bThqWmj+yyZSinPR5mWgL8tnzL/emfBxBuK3OsIGG5EqM16vF5VKNWJCJkSix0r6Ho8fP87YsWP52c9+xi9+8QvMZjMAb731Ft/97neTOlZfXx8LFy5ErVbz/vvvc/r0aX75y1+SmSkNOF1s0vLfK6Iohl3M1sjZMjIyMjIyl4F4rkGxQuxC9O45RdDjQ6FRkbUg/sbsUlAZUyj70nWM+voaSu9ZgVI7uLrhae+Bfn0Zy5a5/d1dIEqD1HnXz4u6biRJKcml9AvXUHTrkqhrsq6YEnbcan1ta0wnrYyZY1BnpYJIWJhFQ9MvdLwxHLVCBJIxANAMbjOLhs/mxFErXaBNpMUsROp4SVzYzzTGvXCg75+b8VscYSOKWAgKgbJ7r5Pa7oIijgRzeECaW4o11xTrPkvuWo4qTc/oR25JSMgA2Kqbw7+XRMNSAQSlgvIvX48qTU/Q7aXvwJmkz3koAwVxJDEjCAKZmZkjKmSSIenKzGOPPcaXvvQlfv7znw8aily5ciV33313Usf62c9+RmlpKX/605/C3xs16oJHfXp6Oh9++OGg2/z2t79l7ty5NDU1RU1a/nvleIuFepMDnVrBtZOiu9fIyMjIyMhcCtEqNIkIGQCFToM6M5W0SRUJXc0fCaJl2ISGrFVpelQxZixGfe0m2t7YRt41s2POKXzSSJvdZbS+tpXiO66KWeUSlEpyr5pJ10cH0RbEdpQNuWN54rSZiUHxQpuZMcmZmRiVGU9nH6rUFIIeH8bxie/XUieU0/72ToI+P36rA3V6dEerlOIcBLUK0e/H3WqKaRIRQqnTMOqh1dhrWsiaPynh87oUjFXFTPjhl4e1GcbCb3GgTNGiLcyK60w2FHW6kfL7VuLp7iNr4ZT4N4hDSBCrUvURZ6Q0Gs2nGiOStJg5cOAAf/jDH4Z9v7i4OOFBnRDvvvsuK1as4Pbbb2f79u0UFxfz9a9/nQceeCDqbeIlLXs8HjyeC/7YoTTkvwdCVZlrJhZg1F5UB6CMjIyMjExCDBU02dnZWK3WuEIGIPuKyWTOHocnhpPTJ0XGvAlo8uNfFVYZdJTdK82kOOraEIMi2twM1OmfvmtoSkkuVY/dEfXnoiji7bGgzckge/FUspdMiynIAm4vSmMKVd/+XFQ734GUP3Ajvl4bypT4YibgclN0x1Wo0/To8qMf21hVzPgffhnHuZaItsnR0BXlMOY7d5NSkhe3fVFQKqn65u1o8zNRpiTemq/JTicrO/4MykgyVMiIQZGg2xP1YkDWgkmkThmN6EnMAnsoxnGlUVsWkyV9xliUeh3BKOfyaechJl0P0mq1EQXCuXPnyM2N7SIylLq6Op555hnGjBnDBx98wEMPPcSjjz7Kiy++GHF9IknL0dKQP+v4A0HWHZM87+UWMxkZGRmZT4KQoFGpVOGWs0SczvoOnOXMD16g9W+bL/q+vb02Au5LC/J0NXdx7kd/of5/34pbqRhI66tbqf3Va+G5n88y7s5ezv3kr1T/14v4bU7JJS6GkPGYLJz819/R9MJ7KFO0ce2WBYVAz45jtL2xLSEr7dbXttH22lYc51tjVhosx2s5873naHn5o7ghlPaaFqwn6sLnoy/LjypkAm4vrW9sDwc76isKkhIynxWsJ+o4/e9/pO2tHcOen4DLQ+sb2zj7gxcSCkkdCfwON54oIastL31Iw+/fxXaq/hM5l2RJWsysXr2aH/7wh/h8kjoTBIGmpiYef/zxsDd+ogSDQWbOnMlPfvITZsyYwYMPPsgDDzzA73//+2FrE01ajpWG/Flmd20PJruHTL2axWOTE4UyMjIyMjKfJEqDDr/VieN8K57OvqRv7+k2c/5Xr1L/zDsEEwxfjIQ6Ow2vyULQ4wuHCyZCqK1KqU9+E+zts32iIkiTmYq3x4oYCCZ0v5qstPDjCs2sxCM0nJ/IxjlUyfJZHTHXafMzCTg9+Mx2HHXRz8NyvJa637xJ4wvv4WrpjnlMMRDk/K9ew7TlMM1/3hR3pqZr0wGspxpirkkEMRCg68ODUghsHIJeP80vf0TPrhPRjyeKdG06QNDtxd3WM0y4CWoVliPnCbq9dG3cH/P+7DUtiIFLEzx+u4vap96g9snXIwqakLGGs6nrku7ncpG0mPnlL3+J3W4nLy8Pl8vFkiVLqKqqIjU1lR//+MdJHauwsJCJEwcPQk2YMIGmpqZB3xuYtPzhhx/GtGrTarWkpaUN+vh7INRitmpqEeoEHD9kZGRkZGQulYGBmKGKTCRTgKGkji+TBtGBnj0nk7pPd3sP53/1Gr5eG66mTtwdkl2tvboZv92V1LFUel04QLJ3d+Ln4XdKV/WTmfcRg0G6txym+ocv0vTnTWE76Hh4e23hqoOnqy/pjadCow67evXsPhl3Ay8ohLChgDOGiBh8m34xk8C5qdMkMeO3xBYzuvwsdCXSxdlYQlNfXoAqVU/Q46P+9++Gc1UinqdSQc5iaQjfcuw83R8ejLrWfr6V9nc+pv7pt2n522YCF9mu5Wzuoubnr9D+9k5aXtkS8/n3dPVR84tX6P34BK2vbcXTFVnoO2rbcNZL3Th5184e9nOFSkneijkA9O47E7Vi4m7vofapN6j+8V+wnqpPyGlxKH67i9rfvCll+5jt4cymgejLJAt5T2fvRT+Pl5Okd82hofx169bxm9/8hocffpj33nuP7du3YzAk13e6cOFCqqurB33v3LlzlJdfSOMdmLT80UcfxU1a/nvE5Q3wwUlp3mjNDLnFTEZGRkbm8jN02D+UERHN5WwggkIRHp7u23sacUD+TCxcLd3U/vp1/BYHCp2G0Q/fgr4sn6DPT/0zazn1+O+p+Z9X6Hx/H87mroQ2Z1lXTAbAWd8+LHE9EmIwSNAVEjOJVWacjR3U/OxvtL2xnaDHh1KvjXqVXhRFnE2ddKzfw7mfvsSZf3+ehufW43d5qPn53zj57Weo/91aurccxtVqSvAxSs+1p70XZ0P8+WTDaGkv4ahrT+jxhcVMApUZVYKVGbiQWm85ci7qsdXpBioeugmFRoWv10rDc+sJ+qO/nrIWTiGz3xGs/Z1d4RDKSMcNibqencc595O/xqwQDSXo89P+zi5qfvYyruYuEKRwTaI8DvOhas498TLulm4QBPKvn4+m34RhKCERllKej2FMSeTHuWCSlKcUDNL1QeTqjL26GUQRT0cv9U+vpe63b+NqS0xkA/htTmqffEM6Z4WC8vtvIH1a5bB1KaV50hciuFuGV2cuRkSNJElPmbvdbnQ6HYsWLWLRokXxbxCDb37zm1xxxRX85Cc/4Y477mD//v08++yzPPvss0DiSct/73x4phOHN0BpVgozy+IP6snIyMjIyFwK0VzLkgnWzFowic739+K3OrGeqA9XSKLhbOig7rdvEXB6UBp0jH7klvAVX3d7D6IIiJIocda307FuN6p0A2mTR5E2aRTG8WURnZSMY0vDSfC9u09RdOvimOcRcF4wCYpXmQm4PHSs2y0FhPZv2LIWTqZwzZWDZlGCPr8093G8Duvx2mFCR6FRYTtZF75v68l6rCel+QOVMaV/WLsM4/jSsAvZQFLK8tEV5eBuM9G7+2TMtHu4IGY8nb347a6YgY7SE9Hf5pRkZSZetkvGrLF0vLMLv9WJvaYlaqaLvjSP0ntW0Pj8BhznW2l9dQsldy+PeGxBECj53DJcLd24W7ppfOE9xn7388OCVLW5GVQ9dgddHx6kc/0evN1mzv/yNfKunUP+DfNjzh05atto/uuHeDqlqqE2P5PSL1wTMYMo6PPT9tYOevpDZFXpBsrvW4lxbGSR4m4zhSt1edfMjvr8KdQq8q6dQ+trW+ndc5r86+ahyR7cbZSzdDqGyiLa3tyB/Vwz9jONnPvxX8leOJn8VQvCv6tI+GxO6p56A3dbDygUVHzlhqh/wypjCuqsNHy9VpxNXcOeB6/Xi073ybgaRiJpMZORkcHcuXNZsmQJV111FQsWLCAlJX5ibCTmzJnD22+/zXe/+11++MMfMmrUKJ588kk+//nPA4knLf+9884RqcXspmnFn7ojhIyMjIzMPzbx7JcTFTSa7DSM48uxn2mkd/fJmGLGfr6V+t+tJej2okrVM/rRWwdlwujL8pn8Pw9hr2nGerIe28l6vD1W/BYHvbtO0rvrJIJKiaGqmOwrp4ZTzUFqq8paMImO9Xvo23eawjULEZQxnL4GiJlIQZYgXWm2HKmh9fVt4XYqXWE2xXctwzggyd52upGeXSewnW4Y5vSkyU0nfWolaVMqpWR7pQJDZTH26mbs1U3YqpvxWxz47S7Mh86FW7E02WlkLZxC/nVzLzxGQSDrikm0vbEd86FzFN22dFjezkD0FfmgUEAwiLO+nbQpo6OuBcLPVyJtZqHKTNDrJ+j2xhy+1+ZkoK8owNnQgfnQuZgBlRkzx+K+oYfODXvp3XUSXVEOuVfNiLhWoVFR8eAqan76Mn6bk4bn1lP5zduHCRRBoSB/xVzSJo2i6f824m4z0fXBfqyn6in70nWkFA3OJQq4vXS8uwvT9qNSdpFCIO+a2eSvnB/Rkc1jMtP43AapcgMYx5dR9qXrYoqIro+kfCBNbnrcCwBZCyfT+cF+/BYHXZsOUHLXsmFrUkrzGP0vt2I9UUfbWzvwdpnp+fgEfQeryVsxh9yrZw47d5/VQe1Tb4SDPMu/sipiRWYg+tI8LL3W8GMdiCiK9PX1kZeX96lkzSQtZj766CN27NjBtm3b+PWvf43f72f27NksWbKEpUuXcs011yR1vFWrVrFq1aqIP0s0afnvmV6Hl+3npIE3ucVMRkZGRuZyknCOTARBE4nshZOxn2nEeqoBn9k+7Oo4gO1sEw2/f4eg1486w8jof7kVXf5w5zGFRkXaJKkKI94htc6EKhiO2lZEfwD72SaMY4e7lGbOn0THhj347a64VaLQ8D9EbjPz9lhoeWVr2LlJUKvIXzmP3GWzhm2WXa3dFxzABNBXFJI2dTTpUyvRFmQNu0CpyUoja8EkshZMQuxvD7Kfa8Z+thn7uWYCLg/eHivBCC5vmXMn0L72Y4JuL5Yj52JmpCg0alJKc3E1duKoa4svZvoH0JMxAABpUxzPSSxj1licDR1YjtRQcudVMYVm/vXzcbf1YDlSQ9sb29HlZ5E6sTziWm1OBmVfuo76Z97BWd9O25s7KLnzqohrU0pyGfP4XXSs30P3Rwdxt3RT88TLFKxeSO7VMxAUCmxnGml5+SO8/Xbjuv7A01D1cCiWo+dp+ssmqWVRgPwbFpB/3dxwy14kvH02zAfOApC7bFbMtdBfnblmNm1vbKd390nyVsyNmDkjCALpUytJnVhBz87jdG7YQ8DpoeOdXfTsPEHRLVeGgzd9ln4h09EvZB5YRfrU2EIGIKUsD8ux87gimABoNBrsdjs9PT1kZ2ePmKAJJujklrSYCbWXfe9738Pv94dzZ37+85/zxBNPEEiwb1ZGYsOJdvxBkcnFaVTlJReKJCMjIyMjkyiJCpkQQwVNevrwXI60KaNRGnQEHG56954eVE0AqZ2q4dl1iP4Amuw0Rv/LrRHbqIYiCAK6wmx0hdnkXTObgNONrV80pU8dvjHXZKWSOqEC2+kGeuJUifwhMaMQUERoWzPtOB4WMqmTKii+82q0EVLPAdKnVuKobSNt6mjSJo+KeUU+1mPMWTIdMRjE1dyFvbo5YsikyphC2tTRWA7X0Lv7VNzAR8PoIknMJOBodmFmJv4FZNWAx+i3OCCCMB1I+oyxtL25g4DDje1sM2mTKmKch0DpPSvwmiy4mrto+OMGxvy/z0UUvyC9/vKvn0fn+/vo2X4Uw6gCMudOiLhWoVZRdPOVpE0ZTfOLG/H2WGl/awcKlZLMeRNoeH4DQZcHQaUkf+V88q6ZFVV49ew6SctLUqi7KlVP2X3Xk5pAMKhpyxHEQBBVqj7hwM7sRVPp2nQAv9VJ14cHKLnz6qhrFSoluVfNIHPuBDrf34dp21F8vVZcTV1kzByLz2Kn9sk38XT2IqiUVDywKq7QDZFSJs3NuDt6CHr9KDQXJIRCoSAzMxOLxTJigiYYDCacFXlR93Tu3DmeffZZ7rnnHm699VbWrVvHqlWr+NWvfnUxh/unZm1/i9ma6cP7MGVkZGRkZEaCZIVMiJCgUavV9PX1DbtSqlCryJwnDWP37j45bDNsO9MoCZm8DCq/eUdCQiYSSr2OjFnjKLtnBbqiyFWi0JC8rb9KFI1Qm5kyRRuxtTv/+nnoRxVS/pUbGPX1NVGFDEizFKO+tprsKyYnJWQiISgU6MsLyLt2TtRqQMjsIBFLbMPofkezxo74Bg0ha+YELkgrVEqU/fNCvjiOZiAJTUOl1HliPlQdZzUotWoqvroaVZqeoMtD05/ej9mlk3/DfIwTpOpNy8sfRXX+CmGsKmbsv32RrIWT0RVmk7VwMsoULUW3XIl+dCFjv/cFqcISo4KUPq0SdYYRw5gSxn7v8wkJmYDTTc/HxwFp1mWgGIiFQiNVZwB6d51MyB5aZdBRfNsSxv/gHjLnTww7o0mvm34h8+CNCQsZGGACEBRxtQ630Far1eTk5ODz+ejp6Um4qhKJ0PtVogWSpCszxcXFuFwuli5dytKlS3n88ceZOnWqPOtxETT3OjnU2IcgwI3T5BYzGRkZGZmR52KFTIiQoOnq6orocJZ9xSRMWw7jNVlw1reHN64ARbcuQZmiJfvKKajTh7egjSQDq0TmQ9XkLpsVcV04YyZKmKRSp6HqW3d+Jvc1qePLUGem4uuz0XfgLAWrFkRdq+83ARB9AVzN3egrCqKuDeXMEEistV+dbiTgcONPwNEMIGPWOBy1bViO1RL0+SPOnwxEk5VKxYM30vzXDym9Z0XM34WgUFB+3/XU/PxvZF85ddiQfCSUOg2ln7+GgNsbPpesKyaTtWBS3NYvkKpklY/dgSYz9cJzFwdbdTNBrw+FVk324mkJ3SZE1qKpdH1wAL/Tjb2mJWzVHQ9tXiZl96wI/ztj1jgCbh/qDGPMClkk1GkG1BlGfGY7ruauiCYUGo2GnJwcTCbTRVdoBr5fRaoGRyJpMZObm8vZs2fp6Oigo6ODzs5OXC4Xer0+2UP90/NOf7bMFZXZ5Kd9ei4QMjIyMjL/mFyqkAkRaiOJ1PahK8qhcM0ijOPLLly97UdQCDE33COJQq2i6NYlqFJTSJ0Qec4CpGpK1sLJUcUM8JkUMiBt3AvXLEKhUZM2uSLmWk1mKlmLpqDLz4o4yzQQfUUBQbeXlCgVoaGkT6/EMLowapVs2PoZY/CZ7WTMHocQw0VsIIbRRYz79y8mLC7G/fs9CVc7Qgx0xxMEAZL4vceq2EUiY8YYUv7jS7haugc54SWCUqum9EvXoc3LTPp+h5K9cPJF3zZr0RREXyCmML4UQTP0/crv9yd0u6TFzNGjRzGbzezYsYPt27fzve99j9OnTzN9+nSuuuqqpIMz/1kRRZG1R6U+1pvkFjMZGRkZmRFmpIRMCEEQoh4j79o5cW/fvm43lsM1pE0ZRdEtse2TL5as+RNj/tx+XkpLL/18YmZFAZeH2t+8ScDuYtTX16ArTDzrruO9vWTMGJPUbRIh0avyAKV3L09oXda8iWTNi/3cDaRg1RUJrwXJNKBwTfJxHokImRDJCpnLQcd7e1Gn6smcNwGFZrDbnBgUcdZ3hMNmkyVtYsUInGFkvH02PJ29pI4ffhHAZ3XQs+MY2vwsClbOT+h4FyNoIr1fJSpmLmpmJiMjg9WrV/O9732P7373u9x2220cOHCAJ5544mIO90/JqTYr57vsaFUKrpscXeHKyMjIyMgky0gLmRCCIGCvaaF97cdJu436bU48nb1ht6hPmu4th6n91eu0vPRRwinmCo0aV2OnZBMdI5l+KLazjXSu30P1j/6Cq2X4fMHfGwG3l6D3s5f8/knhajPRsX53zNe8z+qga+N+Wv62md69p4f9vOWVzTS9uJHW17clZLQwEvR8fALb2caYa0RRpPVvm6n7zVu0vbVj2M/b135M53v76Ny4L6m/+ZCgSWSG5pJbYZNaDbz11ls8+uijTJ06lfz8fB566CHsdju//OUvOXz4cLKH+6cl1GK2fEI+abroXvEyMjIyMjLJYrVaR1zIAIg+P62vbqFr0wGa/7IpoYHxECEL34DLE2dlZAJuL+ZD1Rcd2ZA2ZTSCSomvz0b3pgMJ3UZQKlD0n7ff4Y6zWkIURdrXfgyAobIIXXFirVjh2weDCVkkf5K0v72T6h/9Je7G+O8Jb4+Flr9tjjtQbzvbyPlfvErne/vo3hx9n9uz4ziiP4BSrw2bYgwka4FkUOFu6Q7bM0fC3WZKWGxHQwyKtL29k5aXP6LhuQ24O3qjrjUfOhcOcI3UZpizdDoAnvZebGeS+/0nImhG4sJL0jW5r33tayxevJgHH3yQJUuWMGXKlKTv9J+dQFDknXCLmTz4LyMjIyMzcmg0GgKBAPn5+SMqZAAElZK0qWX495+nb+9p/HYXFV+5YVhLTSRCYiZShkos3O09mHYcp2/faYJuL2Oy03G1mnC1dGMcU4xhTAnq1Phzu9rcDHKXzaTrgwN0fXiQzAWTEpo/UBl0eF0eAg5XQudrOVITzuIovGlhQvM3QZ8f+9kmLMdqsR6vpfSeFaRNHpXQ/V1Ogj6/ZLu95xSiP0Ddb94ic/5Eim5ZjMoYOTDd1WpCk502aB7ls4Snq4/ODw7Qt+8MBIMIKiXFty+NuLZn90laXt4MwSCqdAPGccMzjkAKEO3ZcQyA7CunRgw0NYwqJH3mGCyHa2hft4v0mWOGGSGIokjDc+ul+aKZY8lcMBFDZXKB6kGvn6YX38dy5Lx0v6OLos5M+e0u2l7bCkDa5FFkzBo7bI2+LB/DmBIcNS2YthxOut0tVsvZSFWQkxYzXV3Dw3JkkmNvXQ9dNg/pKWqWjsuLfwMZGRkZGZkEUSgUpKenj7iQAUAQKLjxCrzZ2XS9vw/byXpqf/Mmox5aE3eoWZkinU8ilZmgP4Dl6Hl6dh7HUdNy4e5VSlwt3ZgPVWOvbqZn+1EAtAVZGMeUYBhTgnFMcVTntLwVc+ndexq/xUH7WzuoePDGuOeiNOjAZMFvj1+ZEQNBOt7dDUiVIENl9JnYgMuD9WQ9lmPnsZ1qIDjgarzl2Hm0uRn4rA7JNczpJuBwE+j/fOHfHgJON6MeWoOrtZug10fQ6yfo9SF6/eGvgz5/+GeZc8aTPr0Kv9WBz2zHZ+n/3P+1P/Rvix11Zirjf3AvY79zN80vfYSzvp2+vaexnayn6Pal0kD/gI12wOPj3I//Ij1vxhS0Oelo+j+0uRlostPR5KajTjciKAQcdW34zHaCHp/UyubxEfRInwMDvg56fJR8fnn48QacngvPw4DnIvS8ZF0xmbzlg93s3O09dG7cj/lgNfRX99QZRnQFwzNsRFGkY/0eut7fB0gmF6O+viZiYCVA34Ez+O0uBKWCnCXTo/7OC1cvwnK0Fl+vDdO2o2HL5RDebjNekwUxEKR3zyl695xCk5tO1vxJZM6bgCYrtlObz+ak4Zl3cDZ0AJC9eBrFty+N6rjW9sZ2/HYXCp2G4ruWRRVNuVfPxFHTgu10I+72nqTnwCIJGmDEWmEvaloqEAiwdu1azpw5A8DEiRO56aabUMbw5Ja5QChbZuWUQjSqkUlJlZGRkZGRAfB4PKhUl28YWhAECm+8ApUxhbY3tuGsa6f2V68x6uGb0WRGH25W6uK3mXl7rfR8fILe3SfxWy/MqGhy0sm+cipZCyahMqbgd7j6B6rbEf0BPB29eDp66dkp5Xho8jIwjinBWFUy6Aq4Uqeh6JbFNP3pfSxHz2M72xhx6HkgKoNUgQgk0GbWu/cUnq4+EKBg9cJhP/dZ7OHqi726GTEwoO1GAENlMenTqkibVknjc+txNSd2Adl6uoH2CPMOkUgpyaXpxY2QwNxGKEdGV5RD1b/eSc/O47S/8zF+u4umP71P374zlNx1NZpsqcLlHZDxErC7cNpd4Y31QASVkrTJowi4PNirmxM6b+vJetrfTOwx+novzGW5Wrrp3LgPy5Ea6H/I6qw08q6dTdaCScOqI0Gfn+a/fhhuBTOOL6PigVXhyuJQRFEMt59lzBoX0zlOm5dB9pVT6dl+lK6N+8m6YvKgiwDavEwm/vRBzAer6d17CldTF95uCx3rdtOxfjfGsaVkzZ9E+oyqYdVQd3sP9b9bK82kCVB0yxJyrp4RVaBYTzXQt1/axxeuWRTzbzdtyig0uel4uy10bzmcsIHGQAYKGpPJBIDf7x+RVtik3+3Onz/PypUraW1tZdy4cQD89Kc/pbS0lA0bNlBZWXlJJ/SPjtsXYONJ6Q/75hmyi5mMjIyMzMhysTMlyZJ71QxUqXqaX9yIu72H8798ldEP3xLxSjeAIkZlxmd10PLyR1hP1IevmiMIpE0ZRfbiaaSOL0dQXNiU5a+YS/6KuQR9fpwNHThqWrDXtOCoa0f0+fF2mentMtO3/yzpQ1pnMmaPw7TjGM7aNlpf38a4730hZkBiyMLZH6fNLOj107lhLwCZcyaQMmRWxtNl5ux//Sm8oQZpU28cXyYJmKmjB7XLKfXS5lmhVaM06FDqdaj6PysNOlT9n5V6HYJKgSpNj0KtQqFRI2ikzwqNSvpQS18LGjWGyiJUqXr8/UJFmaJFlWFAnW5EnWFEnX7ha1W6AVEUEQQBQSGQs2QaaVNH0/rqVqzHa7GdbqD6v/9MwY0LyblqOrqibCY+8SDebgtekwVPjyVcbfCYLOH7FP0BEASUei1Kgw6FVi09Tq0m/LVCq0HZ/1mhVYerbYJSIT0Hel349iq9dtD3UsrycTZ10vnePqzHa8PPqSY3nbwVc8maNyHi79zvdNPwh3XhamDWFZMpuevqmK8P2+lGPP0zKTnLZsZ8jQDkr5xH377TBFweujbup+jWwc5+KmMKOUunk7N0Oq5WE317T9O3/wx+mxN7dTP26mYUr0qiPHuRNOphq26i4dn1BF0eBLWK8vuuJ316VdRzCLi9tPztIwAMVcVkL5oa85wFhYKcpTNoe30bffvPUHjToqhthrHQaDRkZ2eHxcxIzfQlLWYeffRRKisr2bt3L1lZ0htWT08PX/jCF3j00UfZsGHDJZ/UPzJbznZh8/gpzkhhdnnmp306MjIyMjIyF03m7HGoDDoanl2Hr9fG+V++yqivr4kYqBe6si36AgT9ARQD8kZUBh3Oxk4QRVSperIWTiZ70ZS4bTUKtUqqwIwpIR+pPc3V2CkJm/MtCCrVoPsBqbJUfPtSan72Mp72Xkw7jpN71Yyo9xG6ch6vMmPacQyf2Y6gVJAfIVtHkyu1W/ltLtKmjCZ9WiWpEyuizpZUPHgjgnr4+UcjGWvlUQ/dhFKnRZVuiDjfEQtNZioVX70Ry9HztL66Bb/VSdub2zEfraHqm7dL4YpphkHhqSGCXh/eHiuebjNKvQ5jVeIXdYP+AJN/9Q0UWnVCMyQtL38UFjLa/Czyr5srtcVFabnymCzUP70WT6ckTApWLyRvxZy499W9RarKGMaUoC+NPzqgTtWTd81sOtbtxrT9KDlLp4UrW0NJKc4h5dbFFK5ZiO10I717TmE9UUfQ7Q3/bfTuOUXzSx9Jcz1pekZ97aaYOTAAHe/uwtdrQ1ApKf38NYMuFEQja8EkOtbvIejy0LPzOPnXz4t7m6EEg8FBWVVWq/WigjWHkrSY2b59+yAhA5Cdnc0TTzzBwoXDS6oyg3m7v8Vs9fQiFAm8eGRkZGRkZJJBo9HEtEEdaVInlFP5L7dR97u1BOwuGv+4gfH/ed+wTfjANp2gy4NiQBVCUCopXLMIQakkfXpVwhv4oShUSgyVRf0b6blR1+nL8sm6YjK9u07SsX6PJMqimAgkUpkJuDx0fbAfkAbAIxkLCILA6G/cjDorLaHHF62taSTQJxiOGQ1BEMiYMYbUcaW0rf2Y3o9PkDqhPG4ujEKjRleYfVHZOwqVEpJ4XeStmIOzsZO8a2eTPmNM3HPrWLcbT2evtMH/4rUJ5fm42kzY+x2+chOoyoTIXTYT045j+C0OOtbtpuxL18dcLyiVpE0ZTdqU0fjtLixHajCOL5UG+N/YDsEgusJsaa4nO/YFAEddG6b+WbP8lfPR5id2YV2p05C9cDLdHx3CtP0ouctnDWvRi8XAYf/c3FyAiwrWjETSt9RqtdhstmHft9vtl2fY8B8Is9PLtmqp/3WNHJQpIyMjI3MZUCgUWK3WT1TQ6CsKqPrXO9AWZlF+/w0RN+sDN+cB13BHs6x5E8mcPe6ihUyyFK5eiCJFS9DloXvrkajrEpmZ6d5ymIDDjUKrJu+66CJKm5f5iT2+TwKlXkfp3cup+tc7hw2zf9postMZ+93PkzFrXELhmyWfuxrDmBJGP3pLwsGkpv5ZGU1eBmmTRyd8bgqNOhw82rf/LO72noRvqzKmkH3lVASFApUxhfIHV5E6aRRV37ozrpABMG07CiLoSnLJu2ZW3PUDyVk6AxQCfqsT86HqhG8XybUsmRyaeCRdmVm1ahUPPvggf/zjH5k7V/qD3bdvH1/72tdYvXr1RZ/IPwPvnejAFxAZX5DKuIKLS4CVkZGRkZGJhcfjIRAIjMgVz2TQ5Wcx7t++GHXjGHIzAwi4Ly5rZiRRpeopuvlKgh4v2TEcqEKVmUAMS+ncq2Yg+oPSbEeaYaRP9TNPpJayvzeUKVoq/7/bkrJBzpg1Dm+fjfTpVQm1ag0ka/5EbKfqyZw/EW2UObNESB1XhnFsacLnXXbvdaSU5GIcXxZzFigSmqxUSegJQsLVvVj2y7Fsm5MhaTHzm9/8hnvvvZcFCxagVkt9ln6/n9WrV/PUU08lfQL/TKztD8pcIw/+y8jIyMhcJkRRJD09Hbvd/okLmmhCJujz42zuYtIvHkKp0yR0pTyE7XQjhrEll6WiERqgjobP4gClIjyrEQ2lXkfhTVKrvbuzF8e5FlJK8+LOLoSwVzejH12YVNuOzMgTEgT2cy2SBXFRNsYxJVHXp04sR5OThr2uDfORGjJmjEn8vpSKhKzBEzrWQHtslwfz4Rrp3CI4lAlKBbnLZuFs7KDvYDWZs8cldV+l96xIWDglkiMzEoIm6b+ajIwM3nnnHWpqajhz5gyCIDBhwgSqqqK7JshAq9nF/vpeBAFWT/v7v4IhIyMjI/PZRaVSjcgVz5HA3Wai9qk38dtdTPjhl1HpY+fRDMTV3EXdb99ClaZnzLc/F3VQ+nJgO91I3dNvIygVTPrZVxPewNlONdD2xnY0uelM+K8vx13v7bNR+79votTrqHzkFlISGCK/GHxWxz9l1SgSYiCIadtRspdMiyiSuz46iO1kPTlLp8cUMwC9e07T9cF+9KMLkxIzlwt7dTMtL30ICgWT+y8eDKXvwBma/7wJhU5DxoyqpCo0IylkQlyqoLnod7YxY8Zw4403smrVKlnIJMC7R9sAmDcqi6KM5O3sZGRkZGRkkmEke9JD+P3+pG+jzc8EhQCiGM6BSZTQemWKFnUcZ7ORRj+6EEGlQOwP8EwUV5M0G5uoKOn5+AQERQRIqt3IdraRuqfXEvTF/p2Ioohp+1HOfP8F7OdaYq79pPCZ7QmtE0UR25lG/PbYttgguZ11vr8P8+FzsY8ZDNL05w9oe3M7Dc+uG5z100+oouHtGz4jPhRdofQ783T0RrVF79l5nN59p0fENj3g8sT8PdpONwBS6180pzzj2DIAgm4vzobOSz6noSQjZEJcyvvVRYmZP/7xj0yePBmdTodOp2Py5Mk8//zzF3OofxpCQZny4L+MjIyMzCfFSAoah8OBz+tNekMmKJVkL5TauXp2nYi7+Q4RcHno6w8uzL5yasJXhEVRxNncRdvbOzHtOIYYDNK95TDu9p6kzl2p05A2RcrOC4ULJkIo6DKlJL6YCfoD9O46AUDWwikJtZlJGSGbqfvNW9hO1dPZn1If8fg+Py0vfUTrq1sRfX4639/7ieUQDUUUReznW6n//Tuc/vfn8XT2xVzvqG+n7qk3qfvft+jadCDu2ponXqJj3W5aX92KP4pZgxgUaXl5czgQM6UoRxLaQ1D3ixlfAmImJEADTs+goNcQ3h4LbW9up/nFD6j7zZtSqOpFEPD46Np0gDM/eIH6378T8TGKooj1tOSuljoxehisJis17GJmO9t4UecTjYsRMuHzusj3q6TbzH7wgx/wq1/9ikceeYQFCyQf9T179vDNb36TpqYmfvjDHyZ7yH94zrRbqe60oVEquH7KcO99GRkZGRmZy8VI9KTbbDbsdjsqh4+an72MubQYfVk++vJ8UsryUWcaY4qN7EVT6Ny4n4DDjfnQObLmx89E6dt/lqDHh6BWkpnAendnL+YD1ZgPVYc3ytr8LFJKciX7WkCdlUrqxArSJlZgHF8W9cp1iMw547EcPof9XDM+iz0c3BiNoNeHuz9AMaUsvpixHKmRNsCCQPaVsed3QGohav7rJinlHdCPKoyaL+OzOGh4dh3O+nYA0mdUUfpFad7B2dABgiQ0BaViwGcFgmrA1/3fH4gYFPE7XPgtDnxWx6DPOUuno83LHLI+iOVYLd0fHQqfC0j5KIVrFg07b3ebifZ1u7Eeqx30vVB450ACbi8d7+6SrIZFQBDImBM5S0YURVpf30rv7pMA5Fw9g4KbFkZ83aozpd+zry9+BUlXkAUCIErVGXX64FY+QaUkdVIFliPnsVc3U/2jv5B/3Vxyr5mdkHgN+vz0fHyCrg/2h8WSQqPC2dhB2sSKQWs9nX34eqXXxtCfDcU4vhxPZx+2s00U3DA8F6lv/xkpeFU3IMBUp0Gh06DUaiI+x5ciZEIMfL/y+XwJ3SZpMfPMM8/w3HPPcdddd4W/t3r1aqZOncojjzwii5kIhAb/rxqfS3pKcuFUMjIyMjIyl8qlCBqbzYbVakWfosdv7SPo8mI/0xjO1wDJLjalPB99WX74szrjwsZfnWEkfXoVlsPnMG0/GlfMiANa0jJmjYs6Z+PttWI+WI350LlwRST8mHMzyJg5Bp/ZjirdIG26e230fnyC3o9PICgVGCqLSZ1UQeqkCnSF2cM2tqmTKlDqtQScHswHz8XNEnG1mqC/8pFIm5lpxzEA0qaOjhkQGvD46HjnY8lWF2mDXHDjFeQumxnRTMHZ0CEFmfa3cxWsWkDedfPCjlu1T71B0BN/o6jUaym8ZTGWo+cviBabE4KRqzvG8WVhMRP0+ujde5ruzYfxdpvDa1LK8sm7Zhbp0wfPl3h7LHRs2EvfvjPh51BXkkvhTYtInVg+7HdjPVFHyytbwtUTXXEOpZ+/JqLpgiiKtL+9k57t0vOdfeVUim5dElWAh9rM/DYnQZ8/puhQaNRostLw9lhxd/RgHFc66OfqdCMVD9yI5Xgtra9txddro2P9HvoOVFNy97KoMzliIEDv3tN0vrcv/BgFlZLsxVPJu3ZOxPmnUIuZKk2PriQ36jkDpE4oo2f7UZz17QRcnkHW6WIgSNP/bYx5e0GlRKHT4M01QFr/3+wlCpkQoferzs7EWuCSFjM+n4/Zs4d7ic+aNeuiemn/0QkGRdb1z8vcLLuYycjIyMh8SlyMoAkJmbS0NDQaDS5BoPCq2ahNDlyNnbhauhH9Afx2F7ZTDdhONQCgK8ph3L9/cdCxcpZMw3L4HK7GTpwNHTGdvpx1bbjbTNLtFk8b9vOe3Sfp3X0SZ137oO+rM4xkzBpHxpxxpJTmhTer6TPG4G41YTvdgPVUA47aNsRAEPu5Zuznmml/eyfqDCNFty8dNMStUClJnzGG3l0n6TtwNr6Y6RdU6gwj6ighnOG1Ld04a9vCz0007Odbaf7LB3i7LQCklOdTds+KqMGTvXtP0/LyR4j+AAqtmrIvXU/6tMpBayLNiURCUCrxdPVhO1kfeYFCQJWqR51mQJVuQKnT4rc5MW0/hmnHMQIDZl1SJ48ib/lsDGOKB4kIn81J1/v76Nl5PHxemrwMClZdQcbMscMsj30WB62vb8PSPxsjqJXkr5xP3vJZUQfZO9fvofujQwBkzp9I8Z1Xx6wkqge4gPnMdrS5GdGfJKRWM0nM9EZdkz61EuPYUjo37KV762E8nb3U/vp1shZMovDmK1EZpXlqMRjEfLCajg17L4hAhYLsKyaRd908NFnRoz1CYiZ1YkXctkzjmBKpxS4oYq9pIX3qhddI0OdHnWEk4PYS9HilqtcQRH+AgN1F0KBCTBXp6+sjGAxespAJodFoSE9PzPAjaTHzxS9+kWeeeYZf/epXg77/7LPP8vnPfz7Zw/3Ds7+hlzaLm1SdiqXjLo9DiYyMjIyMTCIkI2gGCpnU1FS8Xi8KtYr0GWPIypLmBMRAAHdbD86mLlxNnTgbO3G3dpNSPjyDwlBVjK4oB3ebCdP2o5RVXBf1PE07pKpMSmlexGPZq5vDQkZpTCFjxhgy5ozDMLo4Yt6HIAiklOSSUpJL3rVzCLg82M42YTstCTCf2S5VcAzDDXoy54ynd9dJXE2deDr7Yiamh+dlEqnK9Kewa/MzMY4rG/bzoNdP+7u7MG09DKJkqZt/wwLyrpkduY0qEKR97U66Q0GOuRmM+uqN6Ipyhq2d/IuHEAPB/o+A9Nk/4OtgENEfAEEg4HQj+gKo0vSo0w2o0gxh8aIypAx6vsVAgNP/9ny4HUpQKcmcM57c5bMiii/z4XM0/2VTuEqkSjdQcMN8shZMGiZMRFGkd/cp2t/aQcAl5RQZx5ZScveyYa1tA+ncuD88V5QxexylX7gmbibMwKqir88WV8zoCrKxnWrAE0PMgDSHVXTrYjLmjqfl5Y9wNXbSu+cUlhN10vdnjKXm5y/jbusP0RQEMueOJ3/l/LjnEPT6sddIxgCpcVrMQDLV0FcU4Kxrx362aZCYUeo0TPzJA4D0vAe9foL9wibg9hJ0+6SvPT6sHifeQzvx+/3k5eWNiJAJoVIlJlMuytD8j3/8I5s2bWL+/PmAFJrZ1NTEPffcw2OPPRZeN1Tw/DMSGvxfObkQnfofJ/VXRkZGRubvk0QEzVAhEw1BqZQER2keLJwMSFd1I7UwCYJAzpJptPxtM+ZD5yi6ZTGqCNULv92F5UgNANmLIw/+Z82fiKBUkDF7HKnjyiJu7mOhTNFKAmjGGERRxN3eI+XZVA6fazVUlaDOMOIz2+k7cJaCVcPnC0Ik6mQWcLrDQ+jZi6dFfIyulq6wkEkpzaP0nhWkFA8XJiFaXt1C78eSmYBxQjnl96+M2p6n0CTX8p42aVRC6wSlksw5E+jZfZKcK6eSc9X0mHNGKSW5BH1+lAYdedfOIWfJdBSa6FtT88GzUkuUXkvRrUvInD8xZgWie8thOt7dBUD6tCrK7l2RUMaRQq1CZUzBb3clNDcTMgFwt/fEXQugL81jzLc/R8+O47S/u4uA3YW9upmseRPRFmTjbushfeYYCm5YELUCNxR7TTOiLwACpI4fLo4jkTq+DGddO7azTVHXCIKAUqtGqVUDw1vbxN5exIM7yMzMHFEhkwxJi5mTJ08yc6ZUZq2tlYazcnJyyMnJ4eTJk+F1ySSo/qPi8Qd474R05eimGXK2jIyMjIzMZ4NYgiZRIRMNhVoVdcYgY8542t7eSdDtpWf3SfJXzB22pnfPKalFSqchY/b4iMdJnVBO6oTobk3JIAgCKUU5krNVpJ8rBDJmj6P7o0P0HTxL/g3zI+5xgv5AeDMbb/i/d+9pgl4/Cq066vyQYXQRuctno9CqyV8xJ24WSO5VMzAfrCZ70RQKb1qUtMAbKfKun0v+DfPjmisAaPMyqXjgRoxjSwbNbERCEARK7lpO53t7KbzlyriZOaIo4qiT2vhSJ1VQ9uXrk8pTUWem4re7krJn9lud+J3uhLKUBIWCnKXTSZ9eRfu63RTdfCUAhWsWkrdiDvok84ZCLZ768oJwy1o8jOPL6XxvH56OXrx9toghm4mg0WhQqz+9mfCkxczWrVsvx3n8Q7L1bDdWt5+CNB3zRyWmrGVkZGRkZD4JIgkah8NxSUImHkqdhqwFkzBtPYK71RRxjatJGvrNnDex/2rwp0/mnPF0f3QIX48Vb7c5YluTp71Has0ivi2zq6U7fNxYm/jQBjcRdIXZjP/BvYNapD4NkglFBYbN88RCm5dB2ZeitycORBAEyu9bSXf5Yanik4Bz2EDUmam4mrsSsmfWDcgH8rT3oqpM/AK2OsNI2RevDf9bm5OR1HmGsJ2RqiuJtJiFMIwqQKFVE/T4sJ9tImvBpIu6708rkDfERbWZySTGO/0uZqunF6GI058pIyMjIyPzSTNQ0LS3S50El0vIhMhdNovM+ROjXnkuv/8Gcq+ZjcqQ+KY41Nd/ucSPriSXsi9dR+rEiqhXvTW5GYx66Cbc7T1ha99olN2zgtyrZ6LQqAm4vQlVMYBwRk+0jflQISMGAglVI8RgUHr+EjyPgNuLQqv+1Ltwgl5fzJY5Qakg75rhplWJkLVgEqnjyyLObA1FqddRuGYRmuy0mDNVF0vQ64/ZfgdQ9djt2M40JnS+IQSlkuLPXY0mKw39qL/f6BBZzFwmrG4fm89KvbNyUKaMjIyMzGcVjUaDVqvF7ZZC+AyG2O07sRCDYtzhak1WalRHJlEUcTV2xnQ6G0rnxv2Yth4hbfIoSgdc4R5JBEEgc+6EmGukkM3RpE0ZndAxzYfP0b35EGlTKqn4yg1x11f/6C+420yU3L2M7EVTE7qP9rUfYz3VQM7S6RFd4UJ4usxU//BFFDoN4//j3qhzLt4+G7VPvoHXZGbCD7+MJjsxtymArk0H8Jnt5K2YEzevx36uhY4Ne8i7dnZEZy6PyUzTC+/jau5i4hNfjSl83e09dG7cj3FsKdn9c13RCPr8mLYfQ6FRxXy+IpF37Zyk1g8kUobOQBpf2IC7vYf86+ZFrJ54e6x0rNtFzlUz0OVnRThCdKLlFMUi6A/g67XGNF74JPl060L/wGw80YHXH2RsvpEJhZfvCpeMjIyMjMylYLPZcLvd6HQ6BEFIKnl7IJ6uPs795K9SIONFIAaCtL6yhZqf/42+g9WJ31CQ8kAc/TbHF4O3zxY1NT4ePrOd1te3EfQmF0+h0KgRfYGEE+GFfhMhvz2x8xRFEcvR83g6evFbHTHX+izSkHvQ7Y05b6FO00ttVyK4WiK3CUYi4HTT+cEBTNuOhrNyYtH14QEcNS10btgb5TwMuJq7EANBHOdb4xzrIOYDZ+nauA8xEIi9duN+2t/aQfs7u6Q8ncuMGBRpW7uTtje2I4qRs3skC/GWsDV3JBqeX0/f/rO0v/1x1OOMFKIo0vLSh5x74mXs1c2X9b4SRRYzl4m3+13Mbppe/KmXYWVkZGRkZCIxcNg/OzubnJwcfD5f0oLG2dTJ+V+8irvNRMPzGwj6AwR9fvwDckbiIQaD4QH65j9/EB7ejoehfz7B09WX9AZUDATp3nyY6h++SPvancndVhQRAwEanl+PaesRan7xCh5T9A3nUELtSN5uc0Ib0JDISPQ5dbd04+2R0uCHBlQOxW+WxI4qVR+zLU1QKsPuWq6WrqjrhtK99QhBlweFVk3uslkx17pausPD7HnXzom4h1Jo1KT0V+/sNbE31Hkr5oAgVS/6+h3kopFz1QwUKVqCLg8d6/fEXHupBP0Bmv+8ke5NBzFtPYLl6PmI65xNnQTdXoBhgZwhQg579nPN4ayZSLS+tpWO9XuS+rscSsf6PfTtO0PQ7cVeG1tIflLIYuYy0GFxs7deekO+abrsYiYjIyMj89kjkmtZaIYmGUFjq26i9sk38NtdKA06yu9fiUKlxHqynlOP/4Hzv3qNro8Oxa1AKNQqKh68EU1uBqI/QMPv301IHOjLCxBU0gY8meqMo76dcz97mbY3txP0+LCeqCPgjF71CLi9WE/V0/bWDs799CXa394JCgXp06pAEHC3dFPzxEtYT0UJmBxCKDck6PHht8SunMAFMROwJybYQptjTXYauhiWznChMqNKj99iGEqWD5kYxCPgdNO95QgAOUunx3Xa6vrwICCJvbSp0c0BjGNKAKklLeb55meRMWucdOyNBxBjvKZVxhQKVs4DoOfjE+Hg1qGYD1VjP9+Cz2xHDCZfCQm4vdQ/8w59+yVxlbVw8qCcl4HY+22TNXkZaLLSIq5JnViBcawkdNrf/jjiY/SYzJh2HKPzvb2c+f4faXtzR/j3nig9Hx+nqz+zJ2vBJPKvl54rvz+5quRII8/MXAbePdaKKMKcikxKMmMnAMvIyMjIyHzSxLJfTiZY03ykhqY/vY/oD6DOMDL6kVvCV+6tJ+tBFHGcb8VxvpX2t3ZIG9Qpo0mbWolhdOGwzA+VMYVRX7+J8//zCn67i/pn1jLmW5+L6filUKtIKc3DWd+Oo7aN9OlVMR+73+mm451d9Hx8XEo2FyB70VQKblqIcoATV9Dnx1nfgb26Cdu5Zpz1HTBkkygIAnnXzCalLI+mP74nnfPv1pJ/wwLyr5sXc35Im5cR/trT1RfXhexCZSaxNjPLMUnMpE8fE7dDxNcvpuLNsoCUDdOHVPlJhO4tiVdlvD0WzIekFsPc5bNjPn/GMSV0bdyPu7U7rh1y3oq5mA9W4+nqw3y4hszZ46KuzV4yHdOO43i7zbS+uYPRD9886PkL+gM0vvA+9FfTBLUSTU462ux0NLkZ0tc56Wj6P4aaNfgsDup/tzYcsJq/agH518+L+jsKZcCkRghWDSEIAoU3L6LmZ3/D3Waib/8ZsuYPnq1R6rTkXTMb0/ZjBN1eujcfwrT9KFkLJpF7zay4LmrWE3W0/G2LdC4TKyi5e1n4nH0+Hw6H41PLmZErM5eBtUekK0NrZsiD/zIyMjL/yHzta19DEASefPLJuGuffvppKioq0Ol0zJs3j/379w/6udvt5hvf+AbZ2dkYjUZuvfVWOjs7R/ycE8mRSaRC07PzOI3Pr0f0B9DmZ1H1rTsHBfyV3Hk1ox66iayFk1GlSRf2PJ19dH90iNpfvcapx/9A04sbMR+pIei9ELKpy8+i4sEbQaHA095Lw3Pr4846hFrNYrWmiaJI3/4zVP/Xi/TslISMriSXqm99jpK7lqHS6wj6/HR+sJ/a37zJyW/9jtonX6fz/X04a9skISMIpJTnk3ftHApvXhQ+duq4MsZ85/OScYEInev30PD7d2JWehQaNer+XA9Plznm4wNQhsVM/MqMp6svnCIfT9zBhcqMOiN+ZSalvzLj7bEScHlirg043XRvTbwq0735MARFVOkGMudGzhgKoR9dBAoFiMSdm0kpziGt3wK6a+O+mNUUhUpJ0S2LAbCfaQy3vIXw25yoUi88DtEXwNPei/VkPaatR2h7fRv1z7xD9X//mXNPvDTotp7OPs7/4hVJyCgESj6/nIKVkXOLQHJrc9ZLLoPGOEGY+vICMmaNBaDj3d3DZrhUxhQKb1rExB/dT8HqhSiNKYj+AD07j3P2P/+Ppv97P2olytnQQeMfN4AoklKaR/lXbhjUjqhWq7Hb7dhs8W2sLwdyZWaEOddp43S7FbVS4IYpf782dzIyMjIysXn77bfZu3cvRUXx24lfffVVHnvsMX7/+98zb948nnzySVasWEF1dTV5eZJF8Te/+U02bNjA66+/Tnp6Og8//DC33HILu3btGrFzTiYQc2iFJi1NanERRZHO9/fRsW43APqKAkZ9fc2wjapCowq7e4lBEVdTJ5bjtVhP1OFuNRFwuOnbd4a+fWcY/1/3hduuAIxjSyn9/HKa/7IJ+9kmWl/dSvFdy6Ju+gyVxXR/dAhXU2dEG1t3Zy+tr2wJDywrtGoKVl1BztLpg8IlBaUS0+bDg2YKdEXZGMeWYhxfhrGqeFD1ZtDzlZVK5Tdvp+31bfR8fALryXrO/exlKh64MSwAhqLNy8DXZ0vIBCCZykyoxUyVpk/IcjepysyAljVXazfGqpKoa5OpyvjtLnp2SeHruVfPjJsLo9Sq0Vfk46xrx36uJWqbVoj86+ZiPVaLu60H6/HamCIvbepojGNLsZ9rpu3NHaROKAtv3jWZqUx64qsEPD68PRa83Ra8Jgsekxmvqf/fPRbEQBDtALc3R3079b9bS8DhRlCrqPjKDXGd7xzn26TsIoFwG1ksClYvxHL0PD6zHdO2IxEd1pR6HfnXzSX36hn07DpJ94cH8Znt9O0/S9/+s6RNq6T4tiVhpzpPt5n6360l6PWjyU5j1NfXDLPwVqlUGI1GrFZpRmukrN2dzsRaKmUxM8Ks7R/8XzI2jwz9p1Nuk5GRkZG5vLS2tvLII4/wwQcfcMMN8W11f/WrX/HAAw9w3333AfD73/+eDRs28MILL/Cd73wHi8XCH//4R15++WWuvvpqAP70pz8xYcIE9u7dy/z58y/5nJMRMiEGCpq+vj5SUlLoen8f3t1SK5BxQjkVD6yKm08iKAT0FQXoKwooXL0Qb48Fy/E6rCfq8Ntdg4RMiKwFk/B09dH1wQF6Pj6BNj+L3GUzIx7fMFrasIuBIM7GjvA8BUjzCTU/f4VgfxUhfXoVRbctjWgPLSgEMudNIOD2YhxXhnFsSdyk+YEo1CpK7l6OflQhLX/bjLfbQs3/vELpF6+N2NqkzcvEXt2cmJgx9M/MOOIPb4fETPq0qrhW2QB+c+KVGaVehyY7DW+PFVdzdDGTbFXGtO0Ios+PIkVL9qIpcc8DpFYzZ107jprYczMgVS5SJ1ZgO91A58Z9pE2rjCqOBUGg6NbFnHviJTydvfTsPEHO0umD1ii1alKKckgpGj6PJAaD0jyNX6poWk/U0fD8BkSfH6VBx6ivr8GQgMi0VUstZikleQnlLmlzM8i+ciqmbUfp/OAAWVdMjvq8KzRqcq+aQfaVU+nbd4auTQfwdpuxn2lEoZX+nv02J3W/fTs8Dzfq4ZtRR5mrMhgMqFSqERM0NpsNhyP+LBnIbWYjSjAo8s7RUIuZPPgvIyMj849IMBjki1/8It/+9reZNCl+YrbX6+XQoUMsX748/D2FQsHy5cvZs0dyTDp06BA+n2/QmvHjx1NWVhZeEwmPx4PVah30EYmLETIhQoLG7/fjcbnoO3QOgIzZ4xj10E0JBy0OOmZ2OrlXzaDy0VsZ+/jdUdcV3LiQ9BmSE1fbW9uxRnFqUqXqw+5gQ00AlDoNectnoc5KY9RDN0kmA1FybgCKbl1C6eevIXP2uKSEzECyFkyi6lt3oslOQ/T5iTayEpqbSaTNLNTaFPT4YtpA+8z2sD12+rT4LWaiKCZVmQHQFUuVplhzM8lUZQIeH6btxwDIWTw15ozUQIxjpGqFq6UrZktfiNDAuqupC9vpxphrU0rzyFog5dJ0bNiDP4HjhxAUCjRZaWjzMhBFke4thxF9UmVjzLc+l5CQgQvD//FazAaSf/08FDoNQZeHrg/2x12vUCnJXjiZ8f9xL2VfXknB6oWojCmIokjD8xvwdpsRVEpGfW113Ayb1NRU0tLSsFqtl9RyFnq/SjTzShYzI8ihpj5azS6MWhXLJySewCojIyMj8/fDz372M1QqFY8++mhC600mE4FAgPz8wf8v5Ofn09EhbTo7OjrQaDRkZGREXROJn/70p6Snp4c/SkuHt6JcipAJodFoyMzMBIWCkjuuIueqGZR96XoUqvjp8vEY2OY17GcKgbJ7r0NfUYBxbCmGGGGahtH9czMRHM1yr5nNuO/fk3Cg5UigL8tnzON3U/KFa8JuWkMJhQ56TZaYLltwYWYGYtszhwb/lSlaDGOjt4CFCDg9UisTibmZwYW5GVdrZDET9Pkx7egXJ0tnxK3K9O09LbVfqZTkXDUjoXMA0I8uDM/N2OPMzYA0WxVq1+refCju+oIbr0ChVRNwuLEer034vAYiCAIVD6wiY854qr71ubDojoff7grbX8ca/h+KKlUfbi/r3XeGgMcX5xb956lQkDl7HLlXzwyfd8HK+Sj1Wsruux5DZWJz4JcqaAa+X+n1iZloyW1mI0ioxey6yQXo1Jf+Bi8jIyMj8+ny0ksv8dWvfjX87w0bNvDUU09x+PDhz0SG2He/+10ee+yx8L+tVis/+tGPwv8eCSETQq1Wo9FoMI4rJWtBcunol4JCo5L69FM0MTNQDGNKcLV2k1KWN/wYKiWMgPBKFpUxhewroqfOa/MyUWemos3LIODyxmwlUhn1qDOM4cHtaKSU5JI5bwIKnTYhsRn0eEkpz8dvcSRcmUkpy0Obn4UuQosVSO12Yx+/i65NB6O2Bg4k64pJCCoFfqszqWqYUqchdWI5glKRcDUn/4b56CuLyE1ANKnTDZR8bhmanLSEN/MRz1Ovo/y+65O6TdDnJ+uKyTjOt2KoSq7bJ/fqGQTdXnKWzUSpVSd124EYx5Uy4YdfjjonFo3Qe02yLWdD36/kmZlPGK8/yIYTkuPEmumyi5mMjIzMPwKrV69m3rx54X+//vrrdHV1UVZ24UppIBDgX//1X3nyySdpaGgYdoycnByUSuUwZ7LOzk4KCqRKQ0FBAV6vF7PZPKg6M3BNJLRaLVpt5E3cSAqZEAMtmn1WB12bDhCwuyi+8+qEN5MXQ6wr+47aNqynG0idUM7Y73w+7rFczV2Sm5kgUHLXsqTOw9tjRZMdOevjYtDmZzLxx19JaK3KoGPiTx6Iu85QWZzwxlsURbwmC2P+310JiXOPyYL1RB2CIDD+P+6NuVadlZbw86tQq8hemNiczFBGf31NUuuNY0oGzVTFI3PehCTPKDZdHx7E09FL5rwJMYf6lToNxnFlaLLTUWiSEyQKjZrCNYviL0yAgULGdroRR20rqRMrwg6C0UhW0FzK+5XcZjZC7DjXjdnpIy9Vy4LK7Pg3kJGRkZH5zJOamkpVVVX448EHH+T48eMcPXo0/FFUVMS3v/1tPvjgg4jH0Gg0zJo1i82bN4e/FwwG2bx5MwsWSMnds2bNQq1WD1pTXV1NU1NTeE0yOJ3OERcyQxH9AUxbjtC3/yx+a2JXUIcSSqi/FNre2kHX+/sw98/yxL3PPhs9H5+gd+/ppO7HY7JQ/aM/0/D8hktKUE+GoD9A10eH4lpTh7CeqMPvSGy2I+j1U/ebN6l98o2EnzvLkRraXt9G14cHEcXo9saSBfGrCc0C/aMRcHloX/sxQV/kuaa+/Wfo3XMKZ2Ns23XbmUaaXniPzg174lpgjwQBpxvzkZqYa/oOnqXz/X10vr83oWMm2nJ2qRdeZDEzQrx9VGoxu3FaEcoEnENkZGRkZP7+yM7OZvLkyYM+1Go1BQUFjBt3YS5i2bJl/Pa3vw3/+7HHHuO5557jxRdf5MyZMzz00EM4HI6wu1l6ejr3338/jz32GFu3buXQoUPcd999LFiwIGknM5VKhcPhuKxCBqS2pxCJZJ8MJODx0fTnD6j+8V/CG16PyXxRm7bUieUA2M40JLRe0d92I/r8Cae3i6JIy0sfEvT4cNS2wifw/7wYDNL0f+/T/tYOGp5dH3PoH8B2tpH6P6yTRITJEvf4Co0KRb95Q6zN90BS+wfRY9lJi8Eg9c+8g7Pfijie8OvechhPtznufQNxn4NPG7/TTe1v3qRr0wEaX3gvouALtfKFTBeikTqxAkGlRAwEsUUxvhgpvL02zv/yNRqfX4/5cGRhK4pi2NrcmMQMTzxBMxIVZFnMjAA2t4+PTksKW24xk5GRkZGpra3FZLoQQHfnnXfyi1/8gh/84AdMnz6do0ePsnHjxkGmAL/+9a9ZtWoVt956K4sXL6agoIC33nor6ftWqVQYDIbLKmSgfzPcLwz8tsQrFe72Hmp+/jJ9e08TdHvp+fg4AC0vb+b0vz1P62tbk7qinzqxAgBvlznBTfyFlp1ENvAAvbtOhjdyoYDNeIiiiLujl65NB2j6c+SqXUwEAW2/e5T1RB11T78dU+wFHG4EhYCns5fz//MKzsboxhEhim6+EhQKfL1WTP02yrHQFeeiSpVEbDQ3MEGhoPSL1yColHi6+mh4dl3U59lR307bG9s5+18v0vLyR3j7Yg+Mn//lq5z/1Wv07j2V8GB7LERRTEhAi8EgzqZOurccJhhlXslvd1H31Ju4GjtBEEifXhWxdU+d0S9m+u2wo6HUaTD2GzhYjtfFPceLxdXSzflfvIK7vQcERdR5LG+3GV//7ycZdzWILmhGqhVWnpkZAT441YnHH2R0roHJxSPXSysjIyMj89kn0pxMpO89/PDDPPzww1GPo9PpePrpp3n66acv6Xz8fn/CLkCXitKQQtDjw59A9glA795TtL6yRbrCrlBQdPMicq6eic/mxFnXRtDrx7TtKKbtR0mbNIqcq2dgHFcWc55DX56PUq8l4PRgP9OI9sqpMc9hkJjx+uIOSHt7bbS9tQOQ7KhjhTOKgaA0w3OiFsvxOrwDKg75K+ejMqYQdHsJuL2DP3sG/1tXkE3mvAkU3ngFKr2Otje346hpofbJNxj98M1hQTGQjFnjUKUZaPj9u/htTmp//TplX14Z83y1eZnkLJmGaesROjfuJ3PBJNQRjh1CUAgYx5dhPnAW+5nGqEP0hspiSu9ZQdML7+E430rLSx9Seu91w36PAacHdWYqvgGtf9mLp5G/Ys6wx+hq7sLVLLl7Oc630vrqVjJmjiVzwSQMlUUxXyNiIIjXZMHd2Yunoxd3R//nzj7UGQbGf3/w/E/QH8DV1InjfCv2mhYctW0E3V4A9KMKh1kr+21Oan/zJu5WE/Q78GXOGR/xXEI5LX5LbDEDkDa1EtvpRmwn6xEDgWEGGA3Pr8fbbUGTlYY6OxVNVpr0dZb0tdKgi/m82KqbaPjDOoJuLwqdhooHV5E6vjzy2n6baKVBR0px5BDYWAydoQl9PRIVZFnMjADv9LeY3Ty9+DPhbiMjIyMj88+L3//JteKojCn4eq1xKzMBj4/WV7fQ1z+nos5Mpfz+lWE7ZXWqngk/foDeXScwbT+Gr8+G9WQ91pP16AqzyblqOplzJ0QchBYUCozjy7AcrsF2upHseGJGe2HrE/T4IMY+ShRFWv72EUG3F5UxheI7rhr+2FwebKcbsJ6ow3qynoBz8JV+VbqB9CmjcTV10fj8+pjnFiJ9elV48Dx32UyUei3Nf/0QV3MX53/1GqMfuTViVo5xTAlV37qT+t+txdtjpeEP6yi+Yyk5S6ZHva/8lfPp23eagNND5/o9cYf2Uyf0i5maFoL+QFTHtMzZ4/CaLHS8u4u+/WfR5KRTsOqKQWvSJlUw/j+/RM/HJ+jauB+/zYlpy2F6d50g5+qZ5C2bGR5A1xXnMOobN9O75xTW47UEPT5695yid88pNHkZZM2fRNb8iagzjIiiSMf6PXjae3B39uLtMiMGIltfe70+Ai4vruZO7OdbcdS04KhrR4xQTVJnGPHbBrdU+qwO6p56U6psKBSUf/l6MmaOjfr8JVqZAUibMprWV7YQcHmwn28dZtHsaunG22UOi7yhKLRq1JmSsCm/f+Ugk46+A2dp/vMHiIEgqnQDo79xc9hyOxLhFrOxpQkFsUZiqKAZqVZYWcxcIl1WN7vOS60EN8ktZjIyMjIy/0SEghxjzUW423toeH49nvZeANImj6L03uuG2RCrDDryrp1D7rJZWI6dx7T1CI7aNtztPbS8vJn2d3aRtXAyOYunD9vIp06okMRMdVPEK9gDGSiIRG/sVqW+fWewnWoAoPhzVw9zVevcuJ/ODXuGbZR1JbmkTx1N2pTRpJTmIygE3G0mIqHQqlHoNCh1mvDnoZbHWQsmoUzR0vjCe9Jw/S9fZfSjt0QMMdQVZlP1rc9R/8xaXE1dtL66FW+PlcI1V0bchKoMOvKvn0/bm9vp2SUl3esKoxsZha7cBz0+nPXtMZ3B8lbMwdttpnfPKTrf24cmJ4Os+RMHP361ityrZpB1xWRMW4/Q/eFBAi4PXe/vo2f7UXKvmU3O0hkotWrSJlWQNqkCv8ON+cBZevecwtXchbfLTMe7u+hYt5vUCeXkXTcX8/4zwwwmBJUSbV4m2oIsdAWZkr10QRbdWw7RuWH4ULsmNx1jVQmGMcUYqkrQZKcNumjts9ipffJNPJ29CEoF5fffQPr02EGloSwfn8WBKIoxL4JrMlNJKcvD1dSF9XjdMDFTeOMVeLoteHut+HqteHtseHutYSEW9PjwdPTi6TJfmBUTRbo/PEj72o8B0BZmMfobN6PJit5ZJAZF7OckMZOaZIvZJ4EsZi6Rd4+1ERRhZlkGZdmfTFlfRkZGRkYmGirVJ/dfe2hzH4hiANC79zStr2wOt5UVrllE7rKZMTdwglJBxsyxZMwci7OpE9PWI5gPnSPgcNO96SDanHSyFw2uvoRMAIJuL476DoxV0S8uDm4zi17F8lnstL2+DZAqJekzxgxbo8lOQwwEEZQKjONKSZtSSdqUURE3hpqcDMb8v7tQaNUoU7SSiNFqEr7KnT69ilFfX0PDH97F12ej9pevMerhm9GXDQ/pVqcbqPzmHTT9cQPWk/V0f3QIb6+VsnuvQ6Ee/vrIXjIN045jeLvNtL29M6bdsTrDiK4wG3d7D7azTTHFjCAIlNy9DG+vFXt1My0vfYgmKzWiJbFSqyb/urnkLJ5K10eHMG09QsDpoeOdXZj3n2Xsv30x/FypDDpylk4nZ+l0XC3d9O45Rd/+MwQcbmynG8i+cirpM8YQcHok4ZIvCRhNdhqCYvi4eMDloRNpYy+JlxKMVcXhKkokvH02ap96A2+XGUGlpOKBVQmFsoaOKfoDBBzuuIGiaVMr+8VMLUW3LRn0txMpjFUURQION95eK94eK75eGwG3B0GhQAwGaX19Gz3bpUBTQ1UxFV9bHXcGzNXSRaDfJS+Z4f+hDJyRgeRzaKIhi5lL5J2jUtLwmhlyVUZGRkZG5tNHpVLhdDo/kbmZkKNZpMqM3+mm7a0dBL3+YW1liaIvy6fs3usovPlKenYex3z4HJlzh+d+aDJT0RZm4WnvxXamMY6YGdJmFgFRFGnpb+9RGnQU33l1RAGWNnkU5Q+sInVCOcp+Z7BY96uviJ4ZlAip48uo/JfbqHv6bfx2F7VPvsGYb38uYiVFqVVT8dXV0uZ1xzEsh2toVigo//LK4eemUlK4ZhGNz63HdrIe29nGqLMTAMYJ5bjbe7CfaYQbr4i6DkBQShv9ml++iqe9l4Y/rKPq259DVzC8qgRSrknh6oXkXDWDrg/207PjOJnzJ0YVfSkluRTfvpTCm6/EeqIOy5Ea0iZXkD4t+qzQUPSji5j0s69GnEWKhM/qoPbXr+M1WSQh89XVpE2qSOi2A4NJfWZ7XDGTPrWSzvV78PZYcbf1kFIcOag0hCAIqIwpqIwpw4Ru+9s7w0ImfeZYyu5dEVHcDiXUYqbOSkWTmx53fSSiDfuPhKCR3cwugdpuOydaLSgVAjdMKYx/AxkZGRkZmcuM3+/H4XDEzHUYKcJtZhFmZlR6HWVfuo60KaMZ+93PJy1kBqJOM1BwwwLG/fs9UQMEUydUAMS1sRUUCgS11IYWjNJmZjvTiPVYLQDFty0ND20PRZmiJWPGmLhCZiTRVxRQ9dgdqNINpE4sR5ufGXWtoFRQfOdVFN58JUqDjvzr50Vdmz69CkO/CGx7cwdiMPKMCUDqBEnoOBs7E8q1Uep1jP76GlSpegIeb9QZj4GoU/UU37aU8f95HzlLpsVdr1ApyZgxhvIvr4zZZhjttokKGZAqkvqKAgS1ilFfvylhIQNI99MvzOLZM4M0K6Tur/RZj9cmfD+RyFk6HVWanpyrZ1L+5ZUJCRkAe7U0/B/PjCMa0YRMojk08ZArM5fAO0ekwf8lY3PJNl6+5GMZGRkZGZlE8fv9GAyGEWvhiIXSEHtmJm1iBWn91skjQayNVOrEckxbDuM1WQh6fTFT0xUaNQFfIKqYSR1fTvGdV+E430rG3MiuVJ8musJsxvy/u1AZUyK2TQ1EEATyrplN1hWTh80pDV1XdOtiGv6wjtyrZwLRn2vjmGIpAyUo4mrpGjbLEQlNdjqjHroJv9Od1GsiktHBp42gUFB273W423tiDs1Hvq2AOs2Az2xPyARAEATSp47GtO0ons7I2T6JoslOZ9y/fTEp4SYGRVyt0rzXxczLxLNfHmoKcDHvV7KYuUhEUWRtf4vZTdMv/mqTjIyMjIzMSKPX69FqtZdd0KROKGfUN25GnRZ/c+SzOPBZ7KiM+suyQTVWlVD1r3dKV8yVsTf45V9eCQph2KB9CEEhkLNkOtmLpyU01xDC73Dj7bEgKBRJb3KTRZOZ3HMYS8iE0JcXMOG/vxy3sqHQqKn8l1vRFeUMcsiKe/xLbLP7NIg2pC8opd+xGAji7bMScHnRl+YldKzSe6T2Lm2UVruh5C6fRe6yWWiyLz3+Y6iQcXf0oslOi1qlERQCE3/0FZxNnTGrgJFINEfmUgWNLGYukiPNZpp6neg1Sq6ZOHz4TkZGRkZG5tNkJK54DiU4pPVIk5WasDBp+MO7OBs6KFi1gPyV8y/5XIai0KgwVEa/uBhwe8PtYKE2qVhYjtfS/tZO1JlGKv/ltoTOwXq8lua/bEKdmcrEH38lsRP/jJFoi5ah8u93VtjvdGM73Ujm7OED9ENpeuE9VKl68m9YEFEQmrYfpe2N7Wjzsxj/H/dGOIKEu72H1te2krdibtIVjlhOY7GwVzdjGFsStaIpiiJ1v3kTv8NN2b0rolpKC0rFsGydeCQbiHkp71fyzMxFsra/xWzFpAL0GlkTysjIyMh89hipnnQAn8+H1+NFFMWLun3oirDPFtn5LB6O2jYcta0XdVufzcm5n75Ex/o9CZ+/IAh4uvqwVzfj6UqsvSdUEYo1bxILe00LtrONF3VbmcQI+gM0Pruephfeo2P97phr7TUtmA+dw7TtaNRZLE2ONBDv7bHE/L23vLIFe3Uzra9tRQwELvr8E6Xrw4PUPvUG7W/tiPqa93T24TPbEX1+tHnDqy6dG/dHtRSPRbJCJsTFvl/JYuYi8AWCrD/eDsgtZjIyMjIyn21GQtB4vV76+voQvT4anl33/7d35/FNVXn/wD83e9t0o3vpyr627J2KDioMVUFgZBBHBPyNigsIOj4+6igW3HCURxDnkRk36vAgRUY2BTcQ2ZFFCq0tWylLoS1dk6Zt9vP7I9zbpk2aNM3SlO/79eqL5ubm3nNyaM73m3vPOag7fqbDAbvkxq1oRnXHkhlTkw6lG37C+fc24PK/v7c7zqU9lT8chb6yDhU7DqN03U67Cyi2FDw4BdIbt3JV78937kT8+BUnjt+SSatHae5PKF6xEZc//x6mRseD6j3J1KRDzeHf0Hix3CPHNxuMMDXpHO/YQU1Xq1D+9UG77csYw9Xcn4Q1U+RR9m+bYmaGa1/tAWC5Pc7WNMiWY4RZ9jea2h0D0/NP4wCOg668BpW785yojeuq9+ejbPM+AICuSgWYbScz9UWWxFkSEghFq1nSVCeLUb7tAM6+/QUqdx0Hs3OMNsd0MZHhtfy8amx07rOCLim4YP+5KtQ06BGplOHWPu1PkUcIIYT4Wmdu4dDr9aiqqoJEIgGn1kJXVY1Ln+6ALCoUUeNHosfvBltNd2wPf2Wm9Qrq7VHnX0Dp+l1CkCiSy2Csb0R90SUYNVrIo8MgiwqDPDK03bEbsVNvhbG+CbVHilBzsAAGVYNlRfR2ZiHjRCL0GDsEFd8cQs3hQsTee4vD2Z+EKzMdSGbUhRdR+sVOGGosiaY0VAljow5iB2t/MMbAbkxiIA5U2Jy6mDEGk6YJ+mo1dFUq6KtUCB6UbHNtGrPBiPrfLqL26Gmo8y+AGU0IHzMQSQ/f1X4ZjCaYmnQwa/WQhATZfE+ZyYTGi+XQnC2F5swVNFy4hphJv0NM1hibxzUbTdBXq6C/XgddZR30VSrEz7jd5u1ShjoNao+eRu2RImhvDFQP7B1vc5KByh+PoeZgAQAg5p4MhGe0neabV3ukCE2XLbOuxU8fZ3dqaFlkqGWuBAboK1V2bwkLSIxGxG1pqN57EhXbDyF8dH+raZoBy+1vtb8UQRYeDGm4EtIeIZZJHjowg1jtsTMoXb8TAKDsn3hjdjfb1y40N5IZW7OUSZQKyCJCoK9W49pXe6E6dQFJcyZCFmF/aubOJjI8/rU1NTVO7U/JjAu25Fkuc09Oi4fEwSBDQgghpCtwJaHhExmpVIqQkBA0iTVQRkSDFV6FvlKFq7k/oWL7YUTeMRwRv09rd/E9aYhlemNnrswY1A24tvFn1B0/CwDgpGLETsq0LLgpFqP6QAGaLlVYvUYSHAhZVCjkUTcSnBs/AYlREEnESJybBWm4Ete/P4r630pQvPI/SJ0/DdJ2ZnaKuGUIKrYfhknTBNXJYodjLDpym5mxUYtrX+1F7aHfLK+ViBE7ORNR40eCE4twdePP0JZVw2wwgumNMOsNMLf4l1/lHQD6LZ4D/Y2gX1+lgr5abUkGqtVt1tLhRJyQzDCzGQ3nrqL26GnUnTgHc4urJZxUDIhFqD1SBPVvF2Fu0sGk1cOk1Qu/m7V6q8Qt9cmpCBnaC8xsRtPl69CcvQLN2StoKL7WphyaM1cQNqKfZYX6yjro+MTlei30NfVAq1ujoieOFhacNGn1UOWdQ+2R05Zpg1vsKosKtbl+UN2Jc8Kq92Gj+iNmUqbdtjHpDCjfdgCAZT2W9sZiiaQSSEOVMNRpoKusg7J/2wVBebH33oK642dgatCibPM+JD18t9XzuopaYaFWHicRQxquhCw8xJLghFvGqQUkRLeZUEH9Wwku53wHMMvVpJTHp9hNwJnJBM25UgBA8MC2Y3iCevdEv5dn49pXe1BzoAAN50px5s3/Q88Zt1vW/WmV/DQ0NKCxsbHTiQwvODgYOp1zV+8omemgBp0RP/xm+QClhTIJIYT4k44kNC0TmYiICBiNRojkUiTMmIBAHcP1ncdRd6QIxvpGlG87gOvfH0HErWmIGj/C5srp/G1m7Y2ZYYyh9nAhrn21B6ZGSyCj7JeIhAcnQB4dJuwXkBAFmBl0lXUwa/UALFd8jPWNaLxQZnXMIcufhDhQDI7jEDf1VkjDg3F1w240Xa7A+eW56DX/PqtjtyQNUyJkaCrUpy6g5kC+42RG5FwyozpZjNL1O4XELrB3PBIf+gMUMc2zWzVeLEdjSZm9Q1ipLygRbiuyRxwghywyFKIAGRovV6Du6BnUHjsNY8u1TjgOygFJCB/dH6HpfSAOkOPapr2oO3raqXLoqlUoWb0VmvNXrRIjnjwmHMp+iVD2T4SybwIufrIdDTcCals4iRiyiFDIo0It69MUlKD2SBFUJ4utkjlxkAJhI/ohPGMgAlPj2gTajRfLcTnnWwBAYK84JM6e2O7Vjsqdx2Co04C7sZioI7KoMEsyU1XX7n6SIAXipt6K0i92ovbIafS4dSiUfRKE55nRBHlMOAy19TDrjcI2faUK+kqV1bHCfzcISS2SGc35Ulz86BvAbIYiPgKp8//Y7pXHhpIyIemzt0CqWCFD4qw/IDStN66s+xFGdSOurP0BqpPFSJg1QfgigF/bKiwszK0zJzq78C8lMx30Q2E5mgwmpEQEIj3BtVVQCSGEEF9xJqFpnciIWq1looiLQNLsiYidnImqn06gev8pmHUGVO46jqqfTyD23lsQPXG01Wv428zMTTqYDcY23xjrqupQ+sUuaE5bFugTB8gRN/336JE5uE3gmTjrDwCab6Piv9nXV1q+3bd8w18HiEVtbteK/H06pKFKXPpsO/SVKpxbnovUJ6fana0pYuxQqE9dECYCsDVQmickM3ZuMzPWN+Lql7uFK04iuRRxU29FxO/T29zGFD56AIL69oRIJoVIKrH8K5OAk0ogkklabJfAUN94I/APgSwiFLLIUMvvLf7lr5oxxnBm6edWkxoEpsQibPQAhI3o12aB0MCUWIRnDoZYIYM4QAaRQg6xQgbRjcdihQyigOZtZZv3gRksA9xlESHNyUu/xDZJrjw6DI0lZULCIosOhzz6xlW16DBIw4OF97TxYjlKPtzS/F5LxAgZ2gvhGQMRPCgFIontWdj0NWqU/HMrmMEEWUQIUtu5WgFYblur/PEYACDyzuGQRzqO9eRRYWg4V9om4bClxy2DUb0/H02XK3B1w270e3GWcEVP2TcBA7Iftvy/btDCUFsPfW09DLUa6GvVMNRqLNtq6oWJBwCg8cp1lHy4FcxghCwyFL2evs/hVNyaIsvfmSIuwuaXDy2FDO2F/i/PRun6XVDlnYf6VDHOXriGhAcnAEk9YDAYoFQqPbqmVXt8nsxcvXoVL7zwAr799ls0NjaiT58+WLNmDUaNGgXA8keXnZ2Njz/+GHV1dRg7dixWr16Nvn37+qS8W07wa8v0dGkVVEIIIcTX2ktoHCUyLcnCgxE//feIvnsMqveeQtXuEzDWN9oM+CUt1qIx1je2GVtw+fPv0Vhs6WNDR/RFzxl3tAmsW+M4DpLgQEiCAxHUq+2tQKYbV21aC03vjd6L/oSS1Vth0jSheOV/kPLoJIQM7dVmX34iAENtPar35yP+vt/bLw9/67mZ2Vyf5Mr//Qh1/gUAlvEMCbP+YDdYjrx9mN3ztKYwmzF05dN2x3VYlZHjEDZmAOqOnkb46AEIGzXA7pUpAAgb0c/ulL22xNzzO0hDgqDsl9Du+ArAMhYl4c/jHS78CQAByTGQx/SAJCQQ4WMGIGx4X4fjikxNOpR8uBVGdSNEAXKkPjXN4YKRZdsOwKw3QqIMsDumpzU+sdBV1jnclxOJkPDAnTj3znpor1ahet+pNm3NcRwkygBIlAEIcLB2jbaiBiUfbLKMWQoNQq+F09uMxbGl/saXBkobt5jZIgkORPJjk1F35DRKv9wNo6YJFz/6GuGz74RUKkVQUPt/q57k02SmtrYWY8eOxR133IFvv/0WUVFROHfuHMLDmz8E33nnHaxatQqff/45UlNTsXjxYmRlZaGwsBAKheMFoNypSqPD/vOWwWV0ixkhhBB/Ziuh6Ugi05IkUIGYu8YgavwI1P16FiFpvdvs03JsilHdNpnpOeN2XPzoa/SccQdC09u+3hXt3WYT1Cseff5rJkr+sRn6ajUMKtszUXVoIgBxi2TCzKwfA4ibdqtlrZ0pY9HjlrZXnFzlTDLQUvTE0Yi5O8MjX8o6mwAA7bdPaxzHod9LD0Ikkzr9mmub9lqmFhaJkPLYZCjiItrdv/FyBWp/KQQAxEzOdHpBUHnUjemZq1R2F9lsKTAlFj1uGYKagwUo//ogQkf2a3fsVnvKNu+DUdMEcZACvZ++z6krSaZGrTBTnb1bzGzhOA7hGQMR1DcBV9Z+D7PRhKC+PSE55dtrIz49+9///nckJiZizZo1wrbU1FThd8YYVq5ciVdeeQVTp04FAPz73/9GTEwMtmzZggceeMCr5f3m5DWYzAzpiWFIjfRdBkoIIYS4Q8uERq/XQ6fTdTiRaUkklaBHxiDbzwXIwUnEYEaTzRnNApNiMHDp/3N60UZ3UMT0QJ//egDqU8WIuDXN7n4tJwJQF5QgbLjtu0NaJhXMZG4zi5QiLgID33jE4axonmbvlqyuriOJDADEThkL7bVq9Mgc7NRClU2Xr4MTiSCPDkfE2KFOn0d2Y3pms1YPk6bJ4dUfAIibOhaqE+fAySTQV9a5nMwkzb0Llz7bgdhJmVDEOzfDruZsKcCYZTHMvgmOX9CKrEcwej09HSatDmqta+tGuZNP/5q2bduGrKwszJgxA3v27EHPnj3x1FNP4bHHHgMAlJSUoLy8HBMmTBBeExoaioyMDBw6dMhmMqPT6axmP+C/cXKHLXmWy9/TaG0ZQgghXZRIJILRaIReb/sWq9bkcjmkUqmwpgM/2L81g8EAo9EIlcrxuAB7uCEJ4MChnhlgdHLaVW/gBic4nAY2MGsYFLERMCX2sLuv3qgDN6gnIBahprYWIql/Jg3dSY+HJ4ATi5ya5pcb1BPRi6bC1KRDrarO6XOYJAzoHwdpjxDU1NRCYnBunaDw2XdAFtMDOrkUuk78PYT9eRy0ALROHkMfLEHAxGEwNeqgaqgHGhy/xh6VSgWj0QiDoePrPzli63PIFp8mMxcuXMDq1avx17/+FX/7299w9OhRLFy4EDKZDHPnzkV5ueUSWEyM9XzoMTExwnOtLVu2DEuXLnV7WS9WNSDvSh3EIg6T0yiZIYQQ0jWFhYWhurra6SsrZrPZKmgoLS2FRNI2PDCbzWCMYceOHTaf75BD160eMsag1+thvjELmEgkgkwm8/rY1JZBGcdxkMlk1u9jGYATDg7CXzzYssmlMpjNZuj1emHVdqlU2vn3u4P8pj28wOn2UABoVAHfXXF7GTzaHhsvOb2rrfYwm82oq6sDx3Fubxuzkwvz+jSZMZvNGDVqFN566y0AwPDhw1FQUIB//vOfmDt3rkvHfOmll/DXv/5VeKxWq5GYaH/Ob2fxa8uM7ROJqGDn7qEkhBBCvI0PcJwJLEwmEwwGgxCYGI1GmEw3ZqKS2Vj8kDHhSo67MMZQW1sLo9EojJmtra2FyWRCeHi41wLohoYGNDQ0QKlUIjAwELW1tdBoNAgPD3drfdtjMBigVqshkUgQHh6OxsZGaDQaKJVKrw2wpvZoRu3RzF57BAcHQyQS3bzJTFxcHAYNsr63duDAgfjqq68AALGxlvmzKyoqEBfXPGViRUUFhg0bZvOYcrkccrl7kw3GGLbSLWaEEEL8hDOBBf8tq0gkglwuh0gkgkQigU6nE55r3Z+azWZIpVKbiY4rzGYzqqurYTabER0dLRxXKpWiqqoKarXa5fE7HVFfX4/GxkardTKio6NRXV0NlUqFyMhIt9XZHr1eD5VKBblcLtRZLpdDIpEIAbWnp76l9mhG7dGsvfaor68HYwxisdjt5XA2UfPp8vVjx47FmTNnrLadPXsWycmWmRVSU1MRGxuLXbt2Cc+r1Wr88ssvyMy0v3Kru50qVaGkqgEKqQgTB8c6fgEhhBDShfFjajiOExIZHh+wGY1Gp1fgdgUfqBkMhjbBqUwmQ2RkJAwGgxDMeUp9fT3UanWblctFIhEiIiKEwNHZMUiuaG8WueDgYISEhECtVqO+vt5jZaD2aEbt0cxRe/CfFfwVXV/waTLz7LPP4vDhw3jrrbdw/vx5fPHFF/joo48wf/58AJaM7JlnnsEbb7yBbdu2IT8/H3PmzEF8fDymTZvmtXLyt5hNHBQLpdznS/MQQgghLmsvkeF5OqFpL1DjeSNgsxeo8bwRQDszHbanA2hqj2bUHs2caY+wsDBwHAe9Xu/0gH1382kyM3r0aGzevBnr16/HkCFD8Prrr2PlypWYNWuWsM9///d/4+mnn8a8efMwevRoaDQafPfdd15bY8ZoMuPrk2UAgGnD6RYzQggh/suZRIbnqYTGmUCN58mAzVGgxvNkAN2RdX08FUBTezSj9mjWkfYQi8UeSWicrY9PkxkAmDx5MvLz86HValFUVCRMy8zjOA6vvfYaysvLodVqsXPnTvTr5/xKtJ11oLgaVRodegTJcFvfKK+dlxBCCHGnjiQyvJYJjTuCxo4EajxPBGzOBmo8TwTQrixQ6u4AmtqjGbVHM1faQy6XuzWhMRqNTh/H58lMV7f1hOUWs0lD4yAV09tFCCHE/7iSyPD4hMZkMnUqSHElUOO5M2DraKDGc2cA7UrgzHNXAE3t0Yzao5mr7cF/trgjoenolycUnbejSW/C979Z1rOhW8wIIYT4o84kMjy5XA6xWAyz2YyGho6vsNeZQI3njoDN1UCN544AujOBM6+zATS1RzNqj2buaI/OJjQtP6+cnYKbkpl21GsNmDg4FgNigzEiKdzXxSGEEEI6xB2JDI9fsFCj0XQoYHNHoNayDK4GbJ0N1HidCaDdETjzXA2gqT2aUXs0c2d7uJrQtP688oupmbu66BAFVswchh0Lb/P6qreEEEJIZ7gzkeFJJBIolUqnAzZ3Bmo8VwI2dwVqPFcCaHcGzryOBtDUHs2oPZp5oj06mtB05vOKkhkniESUyBBCCPEfZrPZ7YkMLygoyKmAzROBGq8jAZu7AzVeRwJoTwTOPGcDaGqPZtQezTzZHs4mNJ394oWSGUIIIaQb4TgORqPRI4kMz1HA5slAjedMwOapQI3nTADtycCZR+1hQe3RrKu0h6OExh1XkCmZIYQQQroRPhjwVCLDsxeweSNQ47UXsHk6UOO1F0B7I3DmUXtYUHs06yrtYS+hcdetsJTMEEIIId2MVCr1aKDGax2weTNQ49kK2LwVqPFsBdDeDJx51B4W1B7Nukp7tE5o3DmmT+LGshJCCCHEx0wmk1cnreGDIbVaDbVaDY7jvBao8fiAraqqCmVlZQDgtUCNxwfQ1dXVqKysFMrlrcCZR+1hQe3RrKu0h1wuh06ng06ns9rW2fagKzOEEEII6ZSgoCDhd7lc7tVAjSeTySCXy22WyVtEIhFCQkKExyEhIV4NnHnUHhbUHs26Snu0XDvGXVeQKZkhhBBCuhFvLyXA3zrDcRwUCgW0Wm2nVkJ3VX19PbRaLRQKBTiO6/RK6K7Q6/Worq6GVCqFVCpFdXV1p1amdwW1RzNqj2ZdoT1a3lrWmYU1W6NkhhBCCOlGRCKR14KU1mMAIiIiOrUSuqtajgGIiIjo9Erormg5JiMyMhKRkZGdWpneFdQezag9mnWF9miZyCgUCiGpckdCQ8kMIYQQ0s3wA2w9yd5gZldXQneVrcHMnVkJ3RW2Bpd3ZmV6V1B7NKP2aNYV2sPWYH9XFta0h5IZQgghpBsxmUwA4LZbOGxxNCuTtwK29mZl8lbA1t4sWd4KoKk9mlF7NOsK7dHerGXuSmgomSGEEEK6GalU6tZ70ltydnpZTwdszkwv6+mAzZnpfj0dQFN7NKP2aNYV2sOZ6ZfdkdB0+6mZGWMALFPiEUII8R7+c5f/HCaex7/XjDGIxWIYDAbodDqYTKZOzxrEGANjTAh6QkNDHd7OJhaLIZfLUVNTA51Oh8DAwE6VgdfY2IiGhgYEBQVBLBajsbGx3f2VSiVUKhXKy8vdNqOV0WiESqWCWCxGQEAAtFptu/sHBATAYDCgoqICoaGhkEg6H4KZzWao1WqYTCZqD2oPgTfbw2QywWw2gzEmXBUGLO8FX3eJRAKTyWT1fGu2Pq/45MpRH8Kxbt7LlJaWIjEx0dfFIISQm9aVK1eQkJDg62LcFKjPI4R0N476kG6fzJjNZly7dg3BwcEuTVepVquRmJiIK1euWM1VfrOg+lP9qf5Uf1frzxhDfX094uPjfbK2w82os32er3XHvzmqk3+gOnU9zvYh3f42M5FI5JZvBENCQvzyP4K7UP2p/lR/qr8rQkND3Vwa0h539Xm+1h3/5qhO/oHq1LU404fQV2WEEEIIIYQQv0TJDCGEEEIIIcQvUTLjgFwuR3Z2NuRyua+L4hNUf6o/1Z/qf7PWn3hfd/w/R3XyD1Qn/9XtJwAghBBCCCGEdE90ZYYQQgghhBDilyiZIYQQQgghhPglSmYIIYQQQgghfomSGUIIIYQQQohfomTGgf/93/9FSkoKFAoFMjIycOTIEV8XySv27t2Le++9F/Hx8eA4Dlu2bPF1kbxq2bJlGD16NIKDgxEdHY1p06bhzJkzvi6W16xevRppaWnCQluZmZn49ttvfV0sn3n77bfBcRyeeeYZXxfFK5YsWQKO46x+BgwY4OtikW7giSeeAMdxWLlypcN9HfW/Wq0W8+fPR0REBJRKJaZPn46KigoPlbyZwWDACy+8gKFDhyIoKAjx8fGYM2cOrl275vC1XbVOHY11Nm7ciAEDBkChUGDo0KHYsWOH1fOMMbz66quIi4tDQEAAJkyYgHPnznmyClZc7cO7er14zvZJ/lKfTmPErtzcXCaTydhnn33GfvvtN/bYY4+xsLAwVlFR4euiedyOHTvYyy+/zDZt2sQAsM2bN/u6SF6VlZXF1qxZwwoKClheXh675557WFJSEtNoNL4umlds27aNbd++nZ09e5adOXOG/e1vf2NSqZQVFBT4umhed+TIEZaSksLS0tLYokWLfF0cr8jOzmaDBw9mZWVlwk9lZaWvi0X83KZNm1h6ejqLj49nK1asaHdfZ/rfJ554giUmJrJdu3axY8eOsd/97nfslltu8XAtGKurq2MTJkxgGzZsYKdPn2aHDh1iY8aMYSNHjmz3dV21Th2NdQ4cOMDEYjF75513WGFhIXvllVeYVCpl+fn5wj5vv/02Cw0NZVu2bGEnT55kU6ZMYampqaypqcmjdeG50of7Q70Yc75P8pf6uAMlM+0YM2YMmz9/vvDYZDKx+Ph4tmzZMh+WyvtuxmSmtevXrzMAbM+ePb4uis+Eh4ezTz75xNfF8Kr6+nrWt29f9uOPP7Jx48bdVMlMenq6r4tBupHS0lLWs2dPVlBQwJKTkx0mM47637q6OiaVStnGjRuFfYqKihgAdujQIY/UoT1HjhxhANilS5fs7tNV69TRWOf+++9nkyZNstqWkZHBHn/8ccYYY2azmcXGxrJ3331XeL6uro7J5XK2fv16D9TAMWf6cH+oV0f6JH+oj7vQbWZ26PV6HD9+HBMmTBC2iUQiTJgwAYcOHfJhyYgvqFQqAECPHj18XBLvM5lMyM3NRUNDAzIzM31dHK+aP38+Jk2aZPU5cLM4d+4c4uPj0atXL8yaNQuXL1/2dZGInzKbzZg9ezaef/55DB482OH+zvS/x48fh8FgsNpnwIABSEpK8kkfrVKpwHEcwsLCbD7fVevkSqxz6NChNp+JWVlZwv4lJSUoLy+32ic0NBQZGRk+i5+c6cP9oV4d6ZP8oT7uIvF1AbqqqqoqmEwmxMTEWG2PiYnB6dOnfVQq4gtmsxnPPPMMxo4diyFDhvi6OF6Tn5+PzMxMaLVaKJVKbN68GYMGDfJ1sbwmNzcXv/76K44ePerronhdRkYGcnJy0L9/f5SVlWHp0qW47bbbUFBQgODgYF8Xj/iZv//975BIJFi4cKFT+zvT/5aXl0Mmk7VJHmJiYlBeXu6WcjtLq9XihRdewJ///GeEhITY3Ker1smVWKe8vNzm/nwZ+X/b28ebnO3Du3q9OtondfX6uBNdmSHEgfnz56OgoAC5ubm+LopX9e/fH3l5efjll1/w5JNPYu7cuSgsLPR1sbziypUrWLRoEdatWweFQuHr4njd3XffjRkzZiAtLQ1ZWVnYsWMH6urq8OWXX/q6aKSLW7duHZRKpfCzZ88evP/++8jJyQHHcb4unkta12nfvn3CcwaDAffffz8YY1i9erUPS0ns6Q59+M3eJzlCyYwdkZGREIvFbWYRqaioQGxsrI9KRbxtwYIF+Oabb7B7924kJCT4ujheJZPJ0KdPH4wcORLLli1Deno63n//fV8XyyuOHz+O69evY8SIEZBIJJBIJNizZw9WrVoFiUQCk8nk6yJ6VVhYGPr164fz58/7uiiki5syZQry8vKEn4MHD+L69etISkoS/pYuXbqE5557DikpKTaP4Uz/GxsbC71ej7q6Orv7eKpOo0aNAtCcyFy6dAk//vij3asyXbFOHSlXa7GxsQ7rwW9z9pie0pE+vCvXy5U+qSvXx90ombFDJpNh5MiR2LVrl7DNbDZj165dN924gZsRYwwLFizA5s2b8dNPPyE1NdXXRfI5s9kMnU7n62J4xfjx45Gfn98mgJk1axby8vIgFot9XUSv0mg0KC4uRlxcnK+LQrq44OBg9OnTR/iZN28eTp06ZfW3FB8fj+effx7ff/+9zWM40/+OHDkSUqnUap8zZ87g8uXLbu+jW9cpICBASGTOnTuHnTt3IiIiot1jdLU6daRcrWVmZlrtDwA//vijsH9qaipiY2Ot9lGr1fjll1+8Fj+50od35Xq50id15fq4nY8nIOjScnNzmVwuZzk5OaywsJDNmzePhYWFsfLycl8XzePq6+vZiRMn2IkTJxgA9t5777ETJ060O1NLd/Lkk0+y0NBQ9vPPP1tNT9vY2OjronnFiy++yPbs2cNKSkrYqVOn2Isvvsg4jmM//PCDr4vmMzfTbGbPPfcc+/nnn1lJSQk7cOAAmzBhAouMjGTXr1/3ddFIN2BrNrM777yTffDBB8JjZ/rfJ554giUlJbGffvqJHTt2jGVmZrLMzEyPl1+v17MpU6awhIQElpeXZ9VH6HQ6v6uTo3LNnj2bvfjii8L+Bw4cYBKJhC1fvpwVFRWx7Oxsm1P+hoWFsa1bt7JTp06xqVOnenXKX2f6cH+sV0ut+yR/r09nUDLjwAcffMCSkpKYTCZjY8aMYYcPH/Z1kbxi9+7dDECbn7lz5/q6aF5hq+4A2Jo1a3xdNK/4y1/+wpKTk5lMJmNRUVFs/PjxN3Uiw9jNlczMnDmTxcXFMZlMxnr27MlmzpzJzp8/7+tikW7CVjKTnJzMsrOzrbY56n+bmprYU089xcLDw1lgYCD74x//yMrKyjxcesZKSkrs9hG7d+/2yzq1V65x48a16fu//PJL1q9fPyaTydjgwYPZ9u3brZ43m81s8eLFLCYmhsnlcjZ+/Hh25swZj9eD50wf7o/1aql1n+Tv9ekMjjHGvHcdiBBCCCGEEELcg8bMEEIIIYQQQvwSJTOEEEIIIYQQv0TJDCGEEEIIIcQvUTJDCCGEEEII8UuUzBBCCCGEEEL8EiUzhBBCCCGEEL9EyQwhhBBCCCHEL1EyQwghhBBCCPFLlMwQv3X77bfjmWee8XUx2uA4Dlu2bPF1MTxmyZIlGDZsmK+LQQghxIM+/fRTTJw40ePn+e677zBs2DCYzWaPn4t0T5TMEL+1adMmvP7668LjlJQUrFy50mvntxfUl5WV4e677/ZaOQghhBB30mq1WLx4MbKzsz1+rrvuugtSqRTr1q3z+LlI90TJDPFbPXr0QHBwsNuPq9frO/X62NhYyOVyN5Xm5mEwGHxdBEIIIQD+85//ICQkBGPHjvXK+R5++GGsWrXKK+ci3Q8lM8RvtbzN7Pbbb8elS5fw7LPPguM4cBwn7Ld//37cdtttCAgIQGJiIhYuXIiGhgbh+ZSUFLz++uuYM2cOQkJCMG/ePADACy+8gH79+iEwMBC9evXC4sWLhYA7JycHS5cuxcmTJ4Xz5eTkAGh7m1l+fj7uvPNOBAQEICIiAvPmzYNGoxGef/jhhzFt2jQsX74ccXFxiIiIwPz589sN7vmrQmvXrkVKSgpCQ0PxwAMPoL6+3qpera9UDRs2DEuWLBEecxyHf/3rX5g8eTICAwMxcOBAHDp0COfPn8ftt9+OoKAg3HLLLSguLm5Thn/9619ITExEYGAg7r//fqhUKqvnP/nkEwwcOBAKhQIDBgzAhx9+KDx38eJFcByHDRs2YNy4cVAoFPStHCGEuFllZSViY2Px1ltvCdsOHjwImUyGXbt22X1dbm4u7r33Xqtttm7tnjZtGh5++GHhcUpKCt544w3MmTMHSqUSycnJ2LZtGyorKzF16lQolUqkpaXh2LFjVse59957cezYMZt9DSGOUDJDuoVNmzYhISEBr732GsrKylBWVgYAKC4uxl133YXp06fj1KlT2LBhA/bv348FCxZYvX758uVIT0/HiRMnsHjxYgBAcHAwcnJyUFhYiPfffx8ff/wxVqxYAQCYOXMmnnvuOQwePFg438yZM9uUq6GhAVlZWQgPD8fRo0exceNG7Ny5s835d+/ejeLiYuzevRuff/45cnJyhOTInuLiYmzZsgXffPMNvvnmG+zZswdvv/12h987PpHLy8vDgAED8OCDD+Lxxx/HSy+9hGPHjoEx1qa858+fx5dffomvv/4a3333HU6cOIGnnnpKeH7dunV49dVX8eabb6KoqAhvvfUWFi9ejM8//9zqOC+++CIWLVqEoqIiZGVldbjshBBC7IuKisJnn32GJUuW4NixY6ivr8fs2bOxYMECjB8/3u7r9u/fj1GjRrl0zhUrVmDs2LE4ceIEJk2ahNmzZ2POnDl46KGH8Ouvv6J3796YM2cOGGPCa5KSkhATE4N9+/a5dE5yk2OE+Klx48axRYsWCY+Tk5PZihUrrPZ55JFH2Lx586y27du3j4lEItbU1CS8btq0aQ7P9+6777KRI0cKj7Ozs1l6enqb/QCwzZs3M8YY++ijj1h4eDjTaDTC89u3b2cikYiVl5czxhibO3cuS05OZkajUdhnxowZbObMmXbLkp2dzQIDA5larRa2Pf/88ywjI0N4bOv9SE9PZ9nZ2VZlfeWVV4THhw4dYgDYp59+Kmxbv349UygUVucWi8WstLRU2Pbtt98ykUjEysrKGGOM9e7dm33xxRdW53799ddZZmYmY4yxkpISBoCtXLnSbh0JIYS4x1NPPcX69evHHnzwQTZ06FCm1Wrt7ltbW8sAsL1791ptb93nMsbY1KlT2dy5c4XHycnJ7KGHHhIel5WVMQBs8eLFwja+n+H7C97w4cPZkiVLXKgdudlJfJhHEeJxJ0+exKlTp6xuYWKMwWw2o6SkBAMHDgQAm99AbdiwAatWrUJxcTE0Gg2MRiNCQkI6dP6ioiKkp6cjKChI2DZ27FiYzWacOXMGMTExAIDBgwdDLBYL+8TFxSE/P7/dY6ekpFiNGYqLi8P169c7VD4ASEtLE37nyzN06FCrbVqtFmq1Wqh/UlISevbsKeyTmZkp1Ck4OBjFxcV45JFH8Nhjjwn7GI1GhIaGWp3b1W/+CCGEOG/58uUYMmQINm7ciOPHj7c7rrOpqQkAoFAoXDqXM30KAFy/fh2xsbHC9oCAADQ2Nrp0TnJzo2SGdGsajQaPP/44Fi5c2Oa5pKQk4feWyQYAHDp0CLNmzcLSpUuRlZWF0NBQ5Obm4n/+5388Uk6pVGr1mOM4h9NUOnqNSCSyuowP2B5k3/I4/FgjW9ucnTaTHw/08ccfIyMjw+q5lgkb0PZ9J4QQ4n7FxcW4du0azGYzLl68aJVctBYREQGO41BbW+vwuCaTqc02V/uUmpoaREVFOTwnIa1RMkO6DZlM1uaDdcSIESgsLESfPn06dKyDBw8iOTkZL7/8srDt0qVLDs/X2sCBA5GTk4OGhgYhcD9w4ABEIhH69+/foTJ1VFRUlDB2CADUajVKSkrccuzLly/j2rVriI+PBwAcPnxYqFNMTAzi4+Nx4cIFzJo1yy3nI4QQ4hq9Xo+HHnoIM2fORP/+/fHoo48iPz8f0dHRNveXyWQYNGgQCgsL26wzU1FRYfX4woULiIiI6HQZtVotiouLMXz48E4fi9x8aAIA0m2kpKRg7969uHr1KqqqqgBYZiQ7ePAgFixYgLy8PJw7dw5bt25tM6C9tb59++Ly5cvIzc1FcXExVq1ahc2bN7c5X0lJCfLy8lBVVQWdTtfmOLNmzYJCocDcuXNRUFCA3bt34+mnn8bs2bOFS+2ecuedd2Lt2rXYt28f8vPzMXfu3DZXRlzF1+nkyZPYt28fFi5ciPvvv1+4ZWDp0qVYtmwZVq1ahbNnzyI/Px9r1qzBe++955bzE0IIcc7LL78MlUqFVatWCbN0/uUvf2n3NVlZWdi/f3+b7Vu3bsWmTZtQXFyMN998E4WFhbh06RKuXr3aqTIePnwYcrkcmZmZnToOuTlRMkO6jddeew0XL15E7969hUvVaWlp2LNnD86ePYvbbrsNw4cPx6uvvipcUbBnypQpePbZZ7FgwQIMGzYMBw8eFGY5402fPh133XUX7rjjDkRFRWH9+vVtjhMYGIjvv/8eNTU1GD16NP70pz9h/Pjx+Mc//uG+itvx0ksvYdy4cZg8eTImTZqEadOmoXfv3m45dp8+fXDffffhnnvuwcSJE5GWlmY19fKjjz6KTz75BGvWrMHQoUMxbtw45OTkIDU11S3nJ4QQ4tjPP/+MlStXYu3atQgJCYFIJBK+5Fq9erXd1z3yyCPYsWNHmyn3J02ahHfeeQeDBg3C3r178eGHH+LIkSNYu3Ztp8q5fv16zJo1C4GBgZ06Drk5caz1TfWEEEIIIeSmNmPGDIwYMQIvvfQSAMs6M8OGDWuzfllnVVVVoX///jh27Bh94UVcQldmCCGEEEKIlXfffRdKpdLj57l48SI+/PBDSmSIy+jKDCGEEEIIaZenrswQ0lmUzBBCCCGEEEL8Et1mRgghhBBCCPFLlMwQQgghhBBC/BIlM4QQQgghhBC/RMkMIYQQQgghxC9RMkMIIYQQQgjxS5TMEEIIIYQQQvwSJTOEEEIIIYQQv0TJDCGEEEIIIcQv/X/KG19nt4ihlgAAAABJRU5ErkJggg==",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.8199e+01\n",
+      "\tgrad_norm = 3.3009e+00\n",
+      "step = 8\n"
+     ]
+    },
+    {
+     "data": {
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",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.8439e+01\n",
+      "\tgrad_norm = 2.9941e+00\n",
+      "step = 9\n"
+     ]
+    },
+    {
+     "data": {
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9Hg+PP/54v7HJyckJh501NzdzxRVXMHv27FBFtEgMNGcmKSmJhQsXhv0E8z6uuOIKQP4M9eXpp59GrVaHymAD1NXVJZQPdOedd+Lz+fjpT38aes1sNkf8fD/99NMAEXPI+jJ16lS0Wm3Evxs4lIcV5O233wYGJyztcL788kvGjh0bCtk82RGeGYFAIBAIBIPGvffey9KlS5k3b16obHFzczOvv/46a9asiRmWk52dzZ133sldd93FOeecw6JFi6ioqODxxx9n+vTpXHvttQAsX76c//u//+Pyyy+nvLwcn8/H888/j0qlCq2W33333Xz++eecf/75DB06lLa2Nh5//HEKCwuZPXt21Dkkst23v/1tXnvtNX74wx+yYsUKZs2ahd/vZ9++fbz22mt88sknTJs2jbKyMn7zm9/wpz/9iTlz5rB48WJ0Oh2bNm2ioKCA++67D5AN2SeeeIJ77rmHsrIycnJy+nleQO4B8pe//IXvfve7zJs3j6uvvjpUmrmkpCTMuD4aZs6cSXp6Otdffz233XYbCoWC559/PqLhPHXqVF599VVuv/12pk+fjtFo5MILL4y439tuu4329nbuuOOOfj1aJkyYwIQJE4CB58zEYvLkydxwww3897//xefzMW/ePFauXMnrr7/OnXfeSUFBQWjsddddx6pVq8LO8/7772fXrl3MmDEDtVrNkiVLWLp0Kffccw/Tp08PjXvhhRd48sknufjiixk2bBhWq5VPPvmEZcuWceGFF0a8n31JSkrirLPO4tNPP43YrPLjjz/mmmuuYe7cuVRWVvKvf/0Lg8HA0qVLmT59OhdccMEgXC25aWaw/9NXhhNSQ00gEAgEAsHXloMHD0rXXXedlJ2dLel0OmnYsGHSj370I8ntdkuSdKg0c6TyzZIkl2IeNWqUpNFopNzcXOnmm2+Wurq6Qu9XV1dLN9xwgzR8+HApKSlJysjIkM444wzp008/DY357LPPpIsuukgqKCiQtFqtVFBQIF199dVSZWVlzLknup3H45H+8pe/SGPHjpV0Op2Unp4uTZ06Vbrrrruknp6esLH//e9/pcmTJ4fGzZs3T1q2bFno/ZaWFun888+XUlJSJCBUpvnw0sxBXn311dD+MjIypGuuuUZqaGgIG3P99ddLycnJ/c4vWL43HmvXrpVOPfVUSa/XSwUFBdIdd9whffLJJ/3mY7PZpG9961tSWlqaBMQs0zxv3ryoZZb7lhgebDwej/THP/5RGjp0qKTRaKSysjLpoYceijq/vrz//vvSKaecIqWkpEgGg0E69dRTpddee63ftps2bZIuv/xyqbi4WNLpdFJycrI0ZcoU6cEHH5S8Xm9C83zrrbckhUIh1dXVhV4Llma+9957pYULF0o6nU4qLS2V3njjDenXv/61ZDAYpLvuukuSpEP39vCy4tE+C/PmzZPGjh0b9tpHH30kAVJVVVVCcz4ZUEjSMfBPCQQCgUAgEAgEgoTx+/2MGTOGK664gj/96U8A1NbWUlpaGsoPOtZcfPHFKBSKUBjbVwGRMyMQCAQCgUAgEJxgVCoVd999N//85z+x2WzH/fh79+7l/fffDwmprwpCzAgEAoFAIBAIBCcBV155JZ2dnf361xwPRo8ejc/nS7hP1MmCEDMCgUAgEAgEAoHgK4nImREIBAKBQCAQCARfSYRnRiAQCAQCgUAgEHwlEWJGIBAIBAKBQCAQfCX52jfNDAQCNDU1kZKSgkKhONHTEQgEgm8MkiRhtVopKChAqRRrZ8cD8T9PIBB8XUj0f8jXXsw0NTVRVFR0oqchEAgE31jq6+spLCw80dP4RtDU1MQ//vEP1Opj8+9dkiS6urr6dYJXq9Vhx3S73RG7xR9LFAoFOp0u9Nzn8+Hz+Y7rHAC0Wm3I8AoEAng8nuM+B3E/DiHuh8yxuh8KhYL09PSEF09UKlXYc7/fH3P8vffeG/d/yNdezKSkpADyP1OTyXSCZyMQCATfHCwWC0VFRaHvYcGxJyUlBbVajcFgOCbeMEmSKCkp6WeQBAIBOjo6ANl4TE1NHfRjJ0JPT0/IWM3MzDwhHkGPx0NPTw8AqampaLXa4z4HcT8OIe7HIY7F/fD7/ZjN5oTFjN/vDwkYlUrV77ukL4FAACDu/5CvvZgJXlyTySTEjEAgEJwARLjT8UOhUKBQKFAqlWg0mkHddyAQIBAIoNPpwgzCoKGm0WjQ6XS4XC78fv9xF7FWq5VAIIDRaMTtduN0Oo+7Ae3xeOju7kav1wPgcDgwGAzH1YAW9+MQ4n4c4ljdD4/Hg1KpDP3EwufzEQgEQv8TAoFAP69VX7xeLxD/f4gIYhYIBAKB4GuEUqkMrWgea4KGmtfrJSsri8zMTEwmExaLBavVelzmALKhZrFYMJlMZGZmkpWVhdfrpaOj47hdC4/Hg9lsRqPRkJWVRVZWFhqNBrPZfNxCm8T9OIS4H4c4Ge6Hz+fD4/GgUChISkoiKSkJhUKBx+M56nA3IWYEAoFAIPiacTzyEw431IKr3SkpKcfVYOtrqAVXu7Va7XE12PoazsHVbqVSSWZm5nEzoMX9OIS4H4c4Ge5HXyGj0+lC90On0w2KoBFiRiAQCASCrxHBePTBWPGMRjRDLcjxMtgiGWpBjpfBFslwDnK8DGhxPw4h7schTob7EUnIBBksQSPEjEAgEAgEXzM0Gs2ghXAcTjxDLcixNthiGWpBjrXBFstwDnKsDWhxPw4h7schTob7EUvIBBkMQSPEjEAgEAgEXzOCxsNgC5pAIEB3d3dcQy3IsTLYEjHUghwrgy0RwznIsTKgEzWcg4j7ISPuxyGO1f1IRMgEOVpBI8SMQCAQCARfQwYzJh3kssx+vx+fz5eQoRZksA22gRhqQQbbYBuI4RxksA3ogRrOQcT9kBH34xCDfT8GImSCHM33lRAzAoFAIBB8TRksQRMIBEKN/tLT0wdc2nawDLYjMdSCDJbBdiSGc5DBMqCP1HAOIu6HjLgfhxis+3EkQibI4d9Xic5BiBmBQCAQCL7GHK2g6Stk1Gr1EfevOVqD7WgMtSBHa7AdjeEc5GgN6KM1nIOI+yEj7schjvZ+HI2QCdL3+yrR7yohZgQCgUAg+JpzpIKmr5DRarVH3WDvSA22wTDUghypwTYYhnOQIzWgB8twDiLuh4y4H4c40vvh9/uPWsgECX5fJTz+iI8kEAgEgq8tDo+PHQ3dvPFlA2ab+0RPRzAIDFTQHC5kVCrVoMxjoAbbYBpqQQZqsA2m4RxkoAb0YBvOQcT9kBH34xADvR+BQGDQhEwQpVKZsBdYfdRHEwgEAsFXFpfXz/42G1VtVipbbVS1WqlotdLQ5USS5DH/vm4aZ47JPbETFQwKQUHjdrtDxppa3d8UOFzIqNXqQS3bGjS6LBZL2PPDORaGWpCgwWY2m+no6IhqFB8LwzlI0IDu6OjAbDZHNYqPleEcRNwPGXE/DpHo/fB6vfh8vkEVMkEUCkVC44SYEQgEgm8Abp+fGrOdihYrVa02KlutVLXZONhhJyBF3ibLqGVETgo6tXDif52IJ2giCZljQTyD7VgaakHiGWzH0nAOEs+APtaGcxBxP2TE/ThEIvejq6sLhUIxKGGoR4oQMwKBQPA1wusPUGu2U9lqo6LVSlWrlcpWK7UdDvxRVEu6QcOI3BTKc42MzE3p/T2FjORj809acOKJJmiOl5AJEs1gOx6GWpBoBtvxMJyDRDOgj5fhHETcDxlxPw4R736o1WpUKlXCXpRjgRAzAoFA8BXE5w9wsNPRK1ZkT0tlq5Uasx2vP7JoSUlS9xErRsp7RUuWUXtC/xEJTgyRBI3X6z1uQibI4QZb8PfjYagFOdxgM5lMdHR0HBfDOcjhBnRmZiYWi+W4Gc5BxP2QEffjELHuR0pKCm73ic2rFGJGIBAITmICAYn6LoccHtYWFC02DrTb8Pgi5zAYdWrKcoJelkOiJdekE6JFEEZQ0LhcrpBBotPpjpuQCXK4wXY8DbUgQYOtvb39uHkADidoQJvNZsxmMwDZ2dnHzXAOIu6HjLgfh4h2P462Ge9gIMSMQCAQnAQEAhKN3U6q2qxUtMiJ+JVtVva32XB5I4sWvUbFiFwjI3J6PS15smgpSE0SokUgEAgE3wiEmBEIBILjiCRJNPe45AT8PuFhVW02HB5/xG20aiVl2UZG5vV6WnJk0VKYrkepFKJFcOQEc2RA9sh4vd6YVc6OFX1zACB+FadjQTAHQKvVhsJoYlVxOhYEczJ8Ph9ZWVlYLJaYVbWOFeJ+yIj7cYho9+N4e4giIcSMQCAQDDKSJNHj9FLX6Qj9HDQ7qGqTBYzVHdktr1UpGZadzIjcFEbmGkOJ+MUZBlRCtAgGmUjJ/kqlMm7Z5sEmWjLz8TTYIiWXJ1KWdjCJlFyeSJngwUbcDxlxPw4R6350d3cTCAROWCUzEGJGIBAIjgiPL0BjtzMkVhr6CJe6TgdWV/Q4YrVSQWlWMuWH5bSUZBpQq0QZZMHRI0lSzL4wwSZ3QSGjVCpD4zUaDR6PJyR0gs0yA4EAkiTh9XoHbZ52ux2bzYbRaESn04VElE6nw2Aw0N3djc/nIzk5edCOeTher5euri7UajUmkyksByA1NZWuri7a2tpIT08/ZuGbkiTR1dWFz+cjPT0dIHQtTCZT2BwSbSR4JIj7ISPuxyHi3Y+g5+pY3AtJitI34DCEmBEIBIIISJJEp90TEif1fYRKfaeT5h5n1P4sQXJSdBRnGCjOMFCUYaAsRxYupVnJaEXvFsExImgARBMzkiSFDBKNRoNCoeg3VqPR4PP5QtXNgmJHkiTcbjd+f+SQyLhz8weQ/H4UGjV+vx+v10tycjIqlQqXyxU2VqVSkZycHBJdx8JLFBR1Op0OrVbbryqTJEkkJyXhdnuxWCxotYlX/pMkKaGxkiTh8XhQKpUYjUb8fn+/66vX6/F4PNjt9mPWzyN4v0/m+wFgNBrxeDwDvh+JIkkSHpcL/AEMuqT490Mjz0ExyN7zY30/JH8AyecHBSi1kQVZIvcjOTkZt9sdWuQ4EfmaQswIBIJvLC6vn4YuZ5hQ6StcouWwBNFrVCGhIj/qQ+KlMN2AXqs6TmciEByiu7uboUOHkpSU1O+9w1ecY60qR1qddrvdnHfeeaSmph7R3DrX76bt4y/QZGoZftsVCW8nBQJ4OizostOO6LgAPruT1g83kDKmBNPY0oS2Ma/ajnn5FnT5mZTesCjxY1kcVP/zbdImjyDz9EmokuKHI/nsTrwdVvTFOQkfR3BsaP/0SzpW78BQkknxtedEHde1aR/mlVtJGVNK3vmnxtyns6EdpVaNLid9sKd7RJhXbsO8YitJhdmUXHPBEe+np6eH999/H4fDgVarHVSPmcPhSGjcCRczjY2N/PKXv+Sjjz7C4XBQVlbGM888w7Rp0wCw2Wz86le/YsmSJXR0dFBaWsptt93GD3/4wxM8c4FAcLIjSRLtVneYUJFDwuTwsBaLK+b2CgXkmZJCYqWvl6U4wyD6swhOSgKBAGq1ul88fzAHIBAIkJOTk1C8f05ODh0dHfT09JCamiqv/taaSZtTjFI9cLFua7eT7FeSOiSfjIyMhLaRAgHq/7eUnu37Kf3RJRjLhgz4uAAH3/6AwPY67DVmCqeMRZ3cX+wdjrKkEKd/G4pWK+lp6Qmvvjcs247e7sO//SCZly2IuvIdxO90c+Cpj3C1dFDyvQswjR+W0HEApIA06F6Bbzq+jAxcfiVJ7kDMz6lPqcXW48G/pZrUyxag0usijrPsrqHjP0tRG/WM+MVVaNKMx2rqYXRtrsBR3cSQK87o914gKxOnX4nW4Y94jpIkYd17kJTRQ+P+n9Nqtej1enp6erBYLIOS0xQIBL4aYqarq4tZs2Zxxhln8NFHH5GdnU1VVVVoBQjg9ttvZ/ny5bzwwguUlJSwdOlSbrnlFgoKCli0KPFVEoFA8PXE4fFR3+k8LAys97HLEbWscZBkrYrizGSK+3pVeh+HpOlJ0gjviuCrz5F2Lu/bOLCrqwu9Uk3zW5/jXr2HwqvmYywvGtA8HPWtAOiLcxMaL/kD1D33Md2bKwCw7qo5YjGTf/EcLLtq8FkcNL31OcXfPivuNkn5mfI8vD48nRZ0WfE9Ut5uG51rdwKQc9a0uEIm4PFR88Q7OOvbQKlAihe/iizwerYfoP3TL0mfMZqsuRPjbnMkHAuh5LM56dl+gJRRxWgzTYO670SRJAnbvjrMq7aTOWtcP/EYFLp+e+wFr4xZ42j9YD0Bt5fODXvIPmNyxHHqFAMKpQJvl5Xqx96m7GdXRBU+g4Hf7aXp9ZV0rtsFgGFYAenTRobPKXSOzoj7sGw/QO2/3sNQms+Qy0/HUJIX85gajWbQijQEv68SDWc9oWLmL3/5C0VFRTzzzDOh10pLw12/69at4/rrr+f0008H4KabbuKpp57iiy++EGJGIPiG4PMHqO1wUNlqpaLFysEOe69wcWK2xe48rFRAfuohoVKcaQjztKQbNMK7Ivhac6RCJkhQ0LS1teFxeUChxt3SyYGH3yBt+igKFs9Bkxp/pdnv9uJu6QLAkICYkfx+Dv73Q3q27gcge+FU8i6aBUDXF3vxuzxoM0xo0lPQphtR6mM3hdVmmshbNIum11fStX436dNHkjJqaMw56LJTQamEQAB3c0dCYqb1k01IPj/qFAOZcybEP8en38e+vxGAomvPInXi8Kjj/W4vXRt20758C572HkAOT8ucPR7FUa6ES4EArqYOHLUtOGqacdS2oMtLp+T7F0bdJuD14Xe48TvlH11uOmpDf4+XLGD2072lCltFHQQk8i6aRe7Zp0Tcr8/hwt3ahbulE1drJx6zhSFXnI59fyNqowF1ih51igGVIWlAYsvvdNO5fjcdn+/A3dYVOofDxYwqjqEfRG1IIu2U0XSu2Yl51Tay5k2KOB9DcS4l37+Q6seX4GoyU/vUe5T+6GKUmnAzXAoEkHwBFGrlEd9PZ6OZg//5AHdLJwApY4ZiLC/sN06VrJfP0elG8gdQHFZ8xtb7mXTUNFP115dJnzGa/Itmx/QqBRtrHo2g6ft9lWg46wkVM++++y5nn302l19+OatWrWLIkCHccsstfP/73w+NmTlzJu+++y433HADBQUFrFy5ksrKSh566KGI+3S73WEJSsHSdQKB4ORHkiSaelxUtlip6BUuFS1W9sfodg+QkqRmaGZ4CFjwJz9VL5LtBd9YjlbIBFEqlaSnp2OxWBh60zk4PvwSR20L3Zv2YdlZTd4Fp8mGXIxqfK6GNugtTqAvip0XEvD6OPifD7HsOABAztmnkLdoZkistC/fgrOuLXyOOg2a9JRecZOCJt2INsNE2tTykHcka95EujdX4KhppuHFTyn/7XWodNE9JwqVCl1uGu7mTlwtnXHDvwbilZECEnX/W4plVw0ABZfNI+PUMZH322PHvGobHat3hHkLUsaVkrNgKt1bq2h+ezUEJKRAQH6UJNnLEwjIj5L8Xu45M8i74DS8PfaQaLHXNOOsayXgDq9U53O46Ny4B8vOGvxONwGnO0y8SL7wlfPSmy8KXSOfzUnPtv10b6nEVllP34opSq2agNuLp6MHV1MH7rYuXC2dsoBp7cJn7R9eZJowjPpnPw5/UakMCRu1sfcxxYCxvJDUCYdEobPRTMeqbXRt2hd2jsnDC8g4bWy/Y6l6BVnA4yPg9fUTHX3JmjeJzjU78bR1Y91bGzUfK2XMUIquXUj9/5Ziq6yn/vmlFH/n3DDxY9/fyIGH35CfKBQoVEoUapX8GPa7itSJZeT3invoLVqzZieNb6xE8vpBqST/ollkL5gaUWCpjfreDcHvcKFOMYS9P+SyeaROGEbj6ytxNZrp2riXnm37yTn7FLIXTIl6TY5G0Bz+fdW3closTqiYqa6u5oknnuD222/n17/+NZs2beK2225Dq9Vy/fXXA/CPf/yDm266icLCwlAN/H//+9/MnTs34j7vu+8+7rrrruN5GgKB4AjosnsOCZbex8oWa9QeLHqNSu5yn5vCsGxjmGBJNRy70pgCwVeVwRIyQRQKhRwbX5BFwc+vonP9LpqXrMFvd9H0xio61+1myFXzo4aBOQ7KIWbaTNMhQyrSvL0+av/1PtbdspGfe/6p5J53apjXRZtuwm934e22IfnlhY6A24u7pTO0Ih0kdfKIQ+egVFJ0zUIq73sRT4eF1vfXUXDpvJjnnZSXERIz8UjUKyNJEk1vrKR70z75HM+dQfb8Kf3GuZrMtH22he5N+0LCQaFWkT5jNNnzp4TC4Do37MbbaY07P4CAz8/e3/8Xj7kn4vsqo57kkjwMpfkYSvOw7D5Iz5bKhPbttTjoWLND9sAcLmB0GkzjSkmdUo5pbAlKrYb9D72Ovaoh6v7UJgO6nHR0eRlIHh8qgw6/o483PhDA12PH12M/bEuJlDEl9GzbT8fn20OeL5CFVNopcmievjA78nH75FP5HS6UMTyP+iFZGMuLsFXWY165LWZxiYxTx+LtttPy7lq6N1egSTNSsPiQPSv1XbSTJCSfv59gDOIrPXTOfoeL+pc+pWdLFSD/jRXfcB7JpflR56Lqc44+e38xA2AsL6L8zmvoXLeL5nfX4bc5aXl3LZ1rd5J/yZywv62+HImgifR99ZUQM4FAgGnTpnHvvfcCMHnyZHbt2sWTTz4ZJmY2bNjAu+++y9ChQ/n888/50Y9+REFBAQsXLuy3zzvvvJPbb7899NxisVBUNLCYXoFAMHg4PD6qWm1UtFrDPC5t1sjhYWqlgmHZcg+WUXly/5WReSkUpRtEt3uBIEEGW8gECQoKhVJB5qzxpE4so7nXuHE1mTnw4GuknzqG/ItnozGF974IelJiVesKeHzUPPUutr0HAchbNIvcc/qHIpX8QA59kgISPqsdb5cNT5cVb++P/LsNv8vdr5JYUkEWOeecQusHG2hfvpW0qSNj5gMk5WXSw/5+IulwBuKVaf1wA+aV2wDInDeR3AtO6zem5b11tH60MfRclZxE1tyJZM6b2O/aJg8bQtG3zwIFKBRKUPaWClYq5XumVMhhS0oFuqw0rHtqAVkY6QuzMfQRL9rM1DDh6Hd6CLjGodLrUBmSeh918qNeh0qvRWVIQqnXgSSx+5dPIXllI1Sp02AaP4zUySNCAib82mZgP9CELjsNXV46SbkZ6PLS0eVmRAxZy5w9noDPj9/mxGt14Av9OPv87kA/JJuax5dg21cX2labk0bW3IlknDom5HmJRt/3/XZX3DDKrNMnYausx7q7FndrF7rc6BXLcs6ejrfLSsfqHbR/+iWaNGNIyBpKcin72ZVIfn+odHKwnLn82Pu7L4AuT07at9c0U/ffD/F0yJFIqZNHUHTNwrjnqE4+tKAQK5xOoVSSOXsCaVPKaf1oI+0rtuHpsHDw6Q9IHlGI4ezIeUIDETRH+311QsVMfn4+Y8aEu1RHjx7Nm2++CYDT6eTXv/41b7/9Nueffz4AEyZMYNu2bfz973+PKGZ0Oh063bFLqhIIBJHx+gPUmu1h4WEVrVbqOh1E63tVmK4PEywj8+QeLLojqJIkEAgOEQyxPtZdytVGPUXfWkjmzHE0vPwZzvo2ujbswTSulLQp5WFjQ8n/RZHzZfxuL7VPvoOtoh6A/EvmkHPmtJjHVygVaFKNaFKNcROU+5Jz9in0bKnC1dxB/QvLKL/zWyhUkb93gkajq7kjZu+YRL0y7Su20vrBBgDSpo9iyOVnRNxn8nDZw6XNSSN7/hQyTh0TVSDpctLQ5aRFPebhFFw6F6VWg74wO2YIFUDa5BGkRVmBjzh+2kgkr4+0KeWkjClBqY2+//yLZzPkitOjXvtIKNUqlGnGuBXBJJ8fW0U9pvGlZM2dhHFUccL5NSrDITvS54hdBADANH4YmowUvJ1WzKu2RaweFkShUDDkyjPwWuxYth+g6c1VaNKMpE0pR2VIInl4QUJzBFnI7H/gNQgEUGhUDLnsdDJmj08oD1SpVaPQqJG8PnxxCh2ALPAKLp1HxuzxNL35OdZdNdirGlBNjJ53loigGYyFlxMqZmbNmkVFRUXYa5WVlQwdKl8Yr9eL1+vtd+IqlSpmZ2OBQHDskCSJxm5nWHhYRYuV6nY7Hn/kv8ssozbU5X5UXgrlvQLGqDvh1eEFgq8dWq0Wv99Pbm7uMRUyfTGU5DHil1fTsWYntsr6fuEnYcn/QyOLGXdrJ46aZgAKLj89amWowUCpVlF47Zns//srcijX0s3knjsj4thgKFfA5cHXY49oRCfqlfHZnLS8tw6AlLGlFF93VlQD2zi6mNL/u4SUUcVHndx/OCkjiwd1f31JpEpckGNZ0SvtlNGkjCk5ooppSo0apU5DwO3Fb49dZAZAoVKSNXcizUvW0LlhD3mLZsXsLaRQKhn63fM48Mgbcv7Wy5+RMnrogK+HYWgexvJCvN02ht54PvohWQPaXm3U4+2y4rPFLnTQl6TcDIbdcjGW3bV0b9pL8oThULU16vhYgmawPMgn1JL46U9/ysyZM7n33nu54oor+OKLL/jXv/7Fv/71LwBMJhPz5s3jF7/4BXq9nqFDh7Jq1Sr+97//8eCDD57IqQsE3wg6bO5D+SytVva1WKlqtWGLkteSrFVRnpfCyMOES5ZReEsFguOFUqkkNTX1uAmZIAqlbNBFKhOcSPK/oTiX0psvxt3WFbcK2GCQXJpP1umT6Vy3Kyx/4HB0OemgACRwtXREFDO2ynqkQCCuV0Zt1DP8J5fR+tFGhn733JgeCYVCgWlMyUBOSdAHlU4Ts7hD3O2Tkwi4vfjiVDQLkjFzHC0frCfg8mDZVdOvFPLhKLVqSm++iNp/vUfB4rlHJOwUSgVDbzgPhUZ9ROeqSk7C22WNW4I6EqaxJZjGltDZGT+XLJKgAQYtFPaEipnp06fz9ttvc+edd3L33XdTWlrKww8/zDXXXBMa88orr3DnnXdyzTXX0NnZydChQ/nzn/8smmYKBIOI3e2jsvWQYJFLINuilj3WqBQMzzYeCg/rfRySphd5LQLBCcbtdsvNLU8i1KlGci84DW+nNWbyv3FkEcaRxy/PNe/CmWTPnxJz9V6pVZMxcxwqQ1LU3In0U0ZjGJaPp60nbl8ZQ3EupT8QrSVOdlInlRFwehIqxw2yUC28agFJQ7ISKj0e3Gb4Ty8/qvYAsf6e4mEaPwx9UU7I+3gs6StozGYzAD6fb1BCYU/4t90FF1zABRdcEPX9vLy8sD40AoHgyPEHJGo77OxttrCvWRYuFa0W6jsjrzwpFFCcYZBFy2F5LZoYJVgFAsGJQ4qWpHaMaHlvHY6DraSfMor0U0ZHHKPLSiXvvFMH/dgBr4+ONTvp2bafomvOTChvxH6gkYZXloMEI3/77ZjhQEGKrjnz0DE9voh5ILqsNHRZ8Y9/MuF3ugfkEXDUtdL+6Zd4e+yU/fTymGM9nVbMK7aQfsrouKW4T0aGXHb6gLfR5WXgqG0hqSALZZTcT8ueWpreXIXKkMSIn10ZVcg4G9rpWLsL/ZAsMmePH/BcEiH/wpkJjXM1mal/+TN83TZG/v76uHlW0dBqtWRmZobEzGDl9J1wMSMQCI4NPU4v+5otsnBpsbK32UJFqxWXN3JeS3aK7pBg6X0ckWvEECN5UyAQCCy7anDWtw3YYHU1yw0aI/X5SBSFSkXbJ1/gszjo2b4/bsEAgIDXj6tRNqZiJfRHomPtLtqWbmLYrZd85YTL4Tjq26h5fAl5552acFif5PXTvVnOdfb22NGkJkcdW/PkO7ga2vH22Bl6w3lRx/nsLuqf+5iCy06PK0YlScLbbUObnpLQfI8nkiTR/PZq7PsbsVXURW02GnC6cTd3xgxtBOhYvYOO1TtIys8kY9a4Y97c2edw0blmJ9lnTut3LIVKheNAkzzO4jiiPCSQc2T69n+0WCxH1FjzcISVIhB8xfEHJA522NnbbO0VLhb2Nltp7I7sbUnSKBmZZ2JMflC0mBiZl0JG8vGNrxcIBMcGrVZ73Irk+J1unA3tACSPiNxfJhKW3TUc/M+HBNxe1KnJR5wbolAqSJ1YRsfqHfRsrUpIzPRdVZZ8fhQJrjL37DhAw0ufgiTR8u66mAb6YBDwePF0WknqraYWD9v+RpIKMvuVM45G2ydf4Oux0/DqcjQZKTH7owTRF+egUKuQfH7s1U0xq5xlz59M/f+W0r2lkrxFsyKGa0mSxMGn38dWUY+jrpVht12KviB6Env3l5XU/+8T8i44TW4GeZwjBPwuT1RPnnXPwVA/m8zZsXoMyY/xxEnGaWPpWL0DV3MHzoOtEav1BTy+UEPNo8HV2kntE+/ibutC8vnJPcyLqu4jWr3dtiMSM32T/bOz5f4+R9JYMxJCzAgEXyF6nF4qWg6Jlj3Ncu8WpzdyU60haXpG56cwKs/E6HwTo/NTGJqZjErktQgEX1uUSiUWiwWDwXDUK57xsFc3y9aZQhGzQV8QSZJo/2yL3K1eklCnJidsfEcjdbIsZhy1LXi6rHFX7RV9vM3xursHsR9o4uB/PgBJQl+UQ+HVC+JuE/D5cdQ2Y6uox1nfTskPLoxpwHo6LdgqG7BVNZA2tRyf1UH9c59gKM0n49QxpE0tj9o7JOD1UfvUuwQ8XtIml5M5ZzyGYQUxj1d07Vl42ntw1rdx8OkPGH77FRjieNeUGjWGobnYDzRhPxBbzKRNG0XLu+vwdtswL98SsVyxQqEg74KZVNctwWdxcOCh1xn2f5dgGNrfcJckifZPNyP5/DQvWUP3liqKrjsrpviJh9/txW9zoM2Mnhfj7bbRvbWKnq1VOBvNjL3/pn6fGSkg0fLuWgCSRxRiHBWjWtwhNRNzbvqhuejy5Yatnet3RxQzHau30/rJJlInDidtSjnG8sIBlbkGOezt4H8+JOB0o1Cr0GT0//tRJWlRJmkJuDx4e2wD2j9Er1o20Maa0RBiRiA4CQkEJA52OtjbGyYW9LrE9LbkpjA638SovN7HfBOp+iOv5CIQCL6auN1u/H7/oKx4xsO+X+7eri/Kjpt7EfD6aHj5M7o27JG3Kc6l9IeL0KQZcTaZ2f/3V1GnGFCbDGhSDKHf1SkGNKZk1Cl61CnJqE2GsNVx44jCUGf4nm3745Z0DvPMeHzQv/F5GK4mMzVPLEHy+tFmpVL6o4sjnqvkD+Coa8VWWY+toh77gaZQ80gAd0tnWKJ1X/Fir6wPNT0EUGo1oUaGjppmHDXNNL6+ktRJZaSfOqZfuWZXo1lusOj10/XFXrq+2IsuP4PMWeNJnzEmrKN9EFWSltKbL6Lqb6/g7bJS8/gSRvziarQRjNm+JA8f0itmGmOOU6pVZJ0xmea3V9O5bhe5550aMVk9eXgBw39yGdX/eAu/zcmBR96k9OaLMI4oDBunUCgY/pPLaV6yho7Pt+Osa6XqvhfJPXcGOWdPj2jES34/nk4rno4ePGaL/NhhwWOWH31WB5oME2PuuTFsO0+XlZ5eAWOvboI+aWjWPQdJnTg8bHzP1kqc9XJT2PyLZ8f2uoTETKyrJ59vxqljaX57Nd2bKyi4bF4/EdW9pQq/zUnn2l10rpWr8qVOLCN1yghSRhbFFDaSJGFevpWmtz6XFxZMBkp+sCjqooQm1Yjb1Ym3xx574ocRq/zyQBprxkKIGYHgBGNxHfK2BIVLRQxvS0FqUq+XxcSofFm4lAhvi0Ag6EWSJFJTU7HZbMdc0Nh6w2qSywpjjvNa7NT+6z0c1XIfmbRpIym69qxQIr3PYifg8uBxefC0d8fcV+qUEZR871DhIIVKhWnCcLo27BmwmAl4I5eZD+LptFL92Nv4HW7UKQaG/d9iNKZDITeulk6su2uxVdRh299IwOXptw9dXgbG8iICXj+dG/dg7xUwHnNP/7klaUkePgTD0FzSTxlN5qzxdG7YTc/WKgIeH92bK+jeXIE6NZmMGWNIP3UMSXkZGEryGHPfTXRv3kfH6p0469twN3fS9MYqmt9ZQ9rkcjJmjyd5eLi3RpNmpPSWi9n/wKv4euzUPP42ZT+7MqYwDTZ1dNa34Xd7Y5YEzpw9ntaPNhJweej4fHu/8KUghqIcym6/gupH38TbbaP6sbcpuelCTGNLwsapkrQUXjWftCnl1L+4FE97Dy3vr6d7236Krj0zVEVMkiQq7v4f7rYuonZt7sXbZUXy+/H2OOjZVkX3lsrQ5zR0XL0O08ThpE0e0c/rIvkDtLy3HgDThGFxPZRSgp4ZkKvkNb+zBr/TTc/2A/3KPQ+94bzeOVfhqGnGb3fRuW6XXG7coMM0sYy0KSMwjiwOK0gQ8PpoeGU5Xet3A3K59JIfLorp1dSkJeNu7cTbnbhnJpE+MoMhaISYEQiOE0FvSzApf0+zlX0tFhq6IntbdGolI/NSGJ13SLSMzjORahDeFoFAEBu1Wj1oIRzRCHh8OGtbADCWRc+XcdS3Ufvku3i7rADkLZolr6T3MeaShmQz9PsX4LM48FntvY9OvFY7PqsDn8VBwO2Vzy2lf9J56qQyujbswb6/Ea/VgSYlurvl8DCzaPjsLqofewtvtw2lTkPpjy7ul6DesWYn5uVbwl7TZqXKJabLizCWF4bKObvbuql/7pOwsUHxYiwvxDiiEH1RTlj+Q7BUtf/K+fRsraJz/W7s+xvx9dhpW7qJtqWbMJTmM/zHl6FK0pI5ewKZsyfgqGulY81OujftI+D2hnlrCq+cj7H8UPlr/ZAsSm66gOrHluBq6qD23+8z7EcXR13VNwQ71AckHLXNMRtwqvQ6MudOoH3pZtpXbiN74bSIleAAkvIyGN4raDzmHmqffIfiG86LGMpmLC9k5G++Tct762hfvgVXQztVf32ZnDOnk3vejEOCtY8XRJOWgjbThDYrVf7JNKHNTEWXlUrH+j00vvRp+NxjiIG+dG7YLYsmhfzZjkuCOTMAmtRkTGNLseyspnP97n5iRptpInvBVLIXTMXTaQ0TY36Hm671u+lavxu1ycDoe76HUq3qt7CQOqWc4uvOiltSPPg59iUYZjaQhphHK2iEmBEIjgFWl5d9LVb29REtFS1WHJ7I3pb8kLflUH5LaZbwtggEgiNnsEI4+uLzHTL+HbXNSH650EByFDHTvbWK+uc+lssZ6zQUX38OqZPK+o3TpBhi5l+AnBDvtTgiGpUpo4eGOrZbtu+PmYDdL8wsyrFqHl+Cu6UThUpJyQ8ujNg7JGVkET1bKvuIl6KoydHa7FR0uRlos0wYRxRiLC/qJ16ioUrSknHaWDJOG4u7vZuujXvo3LAXb6cFhUrZTyAYinMxfCuXgsVz6d5cQceaHTjr2nqraPUP9UoZNZSiaxZS//xSbPvqqH/pM4quPTOiwa02JJGUnylXozvQFFPMAGSfPhnz8q1yONSG3RGbqgbRZaVSdvsVHPjHm7ibOzn49AcEvn0WGaeO6TdWqdVQcOk8UiePoP75ZbhbO2n75At6tu9n+E8uo+DSuSiUSrRZqWgyUqKKEQBjr0AbSJgWyGK49YMNAKRPH5VY/s4APDMgFwKw7KzGtu8gnk5r1DBAbUYK2fOnkD1/ihwmt20/PVsqsVc3YRiah1Kt6r+wcOFMcs45JTFh1dss1tsdP8xsIEImNP8ojTUTQYgZgeAoabO62HKwiz19qolF69uiVQdzW8KT8tMMopKYQCAYfAZT0Njtdrxe76HnvSFmSfmZEXMhJL+flvfXEfD40GSYKP3hIvSF2Ud2IsjGa7QGhkqNGtP4YXRvrqBnW+JiJpJnRpIkDv7nQxw1zaCAouvPIWXU0Ij7Shlbyug/fy8hY1ChUDDy99cddYldXXYaeRfMJPe807BXNcQ0imVvzXgyZ4/HUdeKde9B9EMiG9wZp43FY+6h9aONdK3fjS7TFDUsLHl4Aa7mDmwHmojXHlKTZiT9lNF0rttF+6dfkjl7fFi+T6TxZT+9gup/vIWzvo36/31CUkFm1EaUycMKKP/1NbR+uIG2ZZvRpCajTjFgGhe/OluQpPxMhv/0cpKH5Q8ogb7j8x1y2JVSSe4FpyW8HRA3ZyaIaXwpaqMen81J18Y95J47I+422vQUss+YTPYZk/F22/D3hj+al2/B22WNubAQjWBFs3gFAI5EyITmfdj3lV6fWENQIWYEggHi8vrZVNvJ6iozn1e2s6/FGnFcnimJ0fmHkvHH5KdQkpmMWjSbFAgEx5HBEDRWqxWbzUZy8qEQr0P5MpG9MgqVitIfXETTW6souuZM1DFCvwaD1ElldG+uwLqvHp/DFbVKmkKlBKUSAoGIYkahUGAaV4plVw0Fl83rF9oTNnaA3vPB7BWiUCowjiyKP7AXQ3Fu3M70uRechqfDQveWSnQxSkInDx9Cx5qdOKqbkPyBuN6l7IVT6Vy3C4+5h55t+0mbUh5zvNqol4sCPL4EY9mQuPNWatTkXzSb1MkjUCcnHdF1PrzgQDwCHi+tn3wByLlBifYdkgKyZybROSpUKtJOGY15+RY6N+xO2JMSRJNmJBhANuSqBfhdHvLOP23ACwuHPDPRxczRCJkgfb+v+i6exEKIGYEgDpIksa/FypoqM59XtfNFTSduX3gPh9H5JsYV9EnKzzORLvq2CATfCO6//37uvPNOfvzjH/Pwww9HHff666/zu9/9jtraWkaMGMFf/vIXzjvvUK8SSZL4wx/+wL///W+6u7uZNWsWTzzxBCNGxA6/SoSjETRWqxWLxYLRaETVu2otSZLc30KtiipmAHQ5aZT+8KKjnn8ipIwpkXNQhhXgt0UXMwBKrZqAyxM1zCxzzgSSy4aEVR/7JqBQKCi89kyyFkyJWaY5uawAFKDNTJUrgvUautFIyssgbdpIVHod+uLEmquq9DqG33YpihjhYYcTT/QMJkqthpIbz6f1o43knntK4hvGKUgQiYzTxtK9aR+pE8qQvD4UcfJboqHSaSj9waIj2jZ4jyV/IGLhB0mSjlrIBAl+X7W2tiY0XogZgSAC7VY3a/a3s7rSzOr9Ztqt7rD380xJzBmRxewRWcwuyyLTGLskqUAg+HqyadMmnnrqKSZMiN1Bfd26dVx99dXcd999XHDBBbz00ktcfPHFbNmyhXHjxgHw17/+lUcffZTnnnuO0tJSfve733H22WezZ88ekpKOrhcLHJmgCQoZk8mETqfD5XIBstE77EeXxK0GdqQ4G81yuFCE8LVoqJK0jPz99eAPxG3qN/qeG1Gq1Sg00Q3lgQqZgMcXNbk9Eu72bryd1oS8K36nG1tlA+62LrLnT0m4SWLA48Ne3YixvDhhL5LkD0QVMpI/gL26CYVaxbi/3Ry1701fgmWOUyePIHXi8JghZgDOJnOoSWSse+BzuOjeXIHk85Mxc1zUZpYgexPsNc0oVEpSJwyPOm6gBAs0DISM08aQFsPb1xdHfRvOujYMxTmMuff7x71JaF/0RTmM/esPUUXwfEmSRFdXF4FA4KiFTBCtVktqavT+P30RYkYgQA4d21zbxeqqdj6vMrO32RL2fpJGyanDMpkzIpu5I7IoyzEOariAQCD46mGz2bjmmmv497//zT333BNz7COPPMI555zDL37xCwD+9Kc/sWzZMh577DGefPJJJEni4Ycf5re//S0XXSR7Mv73v/+Rm5vLkiVLuOqqqwZlzgMRNH2FTEpKCh5P/7LDffNP/C4P3Zv2kTF7/FF9P9Y+9R492/eTd+HMhPID+tLx+Xbalm4ma95Ehlx+etRxfb023h47HnNPqOTwkdCz/QCNry6n8OoFmMYPizvevGobja+uQJNhYvSfboh7vbwWO7VPvQvITUITDWnq3lpJ/XOfoMvNYORvr42bD+LtsVH55xfInDOBnHNO6dfXpP75T+j6Yh+micMTXuF31rfR9MYqFGoV4x+5Ne74nq1VtH6wgaTCbEb++tqo4/w2J42vLAfkEMNYYsa8cluo8lssMSMFpAGHDg4UhUoV8nDGo+HFT3HWtZJ73gz00QSmJNH2ySZUBl3M4gpHi1KtQtlnccFWUU9yb2iex+PB5/ORk5MzKEImiFqdmEwRYkbwjUSSJCparayujB46Nm6IiTkjsplTlsXUknR0A3B1CwSCrz8/+tGPOP/881m4cGFcMbN+/Xpuv/32sNfOPvtslixZAkBNTQ0tLS0sXLgw9H5qaiozZsxg/fr1UcWM2+3G7T7kObZYLBHH9SURQXO4kImH3y1X/7Lvb8Td3k3B4rlxt4k6v94k/47VO8g5a1rCCdl+p5uOVdshEIhp2PbF02Wl+pE38fbYGHbrYpKHDVzQSJKEecVWvN02Gl7+jJEjCuMeP5if4e204KhpjntcbWYqKBUQkHC3dicsZjrX7gIgqSAzoevY9MYqfDYn5s+3k3XG5H5ixjiqmK4v9mHbezBhT1SwcpYmIyUhkeuolUOLDENjh4wp+hi6UpS+bEH0vftyNrRFzfGx7W+k8ZXPKP7OuUdVqOJIcDV3oDLoQuWPg+iHZOGsa8XZYI66rXn5FlreXQtKJUkFWTHLpAc83rglmBOhbekmmpesIev0SSQtmIAkSaSnpw+qkBkIIhNZ8I2h3epmydZGbn9tGzPu/YxzHl7Nnz/cy+oqM25fgFyTjsumFvLIVZPY/NuFvH/rHH55zihmlmUJISMQCMJ45ZVX2LJlC/fdd19C41taWsjNDTfOcnNzaWlpCb0ffC3amEjcd999pKamhn6KihILeQkKGq/XS0dHB4HAocWcgQqZgMdH7ZPvhKqbBRPHPZ0W6p77GMvuGiR/bGOzL5nzJoBCDg3q2bY/4e061uzE73Sj0KjJOn1S3PFucw8HHnwNd1uXnAfgcIfOZyAoFAoKv7UAhVqFt9smG5ZxSCrIIqm3jG/35oq445VqlSxoQO5pkgCuls7QPcmYNS7ueMvuWrq/rASgYPHciCF+pnHDQKEg4PFhq6hLaB6eTlnMxGrIGESSJJwH5c+7oSQv5lhlnxDBgC/258vQm6cjef24mjv6H9cfoP75T3A1dVD115cxr9x2qLnlAAl4fXRvqaTmyXew1zTHHOtu6+LgMx9Rcc//aP1wY7/3k3pFlauxPeo+MmaNl//mAgEOPv0+nq7IRYkkSaLyLy9R/dhb8t9kYODnJ0kSTW+vpnnJGnlezR1I/gBarRaN5sT1wBOeGcHXlr6hY6urzOyJEjo2uyyLueXZjBChYwKBIAHq6+v58Y9/zLJlywYll+VouPPOO8M8PhaLJa6XKEgkD43dbh+YkPH6qP33+9gq6gEYcuV8MmfKhnP3l5V0bdxL18a9cv+OSWWkTS3HOKIoZuy/LisN0/hhWHZU075yG2lT4+cXBLw+2j/7EoDMWePiVk5zt3Zx4JE35IaYWjUlP7yIlN7O7lV/eQm/y4O+KBt9YQ76ohz0Rdlo0qN7FnQ56eSedyot767FvGobadNHxe0EnzZtJC3vmuneUknBZfPi5pLoctLwtHfjbuuOOS5I0CujyTBFLS0dJODx0vjKZ4BcnS49Ql8XkKuMJQ8vwL6/kZ4dBxIKqfN2yv97tRmx85iCY302ubWBYWhsMdO3MIAUJ3dLk2FClZyE3+7CWd/Wz/OiUCkZ+t3zOPjMh3jae2h8bQXWvQcp+vZZCeVtSZKE/UATXV/spefLSvxOWRhrUo0RPwducw+tH26g64u90CsqbFUNBHz+sH44+iHyPD0dFvxONyp9//xcVZKW0h8sovKvL+OzOKj913uU3X5FP6+arbIed3Mn7uZOrHsOos1JI2veJDJOG5uQJ1MKBGh4+bPQ5yp1YhnFN5xLt9Uy6A15B4oQM4KvDZIkUdlqC+W9bKzu6Bc6NrbAFMp7mTI0naQYyZ8CgUAQiS+//JK2tjamTJkSes3v9/P555/z2GOP4Xa7+8XE5+Xl9avM09raSl5eXuj94Gv5+flhYyZNmhR1LjqdDp3uyAuQ9BU0zc3yKnKiQkby+zn43w+x7q4BoODSuWTNOxSzr81KJblsCPb9jfjtLjrX7qJz7S7URj2pk0eQNnUkyWUFEY34rNMnY9lRjeNAE4661rhVqro27sFncYBSSfbCqTHHOpvMVD/6Jj6LA2WSltJbLsJYJod9BTw+XK2dEJDwdlmx7KgObadKTkJfmN0rbuSfpD7li3POnEr3lxW4Gs00vPgp5Xd+K2ZoV9q0clreXYvP4sBW2RASU9HQ5aRj3V2bkGcm4PPTuXEPAJkzx8bNA2n9aCOeDrkBZ+G3FsZc2DNNGI59fyOWndUJ5ZgEPTOaKM0e++I4KP+NKDTquAUYFH37BcXxzCgUCvTFudj2HsRR10rGaWP7jTGU5FH+q2toeGU53Zv2YdlZTcWfn6f4O+dEbQzqbuui6wtZsHs6+iyYKhSkjB5KyuhwEenptND68Rd0rtsNvd5QTYaJ3PNmkDFjdL/PS1LhoZ5AriYzycMjh5DpctMZ+t1zqXliCc6DrTS8srxf01PjiEJKfrAI88qt2Crq8bR10/T6SlreW0fGaWPJmjcJXU5axP0HfH7qnv2Ini1VAKSfNpaiby08oQUJ+iLEjOArTbvVzdr9ZlZXmVld1U7bYVXHck06Oe9lRBazyrLIElXHBALBUbJgwQJ27twZ9tp3v/tdRo0axS9/+cuIyb2nnXYan332GT/5yU9Cry1btozTTpMb7ZWWlpKXl8dnn30WEi8Wi4WNGzdy8803H7NzAVnQ9K1U1reXTDSkQIC6Zz/Gsv0AAHmLZpG9IFxEpE0eQdrkEXi7bXRvqaT7y0ocNc34bE46Vu+gY/UO1KnJpE0eQc65M9D08aYYRxahy8/A3dyJeeU2iq87O/pc/AHalm0GIP2UUTE9AI66Vqr/8RZ+uwuVXsewWxeHhTMpVErKfnoFzoY2nPXtOOvb5FAanx+/3YWtoj7khdJmmhj9pxv7bKui6Jozqfrby7iazLQt+5Lcc6KX7NVlpWEoycNR20L3lxUJiRkATwJixrLjAH6bExQK0iMY7n1x9s4VIPus6WECLRKpE4bR/Nbn+CwOHAdb4nqggjkziXhmHLVyiJm+OCeuoaxQKeXGkxJIvvihgYbiHGx7D+I8GL3cr0qvY+h3zyVlzFAaX1mOr8dO9aNvknPWKeRdcCoKlUoWimt30fXFXrmxah+SCrPJmDGatGkjw/JfvN02Wj/5gs61u5B6hZcmzUjOOaeQMXNcmDemL2pDEpr0FLxdVpwN0cUMgGlcKXkXzqLl3bV0rd+NoTiHrHmTDl0vpZLUicNJnTgcZ6MZ88qtdH2xl4DLg3nFVswrt2IaW0rWGZMxjioOCSG/28vBf7+Hdc9BALIXTCF/8dyTKpJFiBnBVwqX18+XB7v4vEoumxwpdGxGaSZzRojQMYFAcGxISUkJlVMOkpycTGZmZuj16667jiFDhoRyan784x8zb948HnjgAc4//3xeeeUVNm/ezL/+9S9AXjn+yU9+wj333MOIESNCpZkLCgq4+OKLj+n5WK1WXC4XSUlJuN3uuFXOpIBE/fNLQ/kVOefOiGm0a9KMZM+fQvb8KaGGjN1fVuCsa8PXY6djzU7yLpwZto1CoSBr3iQaX1lO9+YK8i+ZEyZ2+tK9tQpPe488lzOnRZ2HvaaZ6sfeJuB0ozLqGX7r4n4VohQqJcnDC8IqmwV8ftwtnTjr2+SfhnacDe3oC/tXlzKU5JE1bxLmldto/XADaZNHoMtNjzqntGkjcdS20LO1iiFXzo9q1AKhVXNPp4WA19cvjKgvHWtksW0aWxIzV0UKSDS8/BkEAmiz08g9O36/FF1OOrq8DNwtnVh2HIgpZiS/P9QxXpNAzkzQMxMvxAzkz4hCrUby+uIWAADQ93r3nI3tSH5/TK9ZxowxJJfmc/C/H+Ksa6Ptky+wVdZT/N1z0Wak0PbJF6HmkZo0I2nTR5E+YzT6gqx+++reWkXdMx+FRIzaZCDn7FPInD0+5j0MzXtIlixmYuTNBMk5ezrO+lZ6tu6n8fVVckGACM1A9UOyKLrmTPIvmk3nul2YV22XPZG7arDsqmHYbZeSMqoYn8NFzT+XhERb3oUzB9y083ggxIzgpEaSJKrabHxeKee9bKzpwOUNDx0bk29iTnkWc0dkM1WEjgkEgpOAurq6MDEwc+ZMXnrpJX7729/y61//mhEjRrBkyZIwUXTHHXdgt9u56aab6O7uZvbs2Xz88cfHNC8nUvnleGWbW95fh+8LOTE/e+FU8i44LeHjaTNN5Jw5jZwzp+Fu66Z7SyV+hytiLkD6jDE0v7OWgNNN55qdEcs0S5JE29JNAJgmDo8ammSraqDm8SUE3F7UJgPDf3xZwn1klGqVHF5WmA29Xg4pIBFw9y9VDbKXqmf7AbxdVupf+pThP7ksqvGXNqWcpjdX4Xe4se6pjVk2OOiZQQKPuSfq/N3mHmz75OT8jNnjY55b5/pdOA40AVB49fyE++SYJgyjvaWTnh0HyL9odtRx3m4b9OaZa+OEmUmBAM66xCqZBVGqVfi9vrhhZnCooaZcBKAzbsUyXU46ZT+/ipZ319L+6Zc4apqpe+Yjyn5+JZmzx+Nu7yZ9xmiM5UUx852Cnj+1UU/O2dPJnDNxQP2IkoZkY9lVg6sxekWzIAqFgqJvn427tQtXUwcH//0+I351TdRrrzbqyTlrOtkLptKzfT/mldvwWuwYy4vwWh1UP/ImriYzKGDIFfPDwkhPJoSYEZx0mG1y6NjnlWbW7G+n1RIeOpaTIoeOzS3PYubwLLJTROiYQCA4saxcuTLmc4DLL7+cyy+/POo+FAoFd999N3ffffcgzy4ykaqWxSvbLEkSruYO1EDmvEnkXzLniFdpdTlpMT06Kp2GzJljaf9sS9QyzdY9B3E1yCvWMb0KCgVIEpr0FIb/+NJDwuAIUSgVEQUYyAnZhVfNp+aJd7BXNdC5fneoKMLhaNKMJJcVYq9qoPvLyphiRpOegkKtQvL5cbd1RxUznevkBG11ajKmsaVR9+e1Omh+ezUAadNHxS0S0JfUCcNpX7pZTihv646aaxHMlwHQpMUWM+6WTgJuLxC/klkQhUYFzvgFAEDO2QkWAXDUtSZUflmpVlGweC7GUcU0vPRZKJ8o97xTE5ofyFXcSm+5CENJfsIlw/ui782bcTWZE8pRUiVpKfnBIqrufwmfzUnLe2spvv6cmNsoVErSppSTNqUcv8Mlf751WlQGHSiVFF9/NunTR0Xd3pdAmN+xRIgZwUnD3mYLv3pzB9sbesJe16mVzBiWydwRWcwZkU15rggdEwgEgqMhVvnlWIJGoVBQfP05SLsbyF4w9Zh/F2fOm0j78i0EvD5crV39wng85m4UGhXJwwpiGsDGsiGU3nIx2kxTqMTxscQ0fhipU8rxdlvj5pSkTx+JvaoB2766qD1QQBZQuuw0XM0dMYsA2Hs9LRmnjY2Zd6JUq0ibPoruzRUUXDqwvkCGkjzUKQZ8VgeW3TVk50yOOM7TW8lMnWKI640IhpipkpNCvYbiEQzTCiQQZqZQKDAMzcW65yDOujaYGXeTEKYxJYy+6zsJ9zw6nIEIxcMJlmcOuL14zD1RhWNfdNlpFN94Hl0b9jDkqgUDOp6qt6GsUqum9OaLcNa1YRwZu+S71+vFbrefsD4zQswITgocHh+3vLiFGrMdOBQ6Nqcsm2klInRMIBAIBotE+shEEjRBVElaMmLkpsTC7/ai1KgT7rKuMRkZ9qPFJJcNiWgMZ82bRGrvanI8jOWJ9eA5HEmSCHh8qHSJ9dGQAhJIEkXXnolSq4l7rqmTy1Em6TCNHxY36T174VQkv5/ksv55EEGG/+Qy7FUNaLPTYu5LpddReOV88i6cidowsFBGhVLJkKvmo0kzxsxvSS4tYMhV80Plh2ORMq6Uod+/QPYMJCiSs8+cRsDtTdiTkzl3IqmTyzGOiJ5IHyTg9aFQKkICJpaQkfwBUCgS/lwPBF12GrkXnIa+IAu1KXbJ8dB8AhKmMSWYxpQc1bFVel1cIQOg0Wiw2Wyo1eqEKiEONkLMCE4K7v9oHzVmO3mmJN7+0UzyU+PXdRcIBALBwBhIQ8zDBY3JFL8aVTS8PTaq/vYq3k4Lo/74nYTDvKr+8hIBv5+CxXOjhmBpUgxRiwMcLe3Lt9D64QYMJXkM+7/Fccd3bdxL3XMfozYZGHv/DxI6hjo5ifRpI/FZHXg93pjnEqmk8OEoFIoBCbeBCpkgaZNHxB2jy0lLyJMA8n1MZJ99yZobnsMhSVJMIZRcNoR9f3iGlNFDKVg8F02aMepYy44D1D37MfriXEb84qqY86h56l2su2rImj+ZIZedPqBziIdCqSRvAGFtAPsfeg1NajK5Z5/Sr8hFwOujc/1uLDurKb354kERYGq1GqPRiMUie+IGS9A4HI6Exp0cBaIF32g+r2znf+vlkn9/u3yCEDICgUBwDBiIkAkSFDRer5eurq4j7oquNhrwWWTPu6ulM6FtfHYXruYOPG3dKBP0igw2Sq0av8ONq6l/1/jIG/QahgPsrh7weKl54h32/+0Vuc9Ngvh7c0wSQZKkAY1PJKn+WCMFAlh21yY01lZZz/6/v4rPHt1LZ9lxAL/dRc/2Ayij5DwFcTbJ3e1J5DPfe7/jNT49HriazDgONNGzpQq/q3+RCndLJ42vLMe6u5aebVWDdtzk5GRMJhMWiwWr1Rp/gzhYrVbsdntCY0/8VRd8o+lxeLnjjR0AXH/aUOaMiJ+QJxAIBIKBcSRCJkhQ0Ph8PjyeyBW84qFQKUMr9O7W+H1SABzVcu4HSgWGkth5J32RJAlrRR37H3wNe+8+Wt5fT+f63QQSSBTvS1K+nKPj7bbhSyCULbjKPRDRJwUC1D3zMY7aFjwdPbib44uZgM9P+/It7P3t06G+N7Fw1LZw4KHXqX9+afx9e7y0fvIFe3/7dCjn5UTgbu1i/0OvU/PPt7HsrI45tntLJdWPvY2jppmGl5ZFHRds+mgaWxI3bDBYPSxpSP9yy4cj9TbAjCRmJL9fDj0cJBz1bTQvWRN1n51f7AXkyoGR+tLoi3IwjR8GyM1SB3NuKSkpgyJogt9XifS8AhFmJjjB/OHdXbRYXAzLSuZX544+0dMRCASCrx1HI2SCaLVa0tPTE1oplSQJyefv10NDl5uBq6kjYc9MUIjoC7MTyleRJAnbvjpaPtwQKjfc+uFGiq49k9aPv4BAgOZ31pA1bxKZcyagNsaPAkgqOJQr5GrqwFgWJ9ei15gdiIHY9Obn9GyXS10XXDqP1EllUcdKkkTPtv00L1kd6q3T8sF6yqLkNbjNPbS8u5buzRV9zmMGSRH6oUj+AJ3rd9HywQZ8PfJ9bvv4Cwq/tTDm/AMeH55OC54OC8mleaEE8lhIgd7PSIQ8KCkQoH35VlreWxvqH2M/0BQywA+nfcVWmt5YCRLoctMpWDwv4ji/0421t2R1agLhbK6mXjET4Vr1m7O/t2VEhJyn7q37aXptBcbRQ0np/dGkJmakBwn4/PRsrcK8ahuOarnni3FkESmjwwsLSIEAXRtlMZM+Y3TUELLcc2dg2VmNq9GMZWc1qRP7h3A6G9pRG/WoUwxxc7n6EvyOOdKQs77fV5EaEEdiQGLG5/Nx7733csMNN1BYGD35TCBIhA92NLNkWxNKBTxwxUT0WpHkLxAIBIPJYAiZIGqVGpUvQOf63XgkFT67G7/Dhd8RfJR/99ldJJfmUfazK8O21/V2lncnKmZ6BUnysIKY4yRJwrrnIK0fbgjryG4YXkD2/ClIfj9pU8vp/rICn8VBy3vraP34CzJOHUP2gikx83dUel2oA7uryRxXzIRW5gOBmOOCtC/fgnnFVgCy5k8me/6UqGPt1U00vfV5yJhFoSBz1jhyz+/f58fncNH20ReYV20LNWtMGpJFweK5/YzzoEBqeXdtyGumUKvInDuR3HNOCRMrno4ePJ0WvB29zzst+CyH8hpKfrgIv9ON3y5/Hg59Rlz47S58vY9+hxvT+FJKf3hR2FxcLZ3UP780dB81aUYKrz0zYiK7JEm0vLuWtk/kPkOG0nxKb74oqki17KpB8vlRqFWYxkUvWQ3gd3nwmGWxGKkRZoTJyNctQr6OdU8tPpuT7k376N60D5ArlKWMHkrKmKEkDyuI2jzT222jY/UOOtbuDLvOutyMQwKqD7aK+pAQTT9lTNTpGkrySBlTgnVPLa0fbsA0YVjY3CVJoupvr8glrxUK1CYDmtRkNGlGNKlGNKnJqFONaNKMuFT9wxGPVNAc/n2VaM7MgMSMWq3mb3/7G9ddd91ANhMI+tFmcfGbJXKH4h+dUcbk4qOr+S8QCASCcAZTyAAgSfi6bLR9/AV2f+yVWr/D3e+1pFz5e97d2hk3UTvg8+M42AJA8vDIYkaSJKy7amj9aCOO2pbQ68llQ8g9/1S5mWHvMYZ+91zyL5qNeeVWOtbsJODyyEbimh2Yxg8je8FUksuGRJxTUkGmLGaa4+fNhMLMEhAz3VuraHpzFQCpk8ooWBy5PLK7vZvmd9aEQqQATONKyb9kTr9eMwGfn47Pt9P64YbQPdCkGcm7cGbvSn34fbNV1NP8zppD108B6aeMJu+CmWgz5YIPDS9/RsfqHXHPB6VCnuubn8cfC/j75LZIgQDtn22h5b11IfGVMWscBYvnRuznI/n91L/4KV0b9oSux9DvnY9SG92D17NVvn4po4qj9ggK0vdeJxRm1issInkwcs+bESoJbausJ+D24mpox9XQTvuyzSi1apLLZS9L+vRRqJKTsFc1Yl61TfbYBb18CgWpE4aTefrEsM92X7o2ytfDMLwgbuGF3HNnYN1Ti7O+Devu2jCBF3C6D/XukSR8PXZ8PXa5pPVhuDMMEMExOFBBczTfVwMOM5s/fz6rVq2ipKRkoJsKBID8D+iXb+6g2+FlbIGJW+cPrHqJQCAQCGLjcDhwu92DJ2QAlAoUKiXanDSSk1NQGXSoDEmoDEmoDTpUyUm9z3WoI1TkCnpm/A43PqsDjSl6qI2zvi0UYhQp7t+65yDN764JM66M5UXknjcjaiUvbUYKBYvnknvuDDrX76Z9+Va8nRYsO6qx7KhGX5xL0bfPQn+Y8ZqUn4l1d21iRQBCnpnYYWb2A03UPfsRSLJHofg75/YTGj6bk9aPN9KxanvIWNYX5ZC/eA4pI4vDxkqSRM/WKprfWRMKP1PqNL3d3af0M/Kd9W00v7MW657a0Gsp40rJv2h2v/MPihqUCrTpKWgzU9FkmuSePRm9j5kmNKlG/E437Z9+idqQdOjzkJwkP+/zGVEnJ4VCrVzNHbI3pldQaTJSKPrWmaSMidybxe/2cvDp97H2FgbImDmOwqsXxAyF8ru9oUICAwkxU5sMCYUjhsRrhLAuXVYaunmTyJo3SRbp1U1Y9xzEuvcgzvo2Ah4f1l01WHfVYCjNo+HhZWGfNZVRT+as8WTOGY82I3pFQb/LQ882OVwxY0b8sP3k4QUYRxZhq6in9cMNpIwtCQkkpV7HuL/fjLfHjrfHhrfbjrfbhrfHjq9Hfgw+V6foAWfEYyQqaI524WXAYubcc8/lV7/6FTt37mTq1Kn9knMWLVo04EkIvlm8sqmeFRXtaNVKHrpyElq1qEMhEAgEg4VarcZut5ORkTGoPR8UCgVJBVkMu/wSMjIyBrx933Aud0tXTDETDDHTZpoils91NZtDQsY4qlgWMTF6r/RFpdeRPX8KWfMm0bOtivbPtuCobcHVbEYToY9HMCzL1WSO61FKxDPjbuui5sl3kLx+tNmplP5wUcTcke4tlZiXyyFomvQU8hbNJH165DwIv9NN/YufEnC6Qakgc9Z4cs8/Neo17lizMyRkDKX55F8yO+r1y5g5jrRpI9GkGuPmTqiNesbed1PMMX1x1Law/8HXQt6YzDkTyL94dlTPic/qoPrxJTh7G2zmnjuD3AtOi9uXxrq7RvY0KJWYopT47kso+T+REDNIuJqZUq3CWF6EsbyI/Itn47XYse2tw7q3Fk+XDUNxXqiKnKEkj8x5E0mbUh41DK0vPVurCHh8KNQq0qaUJzTt3HNPxVZRj6O2Bdu+ulAOjkKhCC1UHO7964sUkDC3tLLpvXeijoknaAbDgzxgMXPLLbcA8OCDD/Z7T6FQ4Pef+FJ+gpOXug4Hf3pfdoP+4qyRlOce/+ZKAoFA8HVGrVaTnJx8QprXxUKVpD2Uf9LSgbE8uvgIJvAbouTLZMyegKO2hazTJ0cNQ4uHQqUkbepIUqeU46huwtXUEdGjFCwC4Le78FkcsZO3g0JDitzzJODxUf3PJfjtLlTJSQz70SURjwmQOWscnet3kzqpjOwzpkQUPEHUhiRyzzkF+/5G8i+eHdMABTn0yXGwldxzTsE0cXhMMSB7Jo5NywR9cQ76ohy8PXaKrj2TlFHFMcf37KyWhYwChlw5v1+fmajb9XosjCOLUCfHL1AQ9Iwc7qWKRqxqZrHQmJJJnzGa9D6elMIr5qMy6BJuBBokmPhvmjA8oSIMAMbyQpLLhmDf30jrhxswjipOuGEpyOJdlaSNOy6aoBmsUNgBi5lAgkltAsHh+AMSP3t9Gw6PnxmlGdw4O3YCnkAgEAgGjs/nw2A4Nk0kjxZdXgbeLmvM8sySJIUqmUUTKiqdhqE3nj8oc1IoFCQPHxIxnA0gKS8TFIAke4RiiZkwYzYggSrcMFRq1eScNZ2mN1dRevNFMYsPKFQqRtxxdcLGZfbCqeScOS2hsZpUI+W/+lZCY48lCqWSoTeeL4egJWAUZ84ch6fDgr4wO+EGmwGvL1TaOZFtJEnCOYBKZhA7zGygRAuvi4Wnw4KtUi7RnUiIWV9yz5tB9aNvYT/QhKO2heTSxMugD4TDBU3w90EpTnJUWwsEA+Dp1dVsqu0iWavi75dPRDkIf/QCgUAgCMfnG1gvleOJfkgWvm5bzDyEgMdHytgS7Aea4lYyOx4otWr0xbko1PErbiq1ajQZKSgUCqRAIGJYVuascaROHJ5QLsaAVskHMPZkQpsxMEM2/8KZAxov+fxknzmNnm37I5Yg7jfe68dQkoeryZxQ8j/I4jDg9sUtLHCsUCZpyb94NpbdtaREqPwWC+PIYjLnTSJ1wrABe4MGyuGCZrBy+o5IzKxatYq///3v7N0ru7TGjBnDL37xC+bMmXPUExJ8PdnXYuGBpZUA/OHCsRRlnJyrhgKBQCCIjxSQsO47iEqvG9BKbsHiubB4Lj6bk4DHFzF0SqXTUHzd2YM53RA+qwOVUT9gw7/8l9/CXtMcN2fEMDSPMfd8L+7+EhEygsFBpdeRd96p5J13akLjlVo1w265OPTc02lFlaSJGrplq6zHUJxL6qQyMk6NXg4Z5EagquSkQb//6uQkcs6aTs5Z0xPexttjp+WD9SBJFFwyJ+HQtJORAWdev/DCCyxcuBCDwcBtt93Gbbfdhl6vZ8GCBbz00kvHYo6Crzhun5+fvrodjz/AwtE5XD5N9CgSCASCY4VafeyDLhpeXEbNY2/T8t66AW8rSRJ1//uEyntfCCX6x8NR20LLB+uRpCPvVt61uYJ9dz1L57rdA95WkiSaXl9J1f0v0fJ+4ufcuWEPtv0NAz7eyYYkSaEKX98kJEmi/vlP2HfXc6G8m8Ox7K6lbemmsMakkWh5fz37/vS/I/qbORYEXB461+ykc+0uAp7I3tyAd3C9vH1zZEwmExaLBavVetT7HbCY+fOf/8xf//pXXn311ZCYefXVV7n//vv505/+dNQTEnz9eOTTKvY2W8hI1nLf4glfWVe4QCAQfBVQq9UJN5s7Uky94Tq2fXUJ9V/pS9cXe7HuqsHd1oWnK74h46hvo/ofb9H6wQbaPtp4RPMNli72O9w0vbESt7l7QNvbKxtCpYONoxLLaehYu5P65z+h5p9LQj1zYs4xEKBj9Q6a31kzoLkdCX6XB3db9Lylw+lcu5OKP79A6ydfHJWg/KrR/WWl3IjS6oiaDxMsEOFq7oh5bVR6HQQCdKzZGcrJOR446tvw2SKUTu5zOlKEUuJ+t5fKe1+k+b11oQprR8Phyf4pKSmDJmgGLGaqq6u58MIL+72+aNEiampqjmoygq8fXx7s5MlVBwD488XjyE45MfGkAoFA8E3B5/Nht9sHZcUzGqZxw9BmpwJgXrkt4e28PTaaXl8p72PicNKmxi4h62xop/rRN/E73ahNBlITLDl7OAqFgsKrF6A2GQi4vdT/b2lCjS2DtC7t7TI/vABjWeRCAX3pWL2Dhhc/BUluuhgr0R/AXt1E1V9epuHlz2hbuglHXWvCczsSOtftYt9dz1Lz+BKsFXUxjXApING5fg9IEi3vrOXgv97H7+zfFHUg+F0evNZjK7jj4bO76Nl+IKrHxe90h5qamiYMIzVKSedgkQC52p096vEy502UPweSRNMbq6Jec/Pn27FXNyEdRXVgSZKw7jnIgUffpOq+FzGv3BphVF9x1n8u5uVbcLd20vbRRvb/7ZWjEmDRqpYNlqAZsC+6qKiIzz77jLKysrDXP/30U4qKIjeqEnwzsbt93P7adgISLJ48hHPHH5sKGQKBQCA4hM/nIzk5OeHO20eCQqkga94kmt5YRdfGPeRfNCtuzL0kSTS8vBy/w43KoKPwqgUxPfWu5g5ZyNhdqIx6ht92KUm9jTfrX1iGp6MHTZoRTVoKmnSj/Ht6Cto0Y8S8GLVRT9E1Z1LzxDvY9zfS/tmWhKp/Oepase09CEBuAjkJ5lXbaHx1BQDJZUMoveXiqJW6vBY7zUvWhDrZA6SfMhpNqhH7gUb8jl7REDyX0CmFP1ebDNgrGlBoVCg1ahQaNUqtGqVajUKr6n2Un6uNSVh2VIMEll01WHbVkDQki+z5U0ibNrJfTxOFUsHwH19Gw6vL6Vq/m57t+3H9tYOSmy6MWwJa8gdwt3XhbDTjaur9aTTj6bCQOWcCWfMn43e45aaggQBSIIDkl+Tf/b3PAxL4A5gmDEOl1xHw+fHbXfjtTnx2lywi7E750SY/powt6ddrxWd3Ya9qwNb742psB0luRJo6qazf3Fs+WI+vx45Co2bI5adHPcek3Az5/kgSrqYONKn9+yKB3GOm4NK51DzxDrZ9dVh31WAaPyxsjLfHRuMry+XxWjWGYQUYR8jlkw0leXH7zUh+P92bK2n77EtcDe2h122VDf1LhcfWMmQvnCo3Qf3sS5z1bVTd/xJ5F5xG9sKpAypBHa/8cqKNNWMxYDHzs5/9jNtuu41t27Yxc6ZcUWLt2rU8++yzPPLIIwOegODry30f7eVgh4OC1CT+sGjsiZ6OQCAQfGMwGAzodLpjKmgyThtLy3vrCLi9dK7fTfaCqTHHd2+uwLJD9tQXXH56zBLHrtZODjzyBj6bE1Vykixk+pTJtdc04W7ujLq9Qq3qFTpGSn64CHWv0DKNH0bG7PF0rtlJy3vrSBlTEreXSNvSzQAk5WeSMjZ2S4H25VtoekNezU8eUSgLGZ2m3zjJH8C8ahst768n4PLI+y/MpvDKM0IlomufejcU2haPgstPD3kR4pFz9nSG3bqYnu37aV+xFceBJlyNZuqfX0rzkjVkzplA5twJYQ03lVo1RdeeSXJJHo2vrcDd2kXVX1+m6NtnhYkGn81J57pduJrMOJs6cLd0hhpiHo6zyUzjK8uxVdQnNO8hV5xB8ztrCLi9cccq9TqMI4sjipfwgUqUWjWSP7zynLO+DfOKbYDcmFObmRr9WFo1uuw03G1duJo6Qo0nI5EyrhTjqGJs++poevNzjKOHouxTJc/bZUObnYqnvYeAx4dtXx22fXWA/Jk2lOZjHDGE5BGFJJfmo9TKny2/y0Pn2p20L9+Kt0/oZvKIQnIWTiVlbGn/hYM+zyN5iZQaNQWL52KaMJz6/32Cx9xD85I19Ow4QPF156DLSYt6nkES7SNztIJmwGLm5ptvJi8vjwceeIDXXnsNgNGjR/Pqq69y0UUXDXR3gq8pqyrbeWGD/Af4t8snkqrv/2UuEAgEgmPHYKx4Hk7fXnMqvY70U8fQsWo75pXbyDpjctQVW6/FTuNrsrfCNK6U9FOi98Jwt3Vz4OE38FkcqPQ6ht26GH1hdtiY7PlT8bR34+my4u224e224u2yhQxnyefHY+7B02FBpQv3ihQsnottXx0ecw91z33MiF9cFXXF293WRc/WKvmYZ01DEaOlQPtnX9L05ueA3Jyx9OaLQsZmX2yV9TS+tiLUmFFl0JG3aBaZs8eHXT+FWoVCo4q4ai6f5KE3lDoNSQVZBHw+JI+PgNeH5PPLid2HGapKjVpuGDqlnLQp5ThqW2hfsZXuLyvxWR20friBtqWbSJs2kuwzJqMvypHno1CQOWcCSYXZHPz3+3i7bRx8+gMcC1vIv2g2CpWSgNdH85L+OT/B+SUVZJJUkIV+SBZJBVnUPftR+ECF3F9HoVSAUolCpZSviVKBQq2KKGSUOg2qZD3q5KRQpbCkwiwq/vQcPkt4KJtCpURfkodxRCHG8kIMpQX9xKYUkGh4ZTlIErrcdLIXxhbpIOfNyGImdiiWQqGg4LJ5VP75BdxtXXR8vp3s+VNC7xtK8hh91w14u23Yqhp6xVgj7lZZFNp7X4ONpJ82lvxFMzGv2IZ59Q4CzkNevNRJZeScOS1mqeVwbRM9zNBYNoTyX19L89ur6Vi9A0d1M5X3Pk/+JXPJnDMh6nYDbYh5NN9XR1Ty5JJLLuGSSy45kk0F3wC6HR7ueGM7AN+ZWcKsssTqtAsEAoFgcBlMQeP1evF4PGGvZc2bRMeq7Xg6LFh21kTt49H46gr8dhdKvY7Cby2MGl7m6eiRPTI9dpRJWobduhhDcW6/cZmzxvV7TZIk/HYX3l6B4+my4ne6+5VTViVpKb7+bPY/+DquhnZaP9xA/kWzI86n7dMvQZLQZKSQPm1kxDEAbcs20/z2agCMo4op/eGifkJGroy19FBImQIyZo0nf9GsiKV6y26/IurxIpE5M/I1kfwBJG+vwPH6UR4W8mYoyWPod88l/+LZdHy+nY41O/HbXXRt2IPf7qL05vCF6uTSfEbceQ0Hn/4Ae1UD7Z9+ibOujeIbz0OTZsRQkocmwxQSLElDstBmmCIKwZKbenOwlbJoiSUWvVYHJUY9qqBoSU5CZUiKKkStu2qxbN+PoSSP5PIiOVxrWH5EgdmXzg27cdQ0AzDkyvlhnpNoJBVk0rNtf0LFMPQFWWTOHk/H6h20frCB9FNG97v/mjQj6dNHkT59VOjcg8LGXtWAq8mMsWyIHKK4UW6TotCoyThtLNkLpqDLTos7j7A4szjpY6okLYVXLyB1Yhn1LyzF222j8dXl9Gzfj/HCU/qNH6iQCXL495VKFf/awxGImWHDhrFp0yYyM8PjJLu7u5kyZQrV1dUD3aXga8bv39lNq8XNsOxkfnnOqBM9HYFAIPhGMxiCxuPx0NXVhU4XXsQlKS+DlDFDse45iHnl1ohipntLZci7MeSyeWjSIucUeDqtHHj4DbxdVpQ6DcN+dMmAmvgpFArURj1qoz7kTYhG8vAh5Jw5jbalm2hbuhnTuGEkDw9v0OntsYWER/aCqSiiGFZ9hUzKmBJKbrowYv8chUKBNl2+9oaSPIZcNT+iUBtMFArZo4FaFbehozY9hfyLZpN77gy6Nu6lffnWMK9BXzQpBobfdinNS9bQ/tmX2CrraX57NcXXnc2IO65OeH7xhMXhx4yU2xKNIZfNo/i6swZ0DJ/NGbqXadNGkjKqOKHtgiGQruYOpIAUU5QB5F1wGl2bK/A73bS8v57Cq+bHHK9JMYQ8aSDn/yhUSvRFOVh215I1byJZ8yYNrH+NIk7STARSxgyl/Lffpum1FXR9sQ9bZT1JtnARfaRCJnSMPt9Xh3/fRGPAYqa2thZ/hAoLbrebxsbGge5O8DXjve1NvLu9CZVSwYNXTEKvTUxVCwQCgeDYcTSCxuPxYDabUavVaLX9E9mzTp+Mdc9BbBX1OJvM6PvktgS8vlB4WcqYEtJjNBVUJmlQGfUorQ5Kb7m4n7gYbHLPPxXL7hpcjWYaX1/BiF9+K8xj1L5iK5LPj8qoj+gJCmIYmodSqya5vIiS718QM0k75+zp6HLTSZs2Kq7Be6JQajVkzplAxqzx4Unih6FQKSm4dC6GklxaP/qCgkvnHb9JJkA00RyLlvfWyR7EJC0Fl85NeLtgIYSA24un04IuK3qODYA6xUDeeTNoevNzOlbvIHPuhLC/m3iok+UcMH1hNmPu/X5C3qN+DFzLyMc2JFH8nXMxTSzD22lBNeRQCOjRCpkgwW07O6PnxYXNKdEdv/vuu6HfP/nkE1JTD90ov9/PZ599RklJSaK7E3wNabW4+O2SXQD86IwyJhWlndgJCQQCgSDEkQiaoJDRaDSYTCbc7v4leVPGlKDNSUOBAr81vJ+FUqOm5AeLaHpjVczwMpCNpOG3XYqrpZPk0mNf/VKpUVP8nXNpXrKawqv7z01jSkZt1JN1+qSYq/vG8kKG/+xKkvIy4labUmo1MfOFTiYSFVtpU0eSOnnEgCpcnaxkL5iC29yDaWxJ1KpkkdDlpKFQq5B8flxN5rhiBiBz3iQ61+2W/36OQHgFOSIhA2Gf9yPpHZQ2eQRwSHDY7XYcDsdRC5kgKSkpEb9vIqGQEjwDZe+HVKFQ9DtpjUZDSUkJDzzwABdccMEAp3tssVgspKam0tPTg8lkOtHT+doiSRLfeWYTqyrbGT8klbdumYlG9dX/YhMIBEeO+P49/lgsFu644w6mT5+OwWCIOCbR1dO+QiYzMxOfz4fL5eLyyy8nIyMDSZLwdloBCZRKNKnGqAZwv7KwJwmS3x81fAwg4PEiBaSopZW/Lni7bQl7MgIeH25zd8KeBLe5h4DLgzpFH1cg+B0ufA53QmIgkXCuI0GSJJASF3NBLLtq0GakoMtNj/mZAjlMzGdzoM0wxRTAAa8vrkA+UgJeH7bKekBB8vCCmJ9xSZLwWR1hFe6CdHZ28vLLL2O320lLSxvUyokOh4Pvfe97cf+HJGxtBgIBAoEAxcXFtLW1hZ4HAgHcbjcVFRUnnZARHD9e+qKOVZXtaNVKHrpyohAyAoFAcJKSSKO6w4WMMsKq+8H/fMje3/2HtqWb0aanxDT+IgkZT6eFgNd35CcC2A80sv+h1yN3OI9DwOen4k/P0/DyZ3h7bBHHKLWaEy5kHHWtNLy6IqHVc7/bS8OrKxJKRAdwNZmpuOd59v7+vwk1wuzZcYBdP/snBx54LWLX+Ei0friByntfCOWiRKP5nbXs+sUTodLW0fA73TS/u5bK+188qsaS0VAoFEckkkzjSuXcGaUSZ2PsqmY92/dTcddzVNzzv4jvB7w+Wt5fz55f/xvHwcTKcw8UpUaNaWwpprElqJK0cgENh6vfOFtFPRV3/4/9f3816mfQ6/ViNBqPSQn4RBiwxVlTU0NWlqhOJThErdnOPe/L1TR+ec4oynJOzIdZIBAIBIkRS9AkImQAdLlyV3tnfduAj+9u62L/31/l4NMfEOgtpxzw+Wn9aCN+lyfO1jJ+l4fqx9/BXtUQsRxwPLo27pHL467ZmVDvkiA92w/QsXZnYnN0uuVePL2iTfL7seyuSTisx9XcQdVfX6Fj1TY6Pt8Rd3ztU+/SsWobdc9+HLqusdCkp+Bu70Ly+enZvj/u+KS8DCR/AL/TjaslMcEUvLbxEvG1WSaQwL6/IaZQ8nZZaftkE66GdjrX7U5oDscLSZJofns1lfe9SHdv0YtIOHv7B+ly0iO+r1Cr6Nm2H7/dFepzdCyRAhJNb66i8i8v47WGl7NWpehxt3biMffgqG6KuL1GoyE5OXrfqGPNgMXMbbfdxqOPPtrv9ccee4yf/OQngzEnwVcIf0DiZ69vx+n1c+qwDL47s+RET0kgEAgECRBJ0CQqZAAMvRXDnA3tA1ohd7V2sv+h10O9NNxtXQC0frSRlvfWUfnn57FVNsTdjypJS/6FcvPuznW7sO1PvAiR5PfT9vEXAKRPHxnVqOyL3+2l/sVl1D71Lo2vrsAZp6eIraKeij+/EDovgPYV26j55xJq/rkkdN6xSMrPJG2KnJvQ9NbnuFpjJ0TnnjMDFLLAbP1gQ9z9q/Q6TOPkRqDdmyvijtdmp6FOkcMX7Qle74CnV8xEaB7aF+OIIgD8Drfc4DIKSQVZpM+Q845aPtwQ2v+JRpIkWt5dS/unX0IggGVXTdSxjoOtgFw8IhIKhYKcs6YB0LOtCndr5M+Kt8eGL4I3ZUDz9vupe+5jzMu34mnvxrxia9j7+oKsUHXAzmBZ8cNQq49NKFyiDFjMvPnmm8yaNavf6zNnzuSNN94YlEkJvjr86/NqvjzYhVGn5u+XT0R5klZnEQgEAkF/+gqajo6OhIUMEDJwJJ8fV0t8wxzA1dLJgYdeD+sjE8y9UOl1KNQqPB0WDjz8Oo2vrcAfx2OSOXcC+mJ5Ho0vf5awqOr6Yh+eDgsoFOScOyPueEdtC5X3vUDnWrnIjaE0H1VS5LKxAY+XxtdWcOCRN/B2WlCoVaF8FEet3L/EuqeWinuep/m9dXGN8SFXzUeTZkTy+qh75uOY52gsLyR7gdzksW3pJuwH4guOtGlyCwXrvjp8h63KH45CoSB5mFxlLtoq/eEk7JnJTg1dJ1tVbDGbd/5pKNQqfD12zCu3RRzTtWkfXZv2YdvfiKfTguSP00wlAlIggNvcg2V3Le3Lt9Dw8me427ojjm39YD1tn2wC5LLORdcsjDgu4PHh7BVrsUqPp00diTZT9la1fRrZO9P2ySZ2/+JJqv72Ci3vr8de3YQUSPw8/W4vNU++S/emfQBkzplA3gWn9RsXFI/dW6rkRqwnGQOWUh0dHWGVzIKYTCbM5tirFIKvF3uaLDy4TF7J+cOFYyhMj5xsKhAIBIKTl5SUFDweDy6XvMKbiJAB0GSkoDLo8DvcOOtb0Q+JHYLuau6QG2JaHCj1OobfujjMmMtZOBXTmKHU/W8pzrpWzCu3YdldS9G3z8JYNiTiPhVKJYVXL6Dqry/jau6g/bMt5Jw1PeY8JH+A1o83ArLRmZSbEX1sIEDb0s20vL8eAgEUKiV5F84ke+HUiNW77DXN1D/3Scjroi/Opfj6s0Ole4feeD6WaQdofGMl3k4rbR9tpPuLvRRcfjqm8cMi5hapDUkUXX821Y+8ibOuldYPN5LX65GKRN6FM7Huq8PV0E7dsx9T/utrY/aYMY0tRZmkJeDy0L2liqx5E6OOBUguK6Bn+37sBxIUMwl6ZhQKBckjCunetA9bZUPUHjcA2kwTmXMnYl6+hbZPNpExezxqQ1LYmJb31+Np7+57ADRpRjQZKWjTU9Ckp6DNkB+Thw/B096Nu7ULV2sn7tYu+ae9C8kbLh6NI4vQ5aSFvdb60UZaP5Q/U6lTRlB8/TlRq7s569ugN4zOMDR6nyGFSkn2gqk0vraCro17yTv/tH5FGmyV9SBJOGqacdQ00/rhBlR6HcZRxaSMGUrK6BK0GZFD/312FzWPLwk1CM0971Ryzz814mcwbfoomt76nIDTjWXnAdKmRm8geyIYsGemrKyMjz/+uN/rH330EcOGDRuUSQlOftw+P7e/tg2vX+LMMblcNrXwRE9JIBAIBEeAx+MJK4Fqt9sT2k6hUIS8M8662HkzziYzBx6WhYxKr2P4bYsjrkonFWQx4hdXkbdoFgqVEk97Nwceeo3GN1ZFXRE2DM0jc+4kAFo+2ICnoyfmXLo27cPT3gMKyD2nf/fyILKH6A1a3l0LgQC63AzKfnEVOWdN72eoBrw+mt9Zw/6/vyoLGaUsekb84qqQkAH5mqVOKmPk764n5+xT5HPssFD75LvUPPEO7r7Gdx9SRhaTvUA27ls//gJ7DK+IXHL6nJCXqzFOQr1SqyZ1gtzstPvL+KFmycOHhK6Ptzty4YS+BNy+3uPEb15pLJdtiXh5MwC5Z09HmaTF73TTtnRTv/fVKXpUfZtIShLeLiuOA010b66gfdlmGl9dwcF/v0/bss1U/fVl6p77mLaPv6BnaxWuJvMhIaNUoM1JwzSutJ8wbFu6KRRGmDqxjKHfPRdFjCJIwYR+baYpFLIXjYyZY1EZ9Ug+P+3Lt/R7v+wXV1N680VknT4pFCrpd7rp2VpFw4ufsve3T7Pv7udofGNl2N+Pp8vK/gdflYWMAoZceQZ5F5wWteKgJsWAaUwJAJ0b98ac84lgwJ6Z22+/nf/7v/+jvb2d+fPljqWfffYZDzzwAA8//PBgz09wkvLQsir2tVjJTNZy3+LxJ2XJTYFAIBDE5vAcGbvdPqA+NPqiHLlZZowiAM5GMwceeQO/zYnKoGPYbZfG7HyvUCnJPecUTOOHUf+/T3DWt2FevgXrrhqKrjsrFObUl/xFM+nZWonP4qDx1RWU3HxRxP9LUqCPV2ZKeZjQ6EvXF3tpeGU5gd5iBJlzJ1KweE5Eg9zZ0E7dcx/j6q1glVSQSdH154RyiiKh0mnIv2gWGaeOoeHV5dj21WHdVUPFvjpyzppOzlnTUWrDTbS8RbOw7j2Iq6mDuuc+pvzOa6NWWtMXZJF/0Wya3lxF1/rdpI4fRuqksqjzSZs+kq4v9mLf34in0xp1NR9AX5SNQqNG8vqwH2iMu0qfqGcGDsubaTKjL8yOOladYiB74VRa31+PecVWsk+fHOa5GPHzq0LH93RZ8XZZ8XRa8XZa5eedFjxdVhRKJUl5shBQJSehy01Hl5tBUm46upx0dLnpaLPTIvZzaf/sy1DxCdP4YRTfeF7cssyO3uT/WCFmQZRaDdmnT6Ll/fV0rNlJ7jmnoOrjgVLpNJjGD8M0XnYmeDp6sO45KP9U1BFweXC3dBJweUJNTV0tnVT/4y28XVYUKiVF159D+rT4npb0U8dg2VWDdU8tXos9YpnmE8WAxcwNN9yA2+3mz3/+M3/6058AKCkp4YknnuC6664b9AkKTj421Xby1OcHALhv8XiyjNHd1wKBQCA4OYmU7D/Qxpr6XlHibGiP2PfD2dAuCxm7C1VykixkYhj5YfseksWIO66i9ZNNtH64Ua6A9uDrjL7rO2gzw8PdVXodBZedTt1/P8SyqwbL9gMRjffuzRV4enMecqPkyphXbafx1eUAqI16ir59VshYPBxvj42qv76M5PPL+TdnTiP3/FMT7g2iy01n2K2L6dm2n6bXV+LtttH64QaMo4owloVHPASbfFb99WU87T00vbmKomvOjLrvrDMmY9lVja2invqXPsVQmo8mNbIBmjKqGFVyEn67i+4vK8g5c1rU/SpUKgwledirGrAfaEpczGjjX5Ng3oy324atsj6mmAHInj+FjpXb8NmctH64gcJv9c9TUWo1JOVmRA0nlCSJgNuLadww1H09OXFoX7GVpjc/ByBlbAlDv3d+Qg0sg56ZRMQMyM0125ZtJuDyYP58R0xvojYzlcw5E8icMwHJ78de04J170GUGjUKhQJHbQvV/3wbv92FUqeh5KYLSRk9NKF5mMYPQ6nXEXC66d5UEfIUgty+5URyRM1Abr75ZhoaGmhtbcVisVBdXX3EQqaxsZFrr72WzMxM9Ho948ePZ/Pm8ESnvXv3smjRIlJTU0lOTmb69OnU1dUd0fEER4fd7eNnr21HkuCyqYWcNTaxP0aBQCAQnDzEqlqWSB+aIEFhEnB7cbf3LwLQsXpHSMgM//FlCQuZIAqVirzzTqX8l1eTVJhN1twJ/YRMkLSp5RhHFQPQ+PrKfiWepUCA1o/kCmapk0fIPUEi7Wf6SDTpKaSMLaX8t9+OKmQANKlGsk6fhDYnjbKfXUH+xbMH3ORQoVCQNnkEI39/PdlnTSP91DH9hEwQfWF2KF+mc+0uenYciL5fpYKi685Gpdfhtzmpf2Fp1JLQCpUq1NE9oVCz3hymRPJmEi0AAIfyZiB+EQCQK9oFCzh0rNsVtepXvGOqkrQDEjI+h4vWj2QPn3FUMSU3XZjQfffZnHKII6CPUsnscNTJSWTOHg+AeeXWhBPwFSoVxrIh5F84MySAnA3tYX+PiQoZkMV02tRyADo3hlc183g8eL0nrqrcUXU2zM7OxmhMrGNsJLq6upg1axYajYaPPvqIPXv28MADD5CefqhE4oEDB5g9ezajRo1i5cqV7Nixg9/97nckJSXF2LPgWPHnD/dS1+lgSJqe31845kRPRyAQCAQDJJHyy4kKGm12Wih8KFLezJArziBzzgSG/+TyuKvssdAX5TDijqvJv3hO1DEKhYLCq+ajUKtQ6jT9GmE6G9pD+TTRvDIgJ9yX/fxKSm+5KKFQmrwLZ1J+57URw98GgipJS8HFcyj69lkxx2UvmELyiEK02alxcy606SkMuXoBKBWyJyBGf5tgVTNnXVvcstHBc3U2tMfsCyQFArLXisTCzKBP3kxV/LwZgMzZ40NVv+SO9scetSGJ4T+5jLSp5ZT+cFHCAjZYkhnloXyzRMiaPwWFSonP4sC67+CRTBmQr1XB5adT9rMrE/YM9SVjhmz3uRracTYcKp+tUCjo6urC40msR9Rgc0SFod944w1ee+016urq+k18y5b+CUrR+Mtf/kJRURHPPPNM6LXS0tKwMb/5zW8477zz+Otf/xp6bfjw4UcybcFRsqKijZc2yh6xv10+AVNSYl9MAoFAIDg5GEgfmcNDznS6/iHFCqWC9FNGg1KBLjut//squdrYYJBICI8uJ10OZSvJ6zfeUJzLqD9+F+ue2rjCSpueePPngXpi4hEvB1WhVDL0hvNQ6jRRc2b6kj5tJIbi3H4VuA4nuWwIGbPHYxpTgibO+ScPy8c0fhjJwwsgRoiR5A+QOmUEAbcPdYI5FsaRRaROHoGxvBDJ70ehjH19lRo1Rd8+C7VRH9XbdizQF2Qx9MbzB7SNJt1I9oKp+OxOVAmKO+gVpVfOx1CSd1SLAgDZZ0w+4m0Nw/LJOn0SKWNLw/LNtFotfr8fs9lMVlYWWm38z2Ui+HyJeaEG7Jl59NFH+e53v0tubi5bt27llFNOITMzk+rqas4999wB7evdd99l2rRpXH755eTk5DB58mT+/e9/h94PBAJ88MEHlJeXc/bZZ5OTk8OMGTNYsmRJ1H263W4sFkvYj+Do6bJ7uOMNufvwDbNKmTn8+H1hCAQCgeDoGYiQCdLXQxOpylnHul29K7SKI1rpjUS0UKh4OOpaOfDomziqm/rl7gTRZqSEQnZOJANpMipJEp0b91D77/dDjUE1qclRhYzf5aHxtRVU/e2VkIclnpABOPif9/FZ5WpzsQRawOeX86CcblLGlYYlpB+OUqNGnWLA73Bh3x87bMxnc3LwPx9w8N8fUHDpPLLmTYo6D3dbN41vrMLV3AGAsbwoqpAJ+Pz0bNsf89jHC31BFgWXzqX4urNDr8Xr7eN3eai870Xs1U2okk9sVJJCoSB7wVS83dZ+r6enp6PRaDCbzYPiofF4PPT0xK5MGGTAYubxxx/nX//6F//4xz/QarXccccdLFu2jNtuuy3hgwaprq7miSeeYMSIEXzyySfcfPPN3HbbbTz33HMAtLW1YbPZuP/++znnnHNYunQpl1xyCYsXL2bVqsilBu+77z5SU1NDP0VFRQM9RcFhSJLEb5fsot3qpizHyB3nnFz1xQUCgUAQmyMRMkGCgsZms/VbKfW0d+Ooacbda1QeLV2b9lH33w8HZOwHse45iG1fHR1rdkbt8REJZ6OZlvfWHbGIGig9Ow6w767ncJsTs5kUCgXm5Vvp2VpFz7aquOOVWg2dG/b09h5pSegYUkDCsqsWy/YDcTvKBzxenHVt2Pc3hkLIYuFqNOOoaY5bxlmp09C9pRJnfVvE/KvQXCWJ6n++jXn5Fsyrtsfcp7fHRuV9L1D7r/ew7jny8KxjRfeXFez9/X/p3hr9vrqazDjr2+jasCeiuIsV5ncsaHl/HQ0vfkr1P98Oe12hUJCZmTkogib4faWKUxkuyIDFTF1dHTNnyslner0+FEv77W9/m5dffnlA+woEAkyZMoV7772XyZMnc9NNN/H973+fJ598MvQ+wEUXXcRPf/pTJk2axK9+9SsuuOCC0JjDufPOO+np6Qn91Ncfn/jJrzPvbm/ig53NqJUKHrpiEkmaxD5cAoFAIDjxHI2QCZKSkoLRaOyX5Bs0pJT6Iw8rCeZFOHubPHZ/WUndsx8PuGO7rUIOgw4WAUhom/0N7H/wNVo/2kj7sshd1mMhSRIBb+Id0f0uD/XPL8Vj7qHmsbfx2ZwJbWeaIBchsGw/EFd0KZSKUOnrYOWseHg6epB6zyNaueogwYR+SCwPJtiRPl7JYqVGHQpvC1aci4RCoSBzzgQAujbuwe90Rx2rTkkOeY4aXv0sZvJ8+4qt9OyIf30HC2dDO/XPLyXg9tKxanvU4wZLfmvSjP2KFAR8fvb//RUO/vdDvHE8PIM1564v5D4zaVPK+72vVCqPWtD0/b4ymUwJbTPgb7S8vDw6OzsBKC4uZsOGDQDU1NQM+AOQn5/PmDHhSeSjR48OVSrLyspCrVbHHHM4Op0Ok8kU9iM4clp6XPxuyS4Abp0/gvGFkavICAQCgeDkYzCETJDk5GQ0mnDjNdBrSMbqMB8Jn9VBx9pdVP9zCfsfeBWApCFZ5Jw9HUAWNP/7JGQIxyPg9YUaSaaMTCwio2fbfqoffYuA043aZEiospMUCOBsaMf8+Xa6t1bhajSz+5dPUffsR/TsOBBX2KiStJTcdCEKtQp3Wxc1jy/B745fBSrY1NLTYQmFVsVCPzQoZlrjjgVC+1SoVRFzn/oi9REEiVQoC4nSKKF/fQkeO1rz0CAZM8ei1KoJuL10btgTdZxCqaDo6gXw/+yddZxc5b3/32d0ZXZm3V3iThKI4knw4FC01Etpgf4q9Lb33hq0vTWqlNICLVA8wSFCEuLutll3nR33mfP74+xMVkY3G/S8X69kd2eec+aZmbOzz+f5ykehwNNrpvu9XWHHec12Oldvpumx1zn1i+cwH6gbs6gR/X4cTV30rt+H5XBD2DE+m5Omv71OwONDnZlG2Rcuj1gr5Qz5F41OozPtPoGrox/TnpOc/MnTGHccPatirPO1rSBKLcUzF0wNO+ZMBM1YP68Srlq76KKLeP3115k9ezaf//zneeCBB3j55ZfZs2cP1113XULnWrRoESdPDm8BWFtbS1mZ9IGi0WiYN29e1DEyZw9RFPnOywexuHzMLDbw9QvlxgsyMjIynxTGU8gEUamGLxv8TmmhEk8husdoxXywDvOBOux17cM6a3n6LWiy9ORftRDRH6B37R5Mu09Ipn63L4tYAxPE3tARcmvXTYgtZvq3HKLtP++DKKLJSafyvuvQZo/erPM5XFK6VkMn9oYOHE1dociEbmIJKZWFBFweBnadYGDXCRRJGgwzKjHMmUDa5LKwaUG6mmJKP38ZzU+8iaOpi5Z/vEX5V66O6hqfVJyDOjMNr9GK5VADyTEK3VPKgv4/PVIRfYyoiKtDEjPa3Iyo8wDwe4ZEZhIQM7HmAJKYsZ1sjSlmVClJpM+fjHHLYfo2HSD7/FkRr5GkwmxyLz2Hnvd207tmNxlzJ46KPgXcXnQ1xViPNeNs7aHp8TdIKs4h77JzMcysjnr9+ewuHA0d2Bs6sNd34GjuDkW5DLOrR7X2Fv0Bmv/5Np5+C4JaRflXro7alc7VMShmika/5xnnTUEMiHS++gF+u4vWf61hYNcJij93Mdrs9GFjbSdbMe2rRVAppY5/g19DP6uD36tILskZ5ctjq23DerQRkAxco10nQUHT398fd1OAM/m8SljMPP7446H0r3vvvZesrCy2bdvG1VdfzVe+8pWEzvXAAw+wcOFCHn74YW666SZ27drF448/zuOPPx4a853vfIebb76ZpUuXcuGFF/Luu+/yxhtvsHHjxkSnLpMgz+xsYfOpPrQqBb+5aRbqGB9wMjIyMjIfD3w+HyaTaVyFTDj8MSIzrm4j5gOSgHGOiBIotGrSplZgmFWNcjB9RhAEClYuRvQH6Ht/HwM7jg12RLsk6oLSdkJKKU8qzom6MBRFke53dtL95nZAMv2suHcl6sFjAl4fA7tPSOKlsQN3pzHseVT6lJDHjNqQinn/KWy1bWGETRWGOTWjhE367Bp8N15I+4sbsBxppO0/6ym+7ZKIu/OCIKCfXkX/pgNYDtVHNU4ESBn0MBG9flwd/THbAAcjM0mF0VPMYESaWRxGmMFuZ7EEKUitviF6mlmQ7PNnYdxyGE+PCevxZvRTyyOOzbvsXMkwtd9C23/WU3X/jcPmo81Np/Ib12Fv7KT77R1Yjzbhauul+e9vklSULYmaWTUICgG/24tp70npGqnvwN0d/hpRZ+pRG0bbl3Su3oLthJRdVHL7pVG9l0RRDEVmksOIGUEQyFo0Df20Ctpf2oB53ylsJ1o4+dN/k3/lAnIGWzqDlCLWv/lQxMcaSsF1S4eJGVEU6Vy9GZDMPsMZ0o4kEUFzphsvcYmZ6667jqeeegq9Xs8zzzzDzTffHNqdueWWW7jlllsSetAg8+bNY9WqVTz00EP85Cc/oaKigt///vfcdtttoTHXXnstjz32GI888gjf/OY3mThxIq+88gqLFy8e02PKxEdjn52H35LyIr9/2SSqc8fuJyQjIyPzaeORRx7h1Vdf5cSJEyQnJ7Nw4UJ++ctfMnFi9AYpL730Ej/60Y9oamqipqaGX/7yl1x++eWh+0VR5H/+53/4+9//jslkYtGiRaFGOfEiCAJms5mkpKSzKmRgSM1MmMhM+0sb6duwf9htytQk9NMrMcyqjhi5EASBwuuXQiBA38YDGLceQVAoKLrlooiL/WC9TLQUMzEQoP2FDaEFXdDscGhUSVAo6Hhp47AFO4JAcnEOKZUFpFYUkFJZiCZLH5pL9tKZZC+diddil4TbvlPYTgWFzXEGdh1HkaSh+sGbhrXVzb5gFl6TjZ41uzFuO4I6PZX8KxdGnL9hRiX9mw7gaOrCa7KhTo/8d1mdmYZKl4zP5sTR3B2/mIlRLwND0swUAkIc7bITiszkSj6D7j4TYkCMKoCSi7JJrSnGfqqNvk0HoooZhUZN0S0X0/jnVdjr2jHuOErWwmmjxqVWFFB577U4mrroensH1iONuNr7aH7iLZIKs8i77Fx0k8tpe3bdcM8ehUBycS6pVYWkVhWSUlEQtr33wK7j9K7fC0DOJeeQMW9S1NfDO2ANpXImFUVuyaw2pFL+xSsxH6yn7fn1+Mx2OldtxrTnJMWDgkmTY8AwuxrR6yfg8yMO/hv6vejzE/D6UI6w3rAcrMfRJNVfFaxcErN9eOhliUPQjEcEOS4x8+abb2K329Hr9Xz+859nxYoV5OYm5uIbiSuvvJIrr7wy6ph77rmHe+65Z1weTyY2Pn+Ab794AKfXz6LqLO5aUP5RT0lGRkbmY8WmTZu49957mTdvHj6fjx/84AcsW7aMY8eOkZoa3k9j27Zt3HrrrTzyyCNceeWVPPfcc6xcuZJ9+/YxbZq0sPrVr37FH/7wB55++mkqKir40Y9+xPLlyzl27FjcZtFarRalUnnWhQxEr5kJtmpWGVIxzKrGMKsaXXVxzDQmGBQ0N16A6A/Qv/kQ/ZsPISgVFN54waiFlN/hCtWGRCr+D3h9Ul3LfqlFb/q8SZTcsWyUF42gVJA2pYyAx09qZQEplQWklOXHlUan1qeOEjamvbVSS2JBQJufOeqY/GsW4TXbGNh5nO63d6I26ELF7SNJrSlGkaQh4PJgOdJA1uLw40B6/ZLL8rEebcTR3BW1HbUYCISiC/GImcBgmplCo45rUXu6AUDs912bI6X6iV4/XpMNTWZ0v5vs82diPyWlP7l7TVHrffRTy0k/ZwKmvbV0rtqMYXplxCheSnk+lV9fiaO5i+63d2I53ICro5/mJ99l8o8/j25CMYJKJYmXygKSy/Jj+sY4WrppfXYtIF2nBdfE3pQPFv8LSgXavIwYo8EwswrdhGI6V2+hf/MhnK09nPrlcxRet5Sci+aEaq8SQfQH6HxtCwBpUytCpqbxEk3QjFcqbFxiZtKkSTz00ENceOGFiKLIiy++GLGw/s477xzTRGQ+Pvztgwb2tZhIS1LxfzfMRBFHaFhGRkbms8S777477OennnqK3Nxc9u7dy9KlS8Me8+ijj7JixQq+853vAPDTn/6UtWvX8qc//YnHHnsMURT5/e9/zw9/+EOuueYaAP71r3+Rl5fH6tWr486CCAQC6PX6sy5k4HRkRhmmm5l+eiXV37mFlLL8uFKMRiIIAkU3X4QYCGDceoS+jQdQpiaRf8WCYeNspwbrbxQKUquKwp6r663tISGTfdEcCq9bGnFO5V+6KuG5jmSYsDHbcXX2hzX9FASBktsvxWd1Yj3WRNvz76PSp2KYOXrRqVAp0U8tx7S3FvPB6GIGpLoZScxEbwLg6TOH6o3iEjPuoJiJr1LhdGQm9vWoyUkHARCltt+xxIxhZjXqdB1ek43+Dw5SeP35UccX3nA+lqNN+O0uOl79gNK7VkQdn1KWT8XXrsHR0k332ztR6ZLRZOmp+tYNMZ/LUHxWB02Pv4Ho9aPJ0lN2z+VxvR7BFDNtfmZcprEgbSwU33ox6fMm0vbsOtzdAzEjc9Ewbj+Ku3sABCi4ZtGYzhFO0ADjVtMX15X42GOP8eCDD/LWW28hCAI//OEPw6pxQRBkMfMJ50i7md+trQXgx1dPpTA9OcYRMjIyMjJBn7XMzNG770G2b9/Ogw8+OOy25cuXh4ygGxsb6erq4pJLLgndbzAYOPfcc9m+fXtYMeN2u3G7T7emtVgseDyeD0XIiKIYqplRhInMKJM0pFYUnNFjCAqB4lsvQfQHsB5vJv2c0Wl8wRSz1IrIEZS85fOxHW8hfe5Eci45J+40mfFAbUhFbQgfrQMp/arsi1dQ//uX8RotUcfqZ1Rh2luL7WQLfpcnasQoGBlzdfQR8Pgiio9g8b+gUqLJid2xNDDYnjuetswwRMzEcU0q1CrU6Wl4B6y4ewfQxehMJygVZC2dSdfrWzFuO0relQujRkjUBh0FKxfT/vz7DOw6Tu6K+aMK3cORUppHxVevjru73kg8A1ZErx+FZrDgXxff2ipY/B+uXiYWuupiJvzgdqzHmtHVJBZNCRLw+uh6S6ovy5g3eViaZKIMFTS9vb2A1OhrPCLIcYmZhQsXhlowKxQKamtrxy3NTObjg8vr59svHsQXEFkxNZ9rZ4ff4ZKRkZGROU0gEOD+++9n0aJFoXSxcHR1dZGXlzfstry8PLq6ukL3B2+LNGYkjzzyCD/+8Y+H3ZZoM56xEvD4YNAjJtHWzIkgKAajFxZH2DqRgNeHoFKimxjZX0aZrKX6/90c1dn+o0SZpKHi3pUEnB60uekRx+mnliMoFSQVZuM121AmRV6IBzuaKZO1ePrNEaMuXrMtlAYXj+AIuKWaGYU6PjFDsDVznE2EtDnpeAesMU02g2Qumkbf+/tInztR6iIWQ2RlLZ6Bo6mLzIXT4hIyQ0nEjHUoKaV51Hzvc7i6+hMSBD6L5B0Tri1zPCjUqrBRvngRVEpK7lhG95vbyb9qQewDYs1HoUCv19PXJ4m08YogJ/xb3djYSE7O2JWZzMeX362t5WS3lWydhp9fO+1D3bmSkZGR+aRy7733cuTIEbZs2fKhP/ZDDz00LNpjsVj4+c9//qE8tkKjYuqvv0bA6cZjshHw+eNOhYmFZ8CK/VQb6XMnIigUCApFxIL3ktsupejGCxF9PqzHmkmpyA8rrj6OQsbR3IWry4g22yClyEXpxAaAIFB068UYZlTF3N1XpaUw+af3oM7UR/17nn3+LDIXTsMXp+li1tIZpM+dOLwAPgoTfngHoj8QMq+MhqOlm7QZlWRfNDuu+g7RH8ByqIHyr15NSlle1CYDzrZenG29qPWplN65PK65jyeazLSYaXMjqbr/Bnx2FyB50yiTtVHT06wnmvGa7KSU5o5ZAA1FEAT0U8rRTyk/43OBVCPT398f8qvq7++Pq21zLBKWQ2VlZfIi91PIrkYjj2+WzJ0euW4GWbqzt8smIyMj82nhG9/4Bm+++SYbNmyguDh6Kkd+fj7d3cPrF7q7u8nPzw/dH7wt0piRhDOK1mq1+Hzxu9KPFUEQUKUkoUxJovGPr3L8v54IGVeeCR6jheP/9QQtT72Ls603rmMUGhUBf4CGP6/i6Pf+hr2x84znkQhjTT8y7TtF69Pv0fXWjrjG20620vbMWo794O9R3eyDaLIMoTWbZ8AacZxCrUKTKdVCi6LIwJ6TiIHwYkWhVkmpc4Pi0tHchbvPHPHcan0qmoy0UPqXqyt8K2OAgR3H6Hx5E8ZtR6M/sUHc3Ubanl1L3a9fiBnJsRxuoPVf74XSpsLh6ugb83t5tlClJqFKTaLl6fc4+bN/Yz3WHHFsx6ubaf3Xe1iijBkPPEYLfRsPJGTQObTYPzs7m+zs7DEZa4ZDNg6Rweb28e2XDiCKcNPcYi6dkhf7IBkZGZnPMKIo8o1vfINVq1bx/vvvU1FREfOYBQsWsH79+mG3rV27lgULpPSNiooK8vPzh42xWCzs3LkzNCYeAoEAZrP5jBcI8TKw6wQBjw+/y0NSmI5diaLOSEM9uINtq22L+zjLgToQRQSlYky5/WN1TrccaaT2F89JRdIJ4rc5AeKuobAO1gellOfHX4AvinS9sY0T//tUqL1utLHtL26k5Z9v0/78+oiCJoijqYv6P7xK/e9fwt1nijmXvg8OcvKn/4rodyIMRs8C3vjEeFDsKpK1qDPDN6YKIvqkJgeR2kk7mro49X/P0/yPt+N+/A8Le3271LGt2xjqJheOYA1VsMvg2cBnd9Hwp1W0v7iBrte3xnVMuK5lwRqa8RA0spiR4edvHaPV6KQ4I5kfXTnlo56OjIyMzMeee++9l2eeeYbnnnuOtLQ0urq66Orqwul0hsbceeedPPTQQ6Gfv/Wtb/Huu+/ym9/8hhMnTvC///u/7Nmzh2984xuAFOm4//77+dnPfsbrr7/O4cOHufPOOyksLGTlypVxz83j8aBUKsdlxzMWoijSv0VamKbPnRhXKlEsBEFAN0Eq/LbVtsZ9nGmf1LxGP70yoZQyV2c/bS9soO7XLyQsaAIeL63/XoOrrZfaXzzLwJ6TCR0fTCFSpsYnZoLmoLEK40Pz8/poeepdut/Ziej10TvC92cooijS8fIm+jcdCP0cDUdzF/V/fJWA0y15lPgjRzREUaTz9a20P/8+iCLGHcfCjleoJaEhJihmkotzYmYNBfyDYiZCmpblSCMBtxfz/lM0/mV1qLlFOHrW7aXpibewnmiOKfhi4bO76N96mJ61e8LeL4oina9JoiG5NA99lBqYYHpltLmfCQGPj8bHXsPdZURQKiK2Qh9KtPbL4yVoPn4JpDIfKuuPd/OfXa0IAvz6xpmkJcVZ0CcjIyPzGeavf/0rABdccMGw25988knuvvtuAFpaWob94V64cCHPPfccP/zhD/nBD35ATU0Nq1evHtY04Lvf/S52u50vf/nLmEwmFi9ezLvvvhu3x0wQvV6P0+mM6bx9pjiaukJeGJG8TMSACGIA0S9KKTyBAGIg+L30VZWWMkyA6GqKGdhxDHtdO6I/ELONrc/qCEVx0udMiDnvgM+P+UAd/R8cxF7XHrrdVttGalWhVA8iAoinF6uiCKIolYqIIggCqtQkyr54Bc3/fBuf2U7LP9/GfqqNwhvOj0tQ+ezByEzs99drsoX8YKI1Owid2+ak6W+vY6+XUv8yF06j+NaLwo4VRZHOVz8ImZxmLJhK8a2XRGxf7WjppuEPkpBR6VOoeuDGiMX0ot9P23PrMW6XUsfSppZT9oUrwr6nY43MxBOJE32SeIpU15V3xXkIaiVdr23FdrKV+t+/TMW9K1Hrh3eXEwMi/ZsO4Om3YN5XiybbQObCaWQumILaEJ/BuN/pxnywHtPeWqzHmyEQQKFVk33+rFERN9vxltA1WnD1oqiiLdgiPdgyfSj2hg561+9Dk21Am2NAk21Ak52OJiMtrjbRYiBA85Nv4xi8nkruWkHaxFKMxshpg/H4yMRjrBmLhMXMRRddxKuvvkp6evqw2y0WCytXruT9999P9JQyHxFGu4fvvXIYgC8uruC8ytj95WVkZGRk4ktJ2rhx46jbbrzxRm688caIxwiCwE9+8hN+8pOfnMn0xmWBEI6Rz7t/i/Q3JKkoO9QKOEjzP96SoiVxbFzXfPfWYccHIzMBlwdna8+oc4/EfFBKMVNo1aRFKVb29Jvp33IY47ajwwreNdkGspbMQJuXweFv/iH2hAePmfyTe9DVSC1wW558B9uJFvo3H8Le2En5F6+M2pkMhqSZxRGZsZ2UojIKjSrm6+HuMdHwl1V4ekyAZM6Zu2xe2IWwKIp0rtpM7/p9AGScO5mS22IImUdfwR8UMvdHFjJ+t5fmJ97CerRROvd5U6RzRyjUDwrAeCIzoijiSkjMRE8zEwSBvOXzUaWl0PbsOpytPdT95gUq77sObXb60Acm74rz6N9yGEdDJ54+M12vb6XrzW3op1WStXg6aVPKRnU+87u9WA43YNp7EuvRptB8QHpP9dMr8TtdKDS6IQ8lRbQAUquL0E2OLmKDLdL9jtGRGWdbL+b9p8IcpECTlYYmy4A2Jx1NtoG0yWXDXlNRFGl/YQOWg/UAFF5/PhlzR7dJH0oihphn+nmVsJjZuHFj2DCQy+Vi8+bNiZ5O5iNCFEX+a9Vh+mxuanJ1fHtZ9ItSRkZGRuaTxXgLGlEUh/399zvdmAbTqrIWTw+/YxxnBs7IomtNlh5Nlh5PvwVbbWvMxbtpn7RI00+vHLWzLQYCWI820bf5kLSoDs5JENBPryRr6QzSJpUhKISoqVKjJ336yanTUqj8xnX0vLeLrje3h9LOSm6/NGqkKJRmFkfNTLBeJrW6OGrXOFtdO01/ex2/3YWgUlJ61/Kw/jzSUxDpem0rvev2ApAxfxIldyyL2IJYisiMEDIR6qR8VgeNf30tVKeTu2I++VctjBpZUIQiM/6IY0LnN9vxDYrBpHjEjD+6mAmStXAaKl0yzf94C0+vmbpfv0DlN64LLe4FpYLM86aSed5UXB199G87wsDO4/jtLiyH6rEcqkedkUbmgqlkLpyKu9eEccthLIcbhjVtEFRK9NMqSD9nAmnTKsP641gO1uNskRqC5MeIygAokyKnmWnzMshcOA1Pnxl3nwnvgFX6XQgE8PSa8fSasZ1oCT3HoWKm591doTqnnIvPIefiOVHnkYiQCRLJWDMe4hYzhw6dLtY6duzYsJ73fr+fd999l6Ii2Zfkk8JrBzp450gXKoXA726eRZJ6fNppysjIyMh8fBgvQRMIBBgYGBi2KBnYdRzRK5kxZsyfPOqY3OXzyVw0TVoYKxQICmHwe2Gw3bIAyshtl3UTSjBuP4qtto3cZfMizs1nc4Zqawyza0bdbzvRSuNfXwv9rDKkkrVoGpkLp49ulasQqHrwJmnRKACCMOz70M+AMOLvpqAQyLvsXFIrC2l+8m18FgfNT7yF7fw2Cq9bOirtTAyI+AfFTKw0M1EUQ5GZaPUyA7tP0PrvNYg+P0pdMhVfuVpKm4twzq43t9OzZjcg1TyV3Lk8tpBxDAqZb90QUci4+0w0/GkwMiRA0U0Xkn3+rKjPEU6nmcUTmQl1ulMo4mo8ESsyMxTDjCoq77uOxr++js/ioO63L1Lx1WvQTRjesTCpMJuiGy6g4JrFmA/UYdx6BFttK94BK91v78Dda0Kbm45pr1TPJSgVpE0uI/2ciehnVEb1ZxIDAbre2AZIqXm66thrbGWKdL5AmDSztImlpA1JTwz4/Hj7Lbj7zHj6TJLI6TXj6TOjHfJ6GrcfDc0jfe5ECq5dEnUOYxEyQUZ+Xul08aXtxS1mZs2ahTD4S3zRRaNzLpOTk/njH/8Y94RlPjo6zU5+9NoRAL51cQ3TimI7/srIyMjIfDI5U0ETCATo7+/H5/OFFheiKNK/WUoxSz9nYthF2Zm4hQOkTijGuP0o9vp2RL8/YmqS+WAdBKQUM/3U0V3ldJNKpEhPtoGspTMxzKiMeC5BEOJaNEZDN7HkdNrZyVb6Nx0k4PFReseyYeP8TncouhOrAYCnd3AnHSIWXfdu2E/HSxsB0OZmUHHvSrQ56RHP2f3WDnre2QmAYc4ESu9aEVnItPacFjJpg0Imggmns72Phj++gs/ikCJDn7+M9DAiMxzBBgDx1MwExUxSQWZc9UkhMROneaeuupjqB2+i4U+v4jPbafjTq5R94YqwJpQKtYqMeZPImDcJd8+AFK3ZfoysRdNQ6VOx13eQPncihlnVqOJskmHafRJXZz8A+VctjOuYUM1MHA0AFCol2rwMtHkZEcdYjjTS+uxaQLqupahd5OjQmQiZ0LyGfF6ZzZFbfg8lbjHT2NiIKIpUVlaya9euYcaZGo2G3NxclFHMimQ+HgQCIt956RBWl4+ZJel87YKxO8PKyMjIyHwyGKugCQoZr9dLRkYG/sFUHUdTF64OqfA/M0Lh/5kSqptxe3G09JBaURB2XCjFbFpF2HbFgkLBhP+6I9S29sNArU+l8r7r6H5nJ30b9pN32fxRY4L1MhC7ZsY6mP6jTE0iuSi8SEytKEBQq0gpy6P8K1ejSo28aA74/EOiWdWUfX5F1EW+q733tJC5P7KQAVDpU1BoNSiT/ZR/7Wp01dH9l4YylshMpNdjJMEGAPFEZoIkF2VT8/9upuGPq/AMWONq1KDNzaBw5RIKrlooRSQFgapvXh/3Y4KUEhf0wzHMriGlND7LDEWUNLNEEUWR7nd2QkAkqTiH8i9fFVU0er1ezGbzGQmZIMHPq6FZYNGIW8yUlZUB0gebzCeXZ3Y2s6WujyS1gt/dNBNVnDsUMjIyMjKfbBIVNEOFTDB/PShmrMeaAKlWIVY9y1jRZKShyUnH02vCdrI1rJjxO93Yg4vyKLUpH6aQCSIoFORfsYDsC2eH3Y33DRUzMRbJoRSzCSURd8ZTyvOpfuBGkoqyY0YqFColFfdeS+/6veQtnxcxUhUk87ypIAiklORGFTIwWD9037UEPD6SE3ShH1ozI4pi1BqRUPF/SXxiJtiaOVq9UTg0WQaqv30Tro5+Uqvij9rFek2j4TXZUSRpQBDIvzJ+j6mhrZljvX6xEASByntX0v7iRgpWLo6aEhcIBLBYLGi12jMWMkEUCgV6fXTvoCBjas186tQpNmzYQE9Pzyhx89///d9jOaXMh0B9r42H3z4OwA8un0xlTny5iDIyMjIynw7iFTQjhYxGoxlW/J9/xQL0M6oIOD1ntGCKRd6K+QiKyH4WymQtk378ecz769BPLT9r80iEYCvnoOiIlFakTteRf/Ui/A4XCk10W4SCaxeTNrkMTXb0xV0iwlKpVZN/+Xlxj888N34fumHdvxJAk2OQuq5pVFJxepRLq+C6JTjbeuNqUw2Qcc5EkotzSIkQ4RuJGAiE0u5UaSnoJqbEddx4oMnSM+H7t+Fo7oopHoeizUsnZ9lcqRHAYPvwM0GZkkTp3StijvN4PKhUqnETMkHiPVfCYubvf/87X/va18jOziY/P3/Yh5ggCLKY+Zji8wd48MWDuLwBltRkc/u5ZR/1lGRkZGRkPgJiCZpwQiYcKSW5Z22OXW9up3/zIdIml8VcTGky9aO6K53prvRYzuF3uqn73Uu4uweo/n83x3x9NFl6THtO4Om3kFSQReaCqRHHarPT0S5OD/3sGbDis9hJKTs7UbGPCm12OgUrF8c11jCjCsOM06nypv2nMMyoipgul3HuZLxmG7W/eA7L9EoKrl6EKkwXOVtdO12vbcFndzHpv++KOofxuM4iISiEUdFI0e8n4PVHjDR2vLwJ24kWci6ZG7H+6WwgCAIZGRnjKmQSIeFH/dnPfsbPf/5zurq6OHDgAPv37w/927dv39mYo8w48NeN9RxsNZGWpOJXN8xAEaWAS0ZGRkbm000k5+14hUwkzAfqcDTHl+ceHRGf1YG715TwkX6Xh4Y/vopp78kxP7r5QB3Nj785rJVuLBRJGjz9FkSvD3dXZCPBoQTcXgJub0ItoUV/gJZ/vk3dr18I+fzEwtVlpPmfbxPweON+nLNFwOvD0x9fYbf1eHPI/yYaA7uO0/z3N6n73Yv4Ha6I4yyHGvCZ7Zj2nJTSuMKgUCmx13fg7jLiMVoinsu44yhNf3sjboPPM0UMiLT8aw31v3tpmEfSsDG+AAGPj4A7/Pvsd3sJ+GK3vY4H096TIUNWjUZzViO0sUhYzAwMDEQ1/JL5+HGk3cyj66UCyZ9eM40CQ+x+9jIyMjIyn25GChq32z1mISP6/XS8sommx9+g+Ym38DlciAExLnPRcGgG05Q8CYoZn81J/aMvYzvRQsvT7+Hplxaj9vqOuBednn4zzf98G/PBOqkrV5TF8VAEQSBpsDNUvGLm9MHxD+16czv2+g5EfwCVPnbqk622lbr/ex7TnpO0PbcursdwdRtpfW4dHqM1rvFesw3riebYc6lro/aRZ2n8y2tRF9WiKNL7/j4a/rSKjlc2YT5UH3Gsu8dE23/WA6BMTgoVwYfDPGj6qJ9WEbF2JrkkF8Wg54vtVFvYMa7OflqfWYvlUD0Nf1o1LgX30RBFkfaXNmDafQJnaw8De8ILdYV2sObIPbo1M0DXG9uo/fm/sRxtGvtc/H7aX95I8z/epumJN/HZnB+pkIExiJkbb7yRNWvWnI25yJwFXF4/D7xwAF9A5PLp+VwzK3y/eRkZGRmZzx5BQaNSqUIRmkSFjMdope63L4V20NWZekSfH8uhek789z9p+896zAfqElrwBVsK+2zOuI/zmmzU/e5FnM3dIAgU3XIRmiw9PpuTut+9xLHvP07rs2ux1baG6lrCockyhFKd7PUd1P/2JbwmW3zzHvTncHXHJ2bEIQae8WA51kTPe7sAyLl4zrA0q3AYdxyl4Y+vSiaXaSlkXzA76nh7QweNf3udkz95GuOWw/RtiBwVCXh9mPbV0vDn1Rz7wRM0P/FWRMHoc7hofXYt9b99CXeXEVeXEXtdeKEQ8PpofWYtHS9vAlEkuSSX5OLwKXsBn5/mf75FwO1FZUil9M7IrYP9Tje2QePRcO2VgwhKBamD7bntteHnmFSQRcFKyW/FfqqN+kdfjhgtcfeZcHX04Q/j/RIvXW9up3/TQQCyzp9F9gWzwo5TaKXf23AROJ/VQf8HB3F3D9D451U0/vU13D2mhObhNdmo+/3L9L2/H4Ck/MwzLcsZFxKumamuruZHP/oRO3bsYPr06ajVw4vWvvnNb47b5GTOnN+sOcmpHhvZOi0/WxnBoVlGRkZGRmYMWI410fLkOyHzx9zl88i/ciGCUoH1WBOefgv9mw9J7uGDNQBpU8pJm1xGcmluxLx+TW566Ht3nzlm/Ym7z0TDo6/g6bcgKBWSt8lgdzN7XTuIIn6nG+PWIxi3HkGdriN97kQy5k8mqSh71N/GnIvmoEpLoeXp93B19FH3mxeovO86tLmRPTmAkHmju2sg6rjTDDYLiONvs9dko/WpdwGp0D//msi1JSFDzEEfGW1BJpVfX4kma7SvnBgQsRxpoGftHhyDaUMg1fRoR5hRiqKIs7UH4/ZjmPacCL3vg08CV5dx2HsliiKmvbV0vLwRn0Va7CeX5lJ826Vh31Ov2U7T42/gaOwEBv1v7lwWsUFC12tbcLb0gABld1+GKi1ypMpytAnRH0BQKUmbUh5xHICuphjr0SZsEQQXQO4l56BM0dL27DqcLT3U/fYlKu+7bpQRa++aPaF0QGVqEppMPerMNDSZ+tPfZ0nfK1OTRl0Lvev3ht7HjPmTKLrxgojXS/B1CrhHi0pVWgo1372V9pc2Yj/VhuVwA9bjzeRcNIfcFfNjdvyz1bbS/I+3Q6Itd/l88q9awIDJFPW4D4OExczjjz+OTqdj06ZNbNq0adh9giDIYuZjxI6Gfp7Y0gjAr26YTmbqh9+aUkZGRkbm48tQQ8zs7GwsFktcbZvFQICut3bQ8+5OECXn8dK7VqCfXhkak3X+LNSZeqzHm6Xc+kAAe30H9voOut7YhjI1ibRJpaRNKccwswrlkK5fKl0yCq2agNuLp9cUVcy4Ovqo/6NkbCioVZR/5Sr0QxarhlnVTHn4i5j21DKw+zjOlh68Jhu96/bSu24vSQVZpA8aHmqyTncLy5g3CWVKEs1/fwNPv4W6X79AxTeujer5oc0bFDM9A8O6YUV+IaPfHRrmD9D85Dv4bE6UyVrKvnB5xDSpgNdH67/XYBpMRdJNKqX8S1eOaq0b8PoY2HWC3nV7cQ+JJCWX5JJz6VzSZ9eEiul9VgcDu05g3H405C8EgCCQNqWczAVT0E+vHNYS2t1npv3590NtvBVaNflXLST7gllhXxdHSzdNj70eioLlX7WQ3BXzIy7cLUcaQ9HA3BXnoptYEu0lxDKYqqabWBK1zTBAao3kjePpNeMxWkcJlCBZC6ehTNbS8uQ7uLuN1P32Baruu36YEaVnSFTPb3fhtLtwtvaEPV/V/Teim3Dal6d/2xE6XvkAAP30ypimlUGfJX+E2qjk4hyq7r8B8/5TdLz6AV6jlZ41uzHuPEbhtUtInzdp1OstiiK96/bS+doWyZw2WUvpXctjRgU/TBIWM42NjWdjHjLjjNXl5f+9dBBRhFvnl3DRpPgMl2RkZGRkPhuEK/aPp22zz+qk4V/vh0wXU8rzKfvCFcOEAEiGg8lF2eStmI/f5cFW24r1WDPW4014es347S5Me2sx7a0lteruYWJGEAQ0Oem42nqjNgFwNHXR8OdV+O0uFEkaKr6+El31aC8QtUFHzsVzyLl4Dq5uI6bdJxjYfQJPrxlXZz9dr2+l6/WtlN5zORlzJ4aO008tp/JbN9D4l9VSPc7vXqL8q1eTFqEdcDAyI/r8ePotoXS5iATzzGIEZrrf3oF9sH6j5I5lYSMsIImOxsffCEVYMhdNo/iWi0Z5nvS+v4+eNbtD0RKAtCll5FwyF93EkmELWuP2o7Q+uw6GWHFo8zLJXDCFjPmTUacPt3kQ/QF6399H15vbQ+aX+mkVUtpfZvjW0gN7TtL67zWIXh8KrZrSuy+LmgrmNdlo+dd7AKRUFcZsMR3w+rAckdav0c4bJKU0NySm7afa0Jw7OeLY9Nk1KJM1NP3tDbxGK3W/eYGK+64LCfCKr16Nz+LA0y8JI0+/Ba/RIn1vlL4PNprQZJ0WTab9p2h7VqpxSq0ppuyLV8T0rgnW+kRr9CAIAulzJqCfVkHPmj30rN2Nz2yn5al36fvgIEU3XRgS7H6nm5Z/vYdlsNYoqTiH8i9dOeq6Hmtt3HgxJp8ZkHpKNzY2UlVVhUo15tPInCV++uYx2gaclGQm819XxN8bXkZGRkbm00+krmUx2za7vTQ+tpoks5T/n33BLAquWxrTiFCZpBnWStfdaxoUNs14jBY0YRb92hwDrrZePL3hO1/Zaltp/OtrUr2ELnnYAjIaSXmZ5F+5kLwrFuBo6sK0+wSmvbX47M5hu+JBUisKqH7wJhr++Cpek43GP6+m9O4VoTS2oWiy9QhKBaI/gLvLGFPMhBaBUdLMrCea6X5XSjPKvmAWhlnVYce5uo00/mV16PUqWLmYnEvnho1suHtMkpBRCGTMnUjOJXNJLg5vPplSlgeBAIokDRlzJ5KxYCop5fkRIyYtT72DaW8tACpDKkU3XoBhdk3Y8WJApOuNbaE6IE2WnvKvXRPVbFMMBGh56l38wSjV5y+L2I45iO1UGwGXBwTQT48tZgSlktSqQqzHmrGdaiMjipgBSJtURuU3r6fxz6tCorfi69egqy5GUChQp+tQp+tIDfPQoijit7vwGC2o0yUxYz3eTMuT70g1Q6V5VHz16phGqDA0zSx21zqFRk3+lQvIXDCFjlc/wLy/DkdDJ3W/foEpP/8iXquDpsffwDNYV5Nx3hSKb7k4FP0ZisfjISkpuvHr2SRhFeJwOLjvvvt4+umnAaitraWyspL77ruPoqIivv/974/7JGUS43CbmRf3tCEI8JsbZ6HTymJTRkZGRkYiVvvlqIJGAL/TgyJJQ8ntl4Zd0MeDNicd7fnpZJ8/M6JXR1DghIvMiH4/rc+sJeD2ok7XUfmt60nKyxw1LhqCINXwpFYUUHj9+Thbe1DrU8OOTSrIovr/3ULDH1/F3W2k/aWNpE2tQKkdXsshKJVoctJDRe5D0+6iziVCaMY7uGOOKNWaFFy7JOI5zPtO4ek1I6iVlN4VXmwFybl4DoJKSc5FsyNGS4IkFWZT8bVr0E0sDbuQHUnW+TMx7TtF1uLpMZ3jRZ8Py1EpYqKbUELZF68I6/0ylJ73doeigiV3LIs5fyAUWUgpL0BtCP8ejyS1pjgkZuIaPyh6gymPbc+uZ+IP74gptARBQKVLDj1vd5+Zpr+9jujzo83LpPIb18ZMiwsST2RmJJosA+VfugrriRY6XtpI2tRyVGkpeM12vAM2BJWSopsuJHPRtIgCVhRFBgYGyM3N/Ui8ZhJ+xIceeoiDBw+ycePGYSrskksu4YUXXhjXycmMjQ0npVzM5VPymV+R2Ie7jIyMjMynl3h9ZCL50Cg0agqvW8KE739uzEJmJJEWSMGoRrj2zIJSSflXryalooDqb9+csJAZfT4FKeXRDSg1mWlUf/smdJPLqPj6ylFCJkhwLu7uOJoAxEgz89udKDRqFEkayr54RdTd+dzl88k6fyZV998Y873R5qRTdMP5cQkBkOo14hEyALrqYib9+G6Kb7045iJcoVFT8ZWryVk2l8r7ro0pZEDqcAeQtXRmxCjVUMSAGGrtHE+KWRBdqG7GhGcgvhbVSYXZVH/7ZlIqC6j46tUxhUw4NFl6ci6dizpTT+U3r4vrNQmSSGRmJGmTSpnwg9vJv3IhINXXlN69gupv30TW4ugNpDQaDT6fj/7+fgKB+D2TYhHvuRLesl+9ejUvvPAC55133rAnNnXqVOrrI/cBl/nw2HJKKs5bOiF8yFhGRkZG5rNHooaYIyM0BoNUp6GfVok2M3pXr/FAm52OIlmLSp8qdaEasTBMLsym+v/d/KF26VTpkqm677qoY7T5maibdaFd8mgoU5IQfX6ECGl6SYXZTHjoNlwdfWgHvXciISgEim++KOZjfhjEmutQNFl6CldGjjiNpOjGC0ibWo6uenRKYDgCXh8ZcydiPlCHYWZs8RMkpSwPlSGV5OJcKUUtTrTZBqq/PfbrUhAE8q9YQM5Fc+KOyARRJmlQJGsTPi702ErFsN+z9Nk1cR2nUCjIyMjAbDbT399PVlbWGUdoAoEAFktk09KhJCxment7yc0dnZNqt9vltr8fA+xuH/tapN2gxdWRc05lZGRkZD47JCpkggwVNAMDA+h0utgHjROavAwyzptMUl5mWDED8bU0/rDwmmxYjzej0qcw5eEvxXXMpP++C3tDB862XjwDVjQZo7tmKZO1pFaNbmrwWUYfo7XyUJRaNYXXn0/BdUsRBIH+rUdIKc8nuSj8GsnvdGM53IAmJ50pD38p6jUmiiKOhk4USZph5xuP63IsgiSpOIfMBVNQJmsJ+Pwxa9nGE7VaTXZ2Nn19fWcsaIKfV35/ZGPVoST8KHPnzuWtt94K/Rx8w5544gkWLFiQ6Olkxpmdjf34AiKlmSmUZsV2BpaRkZGR+XQzViETZKixZjDdLF5EUaT7vV1x1x0Mxd3RT/+GA7S/uCFmt6+PA5YjDbT+ew3db++Iaso5EuPWI7Q//75UG5MAri4j7r7wzRFkRiMIAl6Lnbb/rKP25/8O1eqMpPkfb0mdvTYeiClK2p5bR91vXqD7ze1nY8oJ4+kz0/f+frrf3hGxLbinf3yumYDXN8oIVKPRkJ2djdfrHXPK2dDPq2A0OBYJi5mHH36YH/zgB3zta1/D5/Px6KOPsmzZMp588kl+/vOfJzxpmfFly6l+ABbJURkZGRmZzzxnKmSCBNNIEt1x7l27h67XttL419dwtHQndKxr0PtEk2WIq5PTUDz9ZtqeW5dQIXSQgMdL38YDEd3sI5E6mPbkt7twd/XHdYwYEEOLasOM+JoFgNSdq+7Xz9P459X4hhpXRiHg8eJo7opvXqKIra4NMc6d8URwdvSF/GFi4Xd56HpzG16zLeZY0e+nd/2+kEFlOEx7Toa8UnQTwvvSBOtwLIfqQy2TIxE8h/lQ/biJhDPB73QDoEzShvWjsZ5o4fj/PEXXm9sSEtwjcfeYqPv1C7Q+s2ZUW+YzETQjP6/i7ZacsJhZvHgxBw4cwOfzMX36dNasWUNubi7bt2/nnHPOSfR0MuPMlrpeAJbUyGJGRkZG5rPMeAmZIIIgxDyH12xjYNdxySQTSD9nAup0HQGXh4Y/rcLVGd8iH04X0A81IIyF3+2l841tnPjx0/RvOUzPmj0xjxFFUVpgb9gfEjLtL27gxP88Sf/Ww4j++BZj2ryMkAO9ra49rmMczV0hr5d4O58N7DlJwx9fxe9w43e48MYoTvc5XHS/s5NjP/wHDX9eHVXgBYvl6379AvW/fYmBQePNaHhNNvo+OEjrM2tjjmt9Zi21P3+Gjlc2RRW3oj9A/5ZDnPjfJ+l+eyddMSIftlNt1D7yLB2vbJLMIC32sOMGdh0HIH1OTUSBbJhVAwqBgNsbMXoTJH1ODSpDKogifRsPhh3j6uynb9MB3N0DZ+zHEvD5sZ5opv2ljbj7TKPu9zskYatMCZ+i1rdxPwQCdL+9k8a/vobPEZ8QHoppXy21v3gWZ2sP5v11w01UBxmLoDmTz6sx9eytqqri73//+1gOlTmL9Fhc1HbbEARYUJn1UU9HRkZGRuYjYryFTJCRkRm/043tVBu2Ey1YT7bg7pSiKRnnTSG1qhBNloHK+66j7rcv4rc5afjjq1R/+6aIpo9DCbrSx9OpTBRFTHtO0rlqc8hBXmVIRZs/+lhRFPH0mbGdbMVW24rtZCs+qyQokvIz8Ts9oFDgNdloe3YdvWv3kn/VAgyzJ0R1XxcEgdTqIsz7T2E/1Ub20pkx52053ABIQkibG120iaJI79o9dK7eEjqm4t6VEYvtPQNW+t6XIhXB7laCSom9sXOU6afo9zOw5yS9a/YME5y2Ey1knjvcq04URdxdRswH67EcqsfRdDrak3PJOSHj0CB+l4fedXvpXbfntDlkbnrEjluWY010vvoBrg5pHoJahdqgC9vC22u20fHqZky7T0g3CJAxb1LYhgquzn6cLVK314z5kX1jVLpkdBNLsR1vxrT3ZNQieEGpJHvpTLre2Eb/tiPkXXEeyqThv2um/adCaWjqzDTSJpaim1xG2sSSkPiNhtfqwHq0EcvhBqzHW0LNCDRZenIumjNsrN8hRWYUEeptyr54JR0vb6L/g4NYjzZy6hfPUf7lqyJ6DA0l4PXR8eoH9G+SRJtKn0LZ5y/HkxO+1XVQ0MRTQ3Omn1djNiDp6emhp6dnlNqaMWPGWE8pc4ZsqZPU8fQiAxmp4/OHS0ZGRkbmk0ewC9B4Chk4XfDs3nIc24kWaXd9RLrKyBa+SQVZVN53HfW/fxmvyUb9H16h+sGbUBuiNxOINzLjaOmm/aWNIdd7QaUk5+I55C6fH1pYek02bCdbsQ6KF69xdJcklT4Fn91FwTWLyFw0le43tzOw+wTungGa//E2ySV7yL96IWlTyiOm2wXFjK2uPaJ/zlCCYiZWVEb0B2h/cQP9mw+FHqf8K1ejSh1tVOjqMtK7dg8Du46HokqKJA1Zi6eTc9Ec1OmnX/eAx4dx+xF61u4d9proJpeRt3weqYPticVAAEdjF+aDdVJK1aCRYhBFshb9tIrTraYH52zcfoSuN7eHok9KXTL5l59H1pLpo9zsXR19dLy6GeuxptBtGfMnk3/1IjSZwxsjiH4/fRsP0vXW9tDiPqU8n6KbLySlLHyL7WBURp2pj9lQIf2cCdiON2M53Ijf7Y3Yhhsga/F0ut/ZScDpZmDncbLPHy5ihcHn7bc58RqtGLcfxbj9KADJJbnoJpaQNrmM1KoiFBoVoijiau/DcrgBy5FGHE2dMCKgk1yWF7ZlcyjNLIKYUaiUFN9yESnl+bT9Zx2ePjOn/u95Sj53SVRjUHevieYn3sLZKolB3cQSSj9/GWp9KkajMeJx8Qia8dh4SVjM7N27l7vuuovjx4+PCpcJghB35wGZ8ScoZuR6GRkZGZnPLhqNBr/fT15e3vgKmUAAV3sfLUffJdU/ZEGiEEgpzydtUim6iaWkVBSM6qKUUppHxdeuoeFPr+LpNdPwx1epeuCmsItxkHbzgxGWSGLGa3XQ9fpWjNuOhBZ7+plVFF63NORRA9C/5TBtz60bdbxysG5CN1H6p83PDIkPbXY6pXdfRs6l8+h6YxuWQ/U4W3to/PNqUquLKLhmUdgFcdCbxGe24+k1o81NHzUmiMdowdUu/d2OJmb8Lg/N/3wb6xEp5Sl97kRK7lg2Kk3K0dRFz3u7MR+qC70eqrQUsi+cTfbSGShTTr/WfoeLvg8O0ff+vpBvCwIYZteQu2weKaV5obHGHUfpXL0lJEiCqNN16GdWYZhZRWp1ceg9F0UR65FGOlZvDkXqBLWSnAvnkLt83qiFttdip+vN7Ri3HgmJodSaYgqvXzpsHkFstW20v/B+KIKkTE2iYOUSMhdMjRg5EwMiA4PRm4z5k6JG2ECqm2n/z3pErw/L4QYy5k6MOFaVlkL6vEkMbD9K38b9ZC2ZMez8eZefR+6Kc3G292I73oz1RAv2+nZErx9naw/O1h561+1FUCspuXM5na98ELr2gyi0atImlZE2vQL91IqIxp8hMRMhzSxI5nlTSCrKpvnxN/D0W2h5+l3sTV0UXr901O+uaV+tZFDr8oAAeVcsIG/F/IgNBkYSTdCMVwQ5YTFzzz33MGHCBP7xj3+Ql5f3sWqL+FlGFMWQv8wSWczIyMjIfGZRKBQYDIZxFTIAgkKBoJIWIUlF2egmlpI2sYTUmuJRqTXh0NUUU/6lq2h87HVcHf00/nkVld+8Puyx7p7ThpPhUsWGLbAAbUGm5D8yqWzU2ORSyU5CoVGRWl0cEi/JxTkxF2TJRdlUfPVq7I2ddL22FVttK/a6dup+8yJ5l58bMhgMklSYjTJZG0q/iyZmLIclcaJM0ZJaWRh2jNdsp/Evq0M74jnL5lJw9eJRi3F39wCnfvWf0M+abAM5l5xD5nlTw5pdNj3xFrYTLYDkLZJx7hRyL50bVjgqk7QhIZNUmIV+ZjWGmVUkl+SOWgOKokjT429gOXjad1CKriwMa9BpOdxA8z/fDqWcaXLTKVy5BP3MqtHn9vtp+deaYSllWYtnkH/1ooiiOIi9rg2v0RqaTyxUKUnoJpdhPdKIeW9tVDEDkHPhbAa2H8XdPYD1RPOo1tGCQiClJJeUklxyl80j4PFhb2jHerwF24kWnK09CAoFuomlIXGpztSjn16JfnoFupriuJpgBNPMhgrXSKSU5FLzvc/R8tQ7WI8107/pAM7Wbsq/eKVU5+b10fHqZvo3HZBeE30KpZ+/bFSKYjyEEzTAuKXCJixmGhoaeOWVV6iujt94SObsU9djo8fqRqtSMKfs7JuZycjIyHycaWxsZPPmzTQ3N+NwOMjJyWH27NksWLCApKTYf+g/ybjd7ri7ACWKJtNA9T0ryS0Zm++JfloFpXevoOXJt3E0ddH0t9ep+PrKUQu1YIqZMlkbNp1Gk5NOwO1Bmawl78oFZC+dGdFtPbk4l6oHbyKlPH/MvhupFQVUfut6bCdb6Fy9FWdLN/ppo6MpgkKqm7EcbsBe10bWomkRzxlMMUubWhF27gGPj7rfvICnzwyCQNHNF0asw9HmZaCbJC2Ec5fNI312TVT3+eylM3E0dpK5aDo5F88J628TJG1KGYXXL0U/o2pYxCscgiCQUpqH5WA9uoklFFy7JGx0JUhScQ5iQESZoiXv8vPIWjoz4nskKJWhtLmU8nyKbrko6rmHMrBLEkDJpXmjanoikT5nAtYjjViONuJ3uqP6viQX55BaU4z9VBt9G/bH9MFRaFRSpGVQfPusDlydRtS6ZEruWEZyUTbagqyEAwax0sxGotIlU/H1lXS9tYOed3biaOik5el3qfrWDZj21oaEjG5iCaV3XxYxIhQPQwVNX5+0+e7z+cYlFTbhT7uLL76YgwcPymLmY8bmwajM/IpMktQfnkmSjIyMzMeJZ599lkcffZQ9e/aQl5dHYWEhycnJGI1G6uvrSUpK4rbbbuN73/seZWWjd/E/DZxpx6RoKDQqVKmjxUUiZMydSMDloe25dfjsLgJubxgxI6UnafPCt4NOKcml9O7LSJtcFlbsDEVQCOiqz9x0UhAE0iaVofteKY6GTlLKw9dmpNYUD4qZyB3N/C4PttpWIHKKmUKjIvvC2XS9toWyL1wRs66m7ItXoEzWxrUA1s+oYvJPvxDztZPmoSbn4vi71eZcPIfk0jzSppTFnIsmI43yL19FSnl+zOgKQOH1S0mbXBY1pWwkAY8P075agKh1ISMxzKyiTaVE9PmxHGqIeWzOhbOxn2rDerQJV7cxrsYVQVRpKegGmwFkzJsU93EjiTfNbCiCQkHBVQtJKcuj/YUNFN1ykTSPcydjOVRPUlE2eZedG3daWTQ0Gg1ZWVkhMTNeNX0Ji5knnniCu+66iyNHjjBt2jTU6uFFUVdfffUZT0omcbYO1sssllPMZGRkPqPMnj0bjUbD3XffzSuvvEJJyXAfCbfbzfbt23n++eeZO3cuf/nLX7jxxhs/otl+tslaPB2FVo1+annYlBhX12Dxf5Rd9DNZ9J0JgiCQWhU+LQwICSdPvwWvyTas4D6Is6VHijIoFOinRBbVORfOxjCrOmrkJIgqjtSiIIJCiEvIjAWFRnpf4yWRsZqMtKjRrnC4uvqlKJVCID1GuthQlMla0qaUS/VS7b1kEF3M6GdUosnSI/oDePutCYmZ8SLgSCwyMxTDjCrSppSHImOCIFD2xSvjFo1xzS8QCDUnAalRSbQuZ/GSsJjZvn07W7du5Z133hl1n9wA4KPB6w+wo0EqhFss+8vIyMh8RvnFL37B8uXLI96v1Wq54IILuOCCC/j5z39OU1PThze5DxGNRjMm5+0Pm2hipPDaJRjm1CAgIPr9ozpffdi4uo1oMtJQaCJ3tQqiztRTdMtF6GdUhRUyALoJxUz91VdxNnfHrG+IR8jIRCalNI8pj3wZZ3M36jhaIQ8l7/LzKLx+acz0Oq/JhsqQSuV916HJMkRN8TubFN18IV6LI2x90kgCXh+CSjksejYyxW+8hUywRiYnR2oFHU/b5nhI+Mj77ruP22+/nc7OTgKBwLB/spD5aDjQasLu8ZOVqmFyfuwLWEZGRubTSDQhM5KsrKxPrdGzQqHAYrF8bASNZ8BK8z/fTsghXZOlR5WkpfmJNzn8wJ/jNq48G4gBkVOPPMvhB/4UqnOJhmnvSdqff5+mx16LOk6VmkTakKiMs6NvWOODWPhszrOaUvhpQqFSDoumdb+7C+tgA4Ro2GpbqfvNC3S/szPs/T6bk5M/+zfHfvB3XB39aHMzPjIhA6CbILV5rv/di9T+8rlQ7dlQRH+Ajlc+4NgP/h5KdTzbhOtaNhZjzUgkHJnp7+/ngQceIC8vvqIrmbNPsF5mYXU2inFU0TIyMjKfdD6Lnmhutxu/3z8uO55nihgQaXj0Fdw9A/idHiq+fk3cRc3uXhMgtQA+0wWi3+1FoVGNqQOrd8B62uwxK/aGYbDdsjo9/oiK12yj8c+rCXi8VHz16pg+KO5eE/WPvkL6nBoKrl3yiessG8u7ZayIfj8+qzNiRAzAdrKVrte3AlBx77UR09xEUWRgx1F8FseoVslBlKlJ+B0uAKzHmkguOvvZMfb6dgSNmpSS3LD3Ww7XI/oDuDr6UYV5HQSlAntjB367i/7Nh8bUnSwRorVfTsRYMxoJH3HdddexYcOGhB9I5uxxul4m6yOeiYyMjMzHg7179zJt2jQKCgqYMWMGs2bNYvbs2aGvn2ZEUcRgMIzLjueZIigE8q+W2hdbjzZiHizEjoegmNHESPEJhyiKOJq7sDd2AtD67zXU/foFrCdj78aPxDXYjACFENdcnG1SG+V4XNVBWtg3/vV1vANWRJ8/Ziqbq8tI3W9fxGu00P/BwbgjXmIggL2xEzEQO5rj6TfT+cY2yRQ1DpztfSFTyljnbf33Gk78zz9DxeqxCPj8uEeYdI5EFEXMh+o5+bNnaHr8jYgRK7/LQ8u/1wCS8WTapMgLeWdLN64OKYU/c8HUsGMEQSBtUAwNNfs8G/jdXtpf3EDdb1+k9en3CPjCZ0OZD9QBoJ9SHlEwZi2ZMTi2Hq85vFAbD+LxkRmPCE3CkZkJEybw0EMPsWXLFqZPnz6qAcA3v/nNhCchM3YsLi8HWk0ALK6J74NTRkZG5tPOZ90TTaVSjcuO51gQRRECgVCdi2F2DfppFViONNL+0kZ0k8viKlb3DIqZWPUKQx/X1daLaW8tpn21ePrM6CaWUHzrJSER1fDoK+gmlJB/1cKoRfxDcXdJYkaTbYjp9RHcEYf4xIwYCNDy1Ds4W7pBECi753KSI+y4Azjbemn4wyv4bE4USRoq712JNjs94viAx4v1eAuWQ/VYjjTiszqo+d6tpJSN7sQm+v1YDjfSv+Uw1uNNIErmnym3Xxr23B6jFdOeEwzsOoGrow9BrUQ/vTJs8bnXZKP73V0Ytx4OpQz2bz1C7iXhUz29JhuWo01YjzRiPdGMypDK5P/9fNixjpZuOl75APupNukGQTIQTa0oGDW245VNeI0WBJWS0juXR434GXccAyQPo+SyyNlIaVPKMW49gr2uHb/LE5fnEkg1K672PhxNXTiaunB19VPz3c+FrVOxnmyh7Zm1ePoHi+cVAj6rY1Q9ld/lwXqsGZCMPyORPmcCHS9vwm93Ydx2lLzLzo1rziB1THO29uJskww/XWnhn28ihphnGqEZUzcznU7Hpk2b2LRp07D7BEGQxcyHzM4GI/6ASEV2KkXpZ6cziYyMjMwnDdkTbfxSOIKIgQDOfhNtL27AFFAScHsRvT4Cbi8Bj5eAxxf6mlKWR813bwWktUHRLRdh++m/8FkcdK7aTMlt4RfIQ3HHKWacHX2Y9tZi3ls7qubEZ3Ggzkyj6v4bpEhDfUeoDiJtagX5Vy2I6VUSFDPxdKdy9wwgDu6YJxXHTjnqXLUlZDBZeMP5UdsvO5q7aPjjq/gdbpQpWirvuy6sKPGa7ViONGA51ID1RDOid/gOvr2uY9hxnn4z/VuPYNx+FJ/ZHrpdpU8ZlVbnd7gw7T/FwK4T2OvaYEgARG3Q4e4zD0t/8lkd9KzZQ98HB0LzUBlSybvsXDIXnu5KJgYCOJq6QgImaBIammOPCU+/Zdh8PEYrXa9vCXnIAOgmlVJ43dKwQtJytAnj1iMA5F+9iKSCyNksAa8vZM6Zed7UqJshaRNLQCEg+gPYalsxzKgaNUYMiLh7BwaFSzfO5i6cbb2hayWIu2dgmA+O3+mmY9VmjFsOAyColORdfh65l54TtimG9Wgjos+PoFSgn14Rcc4KtYrM86bSu34v/VsPk7t8XtjWy16rA2drD86WnpB48fQOjwT6SjJgxK9GIkImSCRjzXhIWMw0NjYmeojMWWTLqV5AbsksIyMjMxTZE01iPAWNzWbH43JjO9qE6I9+jmCNSWgemXryr1pIx8ubMG49Qsa5k9FVF0c8XgwEJLNIQJNjGHW/q8uIaV8tpr0ncXcahz9WjoH0ORNJP2cCSUXZCIKAbkIJ1Q/ehPVYM11vbMXZ0oP1aCPWo40YZleTf8UCkgrD/x11dcduEx3E2Sb9TVYkadBkjp73UPo3H6J3/V4Asi+YRc6FkdMf7fXtNPx5NQGXB5UumcpvXj9swe4xWhnYdRzLoXocTV3DD1YIpFYVYZhRhX56Jdrc9CFRmENYjzefFiUCpE0uI2vxDPTTKxCUSgJeH5YjjZh2ncAyuFgOotQlk37ORDLmTyKlPD+06Pc7XPSs30ff+/sIuL2AZNCYu3w+WUtmoNBIy0/zoXpMe2uxHmvCb3cNn3aShrRJpaRNq0A/pTxUB+N3uulZs5ve9/eFBFJSQRYF1y2N6G3jc7hofUZKL0utKiTnouipppbDDfgdblAIZMyP3gJcmZJEakUB9voOrMeaR4mZjlc/wLj1SMS0OnVGGinleaSU5aNMPr3otxxtpO3ZdaF6nZTyfEruWBZVhAVTzHQTS2N2yctaMp3e9XvxGq1YjzYNE9J+p5uTP/1XxFohkCKVySW5ePP10HE6xXAsQiZ0zhGfV8nJ8W3Sj9ki2OPx0NjYSFVV1VlzGpaJzZbBeplFspiRkZGRCSF7op1mPASN1WrF4XCg0WoxnDOBdJ0ehUaFQqOWvmrVg99LPyvDGCBmXzCLgV0ncLZ00/bseib84LaIaVteky20aA4XmWl/4X1sJ093YtJk6THMmUD6ORNILskNu6AVBAH91HLSppRhOVhP1xvbcHX2Y95fh/lAHelzJ1F43RLUhuFF00EDz3ic44NiJrkoO2pbW8uxJtpeeB+AtGkVFN5wfsSx1pMtNP31NQIeHypDKlXfumHUXNy9A6GidhgUAlPKMEyvIm1q+ShPmVP/94KU2jaISp9C5sJpZC6chjZ7uAjr23iAzlWbQz8LahWGmVVkzJ9M2uTSYRECURTpeW83vWv3DHOjz7l0LtkXzBqVgmU51BCKgIAkGPVTK9BPqyClqnBYq2DRH6B/62G639yOz+YMzTv/qoVS9CRKyljHixvwme0oNCpK7lwe0wDSuF1KMUubUj7qeghH2pRyScwcbwp7f/C1UCRrSSmThEtKRT4pZXmjzu+zu+h4eSMDOyWBIKiVFFy9iOwLZ0edd1B0Ahhmx97E0eZmoJtUiu1EC32bDw0TM8pkLWKwdkUQSMrPJLkkd8i/nFA6odFohJekuZ6JkAky9PPK6/XGdUzCKsThcHDffffx9NNPA1BbW0tlZSX33XcfRUVFfP/730/0lDJjpNPspL7XjkKABVVy8b+MjIxMENkTbThnImisVisWiwVdmg6lUlpYZWYmbggoKBQU33YJp375HO5uIz1rdpN/xYKwY4MpZgjSDvBI0udMwN09QPo5E0g/ZyLJZfHXRQmCgGFWNfoZlZj21tL15nY8vSYsRxopuvnCYWN9Dhc+iwOILzLjapfETFKUehlnRx/NT7wFAZGk4hzK7rk84iLVcqRRKmj3+VFn6qn61vVhxZ2uuoikomxSq4swTK8itaYoan2Pfmo5ztZu0qaUk7VoeigKE470cybS+dpW0iaVkD5vEoaZ1RHrQgRBwNHUid/pRqFVk33RHHIvnhMxSmCYWYXXbEM/rYK0qeVR63/EQIDedXuleiGNipxL5pJzyTkxa1TMB+pCqWgF18bhGWO2hYr5M8+bEnVskLQpZXS9sQ1Prxl3jwlt7unHSJ87kaSibFLK89HmZMT0bmn62+vY69oBSK0uouT2S9HmZsScg/V4sxQFE4SwqW7hyFoyA9uJFqxHG/H0m9Fknf5dK7ntUpS6ZJKLsuPyVxJF8YyFTJDg51V3d3wNKBIWMw899BAHDx5k48aNrFixInT7JZdcwv/+7//KYuZDZMtgS+YZxekYkse/xaGMjIzMJ5WgJ9qPfvQj2UpgkLEImqCQ0ev1aLVaXC5X1PGxSCnJJeeiOfSu20vPe7tJnzMhbNpMsPhfnZEWdlGesWAqmYumn5Gpn6BQkDFvEulzJmDceQzR5x/VmCBYLwOgzYu9oDwdmQkvZgI+P02PvS6lixlSqfjaNREX46Io0rNmN6LPjyYnnapvXR/RDFFQKpn4X3fEnF+QrAtmkblw6rDFayQ0mWlM/dVX4mraAJB/5UK0ORnkLpuLKoZJpX56ZdQ6oaEo1CoKrl2C9Ugj+VctjNp+OYjP6qDtuXWAVE8T7OIVjYGdx0EUUaYmxT235JI8lLpk/DYn1mNNaHNnhe5LKc2LWZc1lPwrF9L42GsUXLOYrCUz4r7GgylmqdVFMV/3IIYZlaj0KfgsDvq3HKHgmkWh++J97jDYxnpggEAgcMZCJohGo8FgiH19whhaM69evZo//elPLF68eNguyNSpU6mvr0/0dDJnQDDFbEmNnGImIyMjMxTZEy08ibRBHSpk0tLGz4U+74oFaLL0CGpVqC5mJMFWvJF20RUq5bi5kwtKBVkLp5G9dOboeQzWy6j0KTEX816LPRTFidTJTKFSUnTzRZKQ+frKUd2ohs1LEKj46tWkz5tE9YM3xuXqHi/qtJS4hEyQeIUMSM+98PqlcS+oEyF9dg0ldyyLS8gA+J0eSRAnaSi5/dKY14woiqEuZulzJ8XsXhdEUAikTZYMUC1n2KJZN6GYKT/7Atnnz4z7Ghf9fiyHpDV4tC5mIxGUSjIXTQfAuP3ImM1pPR4PPp9v3IRMkHjLWBKOzPT29pKbO7ptoN1u/8y1vvwoEUUx5C8j18vIyMjIDCfoiVZVFV+6xWeJeCI0Z0vIACi1asq+dCVqgw61ITXsGG1eJmlTK0iJ0hL3w0BlSMUwuxpF0uh2wyMR/QEyF0/H1d5HUmHk1G/91HIm/+SeuBbKypQkyj5/WUJzljmNNjedmu/egrO9L24xWHr3Cozbj5K5MLy3TCTSZ9cAUurcmRKreH8koghFN1+Eef+phMQMQNai6fgdbrKXTB+zOa0oimRkZIyrkEmEhMXM3Llzeeutt7jvvvsAQgLmiSeeYMGC8LmvMuPPiS4rfTYPyWolc0pjh75lZGRkPkvInmjRiSZozoaQcXcP0LvxAJ5+MxVfuyZm2k3WomlkLZrGwM7jtL+4AcPsGnQ1kbufnQ38Tjc+sx1BpaLktktijtdkpFHyOWmcu8+MaddxMpfMQB0mQhFOyDiaukgpH91qWebMEJTKUdebu2cgbAqjIAjD0sJsde1YjzeTed6UsFFCn8OFed8pvCYb+VcuSFhIjBcKlZKMeZPImDcJURRpefpddBNKMMyqDuv7IwYCdK7egqujj/yrF1E8olYsUTQazajP2A+ThMXMww8/zGWXXcaxY8fw+Xw8+uijHDt2jG3bto3ynZE5ewSjMudWZqJRfThGaDIyMjKfFGRPtNiEEzR2u/2sRGT8bg/9mw4AkhFjvGlCxp3HsJ1owe90f+hixmdz0jroFp+1ZHrUVtIj6dt4gL7392HceYxJ//v5mJkr5oP1NP3tddLnTqTk9kvjKrgGqVg9nm5bnxUcrT0kF2ZHjTD4XR4a/vgqiiQNZZ+/LGJLboD+Dw5i2nMSe20r1d++edT9lsMNtD23DkGlJPui2Qml450tnM3dDOw8zsDO46RUFIQVM4JCgWnPSbwmG4ZZ1QnV9ITjwzLkjfj4iR6wePFiDhw4gM/nY/r06axZs4bc3Fy2b9/OOeeEd3KVGX82Dxb/y/4yMjIyMqNpbGyM+K+hoWFcHuPPf/4z5eXlJCUlce6557Jr166o41966SUmTZpEUlIS06dP5+233x52vyiK/Pd//zcFBQUkJydzySWXcOrUqXGZaySG1tB0dnaetdSypIKs0ALT0RJfhyK/0x1ydU+kGHm80Oakh7qSmffXxX2c3+nGuE0yZ8xcMC2mkPHZXbT9RypS91kdCHGkn/mdblr/vYaTP/kXngFr3HM7W3j6zdjr2z+yxxcDIt3v7eLUL5+j++0dUcd2vLwJT78lVA8VCZ/DFSqqH2rwORTDzGoUGhWiz49539n9XR3KSB+noZj21QKgLciM2k48KOKc7f3jO7mPgDFJqaqqKv7+97+za9cujh07xjPPPMP06dPHe24yEXD7/OxqlDqsLJaL/2VkZGTiprOzk1/96ldnfJ4XXniBBx98kP/5n/9h3759zJw5k+XLl9PT0xN2/LZt27j11lv5whe+wP79+1m5ciUrV67kyJEjoTG/+tWv+MMf/sBjjz3Gzp07SU1NZfny5WfcQSwWGo0Grfb07m1qavg6ljNBoVadXjy1hn+NRmI93iwVJCsUoeLqePA5XAzsPE7T39+g/aWN+N1evGY7oijGPngEwToI8/5TiIH4jjfuOEbA5UFQK8laHHtt1PHSRnwWBwqtWipSjyF+bKfaqH34GYzbj+J3uukbjHhFw2uyYdx5jJan341qhBhEFEW8Jhuujr6oY+z1HTT9/U2O//eTtPx7TVyvkRgQcfeacPeZoo4LeH1YjzXT/uIGWp9ZG3Gcz+qg8S+r6XptKwREzIcbCHjDL/bNh+pDQrPgmkVRozKm3ScRfX4UWjWGwetgJMokDfqZUmrZwK7jYce4ewawN3bid8fnmRIJyei0geYn3+Ho9x4L+96Iooh5vySq0iPMOUiwrivYTvyTTMJpZm+//TZKpZLly5cPu/29994jEAhw2WVyodrZZl+zCafXT7ZOy8S88d09k5GRkfk0cM8994S9vbm5mV27dvHd7373jM7/29/+li996Ut8/vOfB+Cxxx7jrbfe4p///GdYi4JHH32UFStW8J3vfAeAn/70p6xdu5Y//elPPPbYY4iiyO9//3t++MMfcs011wDwr3/9i7y8PFavXs0tt9xyRvONhtVqxeVykZSUhNvtjtgUQBRFfHYnpj0nEVNSQeS0QBAH/xu8TZWWQsbcicOOTy7JxdnaE7eYCRoA6mqKwqbKDMXTb8F8qB7LoXpsp9pgcFGtSkshtaaY5sffQJGkQZubgTYvA21u+pDvMyK2RzbMqqbrjW14TTYczV2kVhREnYcYEOnbuB+AjPmTR5lVjsR8qD60CC64dknUDmMBr4+u17fR+/5eEEFQKSm4ZjHZF452s/e7PNhPtWE90YLtRAuuztO777oJJWQukIrbRVHEZ3Hg6uwf9s/d0Y/f6Sa5NI8J3//c8Ofo92PaX0ff+/twNHWdnp/bi6ffHKotEUUR74AVV8eQc3f04e4yEvD4yFw4jZLbLx12bq/JhuVII5YjjdhOtki+KUgd5wpvOH/U+2Sra6P5H2/jM9sByFw0jaIbLwhbk+SzOmh7VoqApdYUk33hnIivNUjdvQAMcyZE9bLJmD8J0+4T2OvaR3m1APRvOUzvur0ggDYng6TibJKLc0kuyia5JBeVITWigBUDIvaGdky7T2LaV4vffnpjY2D3SQquGS7GnK09ePot0rxnT4j6/JKKpGNdHX2IojhqDgGvD7/dhc/mDP3z24Pfu6TvrQ6cuo/eGiRhMfP973+fX/ziF6NuF0WR73//+wmLmfb2dr73ve/xzjvv4HA4qK6u5sknn2Tu3Lmjxn71q1/lb3/7G7/73e+4//77E536p4Zgvczi6iy5g5yMjIxMGAYGhqeQ+P1+GhoaOH78OH/5y1/O6Nwej4e9e/fy0EMPhW5TKBRccsklbN++Pewx27dv58EHHxx22/Lly1m9ejUgpcV1dXVxySWnC80NBgPnnnsu27dvjyhm3G43brc79LPFYknouYws9vd4PJG7nAVEvEYrXW9sw+qPntiRVJwTVswAOFtiixkxEMA6KGbCpZiJooirvQ/zwTrMB+txtQ3fXRbUStIml2GYWR1KJwq4PDhbunGGSXNTGVLR5maQff5M0uecXgQmFWShzc/E3WXEvP9UTDFjOdKAp1dqN50TRmQMxedw0faf9YAkMLIWR/ZAcbb20PL0u7g6JFGSXJJL6d0rQh49ot+Po6kb64lmbCdasDd2wYi22wqtmtSaYpSpybT9Z31IYAxdII/E3TMQWuj6HC6MWw7Tt/HAsOhO8qB3kOGcCfisDlqfWYurow9Xl5GAyxPx3K5uI2IggKO5G8vhBixHGke9jwiQUpZP2rSK0470SIv8njW76XpjG4giCq2a4s9dQsa8SWEfSxRFWp9bh8/qQJGkofTO5VHbHjvbekPXaeaC6MaZaZPKUOmS8dmcDOw+Sd6K+cPuD71WovR6unsGhqWkKVOTSC7OIbk4h+wLZqHO1ONq72Ng9wmprmVEGmFqTTEZ8yZimDU68hKMymhzM6J21IPTXkh+h3tUHZvf4eLI//tr1OODeHJTIfqvxVknYTFz6tQppkwZ/cZOmjSJurr4c0pB+mOzaNEiLrzwQt555x1ycnI4deoUGRmju3OtWrWKHTt2UFhYmOiUP3VsDoqZmsgOwzIyMjKfZVatWhX29p///OesXr2ar3zlK2M+d19fH36/f5SHTV5eHidOnAh7TFdXV9jxXV1dofuDt0UaE45HHnmEH//4x8Nui/e5hetaFrVtsyBFA9QZaWgE1eANIAx+Df4s7UCPjjAkl0pixmuy4bM6ovqQOJq68NmcQHgx0/CHV7CdbB12W9Dk0DCjCt3kMpRaacfY7/ain1I2uJA04e424u4x4eoeIOCUhKDPbMdntpMxb+KoxzLMrqHnnZ2YD9RRcO2SqJuIfRukqIxuUmnUFCaQajd8Zru0EI/ggSL6A/Ss3UP3W9sHU+4E8pbPJ/eyc1GolKFxpr21tDz17vCDFQIp5fmkTSpFN6mUlPKC0DFtz67FZ3WcHiuAJstAUkFW6J+2MIukvEy8Rgs96/YxsONoKFKCAPoZVeRcNIfU6qLQayKolKE0rtPzUKDNS5fOW5g9+DULbXY6zU+8FapLCQ1P0pA2uQz9tArSppaj1g9Pe/RaHbQ89S62482AFGEo++IVJOVFrg8Z2HEMy0HJh6XopgvQZEVv02zccRQATU46qVVFUccKSgXpcyfSt/EAAzuPk7t83rBrpOyeyym66UJJILX14gp+7TJCIIDf7sJ2shXbyVZ0E0tp+Mtq3J3GYY+RXJJL+tyJpJ8zEU1m+IwcURQxDYokw+yamJvd2rwMUAgQEHG29w0TM4pkbeg+6UlK7aJVumSUumRUqcmodNI/R5ICX/3+qI91tklYzBgMBhoaGigvLx92e11dXcJ5tr/85S8pKSnhySefDN1WUVExalx7ezv33Xcf7733HldccUXUc57pLtXHHbPDy+E2EyAX/8vIyMgkyq233srPfvazj3oa48ZDDz00LOJjsVjien7R2i9HEjSCQkFSQRZVN95AZmbkhWMkkouyQRBAFHG29pI2JXIdjOWwFJXR5mWGbYmbXJKL7WQrmiw9+pnVGGZWkVpZGLaLlVKrJrkkNxQZCiKKIn6bE3fPAK5uacc8pXL0hmn6rGp63tmJp8+Mq6131HmCONt6QwIrVlTGcqSRgUFzxoJrFqPNHi3+PP1mmv/5Do7GTgA0uemU3rUibHRIN7EUkF4v3aRS0iaXoqspjpiel7lwGqIYOC1e8jMjdlBzd5tCnegUWjWZC6aSfcFstLnpo8aq01LImD8ZTZYebVC05GYME15DSa0uwnygDm1eJvppFeinVZBaXYigDD/eVttG85On08qyFk+n8IYLUGgiL2c9/WbaX9oISAX7GedGj7QEfH4GdkmbEpkLpsaVAZNx7mT6Nh7A3W3E2dozqjuYSpdM2qRS0iaVnn4crw9Xl/G0uOnsJ7W6CK9Jem6aHAMZ8yaRPndS1EL+IK72Pjy9Jul5zoleLwNSHZs2LwN3pxFXey/6qeWh+wRBoPrBm1AmayUBk5qEEKFjmdFoxHtiF3a7/ZPjM3PNNddw//33s2rVqpAZWV1dHd/+9re5+uqrEzrX66+/zvLly7nxxhvZtGkTRUVFfP3rX+dLX/pSaEwgEOCOO+7gO9/5DlOnxjYwCrdL9Wlie0MfARGqc3XkGz76FoAyMjIynyQOHjzI7NnRF5qxyM7ORqlU0t09PF2pu7ub/PzwPiH5+flRxwe/dnd3U1BQMGzMrFmzIs5Fq9UOK96Ph3h8ZMIJmjNFoVGTlJ+Jq7MfR2t3dDFzROo4p58+eoMTIPv8mWScO4WkwrGnWwuCgCotRaqribL7nlScgybbgKfPjGn/qYhipm/jAUASHWlTw88bpBSetucGazeqi8haOjP8/JRK3F3SDn3W+TMpWLkkFG0aidqQypRHvhzRhHQkBdcsimscgG5yKWlTy6VUuEXTYho6lt69Iu5zZ8yfjH5GJdrs9LjGm/aePB3NipJWFkQMiLT8aw0BlweVPoXiz10c83qxHG7Ab3OCIJB5XnThEyS5NE8SBt0DDOw6EVerY4VaRUpJLikjrqfiWy9Gm20guSwvoWs7mGKmydKTXBxf5k5yYbYkZsI0E0gNI+wjoVarsdlsqFSqce+EGA8Ji5lf/epXrFixgkmTJlFcLPVcb2trY8mSJfz6179O6FwNDQ389a9/5cEHH+QHP/gBu3fv5pvf/CYajYa77roLkKI3KpUqbk+AcLtUJSUlCc3r48yWOrkls4yMjEwsRtangCQMXnvtNa644oph9//2t79N6NwajYZzzjmH9evXs3LlSkDaeFu/fj3f+MY3wh6zYMEC1q9fP6zec+3atSGz6YqKCvLz81m/fn1IvFgsFnbu3MnXvva1hOYXjUQMMUcKGr0+Pgf1aCSX5OLq7I/aBMDTb8HVLv2ti9SSOVqh/HgjCAKGWdX0rtuLeX8dBVePFgI+qyNUyJ9z4eyo9Rh9mw/hNdkQ1CpK7lgWcaw6XUfJHctQaNRRhV9ofJxCJlEEQaDy3mvPyrmDqUrxUnj9+QTcHvIuO09Kk4qBva4de53U3rvktkujpjYGMW6XUszSppTF7YckCAIZ8yfT9cY2THtOUHjtkqheN9EYWWsWL6b98aeYBUkqyoG9tTg7zqw9s0qlQqfThbKhxkvQOByO2IMYY5rZtm3bWLt2LQcPHiQ5OZkZM2awdOnShCcZCASYO3cuDz/8MACzZ8/myJEjPPbYY9x1113s3buXRx99lH379sX9xoxll+qTxBbZX0ZGRkYmJvv3h8/hnjdvHj09PaEWymPd1X/wwQe56667mDt3LvPnz+f3v/89drs91N3szjvvpKioiEceeQSAb33rW5x//vn85je/4YorruD5559nz549PP7446F53H///fzsZz+jpqaGiooKfvSjH1FYWBgSTGdKIkImyFBBMzAwQHJy/AvPcCSX5jKw63ioSD4cnn4z6nQdAY83od3hs4lhdg296/ai1CXhd7pHpW8FvH7S59RgPdYcM40p99J5KDRqBKUibArdsMf9iBzlP64oNCpK746/0ZRuQjFV37oR28mWuLyKRFFEna4LpdMlQvq8iXS9uZ2kgix8NseHambqd7pR6ZJxCwxrYBGLYJMAT58ZMRCImEoWD6mpqahUqnETNFarFbvdHtfYhMUMSB+6y5YtY9myZWM5PERBQcGoZgKTJ0/mlVdeAWDz5s309PRQWno6x9Dv9/Ptb3+b3//+9zQ1NZ3R43/SaDU6aOp3oFQInFuZeL6yjIyMzGeFDRs2nNXz33zzzfT29vLf//3fdHV1MWvWLN59991QAX9LS8uwTmALFy7kueee44c//CE/+MEPqKmpYfXq1UybdtqM77vf/S52u50vf/nLmEwmFi9ezLvvvktS0pmnFI9FyAQJCpqenh48nsjdqaIhBkQCHi8Z8yZhmFmFOjNylEc3oYTJP/8iXqMVW10b6nQd2tyMj6R7p9/txdnagyJJw5SHvxRxp16TmUbp3ZcR8Pgkr49D9aRWFoaNOggKIWxNTbj2uDJnjm5CMboJxXGNFQSBks9dQuF1S7HXtWM52kRSYRaajOi/Mx6jBVdbHxVfvwZ9lBTDs4UyWUv1gzfhNdvwWhzY6tpJLs6J2FJaFKU26roJJUz80Z3S79cZCJkgwc+WMxU0wc+reGvxxyRm1q9fz/r16+np6SEwovXfP//5z7jPs2jRIk6ePDnsttraWsrKpHDqHXfcMaxNJUitLO+4447Q7tdniWBL5tkl6aQlffR9vWVkZGQ+y3zjG9+ImFa2cePGUbfdeOON3HjjjRHPJwgCP/nJT/jJT34yXlMEzkzIBNFoNGRkZMS9Uzrs8U+00PHqByQX51B65/LYByC9FurMNE79+nl8ZjvFt15M1pLIrYvPFi3/fBvL4QYyF02j5LZLY45XaFRYTzTT9NjrIAhM+83Xo3qUBPFZHTQ+9joFKxejq4lv4S0znIDXh6uzP656FcvRRlwd/eRcck5YAalM0tC5ejOujn4KbzifnIuie9LYaltp/dcaVIZUpj7y5TE/hzNFbdDR+fo2BrYfRT+jioqvjq5ld/eZaH/+fXQTS8m9dC7KgjOvhxvKmQqaoZ9XygiNIEaSsAz78Y9/zLJly1i/fn0o7Dz0XyI88MAD7Nixg4cffpi6ujqee+45Hn/8ce69914AsrKymDZt2rB/arWa/Px8Jk4cW07hJ5lgvcwiOcVMRkZGZhQrVqxgx44dMcdZrVZ++ctf8uc///lDmNVHy3gImSBqtXpM3YrcPQO42noZ2Hl8mHljLDz95lDXqpTy8I0VIuF3uuldv++0qecYSSmTFsZDzSFjYW+Quo8lFWTGJWQA2l54H0djJ42PvY7f6Y59wCBiQET0++Menwh+p/uMX78Pi4DHS+NfX6P+dy9hr2+POtbdZ6Lln+/QuWoz3W+F94UCQq3BVamxUyt91sGxEWpyzAfrsQ92pTvbOJulRiPBa3ckvev3Yz3WTPdb20MGm+NNWloaer0ei8WC1WqNfcAgY/28Sjgy89hjj/HUU09xxx13JHroKObNm8eqVat46KGH+MlPfkJFRQW///3vue2228743J82AgGRbfXSH4ElNbKYkZGRkRnJjTfeyPXXX4/BYOCqq65i7ty5FBYWkpSUxMDAAMeOHWPLli28/fbbXHHFFfzf//3fRz3ls8p4CpkgijGkomQunEbvur14+sx0vbmN8i9dFddx9voO6TGTNCG38liIoohpz0k6XtmEz+JAmaol87zEah+GklwmiShXZz9+tzdiN7Fw84633mdgz8mQiWLhdUsjtlMeSsDrY2DXCXrX7yVr8fSYkQOQ/FmsRxrJmD8pYutjAK/ZRu/6ffRvPkTFV69BNzF6EyXR78d6shVXWy+5y+ZFn7fHi2lvLf1bDlP2hcvRREk3BEmsORo78VrspM8O327Y7/LQ+NfXsJ+SCv0dLT0Ru9MFPD6aHn8zVGOSuWh6+McVRXw2yUxUGUeDAp9FKlRX60eLGZ/NSesza/A7XGQtmk7+ysWoYnSEi4bXZMN8sJ70uRNRpQ4/T8DjDW0YJEcQMwVXLcC8vxafxUH7ixso/+rVZyW9MdEIzZl8XiUsZjweDwsXLkz0sIhceeWVXHnllXGP/6zVyQQ51mnBaPeg06qYWZL+UU9HRkZG5mPHF77wBW6//XZeeuklXnjhBR5//HHMZqnQXBAEpkyZwvLly9m9ezeTJ0/+iGd7dnE4HLjd7nEVMpEIeHx4+s14+sy4e014+sxosvTkXHwOAAqVkvwrF9Dy1LuY99fhaO4ipSx2pMUxKApSyvPjyud3dRlpf+H9kNeLQqMi4PGFHSuKIj6zHWf7oMdHex/O9l6Kb70EXfXphXBodzsg4mztGXZf2PMGAiFfmHCeNSPxmu20v/A+AGlTK8hcGF14+WxO+j84SN+mgyHTy97395N9waxRr5Eoirja+7AcbsByuAFHcxeIoM5MI21i6ahzu3tM9Kzbw8COY4g+KdrTu2FfWDEj+gPYTrVi2luL+UAdfrsLBIGMc6eE7arm6uijf8thjDuPh4xKjVuPkH/V6PVkwOPDdrIF86F6LIcb8FkcqAypGGZWj+r85ne6afjL6tC1UnTThWRfMCvsayeKIm3Pr8fV1guCQNkXrohYCxNweWCwjEKliy08gu+FShdGzNidqDPS8Ntd9G85jPlgPYXXLSV9/qS4RYSr24j5QB2Wg/WhKKFCqx7VOtrZ2gOD0bRI6XbKlCQKb7gglEJpOVgfd6OJgM+P12TDa7TiGbBIdW2E/x2D+AXNmW68JCxmvvjFL/Lcc8/xox/9KOEHkxk7wRSz8yozUY+x3Z+MjIzMpx2tVsvtt9/O7bffDoDZbMbpdJKVlYVa/dmoNVSpVNjtdjIzM8dVyIgBEb/DRd+mg9isHjx9koDxmmyjxqZUFITEDED63In0rNmNq6Ofzte3UXXfdTEfz94wGOGoii4KAh4v3e/sonfdHkS/tADVz6yi6AbJ6T1YSxEULK426avf7hp1rpGCRaVLRpNjwNNrxtncFVPMuDr6pYVwHPMWRZG2/6zDb3ehTNZSctslERe37p4Betfvw7jjGKJ3cPGoUJB+zgRyLp4TEjIBrw/bqbZBAdOI1zg8jUihVY9KLXK29tCzZrfkHj+4EFbqksm5cDZZ55/2wBEDAeyn2jHtq8W8/1QoDStISmUBPqsjJGYCXh/mfafo33IoFK0CEJQKDLNrSJtSHrrNZ3NiOdKI5VA91mNNo0SoMkWLz2If1oDB53DR+KdV0uJekPxZshZHrqsybjl82qh05eKoEaehzy2e1tHeoJgJk2aWlJfJhO99jr5NB+h6Yxs+q4OWp9/FuP0oRbdeRFLe6IZOoijibO7GfLAO84F63N3GYfcrk7Vh0xEdgylmmix91HmnnzMB4/aj2I430/7iBnSTSoelRAY8Xvq3HhkmWjwDVnwWO4zIPPQWGiCKrU0sQTMeEeSExYzL5eLxxx9n3bp1zJgxY9Qfh0T79cvEx1a5XkZGRkYmYQwGAwbDh+dJ8nFApVKRmpo6/hEZUcTTb6GvYR+p/tGbaoJKiSZLjybbQPKIXWFBoSD/6kU0PfY6tuPN2Gpb0U2IvJj0O1yhdJloosByuIH2FzeEFuiaLD1FN104rA1v36aDdL76QfgTKASS8jJJKsomuTgnbPF9Slk+nl5zaKEYjaAAU6WloMmOft0N7DqO5ZBkDlp004WjOqWJooi9vp3edfuwHK4PLSIVSRqyFk8n+4LZaDKl99jR2kPPOzuxHm8m4PYOO486Mw399Er00yrRTShGoVZJ565rp2fNbqxHm4aNzbn4HDIXTgul1DnbeunfelgSMJbhvh8pFQWkz5mAYU5NKMrh6jZi3HIY445jwwSjJsdA1qLpZCyYinpw0W/ceQzjtqNSnUtgyCpZEEitKkQ/owrDjCq0uenDHtdnc9Lwx1elSIQAJbcvi9pK2d7YSfuLUodDw6xqci45J+LY4PmDKOOqmRkUM2HSzEAScDkXzcEwu4aOlzZiPlCHrbaV2p8/Q+6lc8ldPh+FRoXHaKVn7R4sB+tGbRIEo1OGWVXoaorDpgo6W6RrNFKKWWg+gkDxLRdx8mf/wmuy0fXmNopuuGDoADpe2hj1HCp9CuqMNJTZqeCLXlMWSdCMVypswmLm0KFDIUOvI0eODLtPbil4dnB5/exqlFS5XC8jIyMjIxMNn89HSkpsc8CEUQgIKiXawiwMOTlocwxostMHvxpQp+uipoPpp1eSUlGAo7GTzte3Uv3tmyOuG+yNndLiXRBIKS8Ydb+n30L7SxuxHKoHBheLl84lb8V8FJrhm6zJg/U2Sl0yyUXZJBXlkFwsfU3Kz0Shjr4USinLx7TnZFxNABwNp+tloq2JvCYb7S9uBKQoUvr80U72nas207tub+hndWYaORfOIXPh1NF1NYEA5gN10veCNGf99Er00ytJKsoeNZeWJ9/BtOd0N1ltfia5y+aSMW90PY2jqYv+TQdDPyeX5ZE+ZwLpcyagyRpe8+J3ezn1i+dOCyqFgGFmFVmLZ6CbWDoqTczZ0hOqdRHUKtIml2GYWYV+WkXEYnqv1UHDH16RjFUFgdK7lpMxP3LaqM/qoPnvbyL6A2jzMiSj0hjrVf+gmBFUShRx1EmFxExadOGjyUij/MtXYTncQNsLG/AaLXS/s5OBPScouvkikguz6d90IDRem5uBflYVhpnVpJTlRzVjBXA0S/5Z8XR00+akk7fiXLre2EbfhgNkzJ8cOk6hVpFaVYigUaPJTEOTkYY6Mw1Nhh51RhrqDF3o98ZoNMJLL8V8vJGCJvj9eKTCJixmznbvfpnR7G0ewO0LkKfXUpXz4ZkwycjIyMh88vD5IuewnwmCIJBUkEXFjVeTmZm415kgCBRcvYj6R1/G0dCJ9UhjRCPDYFpSJK8MR3NXSMjoJpZQdEv4dB2A1KoipjzyJVT61DFtugZ3uT19Znw2Z9T0neC8U6JEk0RRpPWZtQScbpSpSRTfenHYeemnVdK7bi/JZXnkXHwO6bNrIrrKJ5fkkXHeFFKri9BPq0Ctj+7PkVpZiGnPSVLK88ldNg/9jKqIC2XDrGr6tx4mfXYNhjk1aLPTI55XqVWTPmcC1pMtZC2aTubCqVHNI9PnTMDv8mCYUUXa5NJRQnQkXrON+j+8grvTCAoFZfdcFtUkUvQHaP7n23hNNhRaNeVfviquBgs++2B3Ml1yzGtGDIhDupnF54uin17JpIkldL+9k551e/H0munbeIDKr68kc+E0NNkGDDOrSEqgbbLf6cbdI218x4rMBMm5dC4Du0/g7jLS9tx6ar57S2hDovrbN8f92PEyUtCMV03fmHxmZD5cBCUi9AAAzkVJREFUNp+SUswWV+fI0S8ZGRkZmU8suokl6CaVYjvRQufrW0mbWhF2ER3qCBZBFBhm15Bx3hTSJpeRPndi1L+NCo0KhWbsG4HJJbmgECAg4mjuRj+1POw4r9kWSndLrRwdTQpi3HYU67EmAIpvuSii8EitKaLmu7eSXJYX82+/oBDi9vAByFw4laSCLFInFMc8t0qXzITvfS7ucxdevxRFkiaupg2pVYUxa4uG4um34O23ICgVlH3xSgwzq6KO731/X6ghRMntl8YtDhLpZOZ3uE43C4gRmRmKQqOmYOViMuZPouPVDyi++cLQPMeCVPwvfR9PZAak5hzFn7uY+t++hLOlm75NB8Maun7cGZOY2bNnDy+++CItLS2j3IBfffXVcZmYzGmC9TKLa8bX2EhGRkZG5tOHSvXx3qcsuHoRp060IPoCeM22UR2lRL8/lNIVqSOYICS2eD8TlFo1SYXZuNp6cTR3RRQzQX8ZQaWUBFAEkktzSSrMRpufSfo5kT3zBEFI2F8nXhQadcyWy2NFeQZth2ORWllIxddWEvB4I0b1hpK1ZAaOpi40mWlRX+uR+EMeM/F3MoPIPjPRSCrMpvIbsRtixCJY06XNzYgr+hREV11M5oKpWA43jGn+iTC0RgbGbqw5koQ/8Z5//nnuvPNOli9fzpo1a1i2bBm1tbV0d3dz7bXXntFkZEYzYPdwpENqLSoX/8vIyMjEx1133cUXvvAFli5d+lFP5UNHpVLhcDjOTt3MOJBSnk/lN69HN6E47O69KELp3Suw13fE7B72YZG9ZAZ+p3tYB66RpJTnU3TLRfhszqh1OCkludR879ZQ+2OZxEhEhCmTNJR98YpQl7Z4Sa0uItvnQ5uTHvsxkrXkLp+Pz+Y462IgGmlTykEUEWLUgIWj4PqlFFy3NC7xNlYiFfuPh6BJuMfvww8/zO9+9zveeOMNNBoNjz76KCdOnOCmm26itHR033KZM2NbfT+iCBPz0shNO3sXmYyMjMynCbPZzCWXXEJNTQ0PP/ww7e3RXcE/Tfh8Pux2e0LO2x82aZNKI6YhKVRKySAxEODUr/5DxysROpGdZTz9Ztpf3sjAruNkLZlB7rJ5JBeH70Eb8PqwHmtiYNfxuEw6FWpVaPe8+91d1P32Rfq3HolxlMxYEAQhdK25e02c+N+n6HhlE36XJ+x4Z0cffZsOYD5QT9aSyK2eg6jTdRRcs4iS2y5FoYpsRnq2SS7KJnfZPPo27ufkT/+F9URL2HFiIIAYGC7uVClJH4mQSUtLQ6/XY7FYzujzKmExU19fzxVXXAGARqPBbrcjCAIPPPAAjz/++JgnIhOeLXW9ACyWu5jJyMjIxM3q1atpb2/na1/7Gi+88ALl5eVcdtllvPzyy3i93tgn+ATj8/lITU094wXCWHA0deFs7zs9F6uDnrV7Ri2e4sFrtuM12Qi4wy86zzZdb2yn7/39dL+7K/b8BYGu17biaOhkYOexhB7Hcqgee107rvbehOfoNdsTGp/I+yAO1oGcDcQEIyXx4Ok30/L0uwQ8kX+/LYcbcPcMMLDzeMRmAwq1CuvRJrxGC66O/nGf55kiimLE5xjwePH0mnF19odtFiEGArQ8/R7tL7x/Vt6DcMRqvzwegiZhMZORkRF6sKKiolB7ZpPJhMPhiHaoTIKIojik+F8WMzIyMjKJkJOTw4MPPsjBgwfZuXMn1dXV3HHHHRQWFvLAAw9w6tSpj3qKZ42UlJRx2fGMF1EU6V2/j7rfvEDzE2/hd3mkTlL/eJvOVZtp/OtrUqF0AgTHj7UGQwwE8A36nNhq2/C7ExOxORfPAcDdZQwV7EdCoVKSca7UHti47UjcosFnc+JoluqD0iLU4oTD7/LQ/vImjv/oH1Lhdww8Rist/3qP9ufXxxwb8Pnp3bCfEz9+apQxZtTjPLG76AU8PnrW7Kb+ty/GJZbEQADL4QZsg+2bI+Fo7uLU/z3PwM7jtP57TcRxlsOSr0/atPCNJwA02YaQX0zQN2jUvD4kITASV5eRxj+vovmJt8LeP9QQdWTbbICBnccx7T5B/+ZDtL+4cVyeR7RrPV4fmTMVNAkn1i1dupS1a9cyffp0brzxRr71rW/x/vvvs3btWi6++OKEJyATmRajg7YBJ2qlwPyKxNtgysjIyMhAZ2cna9euZe3atSiVSi6//HIOHz7MlClT+NWvfsUDDzzwUU/xrBDLeXssBMIsQH02J63/eg/LkcYhtznQZKShLcjEVtuK9Wgjtb/8D+VfuYrkwvg25/wOyeFcmRJ/MbPoD2A71Yp5fx3mg3XoaoopuvViGv70KoJSQfqcCWQsmCp5aMTo4pVckotuYgm2k630rt+LflpF1PGZC6bSu34fnn4LtlOtpE2MnXpvPd4MIghqJbqa+GpBzAfqaH9xQ8hUsWfdXso+f1nYsX6nm+73dtG3YT+i1w+CQPaFs8N29RJFEcvBejpWb8bTYwKkFLiiG86POBd3rwnLoXrMB+txdfYz9RdfDmvmKPoDGHcco/ut7aF5D+w8HtHo0u9wYdx+lL5NB/H0mUmtLqL6wZvCjrUcbqD5H28R8PhQJmvJWjIz4mthOyWlm0ZrHiAIAqkVhZgP1km+QUtHn6/58TcJ+HykTSlHP6UcTW76mLrNioNGtM7WHtxdRnJXzA97Hr/TTfc7O+l9f3+oc5q9oYPUEQ0ygmJGUCpGmbACZJw7BXtDB8atR+jfdABBgMIbL0ho7qI/gL2xE+vRRixHmxAmh69rS9QQ80w+rxIWM3/6059wuaSdjv/6r/9CrVazbds2rr/+en74wx8mejqZKASjMrNLM0jVfry708jIyMh8nPB6vbz++us8+eSTrFmzhhkzZnD//ffzuc99LtRJZ9WqVdxzzz2fWjED4ytovF7vqA6mtrp2WgZ9PAAyzptC0c0Xhdzji2++iJTSPNr+sx5Pr4m6/3uekjuWRfUGCRKKzMTI5Q/4/NhOtoQEzFDXecuRRtLrpAVswO3FuP0oxu1H0eSkk3neFDLOnYImM/JrknPJOdhOtmI72YqjtYeUKF3KkgqzSSnPx9HUhXHb0fjEzNEmAHQ1JSg00f/Oe4wW2l/cgOWQFF0QVEryLjs3rJt9wOen/4ODdL+zM/R6qPQp5F+5AG1uxqjxjqYuOl79APvga4UgkLVoGrmXzh02TgyIOFu6MR+sx3JIEjBDsZ1qJ23S6ectiiKWQw10vrYFd5fkgSIoFWQtmUFaGHHo7Oijf+MBBnYdHxbpEVRKAh7vqNSwvk0HaX9xA4gi6kw9lfeujNh+2Xq8GQIBBKWCtMllYccESamSxEywQ91QAh4flmONiF4/1qNNdCBFQdKmlJM2pRzdxJKw3kiiP4Cry4iztQdnWw/O1l6cbb0EnO7QmIzzpgzr7icGRAZ2HaNz9RZ8Fin7SZOlp/D680mpCGcmKzWMUmemha1JExQCxbdeAgFREosbD4BCQeH1S6ObvFodWI82YT3aiPVYM/4hc/YrA5A+fHyiQibIyM8rZRhhHI6EV8hDjbIUCgXf//73Ez2FTJwEWzIvkVPMZGRkZBKioKCAQCDArbfeyq5du5g1a9aoMRdeeCHp6ekf+tw+bMZD0Hg8HgYGBtBqpSiJGBDpWbObrje3QUBEoVVTdPNFZJ43ZdSxmQumklSYRdPf3sBrstH8xFs4Lu2m4JpFUb1IfKHIzGgxE/D6sB5vxrzvFObDDcMWhCB1FjPMrsEwuxptdjpTHv4Spj0nMW4/irO1B0+via43ttH15jZ0k8rIXDAVw8yqUV3I0qaUoy3IxN1ppDdKBCT0XBdOw9HUhfnAKfyOC6OmyIkBMZS+ljYl8uJa9Afo3bCf7re2ExhMldNNKqX4lovR5qYPHyuKmPfV0vnaVjx90sJWoVWTc8k55Fx8zqhFtqffTOdrWzHtOXn6OU+toPDaxSQNRtACXh+22lYsB+sxH27AN6JOR6VLRj+9Ev3MqmH+Ora6djpXb8YxRBCkz5tE/lULhhlvin4plaxv4wFsta2h2xVaNRnnTiH7/JmjBIoYEOlcvZnedXsBqd11xddWojZENq0MisDUmuKwYmMowefh6TPjNduHn1eAktuXSYv74834rA48/Rb6Nx+if/MhBKWClMpC9FMlcWM91oRp3ylcHX0RO9gJaiVJhdmS8BwUM47mLtpf3IijcbDlt1pF3or55Fx8TkTh6+mTfsc1WYaIz01QCBTfdimiKDKw4xh97++TDG2vWxISNEHRajnaiOVII86W7pCHTZCkwmzSppUTKMuCXZtDt49VyAQZ+nkV/LyJxZi2+wOBAHV1dfT09IwKOX8W22CeDfwBkW310o7HIrn4X0ZGRiYhfve733HjjTeSlBR5MZmenk5jY2PE+z9NnImg8Xg89PX1oVKp0Gg0+GxOGp7ZgG2wW1JSUTZlX7iCpPzI6dApZfnUPHQbzU+8hf1UG71r9+Bs7aHsnstRhTEmFAOBkEAJl2ZW/4dXcNQPqWcQJA8Sw+waDLOq0WQOrxdQ6ZLJvmAW2RfMwtnWi3HHMUy7juOzObEdb8Z2vBllspbSL1yOfkj7ZUEQyLnoHNqeXYtpby0F1yyOGslJP2cCHS9vJODxMbD7JNnnh095AnC29YRqUvRTw6ew2Rs7afvPelxtUnMAlT6FwuvPD2sUaqtro/PVzSGPHhQCWQunkXfFglGLfL/DRfd7u6X0s8EFdlJRNoXXLyVt0nBh1fPeLrrf3jnsNm1uBvoZlRhmVpFSUTBMlLo6+uh8bWuoPgUksZZ/zeJRka2BXcfpfH0rXuPpOglNTjrZ588kc8HUsH4pAa+Plqffw7yvVnrtplVQes/lUQWKGAhgOSr9rsfjT5NckougUiL6/NgbOqTueoMo1Coy5k0iY94kadHf1oP1WDPWY03YGzqkNKxTbdhPtWE93ow2N0MSA4Mok7Ukl+SSXJJDUnEOySW5JOVlhgr2vVYHXa9txbj9SEhAGOZMoPC6JaOu65F4jJKADVcvMxRBIUjmnAGRgV3H6V2/FxQCBSsXIwgCot9P/aMvh8QzSOazukml6KdWkDa1PDQXo9EIu6QxZypkggSPNRqNcY1PWMzs2LGDz33uczQ3N48qHBIEAb9f7ps+HhxpN2N2eklLUjGjKLLClpGRkZEZzR133PFRT+Fjx1gETVDIqNVq9Ho9TouNxr+uJskspZtlLZlB4fXnx0yRAlCnpVD1zevoWLWZvvf3YzvRwqlfPkf5l68aZTIZrJcBqW3sSPRTynE0dKKrKR4UMFWoDaNrBMKRXJxD0Q3nU7ByMdYjjRh3HMVypBG/yxO2nidj/iS63tiKz+Kgb+N+Cq+LvGmrTNZimDOBgR3HMG47ElXMBFPMNNkGNCMiLCDVxjT9/Y3QgjZryQwKrlkUNtrjs7to+OMqRK+UmqWfUUXBNYsiplx1vLoZ4zapgZPKkErB1YvIOHdy2EiZfkYV3e/sJKWiAMOMKvQzq0jKCy9cRVGk5en3Qk0JkkvzKLh2ccSUOzEQCAmZtCnlZF84i7TJ5RGL8302J01/ex37oJDNWjKDopsuDNu5ayiOxq5Qup1+evTaJ5AES3JZHo76DhwjxMxQBIVASmkeKaV55K2YL9XlnGzFcqwJ67Em0qaUk1SUjUqXHBIw6kx9xJQuMSBS9+sX8PSaACn6UXTTBegmxFdPFU9k5vTcFZTcuQxRFDHtPkHv2j0ICoH8qxehUKvQTSzF3WUkbVo5+qkVpFYXRfVPstvtOByOMxYyQdLS0nC73bEHMgYx89WvfpW5c+fy1ltvUVBQMKaCJ5nYbBlMMVtQmYUqxi+pjIyMjIxMPCQiaIYKmaysLHw+aaHst7tQJCVRctslCbmqAwhKJUU3XEBKaR6tz66Tip/beqOKmXCL96wlM8hcPB31GZgUKlRKDLOqMcyqxmuxY69rD1s0rVCryD5/Fl1vbKN/y2HyLjs3qsN65sKpDOw4JtVGtPaMem5BgpGCtKnlYddSusllqDP0KJM0FH/u4lHF3kNRpSaRc/EcbCdaKLh2Cbqa4qjPPXfFfMwH68i+cLaUfqYN36YYpCjFlEe+jFofOYUriCAI5F+9kPaXNlJw9SIMs2uirhPTz5mIq9NI1sJpaPNG1/KMZGDnsZCQKVi5mJxL58a1Dg1GibQFmcNS3KKRWlGAo74jbN1MJJTJ2tA1JYriYI2Ocli0LxqCQiD30rl0rtpM/lULyVoyI6ZQG0qwZiZWZOb04ykovXM5iCKmPSfpeW832rxMMs+bQtk9l0VsXz2SoLdVenr6uAiZIPEa/yYsZk6dOsXLL79MdXV1wpOSiZ8tg8X/S+QUMxkZGRmZcSQeQTNSyCgGd+wVWjUFK+dTOH1CXO7okciYP5mkgizMhxvCdrQa2sY5XJpZuNS0M0GtT43alCBryQy6391FwOXBuO1oqG1zOFKritDmZuDuGcC4/ShFYcSMz+HC0Silg0Va6Cq1aqq+eT2arLSwHcJGknf5eeRftTCuxb0228CUn38xrsWqIAhxCZkgaVPKmfSju+JahCvUKgqvXRL3ubMvmoOrox/d5DIy5sYvpC1HJDETT4pZkNSqInrX7cXZ0k3A44sr+jgUQRAgzgL2oWQunIphVnXC17jf6Q5tAsQrZkBqyFB61woQRfwuL+nnSL8H8QoZkJqD6HS6cRUyiZCwmDn33HOpq6uTxcxZxOnxs7d5AIBFcvG/jIyMjMw4E03QRBIyQQyzqtFmpp/xHKS0m/BRi4DHh0KrJuD1o4hRrP1hoNIlk33+TAJeH/oZ0RfEgiCQuWga1mNNEdOD/HYXaVPLcTR0kBolhWhkgX80EnWfT2SxmgjSIv7sZO0IgkDJHcsSOkb0+0kpy8dnc6KfFr+YSaksQFApSS7NxWd1JCQQzgRBoRiTWPdZnajTdXjNtrjSzIY9plJB6d2XIQYCUVPJIqFWq0lNjV/wjjdxzfjQoUOh7++77z6+/e1v09XVxfTp01Grh/8yzJgxY3xn+BlkV5MRjz9AUXoyFdkf3cUhIyMjI/PpJZygiSVkPix0E4rJv3IBfqcbd2d/qLPWR0m0WhmQdsatJ1pC3cNGtjUeijYnncqvr0T0B/Ca7ZgPnMIwoypq+tpIRFGUU/3jQFAqKbljGcYdx7CdbAFRjJqG53d5sJ9qw9nex7Tf3puwSPyoUOqSyLviPNw9AyiSE98AEJSKhFLahqJSfbT2IXE9+qxZs6TuBkMK/u+5557Q98H75AYA48OWU1LXkkXVWfIHlYyMjIzMWWOooPF4PLjd7jELmaDpon5GZdSWy/HS895ufDYn2vyshMWMo7UHTUbamNPRfDYngloVtZZkJB2vfoBx6xF0E0rir5FQKjDtOUHn6i10ZaYx+adfiOvvvvlQPf0fHKL07hVxP0d3nxlt9ieroZAYCOCzOMLWMo2kY9VmUsrzIxbr9289HOqAF03MuLuMNP71NQAyz5uCIsJje002UCSWgnemDOw5iej1RUjNdNP27DpAahGujNCk4dNIXGLms9K68uPCljqpJfPimpyPeCYyMjIyMp92ghGZoCH2WIVM56ub6V2/l6ylMym6+UIEQaB3/V78Lg+5y+cnvMMd3EBNdE/PcrSJ5ifeJKkwm6pvXZ9wOlXA56fpb6/jd3up+MpVcafspE0px7j1CPb6dvwuT0wvkyCmYIvhqRVxCRl3zwAtT71LwOWh/cUNlN1zedTxoijS895uut7cTsXXrkE/tTzmePO+WiyHGyi5a0Xcm6oBry/uFCV3rylmzZXP7qL5n2/j6TMz4Xu3RvXs6dt4gN61ewBQfuv6sN3TgnMLeH2j7htKUnEOglqJ6B1syxymlsrv8tD419fw2V1UfP2asF3wxhvriRZan34X0R8AhUDmucM9nTQZaaAQICDi6bNE7Dg3XvisDkx7a1HMiG0Oe7aJ66orK4vulCozfvRa3RzvlEL+C6vCt1SUkZGRkZEZL4IRmSB2uz2hQl7RH6D12bUM7DgGgM9qh0AAd7+Fzte2Ivr8mPedovj2S0kN41oekwTUjHHHUVqfWQeBAF6TDa/FHnf3qiD2+nbsjZ0QEKn9xXOUffGKiK2Fh5I2qRQUCkR/ANuJFgyzYtcWu/tMOFukNsbRGhAE8bu9ND3+JgGXZ9BzJkbqm9tL67/fw7zvFAB9G/aTNqUsokDxmmy0Pb8+ZDCpm1QW1gg1iOj3Yz7UQP/mQ4heH9XfvjnyWFHEeqyZ3nV7sJ1sZeIP74gYcXO299H0t9dDxp+mA3VkLZwWdqzlSCPtL20EQD+jMmLUJShqRU90MaNQKUkpzcNe34GjsTPs++Lq6MPdbSTg8VH36xco++IVEaNx7u4BLEcaSZv6/9l77/C4yjN//z7TRxr13iVbsuVu4447GEwxpkMICYSQkOQbyG7YzRKyv2R3syXJbgpJIBBKSKOFbmOqK6644y6r9zoaTe/n/P44mrHKVBcgybmvS9dYM+85552i8ft5n+f5PJXoC7LOKePG1d5Hy5MbkIIi+sLsiLU/glqFLisNn9kWdjUbiSSKgBDV9jpRRJ+f/i2H6Xt/P6LHR3bK6vM634XgnJLc6uvr2bp1a8SmmT/4wQ8uyMT+XtndKLuYTS1KJ9eUeO6sgoKCgoJCsoytkXE6nUn1oRF9AVp/tzG8+M1eOoPSz10mFzFnmMhdMZv+LYfwdJtp+OmL5K6YTeG6JYlFLUKp7Qks/sLRh/W7ALk/x4T7b0SbacLTM4iruRuVXotKp5VvQz86Lerhf4ccw9ImlzPh/ptofWYjQaeHpl+/RvFNy8ldNSfmQlRt1JM6oQhnQyf2ky0JiZmQyNCkpZBaUxL3OXa+sAlP1wCoBCruvTZmbx2f2UrzbzeEG25mLZpK6R2XR3wOkigxuOsYXa/vQPTIPYTSplVhmhRZGPgGbZh3HWdw1zECNlf4fnfXwLgohegPMHSgjv7NB/F0mcP3W/afpuj6pePOPXToDO1/eh/R60fQqin7/BVkLZwScR7ujn5an9kIkoSxLJ/ye66JmuIYciMT44gZgJSqIpwxbJlTJxQz8cHb5OiM1Unzb96g5LZV5C4f31do6HC9/Ll8dTu6nHTSplWRPq2S1EllCaUxegesND/2OqLHhzbTxIT7b0STGjlKpcvNkMXMwHgx4zjdTstTG9AXZmMozsVYnIO+KAdjcS6ajNS4IksSRQb3nqRnw24CVicgf+YDTk/M4z4JkhYzTz31FN/4xjfIzc2lsLBw1JMXBEERM+dJyJJ5qWLJrKCgoKBwEYlU7J9MH5qg20vzE+tx1ncAkL9mPoXrloTXBWq9luKbl5M5bxLtf/4AT+cAA9uOYD3aSOkdl0fteh9iTF/u6ONEkc6/bMP84ccApNaUUvX1deFiekddO50vbYl7HkGjpnDdEvJXzyWttpyahz5Py5OyGOh6ZTvujn5K77g8ZipV2tRKnA2d2E62JFSgPzQsZjJmV8etMzJ/+DGWfacBKL5xecy6D8eZDlqefougww0qgeKbV5C7cnbE+Xh7LbQ/9wHOhk4A1CYjJbeuJHPe5FHjJVHEfqIF846j2E60jBCbsvDJXTYTQ+HZ1KaAy4N5x1EGth0JL34BTJPKyFs9l7QxkQxJFOnZsIe+9+R28tqsNCq/dh0p5QURn6Pf6qT58TcRvX60mSaqvnF9THGQaJoZyGKln4O42/uips+llBdQ8y930Pz4m3g6+ul8cQveviGKb1o26r0UVAKa9BQCNhc+sw3zhx9j/vBjBI2a1JpS0qfJTSl1+Znj3p+A3UXTo68RsLlQGfVU3X8juuzormpySmR7xMiMp9uM6PXjbu3F3dqLZcRjaqMefXEOxiJZ4KRNqQi/l3JErYXu13eExaigUZO7Yhb5Vy3E5nUhnj4Q9zW9mCQtZv7rv/6L//7v/+ahhx66GPP5u0aSJHYNN8tcqlgyKygoKChcJGK5liUiaPx2F82Pvh7u9F5003LyV8+NeK2UikImfffz9H1wkN639+IftNP82Btkzq+l5JYVaKI1vgzXzEQXBKIvQNvv38F6pAGAjEsmUX73mlGLT0GjRpudhuj1I3r9SIHIRkVSIDgqBUefm0H1P91Ox5/fZ+jgGSx7T+LpNlN533VyfUIE0qdV0rN+F/5BO96eQQxF0dPFvQNW3G29QPwUM2djF50vbw8/x9zL5kR+DpKE+cOjctqVKKJONVBx77VyCtzYscEgfZsO0rtxb/g1yVpQS/EtK0eZCvitTgZ3H8e86xj+QXv4fk16CtmXTidnyfRRdUU+s5X+LYcZ3H0c0euX71QJZF4yibzVcyOKk6DLQ+vv38V+XK7RTq0uoeKra6M2RRV9fpqfeBO/xY5Kr6XyG9fHNQkQhtPMRJ8/5jiQIzMgfybc7X1RG5bqstKofvA22p59B9uxJga2HMI3MET5l64ORx/zr5xP3up5uDv7sR9vxnayBVdTN1IgiONUK45TrXS9sh1dbgZV37whXOsS9Pho+s0b+PqGEDRqqr6+Lm5tTsg+2jdgG/dYxiU1aLNMeLrMeLoH8HQN4u23gCgRdHtxNXaFDRKKb12JoTAbV1sv3a/vwFHXHj5P5vxaCq+79KyZhNeFz+dDq9Wi0306NupJixmLxcKtt956Mebyd0/TgJMuqwedWsX8yr8fFwoFBQUFhU+OROyXYwka/5Cdhj++ia9vCFQCZV+4guxF492VRiKo1RRctYDMOTXhKMDQ/tPYT7ZQcutKshZETiOSD44sZgIuDy2PvxnuCJ972RyKb1oxriYgZ4m84A4hBUVEnyxsgl5fWOSIPj/6MUXTar2W8i9fg7Esn+43d+Ju7aX+J89T+dW1pE4cnxZmKM1Dk5FKwOrEdqIlppixHk4sxcxvc9Ly9FsgyvUSZV+4IqLAEwNBOl/awuCu4/JcinOo/Pq6iDVDrrZeOVo2nIKmzU6LGi1z1LXRs2F3+HfT5DJyls0kfebEcaYOUjBI/U9eIOBwA3KT1ewlM8hbNSdqnxZPt5mW327A2yfHCnJWzKbkluVRG4VKokTbH97F3doLApTfczUpUfoVjUSllc+XSJqZNiMVXU46PrMNV3N3VDEDoDboqPzadXS99iEDWw5jO9pE4y9epmqEwBJUAill+aSU5VNw9UICTg/2U63YT7ZgP9FCwO4iYHOGoy5SMEjr0xuHn6NA+T1Xx4zEhdANC4xIkRldVposwkf0exX9Aby9FjzdZjxdA8NCx4yxOJfOV7YzsOVQeKxpUhlFNy2LKEYFQcBisXxqgiZpMXPrrbfy/vvv8/Wvf/1izOfvmlBUZl5lFkbdX4evuYKCgoLCXw/J9JEZK2j0ej1SIEjL0xsxDHkRNGoqvnItGTMnJnx9fUEWE//xVgZ3H6PrtR0EnR4cde2RxcyINKaxBD0+Gn72Et7uQSB2ZGgsglqF2qhHbdSTiM+ZIAjkXzkfQ0kebb97m4DNReMjrzD5+3ePa2opCAJpUyux7DmB/URzzDmFXMxipZhJQZHWZ94mYHXKEYj7rotab9T54hYGd8tCJmNWNWV3r4k61tszKAsZgbh1TBlzatC/8xHp0yeQs3QG+oKsqM9JUKvJXjKDwb0nyFs1h5ylM2K6kAXdXhp+/heCTg+CRk3J5y6LWugfomf9LqyH5Uhc8c0rEv78hQ0AEkgzA0iZUIzPbMPZ1EXe5bE/W4JKRcktK9HnZdH5l6242/uo/98XmPz9uyL2DtKkGsiaN5mseZORRAl3Rx/eviFUWg2SJNH+5w+wn2wBoOT2VVHtpscSEjNBl5eg2xu3b5FKq8FYmoexdLx7rrdfFpeGohyKblxG2rTKqFFSnU5HMBhkYGCA3NzcCyZoAoHE3qukxUx1dTXf//732bt3b8Smmd/61reSPaXCMDuG62WWKClmCgoKCgoXmHNpiDlS0KSkpKBSq9DnpqPyWKj6+vVRC8RjIagEcpbOJH36BHo27KYomiNXjDQztUFH+owJDPQNUXbXGrLm1yY9j2RJn1ZJzUN30Pzb9aRNqRwnZEaOs+w5gbOxK6pFs3fAKu+6I6f/RMP6cUO4JqnsrjWjalLGkr9mPtaPG8hdNYeCqxbGdK3KnF+Lq6WHzHmTY0YdQF7wTv7B3Qm7cOWvmU/BtYsSsuJWG/UUrl1M77v7qLzvurhudwGnh8G9JwDIWT6L3FWR0+0icdYAIH6aGUDqhCKG9p/G2dSdcIPS3BWz0OVm0PrMRnKWzUyoCaqgEkgpLwhHPAIOd7h+qeDqhRFNBaIxMvrlG7BiTCBiFY3sxdNR6XVkzp0Ut55LEASysrKw2WwXTND4fD6s1vERpkgkLWaefPJJTCYT27dvZ/v27aMeEwRBETPnSCAosrdRLqxaphT/KygoKChcQM5FyIQICZqhoSFSU1MpueNyTKIaY8n5/V+lzTRR9sUroz4uxXEAKLp+KVnzp5z3PJJBn59FzXfuiG0CUFsOKgEpIPcpiWTZG1qsakxGTNXRBWHmJZMI3unFZ7bF3Z3X52VS++/3RHW6GokgCJTctiruuJHjEyXR/johcpbPImt+bcwITghNqoGaf7mD/k0HKb55RVLzEpIwAICzdTMBqxO/xR6z8H4k6dMqmfyvX0Sbnbi9+Ui0aSlU//PnGNxzgvw185M6VpOWgkqnQfQF8Jlt5yVmBLUqqU0CQRDIycnBbDaft6AJfV+po6QajiVpMaM00Lw4fNxhxe4NkGHUMq34r6tDr4KCgoLCZ5fzETIh0tLSCAQC+Hw+1HotxuyLW9cpSRLFN69A9PrQF0euOxEE4RMVMiHiLdbVKQYqhutsojWGzF40FdOkMjxd/QRcHjQmY9SFec6SGeF/++0u1AZdVDEVEjKSKCF6fYg+f0z75s8CgiAkJGRC6LLTRwmxgMONOtUQV9ikVBZSdNOyhF8PY0keJZ+7jNQJxXHNBcbNMUp9UKJoM1IpuGpB+Peg24tKr4vbI0b0BSi+dRXqFH1YjH2SqFSq8xY0I7+vjEZj/AOA5L/RRlysrq4u4Xw2hdiE6mWWVOegPs+GRgoKCgoKCnBhhEyI1NTUcanlFwt3ay+dL26h+/WdaJJY6Lo7+qn/6YvYT7fGjexcSPxWJ/4R9sOZl0yK2+Fel52GFJQ4+dBvOfEvTyQ03/Y/vs+xbz9Kz1u7Y46zHqnn+D/9hrr//GNC8z8fgi4PYhSHuEhIwcTHioFg3Nel6devcfJ7T2E5UBdznP1kC92v7WBg2MI74txG9E4U1Cpyl8/CWJoXN83qYtP58jZOPvwkfR9EtkAWfQFafruBE//yBIaibDLn1KDNSL0oc/HbnLQ8tQFP72DEx0OCRqvVMjAwgM/nS/jc5/p9lfS743K5uPfee0lJSWHatGm0tbUB8MADD/DjH/842dMpDLNTqZdRUFBQULiAXEghE0KjiZ7QEXR7afnthlE2rueKynh2NzfoSXwx1PPWHlxN3XS+tC3xRjXnibdviIafvkjTY68TdHuTOtY3KJsraFKjR2ZGXavHDKIU3c56GLVBrtUIenxJizoxEKT9zx9g2X867tiAy0PjL1+l9am3EkrfcjZ3c/rff49r2JI6FkGPj+bHXqf7tR1Rn0PA6cHd0UfA6owreqWgLFSiCZOAy0P9T14IGzN8Vgj1eQnYXVEjMyqdBm+fBckfCNuUXyy635QNGBp/8XLU9/xcBM35fF8l/c328MMP8/HHH7Nt2zYMhrMfnNWrV/PSSy8lezoFwOkNcKhNdo1YVj3eUUJBQUFBQSEZAoHABRcysfAOWGn46UtYP26g5em3wta858rIVC4xQTHjau3BdrQRgIJrFyW1m+63OsM7+476Dvre30/A7opzlIy334LPYsfT0U/LkxsSrskAwn1bEqmvEH2BsPjRxzACgBFiUJQSdu+C4SaNv3qVwd3Haf/z+3h7LVHHBl0emn71Ku72PmwnmnE1d8c8t+1EC02/fAWf2Ub7H95DEqOLrIDDTeMvX8FR107/5oO4WnoijnPWd4AkR1FSJsY2Mgj10hGiGBN0vbIdd3sfrc9spH+EJfEnRbTXw9M5QMAmfxbHNhodSfrsakA2jbhYUUlnczeWPbIBQ8HVi2LWjiUjaM534yXpmpk33niDl156iUWLFo3aRZg2bRqNjY3Jnk4B+KjZTECUKMs2Up4Te7dFQUFBQUEhFoIgYLVaMRgMn4iQcTR00PJkqNu8iqLrl4xqunguqAxnXaASjcz0vLUHAENxbtwmlKHzWj9uwLLvNI7TbSBJpFQW0r/pILZjTfS8tYeMOTXkLJtJ6sTiqJGT9GlVlN15Be1/eh9HXTttf3iPii9fE7e+Ac5GZhKpsfD2DsLwGjWWqxmMFoNBty9sSxwLd9cALY+/ic8szyl/zQJ0URzbgi4Pjb9+DXdbn9wH5UtXY5pUFvXclv2nafvDeyCKaLPTqbzvuqivj89ip+nXr+HtGQQBSu9YHdXlzHFGjgKmVBai1sd+jqEUMkEd+e+h+KbleHstuJq76XplO/4hB0U3LEvofRyL6AsQsLuQJDFinx+QI2Culh6c9R04zrTjG7BS+8Mvj/uc2U7Itera7LSYIjZjdjV973yEr9+Kp8s8rp4s6PEhBYKojfqor0EsJFGi86WtgNxPKWfZjDhHJFZDcyEiyEmLmf7+fvLzx7sjOJ3OpFwlFM6ys152MVuqRGUUFBQUFM4TvV6PWq3+RISMefdxOl/YjBSUu81XfnVteFHb9foO7Cdb5AiJIMiLQpUw5ncVgkqg+KbloxpMqnQauVmmJCG644sZZ1MX9hMtABSuXRx1ASoFg9hPtmLZfxrrx42johYqox5P1wC6vAxUBh2ix8fQ/tMM7T+NoTiHnGWzyFpQG9FuN3vxNPw2Jz1v7sJ66AydaSmU3LYy7rooLGay4kdmPD2D4Xlq0mPXQ6jGRrbi1E9YjzbS9uw7iF4/glZD+d1rogrCoNtL06Ovn23o+KWryJo3Oeq5+7cepuvlbYDcyHPC/TdFLaj39llo/NVr+AdtCGoV5fdcHVOYhsRMLCEVIpxmFmUhrzEZmfgPN9P6u7exHW2if9NB/EMOyr545agIRNDjw3a0kYDdTcDhkm/trrM/Djei1x+e18R/vAWQxYu7tQfHmQ4c9R04G7vGRc28PYPjGq3aT7YCclQm1ufJWJoXbvRpPVI/TswMHaij4/lNgPz50KQaUKcYUA/fhn9P0WOaXDauOebgnuO4h9MDS25blXDkM5aguVCpsEmLmXnz5rFx40YeeOAB4Kxd39NPP83ixYvPaRJ/7+xskDvwLlXqZRQUFBQUzhNRFElPT7+oQkYSRbpf30H/ZjkdR1+YTdXXrx/Ve8VntuLpHEjofMFrFo36XRAE1AYdQbeXoCd+HUqoQ72xPJ/0WaObKEqShKu5G8u+0wwdOiNHkELX0ahJn15F5vxa0qdXodJqyJg5kcLrljB04DTmD4/ibu/D02Wm86UtdL+xg8z5teQumznO9jb/yvkErE4Gth3BvP3IOEeqSJxNM0sgMjMsZgyF2XFF0qjITIzXT5Ik+j84QPebO0GS7bIrv74uYpd3GBYyv35NTvsSoDxGjx9JkuhZv5u+9/YBkDKxmKpvXB+1tsXd3kfTo68TsLtQ6TRU3reOtKkVUecesLvwdMmbwQmJmVCaWQy7X5VOS+VXr6PzL1sx7zjK0IE6AnaX3Kx0WMSKXj9tv3837vVCcxzccwLL/tO4mroQfeNT/vQFWZhqSkmdVDZO5AXdXpyNXQARLb5HIggC6bOqGdhyCOuRBgqvHb0mD7o84X+LHh8+jw+Go3BjKb55+ajPQMDlofvNXYDco8hUXRJzLmOJJGiAC5YKm7SY+Z//+R+uvvpqTp48SSAQ4Je//CUnT55k9+7d4/rOKMSnz+bhTK8DQYBLJ0a2n1RQUFBQUEgUn893UYVM0OOj+fH12IfTX9KmVlJx7zXjIhbZC6eSWlWEJEpyio8oybn8oijX5ouiXCcgShGdl1TGkJiJHZlxnOkImw4Urr103ELferie1qc3jrovtaaUrAW1ZMypibi4Vuu15CyZQc6SGbhaehgYXtiKXj+DO48xuPMYWQumUP6lq8LHCIJA8S0rCdhdDB08Q8/6XWjSUshZErmjfSgVCUioh0koMhOvXgZApY9voCD6A3Q8vwnLR6cAOVWr8mvXRbUuDnp8ND36eljIlH1xDVkLp0QcKwVFOl7czOCu4wCkT6+i4ivXRk13czR00PybNxE9PtQpeqr+3w1xm3k6hpuJCho1KRPi2xDHi8yEENQqSj53GdqsNHrW78JR107Dz//ChG/eiDbThMZkRJOeIt+mpcg/4X8b0ZiGb4cf69m4R05jHEafn4VpkixeTDUlMa2iHXXtIIqgUmGaHF+wZcyWxYyncwBv/9AoR73spTNIm1pJ0OUh4PQQdHkIOj0Ehm+DLg9Bl5eA04N2TKSw9609BB1uVHotxTcuizuPSIwUNP398ia+Tqe7IBHkpMXM0qVLOXLkCD/+8Y+ZMWMG77//Ppdccgl79uxhxoz4+XMKo9k5bMk8vTiDrNTz65aqoKCgoKBwMZECQVqf3oi2R97Rzb1sDsU3Lo+4QEyfMeG8rqU26PAT2wBAkqSwTXFKVRFp0yrHjUmbWolKp0GXl0nW/Foy59WiS6KhYUplIeWVhRTfvBzL3pOYdxzD2zuIsWJ89EJQCZTdtYaAw42jrp2O5zehSTOSMXPiuLF+iz38b11O/PmMjMzEQ1AJqPRaRK8/Ypqe3+ak5bcbwkX7mfNrKbvzCjm9LwJBj4+mx16XxwtQ9sUryV40NeJY0R+QU7U+luuosxZNpezOK6KKCNuxJlqefgvJH0STkcqEB27CWBw/UyUkYFOqimIWoodIVMyALEwLrlqANiOV9uc+wNM5QP1PX2TCN2/EUJTDtB9/Le45QqTPmIDoC2CqKcVUU5pUzxrbyRYAUicWR0xvHEvqhCI06SkEbC6sRxrIv2Je+DFNiiEpm/MQ7s6BsJ11wdULk+65MxKVSkV6ejoDA/La90JFkJMWMwATJ07kqaeeOu+LK5wVM0trlBQzBQUFBYXz56LWr0oSfpsTrUpF6R2XjWroeKEJ1X3EEjOO0204GzoBKLxuccTnrjboqP33e85rEQbyYjDvskvIXTUHZ30HxtLIda4qrYbK+66j8ZFXht2x3mbKf4y/fqheBkGIOzcpKOLtk53FEhEzIL9+otcfOTIjSmExVbhuCflr5sf83AxsPYyrsUsWMl+4kuxF06KO9XSbw/VLeavnUnTjsqjnliSJ/s2HkPxBdLkZTPjWTVEL5sfiOCNHZhKJWMDZ/jbR3Mwikb14Gpr0VFqffgv/oB1HXfu4mpZ4pE0uJ21yeVLHwLAl8/DrmB5BpEdCUKlInzmRwZ3HsH48WsycC5Ik0fmXrSBK6POzyL3skvM6n8/nw2w2h/tVmc3mc2qsOZZPtwvQ3zmSJIX7yyj1MgoKCgqfffx+Pw899BAzZswgNTWV4uJi7rrrLrq6uuIe+9hjj1FZWYnBYGDhwoXs27dv1OMej4dvfvOb5OTkYDKZuPnmm+ntjd+PYyx6vf6iNbQWtBpKblvJxG/dfFGFDIzulRIN885jAKRWl2CKsWA8XyEzEkEQME0qi9m1Xm3UU/XNG9DnZ1Fy28qI1w+JGW1Gasw6DgDvwFA4spBImhmcff0iicFQbUzlfddRcNWCuAI4/8r5ZM6vpfTzV5C9OLqQAUgpL6DiK9dSdOMyim9aHvPcgiBQed9aMufXUv1PtyUsZPxWh+zuBpgmlSZ0TDKRmZGkT6tk4rdvpXDtYnJXzk7q2PPB2zMYFpyxLJnHkjFs0exq6sZvdZzXHPyD9nBEsPjWlaiSEIJjGVnsn5ubS25u7jk11ozEOUVmFC4MDX0O+uxe9BoVcyuyPu3pKCgoKCjEweVycejQIb7//e8za9YsLBYL//AP/8C6des4cCByd26Al156iQcffJAnnniChQsX8sgjj7BmzRrq6urCDqHf/va32bhxIy+//DIZGRncf//93HTTTezatSupOYqiGLZmPt8dz0iYqksxZSe2oD4f9AVZBByumM5d5fdcjaW2HENJ7mfOUVWbnsqkf/1C1BQodYqB1OoSNOkJtGQQJdJnTsDXb03IxhnAUJKLyqBFnRI5PSmlvACiFPqPRVCrKP/SVQm/xpHS6qKhTjFQcc/VCY8H2SY4d+VsnE3dpFQUJnSMPjcDY1l+Qs5xY0kpL4hqinCxUOk05K2ei7u9D0NJ4hvepkllmCaXkTalIq5IjocuJ53af/8SQ4fOJBwdikQ017J4ts2JooiZT5Edw1GZBVXZGLTn94FTUFBQULj4ZGRk8MEHH4y679FHH2XBggW0tbVRXh45OvDzn/+cr371q9xzzz0APPHEE2zcuJHf/e53fPe738VqtfLMM8/w/PPPc9lllwHw7LPPMmXKFPbu3cuiRYsinjcSPp8PtVp93guEZPCZbfgGrAmn/CRCya0r445RadTkLJsJgPVIA7aTLaTVlifUZyaEFBTPqe9GIkQTMqLPj6BWUf3gbXHPIUkSQY8P0+Ry8r4+J6HrOhs7EdQqjKV5ZC2IXKQ/kr5NB3G1dJM2pTKqYUFIyNjr2hjcdRx1ioHSz12W0HxcLT0MHawjfdZETNWRIynujn4sB04jBYKU3LIy5vkElQp9QRaCRh23XkaSJNmc4eYVCc31s4IuJ4Pim5YDYP24EXdbL+mzq0kpG98eZSQqjZqJ/3DLBZuH2qgPR2Hb/vge6hQ92Yunj7N+jkYs++VE+tAkgpJm9imyq0FJMVNQUFD4a8dqtSIIApmZmREf9/l8HDx4kNWrV4fvU6lUrF69mj175EaPBw8exO/3jxpTW1tLeXl5eEwkvF4vNptt1A/IhbUXKoUjEXo27Kbxl6/Q9qf3z+s8np7Bc+5ebjvWxODOY2F3rkQIenzU/98LmHcePadrngue3kFO//vvafntetwd/XHH24420fB/L9L1qtzIMRF8FgdD+09jPdKQ0HhXUxfWQ/W42/vijvUP2hk6UIfteFNC5wawHKijf/MhOv+yLeoYT88g/e8fYHDnsXBKWNT5tvbQ+dJW+jcfIuD0RB0XcLhpfOQV7KdaE57rJ83QoTNhM4NoDO4+Tu87H9H33v5xjwXdXlqe3ICn23yxpgjIxg6Wj04xsOUwAaszoWMS6SMTEjTn832VlJjx+/1oNBqOHz+e9IUURuMPiuxtkj94SxQxo6CgoPBXicfj4aGHHuKOO+4gPT1y+s/AwADBYJCCgtFpKgUFBfT09ADQ09ODTqcbJ4hGjonEj370IzIyMsI/ZWVyZORCLBAiEUlouDsHsOyXBURqAha50XC393Hmf/5M27PvxLVjjoSzRXbmSonSLX4skijS9uw7uNv66HhxK95eS9LXBHkxmQz63AzZOlmCrtc+jDs+bWoFapMRRAnzjsREV8i1Kuj2JiYOQ+ljCYwNFdBL/mBCc5EkCdvHsqiKlX6WUimni4m+QNyFuWlyuTwPSYopVDqe34SzvoOWp95KSKh90ph3HqP1mY00P/EmrrbI9XGiz4/9tPwcM2aOdwhs/d3bWI800PirV/EODF20uXp7LeHPh6E4vglCMg0xz/f7Kikxo9VqKS8vJxhM7AOsEJ0j7UM4fUGyU3VMLUos/1VBQUFB4ZPlueeew2QyhX927NgRfszv93PbbbchSRKPP/74pzK/hx9+GKvVGv5pbz+7w3uhBY0kSRHP0bN+F0hy/4xYLlfxsOyTU4yGDtRx5sfPJRS1CBF0efB2y4XKKVWJ1VB0v74T2zE5ulB6+yr0BYnXrgbdXnyDNrwDVk489Fuaf7se68eNYcesWAhqNUU3LgVkN7aQ/W40VFoNOZfKqV/mXccQA/GvEa6TEaVwN/rYkxq+TUDMhNK6RH9iJhOeLjO+4eaMYxuajkSXky6LNsDVGtv4Qq3Xhgv/7TEiRMW3yOYL4rC1tC9Kk8iAw03b79/Fsu9UuPfPuSJJEt5eC+Zdx7DXtUUd1/fBATqe3wQSGIpy0OVkRBxnP90mC0eVQNq0qnGPF153KSqDjoDVSdMvX8U3wvI74TmLEs7GLjpf2U7df/4xYnPPkMBUGfVoIvSFGkkyQibE+XxfJV0z86//+q9873vf409/+hPZn0AB4N8qoXqZSyfmoFJ9tooWFRQUFBRk1q1bx8KFC8O/l5TIna9DQqa1tZUtW7ZEjcoA5ObmolarxzmT9fb2UlgoL7wLCwvx+XwMDQ2Nis6MHBMJvV6PXh+9/8SFykkXRRGLxTJuUeJo6AwLgsJ1l46qPTHvPo67rQ+1QYfKoIt5q0kzUnTTMnS56XS9+iG+viHq//cFSm5dSfbSGXELz10tw6+tICRUEG7edYz+zQcByF01J1x3M5agx4en24yn24x3+NbTZcY/5MBUW46pugQpEMT2cSO2jxvRmIxkLphC9qKpUa2bQe49klpTirO+g+7XdpBWW44QY8GXs2wmfR8cCPcPyZo3OebzG1n0H3R5URtiv+eh1zeRBD9hWMxICYoZ21G534w2Oy3mayIIAikVBdhPtOBq7YlauxMibVoV9pOt2E60IIlixNdPl51G1TdvpOFnLxGwuWh69HWq//l2NKmjnejsp1qx7DuFZd8pEMBYlk/alErSplaQOqEoZiG9JEp4us046ztwNHTgbOgkYJMFUeb82nG2zJIk0bN+N33vyW6GpsllVH5tXdT3yHZU/vtKnVgybt4gmxNM+OYNNP36NXxmG02/fJWJD96KNoZxhjxvEWdDJ0OHG7AeqR+VOmY/1UrGGOHp6ZLFjKEoO+bf47kImRBjv69MpsRcCJMWM48++igNDQ0UFxdTUVFBauroF+vQoUPJnvLvklC9zDKlv4yCgoLCZ5a0tDTS0ka7H4WETH19PVu3biUnJ3bKhU6nY+7cuWzevJkbbrgBkMXB5s2buf/++wGYO3cuWq2WzZs3c/PNNwNQV1dHW1sbixcvPq/ncL6CRhRFzGYzgUBg1OJCkiS639wJgLG8gIw5NaOOc5xqZejgmYSuMfHbt2KqKSV3xWxSqopofXojvgErHS9sxlHfQekdl8dsGhhKMTMU58RduDvq2ul4YQsgL4iLb14efizo9dO7cU9YwPgHo+9ye7rNVH19HbrcDAb3nsRR10bA4WZgyyEGthzCWJZP1qKpZM2vRTMccQghCALFNy2j/icv4OkaYHDvyXD0JRK6nHTSZ0zAdrSRge1H4osZ40gx44F4TUKTSDMLRWakoBhVRIzEOiLFLJ4oTakolMVMS/TUyhDp06voenkbQacHV2svqVHSC40luVR9bR1Nj72Ot3eQ5ifeZOIDN49qEKpJNZI2rRLHmQ4kfwB3Wx/utj763tuHyqALu4OlTa1El52Gu60PR0MnzmHxEnSNTzVUpxpQ6bWj7pNEuW+LebgJZfrMiVTce01UEwNJlMKbBbFS9FInllD59XU0/+ZNvH0Wmn79GhP/8dZx4kcKBnGc6cB6uB7rx43jolCG4lwyLqnBWDp+bRqKzMTqs3M+QibEyO8rq9Wa0DFJi5nQF7HCuWPz+DnSPgQo9TIKCgoKf034/X5uueUWDh06xFtvvUUwGAzXtGRnZ4dFwuWXX86NN94YFisPPvggd999N/PmzWPBggU88sgjOJ3OsLtZRkYG9957Lw8++CDZ2dmkp6fzwAMPsHjx4qSczKJxroImJGT8fj9ZWVmj0sztx5vlRopA0Q1Lxy1UUyqLkIIiQY8P0eMbfev1jQoDjBQgKeUFTHr4Ttr//AHWw/UMHajD1dZL5b3XYozi5BTqZB+vXsbbZ6HlqQ0gihiKc6j48tWjFuMqrZqB7UfG1YNo0lIwFOWgL8rBUJSNoTgHQ2EOKp2WrAVTyFowBd+gDctHpxjcexJf/xDu9j7c7X10v/Yh6dMnUHzrCnTZZyN4KRWFZM6vZWj/aXo27CZz7mTUYxa/I8ldOQvb0UZcjV242/uivhYwJjKTSE1PWMwkMHSE+6roD6LWR1+w+gbtuNvkWpVYKWYhQnUznq4BRF9glOAYiz4vE31BFt5eC7bjzVHFDMjRj7K71tD2u7dxNXbR9vt3qPjKteH3Pm1qBWlTKxD9AZwNndhPtmI/1YKny4zo8YUjbwAld1xO5wubx11Dk56CqaaU1OpSUmtKMBTmIIzIvJGCQdr/9D6WfacByFo4hbIvXBnTSc/V0h0WHOkR6mVGklZbQcVXrqXlybfwdA7Q/NjrTHjgprCwtR5tpP1P7xMcY5hgLMsnY04NmXNqYqZaxhMzfr8fq9V6XkImROj7Kla94EiSFjP/9m//lvSkFEbzUdMgQVGiKjeV0qwE/OUVFBQUFD4TdHZ2sn79egBmz5496rGtW7eycuVKABobGxkYGAg/dvvtt9Pf388PfvADenp6mD17Nu++++4oU4Bf/OIXqFQqbr75ZrxeL2vWrOE3v/nNBZt7soJmpJDJzZU33kJiRhLFcFTGVFtOWu14S+q8yy8h7/LIHcMlUUL0+cPiZmzvFLVRT8VXrsX84cdn087+70WKb1lBzrKZo4STJElhMRNrQRtweWj+zZsEXV40JiNV37h+XLRHUKnIWjAFQaPGUJQT/hkbWYmELjudgqsXkn/VAlxNXQzuPcnQwTOIHh/2060Rm2wWrbsU62E5xWdgyyEKrl4Y4cwypsnl4cX7wIcfU3bnFVHHCmo1Kr0W0euPGDWIRiJmASOjCJI/ADEEmO2YLADURj2m6pK4506pGP57ECXc7X2kTiyOOT59ehX9vRbsx5spuu7SmGOz5k3GP+Sg+7UPsR5poPPl7ZTctnLUZ0ml1cgRmCkVwHJ8Fjv2U63YT7biON1K0OUlfVoV5uIcRK+f1OoSUqtLMdWUoMvLjBp5Ev0BWp/eGI6y5K6cTfEtK0eJnUiEUsz0Rdno8zJjjgU5elP+patoe/ZtXC09ND/+JhPuvxGVTos+LzMsZFIqC8mYU0PGnBr0uZFrdUbN3xfAN2wuEKn4XxRFbDYber3+vIVMCJVKFTN9dyTn1GdmaGiIV155hcbGRr7zne+QnZ3NoUOHKCgoCOcTK0RnZ71c1LikOr4bhIKCgoLCZ4fKysqEFnwtLS3j7rv//vvDkZpIGAwGHnvsMR577LHzmWJMEhU0Y4WMTqcbVZBr2X86nENfdP2SpOchqATUw/Uy0ZbCgiCMSzvre38/WQumjIrkePss4QV7aGd/LFIwSOtTb+HtsyBo1FR+bV3UgutYIiGh5yYIpE4sIXViCSW3rsR6pAG/zRUx/U2Xk0Huytn0bzpI3/v7yV4yPWqtgyAI5CyfRdfL27DsO03RjcvCrmWRUBv1sphxR7cuHnluIKk0M4hvAmAdjmakTa9KqIGjJi0FXU46PrMNV2tPXDGTNq2K/s2HcLf34bc60GbErrHIu/wS/EN2BrYcxrz9CLosE/lXzo86XpeVRs6l08m5dDqSKOLuHECXnUb1P90eM+1xLK2/ezssZAquXkjB2sUJNSC1DovBjBmJNyHNmjcZ0een488f4GzopOXJDVR+/XoMRTmUfuEK0mor0MVLOxyDp3cwHLWLFJnx+XxoNJoLJmRCJHqupK949OhRJk2axE9+8hN++tOfMjQ0BMBrr73Gww8/nOzp/i7ZGe4vE70QTkFBQUFB4WIQzzUokpAZ9XggSO9bcu+bjEtqEu7Afq6E0s4y502m4t5rx4mCUFRGbdSjL4hsTOS3ufANyk5WZV+4Iu4i+UIRSkPLXz036pj8qxagTjUgev30btwb83zZi6ai0muR/AEse07GHBtKNUsoMqNKwpp5RJpZLBOAoMuD40wHwLhi8lgYhz9P8RzNAFKrS8J1KbbjLXHHy7VKK8i4pGZ4jolHrQSVKtywMhkhA7KIUuk0FN+8gsLrLk1IyHj7hsIOffFSzMaSc+l0ioebzurzs8LpdDmXTk9ayAB4h1PM1EY9mghiWxAEsrKyLqiQSYakr/rggw/ypS99ifr6egyGszsC11xzDR9+GN8v/e+dbqubxn4nKgEWT1QiMwoKCgoKnzzRBE08IQNyeUXeFfPQZpooui75qMy5oDbqqfjyNRHTyEIRopSqwqhpO7qsNGq+cwdlX7ySrAVTLupck0WTYqDg6oWk1pSSfWlsa2u1UU/WgiloM02o9LGTa0IL7mQW7MlHZqLbRHv7htCkGhA0atKmViY8hZF1M3HnolGTVlsBKiEsVuMhqATK776Kiq9cS9ENSxOe1/lgqi6l9t/viZp2GQlvn0UWD2kpUSOOschbNYeJ/3grxbfGT2eLh6dHFlX64pyIQkyn0yUk0C4WSaeZ7d+/n9/+9rfj7i8pKUm4UOfvmZ3DlswzSzPJMEbPM1VQUFBQULiYjE05y8nJwWazxRQyINdj5CyfRfaiafgsiS0gLyZFNywj+9LpcRfiGpOR7MWyWHC19yF6/ehzM9BmJmb/ejHJXTmb3FVzoi4IJUki4HCjTUuh6PollNy2KmbheNDjI2t4d16XFX8nPmNODcaKAgyFsVtuSJKE6AtQfMtKDHHqOFIqC6n94T24W3vjOsyNJGv+ZNKnVqCPM5cQRTcvp+yLV0SsSYqGSqsh85JJCY+/EIz9nIm+AFIwGDXKkz69iqk/uQ+f2RbXMS4aoV4850vBNYswVhSgj5Ka+WkKGTiHyIxer8dmG//ldebMGfLykk+b6uzs5Atf+AI5OTkYjUZmzJjBgQMHANkZ4aGHHmLGjBmkpqZSXFzMXXfdRVdXV9LX+axwNsVMcTFTUFBQUPh0CQkajUYTjtAk4nRmP9XKqe8/Q+PPX0YKiud8fUlMpLNJdKwfN1L3X39kYPuRmJaxY+nduJfGn/+F3uFeH582gkoVdUHoaOjkzI+eo/EXLyNJEuoUQ0wh42zs4vg//4aOP3+APi8TTVp8o6H+TQfpemlrOC0sFnX//Se6XtlG0OWJ6TZm3nGUU//fMwxsPRL3nI4z7bja5LQybYYJQ3Fu1AV80O2l56094Qal+tyMpITMJ0EidXWDe09w8l+fpvuNneMeC3p8dL6yja5Xd2CIkjp5obEebcQ/5Bh3v3dgiFP/+jStv92ASvfZ3IRPWsysW7eOH/7wh/j9ckdZQRBoa2vjoYceCnvjJ4rFYmHJkiVotVreeecdTp48yc9+9jOysmRrOJfLxaFDh/j+97/PoUOHeO2116irq2PdunXJTvszgSRJ4f4yS5X+MgoKCgoKf6Xo8zMJ2F0E7C4cde1JHy9JEuYdR2n85SsJd5KPhG9gCG/PIIO7juO3jl+IRSNgkxsExmssOBYpGKTr1Q/p++BAUsedDyq9Fk9HP96eQRynoneUD2EoGV5fSBKO+vjiBAiLIykYPW0M5DWfPj8TkNPIYqEy6Ag6PViPNeEf0ZBxLEOHztD069do/s0bcVPFRJ+fhp++RO/be+l8JX5pw+BHJ8f1UjlXHA0d+MzxI5FBj4+2Z9/BvPt41DGSKDGw9TCix4c/wvwsH52STQo+PIKzKfYGvmXfKXzmxPqxRMN+uo3Wp96i/qcv4u2zjHpspJ24dbgB6meNpMXMz372MxwOB/n5+bjdblasWEF1dTVpaWn893//d1Ln+slPfkJZWRnPPvssCxYsoKqqiiuvvJKJE+VCsYyMDD744ANuu+02Jk+ezKJFi3j00Uc5ePAgbW3x/6A/a5zusTPg8GHUqplTnvlpT0dBQUFB4e+ckQ0xQxGZSKYAY9HlZJAyQa5fsRw4ndw1/QE6/vwBHS9sxlnfQd/7+wFwt/clLWyyl85EnWpACgTp33Qw4eNCC9xEohYhfIN2Gn7+Mv2bD9L95s5wJCERJFGOXiWyYz+WlLJ8UmvkdKH+rfEbk6sNurApQyKRFiDsNCYF4kfZ9PnyhrO31xJzXMbsatmEQBSxfBTdrMBQlIOg0xKwuWh+7I2YfXFUOm24GN68/QjmXceijnW19ND+x/c4/R+/x7zr2DlHAf1DDlqffYfGn79M16vbY471dJup/98XGDpQR+dLW/AO2xmPxX6qJfz65a2aM+7xnKUzMJTmgQQdz2+OKjLdXQO0/fF9Tv/wj/R9cCCuGI14jo5+Wp7cgBQUUem1qMc2eFWpwq+57W9FzIQExoYNG/jVr37F/fffz9tvv8327dtJTU1uh2P9+vXMmzePW2+9lfz8fObMmcNTTz0V8xir1YogCGRmZkZ83Ov1YrPZRv18VghFZRZOyEaviW9RqKCgoKCgcLEYW+wf6hERzeVsLFnzawGwHmlA9CUmQnyDNhp+9hcG95wAIGNWNXmXXYLoD1D/05c4/s+P0/To67LdbtdA3MW/Wq8l73LZKcy842hCu/CSJOEfjsxo0hMTM7bjzZz50Z/Dzmn5V8zDWBI5tV6SJHyDdoYOnaHrtQ9p+PlfOP7PjxNweTj1r0/T+MtX6Hp9B0OHzuAz2xISOKEFr/1ES7gYOxahWgln0pGZJMRMX2wxo9JqwmYL5t3Hoz5PQ1EOlV9dCyoVnm4zLU+9FXNRXnjdpaRNrwKg88UtOBs7I47zWeyoDHqCLi8dz22i4Wcv4e7oj/v8QoiBIH0fHOD0f/yeof2nw+cMeiL/XVj2n6b+f1/A2zOIoFZRdMOyqPbf/VsOA2CaVIaxdPznSFCrKPv8ahBkI4TQ+LEE7C40aUYkf4Du13dw5icv4Bz+jCaCb9BG02OvI3p8aDJSmfDNGyPafWfMlIMMzsauiH9j5yLSLyRJGwB4PB4MBgNLly5l6dLzc4Foamri8ccf58EHH+R73/se+/fv51vf+hY6nY6777474rUfeugh7rjjjqiNdH70ox/xH//xH+c1r4vFjnqlXkZBQUFB4dMnmmtZMo01My6ZROfL2+QO6SeayZxTE/Oajrp2Wp7ZSNDhBgEKr1tC/pXzEVQCzqausM2v/WQL9pMtAGgyUkmrLSdtSgWm2vKIaWG5K2bR/8EBgm4v/VsOx+17I3p8SMMuXPHSzKSgSPeGXfS/L6eVqVMNlN99FenDi2mQ04rcbb24WnpwNffgbOkmECGtynakAf+QA/+QY1RqnsZkxFhRSEpFASkVBRgrCsbNK33mhHD/lYGthym94/KY8zZNKqPvvf24O/oIOD1oUmPXlIRrcBLY2Q91iff2WpAkKWbxd/al0xnYdgRf3xDOhk5MNZEL0tNqyym7czXtf3ofx+k2Ol7YQumdqyOeW1CpqLjnaur/90W8vYO0PPUWNf/y+XGWw5lzakidUEzXax8ytP80ruZuzvz4OfIuu4SCaxbFNCWwn26l86VteHtl4ag2GSm6finZi6eNcwYT/QG6Xv0Q84cfA3Khf8VX10Zt4OrpGsBxqhWA3MvGR2VCpFQWkrN8FubtH9O7cQ+Zl9SME0dpk8up/cHddL+5C/OOj/F09NPw0xfJWT6LonVLYlpIB1wemh59nYDVicqgY8I3bxyVUjYS0+TycBNW2/HmsJFGCJ/PN8rh+JMmaTGTmZnJggULWLFiBatWrWLx4sUYjfE740ZCFEXmzZvH//zP/wAwZ84cjh8/zhNPPDFOzPj9fm677TYkSeLxxx+Pes6HH36YBx98MPy7zWajrKzsnOZ3IfEGguxrlv8olHoZBQUFBYVPi3j2y4kKGm1aCmm15dhPtjK0/3RUMSNJEgNbDtH1+g4QJdQpesq/fA3pI+x6UycUM/XH9+E43Yb9dBv2U60ErE4CVieWj05h+egUAIbSPHKXzyJn6YzwsWqjntxVs+l9+yMGth8h74q5MZtJBmxnd5ZjRWb8Qw5an9mIs1GuWUipKqLi3mtHLZq7Xv2Q/i2HIjqpCVo1xvICUisLSaksxFheSNnda3C39uJq7cXd0YfkDxJwuLGfaMZ+ojl8bObcSVTce+3Zc6lU5K6aQ9cr27F8dJLCdUtiCpSUCcUIahVSUMRZ30HG7OqoYwGE4WwRMaHITCYgF+IHnR40puhrQGNpHsaKAtytvQzuOh5VzABkL56Gd8BK3zsfMbj7OLrcDAquWhBxrNqop+ob66j/yQsEbC5anlxP9YO3jzMk0GakUnHP1WQvnkbHi5vx9Q3Rv+kgQwfPUHLbqnH9b3yDNrpe3Y71cIN8x3Cj0sLrFkf8TPnMNlqf2YirRXbzNdWWU3HP1THTF/u3ylEWXV4G6dNj948pWrcE65EGAlYnHS9tpeob148TeGqjntLPXUbWwil0PLcJT9cA5u0fYz3SID/H2dXjjhH9AVqeWB+OIlV+7bqIEaIQKp2GtCkVWI80YP24cZyYkSQJi8VCfn7+p9JrJmkxs2nTJj788EO2bdvGL37xCwKBAPPmzWPFihWsXLmSK65IvHNuUVERU6dOHXXflClTePXVV0fdFxIyra2tbNmyJWpUBmS3Nb0+uWZGnwSHWodw+4PkmvRMLki+YZGCgoKCgsL5kkgfGYgsaCKROa8W+8lWbMebCbq943aCg14/HX9+n6GDZwBZjFTetxZ9bua4c2nTU8laMIWsBVOQJAlvtxn7qTbsp1txnOlA8gfwdPQTcLjHHZu76hL6Nx9C9PgY2HaEwmsWRX0NQilmEL1mxn6yldbfvyNHkYC81XMpun7JuC72mozUsJDRF2SRUllISmURKVWFGEtyx43X52XAQnndIwWDeLrMuFp7cbX24GrtlXuriBLanPHrnOzF0+h5aw+ix8fgrmMxO9er9VqMlYW4GrtwnGmPL2aSicwMp5mBHJ2JJWYAcpZMp6O1l6HDZyi5bWVM57HCtYvxDVgZ2n+anvW70OWkh9MZI82j/N5raH7sDdxtfbQ/9wHlX7oqYjQnrbacyf/6Rfo+OEDfu/vwW+y0/HY96TMnUHLrKjTpKfRvOkjvu/vCEcLUicWU3H5Z1EW+7UQLbb9/h6DTAwIUXL2IgmsWxrRRDjjcWPbJwjx35Zy4/V/URj0lt6yg9Zm3sR9vxnqkIeqmQWpVEZMe/jz9mw/Rs3EvAauT1qfeIn3GBEpuXxWOukiiRNvv38XZIKfnld21hrTJ5THnAZA+ayLWIw3YT7Ui+vyjnM10Oh0OhwOz2UxOTs4FEzSimJhTYtJiJpRe9r3vfY9AIBDuO/O///u//PjHPyaYRPHRkiVLqKurG3XfmTNnqKioCP8eEjL19fVs3bqVnJy/zkaTYRez6sgNhxQUFBQUFC4miQqZEGMFTUbG+Pz/jFkT6dCqkfxBrEcaRu3Yir4ADf/3Yrj5Yeb8WsruXJ2QvasgCBiKczEU55J3uVxT42rqxn6qlYwI3dA1qQZyVsyi//0DDGw5RN5ll0RNIwrl/KuN+lENIEMMHTpD6zMbQQJ1ip6yu9aEawbGkjmnGkNxDimVhTGjQRGfo1qNsSwfY1l+ONIk+gK4O/vRpI4XCGqjnuzF0xjYepiBbUfIu/yScWJpJKZJZcNiJn7dTDI1M3IX+BQCNhfefgupE4tjjs+cO5muV7Yj+gJY9teRu2JW9HkIAmVfuAK/xY6zoZP2P72PNisNU3VJxPHpUyspunEZ3cOpZMaS3KgiT6XVUHjNIrLm1dLx4mYcp9uwHW3CWJZP7orZ9G8+iOQPoElPofjG5WQuqI26XrPsO0XbH96VPyOpBsq/dDXp0ypjvg4A5p3HkPxBVAbduOhGNDIumUTa3pPYT7TQ+ZetpNWWR00fE9Rq8q+cT8YlNXS+uEXeaDjWhD4/k+KbVyBJ0nDkqR6AohuXRRWLY0mfPgFUApI/gP1U26iolkqlIisrC6vVesEEjSiKCde9n9OVzpw5w5NPPsldd93FzTffzIYNG1i7di0///nPkzrPt7/9bfbu3cv//M//0NDQwPPPP8+TTz7JN7/5TUAWMrfccgsHDhzgueeeIxgM0tPTQ09PT9zCxM8aO8KWzMn34lFQUFBQUDgfkhUyIUKCRqvVYrFYxu2Uqo36cKqMZf9oVzOVTkPaVLk7e/GtKyn/0lXn3KdCpdVgmlxG0Q1LMRRHjhLlXT4XQash6PKG6xciEbIJjpZilja1En2eHGWZ9PCdUYUMyK5u6VMrkxYy0VDpNKRWFYVTucaSu3I2CHIKnPVIQ8xzhUwAPF0DcY0RknEzg5GOZkNxx6qNejLmTgZgMIZdcQiVVkPl19ahz89CCgRp/+N7MUVW3uWXhI0Gut/ciau9L87cM5nwwE2Uf/kaUqtLyL9yPhqTkaIblpJ3+Vxq/+1LZC2cEnPjOW1qJdoMU/gzkoiQEQNBBrYfASBnyYyEG4kKgkDJ7ZchaDUErE56NuyOe4w+N5Oqb95I+ZevwVheQMG1iwFwt/YyMJzmlrtyNnmr5yY0B5A3DEzV8mfK+vH4z55WqyU3Nxe/34/ZbE44qhKJ0PdVogGSpCMzJSUluN1uVq5cycqVK3nooYeYOXPmOUUb5s+fz+uvv87DDz/MD3/4Q6qqqnjkkUe48847Abmh5vr16wGYPXv2qGO3bt3KypUrk77mp4HV5edYxxCgFP8rKCgoKHyynKuQCRESNH19fRE3ErPm12I9XI+jrh2/zTmqeL3o+qVkzptMSnnBeT+PeGjTUshZNoOBLYexn2qNukMftmWOUvyvNuiY8K2b0KSnovqMOY/q8zJJnzER29FGhg7VkzksEiKRWlWMoFEjBYI46jtidrxPtM9MeB75WTgbOuM6moXIuXQ6lj0ncLf34ek2x21wqkk1UPXNG2h95m3K77oyZpNQQRAo/fxqvP1DZMyujln7MfKYrHmTyZw7Kbx+zVk6M6HnArJpw8R/vBVtdlrCnxFnY6fc30gQyF0ZPToVCX1uBgXXLKRnwx5UBl1c4wWI/BxTKgspv/sqbCeaKb5lRdJr9/SZE3Ccacd2vBlJFMel1Ol0OnJzcxkYGDjnCM3I76tI0eBIJC1m8vLyOH36dDhC0tvbi9vtJiUlca/2kaxdu5a1a9dGfKyysvJTt3u7EOxpGkCUoDrfRGHGZ6tLrYKCgoLC3y7nK2RChNJIIqV9pE2rJG/1XDLnThpXgyKoVZ+IkAmRv3oepupS0mNEU1LKC8heMh19XmbUMdFcnT4LFFyzkKyFU8YVr49FpdOQd/lcNGnGcN+ZaKRUFpK1cArGsvyE5mCqLQeVEDfFLHz+CUUUXncp6bMmxhUyIfR5mdQ8dEdCC26VTkP1g7fFFD2ROJ+0/2jRs2ikTS6n9t++hKO+I6plcyzyV88lY2bir1+Isc8xa+GUmCl0sciYVY3f4iB91gQg8vHnI2jGfl8FAolZvictZo4cOcLQ0BAffvgh27dv53vf+x4nT55k9uzZrFq1KunGmX8P7GxQLJkVFBQUFD5ZLpSQCSEIQsRzqLQaim9aHvd4V1svrb97G5VaTc13Px+xXuV80WaaYha7Oxs78XSbKbszMbOigW1HsBysI21yGYVrL01qLt4BK0G3l5QEBUKipJQXJCwQ49lUh8iaX5tw7QRA1rzJZM2LHhUaiyAIFFy9MOHxI49LeGySQuZCI0kSbc++Q2p1CVnza8fVtUiihLOpK2Y0LRaCWp20kIl6rjGva9Djw9XcTdqUinFj/XYXA9uOYKopJa22nOKb4/+tn4ugifR9laiYOad3PjMzk3Xr1vG9732Phx9+mFtuuYX9+/fz4x//+FxO9zfPTqW/jIKCgoLCJ8iFFjIhBEHAUdeeVPPB8Jw8Pnx9Q3i6zZ/KwtN+upWGn/2Fng27ccepqwjhHRjC1diFs6ErqWtJokT7n96n/icvhK14FT57BL3+xMZ5fAxs/zhmtpCruZuhA3V0vrhlXPqdJEo0/fpV2v/4Pr1v7z2vOSdK0O2l6dHXcTTEN4Doeu1Dmn79Gp1/2TrusfY/vEffOx/R+85HSV0/JGgSqaE571TYpEYDr732Gt/61reYOXMmBQUFfOMb38DhcPCzn/2MQ4cOJXu6v3naB120mF2oVQILJ2R/2tNRUFBQUPg7wGazXXAhAyD5A3S+so2Gn76I5UBd/ANGHhsqLlcJMe1roxFwehjccyLp40KYJpWhL5L/H+55a09Cx4QiIK62XiQx8bT3gW2HcdZ3gCiiz00+peizRseLW+h+cydBt/fTnsoFIej10/3mTk7/4Hf445gjePssNPzfi3S+tIWBbUeijjPvPAYgO9SNiZwJKoHU4R47/VsOxdwM8A5YE3KVi0XQ5aHp169hP9lC82/ejGkAYT/ZyuDw3LUR0itDjT2d9R04m7uTmkciguZCbLwkHeP9+te/zvLly7nvvvtYsWIFM2bMiH/Q3zEhS+Y5ZZmkGc7NxUVBQUFBQSFRdDodwWCQgoKCCypkQG6pojbqEQfdtP3ubdxtvRRdvzShSIs4nDISy044Eu6Ofjnda/8pJH8QQ1EO7o5+XG29mCaVYaopQZthinseQaWi8NrFtD69EduxJlwtPaRUxq4lCS1KRY8PX/8Q+oKsmONB7r3S/eYuALIWTyN9RuzGiCCnKPn6hnCcacde10724qmkT6uKe9zFwm934ekcQBJFtBkmzDs+BklesBdctZCc5TOjpgl2PL8JtcmIaVIpqROKz9nB7mIgSRK2o010vrwV/6AdgP73D0RNnbIda6L19+8iur2gUkUV4UGXJ9xLKXvJ9IjpcflXzGNo/2m8vRY6nt9E9T/fPu58kiTR/OjrBN1eMudNJmtBLcbygqTS7QION02/fk2OPgpQfMuKqP2Ugi4P7X9+H4CUicXkDQuXkaRNqcBQmoeno5/+9w+Q+rXrEp4LxE45u1AR5KTFTF9fYqFZBZlQvcwSJcVMQUFBQeETQKVSkZGRccGFDMiF1lVfW4vt1T04zrTTv+kg7o5+Kr58TdzmiaHd5kTcn6Sg3LdmYPvH4eZ+ACqDDm+vhaGDdTjq2sM7yvqCLEyTykitKcVUU4o2I7JTWcbsGgwluXg6B+h5azcT7r8p5jz0+Vmo9FpErx9XW29cMSOJIm1/fA/JH0CblUbJLSuijvUN2nDUtcs/Z9rxDznCj2nSjKgNOvw2F6LHR9DjQ/T65X97R/x7+P7C6y5l6GAdgkolC0uVCkElIKiHF+DDt4JKIGVCcbhvi+gL4Okx4+kcwN05gKdL/gnY5J18Q2ke1Q/eRsHVC+nffIig00PXq9sZ2HaYwusuJXNe7ajGj0GPD/Pu4yBK9L27D0GtwlhZiKmmFNOkUlKqilHrz4obT7cZv9VB0OWVf9wjbsP/9hB0eym5/TJsRxsBQV7cC8DwrbzYF+SonwApVUXjxKB3YIjOv2zDfrwZAEGjJv+KeeSvWRDhfZToffcjejfuAUm28a74yrVha+KxWPafRvIHUOk0UWuPVFoNpZ+7nMZfvoKrpQfzzmPkLh/taubtGQynqA1sPczA1sPoC7LIWjCFzPmTIzabHYnf7qLpV6/i6RwAQaD87jVh2+pIdL76If4hB4JWQ/kXr4wo1gRBIP+KebQ9+w7Wow14egcxFCSXaRRJ0AAXLBX2nKrvgsEgb7zxBqdOyV1Mp06dyvXXX486yd2Wv3VEUWJ3oxmAZTWKmFFQUFBQuPh4vV40mgtfXB9CnWpkwgM30fX6Dga2HMJxuo36nzxP5X3XxXTDkgKy7a8QQ8z4bU4Gdx5jYMdRAsP9YAD0BdnkrpxF1sKpqA06Ag4XCALOxi4kfwBvrwVvrwXzjqPy+MLs8AI6febEcBRBUAkUrr2Ult+ux36yFWdjJ6kTIzdkDI03lhfgrO/A1dobt0i+f9NBXMOpOGVfuGJUEXjQ48N2vBlHXRuOM+34+q3jjlenGuRoU3UJnS9vw92W2Aayp2uAwV3xe7gA5K2Zz8DWw3i6BvD2DcnhtkgIQFBEpddSuPZScpbNovftvZh3HcNnttH2+3fp23SQ4huWyf2EANEfIHfFbBz1HXg6+pGCIq7GLlyNXfS9uw9UKlIqCzDVlJE2tYKet/bI6XgJPseBLYnVH+WunB0WM6I/QP8HB+h9bx+SX/4MmqZUUHr7qnC/nJEE3V7a/vAutqNNgOz0VnnfdWgzI0f/JEnCvEMW1Znzxhf+j8Q0uYysRVOx7D1J9xs7yZg1cVRU0VCUw5T//DKW/XVYPjqFt3cQb6+Fng276dmwm5QJRbKwuWTSuM0Dv9VB4y9fxdszCCoVFV++OqYdt+1YE5bhtM2iG5ZGfC1CZF4yiZ71u/CZbfR/cJCyLyRmoDGSkYJmYEDe6A8EAhckFTbpb7uGhgauueYaOjs7mTxZdmT40Y9+RFlZGRs3bmTixNhWgX9PnOy2Mej0YdJrmFWW+WlPR0FBQUHh74BPoqWBoFZRcssKUsrzaX9uEz6zjfqfvkTZF66IuuAP9TCJlJIWcLjpemUbQ4fqw6IHAdJnTCB35WxMk8tHpdrkXT6XvMvnIgaCuFp6cNZ34DjTjrOpC8kflHe4ewYZ3HuS6T/9xqhrpc+cgLG8AHdbLz0b9jDxH2+J+VxThsWMu6035jhP10C4Fidn2cxxzlABm4u237096j6VQSeLrsllmCaVYSjODUc6zLuOozLqUeu1qAw6VHotaoMOlV6H2qBFpdehMuhQG3To8zLJnDcZKSgiiSIERSRRQhJFOSImDv8eDKLLSmPoo1OjIkFqkxFjcS6GklwMxbkYS3LRF+WMiqJoM1IpveNy8i67hO71O7EebsDT0U/To69hqi2n6IalpJQXUHLryvB76mzoxFHfIYubzn4QRVxN3biauvH0mFGn6EEAtUGPOkWPOsWA2qhHbdSjSpFvNSl6VEY9+pwM0qdXDWsvCSRJ/rckDf8Mf/YlCd2w7bb9ZCsdf9mCr29Ifg6ZJopvWUHGnJqIqVuebjMtv90Qjo5kL51Bya0rYzrvuVp68HTJi/OcpfFLL4pvWo7tWJMc5XplOxX3XjvqcV1OBgVXLSB/zXzc7X1Y9p1m6MBpAjZX+LXrenkbRTcsI+/ySwDwWew0/vIVfH1DCGoVFV9ZG9O6O+D00P78JgBSa0rJXTE75pwFtYq81XPpfGkrln2nKFy7OKq4i4VOpyMnJycsZi5UTV/SYuZb3/oWEydOZO/evWRny2Ems9nMF77wBb71rW+xcePG857U3wqhFLNFE7LRfsqWgQoKCgoKChearAVT0Bfl0PLbDfgHbbQ9+45cR3PDsnGiJRyZ0Y6PzKiNOux17UiBIOoUPdmXTidn+ay4xfMqjRpTdQmm6hIKrl6I6A/gau3BeaYDx5kOBJ1m3EJUEAQKr1tM82Nv4Dgjp3mZJpdFvYaxQq6bcbf3RWwUCLJQa/vje0iBILqcdIpuXDZujC4vA31BFtqsNEyTy0ibXI6xLD9qvdHEb90c87mPJZHanBCiT65fCgkYTXpKwnUZ+oIsKr96Hc7mbrpf3yELltNtNP7iZab+z1fDkQmNyUjG7OqwVXbA6RkWN+04znRgmlRGzpIZCBr1qFS1C/Uc+zcfouvV7fIvKoG8VZdQcO0i1IbIi+ehw/W0//E9RK8fQaOm5LZVCYmTUKqjoTQv/FmJhcZkpOjGZXT8+QOGDp4ha9E00qdVjhsnCELYhrv4xmU46tqx7D+F9UgDotcftmn2ma00PvIKPrMNQaOm8mvXxa236vzLVgJWJyq9lrIvXpHQ65+9eBo9G/cSdLjp33IoITv2sYiiOKpXlc1mO6fGmmNJWsxs3759lJAByMnJ4cc//jFLliTmZ/73wi6lXkZBQUFB4RNGp9PFtEG90KSU5TPpu5+n9ZmNwwuu0+StnjeubiXkZhbJAEBQqym87lKQJLLm155z0bhKq8FUXYqpupSCa6JHqdKmVpJSVYSruZvut3ZTPem2qIv5kKOZ6PXj7bVE7PXR+95+OSVMgLIvrom4YBYEgcnfvzvhhfvFJH/13PM+R2pVERO/fSv2481yytTs6pgpVppUAxmzJoYjBol0sT8fMuZU07NhF8ayfEo+dznGkuhrMUmSsHx0EtHrR5ORSuV915FaVRT3GkG3l6GDsqtfzpIZCT+f7MXTsOw9ibOhk84XN2P6/l0xP/OCWkXa1ArSplYQ/Jwf27EmTJPLkESRpt+8IQsZrYaqb1xPWm15zGtbjzQwtP80AEU3LotbhxNCpdOSt2oOPRt2DxtBLECdkngj+JHF/nl5eQDn1Fgz4tySPUCv12O328fd73A4Lkqx4V8rHn+Qfc2DgFIvo6CgoKDwyaFSqbDZbJ+ooNGYjEy4/ybyrphHxVeujViAH04zi1Izk3PpdHKWzLig7lfRFpdydEZugulq7MJxqi3qOXR5GaiGF+muCKlmYiAYXhzmrpqDaVLkInHgMyFkLiSCIJA+YwKT/vUL5F81vpA+3rEXE112OjX/cgcTH7wtppAJzaX87qvIWjSVSd+9MyEhA3Lhv+gLIGg1ZC1IvOmoIAiU3nE5glqFz2xj6FB9wseq9Vqy5k0OmzuU3n4ZmrQUJtx/Y1whAzC4W66tMtWWk7NsZsLXBchZPks2xPD4GBiuT0uESK5lyfShiUfSkZm1a9dy33338cwzz7BggfzB/eijj/j617/OunXrznkif2scbLXgDYgUpOuZmJd8XqGCgoKCgsK54PV6CQaDF2THMxkEtYriCOlVIcThNLNE3Mw+CUyTy8i4ZBKpE4pIrY5hAiAIpJTn427vQ/T4xj2u0qipeejz9G86QP6V8y/mlD+zCDFsiz9NDMWJbyarjXrK71qT3PkLskmbWok2IzVmVCrisUU5FN24DF1ORsz6lniYJpVR+8Mvj6pvikXl19bRv/kgmfMmJy0oNakGcpbPImBzkpFgyl8s++VYts1JzSvZA371q19x9913s3jxYrRa+YULBAKsW7eOX/7yl0lP4G+VHfVyitnS6ryLvvugoKCgoKAQQpIkMjIycDgcn7igiYboD5BSVcSMRx6QC9STwNnUhbG84IKLIEEQqPzKtTHH+Cx2HKfbKL3jcnR5mVH/P1cbdBSulSM91qONBOwuUioKMZbmJTQX27EmTLXlMQvNFT45XG29uJp70JgMZM6dHHWcaXIZ+oIsbKda6N9yiLzLLknqOsmOj8ZIIWPefRyVWk1qdQm6nPFNMEPF/K7WXjydA0nVIYHsfJboujaRPjIXQtAk/VeTmZnJm2++SX19PadOnUIQBKZMmUJ1dXWyp/qbJlQvs7RmfG6tgoKCgoLCxUSj0VyQHc8Lgbujn6Zfv0bA6WHqf92blAuS3+ak8ZFXUKcaqPrG9eH6lU8CKRik7od/QPT6Kbt7TUzr2pGYdxzDfqKZ3JWzKbltVdzx7vY+mh9/E3WqgUnf/Ty6nNimB+H5iSJBtw9NamJ1C6I/oIilYTzdZsw7jlJ00/KIItl2tInet/eSMrE4ppgBcHcN0PGnD0AlkLty9qceoerZsJuA1UnpnVeQs2R6xDH9mw7S/cZOdLkZpE2vSmrT/UIKmRDnK2jO+RWvqanhuuuuY+3atYqQGYPF6eN4l+wfrxT/KygoKCh8GlzInPQQgUAg6WP0BVlyIb4ohvvAJIr5w6NIgSCSP4A+yUZ954ugVpNaI9e/OE61Jnyczyz//6+L48QWwjzcH0ZjSkGbPX4nPRJBl4fmx9fT9OhriP7474mjoYPT//F7HGfaEzr/xSb0GsXD2zdE67PvEIyQ3jcWSZKwHKhj6HDs+hO/3UXzb95gYNsR2v/0fsQx6mGBGHR64l5XFxLnohRuNjoW2/FmAg533HMlgiSKuIetoMcS9PjC/Zn0+ZlRz2Earq3xDVjDNtQXkmSETIjz+b46JzHzzDPPMH36dAwGAwaDgenTp/P000+fy6n+JtndaEaSYHJBGvlpiTs9KCgoKCgoXEgupKBxOp34/f6kj1NpNeQskS1uzTuPJbT4BjmSEBI/2UtnJFwTIIkitpMttP7ubfo3H0KSJJp/8wZ9HxwY1VslEUK9Yuyn2xLq3yOJUlJiRvT5sQybB2QvmZ7Qrren28yZ/30B+4lm3K29WI80xJxP77v7aHzkFfyDdtqf35R0mt+FQpIk7KfbaPzVq5z6wbMxF9FSMEjve/uo++8/MrT/ND3rd8U8t6fbTNOvXqXtd2/T+dIWgm5vxHGiL0DLE+vD7l95l82JOE4z7NIVdMUXM9qstPC/fZbxBln+IQctT73FqR/8jt53PiLoTf5vCOTXZHDvSer+8480/PQlAhHm5usfCv87lpgxluWjGTbpsB9vPqf5RONchEyIc/2+Sjre+IMf/ICf//znPPDAAyxevBiAPXv28O1vf5u2tjZ++MMfJnvKvzl2NvQDsFRxMVNQUFBQ+JS5EDnpdrsdh8OB1hOg47lNeIoL0OdnocvPRJ+fhTbDFNOpK2f5TPo+2E/A7mLo0BmyF06Ne82hA3UE7C5QqeI29QN5QTv40UksH50K70672/swVhZgO96M7Xgz3W/swDSpjKwFU+JaCcNZMROwufB0DsStgQnYnOEu84mImaFDZxDdXgS1iuyFU+KOtx5poO0P74Z7oZTecXnUJqUBu4u2P7yL/aQcVTIU51LxlWvHpUFJwSBBjx/R4yPo8Z299crRkEhd5AMON56eQbw9Zjw9g3i6B/F2m5nwrZsxFI6OoEmiiPVIA33vD9tXDzP40SmKhh3lRuJq6aH9+U14OuS1lDbTFI4kjCXo8dH7zkf0bz4EwwvflMpCRJ9/3HsriRLtf3oPV3M3CFBxz9WkVBRGPK86RT426PLGtZBWG/WoDDpEjy+iWHZ3DiCoVYgeHz0bdjOw/QgFVy8iZ+n0iDblYxH9ASwfnaTvvf34zGd7tNhPtIx7773DYkal16JJH+8oGEIQBNKnVjK45wS2483kXR7bqlsSRYIeH0GXF9HtJej2EnTJtzb/2YjT+QiZECO/rxLdPElazDz++OM89dRT3HHHHeH71q1bx8yZM3nggQcUMcPZZplLlRQzBQUFBYXPAOcjaOx2OzabjdSUFPw2C44z7UinOkeNEbQa9HmZ6Asy0edlYSjJHbXQ0mWlkTGrGuvhega2HYkrZiRJkheoQOYlNehG7H6PJOD0MHSgDstHJ3G19Ix6LLW6hKxFU8MOTEMH6wg6PTjq5EaZHS9uIWPWRLLm15I2tSLiwjLU5NJvsWM/1RpXzHgHzqZPJVL7EkoxS59VjSYtJeo4SZTo2biHvnc+AuQFfuV915FSGXkx7qjvoPV3b4dFXfbSGZTcshKVToMkSZz+j98jun0EPd6w+IqEJiMVfV4mzsYuPN3mYQEzKIvMCHi6zWExE16EbzqIr28oPCZlYjH5V8wjffrowvOgx0fPW7sZ2HoEJAkEyFk+m6J1l44XJpKE9XA9Xa9sDwsIXU46JbetilrQ3rNxD0MHzwBQdMOycDPPSITSzKRAENEXiBsV1Gaa8PYM4o8QmUmfVsmUH36Zvvf3M7DtCAGbi86XttC/5SCFay8lc+7kiBsBos+Peddx+kdGFAXInDuZ/DULItpNe4dfZ31+VtwoX9r0Kgb3nMDZ0EnQ4xvVGyno8dHw05dk0eL2RnTxC+EvTIMC+T05XyETIvR91ds73go9EkmLGb/fz7x588bdP3fu3HPKpf1bo9XspH3QjVYtsKDqk83vVVBQUFBQiMa5CJqQkElPT0en1eLM9JNZU4Pe6sXbN4TfYgMJJH8AT9cAnuFcfmN5/rhd49yVs7Eersfd2ouzuTtmLw9HXXv4XJEcn+wnWzHvPobtaBNS4OxiXJudTvaiKWQtnIo+LzN8f+nnLqP4lhXYT7Zg2XdKPs4fYOhAHUMH6tCYjGTOm0zuitnoC84W+guCQFptOYN7TmA/1Ur+FePXPyPxDYsZTXpK3AWwp9uMq7ELgJylkQu1QU51av39u+F0oNSJxVR8dS3aCDvvkijR994+et7aA5KESq+l9POrR70XgiAQsLliLlBRqVAbtKiNeiz7T9O/6WDEYdpME/rCbAxFORgKs0kpLyDo9jLw4ccMbD08qoYkfcYE8q+cR+rE8TbYthPNdLywBf+gHHkwFOVQeudqUicUjxvr6R2k86WtOE7LvYEEjZr8NfPJv2I+Kl3kZe3g3hNhIZi9ZDp5cZqGqkeYKgRdnsTFTJQ0Ro3JSPFNy8ldOYfejXsY3HsSX7+VtmffoX/TQQqvX0LalAoEQSDo8WH+8GP6Nx86KxpVAlkLppC/Zj6GGLVjodQ93YjPfjTSastBpUIKijhOt40SdyqtJvz3Fw2VXv58SKkpSJINi8WCKIrnLWRC6HQ6MjISqztLWsx88Ytf5PHHH+fnP//5qPuffPJJ7rzzzmRP9zdHKCozpzyLVL3iGqKgoKCg8NkhGUEzUsikpaXh8/nQpKVQeN2lZGef3X339Q/h7RvC22cJ3xpKxkcwUqtLMJTk4ukcYGDbkZhipn+LHJVJmVAUMfowuPcE1uFGgyq9low5NWQvmkpqdWnUdDeVRk3GzIlkzJwod24/XI/lo1M46zsIONwMbDtC+syJo8QMgGlKRXgHW/QFoi6Y4ayYSSYqo8tJxzQpchqVp9tM82/XhyMbOctnUXzLiogOXH67i7bfvxs2KzCU5lF577Xjng9Aye2rEFQq1AYdKr0OlVGHesStoFWHd/YH955Al5OOfliwGIpyZAFTmD0+YhIUOfX9Z84u6lUqsuZPJv+KeRF7vvjtLrpe3sbQgTpAFiYFVy8k74p5456jFBTpeWs3/ZsOIgXllLK0aVWU3LZylHAdi+NMBx3PbQLkwvfSz10WN2oxsrN90OmBKJHBEKG6mUiRmZHostMo++KV5K2eS/f6Xdg+bpTd7B59HVNtORX3XsPp//gDwWGzAEGjJnvxNPKvnJfQZyokZmLVy4RQG/WYqktwnGnHdqJ5lJgR1CqKb12J2qCT0+iM8q06RY/aoEdt1COo5e+NwcFBPvzznwkEAuTn518QIRNCo0lsHX1Oq+1nnnmG999/n0WLFgFy08y2tjbuuusuHnzwwfC4sYLn74Gdw/1llikpZgoKCgoKn0ESETRjhUw0VFoNhuLchJoTCoJsXdvx3Cash87gv2k52ozx0QVvryUchYjWhyN78TT8VifZi6eSMbtmVIpMIqiNenIunU7OpdPxDdoYOlCH/XQbpkml48am1ZaDIKccORs6SZtaEfW8YTETp14mlIIFkL1kRkQB5rc5qf+/FxE9PgSNmpLPXUbOpdEjOG3PvhOOVuQsmymLnihWzInULIXHLppG9qJpCY0V1Coy503GvOOoHAG57BJ0MRzaAjYXQ8OiNLW6hNI7V0ePPKgEXK29SEERbXY6JbetJH3GhJjCxNtroeXJ9UhBEX1hNpVfuTahOhVNylmRFnRFNhMYiS5LdjTzJWgwYSjKoepr63A2d9P9xk6c9R3octLRpBoxTSrDdqyJnGUzyV89Nykrc184zSwzofFp0yplMXO8eVxtUN6qyOYIkZAkiaysrAsqZJIhaTFz/PhxLrlE/nJpbGwEIDc3l9zcXI4fPx4e9/fYKDIoSuxuNAOwRCn+V1BQUFD4jBJL0CQqZM6FrPm1dL+xk6DTg3nnUQqvXTxuTP/Ww4CcMpYxK3JdQ9qUinBx/vmiy04n/8r55F85P+LjGpMRY1kB7rZe7KdaY4oZ77CTmT6OmLF+3Cjv+KsEshdHFhba9FRyV8xmcO8JKu+7LmYkC6Dk1pU0/vIVim9ZSda82L1RLib5axaQv2ZBQv1vjCW5ck1MioHsS6fHNJEQBIGS21cxtO80+Wvmo9LFd7fr33qYoMuLxmSk6v/dMCriEgtBrQ4X9SfkaJYZiswk55aXWlXExH+8BfvJlvCGQPFNyyi5fRXaGDVUkQi6PGH7Z31eYj2R0qdX0f36DgJWJ56Ofoxl+UldM4ROp0OrTcxt8GKQtJjZunXrxZjH3wTHO61Y3X7SDBpmliSW56egoKCgoPBpEEnQOJ3OiyZkAFQ6LdmXTqf/gwMRc/IlSQo7MuWunB1OZfm0SZtSIYuZ07H7zSQamXE1ybUy6dMnoM2IvvNeeN1i8i6bE9McIIShKIcp/3nvp94YM9EmniGiichIGAqyKYzggBaNkltXImjUZF5SE1dgjkWdokf0+Agk0GtGOxyZ8Q85kEQppigbiyAIpE+rCv8eK5IVC+8Ik4VIqYWR0Bdmo8tJx2e2YTvZcs5i5tNqyBtCKeq4gITqZRZPyEHzGfkCVlBQUFBQiMZIQdPd3Q1w0YRMiLxVc8icN5mUCAsnQRCY+MBNuFp6El6QgVz4LgWDF20hn7WgFkNxDqbJZTHHld5+Gd4Ba8TC9ZGU3LaK7KUz5IagwSAIqogLYEGlGiVkRH8ABCFizQww7vmLPn9CEQyAoNuLyqCLm1kjN0CVLqrQjGeHHB4nSrINc5Q0Q0GtouSWFeGxyYiMgjULkIIiqRNiR8RAtr0uvH6J7LoniUD8VLZkkEQRBCHma6LLzaD8nqvxmW2jDAxiIQgCxbesRJ2ij/uZ/SyjiJkLSLheRkkxU1BQUFD4K0Gn06HX6/F45B3o1NTo/SkuBNpMU9Q6AEmS8PZZoloOR6Lr9R1Y9pwgZ+VsCq9ZdKGmOQpDUQ6Gopy442LZ/Y7FWJzL6X//Pd4+CyWfu4zc5bNijj/x8JMErE4qv76OjJkT455ftmD+AyqDlpJbV8m1PzFofOQVfIM2im9aTvbiyDUyve/uY3DPCfKvnBduhJoorrZeBncdp3Dt4riRpu43d+Ju7yfv8ktIn1oZdUz/poOkz5xA5Vevi3ouT88gfe/vx9NtpuZf7ogpCKRgkL4PDpIxcwI5y2Ym9LxAth4vWLMg4fHjrhtHvFkP19P1+k6yFtRStG7JuMd9gzZ6Nuym8LpLo/YdikbGrPifpUgEvf6EG9lebJTwwQXC7QtysFV2kViiFP8rKCgoKPyVYLfb8Xg8GAwGBEFIqvP2SCRJove9fTgbO+MPjnS8KNL50lbO/PefcTQkfg7R5yfgcIeL38/p2pK8w38u+K0OWp99J1yvkNR1kYDE6oxD0ZiAzZnQuX1mG36LHW/3YLgJZNR5iCKeHjNBpwdVDDMFT9cAvv6hsPtYokiSRNfL2zDvOErLkxtijhX9AQZ3n8BxqnVc76CRqHRapKCIzxzbQUz0+rDsPYm7tTfm+QBant5Iz/pdtD+3CUmUYo69EEiSRO87H9H1ynY54hWFoQNn8A/acLf3jz+HKNL4yCtYPjpF9xs7L+Z0w9hPtXLq+8/gaOj4RK4XD0XMXCD2tQziC4qUZBqpyr24u1oKCgoKCgoXgpHF/jk5OeTm5uL3+5MWNEG3l5YnN9Dz5i5ant6I3+pE9Aewn2oN2+jGPYfHJ48PBGl54k083eaEjjNNklO/XM3d5yRInI1dNPzsJTpeSr4mWBJFWp58i6H9p6n/yfO4O2P35hh/guEFbAJiRpMZqstITMw46+WFpsqoj9/ss38o3DwzUjPGEJnDxgKOMx34rYnNA+TIgnO4p05BnOiZ7WijbE0sCFEjRHC2tiSeHbKxvADD8HMa3HU85tjcFXJ0zNXcjXnHxzHHni9SUKTj+U30bNjNwNbD4YaeYwm6vdhOyO5+mfMmjXtcUKkouHohAEMH6sKvcyRsJ1oIuuO7s8XCdrKF5sffJOhw0/mXbZ+I6IuHImYuELuG62WWVOf8XTq5KSgoKCj8dRHJtSxUQ5OMoPF0m6n/yQvYPpYdTtOnVaFO0WM/0ULTr1/j5L8+RedftuJs6oq5+6xJMTDhgRvRpKUQdHlpevT1qE0IR2KaVCZbJwfFmAu5cfPuHaTltxto+NlLuJq6sew9iXe4gD8Sos+Pva6Nng27afj5X+h+cyeCSkXuqjkIWg0+s42Gn76I9UhDwnNATFzMhJpk+hOMzDiGxUzqxGKEOAXanmERptJpYpoXpE2pQGXUgyRhPVyf0DxEf4Cu13YAcuPMeC505p3HhsdWyTUoUdBmy48F7C5EX/Sm7YIgkD1saT10sI5gjGahabUVZC2S3eW639iJbzCyUOp9ey/mHUdxNnadkzgIenw0P/FmWFxlzq+Nmu4VagwrDPdJikTWwqnh4v2uV7dHFBj+IQfNv3mdE9/9LS1Pb8T6cSPiiIaziWA70UzLE+uRAkF0+ZlUfeN6BJVAIBD99f8kUGpmLhA7hutlltbE3v1QUFBQUFD4tIllv5xMY82hg3W0//kDRK9f7oVy2ypylsq1FK62XkDuJTKw7QgD246gy0knc95kMufVRowA6HMzqfrmDTT+4mX8FjtNj75O9YO3xrTU1aQaMJbm427vw1HXHnex7Lc56d24F/OuY2ExYSzPp+jGZaMcr4JeP67mLhxnOnDWd+Bq6RkVZRK9foquX0rWvMno8zNpeWI9/iEHLU9uoGDtYgquWhi34DwcmEmgMD3UkyeQYC+TUGTGVDO+d85YQmJGX5QTU/iotBoyZk3EsvckloN15K6cHffc/ZsP4R+0gUpF8U3LY4719g3hqGsHiFuTM9L1y2+xxzSMyFowhe7XdyB6/QwdPEPOkuj9eopvWo79eDMBh5vOFzdT+Y3rR21Si/4APW/vPStEkYWVoTgXY3EuhhK575K+ICtyc1Ork+bfvIG7vQ+A/DXzKbxuSdTPwNBBOaUvbVrluCalIQSVQPGtK2j8+cu4Wnqw7D81rpeQq60XQa1G8gexHjqD9dAZ1Cl6MubUkDV/CqnVJTE/h7ZjTbQ89RZSIIg+P4uJ/3iLXPs2OIjf78fpdH5qfWaUyMwFYMDh5VS3DYBLJ8YvEFRQUFBQ+Nvg61//OoIg8Mgjj8Qd+9hjj1FZWYnBYGDhwoXs27dv1OMej4dvfvOb5OTkYDKZuPnmm+nt7b3gc06kj0y8CI0UFOl6dTutz7yN6PWjzTRR/eBtYSEDULRuCbU//DKF65aEe2j4zDb63tvPmf/+E3X/+Ud6392Hd2Bo1LlTygvkgm6VCk/XAM2/3SC7eMUg5DJmr4teNxP0+Oh5ey+n/+1ZzDuOgiihy0mn/J6rqfmXz5M2uRzRH6D7zV3U//RFjv/Tb2j61Wv0vbsPZ2NXWMgYinPJWTE7nNoTmnPNdz9PykTZEar3rT20PvNWzCiA/EKG1EzsYQCajMQjM75BOz6zvC5JRMy4h22yjQk0Pw2lmrkau6JGLkL4rQ763pM/57krZ8d1qDPvkqMy2kwTadMqY47VZqaGI1q+QVvMsZpUQ9icYXB37FQzjclI8W2rALAdb8Z6aHT6V9DtJa22YpSJhX/Qjv14M33v76ft2Xc4899/4tg/PkrTY2+MOtbTbab+/16UhYwgUHrH5RRdvzSqiAi4PNhPyXbgmXNj9w4yVZeScUkNIEeVgt7RKZcZMycy7cf3UfbFK+W/F0FuCDq46ziNj7zMqf/vabpe+xB3e9+4CKr1aCMtT26QhUxBFhO/fcuo56/VanE4HNjtsT8PFwslMnMBCKWYTS1KJ9cUu8hOQUFBQeFvg9dff529e/dSXBzf0vSll17iwQcf5IknnmDhwoU88sgjrFmzhrq6OvLz5fSQb3/722zcuJGXX36ZjIwM7r//fm666SZ27dp1weacTEPMsRGa9HR5JzzgcNP4h81nd/4nl1Hx5WsiOlTpczMouGoBBVctwN01wND+OoYOnMZntuHpNtOzfhc963dR+x/3oM/LDB+XNrWCsi9eQfsf3sNZ30HbH96j4svXRF30mSaX0b/pIO62PoIuz6hIjhQUGdx9nJ6NewjYXACoUw0UXLWQnOUzR9kZCxo1g7uPE7C7wvcZSvMwVZdgmlRGanUJGpMx4hy06alM/Idb6HxpC4O7jmM93IC3b4iqr69DlxMldSuJmplQZCaRWpVwvYxem1DvkFDPH0OMepkQaZPLUJuMBB1uhg6dIX/13Khju9fvRvT65df7moVRxwGIgSCWPScAyF4yPW5qnKBWo8004bfY44qq0DmHDtThau7G0zUQFtiRyJw7CctHp7CfaKbzL9sw1VaE++do01OZcP+NAAScHjxdA/JP5wDurgE8XWZEjw9EEUF99n111HfQ8sR62QJbp6Hi3mtJnzEh5pytRxqQgiKCVkP69KqYYwGKbliG7WgTAauT/g/2U7h2dE8edYqB7MXTyF48Db/VwdCBM1j2n8bd1ot/yEH/poP0bzpI+ZevCTdetX7cSOvTbyEFRfSF2Uz8h1vCn8UQGo0Gk8mEzSaLygtl7e5yueIPQhEzF4SQmFmqWDIrKCgo/F3Q2dnJAw88wHvvvce1114bd/zPf/5zvvrVr3LPPfcA8MQTT7Bx40Z+97vf8d3vfher1cozzzzD888/z2WXXQbAs88+y5QpU9i7dy+LFp2/5XAyQibESEFjsVjQq7W0PLEe/ZBs45x3xTyK1i1JqOeIsTgX4/W5FK67FFdLD0MH6hg6WIcmLWWUkAmRvXAq/iEHPW/uwnroDF0ZqRTfsiJiXWrqxBJQqUAUcTR0jqotCDjcdL26HdEXQNCoyb1sDgVXzo+YuiYMF52LgQCmmmHxkkQTSJVGTennV2MszaPz5W14Ogc48+Pnqfzq2rBRwUhCO+CJ1NqGmmsGbC4kUYy52A+5TKVMKI773gQ9vnCzz0TEjKBWkzmnBvOOowwdqIsqZlxtvVj2yuKkcO2laGKkCoJc+B8IFf5fGj0NbCTa7DT8FrucxhYHU01ZuEGkefeJcP+ZSAiCQOkdl1H3n38kYHfR/dqHlH3xynHjNKkGTDWlo6JfkiTht9jxdA6EneEsB+po/+N7SIEgmrQUqv7f9aRUxLcfD5kCpM+YELWXzkj0uRnkXX4Jfe/tp++DA2RfOj1qE05thom8yy8h7/JL8PQOMrS/Dsv+0/gtdtKnyqma1iMNtDy9EUQRQ1EOE/7h5nDt1lhSU1PRaDQXTNDY7XaczsTqw5Q0s/NEkqRwf5mliiWzgoKCwt88oijyxS9+ke985ztMmxbdbSmEz+fj4MGDrF69OnyfSqVi9erV7NmzB4CDBw/i9/tHjamtraW8vDw8JhJerxebzTbqJxLnImRChARNIBDAH/ATcHtR6bVUfHUtxTcuS7p5oiAIpFYVUXLrSqb+z1ep+sYNUcfmXzmfnBWzARjYehjL3pMRx6kNOlKq5MVhqOYihDYjlbwr5pG1aCq1//4lim9YFrMGp+iGpZTcspKMWROT7mYP8vPLXTGbCQ/chDrVQNDpiR5NScbNLLQbLkkE7LFtoB3J1Mt0mxl2iE4ozQzOpjy523pHdZ4PIUkSXa9sBwn0Rdmj0g+jYd5xFID06bEL/0cSGueL42gGcl1JSCRZ9p2Km7qoy06ncLiny+CeEzFTGEddRxDQZaeTPmMCpppSJFFicNexcIpW9Xc+l5CQCdhdOIavmTl3vItZNPLXLECTnoLkDyZs1WwoyKZw7WJq//1LTP7/7kKdYiDo8tD+p/dlIVOcy4R/vCWqkAmRlpZGeno6NpvtvFLOQt9Xifa8UsTMedI84KTL6kGnVjG/MvvTno6CgoKCwkXmJz/5CRqNhm9961sJjR8YGCAYDFJQUDDq/oKCAnp65L4XPT096HQ6MjMzo46JxI9+9CMyMjLCP2Vl43f/z0fIhNDpdGRlZYFaRcmtK6n5lzvInFNzTucaiaBSocuOPidBECi5dQUZc2owTS6L2ZQybTjy4Yiw6Cy4ZhHld62Jukt9MUibXE7NQ3dQctuq6I0Mz8HNDORalGj4rQ58wwLDVFMS97yhFDNNekrcZpYhUquLw+IqVKA+Em/PYLinS8nNK+MK3lGF/wkInxBhe+YE0swA2epZEAg63NiONcUdn7tiVriBqzOJ3kcjEVQClV9dS/biaVT/0+2jTCZiYT3SAKKESq8lfVr8FLMQaoMuLMJsJ1rw2xNL1QL5702fnymfJ8VA5deuI6WqiIn/cDPaBD8b5ytoRn5fpaQkdk0lzew82TmcYjavMgujbrxrhYKCgoLCXy/PPfccX/va18K/b9y4kV/+8pccOnToM2HD//DDD/Pggw+Gf7fZbPzXf/1X+PcLIWRCaLVadDodabXlGLI/uc07QaWi/EtXAYyqbxmLaXI51mNNpE0uRxKlUfU1n9Z7pc/NRB/D8Uubk47KoEuok7o61YA2Ow1NqnGUk9ZYRH+ArAW1uFp7MSYQAVDpdaRUFY2rg4iFoFKRs2Q6vkE7pknjoz+Gohxq/+1LDB2sI21qbHc5kKNOpZ9fje1oI2lTKxOehy4vE11eJtosU/zByMYCOUumo8k0kTohfq2boFJR9oUrCDjcEdMEE0WdYoiYphYLY0UBOUtnIGjUqHTJLdezF00jYHWSvXRGwiIkEqZJZVT/8+1J//2EvmuSTTkb+32l1Mx8QoRSzJYoKWYKCgoKf3OsW7eOhQvPFi6//PLL9PX1UV5eHr4vGAzyT//0TzzyyCO0tLSMO0dubi5qtXqcM1lvby+FhfJis7CwEJ/Px9DQ0KjozMgxkdDr9ej1kY1nLqSQCTHSotnTM8jgruMEPV7K7rzigpw/6nWjiBhJknC392E9VE/BtYuY/L0vxD2Xp9tM/9bDSEGR8iQWmD6zDb/NSWpVUcLHxGPSQ59PeKwgCEz9r6/EHafPzaT8S1cndE5JktBmpFJ43aWk1ZbHHe8btGM9XI+xIn9ccflYdDnp5F85P6F5qPVacpbOSCoqA5CzZHpMm+VIlH5+dfxBI4hlFHAuDHz4Me72PtKmVsaMbuoLskmdVAZJNK8NIaiEUW5758NIIdP3/n5EX4D0mRNIKS+IcVTyguZ8vq+UNLPzIBAU2dModyhephT/KygoKPzNkZaWRnV1dfjnvvvu4+jRoxw5ciT8U1xczHe+8x3ee++9iOfQ6XTMnTuXzZs3h+8TRZHNmzezePFiAObOnYtWqx01pq6ujra2tvCYZHC5XBdcyIwlYHPSv/kgg7uOx60/iIR3wIqz8dxSd8JzsLuo/8kL9L2/P2xhm8gxgzuPYdlzIqnu5T0b99Dwfy/S/twH5zrdpAl6fAm5l4VwnGlPqhFiz/pdNP7iZbpe2R6zoWmI9j+9R9er2zHvOBZznKdnkM5XtiGdw0L8rx3L/tO0PvtO1L8J27FmBncdj9vgte/9/bT97m16NuxO6L05X6RgEPvJ2H9D5p3H6H17b8Ipd4mmnJ3vxosiZs6Do51W7N4AGUYt04oTy4FUUFBQUPjrJScnh+nTp4/60Wq1FBYWMnny2T4Ql19+OY8++mj49wcffJCnnnqKP/zhD5w6dYpvfOMbOJ3OsLtZRkYG9957Lw8++CBbt27l4MGD3HPPPSxevDhpJzONRoPT6byoQgZAO6JIO1YNRyRcLT00/N+LNP/mTbkAHUY1pEx4Dump4TSnoQPjazciIYyI8kgJLvw9vYNYPjoFEHdH+kIhSRIdz2/izI/+jONMR9zx9ro2Gn/1Kk2/fk12BUuAjFlyDZKnawDHmfY4oyFjOJJgO9YUdbHutzpo/MXLDGw5TPtzm+IKRkdDR8Ki8pNY1J8PjjPttP/xPYb2n6Znw+6IYzQm2VQiGOc9ChX9+8y2cP3RxSLo8tD02Bs0PfaaXKsTgYDTE3a9M5bHt/sOEU/QXIgIsiJmzoOzKWY5qBPo3qugoKCg8PdBY2MjAwMD4d9vv/12fvrTn/KDH/yA2bNnc+TIEd59991RpgC/+MUvWLt2LTfffDPLly+nsLCQ1157LelrazQaUlNTL6qQAUY3DbQkLmasHzfS8IuX5V4ugryQAmh69DWaHn0dy/7TiD5/nLOcJeSsZTvaOK5RYCRGdmUXA4lFlHo37gVJbrKZtTi+gx2AJEo4GzvpfHkbzU+sT+iYs8eK+Mw2bMebCdhcNP7yFXrf3Rdz0e9u7QVRwlnfQf3/vhAu7I9FSmUhKcNpcwNbDscdnzG7GgQB0eOLGgnTpKeSOV9+Tyx7TtDx4uaoIsTV0kPjz1+m7j//gHnHUURf7Pej4acv0fb7d7GdaEEKJh6BioYkSeHPXyx8FjsDH35M6zMbo0abQg1eQ/1Y8q9aEHFcqE9RwBlbzBiLczEUyY3Yh/afjjvHc8XbN0T9/72I43QbSET93LjbhtNkBTCWJi5mILqguVCpsErNzHkQKv5X6mUUFBQU/n6JVCcT6b7777+f+++/P+p5DAYDjz32GI899th5zScQCCTsAnQ+qLQaNCYjAYcbfwLWuAD9Ww/T9co2kOSaiqpv3oihMBuf2Rp2s7KfbEGl15Ixp4ashVMw1ZRFbZYJ8gK748UtiL4A9uNNcTulj4rMJJAe5+4aCDt2FVyzaJQYGoskijgbuhg6XI/1SD2BESliPrN1VPPMoMuDt38Ib78VX/8Q3j4L3v4hfP1WMufXUnLLCiZ9905ann4LT0c/Pet34WzqovzuqyJaRudfOR9tdjrtf3oP34CV+p++RMU9V8dtzJh32Rxan+nGdrwJb99Q2M0qEtr0VEw1pTjOtGM9dGZUP58QgiBQfPMKpICI+cOPGdx5DEGtpuS2leMKye2nZec5b6+Fjhc2071hN7nLZ5KzYva4wnV35wCu5m5czd1Y9p1CbTKSeckkMudNJnVCcczPiBQU8Q1Y8fQM4u0dlG975Fttlona7989erwo4WrtwXa8GduxJjwd/eHHclfOIXXiaPMA/5CDpt+8gej2oklPYcI3b4zaV0cdEjNx7LUBMudNpmfDboYOnZF7LI3pLdT8xHq8fRZ0ORnoctPl25x09LkZ6HIzUBtjN3J3nOmg5akNBJ0eBI2a0jtXk71wasSxrlZZzOgLsxPqeTOWsTU0oX9fiAiyImbOEac3wOE2CwDLqvM+5dkoKCgoKCjIBBKMNlwItFlpspgZih2ZkUSJ7tc/pH/zIUB2aqr6xvVhu2FNeioVX10b7rouev1Y9p7Esvck2qw0subXkrVwSnineiQak5G0KRXYTzQzdOBMXDGj0o6IzPjj7+73vrVH7peSn0XWginjn1tQxFHfgfVwPdYjDXLEaQSG0jwy59Tgszrp2bAbb78Vb/9QzDQjX/8QAPr8TGr++XN0vryVwV3HsR9v5syPnqPyK9eGLYNHkjVvMvrcDJp/u56A1UnzE29SdONy8i6/JKojVcbsGrRZcvPJgW2HKbltVczXI+OSGlnMHJVTzSKZMwiCQMltq5CCQQZ3Hce8/QiCWkXxzctHzaPgqgWkT6+if8shhvafJuhw0/v2R/S9f4CshVPIu3wuhkLZOU+bZaLkc5cxdKAOZ0MnQYcb84cfY/7wY7TZaWTOnUzW/Npw48/ejXvwdJvx9sgiMVpKoa9vCCkoIvoD2E+1YjvejP1487j3UW3UkzatEmGMs1jQ46P58TfxD9pR6bVU/b8b0OVEtwAPRWaCcSIzcFbMBGwuHPUdpE0ebdLg6TbLQrhnMOLx6hR9WOiUfeHKUeLGvPs4nS9sRgqKqE1GKu+7DlN1dCtvd7ssZs4nzXKsoLlQqbCKmDlH9jUP4g9KlGUbKc+5+DtgCgoKCgoKnzW0WSbc7X0xmxaKvgBtf3gH62E5Fz995gTK77lmlB2xSqshc04NmXNqCDjcDB2sw/LRKVwtPfgtdvre30/f+/sxluVTcPXCcf1mMudNwn6iGduJZoJub8wdaWFEZCVeZMbV1huuISi4dtG4finmHUfp3rB7nDAxluWTcYn8fPT5WYBcFG/ZNz5dSGXUo8/LRJ+fiX7YathYcjbjQ6XTUHbnFaROLKbjhS34B200/Owlim9eQc6KWeNESkplIZMe+jzNT6zH3dZL92sf4uk2U/q5yyILD7WK3BWz6H5jJ4N7TlB43aUxX7+M2dV0vrQ1nGoWKToDsqNW6R2rkYIilr0nGdhyCEGjouj6paPmbCzNo/yuNRStW8LA9iOYPzxK0O1lcNdxBncdJ216FfmXzyV1Uim5y2eRu3wWvkEbQwfPYNl/Gk9HP/5BO/0fHKD/gwPoC7MpWrcEy0en8JlHN5EVNGr0+VnoC7MwFGajL8zBUJCFefdxuv6ydVzdlr4gi/TpE0ifMYHUiUUI6tFROSkYpPXpjbjb+0AlUHHvtXEX+5rU4chMAnVN+rxMjBUFuFt7GTpQN07MlNyyAm/fED6zFd+AFZ/Zhs9sDafrBV1e3K4+3J0DVNwr/71Jokj3Gzvp33RQvkZRNlXfuCFu/xtXax8Axk+oZiwZFDFzjuwYrpdZqkRlFBQUFBQ+Q2g0n9x/7dpMeVc1WppZwO6i+Yn1uJq7AchdOTtiusxINCYjuStmk7tiNt5eC5Z9p7Dskxem7vY+gm7vuGMyZk6kQ6tG8gexftxI9qLIqTIwOs0snvNXz1t7ALlvSqSIj8qoDwuZlMpCMubUkDGnGn1u5rixupx0MufXos/LQJ+XhW5YvKhTDQn18cheNA1jWQGtT72Ft89C51+24mzspPTOK8al/WgzTVQ/eCvtf3pfXvTvOYGvz0LlfddFbIyZvWQGPRv3Inr9DO45Qd5ll0SdhzY9ldTqEpz1HVFTzUIIKoGyL1yBFBQZ2n+a/vcPoFKrKbxuvK2zNtNE0fVLyV+zgME9JxjYcgif2Yb9eDPutl6m/Oe94fdOl51O/hXzyL9iHp5uM0MH6rAcqDsbpVAJZMyuIeDyYCjMloVLQTa63PSIn72g1y8LGZUKU03JsICpCgvRSEiSRMcLW7CfbAGg9HOXkT49fnPLUJqZ6PUj+gJxe8hkzavF3dqL9XA9JbdfNirNMVIKoSRJBBxuWdwMCxzR40NQqQh6fLT9/h1sR+WGoWlTK6m495q46WgBuwv/oCwMUyrOXcyMrJGB5PvQREMRM+fIroaQmFHqZRQUFBQUPjtoNBpcLtcnUjcTalYYyQBAkiSaHnsdd1sfCFB80wpyL5uTVAM+fUEWhdddSsG1i3E2dTK073TYUWskaqOe9OlVWA83MHSgLqaYUWkSq5lxNndjP94MQMHaxRFrMtKnV1F883IyZtfETC0COfpUcU9i/V+iYSzJpea7n6f9zx9gPXSGoYNnSK2RIxbjrqfTUv7lazAU5dDz1h6cjV20PvsOE79187ixmlQD2YumYt5xlIGth8ldOTum4My8ZJIsZmKkmoUQVCrK71qDFBSxHjpD7zsfIWjUUfugqA068lbNIXfFLKwfN9K/6SDpMyZEvYahKEf+jKxdLEcwDteTNqUipsgaS2pVERVfuZa0KRVxF/Yh+t7dx+Du4wDkr1lAztKZCR2nSTOG/x1wutHpYi/kM+dOouu17QRdXhynWuPWQAmCgDYtBW1ayrieSB0vbA4LmdyVsym+ecW4aGMkXG1yVAaVgLH03DbxoxX7XwhBo7iZnQN9Ng91vXYEAS6dOD5/V0FBQUFB4dMiEAjgdDpj9nW4UOhiRGYEQaDohqWoDDoqvrI2Zt1GPASVgKm6lNLPr45afByKnNhPt8ZM4RmdZhY9MhOy1jWW5YctjMeiNujIu3xuXCFzIVEbdFTcew0lt60iY3Z1zEW0IAgUXLOIiq+uRZORSsmtK6OOzV05G5CtgEML3mjIrmbEdDUbNQ+1iop7rpJfR5WALk5KE8giKHNODTXf+Rz5V86LP14QSKkspPjGZTHFVbT5ZV4yKWEhI4lys1aAzPm1FK6L3UB0JKE0M0gs1UybaSK1WrYftyRoPx6NonVL0GaaKLn9MkpuW5WQkIGzTmaGwhxUOm2c0eOJJmQS7UMTDyUycw7sapSjMtOLM8hKTd7RQUFBQUFB4WIRCARITU29YCkcsQj1mgk43BF36NNqK5jyn/dGdN+60KRPr0Kl1yJoNXh6zJiGF4BjEVQCgkaNFAhGtWaWRIm0qZW4O/opjBKV+TQRBIHclbMj1sxEInNODenTqmKmNBmKckibWoGnxxK32aU2I5XU6lJczd1hs4K4c1arKb/3GlzN3ZhqIr83UY+NESX6NBBUAhVfuRbzjqNkL5mRlEhXpxhAEECS4vaaCZE1bzLO+g4CNieSJJ3zpoAuJ53J//alUfVqieAejswYzyHFLJ798lhTgHP5vlLEzDkQrpepUVLMFBQUFBQ+e6SkpKDX6y+6oDGW5lL1/25Am2mKusurSTXI/TyGm+7pC7IS3gFPBpVOS/U/fw5DYXbcHefKr69DUKswlkROmRFUAvmr55KzZAaSlFwzT2dzN2q9Fl1uxjntYidDMovaeLUZAGV3rUGTakxox77s86vRpKck9V6qNOqkhcynjSSKEcWUoFKRu2I2YiCIt8+C3+YidWJx3PdEUAlUfeN61EYdhuLE1pGZ8yZjqi1Hn5d5Lk9hFCOFjCRJuFt7MZTkxoxmlX/5ajzd5pi25JFItI/M+QoaRcwkiSRJSr2MgoKCgsJnngux4zkWccyOvTrFkFDRsxQUOfHQb0GSmPDATaRNqTjvuURipAvYWPxWJ+oUPSqthvSplXHPNXToDD0bdmMsy6fiy9ckdH1JlGj46YsgwYRv3URa7cV5nheLkFV2IugLohfHf9YZ2H4ETVoKmZdMijlOEiUafvYXUioLKbhqQUTzBE9HP/X/+wIA03/2/6KKO0/vIH3v7KP0ztUJ/c2MRG3Un9MGgLdvCF1eRlSB5TPbqP/fFxA0aib/f1+Manig0mqStmROtiHm+Xxffbbidn8FNPQ56LV50WtUzK346/1DVlBQUFD42+dC5aQD+P1+fD7fOR2r0qjDKWneBNOSRiIFg3Rv2I1z2BUtWfxWJ42/eJnmJ9Yj+vwJHSN6/Xh7LQwdqsdvjd1H5+wxPhhudq+O0jRR4dPF1dZL58vbaX16I4MfnYw5dujQGVzN3QxsPYx3wBpxjCb9rMAJ2FwRxwScHup/8gKWfafoWb/r3CefBPa6Nur++090v74DSZIijnG19AByzVCkOibzrmMEXZ7kr52kkAlxrt9XiphJkp3DUZkFVdkYtMmF2xQUFBQUFD5pLoSg8fl8WCwWJK+f1mffwXasCUmMvECKhj5PXiz5oiwKo+HtH6LhZ3+h752PaPvd2xGtmeNhP9mCt8+C41QrTY+9QdATX5Rlzp2MOtUAooh51/GErhN0nZ1bsjvpoi+Aedcx6n/2UkLzu5j4hxz0vrcPZ1PXRbtGtAX2uRJweej74ACNv3wl6mcz6PXT9rt3QBTRF2SRMXu8M154fsFg2AQifdbEcc5gIUZGa/x2Z+QxqQbyLpsDQP+WQzjOtCf0nM4V+6lWmn/zBpI/gPVw/ajP5UhClunG8oJxqXS2Y010PLeJ0//5R4YO1yd+7XMUMiFGfl+5XJHF4ViUNLMk2VmvpJgpKCgoKPx1cT4pHD6fj4GBATQaDYLNg3ugh+bH30RfmE3e5XPJWlCbkHuULjcD6trx9ScmZiRJwvLRKTpf2oLolaMpGXNqEDRqHPUdIElo0lLQpKWgTjHELNLPXjyNoMdH18vbcNZ30PTr15hw/40xBYdKpyH70un0f3AA846jFKyZP65p4lhG7mInKmZ8g3a5k/2uYwSd8vGWj06Su2J2QsfHQgoG8fRYcHf04enox93eT8E1CzFNKhs3VvQFsB5txLL3BPZTbSBJZC2oJXVCceLXi1KcLokinp5BXM09uFq6cbX0kDl3MgVXLYh6HtHrJ2B3yT82F+kzqiK+/p6eQQa2Hsby0clws0j7ieaIFsZdr2zD22dBUKsov+fqmIXw5l3HZXMDQaAoQl+cECqtBpVRj+j2Ro3MABRcvRDb8Rbcbb20/fE9Jv/rFy9K7ZjtRAstv12PFAiiy8tg4j/cEtWAIxSZSakqHPdYwOFGpdMQsDppfeothmZVU3L7KrSZpqjXPl8hEyJ07ODgYELjFTGTBP6gyN4mMwBLFDGjoKCgoPBXxLkImpCQ0Wq1pKWl4VY5SEnPgfpevD2DdDz3AT0bdpG7YjY5y2aiMRmjnitUvOwdGIp73aDLQ8eLWxgatqLVZKRSfveacA1K16vbww5LAKgENCYjmvRUNCYj2vSUsNDJWTEbtV5L3qo5qLQaOl7YhKu5m8ZfvsKE+2+KOefc5TPp33SAgPX/b+/O46Kq9/+Bv87s7CA7soqpuIBrRGSa+g29lnqvmX1zwV+LddWrVo++thlaN+1WN83uN29pSddMy66a5XbV3MUFBYUvioqIG4soMKwDM+fz+wPPgYHZGGYYht7Px4OHzsyZc96f+Sjn/Z5zPp9PNSoyrxhcOFMv7lrLrswwxlCddxulBzNQkXkFuH8lgZNK4D2kF9yiuyPv8y2ovV7cWBxIOIDjxL/rPydB9CtPQaKQo+5WY8FSe/NOYwFz+y5Yi4VBPfpGiMUMYww1+YW4dyIH5WcugW8ev5sKMm933PntLMpOXwTT8WA6HZj2/p86Hkyr03s+8sUn4DWwJxoqqu4XLvd/CorEglRQ7e2BstMXUXe7FNrKWmjV1dBW1aJB3VjAtFwDKOaDF6C4f6si4xkqL1xD6YEMVOY0TQ0tUcrh81A/KIO7tfrMyzMu4979K2xBExJNjgHh6xtQvPMEAMAnPsbsQH25hys0ZooZTipF+KyxuLT8OzTcq8StzQcRPjNJ/zO5ehs31u8FGGuceIJnjVewWv3Jw3tYDEKnPqb3fnXWVVxb82tjIRPgjegFT4mfWas2NmjF6aXdIltfdeqW0A9uD4Ti5sb9qLpQgIpzV1CZex0hfxzeOINbiy8PqqurUVNT0+5CRuDh4QGNxrKrsFTMtEHmjXJU1+vQzU2BvsEdN6c8IYQQYgttKWiaFzK+vr7QarWQqhQInzIWLtVa3Nl/FmXpudCqa1D0y3EU7z6Fbg/3g/+owQZnXRLuya8vrTA5vWzVlVu4nrpbXHHcM7YHwqY/rld0MG2LGcZ4Bq26xmAy6dvsCofvIwMgkctw/V97UHu9BHkrf0KPBZMhNzCwGwAUvl7wHNAD6vNXUXronPli5v7tPBKl3OCMYHyDFuVnclF6IFNMJIHGcRe+j8TCd3gs5F5u9/dVJ16pMac8/RJu/3TQ6OtSVyVcQgOgCvWHa1Qw6ssqUXbyAspO5EBTUta0oYSDZ/8odHuoHzz6R0Eik+L2vw+jtqDYojjqy9TIeWctGu4Zvp1R6qaCa2QwXKOC4N4zFMW7T6Lq4nWz++XkMuhqNNC5KFF2MgelBzOhKW6KW+HrCb+Rg9Dt4X4Gi8j6e5W4uWEvAMC9Tzj8Rw8xebw7BzKgVdeAk0kRND7BbHwyT9fGGc0qTd8WpQrqhuBJw3F780GUnciB54Ae8G62CCxfr4Wm2LKrEbxG/1bEinN5KFj7K5iOhzKwG6IXTDZ5FaXuVqlY6LpGtr4yAwBKPy/0mPdHlJ+6iFs/HYSuug43N+5H2emLCH12DFRBjUWjsLaVt7e3TWdOtHThXypm2kC4xezhaF9IOtmc84QQQoglLCloWhYykhb307uEBSB81lgETUxE6YEM3D2aBb6uHncPncPdw+cQOC4eQU/o35qjuF/gCLcPtZw5i+l4FO86ieJdJwHGwMllCJn8KHyHx7YqfHq/MwO8VgddVS0a7t+GJN6S1OxHV1vf6lYin/gYcHIpCr7Zhbrbpcj7dLPJxM/v0YFQn7+K6iu3UHvzjskV0IUrM4YG/+tqNbi4NFWv4HIJD4T/Y4PgNfiBVrfqBU96BLrqusbxH82/lWfs/nP8/T/1ZxaTd/OES5g/XEL94RIaAJdQf8i7eYifIWMMuUu/1StiVN390O2hfvAe1rtVv3j0j4TUXQWJTApOKgUnlYCT3f9TKml87v5jRaAPCrceBdB4lcklLACukUGNP1HBUPjpz6ylzskH0/F6V9LEH09XyDxcIPNwg1Qph+ZOOXLeXqt39ci9Vxj8HhvUeAuakbVoGM/j+re7oavRQOqmQvjMJJO3JGqr61Dyn3QAgO+jcRYtiCpMAqBVGx4z05zfiIFQn89DVe4N3Px+H9x6hIgFrDLQB92nPtZ4xU3CAZzk/p9cqz+bx1WecRkFX+9sHAsU3A3R858S92mMMJmG3MfDZNHDcRx84mPg0TcCt/99CGWnLqL6yi1cWvYdAsfFQzq0BxoaGuDu7m7XNa1McXgxc+vWLSxatAi7du1CTU0NevbsiXXr1mHo0MbVXhljSElJwZo1a1BeXo7ExESsXr0aDzxgfNCWvQiD/4fT+jKEEEKcmKmCxlwh05zCxwMhf3oUgePice94Nu78loGGskq4hAa02lbZbLak+jsVrZLmGxv2ouxE4+xSqlB/RPy/cVAF+xo9tkQmhcTb3WQiZoz34F7gZFIUrN0BTfE9XFnxI6LnP2UwcXXvEw5lgA80JWUoPXwOYc+OMbpfsZgxcHVA6qKES1ggKi9cg/egB+D32CC4RgUbvULl0Tvc4vbw9Q2IXvgUVKH+kJmZRU1ITu8cyIDPsD7o9lBfuIS17q/mcbQllrAZj0Ph5wWXUH+zY6lCJg23eL8KPy8ovN2h0WrhMywGfiMHmiwsBSV701F9+WZjbNMfN/vvpeQ/p8HXaiBRKRCYNMyi2GQejf+WTd1mJuAkHMJmJCH3g/XQVdfhxoa9iPrzRHAcB4WPR5vHSpWfvYSCb3YCPIMqxBc9Fjxl9Epjc+J4GSNXZVqSebgifNY4eA+Lwc2N+9FwT42iX47DUwHI5XK4uVk+rbetObSYKSsrQ2JiIh577DHs2rUL/v7+uHz5Mnx8mr5h+Oijj7Bq1Sp8++23iIqKwuLFi5GUlIScnByoVB037WFlXQMyb5QDoPEyhBBCnJ+hgqYthUxzUhcl/EcPgd/Igag4lwfP2NaDr6UuSkjdXaCrqoWmtBxu0foDy/1GDkR5ei58H41D8MREiyYVaA+v2GhEvjwB177cjvo7Fai8eB2+if1bbcdJOPiOiMPtzQdRfuoCQiY9YnTaZWECAKmr4fEyIU89ColitNFxDNaSKOQGB/Ub4/fYIPj/19A2L4JoCZ9hfWy+T6CxCAubNRYKHw+T45yaq7lWhKJf0gA03mLoFRdtcvuG8iqUHswAAPiPGWJwXRlD5MKVGTO3mQkU3TwQ+swoXF+3C5XZ+bh3LBu+jwyw6L3NMZ7hzm9nGwuZUH9Ez5/chs+m8cqMq5FZ2ozx7BeJ3u/MQNGvaai5VgjPuGjIrmS2NXSbcmgx87e//Q1hYWFYt26d+FxUVNNCQowxrFy5Eu+88w4mTpwIAPjXv/6FwMBAbNu2Dc8880yHxXri6j3oeIYoPzeE+lj2j5sQQgjpzJoXNPX19dBoNG0uZJrjpFKTCxEq/bxQU1VrcEYz1/BA9FkyC4puHTcm1bNvJHrM/SNqb5QYLGQE3R7qi6Ltx8BrGlB+9rLRxFMYM2Ns8L8qsPXAdEeQqhSODsEqriauIBki83SDW49gaCtrEfLUCLPbV125BfAMMncX+I8a3IbjNOaFDRZcmRF4D+2NinN5qM67BXk364pbTsKhx5xJuP3vwwj+06NGZy1rSdvs/6ClV2aak6oU6P7UCDCdDmUVbZtq3R4cWsxs374dSUlJmDJlCg4dOoTu3btjzpw5ePHFFwEA+fn5KCoqwpgxTZd0vby8EB8fj7S0NIPFjEaj0Zv9QPjGqb2O3b/FLLGn8UvehBBCiKNJJBJotVqLF7hUKpWQy+Ximg7CYP+WGhoaoNVqUdGO5IXvGQipjwoaH5XxaVctnI7VZvzcIPWLMjsNrNu4wY0Lf0aFGN1W080F3IAwaLt7WTytLLEvn5mjoKuqQ3mVBWss9fBHwMKJaLhbiYqaKsDC2qTWVQaub3fAy71N/e42bjDc2CBoXU38f7BkP+OHQq2pATSWBayrqYPLfw1E3c0S1HnIUd+OY1dUVECr1aKhwbLFaNvC0O8hQxxazFy9ehWrV6/Gq6++irfeegunT5/G/PnzoVAokJycjKKixvv5AgP1p88LDAwUX2tp+fLlWLp0qc1jPXL5DgDgkZ7m788khBBCHMXb2xt37961+MoKz/N6ScPNmzchk7VOD3ieB2MMO3fuNPh6m2SXANmnxIeMMdTX14PnG2cpk0gkUCgURseT2EvzpIzjOCgUCv3PMR/AWTM7kQAovAtszrUqBp7nUV9fLy4qKZfL2/95t5HT9Ic9Nd5tZnl/yAHUlAGbbb8gpt36QwFg21aLNzfUHzzPo7y8HBzH2bxvhPaa49Bihud5DB06FMuWLQMADBo0CNnZ2fjnP/+J5ORkq/b55ptv4tVXXxUfq9VqhIVZfh+pIYUVtci7Uw0JByRE05UZQgghnZeQ4FiSWOh0OjQ0NIiJiVarhU7XOF2rQtH6ViTGmHglx1YYYygrK4NWqxXHzJaVlUGn08HHx6fDEujq6mpUV1fD3d0drq6uKCsrQ1VVFXx8fGzaXlMaGhqgVqshk8ng4+ODmpoaVFVVwd3dvcMGWFN/NKH+aGKsPzw8PCCRSH6/xUxwcDD69u2r91xMTAz+/e9/AwCCghrv4ysuLkZwcNMApeLiYgwcONDgPpVKJZRK266oKkzJHBvqDS+XjvkPRAghhFjLksRC+JZVIpFAqVRCIpFAJpNBo9GIr7U8n/I8D7lcbrDQsQbP87h79y54nkdAQIC4X7lcjtLSUqjVaqvH77RFZWUlampq9NbJCAgIwN27d1FRUQE/Pz+btdmY+vp6VFRUQKlUim1WKpWQyWRiQm3vqW+pP5pQfzQx1R+VlZVgjEEqldo8DksLtQ66VmdYYmIicnP1L8NeunQJERGNK/xGRUUhKCgI+/fvF19Xq9U4efIkEhLML2JkK8J4mUdoFjNCCCFdgDCmhuM4sZARCAmbVqu1eAVuawiJWkNDQ6vkVKFQwM/PDw0NDWIyZy+VlZVQq9WtVi6XSCTw9fUVE0dLxyBZw9Qsch4eHvD09IRarUZlpQXjPqxE/dGE+qOJuf4QflcIV3QdwaHFzCuvvIITJ05g2bJluHLlCr7//nt89dVXmDt3LoDGimzhwoX461//iu3btyMrKwszZ85ESEgIJk2a1CExMsZw9MpdAMAjtL4MIYQQJ2eqkBHYu6AxlagJOiJhM5aoCToigbZkOmx7J9DUH02oP5pY0h/e3t7gOA719fUWD9i3NYcWM8OGDcPWrVuxceNG9O/fH++//z5WrlyJadOmidv8z//8D/7yl79g9uzZGDZsGKqqqrB79+4OW2Mmt7gSpVUauMilGBTu3SHHJIQQQuzBkkJGYK+CxpJETWDPhM1coiawZwLdlnV97JVAU380of5o0pb+kEqldiloLG2PQ4sZAHjiiSeQlZWFuro6XLhwQZyWWcBxHN577z0UFRWhrq4O+/btQ69exuewtzVhvEx8j25Q2mFxKUIIIaQjtKWQETQvaGyRNLYlURPYI2GzNFET2COBtmaBUlsn0NQfTag/mljTH0ql0qYFjVartXg/Di9mOrujNF6GEEKIk7OmkBEIBY1Op2tXkmJNoiawZcLW1kRNYMsE2prEWWCrBJr6own1RxNr+0P43WKLgqatX55QMWOCRqvDyauNCwnReBlCCCHOqD2FjECpVEIqlYLneVRXV7f5/e1J1AS2SNisTdQEtkig25M4C9qbQFN/NKH+aGKL/mhvQdP895WlU3BTMWOCulaL0TEB6B3ogd6B9p1+jxBCCLE1WxQyAmHBwqqqqjYlbLZI1JrHYG3C1t5ETdCeBNoWibPA2gSa+qMJ9UcTW/aHtQVNy99XTjE1c2fn76HEP54djD2vPNrhq94SQggh7WHLQkYgk8ng7u5uccJmy0RNYE3CZqtETWBNAm3LxFnQ1gSa+qMJ9UcTe/RHWwua9vy+omKGEEII6WJ4nrd5ISNwc3OzKGGzR6ImaEvCZutETdCWBNoeibPA0gSa+qMJ9UcTe/aHpQVNe794oWKGEEII6UI4joNWq7VLISMwl7DZM1ETWJKw2StRE1iSQNszcRZQfzSi/mjSWfrDXEFjiyvIVMwQQgghXYiQDNirkBEYS9g6IlETmErY7J2oCUwl0B2ROAuoPxpRfzTpLP1hrKCx1a2wVMwQQgghXYxcLrdroiZombB1ZKImMJSwdVSiJjCUQHdk4iyg/mhE/dGks/RHy4LGlmP6ZDaMlRBCCCEOptPpOnTSGiEZUqvVUKvV4DiuwxI1gZCwlZaWorCwEAA6LFETCAn03bt3cefOHTGujkqcBdQfjag/mnSW/lAqldBoNNBoNHrPtbc/6MoMIYQQQtrFzc1N/LtSqezQRE2gUCigVCoNxtRRJBIJPD09xceenp4dmjgLqD8aUX806Sz90XztGFtdQaZihhBCCOlCOnopAeHWGY7joFKpUFdX166V0K1VWVmJuro6qFQqcBzX7pXQrVFfX4+7d+9CLpdDLpfj7t277VqZ3hrUH02oP5p0hv5ofmtZexbWbImKGUIIIaQLkUgkHZaktBwD4Ovr266V0K3VfAyAr69vu1dCt0bzMRl+fn7w8/Nr18r01qD+aEL90aQz9EfzQkalUolFlS0KGipmCCGEkC5GGGBrT8YGM1u7Erq1DA1mbs9K6NYwNLi8PSvTW4P6own1R5PO0B+GBvtbs7CmMVTMEEIIIV2ITqcDAJvdwmGIuVmZOiphMzUrU0clbKZmyeqoBJr6own1R5PO0B+mZi2zVUFDxQwhhBDSxcjlcpvek96cpdPL2jths2R6WXsnbJZM92vvBJr6own1R5PO0B+WTL9si4Kmy0/NzBgD0DglHiGEkI4j/N4Vfg8T+xM+a8YYpFIpGhoaoNFooNPp2j1rEGMMjDEx6fHy8jJ7O5tUKoVSqcS9e/eg0Wjg6urarhgENTU1qK6uhpubG6RSKWpqakxu7+7ujoqKChQVFdlsRiutVouKigpIpVK4uLigrq7O5PYuLi5oaGhAcXExvLy8IJO1PwXjeR5qtRo6nY76g/pD1JH9odPpwPM8GGPiVWGg8bMQ2i6TyaDT6fReb8nQ7yuhuDJ3DuFYFz/L3Lx5E2FhYY4OgxBCfrdu3LiB0NBQR4fxu0DnPEJIV2PuHNLlixme53H79m14eHhYNV2lWq1GWFgYbty4oTdXeWdHcXccZ4wZoLg7mjPG3d6YGWOorKxESEiIQ9Z2+D1q7znP0Zzx/4k51CbnQG3qfCw9h3T528wkEolNvhH09PR0yn8IFHfHccaYAYq7ozlj3O2J2cvLy8bREFNsdc5zNGf8f2IOtck5UJs6F0vOIfRVGSGEEEIIIcQpUTFDCCGEEEIIcUpUzJihVCqRkpICpVLp6FDahOLuOM4YM0BxdzRnjNsZYybOrSv+m6M2OQdqk/Pq8hMAEEIIIYQQQromujJDCCGEEEIIcUpUzBBCCCGEEEKcEhUzhBBCCCGEEKdExQwhhBBCCCHEKVExY8b//u//IjIyEiqVCvHx8Th16pSjQzLp8OHDePLJJxESEgKO47Bt2zZHh2TW8uXLMWzYMHh4eCAgIACTJk1Cbm6uo8Mya/Xq1YiNjRUXo0pISMCuXbscHVabfPjhh+A4DgsXLnR0KCYtWbIEHMfp/fTp08fRYVnk1q1bmD59Onx9feHi4oIBAwYgPT3d0WGZFBkZ2erz5jgOc+fOdXRoxMm9/PLL4DgOK1euNLutufNvXV0d5s6dC19fX7i7u2Py5MkoLi62U+RNGhoasGjRIgwYMABubm4ICQnBzJkzcfv2bbPv7axtamuus3nzZvTp0wcqlQoDBgzAzp079V5njOHdd99FcHAwXFxcMGbMGFy+fNmeTdBjbV7R2dslsPTc7SztaTdGjNq0aRNTKBTsm2++Yf/3f//HXnzxRebt7c2Ki4sdHZpRO3fuZG+//TbbsmULA8C2bt3q6JDMSkpKYuvWrWPZ2dksMzOT/eEPf2Dh4eGsqqrK0aGZtH37drZjxw526dIllpuby9566y0ml8tZdna2o0OzyKlTp1hkZCSLjY1lCxYscHQ4JqWkpLB+/fqxwsJC8efOnTuODsuse/fusYiICDZr1ix28uRJdvXqVbZnzx525coVR4dmUklJid5nvXfvXgaAHThwwNGhESe2ZcsWFhcXx0JCQtiKFStMbmvJ+ffll19mYWFhbP/+/Sw9PZ099NBD7OGHH7ZzKxgrLy9nY8aMYT/88AO7ePEiS0tLYw8++CAbMmSIyfd11ja1Ndc5duwYk0ql7KOPPmI5OTnsnXfeYXK5nGVlZYnbfPjhh8zLy4tt27aNnTt3jk2YMIFFRUWx2tpau7ZFYE1e4QztYszyc7eztMcWqJgx4cEHH2Rz584VH+t0OhYSEsKWL1/uwKgs5yzFTEslJSUMADt06JCjQ2kzHx8ftnbtWkeHYVZlZSV74IEH2N69e9mIESOcopiJi4tzdBhttmjRIvbII484Oox2W7BgAYuOjmY8zzs6FOKkbt68ybp3786ys7NZRESE2WLG3Pm3vLycyeVytnnzZnGbCxcuMAAsLS3NLm0w5dSpUwwAKygoMLpNZ21TW3Odp59+mo0fP17vufj4ePbSSy8xxhjjeZ4FBQWxjz/+WHy9vLycKZVKtnHjRju0wDxL8gpnaFdbzt3O0B5bodvMjKivr8eZM2cwZswY8TmJRIIxY8YgLS3NgZF1fRUVFQCAbt26OTgSy+l0OmzatAnV1dVISEhwdDhmzZ07F+PHj9f7993ZXb58GSEhIejRowemTZuG69evOzoks7Zv346hQ4diypQpCAgIwKBBg7BmzRpHh9Um9fX1+O677/Dcc8+B4zhHh0OcEM/zmDFjBl5//XX069fP7PaWnH/PnDmDhoYGvW369OmD8PBwh5yjKyoqwHEcvL29Db7eWdtkTa6TlpbW6tyRlJQkbp+fn4+ioiK9bby8vBAfH++w/MmSvMIZ2tWWc7cztMdWZI4OoLMqLS2FTqdDYGCg3vOBgYG4ePGig6Lq+niex8KFC5GYmIj+/fs7OhyzsrKykJCQgLq6Ori7u2Pr1q3o27evo8MyadOmTTh79ixOnz7t6FAsFh8fj9TUVPTu3RuFhYVYunQphg8fjuzsbHh4eDg6PKOuXr2K1atX49VXX8Vbb72F06dPY/78+VAoFEhOTnZ0eBbZtm0bysvLMWvWLEeHQpzU3/72N8hkMsyfP9+i7S05/xYVFUGhULQqHgIDA1FUVGSTuC1VV1eHRYsW4b//+7/h6elpcJvO2iZrcp2ioiKD2wsxCn+a2qYjWZpXdPZ2tfXc3dnbY0tUzJBOZe7cucjOzsbRo0cdHYpFevfujczMTFRUVOCnn35CcnIyDh061GkLmhs3bmDBggXYu3cvVCqVo8Ox2Lhx48S/x8bGIj4+HhEREfjxxx/x/PPPOzAy03iex9ChQ7Fs2TIAwKBBg5CdnY1//vOfTlPMfP311xg3bhxCQkIcHQpxAhs2bMBLL70kPt6xYwc+++wznD171mmv7LVs065duzB8+HAAjZMBPP3002CMYfXq1Y4KkZjgbHmFIc567u4odJuZEX5+fpBKpa1mESkuLkZQUJCDoura5s2bh19//RUHDhxAaGioo8OxiEKhQM+ePTFkyBAsX74ccXFx+OyzzxwdllFnzpxBSUkJBg8eDJlMBplMhkOHDmHVqlWQyWTQ6XSODtEi3t7e6NWrF65cueLoUEwKDg5uVdjGxMQ4xS1yAFBQUIB9+/bhhRdecHQoxElMmDABmZmZ4s/x48dRUlKC8PBw8XdOQUEBXnvtNURGRhrchyXn36CgINTX16O8vNzoNvZq09ChQwE0FTIFBQXYu3ev0asynbFNbYmrpaCgILPtEJ6zdJ/20pa8ojO3y5pzd2duj61RMWOEQqHAkCFDsH//fvE5nuexf/9+pxgT4UwYY5g3bx62bt2K3377DVFRUY4OyWo8z0Oj0Tg6DKNGjx6NrKysVifmadOmITMzE1Kp1NEhWqSqqgp5eXkIDg52dCgmJSYmtpoO9NKlS4iIiHBQRG2zbt06BAQEYPz48Y4OhTgJDw8P9OzZU/yZPXs2zp8/r/c7JyQkBK+//jr27NljcB+WnH+HDBkCuVyut01ubi6uX79u83N0yza5uLiIhczly5exb98++Pr6mtxHZ2tTW+JqKSEhQW97ANi7d6+4fVRUFIKCgvS2UavVOHnyZIflT9bkFZ25Xdacuztze2zOwRMQdGqbNm1iSqWSpaamspycHDZ79mzm7e3NioqKHB2aUZWVlSwjI4NlZGQwAOzTTz9lGRkZJmdYcbQ///nPzMvLix08eFBvOtiamhpHh2bSG2+8wQ4dOsTy8/PZ+fPn2RtvvME4jmP/+c9/HB1amzjDbGavvfYaO3jwIMvPz2fHjh1jY8aMYX5+fqykpMTRoZl06tQpJpPJ2AcffMAuX77MNmzYwFxdXdl3333n6NDM0ul0LDw8nC1atMjRoZAuxtBsZqNGjWKff/65+NiS8+/LL7/MwsPD2W+//cbS09NZQkICS0hIsHv89fX1bMKECSw0NJRlZmbqnbc0Go3TtclcXDNmzGBvvPGGuP2xY8eYTCZjn3zyCbtw4QJLSUkxOOWvt7c3+/nnn9n58+fZxIkTO3TKX0vyCmdsV3Mtz93O3p72oGLGjM8//5yFh4czhULBHnzwQXbixAlHh2TSgQMHGIBWP8nJyY4OzShD8QJg69atc3RoJj333HMsIiKCKRQK5u/vz0aPHu10hQxjzlHMTJ06lQUHBzOFQsG6d+/Opk6d2unXahH88ssvrH///kypVLI+ffqwr776ytEhWWTPnj0MAMvNzXV0KKSLMVTMREREsJSUFL3nzJ1/a2tr2Zw5c5iPjw9zdXVlf/zjH1lhYaGdo2csPz/f6Hmr+VpMztQmU3GNGDGiVQ7x448/sl69ejGFQsH69evHduzYofc6z/Ns8eLFLDAwkCmVSjZ69OgO/V1iSV7hjO1qruW529nb0x4cY4x12GUgQgghhBBCCLERGjNDCCGEEEIIcUpUzBBCCCGEEEKcEhUzhBBCCCGEEKdExQwhhBBCCCHEKVExQwghhBBCCHFKVMwQQgghhBBCnBIVM4QQQgghhBCnRMUMIYQQQgghxClRMUOc1siRI7Fw4UJHh9EKx3HYtm2bo8OwmyVLlmDgwIGODoMQQogdff3113j88cftfpzdu3dj4MCB4Hne7sciXRMVM8RpbdmyBe+//774ODIyEitXruyw4xtL6gsLCzFu3LgOi4MQQgixpbq6OixevBgpKSl2P9bYsWMhl8uxYcMGux+LdE1UzBCn1a1bN3h4eNh8v/X19e16f1BQEJRKpY2i+f1oaGhwdAiEEEIA/PTTT/D09ERiYmKHHG/WrFlYtWpVhxyLdD1UzBCn1fw2s5EjR6KgoACvvPIKOI4Dx3HidkePHsXw4cPh4uKCsLAwzJ8/H9XV1eLrkZGReP/99zFz5kx4enpi9uzZAIBFixahV69ecHV1RY8ePbB48WIx4U5NTcXSpUtx7tw58XipqakAWt9mlpWVhVGjRsHFxQW+vr6YPXs2qqqqxNdnzZqFSZMm4ZNPPkFwcDB8fX0xd+5ck8m9cFVo/fr1iIyMhJeXF5555hlUVlbqtavllaqBAwdiyZIl4mOO4/Dll1/iiSeegKurK2JiYpCWloYrV65g5MiRcHNzw8MPP4y8vLxWMXz55ZcICwuDq6srnn76aVRUVOi9vnbtWsTExEClUqFPnz744osvxNeuXbsGjuPwww8/YMSIEVCpVPStHCGE2NidO3cQFBSEZcuWic8dP34cCoUC+/fvN/q+TZs24cknn9R7ztCt3ZMmTcKsWbPEx5GRkfjrX/+KmTNnwt3dHREREdi+fTvu3LmDiRMnwt3dHbGxsUhPT9fbz5NPPon09HSD5xpCzKFihnQJW7ZsQWhoKN577z0UFhaisLAQAJCXl4exY8di8uTJOH/+PH744QccPXoU8+bN03v/J598gri4OGRkZGDx4sUAAA8PD6SmpiInJwefffYZ1qxZgxUrVgAApk6ditdeew39+vUTjzd16tRWcVVXVyMpKQk+Pj44ffo0Nm/ejH379rU6/oEDB5CXl4cDBw7g22+/RWpqqlgcGZOXl4dt27bh119/xa+//opDhw7hww8/bPNnJxRymZmZ6NOnD5599lm89NJLePPNN5Geng7GWKt4r1y5gh9//BG//PILdu/ejYyMDMyZM0d8fcOGDXj33XfxwQcf4MKFC1i2bBkWL16Mb7/9Vm8/b7zxBhYsWIALFy4gKSmpzbETQggxzt/fH9988w2WLFmC9PR0VFZWYsaMGZg3bx5Gjx5t9H1Hjx7F0KFDrTrmihUrkJiYiIyMDIwfPx4zZszAzJkzMX36dJw9exbR0dGYOXMmGGPie8LDwxEYGIgjR45YdUzyO8cIcVIjRoxgCxYsEB9HRESwFStW6G3z/PPPs9mzZ+s9d+TIESaRSFhtba34vkmTJpk93scff8yGDBkiPk5JSWFxcXGttgPAtm7dyhhj7KuvvmI+Pj6sqqpKfH3Hjh1MIpGwoqIixhhjycnJLCIigmm1WnGbKVOmsKlTpxqNJSUlhbm6ujK1Wi0+9/rrr7P4+HjxsaHPIy4ujqWkpOjF+s4774iP09LSGAD29ddfi89t3LiRqVQqvWNLpVJ28+ZN8bldu3YxiUTCCgsLGWOMRUdHs++//17v2O+//z5LSEhgjDGWn5/PALCVK1cabSMhhBDbmDNnDuvVqxd79tln2YABA1hdXZ3RbcvKyhgAdvjwYb3nW55zGWNs4sSJLDk5WXwcERHBpk+fLj4uLCxkANjixYvF54TzjHC+EAwaNIgtWbLEitaR3zuZA+soQuzu3LlzOH/+vN4tTIwx8DyP/Px8xMTEAIDBb6B++OEHrFq1Cnl5eaiqqoJWq4Wnp2ebjn/hwgXExcXBzc1NfC4xMRE8zyM3NxeBgYEAgH79+kEqlYrbBAcHIysry+S+IyMj9cYMBQcHo6SkpE3xAUBsbKz4dyGeAQMG6D1XV1cHtVottj88PBzdu3cXt0lISBDb5OHhgby8PDz//PN48cUXxW20Wi28vLz0jm3tN3+EEEIs98knn6B///7YvHkzzpw5Y3JcZ21tLQBApVJZdSxLzikAUFJSgqCgIPF5FxcX1NTUWHVM8vtGxQzp0qqqqvDSSy9h/vz5rV4LDw8X/9682ACAtLQ0TJs2DUuXLkVSUhK8vLywadMm/P3vf7dLnHK5XO8xx3Fmp6k09x6JRKJ3GR8wPMi++X6EsUaGnrN02kxhPNCaNWsQHx+v91rzgg1o/bkTQgixvby8PNy+fRs8z+PatWt6xUVLvr6+4DgOZWVlZver0+laPWftOeXevXvw9/c3e0xCWqJihnQZCoWi1S/WwYMHIycnBz179mzTvo4fP46IiAi8/fbb4nMFBQVmj9dSTEwMUlNTUV1dLSbux44dg0QiQe/evdsUU1v5+/uLY4cAQK1WIz8/3yb7vn79Om7fvo2QkBAAwIkTJ8Q2BQYGIiQkBFevXsW0adNscjxCCCHWqa+vx/Tp0zF16lT07t0bL7zwArKyshAQEGBwe4VCgb59+yInJ6fVOjPFxcV6j69evQpfX992x1hXV4e8vDwMGjSo3fsivz80AQDpMiIjI3H48GHcunULpaWlABpnJDt+/DjmzZuHzMxMXL58GT///HOrAe0tPfDAA7h+/To2bdqEvLw8rFq1Clu3bm11vPz8fGRmZqK0tBQajabVfqZNmwaVSoXk5GRkZ2fjwIED+Mtf/oIZM2aIl9rtZdSoUVi/fj2OHDmCrKwsJCcnt7oyYi2hTefOncORI0cwf/58PP300+ItA0uXLsXy5cuxatUqXLp0CVlZWVi3bh0+/fRTmxyfEEKIZd5++21UVFRg1apV4iydzz33nMn3JCUl4ejRo62e//nnn7Flyxbk5eXhgw8+QE5ODgoKCnDr1q12xXjixAkolUokJCS0az/k94mKGdJlvPfee7h27Rqio6PFS9WxsbE4dOgQLl26hOHDh2PQoEF49913xSsKxkyYMAGvvPIK5s2bh4EDB+L48ePiLGeCyZMnY+zYsXjsscfg7++PjRs3ttqPq6sr9uzZg3v37mHYsGF46qmnMHr0aPzjH/+wXcONePPNNzFixAg88cQTGD9+PCZNmoTo6Gib7Ltnz57405/+hD/84Q94/PHHERsbqzf18gsvvIC1a9di3bp1GDBgAEaMGIHU1FRERUXZ5PiEEELMO3jwIFauXIn169fD09MTEolE/JJr9erVRt/3/PPPY+fOna2m3B8/fjw++ugj9O3bF4cPH8YXX3yBU6dOYf369e2Kc+PGjZg2bRpcXV3btR/y+8SxljfVE0IIIYSQ37UpU6Zg8ODBePPNNwE0rjMzcODAVuuXtVdpaSl69+6N9PR0+sKLWIWuzBBCCCGEED0ff/wx3N3d7X6ca9eu4YsvvqBChliNrswQQgghhBCT7HVlhpD2omKGEEIIIYQQ4pToNjNCCCGEEEKIU6JihhBCCCGEEOKUqJghhBBCCCGEOCUqZgghhBBCCCFOiYoZQgghhBBCiFOiYoYQQgghhBDilKiYIYQQQgghhDglKmYIIYQQQgghTun/A+BPxAzFOwoUAAAAAElFTkSuQmCC",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.8821e+01\n",
+      "\tgrad_norm = 2.7359e+00\n",
+      "step = 10\n"
+     ]
+    },
+    {
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",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.9144e+01\n",
+      "\tgrad_norm = 2.5743e+00\n",
+      "step = 11\n"
+     ]
+    },
+    {
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",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.9300e+01\n",
+      "\tgrad_norm = 2.5489e+00\n",
+      "step = 12\n"
+     ]
+    },
+    {
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OLpeL559/vsfYhISEmMPO6urquOWWW5g+fXqwIlooepszo9PpmD9/frevQN7HLbfcAvjfQ1156aWXUKlUwTLYAJWVlTHlAz3++ON4PB6++c1vBh9rbm4O+f5+6aWXAELmkHVl/PjxaDSakH830JmHFeC9994D+iYs7Wz27NnD8OHDgyGblzvCMyMQCAQCgaDPePLJJ1m9ejWzZs0Kli2uq6vjrbfeYsuWLRHDcjIyMnj88cf52c9+xrXXXsvixYs5ceIEzz//PBMnTuSLX/wiAOvXr+drX/saN998M4MGDcLj8fCf//wHpVIZ3C1/4okn+PTTT1m4cCFFRUU0Njby/PPPk5+fz/Tp08POIZbz7rrrLt58802+8pWvsGHDBqZNm4bX6+X48eO8+eabfPLJJ0yYMIEBAwbwwx/+kJ///OfMmDGDZcuWodVq2bVrF7m5uTz11FOA35D9y1/+wi9+8QsGDBhAZmZmD88L+HuA/PrXv+a+++5j1qxZ3H777cHSzMXFxd2M6/Nh6tSppKSkcM899/DYY48hSRL/+c9/QhrO48eP54033uBb3/oWEydORK/Xc8MNN4S87mOPPUZTUxPf/e53e/RoGTVqFKNGjQJ6nzMTibFjx3L//ffzj3/8A4/Hw6xZs9i4cSNvvfUWjz/+OLm5ucGxd999N5s2ber2PH/1q19x+PBhrrrqKlQqFe+//z6rV6/mF7/4BRMnTgyOe+WVV/jrX//K0qVL6devH+3t7XzyySesWbOGG264IeR6dkWn03H11Vezdu3akM0qV61axZ133snMmTM5efIkL774IvHx8axevZqJEyeyaNGiPni1/E0zA/2frhguSQ01gUAgEAgEn1sqKirku+++W87IyJC1Wq3cr18/+atf/arsdDplWe4szRyqfLMs+0sxDxkyRFar1XJWVpb88MMPyyaTKXi8tLRUvv/+++X+/fvLOp1OTk1NlefMmSOvXbs2OGbdunXykiVL5NzcXFmj0ci5ubny7bffLp88eTLi3GM9z+Vyyb/+9a/l4cOHy1qtVk5JSZHHjx8v/+xnP5Pb2tq6jf3HP/4hjx07Njhu1qxZ8po1a4LH6+vr5YULF8qJiYkyECzTfHZp5gBvvPFG8HqpqanynXfeKVdXV3cbc88998gJCQk9nl+gfG80tm7dKk+ePFmOi4uTc3Nz5e9+97vyJ5980mM+FotFvuOOO+Tk5GQZiFimedasWWHLLHctMdzXuFwu+ac//alcVFQkq9VqecCAAfLvf//7sPPrysqVK+VJkybJiYmJcnx8vDx58mT5zTff7HHurl275JtvvlkuLCyUtVqtnJCQII8bN05+5plnZLfbHdM83333XVmSJLmysjL4WKA085NPPinPnz9f1mq1cklJifz222/LP/jBD+T4+Hj5Zz/7mSzLnWt7dlnxcO+FWbNmycOHD+/22McffywD8qlTp2Ka8+WAJMsXwD8lEAgEAoFAIBAIYsbr9TJs2DBuueUWfv7znwNQXl5OSUlJMD/oQrN06VIkSQqGsV0JiJwZgUAgEAgEAoHgEqNUKnniiSf485//jMViuej3P3bsGCtXrgwKqSsFIWYEAoFAIBAIBILLgFtvvZWWlpYe/WsuBkOHDsXj8cTcJ+pyQYgZgUAgEAgEAoFAcEUicmYEAoFAIBAIBALBFYnwzAgEAoFAIBAIBIIrEiFmBAKBQCAQCAQCwRXJ575pps/no7a2lsTERCRJutTTEQgEgv8ZZFmmvb2d3NxcFAqxd3YxEP/zBALB54VY/4d87sVMbW0tBQUFl3oaAoFA8D9LVVUV+fn5l3oa/xPU1tbyxz/+EZXqwvx7l2UZk8nUoxO8SqXqdk+n0xmyW/yFRJIktFpt8HePx4PH47mocwDQaDRBw8vn8+FyuS76HMR6dCLWw8+FWg9JkkhJSYl580SpVHb73ev1Rhz/5JNPRv0f8rkXM4mJiYD/n6nBYLjEsxEIBIL/HcxmMwUFBcHPYcGFJzExEZVKRXx8/AXxhsmyTHFxcQ+DxOfzYTQaAb/xmJSU1Of3joW2tragsZqWlnZJPIIul4u2tjYAkpKS0Gg0F30OYj06EevRyYVYD6/XS3Nzc8xixuv1BgWMUqns8VnSFZ/PBxD1f8jnXswEXlyDwSDEjEAgEFwCRLjTxUOSJCRJQqFQoFar+/TaPp8Pn8+HVqvtZhAGDDW1Wo1Wq8XhcOD1ei+6iG1vb8fn86HX63E6ndjt9otuQLtcLlpbW4mLiwPAZrMRHx9/UQ1osR6diPXo5EKth8vlQqFQBL8i4fF48Pl8wf8JPp+vh9eqK263G4j+P0QEMQsEAoFA8DlCoVAEdzQvNAFDze12k56eTlpaGgaDAbPZTHt7+0WZA/gNNbPZjMFgIC0tjfT0dNxuN0aj8aK9Fi6Xi+bmZtRqNenp6aSnp6NWq2lubr5ooU1iPToR69HJ5bAeHo8Hl8uFJEnodDp0Oh2SJOFyuc473E2IGYFAIBAIPmdcjPyEsw21wG53YmLiRTXYuhpqgd1ujUZzUQ22roZzYLdboVCQlpZ20QxosR6diPXo5HJYj65CRqvVBtdDq9X2iaARYkYgEAgEgs8RgXj0vtjxDEc4Qy3AxTLYQhlqAS6WwRbKcA5wsQxosR6diPXo5HJYj1BCJkBfCRohZgQCgUAg+JyhVqv7LITjbKIZagEutMEWyVALcKENtkiGc4ALbUCL9ehErEcnl8N6RBIyAfpC0AgxIxAIBALB54yA8dDXgsbn89Ha2hrVUAtwoQy2WAy1ABfKYIvFcA5woQzoWA3nAGI9/Ij16ORCrUcsQibA+QoaIWYEAoFAIPgc0pcx6eAvy+z1evF4PDEZagH62mDrjaEWoK8Ntt4YzgH62oDureEcQKyHH7EenfT1evRGyAQ4n88rIWYEAoFAIPic0leCxufzBRv9paSk9Lq0bV8ZbOdiqAXoK4PtXAznAH1lQJ+r4RxArIcfsR6d9NV6nIuQCXD251WscxBiRiAQCASCzzHnK2i6ChmVSnXO/WvO12A7H0MtwPkabOdjOAc4XwP6fA3nAGI9/Ij16OR81+N8hEyArp9XsX5WCTEjEAgEAsHnnHMVNF2FjEajOe8Ge+dqsPWFoRbgXA22vjCcA5yrAd1XhnMAsR5+xHp0cq7r4fV6z1vIBAh8XsU8/pzvJBAIBILPJbIs02J1safCxLt7q2lsd1zqKQn6gN4KmrOFjFKp7JN59NZg60tDLUBvDba+NJwD9NaA7mvDOYBYDz9iPTrp7Xr4fL4+EzIBFApFzF5g1XnfTSAQCARXHLIsY7K5KTdaKW/u+DLagr+bHZ2G7t/unsCCYbpLOFtBXxEQNE6nM2isqVQ9TYGzhYxKperTsq0Bo8tsNnf7/WwuhKEWIGCwNTc3YzQawxrFF8JwDhAwoI1GI83NzWGN4gtlOAcQ6+FHrEcnsa6H2+3G4/H0qZAJIElSTOOEmBEIBILPKT0Ei9HW8b2nYAlFTpKO4rQEtCrhxP88EU3QhBIyF4JoBtuFNNQCRDPYLqThHCCaAX2hDecAYj38iPXoJJb1MJlMSJLUJ2Go54oQMwKBQHAFI8syrTY3ZWcJlgqjlbJeCJbi9PiO7wkUpyVQlBaPTt03YUWCy49wguZiCZkA4Qy2i2GoBQhnsF0MwzlAOAP6YhnOAcR6+BHr0Um09VCpVCiVypi9KBcCIWYEAoHgCsBkdVFmDIiU8xMsRWkJlKQLwfK/TihB43a7L5qQCXC2wRb4+WIYagHONtgMBgNGo/GiGM4Bzjag09LSMJvNF81wDiDWw49Yj04irUdiYiJOp/OizCMcQswIBALBZYbT4+WzshbWH29kb4WJcqONNrs74jk5STqK0uIpCXpW/IKlMDWeOI0QLILQBASNw+EIGiRarfaiCZkAZxtsF9NQCxAw2Jqami6aB+BsAgZ0c3Mzzc3NAGRkZFw0wzmAWA8/Yj06Cbce59uMty8QYkYgEAguAxrNDjacaGT98Ua2nGrG6vL2GNNVsBSl+UWLECwCgUAg+F9GiBmBQCC4BPh8Modq2lh/3C9gDtW0dTuekahl7uBMZgxKZ0CmnqLUBCFYBH1OIEcG/B4Zt9sdscrZhaJrDgBEr+J0IQjkAGg0mmAYTaQqTheCQE6Gx+MhPT0ds9kcsarWhUKshx+xHp2EW4+L7SEKhRAzAoFAcJFod7jZcqqZ9ccb2XCiiWZL9zjj0flJzB2SxdwhmQzPNaBQXLqESsHnn1DJ/gqFImrZ5r4mXDLzxTTYQiWXx1KWti8JlVweS5ngvkashx+xHp1EWo/W1lZ8Pt8lq2QGQswIBALBBaWs2drhfWngs7IW3F45eEyvVTFjYDpzh2Qye3AmGYmxdzwWCCIhy3LEvjCBJncBIaNQKILj1Wo1LpcrKHQCzTJ9Ph+yLON2R87f6g1WqxWLxYJer0er1QZFlFarJT4+ntbWVjweDwkJCX12z7Nxu92YTCZUKhUGg6FbDkBSUhImk4nGxkZSUlIuWMUmWZYxmUx4PB5SUlIAgq+FwWDoNodYGwmeC2I9/Ij16CTaegQ8VxdiLWRZjj4IIWYEAoGgT3F5fOwqbwmGj5U1W7sd75eewJwhmcwdksnE4lQ0ooeLoI8JGADhxIwsy0GDRK1WI0lSj7FqtRqPxxOsbhYQO7Is43Q68Xp75nTFgs/hAoWEpFbh9Xpxu90kJCSgVCpxOBzdxiqVShISEoKi60J4iQKiTqvVotFoQlZlStDF4XQ6aTO1oo3TxWS0yT4ZpNia/smyjMvlQqFQoNfr8Xq9PV7fuLg4XC4XVqv1gvXzCKz35b4eer0el8uF2WxGo9H0uREdWA+8PuI1Ojxud+T1UPvnIPWxJ/1Cr4fs9SF7vEhKBZIqdAhzTH8fCQk4nc7gJselKNEsxIxAIBCcJ03tTjZ2JO9vPtWMxdm5c6VWSkwqSQ2Gj5WkX7gdNIEAoLW1laKiInQ6XY9jZ+84R9pVDrU77XQ6uf7660lKSur1vGRZ5sTP/w1eH/l3zEA/uCD2c30yrhYz2vTe3zeAx2LHXtVI4tCiXp3XuHoXLVsPE98/i8JbronpnOZNBzBuOUjqpKFkLJgQ0zm20jokjYq4/IxezU9wYSj94zu4ms1kLRxHyqShIceYPjtG86b9JI3sT+a1kyJez17bjDYzBUUY4XCxKX/xAxw1zaTNHkPGnLHnfJ22tjZWrlyJzWZDo9H0qcfMZrPFNE6IGYFAIOglPp/MkVqz3/tyopEDVa3djqfrtcwZnMHcIZlMH5hOou7ChSEIBGfj8/lQqVQ94vkDOQA+n4/MzMyY4v0zMzMxGo20tbWRlJSESqVCqm4hpagIqZfeAa/DRYILQEFadiYJqakxnSf7ZKpfW0vr7hP0+9qNJPTP69V9AZzNrZT+bRUuUzspDy/BMLwk5nPtCg1OrwKDLoHUGOYs+3zU7z5DvN1HokoX0zmOOiM1r21C9ngofuiGXs1P9sl97hX4X8FjsaNMCO1tq7V6UXsVpKankxJmDd2osbS5cO8pJWnZXJS60H9T7UcrqP7bKhKHFFH04KKLJmhath/BVtlA/q1ze84pK5PWyhbi2t1h36ONq3eRPGEImtTIeTkajYa4uDja2towm819ktPk8/mEmBEIBIK+xOr0sOV0M+uPNbLhRCON7d3d7SPzkpjbET42Mi9JJO8LLivOtXN518aBJpOJOIWK2jc34tx8jPxb5/RKWHgsnYaJKjEupnNkr4+q/6zG9NkxAFr3nT4nMaPSx6OI04LRTMVLH9L/mzcTX5gV07k+l9/TqtDEZjK1HynHbWoHIG36yKjjPe02yp5/H5/dicoQjy4nPeo5ss9H24EzNK3dQ8pVQ0mfOTqmuV0uyD4fPrcXpfbSbPS426w0rtmNcfMBSh5eQuKQ7t462SfjtfrDulTxPT2cAdKmj6Th4x347E5MO4+SPmtMyHH2miZktxfzoVIq//4RRV+6Hkl54QSN1+Gi5o31mHb6/24S+ueRMmFwtzEBL6ezuTXkNVr3nqTu/S00rPqM3BtnkDptZETRrFar+6xIQ+DzKtZwViFmBAKBIAw1rXZWH6ln/fFGdpa24PJ25hXEa5TB5P05gzPJNIT/hycQXErOVcgECAiaxsZGnHYXoMJR3cTpp98k5aqh5CydgTopevikp90e/Fmlj486XvZ6qfjnx7TtPQVA+uwx5H5hJgDtJyrBK6NMjEOl938p1OFNGqVOQ79HlnLqt6/jNrVT9vz7DPzO7WjSDFHn4XN3iJkI1++KcfNBAPSDC9BmpUS9dtmLH+AympHUKkq+siTiLrjX6ca0/QhN6/fiavaXc/dY7KRcNRR8MpJK6f86hzAfWZbxmK04G1pxNrbgbDCh0KjJvmFq6PE+H552G+42K542K+42C4YR/VAn63s+T5cHW3k91jM1WE7XYCurI3P+eLKunxzy2h6LHUedseOrBVdzG/l3zKNl6yHUqQY0aQY0qQbUKYm98nK4zVaa1uym+dODyB3r2rR+Xw8x43M4oSP3TKkP/9mu0seRMnEoLdsO07xhP2kzRoc0+DMXTEB2e6hfuZ22A6ep+OfHFN13PZKy73Of7NVNVPz9I5wNLQAYRvYjcUhhj3GaDL+YCbyPzkZSKVHp4/BY7FS/to7WPSfJv3M+2ozksPcONNY8H0HT9fMq1nBWIWYEAoGgC0aLk48O1bHiQC27yk3djhWlxQe9L5NKUtFeJrHPAkE4zlfIBFAoFKSkpGBWmil68BqsH+7GXtWIaecx2g6cIXvhFNJnj4642+y1+MWMpFKiiLIj73N7qPj7R5gPngEgY8EEcpZODxrpde9uxl7V2H2OOg2qxDhU+vigwFEmxpF17VUodRrUyXr6fXUpp55+E4/ZRumf32PAt2+NuPMO4HN1JDbH4JlxtZgxHykHontlZFmm6pU12M7UAlB477XEF2eHHOtus9C88QDGzQfw2jq9woYRJWTMH0/b/tNU/euT4ONBUaNSoujys6RSkjp1OAn983A2mHA2mvzfO372OVzd7qtONZAwKB/r6ZoOweIXLe42Kx6zLWjwByh5JBF1sh6PzYHtTC2W0zVYT9dgr2xA9nYvMmE5XUOaxY6j1oijvkO41Bpx1rfgae8ZXmQ5WU3DRzu7PyiBOkmPOjURTReRE1eU1c3z5m630bR6N82fHgiKGGWCjoz540N6UzzWzmR7VULk90f6nLG0bDuMs9FE+7HysCGCWddPRvb5aPhoJ217T1GpWEXhvdd2C9e0nKjizHNvg6RAUkr+Y5LkT9KXJAh8VyhIHjeQ3GUzg+fKskzL1kPUvLUR2e1P7M9ZOoP0uWNDiltNerL/uZpteB2uHiFySaP6k/DjXGre2kjrruNYTlZx4hf/IWfJNNJnjwkbZno+gubsz6uuldMiIcSMQCD4n6fd4Wb1kQaWH6hl6+lmvD7/P2hJgonFqSwYmsXcoZn0S0+4JJVaBIJzoa+ETABJkvyx8fkZ5H7vdlq2HqZuxVa8Vge172yiZdth8m6dg35Q6MR+T4eYUenjIv4d+Vweyl/8gPaj5YDfCMxaOLnnOZLUzZj2OVy4HC5cTd13mrO77P7rctMpeegGSv/0Ls76Fspf+IB+X7sxotdF7oVnpmXrYZBlVInxGEYPiDi24eOdtO467p/jkmkkjx3YY4yjtpnGdXtp3XUc2eMPuZFUSlKuGkrG3HHoctIAMG473H3OHm9w/NmBOp52G6d/+3rweCjUyXq0WSlos9MwHyqjef3eiM9FUilRJyXgbrNw4hf/xlFrDDlOm51KwoA89P3zSBiQR/mLH2A9XRN+HqmJ6LLT0OWkoVApiO+Xg8toxmO2ggzI4G614G61YCutC56XPnsM8YVZfhGzZjfGTw8EwwWVCToy5o0nffaYsDku3i5iRhlF7MblpaMfVIDlZBXNG/ZHzHfKWjgF2euj8ZNdtO4+gaRQUHD31UFhIPt8Hc/Lh+wDucfqddJVcHntTr/3ZPcJADRpBooeWBhWHANoMzq9Hq7mtpCFJ1T6OIruu46UCYOpenUtnjYrtW9vonXPSQq+uCD4/jubcxE0oT6vhJgRCASCCDjcXjaeaGT5/lrWH2/E6encNRyVn8Ti0bksGpVLdpIIHxNcefS1kAkQEBSSQkHajFEkjR1I/YqtGLcewlFn5Mwf3iZ5wmBybpyBJqV7uFRgt12VGD7EzOt0U/7X5VhOVAF+Iz/rmp5VogY9fqc/r8HmwGOx47HY8LTb8bTb8FrsHY/Z8dqdKDTdvUD6wQUU3HU1lS+vwnqqmqr/rKbw3uvC5gPEmjMje71BUZE6ZXjE8CfT7hM0rNwOQMqU4WRePbHHmPoPttHwcacnQpmgI33maNJmjUZt6B7WlzSqP3HfS0f2ePF1CBnZ3eXnji+fx0tCSQ7m/WdwmdrRZqagzUpBl5WCJrPze9dcFuPWw8SX5KBOTkBl0KNOSkCdnIA6SY8qyf9dGa/1l/j2eKl5c6P/RIVEfGEWCf3zSOifS8KAPFT67rlSupw0rKdrUKca0OWkostJC35ps1N7iI3k8f68D5/bg7vVgstoxtVixt1i7vi5HXeLGU1GMo1r99CwcluniInXkjF/AumzRqOMi9zTKygUFAoUYQRPV9LnjMVysor2o+U46lvQZYdOqJckiezF05C9PprW7vHngikVFNy5AEkhEVeYRb/HvuAXNT6523fZJ4PXhyz7kL0y2sxkAGyVDVT8/SNcTa0AJI0dQMGdC6KKMJUhAYVGhc/lCStmAhhG9mPI/91N7Xubadl6GFtZHSef+i9Z109GNT60eOuNoDnfzyshZgQCwf8MHq+PrWeMrNhfy+oj9bR3KaHcPyOBJWPyuGF0riifLLjiCXQHv9BdylX6OPLvmE/q9JHUvL4eW3k9rbtPkDRmQE8x0+GZUepDJ/977U7Knn8fa0fYVe5Ns8iYOy7svSWFFAwng9gqowVImTQUV0s79Su20rr7BOrURHKXzgg5NmAMS1E8M+ZDZXja/H2lUqePCDvOWlpL1b/9IWEJA/PJv31eSE9VfP9cADQZyWTMG0fq5GE9hFmAztchNgZ8+1YUuth6tKRNG0HatPDPpysKlZL82+aiTkkkviQnaoJ/9qIp5Nw4I6yHJOx91Cq0GckR8zeMWw7ic3n8IibgiYkiYgJ4rR1exDCVzs7GMLIETZoBl9FM88b95N/Ws3pYAEmSyLlxBrLXR/OGfZi2H0FSSOTfPh9Vgi5kfks4bBX1nH76TX+/GJWS3C/MIm3mqJjmLEkSmvQkf2hfhxCKhDJeR8GdC0geP5jq/67BZTRTv2IrBl14j0ssgqYvNl6EmBEIBJ9rfD6ZvZUmVhyo5aNDdTRbOmPCc5N03DAml8WjcxmWYxAhZILPBRqNBq/XS1ZW1gUVMl2JL8xiwLdvw7TzKO3HKkgKETLVNcwsFM5GUzAPJu+2uRe8QlfmNRNxtZhp2XKIptW7SR47kPiinmE5wTCzMEIigHGLP/E/cVgR2o58hB7X8nqp/OfHyB4vmsxkiiOU6U0cWkTJV28kcWhhr8tgRyNWo/5cSJ0yPOaxkbx050vK5OF4HW7Spo3o9fMNeGaUUfJlAkgKBemzx1D7zqeYdh4lZ/HUiJ4RSZLIvWkWss+HcdMBWvecJHPBBLSZkQtGnE1cQSYJA/JwGc0UfWkh8QWZvTpfk56Mo9YYtghAKBKHFDLoh3dRv2IrjjojhhElcGJP+HtEEDR95UEWYkYgEHzukGWZY3XtrDhQywcHaqlp7ayilJqgYeHIHBaPyWV8YYoooSz43KFQKEhKSrpoQiaApJBInTI8rDEbFDNhyjLHF2VT/PAS3C3tvTKIzxVJksi/dS6edhuGkf1CChnoLAAQKWfG3Wal/VglAGnTR4W/p1JJ0YOLqPr3JxQ/eENEb4okSRiGF8fwTAShUKiUZM4ff07nBssyxyhmwC/i6ldux+d0Yz5U5q8wFwFJksi7ZQ4KlYqkcQN7LWTAL6KK7r8eSaXstXcLOvNmYvHMdEWp05B3yxxkrxdTW3QhFErQAH0WCivEjEAg+NxQYbSyYn8tyw/UcrrREnw8QaPkmhHZLB6dy7QB6agvQDlMgeBywel0olJdfv/eE4cUoorXEl+cE37M4NhDbPoCSamg+KEbInplk8YMxG22RjQ21UkJDPnZvZh2HsMwMnLDy/jCLAb94C7R6PIyJi4/g5TJwyKGsZ2NMl5H3m1z0WWnhhXGZyNJUrDc+LnSm/DCs0kYkI/H6ohYKCASvemV01XQNDc3A+DxePokFPby+7QTCASCXtBgdrDyYB0r9tdwoLpzh0ijUjB3cCaLx+Qyd0gmOrUooyz430A+q1zuhcTrdHPyF/9Gk5FM/m3zgknJoTg7/0WW5fMO7fTanZh2HcdWXk/h3dfEdI7P4+XkL19BUkoU3nMtcVFCc842NsPNW5ueTPbCKTHN4XIRMqFK8oZD9smYD5fSsv0IOYunha1kFcDZ3IZxy0G0mSmkTY0t5+ZyIWnMAJLGRK5GdzZeuxPTjqMkjxuENjstbL6Qy2jmzB/fQanVUPLIEtRJPfvygL9fTMu2wyBJ5N08u7dPISaSRvcnaXT/mMbWvLmB9hOVpEwYQtZ1V53T/TQaDWlpaUEx01c5fULMCASCK45Wm4uPD9ezYn8tO8qMweqsCgmmDUhn8ehcrhmRjUF3abpLCwT/K7iaWv1VpIzmqNW+uuJviLkKw4hiUiefe0iZvbqJmtfXA5AxZ2xUYeK/ty/YUNAXoTxxKBwNLVT9ezWF910X7KB+pWKraqTs+ffJWTKd1MnDYjqn9q2NuIxmtJkp5N4YumBCgKY1uzFuPog2K4XUKcPDClePxU79h9vJWTL9nEKlLhda953CcqIKa2ktyRMGhx3ntTtxNbYCRMyFslXU07xxPwqtmpwl03v193UueNptGLccIvPaSSHXymVqx1nXgtvcswdQrPh8vmBxEvAXKjmXxppnI2ItBALBFYHN5WH5/hq+9K9dTPzlWh5/9xDbS/1CZnxRCj9bPJydP5jPfx64ipsnFAghI/ifRaPR4PP5og/sA5yN/sayCq0aVVJsVQBlr5eKf3xE296TVP1ndY/ml70hYUAe2ix/+Jdx6+EoozvwdgqY3nRgd9S3cOb3b2Erq6P8xQ/8pXJjuZ3Dhb2mOeb7BJC9Xho+2oG71RJ9MGDadRzz0fKYPXMNH+7A02al6pU1tB+riDpeUkikXOUXPaadR3s0wTybtBn+3CFngwnryeqQY2Svj7IXVmDcdIAzf3gLt9ka8ZotO45S/fp63G2xvSYXk0DPIMPI/hELDgRysICIzWOTRg8AheTPwTlSFnKM1+EKVts7H+y1zZz6zWs9yoF3Q+7sv3YudE32z8jIICMjA7fbjdFoPO/PK+GZEQgEly0Ot5ctp5pZcaCWNUcbsLs7jZAh2YksHpPLDaNyKUi9cBVxBIIrDYVCgdlsJj4+/rx3PKPh7Nhh1mQkxxQy5vN4qfz7R7QdOA1A1nWTiSvIRPbJGDcfQJeXTlxeRszVpyRJInXaSOre/RTTZ8f8ZX6jlAPuKkJirRLmqG/hzB/ewmO2oYjTUnDH/IihYrIsYz1TS8v2I7TtPYkqKYEhP7k37GskyzKupjYsJyuxnKjyV+Ky2KlfuZ2Gj3eSPGkomfPGoctND3m+z+Wh5q2NeC12dPkZZC6YQPK4gRFzGgrvvprTz7yJo9ZI+d9WMuBbt0TsNQKQMnkYDR/twGO20X60HMPIfmHHxuVnEF+Sg62sjubNB9EP7tlMVVIqSJkwBFtpHfbKRk7/9nVKvnYjuqyepbZ9bg/1K7bibrVg2nGE9DljyVwwIWo/lXB4HS4cdUZ8dheJw4rCjpN9PuzVTVhPVWM5VU3hvdf18CC5Wy1YTvp7I6VMGhLxvj5nh5iRIpf7VunjSBxSSPvRCtr2ngzZVLVl22HqP9iGYVR/UiYMRj+0KGJ/o1CYD5VS8c+P8TlcSGpV2B45+LqEQPSScFXLettYMxxCzAgEgssCWZapNtnZW2liX2Ur+6paOVrbhtvbaXgUpsazeHQui8fkMigrMcLVBIL/XZxOJ16v97wNhFgINOqLJVHa5/FS8fcPMR84A0DWwsnBHBOXsY2aNzYEx2oykojLzyAuP9P/vSATVVJCSDGQetVQ6pdvwedw0bb3ZNRKaHIvPTOOOiNnnn0bj9mGMk5Lv8eWhU3wdrdaaNl5lJbtR4KhRADulnacjaZuRrq71UL7Cb94sZyswt3SHjym1McRl5+JUh+H12LHtP0Ipu1HSBxeQuaC8SQMzO/2Wnjabf4GlKeqcVQ3UfnPj6lbvpWMuWNJnToiZPiWMl5HySM3cvp3r+NutVD65/cY+J3b0aSG/2zVpicFu923bD8SUcwApM0Yia2sjrb9p3GbrT2afQKkzxqNOkXvb/xoNHP6d29Q8pXFJPTP6zE2Y954GlbtxGt10PjJLoyfHiTj6glkzBkbtnS2z+3B2WDCUduMvbYZR60RR60Rd4s/3EmTnsTQJ+4Pjpd9Puw1zVhPVmM5VYX1VA1euzN43FZa10P8mHafANnfmDNxWHHE1yQgZhQaddQNgKRxg2g/WoH5UCk+l7vHc2zdexKf003rruO07jqOMk5L0pgBJI8fjH5wQcT3tyzLNK/fS+27n4IMqqQESr6yOOx7O+Dwk6TefZ5EKr/cm8aakRBiRiAQXBKsTg8Hq9vYV9UhXipbabY4e4zLMmi5fmQOS8bkMTo/SfSCEQiiIMsySUlJWCyWCy5oAiVdIyX+Q4eQeelDzAc7hMyiKWRfPzl43GO2oU41BA1MV1MbrqY22vadDo5R6ePQ5WeQPG5gt/LHqsR4DKMH0Lb3JMath2IQM108M1GqMfUQMl//AvGFWT2em/lQKS3bjtB+tLzT6gPiCjNJnTKc5AlDkJQKWvee9IuXE1XBEL2uKOO16AcVkNA/j5QJg0mZOJiWHUdpWrcHV1Mb7UfKaD9SRlxRFpnzx5M0ZiCSUoEmzcCAb96MrbyexjW7adt/CneLmdq3N9Hw0Q7SZo0hffYY1Gf1ddGkJlLyyFJOP/MmnjYrZX9+jwH/75aI3o6UKcOwnKzCfKgUj8UesZpW8rjB1L69Ca/NScu2I2RdOynkuKRR/RnwzZspe/59PBY7Z559h8J7ryV53KDgGIVa5W8eOnU4Tev20rRuD167k/rlW2neuJ+s664ibdoIJKUSWZapfHkV9spGnE2mTq9CCGSPF3ttM5bjlVhO9hQvAdQpiegH5aNM6Ok1DISYJY0bFNUzEhQzUTyI4A81q351HT6XB/Phsm6vB0DJlxfTuu8UrXtOYj1djdfupGX7EVq2H0GpjyN57ECSxw8iYUBeNy+kz+Ol5vX1/gIDQFxhFiVfWYw6OXQxAqCLmok67c77xNBHpi8EjRAzAoHgguPzyZQZrR2ixcTeylZO1Jt7/H9RKyWG5SYxtiCZcUUpjC1IJj8lTggYgaCXqFSqPgvhiETAINdE8Mz4hcxKzAdLAX/X96wuQgYgoX8uw37xAB6bA0d1E/aqJuzVjdirm3DUtYDPh8dix3K8El1uzypaadNH0rb3JLbSOhy1zWHDsQBkX1fPTPjPlm5CJl5Lv8d6ChnTzmPUvLMJr6Wzl5UyQUfKpKGkThneLWzL2Wii4qUPu52v0KpJGJCPfnAB+sEFxOVldAtfU2jUpM8c7X9+B87QtGY3tvJ67BUNVPz9IzRpBjLmjSdt5mgkhUR8cTbFDy7C2Wiiad1eWrYfwWtz0vjxTprW7iZ18nAyr5mIJtUQvEdcfgbFDy2i9E/v46gzUv7iSkq+ujRsX53ksQOpeWMDPocL02fHelSp6/b8NCpSJg+nef1ef3L51RPChvbFF2cz4Du3Ufrn93A1tlLx9w9xmyxkzOt+fWWcluxFU0ifNZqGTz7D+OlBPG1Wal5fT9PaPWQvmkLyhCHYqxuDhR4C5+ly09Dlpnd8paHLSUOlj6Np3V5q39nU7T7qZL1fWA7KRz8oH01a6M00R50xmPeVMjFyiBl06VsUg5hRJeg6Qs3Kad17soeYUSXGkz5zNOkzR+NutfiFze4T2Mrq8FrsGDcfxLj5IJo0A0N+ei+SUonHYqf8xQ+wnq4B/AKs8O6rozaFlQN5LTGGmfWmIeb5ChohZgQCQZ/TZndzoMrvbdlbaWJ/VSttdnePcblJOsYWpjC2MJmxhSkMzzWIEsoCQR/RVyEcXfF4OpONvQ4Xno7KRuE8Mz63x++ROdQhZG6YGrGsqypeh35QAfpBnfkVPrfHbzB2iJzEocU9ztMPKkCTnoSruQ3j1sMRS9l2TVwP55lx1Bk584e38bSHFzIAKkO8X8hIEonDikmdOhzDiJKQQkCTkez/Skn0i5dBBcQXZ8XUq0NSKEgeO5CkMQOwnqmhac0ezIdKcRnNmHYdJ332mG7jtZkp5N8+j6yFk2nedADjpv14bU6Mmw+SNn0kdBEzAIlDiij44gKq/v0JlpNVVL2yhsJ7rg2ZF6TQqEkeP4iWrYdp2XE0opgBf6hZ8/q9uFvMtB+t8HeMD4M2I5mB376Nsr8sx1ZWR+07m3C1mMn9wsweIkiVGE/eTbPJmDuOhg930LLjKK7mNipfXoU6WU/6zDH4XG5/HlZuetgwRYCEQfkd4iWfhIEF6AeHFy9nY9p9AvB7bkKFxp2NN+iZia1yW/L4QbQfLcd8qAyv0x02J0ydrCdjzlgy5ozFZTTTuvckrXtOYK9sRJebjqRU4qgzUvaX5bia/W0MshZOJuv6ybFtGAYLAMSQG9cLIRMgXGPNWBBiRiAQnBden8ypxna/cKkwsa+qtVvDygBalYJR+UmM6xAvYwpSyE46t8RNgUAQG30paKxWK25356ZE167h2ozQDSVr3tzQKWQWTwsbZhQJhVpFfGFWSDERQFJIpE4dQf2Krf5CAEunh/Us0LUKVwhj3etw+T0yUYQMgH5wIbk3zSJ53KDIITr4jcAhP7kn5qID4a6hH5CPfkA+jjojTev2YhgVPm9FbUgg54apZC6YQMu2w9hrmsOWr06dPAy3qZ36D7bRuus4mpREcpZODz12ynBath7GUd2EraqR+AglsXVZqcE8G+PmgxHFDPjDCft//SYq//kxbQdO07xhH4lDi8Kep0k1UHDX1WTMH0/9ym14LA4SBuZ3E8TRiMvPYOgvv9TrKABZloMhZskTB8fUPyjomYmx1LJhdH+kVxXIbg/th0tJHh++7HMATZqBzAUTyFwwAWdjKz63fxOicc1uXM1tSGolhXdfE9O1ggQiKaK8RuciZILzPuvzKi4utoagQswIBIJeYbQ42V/VGkzUP1DVitXVs1dDUVp8ULiMLUhhSE4i6l6UQRUIBH1DXwia9vZ2LBYLCQmdCdyurmWZDaErCmYumEj7kXLSZo0m65reC5nekDplGPUrt+G1OmjbfzpsyE80z4xSpyH7hmnUvb+Zfo8uiyqionkmuo/vu89AXU4aBV9cENNYpU4T0zwzr52Eq8WMaecx4grDC5T4khy0WSk4G0y0bDtC/K2R+/ukzRjpz7M5XIarxdwtzC0UCo2KogcXUvv2JiSVMqoAAv/rUfzgDfjcnl6LknMNZbaV1QW9HCkTh8Z0js/hAmL3zKjideiHFNF+pMwfatYbAUJ3r2nerXPxWuxkXT+Z+OLQif7hkGPwzJyPkAnQ9fOq6+ZJJISYEQgEYXF5fJyob+8QLn6vS4WxZ8OsBI2SMR2ixe91SSZNH1tpVYHgSudXv/oVjz/+OF//+tf5wx/+EHbcW2+9xf/93/9RXl7OwIED+fWvf831118fPC7LMj/5yU/429/+RmtrK9OmTeMvf/kLAwf2LMnaW85H0LS3t2M2m9Hr9Si7GP8eqwNJpUSbmRLWwNFmJjP4R3edc/nc3qBO0pM0uj8+lwd1SngviezrKmZCvwZp00aQPHbARZn35YQkSeTfNo/0WWMilmmWJInUKcMx7ToetZwzgGH0ADSZySQOLiTWDHJJoSDvljkx980JENYjdyGQJPRDi/C024jLC5+n1ZVAXxhllByVriSPH4i9qgFNevK5zDKIUqum5JGl53ZyZzmzMIfl8xYyAQKfVw0NDTGNF2JGIBDg9clUttg4Ud/OyYZ2TjS0c7K+nbJmK54QVWAGZuqDeS5jC5MZmJmI8hxqzwsEVzq7du3ihRdeYNSoURHHbdu2jdtvv52nnnqKRYsW8eqrr7J06VL27t3LiBEjAPjNb37Dc889x7/+9S9KSkr4v//7P6655hqOHj2KTnf+RvW5CJqAkDEYDGi1WhwOR/BYIDHda+tZ+akr5yII3G1W1DE24exK7s2zwUfE8sJxBVmM+P3XwOeLmIR9oYWMs6kVd6sF/cD8mMZbTlThqDeizUiJ2BelK167E1tlA/qBBTGFQAXOCSdQZJ8Py8lq4vIzyJg3nowFE2LyaliOVZD7hVnoB+TF1EOoZcdR9APzIuatuEzttB8px+f2kDFnbMTruVstWMvqkCSJpDEDot4/VhJKcuj/6DJ8np7RCeHIu2UOOTfOgBgaRXrtTlr3nMDrcDH4x/eguoTiut/XliH7fCE3AGRZxmQy4fP5zlvIBNBoNCQlJcU0VogZgeB/CFmWqTc7OkVLvYUTDWZONVhwekJ/sCbFqYOhYmMLkxldkExSXOw7SgLB5xWLxcKdd97J3/72N37xi19EHPvss89y7bXX8p3vfAeAn//856xZs4Y//elP/PWvf0WWZf7whz/wox/9iCVLlgDw73//m6ysLN5//31uu+22PplzbwRNVyGTmJiIy+XqMUZSKIKleWVZxnzgjD/G/xzDdpzNbdS8sR57VSNDfnpfyP4okWhas4fmTQfImDOW3C/MDDlGUkg9kqhln++8QsDMh0qxVTYE++ZEnef6vdS+vQlNZnLEZppdadl5FNOOo6RMGhKzmDHtOk7N6+vR5aYx6Ad3RRU01tJazjz7NhnzxpN13VXdvByyLHPyyVdw1BrJvWlWr8Lr6j/cgb2ygcyrJ4bNwwngbG6j6t+fADDwe7eH7XvibGih+tW1IEH6rDERn5tx80EaPt5JXGFmRDFjK68nriAjpqIMXelNo8pQ779weKwOql9dB0DSmIEhxYwsyzSu+gxNqoGUq2ILdTsXzs7xsZyoIqFDiLtcLjweD5mZmX0iZAKoVLHJFCFmBILPKS1WVw9Py4mGdtodnpDjdWoFAzMTGZSVyOBsfcf3RLINOlEaWSAIwVe/+lUWLlzI/Pnzo4qZ7du3861vfavbY9dccw3vv/8+AGVlZdTX1zN//vzg8aSkJK666iq2b98eVsw4nU6czk7PiNlsjjrvWATN2UImGrJPpuaN9Rg3+5sY5iyZfk6fG5JCgeVkFbLbS+Oa3eTcMDXmcz1WBy1bD4HPhyoxtsRh8Buwlf/+hMJ7rglrOEei/UQlZX9dDrI/8Tp1cuQ+N0DQG+NqbMVe2RDTfQPCwueO3QvQsv0I4O8jEk3IyD6Zmrc2Iru9tB8pJ3tRd2EmSRLxJTk4ao2YdkYuydwVr8OFvdpfujhhQPRqX+2HywB/ietwxQoAlLoOD4/sT6qPJHzjOvKeHLVGfB5vSPFhOVVN6R/fRT+4gKIvLYpZcFxIugoI2RU6f6RpzW7qP9jmD/nMSul1Lsy50Lh6F3XvbyF99hh080YhyzIpKSl9KmR6wyUXMzU1NXzve9/j448/xmazMWDAAP75z38yYcIEwL/z9f3vf5/3338fo9FISUkJjz32GF/5ylcu8cwFgssDi9PDqYZOT8vJhnaO17eHbEAJoFRI9EtPYFB2IkOyEhmUncjgrEQKUuNFqJhAECOvv/46e/fuZdeuXTGNr6+vJyureyJ5VlYW9fX1weOBx8KNCcVTTz3Fz372s26PffnLX446n0iCptdCxuuj6r9rMO04CoC33e6vfHQOHyea1EQy5o2ncdVnNK3dTdq0kRFDxrpi/PQAPpcHhU5D2ozIYX/gN96b1u2hbvlW8Pmo+vdqBv3wLpB6lxCuH5CPfkgRlmMVVL+6Dm1GctQSvbr8DLTZqTjrWzDtOhGTmJGCYib0htTZ2GuasVf4cw6iNRIFMH12LDg+9+ZZIT1VKVcNpWXrYexVjdhrm4mL0M8ngK28zt+0UoL4fjlRx5s7xIxheHFEb1nXcDWv3RlZzHSIItnjxVlnDCmSbGV1yB6/kCt99m1KHlkasSFoJHxuD9YzNagMCRFfI1mWsZ6qpmXbYRRaDfm3z+t2vGvvl0CuzdmkThuJceshXE1tlL2wgkHfvwN1Us+cMdknU/HSSvSDCkgePwhVYuiiHZGQZZm697fQtGY34C9hrvX60Gg0qNWXTvxdUjFjMpmYNm0ac+bM4eOPPyYjI4NTp06RktJZ4vFb3/oW69ev55VXXqG4uJjVq1fzyCOPkJuby+LFiy/h7AWCi4vT4+VMo7WHp6XaZA97TmFqfA9PS0l6AtpeuMQFAkF3qqqq+PrXv86aNWv6JJflfHj88ce7eXzMZnNUL1GAUILGarX2Ush4qfjnKtr2ngQgbdYY8m6ejaSQaFq3h9a9p9BmpaDNTEGXnYo2KwVNelLEJO3MqyfSsu0wHrON+hVbKbz32qjz8Lk8NG/c75/D9JFR8zLcbVYq//0JlmMVAGizUim87zokhcTJp/4L+Ktj6XLT0OWlo8tJR52iDylyJKWC4geu59RvX8fZYKL8hQ8Y+L3b0aSFj/eXJImUiUP8ZZD3nCB32YyoYW6Kjh5ccoxiJuCV0WQkR/WIeB0u6pZvAfxNFPUDQufxJPTLQ5Nm8Pe32XmMuBtnRJ2H9XQtALqc9Kg5H16HC8vJKgASR4QvOQ2g6CJefHYnpIR/v6pT9Cj1cXgtdmxVjSHFTObVE1FoNdS8uR5beT2nn3mTfl9bFpOYln0yjpom2o9X0n6sAuuZGmS3l7RZo8m/dW6P8e5WCy07jtKy/TCuJn81NIVGRc7S6d3eu13/TsKJGVWCjpKvLOHUb1/H02al/MWV9P/GTT3+xqyltbTtP03b/tPUvL2RxKFFpEwcgmFU/5jCOWWfj+rX1tGy9TAASaMHUHj/dbS2my9IQ97ecEnFzK9//WsKCgr45z//GXyspKR7+b1t27Zxzz33MHv2bAAeeughXnjhBT777DMhZgSfW+wuLwerW9lTaeJIjZkTDf5kfG+IZHyAzEQtg7MTg4JlcFYiAzL1JGgvufNVIPjcsWfPHhobGxk3rjPMxuv18umnn/KnP/0Jp9PZreoXQHZ2do/KPA0NDWRnZwePBx7LycnpNmbMmDFh56LVatFqz71yYFdBU1dXBxCzkPG5PVT8/UPMB/19ZDLmjyfnxhlBg99W0YCtrA5bWV33EyUJTXoS2qwUdFkpaLNSMYzqh9rgT/hX6jRkL5pK9atrMX12jPS5YyOWRwYw7TyKp92GpFSQHiUZ3Hy0nKp/fYKn3V+ZMXXaCHJvmo1Sq8bn9mCvaQKfHOzqHkDR0UE+LqdD4OSlB41+ZbyOkoeXcOo3r+Gx2Cn7y3IGfPu2iEZi8oTB1H+wDU+bFcup6o5KX+FR9MIz4/N4MX12zP/8pgyP6mlq/OQzPG1WJLWS3AgCRVJIpFw1lIaPdtK66zg5S6ZFFWHWM/5O87GEmFlOVCF7vKCQMETJC+rmmXH0zOfqNm9JIr4wk/ajFdgrGyFM9GL6rNGo9DoqX16Fs76F0797nX6PLkOX07OBo8vUjqVDvFiOV+Kx9NxY9LRZgz/LXi/mQ2W0bDuM+Uh5Z3UwIL44m9Spw3sk10tKBZJKiezx4otQpliXk0bhvddS/sIKbGV1VL+2joK7ru627qp4LSmTh9G2/zQ+h4v2I+W0HylHoVFhGNWflIn+XKxQ+UI+j5fKlz+mbe8pAFImD6PgzgVhqwFebC6ppbNixQquueYabr75ZjZt2kReXh6PPPIIDz74YHDM1KlTWbFiBffffz+5ubls3LiRkydP8vvf/z7kNc8lflgguJTIskxtm4O9FSb2VJjYW2niaK05ZBUxg07FkGwDg7L1DM7yi5dBWYmkJFyaOFWB4H+RefPmcejQoW6P3XfffQwZMoTvfe97PYQMwJQpU1i3bh3f+MY3go+tWbOGKVP8eQklJSVkZ2ezbt26oHgxm83s3LmThx9++II9F/ALmq6Vyrr2kgmHz+Wm7K8rsByvBEJ3Ek+5ahjajGQcDSacjSacDS3Ibi/IMq6mVlxNrcH8iIH5twfFDEDq1OE0b9yHo9ZI7Tuf0v8bN4U1yGWfj8Z1ewBInjgETZgdep/HS/2KrTSt9Y9VxGkpuGNej74dxV9ahKPOiKO2GXttM84GE/hkfHYntjO12M74PQ2ajCSG/uz+4HnazBSKHlxE6R/fw1FrpPIfH1H8lcVhjX1tRjLxxdnYyutp3XUiqpgJhJnJMeTMmA+V4rXYQZKiJoU7m1tpWrcXgMwFE9CkRe4BkzJpGA0f7cTdasFysorEIeFFh+z1BsVsQv/c6PM+XNoxNi9qNTlJrQSFAnw+vPbIYgb8oWbtRyt6iNSzSR4/GGVCHOUvrMDdauH0M29S8vASEvr55++x2Dn99Js4G1p6nKtOSSRxSCH6ji91YjzORhPGrYf9gtvc2dpAmaAjZdJQUqeOiFjWWaFW4fV4w3pmAiSN6k/2DdP8jWN3HPVXnOuS16TLTafw7mvw3TYP8+FSTJ8dp/1IGT6Xh9bdJ2jdfQKlPo7kcYNInzMGXVYqAF6nm4q/fUD7Ub8XM33uOHKXzYy5Ot7F4JKKmdLSUv7yl7/wrW99ix/84Afs2rWLxx57DI1Gwz333APAH//4Rx566CHy8/NRqVQoFAr+9re/MXNm6ColoeKHBYLLCZfHx5HaNvZU+JtO7qkwUW929BiXZdAyviiFMQXJDM42MCQ7kcxErUjGFwguMYmJicFyygESEhJIS0sLPn733XeTl5fHU089BcDXv/51Zs2axdNPP83ChQt5/fXX2b17Ny+++CLg3zn+xje+wS9+8QsGDhwYLM2cm5vL0qVLL+jzaW9vx+FwoNPpcDqdUauceZ1uSl9+D+tp/457ztLpZF49scc4w/BiDMOLg7/LPhm3qR1ngwlHQwvOBr/AcTaYujX2A38hgJxlMyn703tYT1VjPnAmbBWqtgNncDW2ApA5f3zIMc5GExX/+Mi/K4+/6WPR/df1CAVTqFUkjRnQ7V4+t8c/5w6B46hpxlFnRBciFyJxcCH5t86h+rV1mA+XUff+FnKXhbZXwC++bOX1tO47Rd6tcyKG30kd4cGxeGZatvlDzBKHFYUVdwHq3t2M7PGiTtaTsaDnOp6NNjOZ+JIcbGV1mHYciyhm7FVNQSM8Wh6R7JM782VGRg4xA//fjDJOg9fqwOeIXB4cOvNm7NVNyN7QJYYDJA4ppP83b6bsT+/hsdg58+w7FD+4CMOIEpQJOnwdyfgKnQb9oHwShxShH1oYsueSadfxYI4JEuiHFJE2dTiGUf1j6okjaVRgdwbvGYnMayZir26ibe9Jat/5FF1uWo/1UWhUJI8bRPK4QXisDtr2ncK06zjWU9V4LXaMnx4gedxAyErFY3NQ9uf3g4I0+4apZF476bKzQy6pmPH5fEyYMIEnn3wSgLFjx3L48GH++te/dhMzO3bsYMWKFRQVFfHpp5/y1a9+ldzc3G5VXwKEih8uKCi4OE9IIAhBU7uTvZUm9nZ4XQ5Wt/Uog6xUSAzPNTCuMIVxRSmML0ohN0lUERMIrlQqKyu7iYGpU6fy6quv8qMf/Ygf/OAHDBw4kPfff7+bKPrud7+L1WrloYceorW1lenTp7Nq1aoLmpcTqvxypCpnsk+m6l+rUFb6d6XzbplD+uwxMd1LUkho0gxo0gwxlRY2DCsmcVgR7UcrqH1/M4kjSnpUoZJlOWgoJo4oCSkwZFmm/KUPcVQ3gQSZV08ie9HkmMvvKtQq4vIzevRekcP0CUmbMQpHnZHmjftpWrsHXU5a2AT85HGDqH17Ez67k/Yj5RHLBgcqW0XLmXG3Wmg/Wg5ET/y3nKiibf9pAHJunBFzBa+Uq4ZiK6ujbf8pvI65YcPprB1eLHWqIWruib26MRiWZRhREnFsAKXOL2Zi8sx0hCrKbg+OhpaoxQviC7MY8O1bKf3ju7iMZsr+upzCe68jZcJg8m6Zg0qvI744O+r7KHXKcH9J7cnDSJ08PKrn62wCRQDkKJ4Z8Au8gruuxtlowlHdRMVLHzLwu3f02CwIoErQkTZ9JGnTR+Jqaad193EsJ6tIGJCPu91G6bPv4KhtBgnybplL+qzRvZr7xeKSipmcnByGDRvW7bGhQ4fyzjvvAGC32/nBD37Ae++9x8KFCwEYNWoU+/fv53e/+11IMXO+8cMCwfng9cmcqG9nT6WJfRUm9lSaqDDaeoxLiVczviiFsYV+4TIqP4l4jchvEQiuVDZu3Bjxd4Cbb76Zm2++Oew1JEniiSee4Iknnujj2YUmVNWymPvQSJB/xwLSpo3oeawPyVk2k/Zjr+BqbPWXfT4rH8Z6pgZbub/aW+b8CSGvIUkSBXfMp/ylDym4a0HUcK5YiZQrkvuFWTgaTFiOVVC3YivJ4wd1q0wVQJ2UgH5wAZbjlZh2H48sZjp6bkRr0Niy4yjIMsoEXUQPh+z1UfP2RsBfZSx5wuCwY88mefxgvwhzeWjbf5rUycNCjgt472IKMTvkDzHTZPjzqWJB0ZE3Ey1nBvxls5VxWrx2J/bKxpgqsWkzU/yC5k/v4TKag6IgaXT/mOYHoEk1MOSJ+895czIgYqOFmQVQatWUfGUxp371Kh6LnfqV2yi6//oY5plI5tUTg15WpVaDMl4LCgWF91xDysQhYc/1eGKb24XiklpP06ZN48SJE90eO3nyJEVF/h0bt9uN2+3u8UGqVCrxxdA5VSC40LTZ3ewLel1a2Vdpwurq/o9GkmBQZiLjipIZ1yFeStIThNdFIBBcMiKVX44kaCSFf+dXY7SRNCp2g+5cictNJ3XaCMwHzvgNq7Nw1rcgqZXE5WWQMDB8GFN8cTZDfnpvr5obng+BCmdVr6whZ9mMkEImQMrEIViOV2I5URW2Bwp0hBsRfYfecqraf92rhkYMY/J5vCT0z8NR1+KvQNeL/0mqBB2GkSW07TuN5XhlSDEjy3Jn8n8MYqb9SDkAhhH9Yp5LwCPks0cPM5MkibjCTCwnqvx5M2EE2Nmok/QM+ObNOBpMUQtRRLr3uRJ478QSZhZAk2qg6KFFGDcfIv+Onhv/sd1XRcnDS7BXNqIfHDnCye12Y7Va/zf7zHzzm99k6tSpPPnkk9xyyy189tlnvPjii8EYYoPBwKxZs/jOd75DXFwcRUVFbNq0iX//+98888wzl3Lqgv9BZFmmtNnqT9LvCBk72WDpMU6vVTG2MDnodRlTkExS3KVvviUQCAQQWx+ZUIImgDJOS9Ko6P1CQuFzuSMa9j3He8hZMp3cG2eELLecNn0USaMH4G63RTUYz1XIyD4Z2euNKb8hMGdJrUQZr6P4oRuijk8aMwBJpfTnUESYY1xuOtlLpqHURjYY+331Rqyna1Cn9uw10hWlVk3+bXPJunYS6uTIY0ORee1VZMwdH7F3TL9Hl2E9U9stdyrs2K/dSPuxCrQdieexkDZ9JIZR/UmIoX8NQOr0kSRPHII+hspqPpcHSaVAUihQxutIKAl/D5/HiyQRc+hib0ibMYqkMQNiqgbXFf2A/LAltsFv00BkoaWM00YVMgBqtRqLxYJKpYqpEmJfc0nFzMSJE3nvvfd4/PHHeeKJJygpKeEPf/gDd955Z3DM66+/zuOPP86dd95JS0sLRUVF/PKXvxRNMwUXHIfby/4qf4J+oMpYq63nzkhxWjzjilKCXpdBWYmi+aRAILgs6U1DzLMFjcHQu1j/bvc9Xkn1a2vxOd0Me+qhmHeqT/z8X6BUkHfznLAGsSox/pwaAMZC1StraNt3iqyFk2PqeC97vRz6xh9BoWDAN2+KmvQOfoMxZeIQvE437jYr6qTQ1eS0WSlkXTMp6vUkhYR+UHgj9mzORcgAxIfo1dJtHpJEXEFmyJ4uoVDG63pUlotGyqTOSm2ulnaU8dqI5bA9rVYaPt5B8rhBUT0Wjat30fjJZxhGD6D4Swsjjm3be5LKl1ehzUphyE/u7dVziEa4EL5IWE7X0LRmN1kLJ/fwJsk+meZN+2nZcoi8W+egH3T+eeUqlQq9Xh+sINxXgsZm6xmmH/L+fXK382DRokUsWrQo7PHs7OxufWgEggtFq83F7nITuypa2FXWwqGaNtze7uWRtSoFo/OTO8SL/3u6XuRoCQSCy5/eCJkAXQWNyWQiLu7cOqIrE3TB5oBuUzua1OjCyN1mxWX0G0fKuN6Hr8iyfN7hvD6XG6/dibW0NiYx43V0bHj5fL3yQMleLxUvfYiz3ki/R5ehzYwtZ8TV0h5TU8crFdnrw3ykLGpIo8dip/S5d1Bo1ZQ8sjSsILSersFri60ymLOpFdnrQ6GK3kvF0+7vMXMhPDPnQsNHO/y9b9ptDPjObd3+DiSFROuu4zjqjBi3HOoTMQP+io4qlarPBE17eztWqzX6QC4DMSMQXCpqWu3sLm/hs7IWdpW3hAwZy0zUMrE4NVhhbFiOAU0MH2wCgUBwOXEuQiZAQNA0NjbickVPtA5FXG4aklqJ7PZiq2iIScwEysFKKmXMu/vgFzHmQ6U0fLiDvNvmklCSg/VMLXFFWb0ONUvon0vr7hNYz9TGJI68XXI3FCHC4sLNt+q/a2k/4i9LbDlZFVXMeG0O6ldup/nTA/R/7KaonhivzUHzpgM4m9sovOvqqHOyldfTuHYPOUunoU1Pjul59DWOOiOV//oEe2UDJQ8vCVvMwOfyUPbX5TgbTUgqJa7m1pBiRpZlLKf9+USxhGy5mloB0GQkRx0baMCqSjw3sd8bPBY7bftPkTp1ZMheL9bS2s7+T9ddFfI9mzp9JLbyetr2n8ZjsaPS9828A58t5ytoAp9XsfS8AiFmBP8j+Hwyp5ssfFbWwu7yFnaVm6hp7dmtt19GApOKU5lQnMqk4lQKUuNEor5AILiiOR8hE0Cj0ZCSkhLzTunZSEolcfmZ2MrqsFXUkzx2YNRzrKX+sr5xBZkx5avIskz7kXLqV27HXtkAQP3K7RTecw2nn3kTpU6DYcwAkscPInFwQUy76MFGiW1WXMa2qIZ910T0SOFOXalbvgXTjqMAZF4zibTpo8KOlX0ypp1HqXtvc7DjfPPGfWHFjMdip2n9Xpo37sfXUfErY87YHmWmoeP1O1pB05rdWE5WAX7jPP/WuRHnL8v+hqLuNivqlMSwz1v2erHXNPvfA2X16IcUkDq5Z+lo2eejad1e6j/YhtxRuc1W1RhSzMg+H5X/+hhbqV/4Ft5zTdjQPmd9C15rR2PYCLkkwfEdYkbbKzHTM9zRfKiU9mMVxBVmEV+YiTY7NWIlvFDIPh/txypp2X4Y88FSZI8XTXpSyB4/DR/tBPx/N4lhSlwHq9E5XJh2HiVjXs/+TOYj5agSdGjSk1AmxN4q4nwFTdfPq1ANiEPRKzHj8Xh48sknuf/++8nPjz0eUyC42Lg8Pg7VtHUIlxZ2V/TMdwn0dplYnMrE4lQmFIuQMYFA8PmiL4RMAJVShcLtpXnTARyyEq/Dhc/hwmt34XM4O393uNDlpjPgm93LUMcXZWErq8Ne0RDT/QKemfgIidfQYYQfq6Bh5fZgmWYA/dAishdN6eh1IuO1OzFtP4Jp+xGUCTqSxg4kefwg9APzwxqXurx0FDoNPocL65naqGKma4ngWELjmtbvpWm1v09O6pThZC+eGnasraKemjc2BJ+jQqsm67qrSA8R/uZus9C0di/GzQeCJX0VWjVpM0ejOstrIXu9mHafoGnNHn9PkQ50uWkk9M/D1WLG2WDC3WbFY7bibrXgNlv9v7f5vwd63/R7bBmJQ4qQZX+DVFt5PbayOqzl9dgrG5DdndU+fR5PDzHjaGih6t+rg2uvSTNQcNfVYUOhat/9lLZ9HX1yls2MmHMTKBOt0sdFLf3ssTmCwicmz0yHsAzl4TAfKsW45VDwd4VGhS4vIyhu4gqz0GWnhmzi6WxspWXHEUw7juJu7YweUWjVwRDMrtjK64M9hrKunxxWgCi1alImDsG4+SDGLYdInzuu21hZlql4aSU+pzt4P3+PqKTu39OT8Cp6lgo/V0Fz9ufVBcmZUalU/Pa3v+Xuu+/uzWkCwQXH4vSwt8LErg7xsr+qFYe7e/nuOLWSsYXJQfEytjCZBK1wTgoEgs8nfSlkAJBlvK1Wmtfvxe6NvLMcMAS7ElfkT0S2VTQg++SQITIBfB4vtg7vSrhKVbIsYzlRRf3KbcGdeQD94AKyF03ptkOf8MsHad13itY9J7CV1uG1OmjZcoiWLYdQGeJJGjuI5PGDSOiX221ekkJBfEkOlmMVWM/UknpV5GTsQJiZpFZF9fyYdh2n9u1NgL/jff4d80Manx6LnboVW2nZegg60jiTJwwmd9nMHsn7rhYzjWv20LL1UNCroYjTkjFnDOmzx3Yztr0OFy1bD9O0fi9uU3vnazUwn8yrJ5A4rBhJkqh5cwPNG/dHfC4B7DXNNG86gK28PtgA82xUSQkklOR08yrIPpnmDfuoW7ElKHjSZozyN/IM4+lpWreX5vX7AEifPYaMeZFzmiyBnjcD8qJ6GQIhZnD+nhldXjr6wQXYKxvx2p34XJ4O71Qdxo4xgfLi+V9cgCYtibZ9p2jZfgRrR5ntAAkD80mdMpyksQNDNjit/2iH/575GRhGhe8xBP5KcMbNB3E2mLCerkE/sNNJ4bM7/X0lAr873ThqjThqjT2u40zWQVHPz4PeCprz+bzqtSU3d+5cNm3aRHFxcW9PFQj6jKZ2Z1C47Cpv4WitGV/3XH1SEzRMKErxi5eSVIbnGlCH2PkQCASCzxs2mw2n09l3QgZAISGplejyM0hM0KPQaVDqtB3fNSjjNMGfVYk9Y93ji7MB8DlcOJtM6CKU4HXUNAWN2lCeGeuZGuqWbw3utoPf0MteNKWbURZAnawnY85YMuaMxdVipnXPSVr3nMRe2YDHbMO4aT/GTfspuOtqUqd09xbo++d2iJmaHtc9m0AoVzSvTPuxCqr+/Yn/+fXLoeiB63vszMs+H8Yth6hfsRWvzS+SdLnp5N0yp0dYmafdRt2KrZh2HEX2+jfylPo4MuaOI33W6B5lrRtWfUbTmt2dOT6SRNLYAWTOnxBcpwAqQwJIfkNdnaRHlZSAOikBtSGh42c96iT/zwqNirp3N0Og7K9aSXxhFvHFOcSXZBNfkoMmpfv70dnYStUrq4NrqU5JpOCLC0gc2jOEKkDr3pPUvusXgkmjB5B706yIAkWW5aAwiCVfxtlRrEIZp0WZoIs6PpKYSZ81hvRZY5BlGZexDXtlI/bKRmyVDdirGvFaHf5csvJ6fHYXRx9/Mfg+Av97N2XyMFInDw827QyFrbKB9sP+vKtwuTJdiSvIJK4oC3tFg78QQJe/G2W8jhFPP4LX5sRlbMPV3IbLaO746vxZdntQp+iB0B6UWAXN+W689FrMXHfddXz/+9/n0KFDjB8/vkdyzuLFi3s9CYEgErIsU2G08Vm5v8rY7goTZc09d3wKUuOYWOQXLhOLU+mfIRpTCgSC/z1UKhVWq5XU1NQ+7fkgSRK67DSKb15EamrsvUACaDNSgiFb9vKGiGLG2uFpUSfrexi/ANay+m7d5bMXTY2pHwb4GwpmLphA5oIJOJta/cJm70kctc0h8zICHh5nXQseqwNVBOPWa+8QM7rwIcu2ygbKX/wA2etDm5NKycNLQ1Y+M+08Rs3r6wG/dyV70RTSZ44OGY4kqVW07TuF7PWhMsSTuWACqdNHhdy9B/BYbHjtTiS1ktTJw8mYNz6soZwxbxyZCyaEvG8oMq+egDo5kfiSbOLy0iN6qGxVjZx5+o1gKFzqtBHkLpsZsqdQAMvpGipfXgWyX+gW3ndd1BwUd4s5GKbV2+T/WOyISGFmASRJQpuejDY9meRxgwC/feNuMWOrbMRZZySuJBtVYjxutwfD6P6kThlB4tDCmHJsArkyutw0kkYPiDoeIG3aSKorGmjbdwrPzbO7zV+SJFQJOlQJupDNQmVZ9m8ENDXBuk/C3iOaoOkLD3KvxcwjjzwCELJppSRJeL09Y+cEgt7i8frYesbI8v01bD7VTFN79+6+kgSDsxKZ1CFcJhankp0UffdEIBAIPu+oVCoSEhIuSfO6SEgKifiiLCwnqrBV1JNy1dCwY4P5MmFCzNJnjsJ6qpr02WPQDyk8540rbUYyWddOIuvaSbhM7SGN0bjibFBI4JOxldaGraoF4HX4/1cpwnhmvHYnZX9+H5/TjTpZT7+vLgsrjlImDaFp7R7iirPJWToddYReOkqdhuwbpgGQOnV41IIJGXPHodBqSJ89JuJ1gZibhQbIWTI95rFxeeno8jJwtZgp+OICDMNDJ6wHcLdaKH9hhT8BPjOZkoeXoNBEn18gxEyh04QsfnA2weT/CJ6QAD6XO5hb0tt+R5IkdeSfJEFHUYyi+69Dk5bUqwpj9qpGzAfPAB1emRh73SVPGEztO5vwOd2YPjsWU/nxrnNXJyWg8Tqjjg0naPoqFLbXYsbn80UfJBCcA7Iss7+qleX7a1l5sJZmS6ebVaNUMLogKShcxhWlkBQXew1/gUAg+F/B4/EQH39hmkieL3FBMRO5CEBAzITruq7QqCl5eEmfzi2UBwj8ydJxBZnYKxr83ewjiBlf0DMTWswo47RkL55G/fIt9Ht0WcQeMZJSycDv3R5zv5r0WaNjGgd+71TODeGLDVwsJIWCogeuR6HToIqPviGpSkogfc5YjJsO0O+rN8Zs8Ae9eP1yY/JyOHtVlrmzMmpfNG+NL8qOPugsmtbtBUCbk0rS2EExn6fUaUieOISWLYcwbj1E+pyxFyyi5WxBE/i5T4qTnNfZAkEfUNpk4f39tazYX0O5sTPuMjVBw6JROVw/MocxBcno1JdHMyqBQCC4nPF4PJd6CmFJKM7BnJWKLi897BjZ6/WHAikVxHeURr7UJA4uRFIq0KRF7o+j0GnQpCehDiOMANKmjSB53MCIoVTB6/Wi8eaVSiw9hwJIkkT29ZNJnzUmYrjf2eiy04gvzo49FDElEU96EroYmpf6PB50eel42m0Xpc9MKPJum4s2JxVdVmrMXpkAadNH4jFbSZs20l9g4gJG558taPoqp++cxMymTZv43e9+x7FjxwAYNmwY3/nOd5gxY8Z5T0jwv0Gj2cEHB+tYvr+Gg9Vtwcfj1EquHp7F0jF5TB+YLhL2BQKB4DIk0JhSPyAPZQw76gGSxgwgacwAHHVGfB5vyCaWklJJ4T3X9uV0g7jNVpRx2t6HTi2dTtOGfT2S488mELIWjViEjCA8vREy4M/7iVbtrCtF91/f7XfZ6wubMyRJEolDi/DanVHX1VHfgjYjKaYeR71BqdOQdU30993Z1K/chsfqIGPuuLDlr68Eei1mXnnlFe677z6WLVvGY489BsDWrVuZN28eL7/8MnfccUefT1Lw+aDd4WbV4XqW769l25nmYPUxpUJi5sB0lozJY8GwLFEuWSAQCM4DlerCfobKssyZ37+F9XQNWYumkH395F6d73W4OPPcOyi1GgrvuzamsJqAeDKM7HfOYTCmXcepeXMDadNH9iqvA8BlbKP2rY0A9Pv6F0gcXBjjef7qT1eyoQiBRPX2qJ6pzyMuo5kzz71D3k2zQoYYus02mtbuASDv5jkhc3hkWaZu+Raa1u4l98bpIZtUXgpad5/E2WhCl50a8j3qamlHlRjXa/Efjq45MnDujTXPptez++Uvf8lvfvMbvvnNbwYfe+yxx3jmmWf4+c9/LsSMoBtOj5dNJ5pYvr+WtccacHo6c67GFSazdGweC0fmkCaaVQoEAkGfoFKpsNlsFyxvRpIk4vvlYD1dQ/O6vWTMGdsrT0PDRzvwtFnxqh0oE6KH5fg8XmpeW0fL9iNkL5pCVi/FUwBHbTNeq4PGNbtJGjswZIWmcLRsPwKAyhCPPobu8eBPyi59/n18Dhf9v3UL8QWZUc/xuTxYTlZhCNO5va/wuT1ISkXMnehbthyi5u2N5N82r0fp6s8zPpeH8hc/wNXUSuV/VjP0ift75EOpkzur+rpbLSGLBkiS5M+n8vmoX7mdpHGDwuZo9SXtRytoXLOL4q8sCVnZzmvz94MK5V31OlyU/uldFFo1xV9adN5CNlyyf18Iml6LmdLSUm644YYejy9evJgf/OAH5zwRwecHn0/ms/IWlu+v4aND9bTZ3cFj/TMSWDomjyVj8ihMuzwTVAUCgeBKxuPxYLVa0Wq1F6yiWca88Rg37sdrd9K86UBMoVUAjjojTR2NDjOvnog2PSnieI/NQcWLK7GcrAL8PUlkWT4n70zW9ZNp238GZ0MLVa+sYdD3bo8p3Ef2+WjZfhSAlMnDYipR3H60gvK/fYDP6faXo7ZHrvjktTtp/vQAzRv24THbGPx/d6PLSYvtiZ0DzZsO0Lx+r79/ydThaNOTw46VvV6aNuxDdnup+s9qLKeqybt1btiyz9GQfT6cDSYklTKmhpQXmnDvJ1mWqX5tLfaqRpAkiu67LmRhB3VSZ+PScGIGIHvJNH8JZIud2nc2UfylRSHHVb68Ck16Ekmj+6PLzzin97q71ULtO5to3XMS8G8g5N7YPRVEluVgnyFlfM/NCMvxSpwNLSDDyadeofDe685ZZIcTMr1trBmOXouZgoIC1q1bx4AB3WtYr127loKCK9uNKjg/jtWZeX9/DR/sr6W2rbP7c5ZBy+LRuSwZk8fwXIPo/SIQCAQXEI/HQ0JCQp+FcIRCnRhP2oxRNK3bS9O6PaTPHhO2glcAWZapeXMD+Hxo0gxkLpgYcbyzqZWy59/H2WACIGvhZLKun4wkSVT9dw2u5jbUKYn+po0petTJHV8piagS4nokQivUKgruWsDpp9/AUd1E4+rdZF13VdTnajlRhdvUDhCTV6JlxxGqXlkLPh/qZD0lX72RuDAFD9xmK83r99H86YFgo0RJqcBaVoejvgWv1Y6kUiIplUgqJQqVEkkd+FnlP6ZS4nM4adl5DGW8zt/oMU6LMr7jK/izDqVOg6RQYNp+BHerhcZVn9G46jP0gwpInTqcpDEDe4RJSUolA759K1X/Xo354BlMO45ir2ig6EsLowou2SfjamrFVtmAraIBe0ejSJ/TTdqs0agS4rBVNASbbp7djFNliA+ZVxXoceJq8TdvdHd8D/yePnsM6TM7q7v53B7/8aZWnM1tXb63IamVDP7BF3vco3njfkw7/bnhOUunh23iqVCrUCbo8FoduNssYV8LVbyOnGUzqPr3atr2nqL9aAWJw7pf02Vqx/SZ/54NH+1Ak2bAMHoASWP6x1SJTfb5aN50gPoPtgXfTwn9c0OWQfe5PJ0NVkN4VpPGDKDkqzdS+c+P8VodlD3/PpnXXUX2wskxe/QgevnlvhA0vRYz/+///T8ee+wx9u/fz9Sp/rJ+W7du5eWXX+bZZ5/t9QQEVzbVJhvL99eyYn8tJxrag48nalVcNzKbpWPyuKpfGspeVtcQCAQCwbkTHx+PVqu9oIImY/54mj89gNfqwLj5IJkLJkQc37bvFJYTfg9L7s2zI/YHsZ6poeyFD/Ba/MZ8wRcXkDKp0yCzltbirGsJe76kUvoN42Q9xQ8vCZb9TeiXS/rssTRv2EfDxztJGjMgqkEeCDFL6J8bsdGnLMs0rvqM+g+2Af7mhSVfvTFkOJGzuY2mtXto2X4Y2e3vz6fQqEidPpKMuePRpCZy6revB0tURyP35lkYNx2IaWzmtZMo/vJiWrYfoWXHETxtViwnq7CcrEIRt4GUCYNJnTaCuILM4OajKl5H8ZdvoHn9Xmrf24Kjzsip37xG/u3zuq2L1+Gi/UhZh3Dxd7nv2s2+22tQ34JTocByrCLifJX6ONSGBDIWjMe08xjulnZcLWZkT/i+ho76FqpeXYuzwYSruQ13a7u/UlcIJJUS2efrZqBbTlZT+84mAJLGDSJjfuQcF3Wy3i9mWsOLGYCUq4bRsu0I1tM1VL+xnsE/uqtbPookSWTMG0fb/tMd+VZmmtfvpXn9XlT6OAyj+pM0uj/6IYU98lhs5fVUv7bO70kClAk6cpfNJOWqYSErnAVCzCB0mBmAYVgxgx7/IhUvrcRWXk/jxzuxldZSeP/1UfsTQex9ZM5X0PRazDz88MNkZ2fz9NNP8+abbwIwdOhQ3njjDZYs6dua74LLE5PVxYeH/JXIdpWbgo9rlArmDMlg6Zg85gzJFKWUBQKB4BLSVyEcXenaa06dpCdt2kiaN+6nae0e0meNDltK2Ot0U/vOp/55jCghaVT/sPcw7TpO1X9WI3u8KBP8RvTZeSoZc8bhbGrF3Wrp+GrHbbIEDVzZ4+3YqW9Hqe3uMcpePA3zwTO4jGaq/rOaAd++NexOs8fqoG3/aQBSp44IO2fZ66P6jfW0bDkEgH5QAcVfvqHHjre9tpnGT3bRuucEgSo4yngt6bPHkj57TLe+KepkPZqMJGS3F9njxefxfw9lxKuT9BhG98drc+K1O4PfQ4W3KTRqtJnJ5CyZRvaiKbQfLadl+xHaDpbiszsxbj6IcfNBdHnppM0YFfRw+A3t8cQX51Dx9w9xt1qofHkVltM15N08G4VahdfmoOLvH/W8p1ZNXGEW8YVZxBX5v2vSkzDtPIouOxV3mxVPmwW32Yq71Yrs7iwv7rXY8VrsgITleGWPayvjtKjTDGjSDGhS/d/jS3Ko/MdHuIzmbmMlpQJ1mgFtejKajKTg965Cx9XSTsVLK8Eno8tNo+Cuq6NGlKiT9ThqmqOKGUmSyLt1LiefegVXUytNa3Z3ywFTJ+vJ/cIscpbNxFHTTNuB07QdOIOjugmPxU7LtsO0bDuMQqsme9EUMuaNx2tzULdiG8bNB4LPI3XaCHKWTI/Yh8fb5b0RKswsgCY1kf7fuoW6dz+leeN+LCeqOPXUfyl6YCEJ/cOXTu9tQ8zz+bw6p/IEN954IzfeeOO5nCq4QrG7vKw51sCK/TVsPNGEp+NDWJJgckkaS8fmcu2IHNHIUiAQCC4j+lLQuN1uXK7uu+yZV0/EuOUQnnYbxi2HwnYQb1y1E7epHUmlJO/m2SHHnO3Z0GamUPLI0pA5CGnTR4Y8P7A77ja1426z4LU5e+S4KLVq8u9cQOlz72Arr6d5w76w1aVadx1H9nhRaNUkdXRoPxuv003F3z+k/XAZAMkTh1Bw19U9wqN8Lg9nnn4zaESqk/VkzBtP6rQRIUP0ih8MnVMhyzKy1xcUNrLHi8oQT/K4ns0SZZ8Pr8PVReQ4uiVyS0oFhpH9MIzsh7vdhmnnMVq2HcZZ34KjphnLicpu4Vrg91AN+sEXqXx5lV8IbTmErbzenySekYQmzYAqWU98F/GizUwJ6R0IFbYnyzI+h6tD4Fhxt1lwt1lJ6JdDxrxxqFO7C5dwxSdSpgzH53J3Ey7qFH3EECmf20P53z7AY7GjjNNS/NDimHKD1Mn+vJloYgYgLi+djDnjaFq3h4ZPPiN50pAeOUuSJBGXn0FcfgbZC6fgbG7FfOAMbftPYy2txed0o9TH0X60gsp/r8Jj9vfo0+Wmk3/7XBL650WdRzfPTJQCHgqVkrxb5hDfL5fq/67B3Wrh9O/fInfZDBSje4bf9VbIBDj780oZYwnrXouZfv36sWvXLtLSurtlW1tbGTduHKWlpb29pOAy5mitmZc2l/LJkXqsrs7doGE5BpaOzeWG0bnkJF2aJlECgUAgiE5fCBqXy4XJZEKr7W70qJP1pE4ZjnHzQRpX7yJt+qge4WPOBlOwdG3mgglhk76NHbH+AAkD8yl+6IZe9RORJAmVPg6VPo64/IyIYxOHFJI6bQQtWw9Tt2IbhpH9Q4qmQIhZ8rhBYXOCKv62kvaj5YBf3GUvnhbScFdoVKTNHE3bvlNkLJhAyqQh51TyVpIkJJUSQuSS9BirUKCK1wXD7CKhTownc/54MuaNw1ZeT8u2wyEFEoBKH0fJI0tpXL2L+g+24ahuon7lNoruv54hT9x/XrmxkiQF837I7h7Wl/uFWTFfp7clw2VZpub19dgrGkCCwvuvC5vMfzaBIgCxiBnw53+Zdh/H02al5s2NlDy8JOJrpk1PJmPeeDLmjcfdbsN88IxfgLa047HYUWjVZC2cQsacMTH3sPHa/KJaUqtifh+mTBhMXH4G5X/7AGddC7XvfEpGTveiYOcqZAJ0/bw6+/MmHL3+KyovL8fr7enidDqd1NTU9PZygssYo8XJrS9sp93pd/fmp8R1VCLLZWDWhS8pKBAIBIK+4XwEjcvlorm5GZVKhUbT06DPvHoixq2H8ZhttGw7TPrsMd2O17y1EdnrQ51qIPOa8En/KVOG07L9CLrcNPLvXBAy8bsvyV02k/Yj5f7KT29vpOSRpd2O26oag/kHqVPDJ/5nXjsJ6+lqcm6cSfqs0WHHAWRddxXZN0zpVQL1xUaSJBJKckgoyYk8TiGRde0kEvrlULd8K3m3zg2efyXibrXQdsAfUph9wzQMw2Ov3BX0zEQoANAVpU5D3s2zqXjJ79EzHyqNGHrZ7V6J8aRN83smVfE6Cu66Gv3AAjSpvbPLOssy9641hi47lYHfuZ3q19YRl5eOKisleOx8hUyAwLktLeHz4roSs5hZsWJF8OdPPvmEpKTOcoper5d169ZRXFwc6+UEVwDPbzxDu9PD4KxEnlw2gnGFKVfsh5RAIBD8r3MugiYgZNRqNQaDAaezZw6GJs1A6pRhWE5Vo0pK6HE867pJuM1Wsq+fHDanBvzhX/2/cRMKneai/K9RxmnJv30ezZsOkHfb3B7H3UYzKn0cyngd8f3C5wboB+Qx5In7URt6PveziVT04EpFP6jAn3d0hdsHmpREBn7/DoxbDkUU3aHoDDOzIvvkkJ65s0kaO5DE4SVhG1bGSupVw87pvIBnJhav3dkodRoK770WAJPJnztttVqx2WznLWQCJCYmhvy8CUXMf1VLly4F/Ir7nnvu6XZMrVZTXFzM008/HfssBZc1Na12/rPdX2HkhwuHMr4ofAUXgUAgEFwZ9EbQdBUyaWlpeDyebsdlWcZlNKNNTyJ32UwUWnVIj0NC/zwGff8Of5JlFHrTfPN8kX0yCQPySBxREtIQTxozgMQRJbhbzNETwGMQMpcrgRyVWF/7YG+SLuMjvT6O+hZ8bg+alMSICekAHosdFNI5Gdh9gTY9mdylM6IPPIv4oiyKv7I4KGqi4ahvQVIqKH7oBhSXqFhS8rhB6HLTYxKhod4jXc8L9LZKTk7u08qJsTb+jVnMBCqYlJSUsGvXLtLTQ9dMF3w+eHbtSVxeH5P7pTJjoFhrgUAg+LwQi6A5W8gozhIp9tpmyl9YgcvYzvDffDmq8RlK5LTtP41hZL+YmlCGw3qmhvYTVb3OjwCwnKik/IUVJE8YQv7tc0PmGihUSrSZKSHOvnhYz9Sg0Gqi5gGBvxhB48c7ybxmYkzixHykjLrlW1ElxtP/0WVRx1f9dw2mncfIWTItbNGEsyn903u4W8zkf3EBaREqwpW/tJK2fafJWTo9Yplvn9tD/crt6AfkYRjZL6Y5XGhUifHdwsQc9S3ossNvAte+vYn2o+Wkzx5D3i1zehz3ebw0rt6FQqUk8+reeYliJdCXqSuhvEqt+05Rv2IbupxUih/qnh8TwO12o9frL1iT3mj0+hOkrKxMCJnPOacb23l7TzUA3712yBXvOhYIBAJBdxITEzEYDJjNZtrb27sdiyZkADRpSf5kZ58P86HeF/5p/vQA5S9+QNkLK/C53IDfEHfUGWO+huV0NaefeYuGldtpO3im13Mwbj6Iz+XB2dASc9I0QOvekxi3Hop5fPuxCrxO/3OUvV5kOUzDkzD3OvPsO5T9ZTnuNmvEsbLPx5ln3qRx9S6qX10b031krw9HdROWYxU4G01RxyNJyB4vpt0nYn0KncZxlPko47Qgy1HfTzVvbKBpzW6qXl2Lx+qIOPZS0PDRDk784j+07jsVdoyzuRUATZhiGE1r99Cwcjv1K7fjaIgtb+R8aT9Wwclf/Rd3u63b47Lb/zfSdvBM2AIHarWahIRL553stZh57LHHeO6553o8/qc//YlvfOMbfTEnwSXm6dUn8cmwYFgW4wov7Y6UQCAQCC4MoQRNLEIG/PktiUOLATDv752QaDtwhpo3Nvh/keWgZ6ZpzS5O/PI/VL+xwR9uFIWEfrkkDPCXoK16ZU3MydfQkezdIYDSZoyK6Ryvw0Xlf1ZT8dKH1LyxAXtNc8TxrhYz5S9+QOkf36Xx450ANK7dw6lfv0rb/tPIvuhiQ5uRjKRU4Da1U/7CCnwuT9ixkkIRLHXcuuckxs0Ho17fMKIEdUfiePOn0cenjB8MgL2iAWdTa9Tx/ol1iJkozzfgZbGeqY24/pnXTkKhVeNps1L71obY5nCRaPhoB/Urt4PP5+8lFALZ68PV7PeKhqvslz57DOpUA7LHS/V/14Z9rzgbW7FV1PdKIPeYjyzTtH4vpX96D0d1EzWvret2PGnsQJT6OPDJYUW8SnVpc8F6LWbeeecdpk2b1uPxqVOn8vbbb/fJpASXjgNVrXx8uB5Jgu9cM/hST0cgEAgEF5CugsZoNMYkZAIkjfGH1ZiPlge9K9GwltVR8Y+PQJaJK8yk6IGFSEp/B/a2/Wf8BtOm/Rz/yT9pWr8XX4Qu75JCQeE916KM1+K12Kn81ycxCQQA47bD4JNRJujC9o/piq28npNP/RdTR6nmhAF5qPShQ+t8Hi8Nn3zGiSf+FWy4aatswOt007xuL/bKRspf/ICTv/wPps+OIXt9Ia8DEFeQSeF914Hkn0PVK6sjGq5ps0YHn0/t25uwdVRjC4ekUJA23S/mTNuPRF3HhIF5wSIPrXtORhzbeQ+/mIlmcCcOKURSq/zemSNlYcdp05PIudGf12L67DhtB0KL6YZVn1G3fAstO49iK6/v1iSyt8g+H167E5epHa/DFXJMUMgAhtH9Kbz3upDjXKZ26Ejd0GQkhRyj1GnIv91flMJ6uoaWbaFFRPOm/Zz69Wsc++FLVL++nvZjFRH/Zs7G5/ZQ9coaat/eBLKMLj+D3Ju6l79WqFXBan7GLYeQQ1Q0vtT0WkoZjcZulcwCGAwGmpsj71IILn9++4l/J+HGsXkMEuWXBQKB4HNPYmIiLpcLh8MfshOLkAEwjOwPCgnZ7aH9aAVJYwZEHO9sNFH2l+XIbg+aNAMljywN9m6RFAoGfu92mjfup+HjnXjtTmrf3oTx04PkfmFm2CR9TWoi+XfMp+KlD7Ecr6Rp/V4y50fO5ZC9Plq2+I3D1CnDI/bYkH0+GlfvDu62SyolOUumkT5nXMiKVe0nKql5fQPOjtAglSGe3GUzSZ7oD9ku/vJiGlZ9RvuRMhx1RipfXkX9yu1kXj2RlKuGhpxL0qj+5CydQd17m2ndfQJtVgrZC6eEnK8kSRR8cQH26kZcTW1UvLSSQd+/M2L+TOq0ETR8tAOv3Ylp1wnSpoXPa5EUCpLHDaJ5wz5ad58g69pJYcd2mZT/exShqdCoSRxSiPlQKeZDpRGrdKVNH0XbvlNYTlRR/dpaEvrn9igu0LL9CK6zvEeqpAR02alos1PRZaWizU5Bl52GtbSWtv2n8Tpc+BwufE63/2dnx+9dPGKF915LyqSh3a7b8PHOTiEzqj9FDywMW1o8OCdJQpNqCDkGwDC8hOSJQ2jddZza97ZgGNkv2M8mQCAs091qwfjpAYyfHkARp8UwooSk0f1JHFYctj+Su81K+YsfYCurAyBp3EAK7romZJPQtOmjaFqzG0+blbaDpSTHsAFwMem1Z2bAgAGsWrWqx+Mff/wx/fpdHolYgnNj6+lmtpxuRq2U+Ob80I2yBAKBQPD5wuVydSuBarVGzs0IoErQoR+YDxDszxEOd7uN0j+/h9diR5mgo9/XlvWoAKZQq8hcMIEhP7vPH/olSUEBVPrHd8OGdSWPG0RqR2J5/fItUb0R5sNlwdj/gFciFK6Wds48+w71K7aCz4c2K5WB37mNjHnjewgZd6uFin98ROmz7/iFjCSRPnsMQ35yLymThgaFWEL/XPp9dSkDH7/T70GRwNXcRvWrazu9USG8IxnzxwdDyBo+3BExZ0UZp/V7vFRKXE1tVP13TUSviDoxPujNMX56IKoHJXmCP2rDUduMozb6JnasnhnoDDVrPxrZwyAp/KJNoVXjMduoeWtjt+OyLJM4pJCE/rn+EKkOPG1WLCeqMG46QM2bGyh97l2O/ugl7DXNtO4+QfvhMqyna7BXNeJqasVjtvUI7TvbM9Pw8c5gs1fDqP4UfSm8kAGC4XnqlMSozSpzb5qFMkGHz+6k5s2eIXX9H/sCg398D9lLphFfnA2Az+6kdddxKl76kCPf/Sulf34f45ZD3V5PW2UDp379alDIZN8wlaIHFoYUMuD3hiUOKwaIKXzxYtNrz8y3vvUtvva1r9HU1MTcuX4X2Lp163j66af5wx/+0NfzE1wkZFnmN6uOA3DnVUUUpMZWDk8gEAgEVy5n58hYrdZe9aFJGj0Ay4kqzIdKkb3ekIn0Xqebsuffx9XUhqRWUvLwErRZ4fMx1Ynx5N8+j7SZo6l9ZxOW45VYjldy8slXSJs2guwbpqJK7P4/KvemWVhOV+NqbKXyHx8z8Pt3hDXMAsaYfmhR2A7vrXtPUv3ftcHQpLQZo8j9wswefXJkr5fmjfupX7kdX0eSf3xJDvm3zSWuIDPsc4wvyKT4wUU46ow0rt6Fadfxjuadm2hc9Rl5t8/rtvstSRJ5t8/D2dyG9VQ1Vf/+BE2aIWxjy/jCLHJvmkXN6+tp23sK48ADpM8aE3Y+6TNH07rrOPaqRmzl9REbZsYXZ6NONeBuMdO65yTZuVGKQsXomQEwjPQ3qvQ5XFhPV5M4pCjsWE2avyR49WvraN11nOSxA4PeQUmSyL99XnCsx2LH2dCCo74FZ70JR0MLzvoWXMY2tOnJJBRn+710Og0KnQalVu3/Hvxdg0Lnf6yrd6S3Qgb84hVAGybErCvqxHhyvzCLqn9/Qtu+07TtP93DA6rLTkWXPYmsayYFc8HMB89gOVGF7PHSfqQMe3VjUPCbdp+g6j+rkd0eFFo1hfdcG9WrCv73SPuRcizHK3E2mCL+DV9sei1m7r//fpxOJ7/85S/5+c9/DkBxcTF/+ctfuPvuu/t8goKLwydH6jlQ3Ua8RslX50R/UwsEAoHgyiZUsn9vG2saRven5s0NeG1OLKdqSBxS2O247PVR8fcPsVc0gCRRdN/1JERoQNmVuLx0+j26jPbDZdS+8ynORhPGrYdImzm6h5hR6jQU3Xcdp377Bs6GFmrf2UTBHfN7XNPZ3Er7sXIA0sMk/hu3HKL61bX+6yb4O6yH687ubDBR+95mf/6NPo7cG2eQctWwmJomAuhy0ii851qyFk6hac1uWrYfwWOxo0np+borVEqKH1zEqd++hqupjfIXVjDwu7eHDVVKmzEK66lqWvecpPadT4kvySG+MCvk2Ph+OejyM3BUN2HcdCCimJEkieQJg2havRvT7hNkLZoSseppoCy37AufGxRAnaQnrigLe0UD5oOlEcUMQOr0kbTuO4XleCXVr63ryGXq2ctGpY9Dpc8joX9et8d9bg8esw1NmqHXZZ7PRchAp2cmXCWzs0m5aiimz475n+Mb69EPLggbNqhO1pM+czTpM0fjtTsxHynHfOA06pREJIVE/Uc7aOgIh9OkGSj+yhLi8mKrUJw4vDgoYps3HySvS26NL4a1vZCcU3H3hx9+mOrqahoaGjCbzZSWlgohcwXj8fr43Wp/It8D00vISLx4TcsEAoFAcPGJVLUsUtnms9GkJBJX5DeQQ4WaGTcfpP2wP5k775bZMe0Ad0WSJAwj+zHoR3eRe9MsMuaND9tvJb4om5zFUwFo2XIomHzfbT5bDoHsz50IZ7wmjRuIOiUR/ZBCBv/orrBCBkCXm07GnLGkzRjFkJ/cS+qU4TELma5o05PIv30eQ5+4n7zb5gZDhs5GpY+j5OGlKOK0eMw2Kv7xUdjwLUmSyL9jPprMZGSPl4q/rQybBC9JEukzRwN+r1S0anKBqmauplbsUcL6gp6ZGCtuJXWsi/lQadTQtECOkEKnwdNuo+aN9THdI4BCrUKTFj5vJRyedhtNG/YBYBjVL2YhA+BqCnhmkmMa71/HeUhqFZ42K3Xvb4npPGWclpQJgyl6YCG5y2YCBEVywsB8Bn7vjpiFDASKRYwEwLTjSLfwO5fLhdsdWxGQC8G5d6oCMjIy0Otj63YquHx5d18NpxstJMereXCmyHsSCASCzzOxlF/ujaBJGu0XKOYDZ3pUE0ubMZKUKcPJuHpCxDCnaChUSjLmjgsaZeHImD8B/eACtFmpPYxU2efDtOOof17TRoZt1qmK1zHg/93qz+tJim7j5CybSf7t81AlnH/X+sDOeiR02akUP7gQTXoS+bfNi+gVUcZpKX5gIQqtmtSpI1BoQyeDAyRPHIIiTuvvI/PZschzyM8Ihhm1Ruk5E8yZibHSnKFDPLqM5pj6DmlSDeR+YSZI/jyUWDxA54sqMZ7+X7+JlCnDKfrSopiFjCzLuAI9ZtKjh5kF0KYnk72os+jDuZZiTp0ynKIHF9H/sWUhPVhRz586HEmpwGtzdtu8kCQJk8mEyxW60tuF5pwKQ7/99tu8+eabVFZW9pj43r17+2RigouDw+3l2bX+xk6PzO6PQRc6xlggEAgEVz6x9pEBeoScabWhvfbJYwfiMrZ1eF1koNO4lpRKCr64wP/wRUBSSBTdfz0KrbpHfoukUDDwO7dj3HaY1AgVu8BfJS3me16CxtKJQ4oY/ON7YjKi4woyGfLE/agTI+fCKrVqcm+cgcoQj2FEScSxkiSRMX8CXpuD5PGRCwYlDMhDZYgPm590Nrq8dFImDyOhX05MYhIgdeoI4otzeuVpOF/i8tIpvOvqXp0je7ykTh2Bs6kVXU5ar87NmDsO/cD8sF67WDmfSmRqQwI5S6ejzUnrFgKo0Wjwer00NzeTnp6ORhNeNPcGjyd8X6Wu9Noz89xzz3HfffeRlZXFvn37mDRpEmlpaZSWlnLddaFragsuX/67s5KaVjvZBh13Tym+1NMRCAQCwQWiN0ImQFcPTagqZ9Wvr6fy358QX5SNYXhJMD+iK5Ik9Sr06lx3nb12J2eefTti7xZNmoGcG6Z2y0mRZfm8mg6eC7E0BQ0g+2RMO4/5y+h2CekKJ2S8Tjc1b27g1G9fx9lgAogqZBpX7+LUb1/HZWonaVT/kOvYlUDSvSoxPmJ5YQCvzYmn3R5TL6Lq19Zx+ndvkDismLTpo8J6u5yNJmre3hQMcZMkKayQ8Xm8NG86ELZ7/cVEoVaRd8sc+n31RnTZqQBR+8KYdp/g1G9fp+btTectZPoC2Sfjbbd36zcjSRIpKSmo1Wqam5v7xEPjcrloa2uLaWyvxczzzz/Piy++yB//+Ec0Gg3f/e53WbNmDY899ljMNxVcHlicHv68we8m/Pr8gejUsblJBQKBQHBlcS5CJkBA0Fgslh47pY7aZmxldbhNkUPRYsW06zgVf1vZq8Z/AdqPVWA5UUXd8q2deRpRkGWZuve3ULd8y0UTNG37T3Psx/8I2yG+BxLUf7yDtv2nadt3KupwhVpFy46j2MrqsJXXx3QLZ1MrtrK6oPiJhq28HsvJKjzm6GW8g++R1uhj7dVN2MrqcDWGn4csy5S/8AHN6/fS/OmBiNeTZZkzv3+LmjfW0/DRjqj3v9g4m9s48bOXQ+Z3BcfUG7GV1WGvDp2b5LU5LtT0euCxOahfuZ3Kf62iZdvhbsckSSItLa1PBE3g80oZojpiKHotZiorK5k61Z9gFxcXF4ylveuuu3jttdd6eznBJeSlzaW0WF30S0/g5vH5l3o6AoFAILgAnI+QCZCYmIherw+f5HsOkVY+t4fmjfuxnKgCwF7bTOXLq2jbf5rKf34U1rsSDvPBUsCf3ByuUeDZNHy4g6Y1u2lavZvWXcd79wQ66M2OvyzLNG/aj8/houo/q7FXN0U9R5KkYF5SJKM3OF4hBauW2SpiEzOBssmxetACzzmWMLBADkss11Yl+vM43O3hPVeSJPn7EAGmz47jiWDM+yuv+YsVGLcdxhlBJNmqGvs030b2yd28F2fjsdgp+9N7uIxmqv67JmxxBrfJ/1prknu+1j6Pl9PPvEX5ix/gbrvwnqeWrYeDJZ3PbhwKoFAozlvQdP28MhhiK87Q60+07OxsWlr8nW0LCwvZscOvdMvKyi66m1Zw7hgtTl7a7K8w862rB6EKkwgp+P/snXd8XNW1tp8zXRpp1HuXLPeOuw3YYGxTTYkhJJQE0kggCdyPJOSmFxKSexPITQIBEkoIHWxMtY2xjXvvtqzee5vR9HLO98fRjCVrqi1jEs7z+8myZvY5Z0/RaL97rfUuBQUFhX9fRkPI+DEajWi1515XKbo9dH10gJM/+Qctr24KREXictPJumouAOaD1TQ+90HUi0tJFLEcl/+mRar38NOxbk9gtz5pZjnJgw5d4XD3mOnecojav6yma9NBnK3dnPjhU1T/4VV6th8NuSD1IwgCRXdfjTbVhOj2Uv+3tVGlnPld4FztvTg7eiOO9zvM2Rs6Io6F06l90QgO0evDO2AHZMOCiOf2F/5HES3zW277rPaw41LmTkCl1yJ5vPTtPBF2bNqiKbIZhCgFrJTPxGt1UP37lzn5o7/T/s4O3D1nl2kkiRLW6hZaXt3EyR89TV8IgSy6PdQ9/hauzj4EjZrir14b0m7Z7ReOySPruPr3n8LZ2o35UDWnfvE8PTuOnfNaXBZhI3/vJJ9I9xY5EpYyb1LI+Z6LoDnbz6uYDQAuu+wy1q5dy4wZM/jyl7/M/fffz+uvv86+ffu48cYbYz2dwgXir5trsLq8TM4zcdXk0H7yCgoKCgr/noymkPGj0ZyxbAgsnCIvVH1ONz1bj9D14f7AYlhQqzDkpSN5fAg6DVlXzUPyinSu20P/vlMIGjUFty2LuMi217Xhs8k79NH0C+n66ADtb22Xx08tpejLVwZ1N5N8IrbaVizH6hg4VjfMXUt0ewPXtFW3YBtcxJqmlJE6dwKJE4uCNhHVJMRR8vVrqfqfV3D3WGj4+7uU3ntjSHc1kG2nNUlGvGYb5kPVGJbPCfv44gfFjKO5M2Qz02H4RWMU7xGv+XS6WDRihoBQinxuTYIsZrxhIjMwaDs8ZwI9W4/Q/fFh0pfMCPkeUWk1ZF0zn6bn1tG/v5KMK2aN6LczUNGI5PXh6bfS8d5uOt7fTcL4ItIWTsY0tSys0YIkithqWuk/UIX5UNWw58d8oIrUeZOGj/eJNPz9Pex1bSBA4ZdWkDA2dHaMp1/OgNKmjHyu/dGR1te34LM5aX5hA/37TpH/hcvRpyePnKsk4bM58fQN4O4bwNNnHfL/wa9+KwV3riBl1nBxbzlai6dXNgNJXxzecc8vaHp6eqI2BTiXz6uYxcyTTz4ZaI7zrW99i7S0NHbs2MF1113H17/+9VhPp3ABaOl38M9dDQA8uHw8qrPwxFdQUFBQ+PTi9Xrp7+8fVSETljB/RnwOF91bDtO1cX9g8S9o1KTOn0TmstnDLJQFQSD7ugVIXh9dG/fTt+sEgkZN/q3hLYgtR+WojCEnDX0Ey9uerUdofX0LAIkTiyi6++phi32v1cHA8Xosx2oZONEwItqiNhpInFhM0tRSkqaXE1+SQ9/uE5gP1yB5vJgPVGI+UIkmIY7k2eNJmTuBuILMYfOPK8ik4PZlNP7jPaynmmh982PyVi0OOWdBJaea9Xx8GMvhGrIiihm5UFzy+HC29hBXkBl2vD96Eo0zm39xDaCJRswEIjORh/rTzPxiNxxpl06jZ+sR3F39WCsaSZwYusFmyuzxdG3Yh7O1h7a3tlN23/DN95RZ44gvzKR3x3F6dx3Ha7FjPdmA9WQD6oQ4UudOJHXBpIADmSSK2Kpb6D9YhflgFV7L8Pka8jNInlFO0szhzmGSJNH88kYsR+WUyNzPLSZ5Zng3OH+tUTDhKAgCqXMnkjihiNbXNtO/vxJrRSOVv/on2dcuJH3J9ICI7Np0kLY125A8kR3CgtXA+fvqJE4qxpCVGvEcsQiac914iUrM3HjjjTz77LOYTCZeeOEFbrnllsDuzOc//3k+//nPx3RRhQvLYx9W4vaKzCtN5ZLyT87GUEFBQeE/hd/85je8+eabVFRUEBcXx4IFC3jkkUcYNy58qtJrr73Gj3/8Y+rr6ykvL+eRRx7hqquuCtwvSRI//elPeeqpp+jv72fhwoU8/vjjlJdHb6cqCAJmsxmDwXDehUy4hBaf3Un35kN0fXQAn10WBIJWTdrCKWRcMStol3uQ559z48VIPh/dmw/Ru+0oglpN3s2LQy62LcfkxWHilPApZr27jtP80kYAEsYWUPy1a1FpTy+FRI+Xkz/+O6JreG2QIS8d0+QSTJNLiC/JGRZlME0qxjSpGJ/DhflQNX27T8rF8VYH3ZsO0r3pIPqcVEq+fh36zJTAcSmzxuFo7qRr/T66Nx0kriBjxC7+UJKmy2LGXt+Ou28g5PMHoE1NRJMQh9fqwN7QEYWYGYzMRJFy7q+XUcfpUesjpx0GhFI0kZlEf2QmspiJy03HOCYPW3UL3R8fCitmBJWK7OsWUv/EWqwnGxg41UjiuMJhY/SZKeRcv4jsa+djOVZPz/ajDByvx2d10LVxP10b9xNflkvujZdQ/+TbwyIwIAvUpBnlJM8sH/Y6D6Xj/d30bpcL5zOWXkTGkhlhH6PP6UYcFNPhomBak5Giu68medZ4ml/eiNdso/WNLfTvP0X+bVcQl5seSMsLPCcaNdqUBLTJiehSEtGmJKJNSUCXkojhjMa0juYubFXNAKQvDj/noUQjaEYjghyVmHnnnXew2WyYTCa+/OUvs2LFCjIzw/9iKHw6qe608vp++Q35vRXjL4g/voKCgsK/O1u2bOFb3/oWs2fPxuv18sMf/pBly5Zx4sQJjEZj0GN27NjBrbfeym9+8xuuueYaXnzxRa6//noOHDjA5Mly35Pf/e53/OlPf+K5556jpKSEH//4xyxfvpwTJ05gMETXlFGv16NWqz+ZiIwUuh7CfLiG9nd2yndrNaRfMpWMpRdFVTQuCAK5qxYjen30bjtKz5ZDqDRqcm68eMTfLXePGWernP6VFCbFrG/fKZr+uQGA+LJcir9x3YheNCqtBuOYPKyVzSSOKyBxUMBEsh8GeXGfOn8SqfMn4e610Lengr7dJ3F19OI129AGER851y3E2dzNwIl6ml/ciCE7LaT9bkJ5Hup4PT67C8vhGtIXTw85F0EQiCvKZuB4HfbGDtKYEn7yMUVmQkcKguJ/j8RgAOC1OZBEMaIASr90GrbqFixH63D3WEY0Sh2KaUop8WW52GtaaVuzjYTv3Rr08QpqNUnTykiaVoa7b4C+XSfo3XEMd48Fe107ujQTujQTXrONuMJBATNjbMQ+Oj3bj9Ex+PuQPHs8OddfHOHZGG4uEaxm5kySppWRUJ5H6+qt9G4/hr2+narf/IvcVYsxTS6h+OvXyQImRRa70a4Bu7ccAmTBlzghtGgMRjhBM1qpsFGJmfHjx/PQQw+xZMkSJEni1VdfDekwcMcdd5zVRBQ+Gf53/SlECa6YmMXMwuA7BwoKCgoK4fnggw+G/fzss8+SmZnJ/v37ueSS4F3qH3vsMVasWMGDDz4IwC9/+Us2bNjAn//8Z5544gkkSeLRRx/lRz/6EStXrgTg+eefJysrizVr1kSdBSGKIiaT6fwLmQikzBlP18b9JE4qkUVMhF4nZyIIAvmfv1zuSL/rBF0b96M2GshaMTzFyp9ipjYaiC8JXgM6cKKBxmffB0kirjCL0m9eH9LxLP/WpWgS4lDpzqqvOCB3pc9aMYfM5bNxNHbg7jYPiwAFHqNKReFdV1L1yEu4u/qpf/Jtyr//BbRJIwWxoFZjmlJK3+6TmA9XhxUzINfNDByvwxGFCUCgSD+K94x/gR1VihkgSYNuZtEYAAzWzCCBz+YMRGpCYZo2Bo0pHq/FTs/WI+RcvyjkWEEQyFm5iJo/vIqjoQPzoeqIDSR1KYlkXTmXzOVzsFY24mzpRmsykrdqMWqjIWhdSjAsR2tpfulDABLGF1Jwe+Q6MBiS0icIaJOi+/1Rxxso+OIVpMwaT9OLG3B3mTHkpKFLNUUlys/Ea3XQt+ckwGDaWuyb4MEEDTBqNX1R/aY+8cQTPPDAA7z77rsIgsCPfvSj4GpWEBQx8ynmcFM/7x9rRxDg/y2L7NqioKCgoBAd/j5rqamhc8l37tzJAw88MOy25cuXs2bNGkB2BW1vb2fp0qWB+5OSkpg7dy47d+4MKmZcLhcu1+maDovFgtvt/uSETJhyCEGtZuwPb4sqvSgUgkqg4LYrkHwi1sqmgKvXUMyD9QemScUhrxVXnEV8YRai10fpfTeGdGIC0KVG3gGPFkEQiC/KDtSwBEMTb5ANAX7/slyE3jcQVMwAJE0vl9PYqprxWh1oEuJCnjdgAtDSjejxBhVTAWKwT/ZbAEcdmRFjicycXrB7B+wRxYxKoyZt0RQ63ttNz45jZF09L+zjTBiTR+LkEgaO1dG+djtJ0yI3CAX5eUkcXxToeh/u9QyGJsmIxhiHJslI8VevCWsoMJSAcDTFRzZxOIOEcQWM++/bsRyvJ6H87Ntv9O44huTxoTLoSJk78azPM1TQdHXJluQ6nW5UIshRiZkFCxYELJhVKhWVlZVKmtm/Ib9fJzfoumFGHuOyR+/DWkFBQeGzjCiKfPe732XhwoWBdLFgtLe3k5U13EUpKyuL9vb2wP3+20KNOZPf/OY3/PznPx922wUx4wmx634uQmboOQrvWI7HYhtRJyJJEiqtGkGjDutipok3UHrfjUheX8iu8hcSQ246xV+/Fn1mStjd88QJRaj0WvTZqXjMtrBiJm4wXU0dp8PdYwl0nA9GLNbMHnNsaWZSTG5mpx9PJEczP2mLptK95TAps8ZFFm3IqX0+m5Oc6xaOyvszGuILsxjz/25BpdOEFdJnEnNK3xmodNqI0adIGHLTiS/LJb4oK+r+TSHno1JhMpno7u4GGLUIcswx1Lq6OjIyMiIPVPhUsb26m23V3WjVAvcvDe+coaCgoKAQPd/61rc4duwY27Zt+8Sv/dBDDw2L9lgsFn79619/Ytcv+cZ1SD4Rn8eL6PaeU2rWUDz9Vtw9ZoxleYBs4Rys4F0QBEq+sRKf042gVjFQ0SgvuoIsGGNZRH5SuLr6sdW0oEs1BXb9wyFJErk3LyFpallEUaZNjGfCL+9Cm2qKmOJV+KUrEd0eVFEU9Jd95ya8A46wVtJDKf/erUg+Marn391jIfv6RWiTjBjD2BX78VhsDJxsoPjr12IszQ0rTuxNnXKaWLKR8gc/eeMqfUZyzMdkLp9N+iVT8TnlXi2STwz5vPscLuyNHXgHHCNslc8Fv/FFuAag0eJ2u+np6Qn0q+rp6YnKtjkSMcuhoqIipWj83wxJkvjdYFTmi3OLKEiNLW9ZQUFBQSE49957L++88w6bNm0iPz/84is7O5uOjuH1Cx0dHWRnZwfu998WasyZ6PV6TCbTsC+9Xo/XG9l+dTTQJMajTU6g4+0dnPzJ3+nddfycz9mz9QgnfvgUjc9+EHUDQLVBh+jxUveX1Rz//t+wDjovfVLY6trOqnu8tbKZpufX0/jcuuiuU91C8z/Xc/z7fwsscMOhS0tCEASslU3Y64NH9wA0RgO6lEQ08QZ8Dhddmw6GfO4FlQptkjEQRfE53bi6+kOeW2syoktJlF8jry9gSxwMa3Uz7Wu20f72zqjWmvb6dpr+uZ7aP70Z3loPMB+soun5dXR+sDfkmGDNIi8kgiCgjjegSzVhq22l4hfPMXCqMejYgZMN1D72Bs0vrD9dAzWacxmS5iZJkmxFHkODzqHF/unp6aSnp59VY81gKG3fPwOsO97B4aZ+4nVqvrVkZL6xgoKCgkJsSJLEvffey+rVq/noo48oKYncdX7+/Pls3Lhx2G0bNmxg/vz5AJSUlJCdnT1sjMViYffu3YEx0SCKImaz+ZwXCNHi6uijf3+l3GtjFNZQ/iJ+d48FR1Nn1MdZDtfIi1FBiGhFPJpYjtZS/b+v0vCP9xC9se1eBxoiRplGZK2Qe8TFF2ZGnfJjb2in7vG3qHns9YgiT/R4qf/b27S+tjlgYR0O74Cdmsdep+bR13H3juxNMuzcXh8Nf3+XusffonvzoeCD/ClpUe6Zu9p7ATnqESlSFMl+2t7YQcUvnsVW0xLdxT9BRI+Xpn9twN3VT+sbHwcVK/4eOKLbi3uwueX5QBIlWl7+iPq/raX9re1RCZpgrmX+GprREDSKmPkPxydK/M96OSpz96ISMhI/fWF2BQUFhX83vvWtb/HCCy/w4osvkpiYSHt7O+3t7Tgcp/P877jjDh566KHAz9/5znf44IMP+N///V8qKir42c9+xr59+7j33nsBeRf2u9/9Lr/61a9Yu3YtR48e5Y477iA3N5frr78+6rm53W7UavWo7HhGQ8e6PSBJ6NJMpMwZf87nM+Sloxu0uTUfqIr6uP798t860+SSmHP7JVHC2dodsxgBsNW2gShiPlBF/d/WIro9kQ8axNM3WEwfpmfMUAZOyrvyCeMLI4yUcbb1UPvn1YguD+o4fVjrYkkUaXzmfayVTQAYQzjD+XH3WKgedAbz9Fux1baGHCt6fTQ8/S6WwzWA3IMo+CSiNwsAcHb0AaAPUw8UwOc3ORi59JVEiabn1+PuMlP9x9fp2rg/7CLdfLiGgYqGs3q/BJ2a0x02cta5bg+utl4QBAq+uDRobZM+87Sgc7X1jMq8zkQSJVpe+YierUcA2UI70gZGOPvl0RI0F1zMtLS0cNttt5GWlkZcXBxTpkxh3759w8acPHmS6667jqSkJIxGI7Nnz6axMXiYTWE4bx5oprrTSnK8lq9eEro4UkFBQUEheh5//HHMZjOLFy8mJycn8PXKK68ExjQ2NtLW1hb4ecGCBbz44os8+eSTTJs2jddff501a9YMMw343ve+x3333cfXvvY1Zs+ejdVq5YMPPoi6x4wfk8k0aikc4XB19wdsWzOXzw7ruCSJEj6XB6/VgbvXgrOjF0dTJ7aa1mEpU4IgkDxDru3sP1gZ1c6v1+pgoEJeFyRfFLkuVPKJ2Bva6dp4gLq/reX495/g1K/+iaNh5IJSEkV8Dhfu3gGcrd3YaluxnKgPXC/7ugVkX7sAgIHj9dT+eTU+h2vEeYLhj8zoUiJHZjxmG85WuXA6mvoad4+F2v97E5/NiTohjtJv3xTSXECSJJpf2oj5UDUAOTdcTOr80A08na3dVP/vK7g6+hA0aoq+cnXIOg1ZyLyD5YgsZLKvXUDWVfOCz0MM3bcoGIHITBRixp9CFiyCI6gEir5ytRzdEEVa3/iYhiffCSm6Wld/TO2f3uT4956g/ul36dt9Eq81OsMCAJ/Lw8CJBtrWbKPq9y9z7P/9lZpHXwsqjhyt3XSuk1PjMi6fGdJJTVCr0WelBo4ZcZ7mLjrW7aF353Esg/2HPP3WqGthJFGi+eWNASGTtmgK+bcGF1Z+oukjMxqCJuZKvcsuu4w333yT5OTkYbdbLBauv/56Pvroo6jP1dfXx8KFC1myZAnvv/8+GRkZVFVVkZJyuv9JTU0NixYt4u677+bnP/85JpOJ48ePx/zB/lnE5fXx6IfyrtY3F5dhMkQu7FNQUFBQiEw0C+zNmzePuG3VqlWsWrUq5DGCIPCLX/yCX/ziF+cyvag6b58NZz7uznV7QZTQJieMsG1tfvFDzEdrkdxeRI8XKcwudvn3bx22SEuaWU7nuj24u8w4m7sipo2ZD1WBKKHSazFNHpnyJ3q82BvasVW3YqtuxlbTiugaGUGxVrXQ+sbH+BxufE4XotMddByAPiuV8T+9E0EQyLpyLiqDjtbXNmOrbqHmsTcovfeGsG5jMCQyE0VDROtgrYRKpyG+JLw1sMdio+b/3sDTb0Vl0FF67w1h3cza124f1pk+84pZIcfaalqpe3wNPrsLlUFHydevI2FcQdCxoscrR2QG62Syr11A1pVzQ088oGUiixlJknB1yGLGkBW5b95pMRP83IbsVMZ871ZaXtpI3x65l4+jpYuir15D/JD3n8/hQm2Qs1xEpxvzgUrMBypBEDCW5WKaUoppSin6rJTA4xDdHmy1bVgrmwbrlzoCdth+RI8PZ1vPsGtJokjzCxuQfCK6jCSyrwmfbmrITcPZ2h00MmOrbaX9re1Bj1MbDWhNRjSmeDSJ8aTMmTDs90gSJZpf+jDwHkm7eCp5t1x2zkLGz7l+XsUsZjZv3hxUNTmdTrZu3RrTuR555BEKCgp45plnAredmXf83//931x11VX87ne/C9xWVlYW46w/m/xrVyMt/Q6yTQbumF98oaejoKCgoPAJMtqCRpKkYX//3T0W+nadAOSozJmWuD6nG++gjW8kRM9ww4K4/Ax0GUm4u8z0H6iKKGb691cCcpd3lW74xl3vruM0v7gxqJjSpiaSMCYP45h8jOV56NKTaF8bfME3DJUwIrclY8kM1AYdTS9swNHYQfUfX6XsvpvC1sO4+/1pZpEjM/5IkLE8P6z9sM/upPbPq3F39iNo1JR84zriC7NCju/aeCCw858yfxI5N4TuTG85Vkf9U+8gebxoEuMpufeGYYvvoYgeLw1PvYPlmNzUNPu6hSMano4k+siM1+rAZ5cjYFFFZvy9dMJED9V6LQV3Lsc4Jo+WVzfh7jZT/fuXybt5CakLJ8sF+XF6xv7gC3j6rViO1WE5UsPAqUYkjw9bdQu26hbaVm9Fl5FM6ryJeG1Oej4+PPL9J0BcfiYJY/NJGFuAsSwXdfzwjfruzYcC6WcFX7hixHv7TPx1M8623iCPTUdcQSbeATsei32YmPLZnPhsThgUQUObz0qiRPO/NtC7Uzb3SLtkGnm3LAkrOGMRMn5CNdaMhqjFzJEjRwL/P3HixDDPe5/PxwcffEBeXl7UFwZYu3Yty5cvZ9WqVWzZsoW8vDy++c1v8tWvfhWQixjfffddvve977F8+XIOHjxISUkJDz30UMj84WANxD6LWF1e/rxJDhd/Z2k5Bm1szZYUFBQUFP79GS1BI4oifX19wxYlnev3IvlENElGUheM7K+TtmgqiZOKUem0qLQaVFoNgk7+rtJpUOm0CP7bz/gb5U8161y/l/6DlWRftyDk4sljsWGtlAvbky8ameqkS0sKLCT1WakYx+SSMCYf45i8oDUkOTdcLM/PoENt0KM26FDF6eTvg7cJWnXQ+aTOn4RKr6XxmfdxtfVS/YdXKf32TejTk0aM9TndiIPpaJEMACRJYuCkXPwfLsVMdHuoe/wtnM1dMJg6lTA2eNQEoHf3CVrf2AKAaWoZBV9YGvJ57t19gqZ/rgdRro8qve8m9IO1TSPm4fFS/9Q7DMQkZE6nmUUTmfGnmAHoM2OIzESoxxEEgbRFU4gryqLh6Xdwd5lpfvFDbNUt5N16OepB+2ptcgJpi6aQtmgKotvDQEUjlqO1WI7V4TXbcHf14+6xoEszBd5/hvwMWbyUF2Asz0MTHzrLyNVtDgjr1IWTQ0a/hhIQM+09SKI4rD4oZe4EUuZOkJ8LUcJnd+IdsOO12PFYbMP+H1eQERjX9K8N9PmFzKXTybt58agLGT9nfl4lJERnjBG1mJk+fTqCICAIApdddtmI++Pi4vi///u/qCcMUFtby+OPP84DDzzAD3/4Q/bu3cu3v/1tdDodd955J52dnVitVn7729/yq1/9ikceeYQPPviAG2+8kU2bNnHppZeOOGewBmKfRf6+tY5em5uSdCOrLjr7zq8KCgoKCv/enKugEUWRnp4evF5vYHHh6bcGdmozr5gVNFKQEEWfkHAkzSync/1e3J39OFu6icsP3uPOfLAaJAmVQUfixJEL/fjibIq+eg3Gsly0JmPE64ZLsYqG5JljUel11D/5tryz/7+vUPbtmwILTT/+7u4QOc3M1d4biHKFKv4XvT7qn3oHW41ciF9w+zKSpobOZLEcrZXFCWAck0fRXVeFdATr+ugAra/LoseQl07pvTegTQq+0BwhZFYuJGt5ZCEDnDYAiEbMDKaYaZMTojN8CLiZRbe5G1+QydgffJGm59djPlxN356TeO1OSr95/YixKp2WpKllJE0tQxIlHE0dWI7WkjC2EG2yEX12Kgnl+RHTDv1IkkTzix8iur1okozkhomWDcWQK7/HJI8Pd7c5pMgTVAKahDh5Pme8LwNzEEWaXtgQiL6mL55O7qrzJ2T8DP28MpvNUR0TtZipq6tDkiRKS0vZs2fPsMaZOp2OzMxM1FG+QfyIosisWbN4+OGHAZgxYwbHjh3jiSee4M4770QcfOOtXLmS+++/H5BF1Y4dO3jiiSeCiplgDcQKCiKr2f8kem1untoq56f+17KxaKJsbKWgoKCg8J/J2Qoav5DxeDykpKTgGywW7tywD8nrQ5MYT9qiKedlznEFmejSTLh7LJgPVoUUM34Xs6SpZUFFlUqrOecu6LFimlRM6X03UPfXt+Rd+SA1Vv7ifwQBbVL4/m/+FDONKT6wYD0TZ2t3IEKVu2oxqWfUMA1FkiS6Nh0EUcKQn0HJPSvDNjzVGOVFuHFMHiXfuG5EOtRQfHZnQGjkXL+IzGWzwz624RMb/B6Fm5mzPQYnM6KPzAxFHaen6GvX0P3RAdrf2Ul2COOCoQgqgfii7GE1YNFEjobSt+sE1sHXPP+Wy8I+30PRpSchaNVIHh/O1p6YrzsU0e3F2SqnnaUvmUHu5y4NK2Q8Hg9ms/mchIwf/+fV0CywcEQtZoqK5N0O8SyaQoUiJyeHiROH/7JNmDCBN954A4D09HQ0Gk3QMaE6Lev1evT6z7b98F83VWN1eZmUa+KqyeGtFRUUFBQUPhvEKmiGChl//rrP55NrZ7rlHdOMpRdFzOM/WwRBIGlGOV0f7sd8uCbgGDYUr9URiERE42L2SZIwJp+y734OAEPuyPx/f/G/xhQfto4DwBpIMSsMuaCML8yi7Ns3YqtpJWPJjLDnEwSBkm9cR+sbH5N11TzUceHXTSlzJ8iRrwlFYUUPgDYpgbLvrGLgeB1pF08NO/ZMYmnC6BdMfgeviOeOomYmGIIgkHH5RaTMnRh1ZOVcMeSlY8jPQJ+RTNL06PsDCioV+qxUnM1dONt6Yjr2TNQGHaXfvpG+XSdIXzIjrJARRRGLxYJerz9nIeNHpVJhMoW2Eh9KzAYAAFVVVWzatInOzs4R4uYnP/lJ1OdZuHAhp06dGnZbZWVlQDjpdDpmz54ddozCcFr7HTy/S/7Q+96K8ahi2IFQUFBQUPjPJlpBc6aQ0el0geJ/QRAouWclttrWoIv00UISJVLmT8KQk4ZpWvB0KU1CHBN+eRfmg9UkTPj0rAskUZJ36MMU3scVZpG9cmFU9SG5Ny/BNLUUfWb4hbuxLA9jWXT1yyqdlvxbL49qLEBSiNcgGLrUxJiFDMgpgZkr5kSVDpi+eAbG0lzii8M7u/lJmjEWfWYKcVGOlyRp2GvzSQkZkIXp2O/fiuj2Rh58BmmXTEN0uUkcF10vonBo4g1kXDYz4ji3241Goxk1IeMn2nPFLGaeeuop7rnnHtLT08nOzh72QguCEJOYuf/++1mwYAEPP/wwN998M3v27OHJJ5/kySefDIx58MEHueWWW7jkkktYsmQJH3zwAW+//XZQy0sFeOzDKtxekbklqVxSfv7+yCgoKCgo/HsSSdAEEzLBMJbmnpf5+RwuGp55H3tNK2UP3By23wmALtVExuXDF1xnFj9/UtT9bS3WikayrpwbMb1Kl2aia8M+RI+XhLEFYRfl+vQk9IuGiwOvzYnG+J/VpiJhTB4JY6ITY6ZJxZgmFQOymULvzuOkXzItZN1Pyqxx2DOSqHtiLQNH68i7ZUnQtMSeHcfo3X6M1HkTIwoy0eMN6yx3LghqNeq44VEkSRQR3d6gNUKefivVf3gVT98A4376paCmE+cLQRBISUkZVSETCzFf9Ve/+hW//vWvaW9v59ChQxw8eDDwdeDAgZjONXv2bFavXs1LL73E5MmT+eUvf8mjjz7KF7/4xcCYG264gSeeeILf/e53TJkyhaeffpo33niDRYsWxTr1/3iqO628tl/u3Pu9FeOj2u1RUFBQUPjsEapRXbRCJhiSJNH10QHsTZ3nNjeDDkdDBz6HC1tNS8zHewfsVD3yEv0HKs96Dn37TgXcw2JB8omILs+w4v5QqLRqfHYXksc3wpo6Era6Nk7++O8BE4ZIWCubqP3rmph2+qVRLCs4W1xd/YEmjeFoW72V1tc2U/PY66cbbwbBcrwer9mGtao5pAixVTZjr2ujb29F2Gv27j7BqV88h6s7uiL1c8Xf2LTmj6/hHbCPuF9tNODuNiP5RDy9wZ18RbcnUDt0rnjtTuyNHYCcSXUh15wxi5m+vr6wDb9i5ZprruHo0aM4nU5OnjwZsGUeyl133UVVVRUOh4NDhw6xcuXKUbv+fxJ/2HAKUYKlE7K4qOjsi74UFBQUFP7zOVPQuFyusxYyottD47Mf0Pr6FhqefDumbuhnIggCxjFy1MdfDxMtHrOV6j++hqOpk8bn1uGJss/NUOxNnTT9cx21f15Nx7o9MdVxaJOMg/OIfF1BrQ4Uukue6LqwAzhauqn7y2pEp5uO93YhuoM39fTTf6CS2j+vZuBYHS2vbYp4ftHro3vzISp++kxUj0MSRcxHaqISVqLXR8+2I1T/8bWInefNh6qp/O2LNL+0EcvxupDjBk41BgSPaUpp2AJ/v8OaP6ITjORZsr23raYFd99A0DFeq4OWVzbh7rFQ8+jruHvObxsQSZJoe/Njercfw9HUGfS5Vmk1aEyykYQ7hJhpW7uDyodfYKAidqE+FMuxOk798nnqHn8Ln8N1wTfPY46NrVq1ivXr1/ONb3zjfMxH4Sw50tzPe0fbEQR4cPlIn30FBQUFBYUz8Qua7u5uuru7AcjIyIhJyLi6+6n/29s4W+Tj40tyELQazIeqaX9vF4njCkkYX4hxTF6gR0ckjGV5mA9WxxSZcfcOUPPY67i7+hHUKoq+fCXaJCPuXgs9248Rl58hN+NMSwq74NXEGzDkpOFo7KT9re04GjoouGN5VPa/frtijzlyZAbkBajo8kQdmXF19VP7f2/gs7vQJMZTet+NYQ0YujcfkgWMBPqsFLJWzA05VhIl+g9U0r52e8DgoeOD3eTfMrIdB8jpgL07j9O9+RDubjNqo4Hki8YFNQiQfD56d52k4/3dgahB764TpC0c6YQn+UTa3tpG14f7AdkgQaUN/hh9TjfNL2wA5HqbM9MNh+K1OrA3yO5YiZNKQo5LnFCI2mjAZ3PSv7+SzKUXjRijSYij5JsrqfvLGjy9FmoefY2y+29GlxreYvts6Xh/N10b5eyn1AWTyQhhH65LNcm9YnpHijDPgD3QvLP2T29imlpG7k2XoM9IjnoePoeL1te3BMSUSq/FOdho80ISs5gZM2YMP/7xj9m1axdTpkxBe8Yb7Nvf/vaoTU4hen6/TjZJuGF6HuOyz88vk4KCgoKCwlAsJ+pp/Md7cid2lUDuDZeQfpnsfDRwskF2VWruomvjfgS1iviSHBLHF5IwrpD44qyQzlLGMjky4+kdwN1rQZca3tXI1W2m9jF5h1zQqin+2rWYBhestto2Ot/fHRirMugCwiauIBNDfgaG7NRA2pEuzcSY/7qF5pc/om/nccyHqnG29VL89WsxRLAB1ibLkRlvlBEhQauBKMWMp99K7Z/ewGuxo4rTU3rfjSGtdyVJon3tDjrX7QFkgVlyz8qQRewDFQ20rd6Gw58iqBJIXTA5aH8YV0cfXZsP0bfrOKLrdFQoriATr9U+7LWSfCJ9e0/S8d7ugEBCEEiZOyFoM0+P2UrD39/DVi2LWOOYPIruvipkT5u2t7bJr7lGTcHty8LWSQ2cqAdJfs4TykP3QBLUapJnlNOz7Sj9+yqCihmQ3epK7rme2r+sliM0j71G2XdXoUsZvgbr+GAPtpoWBJVKnp9ahaBWIaiE0z+r5J8zLp+JLm14rUvXxgN0vLMTkB378r9wechIiDY1EerbcQcRM9rEeMb8v1tofW0ztppWLEdqGDhRT8ZlM8lcMSeiWB+oaKTphfUBoWQck0fBHcuwqUTYH/bQ807MYubJJ58kISGBLVu2sGXLlmH3CYKgiJkLwI7qbrZWdaNVC9x/xafLmlJBQUFB4dPL0IaY6enpWCyWqGybJUmic91e2t/eDhKoE+IovvvqYV3KU+ZNRB2vZ6CiEUdjJ5JPxFbdIi9U39mJyqAjoTyfhHEFpMyZMGyhHZefiUqvRXR5sNW0hhUzro4+ah57HU+/FZVOQ/E9K4c5Oak0auKLs3G0dMn1KU736XkMIqhV6HPSyFw2m5RZ41BpNRTcdgXxRVm0vrYZV0cvVb97icI7loe1u9WYTqeZnemGFQyVVoMPkCKIGa/VQe3/vTko1jSUfnNlyL47kk+k6cUPA13bEyeXUHT31UGjYvbGDtrWbAv0NAFImjaG7JULhwk3SZIYONlA96aDDByvPz1/nYaUuRNJXzx9WFNQSRTp33uK9vd34e7sl28UBFJmjyPrynnos0aKMOupJhqeeQ+vRa4HyVh6ETkrF4Us6LdWNtOz5TAAWVfPG9GU9Ewsg/NOGFcQ0V46edZ4erYdxdHYiauzL6RoTBibL0do/roGd5eZmsdeZ8x3V6FNPi2+HE0dw56zcKTMmTBMzPRsO0rrG/Ja2zS5hMIvrQgr2HQp8u9JqDSz+MIsyh64mf79lbS9+TGefiud6/fSu/sEOSsXkTJnwoiopc/ppm311kAqn6BVk7NyEemLZyCoBGy9vVE9tvNJzGKmri503qLCJ48kSTwyGJX5wpxCClLDN95SUFBQUFCA4MX+0dg2+1weGp56B/OhakC2GC7+2jUjBIexJAdjSQ45K+ViYVtlMwMVjVhPNeLq6EN0urEcrcVytBbT5NJhYsYfxbFWNGKrbiFl9vigj8HZ2k2NP1ph0FHyzetHuGElTR9D0vQxSD4RV2cfjuYuHE2d8vfmLnxWB5JPxNncBUOKowVBIP2SacTlZ1D/1Dt4zTbqn3ybzOWzyb52QdBFpX8RK3l9cipYBLcxfzQoXGTG53RT99c1ONt6ENQqir9+bUj7ZdHtof7pdwO1ISnzJ1HwhctHRMBc3f20r91B/77TrS+MY/LIuX7RCJc6a2UTzS99FOjrAqBNNZF+6TRSF05GM6ShoyRJ9O+vpOPdXafHC5B80TiyrpoXNLIliRKd6/fS/vYOkCRUcXoKb18WVjT6XB6aXlgPyO+/zKXB065OX0OUIzOEr5fxYxyThzY5AU+/lb59p8I2y0wcV0jJPSupe/wt3J391Dz2OmXf/VwgmmSaUoYuNQlJFGVTBZ+I5BMHf5bkgvzB+4Y2x+zbd4rmlz4EIGFsAUVfuSZijxztYJpbsDQzP4IgkDJrHElTS+lcv4/ODXvxmm00Pb+Ono8Pk7tqMcYSuUehtaqZpn+uD0TV4ktyKLhjGYYzevvEUld2PjhrPzm3201dXR1lZWVoNOfHlk4hMuuOd3C4qZ94nZp7L/tkOxwrKCgoKPx7Esq1LJJts+T10fDk22g75MVSyvxJ5H/+soj2tJp4Q0BUgFzfYj01KGw6+9FljLSRNZblymImhAmAo6mTmv97E5/VgXow7SqcvbGgVmHIScOQkxYQR5Ik4TXbAuLGbzwwbB6luYz9wRdp+Pu72Kpb6Fy3F3tDB0V3XTUibctvAAByylQkMSNo5cVpqMiM6PFS/7e12OvbQYDCL63ANLE46Fiv1UHd429hr2sDIHPFHFl0BYkOdb6/JyBkDLlp5KxcROLkkqBj1ca4gDAxlueTsWSGXGgfImLSvelgYHzSzHKyr5oXsh+Rz+Gi8Zn3sQyKL0N+BsVfvSZiHYe/rkdQqyi4Y1nIufixN3TgszkBSIxCzAgqgeSLxtK18QD9e0+RdeXcsFG2xPFFFH/9OuqfWDsYKXxDFjQmI6nzJoY8LhTmIzU0PvsBSHItUPE3rosYTQICGwruPkvEyKBKpyX7mvmkzp9E6+qtmA9UYq9vp+aPrzHhV3djPlhFy6tyvZWgUZN9zXwyll4UVMS73W4MhgtnEx6zCrHb7dx3330899xzgNzAsrS0lPvuu4+8vDx+8IMfjPokFYLjEyX+Z738YXTXwhIyEsN38FVQUFBQUIhkvxxO0Eg+Ua5hUavJXbWYtIunnpWTkS41kdT5k8L2kPFHH5xt3XjtzuERAFGk4R/vy0LGaKD02zcRX5AZ8zwEQUCbnIA2OQHTlNKQ47RJRsq+cxOtb26VF+vtvUGtizWJ8SAIIEl4+20Qoano6chMcGevllc3YT0lt1zIv3UpyReFNvjp3XlcFjIC5K1aQvri6SHHZl09H1tNK5krZg+mFoUWA3F56eTccDGJ4wuJi/AcC4JA9jXz6fn4CFlXzwuZChcYr1EHHNNSF04mb9WSiIt2a3UL3ZsPyo/jqnnERdG41R+p0melok9PjjgeZFezro0HcHX04mzuivjYTROLKf7atdQ/+Tau9l4an/2Asm/fFNW1huLq6KPh6XdBFDHkpVNy7w1RmU/A6ciM5PHhtTrQJkbO1tGlmSj+ytVYq6bR8tpmEscXojUZSRhXiKBRY8hOo+DO5WGfZ0mS6OvrIzMz84L0molZzDz00EMcPnyYzZs3s2LFisDtS5cu5Wc/+5kiZj5B3jzQTHWnleR4LV+7NPSHsIKCgoKCAkTfRyaYoAHZvSjn+rlkFuZG3Wn+bIkvzpati0UJe03rMLEhqFQUffVqGv/xHkV3XRVy5380EdRq8lYtJr4oC11GctAu9YJKhcYUj9dsw2OJ7GgmREgzy7xiFgMnG0i/ZBppi0Y6fw0l4/KLcHX0kTixiOSZ4etndamJjPvJnWFd3c6cR7QkTigicUJRVGNVWg1FX70aW3ULqfPCN0f1Y61oBEk2HMhcFt28/NbOpsnFUY0HOX1Nl5GMu6ufvn2nIooZ+fwlFH3lalpf2xzSBS4SusxkMpfNpn/fKUrvu3GYiI947JBUT0+vJSox4yehPJ+xP/gCklcW6YbsVMq+8znii0IbdQSuq9NhtVrp6ekhLS1t1ASNGGWvo5jFzJo1a3jllVeYN2/esN2YSZMmUVNTE+vpFM4Sl9fHox9WAXDPpWWYDNHZXSooKCgofDaJtSHmmYImKUlOBUuaVoYxNbyr12igNuiIL8kBSQr0YxlKXG46Y394e9QL8tEiZc6EsPfrUhLl9VEUZQSaeANqowFViDQpfWYK4/77dtRxkTMvBJVAwW1XRL7okPGfBvTpyVFHSwCyr5lPfEkO2iRjxEU2yDU5xjF5+JzuqFLM/AiCQOrcCdjq2gLuetGQNLWMxAlFEVMvw13Xn9IVbUTGjzpej9poQB2vj6lBauDaKhWC7vR78cz6qVCoVCpSUlIwm82jJmhEUcRiia5/T8zPdFdXF5mZI9WpzWa74E1zPkv8a1cjLf0Oskx67lxQfKGno6CgoKDwKSZWIeNnqKDp6+sjISG4Re75wN7QTnxRNoaslIDN8pl8Whbkfnp3HSd+TB5Jk0uCWg+fSfHXrw0c5xmwB91Jj0bIfNaIpojfj6ASyPvcYvI+t5iBU410rt9LwtiCkPVVXpuTgRP1uNp7yb52QdhzS5KEs61nRArW2QqZocQqZADcXf0kzxmPJs4QkwAbDbRaLenp6XR3d5+zoPF/XvkiNFb1E/NVZs2axbvvvhv42S9gnn76aebPnx/r6RTOAqvLy182yS4y37l8LAZt5J0JBQUFBYXPJmcrZPz4BY1Go8Htdsd0rCTJTlXdWw7FdByAva6d7o8O0LnxAjexiIGerUfp/nA/1qrmqI9xNHfR9Px6Tv7wKRyt3TFdz+eM7fX4T8drc4Z11jLvr6RtzTba1m4POcbZ1kPjM+/LDT4H7CHHecxy35/Kh1/4VDSOBHB19tOz6ZDcX+gTCDCI3uFiQ6fTkZ6ejsfjoaenJ+o0sWHnHPJ55Y8GRyJmMfPwww/zwx/+kHvuuQev18tjjz3GsmXLeOaZZ/j1r38d86QVYufvW+vosbkpSTeyalboxk8KCgoKCp9tzlXI+PGnkcSagdG7/Shta7bR8upmzIdjS0X398o4swlhNPgcLjre24VvSFPHqI91eejZcQwpyl3hofitmT39ketl/Pj7d+jSkiL2SvEjery0vLqJyt+8gM/hiuoYR3MXlqO1UY31DNjpeH93UJODkHPyRvd8SZIku7NFec7uzYeiej4tx+uo+Pmz9O06EXKM3xnPOCZ0vVd8URaCRt4ktodw0gNQxxtw91hAlGh98+OI8/sk8L8XVHH6oL+rlqO1tLy2Oer3TLjrND77AY3/eG+EeDwXQXPm51W0bskxi5lFixZx6NAhvF4vU6ZMYf369WRmZrJz504uuih4l1SF0aPX5uaprfKH0QNXjEUbwY5QQUFBQeGzyWgJGT+CIEQ8h6u7n+6PDwciE8mzJxBXlAWSRMM/3sM2aBscDf4u5uEaZp6J6PXRtekgJ3/6DO3v7KQ7yqiOz+7Ecrwen9NNz5ZDNL+wgYqfP0fv7hMxLei1KbGJGZ/TTd+ekwCkXTwlKrHobO+l6vcv0735EO4uM92bD4Ud7+rso+Ef71H5mxdoemFD2GiOz+Wh471dVPzkH7S/vYO+PRVhzy16ffQfqKT2z29S84dXw46VfD769lZQ+Zt/UfW7l3A0dYYeK0r07a3g1C+eo+XVTbS/tyvseVtXb6XuL2vwWR20v70jqKGC1+YMRFDCpWCptJpAsX8oW3D/uJwbLgZg4Hh9wGRgxHWtjnMWD348/Va6PjpA1e9eCvx+DEUcfG3VcSN/T0W3h+ZXNtG96SAVv3iOvn2nzqo/jLWymVO//id9e05iPlQ9rPmsn7MRNOfyeXVWSX1lZWU89dRTZ3Oowjny103VWF1eJuWauHpKzoWejoKCgoLCp5DRFjJ+zlxs+xwurJXNDJxsYOBkPe4uubleyryJJJTno9ZrKblnJdW/fxl3j4W6x9+i/MHPR+wjArIbE4A2LbKYkSQJ88Eq2t7aFpiDSqeBIBt+kiTh7jJjq23BVtuGvbZVXuRKUHrvjXgsNhAE3N1mmp5bR+cHe8m+dj5J08sj1uj4GyVGK2b691YgujwIGjUpEdy8JEmid8dxWl/bJBd3CwJZV80lc/nsoOPdvQN0vL+L3p3HQZQXrep4PZ6+AdRnRIAkn0jvzmO0v7MTr8UeGEuIxa6zrYfeHcfo3X0Sn9URuN3R1DnC9cvndNO74xhdHx0Y1szRcqwuqEPYwMkG2tZsOy12BAFBEIL2TXH3Wmj4+3uB3jrxJTkU3XVV0JoVe+2gMFEJxBeHXz8Zy3Kx17Vhqw0tZkBuyGosz8dW1Uzr6x+TOL5whClB9+aDdLy3G116EnH5GcTlZ2DIzyCuIBNtckJEAesdsNN/sIr+/ZXYqpsDxhL9ByrJXDo8iOAXTWpDkDorlYq0RVPoeH83XrONxn+8R++OY+Tfchn6rJSwcwA5Gtj+9g66Nu6Xe89o1eTecAnCmDw4NHK8X9BEU0Nzrp9XZ12h1NnZSWdn5wi1NXXq1LM9pUIEWvsdPL+rAYAHl49D9SkrfFRQUFBQ+HTgdwEaTSEDgCThaO6iY3cVAycbsNW2wRnrALXRgEp/+ppak5GSe2+g+n9ewWd1UPuX1ZT/v8+PaDh5Ju6+wchMhDQza1Uzbau3nk5dEgRSF0wi++r5aJMTED1eHI0d2GpaA+LFO2QBHkAQcHX1kfe5xaQtnEL7u7swH6jE1dFLw9PvYsjPIPua+XLDyBALUO3gXKMRM5Ik0T2YYpZ80diwDTZ9DhfNL35I//7KwHUKv7yChDEjU829A3Y61u2l5+PDSIOpX9pUE9lXz5N7ygwReJIkYTlSS9uabYFGl4JGTfri6WSumDPMFtjndNN/oJLeHcew1w6JsAkCiZOKSVswGUPuaZHksdjo3nyIno8P47MPRiYESJpeTuYVs0YU4NsbO2hbs022Xh4kadoYsq9bEDT9znykhqbn1wXOnXHFLHKuWxDS4cxaI0cQ4goyUevDO8Aay/Lo+nA/jsYORLc3ZO8bQRDI+9ylVP72X7g6eun++AgZS2YMG+No7gLA3W3G3W3GfKg6cJ/aaBgUOJnEFWSQOLEYTUIcPrsT8+Ea+vefYqCiMSBGQRaZSTPKSQiSKudz+CMzI8WMSqMma8UcUmaPo+XVzViO1mKtaOTUr/9J5hWzyFw+J+TjdLR00/js+zhb5JquuMJMCr90JYbsVHp7e0M+j9EImtHYeIlZzOzfv58777yTkydPjghPCYIQtfOAQuw89mEVbq/I3JJULh0bvhGVgoKCgsJnE51Oh8/nIysra1SFjCSKOFp7aHjqHYy+IQsSlQpjaU6gv0hcYeaIJoyGrFRKvnEdNY+9gbuzn7rH36LsO58LuXgSPV68g80UQ6WZOdt6aHtrG5Yjp+tATFNKybl+0bDFb8+2o7S+tnnE8SqDDmNpDsbSXOJLc4kvzg44SBly0ij+ytU4mufQ/s4OLEdqcTZ3Uf/EWuKLs8m+dgEJ4wtHiBptstx7xmdzhl0EA9jr23EOLnTTLpkWcpytro3Gf7wn12cgL/Dzb7tihPjxOVx0fbifro8OIA7WCmlM8WStmEvqwskjohW22lZaV289XRciQMrciWRfM3/Yc+5s7aZr00H6950KnBfkZoupCyaTMm/iMMHp6uijc+N++nadCIgpQasmdd4kMi6/CH1m8rB5uDr7aX97e0CogVzTknP9oqDWwKLXR9uarXR/JDfOVBsNFN65AtPk4I53gcfrr5eJoj+SsVSO3Eg+EXtDOwnloeuT4woySV0wmd7tx+h4dycps8cPE+qFd67A0dx1+qupE1dbD5JPxGdzYj3VFGiMWnzPSnq3H2PgRH3guQO5v1PStDEkzxpHwvhCVJrggs3n9NfMhP6916UlUXLPSsxHamh5dTOeXgsd7++mb28FebcsGeYcKIkS3ZsO0PbWdnk+gkDm8tlkXTUv5BxGXC+MoBmtCHLMYuauu+5i7Nix/P3vfycrK0uxY/6EqO608tp++c3+vRXjleddQUFBQSEoKpWKpKSk0Y3IMNiDQi3/7dFlJJM4URYvCeX5UdkHG8vyKPzSChr+/i72ujYan3mfoq9eHbT7/NDIhjZtZGSme8shWl7dHEiDii/OJueGi4MuOv0LU11GsixeymTxYshOi5g2FpefQck3VmKvb6ft7R1YTzZgr2+n9v/eJOOKWeQO1kwE5pp8eq6efuuIhftQ/IX/hvyMoDbBkijRuWEv7W/vAFFC0KjJ/dylpF08dcQawGO2cepXz+OzOQF59z5z2WzSLp0eNArRunorXRv2BX5OnFhMzvWLiMsfuVHqbO+ld/sxQI7aJE0fQ+qCySSMLRjx/Ek+H9V/eBXvoAuY2miQG34unh7UdrpvbwWNz60LRPcMuWnkrFxE4uSSoOscV3c/DU+/h6OxA5BFT+GXr4wYvRM9XhwN8jHBIhpnokmMR5+VgqujD1tNa1gxA5B97QL691fis8vGE3k3Lwncp47Tk1CeP+wcoteHq70XR3MnjiZZ5LjaeogvyqLhqXeQvD4ErRrT5FKSZ43DNKkkrDAOnNcfmYnC1jlpahkJ4wrp/GA3XR/ux91tpu4va0iaPoaC25fhc7hoen491kp57alLT6LwzhVnZfkcTNAAo5YKG7OYqa2t5Y033mDMmDFnfVGF2PnDhlOIEiydkMVFRZFzGxUUFBQ+y9TV1bF161YaGhqw2+1kZGQwY8YM5s+fj8EQfUftf0dcLlfULkCxoksxUXrbNWSXFZ/V8ckzx+Lps9L6xhbMh6tpfeNj8lYtHjHO72SGMFwg+JF37CV0GUnkrFxE0ozykJt8cfmZTHzk6zF1Qz+T+OJsyu67EWtVM+1v78BW3ULyjPIR47RJxsD/Pf0DIcWM1+akf/8pANKDiBMAV0cv7W/vBFFCn5NK0V1XE5eXPmKc/7rxxdnYqltIv2wmmZfPRB2mc7yxLJeuDXJUIeeGi0kcXxhyrGlqGQljCzBNKxsRdTgTQa0m7dJp9O44TsblM0ldMDlsSldCeT6CWkCTlEj2tfPlNLgwvUna1myThYwAmSvmkn3VvGFpc6GwN3QEIh3xUS7GjWV5ATETCa3JSNaVc2lbvZXujw+TdvHUsM50Ko06UD/DPPk2f01Q1lXz0KUmYppaFnOvGX9kJtreRGq9lpyVi0iZM4GWVzZhrWzC029FpdfRv+9UQMikLpxM7k2XnlXvGz9DBU13t5yu5vV6RyUVNuZPu8svv5zDhw8rYuYT5EhzP+8dbUcQ5FoZBQUFBYXg/Otf/+Kxxx5j3759ZGVlkZubS1xcHL29vdTU1GAwGPjiF7/I97//fYqKii70dM8LZ+NQFC0qvRZdSvTuYsHIuHwm7l4L3ZsOYj3VhM/pHrFI8heKa0zGoOkscQWZlHzrBhLGFkRMdxHUqnMSMkNJKM+n7P5VOJq7iA9SvK7SatAkxOG1OsLWzfTtOoHk8aHSa0mePT7oGENOGjkrF+Lu6if3c5ei0oWv88i75TJUem1Uj9U0pZSSb11P4oTiiNEplUZN2Xc/F/GcfjKXXkTW8jlRiQxtcgKl991IfFF2VI0m8265DHeXmZwbFpE4PvrfX9tgvYw+MyXq94KxLHewPqgVSZQiPk/pi6fTs+0I7i4zrW98TOm9N0Q9PzhtrpG1Yk5Mxw3FXzOjirHRqiEnjdLv3ET/vlMYslMRVAKpi6Zgq2sjadoYkqaVnfWchqLT6UhLSwuImdGq6YtZzDz99NPceeedHDt2jMmTJ6PVDv/luu666855UgrD+f06effmhul5jMuO3W9fQUFB4bPAjBkz0Ol0fOlLX+KNN96goGB4B3aXy8XOnTt5+eWXmTVrFn/9619ZtWrVBZrtZ5vcmy5BkxBH+uLpQXd7Az1mwtgymyYWn6/phUUQhKBCxo82JTGimPEM2BDUKlLmTAi7252x9KKo08r16dE1GAT5MQytjRhNIomuMwlmYhAKbWI85T/4Qsyp9n7DglhSpPxjfQ4Xro7eiD2AVFoNuTdcQvMrH5E8a2xQ97XzzWk3s9gFgiAIpAwR1oIgUHjH8lGbG8g1Mn5zEpCNSsK5nEVLzGJm586dbN++nffff3/EfYoBwOizo7qbrVXdaNUC918x9kJPR0FBQeFTy29/+1uWLw/9x1ev17N48WIWL17Mr3/9a+rr6z+5yX2C6HS6s+q8/UkiqFRkXTk35P2p8yehS08CSUJ0e2JeII8mPrsTr9WJOsEwzN0rFOmXzwRRwlgeujYj9/qLybhs5jCXqmAo9bEjOZvnpOjuq7E3tEedfgVyjVXhXVcRX5iJLoKVuNfqQJMQh2laGRMmFl2w92ve5xbjbOshrjC02L5QDC32z8iQa7OisW2OhpiPvO+++7jttttoa2tDFMVhX4qQGX3+Z70clfnCnEIKUkcnTK6goKDwn0g4IXMmaWlp/7GNnlUqFRaL5VMjaNy9A9Q//Q6O1u6oj9GlmnC199L0/HrqHn/rPM4uMuYjNVT87Bkqf/XPqMY7m7poen4dra9sCjtOazKiTU4I/DxwsgFXd/+5TFUhBCqdhoTy/IDBQe+u4wxUNIQ9RhAE4goyqP6fV+h4Zyei2zNijL2hnVMPv0DFz55B8vkQBOGCCu+EsfnYGzuo/v3LNL34YdAxPoeLtre20fTP9Z/YvIK5lp1NY81QxCxmenp6uP/++8nKyjrriypER4/VxYHGfgC+tUSpUVJQUFCIlc7OTo4dO8aRI0eGff0n43K58Pl857xAGA0kSaL+b2sxH6ii5aWNSBEiEUPxN2/UjEK9i8diw2t3ntWxPttg6k4UURkA52C/Fm2YFLkRx7R2U//k21Q98hK2urbIBwCWo7W0rtka9TVi5XzWXp0vJEkK3kNoCM7Wbppf3Ejtn96kb9+psGO7PzqI1+qgb89JhCC1WdqkBJzNXfjsLgYqms5p7tHSf7AKu7+haBD8zUZ1Q4TyUMyHa+hct5fencexN7SflzkOJZz98mgJmpjFzI033simTeF3GxRGhyMtchfj0gwjmab/bPcdBQUFhdFk//79TJ48mZycHKZOncr06dOZMWNG4Pt/MpIkkZSUNCo7nueKIAjkrFwEyH0++nafiPpYv71vpOaawZAkCXtjR0AYtL6+hYqfPkP3lkNIvtieD78IUodpajkUV7ssZgzZqdGd3+ak7m9rEV0eVFpN2DohkHuftL21jbrH36Jr/T769lZEdR2QRZ0U4f0g+UT69pyk8uEXcLREH00TPd6IYyRRxHyomto/r8YXpbh0tvcGXLXCYa1uofoPr1L7l9UhhZjo8dLwj/eRvD50aSZMk4pDns9rddC7S36/pi+ZEdRlTZucEHBHMx+oHHF/LER6Prx2J43Pvk/DU+/Q9NwHQZ9v0ePF2doDyCYZwUiZMx5DruyK1/rm1vMqWqPpIzMagibmmpmxY8fy0EMPsW3bNqZMmTLCAODb3/52zJNQCM6RJlnMTM2LvqhPQUFBQUHpiabRaCJ23o4VSZICfV1iIXFiEckXjaV/fyWtb36MaUppVALFv8MebWRGkiScLd307z9F/4FK3F1mEsYXUvilFViO1SE63bS8sonujw+Te+OlYReyQ/H3bommXkb0eHH3yH+79VGIGckn0vD3d3F3mRG0aoq/fu0we+cz8ZhtNPzjPWxVzQDEl+ZgDNM3RfR4sdW2MnCigYGTDTibuyj/3q1B+9qIbi+9O4/JPUcGG3R2bdhL4ZeuDH5ut3xua1Uz1somHI0dTPrt14PWpfgcLnp3HKN786HAuXt3Hifj8uCpnq6OPvoPVNJ/oBJnSzf6rBTG/eTOoL/HjuYu2tZuZ+BYXeA2W1UzCWMLRoxtW7MNZ2s3CAKFX1oRtoamZ+sRJI8XVZye1AWTQ45LnlGOvaYV85Ea8n0+BHV0zSS99tMNM60VjfgcLib+5mtBXdMsx+tpemF9oJGsxmQMiN+hOFu6Az174gqDZ1AJKhU5N15M3Z9XY6tqZuBYHaYppVHNGeTfM5/VgbvXgrt3gAGHLei4WBpihmusGQ1n5WaWkJDAli1b2LJly7D7BEFQxMwocqS5H4Cp+ckXdB4KCgoK/24oPdHOfYEwAgmsLV1U/PxZEjUGVDoNKp026HddejI5KxcGDs296VIsx+vx2Zy0vbWNgi9eEfFygchMGDEjSRLO1h76D1Ri3l+Jq7Nv2P2efivqeAPjf/ol2t/eQe/OY7jaeqn7y2oSJxWTe+MlEV2qfDFEZlwdfTCo96KJzLSt2Yq1ohGAgi9cQXzRSJHhx1rVTMPf3w2k32VcPpOc6xcNWzxLkoSrs08WLycasFU1IbqH7+APnGwYJmZ8difdHx+h+6MDp1O0BEiaXk76ktNRTNHjxV7XhrWyCWtlM/b69mFd6gFs1S3DFsauzj66Nh2ib9dxRNfpmpPEScUjFtuuzv7TAqa5a9h9osuDd8CO1nRa6Lm6zXS8s0OOTA0+53FFWeRcvyiokLEcr6d700EAsq6ci7EsvAjs3nIIgLSFk8O6gyXNKKf19S34bE4GTjWFdNnzC0trRSMDFY04GjtHbA44W7uHNS71Od20vfkxPduOAnLtT86NlwRtnAqnU8w0ScawojhxQhEJ4wuxVjTSumYriROLh1lpSz4f9vp23D2yYHH3WvD0WnD3DODpswx7T3kLUuCMt3osQsZPqMaa0RCzmKmrq4s8SOGckSQpkGY2rUCJzCgoKCjEgtITTWY0BY3VasUnSCBKiA4X4qANbDDiCjKHiRltcgLZ1y6g9bXN9G4/Ruq8SRFtcsOJGWdbD/375YWvP63Ljy4jieSZY0m+aByGvHS5KDvJSMFtV5B26TRaX98i70gfr+fUyQbSLp5G9tXzQkaLvIORGXV8ZCcs5+BcVAYdmjCLSYDeXSfo2ngAkC2YU+ZOCDpOkiS6Nuyjbe12ECVUBh0Fty8b1rTT0dJN9+aDDJxsxNNrGXEOQ34GiROKSJxYNNhwVBZ6XR8doGfbUUSn3J9EUKtImTeRzKWz0GfJDbr7D1TSveUw9rq2EeIFwJCXTsLYAhLK8zGOyUOSJKynGun66CADx+sCQkOl05AybxLpi6cHhJ6r24z5QCX9+ysDC3E/miSj/DrOHEt8SU4gYuGx2Oj8YI8cORlMGdRnpZB93UKSpo8Jusj3DNhp+uc6QI5mhXPSA+jfd0oWjSqB9MXh01J1KYnEl+Zgr23DfKBqhJjp232S3t0nsNW0IHmGP3+CWkV8aS6J4wtJGF84TFhbq5ppen5dIJIVX5ZL4e3LQzZiBQK1NKFSzALXFQRybriYqt/+C1dbL727jpO2cErgftHjo/p/Xw17DpD7TsnRodOfBWcjZPyc+XkVFxddiulZtwh2u93U1dVRVlZ23joNf5ZptzjpGnChVglMzFHEjIKCgkIsKD3RTjMagmZgYAC73UZcion8qy/DpItDdHuQ3F5EtxfR7Rn8kv+vDVJ8nH7JNPp2ncDR1EnzSxsZ+9AXQqbk+JzuwO6vxjRSzPi7lQceY5qJpJljSb5oLHEFmSHTCuMLMin77uewHK6hdfXHuLvM9Gw5RP+ek2RdPY+0S6aNaMLpTzOLLjIjixl9VkrY1EZ7fTvNg25TCROKyLl+UdBxXruTpufXYTlSC8jCofir16DPTDljjg56tx8L/KxJjCdxQiGJE4pJGF84Ype+dfVWujcdDIgTlV5L2qKpZFw+c8Rr57XYA2ltIDdYNI4tIGFsPgnl+cNEoOjxUvnwC3K60yDaVBPpl04jdeHkEal6He/tom/X6ToqjSme5JljSZo5FmNp7rCUK9HtpXP9Hro2HghEebTJCWRdPZ/UeRNDNumUJInmf67Ha7GjMugo/NKVYRt6SpIUEJnJM8eiS43c3y955lhZzByuJv/Wy4a9rx3NXYHoGwwKy3GyeDGOyUOtH/7ZJLq9tK3dTvemAyCBoFGTfe0CMi6fGbRuZyiORlnMhOuD5Ce+IJOU2RPo23OS9nd2kjxrfGAuaoMu8H7XpZrQpZrQpiUO+b/8XR2vp6+vjz2vvSbP/RyEjJ+hn1cez0gHuWDErELsdjv33Xcfzz33HACVlZWUlpZy3333kZeXxw9+8INYT6kQhMOD9TLlmQnE6aLLv1RQUFBQkFF6og3nXATNwMAAFouFhMRE1Go1CeX5JKdGV9w+FEGtIv/Wy6n6/Us4W7vp2nSIzKXBaya8Vnvg/5rEkbuzyReNxdXdH9i5jyuKvi5KEASSpo8hcVIx3ZsP0fH+bnwOl7ygmz0e1RmRIH+amSYaMRNF8b/HbKXub2vlIvSMZIruviroItXda6Hmj68FduZT5k8i/5bLUOlGLt3iS3NJnFRMQnk+iROKMORlhO1Yr9Kqkbw+1AlxZCyZQdol00I+vsQJRaRdPJWEcQUYy/PRhkn7U2k16NOTcbZ0YxyTR/qSGSRNLQspHpJnjmXgRD1JM8pJnjkWY1luyAW7oBbo21uB6PKgjteTuXwO6ZdOD/p8DKXn4yNYButp8m+5LGJzUeupRrmuBjmVLxqGpppZTzWTOLEocJ9paik+h4uE8YUkjCsI+/wB1D/1jhzRQo6wFN65PFCwHw7J5wvMO1Jkxk/2tQvoP1CJ12yj+6MDwyJWEx/+6oianLDXl6RzFjJ+/J9XHR0dUY2PWcw89NBDHD58mM2bN7NixYrA7UuXLuVnP/uZImZGiaMt/QBMU+plFBQUFGLG3xPtxz/+sdJKYJCzETR+IWMymdDr9TidZ2dv7Ce+OJu0RVPp2XqEjnd3htz59g6cttfVJIxc/KUumETqoinnZOyg0mrIvGIWKfMm0vHOTnQZyUEXmoHITBQGAM4OuWZHnxVczEiSRMPT7+I121DptZR847qQxgLapAR0aUl4LDbybrmMtDBF6CqNmtJv3RBxfn7SF89AbYwjbeHkiH1R9Fkp5N96edTnzr52PplXziE+RAH6UBInFjHx4a9GjDgACGo1OddfjKOpk8ylF0X3erR20/qmXN+dPHt8yFS+ofijMsYxeWFrmIaiS0kkviQHe10b/Qcrh4mZhHI5ghUtmctmYT3VSOay2WRdOSdqQwFna08g0haq+H/EvNNMpC+eTteH++lcv5fUhZMDdUmxCpm+vj5EUTxnIROYm05HUlJ0mUkxJ86uWbOGP//5zyxatGjYh8ikSZOoqamJ9XQKITjSLEdmpuQrKWYKCgoKsaL0RAtOLDaoQ4VMYmLkVJtoyVm5UK6DUalwtvcEHeOvlxG0GlT6kYttQa0eNYc6bWI8+bdeHjRKJIkivsHaoEhpZpIoBtLMQkVmBEEgc/kc1HF6Cr90ZVjzAUGtovDLV1L+/z4fVsicDZrBiMz5aPBoyE2PSsiA7KwVjZDxkzyjnJzrFkbd8we1Cn1WKtpUE/mfvyzicHePhYHj9QBkXBZdVCYwt5ljATAfqkY6h8hvQnk+E35xF9nXzI9ayMDpehl1QhzalOA9ZoKRuWIO6ng9otuL9dTZ9cpxu914vd5REzJ+oi1jiTky09XVRWbmyPCVzWb7zFlfni8kSQqIGSUyo6CgoBA7/p5oZWVlF3oqnzqiidCcLyEDcoSj6KvXoM9MHuZONWyMQU/ipGIQhAu6thA9PkyTS/DanSHnGhjr9pIyZwLO9t6waUGmySVM+OVdUS3ItRFcqRTCY8hKpfzBz+Pps4a1YfajSzMx9oe30bf7JKap0dsVg5xqZqtrDYiacyFYzVkkdGkmOU1Sr43pd0YTb6DgjuXoM5IjOvuFQpIkUlJSRlXIxELMYmbWrFm8++673HfffQCBJ+zpp59m/vz5ozu7zyiNvXbMDg86tYpx2aP7R0RBQUHhs4DSEy084QTN+RAy1lNN9B+qwjSpBNPkEhLC9EYB5OLysfn07TlJy6ubSJpRHlOqzmgguj2YD1aRML4wql16tUEXsJy217fT8cEeUhdMCiqCzhQyAxUNCBo1CWM+2cf4WUCl1YxwALMcrSVxYlHQyEdcfkbAHrn+6XcxZKeSOn8SurSRzUx9Lg99u0+gz0ohcVwhxV+55rw8hmhIHFdI4rhCPGYr9X97m8RJxaTMmRC0psjZ3jtYf+Qm73OLSZp6bps+Op1uxGfsJ0nMYubhhx/myiuv5MSJE3i9Xh577DFOnDjBjh07RvSdUTg7Dg9GZSbkmtBpzq3JmYKCgsJnEaUnWmSCCRqbzXZeIjKdG/YxcELuM2OaXBL1cb27TgQaCn7SYqZn21FaX9+CyqAjdeGUEa5T4ejadJD+vRVYjtRQ/r1bw46VfCLNL32Eu6uf7GsXRLQNHnqcqyN8FOizhqvbjC4lIWx6lvVUE3WPv4UhJ43Sb9+INil4FMRvG20GTFNKgoqZpuc+wHyomoSxBSSOKxyth3FODJxowHy4moGKBlLmTQw6xtHcRef7uxG0anKuWxTRRCES59qQ91yJ+eqLFi3i0KFDeL1epkyZwvr168nMzGTnzp1cdFFwVxKF2DjS1A/A1DylXkZBQUHhbKirqwv5VVtbOyrX+Mtf/kJxcTEGg4G5c+eyZ8+esONfe+01xo8fj8FgYMqUKbz33nvD7pckiZ/85Cfk5OQQFxfH0qVLqaqqGpW5hmJoDU1bW9t5Sy1Lmibv/FqO1yMG6VUSDJ/DFbAEjqVDuR/R4w30iDkbUuZMQFCrEJ1uzAcroz7OM2DHfFB+3VKH9O4IRd+ek7i7+gcbVUbXF8ndO0D1o69R/YdXcQfpK/NJI3p9csPQC4QkSfTuPE7lr/9Jx3u7Q4/z+Wh+9SNgsBdQYugUPn/9iCpOH9IdLHWhXMtkrWzCcUajz/OJq7M/5H1+57aE8YUjbMb9JI4vBAEkjw9rdXPQMf9OnJWUKisr46mnnmLPnj2cOHGCF154gSlTIv/CKkSHv1nmVKX4X0FBQWFUaWtr43e/+905n+eVV17hgQce4Kc//SkHDhxg2rRpLF++nM7OzqDjd+zYwa233srdd9/NwYMHuf7667n++us5dux0b5Df/e53/OlPf+KJJ55g9+7dGI1Gli9ffs4OYpHQ6XTo9afrCYzG0a/R8IsRcYhAicRARaPcFFGlInFCUeQDkBe19oZ2ml/5iBMPPUn7Ozvw2Z20v7ODgZMN+AabQ0aDJiEO0zRZXAzt4RKJ3h3HkLw+VHF6UmaPCztW9ProeG8XAMmzxkdVs2A+UkPlw//EXtOKz+4KLF7DXsftxVrZTMf7u3H3DUT3QKLA1dlP6+qtnPzhU9T+dQ2SKEU+KEpEj5eBigZaXt9C0782hBznsztp/Md7NP1zPaLLQ++uE/hcwfuTdG06hKutFwTIu2VJWPtqfx+jhPL8kCYFiROKA81FuzYdDDrG1dGHraY1pvdeMHwOFz3bjlD5yItU/OwZnB29I8ZIPpGBwZ42pknFIc+lSYgLOJ4NnGg4p3l9Gog5rvTee++hVqtZvnz5sNvXrVuHKIpceeWVoza5zyI+UeLYoJiZVpB8YSejoKCg8G/KXXfdFfT2hoYG9uzZw/e+971zOv8f/vAHvvrVr/LlL38ZgCeeeIJ3332Xf/zjH0FbFDz22GOsWLGCBx98EIBf/vKXbNiwgT//+c888cQTSJLEo48+yo9+9CNWrlwJwPPPP09WVhZr1qzh85///DnNNxwDAwM4nU4MBgMulyukKYAkSUheH462HqzdNnxONz6HC9Hpxudw43O6EB1ufE43upTEYY0gtckJxBdnY69vx3y4JipxYjkqR9ASyvMiFm97LDb69lTQt+s4ztbTDmnm/ZUkTig6vVuvEojLz8BYlodxTB7Gstywhf1pCydjPlCJraYVZ1tPRLEhiSI9W48CkDp/YkS3sL5dx+U+MoJA1lXh08tEj5e21Vvp3nwIkN3VCu9YHjRq5bU6sNW2YqtuwVbTiqOxQxaGgDYlgdR5kxDdXjwWG16zTf5usQ9+999mRx2no+w7nxsxD/PhGnq3Hx3ufmVz4mzpwpCXjs/mxDtgxzNgxzvgwDtgx2ux47XaA/+PL84m7+Ylw87t6bdiOVaH5Xgd1orGQHNMQa0i96ZLURuGF5hbq1tofPZ9PL2yQDNNK6Pgi1cETQn09FvpeHcnAGkXTwvruCZJEtZTsihIGFcQcpygEkhfMoOWlz+if28FOdcvGmHv3bP9KF0f7gcBdBnJgzU5mYHaHE2SMWTBviRJ2Gvb6NlxDPP+U4FGsgDmA1UYzkhJtNW1Ig667yVODJ/OmTixGEdDBwMn64FLR15bFPEOvo6+AcfgazfyuyPhwtXK+IlZzPzgBz/gt7/97YjbJUniBz/4gSJmzpGaLit2t494nZqyjNjdLBQUFBQUoK9veMqLz+ejtraWkydP8te//vWczu12u9m/fz8PPfRQ4DaVSsXSpUvZuXNn0GN27tzJAw88MOy25cuXs2bNGkBOi2tvb2fp0qWB+5OSkpg7dy47d+4MKWZcLhculyvws8USW8rRmcX+brc7tMuZT8TZ1kPDE2sx+sIndsQVZI7oam+aWoa9vh3LkRqkW5aEdVySRJGBwYhDqBQz0evDcrSWvl0nsByvgyFRAf1g0XbKnPHYGzow5KXLDQVFCUdjJ47GTroHd9J1mcmyuCnLJXF80bC+NwnjCtGlmXD3WOjdcZzcmy4J+7gHjtfjGUz7Srt4atixosdLx/tyamLK3AkYQvSmAXB19tHw9/dwDNrvGsfkUfjlK9GlyHP1WGwMnGzAViMLGH/zzjPRZ6ciiXDsv/4asJwOx1A7aldHHz3bj8qRD+vpPkDa5ARSF04mdf5kRKeLI/f9CaTIERqVToskitjr2rAcq8dyvA5nkFStuMIsTJOLA2IM5AhEx/u75OdPkhC0GvJWXUrqwtC9h1rf/FhuuJkQR/Z1C8LOzdXei9ci24MnhhEzAClzJ9L+1nY5crL1CNlXzRt2v6ffOjhpcHf24+7sx3zgdPqoOiEuIGzSL52GLi0Jr9VB3+6T9Ow4KkeSBhG0apJnjCV14WSMQUw0/LbShpy0oP2bhpI4oYjO93fjauvF3TswbLzP7uTYg49DFIE2d4YRciOPO5/ELGaqqqqYOHFkQdH48eOprq4elUl9ljk8WC8zOTcJdZjwp4KCgoJCaFavXh309l//+tesWbOGr3/962d97u7ubnw+34geNllZWVRUVAQ9pr29Pej49vb2wP3+20KNCcZvfvMbfv7znw+7LdrHFsy1LKxt8xld3FV6LSqDDrVBhzpOH/i/Kk4ftMt60rQy2tdux9NvxdHYEbYhob2hA+/ggjmYmOl4bxddmw4GGloCqOP0JM8aR+r8ScQVZQUWtUlTE0iaWobP7sRW1xaIVtjr25G8vsACs2/ncfJuWUL6pdMD5xRUAqkLJtP+9g56d58g+7oFYZsJdn98BJB388OJE5DT0Tx9A6ASwhb99+2toPnFD+UohQBZV84j66q5w1KfrJXNND23bviBKhXxRVkYy3IDYk2TEAdA+5qtw4fqtWiSjGhNRjSm+MHvsi20tbqF9rd3DE8PFARMU0pIWziFxEnFgbl4zKoRQkZtNKBJjB/2pU2MQ5+dSsNT72I+PHztqDLoSJxQhGlyCYkTi0dYU7u6zTQ++z722jYADPkZFH05fM8ea2UT/ftOAZCzclHIRqWB8YMRJ40pHn2EaJxaryV10RS6Nuyj5+PDZF4xa9h7pOiuq8i7eQmOli6czV04mrpwNHfhbO8FUcRndWCtaMRa0YhpSimtq7dhOVw9TLwZ8jNIWziFlNnjwlp6WwbFTGKYFDM/xpJsVAYdotPNwMl60obUd6ni9CCoQDo9B3W8Xn79EuLQJMSjToxDkxiPQy/grToQ8Xrnk5jFTFJSErW1tRQXFw+7vbq6+rzk2X7WOKrUyygoKCicN2699VZ+9atfXehpjBoPPfTQsIiPxWKJ6vGFs18OJ2gMOWmU33MD6dlZCOrYym712anoM1NwdfZhPlIbVsxYjsgpZvqsVPQZySPu9zndspARBBInFJE6fyKmqWVhhYY63iBbQ0+S029EjxdHY0cgmmGracVYNnK3O2XeRNrf2YnP6sBytDZkHxFXdz8DJ+RoUtol00LOA+Qalo4P5KhM6vxJwR+jy0Prq5vo3XkcAE2SkaIvX0nC2JGRgoQxeagMOoylOQHhEl+cHTLNrfBLV6LSa9CYjGgS40ekbw1l4FRjQMhoUxNJWzCZlPmTAlGhoWgS4yi978ZB0RKHJiEurLOYp9+K+XA1hpw0EicVY5pcirEsJ+QxfXsraH5pI+Jg/Un6ZTPJWbkw7Osu+Xw0vyIX/ccXZ5M6f1LIsX78YiZhbEFUPVvSL51G18b9eC12+vdXknqGi5gmIS5gnexH9HhxtvcOCpxOnG09xBVkMnCyAcknojLoSJk9ntSFk6NqQuoxWwORrWjEjKBWkziuUHY+O9EwTMwIgkDZd25CHecXMIaQr0lvby+eE7ux2Wz/Pn1mVq5cyXe/+11Wr14daEZWXV3Nf/3Xf3HdddeN+gQ/a/htmacoYkZBQUFh1Dl8+DAzZsw4p3Okp6ejVqvp6OgYdntHRwfZ2cEX6NnZ2WHH+793dHSQk5MzbMz06dNDzkWv1w8r3o+GaPrIBBM0giAgaNSo4/QxCxmQF0imqaV0fbgfy+Fqcq4NnepjOSaLGdOU4Hn/qQsmo0mII2XOhLNqMAhy/xF54Z8Hy2bLxetB1q26lERMk4qxHKujZ/uxkGKmZ+tRkGTREalvR8/WI3jNNgS1iqwVwaMyPqsD8yE5apE4qZjCO5ajOaMew482OYHJ/3NPyEL1M0mcGJ2hAkBCeQFpi6ZgmlZG4oSisNcQYjBrANkxLmlaGbq06NY8tppWRKcbTWI8BXcsD1vk7qd785Ci/89fFrboH+QUR2vVoJiJkGLmR5dqIml6OeYDlXRvOkjK3AkRRZBKqyG+IJP4gkwYIrCyr5mPOk5H0oyxMdmB+wv5VXptUFEejMRJRZgPV2MdNNsY+nsdixW6VqvFarWi0WhG3QkxGmIWM7/73e9YsWIF48ePJz9ffqDNzc1cfPHF/M///M+oT/CzhNsrcrJVzrWdlp98YSejoKCg8G/MmfUpIAuDt956i6uvvnrY/X/4wx9iOrdOp+Oiiy5i48aNXH/99QCIosjGjRu59957gx4zf/58Nm7cyHe/+93AbRs2bAg0my4pKSE7O5uNGzcGxIvFYmH37t3cc889Mc0vHLE0xDxT0JhMI/tsxErStDF0fbgfZ2sPrq7+oBEJd48FZ0s3ELpexpCdiiE7fBpXrIRb5KYunILlWB3WigbcPeYRi2/R46V3h+x4lnbx1LBiz+fy0Ll+r3zeBZOD9i8BuaN7we3LcHX1k3H5RREX4dEKmVgRVAL5X1gaeeBZoEmIg8HUt2jIvfGSwVS7uWGNG/z47E7a35Xd4tIWTY0qwuFo7sJnl+uJohUzABmXzcB8oBJHUye2mpazboCaseTsNlssxwctmceFtmQ+k8QJxYDslGZvaMdYenbFLxqNhoSEhEDN3mgJGrvdHt31Yz1xUlISO3bsYMOGDRw+fJi4uDimTp3KJZeEL4pTiExlxwBun4jJoKEoLfjui4KCgoJCZA4eDG6TOnv2bDo7OwMWytGkkATjgQce4M4772TWrFnMmTOHRx99FJvNFnA3u+OOO8jLy+M3v/kNAN/5zne49NJL+d///V+uvvpqXn75Zfbt28eTTz4ZmMd3v/tdfvWrX1FeXk5JSQk//vGPyc3NDQimcyUWIeNnqKDp6+sjLi76hWcw4kuy0STGI2jUuHstIcSMGW1yAqLbc9aLq9HGNLkYTZIRfWaKvNA9o4zC53CROLEYy5Ea0hZMDnsuQSWQuWIO3R8dIHPFnLBjo+0781lBpdOQf8tlUY9Xxxso+cZ1tL+7i+zrFkZ1jLvbjEqvRW2MizpiBBBfkiOn9sXpw6a9nS9EpxuE8JbMZ6JLM6HPSsFjsePuHcAYezunAEajEY1GM2qCZmBgAJvNFtXYs3q2BUFg2bJlLFu27GwOVwjB4eZ+AKbmJ5/1H1gFBQUFBdi0adN5Pf8tt9xCV1cXP/nJT2hvb2f69Ol88MEHgQL+xsbGYU5gCxYs4MUXX+RHP/oRP/zhDykvL2fNmjVMnnx64fu9730Pm83G1772Nfr7+1m0aBEffPABBkP4YuVoOBsh48cvaDo7O3G7z65XhiSKCCoVgkpF+fe/gDYlIeTfuYSxBUz49Vfw9A4wUNGALj0JfUZKxMjE+UB0e7E3tKNNSmD8T+4MaRGtNcn1LD6nG7VBh7WyGUN+etBCc5VWQ8aSGaRfOi0QTZFEESTOKn1PITwJYwsYE6TOKBTJM8diLM/DfKgGy+EaTFNKI74u9vp2PGYbuasWYyzJCTv2fFF67414rQ6cnX1Yq5uJK8gKmaYmSVLg96/03hvQJieOynvP/9lyroLG/3kVbS3+WYmZjRs3snHjRjo7OxFFcdh9//jHP87mlArAkSal+F9BQUHh34V77703ZFrZ5s2bR9y2atUqVq1aFfJ8giDwi1/8gl/84hejNUXg3ISMH51OR0pKStQ7pUOxVjXT/PJG8m++jIRxBREtY0F+LrTJRip+8SySx0fRV68heUb52Uz9nKh59DXs9e1krphDThQ7+2qDDtHtpfYvbyJ5RUq+eX3InfKhaWE9247SveUQeTctjqmeRWE4oscbVVTE3TeA+UAl6ZfNDCqqPT0DtLy0EYDJf/gWanX4wvaujw7Qv+8UqQsmXzAxA3LaXt9b2+jdfozEySWUfvP6EWPcPWaaXthA5oo5JI4rjCn6FA3nKmiGfl6pw5hHDCVmGfbzn/+cZcuWsXHjxkDYeeiXwtlzJOBklnxhJ6KgoKDwb8iKFSvYtWtXxHEDAwM88sgj/OUvf/kEZnVhGQ0h40er1cbsViRJEm1rtuFq66X55Y2IHm/kgwZxtPYgeXwAxBdFrnUYiqvbTNtb25Gi6HcSjvhi2ZjBVtMa9THWqqbBeUtRzdtnd9L+zk5cbb307Qtu7R0MSZIwH6lB8vmiPubTQizvg2ixnmqi4qfPYKtrCzvO53RT9/hbtL7xMS2vhIjgDtU3UbyHJK/8GgghalXsjR3n5TEHvVaDbDQS6r3X9K8PsZ5qoumfG/A5zy7SGonExERMJhMWi4WBgYGojzvbz6uYIzNPPPEEzz77LLfffnushyqEweH2Udkhv+BKZEZBQUEhdlatWsVNN91EUlIS1157LbNmzSI3NxeDwUBfXx8nTpxg27ZtvPfee1x99dX8/ve/v9BTPq+MppDxo4qxyFwQBPJvvZzK3/4LV0cfXR/uD9tTZSj2wUWpxhSPNogNcDAkUaR78yHa125HdHvRZyZHZcULsrXtmVbC8aW5sPmQ3JPG5wtrM+zHMtjsM744J9DXJRwd7+/GZ3Wg0mujiv6AnNbU8vpm7LVtI3rjhMJjtmI5VkfqvIlhH4ckirJz27ajpC+ejmlicVRzkkQRBCFsmryr20z3Rwfo23OScT+6I6ITnej2MnCiHp/TPcLuOHBdSaJ78yFa39gCokTzix8y9qHbgqYlSqJI4z/eky2MVbK7XlBiTPUXw4gZr91J7Z/eQGXQkX3NAlLmjD9rswZJlLBVN9O37xS5N1w8Iu1RdHvk5rAQ0vo87+YlVD78Ap5eC21vfnzezB1ijdCcy+dVzGLG7XazYEH4zqkKsXOizYxPlEhP0JOTdO750QoKCgqfNe6++25uu+02XnvtNV555RWefPJJzGY54i0IAhMnTmT58uXs3buXCRMmXODZnl/sdjsul2tUhUwofC4PrvYenG09OFt7cLb1EpefTs7KRQDE5WeQsWQGXRsP0PHBbpJnjQta+D/iMfh3mIuzo6ojdbR20/zCBuz1cpNRTZIxpJiQJAl3Vz/W6pbBHjMtuLvMjHnw88PShIxlsgGB5PHiaOoKRGpCIUkSA4NixjQ5uK30UFwdfXRtOgRA5vI5ERf37l4LbW9tp3/v6QiOvbEz5FycLd1YjtZiOVobeF506UnD+p0Ezt03QO+OY/RuPxboWi+oVEHFjCRKuLv7sTd0YG/owNHQjqO5i3E/uTNo/xl7YwddG/bRf6AqEOno3nIo8B4Ziuj2Yjleh/lgFZajtYguD5okIylzJowQKKLHS/NLG+nbdQIAQ146xV+/LmR9VeubHwfEZt7NS6ISatFE905HZkaKFFtlMz6nB5/dRdPz6+j6cB85KxeROLkkqve1/3Xs23OS/n2nAq+NsTSH1HnDhbqjqQtEeb6hIjOG7FSyr11A2+qt9Gw7StKM8hF22pIkgSgCwmCUSv4eaz13tILmXDdeYhYzX/nKV3jxxRf58Y9/HPPFFEJzZLC/zLT8JKX4X0FBQeEs0ev13Hbbbdx2220AmM1mHA4HaWlpaLXR92z4d0aj0WCz2UhNTR1VISNJEqLbi/lwNU6zC1erLGDcvRY4Y73nszuH/Zx19Xz691fi6bfS8somSr51fcS/dfZ6OTITXxy+BkH0eOlct5fOdXsCXdNTF06Wd64HC/AlUcTR0i0Ll0Hx4rWMtH21VbcMEzO6lES0qYl4egew1bZGFDOu9l7cPYMLtyhcpVpXfwyiiDbVRMZlM0OO8znddG7YR9eH+wKpd4b8DHJvvITE8UMaMXp92KqaMR+pxXK0Bk/v8BQflUE37DZJFBk40UDPtiNYjtYNS6lKGFdAytwJSJKEp9ciC5fGDhwNHdgbOxEdrhHzdDR0BMSMJEoMnKinc8O+QNNNkHvipC+ZQdqi000aRbcHy/F6zAcqsRyrQ3R5hkxawJCThs/mGNZnx903QP2Tb+MYFL1JM8spuH15yKL37i2H6f5IdjlMv2wm6WEamw57b0aRqegXM8EskZOmj2H8T+6k/e3t9O+vxNnaQ93jb2Eck0fODReHrLFx91jo21tB/94KnG09w+6LK8xCbRhpRmFvkAWrNtUUsicRQMblMzEfqsZe10bTCxsY96Pbh0V5JK+Po9/5v+AHDxE3IODJMEKYX4tIgmY0Isgxixmn08mTTz7Jhx9+yNSpU0f8cYjVr7+lpYXvf//7vP/++9jtdsaMGcMzzzzDrFmzRoz9xje+wd/+9jf++Mc/DvPq/0/AL2aUehkFBQWF0SMpKYmkpM9W6q5Go8FoNI5+RMYn4uropa1yK0bfyB1odUIchpw0DDlpI3aF1QYduasW0/DUOwycqMd8sCpk80mQrY5d7b0AxBeHrjux1bXR9MJ6uSkictQh/4tLh0Ue+nafpPmVjwJd44fNK06PsSwX45g8jGPyiAvSh8RYmkt/7ylsta1hBQeA5Xg9IEeF4goyw44dqGjAckRuDpp7wyJUupFLMkkU6d11gva12wPiS2OKJ/vahaTOnxhIV3I0ddKxbg8DJxpGPE5tqgnTlFKSppZiLM9HpVHj6bfSu/M4PduPDhM36oQ4UudNJG3RFPSZKQC0vL6F7o8OBH0MKr2WuMIs4guziCvKIr4sF9HjpX/fKTo/3Bd4XQAMuelkLL2I5FnjAot+y/F6enceZ+D4SAGTMLaA5JljSZo+ZkSEzVbTQv1T78jPiQDZ1y0kc9nskALZcryeltfk+hjTlFJyb7w46LgAw8RMLJGZ4MtqfWYyRXdfTcYVs2hbvRXrqSZs1S1U//5lkqaNIXvlQgzZqfgcLvr3naJvbwW26pZh59BlJJEyezwpsyegz0oJep1I9TKBh6dSUXjHck49/E88fQO0vvkxBV+8IuLjlB/s4D+D3yVJDD+e0IJmtFJhYxYzR44cCTT0Onbs2LD7Yo0o9PX1sXDhQpYsWcL7779PRkYGVVVVpKSMfJFWr17Nrl27yM39dHjOjzanbZk/W390FRQUFBRGF6/XS3z8eehVplaBSoUqTocxOysgXAw5aehz09CG2QkGeYc6cXIJA8fqaHltM4kTikJaHTsaOwM74sEaHfqcbtrf3kH35oPyOEEg4/KZZF8zH5Vu+CarJtkYWOBrkxNk4VImixdDTlpEy2djaS79+05hq2kdZmkbjIHBxoWmicVhx0k+kdbXt8jnL8slKYiws9W10fzSRrm+AxC0ajIuv4jMZbNRG4YbMUiiiPlAVeDn+OJsTFNKMU0pxZCXPmIutX9ZHWhMCrJ9ceqiKSRNKxvhBmbITQtcPy4/k/iiQeFSmIU+K3XY8yf5fFT8/Dnc3ebT5x5XQMbSWSROLBoxj4HjdZgPVMo/qAQSxhWSPLOcpGkjBYyfnq1HaHl1E5JPRBWnp+jLV4ZN6XO0dtPw93dBlDDkZ1D45Ssj16zEKGbC1cwMJb4wi7LvfI6Bkw20rdmGo6kT8+FqzEdqSF0wiczls2kedFED2Z0sedY4kmePjyrd0jEkNTMS+qwUcq5bROsbW+jdfoykGeWBtDtBrabsgVXy71ZAtJwWMIggDQoai8sOe7dGvN6Zgsb//9FIhY1ZzIymd/8jjzxCQUEBzzzzTOC2kpKRb8iWlhbuu+8+1q1bx9VXXz1q1/+0YHF6qO2S7S4VMaOgoKCgcC54vefHNUkQ5HSf8ptXkZaWFvmAIMfn3byEU6ea8JpttL+zk7xVi4OOtQ2mmOmzUgOpYkMZOFFP9yY5ZciQl07BbVeELHg2luRQcMdyjGPy0KWZYt54jR+sm/GabXh6LSGtbH0OF9YqeTc9MUK9TM/2ozhbe0CA3FWLg85JdHsCQiZ59nhyVi5El2oKer64gixS5ozHOCYf05QStEnha29S50+i4/3dpM6bJEdhQuz0AyRNLSP+h7J4jdSLRFCrSRhXQG+vheSZY8lYelFQMeon+aJxuDr7SJoxlqRpZRENE9rf2UHHe7sB0GenUvL168LO3WO2UffXNYhON5okIyX3rBwhBIM/kNP/jcYPLxCZibJXS+KEIhLGFdJ/oJL2tdtxd5vx2Z3o05NJnFSCOl5PypzxJI4vjMp0AuTUTlen7Cocrftf+pLpmA9VYatppdmfbhZvQFAJJIzJj+oc3t5e2BvV0BGCZrRq+j75FqVDWLt2zf/PBwAAzQBJREFULcuXL2fVqlVs2bKFvLw8vvnNb/LVr341MEYURW6//XYefPBBJk2K7EjicrlwuU7ncQ5VgJ9Wjg1aMuclx5GWEHyXSkFBQUFB4UIjqMK7VUVCn55E1pVzaV+7ne7Nh0iZOyHoYtdR799hDr4oS5pRTtKMMcQVZJF5xUVhF3wqnTakE1Y0xOWmo9JrEV0ebDWtIcXMQEWjXDStUg2rYzkTvxUzQMrciSEX+4njCslcMQfTlNKIvUsElUDhl66M8hFB2qIppF08NaqeLJqEuKhc2fxkXTWPrBVz0aUFF15DMZblUnrvjVGf2zRtDJ0b9pM4oZDCO1eEjOz5aX9nB57eAVQ6DSX3rAxqThCMYe/wGNLMVNrohAfIr1nKrHEkTR9D7/ajJAy+Z0q+ufKsfscCRhACQdMlg89BRcHtyzn163/K9WxvfEzh7ctivvaF5qzEzL59+3j11VdpbGwc0Q34zTffjPo8tbW1PP744zzwwAP88Ic/ZO/evXz7299Gp9Nx5513AnL0RqPR8O1vfzuqc/7mN7/h5z//efQP5lPA6XoZJSqjoKCgoHBuaELk7X9ayFh6EX17TsoLthALRVuE4n9BECj6yjWfiGGOoFYRX5wt1znUtJIyJ7gT3sBgvUzCmLywi2yPxY7WZETyeCNaMUdr1RwrZ6bijSbRCoazIb4gk/IHP48hNz1ieiBA7ucW47M6SZkXWjQG5SwNACKlmQVDpVEPs9Y+2/e0v/hfn5UaXfRpEH1mMjnXL6LjvV0jXM1Gm6E1MnD2jTXPJOZPvJdffpk77riD5cuXs379epYtW0ZlZSUdHR3ccMMNMZ1LFEVmzZrFww8/DMCMGTM4duwYTzzxBHfeeSf79+/nscce48CBA1G/uA899BAPPPBA4GeLxUJBQUFM8/qkORKol0m+oPNQUFBQ+E/hzjvv5O677+aSSy650FP5xNFoNNjt9vNTNzMKqDRqSr91PdrkhKARFUmUyFu1GHtdOwljQ6e6fJLOn6kLJpMwvjDsYi/rqrnEFWaiNRnDnsuQncrYH34RR0s32uSEiHU4CsOJy8+Ieqxar6Xoa7GLXrXRQNql0xEEghoznEnqgkl4bU4M2bGnX44WpsmlCIKAKoSbWzjSL51OyqxxYR3QzpVQxf6jIWhi7trz8MMP88c//pG3334bnU7HY489RkVFBTfffDOFhaHDqsHIyclh4sThod8JEybQ2NgIwNatW+ns7KSwsBCNRoNGo6GhoYH/+q//ori4OOg59Xo9JpNp2NennaG2zAoKCgoK547ZbGbp0qWUl5fz8MMP09LSEvmg/xC8Xi82my2mztufNLq0pJCpYYJKIHnmWBzNndT+35v0bDv6Cc9OxtNvpeODPUiSRMrs8WQtnxN2d99a2YT5QFXAmjkcgkpF/KDbWdUjL1L9h1exnmoatbkrnOZMIdP10QFaV2/F3Rv696Ptza1YDlejy0iOmMoGkH3NAvJvuSyqwvvzRVxeOknTxtD+zk4qfv4snoGR1uMgbxac2TtHUAkXRMgkJiZiMpmwWCzn9HkVs5ipqakJFOHrdDpsNhuCIHD//ffz5JNPxnSuhQsXcurUqWG3VVZWUlQk73zcfvvtHDlyhEOHDgW+cnNzefDBB1m3bl2sU/9U0mN10dznAGBSniJmFBQUFEaDNWvW0NLSwj333MMrr7xCcXExV155Ja+//joejyfyCf6N8Xq9GI3Gc14gnA2i14driJOVp986okdGtHgsNjz9VkTP+TE0CIe7x0LFz5+lfe12zAerIh8A2GrbsFY20X+wMurr+OxOHI2dsg1vjMEZn8OFZdA9LRokSbogz2UwomlEeTZjB0404AvS/8aP6PHSuX4vXRv2yU54IfBaHXj6rcNc2T5N+N3TzsRrteOzOXF19AXttyOJIo3PfUD72h0xPa/nQiT75dEQNDGLmZSUlMDF8vLyAvbM/f392O3BVWAo7r//fnbt2sXDDz9MdXU1L774Ik8++STf+ta3AEhLS2Py5MnDvrRaLdnZ2YwbNy7WqX8qOTJY/F+abiQp7rPR0E1BQUHhkyAjI4MHHniAw4cPs3v3bsaMGcPtt99Obm4u999/P1VV0S1S/x2Jj48flR3PWLDXt1P12xep+/NqRI8XSZRofH4dlb/9F12bDiKJsS2ezqaoetjxoojXKm8W2hvakXzBF4DB0KWZSCiXU9xaX9+CzxVZACdNLZOvVdeGx2KL6jr2RtnoIJaibZBtmyt/8y/qn1h7+hxhcDR3UfPo6wE76Eg423tpemEDHnPkxyFJEtbqZvoPRBZxolsWEzV/eBVJjNyfZKCigcrf/AtrZfiolejx0vLqJmr//CYtr3wUclz/gUq5N41KIH3x9JDj/OYF7p5Pl5hx95ipf/odGp58O+j9XqvcrFal0wSti+rZdpT+vRV0rttD21vbRkXQhPu9jraPzLkKmphrZi655BI2bNjAlClTWLVqFd/5znf46KOP2LBhA5dffnlM55o9ezarV6/moYce4he/+AUlJSU8+uijfPGLX4x1Wv+2HFWK/xUUFBTOK21tbWzYsIENGzagVqu56qqrOHr0KBMnTuR3v/sd999//4We4nkhUufts0EMsgAV3R7a39lJ18YDckG/IGCtaMSQn4Grsw/J46P1tc1YjtVRePsytMnhbYP9+Dvdx1JULfl8WKuaMR+owny4hoSx+eTdejnV//sqKoOO5IvGkTp3AnFFWRHrKHJXLWagohFPv5XOD/aQszJ8MX7CuIKA65nlaB1pCydHnK990LXNkJ0WVdG2JEp0fbiPtrU7QBQRNGpc7b0h09+8Vgfta7fTs/0YSBK26hYyrrgIfXpy8Pk0dtC5bi/mQ1UggTrBQO71wRtM+ptjdm06iLO5C01iPKYppUEd0iSf3Pyz492dePqtgNzMNHV+cJdaR3MXbWu2MnCiAYDW1Vsp/96tQV8zZ1sPDf94L9A3x9VjwefyjIhMSJJE90dyNCZp+piQNtcgN18FcHcHTxlsf3sH6ngD8cXZxBVmRuUKFwpJFPH0WXF19ZMwtiCosYHP6aZz3V66Nu4PiHxrVXNAcPvx2mTxrg7hPpe2cAq26hb5dVu/D0SJnBsujqmmSPKJ2OraGDheh+VYHcLE4HVtsTbEPJfPq5if/T//+c84nbLy++///m+0Wi07duzgpptu4kc/+lGsp+Oaa67hmmuuiXp8fX19zNf4NOMv/p+iFP8rKCgojBoej4e1a9fyzDPPsH79eqZOncp3v/tdvvCFLwRqKVevXs1dd931HytmYHQFjcfjGeFgaq1spulfG3B39QNgyEkj/7YrAlbC4/77dlpe2UTfnpNYTzZw6lfPk/+FpSQHaRJ5Jqd7d4QXM6LXh/VUoyxgjtTgszkD91mO1ZFU0Yjk8+GzOujZcoieLYfQZ6WQMmcCKXPGh7Ra1mckk3HFLDrf303Xxv2kzp+IPjN0TxOVVkPixCLMB6uxHKmJUszIDlRxUdRaeMxWGp9bh7VCrivWZ6dSdNdVQQviJZ+P7i2H6Xh3VyDtSp+VSu7nLg0qZKzVzXR+sJeBE/WB23TpSUEL2t19A/R8fISe7UfxDUa+ALQpiXjMNvTpp59PSZKwHKml7a1tuNp7AdkdLu2SaUEbXbp7B2h/Zwd9u08EXMSMY/KCLrglSaJ3+1FaXtuC5PGCIJB11VyyVswN2u/FVtOCo0m2L85YMnPE/UMZGpk506BB9Pro3LAv8P5EpSIuP5344hzii7OJL8lGn5FyRjNREXevBVdXP+6ufvl7Zz+uLrN8jcFzTfjVV9Clnv4dlUSJvj0naHtrO97BKJkmyUjOykUYy/JGzNv/emiMwcWMoFZReOcKEAT691bQ9eF+kCRybrwkrKDxDNgZOF7PwPG6Eal8Po0EycPHxypk/Jz5eaWOssdOzGImNTU18H+VSsUPfvCDWE+hMIgkSRxWiv8VFBQURp2cnBxEUeTWW29lz549TJ8+fcSYJUuWkJyc/InP7ZNmNASN2+2mr68PvV4uhvY5XLSt2UbP1iPyAJWKrBVzyFw+e9gutTpOT+GXVmCaWkrzSxvx2Zw0PP0uljm15N2yJGxxteiTo0DBIjOix8vAyQbMB6swH6lFPKNOIr44e7AXTTn69CTii3Po23uSvj0ncbX14uroo/3tHbS/vQPjmDxS5k4geUb5iAadWctn07f7BJ7eAVpe20zJN68Pu+gzTS3DfLCagYqGoNGBoUiShN1vQR2hyaHlWB2Nz68LLFZTF00h73OXBk0lGjjRQMvrmwPiQRWnJ/vqeaRfOm2YMJQkiYET9XR+sAdbTWvgdkNOGpkr5pA8c2xAFEiShL22le7Nh+g/WAX+1CKViuSZ5aQvmTGiQ721uoW2NVux18qPEQGSZ40n+9oFwwQPyLVDHev30v3RwcDCXp+dSs71izBNKR3xnHttTpr/tQHzoWoAtKmJFH7pShLGjFzg+/FHZeKLs4kvDd+3xx+ZEV0efDbnsD47osNF0rQy7PXtstmDKOJo7MTR2EnPx4cB+X0fV5RF4oQinG099O2pkHsQhUMAd68lIGZsNa20vL4ZR4McvRO0ajKWziLzilkho3j+tMpQkRnwC5rlCAL07amga+MBJEki96ZLA8+zJEo4GjuwHKvDcrwuMIehGHLTSJxUgliUBnu3Bm4/WyHjZ+jnlf/zJhJnFRcTRZHq6mo6OztHhJw/izaYZ0uHxUXXgAuVAJNyFTGjoKCgMFr88Y9/ZNWqVRgMI7vH+0lOTqauLvoC6n9nzkXQuN1uuru70Wg06HQ6rJXNtL+9B0+fnNseV5hFwe3LiMtLD3mO5JljMZbm0vjP9VhPNsiRmupmCu9cMSJVxo/klYvVVUHETM2f3sA+ZAGOAPGluSTPKA+aQqRLTSRr+Rwyl83G0dRJ356T9O89hXfAjq26BVt1Cy2vbKLo7qtJmlYWOE6l05J706U0PPUOA8frsRytDdTGBMM0uRRUApLHh/VkA0nTx4Qc6+m3yvUbENIFS/R4aVuzje5N8kJcHacn/4vBI1uuzn5a39iC5Wht4DlJXTiFnGsXjHCq6j9YRcf7u3E2dwVuiy/Olpt0Ti4dFlWw1bTQ8tpmHP6mjMiNNFMvnkr6xVNHpA06W7tpe2v76XkAiROLyVm5kLhBB7ehj69n6xE63t8diKhpTPFkXzOf1PmTg0ZYrJXNND77fiBdLWlmOflfWIomPvTvuqvbjPlwDQDpS2ZETKsaGq1zd5uHiRlNYjxFd8tGWB6LDXt9++mvhg5Ehwufw4W1ohFBJcjvRf9aWSWgSzOhz0hGl5GMfvBLl5GMLs2ESqvB3TtA25qt9O87bZCVNHMsuTdcHLERqdf/HEZociqoVBTcsRwEgb7dJ2WhJ0rkrlqMIAhIPh81j72OOKRWTKXTkDC+ENOkEhInFQd+x3p7e2GvPOZchYwf/7G9vb1RjY9ZzOzatYsvfOELNDQ0jLR2EwR8MRTYfdY5PJhiNjYrkTjd2RU4KigoKCiM5Pbbb7/QU/jUcTaCxi9ktFotJpMJa2cvzf/agNGnQtCqyb5mARmXzQy66DwTbXICpd+6ge4th2hbsxVP7wA1j75G9tXzybpq3rCxkiSdTjMLYgBgmliMvbYN45g8kmeWkzRtTFS1OIIgEF+YRXxhFrk3XMJARQN9u09iPlyN5PUFjZAkTR9DwvhCrBWNtL62mcQJRSFrJDRGA8ayPGxVzZiP1IQVM4Edd40aQ+5IIejusVD3t7UBwWEsy6Xwy1cGrfXwOd1UPvJiIEJlHJNH7qrFAfvnMxk4Vhc4b8K4AjJXzJHrNYIs8gWtJiBk4goySV8yneSLxgWvjZEkGp9bF0jniivMIueGRSSOC966o29PRcCUQKXXknHFLDIumxky8tDx3i7a390FkoRKpyF31RJSF0yKKE66Nx8CSUKTZCR5ZnnYsQDqeD0qgw7R6cbdYw4pNrUmI0lTywICVxIlXJ192OvbsNd3EJefQVxhJqZpZegzktGmmoKKcz+ST6T6D6/i6ZV/R+MKMslddSkJY0L3WxrK6TSz0MLOj6BSUXD7MlnQ7DpB9+ZDSJJE3s1LUGk1JIwrxNXeS+LkYkyTSjCOyQtbG2Sz2bDb7ecsZPwkJibicoV2phtKzGLmG9/4BrNmzeLdd98lJydHafR0DpxulqlEZRQUFBQUzj+xCJqhQiYtLQ2v14s6TgeCC+OYPApuuyJsDUkwBJVAxpIZJI4vpPHZD3A0daLLSB45UJQCNRPBambSLp5K6sLJERtUhp2LWoVpUgmmSSX4HC5sta1BBZEgCOTdvIRTv/on7h4LXRv2jRBfQ0maVoatqhnLsTokUURQBRd6gXqZgsygC1x1vF4WJ4JA1pVzyboyeC0IgNqgI2PxdHp3nSD3xotJmjk27Posc9lsvDYnmctnB+qbQhFfmEXWVXNJnFBEfGlu2PMKgkD2tQtoeW0zOSsXkjSjPOz41HkT6Nq4n4TyfLKunhfx9RS0GpAkDPkZFN19FYas1LDjQU6J7N0hO++mXzo9Yg2W/3Ho0pNwNndF1TcocJxKwJCdiiE7ldR5wc0Nwh6vVpG1Yjbt7+wk+7qFpM6bGPL9Ewy/AUCkyMzp+aoouG0ZgiDQu/M4PVsOY8hJI/2SaRTddWXQNMag1x3sbZWcnDwqQsZPtI1/YxYzVVVVvP7664wZE3q3QSE6jgSczJIv7EQUFBQUFD4zRCNozhQyqsEFlUqnpejupeROGRfUdSlaDDlpjHnw85gPVZMya2SrhaF9NILVzES7WIsWdZwe06SRBel+DNmpZFw2g64P99O95TAZS2eF7Axvmlom2zlbHdhqW0PuqtsbZDETql5GHaen6O6rET3ekKl4Q8lcPlizFMUCVJ+VQsk3ros4zk/2NQuiHps4qZjxE+6ITjSo1Yx96ItRu4FlXH4RKr2W1PmToj6md9cJRKcbQasmbdGUqI4B2QQgVjEzGqQumEzyReOiatZ5Jr5Ba2Z1CAOAYAgqgfwvXgEqAU+fNeAwF62QAdkcJCEhYVSFTCzELGbmzp1LdXW1ImbOEUmSAmJmmiJmFBQUFBQ+QcIJmlBCxk9cQeY5CRk/Ko06qJAB2Y1L0KiRvL6waTmfJFlXzUP0eMlaMSekkAHQpycRV5iF2mgIG5VQG+RUpnBd42PpKB9uTp8kgiBAlC5UQEy2xoJKIP2SaTHNJ3FiEWkXT0XQqmMSwbq0JFQ6zSfWXNKPoFKdlZA5fQIBTULkNLPh1xTIv3Upks93VjbTWq0Wo/Hso6TnSlQzPnLkSOD/9913H//1X/9Fe3s7U6ZMQasdrtymTp06ujP8D6Wx147Z4UGnVjEu+8IoWQUFBQWFzy7BBE0kIfNJ4ekdkPu6qNUYglgPXwjUBh35t1wW8n7R7cF8uIbECUWUf+/zEdODir9+rVxj0dVP3+6TmKaWRr2IlXwiqAQl1T8KDFmp5N96uWx68N4u4gqzgtpC+/E53diqmtGa4pn8x3v/bZ5jV7eZjGWz0KYkkDg2eI1SOASVgKA6O0Gs0VxYIR3V1adPny67GwxRp3fddVfg//77FAOA6PFbMk/ISUSnuTB/LBQUFBQUPtsMFTRutxuXy3VOQsZW00J8SU5Mef5Bz1PdQusbH6PLTCYjTKf2UEiihM/pCutwFQ6f00335kNkLpsV1WORRJGKnz2Lp99K3s1LwnaXH4qgEjDvP0X7OzvRZSQx/mdfjmrx3LZ2O662HgpuXzbCqSzU/Ox17RjLcqOa16cF0ePFO2AP2+DST+eH+9GlJobsYdS/rwLzweqQPW782OvbqHv8LdkNbtGUkO8hj9mG2mj4RCOHrW9+jCEvndS5E0fc17ZmG+YDlSTNLMc0ofgTm9OngajEzGfFuvKT5Gig+D/5gs5DQUFBQeGzjT8i42+IfbZCpmvTQVpf30zaJdPJu1m2eO3adFCucZg3KabUNH8hvrffOqJpYSS8dieNz36Az+qg7P5VMafNiG4vtX9+E3ttG67OPrlAOsLcBZWKhAlF9O08Tt+ek1GLGYD+wV4ppskj+6kEY6Cika4P94EEPVuPhDUj8D+exmf/P3vnHR5Xeebt+0zXjKQZadS7bLlX3I0NBtt0Y3pLIxCSkA2QhGyWJLvJ7ubb3ZAektBDSEIg9GJjDAZXcO/dsnrvmqLp7Xx/HM1YZaoLppz7unSpzHvOec+Zovd3nuf5PWuxHaqj8t7r4i7kw4jBINb9tVKvmSSeNzEYJDDgTspRDsDba43avHMofpuDxidXE3B5GPdvd8QVppbdJ+h4fQsIUtpa5rQxo8aERamY4Ka7vqIQFAKERFz1HVGvV8jnp/7RN1Bo1VTcswK18dynWPVuOSg1uUSqGRtZ45U+rgTbvpM4a9pSfs+kiiiKWHYdx1Xfgf6KC87ZcZIlqXd4eXn5uZ7H545wZGaa7GQmIyMjI3MeCUdkwjidzpQKecWQSMcbH9KzXlpouZs6Ef0BfHYnHW9+iOgP0r/9KCW3L4vbi2Yo4UVxyBcg6E4+wuJq7qLp6bcjRdu2A7VkzZ2Y9LmAZAVtqCzCVd+BZccxBKWCkjuWJ1zUZ8+bhGX7UVyNnXi7LGjzEzu9ebutEYtk4wWJLYMDDjfNf3sXREgrzyfvirkJxzc8/hauBqlxpaO2Na6YEUMhrLur6XxnO74eG4IAptnR65pAcgrr++gwvZsOoMkxUvW9W2LvWxQZON5Ezwd7cZxoZsJ/fDmqJTVIz2PjE6ukXjICOI43xZyH42QLLX9/DwDD2GLSJ0ZPsYo0AA3Gb16p1GlIK8nD3dyFs64t6vWyH22MPG8nH36eym+uTKm+KVUGqptpe3kjAJnTx5AxafS63DBOahgaGHDh7bYk5fR2Onh7bbS+8AGOE80ABMvN5+Q4qXBaSW41NTVs3LgxatPMn/70p2dlYp9lgiGRI21y8b+MjIyMzPllZI2M0+lMqQ9NyB+g+W/vYdt3EpAWWuV3X41Co0ahVmOcUYV1TzWuunZO/vwf5C6dRf7VC2L2EQkz9A6/3+pIKGZEUaR/6xHaXt6IGAgiqJWU3L6MrLkTcTV3Ydtfgyo9DaVBh8qQhjI9bfC7DqVOO0yoCIJA4Y0XIQaD9G46QP/WIwgqJcW3Xhr3brdhXAlqUzp+qwPLruMUXJvYAcx2oAYAldGAYUz8FDBRFGn5x/sEbE4UWjXld10d1zHM22Ol/tE38HVbASi6aQm5y2ZF33dIxHaghs63t+PtHGxUKAh42vtg9ujxvj4bPRv307/1SKSxot86gLfHinaE1XbIH8C6p5qe9Xul/Q1i2XWCwusXj9q3ZU81Lc+tQ/QHUGjVlN11VcxGpZ72XhqeXI0YDKHNz6bimytjR+LC0cZQfDEDYKgqGhQz7VEfN10wDuEb19L8t3cJ2JzU/vZlSu5YFnECG0rfR4dxNnSgNhpQm9JRG9MjP6sy9Al7NHm7LDQ9/TaERHTFOZR99aqoqY+6AjNKg46g04OzpnWUmBk43kT7a1sGm3Qa0eadatypNmUkFOtiKETvxv10rt5GyCc1tDVeUCXdoDgcd9NzTspi5umnn+Zb3/oWOTk5FBQUDHtjC4Igi5kkqO9x4PIFSVMrqcpLLiQrIyMjIyNzNolW7J9KH5qA00Pjk6tw1rYBYL54hpReNrjQUhsNlN99NdkLp9D60gZ83VZ6PtiLde9Jim+5hMwZY2OKA1WmPpLq47c6SItxBx+klJ/WFzdg2XEMAE2ukYqvX0vaoHGAq7GT7vd2x74QgoDKoENpSCN3+WzMi6YiCAJFt1yCGAjS99Fh+jYfRFAqKLppScw5CwoB07yJ9Kzbg2XXcfJXLEyY6mPdJ4kZ44yqhIvJvg8PYT8kdbEvvu1StHmmmGOdDR00Pv4WAYcbQaWk7KtXRq0lEUWRgSMNdL69PdLoEqSO8wXXLEBXOPyuu7Ohg571e7Htr4XBOmqFRkXWwqnkLr1gmJAJuDz0fXiI3k0HCNickb8bxpWQt3w2GSPSpMSQSNea7XSt3QlI1sgV37ou5nPvtzqof/RNQm4vqkw9Y+67Pm6zyGQjMyBFeHo37MfV2EnIH4gqkIwzqxiXfwcNT67C122l5bl1uJq7Kb754mEi01HdjHXvyRiTAlWGXhI4pnQKr1s0LFoVcHloePwtgi4vqgw9lfdeF/NGgKAQMFQVYz9Yh6OmDfPi4YZcns5+PO29eNp7R2+rUqLJkQSONteEcWYVhrHFkcfdrT20PP9+pNGrymig5LalGGdW0d/fPyqw8XGTspj5n//5H/73f/+Xhx566FzM53NBOMVsanEmyrNgbykjIyMjI5MK8VzLkupD02en/tE3InfxC69fTO5lc6Iu3jMmlTPh379M97rddL+3G79lgManVpM5tZLi2y5FYx6dbi0oFKgzDfitDinVKAbebiuNT6/G0yYt0DJnjKXsy5ejHBLJUWXoSR9fSsDhJuB0E3R6EIf0sUEUpcccbkI+/6k5CALFty8jFAxh2X6U3g37EVRKCq9bHFOkZM+bRM+6Pfj67Ljq24ctCKNdQ3eztDg0JUgx83T00f7aFmnsnAlkRSkAD2M7WEfTX95B9AdQGnRUfHMl6VXD5yGKIo7qFjpXb4ukoAFkThtDwYqFpJXmnRobCmE7WEfPhn24hkQqVEYDOZfMxHzR9GGRM1+fjZ4N++nfdipqg0LANGs8uctmoS8fnY4V9Pho+dt72A5K9UOGcSVUfH1FTCvloMdH/WNv4rcMoNCqqfyX66O+joYSqZlJJjIzaJQgBoK4m7tiPo+6QjPj/+0Omp59l4GjDfRtPoCnrYfyr69APWjMYKgqBkGQXss2J36rA9EvRTYQIWB3EbC7cLd0D4vmicEgTU+/jbfbgqBSUvHNa9GY4xshpI8rwX6wDmdN66i6mfRxJRTecBHeHiu+biveHit+y0DkPL2d/ZH3sybHiGFsMSF/gK53dtL9/p5IRMu8eBqF1y8e9h7z+Xyo1Wo0mvgR13NFymLGYrFwyy2xcyJlEnNILv6XkZGRkTlPJGO/HE/QuDv66HhuAwG7C0GpoPQrVySsS1GoVRRcs5CsuRNpfWkjjuNN2I80MFDdQsE1C6IKoXDKViwxYztQS/Pf3yPk8YFCoPC6xeQunz1qP6YLxg0TC6IoEvL6CTo9krhxSN8DDveo5pSCQqD0i8shGMSy6wQ96/agUCljNpHUFeWgK8nF09qDZefxuGImnGKmTE+TFrwxCPkDND27FtEfQJ2dScntS2OKqd5NB2h7ZSOIUmSj8r4botZOtL7wAf1bj0R+T59YRsG1F2KoLBw11rr3JM3Prj11jiW55C6bhWn2hFFOXmIwSM0v/knAIXWiV2jVZC+aRu6lF8RciPv67DQ88VZEkJoXT6Po1ktjuoSJwSCNT78t1awoBMrvuQZ9WfTGo0NJJTKjzjSgyTPh67birIsvSpV6HZXfWknn29vpfncXzto2ah5+gYpvXou+LJ+cJTPJWTLz1PxFkZDbKwkbmwO/VfoesDnRZJ96n7W9shlHdQsApV+8LGEaIhB5HfmtDnx9drQ5pwReWkluJFoZJuQL4OuzSQKnx4p3UOToinNw1LTS+vwHeLstAGjzsij54vKoDVwFQcBisZw3QZOymLnllltYt24d995777mYz+eCcLPM6XLxv4yMjIzMx0gqfWRGChqtVis5Y/3lHfTuEIo0LZXfuJb0CaVJH1+bl8WY+27Auvck7a9tJmBz4u2xRl2cq7PSoZGoYsbT0Ufj06tBlFLSyu++hvTxoxdZ0RAEAaVOg1KnSXinG6Q7+qVfvoJQIIRt30m63tmJoFSSf9X8qOOz50+ivbUH676TFN1yScwajlMpZmPj1k10vPWRtHAXBMrvunLYHfGhdL+/h443PgQkc4DKb12HOjO6y1bGpHL6tx7BMLaIgmsXxb12xplVqDL1pJXmk7t8FunjS2On2imVZC+aRv+Oo+ReegHmxdNizhcg6PVT8+sXpTQ0hUDxLZeSsyR2U0xRFGl5YT2O400AlNy+bJSrVyxSETMgpZr5uq1SGuXl8Y0WBIWCwpWLSCvJpeW5dfgtA9T99mUm/vddqI3DywkEQUCp16HU60al8YXp3XSAvi0HAci7Yh5Z8yclNee0klwUOg0hjw9nbeswMRMNhUaFrtAcdR69mw5IQkahIO/yOeRfNT/ma1mj0RAMBunt7SUnJ+esCZpAIJDUuJTFTFVVFT/5yU/YsWNH1KaZDzzwQKq7/FzhC4Q41iH9Y5AjMzIyMjIyHxen0xBzqKDR6/Uo1ErSirNQ97mo/Pb1cWtZYiEIAllzJpA5pYKu93aRd1n0hWJ4ERhNzOgKzeQun4OroYPyr109asF4thGUCsrvupKmYAjbwVr8dmdM+1vTnAm0v/4hQZeXgaONGGdWjRrjtzoi6V3xXMxczV30btgPQP5V8+NGCIwzxtL9/h4MlYWU3X01Sq069tiZ4xj73VswjCtOWNejUKuY+J9fTbqhZ94Vc8m/ZkFS/VeUWjX5V8yj8+1tlN+zgowYTmRhAnYnA8capeNcOQ/z4mlJzUk6WKpipgjL9qM469sRQ2JSFtWmWePR5mfT+OQqshdOOa3XZcgXiDgDGmdUJWUkEUZQKDCMLWbgaAOOmjayF4w2JEgW88XT8XT0Yb5o+qiIzqjjCgJZWVnY7fazJmh8Ph82my2psSmLmaeeeor09HQ2b97M5s2bhz0mCIIsZhJwsmsAXyBEpk5FhTlxoysZGRkZGZkz5XSETJiwoLFarRgMBopvX4pJn550T5FYKNO0FF1/UczHw/uPlWZWuHIRIMZ19DqbCEolZV+7Gsuu42QvnBJTBKiN6aRPLMNxvAlXY2dUMeMYNE1Q6rVkxIlspZXmUfLFy7DuOxkzEhRGm5fFuH+9DY3ZmNAhS1AISUeygKSFDJDQqW4k5iUzMM4eH6kxiYfamM64H9xO/9Yj5K9YmNJxTvWZSU7MhOuMgi4vno6+pG3F04pzGP+jL6LQnt5iXqFRUfWvt9P59jaKbr4kpf5MAOnjJDHjrG09reOHERQKSu5Ylvx4QcBsNtPX13fGgib8eaVM8r2dspiRG2ieGadSzEzntKGRjIyMjIwMnJmQCZORkUEgEMDn86HUac5YyCSDoaqYolsuQVcUPRUn0YL9XKBQKTFfODXhuKIbLkJx29KYjmNZcyZgGFOEq7mToNuHUq+LumgVBAHzoqlkXyiJp0Rd57V5p3rb+AdcKJQKFFrNeblWySIIQlJCJowmO3NYtCLg8qBM0yZcU2VOrUSZpk2q/w+AJtdEyReWo68sjJkOFotUxF801EYDpV+8LPJ7YMCFMj0t4TmGAkHSJ1dQPljA/3GjUCjOWNAM/bxKS4tuADHquKcz2fDBqqurk85nk5EIF//LzTJlZGRkZM41Z0PIhDEYDKNSy88VdX98ndrfvAQhkYwJ8VOPRmLdX8NAdfM5mll0/AMuxJAY+T2tJDeudTKAJjsDX6+do//2BDW/eCHu2PAitvHp1Rz+zh8ld6kE1PziBY786+NYdh1PfAJniCiKiQcNEvT4kttnMIT9cH3CcY1PrubYj5+mf/vRuOMUOg0db3woNeO0O6OOCbq9kYargiBgXjyNtOKclKMjZ5uaX73IsR8+he1AbcwxLf94n6M/eFxqMDprPGpj9Hqps4H9WCOejr6oj4UFjVqtpre3F58vuecbTv/zKuVPNZfLxde+9jX0ej1TpkyhuVn6wLj//vt5+OGHU93d546wLfMMWczIyMjIyJxDzqaQCaNSxU/ocJxsZeBY0xkfR6lTgwjutp6UtvP12Wh5bh31j7xG/474i9uzha/PRu0v/0nrPz8YJmiSITC4qFbG6Y8yFG+3FURR6sOTAHGwsaEQq4lkDEL+AC3PrcOypzqp8ZbdJ2h8YhViMJhwrHV/DSd++hdcg5bU8Wh/bTMNj78lNUKNIZaCXj+uhg6pkWiC9LaA3SX9IIDKMPqOv9/upO73r1L3h1djip3zgd/mxNdrIzDgQhUngiWGQoS8fhznWMh7e6w0/XkNNb94Aftg/dJITkfQnMnnVcqfbD/60Y84ePAgmzZtQqc79eZbvnw5L730Uqq7+1zh9gU52SV5esvF/zIyMjIy54pAIHDWhUw8QoEg7W9+SN0jr9D817X4bWe2GEwrkfqcuFuTFzNiKETz3ySrZlWGflRTxpjbiSKupk561u+LHNPd1pt0tKF/xzF8fXb6tx6h7cX1KUUpAgPSAludhDgJuDwEBy2Ph6aTxSI02MtEoUlezAQGXNT/4TX6tx+l5bn38HZZYo4VRZGud3bQ/Oxa7IfrI80uY2HZdZymZ9YQcLhpf3Vz3OvU99FhejcdACQxFiu9ylnbJvUMEkjoqhe+1kpDWtS0O1+fHU9nH74eGw2PvknQ7Y27v48LZ73U20dQKUkry4s5LmNSOQCOmrbIc3+2CfkDNP15DSGPD4VOE7eOKBVBc6Y3XlKumXnzzTd56aWXWLBgwbAX15QpU6irq0t1d58rjnXYCYZEctK1FBqTuwsjIyMjIyOTCoIgYLPZ0Ol0H4uQ8XT20/zs2kgHeXVWBiG/P8FW8dENLpK8HX2EAsGknLG6398j2egCpV+6LGEdRsDlwbrrBH3bjkjWx0DmjDF0vr0d+6E6tIXZZM2egGn2hLh1FvlXLyBgd9H34SH6PjoMSgXFt16aVF2sfzBaoMpInBLk67ZGfk4kZkRRjDQATVbMuNt6aXj8Lfz9UppV/hXz0MRIlQv5A7Q+/z6WXScAqb4p55ILYu6776PDtP7zAxAlU4OKr6+IeX0cta20vbQBgIyplRRetyjmfh0npChEWln+sMad0YgIxxivC0NlIRX3rKDhyVW4W7ppfHI1ld++PqYdcSyCHh++Xhu+fjsKjTqmQ5soivgtDtyt3bhbuvF09FN+99WjUtpcg2ImrSwv7lzSB48j+gM469tTTs9MhvZXN0vvc0Gg/K5BF8H+/pjjk6mhORsR5JTFTE9PD3l5o5Wh0+mUC9oTcKpZplG+VjIyMjIy5wStVotSqTznQkYURfo+PET7a1ukjuYC5F02l/wVC1GolLT8431s+2sQNCoUGjWKKN8FjRqFRk3upRcMqzEJW8GKwRDezv6E1rCu5i46V28HwHzRdDKnjYk+55CIo6aF/m1Hse2vke7qD6ItzMZvGYg0CfR29NP59nY6395OWmkepjkTMM0aP6o3jSAIFN+2FDEUon/rEfo2H0RQKCi6eUnC//XhBXYyaWPheSkNOlQJ0tLEQBAGAx+KJOqcbIfqaH52LSGvH4VGRemdVw5rNDpszg43jU+uwlknLbKzFkym5AvLYwrOng37aH9Vcr/VVxYy5tvXx+w94+uz0fjU24jBENrCbMrvuiriQhaNcG1UIktnGHKt44jczGljKP3iZbQ8tw7HyRaa/7qW8q9dM2wOYjCEr9eGt88miZY+O74+G75e6XvQ6YmMTZ9YRsbEMsRQCG+XRYr6tUjixd3aM2wsgG/lolG1VuHrnKhppjpDH2nY6jjePErM9O84Rte7OxGUCgSlEkGhGPx5yJdCeixr4WSM08cO296y+wR9Hx4CoGDFwqT7S8UTNGcrFTZlMTNnzhzWrFnD/fffD5wqSvvzn//MwoWp2eR93pCbZcrIyMjInGtCoRCZmZnnVMgEBly0/OP9SIG2OiuDsjuvHGb3G3R7pFSdJNJ1suZNRIsp8rs6KwNlmpag24u7rSeumAn5/DQ/+y6EQmjzsyi66eJRY/xWB/07jtG/7Qi+3lO9KxRaNabZE8heNBV9RQGCIDDhJ1/B3dSFdW811r0n8VsdkQVoxxsfoh9TiGn2hGFF1oJCoOSO5RAS6d9+lN6N+xEUAoU3XhxX0IRrZuItsMMM7cSeiKFpRkKcyIwoivS8v4eOtz4CUbLDrrh3Jfqy/KjjPV39NDz2Jr4e6RoWrFxE3hVzY55j17u76Fy1FQDDuBIqv3VdTOvmoMdHwxOrCDrcKA06Ku+9Lq4rmN/ujETUMiaWxxwXJjAgpeglEo7ZC6cQGHDR8eZH2PbX0vbiBorvWBY5R7/NwYn//mvC4wlqJYJCoPWlDfRvOyoJ/mjjlAp0RTlRX+MhXyAS8UzGnSxjYhme1h4GTjRRyOJhjwWd7mHRvXgYqoYfy9PZT+sLH0jHmFxO3hXzktpPmGiCBjhrqbApi5n/+7//46qrruLYsWMEAgEeeeQRjh07xrZt20b1nZEZTjgyM0Oul5GRkZGROUf4fL5zKmQcNa10vLE9UlBtmj2e4juWjUrzybt8LqY5Ewn5/Ii+ACFfgJDPP/gVGPZdlTG8IFsQBHQluThrWvG09kKcFivtb3yEt6sfFArKvnolCs3wSIT9WCMNj74JQ2o09JWFZF84FdPs8aMW14IgoK8oQF9RQOENF+Osb8O6uxrr/hqCDjeu+g5c9R1Yd59g3L/dcWo7hUDJFy9DFEUsO45JNTiCQOENF0Vd7IshkYAjuQU2DBb/Q0KXNDhV/A+x08xC/gCtL3yAZafkdqavKKDim9fGbPToqG6h8anVBN1eBLWSsq9cgWn2hOjHF0U6V2+j+91dAGRMrqDiG9fGnIsYEmn+27t42npBIVB+zzVoc+Ofp6O6BZBqavRjCuOOhSHCMT2x3W/uZXMIDLjoWb+Pvo8Oo8rUU7BCsoNWm9IRlApEUUSTlYHGbERjzkSTM/jdbESTk4kqw4CgEGh7dXNEyCh0GtJKcqWv0jzSSvPQFmTHjGq5mjojfXEMSZxj+sQyej7Yi7ulm4DDPexc0yeUUXz7Uml/oRBiMPwVHPJzCDEUGiasQj4/TU+/TcjrR21Kp+yrV52Wu9tQQdPTI4lQjUZzViLIKYuZxYsXc+DAAR5++GGmTZvGunXrmDVrFtu3b2fatBQ6sX7OGPD4qe+V3kiyLbOMjIyMzKeRwICL1n+8jyGoQKHTUHzbpWTNmxR1sa4vL0BfXnDax0obFDPxHM3sRxvo23wAgIJrFkQ9nmFMkZTSplKSNX8y5gunoCtKrgGioBBIryohvaqE4lsvxVHdgmVvNbYDtZhmj486vvRLl0EohGXXCXo+2IugVFCwctGoaxR0umHQ/UydmbhmJqXIjO9UzVK0NDP/gIvGJ1fhqu8AwDR3IqVfvCym2OjffpSW5z+AUAhVhp6Ke1diqIy+uBZFkfbXNtO7YT8gdbEvu/uquPUenWu2Yz8o1V0X33JpUvUe4XoZQ1VxUnUtEeGYRBRMEAQKb7iYwIALy64TdL2zE1WGgZwlMxAUCib+992ojYak+vdkzZ+EYUwhaaV5UkPTFIRAOMVMm5eV1LzTq4oRVErEQBDHyRZMs069RsMiKhVEUaT1xQ2SDbNCQfnXrklKDMZCoVCQmZlJb28vwFmLIKcsZgDGjh3L008/fcYH/zxxuM2GKEKxKY2c9DNrpiQjIyMjIxOLc1mTqUzTImj86IsKKLvzSrQ55+7mXHjh5WntQRTFUecVGHDR8tw6APRji8i7Ym70Oes0jP3uzeiKclIu5h6KoFSQMbmcjMnlhG5fGtOGWVAoKP3KFYghEeuearrf241xRhX6iuFCyz9YwwGJF9iiKKYUmQkliswEQ/j7JXfVRKliAK7GTgiF0BWaqfyX69CYYz/v3s5++rZItRWmuRMp+8oVcRf9tgO1dA86oZkXT8N88fS45wbS9Rg4kXy9DAwxW0giCgaDwvTLlxNwehg42kjbyxvQVxagL8tHk52R1D4A9KV56Etju5DFI+xkph8bv14mjEKjxjC2CEd1CwOD/WbOhP7tR7HsOAZA4fWLMSQ5j1j4fD76+voi/ar6+vpOq7HmSD65LWE/YxyW62VkZGRkPvX4/X4eeughpk2bhsFgoKioiK985Su0t7cn3PbRRx+loqICnU7H/Pnz2bVr17DHPR4P3/72tzGbzaSnp3PTTTfR1ZW4H8dItFrtOWtoLaiUlN99NVXfveWcChk45WgWcLgjKUJDCXp8qDINKHQayu68Mm6huL684IyEzEgUahVKbezCekGhoOzOKzHNmUDJF5aNEjJwKu0JIXHqU2DARWiw2aQmxZqZaGImXBtT8Y1ryb9yXkIBXHzrJeRfPZ+qf70trpAB0BWaqfj6CswXTafszvhCBqTIimFcCYZxJRTflpwLnK/bit8iibFkxIwoikkZAIxEUCopv2cF+spCClZcSNppipLTQQyJESezRMX/Qwm7mjlONKdkEx4Nba4JldFA5vSx5C6bdUb7Glrsn5OTQ05Ozmk11ozG2Xtny8QlXPwvp5jJyMjIfHpxuVzs27ePn/zkJ8yYMQOLxcJ3vvMdVq5cyZ49sbuyv/TSSzz44IM88cQTzJ8/n9///vdcccUVVFdXRxxCv/e977FmzRpeeeUVjEYj9913HzfeeCNbt25NaY6hUChizXymdzyjoSs0J5VeczaOoys0oysyE/KPbsiozTUx7ge342nrPefC6nQQlArK7roq5uJcUCkxjC1CDIYSXk/RHyBz2hi83ZaEtSThY+srCgh5/QgxGp3qy/IhRqH/6P0pIzUjyZA5bUxMR7mRqNLTGPvAjdJclYktuAFQKsi59ALczV3oihOnTonBEIYxhQQG3KhN0WuCYh5Kq2bs925Jyh78bBLyB8iaPxlnXTuGquTFTMbkCgaONkoiLxSCZK9pFNLHlTD+R19EUCnPKOIby7UskW1zsgjimcq2Tzh2ux2j0YjNZiMzMzPxBueIxb/YQKvFzfP3zGdRVXK5ujIyMjKfZj4pn7/nmt27dzNv3jyampooK4t+l3j+/PnMnTuXP/3pT4AkOEpLS7n//vv54Q9/iM1mIzc3lxdeeIGbb74ZgBMnTjBp0iS2b9/OggULkpqL3W7n3/7t3xg3TrLVPRspHGF8Ph8ej4dbbrmF7OzsYY+5mjoJ+QKkjyuJsfW5p/v9Pfh6bWROH0vmlIqktwu6vXFds84FQY8PX589btPBMKIo4qrvwHagRjITSKLGwFHdQt+2IyjTtJTcvjTh/luf/4Cg00Pe1fOTSolq+cf7iIEA5oumJ+Wy1bV2J0GPD9MF46JGqUB6Hrre2YG3x0bxbZeiyYqdyuW3ObAdqEMMBMhdNjvuscVgEAQhqet2PoiWQjmSvg8P4bc6yJxZddopa2dKwOGm5bl1qLMzKbhmQSSa2N/fzyuvvBLz5kki++VQKERfXx9+v3/U55XL5eKee+5J+D/kk/nMfsbod/potUiFZ1OLP3l3j2RkZGRkTh+bzYYgCJhMpqiP+3w+9u7dy/LlyyN/UygULF++nO3bpd4oe/fuxe/3DxszceJEysrKImOi4fV6sdvtw75AKqw9WykciZAKvrdQ97tXaH/tzFxNHSdbCXpOb762/TX0fXgoUmeQDO62Xo7/5Bl6txw845ScZHHWtVH9//5Ow2NvJnWuvj47tb95iZ71+3CcaEnqGL5+O9bdJ7AfStzMXBAErPtOYjtYO8y2Oh62AzVYdp3Ab3UkNb5/2xF63t+DY7CpadR5qJT0bNiH/VAd3i5L3P1Z956k7aUNdL27K+L2FY3AgIu6P7xO56ptSc3z4ybo8lD/yGsJX7N9Hx2ma+1OrLtPRN3Hx/H69fXasB+up2/zgaRNDJLpIxN2OTuTz6uUxIzf70elUnHkyJGUD/R5JmzJXJljwJiWuHmVjIyMjMynA4/Hw0MPPcQdd9wR885hb28vwWCQ/PzhKT35+fl0dnYC0NnZiUajGSWIho6Jxs9//nOMRmPkq7RUamR3NhYI0Yi2YHKcbME5uEjNmFJ52vt2NXdR/+jr1P7qRbw91tTmFRLxtEsOSclEO0CKBDQ+vZqgy0v3ut2EvP7EG0U9duzFdDRUGQYCAy78lgG63tmRcLw2xxgpvO7feSypYygHm2oGRjRljDl+0FY76ErcE0gMhaT+QYDSkNjZym914OuTRHa8AnKFWoV6MBrjS/D8G2dWSfN1enDUtsYc17v5IM6aVrrX7caypzrhXD9OQv4ADU+swnGyhfo/vRHzufLbnZFeMxmTK0bv48nVtL24gbYXN6T8WhyKGAzRt/VwxKp7JL5+6TlU6DQokohkptIQ80w/r1ISM2q1mrKyMoLB0bmrMrGRm2XKyMjIfDp5/vnnSU9Pj3x9+OGHkcf8fj+33noroijy+OOPn5f5/ehHP8Jms0W+WlpO3bk/24JGFMVR+xBFka410oLcMLYo6a7g0fB09CEGRTwdfdT88p8Rt6pk8PXaIg5euiRTt1qefx9ftxVBqaDinhUxmzkOJeQPMHCiifbXtmDZfQJvj5WjP3yK1n+ux1HbGtPhbCjaPBP5V0pNB3s27MPdGtt6OkzWgsmA5PwVTKIJqWpQzIj+wDBns1go9dLiNOhKLH6CLi+Iw48Tj3DUQVArExbQa3NMAAnFrCY7k7TBeh/bgdqY4/Kvmkf6eOk12fLcuogoGElgwEXrP9dLvYSSuAaJCLo8DBxrklzgoiCGQjT/ZW3kJkDxrZfGvJaO49L7QKFRRRWD4catfR8eovGp1cNsuZNBFEVsB2qp/p/naH3+A9pf3xI1YhgWpJrsjIRpcakImTBn8nmVsgHAv//7v/PjH/+Y5557blTOrEx0wpGZ6XKzTBkZGZlPFStXrmT+/FMdG4uLpfqAsJBpampiw4YNcfO5c3JyUCqVo5zJurq6KCiQ6gcKCgrw+XxYrdZh0ZmhY6Kh1WrRamPfJY3Weft0amhCoRAWi2XUosR5sjWyIMu/ZsGwRY67tQe/3QlDmvENbczHkL+Z5kwge/5kNFmZNP75bYION/V/ep2im5aQc8nMhIuncFRGUCuTKpDv3XQA274aAIpuviRmHQeAt9fKwNFGBo424jjZEhEHGZPL8fXaCDrc9H14iL4PD6HOysA0ZwJZcyagK8mNOe/cy+Zg2XUCb7eF1n+up+r7t8VN3THNGk/byxsR/QGs+2owL5oa9/yGRkyCLg8KTfyi9/BCOikxMySCoExGzAz2StGXFyQsotfkGuFkS1LpbsaZVbibu7AdqKX4lkujXj/Jjewaan7xAr4+Ow1Prmb8Q3eMcjQbONEceQ4RBPTl+aRPKidjYhn6ysK48xaDQdxtvbgaO3E1dOBq7IykyZnmTKD87quHjx/s3WI7KImwwhsuIntQrEZj4HgjAIZxpaMc+RRqFWVfvQq1KZ2eD/ZiP1RP3SOvUfmt65LqB+OobaXjjY9wNXQMXjDImFQmNfkcIe59g1be6uz49Y+nI2Qi5zPi8yo9PTmzhpTFzJ/+9Cdqa2spKiqivLwcg2F4o6d9+/alusvPPOHIzAw5MiMjIyPzqSIjI4OMjOGFyGEhU1NTw8aNGzGbzXH3odFomD17NuvXr+f6668HJHGwfv167rvvPgBmz56NWq1m/fr13HTTTQBUV1fT3NzMwoULz+gczlTQhAt0A4HAqMVF5xqpnkc/toj0EY0Ou9buxLa/Jqlj6CsLUWcaSB9fwviH7qDhiVV42nppf2UTntYeim9fGtdaOdxYU1doTljo7axvp/21LYDUB2VkX5OQz4/jZCsDxxqxH2vEN9jfZShpZXkYxhaTNX8ygkqJdU817pZu/JYBet7fQ8/7e9DmZ5M1dwKmORNH9YZRqFWU3LGMukdexdXQQf+2w5gXx+6vokzTYpxRhXVPNZadx5IQM6dERsCR2MHrVGQmcdQn4HQPOU7iBXNYzCTToyQsRJNJMzRdMI7OVVsJ2Jy4mjpjNvFUpadR8c2V1PzqRfz9dhr/vIaxD9w4zDlNqdNgGFeCq74dMRiShEljJ91rd6LQqjFUlZAxqYyMiWWozZkMHG3E1dCBs7ETd3MXYhS3PQSiRji61myn/6PDAOQun03eZXNinqMYEhk41gRI4jkagkKg6MaLUZvSaX9tM66GDmp+/SJj7rshEukaibu9l843P8J+pCHyt4wpFRRetzhmY01/fzgyE1vMnImQCTP088pmS66GK2UxE/4glkmOTpuH7gEvCgEmF3123XxkZGRkPg/4/X5uvvlm9u3bx9tvv00wGIzUtGRnZ0dEwrJly7jhhhsiYuXBBx/kzjvvZM6cOcybN4/f//73OJ1O7rrrLgCMRiNf+9rXePDBB8nOziYzM5P777+fhQsXJu1kFo/TFTRDnYaysrKGpZkPrZUpuHrBqCiEoFSAQoGgHPI1+Hvk74Pfh9751piNVP3r7bT8/T1s+2vo334UT2c/Fd+4NpJSMxJPmxSZSWTTGxhw0fTnNRAKoS3IpuSOZcPmHfIHOPrDpyI9XcIoDToyJlcMNs2sQD3kzn7eZXPIu2wOns5+rHtOYNldja/Hirern863t9P59nbSyvMp/+pVaPNP9YhJn1BK1rxJWHYdp+ONj8icUTVsvyPJmj8Z655qnLVteHutMReqACr9KTGTTLQlXDOTTI1NODIjqJTRG3IOHevx4W6VUruS6ZWiGbTY9vXaErp8afOz0BWa8XT0YTtQG1PMgNSAtfTLl9P8l3dw1rTS/toWim+9NPJ42Eo66PHhrG1j4EQTjuPNeDr6CHn9DBxtYOCotPAvvn0pbS9uGHUMVaYefWUh+ooCDBWFpJXnj0pd7N18kK53pAahWfMnUXj9RXGvh7u1m4BDEo+ZI+plRpK7dBZqUzrNf30XX7eV2l+9ROW3r5csuAfx9dvpfHs7lp3HIqmC+ooCCq9fHEnHi4VvsK9PrIahfr8fm812RkImTPjzKl694FBSFjP/+Z//mfKkPs8cHEwxG5+fgT7Bm15GRkZG5pNNW1sbq1atAmDmzJnDHtu4cSOXXHIJAHV1dfT29kYeu+222+jp6eGnP/0pnZ2dzJw5k3fffXeYKcDvfvc7FAoFN910E16vlyuuuILHHnvsrM09VUEz0jIVGCZmOgdrZfRjCiON+oZSfvfVlN99enNVatWU33MN3Wt30vn2dulu8y9eoOKb16IvH50S5h4UM2lFsetlxFCIpr++i9/qQKFVU/H10XUyCrWKtNI8nLVt6CsKyJhSQebkCtLK8hJGfHQF2RSsuJD8axbibu7Csrsa695qAjYn3o4+VFGiI4U3XYz9cD1Bt5eO1zZT9tWrYu4/Y1IZKqOBgM2JZedxCq6JHbETlAoUOg0hjy8pgXLKACDx2PD+lAZdwvQ/V1MnDNYR6ZMRM4ORmZDXT2DAhTozungNY5xZFREzhdcvjjufrDkT8LT20L1uN72bDpBWmkf2winDxih1GjKnVpI5VTKy8NscDJxoxnG8mYETTQTsLjKnVtJfmodCo0JfUYi+sgB9RQHqrPi1JNZ9J2l7WRJBGVMqKf3SZQldwcJRGY05E82I6F40TLPGo8rQ0/jEKsnJ7XevUH7PCjKnVODttVH9s78hBqT3sDYvi4LrFmGcWZVUDxn/YM1MtDSzUCiE3W5Hq9WesZAJo1Aokrb0P63VtdVq5dVXX6Wuro4f/OAHZGdns2/fPvLz8yP5xDISh+XifxkZGZnPDBUVFUlZoDY2No7623333ReJ1ERDp9Px6KOP8uijj57JFOOSrKCJ1vthaEGu42QLzhrJRarg6oVn1FAvFoIgkH/1AnTFuTT/dS1+q4Omv7zDxJ9+dViTyaDXj6/XCsQv/u9auxPHcWlxWPKF5egKo6cHltyxDFV6WlI1B7HmrS8vQF9eQNGNF+GskSIpSu1oN1N1hp7CGxbT+sJ6LLtOkLVwChkTovcqEhQKsuZOpOeDvVh2Hic/SjRsKCqDDp/HN6zGJRappJmF95dM8b9rMMVMW5id1PihzU99PbakxEzX2p34eqx42vsSOtkVrLwQd1sPA0cbaf3nerQF2XEjOmpjOtnzJ5M9fzKiKOLtsqDJzmTcD7+Q0mt+oLqZ5r++C6KUUll+zzVJNQgdGHy9ZkwqT/p46eNKqPr+rdQ/+iZ+ywANj7/JhB9/CV1RDunjS3G3dlNwzUKyL5ySdJPSoNsbMZ6IFpnx+XyoVKqzJmTCJLuvlI946NAhxo8fzy9+8Qt+/etfY7VaAXj99df50Y9+lOruPvOEIzPT5OJ/GRkZGZlPAIlcg+I1sQsTicpUFpI+Kfri+2xhnDGWqh/cjq7QTPldVw8TMgDejr5IykysxWzI549YzpovnkHW3Ikxj6cryD5tITMSQaEgfUIp5kXTYo7JvnAa+sEFddvLG+M6ooULxX29Npx1sXu2wFB7ZnfccXAqLS25yIx7cP9J1MvUh+tlkrvRrUzTRq59MnUzupJcNGbp7r3tQOL6LEGhoPyuq9DmZSEGghGxkAyCIKAryI78nBJBEUGpQFuQTeW3rosqbEdt4vFF6o1GWjInQleUw7gf3I6uOIecJTPRDgr30i9dxsT/vhvzRdOTFjJwqvgfotfMCIJAVlbWWRUyqZDyUR988EG++tWvUlNTg053SmVfffXVbNmy5axO7tOOKIocbpOL/2VkZGRkPlnEEjTJCBkxJGKcWYXKaKDgmnMTlRlJWlEO4//9S1FdxzwdfYBUszDSpSqMQqNm3ENfIHf5bIpuuviczjVVBIVAyR3LMFQVS2ItTuqRriiHtLI81KZ0AgPxRUpYbCQVmTkNN7OhdTnREEURT2c/kFy9TJhwqlk42hYPQRAwzhwHCkXC6xFGqddR8c1rKf3K5RRcfeb1aMmQMbmcsd+5mTH33Zi0UPZ29ks1SQrhtCzP1aZ0qr5/G0U3LYm8R9Wm9KSE1EjCxf+CSokqSrRMo9F8LJ8DsUg5zWz37t08+eSTo/5eXFycdKHO54WWfjdWlx+NUsGEgugFUzIyMjIyMueDkSlnZrMZu90eV8iAtPjOvfQCshdOJpBEWtLZIlbNimn+JDImlSfsRq8y6Ci6URIyjppWEAR0+VkxBdDHSVpJLlUP3prU2Mp7r0OVqY9bwxP0+DAvmkrhdYvQZMVff4jBkHRtblqCoSpxBMV88XQyplQMSwmLhiAITPiPr+Bp7xtmfJCI4tuXolApI2YAici9bDZ5V85LKo0tjK7QHDPN8FwxUoh7uyyoszNiuvTpKwqY+qt78XT0o0yiSWU0kumdlAyGCaWUf2MFqnR9dAvs8yhk4DQiM1qtFrvdPurvJ0+eJDc3vovI541witnEwgy0CbzVZWRkZGRkPm7CgkalUkUiNMk4nVl2n+DEf/2Vlr+++zHNNDr2Iw3U/vJFBJUybq+YkTT95R3qfvtypMA6FaLZ7Z5LBqqbqf3NSwQGoyZqU3pcIWPZeZyjP3icjjc+JK00L6FYC/n81D3yGu2vbYYE9WBtL2/k5P/9A9uBWnRxzBYAut7dxfGfPIOjujmh0HCcbMUx6IynL81DV2iOucgPDLgI+U81AlVnGlISMh8HQ+cXDVEUaXhyFUcfehLL7hOjt/cFaHtlE36bK6ZV8tlEDIl0rNqK3+Yc9Zi328KJn/yFpqfeTiiMzxcpi5mVK1fys5/9DL9f6jAqCALNzc089NBDEW98GYlTzTLlFDMZGRkZmc8OSoOOgN0l2QQPNghMFVdzF41/XpNw4ReLgNND01/ewd3cRfvrqaW5h7zSGkaRYsqNp6OPk//7HD0b96e03ekScHpofGIVzrp2Ol5L7hy1RWbEYAhfnx3vYJpXPBQ6DcLgDdfAgCvuWE2OEURJRIqhUNyxQZeHoNND7+YDhAJR+rAMYt1fQ/0fX6PxyVV4o/T0GbnPuj+8Rv2f3ogUpMcjbCd8thCDsc8jjLfLwsn//Qf9O47FHONp78Pb2U/I4xvV5FUURRoee5Pejftp+suahMfs2bgf697qpOYfi653ttP97i5OPvz8qNeAxmyMPNfhRp+fNFIWM7/5zW9wOBzk5eXhdrtZsmQJVVVVZGRk8L//+7/nYo6fWg5FnMxM53ciMjIyMjIyURjaEDMckYlmCjCSjIllqAddjfq2H0npmGJIpGf9Xmp/9SK2fSfpXL0NAE9Xf8IF8lBUBh2FKxcBYNlxDMfJluSOL4qEvNL5KXTJixlHdQu1v34JX59dataYYOF/NlAZdBQMnmP/9qMMnEgcSUoryUU12I9naFPEWAiCEInehHuaxMI4YywAQYc7Utwfi5xLZoJCIGB3Ydt7MvZ8S3NRpGkJOj00PP5mJAIVDfvRRjxtvThrWql75NW4z4GrsZPj//EMzX9dm1AkxUMURRy1rTQ89iaNT78dd+zAiWZqfvlPvN0W2l7eGPNcwuJDY84krTx/2GOCIJC7bJZ0DvUddLz5UczjuVq6aX9tC03PvEPTs2uTqnkaie1gXaT3jXH62FGRPEGpIHP62MjYTyIpixmj0cj777/P6tWr+cMf/sB9993HO++8w+bNmzEY4lvofZ4IhkSOtMm2zDIyMjIyn0xGFvuHe0TEcjkbiqBQkL1A6tFh2XEsqTvWAH6bk4bH3qD9tS2IwRDavCxMcyYQ8gc4+X//4MgPnqDhyVX0bjqAp6MvoQ22+eLpkfSy1hfWJxXlEf2BiPuZQptcTUH/jqPU/fF1gm4vqkw9Y79zc9z0rZDPj6ejD/uRBno3H6D9tS34+mx0vbuL/p3HcFS34O22EvIlnm/OkhkRt7PW5z8gOBhVioUgCJE+KcmIGQBVhlSUnjAyYzaiG0x7sidY2GqyMzHOqAKk6EGs51KbY6Lym9ciqJR4uyw0Pf12zNdT1tyJlHzpMhAE3M3d1P7mZXz9o0sfAPo+PASiiGXXCU787K+0PLcOX19yHeVBEt22A7XU/vol6n77CvYjDdgP1UcMJ6Idr/5Pg6+RDD1j7rshqkmCKIpYB8Wdcfb4qPUmmdPGkHf5XAB61u/DdiB6RESdqSdjsMeTdfcJqv/nOQaqm5M+R09nP81/k1JF9WMKKbrlkqjjwiLWWdsWVfAmY1d/LknZAMDj8aDT6Vi8eDGLFy8+F3P6TFDf48DpC5KmVlKVO7pRloyMjIyMzPkilmtZKo01sxdOoWvtDgJ2F/YjjZEFTyzsRxto+fu6yII5a+EUim+5BKVOg6O2DdEfRPQHsR+siyyUVUYDGRNKSZ9QRvqEslE9LgSFgpIvLOfkw8/j7bbQ/d4uClZcGHceQ8VAojQzURTpens7XWulO9fawmzG/Mv1aMzSTUpXcxfu5i58vXZ8/XZ8vTZ8ffaooiCtLJfOVVtH/V1p0KHOykBjSkedlYE6K4O0ktyIIBEUCkq/dBknf/68FBVavY3im5fEnXfm1DH0bz2Cs66NoMsTaYoZi0hkJolok3H6GDytPdgO1VF448Vxi79zl16AbX8N7uYuXPXtMS2aDWOLKf3SZTT/9V0c1S20/nMDJV9cHnXf5gunotLraPrLO3i7LdT++iXG3H/jqIL+ki8sQz+miK61O/D3D9C//SiWXcfJvnAq+VfNRx2liSlI9S6WXcfp+WDvsBTKtLJ88i6fM8rMQAyGaH9tM72bDgCS41zlt66LWEaPxN3ag2/Qdto0e0LUMQAF116Is6EDZ00rzc+tY3xJDtoc07AxamM6ld++nr4PD9H+2hb8Vgf1j7xGztJZFF63KGbdEUi9YxqfXEXI40NlNFDx9RUoYtR3Z0wsR6FREfIFsB+uH9Vs1OfzDXM4/rhJOTJjMpm4+OKL+clPfsKGDRtwu5Ozwvu8EU4xm1qciUp5fny3ZWRkZGRkRpLIfjlRH5owGnMm6RPLAejfejj28fwB2l7dRMOjbxIYcKFI01J299WUffnyiNtSelUxk/7f3ZR88TJMcyacWlzbnFh2naDluXUc/48/c/y/no0sGsOkleSSu1RKy+l+b3fEDjjmfLynzieeTW3IH6D5r+9GhEz6xDLGff+2iJAB6Nt8kNYX1tO9bjfWPdW4GjuHCQJBqUCTayR9YhliCNLK8lBlDo/oBJ0ePK092I800PfhITpXbaVvxPXUFZrJv2o+AL0b9+Fs6Ih7jukTSqU6mJCYVC+VVMRMOOXI12OTevzEQT+miLSyPAB6NsSvM8qaN4n8q6Vz7N92hJ4P9sYca5xZReW3r0ehVeO3Oqj97cu4Goc76gpKJeZFU5n4n1+l+LalqIwGxGCIvg8PcfynfxkssD9V8B50eehet5vjP3mG1uc/iAiZjCkVjP3uzYx76A5Ms8YPM18IuqTUuPBrMnPaGKr+9baYQgaGpJjlmeIW9wtKBeV3X4UqU0/I7aXp6ej1ZYIgkHPxDMb/+IuRlLXeDfuoefgF3C3dUfcthkSa//Ye3i4LglJBxddXoDbGvvGu0KgivW6i1c2IoojFYiGUQpro2STlyMwHH3zAli1b2LRpE7/73e8IBALMmTOHJUuWcMkll3DZZZeltL+2tjYeeugh1q5di8vloqqqimeffZY5c+bg9/v5j//4D9555x3q6+sxGo0sX76chx9+mKKi5D3Lzwfh4v9pxabzOg8ZGRkZGZkwyfSRgegRmmiYF03FcbwJ+9FG/FbHqLvdns5+mv7yDp7WHkBKZSm/66phgiCMxmzEvMiIedFUqUdJRx+OE804qltw1LQS8vjwdVsJekeLq/xrFmLbX4Ovz07rCx8w9ru3xOzXEvIMjcxEP/+Aw03jU6txDjpsZS+cQskXlo1qNKjJNaHOzkBjNqIxZw5+GSPf1SbDsMVv9vxJ0hz8Afw2J37LAH6rA79lAJ/Fgd86gN/iiOoUlnvZHKx7T+Jp76XlH+sY/8MvxrzzrtRpMIwrkZ6bIw1xIwBApPeJP4leLWmleaizMvBbBrAdqo/raiYIArmXzqL5b+9iO1CLr88ed6Gff81CvN1WrHuq6XjzQ7S5Jowzq6KOzZhQxtjv3kz9o28SdLipe+RVKr65MpJ2FUahVpGzZAbZC6fQ99Ehut/bTWDARe/G/fR9dJj8q+ZjqCqi4bG3CIWd6hQKsuZMIHf57JiCw9ttpeHxt/B2SeI5d/lsCq9fHNdpThTFSP2QaVb0FLOhqI3plN91NXV/eA13Szftr2yi5AvLo47V5Wcz7l9vo2vtLrre3Ymno4+aX/6TgmsvJHf57GHz6n53J/ZDUvSz+LZLk+oDZJxRhe1ALQPHmwh6/cNuBGg0GhwOB319fZjN5rPWPDNZcZSymAmnl/34xz8mEAhE+s788pe/5OGHHyaYZN4sgMViYdGiRVx66aWsXbuW3NxcampqyMqSQngul4t9+/bxk5/8hBkzZmCxWPjOd77DypUr2bNnT6pT/1g5OBiZmVEq18vIyMjIyJx/khUyYUYKGqNx9P+zzGljUBp0BJ0e+nccI//KeZHH/HYnNb94QXIOEwTyr5pH/lULEJLIVhAEgbSiHNKKcshdOgsxGMLV3IXjRDPG6aPT2ZRaNcW3L6Ph0Tdw1rbRv/0o5kVTo1+HoWlmmtGRGV+fjbo/vo5vsGi8YOUi8q6YG3XhmX/lvGHnnCwKtQptjjFhr5Zh26iUlH7pMmp+9SLejn6639tNwYqFMcdnTq3EcbyJgaONiKFQ3EV2KpEZQRDInD6Gvs0HsR2sTXj+xtnjUb2xhYDdRe/mA5FeP7H2Xfrly/H12XE1dND817WMffBW9GX5UcfrywuoevBW6v/4On7LAA2PvUnZXVdhumDcqLEKjYrcpbPIXjSNvs0H6H5/D0GnB0EhkFaShyAIKLRqshdNJXfprKid7sO4Gjupf/QNaXullOo4MvUqGu6mLnx9Uo1PIoEZJn1CKQUrFtK5eht9Hx3GUFVM1rxJUccKSiUFKxaSMaWC5r+9i6/bGjEQCNfg2A/X07lmOwDZi6ZiXjw9qXlkTKsEhQLRH2TgWOOwa6xQKMjKysJms501QRMKhaK2gonGaR3p5MmTPPXUU3zlK1/hpptuYvXq1axYsYLf/va3Ke3nF7/4BaWlpTz77LPMmzePyspKLr/8csaOlT6owmYDt956KxMmTGDBggX86U9/Yu/evTQ3J1/g9HHjC4Q41iE9AbKTmYyMjIzM+SZVIRNmaMpZtDQShVpF1vzJAPRvP4IYOlUIrM40YL5oOuqsDMZ+72YKVlyYlJCJhqBUYKgsJP+q+TGbHWZOqcA0R1ogdryxBX+MhXlEzAgCgnp0jYAiTYsgKBBUSsruvpr8K+ed96aAYfQVBRGnq+73duFu7405NlxzE3C4cTV1xd1vKmIGiAhKd1NXwmalCpWSnItnANC/9UhCAwOFWkXFN69FY84k5AvQ/Oy7cV3udAXZVH3/VrT5WYiBIN7u+FbhSq2avMvnMulnd1N4/WLMS2ai1Gmo+Oa1TPqfeyi++ZK4QgaQml1q1SgNOsZ856akhAwQKfzXFmSjK0q+aWfeFfPImFIBQOsLH+AdrLmJhaGykPE/+hLmi6ajyTFiHrz+AYebpr++CyLoKwspvvXSpOeg0utIH18CgD1KqplarSYnJwe/309fX98ZpZyFP6+SDZCk/KlSXFzMggULePfdd1mwYAFr166lt7eXN954g+985zsp7WvVqlXMmTOHW265hby8PC644AKefvrpuNvYbDYEQcBkMkV93Ov1Yrfbh3193JzsGsAXCJGhU1FhPv+dhWVkZGRkPr+crpAJM7SxZrT6GfOF0kLO12PD1Ti8lqNg5SLG//uXSK8qOf0TSIGim5agTNOizcsi5I5e6xNOU1No1VFFikqvo/Lb1zP2OzeRNSe5u+cfJwUrFqLJNaItNEdc2aKhzTVFitUTuZqdEjPupJypDONKUAx2pbcdSmzXm33RdASVkqDbiyOJGh51poHKb12HriSXiq9fEzeqBJJzWtWDt1J0yyWRCEQilGla8i6fG0mXSh9fmnTzTXWmgcp/uZ5xD92R9GtbFEWs+wZTzGK4mMVCUAiU3XklGnMmuZfNiZuqF0apVVNyxzLG/+iLkdo0VXoaJbddisacKRX8xzEIiEbY5MN+uCGq45xGozljQTP08ypaNDgaKaeZ5ebmcuLECTo7O+ns7KSrqwu3241en/qivb6+nscff5wHH3yQH//4x+zevZsHHngAjUbDnXfeOWq8x+PhoYce4o477iAzM/oT+fOf/5z//u//TnkuZ5NT/WWMn5i7OTIyMjIynz/OVMiECaeRRLtBqCvKofD6xaRPLBuVDqRQKWM6JJ0L1EYDVf96G9r8rJgLYE1WBtkXTo1ZUwOknAL2caLQqBlz/41osjJG1fCMJHfZbEI+f6RoPxbaHKNkvJCpRwwEERIschUqJQVXz0eRpsU4bUzCOasz9JR8YTn6sry4NTZD0RXlMP6HX4z7PA1FlaEn99ILkhp7NkhL8jzCCILAmG9fj3XfSbLmTEz5eKr0NMb/x1fimlZEQzkoOsNkzZuEcdb403pfGmdU4eu1kzljLAgx3l+Dgqa3tzfllLORn1eBQHINdQXxNMyhrVYrW7ZsYfPmzWzevJljx44xc+ZMLr300pQaZ2o0GubMmcO2bdsif3vggQfYvXs327dvHzbW7/dz00030drayqZNm2KKGa/Xi9d7qius3W6ntLQUm80Wc5uzzQ9fO8SLu1v41iVjeejK1F+wMjIyMp8F7HY7RqPxY/38/bxjt9v5t3/7N+bOnYtOpzsrQiaMz+fD7XZz6623kp2dnfL27vZeGp9cjUKtpOpfb4/cLf44cdS2EnR5o9bdRMOy+wS9Ww6iyc6k/K6rUj6er39glJ20zGeTkM9Pw+NvYbxgHFnzJo16fYshEevuE6hN6aRPKD1Ps4yOq6WbkMsbdV4Bh5veTfvJu2Je1EhOf38/r7zyCjqdbthnjM/no7e3F7VanZSgiXbjxeVycc899yT8H3Jayasmk4mVK1fy4x//mB/96EfcfPPN7N69m4cffjil/RQWFjJ58uRhf5s0adKoehi/38+tt95KU1MT77//ftwT0mq1ZGZmDvv6uAlHZmbIzTJlZGRkZM4DZysiMxJBEHDWtdHw2JuEfPFrH0bNye3D12PF09532rUzyTTFjEXv5gPU/fYVqfGk25t4AyTrXVddO866+N3uo2E/0sCJ//wLPRv2nfemgmfKp33+sRha4xUPv91J9/t74l4H28E6HNUttL28CTEwOgWr7aUNNP/tXdpe2RS3BuhsIYoiXe/uSthEUwyFaH3+feoeeZXOt4cHEoIeHyd+9je63tlJ35aDKR0/lZSzM06FTWk08Prrr/PAAw8wffp08vPz+da3voXD4eA3v/kN+/btS2lfixYtorq6etjfTp48SXl5eeT3sJCpqanhgw8+wGxOvmDqfODxB6nuGgBgmlz8LyMjIyNzHrDb7WddyIDUILD1n+uxH2mg/k9vEPREr0uJRmhIykii9KiReHutNDz2Js3PrgUGRUZjZ0qL7MzpYxHUKgIDLrre3ZXUNmGzAX+/PaVzDVtSi8EQlt0nEIPnp//G2aLtxQ20vbwxavf3TyNiKETf1iOc+Nlf8dudcce6Wrqp+cU/6XjjQ3rj9Mqx7DoOQObUiojV9VCyB2vLPO29kbHR8FsdZywexWCItn+up3PVVhqfXD2s+edI+rYcwt0s9aNJH2FrrdRpMM0aD0DX2p0EXJ6U5pGMoDkbN15Srpm59957ufjii/nGN77BkiVLmDZtWsoHDfO9732PCy+8kP/7v//j1ltvZdeuXTz11FM89dRTgCRkbr75Zvbt28fbb79NMBiks1NqipSdnX1WP6DPFkfb7QRDIjnpGoqM568bqoyMjIzM5xONRkMwGCQ/P/+s/58UlAryLp+LY9UunLVt1P/xdcbcd8OovPxoiH7pbrWgUiZdBxHyBehet5vudbsjd7udDR24m7toe2kjuuIcsi+cSta8SQmLtzVZGeRdPoeuNTvo3bgf8+JpaHNNcbcZ6pzm6ejDUFmYcM5Bl4fGJ051Vq/85sqk6xNC/gC+XhuCWjmq23vc7Xx+gi4vqkxD0tc23r5cTV0469tR6XXoxxTR99EhEKF/53Hyr5hLzqUXxCweb39tM6pMA4axRaSV5X+sNVPJ4DjZQturmyO9j7rW7KDkjmVRx1r3naTl7+8R8gVQaNUxC+/9NicDxyRjg1i2yfryAkyzx2Pde5LO1dsxzZ4w6hqKokjt719BDIQwzRlP1pyJ6IpzUqq/Dnr9ND+zJmL6kDltDOoYqY5+m4OOVVsBqZdSelXxqDH51yzAsus4QZeX7rW7KLoptrV2NOLV0JytCHLKYqa7O3o30dNh7ty5vPHGG/zoRz/iZz/7GZWVlfz+97/ni1/8IiA11Fy1ahUAM2fOHLbtxo0bueSSS87aXM4WhwebZU4vMcnF/zIyMjIyHzsKhQKj0XjObvhlzZuEKSOT1hc+wNXQQd0jrzHm/hsTiomwGBGSWNyKooj9cD3tr2yK9OVQm9IpvPFi9BUF9G6QMkE8bb20v7KJjjc+xDiziuwLp5A+vizmgj7vsjn0bzuK3zJA++tbqPzmyrjzUGXoUWXoCQy4khIzYihE01/W4u22IKiUVHzj2lGNRMVgEF+vHW+3BW+PFW+3FW+3BV+PFV//AIgi5oumk7NkBn67i6DbS9DlIega/j3g8hJyewm4PBTdcDGNT65CUCqkJp7ZQ5p3ZmeiDn8f0cQTwGcZwFXfjrO+A2d9O+6WHhi8g64ryWXc/MkUXreYrnd3EXJ76XjzI3q3HKRw5SJMcyYOu9ZBj4+ejfthMH1LUCvRVxRiGFuEoaoYQ2XhMOHrauzEb3UQ9PgIeX0E3YPfPX5CXh8ht4+g10fI4yPvynm0v7YFlUGHUq9DadCh1GtRRX7WDT6mRZ2diSZr+ALe22Ol4/UPh3WwN82dSN4Vo/vkiCGRrnd20PXODgDU2ZlU3rsyZgNN654TIIoo07RkxjFEKFi5CNuBWvyWAXo3HSDvsjnDHve090X6G/Ws20PPuj1oC7PJmjMR05wJCcW3f8BFw2Nv4h604s67fC4FKxfFfD+0v7aFkMeH0qCj8IaLoo5RZ+jJu2wOnau30bv5AOYlM1I2x4gmaICzlgqbspgBCAaDvPnmmxw/LoXJJk+ezHXXXYcyxbAxwIoVK1ixYkXUxyoqKj51eZrheplpxXK9jIyMjIzMx4/X60WlOq1/70ljXjQNQamk5bl1uJu7qHvkVcY+cFPU9Jow4XqXRHaw3m4rba9sZOBoIyBFg3KWziL/qvmRouqyu68mZ+ks+rcdwbqnmpDXj3VPNdY91WjMmVK0ZsHkUQtahUZN4fWLaX52LfaDdQxUN5MxoWzkFIahKzLjqHbh7ehLdFnoePMjBo5J8y75wrJh4sfd0k3jn9+WxFmCWg1fn43mv72HuyW5G8jeTqkLvRgM4eux4euxAS2jByoU5F05D5VBFxEwfstA1H1q87PQl+cjqJXkXT6X7Aun0vXODnq3HMLfP0DzX9+lZ/0+im68OFI4HvL6yJo3CWddG74eG6I/iLOmFWdNq7RTQUBXnEN6VTEZk8rpWb8Px8ko84x6TeyS4OtJPNZ88QxKbl8KQNDtpWvtTno37o+k++krCym6eUlUcRr0+mn5+7vY9kuix1BVTPnXV6DOiO3a279TWg+bZo+P+/rW5powXzSd3k0H6H5vF9mLpqLSn7oJkFacw4SffAXLnmqse07g67Hh7einc/U2OldvI608XxI2s8ePEsnebgv1f3oDX68NBCi+9VJylsyMOZeBE01Y90ilHoXXXxT3vZu7bBa9Ww4SsDnpXL3ttMwwhgqa3l6pP1IgEDgrqbApf9rV1tZy9dVX09bWxoQJkv/6z3/+c0pLS1mzZk2k4eXnlYODkZkZpbKYkZGRkZH5+Pm4bgJmL5iMoFLS/Ne1eFp7qPvdK4z5zk2oMw3R5xWOzERpVAlSelPXe7vpeX9PZGz6xDKKb70UXcFw9zRBEDBUFmKoLKTopiXY9tfQt/UwrvoOfH12afH39nYyp1ZS8c1rh0UjTHMm0Lv5AK76Dtpf2cz4H38xbh8TXaEZR3UL7vb4Ysay8zg9H+wFIGfpLLIXDG+kqNTrBkXGIAoF2hwjmjwT2jwT2tws6XueCXVWBvV/fF0alqZFpddK0Qi9VvpKC/8sfTfOrCJz+hhpwd9nx9dnw9cv/ezvs5+qdQmFUKZp6F63m4DtVK2IoFahryjAMKYQw5gi9JWFoxa3qvQ0aYF8yUw63voI2/5a3C3d1D3yKplTKym84SJ0hWbKvnIFINV+OOvbcda24axrx93aA6KIp7UHT2sPfqsDRZoGhU4jNaDUaVBoNSjTBr/r1Ci0GhRpGpRaDfqKAopvXypFppweAi6PFKlySt8Dg99FfxClQYcYDNG39TCdb28nOHj+6qwMCq9fjGnOhKjZM75+Ow1PrIqkoGUvmkrxbUvjpsq5B88HIGt+9BSzoeRfNZ/+HcektK13d1F04/C0LV2hmcJrL6RgxULcTV1Y9pzAuvckAZsTd1MX7qYu2l/fTMHKReQPRpWcDR00PPYmQacHQa2k/K6rMc6sijmHkD9A24sbAdCPKUzY9FOhUVNw7YW0/uN9rLtPkLv0AvTlBQnPdSQajQaz2RwRM2erpi9lMfPAAw8wduxYduzYEbFm7Ovr40tf+hIPPPAAa9asOeNJfVoZ8Pip75U+HKYVm87vZGRkZGRkZM4xWXMmICgVNP/lHTwdfdT97hXGfufmUXeNYUhkJkrUSBRFan/zciQSoc7KoOimizFeMC5hyrZSpyF74RSyF07B09FH/7ajWHYekxbwojhKqAiCQPHNl1Dzy3/iae+lf+sRzBdNj7n/cKf2eJEZV2MnLc+/D0gCrChKyo46K52iWy5BmyeJFk12ZlxXt4p7r0OhViZsGBnZf6ZhWI3PUIJeP/5+O75+O9r8LHy9NoION/oxRRjGFJJWkpu0KYM2L4uKr1+Ls66N9tc/xNXQgf1IA47aNib/39cj0TO1KR3TrPGRAvKg24uroRNHXRvO2jbSJ5Rhvnh6Sin5ydQshXwBRFGkY9VWet7fA0gNUvMun0vustkoNNGXvs66dhqfWk1gwAUKgaKblpBzycyE8wsX82tyjOjHFCWcnypDT97y2XS+vZ3eTQfIuWQmmuzRtTiCIKCvKEBfUUDRjRfjrGnDsucEtv01BF1e0krzAMlFrekvayIirvJb12FIMI+e9/fg7baAQqDk9mVJ1VllL5hM74b9eNp7aX/9Q8Z+9+aUyylCodCwXlV2uz2lPjSxSFnMbN68eZiQATCbzTz88MMsWrTojCbzaedImx1RhCKjjtyMxMWQMjIyMjIyZxuNRnNanbdPF9MF41B841oan34bb5eFhifeYtxDXxi10IlXMyMIAtkXTqX91U3kLp9N3pXzU24OCNJd7aKbLqbgukXYD9fHjBLpKwrIWjAZy45jdKzehmn2eJT66DU/EUczq4OgyzNqnN/moOHJVYiBIJpcE+X3XBNVpAgKRUpNHU/n/OPtS1lojpxLyW1Lz3ifhrHFVP3rbdj219Dx5kdkzZsYt3eQMk1LxuRyMiaXxxxzNgiLlZwlM+jbfADjrPEUrlwUVWAPpeeDvQQGXCjTtJR//RoyJiaepxiS3OpAqiVLdnGfs2y2lLZld9H59vZINCsWgkJB+oRS0ieUUnzbUhzHm8iYUEbQ7aXlH+sQ/UE0OUbGfPsGtPlZcffl7bZG3PxyL50Vsw4o2hwKb7iIhkffwFnTysCRhrj1QSMZWuyfmysd83Qaa0Yj5S21Wi0DA6PzKx0OxyfSXezj5NCQ4n8ZGRkZGZnzgUKhwG63f6yCJnPaGCrvvQ5Vhp7i25ZGXdSFIzOx0szMF01jwk/vpPC6xWe8kFeolJguGIdhbOw71IUrF6HQqgk63PRujt1DY6Sj2UhCvoCUIqXTUHnvymE1EJ91BEHANGs8E356J3mXjy6kP59osjOZ+P++RtlXrkgoZABKv3I5mTPGMu6hO5ISMgCOEy2RdL1kUszCKLVqCq5ZCIBl57G41skjUaiUZE4bg6BUoEzTUnHPCgxji6j6we0JhQxAz8Z9iIEgalM6+dcsSPq4ABmTyyP2zR2rtyWd0hrNtSyVPjSJSDkys2LFCr7xjW/wzDPPMG+e9MLduXMn9957LytXxncF+awTLv6fLtfLyMjIyMicJ7xeL8Fg8Kzc8UyFjMnlTPzZ3TGFSNiaOVaBtKBQJHRrOpuoTekUXHuh5B4Wp1BaqdehNqUT8voJDIzus6LNNTHu3+7A094XM83rs84nzX45TLyi/ZEo07QJ3e1GotCqyZhSQcjrT/m1m33hVOzHGsleOAVNXmrbDiV9Qiljx9+adFSo+OYlaMxGtHmmuJG0aAiCQOENF9H93m4Kr1uU1DHj2S/Hs21OhZTFzB/+8AfuvPNOFi5ciFotfWAFAgFWrlzJI488kvIEPkscarMCMF2ul5GRkZGROU+IoojRaMThcHzsgiaWkAn5A2RMqyTvirkpNZD026Wi5/RJ5edkwZy7dFbcxwMDLmnBeeEU8q5eEPM6KtO0GMYW4e22Yj/aIDmwXTwjqTk4qlsIBQIYxhanvLiUOTd4OvpwnGxBUCkxL4rdT9EwtojiWy7FUdeKdW81ptkTkj6GoFSkLJ5i7mtQVPhtDiy7TqDU68iaPynqe0ZQKsldOgtXQzuejtQFuL40j4p7rklqbDJ9ZM6GoElZzJhMJt566y1qamo4fvw4giAwadIkqqpiuyZ8Huh3+mjpl+7YTCuRIzMyMjIyMucPlUp1Vu54ng0cNa00PbMGMRBk0v/ck9KC3bq7mvbXNqPJNTHxv776sfdv8/XZafnbe8Cg8EmQQuZu66H9lU0o0rRJi5mudbtxHG8i+8KplH7psqTn5mnvRZVpiGupO5SAw5302M86jtpWrHtOUnTzkqgLfldjJ20vbUSdlRFXzIDUY6bz7e2kleWlJGbOBd4uKx1vfAhA9oLYaW9NT7+N7WBtyq+5VEilIeaZCprT/mQbN24c1157LStWrPjcCxk4VS9TmWPAmHb2ivZkZGRkZGROh7OZkx4mEAikvI22IHuw0aOX/u1HU9rWskcqrk4fX3JeGlGrs07VWvisjoTjI3NMtpbAH8BZ2wYQqUVIBkdtG7W/eZmGx98i6PUnHN+//SjHf/IMjpOtSR/jk0DQ7aVz9TaCbm/CsQGnh6a/vIN1f03ccb4+G41PvU3floO0vbQh6piwiUDIl/jaagdtw71dlpg1JMk8R8kiiiKewb5Co47j8gBS+ls8dzrD+BIArPtrIrVsZ5NUhEyYM/m8Oi0x88wzzzB16lR0Oh06nY6pU6fy5z//+XR29ZnhcLheRo7KyMjIyMh8QjibgsbpdOL3p74oU2foyVowGYDeDfuSTjPz9lgjncyz5kxM6Zh+q4PeLQfp33EMMSTS/Nw6LLuOJ7UoHooqQw+Dd4j9lsRihhTFjKu+A3FwMRluPJkI26E66v/4GkG3F1+fLWbTS4BQIEjrSxtoeW4dIa+fjtVbz2sz8pA/gHV/DY1Prpb6zsRAFEUsO49z4r//StfanXS9szPufu2H66n+f3/Duqeatn+uJ+D0RB0X9PhoeGIVQYcbpUFH3uVzo45TaKSb0qEkRIg2Pzsy1h9F8PqtDo798Ema//4eruauhPuLhRiUnNNO/u8/qPnlPwm4Rp9j+PWtTIvvqGuaNR4EgZDbG2lOe7Y4HSET5nQ/r1JOM/vpT3/Kb3/7W+6//34WLpScGLZv3873vvc9mpub+dnPfpbqLj8THBwUM9OKZTEjIyMjI/PJ4WzkpA8MDEiupX6Rrnd2EMjPQ52VgSYrA3VWBmqjIW7PlNxls+j/6DC+Pju2g7WR3iPxCHcnVxkNGMYVJxzv7bZgO1CL7WAdroYOALSF2WjzTFi2H8Wy/SiCSknG5ApMs8eTOW1MwpQ3QaFAbTLg7x/Ab40tGk5tMPg9ScEwcKIZAF1JblLF6v3bj0r9bEIimlwjY+67MWbhud/mpOnPb+OsawcgY2ol5V+9MmqESwyG8FnsUsf5Hiu+Xhu+HhuKNE1U2+CA04OnoxdvRz+ejr7I19jv3YIuf3iDUzEUwnGyFctuqUdKyOMDQJNrjGoL7G7ppvXljbgG5y2oVSjTo6f3Bd1e2l/bQv+2I4AUkShYeSFK/ejFvBgSafnbe3jaekEhUH7PNTGvXVjMiIEgYigUt9ePNtckPe+iFJ3RZGUMe7x/2xFCXj+WHcew7DiGYWwROZdegHFGVdz3TJiQP4Bl53G63989rOmq/VA92YM3CSLXwzUoZhKkQ6qNBtInlOI40Yxlz4m4DTZBeg6DHh8ht5eg20fQ7SXo9hJy+7D7T5linImQCTP08yrZmycpi5nHH3+cp59+mjvuuCPyt5UrVzJ9+nTuv//+z62YCaeZzSg1ndd5yMjIyMjIjORMBM3AwAB2ux2DXo+/04Jl53F8werhgwQBtdEgCZusDNKKc8i/an7kYV1+NpnTx2A/VE/3+3uSaoYZFjOmWeOjLiZFUcTd0o3tYB32A7WjbJMVOg1pJXmIokjm9DEMHGtCDASxH6rDfqhOEjZTKjDNii9s1KZ0SczEiYCMnlty4xzVkpjJmBA/xUwURXre30PHmx8BkFaaR+W3r4/ZR8fZ0EHT029HIgX5V80n/5qFCAoBMRiiZ8M+fL1DhEu/HUKjJ63K1ONu78VV1z5MtATsrqjH9bT3ocvPjjw31t0nsOypjtgXA6AQyJhYNqqxY8DpoXPVVvo+Ohy5gMYLqii6cQka8+imkgPVzbQ8tw5/v/S8GKqKKf3K5WhzTFHn1rVmO7aDtQAU33JJ3GuuGGJkEbbejjlWo0KTnYmvz463q5+MEemCOctmo8rU07vxAJ6OPpx17Tjr2lGb0jFfPAPz4mlRa5mCXj/9Hx2m+4M9w66fcUYVeVfMRV9RMHqbwWhNNDE3kqy5E3GcaMZ+uJ6g2zssmhP0+Kj55T8lweLxxY1Q+QsyIF96jZ6pkAkT/rzq6koukpWymPH7/cyZM2fU32fPnn1aubSfBbrsHroHvCgEmFI0+g0nIyMjIyNzvjkdQRMWMpmZmWhUahzpHgz5JehsPvyWgVNpW6KI3+qQFs8NHfj6bMPEDEDu8tnYD9XjburCWddGelVJzOO623oj4sQ0Z3RRdefb2+jfcSyykA2jytRjnD6WzJlVpI8vjRR3p48tJuj2Yj9Uj3XfSQaODwqbg3XYD9YhqJVkTq6MukjUZGXgoiOpNLNTAi2xmgm4PLgG0+ji1cuIIZH217fQu2GfNHZ8KRXfvDZmKlHf1iO0vbQBMRBEoVVTdueVw++8KwS61u6MREhGnACa7Aw0OUY0OUa0uSb6tx+ld/2+qMdSm9LRFZnRFkgNOXUFZrre2YFl94lRvVP0FQWY5k7ENHv8MBEmhkL0bz1Cx6qtBAfTw7QF2RTfeknUfi8hn5+ONz+id9MBacpqJYXXLSbnkgtidrK37q2ma62UqmZePA1zAnOGcM0MSOljiSJ42oJsfH12PJ2j+8UotWrMi6eTvWgajuoWejftx364Hr/VQeeqrXSt3UHW3EnkXDKTtJJcAi4PfZsO0LNxf+R6oBDImjuRvMvnxnUfCyQZmQEwzqyi9Z/rEf1BbAfrhkV5FGoV3hh1OWEEtQplmoaQIQ1RHMBisRAKhc5YyITRaDQYjcllO6UsZr785S/z+OOP89vf/nbY35966im++MUvprq7zwQHW6wAjMvLQK9J+ZLKyMjIyMh8LKQiaIYKmYyMDHw+H+qsDEpvuYzsbCmVKOiRRI3f4sBnGRj8eQB1lDvphrHF6CsKcDV20vPB3rhixjpY+K/JMUa9A+3rtUWEjCbXiHFGFcYZVegrC2MuaJVpWrLmTyJr/iSCbi+2Q3XY9tVIwsYfxHawlpxLZ47aTm2S0oaSMQA4VTOTeKjzZCuIIoJSgaEqehqdGAzS8tw6LLuk62G8oIqyr14VtVdPKBCk/ZVN9H14CABtXhYV37x21OJXEAQyJpcjBkJoc42DwsWENteIOjtzlLtX//ajo0VLkRldQfYoQRUKBIctwrX5WWTNnYhpzkS0UXqpuFt7aHluHe6WbkCKphVcs4CcS2ZGLWB31rXT/Nx7+LqtgCSQSu+8YlRq21BczV00/30dAIZxJRTdemnCqODwyExydTMDRxvxdsUWAIIgRaQyJpbh7bXSt/kgfduOEnJ76d92BMuu40z8zzup/r/nCQ3eJBBUSrIvnEreZbPRmBMv7FOJzCjTtGROq8S2vxbrnhPDxIygVFB8+1IUGjXKNC3KNKkprPSz9Hv4+env7+fDf/yDQCBAXl7eWREyYVSq5NbUp7XyfuaZZ1i3bh0LFkidQ3fu3ElzczNf+cpXePDBByPjRgqezyqH5OJ/GRkZGZlPCckImpFCJhZKnQZloTmpXhWCIJC7bBZNz7yD/VA9nq7+qItQURRPpZjNnhB14Zm9cCqavCyMM6rQFZlTdjpTpmnJnj+Z7PmTI8Jm4FhTVFERdjRLKs0sBQOAcL2MfkxR1P48YjBIw+OrGDjWCID5oukU33ZpzPqN1uffx7LzOACZUyspu+uqmNGbintWJJxfmKwFk8leOCWpsQqVkpyLZxD0+smaN5G00ry4z42gVOBu65WOM38ShdcvRm1MjzpWFEU6V2/D121FUCrIv2YheZfNiVt34rc5aXxiFaI/gMacScXXVyTVryhcMwPJmQDoCrIAEkYzwmhzTBTdtIT8axZi2Xmc3k370VcWojEbyZhUzsCxRswXTSd36SzUxuiphNE4VTOTWMwAmOZMxLa/loETzfjtzmERs2StxUF6brKyss6qkEmFlMXMkSNHmDVLajJVV1cHQE5ODjk5ORw5ciQy7nxYKJ4vDrUNihm5XkZGRkZG5lNAPEGTrJA5HYwzx6ExS/UFPev3UfqF5aPGuBo78fXZATDNjd63I31CadLuX4kYKmyioR4s6I7mVDWKiJZJLGYcg2JmZI1FZFdKJWkluQwcayT/6gXkX7Mg7toq7/K52A7Wkbv0AvKvXhgzQpUqqa7nCq69MOmxukIzxTcvIa00F8PY+CYPgiBQ8qXlNP/tPUpuWxrVPGAkPev34rc6UGjVVNx7XdJ9dlKOzORJotxvdRD0+JLupaTUachZMgPzRdMjxym66WIUX1iGKolUsZGciswkt23m1EoUOg0hjw/bvhpyLpmZ8jFB+jxRq89fW5KUxczGjRvPxTw+tYiiGCn+ny47mcnIyMjIfEqIJmicTuc5EzIg3YnPWTqL9lc24e8fQBTFUYvl8CJfV2QmrSjnrM8hVdQmKVIQ8vhGFUqPREgyzczXP4C3W6qviFcvU3DdItInlSU0CABJGEz877uSckX7JJHKAlqbY2Lc929LenzhdYsRQyHSx5WSVpz8a0lQqyIOZcn1msmK/OzttqAvy0/6WACCQogIoJFuaKmQrDVzGIVahfGCcVi2H2XgRNNpi5nz1ZA3jFzgcYa09LuxuvyolQITC8/+B7+MjIyMjMy5Yqig6eiQ7IzPlZAJk71wCobKwqi1MAB5V84jc9qYU8XPSRJ0e1HoNGc9M0Sbl0XBykWos9ITWulq87IovOGihFERdVY64//9ywwcbYy7yBYEYZiQSSSmRgqZkD8Qtb4mFmIwGLfZ4seFGAwlZ1scCAKShXa0ay4oFRTffElknwjEtVmObCcIFF5/EYJSgTY3K+F4VYaegpWLpPqjJGpbzhX5V83Hb3WQHqMGKxq5y2aRPX9yzLqtTwOymDlDDg5GZSYVZqJNIg9TRkZGRkbmk4RGo0Gr1eLxSOLBYEg+R/90UOo0MYWMKIq4GjpG2fbGw9tloebXLxJ0epj88Ddi2hWfLiqDjvwr5yU1VmPOJO+y0Y6vIxEEgbTiHPq3Hubwd/+Ecda4uHUs7vZe6v/wGgG7i6m/+Zek77w3/XkNvl4beVfOI2tu/Majvj4b1f/7DzKnjaH4lktGpWQF3V56txzEfrCOsQ/emlTtyVC8PVZ6PthLwbUXJkz3qv/j6wgqBXlXzotrFHH4O38AEcY8cGNU5zOQREzz395l4GgjFd+4Nm56YsgfwN3ag6GyMKnnMYwgCEm/Rk6XxidXoyvOIeeSmaOun6/fTufqbRRetzgSSUyW041+Rouqni/Ob1zoM8DhNrlZpoyMjIzMp5eBgQE8Hg86nQ5BEFLqvD2UkM9P81/fxTnYsDJVxGCIthc3UPvrl+jfeSzp7VSZ+kgUx9drSzD67OO3Oan/0+t4e60pbxsu2B5acB4NdaYh0ttlpOVxLEL+AI7qZjwdfVJUIgG2A3WEPD4GjjVGFUtSH5htuBo7se09mdQchtL+6mb6PjxE3SOvxq0p8vXbcZxsYeBYEyFvgpYfSbjGCUoF3i6LZM19pD7muMCAi7o/vEbd71/F1Zxcf5OzQdDjo++jQ3GvibOuHdvBWrre2YG7tXvYY2IwRO1vX8Gy8zgdb354rqcLSLVBtb96EUdt28dyvETIYuYMCdsyzygxndd5yMjIyMjIpMrQYn+z2UxOTg5+vz9lQeO3OqQF1a7jND65ioDDTcgfIDAQvblidMRIHUnr8x8kvVBSpmlRGqSC59MVM+72Xnq3HEx5O1EUafrz2wwca6Lmly/iHOxanyyRgu0EkRZVelrkHJMVM87aNkI+SQxkTKlION56oAYgZmd6bY4R4wVSv5ru9XuTMjkIYz/agP2wJCTyr5wX945+2MlOmZ5GxsRkTR7iRwgyp1VK8zjcEGcXAgGrA9EfoPGJVfhtSRg+nCHOhg5O/vwftL6wHsuu4zHHda/bDUBaWR7pI+qnBKUiEhWy7Dpx2jcTksXT2U/Nr1/E1dhJ01OrCSbh9naukcXMGRAMiRyJOJnJkRkZGRkZmU8P0VzLwjU0qQgaV3MXJ3/xAu7mLhAE8i6bi9Kgw36kgaM/fJKa37xE9/t78MTpwQGSe1f511egzctCDARpfGp10tEOTY70PzjsgpYMQa+fvm1HqPnVi5z8n+doe2kDvv7424f8ATyd/dgP12M/2oAgCBRcuwilQUfQ4abukVex7D6R/BxSKNjW5g3a/3YnJ2bsRxsBSCvLT2gK4Lc5cNVLQmxYg80R5C6bDYCntQdHdUtS8wj5A7S9sgmQGn4aZ42PO94StuWeNT75+p0E2U6ZU8cA0rWLdf1U6WlUfOs6FFo1fquDxidXR8TgSJqeXUvL8+/Tv/0onq7+lIQdSI1Cu9bupPY3L+HrsSGolDEtoN3tvREhmHdFdCGYfeEUdIPubu2vbEIMjZ6Pt9dK1zs7sO6vwdtlQTyN6Kuzvp3a37yEv38AhVZN6Z1XotSqCQQSRNDOMXLNzBnQ0OvA6QuiUyuoyk0tR1FGRkZGRuZ8Ec9+OZXGmtZ9J2n+23uI/gAKnYbyu68mc6p0F3zgSAOI4Kprx1XXTscbH6LNyyJz+hgyp4/FMKZwVDG2Sq+j8l+uo+ZXLxJ0uGl47C3G/eD2hIt9jdmIu6kLbxKRGVdzF/0fHcayp5qQx3dqHzlGfP0DqDL0+HpteHus+HqseLutkZ99/QORHjL6igIyp1SSPr6EcT+4nYbH3sLbbaH52bV4uy3kXx3fShmGiJkk+oJo87NwNXTgSTIyM3BUikJkJhGVsR2sA1FqWhmvpsRQWYh+bBGuunZ61u+NaSs9lJ4N+6QmlwqBolsviXtNPB19eFp7AMiKYcsdZqiAEBKombSyfFQZegIDLuxHGshdGr2oP60oh/K7r6bhibdwNXbS8o91lN111bA5h3wBrHtPQihE/1apJYnSoENfUYhhTCH6MYXoywti2jP7+mw0/fVdXINRPG1hNuV3XR3Tarpn3R5pXF4Wxhljo44RFJLRQd3vX8HV2Il19wmy5k8aNsZZ107n29tPbaNSoi3IPtUEtdCMrigHTXZmVDMF++F6Gv+8BtEfQJmexph/uR59RQH9/f34/X6cTuenp8+MzCkOtkgfmlOLjKiScN2QkZGRkflsce+99/Lkk0/yu9/9ju9+97txxz766KP86le/orOzkxkzZvDHP/6RefNOFQ17PB6+//3v8+KLL+L1erniiit47LHHyM9PzeY1Ecn0kYkmaIYiiiLda3dGFkcacyaV37oO3ZBi4uLbl2K8YBz2Q3XYDtcTsDnxdlvo+WAvPR/sRZmeRubUSozTx5IxuQKFRlqSaPOyqPj6tdT/8TW8nf00/nkNY/7l+rjuVtpwZCaGmAm6vVh2n6B/65FIt3mQFnTGmVVkL5pK+rhSQl4fh7/7x4S1GIJKeapB5uCcq35wO41PrcZZ00rXmh14u62UfumyuG5iqTQ5TCUy4+21RtLRMgbFZTxs+6UUs8xpYxK6n+Utm01jXTsDRxvxtPcOe85H4rc66H53FyA1YUxUbB6OyqizM9BXJjCBGPocJYjMCAqBjKmVWLYfxX64ntyls2KOzZw2hsLrL6LjjQ+x7qlGV5QzrLhfDATIv3o+rvoOXA0dBN1egk4PA0cbIgISQUBXnEPmlEoKr1t06vx2Haf1xQ0REW1eMpOiGy6KvPZH4uuzYdkjRfpyL5sT14ktfXwJxgvGYdtfQ/ubH5I5Y+wwQaVQKUkry8PT0Y/oDyAGgnhaeyLiMTJOq6bwhouGNc3s23aE1hc+gJCIxpzJmPtvjLweAdRqNQ6HA5VKdU6dEGMhi5kzINJfRq6XkZGRkfnc8cYbb7Bjxw6KihI7b7300ks8+OCDPPHEE8yfP5/f//73XHHFFVRXV5OXlwfA9773PdasWcMrr7yC0Wjkvvvu48Ybb2Tr1q1nbc6pNMQcKWgyMzMBCPmDND+7NlLbYKgqpuLrK1CNSGVSqFVkTq0kc2olxSERd3MXtkN12A/V42nvJehwY9lxDMuOY0z8r7vQ5pki26aPL6HkC8tpeW4djuNNtL26iZLblsaeayTNbLSYGahupvHxt4alDGkLsjEvmkbW/EnDnKGUaVqUeh1BpwdBpUSTa0Sbm4U21yT9nCf9rM5KHx1VMugYc/+NtP5zPZbtR7HuPoGv307lN64ddW3CnEozS9zkUJsvLR593RbEkBjX/nlgMMVMadChL48vhgMON46aVgBMF4xLOI/M6WPQ5Jrw9Vilxqdfvjzm2PbXtxDy+lGlp1GwYmHc/YqiiHVw4W6aMyGJpp+ppXZlDooZZ21bQovr3OWz8XT0YdlxjM5VW9EVZEfS75R6HQVXL5BmEBLxdvXjHBQ2zoZ2vB39IIp4WnvQZEvvsaDbS+uLG7AOpiCqMvSUfvnySBQzFt0f7IOQiMpoIGtefDc6gKIbL8I+eOOg+/09FA5pYGqaPQHT7AmIoRC+XrsUBWvvHfzeh7erHzEYkp6vwfosURTpfncXnau3AaAryWXMt29AbRzuGKhSqUhPT8dul9I0z5agcbmSq7mTxcwZcGiwXmaGXC8jIyMj87mira2N+++/n/fee49rrrkm4fjf/va3fP3rX+euu+4C4IknnmDNmjX85S9/4Yc//CE2m41nnnmGF154gaVLpUX7s88+y6RJk9ixYwcLFiw44zmnImTCDBU0FouFNI2Wpr+sQdUi3fXPWjiFkjuWJbTpFRQC+ooC9BUFFK5chLfXiv1QPfZD9QSc7mFCJkz2wil4OvvpeX8PfZsPosvPjtnULyxm/JYBQoHgsPnoy/IRRakRomn2eMyLpqIfUxQz3WnMfTegyjCgNqUnsaAejkKlpPRLl6HNM9H51lZcde3U/OpFKWpVOCK6FQxG6iSSTTMDKc3Jb3PEba4YrpfJmFSesK+K/XA9hEQUGhUZk6PbGw9FUCjIXTqLtpc2YNl9QurBYxxth+042RoRvAXXLU7Yld7d1IWvR1pXZc1JvHAfMauEIzImliEoFYjBEAMnmuMKN0EQKLljGd5uC676Dpr/upaq799GWmne8HEKQUrPKjRjXjQVgIDLg6uhE1dDO7pCMz7LALW/eRn/YD1WxtRKSr98eeI6pgEX/dsOA1KtUjL9gjRmI7nLZ9P97i56PtiD+cIpo/reCAoF2jwT2jzTsLQ1MRjE223F09GHYWwxYihE2yub6NssGWOkTyil4hvXxhSBBoMBlUp11gTNwMAATqczqbFybtRp4g+GONYuPWGyLbOMjIzM54dQKMSXv/xlfvCDHzBlypSE430+H3v37mX58uWRvykUCpYvX8727VKa1t69e/H7/cPGTJw4kbKyssiYaHi9Xux2+7CvaJyOkAkTFjSBQACv14uvxwoCFN54sZRGdRo91rQ5JnKXzmLsd29m/A+/EHNc4XWLyRxccLW9somBE83R55gjRY0QiSwawyjTtFR+6zqm/PzrlH3lCgxji+PWbejLC9BkZ6QsZMIIgkD+FfMov+caBLUSX69tWGpbmKD7VL1OUgYAOabImj2eo5lkySwV52dOSZxiZh1MMcuYUpHQIjpM9sLJKA06xECQ3s0HRj0uBkO0vbwRgLTyfLIXJn6fhI0TtIXZ6OI0Ej11kCE/J/FUKdO0GMZJPWvCBfXxUKhVVHzjWtTZGYR8ARqekFz6EqHS68icUkHBigsxzZ6A2pSOriAbQa2k+LalVH7ruoRCBqB30wFEfxBlmhbz4mmJT3CQvMvnojIaEP1B2t9I3qpZUCrRFZoxzRqP2mjA12vHslNyWDPNHk/lv1yf8HWakZFBZmYmdrudgYGBpI89kvDnVbI9r2Qxc5pUdw7gDYTI0KmoMJ/bBmMyMjIyMp8cfvGLX6BSqXjggQeSGt/b20swGBxV+5Kfn09nZycAnZ2daDQaTCZTzDHR+PnPf47RaIx8lZaOLt4+EyETRqPRkJWVBUoFRTctofLe68hbPvusNM2L51glKATKvnoVaaV5pE8oRV+WF3WcJisDBsWHr3e0oMuYWJYwMnC2Mc0aT9X3bqXwhovImjdp1ONhW2ZILjKj0KjQZEuiLV7djKOmFdEfAIGEkZag24tjUCAaZyZOMTs1FzXmwZqKvi0HR7l+uVu68fZIcyy5bWlCYSiGQlj3SlGcrDkTk3xdDVEzSb4MI+YURxujOn6NRJ1poPJeyeHMNHt8Us/TSARBoPTLlzP+h18kZ8mMpM4t5A/QNygSzZfMjGkmEA2lTkPhdYsBGDjejN+WXHRjJNo8ExXfWEHustmU3XV1UpEhOHNBM/TzSq9PLPpATjM7bcLNMqeXGFGc5t0bGRkZGZlPNs8//zzf/OY3I7+vWbOGRx55hH379n0iul//6Ec/4sEHH4z8brfb+Z//+Z/I72dDyIRRq9VoNBoyJpWTmZ19RvtKBaVWzZj7bkCp18YUPoJSSVpJnrSoPf9PS4Rwal00xGAIXZGZoCt+/cZQ0sryURrSUGhjR1BU6WlkzZ9E0OmJWasTmUNIJO+KudgP1yes3xhJzpIZ+Hqs5Fx6wagCdn1FARN/eif2o40xz3/YPIIh8q9egHX3CUwJXMyGosk1Si5sSS60M6eOoX/HMTKnVhLyB1DGuY5h0kpymfCTOyP1L6eD2miImooXC4Vaxdjv3kLP+r3kxkitjEfWvEn4rQ6yF01NKgoUi4yJ5WRMTJx6OGq7wc+aVFPORn5eyTUz55hw8f+0YtN5nYeMjIyMzLlj5cqVzJ8/P/L7K6+8Qnd3N2Vlpyxpg8Eg3//+9/n9739PY2PjqH3k5OSgVCrp6hreVbyrq4uCAmmhV1BQgM/nw2q1DovODB0TDa1Wi1YbfSF8NoVMmKEWzUG3l87V2wi6vBRevxi16dy1KIi3KHe1dOOqb4+brjaSrvd24e8fIHPamKQX8f3bj6IrzkFfdnbc5XSFZib8x1dS2qbi6ysSjtGX5VN255VJ7U+p15I+rpTMKZVJCSq/zYm7uYvMaWNQZxoov/vqmGM1ZuMwR6x4KNQqci6ekfR4kATspP++O+nxIEUbJvz4SyltA6QkZMSQCAIxb3ZY951k4HgTukJzXFc1bX4W6RPLCDjcCUXpSASFMMyB7WwQdHlofWkjmuxMcpfNGmacEY1UBc2ZfF7JaWanSdiWeUaJXC8jIyMj81klIyODqqqqyNc3vvENDh06xIEDByJfRUVF/OAHP+C9996Lug+NRsPs2bNZv3595G+hUIj169ezcKHk8DR79mzUavWwMdXV1TQ3N0fGpILL5TrrQiYavZsOYNl1HL819W7pQY8PV1PsFLpkGDjWRM3Pn6ft5U0JG14OxX6wjr4PD0WtZYlGwOWh9cUN1Dz8QsQ++JOIdX8NjtrWpMe3vbyRut+/QsdbHyUcO3CsieM/fYamv7yTsHbE3dabVF3KZ5GOtz6i5e/vEfJHbyTpauikf+sRBo41xd1P/R9fp+Vv79GzYd+5mOYoHDWt9O84GvNxb68N6+4TdL+3K9JrKRHJppyd6Y0XWcycBh5/kJNd0pMyvdR0ficjIyMjI/OxYTabmTp16rAvtVpNQUEBEyacSo9ZtmwZf/rTnyK/P/jggzz99NP87W9/4/jx43zrW9/C6XRG3M2MRiNf+9rXePDBB9m4cSN79+7lrrvuYuHChSk7malUKpxO5zkXMgqdJlKnEhhS/5EM3l4btb9+ifo/vB63mD0RhvEl0l1rUaR/W+yF2EgCTmkxnujuchjLjmNSY1CtOqkmlGeL1pc2YDtQm1SHefvRBpqeeYf6P77BwIn4C+Uw4aiUo7oFV3NX3LH6ygIUKhUhr5+e9bEX2N5eG/V/ep2GJ1fRv+NYwjn0rN+Lp6s/qfn6rY6kal3OFaFAMO7j/TuP0fP+Hiw7j9O35VDUMQqtlBQV8vnj7ss46LZm3X1iWH3VuWCgupmGR9+g5bl1kdqlkfj7pXWvQqNCmeT7BhILmrMRQZbFzGlwrMNOICRiNmgoMn68BYUyMjIyMp986urq6O3tjfx+22238etf/5qf/vSnzJw5kwMHDvDuu+8OMwX43e9+x4oVK7jpppu4+OKLKSgo4PXXX0/52CqVCoPBcM6b1wmCEElNCjd/TAbHyVZqfvlPqdeM1xdZRDf+eQ1tr27CWdeW9IJVoVKStWAyIKWBiaFQUtsFHNLiMJlFmSiK9H0oWeSa5k5Mur5FDIYYONZE83PrqPtj6s+j/WgjfZsP0vjUaur/+Dqejr6447X52Wiy0hH9ARoeeyupyEjG5Ap0RZJldM8He+OOVaZpybl0JgC9mw/EFLAKjUoSmCGRlr+/F1f4uBo7aX9tC9X/7++0/ON9fP2x796LokjD429x4r+epXvdbgIDydVTxCLg9GA7WIftQG3ccaFAEOv+GhqeeIvq//f3mK9NZ0MHrc9/AED6xLKYNuJhx7iwLXcsshdMRqFREfIF6B90FRuJt9siCbwkIyXRGDjWRMNjbxLyBdBkZ8ascQpHPtXZmSnXC8YSNGcrFVaumTkNDrVYAan4/5NQACojIyMjc/6IVicT7W/33Xcf9913X8z96HQ6Hn30UR599NEzmk8gEEjaBehMURqkBpPJ3jnu++gQrS9uhFAIpUFHxT0rSJ9Qit/qwLbvJAC9G/ajMhowzqjCeEEV6VUlCMrY917Ni6bS8/4e/JYBBo41JayBEYNBQoPNKlWGxGLGebIV72DkwHzR9Pj7DoVw1rZj3VuNdX8NwSHpWJ7uflTpekIeHyGvn+Dg98jv3lO/awuySSvLI2NyOQPHmnCcaKb6f58j5+IZ5K9YiCqKM5s2x8jYB2+l/pHX8HZbaHhyNeV3X4Vp1viY8xUEgdzls2n5+zqs+05SeN2iUX1JhpJz6Sx61u8j5PHRu3E/BdeMToFUZxqo+t4tNDz+Fs7aNtpf20zA4aZg5YWj1kxBjxeNORNfn53+bUew7DqO+eLp5F8xb1SdiLezP5IW2PHmR3S+vR3jBeMwXzQdw9jYfYPCBAZcOGrbcNa04qhpxdPeC6LUCDLcEDOMKIq4m7ro33kM655qgs5Tr29nTSvpE4a7BvosAzQ+uQoxEESTZ5JsuWO8ZsPmDYkiM8o0LaZ5k+j/6DB9Ww6Sc8nMUefY/upm7EcaUGXoSSvNJa0kT/pemocmx5TQRc5+pIHGp1ZL8841MvY7t8SsD/L1SWJGY86Mu89YjKyhCf98NiLIspg5DQ61hp3MTOd3IjIyMjIyMiMIBKLn6p8LVHodPhi22IuGGAzS9urmSAM+XaGZim+tlHqnACgV5K9YiG1/DZ62XgI2J31bDtK35SDK9DSMM8ZinDmO9Amlo/raaPOyMIwrwVnTSt/WwwnFTDgqA6BKT5xd0fuhlC6kryhAXzraGloURVyNnVj3VGPdd5LACCtc/ZhCTLMn4OuzU/1ff0t4PADjzCqy5k6k8ts3YD9cT/trm/H12KQapd0nKFy5iOxFU0c1xNRkZTD2wVuo/8NreNr7aHrmHUK+ANmD0atomOZMpHPVNvxWBz3r91F866Uxx6oMOsxLZtCzbg+9G/eTu3RW1EiVMk3LmPtupOkva7Afqqf7vV0EnW6Kb186bM4ZE8uZ8J9fpX/rEbrW7iBgd9G7YT/9W4+Qu2wWuctmR/avKzQz4Sdfoe/DQ/TvOEbI48O6+wTW3SfQFZkxXzSdrHmTIuP9NgeOmkHxUtuKtyNKKptCgVKrRgwGEZRKfJYBLLuOY9l5HG/nkPGCQMakMrLmT0ZfOTxyEfL5aXxyFQG7C8VgT6NoYjNyyHBkxpf4fZpz8Qz6PzqMt8uCo7qFjIllwx4PR+sCAy4GjjUNq8NR6DSkFeeQVppHWmkeptkThrnO2Q7V0fTnNYiBINq8LMZ+9+a4Jh7hyEzYHvx0GClozlYqrCxmToNDQ2yZZWRkZGRkPq+E+27ESzMLONw0PbPmVCPHaWMo++qVwxbB6gw9BVcvoODqBXi7LVj312DbX4u7uYugw03/1iP0bz2CMk1L/jULRrlAmRdPw1nTiv1wPX6bA7Ux9qIsXC8DidPM/DZnJA3JfPHoqEz/zmN0rt4+qlFnWlk+ptnjMc0eH1n8udt7R20P0p16hVaNQqdBqdWg0KrRFkqpX4IgYJw+loxJ5fRu3E/X2p0EnR5a/7me3g8PUXzrJaRXlQzbnzrTwNjv3kL9n97A3dwlFaP7/DGdwhQqJTmXXkDHGx/Sv+0I+dcsRGWIvRjPXTab3o0HCLq89G45SP4V0V2zFBoVFV+/lpbn38ey4xh9Hx0m4PRQ9tUrh1kpK1RKcpbMIGvBZHo37adn3R6Cbi9d7+ykd/NB8i6fS86SmSg0KnSFZopvvZSC6xZj3VNN34cHcTd342nvo+2ljXS8+RGmuRPJufQC6h95lYB9eCqaoFKiryjAMK6E9HHF6CuLUGrVOOvb6Xx7O47q5mHta7SF2WTPn0zWvElRF/qiKNLyj/dxN3eDIFD+tavR5ce3LQ8LikSRGZBsofVji3DVtdO35eAoMTPhp3fiae/F3dqDu6UHd0s3nrYeQr4AIY8PZ107zrp2BKUC09yJke1sB2pp/PMaCIXQFmQz9js3xX3PwKnIjPoMLKrPFbKYSRGHN0Bdj+TaIkdmZGRkZGQ+aahUH9+/9nAjylhpZp6OPhqeeAtfj3QTMO+KuRRcuyhu+os2L4v8K+aRf8U8fH02bAdqse6vwVXfQdDtjdr80jizKpLy1r/9WFxb2qGpX/EW7SDV4RAKodRrMc0a3f9EUCojQkZXlDMoYCagzTONPq9cE+N++AWUOs2ggNGg0KgTpgKBZF2cd/lcsuZNouOtj7DsPI6ntYe6376CeckMSm5bOmy8Kj2Nsd+5ifrH3sRV107bixsQ/QFyl82Oun/z4ml0rd1JyOOjb8tB8q+aH3UcSMLTfNF0ejfso2f9PnIuuSBmvxZBqaD0S5ejMujoWb8P2/4aGtxeKr5x7ahGkEqtmvwr5pFz0XS6399L78Z9BJ0eOt74EMvO44z/9y9F0qyUWjXmRVMxL5qKq6mTvi2HsOypJuT10//RYTImlWOoKsF+uB7DmEJJvFSVSCYGUXrSiMFQpHmo0qAja+5EshZMJq00L276Wve7u7AOutsV3XgxmZMrYo4Nk2zNTJici2fQXNeO7VAdPsuA1CA2vC+1Cn15AfryU9EiMRTC223F3dI9KHKk1LxwRNO67yRNf3kHQiK6IjNjHrgJdWbiHjjh13m8NMREDK2RgdT70MRCFjMpcrjVhihCkVFHbkbqnWBlZGRkZGTOJSqVCpfL9bHUzcQzABCDQeoffRN/vx1BraT0S5eTNeTucDJozEZyl80md9lsqa7mYC2Z08eMGqdQq8iaP2kwRekweZfPjSkSwrbCyrTYTThBWhT2fSSlmGUtmDKqMSRIUab8q+djmjUeXVFO3HNRqFVn3KNGbUqn7M4rMV88g/ZXNuFq7CStOPpxw6lejU+8haO6hfbXtoAgRO1tokzTYl48jZ4P9tK7+QC5y2fHbUSZd9ls+rYclKJmHx2KKZJA6nlSeOPFKNPT6HxrK44TknPW2O/dGvU5Uup1FF63iJxLZtL93i76PjxE1vxJMUWFvrwA/ZcLKLrpYvp3Hsd+qA7j9DEYqoqlKJAq9nMcxjC2mOzF08icXEHG1MqktrEdqKVz9TYAshZOIWfpBQm3gVM1M2IgiBgKjUoVHIlxZhWq9DQCDjf9Ww9TsOLCuOMFhQJdQTa6guxR7zfr/ppTQqYkl7EP3JSUo1/Q7Y28x0+3eWisYv+zIWhkN7MUOdxmBWCanGImIyMjI/MJJBAI4HQ64/Z1OFuEoyTRnK0EpZLSLy1HnZ1B1fduTVnIjERtSidnycyY9QjmRdMAKR3GcbI55n4iYibBIm7gaGPEjtZ80bSoY5RaNQUrLkwoZM42hspCqv71dsq/voLsC6fGHKfUqqn8l+vJmFqJ0qAblaY0lJxLLwCFgoDdhSWGe1YYtTGd7EXScbvf35Ow/kMQBPKvmEfJF5aDQkHOpRckjEipjQaKb72Uif/1VXKWJG6mqdTryL30AsZ+52YEpRJ1hj4pUQKS4Cr9wnKMM6uS3sY6aFihH1NIye1LkzaECkdmILm6GYVaFbnWfR8dRgzGt4eOR1pJLupMA2mleYz9zs1JW5MPdZk7nZqZWEIm2T40iZAjMylyUC7+l5GRkZH5BBMIBDAYDGcthSMekZoZd/SamYyJ5Uz8z6/Gvct/ttAVmtGPKcTXbSUwELupY9isINFCLujxocrUoys0J6yDOB8ICgHTYC+SeCjUKiq+cS3+Pjva/KyY4zRZGWTNmYCjti0SPYhH3mVzsGw/SuaUSkI+f9TI1UjMi6eRMakspVSlM0lrOpeUffVKdEU5ZF84JaXX99DrFPL6R6XbRcO8eDrd6/agzcvCb3OddnREm2ti7PduQWnQxTUpGEk4xUxQKVElkZI2lET2yyNNAU7n80oWMylyqNUKwAxZzMjIyMjIfELR6/VotdpzLmiMF1ShK86Jm3MfXuj5bU78NgeqdP1pL8YSUX731agyDXHvrmcvnIJhbDGCMv6d9Ky5EzHOrEro1DYSV3MXCrUKdXZmzFqSjxuFShlXyIQpuuUSlDpNXCvsMJrsTCb/39ej1jDF3e4TKk5iIYbEqFEkQaGI1GZ52nulPi25poR1WGqzkcp/uR6FRh25GZAIjTmTST+7+7RtkYeizTVFfvZ2Wwn5A2iyM+L2TzKML2XcD79AYMCVVI1XmGT7yJypoJHFTApYnD5a+qW7PdOKP11vRhkZGRmZzxdn447nSEIjmlJqc0yn7JUT0PDEW7ibuii49sK4BeaxEEUxYSpPvBQYv82BoFKhNqXHtaAFaQFr3X2Czne2U3nvdQnHD6XpmTX4emwU3740poPYJ5VEC/GRpCpkPilYdh5HUCvj9uAB6TVX/6fX0RWayb9qfsxoXu1vXybo8lJ+zzUx9+lu7UEMBtGXFyS0D4/G6QgZx8lWDOOKY75vut/bRf/2o5hmj6f8a9fE3I9Sq0653ivVhphn8nkl18ykQNiSucKsx6j/ZNxtkZGRkZGRicXZykkH8Pv9+Lw+gkm6MI0kHL05nc7tvn47db97BVdz12kd229zUPf7V6n/w2sxO9cPQwzR+c4OfD02OlZtTelYYTvgZByiZD5+PB19tLzwAU1/XkPfR4fjjrUfrsdxopnejfsjrmDREAajj6I/ej3LQHUztb99mYbH3sLXZzv9yadAz/q91P3+FTpe/xBRFKOO8Vkld161Kbpw6Nmwb1i9TLKkKmTCnO7nlSxmUuBQixWQ62VkZGRkZD49nA1B4/P5sFgsiH4/db97ma53dxH0+FLahypTclfz250JRg7HUd3CyYdfwFnbRtPTbxPyp94U1NXUFbGrrX8ksaARlEoKV0quUfaDdTjr2pI6TtDji1juhs83FfwDLnq3HIyYFJxPfP12vN2W8z2NpAkMuOh6Zwe1v30ZMRR98R7yBWh65h1EfwB1dgbGWbFrjsRgiI43PwIgfWIZGZPKY44Np1LGem2qjekIgkBgwEX9Y2/GtDI/W/RtPSK514H0HMa4Hn6r9HmgzhodebQdqqP91c1U/8/f6dt6JKYgGsnpCpkwQz+vXK7kbnzIaWYpIDfLlJGRkZH5NHImKRw+n4/e3l5UKhWC3UPILdC5ais9G/aRt3w25iUzk6oNCRcOj2xkGAtRFOndsJ/2N7ZASESp11J8x7LTMhMwTh9L2V1X0fzs2oigGfOdm+IWQRsvGE9a2V7czV20v/kRVQ/emjDNbWjUKdlC6YDLI/XS2VON42QLDNZomBePbtKZKmIwiKfLgqelR+o50tpN/lXzSR9fGmVsCGdDBwNHGrAfqcfT3kfWvImUffWqmPsP+QP/v707j46iyvcA/q3ek3Q6CZ2drKxhCTtiQAcVxqiRRR3EMUCYUcEHyOIcFwYjIgKOOgPiezKu4DAIyDxARNSHiCwSlrAGgxBCCFsWEpJ0tk5v9/3RVHU66XQ6nV7S4fc5Jwe6urrqXm6o+v361r0Xhpp68091HfzjImw+isVMDLqyStRdKUX9lRLUXy1FYN8EhP9+WLvrqC0qx82fTqDi6DmhZ0Rz9hKCBnRvtu+N/90H7Y0yQMQh/k+P2G3/W4d/RUPxLYADoh67124ZOKl5jFZLyYwisgsSZo7DpQ+2oqHoFi5/shOJsx9zeOY0wNyWhup66DW1MFTXQRqkhF9MWLP9Ko+fx7UvdwMAlL1iEf9sWotjoPQVfM9M82SG4zhhSuhrG3aj6uQFxDz9e7vj3dqbyPD4z966dcuh/SmZaQN+8D/1zBBCCPE1ziQ0fCIjlUqhUqmgldcjpGci9EcuwFhTj6LtB3Hzx+MIe3A4Qn83wGra2aakgeaeCkceMzM26HFtw25hQUJFTBgSZjwqjM/Je2cjtCUV4EScOcEQi8x/ikTmAcoiDhxn/nuPl/8IsVyKkGHmRS8dTWg4EYeox+7Bpff/F3X5N6DJsR0gN2Zo1OsktdMzY9TqoMm5hMrs86jOvQxmtIxFEilkMNY14OLKLagvLDbXSXz7RySyvBaJwIk5cGIxEmdPhEgqQf1180rw2mvm5EVbVA5msH70KbBPvJDMGGrqUZ17GZqzBajOvdxsvaDagmJozhag9uL120lLHQzVlj9NTXrnEmdNRGDfeHMv2O2kpe5KKeqvljbbVySV4PLlItRcuAZwnLnduNvtybdro78nzpooDF5njKHm3BXc/Ok4qnMLLce8vV6OrfEdlSfzUH7AvG5Q5KMjEdA9uuX2adCjeGcWAPNEEP6x4S3uy9cFAJidXkNlr1jEpP8eV//1A2rOX8W1jXsQO+X3VglyQ1klqk7kQa+pg6G6DgZNLQyaOug1tc0molCPHoSYyfdbbdP8WoAr674HGOCfEImE58e3mPwb6xuENpGGNL8WqJK7oXfmNFzbvBdVJy6gOrcQ59/6F6KfGI0uI/s1S+xra2tRV1fX7kSGFxgYiIYG27MkNkXJjINKNFqUaBog4oD+Xds/mwQhhBDiaW1JaBonMmq1GgaDAZzYPINTYNo9KP2/bJQfOANDTT2Ktu7HzR+zEf7gcKjvGWBzml7LY2b2k5mGskpc/ugbaK+XAQCChychNn2sVaJkrG+AqYXpoJtqHHO1NaEJ7B2HwL7xqM4tRNHXB6Hql2h3pi++biKFrFliZ9IboDlbgMrj56HJKbAKfDmpBKrkbggZ1huB/RIgkkpQeTLPoXVIAKAy+zxu/Gdfi++L/OTwiwkz/8RHouT7o9D8WoC6S0VAk8eHFNFqBPZPhKp/IgISo1G0/QBu7jnReiE4DtqSWyj87NsWV7cXyaXmMsRFIKBHV/PCmw7OFsdMJpj0BlQc/Q1lP52AtqhceE8WFoSw+4cg5O6+Nqc61pVrcO3ft3sresci/EH7PUJlP52AoaoWnESMyHH2F6kELGNmTAbbY2Z4Xe7uC11ZFUp2HUZF1q+QhwULM6IBgK5MIzzaZvd8YlGz9WZq8q7h8sffgBlNUESrkTj7MbvTPutvj5cBzNNy2yIJ9EfCs2moPNET1zf91GIvDb+2VXBwsEtnTnR04V9KZhx0+vZ4mZ7hgfB3YC51QgghpCNyJKFpmsiImqxSLg1Souuk+xD++2Eo+eEYbv2SA4OmDjf+sw+lu7MR/cRoIXHg8cmMqb4BJr3B5jfGml8v48raXeYeAhGH6Md/Z15gscm3wF0n3w9jvQ5gzDw+wmgCYybz300MzGQS3uPE1o/ytDWhiZpwD6pzC9FQdAu3juRCbWeRSv4ROlvjZYx1DSj89FsheeDEIgT2S0Dw0N5QJXdrFnh2/cNoGGq15l4bk7luzGgEMzLza6MJ7PafjRftlKlVUPCJS0w4/GJCIe2isvo3vLFlL7Q3zMkAJxVD2SsOqtsJTNNZs+RRaih7xUKs9IMk0B+SQD9I+L8rLX8X+yvAjEYU3w7GRQoZ/GLD4R8XDr+4CPjFhkMeHmy14r1E6Qf1vQPM7cZutx0zAQy3t91uU2bu9Ti36FOr8UQBPboibMxQqJITrY7bGDMaUfj5LhjrGyBR+iEu46EW9wXMPYelu7MBAKGjBzk0lbTQM+NA8hmRdjd0ZZWoOPobinf8AplaJSwoKw1Rwi82HBKVv/nfV+UPqSoAksDbf6r8IVEFQOwvt2rPuislKFjzNZjeCFlYELq98HirM9Pxj5hBxLU6vit4SC8oe8bY7KVBUhT0ej2USqVb17Syh6JyB+XcHi+TTONlCCGE+Dh7CU1riUxj0mAlYibfj/AHh6GUT2qqam32XkgDLWNIDNV1zaZRLtt/Gtc3/wQwc5Ab/2yazbEdgHkxzvZoS0LjFxuO4OFJqDz2G0p2ZiFkWFKLC0Tyj5nZmslMGhSAwD5xYMx8ftXA7nbHbAR07+pwfUw6PbovmAS/rqEOTZfcJaUfGkoroeqfCGXvWLuPB6pH9rebwDXGiSRIeH4C5GHBkIUGtbomibJnjEPHBcyPlklU/jDUNSB4aC+EjRni0HTBxTsPo66gCAAQm5Ha6jTbJd8dgUmrg9hPjvBGvSb28GNfTIbWkxmO4xCT/nvoblWj9uJ1XF3/f5CGBELZoysUEV3Qa2G6Q+fkaYvKcemDrTBpdZAGK9F97hOQBrU+lbiOH/yvCrCb3PFa6qUJeupeSKVSBAR4b/Y+r89mdv36dUyZMgVqtRp+fn5ITk5Gdna28D5jDK+//jqioqLg5+eHsWPHIi8vz+PlPH3NnMwMpGSGEEJIJ2BrlrO2JDKNyUICEfPUA0ha8idEpN2NoIE9mu3T+NtfW5MA+MdHgBOL4Z8QiZ4L01tMZFwlZFhvxP3pYYDjUH+1FJozl1rcN3LcSHBiEfSVNSj7+WSL+/EztbX0TXfirIno/sLj6JLSr00rsLdGJJNC2TPG4XVfwsYMRcwfx0CV3M1uIuMMVb+E2z0wji+u6AiO4xA75UH0fesZxP/pYYcSmerfrqD0/44CMNdZ1c/++i4NpZUo228eVxP+0F0Or7vDyRzvmQHMPTkJM8dDHh4CZjCaH81zYpY+ACjadgDGWi3ESj90e+Fxhxcl5R8zszVexp7gIb3QO3Magob0gn+3KAT2TYBE4t2+Ea+evaKiAqNGjcL999+P7777DmFhYcjLy0NIiGWV2nfeeQerV6/GF198gcTERGRmZiI1NRW5ublQKDyzWBNjjAb/E0II6XQa99DodDo0NDS0OZFpTNZFhci0FJvviRQycFIxmN5oc3pm//hIdJv7OPzjI52ascwZfA+NvrIGXe7u2+J+8tAgqH83EGV7T6L24nXgweE29xMeMwu0/S21I9+Ak5b5J0S2aX95RAgCuneFSWdA5IRRre5fW3ADHAdIQgIRet8gh88jkjg2ZqYxSYACibMnouDD7YhJH+v073zc9IdQuPZ7RI5LgSJK7fDn9BW3e2basCAsj++lMWp1qKqraf0DbubVZOZvf/sbYmNjsXbtWmFbYqIla2aMYdWqVXjttdcwYcIEAMC//vUvREREYPv27Xjqqac8Us5rFfWorNNDKuaQFOWd5wEJIYQQR4hEIhgMBuh0jq0DI5fLIZVKhTUd+MH+Ten1ehgMBlRVOb/oH9cvFhyAGhhgtDXtahd/6Ko1Th/fKd3CIEFYq9PAyu7uieCuwVD2jm1xX0NMMDgWC31YgMPTyhL3Cpn2AEz1DajUOPB72zMS4fMnwFBZh8o2/B7qwpXg+sVAF9rGdhcDYbMfhU4katfvS/AffwctAG0bjqEPV4IbEAdD1+B2nbuqqgoGgwF6vXOL6dpj6zpki1eTmR07diA1NRWTJk3Cvn370LVrV8yaNQvPPfccAKCgoADFxcUYO3as8JmgoCCMGDECWVlZNpOZhoYGq6nc+OeB2+P07V6ZpEgV5G2YE5wQQgjxtODgYJSXlzvcs2IymayChmvXrtl8bMRkMoExhl27drX/sZIs69XUGWPQ6XQwmcxTFItEIshkslbXdXG1xkEZx3GQyWTN/x1zjtg/iBhAXjmQ1/LjaPaYTCbodDphkUKpVOrxx3h8qj3c5faIB4fbQwLg6i3g6q8uL4rb2oMDcLXM4TLbag+TyYTKykpwHOfytuHr2xqvJjOXLl3CmjVr8OKLL+Kvf/0rjh07hrlz50ImkyEjIwPFxcUAgIgI6+ciIyIihPeaWrFiBZYsWeLScp65RotlEkII8Q18gONIYGE0GqHX64XAxGAwwHh7yleZrPm0rowxoSfHVRhjqKiogMFgEB4zr6iogNFoREhIiMcC6NraWtTW1kKpVMLf3x8VFRWoqalBSEiIS+trj16vh0ajgUQiQUhICOrq6lBTUwOlUumxAdbUHhbUHhYttUdgYCBEItGdm8yYTCYMGzYMy5cvBwAMHjwYZ8+exT//+U9kZGQ4dcyFCxfixRdfFF5rNBrExrZvEKFlvAwlM4QQQjo+RwIL/ltWkUgEuVwOkUgEiUSChoYG4T25XG71GZPJBKlUajPRcYbJZEJ5eTlMJhPCw8OF40qlUpSVlUGj0Tg9fqctqqurUVdXZ7VORnh4OMrLy1FVVYXQ0FCX1bklOp0OVVVVkMvlQp3lcjkkEokQULt76ltqDwtqDwt77VFdXQ3GGMRiscvL4Wii5tWRaFFRUejb13rAXZ8+fXDlyhUAQGSkeaBXSUmJ1T4lJSXCe03J5XKoVCqrn/YwmRjOXjc/qkaD/wkhhHQG/JgajuOERIbHB2wGg8HhFbidwQdqer2+WXAqk8kQGhoKvV4vBHPuUl1dDY1G02zlcpFIBLVaLQSOjo5Bcoa9WeRszTrnDtQeFtQeFq21B3+tMBodn/zA1byazIwaNQrnz5+32nbhwgXEx5vnj09MTERkZCT27NkjvK/RaHDkyBGkpNieLcXVLpXVoKbBAIVUhJ7hbZ/xgRBCCOlI7CUyPHcnNPYCNZ4nAraWAjWeJwJoR6bDdncATe1hQe1h4Uh7BAcHg+M46HQ6hwfsu5pXk5kFCxbg8OHDWL58OS5evIgvv/wSH3/8MWbPng3A3L00f/58vPXWW9ixYwdycnIwbdo0REdHY+LEiR4pIz9epn90ECQ2FgEjhBBCfIUjiQzPXQmNI4Eaz50BW2uBGs+dAXRb1vVxVwBN7WFB7WHRlvYQi8VuSWgcrY9Xo/Phw4dj27Zt2LhxI/r374+lS5di1apVSE+3rH768ssv44UXXsCMGTMwfPhw1NTU4Pvvv/fYGjN8MpNM42UIIYT4sLYkMrzGCY0rgsa2BGo8dwRsjgZqPHcE0M4sUOrqAJraw4Law8KZ9pDL5S5NaAwGg8PH8XpXw6OPPoqcnBxotVqcO3dOmJaZx3Ec3nzzTRQXF0Or1eLHH39Er169PFY+flrmgTRehhBCiI9yJpHh8QmN0WhsV5DiTKDGc2XA1tZAjefKANqZwJnnqgCa2sOC2sPC2fbgry2uSGja+uWJ15OZjkxvNCH3Bj/4n3pmCCGE+J72JDI8uVwOsVgMk8mE2traNn++PYEazxUBm7OBGs8VAXR7AmdeewNoag8Lag8LV7RHexOaxtcrR6fgpmTGjmqtAQ8khaN3RCAS1J6ZT5wQQghxFVckMjx+wcKampo2BWyuCNQal8HZgK29gRqvPQG0KwJnnrMBNLWHBbWHhSvbw9mEpun1yiemZu7ougTIsGbKUPyw4HcQiTy76i0hhBDSHq5MZHgSiQRKpdLhgM2VgRrPmYDNVYEaz5kA2pWBM6+tATS1hwW1h4U72qOtCU17rleUzBBCCCGdjMlkcnkiwwsICHAoYHNHoMZrS8Dm6kCN15YA2h2BM8/RAJraw4Law8Kd7eFoQtPeL14omSGEEEI6EY7jYDAY3JLI8FoL2NwZqPEcCdjcFajxHAmg3Rk486g9zKg9LDpKe7SW0LiiB5mSGUIIIaQT4YMBdyUyvJYCNk8Eajx7AZu7AzWevQDaE4Ezj9rDjNrDoqO0R0sJjasehaVkhhBCCOlkpFKpWwM1XtOAzZOBGs9WwOapQI1nK4D2ZODMo/Ywo/aw6Cjt0TShceWYPokLy0oIIYQQLzMajQ7PAuQKfDCk0Wig0WjAcZzHAjUeH7CVlZWhqKgIADwWqPH4ALq8vBw3b94UyuWpwJlH7WFG7WHRUdpDLpejoaEBDQ0NVtva2x7UM0MIIYSQdgkIsCxfIJfLPRqo8WQyGeRyuc0yeYpIJIJKpRJeq1QqjwbOPGoPM2oPi47SHo3XjnFVDzIlM4QQQkgn4sleGcAyBoDjOCgUCmi12nathO6s6upqaLVaKBQKcBzX7pXQnaHT6VBeXg6pVAqpVIry8vJ2rUzvDGoPC2oPi47QHo0fLWvPwppNUTJDCCGEdCIikchjQUrTMQBqtbpdK6E7q/EYALVa3e6V0J3ReExGaGgoQkND27UyvTOoPSyoPSw6Qns0TmQUCoWQVLkioaFkhhBCCOlk+AG27tTSYGZnV0J3lq3BzO1ZCd0ZtgaXt2dlemdQe1hQe1h0hPawNdjfmYU1W0LJDCGEENKJGI1GAHDZIxy2tDYrk6cCNnuzMnkqYLM3S5anAmhqDwtqD4uO0B72Zi1zVUJDyQwhhBDSyUilUpc+k96Yo9PLujtgc2R6WXcHbI5M9+vuAJraw4Law6IjtIcj0y+7IqHp9FMzM8YAmKfEI4QQ4jn8dZe/DhP34/+tGWMQi8XQ6/VoaGiA0Whs96xBjDEwxoSgJygoqNXH2cRiMeRyOW7duoWGhgb4+/u3qwy8uro61NbWIiAgAGKxGHV1dXb3VyqVqKqqQnFxsctmtDIYDKiqqoJYLIafnx+0Wq3d/f38/KDX61FSUoKgoCBIJO0PwUwmEzQaDYxGI7UHtYfAk+1hNBphMpnAGBN6hQHzvwVfd4lEAqPRaPV+U7auV3xy1do9hGOd/C5z7do1xMbGersYhBByx7p69SpiYmK8XYw7At3zCCGdTWv3kE6fzJhMJty4cQOBgYFOTVep0WgQGxuLq1evWs1Vfqeg+lP9qf5Uf2frzxhDdXU1oqOjvbK2w52ovfc8b+uM/+eoTr6B6tTxOHoP6fSPmYlEIpd8I6hSqXzyF8FVqP5Uf6o/1d8ZQUFBLi4NscdV9zxv64z/56hOvoHq1LE4cg+hr8oIIYQQQgghPomSGUIIIYQQQohPomSmFXK5HIsXL4ZcLvd2UbyC6k/1p/pT/e/U+hPP64y/c1Qn30B18l2dfgIAQgghhBBCSOdEPTOEEEIIIYQQn0TJDCGEEEIIIcQnUTJDCCGEEEII8UmUzBBCCCGEEEJ8EiUzrfif//kfJCQkQKFQYMSIETh69Ki3i+QRK1aswPDhwxEYGIjw8HBMnDgR58+f93axvOLtt98Gx3GYP3++t4viUdevX8eUKVOgVqvh5+eH5ORkZGdne7tYHmE0GpGZmYnExET4+fmhe/fuWLp0KTrrfCn79+/HuHHjEB0dDY7jsH37dqv3GWN4/fXXERUVBT8/P4wdOxZ5eXneKSzxac8//zw4jsOqVata3be1+69Wq8Xs2bOhVquhVCrxxBNPoKSkxE0lt9Dr9XjllVeQnJyMgIAAREdHY9q0abhx40arn+2odWprrLNlyxYkJSVBoVAgOTkZu3btsnrf29cMZ2OYjl4vnqNxia/Up90YadGmTZuYTCZjn3/+Ofv111/Zc889x4KDg1lJSYm3i+Z2qampbO3atezs2bPs1KlT7JFHHmFxcXGspqbG20XzqKNHj7KEhAQ2YMAANm/ePG8Xx2Nu3brF4uPj2fTp09mRI0fYpUuX2A8//MAuXrzo7aJ5xLJly5harWY7d+5kBQUFbMuWLUypVLL333/f20Vzi127drFFixaxrVu3MgBs27ZtVu+//fbbLCgoiG3fvp2dPn2ajR8/niUmJrL6+nrvFJj4pK1bt7KBAwey6OhotnLlSrv7OnL/ff7551lsbCzbs2cPy87OZnfffTcbOXKkm2vBWGVlJRs7dizbvHkz++2331hWVha766672NChQ+1+rqPWqa2xzi+//MLEYjF75513WG5uLnvttdeYVCplOTk5wj7evmY4E8P4Qr0Yczwu8ZX6uAIlM3bcddddbPbs2cJro9HIoqOj2YoVK7xYKu8oLS1lANi+ffu8XRSPqa6uZj179mS7d+9mo0ePvqOSmVdeeYXdc8893i6G16SlpbE///nPVtsef/xxlp6e7qUSeU7TZMZkMrHIyEj27rvvCtsqKyuZXC5nGzdu9EIJiS+6du0a69q1Kzt79iyLj49vNZlp7f5bWVnJpFIp27Jli7DPuXPnGACWlZXlljrYc/ToUQaAFRYWtrhPR61TW2OdJ598kqWlpVltGzFiBJs5cyZjrGNeMxyJYXyhXm2JS3yhPq5Cj5m1QKfT4fjx4xg7dqywTSQSYezYscjKyvJiybyjqqoKANClSxcvl8RzZs+ejbS0NKvfgTvFjh07MGzYMEyaNAnh4eEYPHgwPvnkE28Xy2NGjhyJPXv24MKFCwCA06dP4+DBg3j44Ye9XDLPKygoQHFxsdX/g6CgIIwYMeKOvBaStjOZTJg6dSpeeukl9OvXr9X9Hbn/Hj9+HHq93mqfpKQkxMXFeeX3sqqqChzHITg42Ob7HbVOzsQ6WVlZze6Lqampwv4d8ZrhSAzjC/VqS1ziC/VxFYm3C9BRlZWVwWg0IiIiwmp7REQEfvvtNy+VyjtMJhPmz5+PUaNGoX///t4ujkds2rQJJ06cwLFjx7xdFK+4dOkS1qxZgxdffBF//etfcezYMcydOxcymQwZGRneLp7bvfrqq9BoNEhKSoJYLIbRaMSyZcuQnp7u7aJ5XHFxMQDYvBby7xFiz9/+9jdIJBLMnTvXof0duf8WFxdDJpM1Sx688Xup1Wrxyiuv4I9//CNUKpXNfTpqnZyJdYqLi+1eDzraNcPRGKaj16utcUlHr48rUTJDWjV79mycPXsWBw8e9HZRPOLq1auYN28edu/eDYVC4e3ieIXJZMKwYcOwfPlyAMDgwYNx9uxZ/POf/7wjkpmvvvoKGzZswJdffol+/frh1KlTmD9/PqKjo++I+hPirA0bNmDmzJnC62+//Rbvv/8+Tpw4AY7jvFgy5zWt03fffYd7770XgHkygCeffBKMMaxZs8ZbRSR2dIYYhuIS++gxsxaEhoZCLBY3m0WkpKQEkZGRXiqV582ZMwc7d+7E3r17ERMT4+3ieMTx48dRWlqKIUOGQCKRQCKRYN++fVi9ejUkEgmMRqO3i+h2UVFR6Nu3r9W2Pn364MqVK14qkWe99NJLePXVV/HUU08hOTkZU6dOxYIFC7BixQpvF83j+OvdnX4tJI4ZP348Tp06JfwcOnQIpaWliIuLE66nhYWF+Mtf/oKEhASbx3Dk/hsZGQmdTofKysoW93FXnYYNGwbAksgUFhZi9+7dLfbKdMQ6taVcTUVGRrZaD36bo8d0l7bEMB25Xs7EJR25Pq5GyUwLZDIZhg4dij179gjbTCYT9uzZg5SUFC+WzDMYY5gzZw62bduGn376CYmJid4ukseMGTMGOTk5zW5e6enpOHXqFMRisbeL6HajRo1qNo3lhQsXEB8f76USeVZdXR1EIuvLo1gshslk8lKJvCcxMRGRkZFW10KNRoMjR47cEddC0jaBgYHo0aOH8DNjxgycOXPG6noaHR2Nl156CT/88IPNYzhy/x06dCikUqnVPufPn8eVK1dc/nvZtE5+fn5CIpOXl4cff/wRarXa7jE6Wp3aUq6mUlJSrPYHgN27dwv7d4RrhjMxTEeulzNxSUeuj8t5eQKCDm3Tpk1MLpezdevWsdzcXDZjxgwWHBzMiouLvV00t/uv//ovFhQUxH7++WdWVFQk/NTV1Xm7aF5xp81mdvToUSaRSNiyZctYXl4e27BhA/P392f//ve/vV00j8jIyGBdu3YVpmbeunUrCw0NZS+//LK3i+YW1dXV7OTJk+zkyZMMAPvHP/7BTp48KczM9Pbbb7Pg4GD29ddfszNnzrAJEyb45PSdpGOwNZvZAw88wD744APhtSP33+eff57FxcWxn376iWVnZ7OUlBSWkpLi9vLrdDo2fvx4FhMTw06dOmV1j2xoaPC5OrVWrqlTp7JXX31V2P+XX35hEomEvffee+zcuXNs8eLFNqf89eY1w5EYxhfr1VjTuMTX69MelMy04oMPPmBxcXFMJpOxu+66ix0+fNjbRfIIADZ/1q5d6+2iecWdlswwxtg333zD+vfvz+RyOUtKSmIff/yxt4vkMRqNhs2bN4/FxcUxhULBunXrxhYtWmQVqHQme/futfn/PSMjgzFmnsIzMzOTRUREMLlczsaMGcPOnz/v3UITn2UrmYmPj2eLFy+22tba/be+vp7NmjWLhYSEMH9/f/bYY4+xoqIiN5eesYKCghbvkXv37vXJOtkr1+jRo4VrAe+rr75ivXr1YjKZjPXr1499++23Vu97+5rhSAzji/VqrGlc4uv1aQ+OsU66pDUhhBBCCCGkU6MxM4QQQgghhBCfRMkMIYQQQgghxCdRMkMIIYQQQgjxSZTMEEIIIYQQQnwSJTOEEEIIIYQQn0TJDCGEEEIIIcQnUTJDCCGEEEII8UmUzBBCCCGEEEJ8EiUzxGfdd999mD9/vreL0QzHcdi+fbu3i+E2b7zxBgYNGuTtYhBCCHGjzz77DA8++KDbz/P9999j0KBBMJlMbj8X6ZwomSE+a+vWrVi6dKnwOiEhAatWrfLY+VsK6ouKivDwww97rByEEEKIK2m1WmRmZmLx4sVuP9dDDz0EqVSKDRs2uP1cpHOiZIb4rC5duiAwMNDlx9XpdO36fGRkJORyuYtKc+fQ6/XeLgIhhBAA//nPf6BSqTBq1CiPnG/69OlYvXq1R85FOh9KZojPavyY2X333YfCwkIsWLAAHMeB4zhhv4MHD+Lee++Fn58fYmNjMXfuXNTW1grvJyQkYOnSpZg2bRpUKhVmzJgBAHjllVfQq1cv+Pv7o1u3bsjMzBQC7nXr1mHJkiU4ffq0cL5169YBaP6YWU5ODh544AH4+flBrVZjxowZqKmpEd6fPn06Jk6ciPfeew9RUVFQq9WYPXu23eCe7xVav349EhISEBQUhKeeegrV1dVW9WraUzVo0CC88cYbwmuO4/DRRx/h0Ucfhb+/P/r06YOsrCxcvHgR9913HwICAjBy5Ejk5+c3K8NHH32E2NhY+Pv748knn0RVVZXV+59++in69OkDhUKBpKQkfPjhh8J7ly9fBsdx2Lx5M0aPHg2FQkHfyhFCiIvdvHkTkZGRWL58ubDt0KFDkMlk2LNnT4uf27RpE8aNG2e1zdaj3RMnTsT06dOF1wkJCXjrrbcwbdo0KJVKxMfHY8eOHbh58yYmTJgApVKJAQMGIDs72+o448aNQ3Z2ts17DSGtoWSGdApbt25FTEwM3nzzTRQVFaGoqAgAkJ+fj4ceeghPPPEEzpw5g82bN+PgwYOYM2eO1effe+89DBw4ECdPnkRmZiYAIDAwEOvWrUNubi7ef/99fPLJJ1i5ciUAYPLkyfjLX/6Cfv36CeebPHlys3LV1tYiNTUVISEhOHbsGLZs2YIff/yx2fn37t2L/Px87N27F1988QXWrVsnJEctyc/Px/bt27Fz507s3LkT+/btw9tvv93mfzs+kTt16hSSkpLw9NNPY+bMmVi4cCGys7PBGGtW3osXL+Krr77CN998g++//x4nT57ErFmzhPc3bNiA119/HcuWLcO5c+ewfPlyZGZm4osvvrA6zquvvop58+bh3LlzSE1NbXPZCSGEtCwsLAyff/453njjDWRnZ6O6uhpTp07FnDlzMGbMmBY/d/DgQQwbNsypc65cuRKjRo3CyZMnkZaWhqlTp2LatGmYMmUKTpw4ge7du2PatGlgjAmfiYuLQ0REBA4cOODUOckdjhHio0aPHs3mzZsnvI6Pj2crV6602ueZZ55hM2bMsNp24MABJhKJWH19vfC5iRMntnq+d999lw0dOlR4vXjxYjZw4MBm+wFg27ZtY4wx9vHHH7OQkBBWU1MjvP/tt98ykUjEiouLGWOMZWRksPj4eGYwGIR9Jk2axCZPntxiWRYvXsz8/f2ZRqMRtr300ktsxIgRwmtb/x4DBw5kixcvtirra6+9JrzOyspiANhnn30mbNu4cSNTKBRW5xaLxezatWvCtu+++46JRCJWVFTEGGOse/fu7Msvv7Q699KlS1lKSgpjjLGCggIGgK1atarFOhJCCHGNWbNmsV69erGnn36aJScnM61W2+K+FRUVDADbv3+/1fam91zGGJswYQLLyMgQXsfHx7MpU6YIr4uKihgAlpmZKWzj7zP8/YI3ePBg9sYbbzhRO3Knk3gxjyLE7U6fPo0zZ85YPcLEGIPJZEJBQQH69OkDADa/gdq8eTNWr16N/Px81NTUwGAwQKVSten8586dw8CBAxEQECBsGzVqFEwmE86fP4+IiAgAQL9+/SAWi4V9oqKikJOTY/fYCQkJVmOGoqKiUFpa2qbyAcCAAQOEv/PlSU5Ottqm1Wqh0WiE+sfFxaFr167CPikpKUKdAgMDkZ+fj2eeeQbPPfecsI/BYEBQUJDVuZ395o8QQojj3nvvPfTv3x9btmzB8ePH7Y7rrK+vBwAoFAqnzuXIPQUASktLERkZKWz38/NDXV2dU+ckdzZKZkinVlNTg5kzZ2Lu3LnN3ouLixP+3jjZAICsrCykp6djyZIlSE1NRVBQEDZt2oS///3vbimnVCq1es1xXKvTVLb2GZFIZNWND9geZN/4OPxYI1vbHJ02kx8P9Mknn2DEiBFW7zVO2IDm/+6EEEJcLz8/Hzdu3IDJZMLly5etkoum1Go1OI5DRUVFq8c1Go3Ntjl7T7l16xbCwsJaPSchTVEyQzoNmUzW7MI6ZMgQ5ObmokePHm061qFDhxAfH49FixYJ2woLC1s9X1N9+vTBunXrUFtbKwTuv/zyC0QiEXr37t2mMrVVWFiYMHYIADQaDQoKClxy7CtXruDGjRuIjo4GABw+fFioU0REBKKjo3Hp0iWkp6e75HyEEEKco9PpMGXKFEyePBm9e/fGs88+i5ycHISHh9vcXyaToW/fvsjNzW22zkxJSYnV60uXLkGtVre7jFqtFvn5+Rg8eHC7j0XuPDQBAOk0EhISsH//fly/fh1lZWUAzDOSHTp0CHPmzMGpU6eQl5eHr7/+utmA9qZ69uyJK1euYNOmTcjPz8fq1auxbdu2ZucrKCjAqVOnUFZWhoaGhmbHSU9Ph0KhQEZGBs6ePYu9e/fihRdewNSpU4Wudnd54IEHsH79ehw4cAA5OTnIyMho1jPiLL5Op0+fxoEDBzB37lw8+eSTwiMDS5YswYoVK7B69WpcuHABOTk5WLt2Lf7xj3+45PyEEEIcs2jRIlRVVWH16tXCLJ1//vOf7X4mNTUVBw8ebLb966+/xtatW5Gfn49ly5YhNzcXhYWFuH79ervKePjwYcjlcqSkpLTrOOTORMkM6TTefPNNXL58Gd27dxe6qgcMGIB9+/bhwoULuPfeezF48GC8/vrrQo9CS8aPH48FCxZgzpw5GDRoEA4dOiTMcsZ74okn8NBDD+H+++9HWFgYNm7c2Ow4/v7++OGHH3Dr1i0MHz4cf/jDHzBmzBj893//t+sq3oKFCxdi9OjRePTRR5GWloaJEyeie/fuLjl2jx498Pjjj+ORRx7Bgw8+iAEDBlhNvfzss8/i008/xdq1a5GcnIzRo0dj3bp1SExMdMn5CSGEtO7nn3/GqlWrsH79eqhUKohEIuFLrjVr1rT4uWeeeQa7du1qNuV+Wloa3nnnHfTt2xf79+/Hhx9+iKNHj2L9+vXtKufGjRuRnp4Of3//dh2H3Jk41vShekIIIYQQckebNGkShgwZgoULFwIwrzMzaNCgZuuXtVdZWRl69+6N7Oxs+sKLOIV6ZgghhBBCiJV3330XSqXS7ee5fPkyPvzwQ0pkiNOoZ4YQQgghhNjlrp4ZQtqLkhlCCCGEEEKIT6LHzAghhBBCCCE+iZIZQgghhBBCiE+iZIYQQgghhBDikyiZIYQQQgghhPgkSmYIIYQQQgghPomSGUIIIYQQQohPomSGEEIIIYQQ4pMomSGEEEIIIYT4pP8HtwjRro98fI4AAAAASUVORK5CYII=",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.9419e+01\n",
+      "\tgrad_norm = 2.5073e+00\n",
+      "step = 13\n"
+     ]
+    },
+    {
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5VQJP8XvP0e128/TTT/cbm5iYGHPYWWNjIzfeeCOzZ88OVkQLxUBzZuLi4rjooov6fAXyPm688UbAfw/15oUXXkCj0QTLYAPU1NTElA/0yCOP4PV6+c53vhPc1tbWFvL+fuGFFwBC5pD1ZvLkyeh0upB/N3A8DyvA22+/DQxOWNqJbN++ndGjRwdDNs91hGdGIBAIBALBoPGb3/yGlStXMm/evGDZ4sbGRpYuXcpnn30WMSwnIyODRx55hF/84hdceumlLFmyhMOHD/P0008zdepUbrvtNgDWrFnDN7/5TW644QaGDRuG1+vl3//+N2q1Ovi0/NFHH2X9+vUsXryYwsJCWlpaePrpp8nPz2f27Nlh5xDLfl/+8pd5/fXXuffee1m7di2zZs3C5/Nx6NAhXn/9dT766COmTJlCWVkZP/7xj/nlL3/JnDlzuPbaa9Hr9WzdupXc3Fx++9vfAn5D9plnnuFXv/oVZWVlZGZm9vO8gL8HyO9//3u+8pWvMG/ePG655ZZgaeaioqI+xvWpMHPmTFJTU7njjjt48MEHkSSJf//73yEN58mTJ/Paa6/x0EMPMXXqVAwGA1deeWXI4z744IO0trby8MMP9+vRMm7cOMaNGwcMPGcmEhMnTuSuu+7i73//O16vl3nz5vHJJ5+wdOlSHnnkEXJzc4Njb7/9dtatW9fnOn/3u9+xb98+pk2bhkaj4Z133mHlypX86le/YurUqcFxL730Es8++yxXX301JSUldHV18dFHH7Fq1SquvPLKkOvZm7i4OC655BI+/vjjkM0qV6xYwa233srcuXMpLy/nr3/9KwkJCaxcuZKpU6dyxRVXDMK75W+aGej/dN5wVmqoCQQCgUAg+MJSXV2t3H777UpGRoai1+uVkpIS5Rvf+IbicrkURTlemjlU+WZF8ZdiHjFihKLVapWsrCzlvvvuUzo6OoKvV1RUKHfddZdSWlqqxMXFKWlpacqFF16ofPzxx8Exq1evVq666iolNzdX0el0Sm5urnLLLbco5eXlEece635ut1v5/e9/r4wePVrR6/VKamqqMnnyZOUXv/iF0tnZ2Wfs3//+d2XixInBcfPmzVNWrVoVfL2pqUlZvHixkpSUpADBMs0nlmYO8NprrwWPl5aWptx6661KXV1dnzF33HGHkpiY2O/6AuV7o7FhwwZl+vTpSnx8vJKbm6s8/PDDykcffdRvPjabTfnSl76kpKSkKEDEMs3z5s0LW2a5d4nhwcbtdis///nPlcLCQkWr1SplZWXKE088EXZ+vVm+fLlywQUXKElJSUpCQoIyffp05fXXX++379atW5UbbrhBGTJkiKLX65XExERl0qRJyuOPP654PJ6Y5vnWW28pkiQpNTU1wW2B0sy/+c1vlIsuukjR6/VKcXGx8sYbbyg/+tGPlISEBOUXv/iFoijH1/bEsuLh7oV58+Ypo0eP7rPtww8/VADlyJEjMc35XEBSlNPgnxIIBAKBQCAQCAQx4/P5GDVqFDfeeCO//OUvAaiqqqK4uDiYH3S6ufrqq5EkKRjGdj4gcmYEAoFAIBAIBIKzjFqt5tFHH+X//u//sNlsZ/z8Bw8eZPny5UEhdb4gxIxAIBAIBAKBQHAOcNNNN9He3t6vf82ZYOTIkXi93pj7RJ0rCDEjEAgEAoFAIBAIzktEzoxAIBAIBAKBQCA4LxGeGYFAIBAIBAKBQHBeIsSMQCAQCAQCgUAgOC/5wjfNlGWZhoYGkpKSkCTpbE9HIBAI/mtQFIWuri5yc3NRqcSzszOB+J8nEAi+KMT6P+QLL2YaGhooKCg429MQCASC/1pqa2vJz88/29P4r6ChoYG//OUvaDSn59+7oih0dHT06wSv0Wj6nNPlcoXsFn86kSQJvV4f/N3r9eL1es/oHAB0Ol3Q8JJlGbfbfcbnINbjOGI9/Jyu9ZAkidTU1JgfnqjV6j6/+3y+iON/85vfRP0f8oUXM0lJSYD/n6nRaDzLsxEIBIL/HqxWKwUFBcHPYcHpJykpCY1GQ0JCwmnxhimKQlFRUT+DRJZlzGYz4Dcek5OTB/3csdDZ2Rk0Vk0m01nxCLrdbjo7OwFITk5Gp9Od8TmI9TiOWI/jnI718Pl8tLW1xSxmfD5fUMCo1ep+nyW9kWUZIOr/kC+8mAm8uUajUYgZgUAgOAuIcKczhyRJSJKESqVCq9UO6rFlWUaWZfR6fR+DMGCoabVa9Ho9TqcTn893xkVsV1cXsixjMBhwuVw4HI4zbkC73W4sFgvx8fEA2O12EhISzqgBLdbjOGI9jnO61sPtdqNSqYJfkfB6vciyHPyfIMtyP69VbzweDxD9f4gIYhYIBAKB4AuESqUKPtE83QQMNY/HQ3p6OiaTCaPRiNVqpaur64zMAfyGmtVqxWg0YjKZSE9Px+PxYDabz9h74Xa7aWtrQ6vVkp6eTnp6Olqtlra2tjMW2iTW4zhiPY5zLqyH1+vF7XYjSRJxcXHExcUhSRJut/uUw92EmBEIBAKB4AvGmchPONFQCzztTkpKOqMGW29DLfC0W6fTnVGDrbfhHHjarVKpMJlMZ8yAFutxHLEexzkX1qO3kNHr9cH10Ov1gyJohJgRCAQCgeALRCAefTCeeIYjnKEW4EwZbKEMtQBnymALZTgHOFMGtFiP44j1OM65sB6hhEyAwRI0QswIBAKBQPAFQ6vVDloIx4lEM9QCnG6DLZKhFuB0G2yRDOcAp9uAFutxHLEexzkX1iOSkAkwGIJGiBmBQCAQCL5gBIyHwRY0sixjsViiGmoBTpfBFouhFuB0GWyxGM4BTpcBHavhHECshx+xHsc5XesRi5AJcKqCRogZgUAgEAi+gAxmTDr4yzL7fD68Xm9MhlqAwTbYBmKoBRhsg20ghnOAwTagB2o4BxDr4Uesx3EGez0GImQCnMrnlRAzAoFAIBB8QRksQSPLcrDRX2pq6oBL2w6WwXYyhlqAwTLYTsZwDjBYBvTJGs4BxHr4EetxnMFaj5MRMgFO/LyKdQ5CzAgEAoFA8AXmVAVNbyGj0WhOun/NqRpsp2KoBThVg+1UDOcAp2pAn6rhHECshx+xHsc51fU4FSEToPfnVayfVULMCAQCgUDwBedkBU1vIaPT6U65wd7JGmyDYagFOFmDbTAM5wAna0APluEcQKyHH7EexznZ9fD5fKcsZAIEPq9iHn/SZxIIBALBFxKvT6be4mBrVTvLdtXTYnWe7SkJBoGBCpoThYxarR6UeQzUYBtMQy3AQA22wTScAwzUgB5swzmAWA8/Yj2OM9D1kGV50IRMAJVKFbMXWHPKZxMIBALBeUWX00ODxUmDxUF9z1dD8MtJk9WJT1aC4//65clcMjr7LM5YMFgEBI3L5QoaaxpNf1PgRCGj0WgGtWxrwOiyWq19fj+R02GoBQgYbG1tbZjN5rBG8ekwnAMEDGiz2UxbW1tYo/h0Gc4BxHr4EetxnFjXw+Px4PV6B1XIBJAkKaZxQswIBALBFwifrNDa5aLeYqc+IFg6HEHh0mBxYHVGDzHSqiVykuPJS4knXjc4T+QF5wbRBE0oIXM6iGawnU5DLUA0g+10Gs4BohnQp9twDiDWw49Yj+PEsh4dHR1IkjQoYagnixAzAoFAcB5hd3tpsDio63AEvSsNFgd1Pd+bOp14e3lVwpGSoCU3OZ7clHjyU+PJTYkjN8UvXvJS4kk36FGpYnsqJjj/CCdozpSQCRDOYDsThlqAcAbbmTCcA4QzoM+U4RxArIcfsR7HibYeGo0GtVodsxfldCDEjEAgEJxjuLw+asx2jrXaONbazbEWG8fauqk2d2Oxe6Lur1ZJZBvjyEv1C5PclDjyUhJ6vseTkxKPQS8+/v/bCSVoPB7PGRMyAU402AI/nwlDLcCJBpvRaMRsNp8RwznAiQa0yWTCarWeMcM5gFgPP2I9jhNpPZKSknC5XGdkHuEQ/80EAoHgLNHe7eZYq42K3qKl1UZth6NPzsqJJMVpekRKfPB7QKjkpcaTmRSHWnhVBDEQEDROpzNokOj1+jMmZAKcaLCdSUMtQMBga21tPWMegBMJGNBtbW20tbUBkJGRccYM5wBiPfyI9ThOuPU41Wa8g4EQMwKBQHAa8fpkajscQaFS0drd43Gx0RHBy2LQayjNSKQkw0BpRiKlGQaK0hPJS43HGHdyfT4EAoFAIPiiIcSMQCAQDAJWp8cvVHpESyBErNrcjccX3suSlxJPSY9YKc08Llwyk/RnNQZZ8N9BIEcG/B4Zj8cTscrZ6aJ3DgBEr+J0OgjkAOh0umAYTaQqTqeDQE6G1+slPT0dq9UasarW6UKshx+xHscJtx5n2kMUCiFmBAKBYADIssLO2g5213b2ES2tXeFjhuO0KkrSj4uVgLelOD2RBJ34GBacHUIl+6tUqqhlmwebcMnMZ9JgC5VcHktZ2sEkVHJ5LGWCBxuxHn7Eehwn0npYLBZkWT5rlcxAiBmBQCCIiscn83mFmRX7mlh5oDmscMky6v0elgxDH29LjjFOVAYTnFEURYnYFybQ5C4gZFQqVXC8VqvF7XYHhU6gWaYsyyiKgscTvQhFrHR3d2Oz2TAYDOj1+qCI0uv1JCQkYLFY8Hq9JCYmDto5T8Tj8dDR0YFGo8FoNPbJAUhOTqajo4OWlhZSU1NPm7dUURQ6Ojrwer2kpqYCBN8Lo9HYZw6xNhI8GcR6+BHrcZxo6xHwXJ2OtVCU6JU5QYgZgUAgCInT42N9eSsr9jfx8YHmPr1ZkuI0zCw1MTQzidJMv2gpTk8kSeSyCM4BAgZAODGjKErQINFqtUiS1G+sVqvF6/UGq5sFxI6iKLhcLnw+30nNS3Z5kCQJSafB5/Ph8XhITExErVbjdDr7jFer1SQmJgZF1+nwEgVEnV6vR6fThazKlJiQiMvhoLOjA318fExGmyIrIMXW9E9RFNxuNyqVCoPBgM/n6/f+xsfH43a76e7uPm39PALrfa6vh8FgwO12Y7Va0el0g25EB9ZDUhQSdHF4PZ7I66HVIUkgDfKanO71UHwyiteHpFYhaUL3Eovp7yMxEZfLFXzIcTbCo4WYEQgEgh66nB7WHGrho/1NrD3UisNz/B9YukHHxaOyuXRMNjNKTOg0Z8+lLhBEwmKxUFhYSFxcXL/XTnziHOmpcqin0y6Xi8svv5zk5OQBz8vdbqXiz28CUPqdJWhTDDHvq8gy7rZO9JmpAz5vAK/VjsdmJz43fUD7dR+rp/ZfK0GSGf7T62MyWlvX7qR94z7Spo0i46LJMZ3H0dAGskJ8fsaA5ic4PTS+u4HO7eUYRuWQf8OCkGMs2w7RunYniaV55F47N+LxnE3t6DNTBl30nCy1/15J99F6UmeMIuvSaSd9nM7OTpYvX47dbken0w2qx8xut8c0TogZgUDwX43Z5uLjg82s2NfEhqNm3L7jT6jzUuJZNNovYCYXpopyx4LzAlmW0Wg0/eL5AzkAsiyTmZkZU7x/ZmYmZrOZzs5OkpOT0Wg0SHXtpBYWDtgoc9h9JPr8+5gyM9AY4mPaT/HJ1PzrI6x7jlH8jWswlOUN6LwArjYLFX/7CJ/TTdp3bhiYoDnSRKJPhcaYgCk9+n6KT6ZpewUJDhmjLp60tLSo+7jNnTS+tBafw0XRV6/AOLYk9vkJThpPZzcaY0JI47vD6sbrU5GemRl2DZV4A12dbuQ9NRhvjg97T3cdqqbuuQ9ImTiUgtsXnRFBoygK7Zv246htIf+m/mLMnpEOhxuJ6/KEvD5FUTB/uofUKcNRJ/R/MNIbnU5HfHw8nZ2dWK3WQclpkmVZiBmBQCAIR4PFwcr9TazY38SWynZ6t3QpyUjksjHZXDo6hzF5RlFRTPCF4GQ7l/duHNjR0UG8SkPD65/g+vQg+TddSGJp7MJCdh3PtVHpYwvJVHw+qv+xgs4d5QB0Hag6KTGDzx/i5ut2UvGXtyj77o3o01Ni2tVr9RtUGmNseQnW/ZV4LDYA0maNiX58u5OK/3sHr9WOKl6PzmSMuo+iKNirmjCv201iWS6m2eNimtu5hKIoZ+3z1WOx0fzRVto37KX4/qtIGlHYb4y73Z9gH2k9UqaOoOHtT5Gdbto37Sfz4ikhx9kO16F4fHRsOYSiwJDbFyGpT5+g8Tnd1L+6mo4thwBILM0jdcrwPmO0Pdflae8KeQzr7mPUv7qG5g8+J++G+SRPGhZxvbRa7aAVaQh8XsUazirEjEAg+K+gotXGiv1NfLS/md21lj6vjckzcmmPB6Ys8+yXmRQIBpOTFTIBAoKmpaUFl8MNaHDWtXL0sddJnTaSnKvnoE2ObugHxYxKChuj3xvF56P67x/QufMoAJmXTCX7ypkA2MrrUGQZjcH/NFxtiEcV4Zj6rFSKH7iWY396A29nNxV/fpOy794UU6ib19oNgDZGMWP+bC8AhhFD0GekRBwre7xUPfcerqZ2JLWK4nuuJC6C10h2e7FsP0zbul04aloAsFc3kzJlBLLTjUqnQdJqkDTqAQsFRVHw2hy4Wyy4Wi24Wy1IGjVZl4UOQZLdHlytnbhaOnC1dOBusZC1eAa6tP6fobLXh7O+FXt1M/bqZhzVTSRPHEr24hkhj+3tduJqMuNsbMfZ1I67rZO8my6kbc0OdKZkdOk9XyYjKm3spqyns5uWVVsxf7oHpSeMuG3trn5iRpGVoJEfScyo43SkTR9F2ye7MK/fTcbCSSG9LtlLZqL4fLR+vB3L1kOgKAy549J+gkb2+pCdbiSNGpVWc1KCx1HXSvXf3sfV3AGAcVwpSSP7izVdmv+63ObOkMfx2p2odBq8VjvVf/uApM8Pkn/zhehM4UNMA401T0XQ9P68ijWcVYgZgUDwhURRFA40Wvlon98DU95sC74mSTClMJVFo7NZNDqbgrSEszhTgeD0capCJoBKpSI1NRWr2krh1xbR/f42HLUtdGw+SOfuY2QvnkH6/PFI6vCCwufyV2JS6aMnbcteH9V/ex/r7mMAZF42jewrZgT3a3hzHY7alr5zjNP1ETeBn7Mun446TkdCQSYl91/FsSffwm22cuwvb1L2nRujhrt5gp6Z6J8T7nYrXfurADDNHhtxrKIo1L60iu4jdQAU3HYJhuEFIce62iyY1++hfdN+fN3HE8Hj8tJJnzeezt1Hqf3nR8d3kECl0yJpNah0GlRaTc/valIvGEVcbhru1k5cvYSLq9WC7HT3Oa82zUjqBSNx1LfiarHgbunw79PSEfQ+9SZ50lC0KYm4mtqDwsVe3YSzvg3F2/cpuzYlCU+nDWejX7S4mvzCxdXUjrerf3hR8sShtK7e0W+7NsVwXNykJ6M3JRM/JJO4HFNwjLfLTsuqbbSt243i8Re/UBviybxkKulz+3u1vNbu4HyjecpMc8bR9sku3GYrXQeqMY4p7jdGkiRyrpkDkkTrqm1Yth0G6Cdo7JWNHHti6fEdVZJf1ATEjVaNSuP/bhxXSvbl04NDFUWhfcNe6l//JJjYn3PNHNIvnBjy7y1wXT67C5/DhTpe3/e6Zo4hafgQ6l5bQ9e+Srr2V3L4l7VkLZ5BxoJJYYXWqQiaEz+veldOi4QQMwKB4AtDoAfMih4BU9vuCL6mUUnMKDVx6ZhsLh6VRWZS5BhggeB8Z7CETABJkvyx8fkZ5P7gFto37KPx3Q34up00vLmO9o37yLvpQgzDQhvkstvvmVFF6a0ke7xUP78c675KALIWT+/3BF8JUalNdrpxO9242/o+ac6+4vi+iaV5FH39SqqeWYarsZ2K/3ub0m9djzou/HszEM9M+8b9oChokhIwjiuNOLbpvY3+p/RA9pUzSZ02ss/riqzQdaCKtnW76TpQCYFwWJWKlElDMc0dT2JpLpIkYd6wr+/BlR5PmMvDiYE6huFDaHjjk37iojcaQzy6zBT0mam0rN6O+ZNdYceqdBp0GSnoM1Pw2V3s++7TfUIK+xw3OZGEwiwSCrNJLM2j+u8fBsVcuPFx2WnE5ZhQadUYRhbibuvEbbZCzz3gsdjwWGx0H60P7pc+fwJ5N16I1+agdfV22j7ZFZyTOjGOzIunYJo7Puy69/ZWaNMii5m4HBOGYQXYymtpW787pJiBHkFz9WyQoHVlj6BRFIbceVlQGCieE9ZEVsKuY3x+ZvBnn8NF3SurgyJJZzJSePdiEoqyw85b1+u63O1dxOfp+48xGSm+7yo6dx6h/vW1eK12Gt/+lI6thyj40kVhj38ygibU55UQMwKB4L8Cj09mc0U7K/Y3snJ/My29esDoNSrmDcvg0jHZLByRRXKCKJ0s+O9gsIVMgMATXkmlwjRnHMkTh9L07gbMG/bibDRz7E9vkDJlODnXzEGX2jfcKGhM6sPPRfZ4qfrre0HvRvaVM0OGOQ3/8ZdRfDJeuxOfzYG35yv4c7f/Z5/DjUrX9+/eOKqIIV+5jOq/fYCjupnKZ5ZR8o1rwoosT4+YieaZUXwy7Rv9oiJ1xqiIYW/mDXtpWbEF8OfVZF56Qb8xda98THsvkaJNMWCaPZa0WWP7hfWlTBpKYkkOsseL7Pai9Hz3/+7p87uhLJ/OXUfw2V3oM1L8QiQjBX1GcvDn3k/p29btQtKo0WUko89IRZ+Z0vOVij4zFU1yYvC+UHw+av+9EgB1gp74wmwShmT5BUxRdr+wvrjtaXQfrUOXnkxcVhr6HuGiz04jLjutn7cgZdIw/3lkGU+HDXdbJ662zh6B0xn8XWdKpnXtTpre2xj0Nqnj9WRcNJn0+RP6HfdE3GZ/vozaEB9R6AYwzR2HrbyWrv2VuNo60aeHDo+SJImcq2YjSRItH23Fsr0cRYHCr/gFTUJJDsN+dBuK14fs8aJ4fMjenvUM/O7xonh9wXBEe20L1S+8j7vVAkDyxDIKbr04atK+xpiIpFGjeH142q3E54UOb5QkiZRJw0gaWUjjO59h/mwPzrpWjvzhFdLnTUA3e2TI/QYiaE7180qIGYFAcF5yoMHK0u21LNvVQHv38dCIJL2GBSMzuWxMNnOHZZAQ5SmwQPBFJNAd/HR3KdcY4sn/0kWkzR5L/atrsFc1Ydl2mOQJZWHFTLjkf9ntpfK5d7EdrAYg5+rZZF4yNey5JbUKbVIC2qSBh4mmTBqGz+mmrifMq/pv71N0zxUhw+RiLQDQO/HfNCt8iJn1QBV1r6wGIGlUIfk3LwgZBpQ8YSjtG/ZhGF6Aae54kseVhg3tUcfroxrovRn2yG0RxVZv0maOwTRnXEwVuCS1mqJ7l/hFUnpy1HDC7CWzyL1uXlRvXb/zqFToTEZ0JmPI0DxF9odcyU43qjgdGQsmkbFgYlQDP0BAzOiieGUCJI8vRZOciLezG/Nne8i9ek74uUsS2UtmARItH22hc0c51SgUfuUy1HG6AZXmtlc3cfSx1/1hZRo1udfNxTR3fEz5UpJKQpuahLvVErzeSKjj9eTfspDUaSOpe/ljnA1m2j7ZhdEU/u8vFkEzGA9exH95gUBw3tDR7WbZrnqWbq9jf8PxD9+0RB2XjMpi0ZhsZpaa0Mf4T1og+CKi0+nw+XxkZWWdViHTm4QhWZR972Y6Nh+g62A1yROH9hsTTcw4m8zYj/lDhXKvm0vGwtj6s5wsppljkB1uGt5ch3VvhT/f4YSSyLLHG8xRiRZm1h5D4r/s9lL7r49AVojLz6Dwq6EFFEDSyEKG//QO4rKjl3YeKLEKGWBACfbg93zFiibx9IT7SiqJ1Bmj8XY7Mc0ZN+DzxFLJrM/51GpMs8fS/P7ntG/cT/biGRHfN7+gmQkStKzYQteBalwtlj55PrEQX5BJYlkebnOnP6xsSNaA9teZjH4x0x5dzARILMll2CO30vLxdmzldRjHl8HRXeHPEUHQDJYHWYgZgUBwTuP1yXx6pI2l22v5+EBLsA+MVi1x0cgsbpiSz9yhGWhOY5lLgeB8QqVSkZycfMaETABJJZE2YzRpM0aHfD2amEkYkkXxfVfjbDSTPn/C6ZpmHzIWTsLncKFNNYTs7eLt6pV3lxz+CbTX5sB6wO9RipT4r9JpKL7/aupeWU3x15dEDGGSVNJpETL/Lag0arJChO/FQtAzE6OYAb83rvnDzfhsDr+gj5IzJUkS2VfORKXVYBgxZMBCBvweqsKvXIakUQ/IMxcgWNFsAGIG/OIta9EFZF4ylY6OjujnCSFogEELhRViRiAQnJMca7WxdFsdb++so9l6PA9mVI6RG6bkc9WEPNISz6yxJhCcD7hcLjSac+/fe/yQTFIvGElcmNh8AMPwgrAVvU4XvQsEnIikljDNG4/X2h3RM6MxxDPi53fQ8fnBqIn/CUOyGPrwLaKH1TlM8rhStCkGEktyY95Hm2Ig78YLSSjKjtlDIklS2NLXsaI5iTDLAIah+SiKMqDr7M1A7uHegqatrQ0Ar9c7KKGw596nnUAg+K+ly+lh+Z5Glm6rZUeNJbg9NUHLVRPyuGFKPqNzY6s7LxD8t6IoSvRBg4SrzULFX972V0+66/KIZY5Tp44gdeqI4O+KTz7lxoE+h4uOrYdw1rWS/6WLYtpH9ngp/81/kNQSQ+68LGKOgjbZELJ7eij06SkRhVFvzhUhI3u8MYeRKbJC18EqLNvLKbjtEiRV5Gtwt1tpW7sL4/gSDGX5gzHdM8bJeAZdbZ1YtpeDQk/1tdDvq+z1cfiX/0Qdr6fgy4vCJt47G9owf7YXn93FkDsvHfB8YiF12sh+VfTC0bZuF23rd5NYnEvBbRef1Pl0Oh0mkykoZgYrp0+IGYFAcFaRZYXPK8ws3V7Hh/sacXr8YWRqlcT8YRlcPzmfhSOz0GlEGJlAcK7hbrP6Y+7bLKhiqPoUwGt3UvHkm6TPn0ja9FEnff7uikbqX10DQPqCSTGFZSk+GVdzu//nCOWJQ+FzuKj9z8fkXD0LfXrKgOd7LuGobaHy2XfJv/WimPJcXM3tVP7fOwAkTyiLGkZV848P6T7WgKu5PaKY8XbZ6dhykPQLJ0UVSOcynTvK6T5Sh6upHdOc8KGGPrsTd2voRpW9cbVYaPtkF6gkcq+fF7Uf0qniszsxf7aXjIunhBTbng4brsZ2tMnRG82GQ5blYHES8BcqOZnGmicirAOBQHBWqG2388Sqcub+YS1femEzb++sx+mRKcs08MhlI9j0wwX87c6pXDY2RwgZgWAA6HQ65BB9WE4HgVh7bbIh5qRyn9NN5f+9g6Omhbr/rIqpklI4kkYWBvMazJ/tiWmfPj1qBuAZ8nTZOfanN+jcUU7FX95CdsfWA8PVYsF2NHwvlXDIXh8tq7bhtTmiDwba1u2mcdkGvHZn1LGKolD/+lo8HV1UP7+c7srGqPvE5Zgw9HSSD9W88kTSL5wIgHVfJc4e8XgistdH1fPLaXhzPdV/W44vTH+aAO2b9vu72/eUIT6XsOwoB/xCL1LlN5/9eNi0OiF8nkvSqEIkrQZkBeveitDHcnmQByjIQ+FsbufI/75K4zufBUuGhzoXhM95i0bvZP+MjAwyMjLweDyYzeZT/rwSnhmBQHDGcLh9fLivkaXb6thUYQ5uT9JruHJCLjdMzmdCQco5E4IhEJyPqFQqrFYrCQkJp/zEMxqeHiGijTFRWnZ7qXr2XeyVjSBBwe2L0JmMKIpCwxvriM/PIKEkB31maszlZdNmjaXp3Q10fH6AnCWzo5f59R03nGIpNwx+0Vbx5Fu4WjpA5c9ziHQeRZax7qvEvH43XQeq0WemMvxnd4S9JkVRcDW103WoBtuhGkxzx+GzOWl8+1Oalm8ibfooMhZMQp+VGvqSnG6a3t+Ez+bAvH43GRdP8fdTCeMtkySJwrsXc+SPr+Fpt1L59DuUPXRj1CT0jAWTsB2spvtIHfbaFhIKMsOOTZ5Q5q+WZbbStnpH2DBAfXYa3Ufr6dx5FFfraxTfuyRkSWTZ7aHpvY14LDY6dx3FNHc8WZdNO2mPhdfmwFHfiuzyRPQyKbKMo66V7iN12I7UMeTOy/q9r642C46aFgBSJg+LeF5fL7EZqcqaSqfFOKqIzt1H6dx9NGRhjfbP9tL8wecYJ5T5e8GMKAhbHS8c1gNVVP/tA2SHC0mjRpsa2vMiu3r69ZyEmAlXtWygjTXDIcSMQCA4rSiKwo4aC0u31bJ8TyM2l/9ppiTBrNJ0bpiSz6LR2cRpRTllgWAwcLlc+Hy+UzYQYiFYwjaGfhyy10fVC8uxldcCkH/LRcEcGndbJ21rdwbHqhPjSCjOIbEkl8SSHOILs8MaUWkzR9O0fBM+uwvLjvKoYWu9PTOxhDU5m9qpePJNPBYbkkZN4d2LSR4f2vj1dNlp37AP82d78LR3Hb92twdPR1ef98nTacN2qJauQ9V0HarB29kdfE2blkRcdhqqOB2y04350z2YP92DcWwJGQsnkTg0v58wSp87jtbVO/A5XDS9u4G2tTvJXDQV05xxIfM3tCkGSh+4liOPvYbP5qDiqbcp++5N6NKS+o0NkDSqEH12Gq6mdtpW74iYyyGpVKRfOJGGN9bRvvkA2Utm9RMeKo2a/FsWEp+bTv0bn/ibMf7+FYruuYLE0ry+x9OoyV4yk6Z3/YKmbe1O2jftJ3PRVDIunBRWXAbCCh31bTjqW3HW+b8H3m9denIfMaPIMo76NrrL67AdqaX7SD0+x3Fvir2ikaRRhX3O0bnjCOBvrJpY1nfeJxIo9S1p1H7PSwSME0rp3H2UrgPV+JzufiLKsqPcnze2aT8dm/ajTowjebxf2BiG50cUNoqi0LZmJw1vrQdFQWNMoOjrS0gszgk5XnYHPDMDy3GJVH55II01IyHEjEAgOC00W528uaOON7bXUdF6/J/0kLQErp+cz7WT8shPPfkqLAKBIDSKopCcnIzNZjvtgibW5oKKLFPz4gq69lUCkHvdvD4ljGW3l6TRxdgrG/DZXfi6nXTtqwyORyURn5dBQkkuyWNL+hiTWmMiyRNK6dxxBPOne6KLGd/xAgnRChDYa5qpeOptfDYHKr2W4nuv6ldtTVEU7BUNtK3fQ+eOcpRenh/DiCGkzx2PcWwJis/vrek6VI3tUA3OBvOJp0NjTMAwfAhJIwpJHl9K6rRRtG/cR9vanbjNVqx7K7DurSC+IJOMhZNImTwMSa1GHacj+4qZpM+bQMvKbbSt34W3y07DG+to/Xg7WZdPI23G6H7GrT4rlZJvXM2xP72Bp6OLiqfeouyhG8N6OyRJImPBJOpe/hjL9sPkXDM7Yg5F2swxNL3/ObLDhXn9brIunx7ymOnzJ6DPTqX6+ffx9oTz5X/poj7eCEmlIm36aFImDaftk500f7QV2eGiadkGzOt2k33lTFKnjURSqVAUhbqXP8ZR04Kz0Rw+N0ryH9fRaMZ2sBpbeX/xEkCbmoRhWD7qxP6hYcdDzIZG9fYFwszUCfqo3kfj2BJQqVC8ProOVJEyqa/Xp+ieK7DsOOLP1znWgK/bSfvGfbRv3OcXNhPKSJk8DMPQgj73uuzxUvfqGjo27Qf8/WqK7l3Sr9Ftb4Kl1XWxe2Zi6SMzGIJGiBmBQDBouLw+Vh9sYem2WtaVtyL32AzxWjWXj83hhin5XFCUhuo8TvIUCM4HNBrNoIVwROJ4c8HwRpAiK9T+52M6ewy+7CtmkLFwUp8x8XnplHzjahRZwdXcTndFI/bKRrorGnA1tYOs4KhtwVHbgiTR78m4ac44OnccwV7ZiKOuNWKFsj6emQhixlZeS+Wz7yI73agT4yj5xjUkFGX3GdN1oJqGt9fjrG8LblPH60mdMZr0OeP6hIW52zqpfPqdPvurdBoSh+aTNKLQ32sk19THwFX3dK9PnzeBzt1HaV29w3+NtS3UvLiCxnc+I33+BDIumoykUqFJSuhpODqJ5g83Y96wD4/FRt3Lq2lZtY3sxTNImTK8j8GdUJhN0devpPL/3sHV1E7lM8soefC6sJ6w1AtG0vjuBnw2B23rdpOzZFbY91Adp8M0awytH2+nbZ0//C1cla+kEYUM/cEtVD6zDFdzB7X/Xomjvo3ca+b0WSeVTkPmJVNJmzmG5hVbMK/bhcdio/bfK2ldvYOca2aTNKrIX3yg6XiujipOR3xeOnF5GcTn+7/H5ZhQx+loXb2DhjfX9ZmPNsWAYVgBicPyMQzLR2dKDik++oSYTerfLPZEAjlN6vjojTw1CXEYhuVjO1RD5+5j/cSMNtlAxoUTybhwIh6LDcuOciw7yrFXNPqFzYZ9tG/YhzbFwMhf3oWkVuOxdlP11/ewV/jzpFImD6Pgy5dEFSnR+kT1Gz+AhpinKmiEmBEIBCeN0+NjT10nW6va2VLZzvbqjmAYGcDUolRumFzA5eNyMOjFx41AcCYZrBCO3ni9x/++FZ+Mx2LznystdMl0fy7MJ8EnwBkXTSYzQl8NSSURl2MiLseEadYY/zm7ndirGv0Cp6IBw7D+fWgMwwrQZ6biaunA/Nle8m+OUE65d7JxmPejc88xql94H8XrQ5tioOSBa8PmkwSETHxBJqa540mdOjykYajLTEFnMqIxJmIYMYSk4UNIKMmJqXCCpFaRMmkYKZOG0V3RQOvqHXTuOurPH9l9jMxLpvYZr00xkH/LQjIunkLzB5/Tsfkg7tZOal5cgT4rlYTCvqIsaUQhQ+68lOq/f4C9spHqF5ZTfO+SkGFKKp2G9Dnj/GLp0z1kXXpBREM4/cKJtK7Z6a9atvUQppljwo7VZ6Yy9Ps3U/33D+k6UEXbmh24mswU3nU56oS+xr/GEE/e9fNInz+epnc3Ytl2GGdDG5X/9w5l370J0+yx+Jxu4vMyiMtLR2cyhvWEJA7L7xEv+SQOLcAwPLx4OZGBhJgBQa9PpOT/3iRPKMN2qAbr3gpkry/s/aJNMZCxYBIZCybhbu+ic+cRv7CpbCR+SCaSWo29toWqZ9/F0+EPgcy+ciaZl14Q03UORMwMRMgECNdYMxaEdSEQCGLG6vSwvbqDrZXtbK1qZ3dtJ25f3yok2cY4rpucx/WTCyhOD99kTiAQnH4GU9B0d3fj8RyvNuWxdBFwv4brlN6ycqu/vCx+70nONXMGXOBDkxiHcXQxxtHFYcdIkkTa7LE0vrWeji0Hybl6dtjkdyVKAQB3R1dQyOgyUyh94Lqw12cYMYSMhZNInjSMhKLsiNcmSRLDf3ZnzFXfwuHPI8rF1Wahbe2uiE1G9enJDLl9EZkXT6Fp+SYUr6+fkAmQMnk4XpuT+tfW0LW/itr/fMyQ2xeFHGuaO56WVdvwdTvp2HwQ05xxYeegS00iZfIwLFsP0bZ6hz/cLcL7pE6Io/j+q2h8+1NaV++g60A11gPVpE4ZHuYaUyi863IyFk6i4a1PkSSJhJIcEktjbwQZn5/ByF9/9aSKz1i2xx5iBscLAJwozsKRPL6U+tfWIDvd2A7XYhxdFHUfXVoSGQsnkbFwEm6zNZjv0rZmB56OLlR6LUPuuJTkCWUxzQHA11MAIJqYORkhE5z3CZ9X8fGxFXcQYkYgEISlpcvJ1sqOoOflUJM1GDoWICNJzwVFaUwtSmVqcRojso2oRRiZQHDOMBiCpqurC5vNRmLi8QcUbvPxBHdtmKTxlAlDMa/fg2FoPnk3LTitlQrTpo+i6d0NyE43lu2HMc0K3etDkSPnzOhSk8i78ULMn+6h+BtXozWGfygjqSRyr5sX8xxPVcj0Rp+eQt4N82MaG5djouhrV6D4IpfxTZ83Hm+XnZaVW/35GmHQJieSMmU4HZ8foHXNDtJmjY1YTCFj4SQsWw/hbDTTdbA6al8bSaUi97p5xOWm42xqDytkepNQmE3pt69HdroHfJ+d7H3parXgqA2EmEWuYhYgUAAgVs+MNtlAQlEO9spGOncfjUnM9Ka3EM+/ZSGy00PW4ukRQzFDEfDMqCMUADgVIROcb6/Pq94PTyIhxIxAIAD84SDVZjtbqtqDnpcqs73fuCJTAlOL0phanMYFRWkUmhJEKWXBfzW/+93veOSRR/jWt77Fn/70p7Djli5dyv/8z/9QVVXF0KFD+f3vf8/ll18efF1RFH72s5/x/PPPY7FYmDVrFs888wxDh0aPw4/GqQiarq4urFYrBoMBda+wI6/NjqRWoU6MC5sHoc9KZejDN6MxJJz2hogaQzwpk4bh7Xagzwhdwhhiq2Zmmj2W1OmjBlV8nAvEUrY3a/F0UqYOJy4rcgPSjAWTsFc2kX7hBFBkIPyxE4ZkkTS6CF2aEX1mSszzDVWOOBKSJKGOj00kDAay041hxBBcTe0klsXmCfI5/R6OSGWZTyR5QhnudivapFMrmqPSaSn6+pUntW+0MDNFUU5ZyAQIfF41NzfHNF6IGYHgvxSfrHC4qcvvdekRMC1dfSu4SBKMyDZyQY/X5YKiNDKNsX8ACwRfdLZu3cpzzz3HuHHhw2wANm7cyC233MJvf/tbrrjiCl5++WWuvvpqduzYwZgx/hyC//3f/+XJJ5/kn//8J8XFxfzP//wPixYt4sCBA8TFnfrf3ckImoCQMRqN6PV6nM7jPTJSJg0jeUJZ8ElzOE6mY7jX5jip/iEZi6agiY9DmxL+nPF5GYx54psgy6jChKLB4HpRQuFqseCzO/sVFQhHd2UjjupmtCmGmMODZI+X7mP1GIYNiUlMyh4vvm5nWCGjyDJdh2owDM0nPj+D4T+9PaaHWc6mdkxzxpE0YkhM1bC6DlSjz0oNG94H4GrpwHak3t9rKIro8XR2013RgMYQj2FoftTzx0p8QSalD16H7PHG3LOo6J4r/cJAUaIPxt8oVFKrKPnWdcRnx55HMtiM+cN9yG4PUoi/C0VR6OjoQJblUxYyAXQ6HcnJoXPxTkSIGYHgvwSX18feus6gcNlW3UGXs28Ha51axbj85KBwmVSYSnL8yXX7FQi+6NhsNm699Vaef/55fvWrX0Uc++c//5lLL72U73//+wD88pe/ZNWqVTz11FM8++yzKIrCn/70J37yk59w1VVXAfCvf/2LrKws3nnnHW6++eZBmfNABE1vIZOUlITb7e43JlBBK4DtSB2JZXknH7bTZqH+tbW4mtoZ/tM7wnp8wtH49md0Hagme/F0ssIUGpBU0kk1/otE566jIElh+8+cSPOHm2l6byMJRdkMffiWmPax7q2gZcUWDMMLYhYznbuPUfP3D9BnpjLsx7dFfT/Nn+2l8Z1PyVgwiewls/qso+zxcviX/8Ld1knh3ZeTMnl4zOvcvnEfrR9vj+l6FZ+P6hc/xGdzUHDHItKmhS61bTtST91/VqFNS4oqZhre+ATL9nKSJw2LKGZsR+qIyzENWEgP5D6VJClsPlcoGt/dgLezm4I7FoUUM4qi0PLhZhKKc0gaWRjiCIODpFb18XrZjtaRWOIveOB2u/F6vWRmZg6KkAmg0cT2vgoxIxB8QelyethRY2Frpd/zsrvWgsvbN1k/UadmUmEqFxSlcUFxGuMLUkTzSoEgRr7xjW+wePFiLrrooqhiZtOmTTz00EN9ti1atIh33nkHgMrKSpqamrjoouNd0pOTk5k2bRqbNm0KK2ZcLhcu13GPqtVqjTrvWATNiUImGoqi0LJyK03LNpC5aCo5V82Ouk/I43hlug7WgCzTumYHWYsuiHlfV6uFrv2VoNCnJHI0vDYH9a+vJf3CiWEbBkbCsqOc6r99gKRRUfrgdf2aPYYiocR/HntVE87m9qghXXA8r0M5MXExAu2f7QVAn50W1eD2uTy0rNiC4vHh7Xb2EyoqrYa4HBPutk7MG/aRMjl6HksAa0+/IMPwIVHHdh2uxWdz+MdHEB6aJL/g8HY5UBQlorBKKMnFsr0ce0VD2DG28loq/u9t9BmplHzrulMO6Roois8XOgywx4MTzvPT/P4mmj/YjCpez9Dv3RS26t5g0rp2Jw1LPyF9/gTiFo5DURRSU1MHVcgMBCFmBILzHEVRaOlycaDByoFGa/B7lbm7nxfblKjrk+8yMicJTZSmcQKBoD+vvvoqO3bsYOvWrTGNb2pqIisrq8+2rKwsmpqagq8HtoUbE4rf/va3/OIXv+iz7etf/3rU+UQSNAMWMrJC49vraV29A/Ab6JFKyEYiLjuN9HnjaVu7k5YVW0ibPirmMLW2dbtB8ZeojdVDYtl5hPpXVuO1OXDUtjLsR7cO2BuUODQfXboRd2snlc8so+y70Q1Kw9ACtKlJeDq66Pj8IDlXhe/VEiQQJhZjeJKruQNbeS1Anwal4Whb6y+fLGnUYb1aabPGYN1bge1QDa62TvTp0cOAXG2WYL8X49jwFekCBKqDJZTkRGzGGvAIKh4vsssT0dsRqGzmsdhwt1tDHtdrc6D4FJwNbRx7/HVKv3V9xHDFSCiygqO+FbVOG1FYy14fnbuOYl6/G31mKgW3XRzyWIA/7jsEaTPHYv5sL16rncpnljH04VtCepYUWaHxnU9JGlWIYWh+TPlT/Y6hKDQt30TLh5sBsNe2oPfK6HQ6tNqzF8UhxIxAcB7h9clUtHVzoMHKwcbj4sXc3T/8AyA/NZ4LeoTL1OI0StITRbK+QHCK1NbW8q1vfYtVq1YNSi7LqfDII4/08fhYrdaoXqIAoQRNd3f3wISMz0ftS6vo2HwQgOSJQxly56WoNGo6Nh+ku6oRbYoBXUoS2hQD2lQD2hRDxLyJrMXT6dhyEF+3k8Z3NzLky5dEnYfP6aa9p5eNae74qIaat8tO3Wtrg408VXE6Mi6ahKRRc+zJN5HUKvSZqeizUoPftSmGkJ+f2qQESr55LUf/+BreLjsVT73N0O/fHNEQllQSqReMpOWjLXRsOUj2lTOj5rQc98zIEccFMG/we2W0qUn9moyeiNfupHXVNsBf0SxcJ3jj6GI0yYl4O7vp2LSf7CtnRp2Hda/fK6M2xEfND5I9Xn/IHkT1/PQ22L02R0QxE5+XgUqnQXZ76a5oDClmUiYNQ9KoqX7hfVzNHRx9/HVKv3UdOlN0wabIfhFkK6/FVl5H99E6fHYXpjnjyL9lYb/xHosN86d7MG/wixAAe3UzOdfOQXNiyeaeUuLh7g9dWhLF917F0Sdex93WSdVf36PkgWv7iXJ7ZSOtH2+n9ePtqOP1GMcWYxxfRtKoopjCLhVZpv7VNZh7vH1JY4op+upiLLau09KQdyAIMSMQnKPYXF4ONfb1thxu6uoXKgb+B3alGQZG5RoZlWNkVK6RkTlG0g1nrqqLQPDfwvbt22lpaWHSpONd7H0+H+vXr+epp57C5XL1qfoFkJ2d3a8yT3NzM9nZ2cHXA9tycnL6jJkwYULYuej1evT6k/877y1oGhv9HcFjFTKy20v1C8uDIUSm2WPJu3lBMBym62AVHVsOhdxXnaBH20vgZFw0ORhqpUmII/uKmdS/toaOz/eTPm88CUOyQh4nQMeWg8gOF5JGHWy2GQ7LjnLqX12DtyeUKWlUIflfughdmhHF58NWXgeyTNf+qj77qXQadJl+cROXlYo+xxQsGazPSKH4G1dz7ImleDq6qHjqLcoeujFiL5HU6X4x4+nownaklqRoIVgBgzEGx4zs8dL++QHA702JlpzeumobPocLlV7brwFnbyS1irRpo2hZuZX2TfvJWjw96rED94dxVFHUsV0Hq5EdLpAgZVLkKn69c7V8NgdE8BJJahUJRTnYymvpPtYQttRz8rhSiu+7ispn38Xd1snRx/wemhO9K4qs4GwyYztcS/eROmxH6kIWwnA1dxzfR1GwlddiXr+bzt3Hgj2akCSMY0tInzsedVz/v2UlSpgZQEJRNkNuX0T13z6g+2g9da+spuDLl/TNefJ6iS/MwlHdjM/homPLITq2HELSqkkaWUjy+DKMY0tCenVkj5eaF1fQudPfIDR12kgKbrv4pLw7p4OzLmbq6+v5wQ9+wIcffojdbqesrIx//OMfTJkyBfAnWP7whz/knXfewWw2U1xczIMPPsi99957lmcuEAwOiqLQZHX6BUsgVKzRSnWIssjgz3MZmeMXKwHxMjw7SeS6CARniIULF7J3794+277yla8wYsQIfvCDH/QTMgAzZsxg9erVfPvb3w5uW7VqFTNmzACguLiY7OxsVq9eHRQvVquVzZs3c9999522awG/oOldqax3L5lw+OxOKp9ZRvcxfw5C5mXTyL5iRh/jKX5IFj6nG0+HDY/FhrfL3mt/Fz67C2dDG0C/poum2WMxf7obZ4OZ+qWfUPbQjWG9yoqiYF63G4CUKcP7GLm98Xtj1gQ7tqvidOReN4+0mcebOCo+hbzr5+Fq6cDZ3IG7pQN3uxUUv3hz1rXirGulE9BlpPQxihOGZFH0tSupePodnA1mKp97j5JvXhM2bC0uK42EomzsVU10bD4YXcwEosxi8MxY9xzzG/iShGlmZHHn6eymbe1OwN8PJtz7FyBt5mhaVm7FY7H5e8ZEaGbqc7rpPlIHDCzEzDC0IGp4oUqvRdKoUby+PvdWOBJKc7GV10bMmwFIGllIyTevofLpd/BYbBx94nVKHryO+Nx0wH8fHfrlv4J5Pb3RJCdiGFaAYVg+hqEF6DKS8TlctH9+APP6Pbia24+PNcSTNmsMptnjIlZtI7DeUTx3KZOH42qx0PTeRjo+P4A+K7VPzlnS8CEk/eBLuDu6sO45RufuY9jK61A8Pqx7KrDuqQBJIrEsj+wrZgTzlXxON1V/fQ/boRrAf4/kXDP3tJdaHwhnVcx0dHQwa9YsLrzwQj788EMyMjI4cuQIqanHFfBDDz3EmjVreOmllygqKmLlypXcf//95ObmsmTJkrM4e4Fg4Hh8Msdabf3CxDrsoRtDZRvj+nhbRuUYGZKWgOoc+hARCP7bSEpKCpZTDpCYmIjJZApuv/3228nLy+O3v/0tAN/61reYN28ejz32GIsXL+bVV19l27Zt/PWvfwX8IUTf/va3+dWvfsXQoUODpZlzc3O5+uqrT+v1dHV14XQ6iYuLw+VyRa1y5u2yc/SZ93HW+4VI7g3zybhwYr9xGQsmkbHguPdK9vrwdvqFjbtH4Pi/uvqF/UhqFbnXz6PiybewH2vAsr087NN0W3ktzkYzAOnzJ4QcY9lRTt2ra4IGaNKooh5vTF8PlEqn6XcM2e315300d/i/WvzfdSE8AUmjCin48sXU/vMjuo/UUfPiCgrvvjzsU/XU6aOwVzXRufMIvhsvjBgqFTxGDAUAAqFAxrHFUfM+Wj7aguz2ok6MI2Ph5KjH1memkjg0n+4jdbRv2BdRzNgO1aB4faCSolbakt0erHuOAZAyJXoDSkmS0Bji/UI5hLA4kcSeoguO+lZ8TnfE99owNJ/Sb11PxV/ewmu1c+yJpZQ8cC0JQ7JQG+JRaTX4AI0xoa94yUzpJ7pbV2+n+YPNwd8TinNInzee5IlDY8rPCuTMxFL6OfPSC3A2tWPZeoimZRvQZ6aSMrGvh0uXmkT6vAmkz5uA1+6ka28lnbuP0nWgyh+Gd6QuKJy9NgcV//c2jmq/Vzn7qllkXjL1nAtXP6ti5ve//z0FBQX84x//CG4rLu77R7Fx40buuOMO5s+fD8A999zDc889x5YtW4SYEZzTKIpCbbuDzZVmtlV1sL+xk/ImG25f/6dqapVEWYgwsbTEs1MZRCAQnBo1NTV9xMDMmTN5+eWX+clPfsKPfvQjhg4dyjvvvNNHFD388MN0d3dzzz33YLFYmD17NitWrDiteTmhyi9HqnKmeH1U/+0DdG3doFIx5PZLSL1gZEznUmnU6EzJ6EzJRPf9QNKIQozjSrDuqaDxnU9JHleKStffbGn7ZBfgNxJDhaPJXh9N723EZ3OgitORd8N8UqePitkgU+k0xOemB5/MRyNt2ii8nd00vvMZnTuPUL90HXk3zg95vpTJw2l4Yx2yy0PnrqOkTQ9dhhiO50woUQoAuFos2A73JP7Pipz47zZbMX+6B4DMS6bG3HDSNGsM3Ufq6NxTgcfajdYYekUDIWaJpXkRQ+4CY2WXB1QSyRNiaxSrSUro5/ULR0KgUp2sYK9uiuoJSyjKpvTb13PsL2/hszk49uc3KfnG1SSW5FLw5UvQphjQZ6VGvY/SZo6ldc1OUiYPwzR3PAkFmTFdW4BgAYAYHmJKkkTBbRfjNndir2ik5sUV6EzGsGGamoQ4UqeNJHXaSGS3l65D1XQdqCaxJBdPp41jf3rDHyonSeR/aWHU++lscVbFzLvvvsuiRYu44YYbWLduHXl5edx///187WtfC46ZOXMm7777LnfddRe5ubl88sknlJeX88QTT4Q85smUqRQIBgNFUaho62ZLZTubK8xsrmynsbN/DK1Br2FkTlIvb0syQ7MMIkxMIDiP+eSTTyL+DnDDDTdwww03hD2GJEk8+uijPProo4M8u9CEqloWtWyzWoU6QY+kdVH0tSswjokeOnQq5F47l679VXjau2j9eBtZl0/v87rbbPWHxxDeK6PSqCm4fRHNH24m/5aFYZPbB5OMi6fgsdho+2QXnTvKybp0asiwKU1iHMaxxXTuPErH5gMRxUywmlUUz4x5Y0/if4qBpNFFEcc2ffA5ik9Gk5xI+rzxEcf2JnnCUNTxa/25F5sPknnxlH5jFFnBur8nX2ZsSdRjWrYfBvwiNtY+L8HyzDF4ZjQJccTlmHA2mrEfa4ge1oe/KWbZd27g2JNvIrs8Qe9I0ojo+wbQpSUx+ndfDynEY0KOXADgRFRaDUVfX8LR/30Ft9lK8/JNFN9/dfT9dBqSx5WSPM5fCVCdEIfGmIjbbGXIVy7r5+HpjdfrDfvameCsipmKigqeeeYZHnroIX70ox+xdetWHnzwQXQ6HXfccQcAf/nLX7jnnnvIz89Ho9GgUql4/vnnmTt3bshjhipTKRCcDmRZ4UiLjS2VZj6vbGdLZTutXa4+YzQqiXH5yVxQbGJCQTKjcpLJT40XYWICgeCsEqn8ciRBE3jym+CRTqony0DRZ6aSfuFEOj4/gDatvwixVzchafzN/JIjGFuJxTmUxGDQDRaSJJF7/XwktRrT3HER8z9Sp42ic+dR7D2J2WG9IwExE8UzY+/JY4qW+K8oir98tkoi67JpESvMnYhKpyHlgpGY1+3yhyWFEDPO+la8nd0AUUWv7PUFvUmxhJgFCIieWDwz4C/37Gw0013RGPM54nJMlH3nRrxd9qjV2MJxskKmd08hSYq9Ypg2KYGi+66ideU28kJUU4sFlVZD8b1LcDa0Re2d5PF46O7uPmt9ZiQlmr/yNKLT6ZgyZQobN24MbnvwwQfZunUrmzZtAuCPf/wjzz//PH/84x8pLCxk/fr1PPLII7z99tt9mosFCOWZKSgooLOzE6MxQoKVQBAFn6xwsNHq97xUmtlS2d4v10WnUTGhIIXpxWlMKzExcUgKCSf7NEYgOM+xWq0kJyeLz98ziNVq5eGHH2bq1KkkJIRO5I61j0wg5Eyr1WIymfB6vTidTm644QbS0qI3eQyF7PYOyLCTPV4UnwyKEtbI99ocuJrbY2pWeTIogdK4MfTkUhQFxeND0qpjDmNTfD4sO45gHFcasUSuvaYZ26EaNEkJETveK4pCd3kd+uzUmHr0uFo60KYZB9wXyNVqwWvtJqEkN+S1KoqCq6kdW3kdprnjor4fPqcb655jGMeWxBzuZt1bgbO5g/j8jJi8JV3ltbhbOzEMzUOfGbmxquz2ImlUMeWqyF4fkiTFdI8MBEVWaF29HUWWSZ06ImLfnZM9/qkm8re3t/PKK6/Q3d1NSkpKTJUQY8Vut/PVr3416v+Qs2pl5eTkMGpUX5fqyJEjefPNNwFwOBz86Ec/4u2332bx4sUAjBs3jl27dvHHP/4xpJg51TKVAkEAr09mX4OVLZVmNle0s6WqnS5nX1dqnFbF5MJUphWbmFacxviCFBEuJhAIzlkG0hDzRA/NqQjSjm2HaXpvIxpDPEO/f3PM+1U89Tbezm6yFk8ndeqIkGM0hng0hsEXMoqsUP3CcroO11J456UxhUopXh97v/0XUKko++6NMXmvJLWa1KkjkN2eiPknCUOyopaoBr9XyDC8IOq4ANGM+rD7ZaSgz0iJOI+4HFPMHenVcbqY868CGMeWYOxJ4/BYbKjidBET+92tFhrf/hTj+LKo/YtaVm6l5aMtGMeXUfTVxRHHtq7aRtN7G0kcmk/Zd8KHkg4USSWFDOGLhrOhjcZ3PiPrihkh75m2dbsxf7aH9AsnRq12FwsajQaDwRBM7RgsQWO3x+ZxO6tiZtasWRw+fLjPtvLycgoL/RUvPB4PHo+nXwKiWq1GjrFplEAQK26vzJ46C5sr29lc2c72qna63b4+Ywx6jV+8lKQxrdjE2LxkdJqz2yxKIBAIYmEgQiZAb0HT0dFBfHxsuQwnotJqcLda8LRbY/bOyB4v9spGFK/vpJ54K4pySlWXJJWEp7Mb2eGi63BNTGLG5+xpYCzLqGJoRBhA8fmoeuF9XI1mSh64NmaBYa9tGXBC+fmE1+agc/fRqInnXruTY395E5VGQ/H9V6NNDi0IbeV1PWXB++eznoir1YLik2O693wOf0SQNEDv1umi6f3Pse6rxNViYfhP7+jnfek+Vo+zvo2OzQcHRcyAv6KjRqMZNEHT1dVFd3d3TGPPqpj5zne+w8yZM/nNb37DjTfeyJYtW/jrX/8aLFVpNBqZN28e3//+94mPj6ewsJB169bxr3/9i8cff/xsTl3wBcDp8bGzxhIMG9tR04HT01ckJ8drmVqUxrTiNKaVpDEqx4hmkN3IAoFAcLo5GSETICBoWlpacLvdJ3X+xNJcwB+yZa9qwjAsP+o+9qomf1lfIHFo9PEBFEXBureC5vc/J+/mBSQW52CvaiK+IGPATf4MwwuwVzZiO1Qb03jZcfz9ieQhOHG+tS+vpqun8petvDaqmHG3d1H/+lqse45R+u0bor6fPoeLtvW7cbd2UnDbxVHn5LU5aP/8AMaxxcFmpmearsM11Ly4Am9nNxpDAsnjS0OOkz1eqp59F1djO6hUuJraQ4qZQNNKINhDJRLuVgtARO9TgICYUcef/pwRn8NF5+6jpF4wMmQInKO2JdjcMuvyaSHDyFKnjcSy7TDdR+pwtXWij9BwdCAEPltOVdAEPq9i6XkFZ1nMTJ06lbfffptHHnmERx99lOLiYv70pz9x6623Bse8+uqrPPLII9x66620t7dTWFjIr3/9a9E0UzBgnB4fO6o72FThDxvbVWvpVybZlKjjguI0Lij2e15GZCeJZH2BQHBecypCJoBOpyM1NTXmJ6UnojHEo89Ow9XUTvex+pjEjK2n2aI+Jw1tlEaO4DdWu/ZX0bR8E44af1+M5vc3UXD7Io784VXUCXqSJ5SRMmkYhmEFMT1xTxoxhJYVW3A2tOHpskedh891XMyoYhQzTe9uoGPTfsDfJ8Q0e1zYsYos0/bJLpre2+gvY4y/Cli499Nrc9C6didtn+xC7jG40+dPID4/o/+xFQVHdTNt63dj2XYYxevD024l78YLY7oO2e1FUkthBaPs9mCvbKL7WD22o/WkTBoa8loVn4/G9zbSumobKP7mmLIndLUsRVao+ecKuo/WAzDky5eEDbFzt1qCBQkMw6KH4bkGJGb86x4q18dWXoez0UxcThr6HFNM9/KJKLKM7XAt7Z8foHPXERSPz1+tbkT/3j1N7/tzzvXZaaSE6c2UNKIQjTEBr9WOZcvBflUCwd+bSZMYjy4jGW1KUsy5NacqaHp/XoVqQByKAYkZr9fLb37zG+666y7y82N/ShKJK664giuuuCLs69nZ2X360AgEseLx+cPGNh41s/GYme01Hbi9fcVLZpKeaSUmLihOY3pxGmWZhnOuGZRAIBCcLIMhZAJo1GqkbhcNb66nS63zd6L3KSg+H4qsoMgyik9GkWX0GSkMuX1Rn/0TS3ODYiYWusv9YsYwNLLhqSgKXQeraV6+CXtVU3C7YWQhWZdP9xu6ioKv20n7hn20b9iH2hBPyoQykicPwzA0P2ySd0JxDpJWg+LxYjtcG7ZxZ4A+nhl9dDHTumYHLR9tBSBt5hiyr5wZdqy9toW6/3wcFGoaQzy5188jJUQukcdio3X1dsyf7Q2KHkmrwTRnLJoTjGnZ7aFj62HMn+7GUdMS3K6K06HSa7HXNOOoa8XX7cTX7cRrd+LrduC1OfHZe7Z1O1A8Poq/eQ3GUUUAeLuddB+rp/toPd3HGnDUNAeLKYDfi3GimHG1Wqj++wfBJo3xQ7IovOty9JkpId+ThrfW0bnD74XIuXo2qdPC59zYeu4ndWIccVF6Bnl7rgtAF+bcvZGdAc9MfzFj2X442MsHQG2IJy47jbgcE/qe73E5JjTGhH72h6u5g/bPD9Cx+QAeiy24XdKqcTVb+okZe3VTsFR59uLpYe9rSa0idepIWldvp33zQTIvm9bn3IqiUPvvlcfvHY0aXXoy+owUdD25UroM/+8K/dM+TlbQnPh5dVpyZjQaDX/4wx+4/fbbB7KbQHBG8MkKBxqsbDzWxsZjZrZWtWM/Iecly6hnRomJ6SUmppWYKDL1//AQCASCLwKDKWQAUEC2u7DuOYbPF9mrETCCepNYlkf7hn10VzSiyHLEKlGyx0t3pb/EsGFo6OR+RVGwHa6hafkm7L1K7RqGF5B9xYw+1c0Sfp1D584jWLaXY69sxGdzYP5sL+bP9qJJSiB54lBSJg0jsSy3z7xUWg2JpbnYDtVgO1QTXcz0eGYkrSaq56dj22Ea3lgH+BPZ829ZGPL/kc/ppvn9TbSu2Rksy5w2cww518xBk9i3EaWrrZPWVdto37Q/GKKnitORPm8CGQsm9hEyruYO2j7dTcemA8EwKYC43HTS540nZeoI1HE66pd+QtvanRGvJYC7tZO6V1bTfbQeZ6M55Bh9ThqG0jySekRPgPbNB6h/dY3/3pH8vXqyr5gZtspa6+rttK3xz8s0bwIZURLlA54+Q1l+VC9DIMQMTt0zo4rToU0z4mn3G/Y+m8Mv8I72FfXqBD0l37wWfVYqlu3ltH++v899DZBQmkvatFGkTB4W8lxNy/1embi8dJInRi5xnTp9FK2rt+NutWCvaAyGggLIDhfqhLjg37Hi9eFqasfV1N7vOK60eCjo/34OVNCcyufVgMPMFixYwLp16ygqKhrorgLBoKIoCuXNNjb1iJfPK8xYT6g2lpaoY0aJiRmlJmaWmihOTxTiRSAQfOGx2+24XK7BEzIAKgl1QhzG4jKS9Ql+Y12l8ocWqVRIalXwuyZEzkJAXMhON476toiJ6/bqJhRP+HwZ29F6mt7d0McgTByaT/YVM0LmQ+hSk8hYMImMBZNwm61Ydh6hc0c59qomvF12zOt3Y16/m4IvX9Kv7HHSiCF+MXO4JupbFCgAEC13outQNbX/XAH4DdTCuy8PKX6seyuoe20NnvYuAPRZaeR/aWG/a/RYu2l8+1M6th4KNtVUG+LJWDCJ9Hnj+xm+VS+8T+eO8uDvklpF8qRhpM8d16/UsjY5EW1qEurEODSJcf7vCXGoE+PRGOJQJ8QFX9OkJFH/+trjvXBUKhKGZJJYmkdiWR6Jpbn9GmL6HC7qXl2DZeshADTJiQy549KIpZY7th2m4c31ACSPLyPvhnkR/7f3zpdJjCHE0dXaCfjFifoEwRgKn90vBkOFFuZeM4fca+bgc7pxNbfjbGzH2WTG1fPd3dYJiv8YstfH/h8+F7z3wd/8NHX6KNKmjUKfFT6Xqruiga79VQBkL54RVbDF56UTl5+Bs66Vjs0H+ogZdUIco379VWS3F7e5E1erBXerBVfr8Z/dZisoCtoUAxA6/DRWQXOqD14GLGYuu+wyfvjDH7J3714mT57cLzlnyZIlA56EQBALiqJQbbaz8ZiZjcfa+LzCTJutbzJqkl7DtJI0ZpSmM7PUxPAskfMiEAj+u9BoNHR3d5OWljaoPR8kSUJnMpJ7zZyT6jOjMxnRJCfi7eym+2h9RDHTfcQvUvTZaSFLFdsrG4NCJrEsj+zFM2IuR6wzGcm8aDKZF03G1dZJ545yLDvKcdS1haxYFjiu22zF1WZBn54S9tgBD0ekfBl7TTNVz72H4pOJyzFRfO9VIRtWWnYeofr55YA/zCfz0gvIvHgKKm1/002l02LdWwGygiY5kcyLp5A2a2zYvjV+AxS0aUZMc8aSNnNM2FyOzEumknnJ1LDXcyKm2WPRGBNILMsjoSgnYu8ct7mTY396w28Y4/dQFdx2cb9QuN7YDtdS+6+PAL8QHPKVy6L2gnG3DCxfJuCZ0WWkxPQA1BcIM0sI3xpEHacjoTCbhMK+jTdlt9cvcpraSSjJQZuShMdiI3lCGWkzRvnzu2LoddP0nr9nY3xBJsYwxRJOJG36KBreWIdlezm5N8zvd2+pdJqw5bXlnpwqs7kd1n8c9hzRBM1geJAHLGbuv/9+gJDVxCRJwufz9dsuEJwsDRYHm475c142HWujobNvOcU4rYqpRWnMLE1nRqmJMbmi2phAIPjvRqPRkJiYOKhCZjCQJAlDWR6W7eV0H6sn48KJYcdGqzqVPm883cfqSZ8/AcPwISftcdenJweNdU+nrZ/XAPzGoTpej8/hwnaoFv3slLDHC4TlhMuX8TlcVP7fO8guD9rUJIq/eU2/ULEAyeNKiMs1oTEkkHfLgohVxdRxOrKXzEJSSaROGxVS8PQmff4EkoYXkDS6KCZDeSDkD6DjvDYlCY0xEU9nN7nXzcU0d3zEtXS3d1H53LsoXh/6rLQeIRjdlLUd8d9P6sS4mPreBJP/Y8iXAYLFFWJt9tkblU5DfEEm8T3ivuiri9GlJw/oWLbyOmyH/deYfcWMmP8eUqYMp+Gt9fgcLqx7K0iZFDk0rc+8NWr0manEaZSoY8MJmsEKhR2wmBH9XQSnkzabq494qTL3Tf7SqiUmDkllZqmJmaXpjC9IRn+O1HUXCASCcwGv10tCwsArJp0JEksDYqYhbB8Y2eujuydXIFxJZpVOS/G9Vw3q3LTJhpDbJZUKw/ACOncdxXa4BtPs8D1PAmFm4Twz6ng92Utm0fTuBkq+eQ261PAGnKRWU/Kt69EY4mMyTtPnjo86JoA+PXnQyvGeCpJaReFdl+FzeojPi5yUD6BNNZB50WTaPt1DSQQheCK2YDGJ6PkyAK6WDsDvmYmG4vMhu/0h7uq4U2/aHn8SfYNa1+wAIKEom6QxxTHvpzUmkjSqiK59lXR8fmBAYmagnChoAj8PSnGSU9pbIDhFOu0ePq80s+mY/+twc1ef11USjM1P6REvJqYUphGvE+JFIBAIwuH1hi5jey6QWJaHLjOFxNI8FI8XKUR4lex0kzJlON3ltTH1AzkTJI0qxNPZTfwJIUInotZr0WUkRxQppllj/AncMZRuPpkyvucbOlPsokqSJLIun076/AmoE2ITMgDx+Rm42zoxRMjD6TOnNCNeq524GJqXym4v+pw0ZIc7pvya08GQOy+l7ZNdJBbnDNhLaZo5BpVaTeqMUadpdsc5UdAMVk7fSYmZdevW8cc//pGDBw8CMGrUKL7//e8zZ86cU56Q4IuPy+tj5f5mXt9Wy4ajbYFcxSAjc4xB8TK1OA1jXOxdlAUCgUBw+gk0pkwaMSRkvkc44vMzGPnzr9Bd2Ri22pfGEM+QL18yWFPtg9fmQHZ70aUNzIAyzR6H4pX7JEmHItb8klgbagpCMxAhAwPP+ym86/I+vyuyEtaj427vwjimBMXni+pdcja1o0tPDluh7WRRx+nIuvSCAe/XuGwDPqeL9IWTMJSFrhp4PjBgMfPSSy/xla98hWuvvZYHH3wQgA0bNrBw4UJefPFFvvSlLw36JAVfDA40WHl9Wy3v7KrHYj9etrMkIzEYNja9xERaoviQFwgEgpNFozm9QReKLHP0j69hr2wk97p5ZCycNKD9PRYbFX9+A21KEoX3XEF8lJ4fAborG0koyj7p/BjL9sPUvbqG+CFZlHzzmgEdx222Ur90LShQ8sC1JI3s36wwFLLbg6O+jcTinJOa87mCoih4OrrQpRnP9lTOON4uO8eefJOcq2ZjDBHC5Tb7y2FLWjW514WuqqYoCk3LNtDy8XZylswckLA6VSIJMcu2Q7jNVuLzM0KKGVebv6rbYIUk9s6RgZNvrHkiA/7E+/Wvf83//u//8p3vfCe47cEHH+Txxx/nl7/8pRAzgj50Ojy8u7uB17fWsre+M7g9JzmO6yfnc/3kfApN/SvVCAQCgeDk0Gg02O3205Y3I6lUxBdkYq9spGXVVkxzxg7IO9P47gZktxef3RkxHCuAIiu0rNhM0/JNZF85k6zLpp3cvDUafN1ObAer6dx1lJSJQ2Pet/3z/aCAJikBQwylfQHcHV1UPfsurpYOyr57E/H5GVH3URQFR20LCUOyYp7byaD4fP6y2jEKuvbP9lL/xjryb1lA2vTR0Xf4giB7fVQ9vxxnfRvVf/+AkY/e1a9IROAeVjw+vF32kNX3JElCdntAlmn+4HNSpowYsHdwoCiygvnT3Zg37KPsuzeFrCoXKCkdqtiAz+Gi8pl38HY5KLrnCgxlpxbyGS7ZfzAEzYBLWFRUVHDllVf2275kyRIqKytPeiKCLw6yrLDxWBvffnUnF/z6Y/7nnX3sre9Eq5a4fGw2L35lKp/9YAHfvWS4EDICgUAwyHi9Xrq7u+nq6oo++CTJXDQVSaPGa7XTtn5P9B16sNc00/H5AQCyr5wZtWKTz+mm+m/Lg80ArQeq/Ib4SWAcV0LSaP+T9YY31uEL0dgzFIqs0L7JP+fUaSOR1NFDhLorGzny+5dx1LYgu73Ya5ojjpc9Xswb9lH+639z5Hcvh204OVi0rtnJ4Uf/SfOKLbg7It8nis9H65odKB4vtf9aSc2/V/oN85NEkRVcLRZcbZ0nvZZnAkVRqH99bbAEeMGXLwlZ7U5rOu6tCvQDCkX2FTPQGBOQ3V4a3lwXdlzNiytoWr4JR20LihK9UlgoXC0dHPvTUupfW4uzrpWWj7b0G6MoyvG+SCEKF7haLXitdnw2BxV/fhPzxn0nNRcIL2SSkpIwGo1YrdZT+rwasGemoKCA1atXU1ZW1mf7xx9/TEFBbDXeBV9MGjsdvLGtjqXb66hpP16FbHhWEjdOLeDqCbmYDKde6UMgEAgE4fF6vSQmJg5aCEcodKlJpM0ai3ndLlpXbsU0Z1zEfiLgN54CHe/jck2kzRwTcbyrrZOqZ9/F2dAG+Lve5910IZJaTcOb6/B0dqMxxKMxJqJJSkCTFI/WmIgmKR5NUmK/kr2SJJF3w3wOH67B09FFy4ot5Fw1K+q12g7XBLu3R5szQMfWQ9T+eyWK14cqTkfh3Ysxji4KOdZj7e5p2LkHr80R3G7dW4G7owuf3YWk8jclped7n5/VEqhUKLJM29pd/mtPjPd/N8SjMSSgNgR+jkdSq1AUhY7PD+Bq7qDp3Q00vbcBw/AhpM0YTfL40n5eNkmtpux7N1P7r4+w7q2gY9N+HNVNFH71CuKyI/cbUmTF32G+phlHTYv/e10rssOFae54UBQsO8rRZ6aiz0r1f89MCX4P5/FTZAWvtRt3Rxeedivu9i7c7V14Ovw/p88Zh2nOuOB4n9PtH2cOjPX/7Gm3IqlVlH33pn7nMK/fQ/tnewHIunxaWE+eOl6PKk6H7HTjbreSUBS6SIQ6IY6ca+ZQ+8+P6Nx5hK4D1SSN6huu6O7oomOLPx+9+YPP0ZmMGMeXkTyhlMSS3KhltBVZpnXNTpre2xBsvJk6fRQZCyf3Gyu7PMHmpqH64yQMyWLo92+h8tlluJraqXtpFa5GMznXzBlQOe9o5ZdjbawZiQGLme9+97s8+OCD7Nq1i5kzZwL+nJkXX3yRP//5zwOegOD8xu2V+figP5l/fXlrMJnfoNdw5fhcbppawPj85JOOcRYIBALBwElISECv159WQZO1aCrtG/bitTkwr99N5sVTIo7v3HU0+JQ799p5YQsAAHQdrqH6hffxdTtBJZF3/XxM8473ILEeqMLV2B7xfKo4HZqkeIY+/KVgCV99ZgoZF0+h5cPNtH68jbTpkbuqA7T3PJFOKMmJaLwrskLT8o20rPA/BddlJFN871Uh+5o46lppXbMDy7bDKN4e74RKRcrkYWQsnETCkCyO/O8r2KuaIs4tQO4N8+ncUR51nDpBT/rCyRTceSkdnx+gY+shfDYHtkM12A7VoIrTkTJ5GKnTRpFYmht8vzWJcRTdu4TWj7fTuOwznA1mjvz+ZfJvWUjqBSODxw/0K7HXtOAICBenO+RcnA1tSGoVvm4n9spG7JWN/cZoU5OC4iZxaD7mT/fgabfisdhQfOFbhTib2qn+2/u4Wiy4263++ygMkkbdL6/EdriW+qWfAJA8voysy2eE31+S0KUl4Www447gmQFIvWAk7Rv20X20nrrX1zD8x1/u0xNIkiQyFk6ic9dRv/AyW2lbs4O2NTvQGOIxjisleXwphhFD+vUScjaaqf33yuA9o00xkH/rRRhHhy7VHGjwCqCKD52rrM9MYej3b6b67x/Qtb+K1tU7cDZ1UHjXZTH1wYm1j8ypCpoBi5n77ruP7OxsHnvsMV5//XUARo4cyWuvvcZVVw1uzXfBucvhpi5e31bL2zvrae8+/kF1QXEaN00p4PKxOaKEskAgEJxFBuOJ54n07jWnTTFgmj2Wtk920bJqm987E6ZKl+zx0vj2p/55jC7u90Q6gKIotH2yyx+GIyuoE+Mo+uoVGIb3jfxInToSd6sFb5cdT5cdb5cdr9V+XBjgL/Hsdrn7zSlr0VQ6Nh/E026l7vW1EYsBeG0OOncfAyJ7ZXxOt/+J++6jABiGF1B49+I+YUmKrNC1v5LWNTuCDQ7B38jRNHss6fMmoE0x9NmuSUpAkWW/4a4oKD4ZRVbghJ5/OpORtFlj8NoceG0OfF0OvDZ7MCciOE+7C0mSSCjIJKEgk5xr5tC1r5L2zQew7q1Edrpp37CP9g370GWkYJo1JpisLkkSmRdPIbEkh+q/fYDHYqPmxRXYjtSRd8OFqHQafA4XNS+u6Pf+qPRaf2PIIZkkFGQRPyQTfVYqzgYzzoY2XC0d/tCz5g5cLR3B5qOeji48HV3YDteSUJJL95G6fsdWx+vRpiWhS01Cm2ZEl5ZEQkkOtf/8CLfZ2mespFahTU1Cl2ZEa/KP1aUZQZEBv83iauuk6oXlIMvE5aZTcMeiqL1ptGlGnA3moAcvHJIkkXfTAsp/+xLuFgutH2/vkwOmTTGQe908cq6di7O+jc7dR+ncfQxnXStem4P2jfto37gPlV5L9hUzyFg4GcXno2XlNpo/3By8/02zx5JzzZyIgkPuJWYi9cdRx+spvu8qGt76lLY1O+jaX8mRP75K8X1XoU9PCbvfQBtinsrn1UmVPLnmmmu45pprTmZXwXlMl9PDe7sbeW1bLbtrLcHtmUl6rp+czw1TCihOFzkwAoFAcK4wmILG4/Hgdvd9yp65aCrmDXvxBbwzYao0tX2yC3dbJ6gkcq8N3cZB9nipf3UN7Zv2AxCXl07xvUtC9iEJVYZWURRkpxtvlwNvVzceqx2fw9XPA6TSacm7fh5Vf30vajGAjq2H/OFiem3YhoLudiuVz76Ls64VANOcceTdOL9fbo3s8VLzzxVBgaHPSiX9womkTR8VMpyq5BuR7SxFVlBkGWQZSasheVxp/zE+H16b0y9wbH6BE9erepxKoyZ5QhnJE8rwdtnp2HaYjs8P4Kht8YeHVffP9UkszWPYj26j5sUVdB2oon3DPuzVzRTdvRhdZgq6jGS0KUkkDPGLlvghmegzUkMKgvj8jH6FERTFH0Lmarb0iJwO3G2dJJblkblo6nEx0iNgwhnspnkTULw+dAHRYkpGY0yIGCLlc7qpenYZvm6nX0jfuySmMtqBKm/uKGIGID4vnfT5E2lbs4PmFVtIvWBEv3tckqTge5O9eAauNgvW3cf83s2KBmSXB7UhHkd9GzX/XBG893QmI/m3XUzS8Oj9dHp7ZqJ5WSSVirzr5xGXY6L+1dW4Gts58vtXKPralZDev9DIQIVMgBM/r9Qx5KfBSYiZkpIStm7disnU121qsViYNGkSFRUVAz2k4BxGURS2VLbz2rZaPtjbiNPjfxqkUUksHJnJTVMLmDs0A02EcAGBQCAQnD0GQ9C43W46OjrQ6/saPdpkA6Y542hbs9PvnZk7vp/x5+2y0/zhZgBMc8aHDLsCaPloa1DIJE8cSsHti6Lm4fRGkiTU8XrU8Xr0mSkRxxrHl5I0uoiu/VU0vLkO4+iifoJCUZRgiFnK5OEhjVpFVqh8epk/r0flz8lJnzch5DnVei2m2eOw1zSTsWASSaOKYupGHw5/Lo2agEch5Bi1Gm1yItrk6A8aNUkJZFw4kYwLJ+Koa6Vj84FgwYR+Yw3xFN9/NS0rt9L03kacda00vb+JwrsuZ8TPv3JKoeWSJKFNNqBNNvSrHJdz1eyYj5N5Uf88kUgosuIXBg1mUKko+toVMZckDlQmixZmFiB78XQs2w/j7eym/o11FH99ScTx+vQUMhZOJmPhZDxddqx7jmEcW4K7rdN/70mQPn8i2Utmxfw343P4H0xIGjWSNjbRYJo1Bn1mClV/fQ9ft5OKp94i+6Fr+4w5WSEToPfn1YmfN+EYsJipqqrCF6L6hMvlor6+fqCHE5yjNFudvLG9jqXbaqkyH0/mL81I5KapBVwzMZ+MJJHMLxAIBOcDpyJo3G43bW1taDQadLr+Bn3mxVMwf7oHX7eTtk929fOaNC3fhOx0o4rXk714etjzZFw8BeveCpInlJF56QWnNdfSXwzgQg4f/hee9i6aP9pKzpUz+4xx1DTjrA8UHwhdjlhSSeTfsoCq55cz5M5LSRoRuf9M9pJZpyRgzhR+r8C8iGMklUTWpReQWJJL47LPyLtpgX/7eZoj6zZ3BnO68m6Yj2FY7EWttD2eGY85umcG/J6Q3GvnUvOPD7HuPoZ1f1XYIhH9zpWUgGnWWAA0Q+LIu34+8QUZJJYOrOllwDOjjtMNaM0MQ/MZ+oMvUfXMMlJnjEZjPO6ZOVUhEyCwb3t75Ly4ADGLmXfffTf480cffURy8nG16vP5WL16NUVFRbEeTnAO4vHJrD7YwtJttaw93BJM5k/UqbliXC43Ti1g0pCU8/aDSiAQCP6bORlBExAyWq0Wo9GIy+XqN8bvnRmPdV9FyGT6lCnDsVc1kXrBiJClbQOo9VrKvn/zoHdHD0egGICzrpW0GaP6ve5u70JjiEdtiCchQtPLxNI8Rj56V0y9ds4HITNQDMPyKfveTee9baDPSGHoD27Bsq0c09xx0Xfoha6nPLPP4cLncMWUHJ8yZTjtnx8gPjedxNLck5ozQPr8CSe1X0DMqGKY64no05MZ+oNbkLQaOjo6AOju7sZut5+ykAmQlJQU8vMmFDGLmauvvhrwK+477rijz2tarZaioiIee+yx2GcpOKf4YG8jP122jzbb8XjoKYWp3Di1gMVjc0jUn96O0gKBQCA4/QxE0PQWMiaTCa/X2+d1RVFwt1jQZ6WSfeVMcq+ZE7JCWeBJLjH0zDhTQgb8xlzGRZPRhDHmUiYOxTi2BE9HV1RDfSBNQ881FEXBZ3cFK75Fw2t3otJq+lXhCnlsWcHV3I7s8aLPTI2af+LpsqPSaQcUXjiY6NNTQuZjRSMux0TRvUvQpRljuhfstS2o9TqK7rkCtT56Ts7pIHl8KfrMyJX8AiiKguxwoU44fo/0vs5Ab6uUlJRBrZwYa+PfmC3UQAWT4uJitm7dSnp6epQ9BOcLnQ4PP3hjD10uL+kGPddNzuPGKQWUZhii7ywQCASC84pYBM2JQkZ1QtK0u93KsSeW4jZbGfGLr6DPSIl4Tr9Hoq/B27n7GMYxxRFLNEej+1g9tiP1J2WAtq3fTcuKLaTNGkPe9fNDjlFp1FGv7XRjO1pPXFYqmqTohp3P5aHlw81kLpoaW+ncQzU0vLUeSSUx7Ie3RhyryAo1L35I566jDLljESmTh0efvKJw+Jf/AqD02zf0y4E5Pkyh8ul36DpQTcGXLyZteuiwPvAXUmhavglDWR7GsSXR53AGUMfp+hRgcLVZIlb6qnruXTztXeTfejGmWf2r5MleHy0fbUGbmoQpht5GJ0MgL6k3iqL0E6adu47SuOwz9BkpFN9/dchjeTweDAbDaSkBHwsD/gSprKwUQuYLxj83VtHl8jIsy8CmRxbwyGUjhZARCASCLzCROm9HEzLgLyHr6ymfa91XOeDzmz/dQ9Vz71L53LvBbvI+lwdHT4PMWLCV13H08aU0vbthwHNQFIWOLQf9JYDlgXVZ79h6CHNPM8VYcNS2BDutD7Sju2VHORVPvknlM8uC73c4FFnm2OOv07JyK3UvfxzTuVRaNc661mBDy0hIKgmfw43i9dG++WBM85fUKqQeb5vsCT9/SZJQaTSgKHTuOhrxmPWvraV11TZqX/4Yb4T+MWeL1tU7OPTzf4a9DkVW8HZ2A6BNCV2YoXn5Jprf/5yGN9bFXFTgVLFXNXH0sdfwdNn7bFdkGVdzB9b9lf1KXQfQarUkJp69arYDFjMPPvggTz75ZL/tTz31FN/+9rcHY06CM4jN5eXvG/z/BL65YChaUZVMIBAI/isIJWhiETLgL9UaSFi27h1YFdPOPceoe3WN/xdFCXpmWldtpfzXL1H3ymq8JxhUoUgszSWhxJ/LUvuvj/D0GIix4KhrDTbd7N30MRI+p5uaf66g5h8fUv/6Whz1kYWXt8tO7csfU/67/wQbabZ8tJXKZ5dhO1ofk9iQVCoUnw97VRPVf3s/YqNISaUibYbfo2HZXo750z1Rj59Qkos+x98ItD0GgZY23f9edR2owmON7f0OhKPJbm/EcckTynqOXR0Uf6HIvPQCVHot3s5uGpaujWkOZ4qWVdt6eiTJmDfsC7nG3m5HcB1P9IwEyLhoMhpDPLLTTd0r4YWpu6MLj8V2yvNu37Sfo4+/jr2ikbp/r+zzWvL4Un+SvwLmnup+J6LRnN1UhAFbrm+++SazZs3qt33mzJm88cYbgzIpwZnjpc+rsdg9lKQnsnhs+ARHgUAgEHzx6C1ozGZzTEImQCDEp/tIXUTjszfdlY1U/+0DUBTih2RSePdiJLUaRZbp3FMBioL50z0c/PmLtK7egeztXz01gKRWUXjnZaji9XhtDmr+9ZG/oWQMdPR4FvSZqcQXZkUdb69qovy3LwX3MwwvQJMUupiB4vPRumYHB3/+ol8gKGA9UIXP6abtk51Y91Rw7PHXOfqHV7HsPOLvFROG5All5N14IQBd+yqpe3V1RBFkmjee5J6eOQ1vrMNe2xLxuiRJClbG6th6KOo6GseV+sPXZAXL1kMRxwbPoQuImcieJeNYf8ih4vXRtT+8p02fnkzONf5eRR1bDgWbmp5I43sbqXt1DW3rd2M7WndKXhxFUZA9Xrw2R1hR1rxiy/HGsKMKKfraFSFziby9xEe4ktkaQzx5N/urw3Xtr6Jj84GQ41pXbePAj57n8G9eonHZZ36RHEHwnojs9VH36hpq/73S35MnM4Wcq/uWv5bUatJm+EPd2jfsRQlR0fhsM2ApZTab+1QyC2A0Gmlri909LDj7ONw+XvjU/0Tt/gvLUH8Bq6wIBAKBIDJJSUm43W6cTr+xF4uQAUgaWQgqFYpPputgddjGkwFcLR1UPrMMxeNFl55M8f1XBxPCJZWKoQ/fgnndbpo++BzZ4aLhzXWYP91D7nVzSRpTHNIw1JmMFHxpIdV/+wDbwWpa1+yI2l9E8clYtvkN8dRpIyMm9yuyTMvKbTQt3+RvTqlRk3PNHNLnTwi5n/VAFQ1L1+Fq9nt9AuWo0+eNB/x9aFpWbcdR0+z3tjy/HF16MhkLJ5E2Y3TI5PH0eRPwdNhoWbmV9g370KYmkX156BLXkiRRcNvFOOpacLd2Uv3Ccob98NaI+TOp00bR+M5nyC4Plu2Hg+ImFCqthpTJwzB/tpf2zQfJWBi9l0vgmhRPZM+MOiEOw/AhdB2o8jcyjZCTY5o9js6dR7AdrqXulY9JLM3tVynPsu0w7lZLn22a5ETickzE5ZqIy0nv+W7Cuq8Sy/bDyC4PstuD7Pb6f3a5gz8HClgMueNSUqf19eY1f/C5/x4BkkYXU3TPFX0KJPQm4EGU1CrUEar7JU8cSvKEMjp3HaVh6TqSRhSiTenryek+1gCAs64VZ10rLR9tRR2vxzCyEOOYIpJGFaE1hhZMnk4bVS+8j73nGEljiim889I+Sf4BTLPH0LJyC16rnc49FVH/1s80A/bMlJWVsWLFin7bP/zwQ0pKzo1ELEFsvLylhjabm4K0eK6acPJlAQUCgUBw/uJ2u/uUQO3uji18SB2vxzDU39siWs6Kx9pNxVNv47M5UCfGUfKNa/oZWSqNmoyFkxj58zsxzRkHkhQUQBVPve1vDhiClMnDg+FVTcs+i5r70XW4Bq/VH8aWMnVE2HHuji6O/flNmt7dALKMPjuNoQ/fQsaFE/sJGVdLB5VPv0PlU2/7hYwEptljGfnzO8lYMAlJrUZSq0iZPJyhP7iF0m/fgHGMvyGlu62T+tfWcuDHL9D03sZ+OQsA2VfNCobDNS/fhHlD6HAf8K9L4d2LkTRq3K2d1P5nVURvjiYxjpRJfuM0llyg1On+MtbOulYcPZ3nIxFrmBkcDzWz7qtEjiB+JJVftKn0WrxWO/VLP+nzuqIoJE8sI2l0EdrU40np3s5ubIdqaFuzk7r/rOLoH15l3/eewdloxrr7GLZDNdgrGnHWteJuteC12pGd7j6V+Hp7mBRFoWn5xqCQMY4riShkgGBYmCbZEFFIS5JE3s0LUCfG4XO4Qnrlyr5/M6Xfvp6MiyYHm9H6HC46d5RT+6+VHPjhXyn/3X9oem9jn/ezu6KB8t+9HBQyWZdPo/jeq0IKGQCdKZmkUf77NZbwxTPNgD0zDz30EN/85jdpbW1lwQK/C2z16tU89thj/OlPfxrs+QlOE06Pj7+u97tm759fJnJlBAKB4L+QE3Nkuru7B9SHxji2BNvhWrr2VaLISsg+Kj6Xh8qnl+Fu60TSqim+/+qQ/WgCaJISyL9lIaa542l44xNsh2uxHazm8G9ewjRnHNmLZ/R7Cp97w3xsx+pxt1io+fuHDP3hl8KWAQ6EiiWW5obt8G7ZeYS6/6zCZ/eLPNOcceReN7ef58TncNH84Wba1u4MhvckluWRd8N84gsyQx5bkiQMw/IxDMvH2Wim9ePt/hCvbifNH26mZdU28m66sI+HRJIk8m+7GI/Vb4zXvfIxWmNC2GpeCUOyyL1+HvWvrqFzxxHMQ3eTPm9CyLEAabPH0rHlEI7qZuy1LSSEmTtAQnEOuswU3C0W2j8/QN71kZtrqnSxixnj+FJ4ZTWyy4PtUE3EamU6UzK5186l7pXVWLYeIqXHkwH+9yv36jnBsT6HC2ejGWeDGWdDm//nRjNeqx19RgqJpbmY5o1HpdOi0muD5aF7/67Sa1DpdWjT/H8XiqLQ9O5GWj7y50Mljy9jyN2XRy0v7un0i5lwIWa90RoTybthPjUvrsC6pwLLtsOk9hLgKo0aw7ACf4PPa+fibrfStb8K6/5KbIdrkV0eHDUteDq7ybpiBoqi0P7ZXupfX4vik1HF6Rhy56V9KrGFwzRnLF37K7EdqsHVYkGfmRJ1nzPFgMXMXXfdhcvl4te//jW//OUvASgqKuKZZ57h9ttvH/QJCk4PS7fX0Wx1kZMcx3WTQpdKFAgEAsEXl1DJ/gNtrGkcU0LDG+vwdtlx1DSTUJTd53XFJ1P9wvs4appBkii8azGJERpQ9iY+L52SB6/DureChjfX4261YF6/G9PMMf3EjDpOR+Fdl3P0D6/iaumg4Y11FNx2cb9j+pxurLv9VaZODBUKYN6wj7r/rPIfNzGOglsvDhrJJ+Lu6KJ1zQ6QFbRpSeReO5fkiUNjbiAZl2Oi4MuXkL1kJm2f7Ma8fjc+h4v4/Ix+Y1UaNUX3XMmxJ5biqG2h+m/vU/rtG/q95wFMc8bRfaQOy/ZyGt5cT0JxDglDQucHJZbmoc9Kw9XcTvtne0m4ZWHYOUuSRNq0UTS9txHL1kNh+wsF590jAKPlzIC/u31iWZ5/3juPRC29nDZ7LJadR3oE3moSy/JCNmZVx+tJLMklsaRvFIq3y463y05cbjrGUUVR5xdAURQa3/mM1lXbAH9IWOFdlyGpo/dJ8kSpZHYiKVNHYNlejnVvBfWvr8UwvCBs6JguzYhpzjhMc8Yhe7x0H6una38VqjgdkiRR99pazOt2AaDPSqPo3iuJy0qLaR7G0cVoUwx4LDbMG/aSe81xsShHyPs6E5zU4/j77ruPuro6mpubsVqtVFRUCCFzHuH2yjz7id8rc++8UnQa4ZURCASC/yYiVS2LVLb5RPSZKUEvS6iqZm3rdweTufNuupDk8dGfAPdGkiSSx5Uy/CdfJufauWQsmBzW45EwJIvsJf4CRe0b92HZUd5vTOfuo8huL5JGTfKkYSGPkzyxDG1qEobhBQz/8ZfDChmA+Nx0MhZOJuuKGYz46R2kTBoWs5DpjTbZQM5Vsxj5669SePflJBSGFijqOB3F91+NzmREdnup/seHYRO+JUki/0sXoctMQfH6qH5+ebDre6ixptm9CgFEKQMdCHnzdtnpOlAVcaw0AM8M9Ao121sRNdk8kCOkitPh7bJT/9qamM4RQJOUQFzuwNuNeK3dtG/aD0DKlOEU3nV5TEIGjoeZhatkdiKSJJF/y0LU8Xp83c6Yr1Gl1ZA0opDc6+aRvXgGAAmF/r+d5PFlDH345piFDPhzfNJ67pH2Tfv7hK253W48EUpvn25OyYrNyMjAYBD9SM433t5ZR73FQUaSnpumFpzt6QgEAoHgDBJL+eWBCBrjGP/T81B5M+lzx5E6YzSZi6aSPnf8Sc9ZpdWQedFkcq+bG3FcxsLJGEYMQZ+dFrK7eceWQz1zLkYTJj9AkxBH2UM3UvLAdf0SrkORe80csi+fHlPn92io43RRm1FqkxMp/uY1xOWm+ytmRfCKqOP1FN29GJVeS9rMMagidJtPnTYSSaNGdrrp3Hkk4hx0JqM/tAloD1NpK0AgzEyJwTMDfkMbwNftxHakPup4XZrRf19IoE1NilgdbrDQJhsoffA6TPMmMOSOSwfU+PV4j5nY7WdtioHcnnA+TVLigCqW9SZt+miKv3kNhV+7IqamqidimjkGVBI+m6PPwwtJkujo6MDtjq2q4WBzUoWh33jjDV5//XVqamr6TXzHjh2DMjHB6cHrk3m6xyvz9bklxGlje5IgEAgEgvOfWPvIAP1CzvT60MZP8qShyC53yJAgSa0OGe51upBUEoV3XY5KpwkpLvJvXkDH1kP9wo1ORGcynq4pDgpxWWkM+9FtIXOUTiS+IJMRj96FNikh4jiNIZ7sJbPQZ6ZgHF0c9bjpCyaSNKowap+ehMJsFK+PuLz+oXOh0KUlkT5/AnG56SHD7UKRNnMMCUU5xOeduabu8fkZ5N904YD3Sxrpr0o2UI9Q6vRRxOVnRMxnioWBhNOdiDbFQM6SWcTlZ5A0ojC4XafT4fP5aGtrIz09HZ0uvGgeCF5vbN68AXtmnnzySb7yla+QlZXFzp07ueCCCzCZTFRUVHDZZZcNeKKCM8t7exqoNttJS9TxpWlDzvZ0BAKBQHCGGIiQCdDbQxOqyln962tpeGMdcfkZYfMbJEkaUOhVrL1iTsTn8nDsyTfp2HwAJUx/Gn1GCtmXTydpRN//f7E0sBxMBtLgE/yhX1UvLO/j/QonZDydNurf+IQjf3g1GC4WTcg0f7SFI394FdnhInlcaVRPQ/3ra2lbsxNNUkJUD4O7rRNvlwMphpD2+tfXcuQPrxI/JBPT7LEh818AnM3tNLy5HtvhWsB/j4UTMrLXR9u63TE3+Tzd5Fw9m+L7rgpWswsX+hegbf1ujvzxVRqXfXbKQmYwUGQFX5ejTwigJEmkpqai1Wppa2sbFA+N2+2ms7MzprEDFjNPP/00f/3rX/nLX/6CTqfj4YcfZtWqVTz44IMxn1RwdvDJCk+t8Sc+3j27mATd2e3YKhAIBIIzw8kImQABQWOz2fo9KXU2tWOvbMTTETkULVY6th3m6OOvxdyEsze2QzXYDtXQ8PanDESbNH3wOY3vfHbGBE3nrqMc+sWLYbuph8L82V46dxyJGv4Ffm9Y25qd2CsbcVQ1xXR8d1sn9spGXCf0ZQmHvaoJW3ltTN3nnY1m/z0Sw1hHfZt/Hi2R51H38mpaV2+nrSeZPRyKonDs8depf20NzR9ujnr+M43taB0H/+dvdO46GnaMs7Ede0Ujrsb2kK97LLYz1sjS02Wn+f/Ze8/wOMq7ffuc7dKueu+SJfeOe8F023QDcRJCCxDSKAnkTSH1CaGE/J8UEpLwAAklhNBtisHYuOGKe7esavW+0va+834Y7VrSdluGJMx5WIek3Xtm7pldre9rfuV6fxfNL6wNpmwGEASBrKysURE0gc8rZZx1SAmLmebmZhYuXAhAUlJSMJf2lltu4V//+leiu5P5FFl7tJP6HhupOhW3LiiLvYGMjIyMzH88ZyNkAqSkpGAwGEKLfIMCIPGid9EvYjpYh7W2VZpnn4nm59dib+ig8a9vx10wHsB8WEqh1lcWodKHr4cZSdfa3XS9t5Oe9XsjuqzHIpEoiyiKUvG0003bKxuxxyk2AnfxzccaY0auVIYktAVSYbetoT2+eQX2GWcEzT0oXuOp+wjUdwhxvO8CkRif1RF1XKBZgelwQ7DVcTgEQQg2eujbeiSqSLI3dZ5xLUokor1Wrt4BTv3fu/jsLjre3R5RkHgt0vtLlRoaXfN7vDT8eRW1/+9VnB19ozPpKBi3H0X0+lAmaUmfHVrbpVAozlrQDP28Sk2NL90z4U+0/Px8jEZJHZaWlrJr1y4AGhsbP/UwrUz8+P0if9oo3dG5fVEFKbqzL1SUkZGRkfn3ZjSETAC9Xo9aPfz/juBiLY7ajQB+j5e+HUc5+asXOfX0u8GoiCYrjeKvSC2BbbWtNP1tTdx3nEW/P1iQHI9nBkD3R/skQ0wks8P02ZENNAN4LHb691TT/OKH9H58CEd7L8d//DT1T7yBceexmClDgiBQetuyYIexU0+/G9YkcyQBMeM123G0dsccr6+UzExt9bEL6AHwBwRH7NdR9PnwDqZsDTWkjDx+cN9xFMkHxIzXFl3MpM2oQqnXgd+PcWd0EZp9wXRpnn4/ne/tCDvGa3VQ99vXOP7TZ+l4Zzuu3jPLNBJFEXtzFx1vb6f6oRciCmSfw0XjX97GZ3Oi1Ouo+Oa1EbuhBQxeVWHaMVurm3G29eJo7qLmsX/Ss2HfGadpgnQdrLWteMOISdHnp+/jQwBkLpyMUht+HXk2guZMP68SzjO6+OKLeeedd5g5cya33347999/P2+88QZ79+7l+uuvT3R3Mp8SH53oorrTgkGr4o5FsQv7ZGRkZGT+sxlNIRNApQq/bIjnhr7P6aZv62F6Nu4PdnQCUCZr8bs8KHUashZOwe9w0f7mx5iPNNDyj3WU3Lo85iLbfqozuABLnRbdmwSgZ9MBOt76GICUyRWU3XllWLNDv9eHvaEdy/EmLCeacLScFhLuPrN0HiKSsefJFlpf2UDatEoy5k4kZVJZ2AWqMllHxdevpvb/vYJnwErTs2uovO+GqIt9bX4mmuw03L0mzEcbI/rFBNBXFmLcdgRbQwei3x87KhK4GR3He8QzeM4A6ow4IjOB7mJx7FsZEDNWZ9RxCrWKjHmT6N24H+P2I+QunRPxPaJQq8i/agEt/1jHwN6T5Fw6K+T6WWtaEL0+vCYb3Wt30/3hbgzjS8laPJXUaZVRjTBFvx9bXTumg7WYDtfjMZ5OuTQdrCNzweTh431+mv62BlenEUGpoPzrV6PNSY+4/4CYUYeJzKROHUPld79A84vr8BjNtL/5MaZD9ZTcuhRtduR9DjMR7ThtJBo4VtldV5E+c+ywbUyH66VUQQGyzo/emTAgaPr6+uJuCnA2n1cJi5mnn346aI5z9913k5WVxY4dO7jmmmv4xje+kejuZD4FRFHkT4O1MrcuKCMtWY7KyMjIyPw34/V6GRgYGFUhExYxdnqSx2yjd9PBoCEkAAqB9Fnjyb1sdkjHqpxLZuG1u+j+4BP6d1ejSNJS9MWLojYRMB+WojLagsyoC0OQCqrbX98MgGFiGeVfvwqFerB9sCji6u7HcrwJ64kmrLWt+Ed4rghqFYZxxaROqSBr8VSSyvLo312N+XA9osfHwL4aBvbVoDQkkT5rPJnzJpJUljds/rrCbEpuWUrTs2uw1bbSvmorRYOtd8MhCAKpUyro3XwQy9FG8q+YH/UcA5EZv9ONs603ojdPgMDd/HgaNXj6T6d1xeWV4k8gMjOYHhgrzQwga9EUejfux91nxnqymZSJkdPnM+ZNpOejfTg7+uhYvY3K+24Y9nz6eeNIeigP446jGHcew2uyBWuwVIYkMuZPImvR1KCnkt/jxVrdjOlgHaYjDSHz1eSmkza9KkQQALS/uQXL8SYAir9yKYax0Y3LA40LVBGaOBjGlTD+p7fQ/uYWjNuPYqtro+aRlyi8YQmZi6YGX1PzkQZ6Pz6Es70vZo2bx2gOeaxvixSVSZlUgTY3Per2kJigOdsbL3GJmeuvv57nn3+e1NRUXnrpJb70pS8F7858+ctf5stf/nJCB5X5dNlS08ORNhNJaiV3LpajMjIyMjJny2OPPcZbb71FdXU1SUlJLFy4kMcff5zx46N7hLz++uv87Gc/49SpU4wdO5bHH3+cK664Ivi8KIr84he/4JlnnmFgYIBFixbx17/+lbFjQxdFkRAEAZPJhE6nO7dChiFdwMIsgl29A/Ss34dx57FgdzFBrSJz4RRyLz0PTVZaxP3mX7UAn91F35aD9G05hDJJS8GgIWY4TEekepm0qdFTzPq2H6HtFcl00DC+hIpvXBMUMgCi10fNo/9E9Ayv15Fa0ZaSMqkcfWXhsG3SplWSNq0Sn8PFwIFaBnZXY61twWd1DM7/INrcDMq/dc0wk8L088ZhX9pFz7q99G7cT3JZHhlzIqe6pQyKGXtTJx6LPWqHMk1WKqo0PV6TDVt9e9xiJp50wUC9jDJJi1IXuwWv6BsUSgnUzMRKMwPQFWShryzEVt9O37YjUcWMoFCQf+0iTj31DtbqZizVTcNaCwNos9MouGYR+VcuwHy0kb7tR7AcO4XX6qDno330fLQP/dhiClcspv5Pb+Ef0aQiqSSXtOmVpM2oQluQFVYY9n58iN7NBwHIuXRWSNRmJH63N3iccGlmAZQ6DSU3XUbatEpa/rker9lO68sbpCjNTZehTjfgtTqwHDs1bDtVmh5dQRa6wuzB71noCrJCXldney/WGqlzXPaF8ftFxSNoRiOCHJeYee+997DZbKSmpnL77bezfPlycnM/+/ZwMrEZGpW5aV4pWYbETZJkZGRkZIazZcsW7r77bubMmYPX6+XHP/4xS5cu5fjx4+j14RcdO3bs4MYbb+Sxxx7jqquu4uWXX2bFihXs37+fKVOmAPCb3/yGP/7xj7zwwgtUVFTws5/9jGXLlnH8+HF0uviK2rVaLUql8pwLGQCi3NG31bXRt/UwAEq9juwLppN9wYyId5iHIggCRSsvxO9w0r+7mu61u1Em68i9dFbIWFf3QLDTU7QUM+OuY7S+/BEA+qoiyr95bdDQMYBCrcIwthhHcxeGiWWkTCwjZWJpXBEIZZKWrIVTyFo4BbfRwsDeavo/OSGl71jsaDJDi5kLrlmEo7kba3UzLS+tR1eQFdFbxTC2GIVGhd/txXKskcz5kRfCgiCgryzEtL8WW30b2RfOiD55MYHITMDBPo56GTidZiYoY+9bZZDeG16rA1EUY84nc/FUbPXtmA7V4zHbUEdZ8KdOHUNyZSH2+nY6Vm/D8IPSsKlpglIhiZLplbiNFoy7jmHccRSP0YKtvh11Ziq6gizspzrQVxaRNqOKtOmVUcU5gKW6ibbXNklzmTaGghWLY12OYPE/hE8zC3eO4396K22vbWJg70ksx05x8uEXKbllGcnl+WRdMANdQaYkXgqzIhrHjqR3MCqjyUkjZWJ5XNsEiCZoRisVNi4xM2HCBB588EEuuugiRFHktddei9hh4NZbbz2jicicG3bW97GvqR+NSsHXl8TOI5aRkZGRic3atWuH/f7888+Tm5vLvn37WLIkvEv9E088wfLly/n+978PwK9+9SvWr1/Pk08+yVNPPYUoivzhD3/gpz/9Kddeey0AL774Inl5eaxevTruLAi/309qauq5FzIQNc0sffYE+rYfJX3mWDIXTonrLv5QBIVAyS1L8TncmI800PHWx6gMupBFfKDwX5WSTHJ5Qdh9BepvECF5TAEV314RsYC59KvLUSbr4iqGj4QmM4XcpXPIuWw2ztYeXD0Dw6I5p89RQdkdV1D7+Mu4+8yc+r93GPujm8J2Y1OoVRgmlGI+3ID5SHQxA1KqmSRm2mMLgwQiM56BwU5mcdTLwOkGAPHVzOiC8/E7XChjLLbTZ46j/bXN+Bwu+ncdJ3fpnIhjBUGgcMVi6n77Go7mbkwHakifFT2SqslMIf+K+eQtn4vlRBPO9j7UaXqKv3IpqtTkmP49AZxdRpqeWQN+EV1RNqVfvTyuSJXHfLo5RLTIzFBUhiTK7riCtOmVtL6yUWoykKRBV5B1RiafPoeL/t0nAMheMuOM/i7CCRpg1Gr64hIzTz31FA888ABr1qxBEAR++tOfhv2jEARBFjP/ZgSiMjfOKSE3NT4FLiMjIyOTGAGftczMzIhjdu7cyQMPPDDssWXLlrF69WpA6gra2dnJpZdeGnw+LS2NefPmsXPnzrBixuVy4XKd7qBlNptxu92fjpBhaJpZ6HMKlZKx3/vSWe1fUCop+9qVNDy5Cld3P8ll+SFjTIMtmVOnjom40NJXFga3HXP3dVGFVSSjxjNBEASSSnKjpnmpDEmUff1q6v73FfwuD+4+U8TW0qlTKjAfbsByognR54vYAQukcwYpkuIxWtBkRW5zK4r+4Hxj4UmgLTOQWM3MkGvvtTpjihmFRkXGvIn0bj5I3/Yj5Fw6O+piW19ZROq0MZgPN9Dxzg7SZoyNa16CQkHq5ApSJ0up+pEMOiPhd7gRVEpUqclUfOvauIV9oCBfoVGhiCC+I5E+azz6qmIsx09hGFeS0LZDMe48ht/lQaFRkblg0hnvZ6ig6enpAUCj0YxKBDkuMbNw4cJgC2aFQkFNTY2cZvYfwN5TRnY29KFWCnzjgvhaVcrIyMjIJIbf7+e73/0uixYtCqaLhaOzs5O8vOFdlPLy8ujs7Aw+H3gs0piRPPbYY/zyl78c9tin2ownGJg58yhGLBRqFRXfuhafzRGSyiP6RZQ6DYJKGTXFTJmsY8y91yOKIsqkf7906+SSXMq/dhW6ouyw6WgBUiZXgADa3HQ8A7aoAiWpKAeFVo2gVuHuM0UdezoyE2c3M0CTaJpZAjUzINXNaEmPuU3m4qkYPzlByqQK/G5PTKFQcM0ivFYHBdcsikvIjAbJ5fmM/cGNeG2OqK/vSIIeMynJZ/Q3pk7Tx6zLiYU2LxN9ZaFUSxNnWlokFAoFqamp9Pb2AoxaBDnhbmaNjY3k5ITP55T59+KPg1GZL8wqpjB99O40ycjIyMic5u677+bo0aNs27btUz/2gw8+OCzaYzabeeSRRz6144+5e4WURqQQ8DndCaeSRcIzYMVrdQTrR5Q6Tdh9CwpBEjpONygUDByoJWVCaVjB8u8oYpwdfdibutBkpZI6NXYquEqfRPFNl5E2vSqmMaigVDD+57ehTjfEXAiX3LYc0eMNqSEKR9UDX8JrsUWNCg1l3E9ukYwW41gIewZs5K9YjDrNQHJ5aBRuJO4+M46Wbiq+cXXM6IOrux9bQzsqfRJj/79Pv3GVJis1uqAMQ+aiqaSdNw6/w4UoioheX9h0RZDSwRzN3fi9PlInl4/CjCVSJ5eTOrk8bs+naLjdbvr6+oJ+VX19fXG1bY5FwnKorKzsnN6BkRkdDrYM8HFND0qFwLcuqPqspyMjIyPzX8k999zDe++9x6ZNmygujt5iNT8/n66urmGPdXV1kZ+fH3w+8FikMSPRarWkpqYO+9JqtXi93rDjRxtVSjLqdAPG7Uep/sVz9G07ctb77PrgE47/5BnaBtsnx4NSp8HV0UvTM+9x9PtP4TZGbz072lhPtkiCKkEsx0/R8uKHwQ5rsbDVtdH60nqO/fD/Yhp0ghQ9EQSB3i2HsDd3RRyn0utQpxtQJuvwuTz0bjkY0QhdUAio0wzBKIro90e93uqUZDQZKSi1akRRxHqyJfL51bfRuXobne9sj2utaa1toeWFD2n6+/txjG2l5cV1wSL8cAQ9cf5NEAQBVbIOTVYaA3tPcvKRfwTbOo+kZ9MB6p94g463z81NlZHi1d7cFfE9Eo6hxf7Z2dlkZ2efkbFmOD6d+JrMp86Tg1GZa2cUUpoVX4GajIyMjEx8iKLIPffcw6pVq9i4cSMVFbHb3i9YsIANGzYMe2z9+vUsWLAAgIqKCvLz84eNMZvNfPLJJ8Ex8eD3+zGZTGe9QIgXr9VB9/q9eC12XN39Z72/pOIcEMFW24o7jN9FJAKNADRZqXEXp48GpsP11P/pLRr+vCphQRNI2VKlxVfcbamWFrJJxTlxR5r6956k7dWN1P/+deynwqcrBvB7fZx6+l3aXt1E68sfxVys+t0emp5ZQ93/vhLschYJ0S/S+vJH1D/xRrA7VrgxQNxF5q4eqVZNE8NbCAj6BUWqPbE3d3HyoRdjXqPPAp/DRfubW3B3D9C7Nfy1CxiBOtv78LvP7c2Mvm1HqH38ZTrf3RHX+HBdywI1NKMhaGQx81/I8XYzH53oQhDg7ovkqIyMjIzMaHP33Xfz0ksv8fLLL5OSkkJnZyednZ04HKf9MW699VYefPDB4O/f+c53WLt2Lb/97W+prq7mf/7nf9i7dy/33HMPIN2F/e53v8vDDz/MO++8w5EjR7j11lspLCxkxYoVcc/N7XajVCpH5Y5nPHSv24Pf6Uah00TtJhUvKZPKgk7wA3tPxr2d+UgjMNgI4AwySNxGC35v4qk0XosDRD/2+nYa/vRWXBGTAAExE62l8FAsJyQxkzKxNK7xtvo2Wl78EJAEkC5K4bro99P8/Fqsg8dIKsmNeh09Fjv1f3gD06E6PANW+qO8VqLPT8uLH2LcfhQAR1tPeKEUhwnrUNw9AwAxjVJhqJgJTWkS/SItL3yIq7ufut++Ss+mA1GF3MD+GkyH6vG7PRHHJILf7cXR0h3x+c53d+A121FoVBStvDDsmKTSwVp2vx9HW8+ozGskoijS9eFuqcW5CNbq5ph/M9HaL4+WoEm4Zkbm358nN9UCcNW0QipzPr27UzIyMjKfF/76178CcOGFFw57/LnnnuOrX/0qAM3NzcP+4164cCEvv/wyP/3pT/nxj3/M2LFjWb169bCmAT/4wQ+w2Wx8/etfZ2BggMWLF7N27dq4PWYCpKam4nA4Yjpvny3ufkvQBDD3stnDCrh9TrdklqkQpGZngQWqIIAgDP4qSP+UyuDdeEGpJH3WePq2HKR/94m4BJJnwBpcDKbFUXsi+qQFn62+HXtjB7b6djz9Fiof+CKGqqLhY0WpTbDX7sRnc+K1Sd8FlZL0mWPJWjQFQSHQ8tI67I0dNPzpLcbcc11cNSJec/yRGY/ZhrNNKpweafgYDlf3AI1PvYPo9aHJTad8hEHoyHNsfWUjpv01AORfvZDsJZHNEZ1dRhqfXIW7zwwCFN5wATkXnxd2rN/ro/m5DzAdkNYm2RfOoHDlheGFUoJixtU9ACQoZsLUBQkKgdI7r6DpmfdwdfXT/vpmbHWtlNy8NCQCJooiHW9vx90zgKBWkTKpjLTplaROGRN3Jzyfy4O9sR1rbRu22lYpGiQITPntt1GoQtO5ApGsvCvmR2wgoE7Vo85IwdNvwdHchb5ieJtyR1svluOnUKUko0pNllJEU5JRpSTFVf8kiiIdq7bS89E+QDKdLf/GNZjskSNy8fjIxGOsGYuExczFF1/MW2+9RXp6+rDHzWYzK1asYOPG+PI+Zc4NtV0WPjgqhUjvkaMyMjIyMueEeHLFN2/eHPLYypUrWblyZcRtBEHgoYce4qGHHjqb6Y3KAiEcI8+76/1diF4fqpRksi+aOey5lpfWBxfHsaj6/76Efkxh8PeMuRPo23IQZ3sfjtaeiEaSAQIpZookLfqqwpDnfQ4XtsYO7PXt2BrasZ/qDC5uh2KtaaFn3R5JsNidwe/Bbl9D0OZnkj5zLIDUMUoQaPnHh9hPdVL/x7cYc9/1MU0Jg5GZOMSMtbpZOkeNiuQx4f10AnitDhr+skryGDEkMebb10VdaHe+sx3jYL1T9sXnkbt8buR51LVy6ql38NldCGoVZbdfTtqM8OsNv8dL0zPvYT4qRc1yl84h/9pFESM+YgLmnaIo4hqMzMSVZuaOHJkBSCrMZuwPv0LrvzYwsKca04E6HC09lH3tymAKF4Df6UaTkYK7z4To8WI+VI/5UD0IAvqqIknYTKtEm326857P6cZW346tthVrbSv2pq5gy+qhONt7hx1L9ItSPZUooi3IJDuCYAyQXJqHqd8i7X8Etvo2OlZtDbudUq+TRM7gV+a8icMaUog+Py0vf0T/zmMApM2sovSrl0vi2B52lwkZYp7t51XCYmbz5s1hw0BOp5OtW8NfJJlPjz9vqkMUYdnkPMbnx9c2UUZGRkbmv4/RFjSiKA77/9/ZZcQ4uLjJu3xemG5j8RcHj7wTn1yejyYnDXePif7dJ2KKGdOgmEmdXB5yl7lv2xFa//VR2Omo0vToKwvRj5G+dEVZHPnuk9GnrpCKspUjuollzp+EoBBofuFDHM1dNDzxJmPuuyFq1zFvoGYmjjSzQIqZfmxxxAgLSALi1P+9g7t7AEGlpOIb16DNTY84vnv9Xro/3ANAxvxJFF6/JKKY6N9TTcs/1kkC1pBE+beuDYkABPC5PJz6v3eCIiz/qgXkXj5v1Mw7fTYn/sGUvmjnN3Q+ELlmBqRGEqVfXY5hbBFtr23G3Wui7n9fpfALF5B1/jQEQUCZpKXyu1/Aa3VgPtooiZnjpxA9Xmy1rdhqW2l/Ywu64hwy50/C1WOib+uhUEEsgK4oB0NVEfqxxRjGFocITuOOI8EanuIvXRIStRlJUlkepkN1OMI0e1Bo1eiKc/Ba7Hgt9mHz8Q1GG12dRuC0RxEMCtK/vy8JNiBz4RSKv3JJ1FbbiQiZ4PwiGGvGQ9xi5vDhw8Gfjx8/Pqznvc/nY+3atRQVFYXbNCptbW388Ic/5IMPPsBut1NVVcVzzz3H7Nmzg2NOnDjBD3/4Q7Zs2YLX62XSpEm8+eablJbGlzP6eaGx18Y7h9oBuPfisZ/xbGRkZGRkPmtGS9D4/X76+/uHLUo6390BfhFNViqZi6eGbFN43RLyls8DUTwd0RHFoFAQRTH4u64ga9i2giCQMWciXe/vYmDvSQpWLI64ePK7PVhPSgvm1CmhjRi0eRnSMQUBXVG2JFwqC9GPKUCdmRqyuM65bDYKjRqVXocyWYdKn4RSr0WpT0Kl16HQaSIuyDPmTgRBoPn5tThauql/4g0q77shbFTE7/YG62tiRWZEUcQyKAqipZiJfpGWf6zDVi+tBUq/unzYwnQkfduPBu/Wp06vpOSmy8IW34uiSPeHe+h8ZzsgXdOKu1egzU4Pu1+fw0XjX9/GVtcGQMH1S8i9dFbUcwwcB+KLzASiMsCwKEgkYjUACCAIAlmLp5Fcls+pZ9fg7hmg7ZWN2GpbKb7psqBoVxmSyJw/icz5k/C7PViqmzEfqsd0pAGf1YGztQdne5/UjtkvgiCQVJKDYWwx+rHF6KuKokbuvBY7HaulzmQZcydiGBe9WyIMaQLQYcTn8qAccq6Z8yaROU8yvRT9ohR5tNjxmu14BgWO12zHa7UHTV59TrckSAc70OVcNlv6W4zy+pyJkAkw8vPKYIivVCJuMTNjxgwEQUAQBC6++OKQ55OSkvjTn/4U94QB+vv7WbRoERdddBEffPABOTk51NbWkpGRERxTX1/P4sWLufPOO/nlL39Jamoqx44dSzh/+PPAXzfX4Rfh4gm5TCmK/YctIyMjI/Pfz9kKGr/fT19fH16vN7i4sDd3Ydov1UDkXbUg7B3jRD01RpIxdwJd7+/CM2DFWttKyvjwNzAt1c2IHqk2J2VyqJhJLstnzL3Xk1yeH1cHsMIV55/dvOdMQFAIND33Ac7WHur/8AaV37kBVcrwzqKewXoZiC1mXB19wShOtOL/znd3BJsmFKxYTPp54yKOHThQKxVyA4ZxJZTdcUVEE8m21zbTt+UgAPqqIsq/cU3EiJPX7qTxyVXBiELRly4m+4LI9TfDSKBmJlD8rzQkxVWfdLpmJrqYCZBUksu4H32Fln+ux7S/loF9NfgcLsbcc33IWIVGTdq0StKmVVLs92NraMd8qJ7UKWNQZ6aQVJKLvrIwIa+j9tXb8NldKJK0FFwf33sy2ARAFHG2dqOvDB9kEBQCKkOSJLJH3EgI4LU6aHhyVTDKU7Biccz6tbMRMgGGfl6ZTKa4tolbzDQ2NiKKImPGjGH37t3DjDM1Gg25ubko4zRQCvD4449TUlLCc889F3xsZHvLn/zkJ1xxxRX85je/CT5WWSm72Y+kxWjnrf3SHZB7LpZrZWRkZGRkTnOmgiYgZDweDxkZGfgGjfM63pbu0OsKs8iYM+GczFmbm0FyeT72U50M7K6OKGYC9TL6MYVhF9gKjYqUibEL5keT9FnjQaGg6W/v4zFZ8VjsIWImIE4gdppZICqjStOjjbD4dPeZ6dkoFWdnLp5KzmWzw44DKQLSt+UQiCJJpXmUfzNycwAA/ZgC+rYcJH32eEpuWRp1rOjx4rU5QBAoufmyxBzoxfjTzFwJdDKD0zUzyhiRmaEok7SU3XklfWMP0bF6G/lXLYy5jaBQYKgqxlB1OpIS7xwDWOvagvUpBdcsirvbncqQhCYrFXefGXtTV0QxEw+CSgkCIAgUf+USshaFRl+H4vF4MJlMZyVkAgQ+r4ZmgUUjbjFTViZ9EPhH0VDonXfeYdmyZaxcuZItW7ZQVFTEt7/9be66667gsdasWcMPfvADli1bxoEDB6ioqODBBx+M2KbS5XLhcp1ui2g2x9+j/j+Zp7bU4/WLLK7K5rzSjNgbyMjIyMh8rkhU0AwVMoH8dZ/Ph9/jDaYi5V+zKGru/NmSPmcC9lOdmI80IPr8IZEDURSDxeWpcXQx+zRJnzkW4a6r0GSmkFQYmv8fiMwotOow9UbDCbZknlAaMcVHk5VK5Xe+QN/Hhyj+0sVRU4EEQaD8W9fSsXor+VcuiHn8jDkTUKfp0VcVx/SAUacZqLzvC9ibu4INEuIl6DOTQGRGmxNfJorfJdV7xUozG4kgCGRfMIP02ROi1j+NJgqNSkr1EiDr/OgiYiRJZXm4+8xh62YSQanTMObu67Cf6gybvjkUv9+P2WxGq9WetZAJoFAoSE2NL7p7Rq2Za2tr2bRpE93d3SHi5uc//3nc+2loaOCvf/0rDzzwAD/+8Y/Zs2cP9913HxqNhttuu43u7m6sViu//vWvefjhh3n88cdZu3Yt119/PZs2beKCCy4I2edjjz3GL3/5yzM5rf9YOk1OXt/bCsC9clRGRkZGRiYC8QqakUJGo9EEi/8ValVwkZNUlhey7Wgh+kUyZo9HoVGTPrMqbAqUIAhUfe+LmI80/luJGdEvIigE0qZHziTR5WeSf82iuFzni750MdYTTWjzM6OOCzQyiAelVk3xl0LLBiJhGFcS91hNVuoZpRkmVxSQu3xuXN3dMuZPQpuXiS6MUAxH1uKpuHvNJEdoWBCLT0vIgFT7MvaHN+K12BO+WZAxZyLJFQUhLcbPBJUhKaaQASm9TKVSjZqQCRDvvgQxnv6SQ3jmmWf41re+RXZ2Nvn5+cPUsyAI7N+/P+59aTQaZs+ezY4dpx1E77vvPvbs2cPOnTtpb2+nqKiIG2+8kZdffjk45pprrkGv1/Ovf/0rZJ/hIjMlJSWYTKa4Fd5/Gr989xjPbT/F3PJMXvtm/C7RMjIyMucSs9lMWlraf/Xn778bZrOZH/zgB8yZM4fk5OSI48KJlVjPud1unE4nK1euJDMz+qL6bHB2GelYtRV7UxcTf3VnzA5O4RD9/nMaMYpE419WY61tJf/qhRF9VwL4HC5O/Oxv+N1eqr7/ZZIHi67jxe/xRk33GokoimdkJvqfgOjzYdx5jMwFUyLW/QCYDtbR9vpmUiaXU3zjJSHXQ/SLGLcfoW/HUQqvX4JhbPSie7/bG9a35lwhiiJ+tzdsqpzbaKH+idfxGC1M+OXtEf1oRhuj0chLL71EamoqWm38NUHxYLfb+drXvhbz/5CE/9IffvhhHnnkETo7Ozl48CAHDhwIfiUiZAAKCgqYNGnSsMcmTpxIc7OUG5qdnY1KpYo6ZiRarZbU1NRhX//N9FhcvPyJdC3uvUSOysjIyMjIxCaS83Y0kRMP1prWYOH3maLUaTAfbsBrsmEf7MqVCB6LndrH/8VAnB434RjYX3NG5+H3+vC7PHgGIhsJBhBUSnx2F6LXh5igk7y738LJR/4RbI0di/491TT88U38bm/cx4gnYnSu8bs9DAyabUaj64PdtL68gbrfvRbVkd5yshlPvwVXpzGssBMUAn3bj+Jo6op5bfs/OUH1Q88HjTvPNaIo0vHWx9T/7jW8VkfI8yqDDnePCdHnx20MX2Lhc7qDtUNni8/hwj5oVKvRRO7w92mQsJjp7++PaviVCIsWLeLkyZPDHqupqQnW52g0GubMmRN1zOedZ7c24PL6mVGSzuKq+Htyy8jIyMh8vhkpaFwu1xkLGdHvp3PNTuqfeIOmv60Jthw+E9RpBnSDvjLm46cS2tYzYKX+96/jaOmm+YUPh3UMixdHaw/NL6yl7rev0rvlYFwGqQHU6YbgPGIRLLBGirLEi2fASv0fXsfdPUDba5vwWCK4Fg7S+/Ehmp//AOvJFjre2RZz/36vj55NB6j+xXNBU8+o490eerccDLrUR0P0i5gO1tH41NtRRQeAvaWbmsdepumZ94I1Q2HHneqka+0ngNSoIFokL+B5Y5gQuSNc5kKpYYFpf03E97HX7pSuvdFC/RNv4OqNr+vW2dD53k56NuzH0dJN7+aDIc8rNOpgC3BPnyXiPqofehHTwbqE3tcjsRxv4uTD/6DxL6vxOVyfecQvYTGzcuVK1q1bNyoHv//++9m1axePPvoodXV1vPzyyzz99NPcfffdwTHf//73efXVV3nmmWeoq6vjySef5N133+Xb3/72qMzhP5l+m5t/7JL+wO+7pOozfzPJyMjIyPxnERA0KpUqGKFJVMh4BqzUP/EmXWt2gSiiSNLis7swHa6n4c+r6PpwN7b69piL16EEuo9FW8SOxG20UPf716W77iolZXdegTpVj2fASv+eauzNXficoabfIxGUCjSZqYg+P22vbqL5uQ/i2g4SFDOCEEwTizdi4hmwUvf713H3mBDUSsq/cQ3qlMjphF0f7h50kJfqUfKumB9xrOgX6d9TzcmHXqD99c24+8x0rd0dcbzX6qBzzU6O/+RZ2l7dROd7O4LGlKH79tO/p5qaR/7BqaffxXy4gf7dJyLOo3v9Xup+8y9cXUZQKIZ5ygzF7/bQ/MJa8ItoC6QapEi4+y24uvoBInbGA8iYPR5BrcTv9kaM7qmSdVTcvQKFVo2n30L9H96IGA0ZDbrW7qb7A0mwpc8eT94V88KOUw+mloWbi9fqwLjtMB6jmVNPv0vDk6twdhkTmofP4aLln+tpePItPP0WfHYnjtaeBM9m9Ek40a+qqoqf/exn7Nq1i6lTp6JWD8/bu+++++Le15w5c1i1ahUPPvggDz30EBUVFfzhD3/gpptuCo657rrreOqpp3jssce47777GD9+PG+++SaLFy9OdOr/dfx9eyN2t4/JhalcND6xXFsZGRkZGZmzxXzsFM0vrMU3mPaSdcEMCq8/H4VaRff6vViOncJy7BQAglqFvqIAfVUR+rFF6CsKInp+pEwqo2f9XpytPXhMttg+LL0mGp54A3efWVrkf/0aUieXA1Kb2+bnPgiOVacb0OZloM3PRJubgS4/E21eBur0FASFgK4gi7E//AotL62T/EX2nsTR1kP5164KMfccSSJiJnBNcHvjEjOeASt1f3gdd88AglpJxbeuJSVChEEURTre3kbPur2AFIko/8Y1EdsSW6qb6Fi1Dcdg2hAKgayFU8hbFuor4uo10bNhP8YdRxEHI0qCSknajCopXW7IMUSfj/7d1XR9uBv3kHSslCkVJBWFZpO4+y20vPhh0KRRk5tO2e2Xk1yWH3beHau3SQJFoaD0tuVRa4gCxqoKnYbk8siNK5TJOtJmjGVgTzXGHccitiTWjymk4u4VND65Co/RLPkJ3b8STUbKsHED+2twdvTh93gR3V7pu0fqCij9fPqx0jsuR5c3vB6tZ+P+oFlp2vQqSm9bFrEeTJOVgqO5K6yYURmSGPfgzbS9vgnL8SasJ5qoefgfZF9yHnnL58XVUa/ln+vxGKWoT3JFASW3LsWuBg5G3fSck7CYefrppzEYDGzZsoUtW7YMe04QhITEDMBVV13FVVddFXXMHXfcwR133JHoVP+rMTk8PL/9FCB1MJOjMjIyMjIyiTLUEDM7Oxuz2RxX22bR56Pj7e30fCT5miiTtBTffNmwVrypk8sRvT6sda24uwcQPV6sNS1Ya6SFqqBUkFSah35sEdkXzBi2CNSPKUShUeF3e7GcaCJz/vDa2aG4uvqpf+INPANWFBoV5d+6dtidd7/TjSJJi38wZcgzYJWMOAcXzAEEtYqCFYvJuWgmSp2GsjuvpHfMAdrf2oqrw0jtb/5F8U2XkTF7fMS5DBUz8RTcK9QqfBAUBZGQUsvewN09gKBSUvHNa0mZED7dXvSLtL26kb6thwFIm1FF6e2Xh13o21u66Vi9DeuQCFja9Cryr12EbkTnNHtzFz3r9zKwvzboB6NI0pJ9/jSyL5qBOu20W7vf48W48xjd6/biGbKwTptRRe7yuUGn+qEMHKil9Z/r8dml1ylz0RQKv3BhFAHWHEy3yr9yfth9DiWYYja2GCGGL2LmgskM7KnG3tiBs6Mvoog1VBVT8e0VNPx5Ne5eE/VPvEHV/SuHXYuBvScxHayLerwAgXMP0PvxIdrfkNbaKZPLKb3j8qhz12RKbardfeGjRNq8DCruvg7z4Qba35Cibz3r9jKwu5rCG5aQdt64kPesz+mm/a2PMW47AoCgVpJ/9SJyLp6JoFBgNyYW3TkXJCxmGhsbz8U8ZBLkhR2nsLi8jMszsHRS+DsWMjIyMjIykQhX7B9P22bPgIW6Zz8MFsgnVxRQdsflaLKG+32kTh0TbJfsMVmx1bVhrWvDVtuGs70X0efH3tiBvbGDrMXD734r1CoM40owH22MKmacHX3UP/EGXrMdhU5DxbdXhLSkzVo8lcxFU/Ba7Li6+nF1GXF19eMc/NndawZRRPR4UQ1xkhcEgZyLzyO5LJ+mv63BM2Cl+e/vY29op+D6JWFrM9SDgkz0+vDZnMEahkgEIlPRamY8JknIuLr7TwuZCCagos9H84vrGNhTDUjti0tuuiykw5er10TnuzuC4wD0lYUUXHd+SGtnR2sP7W99HBQDIIm27IvPI2vRlGGu9qLfT+/mg3Sv33vaFFQQpNSoZXPCtlH2Od20v745WHCv1Osoueky0mZEbmrksztpefFDAJLL82M604uiGDQeNYyP3WLaMK4kaD5p3HmMwuuXRB1b8a1raPzL27i7B6j/w5tU3v+FoNGltiALvcWOoFahUKuk75rAz0oUQx4fKuiNu45JKYKDcy6/6+qY3evUmdL2gehJOARBahmeMrGM7nW7JcE5YKXpb+9j2HqEoi9eGHydLNVNtLwUGo0ZGT06m/qb0eCM+8m53W4aGxuprKxEpfr02tLJgNXl5e/bJVF590VVKOJwypWRkZGRkQkQqWtZLB8an9NFw1/eIdkuLb5zls6m4OqFMe90q9MMpM8aT/osKarhtTmx1Q8Km05jiBACSJlUHhQzAd+WoThauqn/01v4rA6USVrG3Hs9yeXhb+4JgoA6VY86VR/Sbtfv8eLuNeHsNKIP40Giryxk7IM30fz397GebKF380HsTV2U33VVMBITPM8hv3sGrDHFjDDY1jdSZMZjsg0TMuXfvIaUSeGFjN/tpenZ94ImotkXzqDwCxeGNbnsXrs7KGS0BZkUXLuY1KljIkaSAkJGV5BFzmWzSZ89PnyhvSAwsK9GEjIKBZnzJpK7bA7a3PBm3q5eEw1/eitogGmYUErprctCrutI2l7bjGfAiqBWUXrb8qjtmAFcnUa8ZqlRQqTUvGGnoRDIWDCZrvd20v/JCQquXRT1PZ4yoYzyb1zDqf97B1eXkYYn3qTyu19AlZJMwdULYx5vJP17T9Lyj/UAJFcWUv6Na+JqAR3w9nH3m2NGBhUaFflXLSRj/iTaX9+C+UgD1poWah7/F5Me+Rr9n5yg/U0pKiSolFK78UvOC5vi5na70ek+PR+ekSSsQux2O/feey8vvPACIHUWGzNmDPfeey9FRUX86Ec/GvVJygznpV1NDNg9jMnWc9W0+MyxZGRkZGRkIHb75WiCRlAoET0uVIZkSr66nNRJ5Wc0B5VeR9q0StKmRTaVDCzafVYHjtbuYWlEot9P03MfSEJGr2PMfTck7NMSQKFWoSvIiloPo05JZsy919O5ZhfdH3yCp98CYRbQKn0SglKB6PPjGbCSNNiVLdqxIXIDgOYX1uLqGhQy37gm6vU27jwaFDJ5V8wn78r5ERezeVfMx1rbSu6yOWTOnxTVkyepOIfcZXPQVxaRMrk86gJZEATyrpyP+VA9uUvnxDTOVKcbUOo0CColBdcuJvuimWHF11AGDtQGmwcUXn8+2rzwQmkogaiMKjUZbYy6pwCZ8ybRtWYnXosd89FTUQ1QQUqrLL/rKk49/S7Ojj6aX/iQMfdcF9exhuJs76X5+Q9AFEkqzWPMt1fErGcJEPCWET0+vGZ7XOaj2ux0Kr51LeYjDbS9sZm06VWoDEnSa/32NpKKcyi5dVlI2uFQRFGkv7+f3NzcUTXNjJeExcyDDz7IoUOH2Lx5M8uXLw8+fumll/I///M/spg5xzjcPp7d2gDAty+qQilHZWRkZGRk4iReH5lwggaku7lFX1xI4ZSxw+oCzgWanPRgqo/leNMwMSMoFJR97Uqa//Y+pXdeQVKcLvBng6BQUHD1QvRjClAmacN2ERMUAup0A+4+M56ByKk+AQJ32yOJmeIvX0LDn9+i6IsXBRsaRCLr/OnYm7pIKsoh55Lohp2azBQm/OKrMYVDgIJr42+6lDqpPG6Rq1ApKbvjCvweb0zhF8DeJKU3GiaUknX+9Li2CdbLjC+Nu8ZYk5WKYXwp1upmjDuPxhQzIKVWlt15Je1vbqHoixfGdZyRaAuyyFs+D9OhOsbce/2wNL6Yc848nabmNprjEjMBUqeOkVpWD6aM6fIzqXrgiySV5sY0oNVoNFitVvr6+sjKyho1QeOP0+soYTGzevVqXn31VebPH674J0+eTH19faK7k0mQf+1uptfqpiQziWtnyFEZGRkZGZn4SNQQc6SgSUuTUsFSJpadcyED0l3+lCljcLR0oc4IPV5SYTbjfnJL3Avy0SJ1ckXU59WDbZ3jQZmsQ6nXIajCL/60uemM/9ltUb1TAggKgZJblsa9WP+0r1sk4omsDKVwxfkYKovQFefEfQ66gixc3QNxpZgNJWvRFCnlbF7kBhQjSZtRRcrk8pj1LZEQBIH8qxaQu3R2xG5/kVAm61AZklAkaWI2lQjHyDlHStsM2U6hICMjA5PJNGqCxu/3YzbH1+464Svd09NDbm5oKNdms8kdtc4xTo+P//tYEozfuqAKdYwcURkZGRkZGUhcyAQYKmj6+/sxGM69iAlgqW5CUCnIWjyNzAiLyX+XBXmA/r0nSSrLI+eS86Km0AUov0vq5jpwoBaPxR422hOPkAnweVmHBRpLxEvBisUUrFhM/76TdK/bg2FcScSFutfqwHKiCXfPAHlXzA/WeYVDFEVcHX0hjQ3OVMgM20eCQgbA2Wkkbc4EVMlaDONiNzoYTdRqNdnZ2fT29p61oAl8Xvl88XlTJXyU2bNns2bNmuDvgT+cZ599lgULFiS6O5kEeH1fK11mFwVpOm6YVRR7AxkZGRmZzz1nKmQCDDXWdLvjM48MIIoiXWt3Yz7SkNB2ANaaVno37A92ufpPYGBPNb0f7UvM7LPfQtPf1nDiJ89irWtL6Hjxmnl+XvA53VE7a/V/coKO1dvoG2wzHA5HSzfNz31A55qd+OzOiOM8JisNf3yTk4/+E2fnZ9+eGKQ25X2bDgRbpp9rRhrhajQasrOz8Xg89PX1xZ0mNmyfQz6vAtHgWCQsZh599FF+/OMf861vfQuv18sTTzzB0qVLee6553jkkUcSnrRMfLi9fp7aLEVlvnlBJdoE7tTIyMjIyHw+OVshEyCQRpLonf/eQcO/U8+uwVaf2EI90No3kbz/AD6nm661u89ose/3eGlftRWP2ZbwtqpUKbLitdjj3qbv48PgF1EmaUkui+6VMnSOra9uouaxf+JzuGKOF0WRgf01DOw7Gdf+Xd0DtL/1MaI/vpa7oijiSeCc4138e21O2t/8GI8p9mthq2/j5MMv0r/reMQ5Opq6AKKaZiZXFIBCABFs9e0RxymTdbh7TeD3B7t+fdb4nNJ7QRGhYYD5aCP9e0+edStln91J03Mf0Pzc+yH7OhtBM/LzKt5uyQmLmcWLF3Pw4EG8Xi9Tp05l3bp15ObmsnPnTmbNmpXo7mTiZPWBNtoGHGQbtHxpzqcbOpSRkZGR+c9jtIRMAEEQYu7DZ3diOlwf9KBJnz0eTXYaosdL41/extHWG/fxAmIiIBDiQfT56N1ykOpfPEfnO9vp3bg/ru28Vgemw/X4nG56Nu6nZ/1eqn/xHF1rd0cszg+HajBNLNAGOBZ+t5e+bZK5ZdbiqXGlJzk7+qj9zb/o23IQd89A0DgyEvZTndT/7jWanl1D22ubo4ofn10SDyd/9QI9H+2j/5PwwiA43uGid/NBTj70Iqf++nbUsaLfj+lgHXW/e42TD72AvaU78lifj97NB6n+n+fo2bCPzvd2RN1v5/u7qPvd63iMFjpWbcXv9oSM8/RbgiIzqSxyLYhSpyGpWCqnsEYR4Aq1ioJB/xnLsVOYj517H0Z3n5muD3dz8pF/4O4PbTDhd0rnHa77md/jpe3VjTT//X3q/t8rCd9cCGA92cLJR15iYE81pgN12MJEE89E0JzN59UZJfVVVlbyzDPPnMmmMmeA1+fnz5sl99hvLBmDTi1HZWRkZGRkIjPaQiZAiDu4wyWZYda0YK1pxdHaDaJk1lhano86zcCYe6+n7rev4jXbaXjyLaq+9yW02bHTRwJ34wPmg9EQRRHTgVo63t4e9CwR1EoIE0kSRRF3jwlbQxu2+nZs9e24BiMFY+65HpUhCaVeh8/mpPOd7fRtO0zBtYtJnzU+Zo1OUMzEGaXo31uNz+YEhYKsJdNinqNxxzHaX98kCazBNsi5y8IbRrqNFjrf2Ub/7tPGmMllefhdnpAOWaLPT9+2I1JqldUBSAagkTppOTv66N1yiP5PjuN3nRYOzvbekPoRn9ONcecxejcfwN1jCj4+sPdk2Hba5mOnaH9zS/A1Ueg0EX1q3EYLzc9/EFxQ64qyKbvjirD1JgGBLaiVJBVGb89sGFuEo7kr7EJ9KGkzqtCPLcZW20r7Gx+TMqE0xI+m8/1dmA7Woc1KQ5OdhiZH+q7NTkOdmRqzJsprdTCwv4b+PdXYh0SKBvaeJPey2cPGBiMz2jBixulGV5SDu8+M/VQndb99jbSZVRRcez7a3PSocwBJDHW+u4OeDftABEGtovD6JQhVRXAwdHxA0MRTQ3O2n1dnXKHU3d1Nd3d3iNqaNi36H6NM4rx7uJ2mPjsZyWpump9YJw4ZGRkZmc8fgS5AoylkAES/iPVkC86Oo1hrWnC09ARbuQZRKIYtcLU56Yy5+zrqfv86XpONhj+9SdX3vhRTpHgDkZkYaWbWmlY6Vm8NLlYRBDIXTCb/qgWo0w34vT4cLd3YGyThYmtoDx85UShw9Q6QvWQ6aTPH0v3BJ/RuPojHaKH5uQ/o3XSAwhuWoK+MXLOqTo0/MiOKYjCqkj5rXNQOcT6Hi9aXP2JgX410nIwUSm9fjqGqOHSs0033+r30fLQX0SPVNOiKsim8YQkpE0INN83HB8VDx6B40KrJXTqHnEvOGyYKRJ8f0+F6+rYcwlrTEnxcUKvImDOBrAumDxMybqOF3s0H6Nt+FP+QaFDKpHJyLj4Pw8Th6xlnp5H2N7dgOXZqcMeQuXAK+VctDJtqOHCgltZ/rsdnl/adfeEMCq47P2J0yz6YYpZUnBvT5FVfWUTPhv04mrrwu70RDSsFQaBo5YXUPPYSri4jvR8fJueimcPPq60XZ2sPztaecDtAnZGCNlsSOLlLZ6PNzcDn8mA+XE//nmosx5tgyFpblZJM+qxxpEwMfS2DkZmk0L95VUoyFd+8BmtNC+1vfYyjuRvTgTrMhxvIumA6eZfPR6UPb3zpaJO8b5yDkdWk0lxKv3o5uvxMjMbIKYPxCJrRuPGSsJjZt28ft912GydOnAjJkxMEIe7OAzLx4feLPLlRisp87fwxJMfhACsjIyMj8/lFo9Hg8/nIy8sbXSHj8+Ns66H1+EfofUMWJAqB5LJ8DGOLpS5RYwpC0lySSnKp+Na1NDz5Fu4eEw1PrqLq/pUR7/yLPn8wuhGpZsbR3kvH6m1Yjp5O70mdOoaCaxcNW1T3bT1M++ubQ7ZXJGnRjylAP6YQfWURyeV5wcW7KllH4Q0XkLVkOh2rt2I6UHf6bvZ5YylYsRhtdnrIPlUp0lx9Dhd+jzdq2pitri24wM2+cEbkcY0dNP/9fdx9kkBNm15F8c2XhSw8Rb8f487jdL67PSimVKnJ5F+9iMwFocaYzo4+2t/6eJh4yJg3iYJrFqFOPy2sPGYbxu1H6dt6GM+ANfi4JjuNrCXTyVwwedhc7Kc66dm4n4H9NTBYcyOolGTMm0jOxeeFmJN6bU661uyk9+NDwfH6scUUfeECksJEbvxuD+1vbAkW8Sv1OkpuWRqze1xA7MbTblhfJQlW0efHfqojamewpOIcMhdOwbj9KF1rdpIxZwIqQ1Lw+azzp5Jcloer14S7ZwB3r0lKEfOLIIp4jGY8RjPUtJA2axyda3ZhPlQ3LL1RoVWTNqOKjDkTMYwvQYjQzTZQIxYuMhPAMK6EsT/4CgN7q+l4ezuefgu9Gw/Qv/M4eVfMI2vJ9OD7VvSL9G7aT8fb2xG9PhAEcpfPJf+KeTEFYYBogma0IsgJr4zvuOMOxo0bx9/+9jfy8vI+N20APys+ONpJfY+NVJ2KWxeEqnAZGRkZGZmhKBQK0tLSRlXIAAhKxWDqlrQg1I8rxjC2BH1lYVwO5YaxxZTdeaXkkN7aQ+NT7zDmnuvCLvi9FjsM3i8NF8Hp2XSA9je2BKNCyeX5FFx3PoaxoZEK/ZgCQDJBTB5TiL5SEi+6gqyYaWPanHTK77oaa52URuRo7sK0vxbz4QaKvnghWYuHZ6MMre/xWhzDTAxH0rv5QHDu+oqCkOdFv0j3+j10vrsT/H4ElZLCL1xA1vnTQtP97E7qfv968M65oFaSc+lsci+bHfa16V63h453tp8WD1VFFH7hgmHGpAGsNa10vjtYsyJAyqQKsi+YTsqk8pDr5/f6aPzLaryDqWqq1GSyl0wn6/xpwRS8oViON9H09zXB6IomK5WC65eQNqMq7PrS0dpD03PvB6NIhvEllN62fJj4CofoF3EM1ujEI2ZUhiS0BZm4OozY6tpitjnOv2YRA/tq8NlddK7ZRfGXLgo+lzKhLCQiJvp8uPstuHtMuHtNktDpNaHLz8R0oBbR60NQKkiZXEHG3AmkThkTMTo0FL9LEjNKXfS2zoJCIGPuRNJmjKVn0366P9yDz+Gi/c2P6d18kMoHvggitPzjQ6wnpSicJjuN0tuWo69M3OMwnKABRi0VNmEx09DQwJtvvklVVdUZH1QmPvx+kT9trAXg9kUVpMR4c8rIyMjISDQ2NrJ161aampqw2+3k5OQwc+ZMFixYgE4XPpXivwWXyxV3F6BE0WalMfauG8gpjM9MbyRp0yopufkyWl5ch622laa/vU/5XVeF3Gke2klMFSb9ylBVBIhoctMpuHZxxMUvSGlFkx69K+aCNxqGqmLG/uBGBvZU0/H2NjwD1mCR+FCGixlbRDHj7jNjOih1KI0UlXF1GYNCRluQSdkdV5JUlB12rDJZhzrdgLOtl4y5E8i/ZnFUIaXNzwS/iCY7jYLrzo96/dJmVKEtyCR1UgVZS6ahzUmPuF+FSknWkumYDtWRc/F5pM8eHzU6pc3PxO/xodBpyFs+l+yLZkYd3/X+LknIKBQUXLOQnEtnx+U15Ooy4h+MWsTbMc5QWYSrw4i1ro1YW6hTksm7fB4dq7bSt/UQ2edPDakdGoqgVKLNTg8b3ctdPhd1qp6088aiSk7ss8rvGIzM6MJHPEei0KjIWzaXzIVT6Fqzi75th1Gl6lGnGzBuPxIUMpkLJlO48sK4blpEYqig6e2VRLfX6x2VVNiEP+0uueQSDh06JIuZT4GPTnRR3WnBoFVx+6Lyz3o6MjIyMv/2/POf/+SJJ55g79695OXlUVhYSFJSEkajkfr6enQ6HTfddBM//OEPKSv774x2n23b1WgIatVZLWgAMudPxmt10vHWx7iNZnxOd0jKVKAts6BSokwOXZglleQy5t7rMYwtjpnuIigVZyVkgvtRCGTMm0jazCosx5vC3uFXJmkRVEpEry9q3Uzvx4dAFFGlJpN23riwY3QFWRSsWIyru5+iL1wQ00Sx6AsX4rvSFVfkIXXqGEpvv5y0GVUxO6gpVErG//TWuDNxcpfPJe/K+XGN12SmUHbnFSSX58fV6KHoxkvwWOwUXr8kbDQrEvYmKcVMmaRFE0WMDUVfVUTftiPYGzsQff6IqV0Bsi+aSd+2I7h7Bmh782PG3HPdGWUv5V8xP+FtAvhcATGT2M1vdUoyxV++mOwLZ0jnKghkLpqKrb6dtOlVpM0YnTW/RqMhKysrKGZGq6YvYTHz7LPPctttt3H06FGmTJmCWj38gl1zzTVnPSkZ6T+jJzdJtTK3LCgjPXl00wVkZGRk/tuYOXMmGo2Gr371q7z55puUlAxPDXG5XOzcuZNXXnmF2bNn85e//IWVK1d+RrP9fJN76SyUOg3ps8aFrZs53ZZZH3FBGK6Y/dNAoVFHXNwJgoDKkIRnwBpMtQqH3+1FUCrIOn9a1G5WOZecF/eCWJsXvuNXpHlmzJmQ0Ph4idWdaySxal2Gok5JpuqBLyYsEoLF/2Xxl0foB5sr+F0eHG09YVPwhqJQKSm8fgmtr2xI6NqOJoHokzJKzUw0dPmZwZ8FQaD0tuWjMq8Afr8/2JwEpEYl0bqcxUvCYmbnzp1s376dDz74IOQ5uQHA6LGlpofDrSaS1Eq+trjis56OjIyMzL89v/71r1m2bFnE57VaLRdeeCEXXnghjzzyCKdOnfr0JvcpotFozsh5+9Mma/HUiM+lTq6g9PbL8TndMQvpzzVeix2fy41Spx1W2B2JvCvnIyiVGMZHrrMo/tJF5C2fgxAjHVCuSw7lTK5JwbWLST9vXNhW3ZHQZKZQ9rUr0RXnoIvQGjqAx2JHnZJM6rQxTJxYGjOKdq4ouO58nG29JJWGpkB+1gwt9s/JyQGIq21zPCS85b333svNN99MR0cHfr9/2JcsZEYHURT502AHs5vmlZJliC/3UUZGRubzTDQhM5KsrKz/WqNnhUKB2Wz+txE07n4LTX9/H3efKfbgQdTpBnx2F23/2sDJh/9xDmcXm54N+6n++XM0/f39uMbbGzpoefFDOlZvizpOnWYYll7Xu+VQsGOZzOii1GmkbnuDXcr6957EcqIp5na6gizq//dVOt7dEdY81dnRx8lHX+LEj5/BZ3ciCMJnJmRAarJhOlxP3f++erppwwh8Dhcdb2+j9dWNn9q8wnUtOxNjzUgkLGb6+vq4//77ycuLr4BKJnF2NvSxr6kfjUrB15eM+aynIyMjI/MfS3d3N0ePHuXw4cPDvv6bcblc+Hy+s14gjAaiX6ThiTcZ2HuS1lc2JVTP4xmQHM5Ho95Fiq6EusLHQ8BNPt7okGvQtDNaAf5ITIfqaXt1IzWPvYSzvTe+4/Sa6F63J+5jJMq5rL06l8R6nZ1dRlpfWkfDn96i/5MTUcf2bNwvmVburUZQhS6Z1RkpuDqNiD4/5kCL63OI6Bfp2bgfR1vk90jg/aPOTA37/MDek3R/uIe+jw/hCOd9M8pEa788WoImYTFz/fXXs2nTpjM6mEx8/HWz1OHky3NKyE397+66IyMjI3Mu2LdvH1OmTKGgoIBp06YxY8YMZs6cGfz+34woiqSlpY3KHc+zRVAI5F+zEADLsUZM+2vi3tbTL4kZTUbiYkb0+bGcaMJa1wpA2+ubqf6f5+jbcRQxwevh90h35ONpjQvg6u4HiOhaPxJ3n4mWFz8EQFeYjTYvM+p4URQx7jpGzaMv0bF6GwP7TsZ1HJBqdWKdv+jz07/7BDWPvhR10RyynT+2+BFFEcuJJk498y5euzP2fL0+TIfqMR2siznW3tJN419WU//71yMKMb/HS/PfP8Dv9qJON5AyuTzi/rwWe1Ds5Fx0XohPDwxGfCZI5p+mQ7HnGA3RF/118ZisNPx5Fe1vbKH5uffDRoq8Vkew8YSuMCvkeYDMhZOl+ioR2t/6+JyK1nh8ZEZD0CSchDpu3DgefPBBtm3bxtSpU0MaANx3330JT0LmNG6vn10NfQB8dWH5ZzsZGRkZmf9QPu+eaCqVKqbz9pngd3tw91vwJRtQaNVxXde0mWNJnVKB+Wgjba9vxjCxLK6Ws+5+yaBRnRFfhEMURRxNXfTvqWZg30m8ZjuGCaVob03HdKgO0eOj9aX19G46QOH1S8I6qIcjsGgU4ojM+Jzu4GIynq5Zfq+Ppr+9j8/hQmVIouyOK6J2zfLanLT+6yNM+yXbBlVqMooIxqMg+ZnYT3VhrWnBerIFW0M7lfevDNsJzO/2Ytx5lJ6P9gXT3XrW76H0q5eHn7vHi72pE1tdO7b6NuyNHUx86A6UYV5bn8OFcddx+j4+hKtLEnv6MYXkXBKa6imKIo7WHvp3Had/TzU+qwNtXiap0yvDvt+cHX10vrcT04Ha4GPWE82kTAp9fTvf2S75zQhQ+tXLo9ZA9W09jOj1oUzSkjF/UsRxadMrsRxtxHLsVEL1XT6nG1tDO7baNqx1rbh7TUx65K6wraZNh+ppeWkdPpskAJPK8sOKEGd7X/DnkeakAQSlkoLrzufUU+9grW7GcvwUqZPjr80WRRGfzYnbaMbdZ8bqDN+1LxFDzGjGmvFwRt3MDAYDW7ZsYcuWLcOeEwRBFjNnSW23BY9PJEWnoiI7dptCGRkZGZlQZE+0s18gjEQURezd/TT84Q26fAoElRKVIQmlIQnV4JdSn4TKoEOTnUbmPGkBKAgCRV++GOuvXsRrttOxaislN10W83gBt3l1enQx4+rup39PNf17qnF3Dwyfs8eLKiWJCT+/jY53djCwpxpnWy8Nf3qLlMnlFF53flQ/kMA+gLhqIdw9p4+vzU2POb5j9TbJmX5wcR0tpc5S3UTzCx8G21anTquk5KZLh5lRin4RR2s31pMtWGtasNW14R+RdmU92TJMzPjsTno/PkzvYEoVAAKkzRhL9kWno5g+h0tafNe1Yatrw97UJbnCD8HW0EHqlNMLY2dHH70fH6J/1/Fh89BXFUleN0PwmG0M7KnGuOt40PwzMBd1hgG/wzVMKLm6B+h6fyf9e6qDBqu6gizyrlqAYWJpyPUzHztFz4b9AOQun4dhXKjBagC/xyu1zwYyF02J2o48deoYEKSuZ9aalojCwGt3Bq+dtbZVElUjolmuzr5h70e/20P7G1vo23YEkFpLF990qdTMIAzODknMqDNTY85ZP7YYW20r7W99TMqEsmEiWvT5sDV24OmzSOaeRjMeoxl3nwVPv3lYVMhbkgEjgomJCJkAkYw14yFhMdPY2JjoJjIJcLxduhsyqSD1c3cnUUZGRma0kD3RJEZT0FgtFnzC6cWX6PXhGbAGRcdQdMU5QTEDoMlMJf/qhbS/sQXj9qNkzJuIoSryYlIUxdM1M2HSzDwmGwP7TtK/pxrHYNvdANr8TDLmTCB9zvigKaEmK42y2y8n56KZtL+5BVt9O5Zjpzh5vInMRVPIv2pBRJ+TYJpZHHfcA/UyCp0mrOP9UEwH6+jdeHpxHS6SEDh+x9vbg2MVGhWFKy8kc+GU4DrBfqqT7nV7sNa04LO7Qvahzc3AML5E+hp0s/cMWOnZuJ++bUeCLX0FpYKM+ZPIvXR2sNWzcdcxejYekARGmGiANjcDfVUR+spCkkpzEf1+zEca6d18IGi6CFJkK2PuBLIvmEFScU7w3MxHG+nfeQzz8VPDFvfa3Awy5k8iY+7EYfVH7j4zXR98gnHXseB4TU46+VctIH3WuLDpYB6zLZjKl1xRENPLZWCvFNlDIZB9YfS0VHWqnuQxhdjr2zEdqg8RMz0b9w8KtJ6g6Dp9USRTV/3YIgxVxcPqXOzNXTQ/98HpSNbYYkpvWx61FitQLxMpxSx4WEGg8IYl1P76ZVwdRow7j5K1eFrweb/HR/3vXo+6D5DeiyNbcZ+JkAkw8vMqKSl290A4AzETwO1209jYSGVl5TlzGv48cmxQzEwuTPuMZyIjIyPzn4vsiXaa0RA0FosFu8NBck4GY269mhSlFp/VgdfmwGuRvvusTiln3+YIWy+SfeEM+ndX42juovWfGxj345siCgSfzYnoke76h4tWNP39fWy1rcHf1ekG0mePJ2POBHTFORFvBiaX51P5wBcxH6qnfdVW3D0DGLcdYWBPNblL55BzyXkhEZjAXeh4amZcg5EhbU561BuSrl4TLf9YB0iL1EiLa0dbL83PfRBcpCaX51P61eUh19fv9g6rK1FnpAwTL5oRqXrtq7bSu+lAMLKi0KrJWjyNnEvOC7nefqcHZ6BQXBBIKs6RxMuggBkqAv1uL9X/8zzu3tOd6zRZqWRdMIPMBZNDzFHbXtmIceex4O+KJC0Zs8aRsWAyyeX5w66hz+mm4+1tGLcdCdaXqDNTyLtiPpnzJkVMzxP9Ii0vrsNrsaPQaSi74/KoqXyiKBXZA6SfNy6uRg5p0yqx17djPlyP+OVLhqWKeQasp6+fQkFyWR76qiIMg9dvZFqe6Bfp2bCPzne2S+epUFBwzUJyLp0VVqgNJRCZiSVmAJJL88iYO5H+3SfofHcn6bMnBKM5Sp0GpV6HIAioM1PQZKaizkxFE/xZ+q7U6+jv72f365LwORshE2Do55XHE1/TjoRViN1u59577+WFF14AoKamhjFjxnDvvfdSVFTEj370o0R3KTOE4x2DkZnC8F0oZGRkZGRiI3uiDedsBI3FYsFsNmMwGFAqlWgyU9FnRi9SD4egUFB806XUPv4yri4j3ev2kH/lgrBjA8X/QMhCHCBjznicrT2knTeWjDkT0FcVxVzoBechCKTNqCJlSgV9Ww/T9f4ufDYn3ev3krV4aoiYCaSZxVMzEyj+j1YvI9XJrDldJ3N7+MW1vamTut++JgkOQSDv8nnkXT4XQRlqSplckU/6nAlS++HxJWiy06KKKYVaKdWDGJLIuWgmWUumhwiNACkTy8hdPlcSLxUFYU1Og/vVqNAVZePuNZEyqYzsC2aQMrk84muTNmscxl3HSZlURsa8SaRNr4wocBVqFZbjTYg+P6o0PXnL55G5cHLMiFnvpgNYjp8CoPgrl6LJin6z2FrTEkxzy7n4vKhjg+cxvZKOVVvxmu3YT3WgH1M45LkqBLUKw9gikssLoqZ/AbS8tI7+XccBKTpVesflMQ07QRJhAdGbVBA9dTJA/jWLGDhQg9dip3v9XgquXhh8btKjdyXk7ySK4lkLmQCBz6uurq7YgzkDMfPggw9y6NAhNm/ezPLlp51BL730Uv7nf/5HFjNngd8vciIYmZHFjIyMjMyZEvBE+9nPfiZbCQxyJoImIGRSU1PRarU4nbE7UEUjuSSXnIvPo+ejfXR/uIf088aFLVQOpK4JKiXKMEXaGfMmkTFv0lmZaSpUSnIumknGvIl0r90t+b6ESQ0LtmaOJzIzmGYWrV6mY/VWKTUuRp1MUkkuyRUFePotlH51+bAFcsi5qFWU3R6+UD8c2RfORKlPImvRlJi1QNq8DAquWRT3vguuWUThivODaWrRSJlQyqRHvhZX+21BqaDwuvNx95nIOn96XK+HvbmLjtVbAaSUtdnjY27TO1hXkzymgOTy/JjjQRId2oJMXB1GTIfrh71W+spC9JWRX7uRZC6YTP8nJ8hcOJnCL1yIUhufb43XZAumGMYTmQGpfXjOJbPoXrubno/2kbV4avDmQaJCpr+/H7/ff9ZCJjg3jYa0tPiylBL+FFi9ejWvvvoq8+fPH6b6J0+eTH19faK7kxlCa78Di8uLRqmgKvfs++rLyMjIfF6RPdHCk4igGSpkUlJScLvdozKHvCsXYDpQi9fuwt1rCitm3P2nPWbCRRjORsSMRJWso/D6JRGfT6Q1c6ABQTQxYxhbQv/O42RdOCNinQxIkayyO65AoVXHvJufKKrBiMy5IFIXrXAICkVCPkJpMxKrgVNqNWgLsvC7PRR98aKY491GC+ZjUm14vFGZ4NymVdHdsRvzoXoKV5yf0LZDMYwtZvxPb0noOsLpFDMEIaS5QjRyl87BuP0oXqsD68kWMqN0bouE2+3G6/WSm5s7KkImQLxlLAl/GvT09JCbmxvyuM1mkwvWz5Jj7VKO6bh8A+oo+ZwyMjIyMtEJeKJVVlZ+1lP5tyMeQTNSyIwmSq2asruuQp1mQJ0WvuhenaonZXIF6tToRfSfBsnlBdJcY3RVE/1+UqdU4OoZiLoQTZteSdJPb4nYcGAoka6PTHxo8zIY+/0v4zHZ4hKEmswUxj14M8Zdx0mbnphwSptZhbvPROq0SkS/GLbFcrwkKmRA6nSWPmcCfpcnIbGv1GkouXUZmsyUMzouSJGZjIyMURUyiZCwmJk9ezZr1qzh3nvvBQgKmGeffZYFC8LnvsrER7BepkBOMZORkZE5G2RPtOhEEzSjLWREv4itvo3+3SfIWz4PTVZqzBqAtBlVpM2ownSwjrbXNpE2cyyGsZG7n50LfC4PpgM1JJfmkhNHCpegUFByy1IAzMca6fpwN5nzJ6FOC408jKwDGthfgypVj6GqaHQmLxNEoVahzT6driT6RQb2Vkudz8LUHyUV51D0hQvwOd2c+vO76CsKyL5oZlhPGp/TzcCealQpyaTNqKLsjivO6blEI7k8n7LbL8drd3Lq/94lZUoFGXPGh00jdLb3MrCvBqVeR87F55EaxTw0HjQaTchn7KdJwmLm0Ucf5fLLL+f48eN4vV6eeOIJjh8/zo4dO0J8Z2QSQ+5kJiMjIzM6yJ5osQknaGw22+hHZEQ/Tc+8h9fqQJOdRt6yuXFv2v/JCUyH6nD3Wz51MWPccZT21zej0KrJXDQ1oVSvno/2YT3Zgv1UJxXfiN45z+fy0PbKRrxWB4UrL0wo/cszYE0oTeu/Hb/XB6IYNTLRv/s4LS+uo+vD3Yz9/o0RX1d7UyfW6mas1c3kXBI+5az9jS0YdxxFV5wT0dTz08ZyvAnToTrMxxpJj1AjNLCvhq4PPkGTk0b2RTPPet6jYch7VsdPdIPFixdz8OBBvF4vU6dOZd26deTm5rJz505mzQp1cpWJn6DHjFz8LyMjI3NWNDY2RvxqaGgYlWP8+c9/pry8HJ1Ox7x589i9e3fU8a+//joTJkxAp9MxdepU3n///WHPi6LIz3/+cwoKCkhKSuLSSy+ltrY2wt5Gh4Cg8Xg8dHR0nJPUMkGpJG2WtKga2F0d1rk8HH63F8uJU4CUmpUofrfntAnkGZAxZwKCSonf5RnmLh8LV+9A0F8la+GUmOON247gtToQVErSZ46N6xg+u5Pm5z/g5K9exG20xN7gHON3e0/XbHxG2Js6qf31y3S9/0nEMT6Xh463twOgK8iOKlDtDR2D47JC2icHyFwkvb7O1h7sDe1nOvWEEEUx6rW2HJU+3wzjSiI2D0gd/Hty95g+89dtNDgjKVVZWckzzzzD7t27OX78OC+99BJTp04d7bl9ruizuug0S11iJsppZjIyMjLnhI6ODn7zm9+c9X5effVVHnjgAX7xi1+wf/9+pk+fzrJly+ju7g47fseOHdx4443ceeedHDhwgBUrVrBixQqOHj0aHPOb3/yGP/7xjzz11FN88skn6PV6li1bdtYdxGKh0WjQak+329XrR79OI2PuBEAqUh7m7h4FS3WT5PEiCKROGRPXNqIoYmvsoOXljzj2o6fpXLMLn8NF68sf0b/3JB6zLe45qwxJQRHVt/1I3NsZd0ptdVVpelImlUcd6/d46f5oLyB1sYonymKtaeHkIy/Rv7san8MV19x8Tjfm46foeHt7sLnCaODsMtL2xhaO//hpGp96B9Efn1CNB7/bi/lIA60vf0TzC2ujjmtfvZXa37yCs72Xng378JjCv8496/fgNdkQVEoKr1sc9fi2QTGTPKYg4pjk8nySSqQ68t4th8KOcRvNuLr6Ef3+qMeLhc/honfLIWoe+ycnf/Uizi5jyBjR78d87BQAqVMqQp4PkFSSi3rQP8d86D+/eVfCaWbvv/8+SqWSZcuWDXv8ww8/xO/3c/nl8bcGlDlNoF6mPCsZg1Y2IZWRkZE5G+64446wjzc1NbF7925+8IMfnNX+f/e733HXXXdx++23A/DUU0+xZs0a/v73v4e1KHjiiSdYvnw53//+9wH41a9+xfr163nyySd56qmnEEWRP/zhD/z0pz/l2muvBeDFF18kLy+P1atX8+Uvf/ms5hsNi8WC0+lEp9PhcrkiNgUQRRG/24u9qQtVpxm/y4Pf5cbv8g5+9+B3e/C5PKjTDcOMIJPL89HkpOPuGaB/94mgA3w0AossfVVR2HqFoXgsdvo/OYFx51FcHacXeaYDNaRMLKVv2xH6tkmLfm1BJoZxpRjGFWMYWxx135mLpjCwrwZ7QwfOjr6YBdKi30//oAlk5vzJUc0ZAYw7juE12UChIHfpnKhj/R4vne/soGfjPhAl35vC688na8n0kLFeuxNbXRu22jasda04WrphUGho8zLInD8Jv9eH12zDY7LhNdnwmKx4TMN/VybrqLp/5fB5eH2YDtZh3HYEa01L8HGf0yNdo/zM02aqVrv03WKXDFUt9uDPyWV5FH3hwmH79gxYMR9txHykAUt182mPH6WCoi9eFOJxY6tvo+Uf64P+PtqCTEpuXhq2cYK730L3+n0A5FxyXlS/GdEvYm+UIi3RWmILgkDWBdNpfWk9pgO1eEy2kGP3bj5Iz0f7ENRKtHmZ6AqypK9C6UuTmRaxWYAoitgbO+jbdoSBfTXB6wFgOliHbkTKpr2xE59NuvmREkXMCIJA2rRKejcfxHSwjrzL54Wcv9dsw2d34nO48Nld0neHC5/Dffpxhwu79rNvWJXwqvlHP/oRv/71r0MeF0WRH/3oR7KYOUPkehkZGRmZ0aO/v3/Y7z6fj4aGBk6cOMFf/vKXs9q32+1m3759PPjgg8HHFAoFl156KTt37gy7zc6dO3nggQeGPbZs2TJWr14NSGlxnZ2dXHrppcHn09LSmDdvHjt37owoZlwuFy6XK/i72WxO6FzCtV+O2OXM58fVZaT57++j90VfwCSV5A4TM4IgkDFnAl3v72Jg70kKViyOanIp+v2Yj0jpMmnTwqeYiT4/luOnMO44hulIAwy5860rzCZz4WQy5k7E0dqDYXwJtoZ2RI8PV4cRV4eRvi0HQQBdUQ6GcSVBcTN0wWwYV4omKxV3nxnjjmMU3hC5hTNI9QoBj5zMhZOjjvV7fXSv2yONnT8JTVbkrAxHaw/Nz689bYpYmkfpV5ejG2zB67U5sZ5sxlrbhq2uVRo3MkgiQFJxLigUHPvh/+G12KPOD0A5xEjT1WvCuO0Ixp3Hhm2ryUolc9FUMhdMxmdzcPi+J0KPHQaFUokoijhaujEfacB8pAFH84jIpiCQPKaAtKljYEh6os/lofPtbfRuOSgdSyGQu2wuecvnRqyX6Xx7G6LHiyo1mdwYdVuuLmPQsyVaZAYgY/YEOlZtxWdzYtx+hLwh73tpX9Jnkejx4WztwdnaM/w6aFRo8zPRFWaTt3wu2twMvDYn/Z8cx7j96LA0MEGtIn32eLIWTw3rgWMeTDHTFmQOa3oQjrTpVfRuPoijpRu30Ywm8/T7z+/2cPzHz0TdPoAn1wDRL9E5J2ExU1tby6RJoT2oJ0yYQF1d3ahM6vOIXC8jIyMjM3qsWrUq7OOPPPIIq1ev5hvf+MYZ77u3txefzxfiYZOXl0d1dXXYbTo7O8OO7+zsDD4feCzSmHA89thj/PKXvxz2WLznFq5rWdS2zUPFh0JAqdWg0KqHfA3+rlGjzQldSGXMlcSMZ8CKtbaVlPGlEedma+gI1rukTg9NMetet4eejfvxmk8vqhVJWjLmTCBz4WSSSnKDRc0pE0pJmVCK3+PF3tiJtaYFa00L9sYORJ8/uMDs3bg/pABfUAhkLpxC57s7MH5ynPxrF6FQhXbACmDcLqUNGsaVoM1JjzgOoP+T43j6LYML8fBRGdHvp2fDfjrf3YHo9YEgkLd8LnlXzBvWictyoonmvw+vwUKhILksD31VEYaxxegrC4NCrePN4U0xFBoVqsFW2ep0A6pUffBnW0M7Xe9/ItUvBfSEIJA6dQxZ508lZWLZcGE6VMgIoEzWoUpJlr4MSYM/J6HNy6Tpb+9j2l8zfC46DSmTykidOobUyRUhkTNLdTOt/1yPu09aN+mKcyi5ZSnJJaG2IQHspzrp3y39beZfvTBmM4dAiplSr0ObG938U6FRkblgMj0f7aNv2xFyl80dFpEr/8bVuHvNONt7pTTLjj6c7X24uoyIPj9+txdHczeO5m4yF06RBP/+Wun1HkRXnEPW4qlkzJkQEp0aivmo5JGTOjlyVCaAvqoIpV6Hz+bEdKh+2PteoVWDIAQFpKBSokzSSl/JWhRDfnYkKfG2H495vHNJwmImLS2NhoYGysvLhz1eV1d3TvJsPy8EPGZkMSMjIyNz7rjxxht5+OGHP+tpjBoPPvjgsIiP2WyO6/yitV+OKGgE0BVlM+6+L5CVk51wByRtbgbJ5fnYT3UysLs6qpgxH5ZSzHRF2Wiz00Oe91odQSFjGF9C5sIppE2vimpsqVCrpOjLuGJgAX63B1tDO9aTrZK4aerEMK4kZLuM+ZPofG8nPqsD8+F60s8bF3b/HrNNihBxujA8EqLPT/eHUlQmY/aEsMLHbbTQ/PwH2OraANDkpFH61cvRV4TeBjdUFSGolCRXFGCoKkI/tojkisKIBeAlN1+GQqNGla5HnapHodNEfD0t1c1Yjp8CpDqgrEVTyVw4BU1maJMIVUoSY75zAyqDJFhU+qSoqXZesw3T/ho02WmSeJk6Bn1VUVjBKIoiba9spG/rYUBaYOddMZ/cy2aFbbE8bLs3NgOSKMhcED1iBgSL+fUVBXG9z7OWTJNqdQasmA7XD2vkICgUaHPT0eamDzP9FH0+XN0DpwVOh5GkohzMRxoRvT4UWnUwCpNUmhdzHm6jJViPljo1do2ZoFSQOnUM/buOYx4hZgRBYPzPb0Wpk0SLoFZGPL7RaMTz4iFsNtt/js/Mtddey3e/+11WrVoVNCOrq6vje9/7HtdcE739oEx47G4vDb1SsdpkufhfRkZG5pxx6NAhZs48O+fz7OxslEolXV1dwx7v6uoiPz809QMgPz8/6vjA966uLgoKCoaNmTFjRsS5aLXaYcX78RCPj0w4QSMIAoJCgUIVeWETi/Q5EyQxc6CWoi9fHDYlSBRFTIekTI9IKWaZC6eg0KjJXDApau1DNBQaNSkTykiZUAZIRfLhPDk0GSmkTCrHcqwR446jEcVM/ycnwO9HmaSNabjYv6cad68JBMhdHiHlSSC4OM1cPJXC65dEjCio0w1M+e234zZLjGexG8AwroTMBZODYiOaOBEUiqgidSQZcyeSMrEMbX5mzPeUIAgIgyInuTyfkluWxmXyGKh5Aii8YUnU9MYAp4v/I9fLDEWbnU7KpAosxxrp23Iorq50glIZrJ8ZSt6V81FoJCGTSDvwQIqZMkkbtc5nKGnTKunfdRxrXSteq2NYFEyXlxn3sdVqNVarFZVKNeomu/GQsJj5zW9+w/Lly5kwYQLFxVLP99bWVs4//3z+93//d9Qn+HmgutOCKEK2QUtuavj2fzIyMjIy8TOyPgUkYfD2229z5ZVXDnv+d7/7XUL71mg0zJo1iw0bNrBixQoA/H4/GzZs4J577gm7zYIFC9iwYQPf/e53g4+tX78+aDZdUVFBfn4+GzZsCIoXs9nMJ598wre+9a2E5heNRAwxRwqa1NSzv9mWPns87W9uwe90Yz7SEFYYuDr6cPdI2QqpEVoy6/Izyb9qdI26oy0csxZNwXKsEcuJJtx95pD6FlEUgylm6XMnRo0QiX4/3WulNt7p540L1r2MRJORIplwKoSIom4oibi+J4KgEIJmoKONypAUs7nDUPKvWYQ2L4OsxVPjEiV+r4+O1dsASJ1WGZfQ8tqcuAY7hcUrCgCyL5iO5Vgj1poWnO296Aqz4952KDkXh/e0iYVlMMUsZXJ5zMYTAVImlSGoVYgeL+ajjWTODy0jiQeVSoXBYAjW7I2WoLHbY9d1wRmmme3YsYP169dz6NAhkpKSmDZtGkuWRC+Kk4mMXC8jIyMjM7ocOHAg7ONz5syhu7s72EL5TCMMDzzwALfddhuzZ89m7ty5/OEPf8BmswW7m916660UFRXx2GOPAfCd73yHCy64gN/+9rdceeWVvPLKK+zdu5enn346OI/vfve7PPzww4wdO5aKigp+9rOfUVhYGBRMZ0siQibAUEHT399PUlL8C89wqFOSSZlYhrOjD9HjCzvG3T9oBCkIwba3nzWpUytQpSajzcvE53CFPO93eUgqzcVtNJMVK8XML0ppSR/tI3f5vKhjh6YlyYBSqyY7TPe2SChUSkpuuYyOVdsovP78uLZxdRlRaFT4vT6SyvJibzBIyqRyNDnpaLLTEH1n14Y5UURRxO/xghBfvUwAhUZNyqQybDWt+Oxn1wJer9ejUqlGTdBYLBZstvhaqZ+RjBcEgaVLl7J06blR6p83Tncyk8WMjIyMzGiwadOmc7r/L33pS/T09PDzn/+czs5OZsyYwdq1a4MF/M3NzcM6gS1cuJCXX36Zn/70p/z4xz9m7NixrF69milTTi98f/CDH2Cz2fj617/OwMAAixcvZu3ateh0Zx+xPxMhEyAgaLq7u3G73Wd0fNHnB0FAUAiU3rYcZbIuYjva1MnlTHz4a3hMVmx1bahT9Why0z8Td3W/x4v9VCeazBQm/Py2iOaJSp2GsjuuwGd3okzWYatvQ1uQhSrMeIVKSc7F55F9wYzgHXS/x4ugVMQVbZBJjJTxpRh+eGPc7x/9mELG/+KrmA7VY61ujsuw1VrXis/mouxrV5BcEr8AGi0EQaDyO1/Aa7Hjsdix1raSXJYfNUIYoPjLl6Ay6KLWHcVL4LPlbAVN4PMq3lr8MxIzGzZsYMOGDXR3d+MfYQL097///Ux2+bkm4DEzSa6XkZGRkfmP4Z577omYVrZ58+aQx1auXMnKlStDBw8iCAIPPfQQDz300GhNETg7IRNAo9GQkZER953SoVhPttD2+iZyLp1N5vxJcaUVCQoBTUYK9X94A3fPAIU3LCHnkllnMvWzovbxf+Fs7yX/mkXkRaptGYIyWYfo89Hwl7fxu9yUf+2qiNGVoalA3Wt3YzpYR8H1S0idXD5a05cZZKSQcbb3Yj7aSM5ls8OKHGdrD+2vbUJQK5n2xH0x99+xehv2hg7yr174mYiZAKqUZPq2HaHz3R3oirIZ/5NbQsa4+8y0vb6J4i9fgjrdENaT52w4W0Ez9PNKGafASvgWwC9/+UuWLl3Khg0bgmHnoV8yieH1+anukCMzMjIyMmfL8uXL2bVrV8xxFouFxx9/nD//+c+fwqw+W0ZDyARQq9Vn1K2od+thnO19dKzeGjZFKxKeASvungEAkssTM7JwdffTsXobonh2jvQBL49AR7F4sNW143e4wC/GlabkGbDSs2Efzo4+bPXxH0cURczHGhF94dP1/p3xuTyjvk/PgJX6P76Jrb496jiv1UHjU+/QsXob7SNaVAcINBoQvaOTLubuM531ezFeAu+h5DBd70Sfn/o/voH5cANNz32A6D836XApKSmkpqZiNpuxWCxxb3emn1cJR2aeeuopnn/+eW65JVTtySROY68Nl9dPskZJeZbc2lpGRkbmTFm5ciU33HADaWlpXH311cyePZvCwkJ0Oh39/f0cP36cbdu28f7773PllVfy//7f//usp3xOGU0hE0BxBmlQhdefj/lIA16zna4PPqHw+vhqbK2DAkJQK+OuXRB9fno27qfzvR2IHp/kdh9HK16QjAIFpXJYxERfVYhxx1HJcNPvjysNLNCeOakkF01G7OveuWYnfrcXpSGJ3MtmxzVXe3MX7W9+jK22laIvXUT2BTOijg84yZsPN5B/9cKoBeKiX8RS3YRx2xEyF08ldVJ5XHOKB1d3Pz0f7aN/70km/Pw2qTYq2rx9PqwnW/HanWTMHh9xnPlYI80vfIjP6qCpe4AJP78tbIqV6PPR9Owa3L0mBLWSjDkTwu4vmHIlinG/7pHw2Z2cfPSf6AqzyL9yPobxpWecMin6/VhrWxnYc5LCG5aEeM6Ifn+wE5u+MrR5gaBUUHjdEk49/S622la6P9xD3uXR67bOlEQjNGfzeZWwmHG73SxcuDDRzWQiEKiXmViQiiJC/rCMjIyMTGzuvPNObr75Zl5//XVeffVVnn76aUwmqSuWIAhMmjSJZcuWsWfPHiZOnPgZz/bcYrfbcblcoypkIuFzunEMGk86WrpxtPagryyk6IsXAaDJTCVv2Rw639tJz8YDZC6cErGD11CCd5jLC6IaVQZwtPXS8tI6HE1SC2x1ugFVhBQaURRx95mwN3Rga+zA3tiBo7WXqgdWDutgpa+Surb6B88xuTS6qBJFEfOgmEmdGrsQ29nRh3HHMQDyr5gf1RARJC+Rzne207/7RPAxW0NHWDEjiiKOpi4G9tUwcKAGj1G6Q24YNBEdiWfAinHHUfp2HMNjNAf3EU7MiKKIx2jB2d6Lo23QDLKtl4pvXRO2Vbb9VCfd6/diOlgbNNXs3XKQgmsXh4z1u71YTjRhOliL+XADPocLVZqe9PPGhdRZ+b0+Ot/eTs+GfYDUlrjwhiURa0XaXt+CtaYFgJKbl5JcFr6VuqA6LV5Erx9Bc+ZiZuBAHX6HC3t9Ow1/fIvkysKERY2jtYf+3ScY2HsSz4AVkIR25vzhQt3Z1ovfKdW16SuLwu4rbUYVWUum0/fxITrX7MQwriSs8HG096JQqVBoVAjqwe8JtmWPV9Cc7Y2XhMXM1772NV5++WV+9rOfJXwwmVDkehkZGRmZ0UOr1XLzzTdz8803A2AymXA4HGRlZaFWhzcQ/G9DpVJhs9nIzMwcdSEj+qQ7w57+OhytPThau6VUsJEZNCMWnTmXzca48xjuPjPtb2ym4u7rYi6KbLWSmDGMDb8oC+D3+uheu5vuD3cHu0hlnT+NghWLg+LA5/LgaOoMChd7YydeS2jbV3tjxzAxo8lKRZ1uwDMgNSOIJWZcXf3B1Lh4vFw6Vm8DUUSTk07m4qkRx/mcbrrX7aFnw75gFzhdYZZUYzNEbIiiiKO1h4F9JzHtq8HdZx62H11hFqLHe3q8z4/5WCPG7Ucl9/ghqVD6qiLSZ43Ha3fibO2VhEu79N3Z3hdcNA/F0dYbFDOiKGI53kTP+r1BAQGgzkwh55JZwyJmPocL87FTmA7UYjl+Cv+INDRNZipei31YfYerd4Cmv70fFK/JFQWU3XFFSNvsAL0fH6Lv40MA5C6bGzEqA6fTzKRr5OMMS8wByFw4GW12Gp1rdmKrawuKGn1lIXlXLsAwviTs34LbaGFgbzX9u0/gbO8b9lxyRUHYZhSBFDtVmj7idQAovH4JtrpWnO19ND33AeN/fNOw/Yl+PzUP/yN0QwGEQYGjUKsQNCrcGUkQpUdJLEEzGhHkhF8dp9PJ008/zUcffcS0adNC/nNItF//551j7dJdQ7leRkZGRmb0SUtLIy3tzEwV/1NRqVTo9frRFzJeH872XlpPrEfvC71Trc5MJakkh6SSXJJHpIUp1CoKb7iAU0+/i+V4E+YjDVG9U7w2J84OyTAyEB0Jh/1UJy0vrQsu9jQ5aZTcdBmGcSXBMX3bDtP6ykbwh9YsKLRqksvzSa4oQF9REGKSKAgC+qoiBvaexFbfFtMDJBCVUaXpSYpRCG6tbQ2OL7h2UXjXe58f486jdL63E69ZEl+qlGTyr15I5oLJwXQxt9FC37bDDOyvwd09MGwf2rxM0meNI33WuKBBo7vPjHHHUYw7jwXv9AMoDUlkzptE5qLT0bO21zbRu/lg2HMQlAq0eZnoirLRFWahy89E9PkZ2HeS7vV7g6afALrCbHKXziZ91rhgGtfAgVqMO49hrW5G9A6p/REEDGOLSZtRRdqMqpB0tP69J2l9+SNJUAmQu3Qu+VfNj9iRy1rTQttrmwHJbyb/6ugZRsPEjPfsapIEQcAwvoTKccVYa1roem8ntvp2bPXtNPzxTfRVReRdOR/DuBL8Lg8D+2ro330CW13rsJsEmpx0MuZOIGPORLS56WGPFYhm6iuLot4sUGhUlN1xBTWPv4zHaKbl5Y8ou/PK4DZ+tzf8hiKIHi8+j5fAVfEIXggf4AoSSdCMVipswmLm8OHDQUOvo0ePDnvuTHIA29ra+OEPf8gHH3yA3W6nqqqK5557jtmzQ/NGv/nNb/J///d//P73vx9mPPafiiiKsseMjIyMjMyo4vV6SU5OHv0dB1oHC0jO5cWScEkqySGpOBeVPnoL6dTplRgmlGKtbqb9jS2kTCyLaPRoq2+TFnIKRdhCZr/bI6WtbdgvRRMEgZyLzyP/6gUoNMNvsmqy04NCRpuXcVq4VBSgK8yKWQ+hrxwUM3XtiKIYda0TTDGbUhGx9TRI//93rNoKSE0G0sI4xtvq22j914agUBPUSnIumUXu0jkhBp8ekzVoxAnSwlcSMOOlcxwx58a/vo2z/bTQMEwoJWvRFFKnVYa8JgHzR01WKrrCQdFSmI2uKBttbsYwESb6fJx8+EVcXacbQunHFpO7dI5k0DhiHrba1qDZo6BUYJhQRtrMKtKmVYbteud3e2h7fXPQoFSVmkzpV5eTMqEsZGwAV+8Ap555D/x+dIVZlH51edTXBkChHHpOo1MkLwiC1CZ6XAnWky10rtmJvb4dW10bDU+8iX5sMcU3XUbrP9cHt1EakkifNZ6MuRNILs+P+t4TRTFYZxYubWwkusJsir5wIa3/2oBpfy3GiceCHkkKrZrJj38Dv8eL3+3F7/Eiur34PR78bi+ixxt8zuJzQU14X6+hjBQ0gZ9HIxU2YTEzmr37+/v7WbRoERdddBEffPABOTk51NbWkpGRETJ21apV7Nq1i8LC+N1Y/93pMDnpt3tQKgTG5Z3bnGYZGRkZmc8HXm+Eu6pniSAIaPPSGXf3F8nOyzmj7YtWXsjJR17C3WuiZ8P+iO2OA93DkktzUWpD0wPNx07R85FUJ6EryKLklqXBzmMjSa4ooOLuFSSXF8QUXOHQV0lpbl6LHXf3ANq80DUKSNEkW4OU5hMrxcx0oBb7qU4ACq47P+wi1e/1BYVMxtyJ5F+zCE1m+LVCcnk++rHFJFfkkz5rPEnFOVEXvpkLJ9O9bg+ZCyaTuXAK2pz0iGPTZ48nfda4mPU8IBXO66uKcHX3kzajitzL5kR8XQDSZ43HY7KSNmMsqVMqYh6j+bm1mA7VAWCYWEbpbctQp0ZunuRzuDj113fw2ZwoDUmUf/PaECEY9jyG1Mz4ZfLWPQAAzPlJREFUzzIyE7JvQSBlQimG8SVYTzbT+d5O7A0dqFKS0OWmkzKpHGWylow5EyQBGGd7Yo/RjNcktU4PvGdjkbl46mB9Uh3tr29CP6YAXYEkflUp8d0QURiNcYkZCBU0o1XTd+ZJgKPA448/TklJCc8991zwsYqK0IK5trY27r33Xj788EOuvPLKT3OK55RAVKYqx4BOffZmRTIyMjIyMucSQaVCcRb/X+kKssi5aAY9G/bTvfYTMuZNDNvxKyBmIi3K0mZUkTa9Cl1RNrnL50ZtEKDUqhNyRQ83Z2WyFp/dhbWuLaKYsRxrBL+IoFaGLbAP4Pf66Hh7GwCp08ZgGBs+jS5lfCl5V8wjdVplzFodQRCouj+yh9FIshZPI/uC6XEtlONZ/A8l7/L55F46O+J1Goq+sjCuKEJw31fMw1LdRN7l88i5dHbMCEvX+7twdvSBQkH5165Cmx1fyqmgHFkzM/pIoqYMw/hSrCebUadLfwcVd684o0wnW50kpBU6DUmD0bR45lB802XYm7rw9Ftoeu4Dxv3wK1G73f07ckZiZu/evbz22ms0NzeHuAG/9dZbce/nnXfeYdmyZaxcuZItW7ZQVFTEt7/9be66667gGL/fzy233ML3v/99Jk+O3V7R5XLhcp3uYz80nPXvRqCTmVwvIyMjIyMzWqhUn+l9ypjkXTGf/t3VqAxJ+KwOGCFmfE439uZuILKYEQSBsq9fdcYtbhNBUAjoxxRiPtqIrb4tmIozkkCKmWF8aUiq21A8A1YplUsQwnbzGkr+Veeme2w8zvBnSqTo0WiQVJLLxF/dGZfxKkDelQtw95pJmVyGYVzk2quRDK+ZOTdeLMFjDYqaob+fCUP9ZRIRIyq9jtLbl3Pq6ffIu3zeORUyQ2tk4MyNNUeS8Lv5lVde4dZbb2XZsmWsW7eOpUuXUlNTQ1dXF9ddd11C+2poaOCvf/0rDzzwAD/+8Y/Zs2cP9913HxqNhttuuw2QojcqlYr77ovtwArw2GOP8ctf/jLR0/pMON4hFf/L9TIyMjIyo8ttt93GnXfeyZIl8Xma/DehUqmw2+3npm5mFFAmaan87hfQ5qaHjQwISgVld16Bra4tYntZOPNF35mQsWAyyZWFpEyMXJtRcN356McWR+0iBaDNTmPcj2/G3tiBriArZh2OzHDiFTIgRZXORPQqNGqylkxHUCpQJsdOr0ufOZakkjySYkTQziWZi6eiyU5DnZn4mtJQVczEX90ZNqVztIhU7D8agiZh+fXoo4/y+9//nnfffReNRsMTTzxBdXU1X/ziFyktjRxWDYff7+e8887j0UcfZebMmXz961/nrrvu4qmnngJg3759PPHEEzz//PNxvxEffPBBTCZT8KulpSX2Rp8Rx+TifxkZGZlzgslk4tJLL2Xs2LE8+uijtLXF76z+n47X68VmsyXkvP1poyvIipjipFCrSJ85FltDOycffpH+vSc/5dlJeAas9A628k2fOZa8ZXOjpnvZ6tqkWpjGzpj7FhSKoFBreHIVdb97LRjZkRldRq4fezYdoP2tj3EbI/99tL66EfPhetTphriMT3MumUXxly4idXL52U73jEkuzUNXmE37G5s5Ga6t8iCiGNrVD/hMhExKSgqpqamYzeaz+rxKWMzU19cH61Y0Gg02mw1BELj//vt5+umnE9pXQUEBkyZNGvbYxIkTaW5uBmDr1q10d3dTWlqKSqVCpVLR1NTE9773PcrLy8PuU6vVkpqaOuzr3xGTw0NrvwOQPWZkZGRkRpvVq1fT1tbGt771LV599VXKy8u5/PLLeeONN/B4PLF38B+M1+tFr9ef9QLhTBB9Ptx9puDvngErbuOZpXt7TTa8JhviOWpoEA1Hey/VD71A2ysbsZ6M76aoo7UH68mWYIF6PPi9Pmy1rdjq2vB7EjtPn8uD5URT/OMdLnxhvGE+C8QwbbIj4bM74x5rPnYKn8MV8Xm/1yf59Xy0j95N+yMf0+aQ3ru9pohjPksitU72OVx4zXa81lAPJZD8Y5qfX0vftsPncnrDiNV+eTQETcJiJiMjI3iwoqKiYHvmgYEB7PbwFy8SixYt4uTJ4XdcampqKCuTwri33HILhw8f5uDBg8GvwsJCvv/97/Phhx8mOvV/KwLF/0XpSaQnJ1ZcJyMjIyMTm5ycHB544AEOHTrEJ598QlVVFbfccguFhYXcf//91NbWftZTPGckJyePyh3PRLA3d1Hz+L+o/9NbUvtWUaT5xQ85+fA/MO48FvGOcCQC4wXhzHP4A4s+e3NXQi12dflZQZ+V1lc2xCU0Ah3MnG29Ue/6D8XR0h30MdGPib8Q3t7STe2v/0njX1Zjb+6KOlYURQYO1FL90AuSSWccuHoGaP3XBjyD3bGi4fd46dt+hL7tR2OO9TnddL67g7r/fQXRH/318Ht9dK/fy/GfPBtsORxtDq2vbqLxz6toe3VjxHGm/TVSxy9BIPvCGRHHaQZTteJ9HT8tXN39NPxlNU3Pvhf2eb9LEquKCFGWno/2MbCnmtaXN9CzYd85m2eAeH1kzlbQJFwzs2TJEtavX8/UqVNZuXIl3/nOd9i4cSPr16/nkksuSWhf999/PwsXLuTRRx/li1/8Irt37+bpp58ORniysrLIysoato1arSY/P5/x48cnOvV/K453yClmMjIyMp8GHR0drF+/nvXr16NUKrniiis4cuQIkyZN4je/+Q3333//Zz3Fc0Is5+0zwR9mAep3e+lcs1NaHPlFEMBS3YSuMAtnaw9+p5uWf6zDdKiO4hsvHebiHv1gg+InRseqoYh+EXtjB6bD9ZgP16Mryqb4K5dS97+vokzSkj5b8uxIKs2Lmr4uKASKb7yEmsdfxtXVT89H+8i7fF7UY+vHFKJM0kpu9kcbyF4yPeZ87YOtnDVZqSHGkJHOr2fjfjrf3iaJM4UCR2tPxPQ3t9FC22sbMR+WUtj6dx0j78r5qCO03XW0dNO9fi8D+2pAFFEmaSlYEb5Jgc/hom/bEXo27sdrsqFKSSZjzoSwzQVEn5++7Ufoen9X0Pyz/5MTZC4I39jJerKF1lc34uo0AtC1ZieG73wh7FhnRx9Nf3s/6JvjNlrwuz0hTRhEUbp2IHXD02RF7mwWqHtyG8NHZvp2HEWdpkdXmI063XBWNU9SNNOMq6uflMnh/Yl8TjddH3xC78b9QVFuq28P6QTnd0lRZ4U2/E3yrCXTsZxownqyhfY3P8bn8khF/wnMX/SLONt6sFQ3Y6luxl+WGXZcooaYZ/N5lbCYefLJJ3E6pZDfT37yE9RqNTt27OCGG27gpz/9aUL7mjNnDqtWreLBBx/koYceoqKigj/84Q/cdNNNiU7rP45j7dIfiNzJTEZGRmb08Xg8vPPOOzz33HOsW7eOadOm8d3vfpevfOUrwfTjVatWcccdd/zXihkYXUHj8XhCOphaa1ppeXl90HVem59Jyc2XBaMM4352K20vb8B0qA7z4QZO1r9I8Y2XkH7euJjHC9y5j9Vdye/2Yqluwny4AfORBryW01kingErlhNNiF4fXoud3k0H6N10AG1epuSmPndCxEVtUkkuORfNpGfDfro++IT0WeMjOq8H5pkyuZyBvScxH22MS8wEfGmS44jKeExWml/4EGu1lIqvyU2n7KuXh/VxEf1+ejcfpPPdHcEFrmFiGcU3XhwiZERRxFbXRve6PViOnQo+rs5IQZMTem08Zpt0HT8+jD+Q0qUQSJlYht/lHiZmRFHEfLiBjtVbg0aaglpJzsWzSJtRFbrvASvtb33MQKBOShDIWjKN/KtDu7qJoohx+xHaXt+C6PGCIJB/5Xxyl88Na4Rqq2/DMdglL+fi80KeH0qgiN5jtIQ0aBB9Ptpe2RiMqCmTtUET0aTC7KCx6FDPHNEv4um34Orux9U9gKunH1eX9N3da4bB9/rEh782rBuc6Bfp332CjtVbgyJQnZlC4fVLSB4TaibrC4qZ8JEZpU5DxbdXcOqZ97AcbaTrvZ34ne6IXkcB3EYLluomrNXNWKub8Vodp4/ptMGIpWyiQibAyM8rZZweOwmLmczM0wpMoVDwox/9KNFdDOOqq67iqquuinv8qVOnzup4/y4E0szkehkZGRmZ0aegoAC/38+NN97I7t27mTFjRsiYiy66iPT09E99bp82oyFo3G43/f39aLXSAs3ncNGxait9245IAxQK8pbNkTxfhjjIq1OSKfv6VQzsrqb1tU34bE6anl2DaXYdRV+6OKqJZbCuIswiy2t1YD7SgOlwPdYTTSE1BLqCLFKnjZE8Wsry0f8qn/49J+n/5ASuLiOuLiOd7+6g890d6CsLyZg3kbTzxqFKHj6fvCsXMLCvBs+AldZXNzLmnuuiLvpSp1QwsPck1pPNYaMDw85PFLHVS2ImVoqZ6XA9Lf9Yh88m3UzOXDCZwpUXhvWAsTd30fryR8GFuyolmcIvXED67PHDF+V+EfPRBrrX7cHe0BF8XFuQSe5lc8iYM35YkwZXzwA9H+2TUgYHF/KCWkXWoinkXDIrpIub/VQn7W99HPQMQoCMeZPIv3phSFG96PPRu/kQnWukxTVIRqBFX744bNTJa3PS+s/1mA5K9UnqzBTKbr88ave73g2SsWNSWV5YITCUwLn4XR58NuewDmpeiwNNTpokzvwiPrsLW13b6fMcRJ2ZKvkNiSL9e6qD1ywiCgWefnNQzNhPddL22qaguaqgVpK7dA65l82O+L4KXLtoxfwKtYryr19N8/MfYNpfS89H+/C7PBR96eJgVEj0+TAfPSUJmBPNuLr7Q/ajTjdgmFgmRWZOnE5ZO1MhE2Do51Xg8yYWZ9Ro3O/3U1dXR3d3d0jI+fPYBjNRXF4fdd1WACYXxWfgJCMjIyMTP7///e9ZuXIlOl3kxXJ6ejqNjY2f4qw+O85G0Ljdbnp7e1GpVGg0GqwnW+h8dzeeAen/saSyPEpuuoyk4pyw2wuCQMa8iejHFdP6z/VYjjdJC/6aFkpuuixYaxJCIDIT5i57w5OrcAytFREE9JWFpE2vJHVqZUgERZOVRt7yueQum4OjpZv+3ScY2HsSr9mOrb4dW307ba9tpuyOK4ZFDJQ6DUVfvIhTT7+L9UQTA/tqyJgdOc09ZVI5CAKix4f1ZEvkcwPcfebg3XZ9hMW13+2h/c2P6dsqFWwrk7QU33Rp2MiWz+mma81OejYegMF6o8xFUyhYcX6IaOzfe5LuDz6RDCUHSS7PJ3fZXFKnjhmW6uTq6qdzzc5g6hlI0YjsC2eQfeHMkFbJrt4BOt/eLo0fxDCxjMLrzg/7HrHWttL26kac7dJclHodBSvOJ3PB5LApV9a6VpqfW4unX6qtSDtvLCVfuRRlcuS/dVfvAKbDkvDJufi8mGlVmiHtjd1G87BzVKcbmPCz2/B7vLg6jTjae3G29eJs78PZ3hv8u/AYzXgGrGiyUk8LGUHatyY3A21uOtqcdLR5GWhzMtBkpSIoFXjMNjre3k7/zmPBY6adN5bC65bEbPvtjxGZCaBQKSm74wpaNOvp33Wcvq2H8bs9lNy8NBgJbX7+g+D+QDLjNIwrIWViKYYJpWhzMxAEAaPRGBQzZytkAgS2NRqNcY1PWMzs2rWLr3zlKzQ1NYUU8wmCgO8cOaX+N1HbZcXrF0lLUlOYFvmPT0ZGRkbmzLjllls+6yn823EmgiYgZNRqNampqVi7jbS+/BF6nwJBraLgmoVkXzQzrOAYiSYjhYq7r8O4/Qjtb36M12yn8a9vk3PJeRTecEHI+GCaWZgFbeq0Mbg6+0iZWE7q9DGkThkTl/+IIAgkl+aRXJpH4XVLsJxsZmD3CUwH6/B7vGFTtlKnV5I6dQzmIw20v7GZ1Mnlw1KIhqIyJJE8pgB7fTvmo41RxYx9MCqj0KrRFYU6trt6Bmj869vBuhH92GJKb1se1pTS7/VR8+t/Dkv3K/7KJRiqwhtFWk80BYVMyqQycpfOQT+2OOwi3+d0BdO+1OkGci6dRebCKWGjQqIo0vTsmmBUSFeUTeF1S0iZFN6fx3ykgca/vi39IkDW4mnkX7MoYsSua+1uOt/dAaKIQqOicOVFZC6cHFOc9G46CKI0//TzxkYdC5KgUmjV+F0e3H3msNEhhVpFUkkuSSW5wx732pyD4qYXVZoeTWYKKZPK0eamo8lOGxa5HIno91P321dx90ilCLrCbIq+eCGGcSUx5wyxa2aGIigUlNy8FIVWTd+WQ/R/cgK/20Pp7VegUClJmViG1+ogZYIkXpLL8qOmfNpsNux2+1kLmQApKSm4XJE70w0lYTHzzW9+k9mzZ7NmzRoKCgpko6czYGi9jHz9ZGRkZGQ+LRIRNEOFTFZWFl6vF2WSBgQXhvElFH/lUrQ56QkdXxAEshZPwzChlJYX12Gra4tsNBhsABC6gMq5aCa5l84+Kyd7QakgdVI5qZPK8Tnd2Bs6whbhC4JA0RcvwnqyGa/ZTsc72yn+0sUR95s6pUISM0caEL98ccT/54P1MhUFYcWgypAk1YIoFORftYDcpbMjikaFSknG7Al0r9tD3vK55Fw2O+qiOWfpbHwuD7nL5pA8YjE+kuSyfLIWTyW5ooD0ORNQqCLXMQiCQP7VC2n950fkX7OQjLkTowpdw8QytHmZKLRqir98cVgxOWz/SgWIIrriHMruuCLYcS4aPocL4w6p01r2hTMi+huNPA91ZgquDiOeBFuLq/Q6DOOKMYwbIiQje60OP65CQe5ls+l4ezv5Vy0ka/HUmDVjQ4k3MnP6eNJ7W6FV07NuL6YDdfSU7iNv2VzK7orfbDTgbZWenj4qQiZAvMa/CX8K1NbW8sYbb1BVFVq4JRMfcr2MjIyMjMxnRTyCZqSQUQwuSBUaNWVfu4zCqePO6macNjudyu+uxHy0IWL0IlpkJlJk5ExR6jQRowcg1VDkXbmAjlVbGdhTTf5VCyNGD1KnjqHz7e14Bqw423ojpt8FxEykehllkpayOyVfv1iLfIDcZXPImDsBbW5GzLG6vEzKv3ZlzHEBir9yadxjUyaVM+GXt0cVUwEUKiVj7rsedZo+ruheziWzUGjVZC6YHNf+AYw7juJ3eVBoVGQumhrXNgCazDRcHUbcfWfmk3SmZC6cQtrMcVHrySLhi9GaORyCIFBw7WKUWg22+rZgc4RE/r49Hg8Gg2FUhUwiJCxm5s2bR11dnSxmzoJjg2JmcpEsZmRkZGRkPn2iCZpIQiZAUnHOqGQVCAqBtGmVYZ8TRRFBoZCaACTQmvlcknPxTLxWBzkXz4y60NQVZKHJTUeTlRax6Fv0+1GnGXD3maMW/8cjYgIo1Kq4hMy5RhAEhDiFBhDSDCDqvhVCXF3ihpIypYKs7gEUGnVCAkGTmYJCo0rI4HM0EBSKMxIyp3cgoIwjzWz4JgJ5l89D9PkTigQFUKvV6PVxtlw/B8T1bjt8+LRT6L333sv3vvc9Ojs7mTp1Kmr1cPU3bdq00Z3hfxl+v8iJgMdMgVz8LyMjIyPz2RBO0MQSMp8WjpZuClacj1KvI2V86Wcyh5EISiWF150f8Xm/24PpYB3ps8Yx4We3RV0UCgoFY+65DtHvx9XVT//uE6ROqYhaxD78WF4EtVJOVY8DXV4mxTdeQv/uE3S9vwt91YgUsBH4nG5sta2oM1KY8vt7/mOusdtoIX3WOAquO5+kMDVY8XAmQgZApTrzdM/RIK6jz5gxA0EQhhX833HHHcGfA8/JDQBi02S0Y3P70KgUVOZ8dipWRkZGRkZmqKBxu924XK6zEjKurn402WlnvCgKYD5cT9f7n5A8poDM+ZMS3l70i/icrpBWy/Hic7rpWb+X3MvnRa0RGTr+xE+fxWd3odCo/3/23jtMjvJK376r83RP7sl5pFHOGSGhABJRiCCiCTbGYGwDXuP1x+L92bve9Trs2sYJk40xBpMRAhEklAXKWRpppMk5d86hvj9qujWj6TiSiHVf11yj6X6r6u3q7tL71DnnORF7qERCUCgw7TlB9we70RZmM/4nX4+7jSiKND33HohiUk1I3R196AqN8Qd+jvCabIiBINqc+Dd/rUfqCXh8Ud3m+rYfwVHbRv4V82KKGVdTV9iUwLhwSlRjCZ/VgcqgS6gG51zR9f4u1FlpEb8TDU+8jbu1h9zls+PWQX3ZSEjMfFWsKz8NQvUy4wvSUJ3lxV5GRkZGRuZsCUVkQg2xRypkLIfqaP7b+2TPn0TxTUsB6Nmwj6DXLxWkJyAKQoQaWY6kXsHvdNPy/If4bU5G/+DGhGsrQgT9Aer/9CbOhg7cnX2Uf/OquOJMqdOgryjAVt1E38dHExYzQLhXSvrk6M5ngzHtPo71UB0AthlNZM+LLfbEYJCO1dvp2bCfyu9eQ/qkyoSO42zpJqU4J6FaFr/dRcDhRpsfP81NDIo4mzoxVMbu9eJq66XhsbdQaNRU/evNMd3q7CdbaXzm3XBaXyRBEzKLCPr8w54bTEpFgWQ6EQziqG+PmAoZ9Pqo//NbUl3Tt64a1oj0fGDadVxyckOqp8qYNnReaRPKcbf2YDveBDEiiOcCURQx7azG2dCB/vLYDUg/DRL6hpeXJ2jDIBOXwU5mMjIyMjIynzWhiEwIh8ORVCGvKIr0rN9Lx9vbQZRETf6VFxBwuul4+2NEfwDzvhpKblsedwEbItTnw29xEPT5ExYkzuYump5+NyyCLAdryZozPuHXAlJRevrkSpwNHVgO1NLywjpK77wsohHBYLIvnIytuglbdSM+sz2iM9qZuDv7w9bLiQggr8lG26ubAUifOpqsuRNijg+4PDQ/9z7Wo9JN6f4d1THFjCiKOE610vXBbuwnmim/+0oyZ0Xvq+Mz2+n+aB/92w+TUl5A1Q9ujL7vQBDz/pN0f7gbd3sf435yZ9RIke1EM41PvUPQ7UWh0+DpMkUVM87mLhqeeBvRF0CTmxk16hKq44knZpRaNfqyPJyNnVHFjPVIPe7WHgBO/eolKu5dgb488fqmZLHXttLy4noAUseVkjapYtiYtInl9Kzfi7u1B5/VgTr9/GT/eHrNtL60AfuJZgACFSNLaTuXjCjJ7dSpU2zatCli08yf/vSn52RiX1aqO2QnMxkZGRmZzwdn1sg4HI6k+tAEfX5a/7kB085qQLIZrrj3alSpKQgqJcZFU+nddAB3ex+1v3mZnMXTKVi5IGKPksGoBzUH9JlscQvbRVGk/+OjtL26CdEfQFArKbnlErLmjMfV2oPtRDPKFC3KFM3Ab+lHodei1GmGiaW8y+cS9PjoXrcH0+7jKLRqimPYLIMkLpSpKQTsLvp3HCP/innxTt/pDvaZqXEXw6Io0vrieoIuD0qDjpKvXRJzPt4+Cw2Pvx1uRpmzdAZF10dubC4GRaxH6+n+cA/Oho7T8ztUF1HMeHot9KzbQ//O6nA0xNXaE1HEBX1+TLuO071+T7h/CoD1aENEMdO/q5qWF9ZDMIgqw8Co7147rJdLCHdXP/V/foug24s6M5XRD14fdREfeo9Fb2wxA6AfVSSJmYFeQGeSOWscCAItL6zDZ7JR+9tXKbn1ErLnTxo21nqkHk+PefjnLkWDMkWHUqeJGfnzdJtpfPIdRH8AbX425fesiBjlNIwqQqFREfT6sR9vJmveUKFrq26i9Z8fSU0687LQ5mejzc9Em5eNOjM1rlgXA0F6Nh2g851PJMtwpGaeKcW5cCTmpuedpMXM008/zXe+8x1ycnIoKCgY8kUSBEEWM3EIOZlNLJKL/2VkZGRkPjsiFfsn04fGZ3PS+NQ74eaPmXPGU3r78vCiUanTUHzDErJmj6flH+txt/fSu/kglsN1lNxyCemTo0cINFmpIAgginj7rDHFTNDro/XljWFBpcnNoOJbK8ILYEd9Ox1vbo15LgSVEqVeS/4V88hZLNUJF1yzgKDXR+/mg/RtO4xCo6Lw+kVRBYRCpSRr7gR6N+6n/5Oj5F02N+4CMZxiNq0q7tj+j49gq24CoOTWS2LeebfXttH41DsE7C5QKCi5ZSnGhcMNmsRAEPO+Gro/3BNuogmSKM27bM6w1Dd3Rx/dH+7BtPdEuA+QKjWFnItnkrN42hDL7IDHR//HR+j5aB8+s116UJAiUHmXzR3WiFIURbpDTTGRXOEqv3ddxCahIBW81//xTQJ2F0qDjlEPXB9OT4yEIsHIDIBhdBG9G/fjauqKGhnMnDkWbUE2jU+uwdtjoeWFdTibuym+YdGQOhrT7uOY952MeTyFVo0yRUvFvVcPcbDzO9w0/GU1AYcbZWoKld+9JmodmEKtwjCmFNuxBmzHG4eJGXdnH94+K94+a/hzFN5Wo0KTJ4kcXX4W6VNGDZmHq7WHln+sx9XcBYAqw0DJLZeQMW00/f39wwIbnzZJi5mf//zn/M///A8PP/zw+ZjPl5pum5semwdBkGpmZGRkZGRkPgtiuZYlImhcbb00PP52uKFgwcoF5F02J+JCX19RwNhHvkb3+n10vbcTX7+Nhr+sJnP2OIpuXBKx3kBQKlFnpeLrt8Wsm/F0m2h8+l3cbb0ApE8bTdmdlw1ZVCu1GnTFOQRcXoIuDwG3B85w2xX9AfxW5xAbXkEQKLphCUGPj/4dx+jZsB+FVk3Bigujzsd44SR6N+7H22fFfqolphObt98aXhxmTI9sUR1+nb1m2t+QBFnm7HFkzhwbdWz/jmO0vvQRYiCI0qCj4lsrSB03tIN80OeXXtP6vUPOb9rEcvIunYthTPGQ99LZ0k33B7uxHDwVPnfqzFRyl83CuHAKCs1pZ9uA003vlkP0bDogiSkAhUDWnPHkXTonYjRGDARpfXkD/R9LzS1Tx5ZSce+KqO5ufpuT+j+9gc9kQ6FVM+p718U1NxASrJkBScyA9LlwNXdhGF0ccVxKUQ5jHv4azc+9j+1YI31bDuJu66H87qvCxgzqzFR0RUYCLi8Bl4eg2ztsP0GPj6DHhzAo4hL0B2h86h083SYElZLKb18dt0lt2oQyScycaEYMikMEctqEcopvvhhPVz+ebhOeLhPefiuIkjueu7UHd2sPFkCVpkdfUUDQ56frvV10r98LA4LFuHAKhdddNOQ75vV6UavVaDTJWUKfK5IWMyaTiRtvjJ4TKROdUPF/ZY4Bg/aztbGTkZGRkflqkoj9cixBY69poe3VbeFGhKVfv5zMGWNiHlNQKsm/fC6ZM8bQ8tJHOE61Yt5bg+14E0WrFkd0Z9Jkp8cUM+YDp2h5YZ20OFRIjf9yl80aJqiy5k0YcpdaDIoEPd7w4jLg8gyIHO+wdCZBIVBy2zKCPj/mvTV0vbcLhUZN3qVzIs5JV5SDvrIQZ0MH/Z8ciylmLANF/EqDjtSq6O5aYlCk5YX1BD0+VOn6sLnC8HEDhf4f7QNAm59N5XeuQZuXOWxs45NrTt+dFyBj+hjyLpszLFoCUppUyN0LQJOTQd6lc8iaN2FYxEIMBqn5xYthkSuolGTPn0Tu8tlRHckCbi9Nz67FdqwRGB7hGzbe5aH+z2/h6ZIW+RX3rUyoH084zSwBMaNON6DJzcTbY8ZR1x5VzACo9Doqv3MNnWt30v3+Lhy1bZz81YtU3Hs1hspCilYtHjJeDAYJuL0EnAOfO5dn4LPoRjOQXimKIq0D3xOA0jsujTmHEGkTK4At+K1O3G09Qz7PukLjMMEX9Pnx9JjxdEniJiRydMU52GvbaH1xPZ4uEwCavExKv7Y8Yk2SIAiYTKbPTNAkvaK+8cYbWbduHffdd9/5mM+XGrleRkZGRkbmsySZPjJnChqtVkvA7aX1nx9h8CtQZ6ZKC8kIC+BoaPOzGP39G+j/5Cjtb20j4HDjqG2LLGZyMnDUtuHtswx7zt3eS9PT7wKgStdTfvdVpI6JLggGIyiEcO0CxM+SEBQKyr5+GUGvH+vhOjpWb0ehUZOzZHrE8dkXThowDziF/+alUdOCwilmU0fHrJno3Xzg9KL2tuVRC+Hb39hK76YDgBRhKb/7qiF3z4fMcf4kbCdayJo3gbxLZ6PLz456/NTxZagyDFIa3mVzyZw1Lup8BYWCrHlSqp3xoqnkXjITdUZ0IwQxEKTuD6/japIiVHmXzaFg5YKoqXxBr5+GJ9bgaukGQaD8m1cm3IconGaWQM0MSNGZkJiJh6BQUHj1hehL82h+/gP8Fgd1v3+NCT/75rAaIkGhQKXXxbQN7/5gdzhtMn/F/IRNLLT5Waiz0/D127Adb4paaxRCoVaRUpRDStHwIv7ezQclIaMQyFs2m/wrLwg7wp2JRqMhEAjQ29tLTk7OORM0fn9i71XSYqaqqoqf/OQn7Ny5M2LTzAcffDDZXX5lCNXLTJLrZWRkZGRkPmVG0hBzsKDR6/WS01OFEb1foOLbV8dcqEZDUAgYF04hfUolne/soPD6yDayIUezSJEZXVEOuctm4WzqovybVybca2WkCEol5XdfScMTa7Afb8I94EAWicxZ42h/fQtBjw/z7hMRRY/f5sRR2wYwzGJ3MN4+q+QShyRA0qdEt2/OWTId0+7jZM2dQNH1i2IKpIwZY5hQWRS1HmUwCrWKqh/ehCY7I25dD0DeJTPJXTojppVyCEGpIPuCibQ1d1Nyy8UYL4rdeN1ntePtMQNQevvypCywQ25mIcOCeBhGF2PaWY2jvn1YylY0MqZXMSb/VhqfeoesOeMTcrQ7k4DbS/8nUrpd1tzxCRlJhBAEgbQJ5fR/fBTb8aaoEcREMC6ahru9l+yLpsbtWyMIAllZWVit1nMmaLxeLxbL8BsZkUhazDz11FOkpqayZcsWtmzZMuQ5QRBkMROD4+HifzkyIyMjIyPz6TESIRMiJGjMZjMGg4Him5dizM2Nepc2UdQZqZTevjzq86GUG29/5DSzwmsWAiPvWp4sCrWKym9fTf/O6piLbqVOQ8bMsZh2HMPV3htxjL22DUQRhVZN2oTo7S/U2WkU33QxvZv2U3TD4qjjALS5mYz7f3ckJDAFhSIhIRPed05mwmOj1blEI2fxdFLHlibU0FObk0nVD2/GVtMc0TksFuE+M0lEZgACDjeerv6EG47qCo2MefhrQ+qIkkGp01D1r7fQ9cFuiq6/KKZjXSRCYsZR356UrfmZCAqBkq8tS3y8IGA0Gunr6ztrQRO6XikTbEia9CuUG2iODIfHT0OfA5DTzGRkZGRkPj3ORsiESEtLw+/34/V6JWvZsxQyiaArzqH4loujFj1/WiJmMAqNmpxF0+KOy798LvmXzonaRDJzxhj0P/8WzuZOgm4vgkoZcdEqCALGBZPJnj8RQaHAZ7ajTE2J2oB0sJDx25wIKiUKrSahqMJnSaJCASSRa7xwcvjvgMuDQqeJu+g3VBVTeN1CNFFqd85Em59FydcuQV9RmFAz0MHEsx6PhzrDQMnNp2ujfFYHqjR93NcY9AfQjyqi7K4rSBtfNmIhM1IUCsVZC5rB16uUlPjRPYARXwm8Xi81NTUJ57N91TnRaUUUIS9NS25a5BxWGRkZGRmZc8m5EDIhDAbDsNTy80HA7aXmv//OqV+9REppXszIRSRMe05gr2k5T7OLzJkOWdrczLgLYE12Gohw7OEnqX74yZhjhYH3rfbR1zjy/T/SN5CGFIv6v6zm6A//Qve6PXHHfpr4Qw5ncQh4fJgPnIo7rvn5D6j+8dP0bTsce6Ao0vHWdpqeXkvA5Yk4JODx4RjosyMIAsaFU0kpyQ2f/88CMShy4j//RvXDT2KraY46rvmFdRz70eNY9p8ka854VBFcAs8VzuYuXG2Ro44hQaNWq+nt7cXrHe7eFo2RXq+SfnecTid33303er2eSZMm0dwsndgHHniAX/3qV8nu7itDdbheRo7KyMjIyMicf86lkAmhUkW/0yuKIr2bD2KtbjyrYyh1GoJeHwDO+vjF14PxdJtofXE9dX94HdOeE2c1j0Tx9lup+a/nMe0+nvS2PpMNAGVa/DvQYjAouYSJRLSzPpOQBXA0E4DoxxHpfHdHwq/HcqiOhifWIAbi16L0bj3Eif98DueAJXXUOQw0CG16+l3aXt8cdVzQH8Be04Lf4kBQx05JCokoQalAESFy4jPbqfvdq9T/8Q1crT1xX8unhaern6Dbi9/uQpMVIzUwECTo8WE73hR9zDnAZ3PS+MQaav/vn1gO10UcMxJBczbXq6SvbI888giHDh1i8+bN6HSn8yKXLVvGK6+8kuzuvjIck+tlZGRkZGQ+Jfx+/zkXMrEIuDw0PbuWtlc30fy3D/AOLNJHin6UVK/gqE1czIiBIM3Pf0jQ60edmUrapIrEtguKWI810vneTgBcLd24WnsQRTHOlhLtb27F22el+W8f0LvlYMLzBanxI4AmK/7awGd2IAakXh+JpEqFog/JpDwFXB4an1pD13s7aXlxfdSaHxhocrluD41PrcF6uI7Od3fG3HfvloO0vbyRgNND9/u7Y47t2bAf894a4LQRRCSc9e0EPZLwjRfB89skMaNMTYmcriVIqXlBj4+Gv6w+3ejzM8bZ1AlIolQTo89M6PU7TrUm1EtnJIiBIE3PrJXOjSBEtduG5ATN2d54STqZbvXq1bzyyitccMEFQz4MkyZNoq4uskKTOW3LLDuZycjIyMicTwRBwGKxoNPpPhUh42rtofHpd8MuU2njy1CmaAm4PAhKBYJalXQRs2F0EeY9J3DUtSGKYkLbd6/bg3MgRaj0jktjWt+CtHDt33GMvm2Hw45pWXPG07l2J9bDdWgLssmcPY6sWeNipoyVfm0ZPosDZ107ba9sIuD0kHf53ITm7DNJx1UnUIw/2KI6ZI4Qi1BkRpGSmJhxd/bT+OSacF+R7HkT0eZFft1Bn5/Wf24I2wfrKwujWlUD9Gw6QPtrmwGpIWbpNy6POtZ2opmOt7YBUs+ZnKUzoo8d6JWjK86Ja3wQisxEc1lTZ6RS+d1rqf3tK/jMdhqeeJvRP7gJpTa51EpRFAk43PgsUp10SvFw2+PQOJ/JjqtVEs+ejj7K7rpyWH2Ts1GKYqVUFMT8TKWOlyyqg14/zvqOYY1SzwUdq7cN6X2jK8rB2R/d2S+RGppzEUFOWsz09PSQlzfcos3hcCR9sfqq4AsEOdEp3X2Ri/9lZGRkZM4nWq0WpVJ53oWMKIr0f3yUtlc3IfoDCColRTcsxnjRVARBoPmFdZh2HENQKlDqdVJvF70WRYoWlV7q86LQa1HpdWTOHjfkDryhSmoQ6Le78Hab49afOJu76FwrRQaMi6dHvUsviiKOunb6th3GcuDUEJtew5gSAk43nh5pMe/p7Kfr3R10vbuDlNI8MmePI3PW2GGRAqVex+gHrqfxqXexVTfS+c4n+B1uyR45TuH96chM4mJGla6P65QlBgJh1y6lLn6ameVwHc1/+0AyI1AqKL75YowLp0Qc67e7aHzqnbC1dObscZTecWnUYvOejftpf11yv00dV0rld66JOn9vn5WmZ9eCKKIryaX0tmUx15ahlEapWWRsAnHEDEBKSS7l35QsuF3N3TT/7X0q7rl6yPsY9Pqw17TgszjwWR34LQ58Fgd+6+nfoQha6thSRv/LDYiBIJ6uflytPdLPQPQv4HAPOX7B1QuGNTl1NkqRmXiNQdUZBnTFObjberGdaBomZky7j9O9fq9U/yMI0mtSCNL5VSikvwUBQaHAuHDKMNtr054T9GzYD0Dusllkzhwbcz4hYgmac5UKm7SYmT17NmvXruWBBx4ACH/InnnmGebPnz+iSXzZqe9x4PUHSdWqKMs+fwVZMjIyMjIywWCQ9PT08ypkAm4vbS9vwLRbqkvR5GRQ/q2rhjTQDDqlNCcxEMRvc+K3OaPuz1BVPEQk6AqM4eiOo749ppgJev00/+0DCAbR5mdRdN3C4fN1eTDtPk7ftsO42/vCjytStGTPm4DxoqlhR61x/+9OXE1dmPfVYN53Ep/ZLi0+W7rpeGsb+lGFZM0eT8bMMajTpf42Co2aivtW0vL8B5j3naR3434CTjelty2P6boWqplJKDLTK0VxNMYEUszcvkGvMXpkRgyKdL2/k64BIajKMFBxzwoMA2l+Z+Lu6KPhL6vDkayCFfPJu2JeVMHRs2E/7W8MCJnxZVTetzKqkAl6/TQ+9Q4BhxulQUflt6+OKdp8VgfugdqWtInxTSLiRWZCpE8ZRdENi2l/bTPWQ3V0rN5G0fWLws8HXB4aHn877vEAfDYHrf/cQP/OY4i+yDVFglKBttAYscFl0OfH3Sa9Rn15/Oa0aRPKJTFzvClsXR7Cb3PhjlK0H2k/g3G19tDyj/WAJEjP3Hc8Igka4JylwiYtZn7xi19wxRVXUF1djd/v5w9/+APV1dV88sknw/rOyEgca5fupkwoTEPxObdHlJGRkZH5YuP1es+rkPF0mzj16jt4BhpHZkyrovSO5cP6ixTdsJjc5bMIuDwEnAM/Lg8Bp3vQY9K/z3ReEhQC+lFF2I414Khti9lTpGPNdmkuCoGyr18+bAFsP9VKw19Wh2srAFLK8jBeNI3M2eOGpREJgoC+ogB9RQGF1y3CUdeGeW8N5gOnCNhdOOs7cNZ3YNp9nDH/363h7RQqJWV3XYEyRUvf9iOYdlYTdHkp++YVEaMWQZ8fv1USeInUzIQiM4mkmA1261JGETMBl4fm5z/AergeAP2oQiruWRE1Xct6rJGmZ9dK0Ru1krI7LyNz1rioc+jZsI/2N7YCISFzTVRLb1EUaX3pI1wt3SAIlN99ZVzRFip0V2hUUcXXYPx26VwrU+PfVM5dOgNvj5nezQfp+Wgf2ryscKRKlaZHoVGhTNWjzjCgTjegyjCgzjCgSh/4HXo8LYX2N7eFhYxCpyGlJJeU0rzwb21BdlSrbVdrTzjKoy+PHZkBSBtfTs9H+3C1dOO3u4YIN8OYYopWLUIMiiCK0u9gEDEoSvVhweDAb5GU8tPCyu900/jUO4g+P+rsdMrvvmpEtuiDBU1PjyTQNBrNOYkgJy1mFi5cyMGDB/nVr37FlClTWLduHTNnzmTHjh1MmRI5JPlV57STmVwvIyMjIyPzxUUqEH8HvVsEhYKi6y8iZ+mMiHfmNcb0hBbe0TCMHhAzddFNAGw1zfRuPABA/hXzIqbihO54C2oVWbPHYVw0NaGFIUiiKnVMCaljSii+aSm2mmbMe2uwHKyNuJAXFAqKb70EpV5H97o9WA7V0vCX1VR8e+WwQnyf6XSBuTo7fqPLUDQkkchMqF4GIqeZebrNNDy+OlwfY1w4haKblkZdVPduPkjba5tBFFFlGKj89sqYaU/d6/eG617SJpZTce/KmL2JejcfDLunFV67kLTx8SMtoXqZ1LGlCfVTCRkAqFITa+pZtGoxnh4LtmMNtL68EU1OOmnjyxEUCiY/en/CpRVZ8yZgGF1ESmkeGmN6UiUZoRQzdXYa6gxD3PGGqmIElRLRH8B2opms2ac/o/qy/CGR00QQg0Gan3sfb68FQa2k4t4VcSNbsVAoFKSnp9PbK0WIzlUEeUTddEaPHs3TTz991gf/qhB2MpPrZWRkZGRkzjPns35VoVaBwo86S0/5t67CUFl43o5lqJLutnu6TfhszmF2xAGnm5a/rwMgpTyf/MvnRtyPUqeh8r5r0JXmxjUFiIWgVJA+sYL0iRUEb71EurMdaZwgUHjtQpR6LR2rt2OvacFxqpX0KaOGjPMOFP8jELd4HcDbOxCZyUkgMuM+HZmJZEOs0KoJenxx62NCuDv7QRRJKc2j4r6VMWt8vH0WOt/5BJBqWSq+fXVMsWGvbQ2nomXOGkvuslkx5wJSelwoMpNIvQyA3xESM4ml+wtKBeV3X0ntb17B3d5L49NrGffvd6DJTkvqO6YvzUMfIYUsEVwDTmaJim+FRoWhqhj7iWbsZ4iZkdD13k5sxxoBKLn1kqTF0Jl4vV76+vrC/ar6+vpG1FjzTD67LkBfEURRDDuZybbMMjIyMl9sfD4fDz/8MFOmTMFgMFBUVMSdd95Je3t8C+HHHnuMiooKdDod8+bNY/fuofa0breb733vexiNRlJTU1m1ahVdXbH7cURCq9Wet4bWgkpJ6deWMfaR286rkAHQlxWE01mcEaIzfqdUWyGoVZR943IEZfQ+I6njSs9KyJyJQq2K63KVd+kcSm5bRvFNS4cJGQDfQPG/Kt0QN7IQ9PnxWaRITkKRGZcUmRHUyojRFnWGgYp7r2b0D26MK2QAim9cTMHVFzL6oZvimhVojBlU3Hs1GdOq4goZAG1+NobRxeiKcii5/dKEhIKrtTtc0J+omAmEIjMJ9PQJodRpqPzuNagyDOQtm4U6K77oPJeEnMziFf8PJlTvYjvelLC9eDRSx5ejStdjXDyN7Auip3omwuBi/5ycHHJyckbUWDMSI4rMyCROm9mFxeVDpRAYk//pfglkZGRkZM4tTqeT/fv385Of/IRp06ZhMpn4/ve/z8qVK9m7d2/U7V555RUeeughnnjiCebNm8fvf/97LrvsMmpqasIOoT/4wQ9Yu3Ytr732GhkZGdx///1cf/31fPzxx0nNMRgMhq2Zz/aOZyT0FQVnlWqSKAqNivSpoxFUyojdzLU5mYz50S24mrvR5Wef9/mMBOOC6EJBmaLFUFWMyhD/XAY9PtImVeLtsyTUY0bQqKQFcIzahmQWyIJSSf4V8xIenz65kvTJlQmNVafpGf3g9fjt7oRtkJU6DTlLZ+Dp6h/m/hUJMSiSUpaH3+ZKKAo2GE12OuN/+vWkm4+eLWJQJG1iOUq9Fn0SNw7SJpRjPVJP2oRyxEAQIUrqYCKkVhUz9pHbURrO7kZANNeyeLbNiSKLmfNMqF5mTH4a2rP4QMnIyMjIfPZkZGSwfv36IY/9+c9/Zu7cuTQ3N1NWVhZxu9/97nfcc8893HXXXQA88cQTrF27lr/+9a/827/9GxaLhWeffZaXXnqJiy++GIDnnnuOCRMmsHPnTi644IKE5+j1elEqlWe9QEgGy+E6VAYdhtHF53S/FfesiPm8Qq3CMFpKR2t/YwtBj4/MueNJrSpJ+Bheky0ha+RzScDtRZufRdVDN8UdKwZF3J19aIwZlN6+POygFougy4s2LzNmk8XBtL2+BZ/JivGiqQnVq3Sv24O7vY/0KZUxTQBCtK8e6Bsza1zElCtBqUSp19L2+ha8fRaKrr0opoOdQqtGm5eJIgHxIwYCICgY/f0b4o6NxvkUMmJQjGjhLSgEim9aCki2yp3vNJE+vSpuylpKSW5Cn6tECdXqeHrMtL+xFXVmKkXXXxTXHjxELPvlRPrQJIKcZnaeketlZGRkZL7cWCwWBEEgMzMz4vNer5d9+/axbNmy8GMKhYJly5axY8cOAPbt24fP5xsyZvz48ZSVlYXHRMLj8WC1Wof8gFRYe65SOOIhBgK0vbKJ2t++Sve6PWe1L/vJVgLukc3XtLeGvu1HwkXtCW2z5wQn/vM5ejcfPOuUnESx17ZS8/O/0/DE2+FeMLEQAwEa/vI2fVsOYjlYm9AxXG09mHafCBfJx8N2rAHLgdqEz53teBOm3cdxNnfHHSuKIv3bj9Czbm/YSjkSgkpJ37ZDWA/VSTU6MXAMNCjt+WhfzM+L3+ak7o9v0rU2+nfos8TTa6bmf/6Ooz52mmrf9iN0vb+Lvq2Hhj0XcLrp2bj/vH9+PT1mrIfr6Nt+OOFoTyJ9ZEKC5myuV0mJGZ/Ph0ql4ujRo0kf6KtKqF5mklwvIyMjI/Olw+128/DDD3PrrbeSnh75Ot/b20sgECA/f2jxbH5+Pp2dUoFvZ2cnGo1mmCAaPCYSv/zlL8nIyAj/lJZKjfLOxQIhEpEWTKa9NVK/FEEgY/qYEe/b2dxF/WNvUvubl/H0mpPaNuD24h/ouB6vwWYIb5+V1pc3IvoC4eaLIyHgdMcfNAilXofP7MDbY6Hr/V1xxyvUKjKmSjU35n0nEzpGKJUq1IU+7jEG7rIPtq+ORbjZZyL9cbrNBAZ6DsVKbRMEIdxrKGRDHY20CeWgUEiuXcejC7aeTQdwnGql6/1dmPcndu4+LfxONw2PrcbT0U/TM2sJ+iIL24DTHRY76ZOH1l4FfX4annyH9te30PLCOikKNUKCPj/d6/bQv/NY5PkOfJbU6Qap8WYckmmIebbXq6TEjFqtpqysjMBZnKyvGqE0M7n4X0ZGRuaLx4svvkhqamr4Z9u2beHnfD4fN910E6Io8vjjj38m83vkkUewWCzhn5aWlvBz51rQiKI4bB+iKNKzXqoVyphRlVD9QjTc7X2IARF3ex+nfv1PbDXNCW/r6T4dUdAmUD8jBoM0P/8BQZcHVWoKpbcvT6jwXAwEsNe20vHOJ5j31eDptXDs4SdpePxtLAdrCfrjr49SinLIWy45dnWv34urPX4jw4yBbuuO2taEBEooNchvdSR0xz6UrpWImBGDYrjZ5+BGp9FwNHZIx0jRxn1vQuYG3n5rzHHKFC2pY6SURuuR+qjj8q+8AEOVNK7l7x/iihIZ8tuctP5zg9RLKElxGg2/3RX1dQT9ARqffAdPlwlBpYzaiwgG+ukERQSVktRxpUOeExQKtAOphKad1TQ88Q6BBAVpCDEoShHKnz1Px+rtdLy1PWK0y2eWDCjUmQk47yUhZEKczfUq6ZqZf//3f+fHP/4xL7zwAtnZn8+Cu88LZqeXNrPkniGLGRkZGZkvHitXrmTevNOFz8XF0sIoJGSamprYuHFj1KgMQE5ODkqlcpgzWVdXFwUF0p3qgoICvF4vZrN5SHRm8JhIaLVatNro+fznKic9GAxiMpmGLUps1Y242/sAyFs+e+g2/gBB1+BmmR4CLvfwJpouD4XXXUT2BRPRZKfR+MxaAnYX9X96k6JVi8lZMj2u0AilRylTtAmZE/R8tA9HbRsApXdcGrUORRRFvD0WbMcbsR1vwn6yNdzDJW1iBYYuE2IgiPVIPdYj9ShTU8iaO57sCyaRUpIb9fj5V1yAef9JvD0WWl/6iKqHbo5YNxEibUI5Cp2GoNuL5eApchZPj/n6VANiRvQHCDjccc9JWMx44y+E/TYn4oBoUydQaxTqlaIvz4/5GuF0Q1Bvb2wxA5A+ZRT2mhZsRxui1p0oVErK71nBqV+/hK/fRuOTaxjz8NeGnQ/biWb6th2mb9thEAT05fmkTignbXwZ+srCqP13QOq95O7ow93eN/C7F3dHH36rk8xZYym/+6oh40MNQh2nWgEovX15zBov69EGQOohc2avIkGpoOS2ZagyDHS/vwvbsQbq//A6ld+9NqHvgWSLvRVX08C1SaEgc9ZYiCCAw2ImjoHCSIRMiDOvV6mpiZk1JC1m/vznP1NbW0tRURHl5eUYDEMvAPv37092l19aQlGZ0uwU0nWJFUrJyMjIyHx+SEtLIy1t6IItJGROnTrFpk2bMBqNMfeh0WiYNWsWGzZs4NprrwUkcbBhwwbuv/9+AGbNmoVarWbDhg2sWrUKgJqaGpqbm5k/f/5ZvYazFTTBYJC+vj78fv+wxUX3OikqkzqudFgvjKZn1mI9XJfQMXIvnokmK43UsaWMffhWGp5Yg7utl/bXNuNu7aH4lotjWvyGxIw2Pyuu8HE2d4X7oBgvmjrMNjngdGOracF+vAnb8aZws8rB6AqNpJTmkbt8Npq8LEw7j2E73kTA7qJ34wF6Nx4gpTSPrAsmkjVn/LCFpUKjouTWS6j/45s46zvo236YnEXTos5ZoVaRMW00pl3HMe87GVfMDG6w6LM4EhYzidzVHxxtSKQpqrNhQMwk4J4WFjNxIjMgiZn217fgt7twNnVGtQpXp+mp+PZKan/zCt4+K41Pv8voB68fYuWt1GkwjCnBWd+OGAjibOzE2dhJ9/u7UGjVGKpKSJtQRtr4MpRpenrW7w0LmFCUKhIhoT+Y7g92Y9pZDUD+ivlkzZ0QdXsxKIb7vERzhxMEgcKrL0SdbqDt1Y04Gzup/e0rjLr/uqg23p4uEx2rt2M5dLoGK2N6FYXXLkSbFzlNMyRmVDEiM2cjZEIMvl5ZLLHTDUMkLWZCF2KZ+ITrZQrj2yjKyMjIyHz+8fl83HDDDezfv593332XQCAQrmnJzs4Oi4RLLrmE6667LixWHnroIb7+9a8ze/Zs5s6dy+9//3scDkfY3SwjI4O7776bhx56iOzsbNLT03nggQeYP39+Uk5m0RipoAkJGZ/PR1ZW1pA0c2djZ/jucu4ZURkApf6MiJFCQJmiRanXSr9TtCj1uvDfITTGDKr+9RZa/v4hlgOn6N9xDHdnPxX3Xh21C3oozSzaQiz8erw+mp/7ADEQRJufRdGqRUOf9/k59sjTiGfULyhTU0gbX0bahHLSJpQPSbXJmj2OrNnj8JpsmHYdp3/HMbw9Zlwt3bhauul4axvpU0ZRtGrxkBqTtPHlZM0dj2n3CTre/piMaaNj3vXOnDkW067jOOra8JntMdN9VGl6EAQQRanWoTgn5nlJpmbGNyA0FDpNXJevoM+Pu01K7UpKzPRaEEUxpjDV5maizc/G09WP9Uh9zL5H+tI8Su+4lOa/vofjVCttr2+l5Oal4efTp4wifcooAm4vjro2bMebsZ9owt3eR9Djw3asAdsxKUJSfOsl9Hy0b9gxVBkGdIVGdEU56IqMpBTloC0YmsFk2nMiLKSz5k6Ia3ftau7CP9BPJ57Vdc7iaajS9TQ/9z6eLhOnfvMKo7533ZAIod/uouu9nfRuPQzBICA1nC1atSiuA+DpNLPI30Gfz4fFYjkrIRMidL2KVS84mKTFzH/8x38kPamvKsfkehkZGRmZLxVtbW2sWbMGgOnTpw95btOmTSxZsgSAuro6entP10LcfPPN9PT08NOf/pTOzk6mT5/OBx98MMQU4NFHH0WhULBq1So8Hg+XXXYZf/nLX87Z3JMVNIOFTE6OtBgeLGa610vOZbrinHCjvsHkXzGP3EtmhQWMQqtOuHO6Uqum/FtX0f3Bbjrf+QRnQwenfv0SFfdeHXFRPDgyE4v2N7fh6eoHhYKyu64YZi+rUEv9WZz17ehHFUniZWI5KSV58VOkstLIv3wueZfNwVHXjmnHMcz7T4YXw8o7Lh22TdGqxViPNRJwuGl7bTMV34puRZ06oRxFipagy4P5wClyl86IOlZQKFCl6/FbHOFmm7FQaKXPQSJi5nTxf/y1jaulGzEgLZoT6ZUSiiQE3V4CLk/cRqfpUyrpGRAzhSsXxBybNXsc7rZeuj/cTd+Wg6SU5AzrA6TUaUifVEn6JEk4+Cx2bCeasR9vxlbTjN/iIH1SBfaZY1GlpqArMko/hTmo4vRisde20fLCOgAMY0oouW1Z3O9DKMVMk5cZV6gDZM4Yg8qQQsMTb+O3OKj93atU3reS1LGleE02an7+AkGXZMagzk6n8NqFZM4cG/ezHToXELlmJhgMYrVa0Wq1Zy1kQigUipjpu4MZUZ8Zs9nM66+/Tl1dHT/60Y/Izs5m//795Ofnh/OJZU6nmclOZjIyMjJfDioqKhIqqG5sbBz22P333x+O1ERCp9Px2GOP8dhjj53NFGOSqKA5U8hoNJohBbmeblPYJjhv+eyIizJtgj1OoiEIAvlXzENXlEPz397HZ7bT9Nx7jP/pNxAGNYMURfF0ZCaGmLEeqQ9b2xasmI++LD/iuNLbl6NK0w+rT0hm3qlVxaRWFVN001IsB07htzkj7k+Vpqfo+kW0vLAOy/5TWI/UD0t7C6FQKaVUs53VWPafjClmQEo1k8RMfMMAhVZaDiZSMxMSM+oEnMxC9TIaYzrqCI1Pz2Rw2pq314KqLJ6YGUXPR/twt/Xi7bfGFVgFV1+Iu60H69EG2l7eiK4gO2ZvJHVGKtnzJpI9b2L4c6bJTqfiW1dF3SYSnm4TjU+uQfQH0OZlUXHv1THTJkOExExIXCVC6tgSqh66ifrH3sJvcVD/57cY+++3o8vPxjCqEEd9B/mXzyVnyfSE5gCS8YXf5gQiixmv14tKpTpnQiZEovtK+oiHDx9m7Nix/PrXv+Y3v/kNZrMZgDfffJNHHnkk2d19aXH7AtT2SCpWjszIyMjIyHxeiOcaFEnInEnPR/tAlO7uZs4ae17nmzFtNGN+dAu6IiPld105RMiAZBkbiihEu3stiiKdA71GDFXF5F06PC0uhDY3c8RC5kyUWjXZF0wcZo4wmKwLJmIYI6X4tL2+GXEg/ScSoXPtqGsPp/1EI2RqkIiYUSYRmfGZpBu1iURmwsX/CaSYgZTOp9BIC+xItUpnYhhVFE5nDC38YyEoBMruugJtfjZiIIjtROKOeYIgoEvAKS8S3j4roj+AMjWFyu9dGzeKA9L75mqWCvPjpZidSUpJLmP+9Wa0eVkYF00Nfy9KbrmECT+7i7zlsxMWMqG5MHAPJ5KYEQSBrKyscypkkiHpoz700EN84xvf4NSpU+h0p9+MK6+8kq1bt57TyX2ROdllIxAUyTZoKEiP/6GVkZGRkZH5tIgmaBIRMgC64lzUmankXjJzSCH1+UJXlMPYH98RcVHs7hposChEFzOCIDDqgVVkXTCRsq9fllCfjE8LQRAo/doyDGNKqLh3Zcy5pY4rQ6nXos5MxdNtjrnfUKG235pAmlkSNTPJ9JgJFcDrK+KnmMFAr5mBVDNfAiYAglJB2qRKUAj4+qMX4g9GmaKl8r6VlN55KQVXnZ25RqKkTShn9EM3UXnfyoQjlp7OfhQp2gEDguSznjTGDMb8f7dQdP3icORUY0xPyOXsTAYL50h1XRqNJuEU0vNB0mlme/bs4cknnxz2eHFxccKFOl8FwvUyhemf6RssIyMjIyMTiTNTzoxGI1arNa6QAanYOOuCCfjt56YnRyJEy+tPHVPKhJ9/C2+fJXxXPxIqg46yOy8DwF7TAgoBXaFxRIu7c402P4uqH9wYd5xCpWTMw19DY8yIWecQcHtJn1SJceGUuPbJQZ8fbZGRwusXkTZxeO3TmZTecSlBjy+hyEzVj27G1dKTVMph6Z2XotCoozpxnUnhNQsouXkpyjj1NYPR5mcl3Fz1XKEvzRvyt6u1B21+VtQISeq4Uib/77fxdJmSiqIMJplzEgtdSR7ld1+FIkUTMWr5Wa9zk741odVqsVqHq+WTJ0+SmxvdU/2rhlwvIyMjIyPzeSckaFQqVThCk4jTWf+OY5z4j+dof23TpzTTyFiPNlD/pzdQpaaQOia2G9NgGp5cQ92jr4V7zSRDsk0JzxZ7TQstL30UrtXS5mbGFDKm3cc59qPHaX99MymleXFrVXz9Nhr+9CYdb24Np5tFQgyK1D+2mlO/ehGfyRY3MtOzcT/H/9+zmHZVR3WhC2GvacHZ0g2AvrwAXaExqjA9s65Hk51+zhbt54rgGW54w573B6j93asce/hJqSnmmc97/bS9uglvvw1dUWwnunNFz6YDEVMSA24vJ/7fMzQ9u3ZYiufnhaRntXLlSv7rv/4Ln0/6MAmCQHNzMw8//HDYG18GjrVL3thyvYyMjIyMzJcNQa3Cb3ViPdIQTjtKFmt1I/WPrY678IuGt99GwxNrsNe0hOthEiXolY4pxIjkRMLTbeLkL/9Bz6YDSW03Ulwt3dT98XX6tx+RGjomgK7QiBgI4u2z4unsjzt+cN+QWHU4gkJAUClAlMRsPASFgoDDjXnPCQIDDlqRMO8/Sf2f36ThL6vjfpYCLg+nfv1POt7ejhiMb8QR67jnC0+XiZr/eYH+gV4ykXCckpqvBt1edIXD+1Q1PPE2vZsP0vTs2rjfj97NB7EcSqyfUzT6th2m/bXNnPr1S8N6/Ch1mnB0L9Tz5vNG0mLmt7/9LXa7nby8PFwuF4sXL6aqqoq0tDT+53/+53zM8QtHIChyolP6QsqRGRkZGRmZzyuDG2KGIjKRTAHOJGN6lZSeJYr0f3I0qWOKgSAdb39Mw5/fwnasgc53JSESEhiJoslOI/+yOYBkSBAqNo9//EC4x0Yy6Tv22lZO/d/LeLvNdL69HZ81fmH92aIrySVz1jgA2t/YgrtjeBPGSNuEirQTKYpXatUoBvrFxLNxzp43EQB7TTPeGM0iAbLmTUChURH0+jHtOh51nDY/WxLHFgcNf1kdU4D0bNiHu6OP7g/3SAv9GO5rzsZOqn/8NO1vbk3IBCEWnh4zba9voemv78UcZzvRzKn//SfebjNtr27C74ychhkSH/qKgogF9XmXzgEBXM1Sn6JoOFu6aXt9C41PrqH57x+OSLzZa1pofUWKsKaU5kWcTyj90FbdmPT+Pw2SFjMZGRmsX7+ed955hz/+8Y/cf//9vPfee2zZsgWDIXYY8atCY58DpzeATq2gMid6UysZGRkZGZnPijOL/UM9IqK5nA1GoVKSNX8SAP2fHA33EomHz2yn7g+v0/3hbkBazOUsmkbQ6+fojx6n5hf/oPXljZh2H8fbZ4lrg513+Vy0hdkgirT8Yx1BfyDmeBgqmmLV2Aymf1c19X94g4DDjTI1hVEPrAq7hUUi4PbibO7CtLeGrvd20vy3D/Ca7bT8Yz1dH+7GvP8kzpbuuItPQRAoueVi1NnpiL4ATc+9H/dOvSAIpE2qABITM3C6EWI8h7S0yZUoDToQpXS2WChTtGTOHg9A77ZDUd/LlOIcKu5dAQoF7vZeGp9+VxKcEci/4gKMF00FwHLgFLWPvhZVgPVs2EfQ46Pno30c/+mz4bStRBGDohQ9/MtqTvznc/Ru3I95b024p9GZ9G07TP2f35T646TpGXX/dRH75IiiiPWwJGbSp46OuK+08WXkXyE1y+3dfBDzgVMRx6kMOlLHSOYApp3V1PzPC1I9WIJ4us00PvMuBIPoioyU3XVFRAOK0OfJ3d4XUcQmYld/Pkm6osjtdqPT6Vi4cCELFy48H3P6whOqlxlfkI4ygUZEMjIyMjIynybRXMuSaaxpXDiFnvV78ZntWI82kDEt8sIshK26iea/vR/uaJ57yUwKrlmIQqXEXtuG6PPjbu3B3doT7gejyjBgGFWIYVQx+lGFpJTmoVCddk9TqFWU3n4ptb95BXd7H90f7KZgRWyHqiFiJk5kRhRFut7dQdf7uwApilD5vWvQ5mQC0mLQ1daDp9uEt9uMp9uEp8eM3+octq/UieURo1jK1BS0uZlocjLQ5magyc0kpSiHlIGCcaVeR9k3Lqfu0ddwt/bQueZjilYtjjnv9EmV9H98FEddGwGnO25NiTojFU9Hf1wxo1ApyZoznt7NBzHtPE7epXNiFn8bF02l/5OjeDr6cdS1Re0ynza+nJKvXULrP9ZjP9FM6z83RmwqKSgVFN9yMdr8LNrf2IKrqYtT//syld+5Zkine4CSWy9BV5RDz8b9BBxuejcfpG/bYbLmTyLv0tnh9/BMAi4P/Tur6dtyKNy/CCRLYuOiaSjPMIwQA0Ha39hC7+aDgNREtvK+a4b0zBmMq6U7fJ5jfWfyr5yHo7YN+8kWWl5YR0pp7rA5a7LTGfXAKnq3HKRj9TZ8/Tbq/vA6ORfPpHDlgphiPeDy0PDE22GBXvmda6JakhsqC1HoNATdXmzVTRgXTB7yvNfrHeJw/GmTtJjJzMxk7ty5LF68mKVLlzJ//nxSUj57J5DPE2EnMznFTEZGRkbmc0Y8++VEBY02N5PU8WXYTzTTt/1w1IWZGAjS+d5Ouj/YBaJ0x770zsuGjE8pyaXy/utw1rfjqGvH2dhJ0OPDb3FgOVCL5YDUoFNQK8lZMoOi6y4Kb2uoLCT34pn0bNhH1we7yZheNWxhO+T1D4psCAOWxNHGtbywDvPeGkByl6q4Z8UQYdD1wS5MMWojFDoN2oHu7QqNmowZVXh6LHh7zGEb5IDdhdPuwtnQEd4ufcooKr9zTfjv1Kpi8i+fS9f7u+jZsJ+0CRUxncdSx5chqJSI/gC2403hVLVohFKLEknHyrpgIr2bD+Lp6sfV1BWzh4y+LJ+UsnxczV30bT0cVcwAGC+cjLfPSvf7u+j/5CianAzyL587bJwgCORePBNNTgbNz72Pz2Sj9revUH73VUP6sSj1OvKvmEfO0hn0bTtMz4Z9+K1O+rcfof+To2TNnUDeZXPCvWPcXf30bj6EaeexIRbVhqpicpZMJ2Na1bAC+IDLQ9Oza7FVS0X86VNGUXbXFTH7FIVSzDR5mWgLovetERQKyu66gpO//Ad+q5OmZ9ZS9cObhwlwQSGQu3QGaePLaH7+Q1zNXfRu3I+tupGyb1wesTmsGAjS9Ox7eDr7EZQKKu69OqZ7nKBUkjahDMuBWmzVDcPEjCiKmEwm8vLyPpNeM0mLmY8++oitW7eyefNmHn30Ufx+P7Nnz2bx4sUsWbKE5cuXn495fqGo7pCdzGRkZGRkPn8k2kcmkqCJhPGiqdhPNGOrbsTbZxm2IPJZ7DT99X0cp1oBSCnPp/zuq9DmDB2n1GlIn1hB+sQKQFpsudt7cdR34Khvx1nfLjUe9AVQDtR3DKbg6vlYDtfh7THT8o91jPnRrVGdl8RBdRbRIjN+m5OGJ9fgrJcERvaFkym59eJhPXUkkaJCk5eFNjczLFy0eZlo8rJQpaYMiS5kTq+S5iCK+O0uvD1mPD1mvD0W6XevJHQ0EayM86+8ANuJZpwNHTT//QPG/b87o9pKK3UaDFXF2E80Yz3aEF/MDPQOiReZAamuQldkxN3eR//O6rgNMY2LptL6j/VYDpzCZ3PGdFcrWDEfX58F0+4TdK75GI0xnaw54yOOzZg6mqqHbqLh8bfxme00PP42RTcsJnfpjCHjlDoNectnk7N4On0fHwlHE007qzHtqsa4aDppE8pofGJNeBtBrSJr7nhyFk+PKow9PWYaHn87bLKQu2wWhdcujNvDyDogZjKmjo5raazOMFD2jSuo/9MbuJq7aX9zGyU3L404VldoZMyPbqbrg910vb8LT2c/p/73ZfKvnEf+ZXOGfHbb39oarn8pvvUSUhPoY5M2sUISM8ebEQOBIfvTaDTY7Xb6+vowGo3nTNAEYzSQHUzSR1u4cCE//vGPWbduHWazmU2bNlFVVcX//u//cvnllyc90ba2Nm6//XaMRiMpKSlMmTKFvXv3AuDz+Xj44YeZMmUKBoOBoqIi7rzzTtrb25M+zqeFKIpUh5zMCmUxIyMjIyPz+SBRIRPizMaaIRfTwWRMHYUqXQ8i9G0fmkLld7o5+csXw0Im5+IZVP3w5mFCJhKCUkFKaR45i6dRftcVTPjvu5n4i3sov2cFmTPHDJ+rRk3p7dLNVFdzNz0b9kU/D77YNTOebjOn/vefYSFTeN1FUspThOaguctmMfnR+xn349upuGcFhdcsJHv+JAyji1Gn6aMuVgVBQJ2mxzCqiOx5EylYMZ/yu65gzI9uYdL/3kfR9RcN30apoOwbl6PQqvFbnbT8Y13MWoVQlMJ2rDGu81c4MpOAmBEEgawBIwDz3hNxa3gyZ41DkaJFDAQxxXFBEwSBktuWYxiw2W55YR32gc9PJFJK8xjz/91KSlkeiCLtr22m7dXIduEKjYrcpTMY/7O7KPnaMikNTARNViqpY0tRpGjRGNMpvO4iJv7iHkpvWx5VyDgbOzn1v/8MRzZK77iUousXxRUynl4z7vZeIHaK2WDSxpeRf6VUP9O35SDm/SejjhWUSgqums+YH92CNj8bgkG63t1B9/rT34e+j4/Qu1Fy48u9ZCbGCydH293QeQzcaAi6vTgahpptKBQKsrKy8Pl89PX1JSxCYhEMBiO2gonEiKTTyZMneeqpp7jzzjtZtWoV77zzDitWrOB3v/tdUvsxmUwsWLAAtVrN+++/T3V1Nb/97W/JypIaGTmdTvbv389PfvIT9u/fz5tvvklNTQ0rV64cybQ/FXpsHnrtXhSCVDMjIyMjIyPzWZOskAkxWNCYTKZhixRBqSR7YDHUv+PokMJtlV5H1twJKFK0VNx7NcU3LBlS75Is6sxUMmeMQZsXudlh6pgSjIumAdD57g7cXZFtieMZAChTdQgqFYJaRfk9K8hbPjuqKFGolOelYWC0RbE2N5Pimy8GwHq4PqZdc/rkUQD47S6cTbGd3gaLmUSKubPmjgdBIOD0xDUZUGrVZM+bAEDf9iNxhZVCraLi21ejzc9G9Ado+fuHUQ0BQnMf/YObSB8QB+o4zTwVahXGhVMY/593Ufr1y6Q6GJ2GMT+8ifE/u4u85bNRGeLUGGWnodCqURp0jPr+KrIHzDDiYT1UD4AqNQV9ZWFC2wDkXzGP1HGlALT8Y/0w++Qz0ZcXMPaR28i5eAaa3AxylkwHwNtnpe3ljQCkTaqk8Lrhojkamqw0dEWSjXQki2a1Wk1OTs45ETSh61Ugxvs+mKTTzIqLi3G5XCxZsoQlS5bw8MMPM3Xq1BF9mX/9619TWlrKc889F36ssvJ0vmPIOW0wf/7zn5k7dy7Nzc2UlZUlfczzTaheZlRuKimakV+0ZWRkZGRkzgUjFTIhQoKmu7s7osOZccEUuj/cjd/qxFbTEk4VA6k7e86S6Ql1iz8XFF67EOvR+phOY+FIgkIRMdqi0uuo/N41BOzuuClUnwVZ8yZgO9aAu7M/ZnqQlOqWibfbjO1YA4YYi+eQm5no80tuXAkYBqRNLMd2rBHz7hNkzhgeLRuM8aKp9G4+iLfXgrOhA8PoopjjpffgWpr/+h6lty+P+D4NRqlVU3HP1VgO1ZIxkMoXD0GpCFtNA0k1p1SnG6j87rUoNKqoRgKRsBySar/Sp4yKG8UZMleFgrJvXMHJX72IceGUiPbJZ6LQqCi+YQkFKy4M1/BojOmU3nEpPRv3U/7NyM5lsUibWIG7vQ9bdSOF1ywY9rxGoyEnJ4fe3t4Rp5wNvl5lZMSP4sIIxExubi4nTpygs7OTzs5Ourq6cLlc6PWxO8xGYs2aNVx22WXceOONbNmyheLiYr773e9yzz33RN3GYrEgCAKZmZkRn/d4PHg8p60OEw1RnSvkehkZGRkZmc8LZytkQoTSSCL9n6oxplN0wxIMo4uGFRsLSuWnJmRAqo8Y/S83oMlOj7pQU6cbyJ4/iVjxAW1OJnw6jdeTJpSKJSgVcd3Y8pbNIuj1R7UADqHJTidz1lhpkZygy27usllkTKsic9bYuGN1hUaKVi0mdUIZKQmKBm1OBlU/uiXhm+WCQogrqs4lib6OwRTftBTL4TpSx0Q3QoiGOsPA+P/4RkxzgUicOT5r7gQyZ49LWsgAZM4cC4JA+qTKqGPORtCceb3y+xPrPZW0mDl48CBms5mtW7eyZcsWfvzjH1NdXc306dNZunRpUo0z6+vrefzxx3nooYf48Y9/zJ49e3jwwQfRaDR8/etfHzbe7Xbz8MMPc+utt5KeHvni+Mtf/pKf/exnyb6sc8YxuV5GRkZGRuZzwLkSMiEEQQjv48wC4DOLriNhOVxHx1vbUKXpqXroprOaSyxi3Sm317YS9PopvePShPZlP9lCxzufIPr8jP2325Kei6fHjDZCMf/ZkuiC1rhwakLjVGl6yu++Kqk5pI0rg9i+AkPIvWRmUvsHzksK3/ki4PbS+MQaMmaMIWvehGHvkRgM4u7oQ52uH5GYgcTf93icKWRsJ5oQFEpSxw6fl9/uom/bYfIum4O+oiChaOVIBE2k61WiYmZENTOZmZmsXLmSH//4xzzyyCPccMMN7Nmzh1/96ldJ7ScYDDJz5kx+8YtfMGPGDO69917uuecennjiiWFjfT4fN910E6Io8vjjj0fd5yOPPILFYgn/tLQk3jzoXBDqMTOpKLHQmIyMjIyMzLnmXAuZEIIg4Khv48R/PT+kB0ciBFwePF1SH5aRIAaCI+pwHqJn437qfvcarS9+RMATvXP8kGOKIs66dlwt3XEL3c/EtPs4J372N3o27P/MmwqeLbFqVr4K+Cx2utftifk+Wg7VYj/ZQvsbWxAj1Iv0bNhP83Pv0/7WdgJO9/mcbhhnYye2400xxwS9flr+8RF1v3+N7vV7hzznt7s48bO/0fnOJ/THMW84k5CgSaSG5qxTYZMaDbz55ps8+OCDTJ06lfz8fL7zne9gt9v57W9/y/79+5PaV2FhIRMnThzy2IQJE2hubh7yWEjINDU1sX79+qhRGQCtVkt6evqQn08Lm9tHY5/UKEvuMSMjIyMj81lhtVrPuZABaXHf/sZWvD0W6v74RlId1QVGfpfd2SS5R7X8Q6qjDbg8mPbWEPQnvshOnzIKQaXEZ7LRs25PQtuEnddE4hZdD8bV0k3Lix/BQBd5vuBipvWVTTT8ZTWebvNnPZVzhr2mhbo/vB63t46zuYtTv/4nHau307sx+jrXtPsEILnIRao5yp4/CYVWTdDloWegwWYkEjVhiEf/jmPU/u5VGp9ZG/PGQ/dHe/H1WxGUCtKnjhrynCo1hfRJFQB0vvMJAffwmrlYJCJozsWNl6TTzO677z4WLVrEvffey+LFi5kyZUrSBw2xYMECampqhjx28uRJystPN4IKCZlTp06xadMmjEbjiI93vjnRKV3UCzN0ZBvO3X8eMjIyMjIyiaLRaAgEAuTn559TIQMD9Rq3LqP/ufX4+m3U//ENRj90Y8yC+9MbD/xOYqEWcHvpfOcTqbu6KOJq6cbV2oOjro22VzahStdjXDgF48KpcYuitbmZ5F4yk+4P99C9fi9Z8yfFtYlWZ6aBQgHBIN5eS7jBYiz8dheNT72D6POjMaZTflfihdZBfwBfnxVBpYjZxPBMAi4PzqZOtPnZqDNTzyo9K+D24mzowFHXhipNT+rYUvo/PgIi2E40k3vxTPIunxs15alz7Q7UWWkYKgrQFhgRFJ+vVDFncxcdb3+MfSBi0fXBLkoGHOLOxLz/JM3Pf4jo86PQqqM66fksduwnpBvxWXMnRByjSk3BuGgaPev30rthP7lLZwzrmSSKIrW/fw0CQTJnjSNz9jh0xTlJvZ9iIEDb61vp23IQkJzXxEDkqIi3z0r3h7sByFk6I+Lnu2DlQswHavFbnXR/uJvCaxYmPBeInXJ2riLISYuZ7u7uER0oEj/4wQ+48MIL+cUvfsFNN93E7t27eeqpp3jqqacAScjccMMN7N+/n3fffZdAIEBnp2QvmJ2dfc4v0mfLsTa5XkZGRkZG5rNFoVCQkZFx3v6PTCnJpeK+lTQ8thpPt4n6P73J6B/cGNcBK1ksh+toe2UTPpN0o1BbmE3p15aRUpJL/85qEAT8Vidd7+2i64PdZEyrImfxNAxjSqIu/vIum0v/zmr8Fgcdb26l4t6rY85BUCrQGNPw9ljw9lrizlkMBml67n28fVYEtYqKe68e1tgyJFg83VLKndQ004yn2yxFf4Iixoumkr9iPn6LA7/did/mwm8b+G13nvFvF2V3XUHj428DSIvu/Gx0BdloCwZ+50uNPCO5gvksdhx17Thq23DUteNq7QkLTl1JLsZF0yi/+yra39iKz2Sje90e+ndVU3T9IqmQfNC5Dnh8dL23K7y9QqeR6iwqCzEM1FuoBjXNdDZ34TPbCbq9BNxe6bcr9G/PkMfyr7qA9te3oDLoUOp1KAd+qwza8N8qvfSYxpg+TNx6ukx0vPMJlkF9WvSVhVJR+7D3UaTr/Z10rd0JSCYXFd+5JmrRv3lvDYgiSr2WtIFIRiTyls2ib8tBAi4PvZsPkn/FvCHPu9v78A5Ev7rX7aF73R60BdlkzR5H5uzxaPMyo+4bwGd10PTMWhy1bYBkv1x+1+Uoo3w329/aiugLoErXD5tLCE12GnnLZtH1/i56NuzHuHCq1KMnCSIJGuCcpcImLWYAAoEAq1ev5vjx4wBMnDiRa665BmUc67wzmTNnDm+99RaPPPII//Vf/0VlZSW///3vue02qciura2NNWukjqzTp08fsu2mTZtYsmTJSKZ/3pCdzGRkZGRkPms8Hg8q1Yj+e0+YtHFllH/rKhqfehd3Wy8Nf36LUQ+uil2gnODdZZ/ZTttrm7AckGxsBZWS/Cvmkbt8drhPTfFAp/e+bYfp++QoAbsLy4FTWA6cQluYTc6i6RGLsJU6DUXXL6L5ufexHKzFdqKZtPGx2zxojBkDYiZ+mlnnmk/Cd/xLb1tGSmle+DlnSzdNT78bFiyx8PZZqP/Tm7hbe+IeE6SFOoIAokjQ48PV3IWruWvoIIUCbW4GxsXTUKhVkoCpa8PbE0GkCaArzg1bP2fOHEv65MqBBfZe/BYHzc+9T+/WQxTftBT9wOsMONykTazA2dhBwOEm6PZiP9EcjloAaHIz0FcUkjaxHNOOauwnE6tt9vZa8PaY8SZwSoyLplFyixRt8ZpsdL23U6r5GDjvuiIjBSsXSKmHZ3wug14fzX//EMv+UwAYqoqpuGfFEBF2Jv27jofPUyyHOVWaXorOfLSPno37yVk6Y8hnNKU4h7H/7w7Me2sw763B22vB09lP57s76Hx3Byll+WTNGUfmrHHDxJqzsZPGp94JNz7Nu2IeBVfNjxoZs9e0hF9j4bUXDYsSDSZ3+Wz6Pjkq3QR4ezvl37wy6thoDBY0vb1S41C/339OUmGTvtrV1tZy5ZVX0tbWxrhxko3FL3/5S0pLS1m7di2jRyfW0TTEihUrWLFiRcTnKioqvlBFc6EeM3K9jIyMjIzMZ8Wn9f9mxtTRlH3jcpqfe09aSD2xhsrvXRvXLjia9a8YFOnbdpiOt7cTHMjNTx1XSsmtl0RM79EY0ym8diH5V12Aef9J+rYcwtnYiaejn7ZXNtLx9nayL5hI0Q1LhizoMmePo3frIZx17bS/tpmxP74tZh8TzUAqWrzIjHn/SboHanFyLp4xLN1IpdcN2YegVKDJyUCbK/WD0eZmhf+tyUqj/rG3BgYKqAw6VGn6gZ8UlKl61Gkp4cdSx5eRs3ganm4znq5+3J39eDoHfneZEH1+CAalfweCdH64A/+gWhFBrURfUYhhdBGG0cUYRhUOW9wqNGoKVlxI1gWT6HhzK5aDtTjr2jn1qxcxLphCwcoFaLLTGPW9axFFEW+P1FPG0diBs6EDV2uvlK7XY8HbY0H0+1HoNAhqFcoUDQqdBqVOgzJFG/63QqcdeEyDvrKA4lsuJuD0EHC48TvdBBxuAgO/Q3+L/gBKgw6/3UX3uj30bjmI6AuEPzP5K+aTNWd8xNQ/r8lG4xNrcLVIWUjZCyZTfPPFMZu9utp7w6Iza17kFLPB5C6bRe+WQwQcbik6c/ncIc+nFOWQsjKHgqsvxNXUhWnvCcz7TuK3OMIitf3NrRRcvSC8bf/OY7S+tAHRH0ChVVN652UxbarFQJC21zYBUnQqWmpcCKVOQ+HKBbS8sA7z3hpylkzHMCp2r6BIaDQajEZjWMycq5q+pMXMgw8+yOjRo9m5cyfZ2VJuXV9fH7fffjsPPvgga9euPetJfRHx+oOc6pLUsOxkJiMjIyPzVSBr9jiCHi+tL36E/WQLTU+/S8W3r44sDkJ3wCOILVEUafjLamzVjQAoDTqKVi0ma96EuPUCCrWK7HkTyZ43EWdzF71bDmHee4Kg24unxzLszrQgCBTfuIRTv34Jd0cfvVsPx7SWDtXVePqiixl3ey8tL6wDwDCmhKIIndXVWakU37wUbW5WWLAIyui1NGV3XoagVKA06BKuuUkpziGleGgqlBgU8ZmsuDtNeDr7SZtQhrfLhM/qkITL6CJSSvPii9ABtDkZVNx7NbYTTbS9uhlPZz99249gOVLPhP/6Jgq1CkEQ0OZlos3LDC/wg14/rpYuHA2dOBs6SJtYTvb8yUnV1Bgqojf+DBH0+hFFkY43t9K37TAgRUTyr5hH9oLJUV+no6GDxifX4Lc6QRAoWrWInKUz4n7+TLulqIzGmI4+gQW+Ot1AzqKp9GzYT8+GfeQsmR4xoikIQtgKuej6RThOtWHaewLLgVMEnB5SyvIQAwHa39gq1ZQBmtxMKr99ddwGoH3bDuNu7wMBim9cktB7kDVvIr2bD+Jq6ab99S1U/estSddDBYPBIb2qrFbriBprnknSYmbLli1DhAyA0WjkV7/6FQsWDO8G+lWhttuONxAkTaeiJCsl/gYyMjIyMjLnAY1GE9MG9VxjXDCFoNtH+xtbsB5toPWlDQn3cQkhCALpU0Zhq24k64KJFF2/aFitSSLoy/Ipu+NSiq67iP6d1cOaeA4el33hZPo/PkrXuzvImj0uahrR4MiMKIrDFrcBp5uGp94h6PGhzkyl/FtXRRRzgkJBzuLpCb+WRLq8J4KgENAYMyRDgYF6jpKvLTvr/aaNL2fcv99O75ZDdL67A+PCKTEFkUKjGhBPxWd97FgoNNIc8i6bg+VgLTlLpg9L54pEz/q9+K1OFClayu++kvSJFXGPJQZFzAMuZplz4wvvELnLZtO7VYrO9G09RN6lc2KOFxQKUseVkjqulOKbL8Z+opm0cWX4LPawmEqbVEHZXVfErV3z2110vvMJANnzJyfUN0aag0DRqsXU/f41nI2dmPfVkDVnfELbwtBi/9zcXIARNdaMRNJiRqvVYrMNt2K02+2fu4L8T5NQvczEwvQvVJMnGRkZGZkvFwqFAqvVil6vP+s7nomSe8lMAm4PPRsPkH3h5JhjoyXBGS+aSkpp7ojSV85ElZpC3rJZMccUrlyAef8pAgNWuYVXXxhxXEjMBN1eAg73MJHld7oRBAFBpaTi3qtRx6it+LIhKJXkXjyTzDnjUWo/X2tATXY6E35+d8IRp9I7LkUMBim89iJ0BfFd6wActa3hGpWsuYkv7NUZBowXTaV34wG6P9qHcdG0hBtiKlRK0idXAtJrLL/7KuwnWyi4+sKEIni9mw4QcHlQ6DQUXJNcECJ1bAkZ06qwHKqlc+0OMmcl1jU1mmtZso01o5G0mFmxYgX33nsvzz77LHPnSrl6u3bt4r777mPlypUjmsSXgWPtA05mcr2MjIyMjMxniMfjIRAInJM7nsmQf+UFZF84GU1WWsTn493nExTCOREyiaJK01N03UUEPV6MMSImITGj0GnwWR3DxIw2J5Mx/9+tOBs7E77L/WXj8yrgEhUyAMoULZX3XZPU/gW1irSJFQRcnoRsuweTt3w2zoZO8pbPRqFRJ7XtYNImlJM2oTz+wAHyr5yH0qBDoVGN6H0rvO4iBJWCgmsWJJRmFst+OZZtczIkLWb++Mc/8vWvf5358+ejVksn3+/3s3LlSv7whz8kPYEvC9XtISczuV5GRkZGRuazQxRFMjIysNvtn6qgEQQhqpAJ+vxocjOZ8vv7IYnmme6OPrz9NlLHliS1ME0U48LYvfICbi/WQ3XkX3kBOUunozJETn1TpmhJm1COs7kLZ30HSoMu4RQc874aFDoNhlFFMR2lZD493B192E+2IKhVGGNEGg2VhRTfuAR7XRvWow3hiEkiqDNSGfOjW87FdMMEXB76th9BlZpCxowxkWtxlEpylszA2dCOq613WI1VPLR5mZTffVVCYxPpI3MuBE3SV4bMzEzefvttTp06xfHjxxEEgQkTJlBVVZXsrr40iKI4JM1MRkZGRkbms0SlUp2zFI6zxVbTTPNz7wMw4b8TT/sB6N16mL4tBzGMKaHqBzeerylGRfT5w4X9GdOrooqZELbqJjrXfIy+oiBhMdP+5jZ8JhtFNywm9+KZCc/N22dBodUkXFvk6TbH7VPyVcHTbaJ3yyGKrr8oYn2To66dtlc2ocnJiClmAHo27qdv22HSJlUkJWbOB16TjY63tgGQNrE8aupa01/fw7L/JFlzJ1D2jcvPy1ySaYh5toJmxFe2MWPGcPXVV7NixYqvtJABaDW5sLn9aJQKqvLOTcGejIyMjIzM2RBaIPh8Pvr6+s6JKYDf7096G21uFn67G7/ViWlXdcLbiaKI9ZDUayaZNJpzidKgCweS/HZn3PGh4vOg15fQ/r39tnBT0GRS7JzNXZz6v5dpePztuMcSgyLtb22j5r+fT7iny+cFMShi2nUcv9Mdd6zf4abpr+9hPnAq9ji7i/rHVtO76QDNz38YcYxCK2UeBT3x30fdQGTD3dYbdUzA5Ym7n2Tw9g+vXQcI2Fzhf8cSualjSwCwHKol6E3+Ox2PZIRMiLO5Xo1IzDz77LNMnjwZnU6HTqdj8uTJPPPMMyPZ1ZeCUL3MmPxUNKrP5s6XjIyMjIzMmZxLQeNwOPD5ElukD5lDdlq4OLr7o32ICc7BNdAdHiBjWnI97Px2F/07qzHtOYEYFOl85xPstW0JHzuEoFCEozH+QQvFaIRqHxJdIDrq26XjqFWklOYmtI2tuom6R1/Db3XiGegjE42Ax0fT0+/Ss34vYiBI38dHEzrG+UIMithr22h7dROuOA1BbSeaOPmrF2l+/gO6P9gdc6z1SD01//085r01tP1zA35HZPET9PlpeHIN3h4zgkoZ1V3utJjxxn1NIRtkn9keUXT5LHaqH3mKpufex9nYGXd/0RCDIpbDddT+9hVq/vv5iMcKCW6lXhuzd1LmjDGgEAh6fFiP1o94TpEYiZAJMdLrVdJpZj/96U/53e9+xwMPPMD8+fMB2LFjBz/4wQ9obm7mv/7rv5Ld5ReeUL2MnGImIyMjI/N541zkpNtsNux2O2qfJAx8BXlostPRZKehzkpHnWmI6aSUu2wWpp3VeLvNWA7VxWzoF8JysA4AbV4W2gTcpTzdZiyH67AersNR1w6iiK7QiCYng673d9H1/i6UBh3pkytJnzqatAnR03AGo0xLwW934bcnImaSi8w4B8SMvqIg5uIzRP/Oalr+sR6CQdSZqYy6/7qoPUV8ZjsNj78dbgBpXDyd4hsWRxwrBoN4+6x4ukxS080uqSeNKk1PxT1DG5uLokjA4cbTY8bba8HbY8bTY8bTa6H0tuXDnMDEYBBHbTvmA6ewHDwVbtYpaFSklAwXcK62Xjre2hbuOQTgtzoj22K7PLS/voX+HccASYQUrFyAUj+89kgMirS8sA5nnXTOy75xOYbRkaNhIWe2oNePGAzG/GynFBnD/3a395JaVTLk+f5PjhH0+jHvOYF5zwn0lYXkLJ1B5oyqhN7zoM+Pac8Jetbvw9PVH37csv8kxoVTh4wNfUZVqbEL+1VpetLGl2OrbsS8r4bMmWOHPC+KohRNCorSDYCgKDXjDYqI4tC/vfbTfWPORsiEGHy9SvTmSdJi5vHHH+fpp5/m1ltvDT+2cuVKpk6dygMPPPCVFDPHwsX/spiRkZGRkfn8cTaCxmazYbVaMej1+DpNmPfW4AuckcqjEFBnpqHJln50RTlDemekFOWQNrkS29EGutftIWN6Vdw2BpbDUopZ+rTREceKQRFnYwfWw/VYDtfh6ewf8rygVqHJy8Rvd6ErysHd3kvA4ca06zimXccRVEpSx5aQPmU06VNGocmObF6gStXjoR+/LZE0s5FFZuKlmImiSPeHe+hc8zEAuiIjld+7LqrhgrOlm8bH35YiW4Ig1eMMNAYVA0FMe0/g6TTh6e6XfveYEf2BYftRpeuxnWjGfqIZT68Zb48FT6+FYJS0KU+XCV1BtiRgTrWdFjDWoedOV5IbbkYawme20/nOJ/TvrA43VjWMLqLw+kUYKoc3y7TVNNPywjp8AylXhjEllN5x6bD9huh89xPMe2sAKLx24bAF/GBCkRmQ3stYolep16HOSsNnsuFu6xsmZnIvmYUqw0DvpgO423pxNnTQ3NBBR2YqxsXTMC6YEjElLODy0LftMD2bDoQFIEDqhHLyls8mdVzpsG1Cn1FlWvw6qszZY7FVN2I90kDA5RliPiH6Ahz718fj7gPAl5cKhdJn9GyFTIjQ9aqrqyuh8UmLGZ/Px+zZs4c9PmvWrBHl0n4ZCBf/y05mMjIyMjKfU0YiaEJCJj09HY1KjT3VTWpBGTqbF2+/lUAonSco4uu34uu34gBSyvOHNQLMu3Q2tqMNuJq6cJxqJXXs8MVYCE+XCU+HJE4ypg+vy21/cyum3ceHLZJV6XrSp4wifcoo0saXhyMlGVNG4e2zYDlcj/VIPfaTrYj+ALbqJmzVTbS9shFdSS6F1y4c1iwxtNBMJDIjhCMz8ddDAbc3nGoVLUIAUmSj7ZVN4W72hjElVH77apRRmiNaDtfR/Nz7BD0+FFo15XdfNbQwXSHQ9vLGyPUgCgXa3Ey0BVlo87PQ5WdjO95Iz/p9EY+l1GvR5Gaizc1Ek5OBMlVH6z83YDlYO0z8pZTmkTFjDJkzx6DNyxpyHrrX76Xno32IPum8afOypPcigpANen10rN4e7novqJUUXrOQnCUzoloF931yNJyqlr1gMrnLh69jh5yGwWLG440bwdMV5Uhipn143YxCIzmiZc+fhONkKz2bDmA9UieJt7c/puu9XWTNm0Du0hnoCo14TTZ6Nx2gb/sRgu6BNDeFQOasceQtm0VKaV7UeYRSIdVxIjMAGdOqaFVtQPQHsByuI3vexNNPJtEuURSlKI3JZCIYDJ61kAmh0WjIyEhsXZ20mLnjjjt4/PHH+d3vfjfk8aeeeorbbrst2d194el3eOmwSBfzCYWR75DIyMjIyMh8HkhG0AwWMmlpaXi9XtRZaZTceAnZ2VIqUcDtxWey4TXZ8PVbpYL2fhuanOGZCobRxegrC3E2dNC9fm9MMWMZKPxXZRjQlw/v3eK3OsNCRluYTcaU0aRPG42+vCDqglZjzCB36Qxyl84g4PJgq27Ecrge21HpzrS7tQeFaviyKCRmAgnVzAxsHwwiBgIx04hcTV0QlCIQ+giRB5BEUdNz72E9JKXcZc4aS+mdl0V0hBNFkd6N+2l/cyuIoM5Ko/I71wxL5RIEAcPoIgIeH7r8bLT5p4WLJid92JxNe2swVBVLoiUnY0C8SL/P7DYvBoI0PrEmLHJTyvLJnDmGjBlj0OZmDpuztbqRluc/DAsfVWoK+VfNx7hwcmSXsfp2mv/+Id5us3TeKgoovfOymE0ubSeaaH1pAyBFNUpuuThuVFAxqAFoYiYARmzHGnBFEDMhBEEgdVwpqeNK8fSY6d1yUEpBc3vp334E085qxv3069T89/OIPilKptCoyF4whdyLZ6Ixxs/+CQnuRCIzyhQt6ZMqsRyqxby3ZoiYEVRKxj5yGwiC9H1SKKRzphj4WxCk1DtBwGyzsOPN1/H7/eTl5Z0TIRNCFeH7GHHcSHb+7LPPsm7dOi644AJAaprZ3NzMnXfeyUMPPRQed6bg+TISqpcpN+pJ04286ZGMjIyMjMynQSKC5kwhEw2lToOy0Iiu0Bh1TAhBEMhbPpvGp97BdqwRV2tPxJoJAMvA4j1j6uiI4iT7wsnoSnLJmDpqyF3+RFGmaMmcNY7MWeMQAwEcde1YqxsjRkhUaaHITOJpZjCQnpQSXcyEUsy0hdmoDMOjLEGfn7o/vo6zvgOQ0pUKr7soqljrWruTrvd2AtIiv+LbK1FnGCKOHXX/9XFfS4is2ePImp1Yp3dBqSBv+WwQBEnAREn5CqE1ZuB3uBHUKnIvmUne8tlRe+2IokjH2x/j7TYjKBXkXzWfvOWzEZTRo4vu9l4an3oXgkF0RUYqvnVVQnUqikHruUACYiZloG7J3d4XsbbnTLS5mRTfsISCFRfSv+MYvZsPYKgqQZuTQfrkUThq28hZMh3jomkRPxvROF0zk5hdd+accVgO1WI73ozf7gpvJwhCzAjQYJQBD6IokpWVdU6FTDIkLWaOHj3KzJmSD3pdnXSxycnJIScnh6NHT7tkxHsjvyyEnMzkehkZGRkZmS8KsQRNokJmJKRPHY02LwtPt4mej/ZS9o0rho3xWew4G6QFfHoUF7PUsSVhe9mzRVAqSR1bGjVSFCqmTswAYLCY8cVsghmvXkahVpE6phRnQwdFq+L3oMmcOYaejftJm1hO2Z2Xn44SfcqcmV4YC21+FmVfv4zUMSWoM2O3thAEgdI7ltP8tw8oueWSqEJ4ML2bDxJ0e1Gl66n87rUJNyUd8j4m4WgWdHnwmWxoshNbEyp1GnKXziBn8fTwcYpvWooyRTui9y8kuBMVM+mTK1Fo1QQ9PiwHTmG8aGr8jSKg0WhQqz+7G/pJn6lNmzadj3l8YZGbZcrIyMjIfBGJJGgcDsd5EzIAgkIgd/ksWl/8CJ/VGdEpyna8CQCFThMzFe3TQplEzczgBWisuhkxKIYjLrGK/wtWXkj61FERC+DPRFeUw9iHv4YmNzNq9ObzSKLNRQG0OZlU/fDmhG+YF998MQqtmsw54xMWGAAKlRJBpUT0BxJKM9MWZINCAcEg7rbepI4F0vciJLSiRdMSIZQKqUqLXzMDkmhLnzoa854T2I43jVjMfFYNeUN8NrL9S8RpJzO5+F9GRkZG5ovFYEHT0TEQDTlPQiZE1twJpBTnoq8YXgsDkDVvIikleXh6zChU8VOCQgQHiscj1ZOcDfqyfAqvXZjQAlGp11FwzQIUGnXUAv0Qo/7lBuwnWzCMiR5hEgRhiJAJuL0oNKqoVsHa/KEpd/HqdoaMFUXEQDDuOU8kjepsiWWHPPjYQX/gdC1HhDkJSgVFqyQ76mTOBUDhNQskQ4T8+LbgCpWSolWLUGcYSInyuf40KLx+EX6rA31ZfsLb5C2fjXHBFAxViTdt/bwhi5mzwOUNUN8jNfSaKKeZycjIyMh8AdFoNGi1WtxuqWjbYBj5neFEFroKtSqqkBFFEUdtG6ljShJKIwpx/Kd/xdtroewbl5M1d0JSc46HNi8z4dQppU5D/mVz444TFAL60jy639tFxxtbyVkyneKblkYd77PYOfk//8BvdzH+P7+RcJ1Qx+qPsR5rIGfJdHIWTYs51t3eR+1vXyF9ciUlX1s2zMEr4PLQu+UQpj3HGfOvtyScshXC2dJN//YjFKyYH1cYNjy+BsQgeZfOjZlOePSHjyH6AlR+99qhjm2D8DvctL26CevRBsY+8jW0OZlR9xf0+fGZbGjzssi9ZFZCrytEyPr6fCCKIg1/WY2+vICcJdOHpZF5+6x0vvMxeZfOidp3KBrJfM+GzCkQjFmv9Gny+ZjFF5QTnVaCIuSkashLS+5LLSMjIyMj83nAZrPhdrvR6XQIgpBU5+3BePut1P7fyyPuci4GgrS9vJG6R1+jb/vhpLYV1NId90RSwc41PouDhr+sxttvjT/4DAIDzTWFONEQVao+3PHd02tJaN+iKGI5eApPZz9+qyPueOuhWoJuL4769iHWxOH9BUW63t+Fp6Nf6gWTBKIo0v7aZvq2HabhyTUxx/osDmzVjdiqm/A74ryf4sDvGAJamaLBfqKZoMsTbsQaCb/dRd0f36D20ddG9F6OFDEYxHzglNSEMgqOU63YjjXS9d5O3Gf0UxJFkYbHV2PafYL21dvP93QBcHf1U/Pzv2Ovbf1UjhcPWcycBaF6mQmF6V8ZwwMZGRkZmS8Pg4v9jUYjOTk5+Hy+pAWNq72X2t+8grOxk8an3iHo8xP0+pMTF4LUOBGg9eVN2GtaEt5UZRiwTw71vUkSn9mOac+JpLcTRZHGZ97FerSBU//7TxwDxgUJbz8gZiKJh8EISkW4DsOboJhxt/bg7ZPWKRnTx8Qdbzk8yEEuwppGZdCRNU+KevVuOYgYjL74HrbvA6dw1LYBUHDl/JhjzftqQBQl6+Ao0ZYQoTnEWoMJCkXYSMJy4FTUcX6rA3dbL36Lg4bHVhNwjuyzlAyeLhO1v3uVpqffxRzj89e9bi8gWXif6bgnCAL5V0nn1Ha0AduJ5vM3YcDZ3EXdb1/F02Wi+a/vE4zQbPXTRhYzZ4FcLyMjIyMj80UlkmtZqIYmGUFjP9lK7W9fxWe2o9Bpwn1QrMcaOPbwk9T+9hW61+/F3dUfcz+CQkHZXVegKzJCMEjjM+/i6TEn9FpCYiYZ8RT0+jHtraH+z29S/e/P0Py39/EOdJOPhiiK+B1uXK09OJs6EQSBgqsuQJGixW91Uvfoa5gGuswnOgcY6p4VjVCfkUTFTKhXj8aYjq44duqRt9+Gq7kbiO4gB5CzZLo0vtuMrboxoXkEfX463toGQNrkStImlsccb9p9HICMmWPi1z+FohlxVrOZA2LO2dARFsxnoivKoeLbVyMoFbg7+mh86t2oC/XWVzbS8c4nWA5JzS9jRVUiTjso0rNxPzW/+EfYCMLVFrlHjau1J3yu8y6dE1G4ZUyvQj9Kqq1qf3NrRKHpsziwn2zF02sZsQCxn2ql7vev47e7UBp0VNx7NQqVEr8/fpPY84lcM3MWhHrMyPUyMjIyMjJfJGLZLyfTWNO8/yTNf/sA0R9Ala5n1PeuC/ensB1tAFHEUdeOo66djre2oc3LIn3qKNKnjsYwqnBYkbdSp6HyO9dw8tf/JGB30fD424z5Ufz6DGWqVGzvjxOZEUURZ2Mnph3HMO07SdDlOb0Pgw53ex9Br+90I1CT1ARU+rcdn9kWdrdKKctj7L/dRtr4csb86BYaHl+Nt8dC81/fw9PVT/6VF8TN2gjtKyExk5MBNS14+xIUMwclMZMxfUzceViPSFEZZYqW1KriqONSinJIHVeKvaaFnk0H4kZOAHo27JciRAoFRasWxRzr7ugLi6qEap9CIiLO60sdV4IyRUvA5cFysDYsys4kbVwZJbcvp+X5D7GfbKH1H+so/frlQ00HfH76th2BQUJfla4npSwffVk++vJ8UsryUGdEtpr29Jpp+fu6cKRKnZlK6e2XRhV53eulqIw2P5v0KaMijhEEgaJVi6n9v5dxt/Zg2l1N9gWThoyxHW+k5e/rBjYAdUYq6qw0NNlp0m9j+sDf6WhyMobVTFmP1NP4zLuIvgCqDAOjH1yFrtCIu78fn8+Hw+H44vSZkZEIBEVOdIYiM7KYkZGRkfkqct999/Hkk0/y6KOP8i//8i8xxz722GP83//9H52dnUybNo0//elPzJ17uljc7Xbzwx/+kJdffhmPx8Nll13GX/7yF/LzE3cmSoRE+shEEjRn0rv5IG2vbQIRtHlZVN5/3ZAmicU3X0zG9Cosh+uwHqnHb3UO9JfZR89H+1AadKRPGSX9TKoIL+g1xgwq7l1B/R/ewNPZT9Nf36PyO9dEdbeC0301AlFqLHxmO/27qjHtrMbTZTr9hEIgfVIlWRdMJH1yJWIgyNGHHot7DgH81tNNNHUF2Yz50a00PvUOjto2utbuxNNlovT2S2P2CwmG08ziL8c0A+fW2xu/nsPTbcLd3gdId+3jEWpSmj6lMq7jV87SGdhrWrAfb8Ld0RezYarPYqf7w93SdkumoYvjDBZK9VNnp2EYHV1UAUOiIfHEmqBUkj51FKZdxzEfOBVVzABkz5uIr99G5zufYNp9ArUxg8KrLww/H/T4MC6YjLOpC3d7L6I/gN/qlFK8jjaEx6kyDKRPrqT0tuXSfIMifdsO07F6W1jEZs+fRNENi6OKdW+fVUq7A3KXz4ppuW2oLCRz1ljM+07SueYTMmeOHSKS/fZBQl+UvhM+8+meToMpuGbBECML054TND//IQSDaHIzGP3gKjTG0991tVqN3W5HpVKdVyfEaMhiZoQ09Npx+4KkqJVUGEfu/CIjIyMj88XkrbfeYufOnRQVxbc0feWVV3jooYd44oknmDdvHr///e+57LLLqKmpIS9PimT84Ac/YO3atbz22mtkZGRw//33c/311/Pxxx+fszkn0xDzTEGTni7duJM6sW+n+8M9gNRtvvK71w5zWFJoVGGxIgZFXM1dkrA5XI+7vZeAw41ppyQwxv/sLrS5meFtU6tKKL71Elr/sR7bsUY63toWttiNhDKUZhYhMmM9Uk/DE2tO38VHSinKnj+JzDnjUKcP+j9cDUq9loDLizrDgDorDXVWKpqsdNRZA3eys9JQZ6eFm2mGUKWmMOrBVbT9cwP9O45h3luDt9dCxbdXRu0dklRkxhgSM/EjM6GojCpdjz5Oj5qA0439pFTInT41eopZiPTJlWiM6Xj7rPRuOUTJLRdHHdux5hOCHh9Kg478Ky+IuV9RFMN1I1lzxsfvlTM4tSuBuuWMGWMw7TqOo7YNv80Z01Et7/K5ePus9H9ylO73d6HJTsO4YAogvc8lt14CSNbQ7vZeXM1dOJu6cDV3S+liwSB+iwP/QN8Xb5+Fln+sD9eBqTIMlN62PG5kq2fjfgiKqDIMCfXjKbhmYTj1rWfDfvKvmHf6NS2bRc7iafhMdrwmqxRx7D/92zsQhRT9gSF9cnq3HqLtlY0ggq44h1H3Xz/s86xSqUhNTcVqlYT2uRI0Tqcz/iBkMTNiQvUyEwrTUH6BmlPJyMjIyJw9bW1tPPDAA3z44YdcddVVccf/7ne/45577uGuu+4C4IknnmDt2rX89a9/5d/+7d+wWCw8++yzvPTSS1x8sbQ4fO6555gwYQI7d+7kggtiLwQTIRkhE2KwoDGZTKSkpNCxejuBffWAtLAtu/sqlPEK2BUC+ooC9BUFFK5cgKfXgvVIPdbDdfgd7iFCJoTxwsl4Ovro2bCfng370RYYMS6YHHH/qoE0s0CEmhlDVTGCSoFCoyZrzniy5k8ipSQ36t38cT+5E1VqSlI9SUIoVEpKbl+OtiCbjtXbcDZ2cur//knlfddEtMAN98ZJQMyEol4Blwe/040qRh+bcIrZtKq4osB6rBGCQQSVkrSJFXHnISgU5CyZTvsbWzHtqqZw5YURe+o4m7sw7TwGQMHVF8acL4Czvj1sWJBUihkkJGbSJpSf7nZ/uC4sTiIhCAIlt16Mz2zDVt1E6z83oM5MI31SxZBxCpVSSi0ry8e4UHos6PPjbuvF2dyFJisNd1c/p371Uli4Zs2dQNFNS+KeD7/dRf/HRwDJ9jmR/knanAxyFk+nZ8M+utftIXvB5CFiXaFWoc3LRJuXGXF7URTx210o1CpEUaT7g910vvMJAPpRhdJNiyjzNhgMqFSqcyZobDYbDkd8Fz6QDQBGjFwvIyMjI/PVJBgMcscdd/CjH/2ISZMmxR3v9XrZt28fy5YtCz+mUChYtmwZO3bsAGDfvn34fL4hY8aPH09ZWVl4TCQ8Hg9Wq3XITyRGImRChASN3+/H43JhHUilyb5wMhXfXhlXyERCm5NB7tIZjP7+DYx9+GtRxxVedxFpAwvItpc34KhrjzhusAHAmcXYyhQtVT+4iYm/vJfim5aiL82LmZakzkgdkZAJIQgCectnU3HvShQaFb5+G+724cXdYiCIOFCInXDNzACxojM+sz1sj50xLfEUs9RxZcPqJKKRPX9SWBj07zg27PmQFTMi6IqMMYVDCNNuKSqTUpoXM3UtfIxg4mlmIC3kQ5EQy4HauOMFpZLyb61AV5ILQZGmZ97F021O6Dj6igJyFk0jfcootHlZGEYXoUrTU/HtlZR94/K4Qgagb+shgl4/Cp0G40VT444PkXfFXJR6LUGPj661OxPeDqTzqE7To9Rp8JlsdK+Toq9pE8sZ9cCquPNOS0sjPT0dq9WKzRbbTCMWoetVoj2vZDEzQmQnMxkZGZmvJr/+9a9RqVQ8+OCDCY3v7e0lEAgMq33Jz8+ns1NadHZ2dqLRaMjMzIw6JhK//OUvycjICP+UlpYOG3M2QiaERqMhKysLFApKblpK/pUXUHLbsnPSNC/WPgSFgvJvXom2IBvDmBK0hZFrLpQDKW6iPxB2CBuMvqIgbmf7c03GtNFU/fBmilYtihhpCNXLQGI1M0qDDsWA2IglZkIuZsoULYYYDSdBiiLYjjWE55soSr2OrHkTAal2SjzD9c7T0YezuQuAolWL435Ogv5AuDYka278dCpgaGQmwQyZUP2QvaY5IetlpU7DqO9eizorDeNFU4cIykQRBIHSOy5j3E/uTPgcB/0BejcfBMB40dSkGpSq9KdT+sz7aggMMrlIBk12OhX3rSRr7ngq7rsm4ZsWZytoBl+v9PrYzVVDyGlmI0AUxXCPmYmFcmRGRkZG5svKiy++yLe//e3w32vXruUPf/gD+/fv/1z0F3vkkUd46KGHwn9brVZ+/vOfh/8+F0ImhFqtRqPRkDqulOzs2IXc5xJlipbR378BVaouasRElZaCOjMVZWoKQa9vRNGi80FKaV7Y3e1MxEAQbUG2NF9d/MWqIAiklOYR9HhjmiGklOSSNW8CCp02roAT/QFyL5mF5XBdVKesaOQsmU7A6SZn6YxhaV66ohzG//QbmPefJG1CbCtmaSIihdcsxLTnBJmzxiU8B01uJohiQilYAGmTKkkpy5PMHhLsk6POTGXsj29HZYgfTYm6jyg1U9FQqJSMenAVPR/tI3fpjKSPZ1w0Db/dRc7SGUkJoTNJG1dG2riy5LcbuNYkm3J25vVKrpk5j3Ra3fQ7vCgVAuMKPn3XBhkZGRmZT4eVK1cyb97pItrXXnuN7u5uyspO/wcfCAT44Q9/yO9//3saGxuH7SMnJwelUklXV9eQx7u6uigoKACgoKAAr9eL2WweEp0ZPCYSWq0WrTbyYuVcCpkQZ1o0t7+xFb/DRc6iaegros/zbIm1GHS2dOOsb2fiL+5JeH99Hx/B1dyNYUwJWbMTWzyb9pxAm5+FvuzcuMupUlMY/9OvJ7VN1Q9ujDvGMLo4rhNYCIVOg6GqCONFUxNacPvMdnwWO/ryAnQF2ZR/88qoYzXGdPKWz05sHmoVxoumJpVOpdComfCzuxIeD1KkZey/3ZbUNkDSQkYUxag3O8z7T2I73oSu0EjuxTOj7kObn0Xq+NJhUa9EUKiUFK5ckPR2sfDbXbS/vhl1Vjq5y2bFPSfJCpqzuV7JaWYjIFQvMzrXgE796YatZWRkZGQ+PdLS0qiqqgr/3HvvvRw+fJiDBw+Gf4qKivjRj37Ehx9+GHEfGo2GWbNmsWHDhvBjwWCQDRs2MH++1Ll71qxZqNXqIWNqampobm4Oj0kGp9N5zoVMJEy7j0t2xwk2txyMKIp4epPfbjC26iZO/fJF2l7djLc/vmXx6e0a6dt2GHtNYt3SA24vrf/cwKlfvUT/zuE1Ip8XzAdORW2+GImmp96l/o9vhmsjYmHadZzj//Gc1FcoEHuB7W7vpe/jownP48tE3/YjNP/tg7C5w5k4Gzro//gotuNNUfchiiKn/u9lWv6+Lpxudr7p+/gI/buqoz7v7bVg2n2C7g93J+K3ACSecna2N15kMTMCquV6GRkZGZmvJEajkcmTJw/5UavVFBQUMG7c6Tv8l1xyCX/+85/Dfz/00EM8/fTTPP/88xw/fpzvfOc7OByOsLtZRkYGd999Nw899BCbNm1i37593HXXXcyfPz9pJzOVSoXD4TjvQgZAGLihF23hFo2A20vzc+9z8hcvJlRUHQ3D2BLJYlcU6f8kcZHhM0suSerMyI0Nz8S0+zhBtxdBrSR9SuK1JWdL26ubwoYL8bAea6Dp2feoe/RVHBF6h0RCXylF0/q2HcZntsccqyvJRfT78XSZYgo6T6+Fuj++QeuL6+n+aF/cObS/uRXT3pphxg2RCLi9ccecT+Klptmqm2h9eQPmPSfoei9y8X3I7CHkbhYJQRDC9T39Hx8lEGPsucC06zitL31Ey98/xHK4LuKY0M0ChU6DIonUtXiC5lxEkGUxMwJCxf9yvYyMjIyMTCTq6uro7T19h/zmm2/mN7/5DT/96U+ZPn06Bw8e5IMPPhhiCvDoo4+yYsUKVq1axaJFiygoKODNN99M+tgqlQqDwfCpNK8L1SqISYgZV1svp379Eua9NQTd3rAbVsMTa2h56SNsJ5rj3vkPH1+lJOsCqRC9f8exhFNyfBZp4R6tS/tgRFGkb8shADJnj0845UgMijjq2ml/YwuNT76T0DaDsR5rpHfzQRr+spr6P7+Fu6Mv5nh1RiqqVB0Bp4f6P7we885/COOiaShTUxD9gbjRmZTiHLLmSEYGXWt3RjRaAFCl6dEV5QDQ8eZWOtfuiCpUHHVt9Hy0j+a/vkfdo6/hbOmOOYfa373Kqf/9J33bD4+4sB2k98bZ3EXX+7vo234k9thAEGt1I81/e5+an/89qqBxtfXS+My7EBTRleSSN6jp5GAUA/Vcgw0gImFcOAVBpSTg8mDefTziGHdHH54ec0JCMBrm/Sdp/vuHIIK+opDUscNNRAC8/ZIQ0WSnJV0vGE3QnKtUWLlmZgSEiv8nybbMMjIyMl95ItXJRHrs/vvv5/7774+6H51Ox2OPPcZjjyXWgT4afr8/YRegs0UYEDPRFrZn0r/jGK0vb0T0+RGUCopWLca4eBpekw3rwB3h/u1HUKWmkDFjDJkzx2IYUxyz4N24YDI96/fiM0k9QeI1IhSDYlKRGceptrCQyFkUu6ZDDAZx1LZhPlCL5eAp/JbTfTKcLd14e8wgCNJiUBBAYNC/Bx5XgCpVjzorldSxpdhPtmCrbqTmRDM5i6eRf9UFES1yU0pyqXroZur++Aa+fisNj79N2V1XkDljTNT5KnUa8pbPpuOtbfRtP0LepXNinpP8FfMx76vBZ7bTu+VgxJoYpVZN5XeuoemZtViP1EvCx+Oj8LqLhi2CVRmppE8djfVwHY7aNk796kWyF0yh8OoLhzW1dLV0427tkc5lYyftr28hY+ZYsi+cjGF0UdwFtt/pxn68CeuxRmzVjfitUnG5riQX48Kh1tGiKOJq6sK0+zjmfSfx204Xojtq20g9wyXOZ7bT8NhbBN1eVBkGKr9zTVSb69ORmdjfGXW6gcxZYzHtOk7P5gNkL5wy7DV2rN6O9Ug9yhQtKWWS2UTKQN8bTW5G3HNiOVRH01/fB1EkpTSPUd+7Nuq8fQORGXXWyNa+Z9bQhP59LiLIsphJEqvbR3O/9KGWe8zIyMjIyHze8PuTS/k6G8KRmYF+KdEIen20vbIpHIVRZ6dT8a2rwqYBCo2aolWLMO87ibOxE7/dRd+2w/RtO4wqTX9a2FQVDRM22rwsDGNKcJxqpe/jI3HFjN/uhIEITiJipnfrQUCyd9aXDzc5EAMB7DWtmA+ewnqobsjCF6Q+KxkzxuC3u2h6Zm3c4wGkTx1N5X0rGfX9VVgO1tLx5la8fVZ6Nx3AtPs4BVdfiHHBlGGWx9q8TMb8qyRoPJ39ND2zluDty8meH70fknHRNHo+2off5qTrw92U3Hxx1LHanAyMF02ld/NBuj/cjXHB5IgNMxVqFRX3rqDpuQ+w7D9Jz0f7CHr9FN+0dEgTT21OBpX3rcR2vIm21zbj6eynf/sRLPtOkn/VBeQsnhZ2sNMV5zL6X26g/5OjmA+cIuj1Y9pZjWlnNdr8LLLnTyLrgonhJpGiKOJu7ZHEy7EGKfXujKiKxpiOYVQRYjCIoFDg6TFj2nMC0+7jeM9IfzSMLiJzznh0JTlDHg+4vTQ8/jY+sx2FVs2o716LJiv64jzRyAxAztIZmHYdx9PRj72mmbTxQ53h3F390hxcHuw1LdhrWk4fJ0WLvjRPEjll+WRMGz3E9c1a3UjTs2shGERXlMOoB66P+F6GGByZGSlnCppzlQori5kkOT6QYlacmUKmPrHmUjIyMjIyMl9GFJr4kRlPl4nGp98NN45Mn1xJ6dcvH5KupTLoyL1kFrmXzMLbZ8G8/xTm/SdxNXXhtznp23qIvq2HUKXrKVgxH+PCoRES48IpOE61Yj1Sj89ij5k+5hsULYknZnxmO5aDUsTIuGjasOd7tx6ic83HBJxDU55SSvPImDGGjBlV6PIlG2tXSzdKgw6C4um0IFGU0pZE6UcURRBPN4EUBIHMGWNIn1xJz8b9dH+wm4DDTdvLG+nbeoiiG5aQNn6oda46M5Wqh26i/s9v4WruouWFdQScHnIvieycpdSqyV0+m443t9L/8VHyLp0TczGed8U8+nccI+D00L1+L4XXLIw4TlAqKf/mFbRoVJh2Vg80gfRRevvyYYI0bUI54/79dnq3HKJz7U4CLg/tr2+hb/sRim9YQtrEcgSFQOrYUlLHllJ801JMe2ro/+QorpZuPF0mOlZvp2PNJ6RPqSR3+WzaXtowrFmpoFJiqComfVIFaRMr0BZkIwgC9pMtdLz9Mc4zao20BdlkzZ1A1pxxaIzD66TFYJDmv76Hq6UbFALl37oqqhV3iNPfmfhiRl+Wj2F0EY66dno3HhgmZsb/9Ot4OvtxNnfjau7C2dKNu6WboNdP0OXBfrIF+8kWUCiY8uj3wtvZa1pofHINoj+ANj+bUQ9ej2qgV1M0fCZJzKjPQsycL2QxkyShepkJcr2MjIyMjMznEJXq0/uvXRg4VjQDAPO+Glr+sV4qdlYIFK5cQO6y2UPuzp+JxphB3vLZ5C2fjafXgmX/SUnYNHfjtzrDxxxMxvQqlAYdAYeb/h3V5F8euV4BwD9Q6C6olJK4iEHfx0cgGERp0JE5a+yw55Up2rCQ0VcWkjG9iowZY9BGaK6YUprH5P/7TszjRUOhVpF/2VyyL5hIx9sfY9pZjbu9j/o/vkH2gsmU3rZ8yHhVagqjv7+KhifW4DjVSvsbW/A73RSsmB8x9Shn0VR61u/Fb3PS/eEeSm6JHp1Rp+nJvWQWXe/tpGfjAXIWT48qCgWFgtLbL0WhUdO39RCmndUEvX7K77p8WM8gQakk9+KZZM0ZT8c7n9D/8RE8nf3U//lNsuaOp+wbV4THKvU6chZPI2fxNJwt3VK0ZvcJAi4P1kN1ZM+biK7IiLu9F3V2uiReJlWQOrY0chqVQggLGVWGgazZ48mcO56UktyoqVqiKNL22uawQUPxTUtJnxQ7Kgig0ErHj2UAMJicpTNw1LVjPdaAp9uMNi/z9DlTKNAV5Ug1SgO1Y2IwiKfLhLO5C1dzN87mLgROR1EddW00PL4a0RdAk5vB6O+vCkezYhEyANBkj3z9O7hGBpLvQxMNWcwkiVwvIyMjIyPzeUalUuF0Oj+VuhmFRlqQRjIACLg8tL6yiaDHhyrDQPk3ryR1TOyO9Geizckg79I55F06B0+PGfO+k2RMHd7cUaFWkTV3Ar2bDtD/sVT7EU0whVy71BmGmDUFYiAQLg7PvnByxMaM6VNGUXTjEjKmV8WMZpwr1BmplN15GTmLp9H22mac9R3oyyP3vVGmaBn1vetoelaqXel+fxeCAAUrLhw2VqFRk3fpbNrf2Er/JwPRmRh34HMvmUnv1kME7C663t9Fya2XRB0rKASKb16KQqOi56N9WPafpCkYpPyeFRHPvypNT+nXlmG8aCrtr23GUduGrjg36v71pXnob76YousWYTkk1SqlT6lEm59F/hXzwtGXWBhGFZNz8QzSJ48idWxJzBqtEL0bD4SNIXKXzSInQuQuEqGaGdEfCKe3xSJjWhXqrDR8Jhu9Ww5SfOOSmOMFhQJdoRFdoRHmDQicgUigs7GT+sdWE/T6UWenMfrBGxJKtQx4fAQcbmDkaWbRiv3PhaCR3cySJOxkJosZGRkZGZnPIX6/H4fDEbOvw7kitMCPFJlRpmgp+/rlpE4oZ+yPb09ayJyJNjeT/MvnRs3rNy6YDIC3z4r9ZPT+MSEnM1WcRZzlUJ1UwC8QtZmjUqchd+mMT0XIDEZfXkDVD2+m4r6VZF84Oeo4hUaqXcmaO34guhS9Qajxoqmo0vWSs9mHu2MeX5miDUe/+j4+gqfbFHO8IAgUXncR+SvmgyCQOWtsXIGhL81j9A9upOLeq8lZOiPmWJBea9ac8VTcczWCUhle0CfivCUoBCmdbXxZQkJGFEUc9W0AZMyoovDai+JuE56n9rQoTiQ6IygV5CyWhFL/jmMjcnELnQNlihalToMqw8Do79+AxpjYWtY3qIfTSAwAogmZRPvQxEOOzCSB1x+ktls62XJkRkZGRkbm84jf78dgMJyzFI5YCHGsmaXahPKkrVxHgq4oB31lId4eM36bK+q4sJNZHFvmoNePKl2Pviw/YtrYZ40gCGRMjd/zRlAqKb3zcrz91pivQ4rOzKFnw35SokR7BmO8aCq9Ww6SOrY0XNQeb74FV15A5vSqsHVzItuE+q18nhAEgfK7r6J380GMC6fGTJs8k1BkBqS6GWUCPVuyL5xM59qdpJTk4rc5E9omEtr8LEY/dJNUK5ObmfB23oF6GRQC6sz4KWmDiWe/fKYpwEiuV7KYSYKTXTZ8AZGMFDXFmbELpWRkZGRkZD4r9Ho9Wq32vAuanKUzyJw5FnVG9AVOSMj4LHZ8FgcqQ0rCd4STpfybV6LKMKBQKaOOyb/qArLmTkChi70Az75gIhkzxxBM8k64s6UbhUqJOjsdZQKL/E8DQSEkJMiMF03FeNHUiCl1Z6JQqxj373eGC9oTJVEh83lBDIoRxYqgUJB78UzEYBB3Rx8BtxddoTGqtXEIdXY6ld+9FoVGHdM9bDCq1BQm/OyuhJu8xmLw58DV3gsiaLJSY87FMLqYMf/2NalmLYHIVYhE+8icraCRxUwShOplJhamfyp3mWRkZGRkZEbKubjjeSbBM5pSphTlQIKL0+a/fYC9poXcS2dTlERaTghRFOP+3xtLJPlsToIeH9qcjLhpYWIwiGn3CbrW7qDi3qsTaq4ZovnZ9/B0myi+aSk5S6YnvN3ngUREzJDxSQqZzwv2U634LA6yZkdPuwPpM1f/pzfQFeWQf/ncYb1vQGqqWfPffweg6oc3YRhdHHFfrpZuNLmZKHWauPbhkUhWyIiBIJbDdWRMr4r6vWl7eSOO2jbyr5hHwdXDa6lCKLVq9GXxo3WDSbYh5tlcr+SamSSolutlZGRkZGS+QJyrnHQAn8+H1+MlkKAL05mErF8DdnfS23r7LNT+9hWczV0jOrbPbKfud69R/4fXw/0y4tG9fg/ePisdaz5O7lhWKY1NFSNaJfPZ4bPYaXp2Lc1/fY/uj/bFHGs9XI+9poXeTQdwtfVEHCOolOF+PwG3N+IY+8kWan/3Ko1PrEm4wezZIIoira9spOnpd2l/fctpK/Az8NuldExlFFvm3s0Hh1iZJ0qyQibESK9XsphJgpCYketlZGRkZGS+KJwLQeP1ejGZTIg+H3WPvkrXB7ujLtyioUyV7mr77c44I4diO9HMyV+9hLO+g6an3yUYp0FnJLz9VnwmK94+K3V/fD3uAk1QKCi8eoF0/GON2E+2JnScoNdHcOC8qNOTd5Nzd/TRvnobfmfygu9cE/T5R7SQTZRoC+yR4h9wVqt99DWpd0+kYwYCND37Hn6rE4VOE7PmSAwE6Vi9HYDUCeXDeryEEAQBxUBqWcAV+Tvh6bEQ9Piwn2yh8ZmRfYaTofuD3fQPOPEJKmXUyExgQMxE6jFjPVJP26ubqPnv5+nfWZ3w+zVSIRNi8PXK6UzsWvHFjA9+BgSD4uk0M1nMyMjIyMh8gTibFA6v10tvby8qlQrB6iboEuhc8zE9G/eTt2wWxsXTE6oNUaVKOfmhu8HxEEWRng376XhrG4giSoOOktuWxayHiYZhVBEV911Dw19W4+02U/+nNxj9LzfGbBSYPm00+ooCnI2ddLy9nap/vTlumlsoKgOgSqB3B0jnw7TnBKZdx3ENRJ60xoyoDmrJIAaDeHstuNv7cLf34u7ow7h4GqlVw53lxKCIq7Ub+4lmbCeacdS1kTF9DOV3XRFhz9L747c58fZZ8fVb8fbbyJozPmI6lBgM4u7sx9nQgbOxE2dDJ5mzxpK7bBaCQhGObIwEd0cfPZsOYNpVjeiTRIL1aP3/396dR0Vxpf0D/1bvNLvNLqtGxQUV10GSUaMjSYzLxFHzBhXfLJqJxiVznJgxaoxRM0lmNGYmTlbNOEaN81NjNDGvW1wiLqgoBuOCiBugrM3Wa93fH1gFDQ00TTdN4/M5hwNdXV11Lxeqnqeq7r1WE5Xcb39GxbXqUcgiU56wmLOlrqLUX6DPLwI4IGy89YlBBVKVAuYKHXi99WRGk9gLvM6Au//vMMouZuPmhr2Iev7JZvU/YWYepooqmMqrYCqrhNxbbbX/UVHqL8j77jgAwG9gbIOTmjKewfRguGVr/we8yQypunoepVv//hElZ64g/LkRjT6i2dJERiB8tqioyKb1KZmx0a3iSpTrTVDIJOgc2PIOWIQQQkhrsiehERIZuVwOHx8f6JRV8O8SA+PJKzCXVyF35zHc338GgaMGIuC3vS1GaqpLJt6ZaTqZMeuNuL1pH0rSLgMAVOGBiJ4xRuy8nPXhf6G/XwIIF4vrXDWufRW5+7L/hUQhh3dsJKJnjMGNT3ZVTzj50XZ0njuhwY7PHMchdPyjyFrzX1Rm50KbYT1Ars1Ualsyw5vMKLuYjaITmdWTLtbqi6TQ+ABSCa6t3oaqnDzgQbDPSSXVwa+k5mdOyoGTShH9x3GA2VydtOQKiUsRdHmFYoAv8IgIEpMZfUGJmLyUX74lziUiKL98E1V3C6C7dR+GIm31V6EWxqIyGIq19batCguA3M8LxtKK6qTlRi4qs/NQmZNXbxjiCn9vVHz6Hcp+uQFIOEjksuq7CDJp9c9yKSQymfg6YurvoNBUtz9jDGWXclBw8CzKMnPEbUpUCmgSe8EjvP68NCXnruL+g8fKAn83AL59Gm5Ls96IvD2pAAD/gbHwiAhqcF0AkDwYXYxv5G5l4Ih+MOsNyN+ditKzV3BLKUdE8u8sBhfQ3ytB8elLYsJiKnvwvbwK5oqqmr93AJqhfRE+ebjFPrSZN3Br034AgFe3CERMHdXgSGvmKr34f2PtMTO/+C7w7BSGO1sPojT9Gsp+ycbl5f9G2ITfosOQXvUS+4qKClRWVrY4kRF4e3tDr7dt8A1KZmwkzC/TLdgb8hZcQSCEEEJcpTkJTe1ERqPRwGQygZNKEPzEIHiPfhT3/i8NhUcvwFRehdztR3B/fxqCRg2E5tHeVjuGy7yFPjONJzP6ghLc+OQ76O4UAKi+uhyRPNIiUTKWVMBoY9+X2nmOT68YRD7/FHK+2IOqW/dw/Z870enVZxocgcqrawS8e0ShLDMHed/+DJ9eMY1eTTdqqx+LkagU9e5WMcZQlZOPopOZKEm7bJE4SFQK+MV3gf/gHvB8pCM4CYfCoxds7l9RcuqS+EiUNZxcClVI9bwryuAOuPX1fpRfyoGhUFtvXXkHH3h3j4RXt0h4d4tA/t5TKDh0rtH9SzyUUHTwhrG0HJlvft5g20g9VVBHh0IdEwKvR8KR/8OJ6jd4Vp3sNNIfi5l48AYTik9l4v7Bc9Dn1Vy1VwT4ImB4PDok9LTalvr8Ytza+H8AAM8u4Qgdm9hofQoOnoWptAKcTNpox3ixXk08ZiYIfnIweJ0B9/efQXHqL5Aq5QibOExMDAxFWuTvOdHk/oDqRxprq7yZj5zPdgM8D1XHAETPGNPoXczaj3vKPK3foZT7eiLqpadReu4q7mw5CFN5FW5v2o+SM1cQkTxSTC6Fua38/PwcOnKirRP/UjJjI+ovQwghpD2wJaGpm8hI6gTwcl8vdJw4DEG/G4D8H0+j6OcMmLSVuPvfw7i3Lw1hE4bWGylKCJjMlXowsxmctH6gVZaZg5wv98BcqQckHMKe+S0ChsfXuwocMnZI/avgXJ0fHnyrG9D5xXcBm5aEm1/tRWV2LrLXfYtOs8Y3eFcpZGwiyjJzoMstRPGpX9HhNz2srgfU3JmRW7krY9JW4ur7W2qyK46DV2xk9RDQfTrX23/HPwyFqUIHZuYBngfjGZjZDGZm1a/NPNiD78KdCE4qgTLYH6qwAHHSSFVYABQBPhZJWN7u42IiI1UrqxOX2Eh4xUZCEeBr8ftWaHwg9fKAooMPFBpvKDr4QN7BBwqNT/WyDt7i3S3eaMKdLQfFsqjCA+EZEwp1dAjU0aFQBFpuW+Y9HKbyKjCjGbzJBGY0gTeZq18bTWAmM5ip+mezwYiriz6zSAI9u4QjcHg8fHp3ajDJ5A1G3PhsN3idATJfT0Q9/1Sjj7WZyipxb18aACBgaB8xYG+M2GemiX5kwuShvM6AwmMZKPgpHRKVQkyu5P5eUMeEQuathszb48F3NWRetX729oDM08OiDvqCUmR/vBO83gi5vzc6zfp9k3PR1L6o0NjjlhzHwa9fV3h1CcedbT+hJO0yyn+9icvvbETo+EfB9YyA0WiEl5eXU+e0agwlMzb65W4pAOovQwghxP01ltA0lcjUJvfzQvjk4QgaNQD3hKSmtMJqsCj1rgmYTOW6enPTFB69gNtbDlb3j/HyQPQLo+HVLcLqfv3iu9heWSv8B3UHbzTh9qb9qLh6Gzc+/Q7RM8daHZpYHRkMv/5dUXLmCvJ2p8Kvf9cGhzAWRzKz0vlf7usJr9hIGEvK0GFwD/gP6t7ocLsNDfFrDW8wodviaVAG+VlNEusKGNoH5ko9vGIj4REe2OjdpoDh8Qh8vJ9N5ah+HGwUFAG+8AgPbHKoZ1WoxqbtAtV3tuS+nuB1Bvj174aAx+ObHC6YMYbbXx+A7m4BIOEQ9cJTjc6JBAD5P5wErzNA4qFEUNIgm8om3Jlp7DEzAcdx6PjsCJj1RpSc/hX39p6CVKVA0KiBUAV3QJcFz9q0T4GpvArZ/9gBk7Z6Ms1Os39v0zDOpgejCkqUcpuG2JZ5qxH1/FPw698Ntzfvh0lbiTtbD8Fn0mOQy+Xw9HTd6H0uf17qzp07mDJlCjQaDTw8PBAXF4e0tDTxfcYYlixZgtDQUHh4eGDkyJG4evVqq5dT6PxPd2YIIYS0B9ZGOWtOIlObwt8b4c8+jthl/4vg0b+Bb5/6s7bXvvprqqj/qJlHRBA4qQQekUHouvC5BhMZR9EkxiFs4jAA1XeEtBnXG1w3ZMwQQMLBWKRF4YNRoqwR78w0EDBHvzga3d6chqBRAx0yAaJAopBBFaqxKZEBAM2jvRE0aiDUkcFNdkJv7rx6/gNj4RkT2uw5a5rCcRwipo5C93deQOT0J2ya96Qo9RcUn7oEAAj7/WNWBz6oTV9QgsKjFwAAwUkDG71jUZutd2YEnIRD5LQk+Dzot5O354TNQ4bXdXfHUejvFYOTSRH98libE0RxWOYGHjFriG+fzui2JAX+v+kBdUwofHpFQyZz7b0Rl+69uLgYiYmJGD58OH744QcEBgbi6tWr8Pf3F9d57733sHbtWnz11VeIiYnB4sWLkZSUhMzMTKhUts2c2lIF5Xrka/XgOCA2hJIZQggh7UPtOzQGgwF6vb7ZiUxtig4+CBmdYPU9mWfNOdtcVj+ZUUeHoNOrz0AdFdJqkzEGDo8HM5rAyaTw69e1wfWUQf7QDOmFwmMZKL9yC4HD462uJ/SZaajzf1OP/pDGqaNCmrW+T89oeD7SETJvDwTYcHepIusugOo7jgHDrLexNc25MyPgpBJEPf8Ubm74AQHD4qHoYN8jWh0n/BbGQi00v+0Nry6NJ2u1CX1mhFEGm0OmViFyWhJ4gwkl5fX7XbU2lyYzf/3rXxEREYH169eLy2JiamZFZYxhzZo1ePPNNzFu3DgAwL///W8EBwdj586dePbZ5t2Ks5fQXyZG4wlPJT2ZRwghpO2SSCQwmUwwGGwLrJRKJeRyuTing9DZvy6j0QiTyYTS0lK7y8b1jAAnl0Jr0sFgbdhVjRqGVg6OZAOqr443NQysYkgs/KID4NUtosF1zRF+4LgIGAI8bR5WljiX/9Th4M0MxcXFTa/cJQRB88bBVFLRrCBd7+8Brmc4TGF+zW53nwmJMMD2YYit8ZsyHLyEa9Y2qjxl4HpHgvfzatG+S0tLYTKZYDTaN5luY6wdh6xxaWS+a9cuJCUlYeLEiTh8+DA6duyIV155BS+99BIAIDs7G3l5eRg5cqT4GV9fXwwePBipqalWkxm9Xm8xlJvwPHBLCCOZdadHzAghhLRxfn5+KCwstPnOCs/zFkHD7du3rT42wvM8GGP4/vvv7X+sRIbq4WWPHbRYzBiDwWAA/2CIYolEAoVC0exHnFqqdlDGcRwUCkX932PGycY3IgVwpRC4ctauMvA8D4PBIA4vLZfLW/0xHrdqD2d50OPB5vaQAbhXBGy74vCiOK09OAClBcC2Gzatbq09eJ5HSUlJ9eShDm4bvtaQ5Y1xaTJz/fp1rFu3Dq+99hr+8pe/4PTp05gzZw4UCgVSUlKQl5cHAAgOtnwuMjg4WHyvrlWrVmHZsmUOLSf1lyGEEOIuhADHlsDCbDbDaDSKgYnJZILZXD13iEJRf4hbxph4J8dRGKu+am4ymcTHzIuLi2E2m+Hv799qAXRFRQUqKirg5eUFtVqN4uJilJeXw9/f36H1bYzRaIRWq4VMJoO/vz8qKytRXl4OLy+vVutgTe1Rg9qjRkPt4e3tDYlE8vAmMzzPY8CAAVi5ciUAID4+HhcvXsS//vUvpKSk2LXNN954A6+99pr4WqvVIiKiZZ0IxZHMQimZIYQQ0vbZElgIV1klEgmUSiUkEglkMhn0er34nlJp2ceD53nI5XKriY49eJ5HYWEheJ5HUFCQuF25XI6CggJotVq7++80R1lZGSorKy3myQgKCkJhYSFKS0sREBDgsDo3xGAwoLS0FEqlUqyzUqmETCYTA2pnD31L7VGD2qNGY+1RVlYGxhikUqnDy2FroubS0cxCQ0PRo4fleO3du3fHzZs3AQAhIdUdvfLz8y3Wyc/PF9+rS6lUwsfHx+KrJSoNJmQXVI9O0jOs6bHGCSGEkLZO6FPDcZyYyAiEgM1kMtk8A7c9hEDNaDTWC04VCgUCAgJgNBrFYM5ZysrKoNVq681cLpFIoNFoxMDR1j5I9mhsFDlro845A7VHDWqPGk21h3CsEO7ouoJLk5nExERcvnzZYtmVK1cQFRUFoHowgJCQEBw4cEB8X6vV4uTJk0hIsD5aiqNdyi0DY0CgtxKB3jQKCSGEEPfWWCIjcHZC01igJmiNgK2hQE3QGgG0LcNhOzuApvaoQe1Rw5b28PPzA8dxMBgMNnfYdzSXJjPz58/HiRMnsHLlSly7dg1ff/01Pv30U8yaNQtA9e2lefPm4Z133sGuXbuQkZGBadOmISwsDOPHj2+VMlJ/GUIIIe2FLYmMwFkJjS2BmsCZAVtTgZrAmQF0c+b1cVYATe1Rg9qjRnPaQyqVOiWhsbU+Lk1mBg4ciB07dmDz5s3o1asXli9fjjVr1iA5OVlc589//jNeffVVzJgxAwMHDkR5eTn27t3banPMZFJ/GUIIIe1AcxIZQe2ExhFBY3MCNYEzAjZbAzWBMwJoeyYodXQATe1Rg9qjhj3toVQqHZrQmEwmm7fj0mQGAJ5++mlkZGRAp9Ph0qVL4rDMAo7j8PbbbyMvLw86nQ779+9H164NT2zlaMIcM9RfhhBCiLuyJ5ERCAmN2WxuUZBiT6AmcGTA1txATeDIANqewFngqACa2qMGtUcNe9tDOLY4IqFp7sUTlyczbZnJzOPXvOo/zB70mBkhhBA31JJERqBUKiGVSsHzPCoqKpr9+ZYEagJHBGz2BmoCRwTQLQmcBS0NoKk9alB71HBEe7Q0oal9vLJ1CG5KZhpRpjNhWLdAdAv2RlQHtauLQwghhDSLIxIZgTBhYXl5ebMCNkcEarXLYG/A1tJATdCSANoRgbPA3gCa2qMGtUcNR7aHvQlN3eOVWwzN3Nb5eyrwydQB+HH+byGRtO6st4QQQkhLODKREchkMnh5edkcsDkyUBPYE7A5KlAT2BNAOzJwFjQ3gKb2qEHtUcMZ7dHchKYlxytKZgghhJB2hud5hycyAk9PT5sCNmcEaoLmBGyODtQEzQmgnRE4C2wNoKk9alB71HBme9ia0LT0wgslM4QQQkg7wnEcTCaTUxIZQVMBmzMDNYEtAZuzAjWBLQG0MwNnAbVHNWqPGm2lPZpKaBxxB5mSGUIIIaQdEYIBZyUygoYCttYI1ASNBWzODtQEjQXQrRE4C6g9qlF71Ggr7dFQQuOoR2EpmSGEEELaGblc7tRATVA3YGvNQE1gLWBrrUBNYC2Abs3AWUDtUY3ao0ZbaY+6CY0j+/TJHFhWQgghhLiY2Wy2eRQgRxCCIa1WC61WC47jWi1QEwgBW0FBAXJzcwGg1QI1gRBAFxYW4v79+2K5WitwFlB7VKP2qNFW2kOpVEKv10Ov11ssa2l70J0ZQgghhLSIp6en+LNSqWzVQE2gUCigVCqtlqm1SCQS+PjUzEvn4+PTqoGzgNqjGrVHjbbSHrXnjnHUHWRKZgghhJB2pDXvygA1fQA4joNKpYJOp2vRTOj2Kisrg06ng0qlAsdxLZ4J3R4GgwGFhYWQy+WQy+UoLCxs0cz09qD2qEHtUaMttEftR8taMrFmXZTMEEIIIe2IRCJptSClbh8AjUbTopnQ7VW7D4BGo2nxTOj2qN0nIyAgAAEBAS2amd4e1B41qD1qtIX2qJ3IqFQqMalyREJDyQwhhBDSzggdbJ2poc7M9s6Ebi9rnZlbMhO6Pax1Lm/JzPT2oPaoQe1Roy20h7XO/vZMrNkQSmYIIYSQdsRsNgOAwx7hsKapUZlaK2BrbFSm1grYGhslq7UCaGqPGtQeNdpCezQ2apmjEhpKZgghhJB2Ri6XO/SZ9NpsHV7W2QGbLcPLOjtgs2W4X2cH0NQeNag9arSF9rBl+GVHJDTtfmhmxhiA6iHxCCGEtB7huCsch4nzCb9rxhikUimMRiP0ej3MZnOLRw1ijIExJgY9vr6+TT7OJpVKoVQqUVRUBL1eD7Va3aIyCCorK1FRUQFPT09IpVJUVlY2ur6XlxdKS0uRl5fnsBGtTCYTSktLIZVK4eHhAZ1O1+j6Hh4eMBqNyM/Ph6+vL2SylodgPM9Dq9XCbDZTe1B7iFqzPcxmM3ieB2NMvCsMVP8uhLrLZDKYzWaL9+uydrwSkqumziEca+dnmdu3byMiIsLVxSCEkIfWrVu3EB4e7upiPBTonEcIaW+aOoe0+2SG53ncvXsX3t7edg1XqdVqERERgVu3blmMVd7eUD3bn4elrlTPtosxhrKyMoSFhblkboeHUUvPea7mjn/nTaE6uQeqU9tj6zmk3T9mJpFIHHJF0MfHxy3/EJqL6tn+PCx1pXq2Tb6+vq4uwkPFUec8V3O3v3NbUJ3cA9WpbbHlHEKXygghhBBCCCFuiZIZQgghhBBCiFuiZKYJSqUSS5cuhVKpdHVRnIrq2f48LHWlehLSfrTHv3Oqk3ugOrmvdj8AACGEEEIIIaR9ojszhBBCCCGEELdEyQwhhBBCCCHELVEyQwghhBBCCHFLlMwQQgghhBBC3BIlM0345z//iejoaKhUKgwePBinTp1ydZEcatWqVRg4cCC8vb0RFBSE8ePH4/Lly64ultO9++674DgO8+bNc3VRHO7OnTuYMmUKNBoNPDw8EBcXh7S0NFcXy+HMZjMWL16MmJgYeHh4oHPnzli+fDncfUyTI0eOYMyYMQgLCwPHcdi5c6fF+4wxLFmyBKGhofDw8MDIkSNx9epV1xSWkGZ6+eWXwXEc1qxZ0+S6TZ1/dTodZs2aBY1GAy8vL0yYMAH5+flOKnkNo9GI119/HXFxcfD09ERYWBimTZuGu3fvNvnZtlqn5sY627ZtQ2xsLFQqFeLi4vD9999bvO/q45S9sU1br5fA1hjGXerTYow0aMuWLUyhULAvv/yS/fLLL+yll15ifn5+LD8/39VFc5ikpCS2fv16dvHiRZaens6eeuopFhkZycrLy11dNKc5deoUi46OZr1792Zz5851dXEcqqioiEVFRbHp06ezkydPsuvXr7Mff/yRXbt2zdVFc7gVK1YwjUbDdu/ezbKzs9m2bduYl5cX+/DDD11dtBb5/vvv2aJFi9j27dsZALZjxw6L9999913m6+vLdu7cyc6fP8/Gjh3LYmJiWFVVlWsKTIiNtm/fzvr06cPCwsLY6tWrG13XlvPvyy+/zCIiItiBAwdYWloa+81vfsOGDBni5FowVlJSwkaOHMm2bt3Kfv31V5aamsoGDRrE+vfv3+jn2mqdmhvr/Pzzz0wqlbL33nuPZWZmsjfffJPJ5XKWkZEhruPq45Q9sY071Isx22MYd6mPI1Ay04hBgwaxWbNmia/NZjMLCwtjq1atcmGpnOvevXsMADt8+LCri+IUZWVlrEuXLmzfvn1s6NCh7S6Zef3119mjjz7q6mK0itGjR7Pnn3/eYtkzzzzDkpOTXVQix6ubzPA8z0JCQtj7778vLispKWFKpZJt3rzZBSUkxDa3b99mHTt2ZBcvXmRRUVFNJjNNnX9LSkqYXC5n27ZtE9e5dOkSA8BSU1OdUofGnDp1igFgOTk5Da7TVuvU3Fhn0qRJbPTo0RbLBg8ezGbOnMkYa5vHKVtiG3eoV3NiGHeoj6PQY2YNMBgMOHPmDEaOHCkuk0gkGDlyJFJTU11YMucqLS0FAHTo0MHFJXGOWbNmYfTo0Rbt2p7s2rULAwYMwMSJExEUFIT4+Hh89tlnri6WUwwZMgQHDhzAlStXAADnz5/HsWPH8OSTT7q4ZM6TnZ2NvLw8i79fX19fDB48uF0fl4h743keU6dOxYIFC9CzZ88m17fl/HvmzBkYjUaLdWJjYxEZGemS/4XS0lJwHAc/Pz+r77fVOtkT66SmptY7hyYlJYnrt8XjlC2xjTvUqzkxjDvUx1Fkri5AW1VQUACz2Yzg4GCL5cHBwfj1119dVCrn4nke8+bNQ2JiInr16uXq4jjcli1bcPbsWZw+fdrVRXGa69evY926dXjttdfwl7/8BadPn8acOXOgUCiQkpLi6uI51MKFC6HVahEbGwupVAqz2YwVK1YgOTnZ1UVzmry8PACwelwS3iOkrfnrX/8KmUyGOXPm2LS+LeffvLw8KBSKesmDK/4XdDodXn/9dfzP//wPfHx8rK7TVutkT6yTl5fX6DGorR2nbI1t2nq9mhvDtPX6OBIlM0Q0a9YsXLx4EceOHXN1URzu1q1bmDt3Lvbt2weVSuXq4jgNz/MYMGAAVq5cCQCIj4/HxYsX8a9//avdJTPffPMNNm3ahK+//ho9e/ZEeno65s2bh7CwsHZXV0LcxaZNmzBz5kzx9Z49e/Dhhx/i7Nmz4DjOhSWzX906/fDDD3jssccAVA8GMGnSJDDGsG7dOlcVkTSiPcQ2D0sMYy96zKwBAQEBkEql9UYRyc/PR0hIiItK5TyzZ8/G7t27cejQIYSHh7u6OA535swZ3Lt3D/369YNMJoNMJsPhw4exdu1ayGQymM1mVxfRIUJDQ9GjRw+LZd27d8fNmzddVCLnWbBgARYuXIhnn30WcXFxmDp1KubPn49Vq1a5umhOIxx7HpbjEnE/Y8eORXp6uvh1/Phx3Lt3D5GRkeKxNycnB3/6058QHR1tdRu2nH9DQkJgMBhQUlLS4DrOqtOAAQMA1CQyOTk52LdvX4N3ZdpinZpTrrpCQkKarIewzNZtOktzYpu2XC97Ypi2XB9Ho2SmAQqFAv3798eBAwfEZTzP48CBA0hISHBhyRyLMYbZs2djx44dOHjwIGJiYlxdJKcYMWIEMjIy6p2QkpOTkZ6eDqlU6uoiOkRiYmK94SevXLmCqKgoF5XIeSorKyGRWB7CpFIpeJ53UYmcLyYmBiEhIRbHJa1Wi5MnT7ar4xJxX97e3njkkUfErxkzZuDChQsWx96wsDAsWLAAP/74o9Vt2HL+7d+/P+RyucU6ly9fxs2bNx3+v1C3Th4eHmIic/XqVezfvx8ajabRbbS1OjWnXHUlJCRYrA8A+/btE9dvC8cpe2Kbtlwve2KYtlwfh3PxAARt2pYtW5hSqWQbNmxgmZmZbMaMGczPz4/l5eW5umgO88c//pH5+vqyn376ieXm5opflZWVri6a07XH0cxOnTrFZDIZW7FiBbt69SrbtGkTU6vV7D//+Y+ri+ZwKSkprGPHjuLQzNu3b2cBAQHsz3/+s6uL1iJlZWXs3Llz7Ny5cwwA+/vf/87OnTsnjpL07rvvMj8/P/btt9+yCxcusHHjxrnlUJrk4WVtNLPHH3+cffTRR+JrW86/L7/8MouMjGQHDx5kaWlpLCEhgSUkJDi9/AaDgY0dO5aFh4ez9PR0i3OnXq93uzo1Va6pU6eyhQsXiuv//PPPTCaTsQ8++IBdunSJLV261OqQv648TtkS27hjvWqrG8O4e31agpKZJnz00UcsMjKSKRQKNmjQIHbixAlXF8mhAFj9Wr9+vauL5nTtMZlhjLHvvvuO9erViymVShYbG8s+/fRTVxfJKbRaLZs7dy6LjIxkKpWKderUiS1atMgimHBHhw4dsvo/mZKSwhirHk5z8eLFLDg4mCmVSjZixAh2+fJl1xaakGawlsxERUWxpUuXWixr6vxbVVXFXnnlFebv78/UajX7/e9/z3Jzc51cesays7MbPHceOnTILevUWLmGDh0qHn8E33zzDevatStTKBSsZ8+ebM+ePRbvu/o4ZUts4471qq1uDOPu9WkJjjE3ny6bEEIIIYQQ8lCiPjOEEEIIIYQQt0TJDCGEEEIIIcQtUTJDCCGEEEIIcUuUzBBCCCGEEELcEiUzhBBCCCGEELdEyQwhhBBCCCHELVEyQwghhBBCCHFLlMwQQgghhBBC3BIlM8RtDRs2DPPmzXN1MerhOA47d+50dTGc5q233kLfvn1dXQxCCCFO9MUXX2DUqFFO38/evXvRt29f8Dzv9H2R9omSGeK2tm/fjuXLl4uvo6OjsWbNmlbbf0NBfW5uLp588slWKwchhBDiSDqdDosXL8bSpUudvq8nnngCcrkcmzZtcvq+SPtEyQxxWx06dIC3t7fDt2swGFr0+ZCQECiVSgeV5uFhNBpdXQRCCCEA/vvf/8LHxweJiYmtsr/p06dj7dq1rbIv0v5QMkPcVu3HzIYNG4acnBzMnz8fHMeB4zhxvWPHjuGxxx6Dh4cHIiIiMGfOHFRUVIjvR0dHY/ny5Zg2bRp8fHwwY8YMAMDrr7+Orl27Qq1Wo1OnTli8eLEYcG/YsAHLli3D+fPnxf1t2LABQP3HzDIyMvD444/Dw8MDGo0GM2bMQHl5ufj+9OnTMX78eHzwwQcIDQ2FRqPBrFmzGg3uhbtCGzduRHR0NHx9ffHss8+irKzMol5171T17dsXb731lvia4zh88sknePrpp6FWq9G9e3ekpqbi2rVrGDZsGDw9PTFkyBBkZWXVK8Mnn3yCiIgIqNVqTJo0CaWlpRbvf/755+jevTtUKhViY2Px8ccfi+/duHEDHMdh69atGDp0KFQqFV2VI4QQB7t//z5CQkKwcuVKcdnx48ehUChw4MCBBj+3ZcsWjBkzxmKZtUe7x48fj+nTp4uvo6Oj8c4772DatGnw8vJCVFQUdu3ahfv372PcuHHw8vJC7969kZaWZrGdMWPGIC0tzeq5hpCmUDJD2oXt27cjPDwcb7/9NnJzc5GbmwsAyMrKwhNPPIEJEybgwoUL2Lp1K44dO4bZs2dbfP6DDz5Anz59cO7cOSxevBgA4O3tjQ0bNiAzMxMffvghPvvsM6xevRoAMHnyZPzpT39Cz549xf1Nnjy5XrkqKiqQlJQEf39/nD59Gtu2bcP+/fvr7f/QoUPIysrCoUOH8NVXX2HDhg1ictSQrKws7Ny5E7t378bu3btx+PBhvPvuu83+3QmJXHp6OmJjY/Hcc89h5syZeOONN5CWlgbGWL3yXrt2Dd988w2+++477N27F+fOncMrr7wivr9p0yYsWbIEK1aswKVLl7By5UosXrwYX331lcV2Fi5ciLlz5+LSpUtISkpqdtkJIYQ0LDAwEF9++SXeeustpKWloaysDFOnTsXs2bMxYsSIBj937NgxDBgwwK59rl69GomJiTh37hxGjx6NqVOnYtq0aZgyZQrOnj2Lzp07Y9q0aWCMiZ+JjIxEcHAwjh49atc+yUOOEeKmhg4dyubOnSu+joqKYqtXr7ZY54UXXmAzZsywWHb06FEmkUhYVVWV+Lnx48c3ub/333+f9e/fX3y9dOlS1qdPn3rrAWA7duxgjDH26aefMn9/f1ZeXi6+v2fPHiaRSFheXh5jjLGUlBQWFRXFTCaTuM7EiRPZ5MmTGyzL0qVLmVqtZlqtVly2YMECNnjwYPG1td9Hnz592NKlSy3K+uabb4qvU1NTGQD2xRdfiMs2b97MVCqVxb6lUim7ffu2uOyHH35gEomE5ebmMsYY69y5M/v6668t9r18+XKWkJDAGGMsOzubAWBr1qxpsI6EEEIc45VXXmFdu3Zlzz33HIuLi2M6na7BdYuLixkAduTIEYvldc+5jDE2btw4lpKSIr6OiopiU6ZMEV/n5uYyAGzx4sXiMuE8I5wvBPHx8eytt96yo3bkYSdzYR5FiNOdP38eFy5csHiEiTEGnueRnZ2N7t27A4DVK1Bbt27F2rVrkZWVhfLycphMJvj4+DRr/5cuXUKfPn3g6ekpLktMTATP87h8+TKCg4MBAD179oRUKhXXCQ0NRUZGRqPbjo6OtugzFBoainv37jWrfADQu3dv8WehPHFxcRbLdDodtFqtWP/IyEh07NhRXCchIUGsk7e3N7KysvDCCy/gpZdeEtcxmUzw9fW12Le9V/4IIYTY7oMPPkCvXr2wbds2nDlzptF+nVVVVQAAlUpl175sOacAwL179xASEiIu9/DwQGVlpV37JA83SmZIu1ZeXo6ZM2dizpw59d6LjIwUf66dbABAamoqkpOTsWzZMiQlJcHX1xdbtmzB3/72N6eUUy6XW7zmOK7JYSqb+oxEIrG4jQ9Y72RfeztCXyNry2wdNlPoD/TZZ59h8ODBFu/VTtiA+r93QgghjpeVlYW7d++C53ncuHHDIrmoS6PRgOM4FBcXN7lds9lcb5m955SioiIEBgY2uU9C6qJkhrQbCoWi3oG1X79+yMzMxCOPPNKsbR0/fhxRUVFYtGiRuCwnJ6fJ/dXVvXt3bNiwARUVFWLg/vPPP0MikaBbt27NKlNzBQYGin2HAECr1SI7O9sh27558ybu3r2LsLAwAMCJEyfEOgUHByMsLAzXr19HcnKyQ/ZHCCHEPgaDAVOmTMHkyZPRrVs3vPjii8jIyEBQUJDV9RUKBXr06IHMzMx688zk5+dbvL5+/To0Gk2Ly6jT6ZCVlYX4+PgWb4s8fGgAANJuREdH48iRI7hz5w4KCgoAVI9Idvz4ccyePRvp6em4evUqvv3223od2uvq0qULbt68iS1btiArKwtr167Fjh076u0vOzsb6enpKCgogF6vr7ed5ORkqFQqpKSk4OLFizh06BBeffVVTJ06VbzV7iyPP/44Nm7ciKNHjyIjIwMpKSn17ozYS6jT+fPncfToUcyZMweTJk0SHxlYtmwZVq1ahbVr1+LKlSvIyMjA+vXr8fe//90h+yeEEGKbRYsWobS0FGvXrhVH6Xz++ecb/UxSUhKOHTtWb/m3336L7du3IysrCytWrEBmZiZycnJw586dFpXxxIkTUCqVSEhIaNF2yMOJkhnSbrz99tu4ceMGOnfuLN6q7t27Nw4fPowrV67gscceQ3x8PJYsWSLeUWjI2LFjMX/+fMyePRt9+/bF8ePHxVHOBBMmTMATTzyB4cOHIzAwEJs3b663HbVajR9//BFFRUUYOHAg/vCHP2DEiBH4xz/+4biKN+CNN97A0KFD8fTTT2P06NEYP348Onfu7JBtP/LII3jmmWfw1FNPYdSoUejdu7fF0MsvvvgiPv/8c6xfvx5xcXEYOnQoNmzYgJiYGIfsnxBCSNN++uknrFmzBhs3boSPjw8kEol4kWvdunUNfu6FF17A999/X2/I/dGjR+O9995Djx49cOTIEXz88cc4deoUNm7c2KJybt68GcnJyVCr1S3aDnk4cazuQ/WEEEIIIeShNnHiRPTr1w9vvPEGgOp5Zvr27Vtv/rKWKigoQLdu3ZCWlkYXvIhd6M4MIYQQQgix8P7778PLy8vp+7lx4wY+/vhjSmSI3ejODCGEEEIIaZSz7swQ0lKUzBBCCCGEEELcEj1mRgghhBBCCHFLlMwQQgghhBBC3BIlM4QQQgghhBC3RMkMIYQQQgghxC1RMkMIIYQQQghxS5TMEEIIIYQQQtwSJTOEEEIIIYQQt0TJDCGEEEIIIcQt/X/tvRoqjiUHpAAAAABJRU5ErkJggg==",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.9617e+01\n",
+      "\tgrad_norm = 2.3543e+00\n",
+      "step = 14\n"
+     ]
+    },
+    {
+     "data": {
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",
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.9862e+01\n",
+      "\tgrad_norm = 2.1120e+00\n",
+      "step = 15\n"
+     ]
+    },
+    {
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",
+      "text/plain": [
+       "
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/Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages/\n",
+       "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
+       "
\n" + ], + "text/plain": [ + "/Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages/\n", + "rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\tJ = 6.9960e+01\n",
+      "\tgrad_norm = 1.9971e+00\n"
+     ]
+    }
+   ],
+   "source": [
+    "# if not installed, uncomment below:\n",
+    "# !pip install optax\n",
+    "import optax\n",
+    "\n",
+    "# hyperparameters\n",
+    "num_steps = 1\n",
+    "learning_rate = 1e-1\n",
+    "\n",
+    "# initialize adam optimizer with starting parameters\n",
+    "params = np.array(angles).copy()\n",
+    "optimizer = optax.adam(learning_rate=learning_rate)\n",
+    "opt_state = optimizer.init(params)\n",
+    "\n",
+    "# store history\n",
+    "objective_history = []\n",
+    "param_history = [params]\n",
+    "\n",
+    "for i in range(num_steps):\n",
+    "    print(f\"step = {i + 1}\")\n",
+    "\n",
+    "    # plot the structure and objective function progress\n",
+    "    _, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 4))\n",
+    "    ax1.plot(objective_history)\n",
+    "    ax1.set_xlabel(\"iteration number\")\n",
+    "    ax1.set_ylabel(\"power enhancement factor\")\n",
+    "    sim_i = make_sim(params)\n",
+    "    sim_i.plot(z=-length_z / 2 + space_below_sub + thickness_sub + H / 2, ax=ax2)\n",
+    "    plt.show()\n",
+    "\n",
+    "    # compute gradient and current objective function value\n",
+    "    value, gradient = val_grad_fn(params)\n",
+    "\n",
+    "    # convert nan to 0 (infinite radius of curvature) and multiply all by -1 to maximize obj_fn.\n",
+    "\n",
+    "    # outputs\n",
+    "    print(f\"\\tJ = {value:.4e}\")\n",
+    "    print(f\"\\tgrad_norm = {np.linalg.norm(gradient):.4e}\")\n",
+    "\n",
+    "    # compute and apply updates to the optimizer based on gradient\n",
+    "    updates, opt_state = optimizer.update(-gradient, opt_state, params)\n",
+    "    params = optax.apply_updates(params, updates)\n",
+    "    params = np.array(params)\n",
+    "\n",
+    "    # save history\n",
+    "    objective_history.append(value)\n",
+    "    param_history.append(params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(objective_history)\n", + "plt.xlabel(\"iteration number\")\n", + "plt.ylabel(\"power enhancement factor\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Power at the focal spot (relative to no structures) was enhanced from 59.73 to 69.96\n", + "This corresponds to a 17.12% relative improvement!\n" + ] + } + ], + "source": [ + "power_start = objective_history[0]\n", + "power_end = objective_history[-1]\n", + "\n", + "power_enhancement = (power_end - power_start) / power_start\n", + "\n", + "print(\n", + " f\"Power at the focal spot (relative to no structures) was enhanced from {power_start:.2f} to {power_end:.2f}\"\n", + ")\n", + "print(f\"This corresponds to a {(power_enhancement * 100):.2f}% relative improvement!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see therefore that a huge efficiency improvement is possible using adjoint optimization, with only a few extra simulations required." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "applications": [ + "Metamaterials, gratings, and other periodic structures", + "Lenses" + ], + "description": "This notebook demonstrates how to model a metalens in the visible frequency range in Tidy3D FDTD.", + "feature_image": "./img/metalens.png", + "features": [ + "Far field projection" + ], + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "metalens, Tidy3D, FDTD", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.0" + }, + "nbdime-conflicts": { + "local_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "version", + "op": "patch" + } + ], + "key": "language_info", + "op": "patch" + } + ], + "remote_diff": [ + { + "diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 5, + "op": "addrange", + "valuelist": "9" + }, + { + "key": 5, + "length": 1, + "op": "removerange" + } + ], + "key": 0, + "op": "patch" + } + ], + "key": "version", + "op": "patch" + } + ], + "key": "language_info", + "op": "patch" + } + ] + }, + "title": "Modeling a Visible Light Metalens in Tidy3D | Flexcompute", + "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { - "00909a40a9ea4b03ae3c18796e313a6b": { + "18ae7cffa5be48bdac2828ca432bd48c": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2667d7e8422b4ea3b48a53935a509d10": { + "model_module": "@jupyter-widgets/output", + "model_module_version": "1.0.0", + "model_name": "OutputModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/output", + "_model_module_version": "1.0.0", + "_model_name": "OutputModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/output", + "_view_module_version": "1.0.0", + "_view_name": "OutputView", + "layout": "IPY_MODEL_af4b47fac01f40a2938ce24a94827c02", + "msg_id": "", + "outputs": [ + { + "data": { + "text/html": "
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🏃  Finishing 'metalens'...\n
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solver progress (field decay = 5.95e-06) ━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
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solver progress (field decay = 7.25e-06) ━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
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🏃  Starting 'metalens'...\n
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🏃  Starting 'metalens'...\n
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" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "525e3c0e-715d-4f47-baea-0d457e483bbc", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import tidy3d as td\n", + "import tidy3d.plugins.microwave as mw\n", + "import tidy3d.plugins.smatrix as sm\n", + "from tidy3d import web\n", + "from tidy3d.plugins.dispersion import FastDispersionFitter\n", + "\n", + "td.config.logging_level = \"ERROR\"" + ] + }, + { + "cell_type": "markdown", + "id": "36a54891-ad9b-46f0-b4db-7073161586ca", + "metadata": {}, + "source": [ + "## Building the Simulation" + ] + }, + { + "cell_type": "markdown", + "id": "669d4cfa-accf-4445-bad9-4db91e516d29", + "metadata": {}, + "source": [ + "### Key Parameters" + ] + }, + { + "cell_type": "markdown", + "id": "37153cd7-20cb-43a7-a8a3-4ea1658273ab", + "metadata": {}, + "source": [ + "Key geometry dimensions are defined below. Missing measurements are estimated visually based on available information in [1]. " + ] + }, + { + "cell_type": "markdown", + "id": "05c9997d-c22d-4a61-8596-ef5441bcd393", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "da7902c7-5a91-400b-84f1-3e63b4a6554c", + "metadata": {}, + "outputs": [], + "source": [ + "mm = 1000 # Conversion factor to micron (default unit)\n", + "\n", + "# Feed line\n", + "LF, WF = (1.486 * mm, 0.85 * mm) # Length and width of feed line\n", + "feed_offset = 5 * mm # Length of feed line overhang\n", + "\n", + "# Helical antenna design\n", + "alpha = 15 / 180 * np.pi # Helix pitch angle\n", + "ratio = 0.96 # Size ratio per turn\n", + "LH0, WH0 = (3.9 * mm, 0.97 * mm) # Initial size of trace\n", + "LHend = 1.65 * mm # Final size of 1/8 turn trace\n", + "VR = 0.1 * mm # Via radius\n", + "\n", + "# Phased array parameters\n", + "spacing = 5.17 * mm # Spacing between elements\n", + "N_ant = 8 # Number of elements in array\n", + "\n", + "# Substrate/layer dimensions\n", + "T = 0.035 * mm # Trace thickness\n", + "H = 1 * mm # Substrate thickness\n", + "Lgnd, Wgnd = (60 * mm, 120 * mm) # Size of ground plane\n", + "Lsub, Wsub = (60 * mm, 129 * mm) # Size of substrate" + ] + }, + { + "cell_type": "markdown", + "id": "f395f6fd-d3ba-45f3-b5bd-c807ac23da66", + "metadata": {}, + "source": [ + "The design frequency in [1] is the 28 GHz band of the 5G spectrum. Our approximate design has a central frequency of 29.5 GHz." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "51016474-2faf-4c65-b7e0-4d5588171297", + "metadata": {}, + "outputs": [], + "source": [ + "# Frequencies and bandwidth\n", + "(f_min, f_max) = (20e9, 36e9)\n", + "f_target = 29.5e9 # target operating frequency\n", + "freqs = np.unique(np.append(np.linspace(f_min, f_max, 201), f_target))" + ] + }, + { + "cell_type": "markdown", + "id": "1daf92b0-2c47-49a3-971b-433d0521a4ef", + "metadata": {}, + "source": [ + "### Medium and Structures" + ] + }, + { + "cell_type": "markdown", + "id": "2fbdabc1-4bab-4d80-bb0a-ea8086146bbb", + "metadata": {}, + "source": [ + "The substrate is Rogers RT5880 and the trace material is copper. Both materials are assumed to have constant loss over the frequency range. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a4fc1703-5f78-4651-8e91-eec76a135460", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b6d83b11991c4c15aa9916f8aefee873", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "med_lossy_sub = FastDispersionFitter.constant_loss_tangent_model(2.2, 0.0009, (f_min, f_max))\n",
+    "med_metal = td.LossyMetalMedium(conductivity=58, frequency_range=(f_min, f_max))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "452e87de-1c8b-4ea0-b536-6e9e82e582d5",
+   "metadata": {},
+   "source": [
+    "We commence to build the geometry below. Because of the repetitive nature of the design, we make use of user-defined functions to create the geometry. First, we define a function to create the planar traces of the helical structure. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "8276c6a6-6195-4e77-91ce-c00e384a4bc6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def create_trace(size, angle, start_pt, rounded_ends=True):\n",
+    "    \"\"\"Create trace geometry of given size and angle at start_pt.\"\"\"\n",
+    "    lt, wt = size\n",
+    "    x0, y0, z0 = start_pt\n",
+    "    x1, y1 = (x0 + lt * np.cos(angle), y0 + lt * np.sin(angle))\n",
+    "    verts = [\n",
+    "        (x0 + wt / 2 * np.sin(angle), y0 - wt / 2 * np.cos(angle)),\n",
+    "        (x0 - wt / 2 * np.sin(angle), y0 + wt / 2 * np.cos(angle)),\n",
+    "        (x1 - wt / 2 * np.sin(angle), y1 + wt / 2 * np.cos(angle)),\n",
+    "        (x1 + wt / 2 * np.sin(angle), y1 - wt / 2 * np.cos(angle)),\n",
+    "    ]\n",
+    "    geom1 = td.PolySlab(vertices=verts, axis=2, slab_bounds=(z0, z0 + T))\n",
+    "    if rounded_ends:\n",
+    "        geom1 += td.Cylinder(axis=2, center=(x0, y0, z0 + T / 2), length=T, radius=wt / 2)\n",
+    "        geom1 += td.Cylinder(axis=2, center=(x1, y1, z0 + T / 2), length=T, radius=wt / 2)\n",
+    "    return geom1, (x1, y1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "08ee29a7-1655-4d28-b6c6-f716b4482126",
+   "metadata": {},
+   "source": [
+    "The next function creates the vias forming the vertical transition of each helical turn. Note that the user-defined function also optionally returns a `MeshOverrideStructure` for mesh refinement purposes. This will be used later in the Grid section. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "2dd027b5-4767-4be8-adfe-f02fdd08987d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def create_via(center, radius, length, mesh_override=False, dl=None):\n",
+    "    \"\"\"Create vertical via in helix antenna\"\"\"\n",
+    "    geom = td.Cylinder(axis=2, center=center, radius=radius, length=length)\n",
+    "    if mesh_override:\n",
+    "        rbox = td.MeshOverrideStructure(geometry=geom.bounding_box, dl=dl)\n",
+    "        return geom, rbox\n",
+    "    else:\n",
+    "        return geom, None"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f9e0344c-c2a6-4e77-a17b-f0d9dc00d133",
+   "metadata": {},
+   "source": [
+    "Now, we define a function that creates one single helical turn. The `clip_end` and `end_length` options allow for the turn to end prematurely, as in the final turn of the overall helical structure. In addition to the created geometries, the function also returns the start position of the next turn to enable easy generation of multiple turns. The `MeshOverrideStructure` instances for the vertical vias are also returned if enabled."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "cd61a934-7471-4be5-80df-3d2b6e6556a1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def create_planar_helical_turn(\n",
+    "    start_pt,\n",
+    "    start_size,\n",
+    "    ratio,\n",
+    "    helix_angle,\n",
+    "    via_radius,\n",
+    "    thickness,\n",
+    "    clip_end=False,\n",
+    "    end_length=None,\n",
+    "    mesh_override=False,\n",
+    "    dl=None,\n",
+    "):\n",
+    "    \"\"\"Creates one turn of a planar helical antenna\"\"\"\n",
+    "    x0, y0, z0 = start_pt\n",
+    "    lt0, wt0 = start_size\n",
+    "    wt1 = wt0 * ratio\n",
+    "    lt1 = end_length * ratio if clip_end else lt0 * ratio\n",
+    "\n",
+    "    # Via\n",
+    "    g1, rbox1 = create_via(\n",
+    "        center=(x0, y0, z0), radius=via_radius, length=thickness, mesh_override=mesh_override, dl=dl\n",
+    "    )\n",
+    "    # Top\n",
+    "    g2, (x1, y1) = create_trace(\n",
+    "        size=(lt0, wt0), angle=helix_angle, start_pt=(x0, y0, z0 + thickness / 2)\n",
+    "    )\n",
+    "    # Via\n",
+    "    g3, rbox2 = create_via(\n",
+    "        center=(x1, y1, z0), radius=via_radius, length=thickness, mesh_override=mesh_override, dl=dl\n",
+    "    )\n",
+    "    # Btm\n",
+    "    g4, (x2, y2) = create_trace(\n",
+    "        size=(lt1, wt1), angle=np.pi - helix_angle, start_pt=(x1, y1, z0 - thickness / 2 - T)\n",
+    "    )\n",
+    "\n",
+    "    return td.GeometryGroup(geometries=[g1, g2, g3, g4]), (x2, y2), [rbox1, rbox2]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d0463b6f-5fdb-4277-890b-9d6ab4b12a24",
+   "metadata": {},
+   "source": [
+    "Finally, the function below creates the whole antenna structure. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "a73eab85-f533-4ef5-aee9-265a84c0c0d6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def create_planar_antenna(\n",
+    "    start_pt,\n",
+    "    start_size,\n",
+    "    turns,\n",
+    "    ratio,\n",
+    "    via_radius,\n",
+    "    helix_angle,\n",
+    "    thickness,\n",
+    "    mesh_override=False,\n",
+    "    dl=None,\n",
+    "):\n",
+    "    \"\"\"Create planar helical antenna based on [1]\"\"\"\n",
+    "    # if turns < 1 return nothing\n",
+    "    if turns <= 1:\n",
+    "        return None\n",
+    "\n",
+    "    # Create first 1/8th of a turn\n",
+    "    x0, y0, z0 = start_pt\n",
+    "    lt0, wt0 = start_size\n",
+    "    geom_ant, (x_next, y_next) = create_trace(\n",
+    "        size=(lt0 / 2, wt0), angle=np.pi - helix_angle, start_pt=(x0, y0, z0 - thickness / 2 - T)\n",
+    "    )\n",
+    "\n",
+    "    # iterate over turns\n",
+    "    rbox_list = []\n",
+    "    lt, wt = (lt0 * ratio, wt0 * ratio)\n",
+    "    for ii in range(turns):\n",
+    "        clip_end = ii == turns - 1\n",
+    "        gturn, (x_next, y_next), rboxes = create_planar_helical_turn(\n",
+    "            start_pt=(x_next, y_next, z0),\n",
+    "            start_size=(lt, wt),\n",
+    "            ratio=ratio,\n",
+    "            helix_angle=helix_angle,\n",
+    "            via_radius=via_radius,\n",
+    "            thickness=thickness,\n",
+    "            clip_end=clip_end,\n",
+    "            end_length=LHend,\n",
+    "            mesh_override=mesh_override,\n",
+    "            dl=dl,\n",
+    "        )\n",
+    "        geom_ant += gturn\n",
+    "        rbox_list += rboxes\n",
+    "        lt, wt = (lt * ratio * ratio, wt * ratio * ratio)\n",
+    "\n",
+    "    return geom_ant, rbox_list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c96920b9-d580-46a0-9962-eabbf1a2dbe6",
+   "metadata": {},
+   "source": [
+    "We make use of the previously defined functions to create all the necessary geometry. Note that we also define `rbox_list_ant` that stores a list of `MeshOverrideStructures` around each vertical via. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "0dfce9dc-2c51-463a-9960-01b71b841197",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create geometries\n",
+    "geom_list_ant = []\n",
+    "rbox_list_ant = []  # List of mesh refinement geoemtries\n",
+    "geom_list_feed = []\n",
+    "xstart = -(N_ant - 1) / 2 * spacing\n",
+    "\n",
+    "# Use for loop to create each antenna in the array\n",
+    "for ii in range(N_ant):\n",
+    "    xpos = xstart + ii * spacing\n",
+    "    g_ant, rbox_ant = create_planar_antenna(\n",
+    "        start_pt=(xpos, LF, -H / 2),\n",
+    "        start_size=(LH0, WH0),\n",
+    "        turns=4,\n",
+    "        ratio=ratio,\n",
+    "        via_radius=VR,\n",
+    "        helix_angle=alpha,\n",
+    "        thickness=H,\n",
+    "        mesh_override=True,\n",
+    "        dl=(VR / 2, VR / 2, None),\n",
+    "    )\n",
+    "    geom_list_ant += [g_ant]\n",
+    "    rbox_list_ant += rbox_ant\n",
+    "    geom_list_feed += [\n",
+    "        td.Box.from_bounds(rmin=(xpos - WF / 2, -feed_offset, -H - T), rmax=(xpos + WF / 2, LF, -H))\n",
+    "    ]\n",
+    "\n",
+    "geom_ant = td.GeometryGroup(geometries=geom_list_ant)\n",
+    "geom_feed = td.GeometryGroup(geometries=geom_list_feed)\n",
+    "geom_gnd = td.Box.from_bounds(rmin=(-Lgnd / 2, -Wgnd, 0), rmax=(Lgnd / 2, 0, T))\n",
+    "geom_sub = td.Box.from_bounds(rmin=(-Lsub / 2, -Wgnd, -H), rmax=(Lsub / 2, Wsub - Wgnd, 0))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0e1dbe15-3960-4102-b5ba-38ff8f938763",
+   "metadata": {},
+   "source": [
+    "The geometries are then combined with materials into `Structure` instances ready for simulation. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "f61eb66b-627d-419c-bb52-44d66e2b4d4a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create structures\n",
+    "str_sub = td.Structure(geometry=geom_sub, medium=med_lossy_sub)\n",
+    "str_gnd = td.Structure(geometry=geom_gnd, medium=med_metal)\n",
+    "str_feed = td.Structure(geometry=geom_feed, medium=med_metal)\n",
+    "str_ant = td.Structure(geometry=geom_ant, medium=med_metal)\n",
+    "\n",
+    "structure_list = [str_sub, str_gnd, str_feed, str_ant]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6fbd0a93-e0db-4698-b701-a1528c8f6768",
+   "metadata": {},
+   "source": [
+    "### Grid and Boundaries"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4ef06359-40db-4fb9-994c-ccb70322d8e2",
+   "metadata": {},
+   "source": [
+    "As is standard for antenna simulations, we introduce a wavelength/2 padding on all sides to the simulation boundary. The boundaries are automatically terminated with Perfectly Matched Layers (PMLs) by default. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "35ec9f80-2089-43e5-9d8f-ae76676925df",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Define simulation size and center\n",
+    "padding = td.C_0 / f_min / 2\n",
+    "sim_LX = Lsub + 2 * padding\n",
+    "sim_LY = Wsub + 2 * padding\n",
+    "sim_LZ = H + 2 * padding\n",
+    "sim_center = geom_sub.center"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "02add7c7-dfb3-48dc-94d3-491ce685eb42",
+   "metadata": {},
+   "source": [
+    "We define `LayerRefinementSpec` instances to automatically refine the mesh along each metal plane."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "4ed9b6c1-b953-4af5-8bcb-db834672a921",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Define layer refinement\n",
+    "lr_options = {\n",
+    "    \"corner_refinement\": td.GridRefinement(dl=0.5 * mm, num_cells=2),\n",
+    "    \"min_steps_along_axis\": 1,\n",
+    "    \"axis\": 2,\n",
+    "}\n",
+    "lr1 = td.LayerRefinementSpec(\n",
+    "    center=(0, 0, T / 2),\n",
+    "    size=(td.inf, td.inf, T),\n",
+    "    min_steps_along_axis=1,\n",
+    "    axis=2,\n",
+    "    corner_finder=None,\n",
+    ")\n",
+    "lr2 = td.LayerRefinementSpec(\n",
+    "    center=(0, 0, -H - T / 2),\n",
+    "    size=(td.inf, td.inf, T),\n",
+    "    min_steps_along_axis=1,\n",
+    "    axis=2,\n",
+    "    corner_finder=None,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cd6d4991-05ee-44b6-8db0-d06f20aa4b58",
+   "metadata": {},
+   "source": [
+    "The overall grid specification is defined below. The maximum grid size is set based on the user-specified number of steps per minimum wavelength. The previously defined `rbox_list_ant` is also included so that the vertical vias have adequate resolution to ensure electrical connectivity."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "7a3f5f79-1f0d-4f76-9bd5-ad8cc7b646a5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Define overall grid specification\n",
+    "grid_spec = td.GridSpec.auto(\n",
+    "    wavelength=td.C_0 / f_max,\n",
+    "    min_steps_per_wvl=12,\n",
+    "    layer_refinement_specs=[lr1, lr2],\n",
+    "    override_structures=rbox_list_ant,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8171fce4-e997-4d61-baf5-67382a6a48d2",
+   "metadata": {},
+   "source": [
+    "### Monitors"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fb10c2f2-e1d3-4ec8-b051-f475a51e8902",
+   "metadata": {},
+   "source": [
+    "We define a field monitor for near-field visualization."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "276b2679-9145-423f-87a1-e85aecccde75",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Field Monitor\n",
+    "mon_1 = td.FieldMonitor(\n",
+    "    center=(0, 0, -H / 2),\n",
+    "    size=(td.inf, td.inf, 0),\n",
+    "    freqs=[f_min, f_target, f_max],\n",
+    "    name=\"field in-plane\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "df87ded7-5741-41e3-b636-edfff9ea9ded",
+   "metadata": {},
+   "source": [
+    "To calculate the far-field radiation pattern, we define a `DirectivityMonitor` below. Note that the azimuthal angle `phi` should range between $0$ and $2\\pi$ (as opposed to $-\\pi$ to $\\pi$) for the phased array calculations later. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "3347bc98-c8cc-4311-bda4-93868b1d6711",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Directivity Monitor\n",
+    "theta = np.linspace(0, np.pi, 91)\n",
+    "phi = np.linspace(0, 2 * np.pi, 181)\n",
+    "mon_radiation = td.DirectivityMonitor(\n",
+    "    center=sim_center,\n",
+    "    size=(0.9 * sim_LX, 0.9 * sim_LY, 0.9 * sim_LZ),\n",
+    "    freqs=[f_target],\n",
+    "    name=\"radiation\",\n",
+    "    phi=phi,\n",
+    "    theta=theta,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1ec1d73c-eb91-4d92-a380-414752a02aee",
+   "metadata": {},
+   "source": [
+    "### Ports"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7a79ef8e-bb67-48ff-ac68-c2c4ae5ac15d",
+   "metadata": {},
+   "source": [
+    "The antenna array is excited by an array of lumped ports located at the end of each feed line. The ports are numbered 1-8 from left to right. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "074cb3dd-d91d-4197-8461-8a60abdd865d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create lumped ports\n",
+    "Zref = 100\n",
+    "port_list = []\n",
+    "for ii in range(N_ant):\n",
+    "    xpos = xstart + ii * spacing\n",
+    "    port_list += [\n",
+    "        sm.LumpedPort(\n",
+    "            center=(xpos, -feed_offset, -H / 2),\n",
+    "            size=(WF, 0, H),\n",
+    "            voltage_axis=2,\n",
+    "            name=f\"LP{ii + 1}\",\n",
+    "            impedance=Zref,\n",
+    "        )\n",
+    "    ]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9fd02c84-8209-49a9-8937-2b5fa7ff3078",
+   "metadata": {},
+   "source": [
+    "### Defining Simulation and `TerminalComponentModeler`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1ffe03aa-1c8d-4854-935a-fe712ef6923f",
+   "metadata": {},
+   "source": [
+    "The overall simulation and `TerminalComponentModeler` instances are defined below. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "70ee0682-73e2-4fcd-9dc6-937bd71a81c9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sim = td.Simulation(\n",
+    "    size=(sim_LX, sim_LY, sim_LZ),\n",
+    "    center=sim_center,\n",
+    "    grid_spec=grid_spec,\n",
+    "    structures=structure_list,\n",
+    "    monitors=[mon_1],\n",
+    "    run_time=3e-9,\n",
+    "    plot_length_units=\"mm\",\n",
+    ")\n",
+    "\n",
+    "tcm = sm.TerminalComponentModeler(\n",
+    "    simulation=sim,\n",
+    "    ports=port_list,\n",
+    "    freqs=freqs,\n",
+    "    radiation_monitors=[mon_radiation],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "336db26a-5992-4540-ba50-0a21dd612513",
+   "metadata": {},
+   "source": [
+    "### Visualization"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "77cd9b51-a31b-424e-b4c2-42d77fe4ae79",
+   "metadata": {},
+   "source": [
+    "Before running the simulation, we visualize the setup and grid below. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "19f44e16-2357-443f-b55a-17999b28abb6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot structures and grid on each layer (or interface between two layers)\n", + "fig, ax = plt.subplots(3, 1, figsize=(10, 10), tight_layout=True)\n", + "tcm.plot_sim(z=0, ax=ax[0])\n", + "tcm.simulation.plot_grid(z=0, ax=ax[0])\n", + "tcm.plot_sim(z=-H / 2, ax=ax[1], monitor_alpha=0)\n", + "tcm.simulation.plot_grid(z=-H / 2, ax=ax[1])\n", + "tcm.plot_sim(z=-H, ax=ax[2])\n", + "tcm.simulation.plot_grid(z=-H, ax=ax[2])\n", + "for axis in ax:\n", + " axis.set_xlim(-N_ant / 2 * spacing, N_ant / 2 * spacing)\n", + " axis.set_ylim(-1 * mm, 11 * mm)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "dbee8120-e425-40bb-8eec-216c5b3b994f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Show lumped ports\n", + "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n", + "tcm.plot_sim(y=-feed_offset, ax=ax)\n", + "ax.set_xlim(-20 * mm, 20 * mm)\n", + "ax.set_ylim(-2 * mm, 1 * mm)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "48021f3d-a2b5-474e-8562-c778b2fa00da", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Show set up in 3D viewer\n", + "sim.plot_3d()" + ] + }, + { + "cell_type": "markdown", + "id": "48d2ed75-27b4-4837-a34d-57ce95009ad6", + "metadata": {}, + "source": [ + "## Running the Simulation" + ] + }, + { + "cell_type": "markdown", + "id": "deed9296-6e57-4a9e-8d0a-4f95e9257ccb", + "metadata": {}, + "source": [ + "The simulation is executed below. " + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "2578bdb5-0c5c-4c8c-850b-6d350ad22cb5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
14:46:07 EDT Created task 'planar_helical_antenna_array' with resource_id       \n",
+       "             'sid-bf6710b6-ef18-47c0-bed5-61227995c03d' and task_type 'RF'.     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:46:07 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'planar_helical_antenna_array'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'sid-bf6710b6-ef18-47c0-bed5-61227995c03d'\u001b[0m and task_type \u001b[32m'RF'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/rf?taskId=pa-4a101caa-d780-4d02-8c\n",
+       "             f4-1f287ea6a877'.                                                  \n",
+       "
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             Task folder: 'default'.                                            \n",
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14:46:32 EDT Child simulation subtasks are being uploaded to                    \n",
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14:46:39 EDT Validating component modeler and subtask simulations...            \n",
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14:46:40 EDT Maximum FlexCredit cost: 4.100. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
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             Component modeler batch validation has been successful.            \n",
+       "
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14:46:41 EDT Subtasks status - planar_helical_antenna_array                     \n",
+       "             Group ID: 'pa-4a101caa-d780-4d02-8cf4-1f287ea6a877'                \n",
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14:48:41 EDT Modeler has finished running successfully.                         \n",
+       "
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14:48:42 EDT Billed FlexCredit cost: 2.636. Minimum cost depends on task        \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
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+      ],
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+    },
+    {
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+      },
+      "text/plain": [
+       "Output()"
+      ]
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+       "
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+      ],
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+       "
14:49:12 EDT loading component modeler data from                                \n",
+       "             data/planar_helical_ant_array.hdf5                                 \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:49:12 EDT\u001b[0m\u001b[2;36m \u001b[0mloading component modeler data from \n", + "\u001b[2;36m \u001b[0mdata/planar_helical_ant_array.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tcm_data = web.run(\n", + " tcm, task_name=\"planar_helical_antenna_array\", path=\"data/planar_helical_ant_array.hdf5\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "bfb6a752-2b6c-4492-ad32-cc08f6257c64", + "metadata": {}, + "source": [ + "## Results" + ] + }, + { + "cell_type": "markdown", + "id": "8662c649-1947-4f09-b662-f38822d2cb9e", + "metadata": {}, + "source": [ + "### Near-field Profile" + ] + }, + { + "cell_type": "markdown", + "id": "b134eb5a-fbc3-4782-bcd1-e8a69ad9a78f", + "metadata": {}, + "source": [ + "The field monitor data corresponding to lumped port 4 is loaded below. " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "a66c6566-8a7f-47b1-b02d-3f4daa1146f8", + "metadata": {}, + "outputs": [], + "source": [ + "sim_data = tcm_data.data[\"LP4\"]" + ] + }, + { + "cell_type": "markdown", + "id": "436997fb-0d09-49c0-a82b-8374f7179a88", + "metadata": {}, + "source": [ + "The field magnitude data at the operating frequency is plotted below. " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "981567eb-5271-4c31-aa6f-b25a64895847", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 10), tight_layout=True)\n", + "sim_data.plot_field(\n", + " \"field in-plane\",\n", + " field_name=\"E\",\n", + " val=\"abs\",\n", + " scale=\"lin\",\n", + " f=f_target,\n", + " ax=ax,\n", + ")\n", + "ax.set_xlim(-40 * mm, 40 * mm)\n", + "ax.set_ylim(-140 * mm, 15 * mm)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c776e503-518a-4404-8853-41c058ba6c30", + "metadata": {}, + "source": [ + "### S-parameters" + ] + }, + { + "cell_type": "markdown", + "id": "595eced1-8f2e-480f-a997-8565d40fc322", + "metadata": {}, + "source": [ + "We define some convenience functions to extract the individual S-parameters from the simulation data. " + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "be43a181-162f-4e3c-8b73-6c071c373f03", + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate full S-matrix\n", + "smat = tcm_data.smatrix()\n", + "\n", + "\n", + "# Convenience functions to get S_ij\n", + "# Note that port_in and port_out are zero-indexed (first port is number zero)\n", + "def sparam(i, j):\n", + " return np.conjugate(smat.data.isel(port_in=j - 1, port_out=i - 1))\n", + "\n", + "\n", + "def sparam_abs(i, j):\n", + " return np.abs(sparam(i, j))\n", + "\n", + "\n", + "def sparam_dB(i, j):\n", + " return 20 * np.log10(sparam_abs(i, j))" + ] + }, + { + "cell_type": "markdown", + "id": "90d30071-3135-4b02-87fa-0ef393ccc0f4", + "metadata": {}, + "source": [ + "The diagonal S-parameters are plotted below. The target operating frequency is indicated with the black dashed line. All 8 antennas resonate reasonably well at the operating frequency. " + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "1f08821f-ea93-4192-b57e-16c87eb7c6f5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot diagonal S-parameters\n", + "fig, ax = plt.subplots(figsize=(10, 5))\n", + "for ii in range(N_ant):\n", + " ax.plot(freqs / 1e9, sparam_dB(ii + 1, ii + 1), label=f\"S{ii + 1}{ii + 1}\")\n", + "ax.axline(\n", + " (f_target / 1e9, 0), (f_target / 1e9, -30), ls=\"--\", color=\"black\", label=\"Target frequency\"\n", + ")\n", + "ax.grid()\n", + "ax.legend()\n", + "ax.set_xlabel(\"f (GHz)\")\n", + "ax.set_ylabel(\"dB\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "e210669d-6dde-4986-be50-022f1a4bdffe", + "metadata": {}, + "source": [ + "Below, we visualize the S-matrix (dB) at the target frequency. Good isolation is observed between adjacent elements (off-diagonal matrix values)." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "1b2a49c0-76be-4c22-920b-10184c529c70", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "SdB_f_target = 20 * np.log10(np.abs(smat.data.sel(f=f_target, method=\"nearest\")))\n", + "\n", + "# 2D plot S-matrix (dB)\n", + "qq, pp = np.meshgrid(np.arange(1, 9), np.arange(1, 9))\n", + "fig, ax = plt.subplots(figsize=(8, 6), tight_layout=True)\n", + "pcm = ax.pcolormesh(qq, pp, SdB_f_target, shading=\"nearest\", cmap=\"viridis_r\")\n", + "cbar = fig.colorbar(pcm)\n", + "ax.set_xlabel(\"Element number\")\n", + "ax.set_ylabel(\"Element number\")\n", + "ax.set_title(\"S-matrix (dB) at 29.5 GHz\")\n", + "ax.set_aspect(1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2c82fcf2-ae6d-49fe-9c8c-7a3bc32f1ec8", + "metadata": {}, + "source": [ + "### Generating Different Feed Patterns" + ] + }, + { + "cell_type": "markdown", + "id": "dde6f10f-2f7e-4185-b8bf-cb534e9d7334", + "metadata": {}, + "source": [ + "We can specify arbitrary combinations of port feed patterns using the `port_amplitudes` parameter of `get_antenna_metrics_data()`. This allows us to visualize the radiation pattern for different scan angles, as well as generate the total scan pattern. \n", + "\n", + "The `port_amplitudes` parameter accepts a dictionary where each key corresponds to the port name, e.g. `LP1`, and the value is a complex number representing the port phase and amplitude. Below, we use a `for` loop to generate a list of feed patterns corresponding to different phase shifts between each antenna element (same amplitude). " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "4d27f30c-f8eb-46e5-ae70-57d46d9592c5", + "metadata": {}, + "outputs": [], + "source": [ + "# List of fractional phase shifts\n", + "target_frac = np.linspace(-1, 1, 33)\n", + "\n", + "# Generate list of feed patterns\n", + "feed_patterns = []\n", + "for frac in target_frac:\n", + " phase_shift = np.pi * frac\n", + " feed_dict = {}\n", + " for ii in range(N_ant):\n", + " port_name = f\"LP{ii + 1}\"\n", + " feed_phase = np.exp(1j * phase_shift * ii)\n", + " feed_dict[port_name] = feed_phase\n", + " feed_patterns += [feed_dict]" + ] + }, + { + "cell_type": "markdown", + "id": "b81a4af9-41a6-49c0-8952-2bf7cecc7f75", + "metadata": {}, + "source": [ + "Using the list of different feed patterns, we can then calculate a list of `AntennaMetricsData` data corresponding to each feed pattern. Note that the calculation can take some time for large datasets. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "eb7826bb-56b7-4573-b5ff-004fb232377a", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# Generate a list of antenna metrics corresponding to each feed pattern\n", + "AM_list = [tcm_data.get_antenna_metrics_data(port_amplitudes=feed) for feed in feed_patterns]" + ] + }, + { + "cell_type": "markdown", + "id": "7afaa14b-319e-494e-ab14-3e4347d70b42", + "metadata": {}, + "source": [ + "### Gain and Total Scan Pattern" + ] + }, + { + "cell_type": "markdown", + "id": "fd35c7de-6010-45db-adf2-99f723404304", + "metadata": {}, + "source": [ + "We visualize the azimuthal gain pattern in the x-y plane below. The main lobe of the array can be clearly observed to sweep from 45 degrees to 135 degrees as the phase difference between each element is changed. (For legibility reasons, only a subset of the scan patterns are shown and the plotting minimum range is set to -10 dB.)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "2f12247c-37d4-4ee0-9834-624bc8d9a9ca", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Extract gain from antenna metrics\n", + "gain_list = [am.gain for am in AM_list]\n", + "\n", + "# Gain comparison plot\n", + "fig, ax = plt.subplots(figsize=(8, 8), tight_layout=True, subplot_kw={\"projection\": \"polar\"})\n", + "\n", + "for ii, gain in enumerate(gain_list[::4]):\n", + " gplot = gain.sel(theta=np.pi / 2, method=\"nearest\").squeeze()\n", + " ax.plot(phi, 10 * np.log10(gplot), label=f\"Phase shift={target_frac[4 * ii] * 180:.0f} deg\")\n", + "\n", + "ax.set_title(\"Gain (dB) in azimuthal plane ($\\\\theta=90$ deg)\", pad=30)\n", + "ax.set_rmin(-10)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b3d49e5c-1606-4aa5-ac42-426b5c8751ff", + "metadata": {}, + "source": [ + "Using the `LobeMeasurer` utility, we can obtain metrics for the main and side lobes, such as direction, magnitude, and -3 dB beamwidth. Below, we measure the main lobe and the two adjacent side lobes for each feed pattern and record their properties in a `pandas.DataFrame` table. " + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c0e52875-b620-4b9d-a70b-0fb2b82d9e46", + "metadata": {}, + "outputs": [], + "source": [ + "# Get main and side lobe characteristics for each feed pattern\n", + "df_list = []\n", + "label_list = []\n", + "for ii, gain in enumerate(gain_list):\n", + " # Define string label for each feed pattern\n", + " label_list += [f\"{target_frac[ii] * 180:.0f}\"]\n", + " # Use LobeMeasurer to get lobe metrics\n", + " data = gain.sel(theta=np.pi / 2, method=\"nearest\").squeeze()\n", + " lm = mw.LobeMeasurer(angle=phi, radiation_pattern=data)\n", + " # Pick out main lobe and two adjacent side lobes\n", + " max_index = lm.lobe_measures[\"magnitude\"].idxmax()\n", + " lobe_data = lm.lobe_measures.iloc[max_index - 1 : max_index + 2].reset_index()[\n", + " [\"direction\", \"magnitude\", \"beamwidth\"]\n", + " ]\n", + " # Append to lobe metrics to list\n", + " df_list += [lobe_data]" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "f72b1ea8-cbf1-46d9-8bb2-03619afcd1c5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Side Lobe 1Main LobeSide Lobe 2
Direction (deg)Mag.-3dB Beamwidth (deg)Direction (deg)Mag.-3dB Beamwidth (deg)Direction (deg)Mag.-3dB Beamwidth (deg)
Phase shift (deg)
-180134.00.62849618.520775188.08.23283128.297570212.03.18133254.153960
-169328.02.83898463.144061352.09.19661039.183191NaNNaNNaN
-158308.00.225560110.681517358.08.97115235.143926NaNNaNNaN
-135110.01.4677267.760710128.04.82997427.599764216.00.71605840.467895
-124108.01.3402508.025225128.07.58780319.241503174.00.141902102.693670
-112104.01.2196747.229048124.09.39882217.373481184.00.09624528.017638
-101100.01.0541237.355354120.010.52241115.791892168.00.04810917.062747
-9098.01.0155797.046311118.011.59069214.666995158.00.10100023.510818
-7994.00.9541326.962279114.012.38888113.616859148.00.19435319.564095
-6892.00.8445527.444619110.012.81327713.108380144.00.35480417.739284
-5688.00.8451937.271520108.012.65574812.974056138.00.36121918.473268
-4584.00.8779677.100955104.012.94783312.374104128.00.26488617.549386
-3480.00.8341557.770914100.012.73029212.232945122.00.28984910.447453
-2278.00.8200307.91820896.012.23637112.488448118.00.3556928.626209
-1174.00.8427337.59379794.012.42786612.159057114.00.4206717.895585
070.00.7627318.00843590.013.00468411.801491110.00.4944027.421563
1166.00.7077647.97172986.012.98955612.211974106.00.5871857.507615
2262.00.6560168.28033482.012.96477612.730292102.00.6867057.232353
3458.00.6031438.21694780.013.61957012.73610498.00.6858707.343929
4554.00.5062968.48574876.014.31954012.83161596.00.7324947.116637
5650.00.3963538.71685072.014.42586913.23742092.00.8229886.993122
6846.00.2723229.21642568.014.17525713.54300388.00.8497737.275805
7942.00.18900610.59535666.013.72771713.79762586.00.8701237.107048
9036.00.17955312.69951562.012.96675914.07335082.00.8220327.589776
10132.00.24366249.38757958.011.93183414.29955780.00.8031507.732153
11228.00.25820953.15199954.010.85992114.27139676.00.7555067.945689
12412.00.21936180.68530950.09.57631214.41189472.00.6668669.066530
13518.00.112350107.20355646.08.19094814.70154466.00.8566128.148382
158150.01.04206470.187270184.07.95323428.072760210.01.33117568.446834
169148.00.48816991.234529186.09.10631828.346297210.02.28602855.007744
180134.00.62849618.520775188.08.23283128.297570212.03.18133254.153960
\n", + "
" + ], + "text/plain": [ + " Side Lobe 1 \\\n", + " Direction (deg) Mag. -3dB Beamwidth (deg) \n", + "Phase shift (deg) \n", + "-180 134.0 0.628496 18.520775 \n", + "-169 328.0 2.838984 63.144061 \n", + "-158 308.0 0.225560 110.681517 \n", + "-135 110.0 1.467726 7.760710 \n", + "-124 108.0 1.340250 8.025225 \n", + "-112 104.0 1.219674 7.229048 \n", + "-101 100.0 1.054123 7.355354 \n", + "-90 98.0 1.015579 7.046311 \n", + "-79 94.0 0.954132 6.962279 \n", + "-68 92.0 0.844552 7.444619 \n", + "-56 88.0 0.845193 7.271520 \n", + "-45 84.0 0.877967 7.100955 \n", + "-34 80.0 0.834155 7.770914 \n", + "-22 78.0 0.820030 7.918208 \n", + "-11 74.0 0.842733 7.593797 \n", + "0 70.0 0.762731 8.008435 \n", + "11 66.0 0.707764 7.971729 \n", + "22 62.0 0.656016 8.280334 \n", + "34 58.0 0.603143 8.216947 \n", + "45 54.0 0.506296 8.485748 \n", + "56 50.0 0.396353 8.716850 \n", + "68 46.0 0.272322 9.216425 \n", + "79 42.0 0.189006 10.595356 \n", + "90 36.0 0.179553 12.699515 \n", + "101 32.0 0.243662 49.387579 \n", + "112 28.0 0.258209 53.151999 \n", + "124 12.0 0.219361 80.685309 \n", + "135 18.0 0.112350 107.203556 \n", + "158 150.0 1.042064 70.187270 \n", + "169 148.0 0.488169 91.234529 \n", + "180 134.0 0.628496 18.520775 \n", + "\n", + " Main Lobe \\\n", + " Direction (deg) Mag. -3dB Beamwidth (deg) \n", + "Phase shift (deg) \n", + "-180 188.0 8.232831 28.297570 \n", + "-169 352.0 9.196610 39.183191 \n", + "-158 358.0 8.971152 35.143926 \n", + "-135 128.0 4.829974 27.599764 \n", + "-124 128.0 7.587803 19.241503 \n", + "-112 124.0 9.398822 17.373481 \n", + "-101 120.0 10.522411 15.791892 \n", + "-90 118.0 11.590692 14.666995 \n", + "-79 114.0 12.388881 13.616859 \n", + "-68 110.0 12.813277 13.108380 \n", + "-56 108.0 12.655748 12.974056 \n", + "-45 104.0 12.947833 12.374104 \n", + "-34 100.0 12.730292 12.232945 \n", + "-22 96.0 12.236371 12.488448 \n", + "-11 94.0 12.427866 12.159057 \n", + "0 90.0 13.004684 11.801491 \n", + "11 86.0 12.989556 12.211974 \n", + "22 82.0 12.964776 12.730292 \n", + "34 80.0 13.619570 12.736104 \n", + "45 76.0 14.319540 12.831615 \n", + "56 72.0 14.425869 13.237420 \n", + "68 68.0 14.175257 13.543003 \n", + "79 66.0 13.727717 13.797625 \n", + "90 62.0 12.966759 14.073350 \n", + "101 58.0 11.931834 14.299557 \n", + "112 54.0 10.859921 14.271396 \n", + "124 50.0 9.576312 14.411894 \n", + "135 46.0 8.190948 14.701544 \n", + "158 184.0 7.953234 28.072760 \n", + "169 186.0 9.106318 28.346297 \n", + "180 188.0 8.232831 28.297570 \n", + "\n", + " Side Lobe 2 \n", + " Direction (deg) Mag. -3dB Beamwidth (deg) \n", + "Phase shift (deg) \n", + "-180 212.0 3.181332 54.153960 \n", + "-169 NaN NaN NaN \n", + "-158 NaN NaN NaN \n", + "-135 216.0 0.716058 40.467895 \n", + "-124 174.0 0.141902 102.693670 \n", + "-112 184.0 0.096245 28.017638 \n", + "-101 168.0 0.048109 17.062747 \n", + "-90 158.0 0.101000 23.510818 \n", + "-79 148.0 0.194353 19.564095 \n", + "-68 144.0 0.354804 17.739284 \n", + "-56 138.0 0.361219 18.473268 \n", + "-45 128.0 0.264886 17.549386 \n", + "-34 122.0 0.289849 10.447453 \n", + "-22 118.0 0.355692 8.626209 \n", + "-11 114.0 0.420671 7.895585 \n", + "0 110.0 0.494402 7.421563 \n", + "11 106.0 0.587185 7.507615 \n", + "22 102.0 0.686705 7.232353 \n", + "34 98.0 0.685870 7.343929 \n", + "45 96.0 0.732494 7.116637 \n", + "56 92.0 0.822988 6.993122 \n", + "68 88.0 0.849773 7.275805 \n", + "79 86.0 0.870123 7.107048 \n", + "90 82.0 0.822032 7.589776 \n", + "101 80.0 0.803150 7.732153 \n", + "112 76.0 0.755506 7.945689 \n", + "124 72.0 0.666866 9.066530 \n", + "135 66.0 0.856612 8.148382 \n", + "158 210.0 1.331175 68.446834 \n", + "169 210.0 2.286028 55.007744 \n", + "180 212.0 3.181332 54.153960 " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Concatenate individual tables into one big table\n", + "lobe_data_table = pd.concat(df_list, keys=label_list)\n", + "\n", + "# Re-arrange columns and convert units\n", + "lobe_data_table = lobe_data_table.unstack()\n", + "lobe_data_table.index.name = \"Phase shift (deg)\"\n", + "lobe_data_table[\"direction\"] = lobe_data_table[\"direction\"] / np.pi * 180\n", + "lobe_data_table[\"beamwidth\"] = lobe_data_table[\"beamwidth\"] / np.pi * 180\n", + "lobe_data_table = lobe_data_table.rename(\n", + " columns={\n", + " \"direction\": \"Direction (deg)\",\n", + " \"magnitude\": \"Mag.\",\n", + " \"beamwidth\": \"-3dB Beamwidth (deg)\",\n", + " },\n", + " level=0,\n", + ")\n", + "\n", + "# Regroup columns by main/side lobes\n", + "lobe_data_table = lobe_data_table.sort_index(axis=1, level=1, sort_remaining=False).reorder_levels(\n", + " [1, 0], axis=1\n", + ")\n", + "# Relabel columns\n", + "lobe_data_table = lobe_data_table.rename(\n", + " columns={0: \"Side Lobe 1\", 1: \"Main Lobe\", 2: \"Side Lobe 2\"}, level=0\n", + ")\n", + "\n", + "# Display table\n", + "lobe_data_table" + ] + }, + { + "cell_type": "markdown", + "id": "481b3859-72b3-4400-aed2-54a19a5e91a0", + "metadata": {}, + "source": [ + "We can also combine all the gain patterns using `np.max()` to generate the total scan pattern. The total scan pattern shows the maximum achievable gain for the whole array at a given angle coordinate. " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "dc6bfe20-cb25-4eee-915c-f30f42686f78", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Calculate total scan pattern\n", + "full_gain_list = 10 * np.log10(np.abs(np.array(gain_list))).squeeze()\n", + "scan_max = np.max(full_gain_list, axis=0) # max gain at given angle\n", + "\n", + "# 2D plot of total scan pattern\n", + "qq, pp = np.meshgrid(phi / np.pi * 180, theta / np.pi * 180)\n", + "fig, ax = plt.subplots(figsize=(10, 6), tight_layout=True)\n", + "pcm = ax.pcolormesh(qq, pp, scan_max, shading=\"nearest\", cmap=\"rainbow\")\n", + "cbat = fig.colorbar(pcm)\n", + "ax.set_xlabel(\"Azimuthal angle (deg)\")\n", + "ax.set_ylabel(\"Elevation angle (deg)\")\n", + "ax.set_title(\"Total scan pattern (dBi)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "ab441fea-9831-4356-8eab-22d703dac53c", + "metadata": {}, + "source": [ + "### Axial Ratio" + ] + }, + { + "cell_type": "markdown", + "id": "3b754b03-fe33-442e-b1c0-5cd7e09e533f", + "metadata": {}, + "source": [ + "We calculate the axial ratio (AR) of the main lobe in the azimuthal (x-y) plane for each scan angle. We will use a subset of the scan pattern that covers the 45 to 135 degree arc. First, we locate the main lobe angle. " + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "8656e747-4f07-4bb1-b500-e6f22bd2ba3d", + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate main lobe azimuthal angle for each scan pattern\n", + "main_lobe_angles = []\n", + "for gain in gain_list[5:29]:\n", + " lobe_angle = phi[np.argmax(gain.sel(theta=np.pi / 2, method=\"nearest\").squeeze().data)]\n", + " main_lobe_angles += [lobe_angle]\n", + "main_lobe_angles = np.array(main_lobe_angles)" + ] + }, + { + "cell_type": "markdown", + "id": "f1873f17-e403-4864-aafe-80aabb09c169", + "metadata": {}, + "source": [ + "Then, we extract the axial ratio at each scan angle." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "0390d132-494f-4b9c-94f1-781395d9c7bf", + "metadata": {}, + "outputs": [], + "source": [ + "# Extract AR for phi = main lobe angle, theta = 90 degrees\n", + "AR_list = [\n", + " am.axial_ratio.sel(theta=np.pi / 2, phi=main_lobe_angles[ii], method=\"nearest\").squeeze()\n", + " for ii, am in enumerate(AM_list[5:29])\n", + "]" + ] + }, + { + "cell_type": "markdown", + "id": "271adea6-ff22-4d80-8755-aa508a0bfe5f", + "metadata": {}, + "source": [ + "The AR is plotted against the scan angle below." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "77f37ab3-d0bb-4b94-8df6-3cc8ee5a3a0a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot AR vs main lobe angle\n", + "fig, ax = plt.subplots(figsize=(10, 5))\n", + "ax.plot(main_lobe_angles / np.pi * 180, AR_list)\n", + "ax.grid()\n", + "ax.set_title(\"Axial ratio vs azimuthal scan angle\")\n", + "ax.set_xlabel(\"Main lobe angle (degrees)\")\n", + "ax.set_ylabel(\"Axial ratio\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "09bfda0d-00c4-4903-a247-ddb95ee17ea1", + "metadata": {}, + "source": [ + "## Reference" + ] + }, + { + "cell_type": "markdown", + "id": "8af7789f-71b4-4cc2-8c91-6a0b1e077b0c", + "metadata": {}, + "source": [ + "[1] Syrytsin, Igor, Shuai Zhang, and Gert Fr. \"Circularly polarized planar helix phased antenna array for 5G mobile terminals.\" In 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA), pp. 1105-1108. IEEE, 2017." + ] + } + ], + "metadata": { + "applications": [ + "Microwave and RF devices" + ], + "description": "This notebook demonstrates how to simulate an antenna array of planar helical design.", + "feature_image": "./img/planar_helical_antenna_array_render.png", + "features": [ + "Lumped port", + "Smatrix plugin" + ], + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "5G, mobile terminal, helical antenna, phased array, lumped port, gain, scan pattern, axial ratio", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.2" + }, + "title": "Planar helical antenna array" + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/case_studies/microwave.rst b/docs/case_studies/microwave.rst index 1a36f640..17b38197 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zlRkc`WMi zg7hOdW@07Blm8$E3-w$P!bRwTOwz<~_`Rp~u^}SaIR_rPI#&mY7ag_$N#|}*sbTiR zp61Z>*E}?w?~qt9Y&nZw;6o)9Z{(9#O@xZcT3X2WTZFH4Iy2PgOA3!(BiaWw)SbyO zZYRj+;|Si4GZCzxFQP1uU6?3(a*+I_jMaaIdo1vz)Gd3*&NauMbNjD7TNiT#-VfAl z@EFXeiTVY2wy#ONHvjqNyCD2KBya}LCC=4`kl%{xi)lZFLYu!g4L5-B&F<=7e#)AVzbMd}O08PbngM+U<7;rS1{YsYVs*V)gNrq|_zERf-IO)BSc8i-xL9+~ zSFmBtms*hoSTFtqIJ#Aa8yv`Rg#y=q2q1_EXyTmOHoDYyX#CqFj+$dg`M85I0Jh&7K~om@H4ji=|uH{crS z&sHDAeQ_S_)YQFcRaKN{?kv}gSKEe BDck@6 literal 0 HcmV?d00001 From 0ddf76e3ccd9986b6154f18f28822f250fd091a9 Mon Sep 17 00:00:00 2001 From: FilipeFcp Date: Tue, 30 Sep 2025 12:12:20 -0300 Subject: [PATCH 04/17] uploading CPO heat example (#378) uploading CPO heat example --- CPOHeat.ipynb | 1190 ++++++++++++++++++++++++++++++++++++++++ docs/features/heat.rst | 1 + img/CPO.png | Bin 0 -> 36945 bytes img/CPO2.png | Bin 0 -> 40883 bytes 4 files changed, 1191 insertions(+) create mode 100644 CPOHeat.ipynb create mode 100644 img/CPO.png create mode 100644 img/CPO2.png diff --git a/CPOHeat.ipynb b/CPOHeat.ipynb new file mode 100644 index 00000000..da4d442e --- /dev/null +++ b/CPOHeat.ipynb @@ -0,0 +1,1190 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Steady-state and transient thermal analysis for co-packaged optics\n", + "\n", + "\"ME\"\n", + "\n", + "The demand for ever higher input/output (I/O) bandwidths has driven the development of co-packaged optics (CPO), where optical components are integrated alongside the application-specific integrated circuit (ASIC). This approach enables higher transmission rates and lower energy consumption, helping to circumvent the packaging bottlenecks that limit next-generation communication devices.\n", + "\n", + "A natural evolution is to bring the optics directly onto the silicon interposer, reducing the electrical distance between transmitter/receiver and ASIC. This tighter integration is particularly relevant for datacenters, high-performance computing (HPC) clusters, and AI systems, where switch bandwidth and energy efficiency are critical.\n", + "\n", + "At the same time, chip power continues to rise, requiring increasingly complex cooling solutions. Thermal management becomes a central challenge, since temperature variations directly impact the performance of microring modulators and filters used in dense wavelength-division multiplexing (DWDM) links.\n", + "\n", + "In this notebook, we illustrate how to set up a simplified 3D thermal simulation of a microring integrated on a silicon interposer, inspired by the paper of `Benjamin G. Lee, Nikola Nedovic, Thomas H. Greer, and C. Thomas Gray, \"Beyond CPO: A Motivation and Approach for Bringing Optics Onto the Silicon Interposer\", Journal of Lightwave Technology 41(4), 1152–1165 (2023).` [DOI: https://doi.org/10.1109/JLT.2022.3219379](https://doi.org/10.1109/JLT.2022.3219379).\n", + "\n", + "The key steps are:\n", + "\n", + "1) Define the material stack — silicon interposer, buried oxide, photonic layer, BEOL glass, copper heat spreader, and heaters.\n", + "\n", + "2) Assign thermal properties — capacity, conductivity, and density for each material.\n", + "\n", + "3) Set up boundary conditions — insulating boundaries, with thermal impedance applied at the top of the heat spreader.\n", + "\n", + "4) Apply power perturbations — ASIC load steps and local heater power steps.\n", + "\n", + "5) Run transient simulations — compute the time-dependent temperature distribution across the device.\n", + "\n", + "6) Analyze results — observe the thermal response of the microring, neighbor coupling, and evaluate stabilization requirements for control loops." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tidy3d as td\n", + "import tidy3d.web as web\n", + "\n", + "# Suppress warnings due to structure reaching boundaries, which can be disregarded for Heat simulations\n", + "td.config.logging_level = \"ERROR\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulation Setup\n", + "\n", + "First we will define an auxiliary function to easily stack the different parts of the geometry." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def stack_box(\n", + " structure_1,\n", + " structure_2,\n", + " plane=\"x\",\n", + " horizontal=\"right\",\n", + " vertical=\"top\",\n", + " gap_h=0,\n", + " gap_v=0,\n", + " new_name=None,\n", + "):\n", + " \"\"\"\n", + " Aligns and stacks *structure_2* relative to *structure_1* in a given plane\n", + " with configurable horizontal and vertical positioning.\n", + "\n", + " Parameters\n", + " ----------\n", + " structure_1 : tidy3d.Structure\n", + " Tidy3D structure used as the base.\n", + " structure_2 : tidy3d.Structure\n", + " Tidy3D structure to be translated and stacked relative to *structure_1*.\n", + " plane : str, optional\n", + " Plane of alignment ('x', 'y', or 'z'). Default is 'x'.\n", + " horizontal : str, optional\n", + " Horizontal alignment relative to *structure_1* ('left', 'right', 'center').\n", + " Default is 'right'.\n", + " vertical : str, optional\n", + " Vertical alignment relative to *structure_1* ('top', 'bottom', 'center').\n", + " Default is 'top'.\n", + " gap_h : float, optional\n", + " Horizontal gap between structures. Default is 0.\n", + " gap_v : float, optional\n", + " Vertical gap between structures. Default is 0.\n", + " new_name : str, optional\n", + " Name for the updated *structure_2*. If None, retains original name.\n", + "\n", + " Returns\n", + " -------\n", + " tidy3d.Structure\n", + " A copy of *structure_2* translated to the new aligned position.\n", + " \"\"\"\n", + "\n", + " box_1 = structure_1.geometry.bounding_box\n", + " box_2 = structure_2.geometry.bounding_box\n", + "\n", + " c1 = np.array(box_1.center)\n", + " c2 = np.array(box_2.center)\n", + "\n", + " s1 = np.array(box_1.size)\n", + " s2 = np.array(box_2.size)\n", + "\n", + " # Default: new center is box_1 center\n", + " new_center = c1.copy()\n", + "\n", + " # Which plane are we stacking in?\n", + " axis = {\"x\": 0, \"y\": 1, \"z\": 2}[plane]\n", + " aux = [0, 1, 2]\n", + " aux.remove(axis)\n", + " horizontal_axes = min(aux)\n", + " vertical_axes = max(aux)\n", + "\n", + " for i in [(horizontal, horizontal_axes, gap_h), (vertical, vertical_axes, gap_v)]:\n", + " if i[0] == \"center\":\n", + " new_center[i[1]] = c1[i[1]]\n", + " elif i[0] == \"left\":\n", + " new_center[i[1]] = c1[i[1]] - s1[i[1]] / 2 + (s2[i[1]] / 2) + i[2]\n", + " elif i[0] == \"right\":\n", + " new_center[i[1]] = c1[i[1]] + s1[i[1]] / 2 - (s2[i[1]] / 2) + i[2]\n", + " elif i[0] == \"top\":\n", + " new_center[i[1]] = c1[i[1]] + s1[i[1]] / 2 + (s2[i[1]] / 2) + i[2]\n", + " elif i[0] == \"bottom\":\n", + " new_center[i[1]] = c1[i[1]] - s1[i[1]] / 2 - (s2[i[1]] / 2) - i[2]\n", + "\n", + " translated_geometry = structure_2.geometry.translated(\n", + " x=-c2[0] + new_center[0], y=-c2[1] + new_center[1], z=-c2[2] + new_center[2]\n", + " )\n", + "\n", + " return structure_2.updated_copy(\n", + " geometry=translated_geometry, name=new_name if new_name else structure_2.name\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Material properties\n", + "\n", + "For heating simulations, we need to add a heat specification to the Tidy3D [MultiPhysicsMedium](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.components.material.multi_physics.MultiPhysicsMedium.html) object via the `heat_spec` argument, defining the thermal material properties: \n", + "- **Specific heat capacity** in J/(kg·K) \n", + "- **Thermal conductivity** in W/(µm·K) \n", + "- **Density** in kg/µm³, required for transient heat analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "Si_n = 3.4777 # Si refractive index\n", + "Si_n_slope = 1.86e-4 # Si thermo-optic coefficient dn/dT [1/K]\n", + "\n", + "Si_capacity = 710 # Si specific heat capacity [J/(kg·K)]\n", + "Si_conductivity = 148e-6 # Si thermal conductivity [W/(µm·K)]\n", + "Si_density = 2.33e-15 # Si density [kg/µm^3] (2330 kg/m^3)\n", + "\n", + "freq0 = td.C_0 / 1.5\n", + "\n", + "Si_optical = td.Medium.from_nk(n=Si_n, k=0, freq=freq0)\n", + "Si_heat = td.SolidSpec(capacity=Si_capacity, conductivity=Si_conductivity, density=Si_density)\n", + "\n", + "Si = td.MultiPhysicsMedium(optical=Si_optical, heat=Si_heat, name=\"Si\")\n", + "\n", + "SiO2_n = 1.444 # SiO2 refractive index\n", + "SiO2_n_slope = 1e-5 # SiO2 thermo-optic coefficient dn/dT [1/K]\n", + "\n", + "SiO2_capacity = 703 # SiO2 specific heat capacity [J/(kg·K)]\n", + "SiO2_conductivity = 1.38e-6 # SiO2 thermal conductivity [W/(µm·K)]\n", + "SiO2_density = 2.634e-15 # SiO2 density [kg/µm^3] (2634 kg/m^3)\n", + "\n", + "# Alternative way of defining a medium specification\n", + "SiO2_optical = td.Medium(permittivity=SiO2_n**2)\n", + "\n", + "SiO2_heat = td.SolidSpec(\n", + " capacity=SiO2_capacity, conductivity=SiO2_conductivity, density=SiO2_density\n", + ")\n", + "SiO2 = td.MultiPhysicsMedium(optical=SiO2_optical, heat=SiO2_heat, name=\"SiO2\")\n", + "\n", + "Cu_capacity = 385 # Cu specific heat capacity [J/(kg·K)]\n", + "Cu_conductivity = 401e-6 # Cu thermal conductivity [W/(µm·K)]\n", + "Cu_density = 8.96e-15 # Cu density [kg/µm^3] (8960 kg/m^3)\n", + "\n", + "Cu_optical = td.PECMedium()\n", + "Cu_heat = td.SolidSpec(capacity=Cu_capacity, conductivity=Cu_conductivity, density=Cu_density)\n", + "\n", + "Cu = td.MultiPhysicsMedium(\n", + " optical=Cu_optical,\n", + " heat=Cu_heat,\n", + " name=\"Cu\",\n", + ")\n", + "\n", + "# BEOL layer (modeled as porous SiO2 / low-k dielectric)\n", + "BEOL_capacity = 703 # J/(kg·K), similar to SiO2\n", + "BEOL_conductivity = 0.45e-6 # W/(µm·K), reduced effective conductivity\n", + "BEOL_density = 2.2e-15 # kg/µm^3, lower density due to porosity\n", + "\n", + "beol_SiO2_optical = td.Medium(permittivity=SiO2_n**2)\n", + "beol_SiO2_heat = td.SolidSpec(\n", + " capacity=BEOL_capacity,\n", + " conductivity=BEOL_conductivity,\n", + " density=BEOL_density,\n", + ")\n", + "\n", + "beol_SiO2 = td.MultiPhysicsMedium(\n", + " optical=beol_SiO2_optical,\n", + " heat=beol_SiO2_heat,\n", + " name=\"BEOL\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulation Geometry\n", + "\n", + "Next, we will define the different layers of the structure. \n", + "The stack consists of: \n", + "\n", + "- **Copper heat spreader** on top, which serves as the main cooling interface. \n", + "- **ASIC** (logic die), the primary heat source in the system. \n", + "- **Plastic molding compound** as a thin spacer between the ASIC and the photonic layers. \n", + "- **Photonic Integrated Circuit (PIC)** on the interposer surface, containing the microring resonators. \n", + " - **Buried oxide (BOX)** below the silicon waveguides, providing thermal and optical isolation. \n", + " - **BEOL glass** above the rings, insulating them from the electronic circuits. \n", + " - **Metal heaters** embedded in glass just above the rings for thermo-optic tuning. \n", + "- **Silicon interposer** at the bottom. \n", + "\n", + "A schematic can be seen in the image below:\n", + "\n", + "\"ME\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Unit helpers (all geometry in µm)\n", + "mm = 1e3\n", + "width = 160 * mm\n", + "\n", + "# Silicon interposer (bottom substrate, 100 µm thick in the paper)\n", + "interposer_thickness = 0.1 * mm\n", + "interposer_length = 10 * mm\n", + "Silicon_interposer = td.Structure(\n", + " geometry=td.Box(\n", + " center=(0, 0, -interposer_thickness / 2),\n", + " size=(interposer_length, width, interposer_thickness),\n", + " ),\n", + " name=\"Silicon_interposer\",\n", + " medium=Si,\n", + ")\n", + "\n", + "# ASIC die (logic die, ~1 mm thick)\n", + "asic_thickness = 1 * mm\n", + "asic_length = 5 * mm\n", + "ASIC_Die = td.Structure(\n", + " geometry=td.Box(size=(asic_length, width, asic_thickness)),\n", + " name=\"ASIC_Die\",\n", + " medium=Si,\n", + ")\n", + "\n", + "# Plastic molding compound spacer between ASIC and PIC/EIC (~70 nm)\n", + "silicon_gap_thickness = 0.07 # 70 nm\n", + "silicon_gap_length = 10 * mm\n", + "Silicon_gap = td.Structure(\n", + " geometry=td.Box(size=(silicon_gap_length, width, silicon_gap_thickness)),\n", + " name=\"Molding_spacer\",\n", + " medium=SiO2, # simple proxy; replace with a polymer if desired\n", + ")\n", + "\n", + "# Optional placeholder “source region” (e.g., for heater or power injection)\n", + "Source = td.Structure(\n", + " geometry=td.Box(size=(5 * mm, width, 0.01)), # 10 nm\n", + " name=\"Source\",\n", + " medium=Si, # set to appropriate medium if used\n", + ")\n", + "\n", + "# PIC die on interposer (photonic Si layer stack)\n", + "buried_sio2_thickness = 2 # µm (BOX)\n", + "beol_thickness = 10 # µm (BEOL glass)\n", + "\n", + "# Photonic Si core (100 µm total PIC die; subtract BOX and BEOL to keep total)\n", + "pic_thickness = 0.1 * mm\n", + "pic_length = 5 * mm\n", + "PIC_Die = td.Structure(\n", + " geometry=td.Box(\n", + " size=(pic_length, width, pic_thickness - buried_sio2_thickness - beol_thickness)\n", + " ),\n", + " name=\"PIC_Die\",\n", + " medium=Si,\n", + ")\n", + "\n", + "# Buried oxide (BOX) under the photonic Si\n", + "buried_sio2 = td.Structure(\n", + " geometry=td.Box(size=(pic_length, width, buried_sio2_thickness)),\n", + " name=\"buried_sio2\",\n", + " medium=SiO2,\n", + ")\n", + "\n", + "# BEOL dielectric above the photonic Si (glass/low-k stack)\n", + "beol = td.Structure(\n", + " geometry=td.Box(size=(pic_length, width, beol_thickness)),\n", + " name=\"beol\",\n", + " medium=beol_SiO2,\n", + ")\n", + "\n", + "# EIC die above the PIC (fills remaining thickness up to ~1 mm total)\n", + "eic_thickness = 1 * mm - pic_thickness\n", + "eic_length = pic_length\n", + "EIC_Die = td.Structure(\n", + " geometry=td.Box(size=(eic_length, width, eic_thickness)),\n", + " name=\"EIC_Die\",\n", + " medium=Si,\n", + ")\n", + "\n", + "# Copper heat spreader on top (~0.5 mm)\n", + "heat_spreader_thickness = 0.5 * mm\n", + "heat_spreader_length = 10 * mm\n", + "Heat_spreader = td.Structure(\n", + " geometry=td.Box(size=(heat_spreader_length, width, heat_spreader_thickness)),\n", + " name=\"Heat_spreader\",\n", + " medium=Cu,\n", + ")\n", + "\n", + "\n", + "# Lateral gap placeholder\n", + "die_gap_thickness = asic_thickness\n", + "die_gap_length = 0.07 # 70 nm in x\n", + "Die_gap = td.Structure(\n", + " geometry=td.Box(size=(die_gap_length, width, die_gap_thickness)),\n", + " name=\"Die_gap_lateral\",\n", + " medium=SiO2,\n", + ")\n", + "\n", + "# Stack the structures (using your helper `stack_box`)\n", + "ASIC_Die = stack_box(Silicon_interposer, ASIC_Die, plane=\"y\", horizontal=\"right\", vertical=\"top\")\n", + "PIC_Die = stack_box(Silicon_interposer, PIC_Die, plane=\"y\", horizontal=\"left\", vertical=\"top\")\n", + "buried_sio2 = stack_box(PIC_Die, buried_sio2, plane=\"y\", horizontal=\"left\", vertical=\"top\")\n", + "beol = stack_box(buried_sio2, beol, plane=\"y\", horizontal=\"left\", vertical=\"top\")\n", + "EIC_Die = stack_box(beol, EIC_Die, plane=\"y\", horizontal=\"center\", vertical=\"top\")\n", + "Die_gap = stack_box(ASIC_Die, Die_gap, plane=\"y\", horizontal=\"left\", vertical=\"center\")\n", + "Heat_spreader = stack_box(EIC_Die, Heat_spreader, plane=\"y\", horizontal=\"left\", vertical=\"top\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Creating the [Scene](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Scene.html) Object\n", + "\n", + "Next, we place the structures in a [Scene](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Scene.html) object and visualize the cross-section." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scene = td.Scene(\n", + " structures=[\n", + " Silicon_interposer,\n", + " # Silicon_gap,\n", + " ASIC_Die,\n", + " PIC_Die,\n", + " EIC_Die,\n", + " Die_gap,\n", + " Heat_spreader,\n", + " beol,\n", + " buried_sio2,\n", + " ]\n", + ")\n", + "\n", + "ax = scene.plot(y=0)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Defining Mesh\n", + "\n", + "We will use a [UniformUnstructuredGrid](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.UniformUnstructuredGrid.html) object to create a uniform unstructured mesh. The *relative_min_dl* is set to a low value due to the small features in the geometry." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "mesh = td.UniformUnstructuredGrid(dl=0.005 * mm, relative_min_dl=0.0003)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Defining Source\n", + "\n", + "Here, we will use a linear source at the bottom of the ASIC die. The [HeatSource](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.HeatSource.html) object is assigned to the ASIC die structure, with a custom power distribution only at its bottom." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Line heat source\n", + "\n", + "x = np.linspace(0 * mm, 5 * mm, 100)\n", + "y = [0]\n", + "z = [0]\n", + "\n", + "rate = 2 * (500 / 800) * 1e-9 # W/um^3\n", + "data = rate * np.ones((len(x), 1, 1))\n", + "\n", + "\n", + "coords = dict(x=x, y=y, z=z)\n", + "custom_rate = td.SpatialDataArray(data, coords=coords)\n", + "\n", + "heat_source = td.HeatSource(structures=[\"ASIC_Die\"], rate=custom_rate) # W/um^3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Defining Monitors\n", + "\n", + "We will add a [TemperatureMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.TemperatureMonitor.html) to track the temperature distribution across the simulation domain." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "temp_mnt = td.TemperatureMonitor(\n", + " size=(td.inf, 0, td.inf), name=\"temperature\", unstructured=True, conformal=True\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Boundary Conditions\n", + "\n", + "The boundary conditions are all insulating, except for the z+ boundary, which uses a [ConvectionBC](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ConvectionBC.html) with a heat impedance of $3\\times10^7 \\mu\\text{m}^2\\text{ K/W}$." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "insulating = td.HeatBoundarySpec(\n", + " condition=td.HeatFluxBC(flux=0),\n", + " placement=td.SimulationBoundary(surfaces=[\"x+\", \"x-\", \"z-\"]),\n", + ")\n", + "\n", + "heat_impedance = 3e7 # µm^2 K/W\n", + "\n", + "top_boundary = td.HeatBoundarySpec(\n", + " condition=td.ConvectionBC(\n", + " ambient_temperature=300, # K\n", + " transfer_coeff=1 / heat_impedance, # W/(K*µm^2)\n", + " ),\n", + " placement=td.SimulationBoundary(surfaces=[\"z+\"]),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Steady Heat Simulation\n", + "\n", + "First, we will assemble all components and create the [HeatChargeSimulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.HeatChargeSimulation.html) object for the steady-state simulation.\n", + "\n", + "We can see warnings regarding structures extending into the PML" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "heat_sim = td.HeatChargeSimulation(\n", + " center=scene.center,\n", + " size=scene.size,\n", + " medium=scene.medium,\n", + " structures=scene.structures,\n", + " boundary_spec=[insulating, top_boundary],\n", + " sources=[heat_source],\n", + " grid_spec=mesh,\n", + " monitors=[temp_mnt],\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we can use [web.run](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.webapi.run.html) to upload the simulation to the cloud, run it, monitor progress, download the data, and load it into the [HeatChargeSimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.HeatChargeSimulationData.html) object for post-processing." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "6b58e9c0e8b7447496076313619856fa", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
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+     },
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+       "
15:40:05 -03 loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m15:40:05 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "steady_data = web.run(heat_sim, task_name=\"CPOHeat_Steady\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualizing Steady-State Results\n", + "\n", + "We can call the *.plot* method to visualize the field distribution in the simulation plane. \n", + "\n", + "As we can see, the thin plastic region provides good insulation for the ASIC die. For reference, the structures are highlighted in the figure on the right." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax, ax2) = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "\n", + "steady_data[\"temperature\"].temperature.plot(grid=False, ax=ax)\n", + "ax.set_aspect(\"auto\")\n", + "ax.collections[-1].set_cmap(\"turbo\")\n", + "\n", + "steady_data[\"temperature\"].temperature.plot(grid=False, ax=ax2)\n", + "scene.plot(y=0, ax=ax2, fill_structures=False)\n", + "ax2.set_aspect(\"auto\")\n", + "ax2.collections[-1].set_cmap(\"turbo\")\n", + "\n", + "ax2.set_xlim(ax.get_xlim())\n", + "ax2.set_ylim(ax.get_ylim())\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Transient Analysis\n", + "\n", + "For transient heating analysis, the only modification is providing an [UnsteadyHeatAnalysis](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.UnsteadyHeatAnalysis.html) object to the `analysis_spec` parameter of the [HeatChargeSimulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.HeatChargeSimulation.html) model object, specifying the initial temperature, number of time steps, and step size.\n", + "\n", + "We will reuse the previously created object and update it with the `updated_copy` method." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "time_step_2d = 1e-3\n", + "total_time_steps_2d = 1000\n", + "\n", + "time_spec = td.UnsteadyHeatAnalysis(\n", + " initial_temperature=300,\n", + " unsteady_spec=td.UnsteadySpec(\n", + " time_step=time_step_2d,\n", + " total_time_steps=total_time_steps_2d,\n", + " ),\n", + ")\n", + "\n", + "heat_sim_transient = heat_sim.updated_copy(analysis_spec=time_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "1ed5c129a19b4f86bf2f78c4ecb63165", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
15:40:28 -03 loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m15:40:28 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "heat_data_transient = web.run(heat_sim_transient, \"CPO_2D_Transient\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualizing Transient Results\n", + "\n", + "Next we will visualize the results at typical resonator positions and at different points on the ASIC die." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_427248/680229564.py:14: RuntimeWarning: divide by zero encountered in log10\n", + " Ax[0].plot(np.log10(time_steps), temp1.values.squeeze(), color=\"purple\", label=\"PIC 1\")\n", + "/tmp/ipykernel_427248/680229564.py:15: RuntimeWarning: divide by zero encountered in log10\n", + " Ax[0].plot(np.log10(time_steps), temp2.values.squeeze(), color=\"red\", label=\"PIC 2\")\n", + "/tmp/ipykernel_427248/680229564.py:16: RuntimeWarning: divide by zero encountered in log10\n", + " Ax[0].plot(np.log10(time_steps), temp3.values.squeeze(), color=\"lightgreen\", label=\"ASIC left edge\")\n", + "/tmp/ipykernel_427248/680229564.py:17: RuntimeWarning: divide by zero encountered in log10\n", + " Ax[0].plot(np.log10(time_steps), temp4.values.squeeze(), color=\"orange\", label=\"ASIC 1 mm from PIC\")\n", + "/tmp/ipykernel_427248/680229564.py:18: RuntimeWarning: divide by zero encountered in log10\n", + " Ax[0].plot(np.log10(time_steps), temp5.values.squeeze(), color=\"blue\", label=\"ASIC 5 mm from PIC\")\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, Ax = plt.subplots(1, 2, figsize=(10, 5))\n", + "\n", + "PIC_z = buried_sio2.geometry.bounding_box.center[2]\n", + "\n", + "temp1 = heat_data_transient[\"temperature\"].temperature.sel(x=-2000, z=PIC_z, method=\"nearest\")\n", + "temp2 = heat_data_transient[\"temperature\"].temperature.sel(x=-1000, z=PIC_z, method=\"nearest\")\n", + "temp3 = heat_data_transient[\"temperature\"].temperature.sel(x=100, z=0, method=\"nearest\")\n", + "temp4 = heat_data_transient[\"temperature\"].temperature.sel(x=1000, z=0, method=\"nearest\")\n", + "temp5 = heat_data_transient[\"temperature\"].temperature.sel(x=4500, z=0, method=\"nearest\")\n", + "\n", + "\n", + "time_steps = time_step_2d * np.arange(total_time_steps_2d)\n", + "\n", + "Ax[0].plot(np.log10(time_steps), temp1.values.squeeze(), color=\"purple\", label=\"PIC 1\")\n", + "Ax[0].plot(np.log10(time_steps), temp2.values.squeeze(), color=\"red\", label=\"PIC 2\")\n", + "Ax[0].plot(np.log10(time_steps), temp3.values.squeeze(), color=\"lightgreen\", label=\"ASIC left edge\")\n", + "Ax[0].plot(np.log10(time_steps), temp4.values.squeeze(), color=\"orange\", label=\"ASIC 1 mm from PIC\")\n", + "Ax[0].plot(np.log10(time_steps), temp5.values.squeeze(), color=\"blue\", label=\"ASIC 5 mm from PIC\")\n", + "Ax[0].set_xlabel(\"log10(time) [s]\")\n", + "Ax[0].set_ylabel(\"Temperature [K]\")\n", + "Ax[0].legend()\n", + "\n", + "_ = heat_data_transient[\"temperature\"].temperature.sel(t=99).plot(grid=False, ax=Ax[1])\n", + "Ax[1].set_aspect(\"auto\")\n", + "Ax[1].collections[-1].set_cmap(\"turbo\")\n", + "Ax[1].scatter(-2000, PIC_z, color=\"purple\", s=50, marker=\"x\")\n", + "Ax[1].scatter(-1000, PIC_z, color=\"red\", s=50, marker=\"x\")\n", + "Ax[1].scatter(100, 0, color=\"lightgreen\", s=50, marker=\"x\")\n", + "Ax[1].scatter(1000, 0, color=\"orange\", s=50, marker=\"x\")\n", + "Ax[1].scatter(4500, 0, color=\"blue\", s=50, marker=\"x\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3D Transient Simulation\n", + "\n", + "Now we will investigate the effect of the heater on neighboring resonators. \n", + "\n", + "A localized power step is applied to one microring heater, and the transient temperature response is computed in 3D. \n", + "This allows us to observe the ring’s heating dynamics and quantify thermal crosstalk with adjacent resonators." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Defining the Ring and Heater Geometry" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# Ring center (aligned above the buried oxide layer)\n", + "mrr_center = (\n", + " -2000,\n", + " 0,\n", + " buried_sio2.geometry.bounding_box.center[2] + buried_sio2.geometry.bounding_box.size[2] / 2,\n", + ")\n", + "\n", + "# Heater placed 1 µm above the ring center in z\n", + "heater_center = (mrr_center[0], mrr_center[1], mrr_center[2] + 1)\n", + "\n", + "# Ring dimensions (radius = 20 µm, width = 1 µm)\n", + "ring_radius = 20\n", + "ring_width = 1\n", + "\n", + "# Ring geometry defined as a hollow cylinder (outer – inner cylinder)\n", + "ring_geometry = td.Cylinder(\n", + " center=heater_center, radius=ring_radius, length=0.22, axis=2\n", + ") - td.Cylinder(center=heater_center, radius=ring_radius - ring_width, length=0.22, axis=2)\n", + "\n", + "# Define first microring (Si core)\n", + "ring1 = td.Structure(geometry=ring_geometry, medium=Si, name=\"ring\")\n", + "\n", + "# Define heater overlapping the ring geometry (Cu)\n", + "heater1 = td.Structure(geometry=ring_geometry, medium=Cu, name=\"heater\")\n", + "\n", + "# Place heater above ring1 with a vertical gap of 1 µm\n", + "heater1 = stack_box(\n", + " ring1, heater1, plane=\"y\", horizontal=\"center\", vertical=\"top\", gap_v=1, new_name=\"heater1\"\n", + ")\n", + "\n", + "# Duplicate ring1 to create a neighboring ring at 100 µm horizontal separation\n", + "ring2 = stack_box(\n", + " ring1, ring1, plane=\"y\", horizontal=\"left\", vertical=\"center\", gap_h=100, new_name=\"ring2\"\n", + ")\n", + "\n", + "# Place heater above the second ring with the same 1 µm gap\n", + "heater2 = stack_box(\n", + " ring2, heater1, plane=\"y\", horizontal=\"center\", vertical=\"top\", gap_v=1, new_name=\"heater2\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The new source is a uniform source located right next to the resonator's heater." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# Line heat source\n", + "\n", + "x = np.linspace(0 * mm, 5 * mm, 100)\n", + "y = [0]\n", + "z = [0]\n", + "\n", + "power = 5e-3 # 1 mW\n", + "volume = 0.22 * np.pi * (ring_radius**2 - (ring_radius - ring_width) ** 2) # um^3\n", + "rate = power / volume # W/um^3\n", + "\n", + "heat_source3 = td.HeatSource(structures=[\"heater1\"], rate=rate) # W/um^3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can place the geometry and new source together and update the 2D simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "scene_3d = scene.updated_copy(structures=list(scene.structures) + [ring1, heater1, ring2, heater2])\n", + "\n", + "center_3d = mrr_center\n", + "size_3d = (1 * mm,) * 3\n", + "\n", + "heat_sim_3d = heat_sim.updated_copy(\n", + " center=center_3d, size=size_3d, structures=scene_3d.structures, sources=[heat_source3]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, let's visualize the geometry:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, Ax = plt.subplots(1, 2, figsize=(15, 5))\n", + "ax1 = heat_sim_3d.plot(y=0, ax=Ax[0])\n", + "ax1.set_xlim(-2050, -1850)\n", + "ax1.set_ylim(75, 125)\n", + "\n", + "ax2 = heat_sim_3d.plot(y=0, ax=Ax[1])\n", + "ax2.set_xlim(-2025, -2015)\n", + "ax2.set_ylim(85, 95)\n", + "# ax2.set_aspect('auto')}\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = heat_sim_3d.plot(z=heater2.geometry.bounding_box.center[2])\n", + "ax.set_xlim(-2050, -1850)\n", + "ax.set_ylim(-30, 30)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3D Transient Analysis\n", + "\n", + "Next, we will create an [UnsteadyHeatAnalysis](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.UnsteadyHeatAnalysis.html) object for the 3D analysis and run the simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "time_step = 1e-6\n", + "total_time_steps = 1000\n", + "\n", + "time_spec = td.UnsteadyHeatAnalysis(\n", + " initial_temperature=300,\n", + " unsteady_spec=td.UnsteadySpec(\n", + " time_step=time_step,\n", + " total_time_steps=total_time_steps,\n", + " ),\n", + ")\n", + "\n", + "heat_sim_transient_3d = heat_sim_3d.updated_copy(analysis_spec=time_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a3e1a6ff6251491d84e4f80fa8333d47", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
15:40:45 -03 loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m15:40:45 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "heat_data_transient_3d = web.run(heat_sim_transient_3d, \"CPO_3D_Transient\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualizing Temperature Distribution\n", + "\n", + "We can now visualize the heat distribution in the heated and neighboring resonators. The crosstalk is very small and can only be seen when saturating the temperature values in the figure on the right." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, Ax = plt.subplots(1, 2, figsize=(10, 5))\n", + "\n", + "ax1 = heat_data_transient_3d[\"temperature\"].temperature.sel(t=999).plot(grid=False, ax=Ax[0])\n", + "ax1.set_xlim(-2050, -1950)\n", + "ax1.set_ylim(75, 125)\n", + "ax1.set_title(\"Heat at the heated resonator\")\n", + "ax2 = (\n", + " heat_data_transient_3d[\"temperature\"]\n", + " .temperature.sel(t=999)\n", + " .plot(grid=False, ax=Ax[1], vmax=300.1)\n", + ")\n", + "ax2.set_xlim(-1950, -1850)\n", + "ax2.set_ylim(75, 125)\n", + "ax2.set_title(\"Heat at the neighboring resonator\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we can analyze the heat dynamics. As we can see, the heated resonator transient response follows closely the heater, while the neighboring resonator shows only a small temperature rise with a noticeable delay. \n", + "\n", + "This analysis is important for understanding thermal crosstalk between adjacent devices and for defining the requirements for stabilization and control loops that keep the microrings properly tuned." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Coordinates for sampling temperatures\n", + "x_ring_1 = ring1.geometry.bounding_box.center[0] + 19 # sample point near ring radius\n", + "y_ring_1 = ring1.geometry.bounding_box.center[1] # same y as ring center\n", + "z_ring_1 = ring1.geometry.bounding_box.center[2] # same z as ring center\n", + "\n", + "# Temperature at Ring 1\n", + "temp_ring1 = heat_data_transient_3d[\"temperature\"].temperature.sel(\n", + " x=x_ring_1,\n", + " y=y_ring_1,\n", + " z=z_ring_1,\n", + ")\n", + "\n", + "# Temperature at Ring 2 (100 µm away in x)\n", + "temp_ring2 = heat_data_transient_3d[\"temperature\"].temperature.sel(\n", + " x=x_ring_1 + 100, y=y_ring_1, z=z_ring_1, method=\"nearest\"\n", + ")\n", + "\n", + "# Temperature at Heater (1 µm above Ring 1)\n", + "temp_heater1 = heat_data_transient_3d[\"temperature\"].temperature.sel(\n", + " x=x_ring_1, y=y_ring_1, z=z_ring_1 + 1, method=\"nearest\"\n", + ")\n", + "\n", + "# Plot transients\n", + "fig, ax = plt.subplots()\n", + "\n", + "time = time_step * np.arange(total_time_steps)\n", + "\n", + "# Plot Ring 1 and Heater on the primary y-axis\n", + "ax.plot(time, temp_ring1.squeeze(), \"-\", label=\"Ring 1\", color=\"orange\")\n", + "ax.plot(time, temp_heater1.squeeze(), \"-\", label=\"Heater\", color=\"red\")\n", + "ax.set_ylabel(\"temperature (K)\")\n", + "ax.set_xlabel(\"Time (s)\")\n", + "ax.set_xscale(\"log\")\n", + "ax.set_xlim(1e-6, 1e-3)\n", + "ax.legend(loc=2)\n", + "\n", + "# Plot Ring 2 on a secondary y-axis for clarity\n", + "ax2 = ax.twinx()\n", + "ax2.plot(time, temp_ring2.squeeze(), \"--\", label=\"Ring 2\", color=\"blue\")\n", + "ax2.set_ylabel(\"temperature Ring 2 (K)\")\n", + "ax2.legend(loc=4)\n", + "\n", + "\n", + "plt.show()" + ] + } + ], + "metadata": { + "applications": [ + "Active photonic integrated circuit components" + ], + "description": "This notebook demonstrates how to simulate CPO thermal effects on microring devices using Tidy3D.", + "feature_image": "./img/CPO.png", + "features": [ + "Heat" + ], + "kernelspec": { + "display_name": "td291", + "language": "python", + "name": "python3" + }, + "keywords": "CPO, thermal simulation, microring, Tidy3D, FDTD", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + }, + "title": "How to model cpo heat using Tidy3D | Flexcompute" + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/features/heat.rst b/docs/features/heat.rst index 3ace6535..ce6d4bbb 100644 --- a/docs/features/heat.rst +++ b/docs/features/heat.rst @@ -8,3 +8,4 @@ This section introduces the HEAT solver, a Tidy3D feature that solves the steady :maxdepth: 1 ../../HeatSolver + ../../CPOHeat \ No newline at end of file diff --git a/img/CPO.png b/img/CPO.png new file mode 100644 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files changed, 2420 insertions(+), 1 deletion(-) create mode 100644 TransientThermoOpticShifter.ipynb create mode 100644 img/transient_thermooptic.png diff --git a/TransientThermoOpticShifter.ipynb b/TransientThermoOpticShifter.ipynb new file mode 100644 index 00000000..bee7969f --- /dev/null +++ b/TransientThermoOpticShifter.ipynb @@ -0,0 +1,2417 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "82815f47-2ff1-4c34-a215-c9b428785dac", + "metadata": {}, + "source": [ + "# Transient heat analysis of thermo-optic phase-shifters\n", + "\n", + "This example demonstrates the usage of the Tidy3D's steady and unsteady heat analyses to compare the performances of thermo-optic phase-shifters based on TiN metal and N++ doped silicon in the silicon-on-insulator (SOI) platform, based on the paper [Optimization of thermo-optic phase-shifter design and mitigation of thermal crosstalk on the SOI platform\n", + "](https://opg.optica.org/oe/fulltext.cfm?uri=oe-27-8-10456&id=408126) by M. Jacques, A. Samani, E. El-Fiky, D. Patel, Z. Xing, and D. V. Plant.\n", + "\n", + "The two setups compared are:\n", + "1) A silicon strip waveguide with a TiN metal heater layer above\n", + "3) A silicon rib waveguide with doped silicon strips on either side\n", + "\n", + "For each design, we sweep various input heat powers to determine the power needed for a $\\pi$ phase shift ($P_\\pi$) in steady-state analysis. We then compare the times required to reach the steady-state results by running unsteady heat analyses with the required $P_\\pi$ heats. Finally, we use the $P_\\pi$ temperature profiles to optically perturb the structures and calculate the attenuations for both designs. At all stages, we achieve good agreement with the results of Jacques et. al.\n", + "\n", + "\"Illustration" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a13c9992-1430-4a7b-8451-4db5f3b3c83e", + "metadata": {}, + "outputs": [], + "source": [ + "# Standard python imports\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "# Tidy3D import\n", + "import tidy3d as td\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "markdown", + "id": "c935f424-f9bc-462d-ab9d-b8e917d609d7", + "metadata": {}, + "source": [ + "## Simulation Construction and Heat Input Sweep\n", + "\n", + "First we will determine which heat input results in a $\\pi$ shift for the shifter by creating a sweep of simulations, each with different heat inputs, and calculating the resulting phase shift, following from Jacques et. al." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "80369cdf-d9dd-439a-bba6-eb8c90a4e26a", + "metadata": {}, + "outputs": [], + "source": [ + "wvl0 = 1.55\n", + "freq0 = td.C_0 / wvl0" + ] + }, + { + "cell_type": "markdown", + "id": "cc318d40-00e2-4a59-927e-8f5eafe46232", + "metadata": {}, + "source": [ + "We define the dimensions and coordinates of the different structures involved in our simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f02c968d-94e6-4293-8175-58744b408e63", + "metadata": {}, + "outputs": [], + "source": [ + "wg_width = 0.5\n", + "wg_height = 0.22\n", + "\n", + "slab_height = 0.09\n", + "wg_buffer = 0.8\n", + "slab_width = wg_width + 2 * wg_buffer\n", + "\n", + "doping_width = 1\n", + "\n", + "heater_dist = 2\n", + "heater_height = wg_height + heater_dist\n", + "heater_width = 2\n", + "heater_thickness = 0.2\n", + "\n", + "air_height = 2.5\n", + "\n", + "box_thickness = 2\n", + "\n", + "length = 320\n", + "\n", + "sim_size = (40, 0, 18)" + ] + }, + { + "cell_type": "markdown", + "id": "b666998f-052d-4cb9-b4c8-51269d2c9135", + "metadata": {}, + "source": [ + "We define the geometries of the involved structures." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ac5be21a-a7a6-41cd-a037-31450e382d8d", + "metadata": {}, + "outputs": [], + "source": [ + "wg_geo = td.Box(center=(0, 0, wg_height / 2), size=(wg_width, length, wg_height))\n", + "heater_geo = td.Box(\n", + " center=(0, 0, heater_height + heater_thickness / 2),\n", + " size=(heater_width, length, heater_thickness),\n", + ")\n", + "\n", + "rib_geo = td.Box(center=(0, 0, slab_height / 2), size=(slab_width, length, slab_height))\n", + "dope_L_geo = td.Box(\n", + " center=((wg_width + doping_width) / 2 + wg_buffer, 0, slab_height / 2),\n", + " size=(doping_width, length, slab_height),\n", + ")\n", + "dope_R_geo = td.Box(\n", + " center=(-(wg_width + doping_width) / 2 - wg_buffer, 0, slab_height / 2),\n", + " size=(doping_width, length, slab_height),\n", + ")\n", + "\n", + "air_geo = td.Box.from_bounds(\n", + " rmin=(-sim_size[0] / 2, -length / 2, air_height),\n", + " rmax=(sim_size[0] / 2, length / 2, air_height + length),\n", + ")\n", + "\n", + "box_geo = td.Box.from_bounds(\n", + " rmin=(-sim_size[0] / 2, -length / 2, -box_thickness), rmax=(sim_size[0] / 2, length / 2, 0)\n", + ")\n", + "substrate_geo = td.Box.from_bounds(\n", + " rmin=(-sim_size[0] / 2, -length / 2, -length),\n", + " rmax=(sim_size[0] / 2, length / 2, -box_thickness),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "dfc50cdb-e62c-4550-956e-2e23901bab4a", + "metadata": {}, + "source": [ + "We have geometries that extend exactly to the simulation boundaries, but since we will only be running heat simulations and mode solving, this will not cause any problems. Thus we will suppress warnings." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "441c9c20-55d0-4ce8-ad07-aa53448b61fa", + "metadata": {}, + "outputs": [], + "source": [ + "td.config.logging_level = \"ERROR\"" + ] + }, + { + "cell_type": "markdown", + "id": "28ed4163-0d60-4c6d-8f27-653c4edeb24c", + "metadata": {}, + "source": [ + "Using the material data provided in Table 3 of Jacques et. al., we define the materials as Tidy3D [`MultiPhysicsMediums`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.components.material.multi_physics.MultiPhysicsMedium.html#tidy3d.components.material.multi_physics.MultiPhysicsMedium). In these objects, we can input heat, charge, and optical properties. Our heat properties are all Tidy3D [`SolidSpec`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.SolidSpec.html#tidy3d.SolidSpec) specifications, and our optical properties are instances of Tidy3D's [`PerturbationMedium`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.PerturbationMedium.html#tidy3d.PerturbationMedium) using the provided thermo-optic coefficients. Given temperature data, these mediums will have their optical properties changed by the perturbations specified in the `PerturbationMedium`." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "84575050-b141-4e9b-8d59-56611216d509", + "metadata": {}, + "outputs": [], + "source": [ + "ref_temp = 300\n", + "Si_dndT = 1.8e-4\n", + "\n", + "Si_perturb_undoped = td.PerturbationMedium(\n", + " permittivity=3.476**2,\n", + " perturbation_spec=td.IndexPerturbation(\n", + " delta_n=td.ParameterPerturbation(\n", + " heat=td.LinearHeatPerturbation(coeff=Si_dndT, temperature_ref=ref_temp)\n", + " ),\n", + " freq=freq0,\n", + " ),\n", + ")\n", + "\n", + "n_doped, k_doped = 3.072, 0.137\n", + "Si_perturb_doped = Si_perturb_undoped.updated_copy(\n", + " permittivity=n_doped**2 - k_doped**2,\n", + " conductivity=2 * n_doped * k_doped * 2 * np.pi * freq0 * td.EPSILON_0,\n", + ")\n", + "\n", + "\n", + "SiO2_perturb = td.PerturbationMedium(\n", + " permittivity=1.55**2,\n", + " perturbation_spec=td.IndexPerturbation(\n", + " delta_n=td.ParameterPerturbation(\n", + " heat=td.LinearHeatPerturbation(coeff=1e-5, temperature_ref=ref_temp)\n", + " ),\n", + " freq=freq0,\n", + " ),\n", + ")\n", + "\n", + "\n", + "Si_bulk = td.MultiPhysicsMedium(\n", + " name=\"Si bulk\",\n", + " optical=Si_perturb_undoped,\n", + " heat=td.SolidSpec(conductivity=148e-6, capacity=711, density=2330e-18),\n", + ")\n", + "\n", + "Si_wg = td.MultiPhysicsMedium(\n", + " name=\"Si wg\",\n", + " optical=Si_perturb_undoped,\n", + " heat=td.SolidSpec(conductivity=90e-6, capacity=711, density=2330e-18),\n", + ")\n", + "\n", + "Si_slab = td.MultiPhysicsMedium(\n", + " name=\"Si slab\",\n", + " optical=Si_perturb_undoped,\n", + " heat=td.SolidSpec(conductivity=55e-6, capacity=711, density=2330e-18),\n", + ")\n", + "\n", + "N_Si = td.MultiPhysicsMedium(\n", + " name=\"Si doped\",\n", + " optical=Si_perturb_doped,\n", + " heat=td.SolidSpec(conductivity=25e-6, capacity=711, density=2330e-18),\n", + ")\n", + "\n", + "SiO2 = td.MultiPhysicsMedium(\n", + " name=\"SiO2\",\n", + " optical=SiO2_perturb,\n", + " heat=td.SolidSpec(conductivity=1.38e-6, capacity=709, density=2203e-18),\n", + ")\n", + "\n", + "TiN = td.MultiPhysicsMedium(\n", + " name=\"TiN\", heat=td.SolidSpec(conductivity=28e-6, capacity=598, density=5240e-18)\n", + ")\n", + "\n", + "air_medium = td.MultiPhysicsMedium(\n", + " name=\"air\",\n", + " heat=td.FluidSpec(thermal_conductivity=0.026e-6, specific_heat=1006, density=1.177e-18),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "c6d3a1ca-f4a0-4485-bcf4-cd81026e1db5", + "metadata": {}, + "source": [ + "We put the geometries and mediums together in Tidy3D `Structure` objects." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "451f4c2e-9903-4ddc-9fe4-84ae43f1f0d0", + "metadata": {}, + "outputs": [], + "source": [ + "wg = td.Structure(geometry=wg_geo, medium=Si_wg)\n", + "heater = td.Structure(geometry=heater_geo, medium=TiN, name=\"heater TiN\")\n", + "\n", + "rib = td.Structure(geometry=rib_geo, medium=Si_slab)\n", + "doped_wgs = td.Structure(geometry=dope_L_geo + dope_R_geo, medium=N_Si, name=\"heater doped\")\n", + "\n", + "air = td.Structure(geometry=air_geo, medium=air_medium)\n", + "\n", + "box = td.Structure(geometry=box_geo, medium=SiO2)\n", + "substrate = td.Structure(geometry=substrate_geo, medium=Si_bulk)" + ] + }, + { + "cell_type": "markdown", + "id": "c407b193-9ce9-42b7-b779-d543645953c0", + "metadata": {}, + "source": [ + "We add our structures into a [`Scene`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.Scene.html#tidy3d.Scene) object. This is a convenient way to package our structures and allows for easy conversion to HeatCharge simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c96fe169-a312-4bd9-8e44-18a65bad6a32", + "metadata": {}, + "outputs": [], + "source": [ + "wg_scene = td.Scene(medium=SiO2, structures=[substrate, box, wg, air, heater])\n", + "\n", + "rib_scene = td.Scene(medium=SiO2, structures=[substrate, box, rib, wg, air, doped_wgs])" + ] + }, + { + "cell_type": "markdown", + "id": "009787d5-486b-43b3-83ca-71ffa3c26006", + "metadata": {}, + "source": [ + "We plot the scenes to make sure our structures are set up correctly." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "e784ea24-7b96-4b03-b4d9-2a226b47f950", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 2, figsize=(15, 5))\n", + "\n", + "wg_scene.plot(y=0, hlim=[-4, 4], vlim=[-3, air_height + 1], ax=ax[0])\n", + "rib_scene.plot(y=0, hlim=[-4, 4], vlim=[-3, air_height + 1], ax=ax[1])\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "17865fa6-6ee6-4b96-8696-f4440d473720", + "metadata": {}, + "source": [ + "We will measure the temperature in the waveguide by a point temperature monitor located at the center of the waveguides." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "fbf0b8e2-6461-4d33-9db4-5a6d1840e360", + "metadata": {}, + "outputs": [], + "source": [ + "temp_mnt_pnt = td.TemperatureMonitor(\n", + " center=(0, 0, wg_height / 2),\n", + " size=(0, 0, 0),\n", + " name=\"temperature\",\n", + " unstructured=True,\n", + " conformal=True,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "438349b7-2cdc-4d38-913d-cfb3d905549d", + "metadata": {}, + "source": [ + "We define boundary and meshing specs for our heat simulations. Jacques et. al. give the bottom simulation boundary a fixed temperature of 300 K and a constant convection of $10 \\frac{W}{m^2}K$ (or $10e-12 \\frac{W}{μm^2}K$) between the silicon dioxide cladding and air." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "60a64b43-8917-4d73-a4d6-f5b60f475c7e", + "metadata": {}, + "outputs": [], + "source": [ + "# boundary conditions\n", + "bc_bottom = td.HeatBoundarySpec(\n", + " placement=td.SimulationBoundary(surfaces=[\"z-\"]),\n", + " condition=td.TemperatureBC(temperature=ref_temp),\n", + ")\n", + "\n", + "bc_top = td.HeatBoundarySpec(\n", + " placement=td.MediumMediumInterface(mediums=[\"air\", \"SiO2\"]),\n", + " condition=td.ConvectionBC(ambient_temperature=ref_temp, transfer_coeff=10e-12), # W/um^2 K\n", + ")\n", + "\n", + "# parameters for meshing\n", + "dl_min = heater_thickness / 3\n", + "dl_max = 4 * dl_min\n", + "\n", + "grid_spec = td.DistanceUnstructuredGrid(\n", + " dl_interface=dl_min,\n", + " dl_bulk=dl_max,\n", + " distance_interface=3 * dl_min,\n", + " distance_bulk=2 * heater_dist,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "147f086a-fffa-4392-9aaa-ec4f729d01f9", + "metadata": {}, + "source": [ + "We can now run a parameter sweep of different heat inputs to determine relationship between the input heat and the phase change along the shifter.\n", + "We will define functions that take as input the heater input power and output the heat simulations for the strip and rib waveguide structures, allowing us to quickly and methodically define multiple heat simulations corresponding to multiple heat inputs." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "ddd0425c-1f26-4a99-9cf3-b794e287abd0", + "metadata": {}, + "outputs": [], + "source": [ + "def make_wg_sim(power): # input mW\n", + " power_rate = power * 1e-3 / heater_geo.volume()\n", + " heater_TiN = td.HeatSource(rate=power_rate, structures=[heater.name])\n", + " wg_sim = td.HeatChargeSimulation.from_scene(\n", + " scene=wg_scene,\n", + " center=(0, 0, 1),\n", + " size=sim_size,\n", + " boundary_spec=[bc_bottom, bc_top],\n", + " sources=[heater_TiN],\n", + " monitors=[temp_mnt_pnt],\n", + " symmetry=(1, 0, 0),\n", + " grid_spec=grid_spec,\n", + " )\n", + " return wg_sim\n", + "\n", + "\n", + "def make_rib_sim(power): # input mW\n", + " power_rate = power * 1e-3 / doped_wgs.geometry.volume()\n", + " heater_doped = td.HeatSource(rate=power_rate, structures=[doped_wgs.name])\n", + " rib_sim = td.HeatChargeSimulation.from_scene(\n", + " scene=rib_scene,\n", + " center=(0, 0, 1), # (0, 0, 5),\n", + " size=sim_size,\n", + " boundary_spec=[bc_bottom, bc_top],\n", + " sources=[heater_doped],\n", + " monitors=[temp_mnt_pnt],\n", + " symmetry=(1, 0, 0),\n", + " grid_spec=grid_spec,\n", + " )\n", + " return rib_sim" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5c1510a6-525a-4637-877f-fd1784e689bb", + "metadata": {}, + "outputs": [], + "source": [ + "heater_sweep = np.linspace(0, 30, 5)" + ] + }, + { + "cell_type": "markdown", + "id": "29f4184a-0598-457a-aaa3-8ca0457cf3a9", + "metadata": {}, + "source": [ + "To create a batch, we will create a dictionary of simulations of the various heater rates." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "af74ff65-ecb9-4a07-8367-b1d6edb74a35", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "initial_wg_sweep = {}\n", + "initial_rib_sweep = {}\n", + "\n", + "for i, heat in enumerate(heater_sweep):\n", + " initial_wg_sweep[str(i)] = make_wg_sim(heat)\n", + "\n", + "for i, heat in enumerate(heater_sweep):\n", + " heat_rate = heat\n", + " initial_rib_sweep[str(i)] = make_rib_sim(heat)" + ] + }, + { + "cell_type": "markdown", + "id": "b8eb75b7-ed9f-4fb7-9c25-0c120f7f3640", + "metadata": {}, + "source": [ + "We can now create and run the batches." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "f3c81925-c862-4d2b-857f-72d7461417a0", + "metadata": {}, + "outputs": [], + "source": [ + "wg_batch = web.Batch(simulations=initial_wg_sweep, folder_name=\"thermo-optic_shifter\")\n", + "rib_batch = web.Batch(simulations=initial_rib_sweep, folder_name=\"thermo-optic_shifter\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b03a113c-9610-4c3a-9b34-b46ff65c21fa", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4387999e4ba146ac9c3b8cd8fadff6d8", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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18:25:29 EDT Started working on Batch containing 5 tasks.                       \n",
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18:25:31 EDT Maximum FlexCredit cost: 0.125 for the whole batch.                \n",
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18:25:39 EDT Maximum FlexCredit cost: 0.125 for the whole batch.                \n",
+       "
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             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
+       "             Batch has completed.                                               \n",
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
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+    },
+    {
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+       "
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+       "
\n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wg_batch_data = wg_batch.run(path_dir=\"thermo-optic_shifter\")\n", + "rib_batch_data = rib_batch.run(path_dir=\"thermo-optic_shifter\")" + ] + }, + { + "cell_type": "markdown", + "id": "480ed49a-1521-4c47-a790-b0924859752c", + "metadata": {}, + "source": [ + "We now calculate the phase shift ($\\Phi$) of the shifter based on the temperature recorded in the waveguide for each heat simulation:\n", + "
$\\Delta\\Phi=\\frac{2\\pi L}{\\lambda_0}\\frac{dn_{Si}}{dT}\\Delta T$
" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "82444208-244e-4c4f-aab6-28537c82b990", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "wg_ts, rib_ts = [], []\n", + "phases_wg, phases_rib = [], []\n", + "\n", + "for i in range(len(heater_sweep)):\n", + " coef = 2 * np.pi * length / wvl0 * Si_dndT\n", + "\n", + " t_wg = np.squeeze(wg_batch_data[str(i)][\"temperature\"].temperature.values) - ref_temp\n", + "\n", + " wg_ts.append(t_wg)\n", + " phases_wg.append(coef * t_wg)\n", + "\n", + " t_rib = np.squeeze(rib_batch_data[str(i)][\"temperature\"].temperature.values) - ref_temp\n", + "\n", + " rib_ts.append(t_rib)\n", + " phases_rib.append(coef * t_rib)" + ] + }, + { + "cell_type": "markdown", + "id": "90773cf4-2712-42b6-852c-50ccc348cf5f", + "metadata": {}, + "source": [ + "We plot the results of the heat sweep: calculated phase shift vs. the heat applied to the heaters. Interpolating these results gives us the needed heat source to achieve a $\\pi$-shift in the shifter." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "ebaad286-e27e-4ddb-8161-a1959543fd1a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(heater_sweep, phases_wg, label=\"TiN\", color=\"red\", linewidth=3)\n", + "plt.plot(heater_sweep, phases_rib, label=\"N$_{++}$\", color=\"blue\", linewidth=3)\n", + "plt.plot([heater_sweep[0], heater_sweep[-1]], [np.pi, np.pi], color=\"black\", linestyle=\"--\")\n", + "plt.legend()\n", + "plt.xlim(heater_sweep[0], heater_sweep[-1])\n", + "plt.ylim(0, 4)\n", + "plt.xlabel(\"Heater power [mW]\")\n", + "plt.ylabel(\"Phase [rad]\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "841959c1-43f5-4b8d-b90d-28757f5f9fea", + "metadata": {}, + "source": [ + "## $\\pi$-shift Input Power\n", + "\n", + "Now we will use the paper's calculated power values that need to be applied for a full $\\pi$-shift ($P_\\pi$). We wish to display the temperature distribution along a 2D section of the simulation, so we will define a new temperature monitor. We will then ultilize the above function to create the corresponding heat simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "8065a817-cdd5-4f67-9dee-c2ca7119553e", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "wg_pi_shift = 23.9\n", + "rib_pi_shift = 25.2\n", + "\n", + "# add 2D monitor to display 2D temperature distribution\n", + "temp_mnt_2D = td.TemperatureMonitor(\n", + " center=(0, 0, 1), size=(30, 0, 4), name=\"temperature\", unstructured=True, conformal=True\n", + ")\n", + "\n", + "wg_sim = make_wg_sim(wg_pi_shift).updated_copy(monitors=[temp_mnt_2D])\n", + "rib_sim = make_rib_sim(rib_pi_shift).updated_copy(monitors=[temp_mnt_2D])" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "338903a8-ec4d-46a1-88bc-c17b52b7f23e", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
18:25:51 EDT Created task 'wg' with resource_id                                 \n",
+       "             'hec-d5ec8930-571d-4983-975a-5636bf196d34' and task_type           \n",
+       "             'HEAT_CHARGE'.                                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:25:51 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'wg'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'hec-d5ec8930-571d-4983-975a-5636bf196d34'\u001b[0m and task_type \n", + "\u001b[2;36m \u001b[0m\u001b[32m'HEAT_CHARGE'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Tidy3D's HeatCharge solver is currently in the beta stage. Cost of \n",
+       "             HeatCharge simulations is subject to change in the future.         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTidy3D's HeatCharge solver is currently in the beta stage. Cost of \n", + "\u001b[2;36m \u001b[0mHeatCharge simulations is subject to change in the future. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a4e5e7d68e8d41c0b764cd8340ab11b6", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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18:25:52 EDT Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:25:52 EDT\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
18:25:53 EDT status = success                                                   \n",
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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18:25:54 EDT loading simulation from thermo-optic_shifter/wg.hdf5               \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:25:54 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from thermo-optic_shifter/wg.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Created task 'rib' with resource_id                                \n",
+       "             'hec-b90afcbb-b249-49eb-9b3d-d8c33d42efd5' and task_type           \n",
+       "             'HEAT_CHARGE'.                                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'rib'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'hec-b90afcbb-b249-49eb-9b3d-d8c33d42efd5'\u001b[0m and task_type \n", + "\u001b[2;36m \u001b[0m\u001b[32m'HEAT_CHARGE'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Tidy3D's HeatCharge solver is currently in the beta stage. Cost of \n",
+       "             HeatCharge simulations is subject to change in the future.         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTidy3D's HeatCharge solver is currently in the beta stage. Cost of \n", + "\u001b[2;36m \u001b[0mHeatCharge simulations is subject to change in the future. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "875889e611104176a99fc328d6901833", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      "text/plain": []
+     },
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18:25:55 EDT Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:25:55 EDT\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
18:25:56 EDT status = success                                                   \n",
+       "
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+     },
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18:25:57 EDT loading simulation from thermo-optic_shifter/rib.hdf5              \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:25:57 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from thermo-optic_shifter/rib.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wg_data = web.run(wg_sim, task_name=\"wg\", path=\"thermo-optic_shifter/wg.hdf5\")\n", + "rib_data = web.run(rib_sim, task_name=\"rib\", path=\"thermo-optic_shifter/rib.hdf5\")" + ] + }, + { + "cell_type": "markdown", + "id": "7cd30753-ec30-4592-a0e9-0bb7871bde4f", + "metadata": {}, + "source": [ + "We will now plot the temperature distribution with the $P_\\pi$ powers applied to the respective heaters of the simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "729c705f-99cf-4c4e-9824-22a800ed78fd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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xFAqFQqFQKLYhbAY9b0uCcc65zd0IhUKhUCgUWy7Wrl2LxYsXY81RwKL+DMuaAhZfB6xZswaLFi3aqDJ22GEHvP/978cpp5zSiPuf//kfPOUpT8HPf/5zLF++HNdddx2OOeYY3H333dhpp50AABdddBHe+ta34re//S3GxsZm1B+FQqFQKBSKrRlbmp63uaCWYwqFQqFQKEbDJvyiuHbt2uTYsGHD0OrLssRnPvMZrFu3DitWrGjEr1u3Dpdeein22GMP7LrrrgCAb33rW3jyk59cE2MAcMQRR2Dt2rW19ZlCoVAoFArFnMcctxxTckyhUCgUCsVomKkfCjoA7Lrrrli8eHF9nHfeea3V3nbbbVi4cCHGx8dx2mmn4eqrr8Y+++xTx1944YVYuHAhFi5ciOuuuw6rV6+uLcLuvffehBgDUJ/fe++9M7seCoVCoVAoFNsKNqGetzViK+b1FAqFQqFQbK248847E3P78fHx1rR77703br31VqxZswZXXXUVTjrpJNx44401QfbSl74Uz3/+83HPPffgAx/4AP76r/8a3/zmNzExMfGY90OhUCgUCoVCsfVDyTGFQqFQKBSjYVOYywdPp7T75CgYGxvDnnvuCcA74L/55ptxwQUX4OKLLwaA2vpsr732wrOe9SwsWbIEV199NU444QQsW7YM//3f/52Ud9999wEAli1bNsPOKBQKhUKhUGwj2IR63tYIXVapUCgUCoViNBSYuR+KTWBuX1VVq48y5xycc3X8ihUrcNttt+H++++v06xevRqLFi1KlmYqFAqFQqFQzGlsIXre5oJajikUCoVCodhiceaZZ+Koo47CbrvthoceegiXX345brjhBqxatQq/+MUvcMUVV+Dwww/H0qVL8Zvf/Abnn38+5s2bhxe84AUAgMMPPxz77LMPXv7yl+N973sf7r33Xrz97W/H6aef3rmUU6FQKBQKhUIxd6DkmEKhUCgUitGwKRytTjP//fffjxNPPBH33HMPFi9ejP333x+rVq3C85//fNx99934+te/jo985CN44IEHsNNOO+Gggw7CTTfdhB133NFXVxS49tpr8ZrXvAYrVqzAggULcNJJJ+Gcc86ZYUcUCoVCoVAotiFsBj1vS4Jxzm3Fq0IVCoVCoVA81li7di0WL16MNScCi8ZmWNYksPj/AmvWrBnZ55hCoVAoFAqF4rGB6nke6nNMoVAoFAqFQqFQKBQKhUIxZ6HLKhUKhUKhUIyGTbGLUbUpGqJQKBQKhUKh2KSY43qeWo4pFHMAN9xwA4wxuOGGGzZ3UxSPAf77v/8bY2Nj+NWvfjXrdf/+97/HggUL8MUvfnHW61ZsBsx0B6NNoXQpFAqFIoHqeds2VM9TzBrmuJ6n5JhCsQ3hwgsvxCc/+cnN3YyNwuWXX46PfOQjm7sZCT7xiU/gSU96EiYmJrDXXnvhYx/72Mh5N2zYgLe+9a3YeeedMW/ePBx44IFYvXp1Nu1NN92E5zznOZg/fz6WLVuGM844Aw8//PDIdf3jP/4jTjjhBOy+++4j59lU+KM/+iO88pWvxD/90z/Net0KhUKhUMwlqJ63aaF63nConqeYS1ByTKHYhtCmNB100EF49NFHcdBBB81+o0bElqY0XXzxxXjlK1+JfffdFx/72MewYsUKnHHGGXjve987Uv6TTz4ZH/rQh/DSl74UF1xwAYqiwAte8AJ84xvfSNLdeuuteN7znodHHnkEH/rQh/DKV74Sl1xyCY4//viR6rn11lvxla98Baeddtq0+7ipcNppp+H73/8+rr/++s3WBsUswSLuZLSxh2oeCoVCsVFQPW/TQfW80aF63hzCHNfzdLdKxTaHdevWYcGCBZu7GZsF++23Hx73uMdtlWb1xxxzDH7wgx/gjjvu2NxNwaOPPopdd90Vz3rWs3DttdfW4S972ctwzTXX4M4778SSJUta8//3f/83DjzwQLz//e/Hm9/8ZgDA+vXrsd9++2HHHXfETTfdVKd9wQtegFtvvRU//vGP6x1dPv7xj+PUU0/FqlWrcPjhh3e29e///u9xzTXX4I477oAxZibdnhGe/OQn42lPexr+7//9v5utDYrHDvUuRq8DFo3PsKwNwOJ/3jp3MVIoFJsfquepnjdTqJ43faiet21D9TyPrZjXU8wF3HXXXTjllFOw8847Y3x8HHvssQde85rXYHJyEgDwyU9+EsYY3HjjjXjta1+LHXfcEbvsskud/8ILL8S+++6L8fFx7Lzzzjj99NPx4IMPJnX87Gc/w4tf/GIsW7YMExMT2GWXXfCSl7wEa9asqdOsXr0az3nOc7D99ttj4cKF2HvvvfG2t71taPtHybdhwwa84x3vwJ577onx8XHsuuuueMtb3oINGzY0yvv0pz+NZz7zmZg/fz6WLFmCgw46CF/+8pcBAE94whNw++2348Ybb4QxBsYYHHLIIQDafVFceeWVOOCAAzBv3jw87nGPw8te9jLcddddSZqTTz4ZCxcuxF133YXjjjsOCxcuxNKlS/HmN78ZZVkOvQaf+9zncPTRR9f3cPny5XjXu96V5D3kkEPwhS98Ab/61a/qtj/hCU9oLfPggw/GU57ylGzc3nvvjSOOOGJou7rw1a9+Fb///e/x2te+Ngk//fTTsW7dOnzhC1/ozH/VVVehKAq86lWvqsMmJiZwyimn4Fvf+hbuvPNOAH4gWr16NV72spclg8eJJ56IhQsX4rOf/ezQtl5zzTU49NBDGwqTMQbvfOc7G+mf8IQn4OSTT67P6R36xje+gTPOOANLly7F9ttvj1e/+tWYnJzEgw8+iBNPPBFLlizBkiVL8Ja3vAW5byrPf/7z8fnPfz4bp1AoFApFDqrnpVA9z0P1vAjV8xTbOlauXIn9998fixYtwqJFi7BixQpcd911dfwll1yCQw45BIsWLYIxpiHj77jjDpxyyinYY489MG/ePCxfvhzveMc76nFkOtiK3aUptnXcfffdeOYzn4kHH3wQr3rVq/DEJz4Rd911F6666io88sgjGBsbq9O+9rWvxdKlS3HWWWdh3bp1AIB3vvOdOPvss3HYYYfhNa95DX7yk59g5cqVuPnmm/HNb34T/X4fk5OTOOKII7Bhwwa8/vWvx7Jly3DXXXfh2muvxYMPPojFixfj9ttvxzHHHIP9998f55xzDsbHx/Hzn/8c3/zmNzvbP0q+qqrwohe9CN/4xjfwqle9Ck960pNw22234cMf/jB++tOf4pprrqnTnn322XjnO9+JZz/72TjnnHMwNjaG73znO7j++utx+OGH4yMf+Qhe//rXY+HChfjHf/xHAMBOO+3U2r5PfvKTeMUrXoFnPOMZOO+883DffffhggsuwDe/+U3ccsst2H777eu0ZVniiCOOwIEHHogPfOAD+MpXvoIPfvCDWL58OV7zmtd0XodPfvKTWLhwId70pjdh4cKFuP7663HWWWdh7dq1eP/73w/A+1JYs2YNfvOb3+DDH/4wAGDhwoWtZb785S/Hqaeeih/84AfYb7/96vCbb74ZP/3pT/H2t7+9DnvggQdGUu7mz5+P+fPnAwBuueUWAMDTn/70JM0BBxwAay1uueUWvOxlL2st65ZbbsGf/umfNr6WPPOZzwTgTeR33XVX3HbbbRgMBo16xsbG8NSnPrVuRxvuuusu/PrXv8b/+l//a2j/hoGe/7PPPhvf/va3cckll2D77bfHTTfdhN122w3vec978MUvfhHvf//7sd9+++HEE09M8h9wwAH48Ic/jNtvvz25J4ptDJvC0erw11GhUMwBqJ6nel4bVM/zUD1PMevYDHreLrvsgvPPPx977bUXnHO47LLLcOyxx+KWW27Bvvvui0ceeQRHHnkkjjzySJx55pmN/D/+8Y9RVRUuvvhi7LnnnvjBD36AU089FevWrcMHPvCB6TXGKRRbKE488URnrXU333xzI66qKuecc5deeqkD4J7znOe4wWBQx99///1ubGzMHX744a4syzr8n//5nx0A96//+q/OOeduueUWB8BdeeWVre348Ic/7AC43/72t9Nq/yj5PvWpTzlrrfv617+ehF900UUOgPvmN7/pnHPuZz/7mbPWur/4i79I+uNcvBbOObfvvvu6gw8+uFHPV7/6VQfAffWrX3XOOTc5Oel23HFHt99++7lHH320Tnfttdc6AO6ss86qw0466SQHwJ1zzjlJmU972tPcAQcc0H0RnHOPPPJII+zVr361mz9/vlu/fn0ddvTRR7vdd999aHnOOffggw+6iYkJ99a3vjUJP+OMM9yCBQvcww8/XIftvvvuDsDQ4x3veEed5/TTT3dFUWTrXrp0qXvJS17S2b59993XHXrooY3w22+/3QFwF110kXPOuSuvvNIBcF/72tcaaY8//ni3bNmyznq+8pWvOADu85//fCNO9omw++67u5NOOqk+p3foiCOOSJ6lFStWOGOMO+200+qwwWDgdtlll+wzdtNNNzkA7oorruhss2LrxJo1axwAt+Yf4NzbZnas+Qf/zq1Zs2Zzd0uhUGxGqJ6nel4bVM/zUD1PMVvY0vS8JUuWuI9//ONJGMm5Bx54YGj+973vfW6PPfaYdr26rFKxRaKqKlxzzTV44Qtf2PjaAqBhWnzqqaeiKIr6/Ctf+QomJyfxhje8AdbaJN2iRYtqc+nFixcDAFatWoVHHnkk2xb6sva5z30OVVWN3IdR8l155ZV40pOehCc+8Yn43e9+Vx+HHnooAG/2DXiT6qqqcNZZZyX9AZrXYhR897vfxf3334/Xvva1mJiYqMOPPvpoPPGJT8yak0tHoM997nPxi1/8Ymhd8+bNq38/9NBD+N3vfofnPve5eOSRR/DjH/942m0H/H079thj8e///u+1eXdZlrjiiitw3HHHJb5I/u3f/g2rV68eevAvZI8++mjyxZpjYmICjz76aGf7Hn30UYyPNxfs07Wm/PS3Le2wen7/+98DQKdfjFFxyimnJM/SgQceCOccTjnllDqsKAo8/elPz953asPvfve7GbdFoVAoFNs2VM9TPa8Lqud5qJ6n2Jqxdu3a5MgtJZcoyxKf+cxnsG7dOqxYsWKj616zZg122GGHaefTZZWKLRK//e1vsXbt2pHNdvfYY4/k/Fe/+hUA75eAY2xsDH/yJ39Sx++xxx5405vehA996EP4t3/7Nzz3uc/Fi170IrzsZS+rFaq/+Zu/wcc//nG88pWvxP/3//1/eN7znoe//Mu/xF/91V81FBiOUfL97Gc/w49+9CMsXbo0W8b9998PAPh//+//wVqLffbZZ6TrMQxt1wcAnvjEJzZ22pmYmGi0ccmSJXjggQeG1nX77bfj7W9/O66//nqsXbs2ieP+PqaLE088EVdccQW+/vWv46CDDsJXvvIV3HfffXj5y1+epPuzP/uzaZc9b9681nXq69evTxTBtvy5AWD9+vV1PP/blnZYPQS3Cfw/7Lbbbsk5Pf+77rprIzx336kNm9NZrGIWoMsqFQrFJoDqeR6q57VD9bwI1fMUs4ZNqOfJZ+sd73hH1k8eANx2221YsWIF1q9fj4ULF+Lqq6/eaHn485//HB/72Memv6QSSo4pthGMOrjk8MEPfhAnn3wyPve5z+HLX/4yzjjjDJx33nn49re/jV122QXz5s3D1772NXz1q1/FF77wBXzpS1/CFVdcgUMPPRRf/vKXky+Zsk3D8lVVhSc/+cn40Ic+lC1DCpXNhbY+DsODDz6Igw8+GIsWLcI555yD5cuXY2JiAt///vfx1re+dVpfaCWOOOII7LTTTvj0pz+Ngw46CJ/+9KexbNkyHHbYYUm63/72tyP5oli4cGHt/+Lxj388yrLE/fffjx133LFOMzk5id///vfYeeedO8t6/OMf33B4CwD33HMPANT5H//4xyfhMu2wev7oj/4IAEZSXgltClbbPc6F58qgNjzucY8buS2KrRAFZq45DDZFQxQKxVyC6nmPLVTP81A9r70M1fPmCDahnnfnnXcmfvlyFpSEvffeG7feeivWrFmDq666CieddBJuvPHGaRNkd911F4488kgcf/zxOPXUU6fddF1WqdgisXTpUixatAg/+MEPNir/7rvvDgD4yU9+koRPTk7il7/8ZR1PePKTn4y3v/3t+NrXvoavf/3ruOuuu3DRRRfV8dZaPO95z8OHPvQh/PCHP8S5556L66+/vjaHb8OwfMuXL8cf/vAHPO95z8Nhhx3WOOiL3/Lly1FVFX74wx921jfq15y260Nh8vpsLG644Qb8/ve/xyc/+Un8/d//PY455hgcdthhWfPw6X6JKooCf/u3f4urrroKDzzwAK655hqccMIJjUH+Gc94Bh7/+McPPfjXhac+9akA/LIEju9+97uoqqqOb8NTn/pU/PSnP218Qf3Od76TlL/ffvuh1+s16pmcnMStt946tJ4nPvGJAIBf/vKX2fiHHnqoEUZfqTc1qA1PetKTHpPyFQqFQrHtQPU81fOGQfU81fMUWzdo90k6usixsbEx7LnnnjjggANw3nnn4SlPeQouuOCCadV3991348///M/x7Gc/G5dccslGtVnJMcUWCWstjjvuOHz+859vDCjAcPPiww47DGNjY/joRz+apP3EJz6BNWvW4Oijjwbg10IPBqkZw5Of/GRYa2sT6D/84Q+N8mkw61o7PUq+v/7rv8Zdd92F//N//k8j7aOPPlrvyHTcccfBWotzzjmn8RWO92/BggWN7W1zePrTn44dd9wRF110UdKH6667Dj/60Y/q6zNTkALD2zg5OYkLL7ywkXbBggXTNr9/+ctfjgceeACvfvWr8fDDD2d3FtoYXxSHHnoodthhB6xcuTIpa+XKlZg/f35yfX73u9/hxz/+ceLL5K/+6q9QlmUimDds2IBLL70UBx54YP2lePHixTjssMPw6U9/OlFwPvWpT+Hhhx/G8ccf39n/P/7jP8auu+6afUcANLZ0v+6667B+/frHZBvu733ve1i8eDH23XffTV62YgtCbxMdCoViTkP1PNXzRoHqearnKWYZW4ieV1XVSD7KCHfddRcOOeQQHHDAAbj00ks7l8R3QVVUxRaL97znPfjyl7+Mgw8+uN7++p577sGVV16Jb3zjG8kW1BJLly7FmWeeibPPPhtHHnkkXvSiF+EnP/kJLrzwQjzjGc+oB9frr78er3vd63D88cfjT//0TzEYDPCpT30KRVHgxS9+MQDgnHPOwde+9jUcffTR2H333XH//ffjwgsvxC677ILnPOc5rW0YJd/LX/5yfPazn8Vpp52Gr371q/izP/szlGWJH//4x/jsZz+LVatW4elPfzr23HNP/OM//iPe9a534bnPfS7+8i//EuPj47j55pux884747zzzgPgt1leuXIl3v3ud2PPPffEjjvuWDt95ej3+3jve9+LV7ziFTj44INxwgkn1Ft8P+EJT8Ab3/jGjb1tCZ797GdjyZIlOOmkk3DGGWfAGINPfepT2UH7gAMOwBVXXIE3velNeMYznoGFCxfihS98YWf5T3va07DffvvVDm9zW11vrC+Kd73rXTj99NNx/PHH44gjjsDXv/51fPrTn8a5556bOHj853/+Z5x99tn46le/ikMOOQSAd3J6/PHH48wzz8T999+PPffcE5dddhnuuOMOfOITn0jqOvfcc/HsZz+7fs5/85vf4IMf/CAOP/xwHHnkkUPbeuyxx+Lqq6+Gc67xVfZHP/oRXvCCF+BFL3oR7r77blxwwQVYvHgxbrrpJvz7v/87TjjhhGlfmzasXr0aL3zhC9UXxbaOIhwzLUOhUMx5qJ6nep7qearnKbYwbAY978wzz8RRRx2F3XbbDQ899BAuv/xy3HDDDVi1ahUA4N5778W9996Ln//85wC8f7LtttsOu+22G3bYYYeaGNt9993xgQ98AL/97W/rspctWza9xkx7f0uFYhbxq1/9yp144olu6dKlbnx83P3Jn/yJO/30092GDRucc3F74tw24M75Lb2f+MQnun6/73baaSf3mte8Jtn+9Re/+IX7u7/7O7d8+XI3MTHhdthhB/fnf/7n7itf+Uqd5r/+67/cscce63beeWc3Njbmdt55Z3fCCSe4n/70p51tHzXf5OSke+973+v23XdfNz4+7pYsWeIOOOAAd/bZZze2wP3Xf/1X97SnPa1Od/DBB7vVq1fX8ffee687+uij3XbbbecA1Fsxyy2+CVdccUVd3g477OBe+tKXut/85jdJmpNOOsktWLCg0b93vOMdbhQR8s1vftM961nPcvPmzXM777yze8tb3uJWrVrVaM/DDz/s/vZv/9Ztv/32DsDI232/733vcwDce97znpHSTweXXHKJ23vvvd3Y2Jhbvny5+/CHP5xsg+1cvA7y2j766KPuzW9+s1u2bJkbHx93z3jGM9yXvvSlbD1f//rX3bOf/Ww3MTHhli5d6k4//XS3du3akdr4/e9/3wFobBMPwL3pTW9yxx9/vJs3b557/OMf7/75n//ZXXTRRW7+/Pnula98pXOu/R2ifskt6nPPw49+9CMHIHlvFNsW6i2+z4Zz753ZsebsmW/xrVAotg2onqd63jConqd6nuKxx+bU8/7u7/7O7b777m5sbMwtXbrUPe95z3Nf/vKX63h6VuVx6aWXOufiM547pgvj3GNgd6lQKBSzhAsuuABvfOMbcccddzR24pkreN7znoedd94Zn/rUp+owY0znrjCbEm94wxvwta99Dd/73vf0i+I2irVr12Lx4sVYcy6waGKGZa0HFv+j38WMO2pVKBQKhUJC9TzV8xSPPVTP81CfYwqFYquFcw6f+MQncPDBB89ZhQnwS1OuuOKKeuv22cTvf/97fPzjH8e73/1uVZjmArYQXxQKhUKh2Pahep6H6nmKWcMc1/O24qYrFIq5inXr1uE///M/8dWvfhW33XYbPve5z23uJm1WHHjggZicnNwsdf/RH/0RHn744c1St0KhUCgUim0PquelUD1PoZgdKDmmUCi2Ovz2t7/F3/7t32L77bfH2972NrzoRS/a3E1SKOYGLGbuqFVt1hUKhULRAdXzFIrNhDmu5yk5plAotjo84QlPeEy2qd6WoNdH8ZhgU5jLq+ahUCgUig6onjccen0UjwnmuJ63FfN6CoVCoVAoFAqFQqFQKBQKxcywFfN6CoVCoVAoZhVz/IuiQqFQKBQKxTaLOa7nbcVNn11UVYW7774b2223ne7UoVAoFIotAs45PPTQQ9h5551h7SwYgxeYuS+KmeZXKB4DqJ6nUCgUii0NqufNLpQcGxF33303dt11183dDIVCoVAoGrjzzjuxyy67bO5mKBRbLVTPUygUCsWWCtXzZgdKjo2I7bbbzv844YvA+ALvrY0O+sBI5/S7CHEFCzMiPZ3z8goRZ1iYFWVTXrDfxgG9cBgX8jgYUwHGwVjAFAMURQVjKxjrYE0FYxxs+O3PKxSmhIWDRQWDKvwuYeBQoIJBiaIO92kK+DxFODeZ+KLO5899eQMUKNELcaaOH6CHAXrh3If7NL4unod+D+owG877mEQ/hNs6vEQfU+i5ULcboKh8fDFZoSgBMwXYScBuADAFoAQwGX4Pwm+Km2R/Hw3hg/CXflP4+nA84vMMpoD1k8C69cDDIWpDqK4Uv6twuHBU7Fmt2Llj6cDS87TSnafLpJPhW4ILUP7Yy2/8PA4iXVsYf5WA+IoBzdeMv44TiB9Z+uF8AsDiApgYB8bHAdMDMA5gfvhLicbhpfC88HechfdZfD+k6YfzsVBhD3B9oJoHuB5Q9YCyD5RFgcpYDEyB0vg3Ycr0MIXx8OTTm1VgA8ZQoocKvfqNHrA3yIU31L+B8Y1z9Vvk37pB/VYXdR305tGbn0oAG8q3QUKY+i9/Q13I42AwqKWGTcJJMpTOl+ecRVkZVM7COYOq8mHOGQxKC1cWQOnPnTNARQcAZ4CBBUqTvmT8RauQvoilSOMycSXLy19ImT73cjuRt2RxG9YBV7wgjlGPNea4ub1i2wW9Q3t98b3oLRiD8dIENrx4RS2ZSAJFqeUlkAt5vLRDItWqMI5ULF8sxwa9CaystEySmo6Vnaalg+KpfGTaF+v00tzUbXRJfywGQR2NbbRJ/WXdL5La8dogpEXM4ypY52CrWJdxzoc5B9DvIF9NkIOGyUQTZJ+RMhNoyk6pDPHfXJmp4PUzqeRIOZw7IM6pXsPiZZqccibToSVNl5Im8xMqkUb+luU4NBWr6YCXPdNyckqeLJv/lUpe7m9bntz8LJev65Dtk/M5Wa9UQtvS8vmhbGNOieVzVJnWAq5gv03zt7PhKOClgTGoTPxbwQIWqEyQNKZ+o9mBoNMZVEHSVEy6OPaX9EOuA3IJytPl9EcukYF09tkuuaP0HDDpncbHcrgkLUV+LkVjG2yjz6lU5n3qZSV/BYPBuvX4fy94q+p5s4StuOmzi9rEfrc/A+YvagoqI/7yOE5mdaWl8x4Lp7gcOSYJujouEGOFAwpPfsE6mPp3BdurYIoSRVHC2iocDtaWKGyJIhBkFiV6houVEnFqHeIb5wMQ6RWnsqS0TdUkVw9TYfpdJuc2EFZ+mj1AvybNBmEKTn8juebzDjzRVU/JB0ncOCZDuYM67Rgm0YNFgQITbj36VUGXDb1Jh2LKwW4AikcBM4lIhD2KSIxNwbNZPI5ILyLBZPxaeBJkLfzgX/j57top4MGQfE3IOggH/S7Z37b5cyV+Sz3LINWfunS/XNpNoTttLLiuJPUHimvwxeJoKyOjP2R/B14KBfxtJM6qB2ARgIUAllhgOwvMH4cns8ZC5LyQaTELnwdPnE2E3/MQybSxED4fkRijsECilfOAatwTY4MJi7KwKE2BgS0waXqYMuMo0cMGjNVvBr0FPqyHKYx5Eq2mogvxVkW6eRDesBI2kGg9FlbUv4kwK9mbHtNHirtikoJLjzJIixJxGlcJCZSQca5A5UIbK4uqKsLhCbKytOhVFuWgB1daoDIwlYUrDVBZuMoAAwOUgRwjAixHXpXifJCJ5ySWLIv/lWW1pZXMeAXg0bX+WZ+tZWD08M+0DIViCwO9Q4v+bD/0Fs2rp0IkqQzokwKXWE1yKqbnHxYrFsY/MMaPfukHQF4+fSRsSr+07lK0iz55pFM03y/qR9TBmgeffvKPn7k+xw+OKbkmroOrULgKxllYV8FWVU2MWVf577mVg60AUwI2yDvDZLAJsrAmzIjU4rKRy9CczG2Trbk0bR8s2sguUsDog0gb0SYJujZFqy1tLk9XORDpZB75d2OHlBzpNtPhKUdODYvPEVG5MnIklFQkcyRbm4LI01MZRSa+S/GUBhBc+ZRzv9zcMpc+Mz914bdj8S4QZM4CVYirrEFlPAFW0u/wt4L1ZJkhU4kmKUSzQ/4BNJVcdM7JMTmDtIFks8nH2qqWUlEqleBSN3w8TaRZWnf88Et5uNkH70NaH5eoqfSOBBvvC5fCXFJHPdlk655a+6h/7FTPmxUoOTZdyOey7cuLTFMhXu3cV4O2MnPxo7bPAXAGDq4mBGRiB8C/awY0+hreBmNEPiOqkeex0V4I8Li0JP/SV7ChdbxMV5frGroBb1H8NkFfZEkP8HXbEEc18K8PCOkBAwODgSu8eAwVOuuiUpZ2N3aHD4B0SCXKwJMYG1gZNPAx5WkwBTgX59kWnnf7NYAH0JwTS8IrR47J+NzBMSyO/lbY/JAf9nJxEPE5fUjqJGC/c3oQlS/1jccB2AOMJ6mCzj0FFGMhIz0PfNDgg5AT6XIKHqVhXwgNwkSBsX/OoFYWqACLKtw/y94DX4JDFQZlV78rFi68gfF9jNeuAn0JTJ8N/v6m76ur28PjTJI3vdKxf02pk/5yjl0oF19FwMu42ANb18d75OpAushGNqMbvMK2eM4q099RXiY5cckLdIVCsclRZaVRqhY0R8v0NY8WBUWQwdJrjKllrRQ7qaSO0teEf+0sBtVPEi9K5nyf8nP2Zk8dTNCwuH0IL4v62JSyJinJJ3dwXvkBYJxrKCBcJ6XfdftzhBBXkOTFaMtHna5Emi5iCZlweSn4gzBK/rY0uTJk23h9QFp3LixXvkw/XeSUx40tM5cnV4ZUBHN6U65sHsefgVz9Xdcy11b5krfNI3IgJbtg523Kblt9hApR92i7HpXXkZyJ0aQKGdSvJmBcSGOSfhuT6oguyCWXufExnqQkvxExnYULUiTtouwASUPHpCHqGmQ6alOM4xLX18mlXGyjYRcvhsfQKCqkjslbTfXLPvF2qnK3JUDJsZmCD6zI/OW/JUHWJsDzsqJZL//NJsWtg2yQfIazPc6gcgaF9a+6bRtEmCYiP0xIWks2Iqp8JDJ5asPyxbIcIi0W6zINQeIyR+w2iUOT1ZWi6katMYArfHvdwH+x9JcINHE2DpHMmGKV1bNwpMtrjQiHCGckiTH+sMbX4wDcD+DvEXk1xZaLcQCXAdgO4VaH+11/6JGMGj18RSbMIOWIpGLVj+HOof7KZwCYQQXX68M5/8nPmVRjku9BJF3l51J6p1zyXnXp+PSmucbD7sJrYpO8pn7PU4nhW+NQJnEGXO6YXGtEo4zxL61zFhUnz3JKl2M/6KUn2ScJrDbdRZLjcsIhCbK8YAqNB79Q+WU6wxTmxwJz3NxeMZcgSSRCU/qYhhxLz0woD0hJp/gKR+ERVTpOJvGS5BTKJWlTSIFRCs0nxvGPmTlVkvQ9F/oR06aanW9fSpDFGHmFwqTWRGFYTzmNi7oXb5RsHB8YhslU/rttWaOsK1dGV14Kk/J62Jy3qw1tcbm8XQO1HJOGtWc640tbeXIs3JRom7PweNnfNr2qa77Fy8mlG5Z3WNiwvG33l5CzXOPzwlwbXJxr8HBHugpoBkaaYDjnbTIiM3LEWFtnab7HJSjqetIPq2meeJZSbc30ACfk+IshPznE+Sj1IXaQSybeK5JxFVPsDBz7RZI1/cTBy8yLM655z7aShzmv523FTd+CIUkvHkZCR6ZpakDTE55daZ2BM85/GQDj112Iq4DKOBQ9BxeD6/L95DqugM51OFULeecsUBu48jQAKYr0daBKSopCKkVcq+2SzsvvBGlZflGCgw3LOk0oo0SBwvkpuKnCqFA5hDl1QlIYacJcwBNkcgDjPuYoTynyxQ57omPSZ60A9ArADHyWB+CJsdcC2BlxTMxZi0k9isdJPS73Gyx9Lpzi+N/NBTn2S7RZleXy8VtqWvK3Lbek/HcDuBDA7wE8AUAvPC8lPRtEqNIyO4O4fLoSYZSeg1/wNpM2g9rFIOD9uJiKfA2iNt2m978CwuJl7z+MBmRPSvFrRjHxCjQtwFIRh1A+fxarWlXgKgJNtejzZqxVppLgLXGOXRSSYY5OHVzNIPp4E0zJWqeU/PrSvaF7MGxC4UVeO+hCcUJdik4Lb35IaHsheVtnC3N8FyPFXICUU02QNIsGHjS9SqdFXA+xybmcY/Lpn1+c06yTt5ATZDlJxuU1kXzcWt7VsbxPvD35ebVh/3eh+Sk0nyoKN+doAs4sNaIaKVrQgmHymTrVJU/blCA+oA0rR9Y3rJ1GhA8rl7djWL2y7NyNHVbfMMhrIWf7Dvl6u9A2P5LKm0y/schPb5r15fogr3UuXl5v0xLH0/B5iAQJn65nUcbl6pHPKOuzC29jem9doyxaZdBsQrd1q69DmrZxVIgfW+UH0tgsW7eVSK+on7rGha/gknWrsj2pfkkyqv1DsalnunTefGhMks+x1kXJGxFzpOuvZg1zXM9TcmxjId81/sa0Cby2wVYK2zZBmAO3UpLtquswQGWiyawRTTOmXlpZy08XGmcc4PzUtTDtyiJZerWLGS4MYnhUzuKssGlM26wr1hlFV1W3XwooLuYKuGDyRepvXBwQlDLjYA0TgiSbpEUYH3QKROWNE2DSUoRATtapnD7Qn4An22x0f0HYGZ50aXN7wf2POaTzeL7MUqrb3CWGFPpydQGPm6ketSkgB8m2cB7PDbRkWNGS34o46epBvuLk/gQG6FnAjiP1O0GkGH/s+fjHFR7KU4SCx5oNMxaQK1Hoaa5giO9FZUgJ4e01LAenv+P/8b1Kp2B8apU+e+lyzXiNYyi9p3EKlL+b8utdDpUj64LYCiK2XbgRzkX5x3tXk2aVQfRIS4IyuaDDSS8OTnpyTOdcKqwSXQqxQqGYEUzyq21myXWbuEjIZP5SPESYLJUc90fpGvM4cInbzBl1MMPaE60XbNKCWuNBU/AYSCmc9mk0PS3WHfpJSyfhAOdgXHTlEVTQ8DfIa1aBAWrn/C0Vpom74kaRrW3hOWVIHrJuGe7EX/m7DbKcdEAdDjlmDBs/Rp2TDxvXeLhUwLrKzN3H3L3bVNxBW528jq62516lUerLztsy5XWhzXKsq17WTOf83zKoQg7+rwkvpTNhZZEhdbWCc9b/NQUry7XMxbqR76ZJLn86yyTpFvVENotLynWsBL4gvFl/mwFIXPAeJWuq+VeiXbztUZuWM5XhiFdQFb3ZhJJjM4UcnLqe/dxMOieI/QwzHcjaBmCpjcnflMjRXz8hJCHn62cSmrfRUBhx8t0XwjQ6x8VJU1LbJF5eFNo3SSqHcRLP8/hvE955Ydzng+eMX2JLFOjVyxsqwBSonENlLaqqh4FzMG6AwtWz67g0ziC1/JJkGcX3kRIixLD0ENdICma+ZE5nbRqVPF65+yB1trYxuuvx29rm2SOO+9n08ra15eNx0n0E17H5/emxRBWi0gHAr72kTHSTDVLGjW9/KZ8rnpcZSxkgVGZQOf8Fa2B6cLaAM/7wdgsVXO32uUCcaFUhPr6vPsYienLg72KboONXMf83tUyLHTR1/vQp7FKsjCiDyzFPGIayeRMMwnLLcJJU56JWOEzmdh2SGGt7aXMvak4Zz6XZXC/rHDe3VyhSRMmVkk/Nv1x8p0hla7qchk8zuZyLabjqR6XIKWK7FM0JuZz+IK3h4jiRH2/TaW3dj7AjZd0TF9P6JV4u9fMaiqCPG8m1k4NvTvnJz3WHoy2NGEs603bVPaxduXFlWH2yLJluY8aMthvcdo27+pW7R6NxBN3gZQ6bY3WhrZ9tSmLb89dWv3wlhrVtlPZ3PU9SNepqE4KuKupL5mDEWJs4q3Pw77Qv1qEyUVKlEiqdkfnDwDG9U35UjZKvuRi7DakemdaZhuduQtRFnWhDrlwj4psLQamkthnZaA+ozD0rmON63lbc9M2MnDDOaz0eLcKoM90obcgNnI0E1NZgruIcKueNSh3i1wCfI7fMyIX45tponkby5PyyeEe0zRXU6ZcALqiqYKbLHc9yYcX7xwmzuDsKEWLe9TgQF4LZegln/a3BeN9rzhg4a2GrIPyMgbHeCWV2kxCDeM+lT6AxRM/6HNJ8Kyh+A8BbAflVcCNbtXbNk4eN2/xvLl9XmVsihg019Iq26beZJ7/+K1/5nG5HPGjlUPunqwAU0qcYWGY6LOKySt4AytMiW1zIa6z/bQG/FDpsplGZuMU02ViW4SqkKoKPAyrELbUtKtgkRfw+Z+vffNtpgxJAkXSjgmHX2SQ+GqSLLq6E8Fob/aZQw+j15ObE0hqSw18YoOGHLPw24rxTzrZgmEaT05WGpcudzzbmuNKkUBCidIkfEG0tJKL9tknCY950+lUl5fEFQkBThqE+by6PjOl9GjJU5lPQ9oOkupfSvBwX2tm8Cs2Pp6SZxVb6SbRczpn0z4QxSspOrsZCiMthclbK1jaTePrL3Ry0KUdySOJDiEyT09M3VobLOqWCBxHP2yLbJ+NydXQpidNJL4fYrna31SGv8TBI3mNUtLVd/p5uOUDej+ywMuka5RTQXFn8yJUlw5nK4/hzmsnbrN7Vn1xTv18m+1jE374hzebI0mnm52eQpH0acHKu2VHurzY2P873bDhL/YQlGmJLW3OfLehzhq1lW/wATDMOMGkuH6godbuwMY/yjDDH9bxRF+8pOKYz0MQ3uL0Mni/qWcMHWJm/IWz5ixjULuP/C6slg7IiGwxPEsHUc0ep0qUrsVH/hnj9pZz2wpSLoBwTQMpcnMBTCX7qbthkXAphUiFt0r4owPx5WU/euYoaW1bCAMYvsSQLH8evO1n9kAVP7h4YeOEwhvR+8QFyzB/OhKWUNmaXu05S9vRKxfS5dLklgDnRzM9z4RBp2uqbDbS9UkBzlXEunzynV66NiOwalGQbEoMh4+/nZAW4Pvy9lo3kN7CXiePvO7c+lB0pEDZ08F/u+NJHMnEn8op2sIxVV8nAXSUPaLOvXqng71ZUVcivTlSSqBXxLDcpknan8XVJlwallqPyjrpablW0LIcVaLiS6SzYFpbhb+ZO5+RrWxwdfNdQmZ7/lXE5pbVrrOFtUCgUmxSjTEbiFEpOmSIBlPpadZn8uTppckjhcnrp6rJNGBzyWweQpDd1zlF7xSeTvHWm8YtP8Hh+qX36H/XOd7y9zFLXSbkXjkZZbehSXrqc9ddt6UjTJcOp7o1p17D6c8PdKOXkzrv6P52xhLdzlGva1pZR2zPdOkbNJ9E2dneVPxPmok2/4PHD2jBK/AgwlnVFlsff2zqu6Vajqd/JhduplKOQdGOmnEVq3nEP5U/VvaYPr9Twg6Rms3t8nihbwDdSScvOq29x1prK4Pxt2hihonissBXzelsAcqN1G1sxSll88tY2++dlyzfSwZusFEKbqNvlogJC4qOu19SHCxYnwd4dJN7ygiky+BWKei16Mg9FnNwaoKWcVBWk/yvQ5rrUZsDUYTTJ9/x/VZfugsufAt7xYsxPVmjkEoh/Ua2dsTkHgwKlcbBm4AWoBQz5FaMOF0jNu3qIcpCnixcokiCEAnB9wPSAovDH2BgwsR5Yz4rmj5p8xPgjE5qahPN8o2zkxNPKxzD3iM7W3Fy+bnJAzK1w5eDXqKnWxyO35LKrTTwPcWALC6DoAdYC/b5XOtAHwiOZZqoQl+HSQSRYX1SS2RnAFOkrXJkC1gX3WAag5YNSiWk+H9FKjE+l6N1ywQbTH9EyLDU/t+L6x6cj9VUWUTFlhA5PDFtUgTGMEiFFlC1ebtVrWB0AZ+NFCZfBOReWBlDTwmxMPuRoiRtFvqeaYnvarheH+pB78Tc3upjk6ZShUGzBGG3Oa8QvEtRllEvJlIz+J8lF4S477kR3EVUQ/+lngTgZzWtVafrobWf4TJ9v3RSnt6kYckLUpR7PeA+ojzAGxhqvp7Jr4dXMUJtPhrCPTBzCeBZ5EcDi2iB3JcopCFL3bis/J49zZAIPk+NCLl3XbemKazvPKW8yLlcub+Oo406ujbKctnEsF5Y+5Pl0PH7Yy5orp2tszsXlng8ZL9vG08lzI35L5J6Ttva1PV+5suT1CufZbjkqks3hTKZ7Bn6lDdLbki7uzluYkvwgb4vc+IE316AKOmFaQiTxY8ek/hmlsRW3iUtqiHKM6AtJ+Co434/rMdoRpW8qtnIPcx4O0dn/rGGO63lKjs0E8o2hMCnEZB6OdCbZnTZXt0xXT55Fw4KHaloaKIVfGmDqNqWyOU+SceHmz2kBZdq5qORxIUT/cxeHcTtzXir/ltC0RYlOwIkEsyxv7DUprn6nShsotLpMZ2AdABcWZBoD2uvYkbAYhGvD73MPcQmlYVVRd8YQd7YsUe9QiSKUE0iUyUf9reuH2yfH0GE6Ww5telWX7kPNz+1KOV2d6bFA2yvT9Tp15SO0LbkcpmtwFPCkmDGepy768BeLnp8C3vcYmS1zP2R04eUEgA9SBnGrbRbuAAxQ+J0bHb1J6ehEyyVjD1JTNf/ucM85Xplo6y3VQhZp1A566iiEywc6j05RU+dqqU0E98DTfOK4nSopaHByi+5AiLmovCUiz2TuNJehxuSX4oyiPPMLlQvn8XzyViHuskHlyjFlc72Ac9zcXrHtw8tSCwuDftg2NlWT4kvIx0N6xeMiI/5Rgsu/KBA49cS1HSKbTOMzVTqF4y1qamYSKdmVhnR/tkxt+HkM/Tb1yME1NZL98Tq56KLCMV2QdpUJP9tHnbrCbvD43M7ABCeOXDny0vN0UjbnCApJzPE2daFt/iCVv2HzjLZ2ttWZ3uTRys+VkZsftZXZNZ7m2sXDZLmj8AgbwzXIsT9Xv6yja27XpUvklE9SnMgnTlcfhim7sp4WOPovpKt3ARc6qsncrDi7M+xftxrkkjMqLV4Mv9KB9gcmSZvvSDSjiJKWtMy4JoEv7+TSKspisPxpXbHMKOObqxzSVUwc7UKHdpOnOovZVvjmuJ63FfN6mwldExMuF+R2gXIA5kJRDkT8d9skK1cvr79NARDJoz6SjvbD5G76wqeCgibYkv33L3xRT9jTZZHRYDUKUp+KlnCl7UlVOS6M+CS7bHg1j6WTBUxsK+CMA5z1PpusRWlt7aqN33vD/UPx+T2B4scQCZEJRCKkx/IHq6JiwlsbFTb2Kfa2/X7w+ymNi3iaXHnDxC2/csPSPVboug7yNcrFtcV3ga5l1+sm0/J6rQlWgPMBMwZPhlLi8fCbiDFadkuWYrRc17BwegbDsxYnF+GPBaoCQFHA2fAuOdRWoNH7ni+cu9inKRItWfbFegsxItL4eyz/0vQN9Xl80/x75V+OWB+F+zoM0vfX1XHpEsr80srmvZDyjOqtHPzulCzapEmRZAJSM8JR0KX1yYeTH7kxQubtUrIVCsUmgxe7rt64ZxI9TKGHSOVEWdf1CqYSsblXZJS4XELyFCQN84smeelyepoTGU785h8shtk/tE3kmlM/K+JFOwz7SEu/jeAYRpFrnIDpGtxzxBTP3yZzZSd4Pvory5Pt4/l5GSU7l/W3nefqny7aHoiuvre1S4KnGzaPacsv+80xyj3oatMo9Q472soedbnusLoJw/QN/uzKstvamyvTDEnigipqgu7kQqCBtwA1qF31uNoRv0vKS7uVNip9dUmKuEZ6/tenp+3aXKJ7ygvqpW7FzlOh0TZlti2T9rQd/sbzfTJR19oUSNJUg48OVH4Fgyn0MAg6cw9l2D5LMdvYinm9zQgpmHKDSapDNc9lWp4u/553l0Mw4T/n0t0UZTsdD8pQJQ6onIExJvofa4g2l4iAtsmsbDCRUc0FWOSEltwkcqUy3eMubQX1hQiAKmlLCZt15SR9MQEOKAoMjIMZVPX3CecM0HfRmoO6wncUJDKMrjlnV3haIsVoR8v14bwEjAV6faAY+O2UwxhU3yHOj5QgGziIe9D+2ICl5R9S+R3ij5fgX5J0Xfk2JdrKNEjbktPF+LWTeYf1L1d3fBrTWywHrhKAKQBbeAuy+r7TX8rEn4VCVACWjsdRfsPS9ADXA1BYOOs8UWYNqp6FMS55F+Jzn25wUYYllXHZZCS5h2m3/p0lAozycaK6KRtQv3OyLCB66Wma1sdU8a7wdBVbHs7TACa8P1E9yvbIITjqb+1u2gT+sHRZAkjtS8pzHjdsp8u2l3u2MMe/KCrmAiLdY2DQDxIyN2akI4pLfqd2CQ4k9+ISnubevbJEQnPS1WwFTS2jHb3sVYqoKfHxLto/8L9xcGo65Jd2/amuGHPzqaA14Rdz0i8XPjj2O9uZnA7Of0tirE1BysVDxOX+tsW3lZkjUXJtaENXG3NlyTK78nahazyS4aM8eF31b4wSmaoEMSxXb+716ZrPDauHx8kd7HmeYXNGhPzNVYPNdsr72RaeU2Lpb6afjdvC0tFKHG+ET5ok2TM5RG+zfKFhOmNw7H9ZX7QBa2p6+dcrypUYLpcupmlTqdj0qRjzpssgm/XEUmMr5KSPh8uDx/OzCj0MmC6eflSeVcxxPW8rbvoWgBwr0Cao0neyfWDOvTddAlm2R2Ygm1IY8K+UFOYcUSxpW6LxaSiN0osGtllxROuP/MI87isMcKDd7JqmqKk1mg3qnOwp5aUlYQ6xDRV6cChB+/DZ+qIY1pbATqGEswZl36A3AOC8c29jHWwgMZJVWH345ZRk6kykV4nUF9kU4nMxBuARRLJkKqSzwU9VASyeAB5ZD5hw+e4ISbiT/ooducdJrtJCJh5oz88f49zjnAt/rMAvee4riuSVZBzla0sny5eDIs8nyzEA7g5pCwBLen6JrC0A02eFkt8xC/8McCVKEqp9pMQZLcVkForOAKYH71oL4cudBcoCKAtv/SgJqfjMm9qarArfp1wwZaR3MjelSS3I4jJNaVmWWn6lV9o/s4UIjX7G2uVJU7moJVqYSNXaW91CJGlrQs7ESViSXD7Ew/SRYQ99TtZ3fWWWL1xugtOlrc0GRt1Gd1gZCsUWjXSKRfLQ1a4ZUIe0l9CMy0my+JrLpZV8B8vcpEtOF31Y04ujVDFJQ4p6Hl9wbhp/o7ZHHzF5G2IpYPli3+RkmT7TxLy8EwbJwniHeilXmq7ld1dYG7hS05VmuuE5+S/j5e9R4mVbc3MJHk4DbFtbR513d12fWZ67ZyHnUDxM/p1OGbk0EvJBluN1ri08r0PknnPjY67sHNr6L+vK9DP7mLBn2BnAOE9s+1ljFQwoekkGkkPS5sl3r6mLtt8ak/1LUiPdITPWzV+7KGP5S0MXm8oBDPiH5FTqS52UdEnyYJ16K2tuHGAyPYstjjpzfqlCbOOsYo7reUqOTRdysJIsAX/DiYMpRF4C9wifYyJyrEPngJ+b2bm0vSymfvGrYB3mDNtJiLKbJHsFtiMcE1BNMqvZhZqnQyps0kl1ewfJYTiJkbj0nhztR6sYLkx83Z6Mq1AEq6uK1eVvQIkCVfhC7ACUhUFRBeufMIk2nMQg5+pkMTaJKPPJBxkQl8mB5ZsI5+Pw1mOhTNsHxgrAjgHzS+BPBgBK4OLWq6LYUjAB4I/HgHk9YKLnic7k3tN9Hwt/+UcmblHWR0qWFYjLc5leYSyClRiYxRjgrKl3rEzdOHuUIEuxAk7E8WlbibjTZVwi7d8Zmta0+SPjFJtUFKpa6IGVLWm4KCPyR0jjQhm1tZgBXCjFIcg0f6CKfnxYh5mgMhuv4OcmMnJCQ0JwWD4elyuva8KlUChmjPQ1JGnEQfI1akD5V7RJFDVf2zhJTImxJlvSRsRRTJTGXLGMBBaXspbVLftMPYw9dSLcoCmqYl0OkQIr6nZEye0MYCrABllt5F9EUVwvu8zJydwFzfGGXbKy6kgjZa1BKsNlHTnZTB0ZxceYLIvyyblAm6rvxHmundNpgyx/awC/Brm4rnAnznNfUdvK7qpb3pdhBFauHJmGk2g8Ts4npYqWqyuE0X5GUkWiqSCvwrpgZO8QVihEiZfal1pRVvqiuLqRUdakVqup3hYfc5JlUf6m0sMfcZ7KJV1skyyby0i5mD1KQr49Ab9c9PGAE2xNsUCqoA+zrBz6YBE3Dmh75RWPLZQc21hI4dYlLLmhkszD35o2gcklkhywOo+mpHOVAQIRlhiNJu0IE8paTNFyRxOsUUrWgFTMRZUwJcKiAhhTlEGI9li34rbkNtQqOfdolQIUqOrWkT0Yp7xiH7h6CCCQZESGmWAgDFaf72tlgMpVdFkieUHEJl/6Rn+Dw34UAOaF31NI2cGxkG48HOHCFANgYgGw4WFgYgzY0wBfKr1l0mTISlVQNS5TPD12ZJRm4EkRztdRs2wIp7tqWX4qi8dRnZbFOUQ+MLcvQe4x5+O/TEN102aNJVJhRZefb5LMP1KQv1KqY4zVRdePQFwU6RrSxZdDdAsmz+mazwOwrAD+NJBiExNAsSAUTvd4HtKllGPhICuxecjvTsmJM75Msx/75K+ZQ1lY0K6r3vw9Tm2q8M7JJZD+XjSttWg5MyfRqiRvU8HgVp5ceNFXuzJJk06qmvMJx/5xyUI1RjkFh8a5P0Kp9Z/QpipEOaAm1eqinb+G9X1wUTPMyeNhkxCZhkO+sLkJiRHnmxtz3Nxese2DT3bi9CfHSHh9yOsPcbLGRws+UeLjpxQbTTHBp1m+ZL6QCSItSXCv7xghN+XEVKqc1FbuGU32tdl/x37xqVw6WQQTtia2k0/G2XWgjY6ci79r+W1ia7IXkH5XIlwqF7nZ6jB0yXquzMiycnXmb3h7ubn4XD0b83cUzPa4kz6cTXTFSSWT35O2MVSOtV3t4GXl6gCadeTKyJXTVW9b3a7ltxQ0Ds1rw86TJnPDjVzdztQ+xnycEd1wMKbZCa7KxN/crjSd6TV1UlfnTiVjTtrlLnLzosoPr/IzrGtchDjv9YgbBCCJie2UymO0tc17E4s5+QYGXQ/9Y4A5rudtxU3fjOgSQvxcPssynXxvZfk5ocnjczvwJGlDRF0fk4IV4EzwKVYZoGBZkz74zAaAMc6nZ0IkqkVlY+4Y22DYyx2JNoA5wg+5vC+yeM6/GqTqH1mgFKGUmN4vFSMbs/xBXrvKWqX1rey7yboc5wwqa73pWFHBhJWXhizFuMMvA0+AENvED1pGSZoxLb0kQm0Cnq3p+8NUwPh8YKkDHnHAcgvsCe9QvAQw5SIJRRtgTsEboHGXZ3Tby3BUiPnG2Tk9SrTykz9OVBbpdpOs2SXLazP1UX7+cYtIKaqDL1MEa49DJKCIuOKcUQ/ABnbZ6ZHNGeYQn0n5iducQtwfQbqP42URb2VYWWTI1TeBiDPAvAJY3APmLwQsLYGkTRkoEzWAGDm6QPx54BdFWoxxciykdxZA7RvQeiupQJCVxmCAIrj1LFChqAd8eu9oKSNf0ljCBiKLriPFEzEt3yew8uKgz+MqxK94LulQfvCn2DJJnyozxvIJVPjhXFguzqdo8GGVgasQdq8kk1DEI2mDQ2AYU5k7zPnusIlPTv7nlNCcYivlfFs9jyXo+ZtpGQrFFop6gsekXXtaC9OxzDJ6YIwvsREvclNviuVIi7Ic+KeN2joL/FNhbK0kxGIdUVabRp6m9VhsE0QZbHc613RT4NOGUd3Ay+NQkIkJ6sPwv5nr1OhOOjfthvxw3SZ7efm5+rrkOW90Lk1O9ud8XXQhq/+LeNPyd5RyCaPkmQkkh9E2RxpWRtfcqm1+lgNXcGUbZZ1yAiSfP6FaNMJy7WpLJ9O09cWMkIYnNQiWYFGd4u1IJEHIUJmo6yXdT+qMel98bdKORDIqyiGONklJZZlGmnRuSSm5Qx9ZN+8jlZTKXD5Dai515Foqv1q8jFzfc+B6+mbBHNfz8rSlYvrITWKGTahcJlwOvrnw3ETJuHgkdeSktp/kwqGeKFZtX9qYUOOT4mZHbLDEak6aqTNctUqrSifM0RcS1xG4cElVwVgvwULulsnJNlJniQSg8Kq2kjH1ElMHTzpU1vhLyZdHcsaFMydkCcSX1ZGlDxEl44i7Fc5HuovlGGDGgf48YLwP7NAH5htgngXGLTDfAosLYEkBbG+AhQZYHIpZEIqiKhYA2A4+fjsA2wNYwtLSKr95ABYBWBh+zw/p54eyeNh2Ie88lm87dr5YpKFLQu1ZGA4eP8bqWQBgh1DGRDhfLNpGbVkU0tBGoFQv9Y/6ROVT3EIAfxTiF7HyKS1dk7q9BtjOAI8z/rovLPz9mAjHQgNsNw70xwAzj90EGmDms4tNcfJZ4csqOQOXvroxbTh3BeBs+JJHz2z4O3AFyEqL/IPFQV1O0XyaQbAUI1WHLM6kbzGfj0/JXOCMbRBt3MIsVRsoTzxvvt8OBgPQDpspopoT2mPCAYOa0AoyzTnAlSTrAE+Kcd8OLJ8El6c52T4MPE1uWQ0fA7qOLj1qs2lPs4eVK1di//33x6JFi7Bo0SKsWLEC1113HQDgD3/4A17/+tdj7733xrx587DbbrvhjDPOwJo1a5IyTPgYxI/PfOYzm6M7ii0e6Sy9jZTi6VP6iEAvb/OI0y9KGSd09BlB1punu7qsvdKU+V7wcYA+frg6pq3nqd6WCsWaoDOuocPVH0LJR4Ul+R37U6uzAFjj8jq0jM/psrm0XeXk4iRRIXV1g+425mf7zTRt6XLzhLZxqK0vubhR2zsdbMxYOaysrni0pOmqv63MYXXl+jVs7M6xKMPqzz0fuXa0tU2Gy/ciV2+VvnPpO2jSuQ78ssq0iPiO00qeXMPSTdea4BazBi75qJrLw6kwbkHWLfHSi0C1xfg0bZo6oQFZC1Kpnso9OvKuSID0ejgYJWg2I9RybLogxkYOhjnhJ3+TgDIiTy6Mn1M+bp5D4IKvMnHOR854jEjnfJxxDpE48+H1CqQwt0zmtAbBTNY3LspvvjyzqSA2Wfc0xjSWUMbD2355CzFvpOXtyixKlo5fjrQuT3aV4buu30slXb7nJ+4DGIyF1kyaPgpXwprwLaLywqwyQGUClUa+xrjlD5k8GTSd8jt4cmQdy0f+p6gxCxB9loVyjTdYw7gFehuAyUlgzHldcsp5S7JxC6yvvG7Zd74Isiaz7C8Q3aJx66xxpNZjDvVqvfpR58s3wfJS96nb8xCXfvZZuEG60rRgZdFeBlQWjd/U5nmIVmpGpOU+7SkP8YtUJ7WBG2SBtWtc9MOFOsmQr4foHmwMQC9syNAD0DNA6YB+AfTHATsPKMY9sVmTW+OhAM4SUsO5ZRlZmkmyjC4UJ8UaCkoklJ1zqKy3EBsYXxC3BouDNbccI598pITk9OX4FY5P4sgarAxX0dUEmm2kI6Ugr9rI+uhZyBFx8XfuKyAMe8crgNbu1At6XBB23CqMV0yKICH3cUPqe7klkTxtLt8o1gFy3inzD7NieyywGcztd9llF5x//vnYa6+94JzDZZddhmOPPRa33HILnHO4++678YEPfAD77LMPfvWrX+G0007D3Xffjauuuiop59JLL8WRRx5Zn2+//fYz7Ihi28RwOoyn5bkGMOjVkykj4tMpItdFouVC+87cYOlijdwvj1RHpX1XDOdjgIyjNtBYwSeqacnyU2U6hfXOKnxfSCW1rCwHB8tNVMJay7oPXOkAopWwBJeJknjgZu68TP6xgueROnOOyJDKUK5dcgzoSivztX007yqjrUzZb17PqGWMiq786YM5vJwmt+vRNdfiedvq4+G5ayOfhbZxfRS01S9/T8cyTZYln9O2NjaFQ9p/k/424X1FUJf8f15nMg5wxoVvh2mFMcgmzfYqq5cqFpE8c/XfSExxeVhlOp5KnChD47lJ8kVZbJJ6uGVXO5EW8zfnt/yXP5ppXK0np1Zswx8mT5A5DLAZLMh0WaVio5AbODMCJhm02xxOyHdfEmNSkPP667rDpK92PCWlugsTxDA9NV76kWDyJigOLnzFcyY6uaf8cVJNO0emYoDCi/qrgG8HLZWMzXaiZL8MsmClUZscSFkEaIe7uFwS4TwqlFFBjCLZt7pAGf43IT3vS4XoJak0BawLPTQFSrJK6QG9sozkWImU5JhCZIUGiNZi5MyK/IxRflqGSSTawpB+AzzL1PPL9ux6oLRAfwKopvzAVJbA5JQnyMYMUFaeHFuPSCTRo0PLHB3icsoNiBavZaiuRCTGHMszhvSjEy2NJGM3zhXzzTv5kkoqixNjRE5NIfoEA6KfNDK8k3VQ2+RmKlQ2kWMTiMtJiZei/JalA1Luib/OxFv1DFCEFba9whNiJlgF2rCBQjEP3mqMLMTG2G9q7BjrGGf5DIs3rEFkfUZ/KV3P1z+wQGl7KK0NPvJsQlilg7pl7wW9U363SlNXmmph9P7Rnjy0jUW0Jos+ycpAjHmSM0qWmrhDai0hnfXHZZ0E2eao9CTLNk28X14EpiqZcwWMM5FEq63MqBqH1GqMkWZtpNgo4PqbzCeV8rZy2yZB02nHpsZm2MXohS98YXJ+7rnnYuXKlfj2t7+NU045Bf/xH/9Rxy1fvhznnnsuXvayl2EwGKDXi2rO9ttvj2XLls2o6YptH6lew9Wz3CSFj7aGPdrSY2JuXt+0K+A2F/m5tZyupS2RpZPctXWKrtm/zF/WreMTWcP6Y7PT17QUwPiPq47a40BLK2kHPN47L58dBfmwnGP6ZmV5S1yJXFhOz5bnOb1/OmRErlzZzjbH/W19HjauSIwyHnXVl3tkRh2L2q5ZF4nU/YjyV6+9ztxcSoZ1Qc7XNrb/lJ+/hvwLMy+r6xrx38N0B36/5TNn0zSmApxNVSK/EZlBdBIYVtHA1H7HEilkIvnUvExxThbJdRMeeX/O55l5qZm7GNFEw3PhXTckmnREiRvLk8sg40fa2F5Xtze3cUqzpXGTAq4U5tuWSvQ4W551ekx3q1RMC1K4yPXoFDeq8OdlcIEp/+aOYW3iNq89lySlH/w1p10oubN+Z2w90U27mRcJUSCmKp9vEsVw9p4mzNFPWCwpWpB5ws23qUQvuNOnyxPTVZmLz61eBihgg/VZJEIKuEAp+XIKlKhQmGChZmywqnNwtoyO+cnqhwgv8kVGfx0iaVYgJcMqFsYVOvodLqEpgb4Fej2gXA9UBVANAGO9n/CqAgaVH7fGCmC8BDZU8dbb8LesPCFGJNMC463PiLQiwzVpzEJXkuKAaPjEH80BS0uWVpRmCkmXfHsQ5SZZb3FyqmR56LIQn8QvF4H4J64PGBbHX6cxUUYfgYQMmVyF2px8ogcUJvQnkGNFD7CB4CrG/GGDtZgbR+pjbALR/IzCC3ZMILJ2RJrxJbkUTs8cWZhZf88ra8MS4ECKGf9kTxlyaob6mY7PtwmbM1hwP2OUVioG3Joz3j8LFxrGCau0LIR42vKag/unoaU3csehvJSRX/gcgIp2pQxPiOPtCnpdY4kkEHfnJctbssZqsxbjv7lwyymf1JW2NF3IKd/pOvN8uq0Ma9euTc7Hx8cxPj7emacsS1x55ZVYt24dVqxYkU2zZs0aLFq0KCHGAOD000/HK1/5SvzJn/wJTjvtNLziFa+AMSZbhmLuokk58Rc6/7yQlhGd88dPgl4ecWmaZ0AM+z83C/c1WFZWrLcLNO7z5Zej8AL0SSROPLnNBv+U0WyDQVihwCtMOuPYpii+kYZb8xpEAd2m7+Y62j0vbndxktOvuU4O5G5Ju34+TEbLsrjux/O15W8bm3Jly7JGHYe66pTldZFYsm31R/xMvumIY3lfhpFfXdcylzdXz6htHOUa86UMEqMQYLl4WRbvW9dck/LS3MShJsFoQyLjDJxzMJWfizgXMmec7ze7w9f6+DVD5NaGpAw1i6804N3ouhxd6lXsYtpObv0a56yp1hlnqm3lpDKVSkRyxPrix4G2my7HHjrfipmmrRBb3JLW8847D894xjOw3XbbYccdd8Rxxx2Hn/zkJ0PzXXnllXjiE5+IiYkJPPnJT8YXv/jFJN45h7POOguPf/zjMW/ePBx22GH42c9+tnGNzA1abYOPfFtHGUhHnfyMWi47KsdOnVfb6l1HXBB2jXc6BjghrJoCKlWffFiB5q4ccldJ+ssN+SNZxV3aAqjDorkqCaQ0PLaTT/gpDTkij36SavIgkAwDFKic8VsWW4OysHAW8eCMDf9NvqNoiR0RHtzRFrcOmmC/yTF/HzCBPDHj3jKpGAOKPtCbB4wtDH/nAxPzgLE+MD4GLJkP7DAOzO8BY9ZbPU30gCU9YIEF5hd+OeZCG31tzUf0v0U+vWg14ARSv2XkL2yMNZd8k42zLpLxFHe3RZzRApZ3nKXpszzk/2uclUeXird5Mcs/wdKTr7IFiL7Xtof32TZR+OuwyALb9bz1Xd+E69IHlswDFk3Eazq+IPiAWwD0FwRLsbGwjJJZihnyJcd9hnE/YwWL2w7R99wYO7j/MbZTgOshffYs4AoLZ/0zPHCe7CqNf9+q2jqM3of4Xg3QDxOfqK5wkVMy4ozeL7JGi0QY2Dtqk3eWKHD66sbfQcf+R0hZ1UxgRJXIEgoDpBLjKEiQHI7+c6zuMCFzCLLQxfKGymWIMIjfXWW0+RVry5cru033HKaAb2r0NtEBYNddd8XixYvr47zzzmut9rbbbsPChQsxPj6O0047DVdffTX22WefRrrf/e53eNe73oVXvepVSfg555yDz372s1i9ejVe/OIX47WvfS0+9rGPzeRKKDYSW7qex3UQsN+5I8ZTzlxpkVpKp2KUe1RugctQ3sYcRcYlNNfh4kcPJOWkPZV1oiUPJ/RyC49yV8S52BZUfrJtHGrZ7NOkMtzkLMfaZHFOtnZdYL60gedpO8/VIzFMH29L34VR5gdyzOkae0YJG6Xvo5JGuXSjjqFd9yLX11EtCIel4W0dxRXCdMbjUe8DP2+7xvxr8rC28HdB1FHvFgsAJsgVF95ZB5A7Ckc+XcOX2trgwZEkjH+5EUZsQAxpSoko1ZoyJZbRdtmYdMnUm8pgr6fK+el0GNooaePkLx0fZLrRxhM+Zx2Ved6E2IR63taILa7pN954I04//XQ84xnPwGAwwNve9jYcfvjh+OEPf4gFCxZk89x000044YQTcN555+GYY47B5ZdfjuOOOw7f//73sd9++wEA3ve+9+GjH/0oLrvsMuyxxx74p3/6JxxxxBH44Q9/iImJidEbKN9ADmLcu/J2CbaCpWkbAFsHR5cvmyQbOauu4NeKWx9pYFBrIY4mkLGdKXElD+4lSlbb/CzkJ9TROiRtblThcnVJ6zGq3zUuhmH1eFs0Wy9TiMyVtz6bggsbo1fwizKLOq+3TZsqAFM5GAOUAwcUBoWNl7MmPxziMkuSj9S0fuwlBiH9ZPhbIr3njyKuWyT2yCH6IOsDtgzJB4CdAqpJb0XWmwQGA7/8jwauynlrJxe+CPUrYDIMgLbw97osgUm2brHnwoc9F3ed5I8khfWQ7j5JHBHdCfkRlJZy8qWSZHRH3QTSD1u0uybVTZwjv8wctHMktc+Ghlt4yzra3ZBuVT/4EDOhkc75sF4vtmdsHHCFz9Ob50lLBD3BUmOItZuPKAPGWBgNFESUyqWWZM4mDyLI+A6XIby0QFlYlNai7BUoiwJTpl8vb6R3xDvY90cVbCajhVX6vnnjpKKOJ9sz7lTfhfz8mchNgaL6I7+GcbnCCbD4pbDKlNfMS+807aKJptIHy+SlAVmPkduxpF3DlN60Ee1yWcrmmeg0XRZns6wr1diEuxjdeeedWLRoUR3cZTW2995749Zbb8WaNWtw1VVX4aSTTsKNN96YEGRr167F0UcfjX322QfvfOc7k/z/9E//VP9+2tOehnXr1uH9738/zjjjjBl2RjFdbOl6Hpc/9KWfg4el8Xm5xeVk/HgwPTTrSYVOU8rylPF/hNpNrT3FBe5cZjcnpPFTSRxdUsddVShZ5jVwQfw6ltKxFe5MsyOdFfCT82CpUne1jezJyd8uGT1q/pycbUvXNgbk5rajtnuUtkDEDQtrGzs2Zoxpa5MR8blrINO0gadrI9aG1Wc64mS7ZT0yri2fbEdbv3gabs0l49r6NOz+URopJkjxlmSwyOsoDctHdJJ1DpXj01WfuDZtaBFssSpOp0tCnWSZhexk2hX6ZVk8/whrwG+WSfLEDwZ8Ptoksgwrm1t6OZD8pmuS1in7bViNCC1pt0uSHyDIom7W1b05vlulcc7N+jWfDn77299ixx13xI033oiDDjoom+Zv/uZvsG7dOlx77bV12LOe9Sw89alPxUUXXQTnHHbeeWf8wz/8A9785jcD8MsudtppJ3zyk5/ES17ykqHtWLt2LRYvXgy8aQ0wb1G6bowmsPSbHzxexsmjEOXwvwUro5fL61rqcH5dWK8CrIOxFWAroKhgewPYnoO1lT+KCsY6FHaAwlawxsGaMvz1ywyLsHiRjgJT6AVfXzG8RB9Ttb2XTzdADyWKYHtSoEQvpClqO5WYj5dVBBuu8bAQrAhhfUyih7JO08MgHGVI43/3MBXKHaBflzFAH1Poe9uwurwxTIZzX1YfA/SqKYwNBuiVJXplif7kFHobAEPMzQbAkCf8DYiOv0p4smt9SDeJSH49GtJOsXyPwg9c68PvMpZfe9KnshBEdAm49eEvHQO/jNJVPpx2IqXtmcuS+SEL6VwZia5BkAgFUPOq6yvm98uEDQEQl1P2EJcfkus7vkSS2luwsB7ScZ4ec4BxxcYTfKWoy8JbxJH0GjOeCCMnoqXx8YEDRs+i9hFWmEAmFnEpZeXC6xYKNxYowuBgyXJrHDBEYlGDiQAr4M3VaEAp4C3DuFd/bkU4H+m2mESckQkeEWLM5M5NxPxVH5gas5ga63tSzFps6I2jNAUG9ZNeYAp9TKKPEv36TZkKT3Z8S3zaSYyFt6io37Kp5I3q1WFl8pbFMC4ZKlhMhTeL3uQY1qvTUHuJBC9BVptjdXkUN8Xy0eGtO4OFp7P1MSgLVFUBVxlUpUVVWbjSoJwq4MoCqCxcZf1yytL6h6Z0+eWVpYlrfesw9lfuasGXQJZo5pVLNwcir2N5nMgv63l0LfCRxfVSwscKNAau+T6waLsZlvUQsPh/YUZtPuyww7B8+XJcfPHFAICHHnoIRxxxBObPn49rr712KBnyhS98AccccwzWr18/dCmn4rHFlqbnPW3NdegvmpfoOtFmNtWDUt2nChIx7rmdP0jXcSydS+po6lVUX6ynx9oi05I0LZIyYzqensrKtdWgYnG+TfEzS2y3ZWF1nY61z7k6v/fpGq5l6WDLCrZ0sBVgAxnmDwdTej0mK/u4rOVyVspgHi8JKSmLuQWOLEsSc7nyRo3PEX7IpONtQSadDIOIl2SKnPF1nY86O2zLI0mmtt9d6MrTds7/Ss6iLY1M3xaWO+R8LRfXls+2nPPfEOl6HWX2Rf62eWjbXDP8dT3AFUBlDFutYFBZoCoMqsJiYOkttsFPdZBoxutsJSwqUwjJEPU5CqvTsjQ8PT8cTK1vptLTZCSYl15Sj+TSalDrlKbRvnw7ogT1+qfFIOi4MX9TkpJeLdsgr0VO2jtYTK59BP+z+Mg5p+dtLmxxlmMStB37Djvs0JrmW9/6Ft70pjclYUcccQSuueYaAMAvf/lL3HvvvTjssMPq+MWLF+PAAw/Et771razStGHDBmzYsKE+l75RAETBL4UtxeUGMX7Ow3JfC2Rdks3PDY6yfEMMNXHWwdePs3BVYBdCXucMjHNwjiohi6voHDE94i4cBSL/Tg5a5ddV+dfvIElfaT01MggigV8YslLx+05WkBZl0YEtCZuKtcb7KCNSTRrr0sYCvj82LDebBPk+80ssC1Rm4AcHGJRjBYwrUYRLRKRLbQUEeBKLGB6+uyVZmcltG+m+EUNVwZNmfIAjdiooXCZMyo2FJ+gGnrxxFeAm/V8Lz4u6MtxR58kzU3piyNnw13mrM1eFHTFtINWMJ8P6RI5ZX8bAofYXUlWexLJA7daJPyf1+Bye6154HKtAosFFS67kA1p4LMrw2YR8gtpw9KxPW5Xe2ouuG32NJmLP2kB6OdZOAKYX4qjOsXB9LPMrFtqKcZ++Jr5IsZDLYYm54+tAae0oz8t9i5FCQr+JGJvH8oTny1mg6gHlGFD1rScPDTAoimDtzi3AooWXv8x5E25PcvbAfYbxqV0Mb5YR7QikBojgsL9g6fhynlQe8PbFUkrQNzPaACBrwepMeBZNIsvoAXS1Z1mgrEyQbx2abm1JWzcsP3Ghi5ebtCDzO3cuy+STJY62MWFzYAtx1FpVVT1Gr127FkcccQTGx8fxn//5nyNZCd16661YsmSJEmNbALZEPU+qaDl4eUXSLYbVepY4nMhbwWVehfZao3pI5dmgEeUdQ0ftz7H/c6W215mW6+VxrV4ialMyJNmv2AHk6MI6roWFHMY77LfwlmPGhb+BNCIRbnIylp9zPXrUg3etEvllWRtbdg7TTQe0t0nGyXzo+C3r6orPpW1Lz8syHemA/PjG0w+Ll2moTlmfGRK3KertSivz8Htk2LlpiaMXhlt/cVjk54kQ5/LehfLrfYnCuakAW7BdzGlZkXC6H32G+UkD9yvNqyBZQXHRejW9MDlZFsuSF6oJukz+cjiRl18C3s74UDRXQrjMmUn6xWOGvdrpbWl/yJgExfRtjWeILUTP21zYosmxqqrwhje8AX/2Z39Wm83ncO+992KnnXZKwnbaaSfce++9dTyFtaWROO+883D22We3N04K/LYBLEeY5cJyZUhBLgVmUoZJ40wufSoRnbNwropOUQkmGtrzvTIqZ2FN3PbWBfFTsbMol+PkV07G+TIqVzM+sZMlilq95Ab8gAtkmAt8k0XcfTKSXU7UC6CepMcll1EgpkSbwxR6NU1nUMEaoLQ2UAVe8FeFhek7oHIoDOKyOISLQGsO+/Ak1wDpEjkiQx5FKskfDZdhnrgn9NVzHuLWktyq0IZw44kvr4QGy6hAlpF1VDEOmCn4ZZmB7Kr4cxkGVhNINcBvClCxx8wGcg1A7cC+rEKTw9hZlvFS9EMfbbDKqh/nEt7SzHnCzSCSX/RYzitC+tBfWipamJDesleq8CSWgy/XhHy1lRhV3Ee9S5YxqB3sGxNIQVr2SNeYL4PkFpx03zlxRsQWbbgwwfLRMksiSvnXOiLXQvtqAi2EO3hizPWsJ8gKg8qa2ugpfmkywfqKW3LxqUgkpOlrFxdK9D7xXSEjmeXquKbT1DgJ9Es3C/YOxskcaXVZokscnHxzoE0FkMRT3bXC4oISxxS4ylF4Tukx8SeAxHdZl0IpCSyJLtnepj3l8uTGFWR+zxY2hS+JaeY/88wzcdRRR2G33XbDQw89hMsvvxw33HADVq1ahbVr1+Lwww/HI488gk9/+tNYu3ZtTXIsXboURVHg85//PO677z4861nPwsTEBFavXo33vOc9tYWRYvNhy9XzSEamk71Ut/DyI/chMIXLxMSJGp+YmSQFJ55keTxVrCPWlSqDUZurkrJNnabtKrQLGR4nJ4nOBTMuJ/rOiQmhfDqH2udRTvY1psO5tDnig+veUg5XIr8sV1p1IZM+h1Fle67eYeW01dUV1xY/LM0oY4y85rky0gd7enXk4nNlUD1c18u1IxfH62nnK9J4fg9H5S7k/E/+pmeOCK7cfBGZONkeHhbVrgj6eN8G9vwb47zuZINy33K/SHes32vj4FwFGJtkiXKNO6fvvoCp5udnjyWTxrmdIKNcbk9n4N3vpD3gBF6zj3R5+IXlWq5h/7iUjW2KZXBduzlPTvXvWcVm0PO2JGzRTT/99NPxgx/8AN/4xjdmve4zzzwz+Uq5du1a7LrrrtMviA+wwwQuTy8FohXnNDHLEWa5Lwou/qiLd8YvKzLwk8kKcKaqJ5EO3qTWAMFRP5+4+srjxJWLKW/l0ctI0FTB9Eb/HBb0NZR+8VzUYbIpiZZrYMKI+ycjweO/IPgdMSntAD1YTMHAwoQ4H2MxiTFYbABRYs7asNOlt8WprAEsYPvGs0K0I2XNBiGuO1wQ4jaEg7pBf9ex+yZNoWm5Zh9xu8k+4nJLi0iU0dtcAWYsPAaBVDOFJ8RMEZRPC9g+6q+zJljAudAON/DkGhkROvjVuNTuiVDXZOmXH9oiLH+cQu2zrmI+9LglF7fsqhC5iDEaTxnZZXveh5oBMCg9EdYrgrUapS/Yk1HAE3iB6HLUPoTlkfD3oip8WQjEHhFYJlwXSlcrKJwQI0swIrTIYtCwOCLIOMlGOw3IXSlpOSVZmnHfZIyQq8aAqmdr83ZnDQaFRRnWgkbz7R4GGGMm5vSO+meYFtp4U25yvp+ap/vHyCRHJMXojYzvMn0BrGDqhcucdI7EHSfMUOfn4PU5UX+eQEst3qJFmQvLhg1oXYBxRJ4LyIA2pZMvreFpc5OTUSYVQDo5kxM8kwkb1vZtEPfffz9OPPFE3HPPPVi8eDH2339/rFq1Cs9//vNxww034Dvf+Q4AYM8990zy/fKXv8QTnvAE9Pt9/Mu//Ave+MY3wjmHPffcEx/60Idw6qmnbo7uKBi2XD0vvljRGix92VI1jdJI8BdYHqThlCDvNzn1T07nZN0p1RVt1powYU6cThhzrc0j/dzBVw2k18jAGqBwzo/3bhh/4FgHXbAeazTdp3R1sjwRAES9CC1pcuc5Gd5lSSbltiw3tzyT5+X9Gjae5NpciXPZ9lybh40VGzN+dZUhwzdmjs/zyd8SMl3uGerqV1ue3G/ePj4fk3xG7oXm4ZXIw9sudQKZv2veJ+eS8re4166lf7RRRtx51tR5JBJJFyxBq3onyzadL/riIilCcpR/HHAsJOZELTeTtjVComyNc9b0w21aZksH4cQHW1kGtZH+8Ust+09yvPlixPi2B1nxWGOLJcde97rX4dprr8XXvvY17LLLLp1ply1bhvvuuy8Ju++++7Bs2bI6nsIe//jHJ2me+tSnZsts3VJ+Y5/RNsHmkJrAdglF2Q4SylLgUVhdhmvU6YLZTC0snIWpPUENUG8X7sKLHkgy/hU1naAWQVx4uy4XSuNblkfHgtIijGsxJMp8/VSfJ7j4N4ACFfr1wivfNh8zCI917F0F8mxmwzKzKkypB2FtI1FxUahZTKEPWnhZoYAxwKCAv262Qs8aGOtQ9oFeiTgwkvUQ7xYtt7QsjMcViEsqJxCVOyJcSkSCbCzc44kQTj7LmHd8S74uJlneKaAg664qiHHrw23lCSdTeIsvBPLIBV9IDohfdW3sxljox6CM5dXOc40ntwbkjwlxswATnnnaPRXw5JU1nmCzgeSC8WGFBcbDea1rhj7QA2AAbzVmvOuoHpFclW8HLX+tBv53bSBEJFUgsOplsqS4EJFF94UIMSLbJlh+IsrIMT8nufhvsjqbYHm4s37uVzCQfa7nd02tjMGgMJiyBaqwMyU5pB8Ef15ckaCFzpG0svWBetlj3OWVvPNxEi16r+mjqpdgRpESCbZUeSH4NHyjALkYiW4VkV1xUwCHphUavdke0SrM//X2na6i/CaS/Q5IrGzbJhBtYW0TDHpWKI+cVOXk+jAZPwo2h860Gb4ofuITn2iNO+SQQzDMdeqRRx6JI488cnqVKh5zbKl6Hk1muOW8a6RIQ7g047RTOtFpEyVxUiW/g0YqjD5syqVIvAyu98RexN9VXZNNaudp0v45kB7nRFtoDVez/8QG1dNi45pkF+9k/cGBBnKXxqcXg/+cnsymjDn/Yl1Hrp425MrlkB9XZlJP23lujOFj0SjlTafutvo5hs31Rx0D2/og73H98LXk5W3gL50sW7aVtz9XFv3mi2Jy7c21S16f3LPL8xCxNoxUa3ueQ37StRvtoCIM4MhBLyvDBKY6vRxxvhitqFJrLJ8qtZKKTUgbym9jKlH55wgubUlqx98WDlN1Tn5h6YgL3FOZnL6I0ZorLScv05HJy65paKVcgOCStNwWd5Yxxy3HcjZGmxXOObzuda/D1Vdfjeuvvx577LHH0DwrVqzAf/3XfyVhq1evxooVKwAAe+yxB5YtW5akWbt2Lb7zne/UaUZvIPIDGzr+yrS5L05oCTPiL9i5fM9lXbnfibT2UtGxJUfe0iKGo3ZyDVQuHUHS5jbNQoHoaLCpqqWWH5GN52Iueq3wLmO5JQzqvCW4dQyRAeT8kDt4pMk+WP3RvW7TKsX7IPMuiJhVnClQjhnvsJKcVvYRSQ3ug4pbCJHl0UQmTvqiGkfqwJ2TJtJnFS3Vo79UN5E0Y74sOw8wdCwCDKWdB5iFQDEfsON+R8beQv/bht0ZbS/slDkfsIHIsRPx6M8HemPA2AQwvhAYW+jD+uPA+AJPVI2NAf0xYGyeP/oT/rzXD+nmA72JmHdsni+zP+HbZCcAMwFvFdf3bbMTsX12wocV84Cx7fzy0WICKBYCZkG8LmYRYLcDzDhgF/jrQdeovjd0Dxawv5zAIgKN7pG8HxnLr2RpJt1f+QzwnSzDc+TGaTml8edjQFkUtdNTeke8Y9Fe/Y4RqeXjuDUXOQFthvv3xJNfSN4nU7uZlu9eWV8MoG0XTCkf+Nc2vhQ0XaZJhlpS1kRUzgYLRBOWiQfZFWRYlG+mxdcYQQjQNuWSznNo07tkGHWsaxIky5BjSm6pz2yht4kOxZzFlq7nxSlbaG8IlRMXsPh0QsMncUjSSaQ6FE2WoqccOaUCoj+vfMsjvRX/N0kKSWU1WwSWKu2HSa5Gvjc+vQlclyyPpQ2db+MP0tawDjg03YHk0gF5n5Ckh+ec7COTj4fnyBOu17dZlOXmDrn2dvWLl5N7sGQ7hpUxyhykC9NJ21b/dPPkyugaC/k1AfL1dpGZuXJz1z63PJeX3/actd1L2Z7cc9vWr2HPLHvWXFsaFu5CWsPfVefChlj8kyXqd94BcIa/hE4UG+VI+puaIk0jHTuTFD6Xe1z++V9Ni96oA6a+IdMLkZJ5aZxMm4MLtecez5Tao1srPy7nRptZwhzX87a4pp9++um4/PLL8bnPfQ7bbbdd7Sti8eLFmDdvHgDgxBNPxB//8R/jvPPOAwD8/d//PQ4++GB88IMfxNFHH43PfOYz+O53v4tLLrkEAGCMwRve8Aa8+93vxl577VVv8b3zzjvjuOOOm14D5QCWG9WloGsT6jJNWz45OeNCUjpedCKeyyZaK84cTleVhbVk4hQmmJULXwlsqN6z6s6UKJ1h/qCaJBd/yU09IXbBACddAsmtzgBPUzXLTK3FytAZW4d5q5IqUAGcYPOkWMkszsjhPvWKvgIAU4g7OAHE6NMSy3HY4ByMll06W6DqD/wHzp5XVp31g0f9TNDgRb+JROHGcgZ++V30CexBxItl5dB2jRtCflq2SGWPo/Y7llioUf20xJLi+kgH2ZDO9PwjYkrfH0cWaqF+5xCXPoZ+GOetu3iVcL4dRREINeuXavJn3wZLMhj/eKKM19CEcuvlkCbUG3yWuRKJ9VfdL7LgovGYiCdKR3kojHzA0S4/hoX3WTxf7moQybIxEc8tvyRhRmnniXopLbciCwSZ6/tloJV1KAuDsseJLIvSWUwZsvaKRDMRyVOBNJPEsieFe8n7K6276B0kwowILm9QyPMD6bsaB/kKLms1FpdER6Ugfe+bvhjSNKh3qHQVI/6cCT7GwhTSeQHquNO82nl/iM9Zk3E5iky4RJtiKuV7TknOKfiG5ZPlKRRbMbZ0PS9O1eRUBTD1YOlCGE2wpD/WpszKOemXSqRP6Qd+Ej/RQ0HTSqE5D059qjYFC1hccwKaTlBdIoZifx2LBYtJLdLA8hpaWwnAmKrRnKSOMP7XegHvimP6hSQJ+DnfuVIeOZnadWFdpqwuOd5WdpMjGD5u5Mabtnr4dZoOZDkmE55L2xWePpRp+3LpXCaO55fpN4YtaOtb8yFv1p8Lk2Xnnq024ovEiBW/ZTp+n/kSTFm3nCdS+rb2klsR0tvrF5UdiL9JTaIKIwXu4ILSnsie8AJzz9K5hzkloAy7jCbT7CiZm77DoqRtSrD0g2wese0p5xgJrDy6ZDq1KE5icp81/JQwfQG6RIrisccWR46tXLkSAHDIIYck4ZdeeilOPvlkAMCvf/1rWBslxLOf/WxcfvnlePvb3463ve1t2GuvvXDNNdckzl3f8pa3YN26dXjVq16FBx98EM95znPwpS99aaRdrRpoE0Q8HhguvKUwlYO3FJi87JwgL9GsMxmYmcZRh0cB431CBYfblYG10Y+Q39HQwvsdIxIsVQZpMlswMRhBSxZJR4jiz4eRStWcYHt6qxSXhogqhHL8gklb1+Od9w/QCwobEQoOA9jQRlureWRBZuqeEann/C55LuwM6ABrKjhnvJN+O4BfZgnv54rvTGngSQ4gEjZAtBzi5A39HSDudBmWPNZkGFhZU2h+QSJrI8pDF4zaMAhxEqRIFqifIVo+CXpkHOKyTZIaRJiFfhiLmlQDApEVtHpDxBOvrx8JMLqxDojbtltGeNGND2STCQ+OkdtcsnbX53wXSR5O15LIKV4P3SOer4f4PnJrrz77O4Zo+cVJLumfjDv2N6IcE+txY/65QljOW/XC1tjGwJlAVhkbnlETttOO1pRkFcm3iC6Tv5KsImtLsk3wZcfy4iSPFs60kVf0PpPD//juc0uydEdNugWo25O36Gwe/tlzlSfM6rLqnSrZXxetysJOBu0TkdyERqblSuWgJR0y5eSQm+x0TZ42A0jWzbQMxdzFlq/n0Sc0mmqZ5DXnL1/eMkpOBUd5WZu+wkyQwY45kDANwRDP4mZDcZqY1tCsMyoQqKV+rlVc1Pn6ZFtivZZfBwO/+yRcWF7JPnnQpLuuh6R/yEqT+zZrqGFyuQ1tMlWGDdPxZX1dY4nM11ZOV5tHaQ8yaWSfcvkzJORGQd4TSYzxurryEnJpR003alqZxoyYjtLwfso0fHml9Ecmy2y7Xm1tGDYPpWeyuRIw1Vsc08NTNj7uBJ5ppjW0S6XP6EzRkDr8QymnfqITfNmFVApGCUwxFdLd0Zv1ECqWpmG1yg4u3aMEInnbvL2Uqw2xP1FmO9YO+TuONbyloxB6jx3mup63xZFjw3yHAMANN9zQCDv++ONx/PHHt+YxxuCcc87BOeecM5PmNQUTkFpobUx5JIxkOH8b5e+2dFwQ5wb5KgSw+lxl4KwJjhcNUEkTqFiAJ4lIQzHJ4YmsHiwmEUknIL7kHJQnEm3kMF/m9bXH0aoMjvF5d31YWdu6cU/qRJFFa7YiOOMvUQWlM5JnnjYbgE3xDUIJAxjjd+2sYGFMhcoANviCAhwwFvx9EdlBDewjfXbonCt8fAfKSZaeJt39EE7kEjnrl19KyXppkt06sjrLPae0kyYn0ahuSb4VTGHN+FarH5ue6JdUvhDz1H+ttySrbx0RDXwcZMpFYrGds+wi0imUXRNS/D5QOBFeQEpcWZGGL6XkPsY4YcZJsJ7IS8s35XJLIg9Z3a7nl1NWBVAVBq4g479AaBlGcpk+XP0MW5S1zzBOLkXfYQP0asKLBuMpFkZEGBFsTVIqHbTTdz0qD76MdFOAvFJjk7xxOSVnC0W+mvBCI01VBUKblofDINmpMjeRgUNiQUbv1KgTjmGTj42dbPD8UlmeSZkbibLnj5mWoZi72NL1PC7LIjFGtgop8ZSSRHISlhJVXb02Q2Pp46K0v0+lX0JMoY2LSAQfuEvsbngBRNejSMpwLX1gyqgLmpyjWXdoG5FkBnCGrrfXvRLL3WbTm+cyrRHnPDx/OTyGLY+cjuzlel5b23NjiSyjrQ1t6XNoG0NkWO4adaFtXOKP4yjXTD6sfE4j6+sizkxLmrZHNFema4nr6ocko3LI6RLUDnntZNgoxFquz/Ketr0LMqzuS54gB7ze791YV4AxcKYHXqiFX8NDzedSEUnoaEi1TtI2vYZJ0wYmXUQefya1UG8KQZOMZlskbebzmKQVuV3cpWRtWsoZltYFMdFGlM0eNoeet3LlSqxcuRJ33HEHAGDffffFWWedhaOOOgoAcMkll+Dyyy/H97//fTz00EN44IEHsP322ydl/OEPf8DrX/96fP7zn4e1Fi9+8YtxwQUXYOHChdNqi6qoMwFJCS6QuNlr28QpJ6hkXC5cpskJ4a7Btl5OaZIBp3IGxhmvsDoTrMcQnFgbr7gEqxTAL1mKSytzMteG4r2w4U715da2qWgrguHSIAgJ/w3Sk1dRkLhMWdHahe8SQgRagTJQCgCC/VgPUzAYA1mZxWWUPl1R0wgOBQZhyxYHB+MsTJi0F0UJv3FAvNaWW48RgcIlMT0vnDAj8ornA0tPZFMBT3px4maA1GqQyuwhkmxU9hgiicYHP75SxLK/RA7weK40cq2ciDoiXvm4V4V4PvYQ6UbEHE8PROJtjIVRPzn5xa8TXRNG5tXt5LtP0vXh14CTVbw8npcTXuSXTBJp3FccJ97GRH4iF/viPNRZL6cs4P3aFUBpeijDEsmBM345pYnO8wegZZRxkI47RXKfYtEfXwmLKURH/RUjwcrknL9/+bCyrrcALbvMTZtyVma8zdQO1O9yU/Q5mNrRfvztBVPiR9EFsqwyzWU4iWzMCDWJrgkTxyjhbWXwd0z6MWlrl0Kh2ISIkxX6yyeEnEySywib+fhASa+wnNU23VDHITY6to82B3miLbVzo35E+4TmZ8c4TY3ta+7Kmb9Csg46SxfJA/C6I1mPOTYaeCENOHjn3iSL4fxku81PU3rpmuddVrqyvJxMT1fO5stoa0f7gDV92d2VXyrfvP5hZcp0uf6MUtYo5U93Ts/zt5FROQLLIV9X1z2U5efueVfZbeXKe5Xrx6h9yN13gsVo9eWeG67PG6TlhCM9FY10/l12oT6SJ744qd0153tR4oxmXRLzegWZTwPibePSNcqz7vJyl6xJfMkHQ9J5OYkLcMkYr0s6/+WlkJVZaq3M+7MtY5dddsH555+PvfbaC845XHbZZTj22GNxyy23YN9998UjjzxSb6505plnZst46UtfinvuuQerV6/G1NQUXvGKV+BVr3oVLr/88mm1RcmxjQEXLmC/pSCiif+wAYaTXDlBJ7+c8PpzQo3X22gDa6gDaJmRKz1BVBgXHPMb1N4XXUhc9zn3vTKqgxUsimD6SiQZTc5tIhi4D44oKCpYltp3oGIX14SJMymlXPRw0izujukJAWolOf8GHKbQA1CGFyFO0onMq2rCzq/AggOMdbCVF3JTtg/rNqBw8NetcHAT9WWKpAv5AjNIdpVMfJDRksoBy0vLJNlSRBQhHcWThdiApXOIhAsn0/ikm1tocXKOCCXH8lA4fwYHosweUksbICXCuGUXgcILli4dZVKCi0CSSyqInPDipKRDXM5I5XMSkohDRk7V7eqJ/BS3kJ3TtZ5gv4lokxs18CWYVH4Bv3mCjXGuD2/abA0qC0wVBSrb88sojUVp+qgM+RJLyapoERYH6BLktJ8c6xMJVcChj1SdSSdM/lLH9zYSbrTkMl0PGpdE0k1C3Z6c6Xtze2y6QabO2zhcmKKG59kFcqsimRY2GKmJMWeZbGVtyCiFWQJNppfnbUtqKG4YcmXwyyfTdsU/hlDLMcVcQJy4dFlEkSsJknT8w1+Ud5w6oolhrGV0RGnul1rKySu1F0l46jOHS/Vmv+QgnCP6oqROw5uWJbKOOtyl54YHGPjd7pxLy8rJaQKX19JCqytfDm0yX/5uGzdyv3Pl58poix/Wvi5+YVgbusDb0TU3b7tWufNRQPW11Zsb+9qYClkmkL9ebe3kbZHl8LplnV3XRKaXaXPkVhuRJ+eFsj6uf+fmpF3viQO4kW9uysvfz8qktFcKXzknj6KW6bVK8s1F8iQlmUi7dGw+KMFlL+9iKocdCyM9M9diXn/seRPy40LeOiwdE0h6yvr4h5fYTi/fZxObQ8974QtfmJyfe+65WLlyJb797W9j3333xRve8AYAeatyAPjRj36EL33pS7j55pvx9Kc/HQDwsY99DC94wQvwgQ98ADvvvPPIbVEVdabggkRKDvoNNJdO5vJ1lc/ZfV52G+tfE25OlBWkXS1I6UW0MA6onIN1rnZqbVwQKAZxIlqfIHnRueegCqY+p83Jq2BhZdAUEiQoohVYEdzzcwHGdR9b25ZQY6pabErrNBuWe1aMRKDFCZ5h6oW1gcz3e7DQ8dP2MlxQawqUDihpbaFxGNg+jJvyjSvCLekxgswg+vAiQsvVlaTEEd0uIpnICmkDopN5Tvg4pI71+VLL0J7aWqxESpzx35wkkhN0+RW1h7SdRJLx9DlTeGoHgepuU1I4eUhhvK1gdVPbeTwn4+i6GxbvWDgnvQzLO8HK5MstyRKM39O+SCfJMr7zKN+xtAActzQLTvid9SucqwLeEb/poQrE2MD0ve+x2jKMdl0t6me8hA07TPq/g2Bxxt8Pn6YH2tWSKw20RQUYYeUAYU0WHacRseWtx5qO/dOB3iRWZlQH3fhUuYhKQn3u8g8NtyDzos76CwkbnjMiyByiU/7wMkq52qYwNhsW03cp3DI/D+fz0Talum0iMMsYFAaDYmYNGBRtF0Oh2FLgp0b0Qa/LmsqxHDy3SV5qrpXwyRE/aJo2ivWWlK/RSQWfrqV1yo8fsp1guWT9vlwpqdH47WW7NH6XEt3UuqiLctjBu/4oAVMh+kFKL2OTeMqRCRC/c3qy6wgfdkjI8aAtXrYrh1w/hsVLPa2rjcPakEuTG9+GlZ9DF+mVq2+U8njeHFk0yhxrWHuGlWHQ3ma6N7kVezKPzM+fz1w75HNs0bwORJDxCQ49px39Ms67iSmta3lvWKMM8W9tNleWXaJoQZV+hpWWVXHf3zYLMHkpUmkqNU/AZVLxi5ASYjJN2gbqPbn5ofyc6ItlypwWEpwITOH169nEptTz1q5dm4SPj49jfHy8M29Zlrjyyiuxbt26kXeb/ta3voXtt9++JsYA4LDDDoO1Ft/5znfwF3/xFyO3Xcmx6aJt0GgbdEgoSYEtBXqO9MgpBFyoda1rd0iXoHEEE3fvkBpAEHzOGZgqLE00Fs4xMefYpNP4HeKMcYnPCV8tvcRlCOWKlkGFHgymEi5FWqnwfFRmtAKLdZB1is/t/1b1LznRRyDISpDli6/Flz2FChZTiM78fZlTwaG/QVEbeBnjMIU+jHMojEFp/T6cfet3bSlNhWJM3OIxwJCFl4EnVvhzMIVUVpL/MU40EelF950sxSg9Hxilnw6EML4rJrf6og0CSvaXbhC1SxJbFMfJMk7KUR4+DjlWDrfc4stCbaYcCufjlCSs+LtlkPrxcqwMSl8hklpyjKT8tKST+kkSU/oNo51FubUZt0TjDve5BVnBwsLfqgdUfaDqGbieQWn88snax1iylLKACwQYJ7qqOs6TZpMYQ4VevfySvPOV9XLKdDEM/Za7TFJ+buHlHzdGXDEimy6mJMiqkM4hLp2MsiKVCamdBRFfzJ9YTYZ5sstVxu9MWVmkPsRMeK4MGr7FcpYHbciRx20yG2iWKZVMWWYuTe4YZeKgUCimDdp51zZetKZFgvTXJUmtVLtBkH4xZZw++iMnSkaZotA0M582+bTAJop5KwfqV0wVt2hJ+8B7waV2u2AyDsk32xoVYCqvi3aptg0ZKT8sSFnLf/PxPaevy985tMn/tvbl2i9lP48b1XoYaBJNOfcaufxyHGmD7MNMxhv5KrVdG96eUR58Xo6cb1EY72sXQSXL5Do16apd4+4oxF/uuZDzv7a2cAJsGHg5UneQq5XovAWmitNG3va6mc4FtztpXJQ53JN0Uz7S32gVRr6nU1JIEvtt3aXyZLo26ZgDSeMulSz2NP5yjbCmHZtLJjay3pQgo6sx2suwZWLXXXdNzt/xjnfgne98ZzbtbbfdhhUrVmD9+vVYuHAhrr76auyzzz4j1XPvvfdixx13TMJ6vR522GGHekfsUaHk2MYiakJpWJvQbRNAOUGYE5JcqEnSWwo9jhJRG3EATOYF45PFMHo4V8FVFrBlHRwnpibslJdqBWlzU6uw+E2TllvGLwRy4kzipATtQGmSMjmLEoksr85VdVhVn6ejibcgo0WWVBuRC5wGIL9HU4jLw7yoLADjMGUKFK6EscDAONhqEMgcC9OrAAO/W+NUuPwV/O6LzIF9QoJJcmgS0WcYETNEiNFyS1pqOUBcujkPefN++nJEDvepLXzpY72GFCn5xp9jqWwATTKNyhtn5cXHK/aXyqclhrJtVD6RSBUrh64V1SeJLQqjcYjqlLtOSmsx6l+PpaH2cZKM4uVyy3lISTsixiZEfrIaC+WT9ZjrA66wqCxQGoOysGH5ZIHSWEwGx/kDFMErnv87hV79zKY+xtIdKMm6bCrk4074aVJIDvlR/6bllylDyd9Jnx+Q1mm5A3U7IznXnGJJJcT/qhwrv/Yt5uOrQJrBsU0DGInWfFBYJSWA0kUSrW2ZJM/TNjHKIacU52R226RB/s2VNwsoez2UvZkpamXPIb91rkKxJWA0oieCZCVpOzmRwYknHhYnRBD1jTolak5L0xpjuVGutvlKSz+RIMnD6bzUSk0SgGlrEolOkVUFU7l4OMZd5D4m8N85eRwr617i7jLxQF5nap8Rt7dLoqscrkfJsWSUeuTfLnKG624ynMB1OxnHy2jL35Yml47q60Ib0dVWRpUJb2tzbo4l6+kizPh8TrZrOnpA/T4gnftJUN/4Sgr5XPAwI37nhAnvY8sqpDqrA6xzqBz8+woTNmezcLb9waP3n2Jp712APpN644KqVtTJ2IHkRmqF5S9BdPAfu8xl6DDLrRyaUtQ1LlKsj4i7LsKO0lahBVHWp2VK+c8JstHGn02PTann3XnnnVi0aFEd3mU1tvfee+PWW2/FmjVrcNVVV+Gkk07CjTfeODJBtqmg5Nh00TVA0rkUSmjJw9NKJt91/M5ZkPF0CQLp5Qy8A57QANZG5wBDuwdVAN9f2znAGBsmoMzHRQVUxsDZdIKcTpijyCJRmKpeNoSm+Ygl9yKzhwpTIHuweOl4WZEk8+b8nuWgbw4uyVdgMuw8yesu4F3vW5BbfvJzVgRRRVRB9JPWMwOURQ9wJWD8UksSgcZ5Zc8V8MsHjB9cat9eQDq4TiD1S8afB1oOCXYOlq5EJFvI8ov8iNEzIpd9DRAd5PM6IocYySqwcF4etcEhbhjA0/HBmKy3cuQwkXZEanFfZpSfvxtUL3dzxS3nxlg4advcR5lFtOii8jgxxh3jU1pOdvGlmILoSqzNCpa/z/JlyDXXB1zPwPUAZ8MyysLAFRZlEZZLGl9giV7YbbKorcf88skeew8BIpjJ2isSZv7vAH1w5/sudC6SanGpZjq9kcR39M9HCknTJbNh6WwSD8TbjLpMznjGtAOHhBDzK3LqKVX4ssksxirUFmX1vebPcAmftjJ5hTQ3qeFyuC2O588RaG0TkC4FuyvfLKIsCpQzNLcvC680KRRbIlJREX2KyTQpDeV1joJ950/n9c0yfJpcjLQ2GKW9kkXgw6Vjf32tFUw9YqQlSeU1tjRVXtwI/cwtjIpTRFtF99oGiDoob3yuadSkLrkqMczCKyer28qQedt+D2tTrt1tadvi+fVqq8+xtG3kiyx72Pg0LIwetfRFiWhrh3z82vJLSJ2U11OJdIbFjVKnLHPIcsQGeHmyPv57WLn8ozL3xdt2r3gf5D0hXbjruQlpTfiw7+DnisYB5BmhNFyu5D8ocPlDsy4iyfxfio2EE1XPZUaUi2koSVEXyouvsWuUiTp8+Csa564uyZde5DhzlYQcXfB4maNe2/4K5ns82+reptTzFi1alJBjXRgbG8Oee+4JADjggANw880344ILLsDFF188NO+yZctw//33J2GDwQB/+MMfsGzZsmm1XcmxTQGpT+SEUnP214zL6SRtdY1yUPqaQGOTxIq9ajZy1Q4AiNiBReUcjKv89tqOfSs0DkRwkfCg74xxVVxKdlkWxoktcq5Y1EKMmumtzMra0zvlocVecVFlrKsI40cBW5fA1TJvyjMQubx1jCcZLEpm/eJLq0IfiYQDHDYYv54wui7qwVUl+kWF0lk4l4pCW3jeMdEoaaklWRiRo30gkls0h+QDukW6zJIGy8nwm0gmIC6lpEHVIRI69BiQJOA7WZL1mDTV54pW1VEG34FS5qP2cM2afpMPNbomvE2RB4nXDSEPtaHNKT+1oy/C6bqQtRldG8rPl1ZySzDDyuIkWJ+l57tRUtuEI/6qR0soAVeYcG7hjMGUNRjYoibCJuulkfHwcb3aFxg53PfLhbk/MU/xlsH/GLcCS62/PMnFrc34QaQZ93HGLcsqyHfc22GmmwakmwdIMo3Elj8ovfdx5skxG+SRrZdYVnVYUGESv2ThJaVnyQuxGE3n05Gr09VYuvLmyua/uyzUZltrUii2eZC8QZj00GvIfWnlZ/fNyVMEaTxSAMTdvL3GMV3FPK8y8klYs51xLp7aLXSzJ9Ta5iTYMKEVpTufJIZ2BL+2BkEEO5reol5uadrko5SdnPjI5ZF5JXia3EXkeYdZo013TMgRbbzeHOmVa5vsi/zNz/mco819QNs1HFZ2V1mjXBN+DyRpNGr+rvC2+8vj+PWRyJFblLbr+QFL09bHUcrKlZ2bb8qP1GDnXI/OQcaHsl2I83YTLj4+zkvKyvlwTlp1gZNko9p0ccmUqkOp436ex9UWaJG6i+c5Sd1+4V3S0qbE5H1D3R5Tty/fq7R+Ps7w2ePMKKqtG1VVYcOGDcMTAlixYgUefPBBfO9738MBBxwAALj++utRVRUOPPDAadWr5NjGQAojI/7KNHQuheOwAZZbheUsy3Lt6jrqNKZRjzOmFqAGBjBC1CSDiPNlGO4AP05KHZXBJrzNkYCLqEiSGaQO9WPZnFGxcOgFAUnUGrERRF/5CbxhLSQqjcocBNs0C08YENtBdmhFYJcsHAbB9xhHiX4wBAsCzACuZ4DKUw/8dhtngPEKZjIqgA0FwMAvQyTSi1swheWZANLlhXyJJv+qxJ+xMcTlmVwh66H5fHCLM+5PjKxsOBFXhTY5RLKJypX9y/lC42RX7t2gMvqIlmFENMn3Qzri50Qbt1aTyzD5yLZAnNO1k2VzQoyINO5Qny+nHGe/e2j4Kqt6QDUGVIVBVZja59ig8KTYwBQo0a+J2ymMCSKMrLu8GVrFCKtJ9FHVFmbRUT73IxZ3leRWZtGvWG2RFZ5+X4Yk1uRSytQarQI57qcbKof6VFZE7xT5HTi9tuZaJwxeRAn7hcrA+yBDU/7Jc6B5LupIC2854sVJZXoubw5tbZD5ZxlVeJ5mVsZmaLhCMSL4nrkeUYfxr+Rwh/lcd5GvsmGpUJfoY6hkT8SlOzbmlu50v4m5KV9eqEitqxuSlaLQjkmg8xb1NmSpfY/xv/C/HYVRFfJDHFUrdek2WSn/yjRc/2hbUp87csszZZmjHF1tlZd52Jgh25CL77oew+KnI7r5PZpuOZR3lPr4i5V7RuRcLEcqdZUtN8PicbnlkG0kFD1fclkmz9N2f42Il+LJifjc/LPresp49oybEC6TGIR31SDsLhtOsnIqOuB37MLnZVo+nMC90+Q7RnI6tRCr6lZzrVNehnRVhP9LurDMz6+F/5WzG47zYNcIJ1RJ+XnCbzaxOfS8M888E0cddRR22203PPTQQ7j88stxww03YNWqVQC8T7F7770XP//5zwF4/2TbbbcddtttN+ywww540pOehCOPPBKnnnoqLrroIkxNTeF1r3sdXvKSl0xrp0pAybHpg79lnI0H2oVwWxlSMOeELK+LfvdEerkWvTGI0mQy/JUog6QuiOjxUrBWUBwVZ+IyJrIccxbWOCZEooWKRVyC2FS94oSXFkCWdQgJNcs+bnlGpJdcWG8BU8AANb3liTFPb9mwLj1amPlftk5RwqII9fiWkhN+WsoZX/Cy9s5kQhztqBkukXO+LcagKizG3BQcAGsAWzhPflgHuz48OkSGcf9hRKKsZ/eHk0h9RPJMDsZk4SUVNsrLd5Ws2F8i3RyiX7OBKMMifb4ofpzl5T7KSJmQeeXGAQYp2QXRRiC15HIsDVmI8bQUZxAtvng93DcYV1AKVp683jwfWFpupVaIg1uRcWf8oS5XBFJs3FuJ+R0pAWf9csop26+JrOhTrI+UdIqWYHzXygomLLPkyynJOT8noyP5NAh5InHmLyL5G4vWaQXi0kzDyLlIuNFt8rc77lxJPsnaZAHVN8jGg7WLyaI2oguIN7ICMODh7Fni74IMl/FSKW1LU2XCJKYzKWmbqHWV/xjC73w6M6VpMNuNViimgUjUOxZGKl8ceHk6klFV0C/y5Fosq6kbURhYWkoTrRai6pmbOjUFVSyJS9/YepqgyjcyT3Q5kDN+0nzyxFteYJr0NK0vxGV3qJR6tfzdJWO7lkpK+dklryk8R2DINrfV1SbLZZvb+pUbf4DmWNBWbq7MXDtz9Q7LM51woDk3km2ULMzG1N1GBvFnSj5fuXS55ai8bRTHlzqOAp6W67Kj5Kf71Eb88fMcUdbWDvkMZfJGN9amDjcATMJs88+lFciNTiox4hJLV8+tukkhah4tx6T5oi8rrhWKJhXpy9Z87eIcLobxixa3BuAEWU5MuTouR7vxdKkUphp5S+Ty0tnWmDaHnnf//ffjxBNPxD333IPFixdj//33x6pVq/D85z8fAHDRRRfh7LPPrtMfdNBBAIBLL70UJ598MgDg3/7t3/C6170Oz3ve82CtxYtf/GJ89KMfnXbblRybLrjAkII7J0xy+WV6Xh4XjpJopnfTibTcV2HbQCAJNpgg3ZjCVhlUxsGSzzExQTUmNqyChXUVKlOgBC0ICDtdwsChhwEMTGLaRKKPL7WkPF4YlIHqMkhd7cfJfNxcHaCvq5FEs6E1gA38jHe9X4ZS0sk2Wdp4OxkizioUmKprdYjLuvrMjsX3ZhCsYkrnibhxbABQ+GWoPYeicOiVFTDwA4azDigqYANgBoDhfr7482EAPBrCiHzhBJhDSpTxXSFLdk6EGxE9FMbJL/ItRvlpFSu3VOPPERAJPf6sUxh3gE/tp2Mg4omE4s8zt5A0SJ9vKo9bp1F6ug7c4o7aDRFG1wPsvAc+9kUSjC+n5DtW8noMy0N+x3osXyDHXAirJoCy50lUVxiUPYOyH8guU9Qk1AAFNrhxlMaG94MfnjCjHSrpqRwEgpdbl0XLruYySbmUksqnuLLeATM67Oc7XEZH/7yuJmnGST25M2YJTrT1RDtDPlo+SRc8bJ9Up3WRRKvIL1nl5Zp/DjiRZlr+svufm/zwSUibstyWPjdhaZsEyTKHEXQKheIxQJxMxeEkTmo4gZSTrnmkhFf8nABE3URappHGQSW7OpdjuWNKKjd+FLRslADi0M29FMgWC/vbRPdp9s+JNM2jbh9NsGG8f9YKiSVZo3NtB1l5yWYgU0buo0VOBufkepclWc7SDGivd9hyyq7wXHzuNuTKkxg1vG2s6SKUcufDyDCO3NyHn0vkiB35oMvwXDulT9wuViJXjtx1XcJl4qUuQbpsbkNDmZbrB1LflX3NEWS5D9IWzXse3k1bAVVdjgn+x4I8M1Gy8e3XTNLo9CHykoy8DgLtFxsiNi7tptLTR6UIMjQvg5qvcCyFk1pc1pNlV+yBEXnSh5OTfJS+7fGtkpj0weIE2baOT3ziE53x73znO1t3uSTssMMOuPzyy2fcFiXHpgv5fst3nn9hMCKtFDg5wS/LyQm3LmVhWBouWRMri+DEugIqU6KwBsmE0fj0PsgrNM6Ev7C1D7LcxNvU5BVXrDgp5uunqjxf1L68MiXMCkRCzk/kI6/oWDuKhCCL3yhoeWX8DloF5mQSBhWm0GP02yCsM/TlFPW1c2F7pUkHjJnJYIrc84SYKYGwmYGt+1qh6AFu4EkyGMDwgYkskshvGJFVdM4HMk5SEUHElyNwn2XUCMPSOKQDMRFME4g+x2Q6+k2WYFT/GFIlEEiVBG6BReXIZ5YTWNIaEogkH4F+FwDmI747vC5OstFvGU+WXnRu2Dm1hfsryznXN4jWgCydC2SZ9ysWiLGeRWX9csqyZzCwvfr5q1BgyvQwQB+l8furkt2itxazgRTjfsdMIMV6SHeBtOE5j6QT2RCQr734/sXBnpz+p+8gT5sn3AzoESzquvOWYKhJMSLm0EgX5UhNgLn4G+CEF0A7U3pizPodd2GROOmnZ40/g1lZKc6HTaqGpZdpuuqXE67cWJIrexZAO5zOrAw5o1UotjT4F4/rBiTfiLxKaTCp90gCKX1ROYFFWhFNLeNHxajNxHwmCY/lRNfWMW0kq7jcJXot+j+Ldbls/qouJ/aGlAgvsOjqGPCrFQ7mVwyuY6LnUnFnuC4xylJHVo64bNm66r+5ctpILZmnq/yuNkKE5cpqrlxttl1Czkna2sh1r7b43O+usC6Mkj65+Rjexq5y0wc5X09X/TKva0nTxmtwwipXf+5ZkoQedwMi7/koz7ckzXjbuYWafE7YXIQWG9XRdZjPFG+TqRco5a5v2oxYoZzhuaTRaXfSs/igUyviksY84vd6/i+XI0pmSfVH6zbZP4eS9ct1tCPeSm5BxvvMyUL6ADy7mOt6npJjmwJSOEph1yWI+UDcRbTxPDkCbJRGulqqNeuvyzIwlYUrA51FbnocGBlmGr852ZR2oarFD+355EVfWaclD2Ekamk5JFlt+Q57Sc3rIcKtrMv3YdzZvu85Of33jzvVHVelFhigAu11QtN7E8xKTfCaH32TUStNnRYhb2UKTLoxjNkN4TZVMMZh0PO7WMEAxji/KZMDTBEGkwIwFrC0vJK6TQ72yQLJhbANLJzrzyXLA8QvUAMRxh328xtGll1UJlms5dJyazQ+wnA/ZKRQ0i3kZVGfqE0URs8k9/UliQKwMikft9QqWRkFS8MfJ3nOCS6E8z6apBrlnc9+c+uyMVae8VZiFbNAcxZ+Z8oCnhgrDErrHfDTgDSFHgYm7iZJVmC09HEQfvPdJz0p1gNZWVYhHS29TJ3sF+FW9GpyrUJcnkkO97mlF51zwksu54y7UZLfsmgJIf2QVTXRxi3IZB2MWHNxoHbB4pXvXAnAW4qV8J83K4NWJ/tAlLFt8rNLoaXz3ERElpsLA9rrHRY+21qSwKZRmobNeBSKzYl0BpxackmbKflCtj3btUaAaAHGv1JF+B0yff31xLOesKXWWbwd9OGjKZZiP2IvKnbGhRu5u0j71+xVKt354dJkIB+Rro4P7XcAd2gkXXmEi5GXpfwjYC6eE2o5kk0Sbrlycjo2b0+bNZpsC0RY2zghrxvPQ/W1tXNYu7nuNKzOtvO29gHtj31bPp6nbX6UCxtG6OXi24wN2riUYcQTL1eu/JDt4fVT2dI6S5JYbXoF0LzXfPUJdxUSJzgxTuanuCITzq6BC3XV76chmcTb64L1WNp4uS8kX18UVyLwLhqkHW4+MkTjm9BZKguZ8uKrRhdeTqDjR48o71GHN1tCeeSrycvn8jaurojmIXEDO0rH/9JvfjYzjWv6mOt6npJj00XbYGRafsu8uXQ8XtbB08o2yC8AOdKsIXlMs/0Aan9klfHKSkWCJvgCKwyqCoANL2xl4GywqHIWMJEES1n2IuG8I/nlf0XBQiarfgHAAD14exnO/KRfZbngISLNhxc19UaqYlWPRgWmAtvh6hASYrQjZhns0cgFVw8GA5AVnEEPUwD6GGAA2iHTr1O0cDDGYcqNwdRbUQKwLhBSZX0PHA0yzsCUQGHD1Uj5wOgrjBotCSMgLpUkYovIMIt0KSa/9+RfjCs340iVRnqmyCk+kU68DUD6fHJ/YjR48z5J6zEawIlgov7wXSf5eyJNwCkdjUtEUOWWG/PllJwco3ycOOPO+PmSTIO4dJLXYREd7od+unHA9Y33BV84vxKwQPAxFpZSWovSxCWIJQqUhpYyBqIMfUZcWZTowyVkFlmS2UCI+fKm4B36V2Gg4+mnMFaTWnyaQ0s2cw7x/aORvnvpjTSh/l5NlsVyXH3bSlY2EEm1nMVYCYPSWVQOfmllRcsm/d8KFs4BZWngKuvJ/SpawnrZliHKqMmd8hLxGW6Lo+c3amF5Wd51jo54+bep9SkUik0IPinyRFU62aHf8QNcM3++TJq1xrJSGwHKGydpqSWWr83LzlJWgZR0k7pYTBV708Y1cNsOniYVUKSOxCkn9SC2OVk0FGbZfgll+F25VG4G3cg4eMv6HKHVRpjRkWsu71DuQ0VOhneNCZRGjg1AWg9EnGwbOuLaxgLZl2H9BUvbRfxQnmEfhnLpZbycs3RB3gs5n+HhbflzuiI9oDnwNvP8Bvk+yfBcn7vOeR307HCdN5eWnjNJpvF0VSYt/3DO0wGp/i2fd77ZF1XF9e2Qz1Twu1Y6eELMwW/qBgCO9t4FjCG5E2eH0TFOKgFTWih2NlLtzZtv6jTya3d6cFJKSjWXpMw9+FKeyhbkdWH+CaW5FoL8o9FcNEeURV2bzhWzByXHpou2QYcLszbBliOxCEaUQ+DkQ25wtiwNX4LWpRTIQYGHF3EiWXPVlUFpShS2QlUZWOvtwWxVBcsyb57EmXDDhAophVEljAyEt2chy65oH+ZAjvHJpZ/PN0BRO+WPyqatF1dWtdiJvtBK8CVjJUr0Qs98LLHbns23tR2Yp9iq8IHSu+6Pgjxu9e5Qgaxt6nHOeIeGdIkdCk8T9iwqO4AzgTJwBm7g7WecAdwEYNYjTrgNog+wCskAVVto0aBGecj3F1ciiTzjSiGROHIgpTS0XJPq4BtB8MFdjhn8HaA2EUGWs3SjtLQzJtUhfS7wMY2XxcOIuKK20jtRsjiZj1uNWXZO9fOllFQmJ8H40U9/u/HwOlmEew+UhUPVtyhtgcoUqIwNSyeJDCtqv1+0bDK1uuJWXj7thnrZZQ+cCHMsLbccGwTn/ilpJq234mKaClaks8HfnmH5OHEH1t6Yr4SpLd543jgZtUl51HfABGLMMoIs/h6UBTwDacP8y8sw2vHM5SY+0nKg7ZDpuvLIiQpEfFu4LFemk2gbh2YBc/2LomIuIFrBG5Af07h7ZG4nSQn5eqaUFNCcqPHJHH3VopJSGwtpz8CnV3G3yyb3nxJYsfS0D3Ev4nRqJoUNJ8Biu2jEcADgKk+C1dnD9NMEK5PKW9HXfIODPycL87SLzQsrZXRONg+zIJN15PTmYfHDfre1WaJrzMhZmXWNETnIeUSu7lHKy123XD1t5cuwHO8wrI055F5G+YBTGRXy6bklVheRSJD6s6xDDpXUHptJI0krCuN1ODTbxeeA0nKMl+MQxYqsS84LwzPnqJygS5MVGVz9SgNh2gjA+xBkUgMmWovyiqKFKZcfXL13oZntkirN3X7wC5dKRz4R4DLZsXxyQXnzYXUhVfORjxu15I8oQblP30iK8fFgdjHX9Twlx2YKOYDlwoYNCjxd22BKf9u+Isi43FGaVAjWprjOW4oVFs5VIAsLb97upV5V+V0pYRCXNBlvuWEcV+Q4EeaFA9+1ErCMKySrsrwAQSC4+GWKnsqiUPGUVypA/GUpYOqL4tklXzLtwjEZ2uOXRPpy4p4q8UtADxUcJmHQY6vKPQVHdblANEQM0K9FLkJ6wMGYAqV1qPolegOEpZVkmRe+qoalh64EzIZQAg14Oa2XLgSP52QYETlc36ZwUgYojH7znSslqVshVSLiRY/xkuSVzzyQklhSjkqFgcoxSK28uKI5JvLJr2fcGo3qkE71KYxZgCXx3BF/CHeUZzymq8YBVxhU1vjXKFiMVYVFZS2ciUQTkauDsDQy9SWWWoh5K7GiTu/j+zUJRu8CtwCjcB/Gl1Jalq/AFGhpp0nqJOLbMZINsJky/AWWfsbohkiSjm8WIJdlSh8M3hk//bW1/7EqyCvukJ9kmHfkH84r05wo5SzC5NFGhuXC0RIGFpfDsDK6ypxlzHWlSTE3wBcgRk3DsBhu4YAQEqd55AQ/tRfw6aNPMpmPixdaWpnjDfgXplzbeTvT9nnElhVJqjabN0nf5YgzUU4gxeRU0tVxDqjAnPOLqaoJf3nRo3x8kHnk3zarM/k7Vw8y6XNyW7arS4a3tTPXR6n7UX9k+q5zepTb6mrDxqYdBTx9rm1doPQ5IorHU5ocCSfLaGuPJKekHp6rU/ZDklDcoou3BZk0OfJMtpu3TbabyuB6NC/PpekNK8chkNegOFNbkLm67VHh9tOVCn5lEUlFvpwy+ifMwSHO9+I8MSWguFTmFyVST/yi+ZQ5WZZKRio3tZ7Nv+6O/ebbncTZZr2BlEAMib0g2hDiyuSIt8cac13PU3JsuuBm0mC/hz0DuQFJyoWmdpS3OhMCrP5LjtSHDcrcKseFhjiLqqrCTpUOzoUlig5euDnnrcYA72/MOrjKEzu871wBJOPZuAMlNYE7yueb/KZLArwCWdRkFYnIMrkYfvLe5Ipo98serPBCVoX0g7DdI+X1pXp7sfhNmNri/0VuyYYWppvVcnNgwDtYL0JN9S12BtYAtrCALVFMol7J6grA9gAz6bz/MQAI1kf1zpb8K5JU0ogQkztCAp68mURTEeT+BoCUMOAkVLzJ6fM8QBO5r6KGlU3I7chDaeU7ZeAlFv9KJtvE/aVZNJUl7sfMIF0aSfX1EHeblMQYmuE1MUbhhSfGqiJcYgPveL8HlD2yEivC808+xvzyx7K2ACPyK5JYtBRxEmOM4IrLKaOFmKkJMleHxTJp90kAdfpITpHT/uYRibBo2dX0PyYtwaTlWZGER6tSG5Z/5hUJB8AYk1iBOUfnBs4F533B8b5zDi7sbomKbpQoUC55aZOVbTIfmXTyfRxmmUbP3TDNR8bzOmdba1IotnFIMov/BgDyY1o0Brp0ykXTmvjKk1yWGoY8ckuAeCzAhZCci8fhOSXIeNkmKQt1y+TynzblNsZ7pSQSZuGgmbTjaqoBKgc4B1PGUFJDjUPqhF8SG7yDMkzG8U5LizEpl4GmTM3J71HHA55epm1rb25syIXlxq2ucpFJz/U3mT9HzrS1P4dcGV3huXRAXgfM3Vt5vShc5sn1QeqQufKoLCvOcySUBOnq3OoLIg+fgHD9vu3+gaXnurn0PcbzdOkauT5w4cTcsjh2XR1533fEfTmvZgVGrS7CxFkdl6Bc9jQ7mX/AUhLM655R0lEax1I1P19wm1lKIx+05uPTLqkB1Pq0/20a/WyHN6qgfqUGHvzzg7ReUzzWUHJsY8AFnhQsOfIqJ3SB5vvPvwrliDFpMSaFqBFltA1g2QHYAKVFZRys8Q4OnbMwVXRU70xVO+b3/rKCOuSMeJH9yxyFVJHYW5n6O4BfPumFA+0lGb+qEv1UshHAgH9H8OLEkwK+xtRhvwuXpAyluZoYI/2iClRYVZfvnfP34Jdc+jBP3/llni7Qeab22eRrLwPRAPQxVZMfhlnHFKZC302isP6awZWANXATFTDlF2rYysGVDsWY75vjMngQHjVS0MjRPlfiDIsj0oen6YfffEkm5eWO8uXowJc48IGTP9tg+eWknaenOE5eyTkGH9wJ3GG+tFrjJBbPR2E9pKQY302Sk2lkWdZmNcYJNYv6/rh+zO/Gwm6UhYWznpspjT+vTCSJSmMwsJ4QiwRXXFrpibB+TYRFooyINSLXovP7WIZ3xs/LBKLDf7Is48SV382SykqXVZbhZknCLHXEn59exbb6NsQJIpVhagLd37qUWJOkOYDEaqyqLFAZOHLAD+Od9zsDV5rAOrPnrGvSQmFOpJPLcuRvmScX3nXIemUYOv7OMmhDiJmVoYqeYsvFqK8WeVqVZFoKJrdY2TxtujiRxIjPY1mKpkVE1ahTvll8sijbQOeRSEsHfpk3jcvVEuP8xDjEuvjJE/AEGFmekD5juA5QoemYX8pCkrPcGp6ny8nS3MeEYXKXQ44DOSs0Pm50lZ8j9nIE4CjjhawLmXD5O6rk3enkb37eRl61vUBd9W1Mekmg5nRUnka2l8+XJBErddxcXVz3tSKc5yd9VdYhl0ECcVYu9Wd6PtrcjeTax48cmSeXkFI5RUxfL3UO5bjQjmBHAVsB5JcaiEsqfWYbLkN8MF1SGZeMdJbqem2oWHqeluuPlCLW3EX3R1Br/Lf8dJM5DpLA9HhQ31zjZufrcJnrkFtC6UI7ZhNzXc9Tcmy6kAMiF2Q54UO/uVN0iN8QeXJl5Ai4XJgUnrmBldIZ+CWVHJWBs+GVdaHo4Ky/qiwMI8iscbEOkFj0jaEX3wuW+I01fm1EoKv4tudxKQJNtKkUf0YTbLJEIwu06ICfyvOX1Occ1OsDieiKbIj3nUSXzIVW+TbHrwG27lEJb81GN8WXMhVINxd8OZlAMUyiQOWFeGC1nLXou0n0SKMzvmTbA2zlUBnjLWSs9+dmNwTfHGHnRDeFqFDKr0N0T2mQJSf6tHSSW23JHSyJZCVFU/r76CM+95yUc0iXaxpWVo4go/xEcEkFg9rCB2oCEVecoBqguVSS0nCfYPy9Iksvnp7IMl4HL4PyURobzx3LU40DVd+gstYvp7T+XYEFKpvuBjll+4njfW4J5o/oQ4zySF9jccfKuBSx9tEF7ruMlljGd45IrxjHrci4WbhBtEpDEibLKJM8NjwCtJxSWqkFZ/vgu2hGJ/0Qj0WUneFtdEQyRz9jfrWOz1vVZJkoicLaZCOvr21SIds1bJKSOydIa0pZH//NJ4RtGttjDLJunFkZOdNShWLLQxfpFbUTl6RPCf2oC3lfXP7DXdxlu7lskwacuPdk2+veFDJOtAB1CfF/I8pqUne565D2vHk1mqn8DJpdGedVzposk5PuUIRUSxN9IvfxgYcRKnE4cQ7kL2qbvpwjs3h66bKirXxp8Stlu8wv+5/Lw8N4P6RulbvFUm/MkUW5snOQ+XLxuXPZzrY0Ul/NzankkC/7z9uXG8YcUt06NxeT+ZovU7NOTrgVIo7/LZHO4XL3kJdF18Ky8LZ88i8XBNzYwqHRd9qzrZ5jhvfYuZCNjCrqNdKc+OH77SKpJJV6suImmnSYL49/QPVzQS9rnSiT24ul4fw2ctmc/ks3pIoGHS7RX4Gm/Jf5LKubS+hm/zeH1dhc1/OUHJsu2oQUnUutgwsdek7a1pbn6uJSQFqKSYEGlq5tsEkGfZcKRgBAmGBW3v+YsUQ5+SIHrkJ/LLzgbBe4sjIoLJFTkeDiYjFaiTkWRhNnFy6N73RUJCkfbcZIFmJRfNEWuvQic+sy6hbZpcWXnZzx+2WX8TaaQLTFtYJkiUZWasnlqi+nX15ZsFImMR68QpFrfhN2dBmDwyT6Jgh000NlptC3JWwFGOO8dV64vGbKwdLXVbq/3HqMO9/ngxu3OCRn95Ps2ZAKhmPpcjtZctJqEukmAUSecbLYhbbRDjjcUotfPK7gccWBt4srLLQbpRFlEIj8Muycp80RXlQ2J7648kEEGot3Bt5irAhd6AtirLCoDFBag0kTTdcGzmLKjqEy6ZJJ7/OL7yzJl1iSrzDupyvuNOmf/9RPWCTTUnItOvWPAzUvOyWx4nJKTmrx5ZtEzEX1JlqIVYEUT5dbpqRbam0G1q9IxrkqiKtwAIBzDmVZeIuxyjvmd+Gvgbcmq/2McZksJycSDZkonkP+zHKCl9J1QcbLCVXbwfPmJocKhWKToZY7aCPG+IRFfuRrfyGj9uLzjTrlIVlIwsa3L29bm9ospDYMnMgzSMUWny42wSe6OTu3mK9hM2FCW8MkGsaTZtw+pL6SDnFZJclZTtrkCKTmxUplvJTZPJ0T6SSZJvPLuBw5Jf/K+pw4522W+aXM57+HXQN+8PlA7hrIvFJHy6XJpaX25R5s2Y5h5QDpA8rHY/4xtu0lci3x8vpyyym5YqFtHiUtzqh9w7gErnfnLMfkaiGuq/O+8Hp4W5wIB/K+gSVZJ9tIf8NRu3Rh14d325m42seHufCOy8uUu9GxIi6HomlFxXKnHx3SB5xmm1QGn2WmRhYl62j0G9ak3ZpyrvnhwYVZadoj0/IbrK58uijm/HmF3E1SPNZQcmy6IGkgHRnmCDL+POfe5bZBKlcmHxiBpjDlwjHXvrby5ZcYZ4CyQIUSNjjoNw5+AgoLU1hUjjffS24H58NNBbLoIuVPihZPnpX1BNjCb5VOFiu+pqouI06m4+cUx5ZKUuMj8RWlflS/PEMTfZhFT2dxSSW10r8W/cAO+dYS4eaJrQKmXrlI1yGKNv/Nwof2azHKxaAzY3AwKJzvWWn6qKxFzwxgLWAr67+wWm8XZwYOhgiZqaBf8t0US3jn/WQNRgcfBOk+022jXTDbnhGyPOMjHHWRW6OBnUtFgnZ1BCKZxiG1+ZwiQvEVUqJKDvD07EvrL4jzPvtN5BjVK3atdIFYrLmtUJ5jZBm5tRqMWU+IBVLMWYOBCZZdzu9M6QAMbIHScEf5BaZQYICx+v1Il0fGJZJlHUaWWr3E6ovSTNW7URpRZiS6PAVswpLOaMlVsXLIiT8nt/ySYmmtJomvuFsmWXc2/ZtRHH/suNWp/1u61CrO8X7Qksraiswf1SDcFC4T60mWA/nKyB7oCMtNjKRSOqwciPbQ8yknRxxtdcpyZwFEvM6sDIViSwanuNLJUFt6ZFI0yTXH0pJVfRuaMXxi6P/nrqrjIB2HOz7Ro2HSogo2vjJ9bFuU0lzI+F+VqINrW47Vx6S6I9LLeKsxmnSHAyHeL7fMdF2SUG3ykOTqxmy0Ij+i8LicbiPHBSCV4VLek4yXOpCss6uPPA3P30U68YNuVtfHIYj0sswuyLpknq7yXEuaYe3kZfP0khDMzcd4HL+PBK6bds3xRrk3Uk8t0LxOvA2ctJP3UxJxcv7Hdd9oWRB13tzzIcHjwnzTsLkELbX076ut32dbAaXNPUAIEi8nO7wM813xsodWDsVmpLPJKG/4PC/GUV2ypgrxhtJn3LZud4sP+niSf9TTMqP+3EZ0xXkz2MjQtEKeLcx1PU/JsY2FHPiAVPjx91gKVW5Blis3NzjIga8tHW+TZKaSLxOuab6bCFeLylZ+J0pXwRgLhxJwFq50dV9pUur9jnmfZaSQ+eq55Vjk7mniTnYlPoz2ikSdk+fjgtChFxQ8gLYNJ79jvm7O6hB6dZu8LY5BDy78ciALNG8h1g85AJPc4AplzSp5WzR/CT0Z0QuEGglc/5ccoG/w/uRN8LrmAGcqWFeGLy+eWOlVngpwZeWd2hYOxlaoKsBaB9c3sM6lRBhZehn/1xB5KjdooPtMefhyy65nL2chI62uyEKM4qWjf5I2pLwS4cTT0BJNrkyQgkLpuAWaY/n45hCyH7YljexDCHOBAHTBSs0xxcIVgCsMXOW81VjYkbI0BZzxFlmVNRhYoMRYuHy0O6UN1mHcv1gvIca8RRb5GIvkF/kLi0sre4iWYJ7IGqDAFFuKyQdlWmLJd8Dkjv1pF8lYXi9MoQrIHSZj2ua3OXLWH60syZrMtuaRSkA9NXM2WLGa9Kjg/YmRPKHllTDe3xj5GZMaCz3vNDloI5uk1VjbX3kgk09iFGuDXHu40s8nOF1a2WMAen5mVoZCseWDu29uT5MSYKlbhxRNEsmEMvKIdfMpWc6WoFmOC61JJ5hNjqBtqkbTUellsmjN0ww3cDAmTkKJGDMwzA8ZI8RIpkndVVbC9ZCcpRfQlJ+jfHyQ7WgLy1mbyXrB6mwbZ2Tarj6g5a+8sV3pc6RY7npwYqUtDc+fI4l4Hl6eTJsrj+fpSs91QK6m55C7PrwM/ld+WOZt4eVLSzE+7ehyO8XngJzoanuGuA7M9Xpk8kkLNFm2NIjgZfBnusU9j6ngV0sbdquc8ztXhnKtiZuOACTzSC5Gz9B5LVBecppFNuEJJe+2J2+h1XzZomSjMlLp2aynSeVx44/cg0nzyZyK1jaiSCsyC1qPNLukGGGu63lKjk0XOWEiJ+K5Z9mJeCmApjPJobwkvKXJrBSQucEWBsmyysbgaoDSE1Z+lzifwFg/+axcBZNMWIMBbGX/f/b+Pdi2paoPxz/dc+1zLz4u0UQFCwHLBwIlQjDKrViVqOCVUD4KYmmVCZQaE4lgRVJGUAt8hGgZnxUUU5GoqYhRTDQxJKJiLtEEDVpQIfrV0gqCFXnEn0YQuOfsNbt/f4z+9Pj0WD3X3vuec8+9l7P71D5rrTn7PXuOx6fHGI2UY7SwQ1JYQL9wJ1m1kxo7NS9hP+Rx3lfbb9ZEQuUWZhaKimJrljoqN0EAJOxBvJ7t5A4B7HHS8lV4zDKAp4tomK7ULNn8JECbr9zx/9ScKx0Q3DdobmGdqSJjQUrXANQW162gnuyAskcuQFngfv7ZAbLanl/OQNoBdUUPus/QcNMdS3VB3Mt15uf3k3CNazeCsLxPMGomjCmzjvcWuMWa1qPClVqGKajFRNdQXpfgokN9fEcEbOOBh6lZhZUFfiJrK1tOgJoSSsoGomVznSxYUFJGSQklJeyTg1QOUJkFmbo/uuWWdayAgfhPoNZgaj3lro7++xQnbc1qHLLcVlse7o1Alw1Mrcf27e2BAGx+f9fzK9it6pNbjBEM0yVCoWEbGKsASjWLOwO8MIBjpeQedB/NIgEVBpitipwKSDZTCs6rpCDcm1lAss5jbZzH8mvGY2Z1XabLdJnuwzRqwgqCjYDYqGn7Vt6oOkUa546SoyJ5+JrH+o/3d1RItU9xNNHMyYkUzwCPZEYp+UitXbUbwb8K+sHXWccpQImcUJPILMr3Z7RQQzvM6OqM7s6HvJ1ny8oq9n3rT/Of1Udg3sdZmslzs/LxO7Bd51ZdWscxXX1W7li+2XVl32elrecSPWoU6NJ24vdZ3RE8A0b9KvZby/C69kfrj+W1/ggCc42o1xAwrzMaYGwBYmlyLY5/lsLa7V1NFd1lup1e6RZR2xa43D4dl3TtXS4ddTx8KVSKVKtanz6doPFBH1riKiXeHrrnnlt1qWzr7c4W3PbLVPusXKb7I12CYxdNWwyWxCwGWkT4XcP3Iwj9AcAVEy2/lOhrisDFrP+xzd632vqQUDMJHiyeT0ooa7YjelOLPVYMOAMySqlALoiAmCrBFk/J43oBdLCku6OV9z1SOlF6PWvbPnFe6vHOzGVs6dPnRHc3EGez/dphj9rsyqLEscNpb3MFGpZfW5/pWkknUMDiolkss9PWH3q5396inLU4ZCnZccjZz9e0x7oAqdrJoTsbd8rVLJUKkGuxgLUJ9gz29rgS3QD5t4Pt5tCs+qQJnargkznOBBJaeAHbO1vRAieahI+T71ZarEfdFZSj6Y5a7GOMvxAfW3S5jBZqagWmdciJlnVpc9k+a2rzu2uWYsmsw2pKqBnmPpkWA3SSAGEEqpLFwjI3S7pK7uCB7Jc2pQpYQUA0j022h8cPY1lbUaNFmv5dGyzJtM4RvNvDwC+1Yit9debeZ751jF2mu2Rq21ClrINsCp7NLMYMGKvNVL+WBr53YCyZOyUBMQBo1weLsZmSUmHg2TGLMVW44l+V79io41B+O8yLI5/x2llgXSRZ93Hat/V7fXVcpsv0wE2kYYfhnMdcmFwfwS8HyHybYJac9m29WSrnHE+jXVoKxCP1T/0etzkO6zLFkbnGcfgW5CGJyrWKK2VBKtX+6sjGe6eibOHNz+mx3o9lz6LLW3mPWYkdo/GxH7x/HvDurDrivZgvheuc3GjVpp8I+WdjiflV31Dw8lia8bYob8Yx3Nuksp/2bwZyaZnZPdYVwTb2V+dZ04xPz9o9puNVKTeLSQbMY6RFIEzbjpZkRe6r5d2WTCL97O7QgIXfQbYTaNu9jIqSzKrLikeASKslQOU00q2zTFqkYQPLjKC816fdb9usqNhh5rUQU3yU9r1ITeg99F7SuMJLevuxnRT6Nyrvh+RptPq9melWl/MuwbF7m5RQ6ve4OxHvz8CqCHLFMvHN0HdNTWzjn5r4zkxtSwLWOi+PBAPIsoEyyb4nlO7CVEo16yXG+SkZObfTmAqQ8zrw/iwilL30i5AdV8IJbq1teS5CUMyI1sEyAwgcFrNYYqwnYY/SQC//22MRYsZ8NmGHL0RtU+7c32AFOgqsKGgnUgopqD1vgTtsrn1cBp6sWJKNyARSjilhl/bAUpGTzcdpTbiS91hqhQUfLx2wyaj9uGUdar9WbY30w2MIAES3Wu24rhO1tIprV5MKrVoff8dTJQG3ElMhAJKP/YuulcrFtH98H3TDZQnlG3DIObHTVzHMHV0qaytbYVZkdWfAWM0GjpWUcJqzxYwjCFSa5VhjyB2kynbtMFD+aMV1Gu7vsYgr5tJOqFxafDCCY9FabHTbXDsQZwKCgWAKbLkrZQTFbK3ae1OhIBff5WgFt5PyDmirtZsG/o/LqluMdQux1AAyA8BKA8boyu3AmANmw/pTIrSm+XWlmfH+1pqPQvJZf8eUFL67szzahn6/yaAYU2lr+PrqOEvBv0yX6f5MKrCRDvKAoBEb0N9U2vy1dzDp7ID9I5Q1WmWNxORsRUmt3BSii4DezMbhsHaXZ+ZqpQJuzJ9R3I2ytvE0oCzXlnc2kBmt0+8zmhzlFt3IiPHHItgVae6sT2cBaLN7Or4tHhCZ3ywd64/WPZPHYh+26j9279j3WO4Q+xjvbdV37Fq8f4hebKcZ4DNrr07yRJ1tCxhTxIbfFYSK9W31TwG9aGkWv2sb7MsxAC0CZjqe2drVvm9sovdqaoszlgqQl3ajAil16zHSmZF2zk0nnHLaNcqjkR6OIL8J/taGLuhtanssaT/G10spv1NNpYqxhzaG42Kd/3UH9DAr+V6N43rSrS7nXYJjF01xZafwm8Rl5hO+RWTjff2bge1bBBahbt5TYhv7VFJwv6yH/SltJzRX9CMUq1lvlFIawNCEsQLU3ETA2myhehMmIhbEkyitk4SGHC5DJwo8bVIJhU/3rkUrIwRHd0aLD5bE2suntVj8L5jabmHvLe2gU2X/GxymE2g7Itzv8B2BFQkJSxvJlRYIzBxU/QRNG+sOGSfYY8VJD7lekNKKksz9kgJ5SglX64Jd2WPJ5vKQUkFeC5alCZtkkLnNnayhxMEyz4J2KqksYR7PjGGYvh4UONC1pnlU2NT1eozSRIBMBYQIWqnwMcuLsVxl2/IepVCOrpEKLtYE1GZJVnIbVoZZgC25u0/u8w5r5smP7QkuBkhp4HgGyScIZdNCgMmD2/NUSsYXq0j9BMvxFEo9lfLwJEsCbvsWU8za03hiDpStck1jizkIlppl2xgUn4zbgTKPRuOM3dvQo679z+MPdou05ipZaRnWrMFqhYFlhTHGeD25xRgXZoXQKlkzUQjU72Vy/Tz3Y4rlZm3H90M/gcM2MckT37/LdJku0w1KVGvsL4UXrzZG6nYRKg7qedrKLPX1ndkt1PDrUI1UpnfoiKSKJQG0KlTYS3JUh8rjzJZXKb2qfWyL2yQ+P1ZVRa5C6JpskSL902uHQxlprt7foufRuizWN6tjZrl1HmBti49sAQ+zfs/k+9l3hHzaz2P3Z/eO8a2o02zlv2ja4pdbeeMLEstuAV6zOmbzrLpVtDTbqkuxEZaL96I1F79XjJvRKdyroew6KRPHGw/M0s8IjgLjuuxGEpi7Vup6qOG91XrY9QqsfN+b3JXYyeQ745SU16GzY/fGayMYplQslvW76BNgupYOaL5o5qLZrK3tejy+rgJn43h4zZZORsK4qOq03OyFuEz3ZboExy6attZqJL7RogvyGU1b9doWM8WkTCT2CGVIadRde9ZOZOZajzAgO7Gy/UgJqQKlJKTU3CFTAnJGKgU8rht5aV3lKSVOAPyPgbvXJlbmBpnRFswGvnbwq2IkWAlmNlv7GX06QevAvXhtBw/aP+ObqUNfdm3X6h2F2j2qPOYrzW1ybb02onzSwDeD4Raxm3GAkP/n9s/E2dO2F2K9Kami5IylrFhSE0iXipNltR3ZtSDXAuSKXQKN/dyVUuOTcVyyDupiO0AH6y/1wY7HQs+EvROZRH0MsQwFgfjOMH/kAzMQjOWi2yQBLgG+urze7rXQCAaKNd/Y5sWHtAKnC+ttMcSyBbwvabHA+ilhzRlrHq2k3E2S8cbsydJ6i3ncldEY5L6pL1dxBUWsvFaJR0YrsmgZth/yjxZnjFOmoNoIpml9y9BnnlJ52vOOJ1Yy8L626arSeLjAViB+BdcKslmNFXPVru2zNCB+XQXsauvFgLOEbv43o2EqaG7dV0UIk/sI3xHynQf8inVqubOsF2Idsb6bmG71QK2X6dZIJu0wHthIs5xtufulaqmaZ6zRFKjRDsIVobH+GSA2Z7uuSI1aepU3TfuTBsKhEtUMtNO+HI4n9fGOo7DBVrRdDaBWqF1Hr03p1zFrLBy5pzLHVhwwLX9WrLJ1Umb2t1U+YpYzCzUdMyb3ZnR9C+y7CH+I8tMxnncWABXT8GA37l+kLk1b9W6NJ2IvdZJ/pkNFHW9WBzAfq25Axz4oiYjWXLymz1P1t9lGsdapCL32T9+LhFHXm2E9un5n+uikfOUrXoFUC1KxMDCpVKQWkueQVgB+wm5Mc2BstOY6XEi+VJ3CmO6Y+32vuQ65qdlFesty48mXszg0ftbmYa8c/DoE2+I2BGvzPGmo6+alW13OuwTHLpoi4YjmqpGoYPIZr3HNR0BtRqgiI8Ak/6yvZVI21s80jK8CmW5MpZexoPAVKGa0kVJrprb9zASkuqDWgpoMWLD/ayMvkezl/iItARgzoMy5R2qdVeCMQ1y7jZmTUD28l+XsvkcKG10xU7NFS7202X3lRg4JYq2g5ZlzHj2cvTarH9qJkdRY3trnoaLiCq7gFCqIp8YZC9whtaRkwE8DJFOy4PwLKrAYI0i1Yr8rWOqKhbE9arO3K+hxtsxyLHX3SwKYeY/p7u7A8BVMUIEgYRQCWU5+11ZPijueCQ7kspzWp0IEg71pfozl6uIGRQmpla3O1FvReoLuJllTwnoFWLMcrJBg11M7kRK24E8TrcO4FwYYEEZLLwW1TjpYFAGyfQeidgflRhAsdUswt7QyYM1cOEeLstKANRUtaAVmb8ES6rexjSdiZtRglca2V/mu47J2osXYISgW3Um7m2VdmtUp44xlrC0Av7lZLv06+AcBxmoVS7L2lI8pQrN7x8CuvpDDtVneWR1b9V6kT9E68yamW11ouky3RiIPjuKRK1UEuSxgwq7x9Pmr7xshibtUGFUxo1SUSCh75CavuIKlypad+B3VLyUKrMdZZ0zMX5pk5eM9RvRG4kUpabxm/3EjKgd3ShqZJPJ4tfTaklWPybpqfb5FX4G5FZrS1biREssrfZ6BVbFMpNWzBTK7fux77DvOuDcbq17bApguyl907mf3LlJn7NcMiFJ8Ql+N2MYMpOKz0ZAbNdQTwaCz8AktV6Vu7fMx10am+JvrLFqeKYCm3kpat9bHMQPz9yTmiwSjXY/7kAlo9hCpdyulps0k6m2MGkZKSG0nnr7rnXC6OVIY5lOqSKrsFDBO/jhtpm7Q0usQfaz9HkGq2STZddP6dlMS4ECg9W88yCpOb5IZiIdZXfRlvL50q8t5l+DYRVPcEYroeyQ4kfimUHZGsPKk/JbpK3BIcGeWYFr37H4B+hFBCegK5sHuQYK5VDbCkMyqo6SKlBNSqeZWWdEUXOMQHkfMQLJ9B7qI7rNrGtjVyaaJbSetLguRX3rHWc/S4a4iOfbdBsxI3tpb2KHiFGiWLTzXD6jwaGmpOVRWMM5TlrqtBypOHh7rbgKswW1XcAq3EFuh+6gVaM50BnztkTp8oNGa1mRAW8oZOVWUYhhmj+pWSovHBNRckIuBY2uqBpKVClR0Y5tU5dkDdkLj2sArXiagpcyW909xuG75F2KF1YTu0glYOz21ez0pYybzl6D5aADYTLCpGeYWyTG1GAi8z82sdclATm1ZJwvDhwUl7yy2WGrR5lLFmnILuk9wZzcAPAyq73G7CH7RtXEEhRzYOmnlyTCXXp+DRyHA/wAsEexSa6wIrrl7JN03x1hjajnGutgHtxRTt0payFWpX3fAIsjnoJgCY0vvb0WLJ5aSHSJRMJ5OyZhiBQ38Sn0dY23SWg/I3xaYPVBPMwFwBkTF/GcBVTOF6jxWDFvtxOs4UubmykyX6TLdAinJN6NtaaBvqnlaLg3gP1N7vExutc7bTOGak4sIfR1ac82tc0fVToEvt/Zi7yiFjVeBFkMM0UVT1ciRQwAiUsbpEDm4UtaIsnWkiUpHdWNunZSNn7M6zrIumwFfW6BYzDe7pn2a5Z/R+RI+Z4BHHOusnhmP2OIzW/yG7W/Vd+z6WffOU/eW1RPk+nn6tVUH73HDdYYkM+8sntisrRkZ4DrS9mebvFtlmSI4qIYaWv8WCKbvTNQJt4w82l/lezcBVVMyelCrCdqpFuSkFra+4UB9Tf9IQ/UaH1hCkms+aOv6IrXNHt6YSpsshaM0RXs1T4fUb+sYlfHV9vhp+nB8KTJXpOtpA+a7TPdlugTH7k3iao9KuX7nbyVA47acW4ppvTPgalYPMBLXaBkWLdpi3cpse90NKWGsnoP6W+GUeh4Nzp9QgSUj17WdLlcsSP+yDi+8iVEn3VrY3QsZYNzhsnFHwPLxlMqlEy53xVxbmbHOXdOPScwKarcwY1vjNkkkTyYPXcFtOEVMpwB4fEBG7Sd8GJBGQdhYwzUknOAUhNTYhjGEpZ1kuYLx04yN7HsOG1VG2Ykwmk+wK3vkYuBXbYwo5YRSVyy5mvCZqzGuWpD3ta0LszxDFnJdTVhdTtHdEumaWWVHrHKmrrT9FREe02SrugLdaqwzmxYLLU3WMoEv4iEEtFKSCloblUZebVerXMEQboqm3yklpNwOLFwykFr8qnZtzbt+MmIHx1LCmtSFsgFZNYI+7saoAeod1OIuk9WxD66WtLJSSy6Ap1OynsNg+x7fTGOXad7U8i6hnjGOWQTXFEBDv+7ulFWALQXU6lBntJZL2DfnZ5491O83a7AefB+5B+HvPrIa87DCnl0Psq+faVScFACLYFj8fszKbEaXZ4rXWUrRsTaHF2ajrmNKz32c+Gyvr477oeOX6TKdM1GuGOWWeR6P3UUbL5UdFD6KlhCHFmlzfZx5WZL1mrBZMAPavKwnV/TSkGPUmOcYBbf9Uq/JKbrnV1Aw17a1eYwGltaXSItDngPaF/PO6gcOafJZdFY3OVh+q93Z37EDXY7RdqYZQIiNz/mCPCwXcVzNf+z3LMW52wJ0Zgty6168vr2YL550sY+oylgn823pXwqozeYzPh+2E+VgfT68zjJ6QNbW85rNfXxfVMejNdnW84gEYfauTMC1BJjewPtNXUy10biK5k3EcDqkgCMY5OC8VVzlztjN1O4fDj8Nv+L32bBj9ESl0fqKz3xZt6YwTfJ7WmB6YgXhP32Uh3zm0Grs5kNjt7qcdwmOXTRFBpc2vs9+K7ECRiKmUtGMwUXGHIme3t/qR9wN2GLuA/FP5opWEmq2FzvVFV1JLQ7vlAa8OCGzPKUm5GQvOAkkUJsCPu4dWJSMBXRVdJisgOKYE8V9J64V9AmnWyMHmrubZoILeB6Z7ASnLU9u0NrSemKibm5Taq2ewsxiTw62Taw3DtPtW4h/f9iplTWYjLAImYbv1hpMZtAgI6zZGFrPmx+CupyWBJxkiz1WakWqCTllrNms0HYrHd7a/stSkFfWQcbW2EwFUM29kEF1c62yTtp6qM2qapdRapF6qsUfkKVUE7ol2oGcmEfAqwLCX2z8awNkMwzgA9AECePCbvnlUggxkpqqv2a1omYLmg8Y+FUrLH5YMqi2lmzXBRzbp8O4Wvuk1mAJJQBSawO/aJU1Wk45kBYtvTQov/U7WoyZ5ddpB7poqQapTwPt01psEcDqWGB8BckWjDYBBM7cOk7BLx2jgmn2h+66eSicAKVKn6pZj62luVKWZM+lODA2A8wGoGltC+8YvduyVoi/NR8wtnOs/q0/1n9M+dsSkLUP90O6MUd8P3iFpst0K6RROXObMEovBMXGGFqkbR42glYQUas2/qMORbsuy8S/EWqb9XW0KNsaSw3fZuVcuhrbjYJv7I8rdhm2SWfZ2ijoQ8lTslf0UyxRMezF9oEz7zHr3q3fCOXiBkY5Us9Z8vExXnIWzQfm9B5HrsXfM/Dm2FxsLQzWFa/Fdo6leD+W38p3rD+zOmd61rF+xPq2dCJei1ZSCpTFOmZJjRG0Tm0zw9dPvMfvblI1gmoI11R3TKFM7Gc0wJjNQfTgYN17nKmbpgrbNE8wkaydUGm6gIHka3J7VYXG7Jcda1KFSiYUaFgQo8BuaTZ2lvVYx8bTKrXr7po5myi9skVPSfHHKXDrs7gZweSvvG+SeI+1j5jWcXj9vk+3upx3CY5dNEXiEgnNjHkpwXdzqcN6gEPkf0ZESbiZokXajDluAWNaD9vlDkaRyhagBRIzIpYwnBhniqm7V5aazUIJGWupSJlxw0yozDAiWtIOwIqc0O+Th1izDooBtBZzCzPuqeYGf9l1U89daffzK7m3W3ovonWwc0MDswhSGXlT97gT7IfpLj0fW9rDyAPJojlY8hRDtJDpCRSga4P7riC1cv20SgHactP8CTQmGChUmuUZUHuw+dxMnNe0x0Kzr7IYwJQMlLKj1QsWAcB6jK5kbpqppMbwElAq0oruummPJsN9JQ3csPY4cpupvNZxzjJa/DQXxwn2EcwsgJ0SidRi2lWzFlu4C1UsJljuaBgH0TETc4nMjXG3fidbxxZcv8UEa++jfRpgtqbR1dBWl7sc0i7QAaPUwavoNngYwB4deGIA/cO4Ynaf1lpkWoculgR96aqpYF46+O3Xx2sOri0HeVakFt/ssHwHDRu0G90m1xpPvPQ2V+QegL9WUdxK4iLpf3UAwvR7FfdKnN8i7BjIBahkczYotmWRNhOCt+5j8j2Wf/DKHJfpMj0I0kxDp1RAAczdf5hGNc1VvfHlpYqkVgu5Syx5KOf3j0dwIe2PKhR7MrdK8/opipZeygNE1CE/Qb+McYtDFTnA4osxIH+qxvvVPaiLCzMaGi244j2EMjPauwWAHbMaXo/UscU7Zp8q2+sUxv4gXI+WavE7MPKj2WdcurphrmmrH7FPEVjSdExfZ9mzeFVsM74yMY/mO6tt9lHHMgPaSsh7nhSfrX6PbfI7dTV+j7pf7L/m0z/V5yC/tS3+rSHvltyidadQXttmNe1+f48BLAWoqSKnirVUIBegLgaWpxGSpzRdcBjM3imPN8or/op5flIWanXrUCJuAozgnCafEnpLjPfKUF9GEYpGGhjBLeb3Y1booj/STF8KWt7z3Fxo7DJdgmP3JimRmTGOGn5vWYbxewS2ovVX3E0ADt+USBS3fh9jlKVVlKoQzTTkqc23rQDN0ogkoZGlVJFTacH6Lch5rhVrBZbk5KoCDaRwwdCAMEAFPSa1HOPv0kLgppbThqah/wvUhZLB7839MbU6bDrU/NN2LRbsUbHrtds8FJn8a0gNbkioDfJgDdZfAygWnMIcPjkOK3MKszDbtd6eYtd4kz3spT14f4S+a11hkdIMkONpoQYAoRo4ZjAhwTEbFQotrxJSY2KpzdBaCnJpQm3jSQkVJSdjbrBYcsiwOmpqbpfteymoi4EVaXUosC/3lFB21ka1AaCmxlwqI6ahgUAJWBpAWQEzPUxmsYaKsqDHCiPnrzk3Zm31VQA1A2tOqA1cq3W0VuJcdhAnpRZXjHOqllOpf3drMA9A7y6MBLCugE4n7irpAJqDWzZXdk9PtHRQjIBY7dZfWt5Br0PwajypsmIE0vbgyZpjEH7tl1qIrcGFM45/FoB/RW5WYXwGRkdUwCglt0D8DpCZe+WCUtr3AvtcDTCr7br5yOJQMYlWWZHedZoXrul3l4jmVgiqzMRyW0LoRfLM6o/9nY3vPky0iLy+Oi7TZXrgJm67AWoFRv4E7NpvRpBRzdGUIFPRZuKW83AKdV5+bh2gcJRLWzX8sR6/NtpKqLh6mEYkwSU766GGmq5NYvLeuXxiFwpQi22OMgh/+yNtS9Ik3bM0LMMBnZ3RxlmKdD/yghmYRVDsGBgWDx8C+unfR2l75C9b9DzyHoS24ni3+EFsb/Zdrx3jHbM+buXZur+lbxxLszojXrB1b1bP8YU/5pnVmbDt7hjrjroby8+ANAXJFhwCZ5E8ZPia0/7M8kbjCQJcWi4+/2MAWWltN7bfwolZ6BOgH+qFagDZmpvm0vSCNXMAhwIPYSLIp32v8kgGCgOddNJlHYpTM9/EmHtMjLS9IvYzh3YUqQRG+jv21qZNgbGALg71oHmfqNw91q+P9GakW13OuwTH7k1yaWDO1EhMZgRdyythjfVFphkBtBn4pSZQEbSLOw2ReUe6NbteDJxAA2BQTQ5ykmUWU3tkLClhySYgWQyn2hViaz6PL3utLZCj5ymNktvugnXEoConFgyQT6JGQlslHxV4DaqPJmZ2A7luk0ZwiuLh2iOWARUeQt+txADagK3d7gfQedk14qh9optlRsEpFiwdcuC9Cjt7k+6eJO0FPDdz7bUMh8un2vjoSYc/Mpo1X/KRkXTn7qZYkRIhH3T3xdSOleQOrwFk1UypF4CWWKkmZFrx1ISUM0o1uKS2NZmQsa8FKxKWLiHb+igwCy/UxcDVpZpLZG5Mq1obqVRDWhteBoKuiVZHQK1ma1dSFhA2rgdnTA7uGPjDuG3+svBpM5C+W0DxxElaBLoVmLpKKrDE9StWVRhjdHl8rp2AVwpgja6Ymt/rTVKXOw77fR/PTGgoGK281t63mE+t0/LBNXO/lcMFUupz3gFLAcRKyShrQtkvzXLMwDD7S0CLCVdrPr6br7+jcgR5tFuAVSwzo8uQ+zNFCRufx9o8T/n4dxMTXXSvr46b3OnLdJkulFTjVEVsGXRHglXDJhBc7UudRtIJc9TSVRawFK0cEK4bN529PXNSYFtox5KroJSSVARMEhCgc2tkGUeKfykjr6vxaxAYq0jV86AAqcAO5CntGt0oZ/RQXSy36CCkzBbtjqDYFp2f0fQZb9hqf8Yn4nemIp/HaHv8fm/ubeUB5gBOLDNLW3rO1rWz2kmTe/WMdiLucFZiff7aHU+0vmJej9ric5nkM/ZH82qf45pi3ap/FYykiO8D78cxREMLyPXYN12PqkNqf1V3bO0mHqq1tuwJw6EbqVak1ATzlLh/fkgrwp8G45+9BiOcdJjGZc8a3ayAOZQO+/T7ub904TR66DKvlt1avi6bO9Ucx5L6tNpvytiL6HFcCOPs3Mx0q8t5l+DYRVN8Y9M5PlkOcp1vBncMZkRwBKPHemcCgloyACMxTxt5FhyOaQ35e32NwlUYeFGTWY9Vv247BQtqWcFTITMKkLITzKH7Yj1WzQ3Qhm8wgltw0VnSJ4bnSO6RsTR4gnUe8jrriQq2I49IfarQc3n/urtiuO+TaL/NJuxay+UndFod7gppvfExJuG+tFzz1k7AswHdPofjNPsshwfppmkPs+CKAWxpj5xKC3x/CFF2qGMHlLpvVmtkKQ1+TGgumBUlZ6BblLU5rLBDAUoyS69F+tQkYgNEdkBNWBOt4wDUbFZbWBoAUoEErLsKJIH+zJ+3mWmjWYRx9nPj0DYDHvjdFY6CBCQPG8yZoKujzERnmASSap/ZjLWfMMkA9LOA9svwW+N2KUjFwP1l6KsH0B+D7R8CYgTnzGJsDJLvlmRq7aUnZupplGPcM+23BvHX2GTqFrn2e+4KWqqDgKpiqaBhAFo2C7EOkC39YAR3qUT4JHBW2ydGGtZPrgx/ai0Q6WhUrNSFB5O6Zn/HrBD0ZLUtJebYNX5GkO8yXabLdMPSoTLjQtShxVcU9cYz1ZTWJanPwa7xZVYwba6zUzpSNc3KuyWb9odt6NjS8AtdZhqRiQQNWTQneGp3YcKh975W8usGhjULFH5PSs+2mpmBTcc2QOrkewTXZvliXVu/Y3lM7mt/S7gGHI4nlishH8I91QXi/AHxMY51xL7M+hSv63KJOvoWj4qJdZTw+1g9mucsAIv5t/LFcat+tFU2zrHqX1HH0z6OBkZennlozRVD4mg7Se4pcBbXjio1gFl48aXdMnrQvmob/KRKE1EqeD1JwbM0Tm3SfrYyx5ZcGibBBuValeWIGwvzl0NfOepTTr1HeumGDvFwqCirHtYwUlmnqVsLljqrAUZedx7KOY+ooT+X4t7NTpfg2EXTjHFrkP0Z0wNG5qLvTGQESohVBlMQa/b+RSI5I4ikPZFA5kk+JdC9jwlYgZr8FdZMtVuUVZSVAe1btQlmGZZgp1k2xTuhgMcQZqTucuXkwQCKPRIYcYlt5mZXZej0DrU5R1r3eTbgaC2kcpbtqTogZeBZQsYCBsPPDdApSLgyIc/6EHlU8WnrC0GrjBWnTeDdtT7W1keIzZiHTyeRdGin9l4SDCtwQZjOdg55qH1dQkWpO+TMWuIeCCNcWZlCF0xwz0M+W3D7Wm3+GEi/8hkvDQwrGTVX1LwAacVJXVFxYi0S4Eh2zACS9XafdsgrkHJbBzvYIRCBK5SULIh/n33vpf5eG/LsVk1La9oZm42FseRG66kY1N6AJz47OsnyCbvLYgV3jzwOWenwrSlOakJ92kC86KbosccOg/YriHXaXDgP83j/1TVS449tWY65G+jowjm2kaDx0Xy1+Rx7e25F1ttI5m65rhllzQ6K0Y2S4FjJZqXYrcjaX1d2GpiKCRi2pegoIdiyMpgJhfoZr8U6gMO+HFNYYv6tv1jPTZaaeLDD9dVxKepdpgdLMtpCuuUbXNESmTFA9QVl/tzvByipcXRtCYia9ZwUcONhL1LYTIl0xY6Sm1LpLRBtvKfWbL5tF0XcBAe8evla2wZGA8eYR2he2qLRERjTT0zy6qbHjGaeRVPPAspiHuCQv6gsHTdCtsageSJQiHC/bpRDyDsrH/NHjHSW4vUIxM3ybCUFcc4Ddm39Hhenvjjz77P+qa60BZDxGvWxmfFOnEutG3CgTPPGtvWkSiaN/RytwRQ5iv1l/tkaT/IdONQrZ/m39MqKHoGne5UUE81qaehZTi0oP+wky4ReWG1tSRXdmdLybdnJJvnfvo00TsGuw5TalEfvEE2ud0WaSsm2dLqvV/k9hWuWfIN86X3068pjZtbDNzfd6nLeJTh20RQJB+DEKBLaSHSw8V2JGa/P2otWXto2v5OQnZU0H+vqBDVt978CKNkAjZqBurZ7SdrNLXZ/QanZDrtcmwK7VJSUcZIMHMpBuFwbtMXg+rlJG3bfLapIQtaeh92jwGbK+64PwAkRxVe0OitoU2YnTi7dXIQgnMU3u9ZgrhPswVMtK4zIEgJxAXgvlmJWCwGQXQtZbvHI2GeCY3bQAMEu1uZEN4NMQ210DKDZIWGPK43so42sIiElwjtkBxWAw4do0I1dra0PzjqS9KPAkKkVFUstSIkidSPpS7aA+ZlunDvsUSxvFYaVACSzGKvtBIG9WIbZ6ahtFAm97dotv7hyRgjPnglNpN2yyQEgXwkVwGnaNUalQr8BWKe4gkPgiCBQ7r3Q+mlFpZZU7tLojNbjfY1B+2fA2CpPu0j9py2unYJWh3Uk+TS3Zwf3tAzj4C3dki5anI2g2yJzM36OpuVtbqrPW6kZawvAX9ZdizWW+2ehC2Vpz6udUKkumCgqqQaaFZWamTVXPAktKmTxe1QuYntnKSizcjOFZSvfDOi7H2SPPXjowvXUcR4mdZku0/2VopbsaQ5AsYxzVr6clFcAfV3T8FcP6nHOfFb/FNTasjNgnhEi23bR9NHod8Jv6jB0OA+pVqAU4+OFnAZ+IvWMzgFjl9XKa4tezjY1Ip2ebVhE+l4m1/X+ftLfGIMslouP4Cx6r9eiXK5pdm+LlM76MHsGsf4k+WL/gMNXI9a39erM+FUElPT6sYWpbca87APTljea9lXLRB1K9Tz9XeE60zGgL5YbsROvJ03uASNAps8nul9SISHYxrZ03UdDCJYFDtdhlDuE5Sd7vcf8rT2T+VN//5FbHGQJnTNOBP8vQIu7bNeq5HJayk9vNvWrvX9wWnhIXetQc6SatdfvHiOzafGy8zhmY08Q2uTUEaA7XEDajwrbLL6Z6VaX8y7BsYumLeamRGqL+W+BZEq0toA1trGF9LNOBe3O6nuse9Zn/d79zg3MYFB2IKOW0kKRtWsFZt1TnYjWYgDBspyiJN3cKOgxxdrplYrOGzjl8TsAxoZKgyWZAUwj5zDCdQrGyTDbMAt7TsGw9Imr8GD+CTz3krvBTvQsEL/1bW28ZY8FDMTv1jc77JFafspU9oh2vZw/iiTjXbB2CGTtlnOEJNw2LLKJDOBUekrSzFIGj8SQvqW5brrgTKjSSTQBDz+fEViTHcMMEKhCty4bVYiKfSIc4zHISsotKL+vYR42yesluQSTWs3OUAjBOIOjO6MzJXftQ/9t3zVQfVQrCC6xYzG2lsYVYJw6d488BJR4wuTaVo8pJyMANVpjeXuHQJcG009Dexb5Tt0fR1dHgC6YY7l5cH61CNPg/vEkTBcQRldMOekzZXOfhMWBW9cFtWQDvYqDX4WCF0+nLMkXBq8zCD9plwJdK+Zg2Ixebwngh5LQtlIR887+ZuDaRcvOyh8bw2W6TJfpXiVVTMh7XBZwHrQdGJ/1KDA22nQ7N3N7Lm9r5FNjcuHRrdJIKvRUtDim1HoR6zoE4VxldPsIz+Vavd9pPajFTrcGkKuoiJQBm/LcoiLM6R1wSOtmNHErPtlZ+RDyR5BM781OzZyBYJEXxbTFS+J4Z3xpa140/yzNeBXHqbr7LE+sJ4ffLrTOeRHvx7rj9wjExT7MFmbsd2wzgl3HdKKYdGxsJ85NdIGM5SNwOAPF1KAhglyaPwJisc5oIQaMa8PFZEtcz6pHcr26qDv2/5gcxddem66w8Cu8VitqA8pqXoYqtJk5IutdonTuR4yMnaXl2QiLOU1WGlnAY8zGiIyqM1nInu1E2jdemy+0JPdnecZ+Ot/pOmo70Ooy3bx0OdsXTZGZHmOyWubYH3Am8TlgwuepN5ZjO2Wjni1mHxXOgWAmO5yIp8u1v1LM+mNdE8qa2+/F4woJ4RpjLRlZ2g+uWnmatzRHwhUaPNyVc3dn2w3ucQW7Zv8VT+dTKx/LM7qlqUUOLWxOmgXPFZxi150badVzD660mFJ0f9thxRWUlvdaK3etl9W/Xavjtlb/bbiG23EVV3Ct9X+PBafY9cDtK05wFQ/BPXhIG+Ou/Zlb3zWc4Cpu62V5EiLbuobbcA0nuIYruAe34R5cwftxG96H23ENt7U2lg7AnOJKq/+k1WP9Yds6lj12uJqu4Gq6gmv5Cu7Jt+E0nQxztm9zci1dGebC29j1duz6Ce7B7Xh/m6f34zYrjyu4iiu4ipPhuex7/3a4B7fL3PgcnuIK7sFDmg2e/eZ8n8r4rrVnctrmzOZ1N8zRujEnBVewx5VWp62Pq1hwtc0nQTvOx76tMw2sTyCr9jWb+1oYAbdF1nVubpxLf39GoG12OicPGXBgbLZTFoExnuxj5GJ8x9eqNMHijZXV6IXRkOynUfaTK9MhXYt06d7SxGP3z6pjC/iCfD+rfwjlY90za7ZZ+ZuQ1r7Gr+/vIunlL385nvCEJ+COO+7AHXfcgTvvvBP/+T//ZwDAn/zJn+D5z38+HvOYx+AhD3kIHvnIR+JrvuZr8Gd/9mdDHW9729vwjGc8Ax/0QR+Ej/zIj8TXfd3XYb8/Jv5epls2VW48TW5tKDiWuCngwFZUfLQmK1H7r8PX2a3cZz1h8s2fJOTj0GZi2xZNNwithjGnXcsHNdah/yitF+3ApgSY9UjrVAfE2jTUitGlkjQ9yqNRVp7J4HGTBBhpOKSemUwLmJXYvl2fnUZ5LJ7k7Hrs59a4ZiDeTCafjXn2t9XP8/KT2ZzHxXms7JaOFJ+FXsdGXTWUOe9cR8Bya67Oel7x7zzyhj7PrbWydU3vcS3qetS5nx1iEedqtp62+r9VTtuUuipwCNzBwXD9nSuA2k6qD3TQzR6s4uM2s6V/00YUgILc8drUymsWnXFsZe2b14pq2p9vQdRhBDOQy/vgcEuUmfX62Au2cV5098al+0POeyClB2/P7680IyIIn8qQZzsQs+8FLp9E6zPdoWHdMZik9kFPrWSKcdFiXdpuaflXHLpyCl2qi1l7pMFSLMPQsoSyJuTskcdoSbauCxJ3RZo1ER0pPQYYB7A2myeLMGZxwpxA2RLOSM0ayi2vdMtl6bXRkcBK2LdF7OZ9x5QnPu5QmlWYWZP5aZJqKWafJ6DtmUMBC661+4TTuBvgLpEnOEXC7U2s9qWRJQ8PBHDXxj12Ad4bSfQ1+EEFqQGIAJ1K/YB6wHeAxc5HWI4a/tY29j3i/nQ7ExNkILZ81lY/gU0GC/OXwx0O3QrJ6qPFmpr2Wrw1PS0SrQVlPuy1rR6eNekMkfHAODNm/5flOmQljPHH+jigAelHSy2fKbPTu4bbDuqjJRatuNTx1dt0t0sFnzRO2drbXfqYDkFit/paZdXYc89yLfV5HWOXqRUYoMH468E8SWD+1Nwl2Y+UsbY4Y5ATKjsYVg1YN5dtsRyjKyVPQ1XLsS2BPAqEW8IhQtktwRbhcyaURj4Q+cEW7zhrDGf93cR0Y2JRbKv8s/SIRzwC3/Ed34FP+IRPQK0VP/ZjP4Yv+IIvwBvf+EbUWvFHf/RH+K7v+i487nGPw1vf+lZ81Vd9Ff7oj/4IP/3TP23trSue8Yxn4GEPexj++3//73j729+OZz/72Tg5OcE/+Sf/5LrGcpk+8FJB7vFPo8JDVas0/mzXnd5T7mA81EXWuis/yl3J50cF7FDhGs1sRojOaG/uZd1KzUW2KqW91+glRqszH7G4RkJlM00JqawWOkHK+t1h2F0ESMAhvdOuRfo2y3sWsDQDTI5ZhB2j3Vv5jtFk/k6T+oDR0izyGY4PIc8sX8wzq3OmgxwrwxTzz9rXa7P6VS/RJaRYx1njOpZi+0zHcIUa8gSQZzNxLDGczqwu1qcqCeA6l7ZXcNhf1c3Ybgpl6qRswmhZpvOcJL+Wi32Oz1LrShhijvWs7b22Q7MaXUuNxpS1RcNYWnOke/bLu+y6iXaH9/0wEr/LzYzxFfS6FahSim2D2R0Ms8iVbXHLtwbiq+Dxd90zJSZvb2Y5ZvVTft7ekLlv0v0h5z2Q0oXAsVIKXve61+FXfuVX8Na3vhXve9/78BEf8RF40pOehKc+9an4mI/5mPuqnw/MFIlH/CRTVvDpGEhGUCrWs1X3sXoLDolaJLJKOGfjieMcBIQEnFp/a04g5tEJUs0oFUip2E5BMWGtIGNJQFmBWhNOltoD8CtAZmJlbpAQhLwwBljqecztLKFi3wVR5R88vzGjdugArQYbnofDddHSABObohMABQUFFXRzXHoJ7jEbkGMOk+6E6A+VgMEJTlEbbORib2obUrmNCGAMM4rY5IIEzTLWBow4FKKukQl0SyVYB7lHsq6HEtTWW7Wm8MPoVRHYI2MHBwpZ3l1bLSnYspW4u5DbvOiyAxz0InMw4G8ny97dLAl2EWxCv+fqBVeAu1Qm+CmUu95vrqQxtlaCQp/jNa3PwSNapvk4uC7djVGfYJUnWRBPsfSYZrSErPKE1eLLn1rqVl9+OqXGR0vyZkQLymgtNrpoej817tpoaTl81oSyz6hl6bHFaos9VmtCbcH5UQiENXCspAaItc8tZeTYbxUmo+I0yzsTCLeUOBy5FnfNZ9+3QLFY79aYPsDT533e5w2/X/rSl+LlL385fu3Xfg1f8RVfgX/7b/9tv/dxH/dxeOlLX4q/9bf+Fvb7PXa7HX7hF34Bv/3bv41f+qVfwkd91EfhiU98Ir7t274NX//1X49v/uZvxpUrV272kB6w6VLOs8Ttsfm9Ub5YgtDkfJF00gQy36N0frXVut91Fc5BpxpyUwljCGQF2zxmxxj3W6Wkse+UDBasQ5uqKo6Q3YoluUzh3Lpa/NAKtxATWpdOMdIypYGaaK2zD/nVcibS0LjBoZ+zk4oPZNzweeyPdeoDiZ8zPsDrsVyU3xHKMQ+/z0ANrW/reprcm6Ua8sb+xnxn8SVtf6uvW+2z3HmArNiXOE/Hys/aPOszAmWzflD3UiOICFDFv2jIoGNPsPdiJ3WqgQOkLOQ+29IyjFIDjPoh3yfRLVO1/D0Ulva/ArW6wsnT5akJUIMbl6E/EOuWbcIzuEs8v3d8bKSnhw87g4HhdcNfc/Ge2q1pEDggPhCNHcwc1M6c+s2txbT/ntcpqyar093mL9PNS+cCx97//vfju7/7u/Hyl78cf/Inf4InPvGJ+OiP/mg85CEPwe///u/jZ3/2Z/GVX/mV+JzP+Ry8+MUvxlOe8pT7ut/3X5opN3otAla6W1LlHqRMZBDKYCIDUFCshrqU4MZ6Zt/jaSgzhp227jVCkZvJGE8kqu13NsBo3QPYWTwylGaOmjNQzcz2tOxwkvd2imWqDZBirDA0uMw6a6TPwTOCOv7dTolksHyfQobmz2A4cgMUPFHm4mTaVFppA8rIawx0MWc4PhD3dGeLuwas+TTSri3hFLSWcqaQkHEPcrfrYbyzBI9OVVqdCQz8r+crkmg3ZiT9Sdg1BzqyBpfGHCJkP2oDlWwevQ7fU3YQk4LzWJ7PhONyEfp4WnHSZ0tF76hA7NvT3fd2uMtDUGrXn5z3yPfNCXzum6WfWjxpe9r+aB1FV0MNzq8WV2PQfFqGYagD3cpLY54pOLaXdhTw4gmVQAzEz/vqfmyuluqO6XHOCI7tDtp3d0t30VTw7TDG2OiOGeOQVaRmMbagVAPGzGIMBoyV1E+tRA/G36zHCI7V7N9nCktUjhT02gLDIN9HKWf8Pqv7PGDZltXYTPGK9W2NYzb2m5ju7x3FdV3xqle9Cu9973tx5513TvP82Z/9Ge644w7sdibivP71r8cnf/In46M+6qN6nrvuugvPfe5z8Vu/9Vt40pOedK/784GSLuU8TbqdRF6gCo7zQ92c4SFBCR6vdNyOyoHnYsgXlauonKn4BsnvpCu37Qogql9uVx9VtPG4IlfqXGFje4ec3B1IUw8uK6MoZRjJcJLlFu1ce9UjvaaQVjCnv1rPzL2SeU8x0lemWQyzY9bBkRds5VMajsn1Lf4xsyI61obyr1hGPzXNgEgtpw+8hN+zescFOu/77F4E6c4C4jTPDPA6K2k+HVcE01QPAsbxz67VcE2Bptg+n38O1xRsov6lupuup1l/2F40oJitpwi8VaAJ1nP5Kq7T0t7jEJOOw6iV1M4nlRJubVqVDS1NhqEPwoEoH3KVnJTyM9yWy6kfDRdK1wz9j4YE7n0ygl7jgMfJ26LxW0H6o7zOiasDv4m8Rkd+89L9Lefd3+lc4NgnfuIn4s4778S/+Bf/Ak972tNwcnJykOetb30rXvnKV+JLvuRL8I3f+I34yq/8yhve2QdMUubFpMSLeY4RJyWavL4VXDES7xmYpnn53SDzQwCN32cAnPZbBRVNivqsQspqtWMFQTHOXvp1Dyy7gpozUIBaVlCgzEg4rQuW9g4uyc5JNOIJuJOhT5vDHU6Vvb3UiK4BYBaEnyKhnSFJ2IL3XD7JKP2+WYotbc/B+RUFvxOcwsVdhyIW7FuggJ08Lt8ItC2dBbQ3i/sJBvXZKZzmtZ1azXQJJam38boNz9oe2tL7iD4q1mttZdwj8OEYWp6LYNfvKWkvredos+Q7y/qM+ARcyPZ6DpM9Zzc7puWc76h4KYI26PdpYecugmoJV6UfzpBqmzl1V0wCB1q96iKpjNBPahzBIo1zp5ZkDh55PfvASL28WXYxdtkY784t0QpOhnk7jJvn8cRG6y2CYu4qqQBXkTFuuXSOwf/HmGYj83egbi3mSlkVFCup/y4KjNGVsisdAojFQPyzvxo+daGRpsXyWibGFDmm/EQFJyoMs3xbn1EAnrWzBQrexMTYgNdXh3X63e9+93D9tttuw2233TYt8+Y3vxl33nkn7rnnHnzIh3wIfuZnfgaPe9zjDvL98R//Mb7t274Nf/fv/t1+7R3veMcAjAHov9/xjndc11g+UNKlnOepAkAy+sbTq52naj6qVsadzYpsvH+YnOf4htOo8KWQ/xg8FYVDt56IWrsLn7ppNI7LiUqW8iPJ8V73bZtq77OdVNe4RF2RW+wx/iWlwZHGMq7SjJbOgKsZjY71xHwRGGMbMSbVViyni9Dl+IfwGfsxo+OHS+6QX2jeGVBUJ/dn92Zts0zUOWZ9PE9ftlK8r2M8b5oBanqvHrmnOtpZ/auwnXLqV3pKZHzdogIQ55J1RDBNRd9TjFZhkLLxHZn1m38n4TfX3L7dU8DNFRZL/K2GtK39VIBa0A5ka1W06xkFJRtdIBDmVmSAHfvletz4utiE0EHc7qspgOXRjWlPo/M34a+xjRG0clMD0rh08FhsylJbnmnoq+ow4yMgRTxs+1hivWflu6/SjZTzHoxp29dJ0i/8wi/gp37qp/A3/sbfmApMAPCoRz0KL3rRi/B7v/d7+KzP+qx73aH/+l//Kz7v8z4PH/3RH42UEn72Z3/2zDJ33303/vJf/su47bbb8PEf//H40R/90YM8P/ADP4BHP/rRuP322/Hpn/7p+B//43/cuw5GRQw4ZHhbDPQ817WdLcZ77DcZO4nebIdNlcCtU90037GxdUuOBMYIsj9agJgL1bq3oNsV5kO9ltSDcNcWlHutO+zrGDNpBB6WZgUzAwNGYIDWMXUgSgocMED7ePreeLqfAQQaBL7I3ylO5LcCHBY8/lQOAqAlkQVWP2mfGkhfY0HRdoyB309wOoAd3n9aA11rdfo9BszX8t5Wkbb22OFaC/jOwPcM7m/B5m/rAe5ZL4PsX5sEoT/FDldxpR1owHFcaYHyT/oBBMznAed3rS9Xen80sONpn7cxUP89PQj/7ThtQfQtkP2uBahfel98/sag+aybgfdjG3yW+zDvHuQ/4xr80IDS8hNkWsNzsbm9MqwR5j9tc3G4zv35jOskyzPwUy19B8sBrLUBWjz9Ui3SnGl73XPgjVZl+k7MgDF7p9dygrIu9p6vCWtJWEuL8VZg1waLsWRxDDsdad9LOk43I72cfW4Fe47A2IxunoemK1/AkXyzv61T1ZT+zoDBsxSPB3D6mI/5GDz0oQ/tf9/+7d++mfcxj3kM3vSmN+HXf/3X8dznPhfPec5z8Nu//dtDnne/+914xjOegcc97nH45m/+5vu49x9Y6VLO00RFatw6smvzT98qG7e8ZtYDDmT5hsNx8qDKYdyy8jymT4+AFr8rbIZebmZF5pyDeUdlcxyFjpDaca1FThwO07pitBqbydMsEwGzLZp+Fqi1wkCGmJ9y8rpR34xPsE+n8AD+s02arcNiovwdDwXQuZrxFv0d06zfCJ9b1/TerB/Hrm/xx2Pj36o7rpfZ72Ntz8YW+bLWd0zX2hq7Pt9jMsWxP11Ds8PO9Leu0YrDNavrcgvU1XbiWGOZ2brcegcrkJifWSvQ6UbzKEqoSA1ENzB9pJJKmwix26/RJ4GNOj2bIb71oNupoX3HgKmRFo7mCyO9dz+crXhiMXl4lm3YJW7MM0bzecC0y3Rj07ksxx772Meeu8KTkxN83Md93L3u0Hvf+158yqd8Cr78y78cz3zmM8/M/5a3vAXPeMYz8FVf9VX48R//cbz2ta/F3/k7fwcPf/jDcddddwEAfvInfxIveMEL8EM/9EP49E//dHzf930f7rrrLvzu7/4uPvIjP/JiHYzEkqD3jCjzs2DcXTj2qTsMDqj79RzyQMpWjEcBa33ad80fAb5IZ0hEc8ivuyw1ATuvuL/CUqZiMRdLFFN882IxhrJF8kJqE5SNhi/JyY+7TXqQfBp8jm6W3GWga8PhMFmXo/m0zlLhlEH/M9wVIYHcwuuwtGujprUbQKs3noh52trwXVV/XHSPdBs5D8qfkLqN2Qo6g9L25xQnAa7oRx+A9mVWC3Os4NkrLid4GEt329R95dp6zWD+bN/3j1dY/DEPSeB24DM2YKNJ3flxvKcrqDY4x37TnRJ9nEtfF74hl0I9tJJK0itncgR5ohk02rNZkTEDfjhfClBxVniwQAVPXR0t1LzvPtOlgWIKWDGGl4JNPCnV3SDVAgzSzrgyaMF1KsDx+B64SkTQWOcjWp/tA3g2B8YWlLJ4kP3hL4kr5eLAWAfBCLoDQ7yxKDTOvvsC2FZ2NE+kdboYZwrJRDg8+hvn/Dzrj2kmwN/EdCNOIWJkpD/8wz/EHXfc0a9vWY0BwJUrV/DxH//xAIAnP/nJeMMb3oDv//7vxz//5/8cAPCe97wHn/u5n4sP/dAPxc/8zM8MAM/DHvawA6Dkne98Z793mS7lPE3KUZQjkq8qbVSrdVpVV9UUJ3U7n3E+6gJelfZVyFNTDk0pfKNV/jyfkwy3RScnVpjPyziRmqqCtSLxD2jmY20uaDmmivRs82HsmE6W/amivschXd6iwZFuK5CAjT5EPhDp/17yRhk6tjkbl/KbOE4ViWZl9PtsrmZ5o2w/y7/VFstt8ZjZWGZ92NLrZ7jGVh9nZc+ar/gKRX0o6l+z/qoiEfsNzGPNxdfWw/7N/7jGTybXoyLDe3t4AMEK1xX3GMd97N2YAYaq22n9mrQv8l5Xfq9ALbX1IwHZIxGndmgH/3O1dtyi5eBHrdJBeoXJfLNhRrH0sfjdKuXV6mv2mniv3EdIqaTdP+ZKyf657jED3mxc6v6pvbi56UbKeQ/GdK9Gfs899+B//s//iXe9610oZXy7Pv/zP/+6OvT0pz8dT3/608+d/4d+6IfwsR/7sfju7/5uACbg/eqv/iq+93u/twtN3/M934Ov/MqvxJd92Zf1Mq9+9avxL//lv8QLX/jCi3VwpqgokBWJOacnAls48lnhZrtxbbEdba+G79qmPp5Ffmt+SDm2rZ8aiFFBMu1fSY0qpRaAX4aUrIGKZiWWCnKtpjTXjFyKnQqVYC5WuVHk5D6hLtbZLzZh1sZ0oTQCtWAPs7JBgwwS6Pc+HsBLAkTgiAFzyXmYn4AWr6O15ARvh1VqtxZZ8zWkVr9FVONOSIUH3C+tj+bGQTij9joq7CRJjxqyw9Jq8L1nhueH9IxkWQEyyKjcdHiF2bxFsk+wiyI3g1saBGJ126aUjYH9AQgT6hLzPec94g41kwNGPHiBjie8Pu7ckCnSuSUNPSSIsw4lGD/O4235bGkAzIK1nQw5AlzOKEufeR+NydduVeX9TO3JLvKbYJO7Udq8jzHAPP6X76WtAeiKjCzQsQABAABJREFU/XGLNFquWdv+TBTcSj3OGWQ8o+uoxTCjcLDlarkWiy3GEygt6H72wPvt3a/B8rRO44nxvlyLCgvplE/+tiWW5qlSNu7exva2lKBZf6hExfvHPs+bR1PkRzchcT1dXx2mUdxxxx0DOHaRVErB1atXAZjF2F133YXbbrsN/+E//AfcfvvtQ94777wTL33pS/Gud72rAyW/+Iu/iDvuuGPqmnmZbnE5rzHyKrSex7won99Kkewc3nfl79AiQNvz7ozkhmEWXHV0J03n/lWuINxFp+7e6rgp5mMZQ1B7rw//qtyzvmXqyAVIBLaO0T7S7hn9Psuqa4sOz+i99oFpBpRpfWxfJ6ee89qsfs0fr8f64u+Yf2tRznSRrXSMl2wBSRzrDKTShRt1/RlApPfj75meNOtzzLuVT/vIzwiKzcY0+02ATOOD6WfsN/XB2N/xxAyfWw2RE4HbBPQYLvqsGaQ/1rFFVELA/d6+Xmc51QPlft7DTqOs4fHWahgZTJxLSRuP9MSuKz2hjqdQVw60zKc4TR5bHr75FLo+aMNRd3f0nmgssjFpbw/T+KpaTdt5XV/x3DbCLZfN+zLdSDnvwZguDI79/M//PJ797Gfjj//4jw/upZSwrjd3Ml7/+tfjqU996nDtrrvuwj/4B/8AAHDt2jX85m/+Jl70ohf1+zlnPPWpT8XrX//6zXqvXr3aBW9AYqNEok2ic4xgKwPJG/kiQ0YoEwmm5otELjIhZV7RAkxBL/1MoTzgYFnFCIwRAUvSuFKg3p+KsiakxJDwZpmFnICSkVJBSY0AJqDmhF2y6JCECxiwv7Slu8cCOjISAirwUy8Jj+2wNvFugeL/I95nd+wUyIoTOCjmBJpB/03K0Z0Jt2NaOjRhoFbtljt0RFPxUS2xrP8GRSz98ABlHdZSbtKei9C1zaeL1rS60qD9HlvL8wNkQhlXsXQYxksxj0fkIpinJ1Mqe3K24rZdPgZPGraYz2B8oZjH0x608yPjcDZKgd94ugJf3jcqJlYuWj858FTagq/w4xSYx5kGrc9yf5IxlpcCajYez+vWZ6OlmFth2ZzYExnr9GD6CryxD7te97jTtUOR/Ar4uTVYPCBgPCFTDx6ow3zZ577sPJYYY4zB3Khryf2zrvbeq9VYamDaEHi/VAfHIgAWlRbNM1NuZtdm1gOQPPEvgmRRsYtA2kWAsbMUpK2/D/D0ohe9CE9/+tPxyEc+Eu95z3vwyle+EnfffTde85rX4N3vfjc+53M+B+973/vwr//1v8a73/3uzq8/4iM+Asuy4HM+53PwuMc9Dn/7b/9tfOd3fife8Y534Ju+6Zvw1V/91Uet1W7VdKvLeb5xNGr6Rvt4zrQl35wZlTF7NclnnHuOamCSOvzPt3s8n8c2Y71uee7t1qFfNha3zHBbsUMwyxU432pRtS8qopbdebdeT8XEwYRkeSp6MP4DGjoWHWljzLNFL+lSFgGzNeTTurfAt2PxzbZiosVrEXSLY8IkPzbuxTLx+zH6r3MNHIJQsS3+noFLs3b13gx82xrvDCjbamN2LQJPsSzvlZBnBtbFlzfmBw4DEGks5xSup5Cf7flRtWP/VSyOIBu/cxx7uaftFrmmY54dCBdPtuT1aNxRpS72a6YXhvc5DXW1EBmAR9wB4MHJ0CuKNlQj6DW+YKrnMDoiQ+qX/jfCbdpttmGio+ocrlPYa3/oVVJDTx1e8xR7ii5/857TfSbv73jdquF4LtPNShcGx57//Ofji77oi/DiF7/4IMDt/ZG2Au2++93vxvvf/3786Z/+KdZ1neb5nd/5nc16v/3bvx3f8i3fcngjvl2AExAFv+J3YDwZckaM4mdktBkj0Z1ZkClB07ZiimAYjnzXFK3PlEmctq2BXaP8jL6aqym4MOK4rknAHfuWElAKkHJFLgUlZ6SSsM8WpN9In+2WWrfXRhRtYsowCbmTI7PNIiF1MMpNeNG+uwOl1WVbLkt3Z6RFlpLu0v83+G4PA8PcddPsrHadnO6xQ0LBCa5hQd9b7VCDlSldEKYd0Emr26bdxVsCgVyShFSMqNP9dBX24OR/GcgtxduE1KBGtP5HWKf0WnbQgPzODNDm1ZiL71KPzE8ZhQJny0RSdF5PsIYsjPBbaktf3R5VGvG+jScpjq1ca1JDOqiPz3y0RuO8n7b5ViuxaFHlakdtjra0wILcPwTVTsWqbATCNIC+x/0iUBeZ+h7xVEq3FTiduH86SDfWr/djX/dlZwAYQbHmUlmKu1b272tCXYM7pX5fU1N48qGSEoExKjQz66+tckXKz6wOotKzpTCdN3DzWfXN2tXfs3buh3RjTjG6WPl3vetdePazn423v/3teOhDH4onPOEJeM1rXoOnPe1puPvuu/Hrv/7rANDdLpne8pa34NGPfjSWZcF//I//Ec997nNx55134oM/+IPxnOc8B9/6rd96XeP4QE23upynQJbSPBXAnO+OvBUA3K1xVNCYf1QAj6VRJYpqWT0Q1Nx+zFLudTjkxlajCubbVAxRQap/mMsGM0YGsma7e+U4DHMEaOV4bUpT4+bDVp4t0Erpeix/kUD7Mzq/xRfiuCL4dwz8KuH6LM/W/dmnlo3lZ8DPWWnWBwo+s7y8FwEw1hOBI2AEd3j9WP94fzbGWBcmv7faiGAg88yAv2hEoOCU1j3rh+bXPwWzopcO5PesLP+UtfI9UL0NcLCLIrLqqnFO9V2Iuqbmpdq3B2oGUpZuFSAtOhXNkKHmASDzBpVqchvAy9aDSfXv+m+8H2mxnzCJoYYqpXXytxMfOy3P5gtOr/oC1o3xkd/oJvmhf819ne4POe+BlC4Mjr3zne/EC17wggeEwHRfphe96EV4wQte0H+/+93vxsd8zMd4hi0mptdnRC0CYvHaDLACnKAq4VUCrIRKCXxkIroDoACa9kXbjoIF4AT1oCwV29Lr79ORAZSEnFpMjQqUXbVTTEpCzaYw02osoSInOy/S8AY/D2oBrbBK74L5RtPKTHdrF2Rk7JFw0qQiK1Pa9OQGWJmVFk8szO0XSWnttdK5ws69dBfC1Fr3Uy5tjzl1EErtbK7B3D93LR93iwnCudOgu8Qp6cwoOMEp1AKM9RThnqXFPFNXSVqJEWDytv0enxsjuy3NCo1yJWE9O7GSp0vqUjy0FHPZuLZ2CVd6smUWISmWZy89L8FM7vDovajYpM5kU++F7pvTtXF8hcaAyQBwrefzp6EnXWqbozsmXRwTVlwJTxOySka3SLUus7XHuna9vANmVGkIGqLXpxZe3i77GYEzdbXc9fG7PcHoTrnW3NwoHRjTz9JijNWaUNYkVmPJ3bCjIrI2eqJ0T79HYCwqNbNyCL+jMHiWghHLzpSlLaDrPP2b5dG+z/p2k6Wm+0NoesUrXrF576//9b9uJyWfkR71qEfhP/2n/3Shdm/VdKvLeXMrAZMByEVtM02PmrM79YCrMZEnp15q3C5CK+/8C9iKX6ZbG/5tLK2f2geVA/y7Jm67aKlIaDowVkW2oJVYo120GEtq8avd1O9bGxXMcyzQeNwAmbnJn3XYioJqPs2j/LtFyyPwoLI520G4znsRHFN5PZK1yItmdR7jZVsA1KxeBYViPTHN+KQmBZL0eyyfw++YZ1buPP2bldffM6xF52t8xT3RYEGfm85x1PcUZ1kwjld1MtX31AiBdWgMa9XBtp7ZDKtRTyB9Jk6cxjoJ3tHI6hhQpqd4FiCnhFJp72ooWapATgW15naaJXUtdQx3qskcSpUppc4ArojmUQr3oPhJ8up0ae35YGhxao00jADc4aZKGur26T30LjnkOxP88CakS3Dsgulv/s2/ibvvvvu6grHeyPSwhz2sB9Zleuc734k77rgDD3nIQ7AsC5ZlmeY5Foh380j52VsSQTAmJaZbIBQ/SfRmpq0ReSCxZBuxbr2uRFrbU2If6QjCdR0PNn4PG5jtxgJoQNZEX/QKoCZgn7HWimWHwWqs5oRaAAvqCrMqSzugqftOn+swLA/RnztJoXGsibGMVtWs1UCgzL7toACVuyfQkqkIAMJYZMbfopTCPE64FdiqILgE0GqMYBrvjc4StL9ycss4VWZVtra7BuKN5NmILutPQ73OfpZ+xvkoNDPxSN801GH1n/ZvQD6IBop2V/mnLzRayUGuABWMD2bs9ASQPnGWXDwXBiJPQmdh38Ez3wlX5lMaCDmCTUwEpMxd0YCwaMWVUAdGQOsqxjtzkGs/tDECbKWPS0+KPHRvpGumAm92nzHIYiyxHRjLgNZtbmlmQfqjpZuCjsroCxygU9uCdQVQE0qzFoPEFWMg/rJmpHav1uYqFE+7LQ6cHQBEW8DYeYComUIT65x9zr6fBYzF31v5j93DkfyzvJfpMt2gdMvLeS0pjXaOoJsaBMiOl1Uoqza6SU7mr3VqEsaoibt9/ZgO1UFXE13+8c/xuhOOQxCMm0kOBvacFUCqSLVxiRrK12pWIu0PxYCxdIzuHQOkWPUe2zRxRsdn1+LpkDPaH+uFlI33Z5ZkkHIz+rxFt/X7rLyCFcA20LRVZ6wrpgiSbeU7XIaHbR27tnUvzt1Wfp2LGVg1azPqTzpWrYd5jgWhP9yxnfeJ32fj0XxZ/livvgtaL3CoL0aglX0+kTxcv1vWY6yXfWN+xiuLc63vWJrkreYsVAuQClGvglwy8sLt+Ha5JqRUkWoFmjEEtYGRQkW3KU9OlZXO6f9OCUcb2lkt+sttbUeIzkPAUE5Wt8l5H1P4zfJedracWXa2iXKZ7tt0YXDsZS97Gb7oi74Iv/Irv4JP/uRPPjjy+2u+5mtuWOfOk+68886D3eBf/MVfxJ133gnATrh68pOfjNe+9rX4wi/8QgBAKQWvfe1r8bznPe/iDUampkwqh3txpWuwxRo+Z0BVBKaUGCqj1B2ASPi3vutORGxvy3oMUlbbjXmLdqJvCfTPfjWZ8FVginLOAFJCzdmAtJTa0b87ACtScssha6YMzaIBB5bLOIGTEyNcFjjfuMYIgZxgbc5jNh10miSPUXhgAW21CnJ3QtSJ8jNWzLaJ4JTVEwVtXjUxWCNUWT4Lve/ukR77i7sbh2HRSUodflvaGYS1XU3Sg4IrqNhLm0rqa4ewUriehm8JjIc2wlUO6EWJy90jldtXKcUXpkBXFWSE5NG0nPORo9fOYwhqA6eSoMslzBrH4lZVBMDU9RB9VXhgfJ8dey1yGyNPiEzQuGIRdFqb1Zq37wH1Cd7RGTb21wG4GchlUfnGHSob+9rzusWYAnFlGE/ra+XOm/S/ZKAuKCstx2Cuky3I/loy6ikwHNhB5alijDO2tr+ZsqPC25bF2AyQ4ud6pGysB/KbC20rILOW08/4fZbnWH1xHJG/xGs3Ia1YOlh+PXVcpgduutXlvAiIVbk6Jt9Oo3pGHn34WpLqjm1oPbWrX0lyM3yCb7nNlTsGYrA6XS7S/8fc3IZSGu+QGsfkZXJasasec9UlkIolue2zNGK/5t0dQa9ZJ1cA13rn5nKs0moF2yK/iPHCtA6Ea0pv9ziMY6llZv3ScWwBJPyLWrHWp2OL5bUeTVug0Vl8QvOk8D3erxhFOYpvW23M+hPLRyAoltN7s/EcazuCf5oi5rAP1ymWbvVXEelYv4JewGiVFXW5aIFW4WeGadv8XTC6UFJv4/70TurVWGaQa9rvuP5PAVzB4VzHtRnHXdFPrbTrCYwxZmpdtKsy3WdXV9uoTT7occqpu/jV0jswdo2Nj8NyuF/rGHUaz1sxWzTcBHftihslxwAuSL9V1p4BX9p+n6UerO3mpftDznv5y1+Ol7/85fiDP/gDAMDjH/94vPjFL+6H99xzzz34h//wH+Lf/Jt/g6tXr+Kuu+7CD/7gDw4W7m94wxvwwhe+EL/5m7+JlBI+7dM+Dd/5nd+JT/mUT7lQXy4Mjv3ET/wEfuEXfgG333477r777nbqhKWU0nULTX/+53+O3//93++/3/KWt+BNb3oTPvzDPxyPfOQj8aIXvQj/5//8H/yrf/WvAABf9VVfhZe97GX4R//oH+HLv/zL8cu//Mv4qZ/6Kbz61a/udbzgBS/Ac57zHHzqp34qPu3TPg3f933fh/e+9739VKMLJTLfGcgVd3FImBDyRCuuaLHFz7ijsUVAoxXZ1u7FIOXAiN8iY5kBYZHZR2Kr9TJloFuAdAbjAlOq6PcSLVNqRV1WYElIlXHHEnJTtNcE5IWxMJpAWo36W6D+2qCBdtpHsolg5A93jDQyRHHWhjSCMqnnNyCMRNymM0tO680eJyjgobcewYxEN/VdhRWEbxgY12p010aCRQTC+MdvS5OcWDfZCx3n6ObosAb6SPdY+sEFKpKzvlPwTEtfACqkc94SPACvL12XJAqc6Xk98WhiTTwjVBkEY4YxOeOpcOixggzKxzNCcg6wOWjmUBqtozCMYwS8aq9rjLvFp7CXWF3erscls2eQh/5Ey67RTVNFBz2pkgCbgl846K8/ffuu/fPVl3pdOq7hs+YGpzKmX6zbGfe6uktlB8VqwrpmlHUBam70j6BXwmgphvbXfquQdhYwtmWRFYW9qCQdA7CStBEtB3Ckjdn1rfxaZgtA43dNZ92/j9ONOeL7Jnf6Ml0o3epyXqmjtRfhIsbi8lePYJKbXsy5nG8f2S91lyTgRRAMA/92bh8FO00aPUfVvRh5Z7wa9V72xluJd2urKJnVWPLrqfjJlMqRewuRFkuVAx2jTKug1NamQ9zkYJktYCwe6KJ1pMm9gkM+cBadh+QJUzd8Z56oM8R5ifXEvHEpxHZiOuta1GO22tjq+2x5zvIfG9vsXsVxAG6r/BZiofe3RFNgnI8ZSBY9fiB5ZjHEIpAWAT+18OLvaCyhfdF1y6RgmK7pE6mLMo7qfbqmVM6aBfDXPkz02Iq2EVqrRdwBTLdDQUmum6Xk9Gh8DLX/P6NFdl1L6kuo2odO1DELLFqEcfMXPb/Ku+h3jCNEizZ/bUfgy8gPQbHRXVPzq1Y2gmZzy7n7Kt0fct4jHvEIfMd3fAc+4RM+AbVW/NiP/Ri+4Au+AG984xvx+Mc/Hl/7tV+LV7/61XjVq16Fhz70oXje856HZz7zmfhv/+2/ATC54nM/93Px+Z//+fjBH/xB7Pd7vOQlL8Fdd92FP/zDPzzY5DuWLjzyb/zGb8S3fMu34IUvfCFyvvEP6zd+4zfwmZ/5mf0340E85znPwY/+6I/i7W9/O972trf1+x/7sR+LV7/61fjar/1afP/3fz8e8YhH4Id/+If78d4A8MVf/MX4v//3/+LFL34x3vGOd+CJT3wifv7nf/7exdPgSlbfayV+elqJEiH9HoktwnclhHpN2x/pgOdXnIdETH3Vq9TFfLNTe2K/4jgUIIu+632ukhDP1MvWCqScUHNFLdUE71pRV1Znp1Zady2mVE7AmjJ8yWnEjxZnrJoZSsEOuxZi3AQ9P9WxIuMEe3AnNrfBWIj+pQ9HA/mb1c0aIAYMZMwhLJLYRcipAWQ7oDupufPn2u5yD8ShtWUob4SmtIdFAZoR0pSB1OZuyYepZJ7woUMkXi4h4xQGwVQp40s1YW1QCk94SeA+TOozwDlRd1QuU3dpVJ6eQJDQ+ggQCPJZLdIbn6/SLcKUkWrEuNxKJ+lZ6sseAkrxCaT2tN0yjAcceIB6Bea8D87QGA8Mcs2uO2jGeq71mF7uVumvdcbpQXyyaBmGblXm8+1ulmVYueoyyfs7udZOnKy73paVH8fRre1qNmCM8cXW1IPw98/mRjkcV0SArCsa7d4awbJAW6JCNLPCiopRrGeWb6uOaJlQJ3XN+nJWv/RarC+O7xiIN1PCLtNlus50q8t5lcodXLnST/6NDotGX9deKsmrGst5cAAM92k9Nnuplc9tv/RV+jLav88wAMoOrM/tzjy4gQJrlE2AmuRqKW2gtdGl2iyCgUqZL9KrLToWwa2tDYRTjPR9jzH+WJH6Ir2d1a/9UpANk3KRTgOHY/MpG6/xu+ZXmR0hnwt3h9e1jWN54vXYpwjQaFL9YivN+s2ycdyz/szqmJVV3WlW11YfZnni/M3maPbsFJDi3OicHuI0llSni2F4CIjxdwS1aMQQx6TrSNuNbsps71Ta0/7dhnF+dd3zN/sxk334PiSgtrYYB5TnsaVGG1KpwFLbvDgN4TFkmpySpmG4lIHHJXK46T/Sbk5tgW68j8OILxGpLvt56LExW7ZeM8VQ1QbnPCGCad6j5o1Rtxb6B076vM/7vOH3S1/6Urz85S/Hr/3ar+ERj3gEXvGKV+CVr3wlPuuzPgsA8CM/8iN47GMfi1/7tV/DU57yFPzO7/wO/uRP/gTf+q3f2mPEv+QlL8ETnvAEvPWtbz04sOlYujA4du3aNXzxF3/xfSIwATgzuO6P/uiPTsu88Y1vPFrv8573vHvnRhlTZEp6XUHkiKxXGGHZcq1UEIvf42fsQ2SoCpDF+uOnEkIF45RYaz7dFWC7sz7ptZwaka5t7A0gy8nNbhNMcioJSH5yZU4t2kXKyLWYaxZaIMcElOpWZKkNPgHmhpmAfbW8WR6SWx0vcOAMcHdGEifa5jiAxp1ePb3JpqViBcO927aMk091kSw4hVu6KQBHAHAkt7n1wx4SSby5jdJSTO2D/MABA9LchXERd0kCZ6mPILU+M25ZarZltT3qaIW26/PmXvazvZjaDiiosqxsEeUudNvs8ltpsFzBYaB+ZXTqFsj5UtBm7BX7zefLvX+bI3dQ5a4O3XG9Tgugr6dFjqdVEujy12A0mfb+HMYCYwwxBMDMv+f+LDVgfx3q2EFdQ4uMz+fjEFTb93FgKN9XeW35a0JNeRhngV1bG/jFwPtAksD72U6jpHVYsyZzgCyhlupgmAJjKhgqKDZTlnzix+vRQmwGRG39YSO/L8fx+1lg21Y7Z+XFJO/s/k1Mt3qg1lsh3epyXoXRJjN4ddobubRiBq5Lc/trbRF0lAe4ypPYDnwTiG0dRvjkdxMi7Ygc9jQJKThEHezwonW4Hzl2bbxxjJ86KnrOKWlBp1nNkgwwoCzVirzC4o0x3yzWFzDSrxmNizxgD3O1XDHyhZlVV4xLGeuauWXO+AYm12c0+thvfkYgKvIWTZHPxPqZZnqzLs5ZuwjXZm3MAKoIGh3jP8fGNQPIYh7tQ+wLU3wJz+KHs7nT/sSxbQFr8VRIrU8/ZyQ0glBsJ4ffIyI0ulkmuPdPxraRQmw/Amf8ZOhF7X/US9nv+M5GEG0H5ALU1TLW9s6kNq6EBEPMlRZ5vOQZJaP0uu+ytd7X3L7RbZR2zKN5bViU+/k5UjtqTuMms8v2NgVp+NPN7rgxffyP5EU21AtQ6XlxE9ONlPPe/e53D9fPivUJAOu64lWvehXe+9734s4778Rv/uZv4vT0FE996lN7nk/6pE/CIx/5SLz+9a/HU57yFDzmMY/BX/yLfxGveMUr8A3f8A1Y1xWveMUr8NjHPhaPfvSjL9T3C4Njz3nOc/CTP/mT+IZv+IaLFv3ASFsKUgSQeE0JmRJUPW1EP2fMFHBLNUg7vBdBLg2+GAl1JPRKwDkGNzqyFbKTvArU8U2OVGz4S0DJoA1+rdWIYifebeAW2RWAKdVYSnOpLGDsJu5EliUhJ2BJBjDZkcDcXTBAKqcF+5qwJEI9RpyIT+p+AkPj1lYb91J73chtWhIKSgvJ7rIXoRyeirkbXCI9BklGxmmDLHjGoh8dYJOnonBtdfoSqV0kZZB97p+MUbsodltam3DMNuw3Oa3HxUp9NCok51bvimj6rLvYGYfMzHpSBl5qz9KjhaqxcmSJWh9zJanb26kd6NLraro8ItJuPg2ZT99NcndFe8aMWTYCUjpOV2z49DgjI+Mj8MTjEfwkyBTqyRhdHj0k89YpluryqUBXGq5pPLFd/z6AddUswhgLMNZZkbAvCaUuLdaY72wVfi9mUYZgNVYL4G6TApTtk8cZO2t3P/5pvtkpZfFz1sZW3viJSf54L35u9fmYVduszLH6bmJyQPf66rhMD9x0q8t5peQGKvHlirScW2plcs93KU2uUOWIr2w5qI98icEKtkTNUWlTJTGF/M6veaRPHsor+WDwB61FN+hUFRT0oFbkdkIlWmDtlJJ9Z84tGhXpKYGvCITp9xl9V7ofabwCWuukjYpR3p3Rfe1f7C8mZTG5PnuY+qmhUbZSLKffVf/YqmMLLIttVLk/e24zvpMm37WeCMLF/hwb9zHwS/uRwnfNE79HvYX3IlAWy+tvNYSY5ee4tf8sl0IZD61r5enGqPWnjXIU/F0B8H5UuLit74bWxbWjMfk01I7qjjFOmY63fU8FFoxf9cQMsxyDyXupz3VtIqBD/ErVqDsp3XFbjnEy6lByNslqAeYgVlwIs9eWh51tL31d6JGuR0TT/9yud6SyVfO0097XenNlphsp59GKi+klL3kJvvmbv3la5s1vfjPuvPNO3HPPPfiQD/kQ/MzP/Awe97jH4U1vehOuXLmCv/AX/sKQ/6M+6qPwjne8AwDwoR/6obj77rvxhV/4hfi2b/s2AMAnfMIn4DWveQ12u4vBXRcGx9Z1xXd+53fiNa95DZ7whCcc+HB+z/d8z0WrfHAlEhh1TdR7ZyUSSgXDotsjgS0FrGYEWolctDTbuh79xiOh050BAmXRnPeYAqjjchkRWLNZi+VkJrUZXZiqOp9lwVqdFNYE1GIZEv3U04qaU1PlG0GpCWZ51vY0m5BGSIXipg0vYY+KXfu1gm5/Btbs4XY8BHisP1bXKaztBak9KttP9mPe/Sh0BckK/Bh4GvcmrFjhUcl014Sxx9QWaoyu1VxQGwG2wwGiZzwfKwX52vjhIdhFqzf2jQ+UM7hI78cFYGPjfRW46V5qvVqgorzl3bVxKdcFqCIA5OfKGA6FexLxLH0emaW2TIXFVZ+1MzAdWWry9Qn8OIDUglQm+FMZFSYHkXiPllzc+Z8HwAccgHKXx9FKzAA1NGArhzLRoixD3TsB9Hwan6z2lZaw1t1BPQaSKfDWgLF1ZxZjJTf3mQaqrdndKfUUygq3HFtTU3I2ALEZbZkpLDHfPuRRBYwKUiyv9arCdMx9E6HerTridX5XQVTr2hLEZ3Mx689lukw3IN3qcl6tjZbXgiVpIGgHuoyPKCIx/nFrze2bnR+ZBCFyDtRFk22ht+v8BHI9KoQj5+1j6XUR7FIl1Fv0Nnzbi3KA94Z54a6SvFdbvlIs5GvrTqqmMA9dnNHK6BKpoFgEzeLmwmyjYVZfnMB1cn22WTHLpw8k3mNSK52tFMG5mFSmxiSf9kHzzgCpGX9RHWALQNuqT/t3rI0tHqXj3gLIYp4IOun4o9dMkntRd6nhWvy+BQ7y/gwomiU1hGA5xW44FvY1htWJGI9ej/qcGjeoHsdEECzWqX2ClN9jDBGkIK7qmjr3rTxPqK0AUjfuaBNVG7VJFagFNe1ak+NLVcDgOqQ6h0ntZm0axhjAh0p6hYNdSmeVpjK3an+koW4Vxo1zB85G7ct/z3SFCKK5HtDzVwCp5SlxETx40h/+4R/ijjvu6L+PWY095jGPwZve9Cb82Z/9GX76p38az3nOc/C6173uXO28//3vx1d8xVfgr/7Vv4qf+ImfwLqu+K7v+i484xnPwBve8AY85CEPOXefLwyOvfnNb8aTnvQkAMD/+l//66LFH/xpxhSVKJAIHAN5WUYZUrTcmhG2JeQHDokZ70dgLDKFCKRVKaNlOSZlMjl81zohYxiIZRLGm0BXyrqr5pRe22eqBnKVipQqSs3I2SzOcja13Sy6zNhkSRaKPyMhVwv0aJ+1nXS5NCptA6KdVcEOaOcW0rqL7on7xsEo/lJ4ZRD/3P7Vxi3c2Q5wk9p9B8jQ7/tJUB6na4GeZumkmS3mZqlm1905ojbgwp3tODsatL9Pf4fxSH7NtVRlkgQ/sMBP0HQYzniqOjWW/rh5KqcvX2cSJoOm9lqMDM5HvPQ9Co5/xDVo4cUcynD8ZWBIhQzdsfdamdbWm9LmJrId9msvscZcYVikPmdutPQaGaIzwnWI3UXrMV89mlctyuqkDQb1hzwrBbX2Q6wxBevobrlIezYPa6U7Ja3GDl0rCxLWYhZjhe6UDQgrJdlrXZJbjamVGE+iZND9qMyoSyXpSfy99b3AXAy2gKqta/XIfcg9TK7FslEJ2+ovXzpVirb6FMvG9u+HtMf1n2J0veUv032bbnU5j9y51LZhlFLn2UbXnU+uXYgyekzXy+1Eem5hBMjtlPOvWIRqR2gqKl1q0ZDCfR8PWn9L52YOho19o6yEQQIAKPKZgNhtwhlnrCbUasAYSX6a0THbcZrTPAW7Tg8GfbjREIE0/T4DzOL1GWimmxqQ31u8YQs0U6BpK0XQcCupoBbbYYqAx6w+5T+x7shjttq7kTp6Dd9Z/7FxaB9mz0IxkQj2RV4OHHd73EqqU51l0EM9aaYnRvCLn/twX72G2H+CVzF+WOwj36NoZabAVgRH9beCaarvaR0KolUDw4UsWJW1IAX3wASgJp+YcRMg0r08XHPaqbRvfBhO90awLNJMhPsKUHFjX+upMiHsV6S9kQYD2k80+hnHJDpDzVjr0uXwG/vinZ1upJx3xx13DODYsXTlypUeG+zJT34y3vCGN+D7v//78cVf/MW4du0a/t//+3+D9dg73/lOPOxhDwMAvPKVr8Qf/MEf4PWvf30PCfHKV74SH/ZhH4Z//+//Pb7kS77k3H2/MDj2X/7Lf7lokQ+sNCOukUHptfibKRLxGj61bhKhU7i5bSyv1xTYirsQ2s8ays/GR2EBGE9NyZP7SnRnRHQA0pKBYVSeM1yaygVlzXaKSS6otTQZLKHUilxMUUdOTW6xwBYMxM7PflJlVYCMUFpp/KkIqTNCZZZl6rbIbruFWGk5mY9gDCEKs0sj7OBB+D1Ir55maf+rzZGLrRnXYDHB1OPd5YiEXffCt9GfouIEe7gID/DsSEawAgoYK82XgsUyS72n6H1yZlWlXqoHpV8H6Eo5woLoy9D3TEZ3Qj+pM2K8VEn0FJnUaxsdRejyyH15hwM9KaRXeotj/DLGGSOTNBmaRwyML5JHZZvFJFAwKjA/WIyDInUYZrL0uVEAbTyRMlp+UYHJEkss9/EpA1/lHp+aWpnN3DPZv1KMWZsbJQw0q8k/G2jWQTCJNwZKSnoapSo6MwXoPPe33BNjfrU40PszC6+ZQrTVt2hVENOMps76eqwsMB+bCrQ3Kd2YU4zOY1Jxme6vdKvLeU6nLUIm7RoAP6jH8YSoeOlWW5aNGiUBnmfcyHF77jEOqSpscfOF9fp2HnnJKE3wOl30VQWdp1EUHTeYUmonVnZaVIFSG603zbgCQIFZjhwDwxQso6w7o70zOh/BsJiX1/ahneiKWSd1HONTMV5ZwuH4KHZC8un3GspikneY9I3r2gfNG8uNi/BQ54i6QuzvrN2t/LM+xbyzuo7Ng4udh/PGzzgWhPwR+NLN//gctuZTy2zNe5w71ZtYB2Bujyyn+hqT6lUFo5eetkersJiStMU+pNYu6ymSh7+LlE0YQ/Wo8YOCZnK/jpFM2rhqc70mMAbIkbedro2d57c6XI1q8qHHhtNrv6bxyiL9dDpOz4vaZXH339G+loO+RjAsgmljX/hbF0tt/7FM6kVvLjj2QJHzSim4evUqnvzkJ+Pk5ASvfe1r8axnPQsA8Lu/+7t429vehjvvvBMA8L73vQ855+F0bf4u5WKC8vWNXNJb3/pW/NN/+k/xspe97EZV+cBNkQjPGB7TuKno5SKTOu/nHug6u7o7KuGNihoJrlqeRYKm49FPZSYVc3Au1jNz8YzrMrZBIcIppglySwJqNiuwmmznobtkFqTMwPtGzdcBIGuCbErm756sVoNlUhuOW425JZSHoM+d/HFvl9Zno3XSAgbIJwAH7Nv3pZf1EOk7+J4sgaIC2gONcIe5TO6wwqENLogE4BoyGHSfANcYL8Xz2nWezEloxh+KMxQCgSvczUIXmDK0GDDDz8lSFNUBv+VAzlGpIXX7OC9b+29fdNzd9z6hg0aAA2raCsGi1Gc4KiVoo156P2uv12OReV0OsnlywM0BrdEKzI5l2MmKyFKfPwv+0f//MMhnkhWTO0P34Puu5PkKjPftAIvSXCeLWotVz7eWBbUstovFkylpMVZS/6wlHSodWwqO0qquWIX8qoxExSMqRVGJ0U9g3p9jCtB5QDmlz7N2t+qJaTa2eK1O8l6my3ST0q0i56VURflunCuRT5Bz5yYz5M5Ro/pyuFlyTMEh96XitAJC47kp5rl7b1Fxgoqr0oa2C2k3hb8ZGfESCoj5mXHsa6GoZlylrIM7JQqQ2t8BjdTvkc4prS6SR/94LcYhU6AtAmUzAO4s/qS63RZQN07bOD7WER97OVJmpjNoG/rAZjpIlONn5aNsr/fieKK+ckyXmaUIRsU2KsY+pPC51Xedq7pRJrbJZxiNATiWwxd4/JyBUqoHaT8R7m/NkQJN1JuU/9MoIbpM6jyoJq8AWZX6WBfbjH2KOEZci/o9umFqXa2tVIG6wk6v7LFlAexWIGcguQ2qB2U5PIpLNY3YvcPJ8BKszzfVKbdHMz6lk5xiBcNcdtflVVu+cXOE1w/1C9/QUL2EfkujGeGKLJ4bqX9+oKcXvehFePrTn45HPvKReM973oNXvvKVuPvuu/Ga17wGD33oQ/EVX/EVeMELXoAP//APxx133IHnP//5uPPOO/GUpzwFAPC0pz0NX/d1X4ev/uqvxvOf/3yUUvAd3/Ed2O12w+nY50kXBsc+8zM/c0DlmN7+9rfj7W9/+we80HSgDDFtMZhZUgYbXR6PfTK/ul0Sf4iyT9yBUAIe75PwzUAvzaPEWQNIxvLanoJwNdxXgqttJ2vcBFIXVEsFcl1Rmu91ytliluWEkvbYZbQYGKmToAQDxtZUkNIKBsC3KV1AF00/m5KRwWqrxSbbQSvfd6UjBAnhAjs3cAUDxBOMI2RDN8ilwVejpViGWXMtrTSJsZ4WafPiwfWVZLIu7libwK5WZoDbaHH6S89jdxc45GN1Lc3GzEZj86aitZ/hhV6LQZBqkmu9cOG9tjlXs0P074z35rNT+5pw+EyXfgKG2YS0hf6LRyU4OOY7SY7xunLhge1Tb5/10qpLn8SoA0SwSmHYRWbZAagyQJrMq3aDainm4yV4FldUzOtWbgK81YS17NDdRxsjNrAMKGU07+ZplG4xxiD8CWVdRtdJe1G2lY8afm8BW1GBofC4Vfes7HkD9R+zLNvqt9L9Y5+z8Wz9IZTb+n4Wv7nBySjU9Znbl+ssf5nu23Sry3mjRXGz4qq0UJ+pKcYjkpQZufP4beT6s7hkMz5GN0xyc331yas9MEJq+WJvyVvdbnwUQiNGMMJoWitzlXYrI6W1W4X0M5ZYSaSZPtkjABbp4IxnnGLuHrnlNnka6iBYFttSCxul1Zjki+NQ+XZG+6M3xaGmPd4DVHyZp9jOTH+O7USwSvt1rNysnbP6pb+3dPtjupPOUz1ybave2O8SPrf6zOel19muWkxpOzpGrSvmi26YdElUdJ06XtTjKg7ju7OtLH/sT/T0kVe263NxDKrT6XurMdbYho5X34dWrluWoiIlICcgJ56QrtvY9WBJrnI1AmS1d0ItwUZPGa/dF0o5yJvkUZn8bafZ+/1x43uk37NrM/3D5X7XrsY60Sl7qWgyuJCEdNPFvPtFznvXu96FZz/72Xj729+Ohz70oXjCE56A17zmNXja054GAPje7/1e5JzxrGc9C1evXsVdd92FH/zBH+zlP+mTPgk/93M/h2/5lm/BnXfeiZwznvSkJ+Hnf/7n8fCHP/xCfbkwOPbEJz5x+L2uK/73//7f+P3f//3p8dsf0GnGMBRYAuI7MJZV4qP1KNCk1mHAyNgioEViGJkwCeoMuAI86L4SUSWUHE9k/BEgmzGvBAzxxvQ6qggNyaWp3BpLCTi1oLhpl5BrRqkVy1IsUGHxYktu7nPJz4EywkhyaCZvGjLdxNJdgy/MQopiqpJc7m3Q5gaI4q8BRNb5tZXwvQYVYwkkMV6ZklXCdBpvxOOc+SIoDVSiwyAdOh0a8R0O3URycZy2cfYQ3UmUqYIh9A0e9J0WEn1XHTguZUfqhulLgnZ1zp54CuQYbh99Pjk7utOijE9fB7pquvWVgnPOHn221TWRd9wZ15+MAU+u+JTep12on0E63TJrBPicOY4gFuuLFmaU58f4Y6Pbo9d3aBHm/feYbQu6i2R/CwiKtfLNWsyCUrf6Vt3Fyt1SjNfLmlBPM4bYYhVzgGyFc3u9rg8q/kVQ6liw+63yW8Cbgm2qHM3AsFhfvHeeT47zrPEeA9/0+0zQvw/TjTzi+zI9MNMtL+fx4BBRdDr/SuSBMVA/N0/IM8kpqaId+wMikEWwyxM34RDa9ROxo+Jnv2xDrQ1sWhdgG0dLL+N9UfWRp3orh0o8rZIyRIVZjGEU9aSakcZtuVwynwJbmn8WY2wrqH+kp5pP+xeD459i7FMKZfTxaFngkNbrI0ghb8wfTy+MSfWKOK9MFJmi7B3zRcN/1S80xXYqxn7M8sXrW/njeOI8x/kq4Xqs15f5nEfq/a0+x4D7ypsjwEXRX3FmnU/9XiRf9PbR8STYOjiBr+/RwGhsO45P22C7jFEWQbcs+bROdY3kp8pgFMC3gESYftYcd1p8sSb71WpWZY2WFHnISs18SKm9oq5RkQ5SH9MHqWFbvPyh5kYaOr6u1BG2NiwwyOGaRryQ8rduWB+6fxqNdPkaXQ5PLd4YDtr5QEyveMUrjt6//fbb8QM/8AP4gR/4gc08T3va0zqYdj3pwuDY937v906v//AP/zBe9rKX4Uu/9Euvu1MP+KQAlRIeJRARuIqI+6yuSNBjvVomEi0tFxk+76kkFJUr9m1rVykCaCTm0ThIgTmdoyL3+3wEbp0r3P889T7VfQYqUJYmnqYmfKViOFquWGtCSvtWbUauFSVV5AoHzArabrg5/TH+RkoJawthTohBw+MamfVdBwusH+GN0q+MMbhUQPYITg6pOcgFuUqHTauVBwf4w85IfZeYJLeCMc5s/mglh36fJJ+73HxES8u/wh89T5Ys/RGizQEfjITkBcVsLeMAV8XaT6WsvY8K9HgsNBfvAWduHgyZS3ZpbbAPHKEHzmRSMM3bdY4ed4LWVspqZ2D7sc69nALp5QxmZZtF6icD1qD9voL0HFFnnKU9kSL1jivOXS1H4IyAl+dZsQAVvT3OQQUtxNyt0q61frU4YrVmizdW0KzG0E+pLPuMujZlkhZjBMTpKglgjEGGQ4XoGOgVlZ1ZnrO+n+WmGGOXYSNfpJ1beeL1Y3Wf56+EukZZ8DJdphuWLuW89mpVAKkpKonW2G5bTlmCQg7pK8Mv2Gu6xyy2mCp3gL7mekQQOqezVz3DT55WVdISN86c8yuPchjOyQgDQaDJHdo3yhPePxuxbKSlBTUXpFJ7O7m0Viv8NMtIq5SeI+Th38ySjACY0vc9DgG0GTim5SJgxvZn4JqmLcs2ndTZePW+ysasMybuam7pw+eh+wqKxfYh96p8zuqP3xWYiWVj3bEOHXssN9OFtPyxMWs/4jqb1Rf7tZXi82f/TuGAktYTLbGYcrjOl26R66ojsk6+A7yu+VmvygJZ8jEEj65RJvZN3SzZBvXOtY2T7czknCL59ZrorKmaare2fnbsNY+O6EZJ6zAdGSXI2rQW8+YcxEeju0u/1vsAwM/gHXUppuh+6TR3pM/UOkif3SKMYVQoc1NuV5M+1wUOQq2k5DL4MMAGkN1kWe9W3wS9YTHHPvuzPxvPf/7zb1R1D9xEhsl1rsQ+MoizCLKCWcfcKyNApoCbXufbqyBcZN5K0M/jBhkJYMbY5xljV8JNYUIt2hQgY78SAMYTC/WkDKA0ItJOwMtLBU+QQq3AkrDfJ+yWvYFhqZrLJYCcnVQuqYCulDQ7s9ixO6Ddc9dGkmoTerOAUSYgH+4peNwwhyc8chVrICPwUkqGneQy8ggjlDm5LkiN9/Fo9grCb2jWcNo/Ri+x0k6wPGS7EXXGIGNZnrFZ+vURZEqggK1itR1lQHDOwSnr09r75kxixW4A2wAe4ux1aLu6YJPcd8ZnC2ntbQMKHjmb0zE5KOVqBEBm6BZagEaYGZUbMk0Hwfx1dig0MkdMys1ilfFvDwfWFHZdkaWfubdZWnTUWoGaFATLWGsDvzTGmMQfK+uCutp7Z26VZi227h3sSu3kyg6OqeVYrYfCkyo38a9ufJ8BXLP8dZK3hM/oKql5EcrFfut3zTu7Hu/PBMz4NwO+osA/a+8mJQp/11vHZXrwpVtGzoPRtpISUk1tU40bHLlHAPVtG+e2MZUWqmDbfZKAFwUh31ZTGy3nT84zRkWO0kNuXJZkwtXCPrbOf9R5CS2X1z2SF99Q69daEP4eDY1anfxMkd6phdUW3Y/WZDHemObbT+ri39VJndqeWqFp3yKP4ASpvBvH0uVY6c/Moob3FMzRdqJsDPmNcH2LjKqMHsuwvshfOmoxaS/WHcc6q2fGl/S+9kXn4zwpzidwqMvwmr9W8zQrF+uOz01BqagHRsBR17/qfKw3WmzNnhMNG3T9UQTVucuSl+v8ymQcCYfAFwHkOAf6/ujYOR/RgAKNDIT3nu6VvJlqAZJDRUpblHZ5t8XKqjepVlhGoWgDpvX4JrP64DjN5mY56S4fCK2+PDSJWqMpHfW/MvyeiX3u/qn6TQ1tdMsxACkd4pv3dbrV5bwbBo798i//8oUDnj2oUyR2/K73FESL5WI+rWeL8EeATP3JR7nnkElpG3GnQb/P3oXouhnBMk01XFMmoowlzkvKtr3Qx51ITe2nBOM3WKpgyS3QfSrIyerYY4clr0i5kbzkEAtpc5btTBd5U+suvyesjTSQfJVmTZX65M6MbllPi1MCBcw8j59flWHnIhKM4hRZH9f2UPJAGq2OjIpTLMjN6s17XjpTATzilRNlh4RsTOvQnsYpcyjJzQ79sfFYAz5at99yh1CWtW88DkHZHRdMAXfcOTqP56YvSDyuuQjDpHNlhisWXENlALR8JIz6QsbG+8pIjcG6e6NHoIPUrzv+MdaX70zNwDGPT6ZAGU+ddOVI4xZoLDPO374BjejtGvjVRZBuBdFAtgaM1eqm36XFFis1o665Bd1v1xpAVhpYhpJRC3BwCuWg7GQRCGtTctIc5FGFIypM6uKCcL+GvHovWoTNymHjM96ftXGev1neMmlnq06E79rPmy01XaZbNt0ycl51Zasm+euygQNkln3cvNGtIqXxzv/HTZEZYGbkgACWqo+mtJDXtu5K22b77nbbCxJOpR+qhB72E0PvfHNHY5/2XlaTvRIqcnEOm5L9VcqJW/TtGGAVrzHO2F4+95P8pPkzIE3p935yLW6ozHjEKBQMa6YnAglKm2cyvtbJvxHz9DyKHMzanFn3aB2atB+xjVndW4BXlftxbBEk0jL3Blib9WuWT8G9CI7F6zFFzx5tI87tDMjS6xHpmYGeBWOsMV0zMxfKDI9RpmuUBkqQ/FyfdKWsIQ/gMlV8fqrflVCHgrgrHEWQd6W7Uma0uNGWP9eKWq3iXNEAsty6VEHdx+XruZUX8wM6xYTFHDFU0Go+Qa6vRHrsgNkot7v8PeolAORafJXmdN6mTWl+60/jNYzvW2oyOfsy3bR0YXDsmc985sG1d77znfj1X/91fOZnfuZw/9/9u393fb17IKZIVBUgUvBH70OubRFWJegzBhrr13qPgWsK0M0Iewl1HFP4lOinUC4S/igUxB2sAuAa2nHCecOKLfX8Rj+9gU7WakHK2SzFEgVPs12qNWPJRm5yJgwFpGSiY0p6LHtFqWZZlsDYYwQg9uA5gUubIB82ybLXQ9gpwd0vKpKAVBwBH2GG2gJZ6dxy2Zg9FojDHux7wQ5lIN+p12/3MxQWy70P3gNrw9w37X8+irWBZepY6eSdANAoXlsfbKZ8Pxwth7bvT4z31t7PfRPx6cQKMJoWGaFKD7aoygAzkn8n6f8Yn4XKBOdhS8nxOpxBKhxqrdO11PvHds1EeSerBdDA/4fukWp5NipbBVSA3HXSY53tWp7c29B+uCLUXCbh4Nha0nBCTtkvPb5YrcmsxxhfrBAcS0gFZjWm8cai62RJowJyTGEaysGFvNk9hDpn4NgWkIVQHyb5gHk/Y76t+mP7mNQNyXusf8fm6CamPRYs17mjuH8Qm9vfCulWl/P2dUEGHX1GGmxWXqYvnnRTC5UkxpTkG2l7Gq5Dro+0Psl1hE9XIb3uqHixdm5uUW6qvXbvoUZQ8xrnaIUZf6zmTlnbNlYtQG3KcCuSCtxyLNIqvRZBLP0eXSZjuVkdeorlVt7ZJox+RvfNmXw9A35YZiZzM22BZqwjh+sqgyPkZR16UNesb7EPW/13bOG4TjIrN+tb7EPduDarZzbXMyDnrDbLkXx6Xd1Z4/PSOnWumWZWejp/EZjip7bJcjRUUN1JdST+5jpVsEz7PDPcmelaqv9xLe3h87BgHvNsJpO0vphc2AAyoLtXllJaXtsS3qeEmhZUCbNDV/U4Vf4YvBMOLOnfMjyawxi/Dry5jEzZmp/UBwLtk3sjXzgMtnNIizH8dvnd5P9xTLYh0+X0mywz3epy3oXBsYc+9KHTa5/4iZ94Qzr0gE9KAGZyw4whRSArgkpqXaUnkWwxthmDioyDnwrKzQA49i+6S0ZhhnVmjH2OhDaF72VyjXVxO2Gpra9p7F/JRl0zCUr1e7UFyV8ySqnIEgG21gX7NSPZ1gRSsR3emksX2jJqtyAbRVHG8HIQjI775nLJMwFVJB1FU9aWQVGXBJDAD2Ed2jlZG3SGs5ZVbAVWgWMIVXGHxb31D0mzPcIF6H1Bd7hQ8dt6s8h4CKmN4JYGu/NZIAjHs6/2cHCMQQ8cMqSxse+k88lyR7z0paN9qkjYY9xdUsWD4/RdHweCmHxWXFJxWVL3zVmnu1M6ECaB6lsP9o2Ueg18pZeePwbL5wzXAIzZ81arMV+h9jzt3go14U7NylCFhWQukwL6GcO1OVmrWYSVFk+sNHCsrPbJ90xPqCwlu9VYjysmn92CLI3AVld65PoxIF7vn3XK5MzS4Dz1R2EyKiI1XMNGmUiPte6ogM36tgXebSkRsfxNTit2zTrx+uq4TA/cdCnnNYvbvuF2+GcbSctgQWZpnt/pssNQ43UF4ijOqCuQW12T3p80bn7QfeEXY3/4O5IOctUZwkFAbsyeq6hyFS0ujslyCQCKKchDVaRdGidMaeAeI90/61RK5S2n4Z7yBqWZETirG/UqDY7B9hF+b8nLM91AZXZgDPzOpHJzBNK07YgeaDvatzT5HscQr8W8sZ2LlDvrun7fArL4/aznMOtP5OPx+qy9CA7O6h70FRwaQUDyEWxSIya9r7qR6oysO1qH6VydgmeOjX2jqHsqdVSYUQLkfjwBM55MyXcjh+sRROM71tpOK1Bbm0YeqG1Ur6bPvS8QP8gsUi/f6FYdSWmdb9jz+nzR8p5abmH4VM0u0msFvtQzZLzuD2IEykYwLcjn8iBqpSze/m5iutXlvAv3/Ed+5Efui348eFJkgnE34Lx1MEVGpjsSkRBF4qtgVZ18xrYgdcRdBY5HTWcR8h4D+Ug8Y9D+aFWnf73OJMJLHQn8AgPJBoprn3ay3oplB1PY27nBqcCAsWokK+WlxVSqyGlFLRm75RQEjCxeeALPpOQnRWCHdQh95AZ1jVg/oZIEDcvupLW0VgzG2SO3NkwsNoBk7ZCKJYqzayP2Hk3KLcAs1wrGNlH3B963/z0yl7VBkXtEeskeeKIj2x2XlYNP7t7hOzFuGn1oMmmHARS486MyMLqRkNkQnKu93ZG9cC3kALal0D77kKTk6HqJXtJPveRsOMMtoFWXH99QoadrsiWecOk7S7nXRfBLn5Ey1zX8disxKkwOqI27T6GulLDy1LXaZqsmXKsZpZz0+GG1pAaSNSCsmJVYLU0k6cBYsvexAB6AHxhii6lSwpMpoxIUFYktsEgBpggMzeo8VtdZ92ZC9Na1LbBra5xbbcTvx/Lx92w8l+ky3cB0q8t5jK1YUJAy2gmVaKLKCJBxy2tLcTrv9Xg65WG5qOwtbdMMoB05QSxV5mgF79bw1sbId9nmyKnRWx7JTEaTm1JtN2QbrcVxTWNlI9gVabC6S0YeovkiiFZCvbT2mlmMxTKsH+3zdFJm9ltBrdnEabkor+t8INybAWQxaTtMUQ9XcKlO8uj1rb7M2o3939J5Lno9jknnOV6P5bbSFp+NutFsLmP9M4AsrgVeUysu3uM6UAApYdRzdhiBJUV8NG8O+dRY4RSmLy2hzJb8cwK3CDvF4Rrke8T1n+DvVwr16XsZD2krrUht1ZsQKvpnak5C4wJRiof+v+c5XA5KS8d4jRUjgDWGUcmhNafH3pPUhjK3Dtt6IaLoxuR9OQTGGPpkZWgT8d64TDcvnQscq7W2gKSX6YBwKxqP8BnBoAhIASOhBFyIWOTeqLuP+WN/IgObgWBK/CJxn+1YzB4921EwTAM21lBeGcZsTL0OAcpKNUV8wUhlZIwVGWU1SSwldGuxCvtdUgOucgEKUFJGTQkpF9Q0iqrWVQfIrCnfwSAZ8yggV6DWWnQvpMvjOF2+P0zAZGmulCT9NrxdI8P7idjKmnITpFd0gK/XSgs1nkPlZSuWXsammJDLmCg6W0tr48f2oA3wyX0uTKa0WXEIR0fpArjDZvbccmvF3Uysn3uoXR5PPBldLq3//jwIgu078xqNO9F7oECX1VHBkzk9t+3H79p86G7V0lws3SLs0LrOyqwtD+s2mZzw5gKE8pwnK+vxzQ6ZvsZHyNhi2BWNuTYmjFTbKZQtyD6ZLvM1UKyu2XesusUY3LVycJsUcKwksQ4LgFhUcJQ+IPyOwNiWgrRV57HrOOdv/dTvrC8GlZ4Jn1vgW8yn7el8aNoqM8t7H6dyA04xKtdZ/jLd+HQp53mqlX+2qYa24UbXn1ExMmmhgNtfQ02HdR/8eV08RRq9boCgmVojuMWCCl767IIFwiAzREjMr+iJ0P5LR8JeoreXUA0ja7JWKjCLsUgH1U2xwhRyBcRmJ0jO+IVanEW3y3XSXgTegJGvVByeUrlF3yPP0Ps6Udr/CPJAfsfNbQVFoq6gdaTwXfsyA8Y0lXB9pgdsfd/SBWZpq78xz2xOY/nYh618x4CsWf+P1aNtzZ5PXBMKhsVnoAAZk/6OrpXaDjBajQGHOiJPzzRfb9dLKaTvpD6th+3wHcnyW0mK6qKsk+8XAbmZzNb638M8ozb9oS3DVl/uhXN4DKbLHW506wCcKlrXNc7YuPntcjZ1IMr1vJ/7cBW4oh5Th0mZiXPzzZCZ/D4G7Jf7NWG/ergTng5fdWJuQrrV5bxzgWOPf/zj8eIXvxjPfOYzceXKlc18v/d7v4fv+Z7vwaMe9Si88IUvvGGdfECl8NIDGM1NgUP0nb+XUC4yJCX68UWYgVwaJFGJXg5ltCwJ2yy4ohI+7ePMRz1eZ/vx9EqtU3c5WEbBOO1vaoUjs2snTJo1SgVyQqnVBNfcSEyLBpmyEcClVpQCi0mWE1Ku2K+wYLK52RwlI4apWj7vfhUR0Tpojzs3wj1zZ7QdZ9oTKWl0UmiEcMG+hcR3gCihNj6li4HWVoxdltqU08rLbZRI4Jf2MGqbYAWArBcZenIk2YbGRMnwoPu6mFcQBCQHrm1ujD0lib+FXnqMtlLaVY7O8/l8q21e6dKALvbxRVnbTlDpM6wz7vPOZ+O7/s5GycB8BfhKqHCwLIJjulIYpW4kFbU55dJdcg5orX2sM8ZKcM5Xpj3Hw/z+1/pKN8rmGlnrglrQGXCpGeu+WYzVhG451j6xJmCfgJodEOvKj4BhBLhVMZp9j5IFJve3wLEoiM2AuNhO/NN2t8rM2twfqTPWFdNMaFdlbOsvnoqmZW9yutWP+P5ATZdyniSe3Ns2CWqqWOsCC6KTGicyHqFW1oCGLTik3wAjmS2yh0jXSP6vHNclhxzqs5SaVXmVa3Z9zGd8yzjzeF3bSn1EBX4YgCpwUjI1vllbCInahLemyCUWnNFMBaqAQ5q7ArgHo5tjdLM8xXgaZQn1X8Mhr9B2mY99o3vYDKDTsShdjzR4RpOPgWMUZVw0888oS+s91RdUHIJcmwFBUcc4BpBFvHVWx6zsLMU+bc3HWeX02lbZOvmM14DjPPpYX/ida4XX4hzEeYoAmf5W/Wp05PBPBcO4zgiacS3TEIrrPcG0fNUTZ8H1dxjdI7n2Kuw9vF3aYTmuOb5XsY2M7lKp85SA5uSjkYGNYvnRYUpz3OdzBKk8sZ59WLTWtAJovD7GLNY6tcxIu0nnGaeMsjX9eGZxzZyy8/TH0v9Gz5TS2rWT5VMHxWwi0va6vI/SrS7nnQsc+2f/7J/h67/+6/H3//7fx9Oe9jR86qd+Kj76oz8at99+O/70T/8Uv/3bv41f/dVfxW/91m/hec97Hp773Ofe1/2+/5MSRCUWcQErIQRGk9MIeM0I6axNzRNBKuZTIqmAU5Uys6RETndARrlrbF/biCmCbgP4JXnivQxTuHOdj60LBAk4Tai5AktFXarHGqsFqWakWrtVWUYFagtfX2FuZCmh5gIk2xnOWFFTHshmrUBJqZMzBsB3B0YPp0sxkzu+45mCFHXRiOIOe6QhT0LFihTiidBia4WTcFp3AbTaGqfUBHEV0x1WM0JvKbcypV2liExrujFqlwNseswORXoCT+PCcRnOASsCUQSqvH4yyl3P4+0QChyTz6oyJ4tfNrqNelwXnpypTNHaVcixgrG81j7T7i65H0Ap9DUR44WZrLJAX8ARXLPvDqqN8c1ifIIRjoVZfiUfS6m2a1NKY75lNM+uJbcTcMbvpRj4VZvLZKWV2PDXhlEqPO4YRqWnHvk7CyBTZWYGrOnvs4Cx2BeENmI/mOc8oN6xsZ33niphW2Ui/Yvfb7LQdJk+MNOlnOepVhFcqJwkaqh+kA/g3Mg3Ikw+AIAU/o38M25imBSQ28mS5HvmurlDbjbadVIeQ08g93mV6p26EK2dZ0c+PRNkEyChGNiIx3Hl8JK4NNZTINEqC3CgbEbTeE9PkdS/eFLlNYw0UmOJzWKVzSzIEMrP6PGMPsd+31tazPoikBJBqzTJo3J0CeW0bGwv5pndn/VllkcBurMAMm1P859n7vR5zcDGmE/rjDxTQS3em41R53TW3gwo1TYuMv8qLutzpb7I9ZvhFmHaR7R7O/haYd49DEQmSDZG87D3SPuksctUFmN/9R77Hy3P+D4ReOP7KwYiak3GaTHTg53QS6VM3mWfLm7QU2aO3jIjWJZQpetbGwgL/CR45mXYkgUeQmUMexKTTUPuoJjqIXXyWeoCk72lb22DhvGAL9PNS+cCxz77sz8bv/Ebv4Ff/dVfxU/+5E/ix3/8x/HWt74V73//+/GX/tJfwpOe9CQ8+9nPxpd+6Zfiwz7sw+7rPt+/KRLELQYV/xRwOg8gxrpmLpFK/LTOirE/LK+AE/sXgytCfkPyKeDHPimRZtsrRqKpDEV94Gdj1Hvxe/dhp+QlZSi4ZuEwBRa3MANYDBzAzo8br9VOruwlknW2VDu9siQgpdxPrbRaC5Zse74O5yi0YhPq9kNWJ/d7SyORtgRsu8cfow10RcUSXCkrTqHAlBN2h6EWUBD3MyUJkll+21deWjsJtX/z/ZAkLfDxEDpb+pirlNFROgthHQ7GQWbCxklgENI2beLQZsitotiS9z71VgDGhuOVMQinybmHi1rjh/GeM0LuVPmT5ji9VYcxaS3Aflmc4R0UTiw9nzJbB79oBu6B/7O0qwxbV5gfElCRsK8JtSggB5S664wVtTHzBoCVsgxB9mtNKPu2omgltib0HauaDoPLH7hWYnSLrjF/+D7LN1Oiarh+FmhFYS5erzjs09a16wXD4vWL9CP+4RzlbmLaY0G+zh3BB/MpRh+o6VLO81SqbfA44GUcsVajxUjrwI/qwffcyNCug11bf0z+anvbyiV5YjO5CQG0BFqzKw+2zwK3NI8pdairSEn2BOBWoHNede1sskBuMheAWgqwNt5egLqin7nUm58Fuo/xwSL9VvBqi74zz9VwL7pZnko/FFi4NmlTHwonZ0aDMcmLUEY/o74QRZTxYXie2ea7C2zHQZyZNZL2Ua/XybVZ/2bj2trISeEzzpW2iZBH24v1zsZ7Fl/U6xQBY97Zs4390zyq0+g8zOqO7pFZrvGTwBJBKeqQ1IkKHHSKuiDzat/Z1g5mBaZ5+Z6wHoJc+kw170wGAcb3RtZ5DWVIXWz/QTUQK2T2qjxMTGEyUmE1I6DM7wuVeemOyeu1t2FakQaVMVLEGGTaGmVz1QcSZg820vUVGfseHiUG6/f8Ue63AJdcFO16iwd8M9OtLuddKCD/Z3zGZ+AzPuMz7qu+PDjSWcpIBL8AJypqXRWJ6dbv87alxE7f3ZgHGM21Nb8yCjLdSHB5T41glDgrzVCGrMS/hDKx75h8Ryyf/F6VLymBgcHrWoC8mAvgLsPcMJuLZSucUjF3y4rmdlmbQOdWYgbqJKS8oiQXW3m+FODxykZDXZJyu7O2gapBrRL+ipOBhJ7iNqRmiNst2NqkMRw8J9t6mRpD0DhoSyPs3J1xQZm2UJqMSRAEYz100HQLM4I2unvuY9YHU/tdy2cwof9S9mQKgEZdQWuHv2tok+2wbbqO+C6NwkzK8AiKxRr89zo8pdJ7xF0lD7jvI2EsMq1vhT/p0uaRis0KD6KvwJ1anGm9kLo7Y60N7KrBmozB9msK7pPNWkxcJvsplGtDjktbGbPYYhX9HbN7FR1E2wKVtkAsVUa2lJpZec1TQ974Gxj7Mss/u7/V93sLmN2bfFtjmP2+ScnM7a/3FKMHr9D0gZ4u5Ty0g0kaWeskzzdKKhJKUu49Kjyk9/YKj9bOpNuMN+onWLrC5zbbFc537N6K3CKTuvBWcIKCArVYo+in21TWvgNp5EN0DfVc5FXOlVRF7fwwZZRckGtTYmvtgfgP7ByiEj+j2TP6fwoHr2gVFmOE6emX6oYZ71P2VfCLLphV7s2C7VMmjnRbRR1MymXJE0EmAiDRtZLlmIrcj3p5kfKYtMHrEUSLQNUMnNrSx3WumOKcHSs3q79MfmuZY2VjPq4j4HA+NI/WmUK5mHdrXmM9qkfN9MF4jWuQayvqcZr4O4JQVcoVALfBXS55n+Da1Xa/Sn4G5M/wgymuyP19aIdjiLHP1JmEXwu6e6AF5U/mcplS1+OqTLJ1g1qMg1LoOevBdd2gdyqmcjL6Jy3DRpnbPTNGP594srB/j7K4t8UDt9Q7ZOQNkN8FqcnmACS+GP9KQY8VfDPTrS7nPXjP2bw/0zFl5BiTiQxlhu5D8q4hj9algsasT8poYrsz18aYlNBG4C72VUG/CGiRgLIe/ZvVcwCOJXGtbMBXSqNr5QxIS0A3Eas7rKUY8JUL0gLb2WxAWMpAzrWBZNV2Q5MLgSlV5JqwrxgsyspAIi1ymBn5+n5HCqQ99QfrJJnJwS4VZ20fJfXJYuwx7jfsQasmtXOCiMnW1xU8KZP5VpygomIHN2uG9IbjOZSmFjj/9lbYwz0W8NQtjnxpNXFm0Gv0sboVmO/4LJNFN0Yu0xfAxl26bfmY6J6o4fNpDk3Qij1WkMrzcdZ5sqgCcLrzBBmZg2wE98Yg+llmgO2MTBZShiPVOGJraVZlRdocgnmmbjFm1mJWvqypWYllO51yzRhOllSrsYJgFTb5HsGqqPTE7xEA28o7A8D2IW+d1BsF4K16ge0+xL/zAl9n/c3q0X7EPm2NRa9dpst0mW5MahsGOTV5o1ImMOCqYDFlL9WB1x3+cQuNm2PATlCENHwbeQY32ygR8L7xJw+ZoBslFLRMqfMdSdpRsAR5CoUojwfqY2SfRtUUGBARblLWxlObFX9S0IQFIw1XWqagFpVxXlNgTF0j+adxxzTWWAn1reE6ZVM9pXKLDyldFsChtmlKkQazXJOha5Z8Lsod0u44L8w38zZRkayE70wz8ETbPBT85v1z8eqw3pi2rs3aUfGS32O7W3MWx6Hfy+T7lj4U65vxYm1f+xXarq1/w3OOMalb3T0vdbw9xnYcv7E/AlR8ba/BAbAi3yscKE4Y3RqZ9xpcD+OmpFqw8VksUo7fV6lT5yLKXjplutFQG7nIft+XVhqu5SBPA7QUU4WRupa6TDI0in932ZvXnUZTk/FXx/WUwwOvMHwvrQ0HxZahvSjjj/wBLqMzn8S7LI0P1WLy/WW6eekSHLtoImPlu3nMSoypyjUShbg7EHeJorWXMo5ZvbG+mD+CTlpW60uhnLpOso2MwzFpXyPwpgCaElIdYw6f2g70fhrHwmvK+VPIg9wE22rUuSTUnIGlAGlBWqvtfmYD0HK1Y8pzqkgpIaeCtVQzkAGwZJ67yAPSfa8YcMstwhkeoYrWXAZNefQqCqUrNIoZxeHS29EJTc0Ca0FuQf2TTG4d8hpBtinMyAMbQnD6GIVxZxsY7tU2LvTa7X8GHS5t/My/xxjLjDXWoX5fuBTc18ZqbEzjYj0U2oGKXQe6fHfcaifgZSoC6/NZS0Ntwqxaa26RprtLqfXNwS7IqEYQzHu+CgP10fio1I3SwTKxKKt2fc9TJ1uMnKKnTzZT7FqSWYUxuHSpjdm28ZPxlnwEcLL3RqSB9r26ULSmcG/yvYS/rXxnBaivG3XH+qZjCWV1IyAKeFHQPk9ftoCvOP5ZWUheETAPrscx3MR0qwdqvUwf+MmUlIy12oZZaZqdkYnGS1PGWg0gI/w0B8hcCTOcpjZdc+0SwpjIQ0dFijKH26wHJQs8R9Kt1gDlKxnK5Wyc5N6Wd8UOqQcGMB6pm13u6tM233iEWnH+n6rYOCg9jWDDDIBSkExPs9zLNX4W+b2G6wqIQe5XKZekPaXDp/69tvID+NXAgrrCwDECX409Jq2LH01nqNnxxAP6vgWWqYdFlOf1+gx8OjDfk3szIGqrb1u/U/ge6z/2m2Ui34Pcm7VbJ78PF/X8+1Y9el9BxFl7KivE4m2t19b/pG1nKVJhHiwVSDutoKXU1l4CEjEgPRWS452Fx+F1qasnrvva6uL7skhe3mP8P7a3w/x9KZInvt/8WVv21DxDSgOyakVJ1J68o4ebygUrruDwoKqRftnvBfrYlI7q5rNqECvc5M2D4ztNOwy2r/Un7BFDosw2ScZQKCuyHZJVm7dJ8+oozUK5VNj3ZjVmMv7NS7e6nHcJjl00zZSdCG5BrqvJKTCCZ1o2Ak/KFJX4zUC0snGf/YwENO6YRHPrOIZZX3UswGE/IjiGUJ5zlzH6zivT7uNLtiPJnZE8qY+FaVUW5sdOoixtHmgFRMZTm0VNRioVa6rIecWSLX+qGTkVpLyg7DPWZoFWUwPRhPSq/dZaDb7KyYEzkmPLSbdGu17aPolH+uAwS89FsuwtEahxuCajBKJUh8ftj6/2mgjaMeA/2yqtfUJ03iNaYEU5x3u+b1tNqS++KqNxZJawmZ9bqYuHAY4P8eLUS7N87n1LgECNI2BF5ngoq41XOJYKmmPvQIeU2ttz5jwyRvaMO0leT5WnfACK1YSaPD5ZZOQFCWtdsDb3x1KXbpJNq7B1Te0kSgPIaKrdT2ArWYCwZi2m4NeB4pIOwaz+l+YWYFvKT9xZ3AK2toC1iu329B4m9/T+Vhtbv7f+jgFd56lL783mY6uO+zHd6kLTZfrAT7S2rSlhTQlLatfIR5pSl1M7ATI5DZ/9kSe5osRooHOyYNyDEUVdqPLNtUMFj7xmgYcfGC0cGN9GjwfgFpaM/UAQTJ2L+xZXa7cWpNo4X20clGxU5URIlaxeeYIAUoPLJBVxWoSdhjIKpl3FaAW2D+UVNNPTM9nPMl6vFSj7ERjrwFYDxozvokfzyATI2ngPSDXvNzm2Sxw6VyoHM6lcLHUN87kFkM3Kz0CwLaBsC+SK+WOK11QPYj1nlVegagau6W/lobPrOOf9KHPE/tYxbzVhs21Y+nrpw2v9rmsDxJogW1vdpZiTS69S100GEnEbrnX97cahh8806qb6Pp20a3yHWAetMG+T/NSxGP+5wC3PVP7R9zr8TifoJ1SmWpFTQq7VvHX6bOkr6YvV/x8Xt9NSB7TGuLyj27vHGIsb0bpp4Ir06OFxCHLRi2T09vAp8fFs8IRuIUYQDG4xxljAxb05alyn93G61eW8S3Dsoolvb5p8V4CKxGqm1QPboBJCfQj3tR22lTbuV7g5rDImOTGk7zBEUCsy0wngNHyPdZyHibNOBe8qxjH1+SWHae2tdQTLasszszxL+iAqKrf21AY6/JWSUHNBXoyAI7cd0WSCsZ1oCZRUkPkHQidMufOiQxJpfu9xr2EvpNfJuPV712pycZv1+kMd90401dA3E3QrdnCrNAv162AcuotoaaSCAjdBroyKPSigu3WXP/5d/+3B/K03fMR7KCDmElPtZThja3ulOCsVFNdTy611+2651eYnY45upCwzzg1nTHflx12nkSG6FRjnZu2or8Ode1DJONz98qc61q+gWI8b1k+fxOA+WUpC2ftKrM3ioUp8MbQTKQmG0bVydKlEAGqSKxh95zAdKjGqaGg9MU8Nf8fAsWPX4/3ZH47kmbU7jDGMJ96L4JbWsdWfY/dxpC4cqfMyXabLdMNSp5eMz5iAlMjfSrOAMKGq1mwg2oEA5Fxv6dyKUJS5ZppxyAzwAgBahxtHG7n/Ah5H4xZlllPPs3ZgLvd2LL+7WkLqPQT0GIzBt8I04o8b8iekukdase1i6MIQmxyBKgW91B3yNHzy+jUpw0D86nqpIBt/J8kTN2tCzKxCMEOeJhKQCrrBND9Tbvmz5K3NqSEJmSaQRguyRWQlBYsgjarsriAI53bm/YGNa7P7W0nbjfXN6jqLD83WxbFyynt1bmb1zHgn19Ssj8o7te6y8X2j7wRHCZTyFq0IUQM7r0BaDQzj2soJ/fCKmuFWVkAPZp9VnzyFa+5qTcZTJ1O7z+giHONJu6anxa7tepb6VK+MxggnMi+n4Z6+wxFZqEYX8lpRlgJgAT3WvSBpksvTDIUy3wzgJzfFl57fg9a4CUAMY+J0bmYVxnt2cqYDYy6bA7Ru24FmCfXgD0N9OqbuySG0u6LxnHUxYqKy++VplTc1XYJj9yYp0Z0xIiW6CHkVGFJQKU/ylpA/ppm1VmSUbEOPBJ6BWNEaS/uOcI84kwJrVcrFOVHcI7bLPkagS3dEdJy9r6KszxjCQZ8a4a0VKVfjQLl4fdKnhNR84xMqVgtdVjNSKsg5IeWKugLLYhNRkLCWjJxW7HJx7tYEUrMcOyTtFDQrNDA+iSWFWVtIGQWnGF01PYyvQ0YuaLs4y8mgLZQzawrvue0fUwBfej9XEOrxKa0tvhoBqXVYMPaw1KrMl4PuzvAu68wyFr+m+VbQJdR6t0dGatCau0m6VSDnEL0WWnrxQAG+ZorMorXlC5WqAC3AUuuLKyq03vOxuSk2OnNlTLIVox1hZ8g1YS0JNXmsm7U2F0loDDGYwhYYZ6H7ZDGrMmO81icT3pK7T/J7czPufxHEodBFgAzhXlQwtkCtWZ6LgmRn1RUVsK3ymn+rXuCwb+f9i1uHW3OyNfaK0bJB/2b9usmp3IAdxfIg3lG8TB/4qSsplZsM1U607tyywBAOU1z3KN3riFzP+V50gwSoDJlNNjeAfLvHlaWKtW+iuUIIoPEdj8BJycC4np9j7UGlKa9Yu6Nt+Si01aHPrqj6lhZRn8YjE5AVGCODjRsikTZq/LBTjNZgBSPgVUI+BcoUBIt1VDh4lmCAAy3CtE9Cf0ttYBdEfG3AFmluhQEcaxtPSrB4tpB6yDJbmdymrM82Zekk5Th/KotHcKvK/XhNeQLrj4l5I3A0imaeokw/y3OeNCszComH9yq2+xZ5IL+XSd5ZneT7mjfKD7EuAl8U9fknv5lSaoBYewal1bm2+pbFxa6he1murUDatfWqomoDxWozLkgnMk/x+eoaSHCXyh3c1VIBN75LBMP4PhOAY2ihPTy4v8ovq+QR9SBVIFfbUOdEuregy9a+sZ3kuz9sagmkp4z1hZ7XAarSnMRHwMwtzrwNl8uNfLgLZ38uXd7P0AO7Iqim1wiGMZAOrc3MpbLJ7rX1r/r1Qh6EjFIysL+54NitLuddGBz7rM/6LPy1v/bX8JKXvGS4/qd/+qd41rOehV/+5V++YZ17QCYl1DPCm0K+rUSmVcPvWZ7ZfWWisYwyTV4DDgEyzaPENBLhODa9rkw81lvlWg15I2AmxH7Iz76xzp38HtpPblKvux5K2NsuiweD1I5Wqa+aJITFLG+WFTlXIJmDoQXtt3oyA9CmipoyUPf99EvUBiwlA8i0LRdGTbzliZTWBWMRCiXRrYGhfRmW3/cx9kLCTXBeoHHKbLyptcd2+Bj3cv4VRWN/9Eu7qpNrAFqV3K4OMMDviP/WdkqlOnJ4EH4X0BPcpZF32A/vl6OnBOk0mUIwxh7wpZba6HXBejJ5aOk5CcSpG6WfIDmacbO10crMWl/FvZI9Uka6cneoAmtKqKlirRmlnAwCl8URy2Og/WqnTboZNusKp+0IONZjhNGlMoJjFHKC4nBwfxbDq4Zr58kD+T77jHUdA75iP7f6r/05T33H5uK8bZ11LVqtadoqdxPTvsU6vN46LtMDN13Kecn/2oZFbaddG7dJQHIeadZjpLWEozw2V5AyhO7nDn6xLOUDp9umiC2BX3BTxmAwbpe5VLA2GSAKcuTXeyw4kV55H92awjmmqqdULn0nIqnZTKRL8XuBy2qAK+LRJZ7XNd4Yg/NrwH4CYqdwEEx5l1iRVcaEqvaXYKJeXdtIi/1dO215GkukhVwtDeyAAWMVGHhzLg0Aq83ap6K7z+XkYBn3d5GsntzEkAOMqMj3KPPy/gzg2pLVtcyh2DTm2yo/y6dpq96ttAW8Hb404ycm17fAPq1Tr0XwS9ek5pV7tfiz572y+jowN7k2NFqCNcuwdR3Xy35v64SWZkv7vkq/CoC6B05OWneS9SHB1ycIVC0OxAFwoIvB9HU9qe61D3NJC7N9+6566CnG4P97uIdSfGb82uazvy8yCUZLfOOZcJXTwdGjwmnQaBEGKevlAAX+xzi/nJJDyzTK6uPJlcxL0rOAG+YOosW6NLawW5MVmo5Wz8uwJwPf4QY45fObmG51Oe/C4Njdd9+NN7/5zXjjG9+IH//xH8cHf/AHAwCuXbuG173udTe8gw+4pC//DCBT5kSioaapmiJj428FkepGfiVMs6dYMdbHpAQMcOBIAatYNjLjmZUb6yIgpYxFd7/U8izOnVqibX3S5567Etp+hvvFR0FC4yb1QwYS6lJggXZr2wQNXC0tBlose9sZrABSQioJSwswkZorZk0FOS9mnQYA1ch9qRW7pJZd7BYdI9jtJmgOeTgMn1Q6Oir45dZIvt+ydhLvQq1PClmHBu/VvWsXmNmLrhT0WhwcG1kQmlVXhToRel2lMcIoqXg7+thZzkCzeJfB/zH0ITIqLnOOjUBdxcjabIm4+bUt1YpoJr3KiZicA2eI7JHuHm0FErU6Ci3EqooHzeKrqAWDnmADgAE8S0JdM3oMMQojlabaVtZOnEz+PqwZ/RRKYL77pwpPVHxmQNYWmBX/zgKgZve3ADNVhmZtzdrRMmeVi2PjJ47kqSHPMQBuNk5g3kYQPofvl+ky3YB0q8t5ZZ+RzJcSSAm5xR9jUOTOV9q1mg7punHnBSuUBxvPGxUoA7+UHx8KX7TcQlcULQCC25T5po8LW8a/thQ3a9fFR21rwYoVJzjtHFTHRpv1fdphV66ZDJVMbEoqPwKHYD/dJqM7pQIVBQaEKTA2y89YZOqOGQPvhw2VSoCiXVv39kdXt1VAL/7R0qevjwaSIWGIF1X2DUhLGAA4Tm9qU1z26PMFGEvOpS83z6uPJeoLvdGQL/R1eA55ch8hL5+VC00b3htS16EYN793LM14Hj+1ntj3yAsjb455dY1FYKxO8tRWTR0BUQJgBFT1mdPdVsEorpmUxmvYCygGf/5MtD5bV7M04yNadkBabO30T5ajC3GBxxfjOPPkO9cGdSi1KlvgRgmcM7pj8hr1Ll6rnicldPfQlBoQXO1QKVom1fCgXCsxKsSOJvnfQfzRgkvlcg92k+EeJs0aCxkVJ3AZnSFS4jGhqZcn8OZ5MLTtVmkZPFQLoW89j5wkD0BijS1dFzB5Hw0YO++LdJluRLpXbpW/9Eu/hL/39/4envKUp+Dnfu7n8OhHP/oGd+sBnCLRjcwkTa6TWM9AsjK5pvdYV/xTYSMCQto/rYtl9Pjf2Ts3awvSf/6mwDEz7dY/TL7HOdP70bUyhd9aLlq4dc4h+ZiHyHuCU+yyoC4VSLVZfzUYh66XqQIlo5SdxR9rbpkpUcitLahkRUoJ+2rWZLaT2vJWtFOtALcjiuIqhWgCSanfN9I/mvkZcXf7JA4yDQ9anSUdAOMkuNMdQTY7bn6E5hRw0v6zH6oUqPxiCCSXGXrrWR4jx2kg4dLzsBbf4pyd+Ilej49thMc4g3pPnVHFCgAeSQXwmGUrNG4cd5U0oDHH7mBaFabInpTe9giQAcYA3WqMu0hWbl9M6vHjnhPWZiHmlmMYgbEGjiU96YZgGLcauRO1BSidBYxpvi3gKlqVzQTQ2fctwGoGtKmwdgzg2gLVdMf0rP6dF0A7K8+xurdAtxqux/s3MZmly/VFZHgwB2q9VdKtLOclCchfsysxJbVwBlWuJ6PdJa0YT4mkwmR81VW+w7+C3DaU6Cjp1hLkdxVL23apUAmC7pUaNMD0YrOA0E00t4KIANkhoVbLidrLsrciAySCg1Z0cK2MdEvpG8EsCg4EwPZyD3Dgi3Re3Sm1DIOJ86/doxslClD3DbgorXurWe+UAly7Nieze4IaMLGw/27gVt9vbuLK0iY7p2YVFBcXQTCIOJ28vZzRY0z1cLktc00OqPV5A1TwGuX2CIaVSX79HeuVPk9/q+wdk07kMb1+xtdmKfYh5jsPf9zira1+WhD26wS8CJrWdqt9ojbArNWREgarslqBfaurwgG13OaDlmS1gaqLG/4bJNRAM/Yn7X191ArsquXn2ssNkKrV1mpfYKofXsXh+lA9ie8i7xEoq1Z3z8N3keFsYkxB+Z7a/KIaXeJmgt1zqlTapFtWo3mU4f1RUVZ3q6za85OektzkUHYEqDgJLr+Pp1Z6vfZ7D7pTMv8Yh4zfebJ9Hfou4F0gNF2+r20tFbvWw6SgyfU3Md3qct69GvnDH/5wvO51r8OXfdmX4a/8lb+CV73qVXjsYx97o/v2wEyRoEZgJ+bT6zOQ7CzlJjIYtdqCXKMgMXPDVIYJ+Yxg2tbOFHDoFsUxqL9+knusR48IVoIcwTm9zyCTszEWOKHfAt5iPer7TkkkV9/iK8kAMoJeMo5u/duE4EbJgASUkpCWAnTLsdryS1SpaiSzrEDOxXcVWw5CNbULnARqct/boGjMSFpkJRR8nQRzAlyK8BK+IMmI+L8dDMAwvnGReN4I9riVGtvhxBM6WhrYloayZF0eZpjMSO28gCoLkmxFXyGFvmIfjXcrzLbI7EJmjPUemBoKs0TPSYXDQbsxgGiVp5ZR+3f2mHk6I692+APgxzlXpL6+alk8rhjkmsYbW4G6NykqCfjVY+YoMAb4tua+XYs7qDNXSf3kdxWGIsBzFpg0A7m03mP366T++BuTNmN/Zm1sldvqj7Z3EWBsBoYxndUfHZ8+u5uUTGi6dU8xulXSLS3nAUjVXCnr6gBYLcVAseTKjluOcbvJAK4s9L7Ii+s2CPpHC4cFHumLHM4twxiIn+UBCM+h3OF/vLeCFty+BQdA+meKnrthEpbz44EqlN9yjixnTQnrkpHuiaEcNB9GGqng2Yx3aCB+3QQhEEarsVMcnGTZAbEVqNeA0qzOagX21+yzFAcz1rWBXoADDU1ePOUgWpluZFO9rb752YCNigaOFQPLGGusz4cLJuZu2a5lkdn7b85T61dt9zY3pV2kimLRyDsQ7s3yxzQXt+Zt6vWtfsTvx9IWn0yTezEPwudEpqiAyPvtszj4VVYTnUr1fLW130ENub5W2bOr9g5UWH2ArYu15V9bnt1q4CfPPzphv4qvqSUBuxavfb+3vDmZVVndwQ7FQANwr1jZ1Cy4uk6U4O6SnAOuNVqP0bWyzUN///RAt605lTnSVCqwNjM510NSb9bkdqU7lNtVljd6Nh5JlnrzBK/WQVF0HYS0TnUSAl3qJmn38nDfNr7H8CgKiLmb5gjaEfDjwVqMW0beUbiJ3Q7K6p4gBU2mp6Zx89KtLuddGBxLjarfdttteOUrX4l//I//MT73cz8XX//1X3/DO/eATMKkpgwkMisFqZiK3Ncy8T2egT8R9NJPteQimMSyEVRjUoY6a59lOeYiv6t81zEWqVPHppZnW+1pee1XZP55cj3OVWyH3IVbLsyYANSMuhjAlVIxQaa0QtkE5YJilmD8S7kLOalZnqVsRHHJDT7iFmPNKKUiZ6sjM6YZbAvToo6tvesAA7jr3scO6jGfUBs2aRNmva39l4vrZBwj+KRerCoSA+hivj7SkZlQYK/tczTh00dZh/hk5ND+ouR+3Q8cQL/GP4+Uxp2h3EZQkYZy3mdnv6pkUMwnv899RthfW1w2Jz4THpQ/91l0cqA7VkubX6pK/tRsB7opIyUPp6LxaRjwBazr4tZkLV/h6WncZVrJRG2NqYBmscWyA2N6DFJJ7k7JQXACYjD4CAwdswgrZ+SB5Ckhf7wWhK3p/WNlsFGHljkL0NrKg0m+OL7ZGGagGjbuxzaO9eEyXaYbmC7lPKONDpC1IPxISCmjpsZNu+WYucXnpPbfbv1lMTq5uUK4hYqhKmcVqfFLPSJH6+QJlqlfB6ic7eS3ffqmDQ+tidbLft9GuIC8Gk2JJIFZwENxCipy9x9rfCVn4EoZrXGLiMnHaLHGELsGB7vUkox/GneMf9e8jroC9SoM5FqB2uKHldVAsLUK4FHcjbJUBytqAU4bT8ztv1oOxeAK4J7aRMw2FUubCuY9beM8QXOfgwNpML23p9LAmGVp1kErkJt+yThmiXNJESqCYioLn8UbtNwsxXvH6tu6F/ncsfuxH1E+idcxuTerN2408btsLiVgCKjfg+xjXCe9ei7/4uUIiu3hz7e0dVbq2A3UQ1XuKoAW6QWobuR1kqTLrY2M5maZ2nqrVjZnWzOpAcipWXWlKzJ+rpORFI0DvAbX7yiy87eCZBvPIiVbv4oylCtt41zKVdTmxGDyNbE5wLULfhZZ8HGDwWV8/eRGvtNQDczvyyBsWgcarvHF4r0KgIdtVZyAhwPEjXBIH9QTxK3GEtY1tZh2JrvT+8MGsPWSXqb7Il0YHKsBDv6mb/omPPaxj8VznvOcG9apB3Q6SxmJBOYY4wF8G0qZlIJGFTgAX5Uz8zcwAk/si5aJwNEcWJ8z3RzyaHtMW6CagmkuZx22o3XsJ3Xo3JCxzazIFDRj2Z3mITCQxvZLMiGIEkizCEO13WLUBTUXIFdzscy1B+WnsGPxNuzod5pEp7ZtmlITrmuzE2vHz+yW0lwzPQi8d5YTYNdqJ+0qAlOETuD+rz9I9H1rQjhOot21UEEoA+Z8r9hBsfGEFxedPae3mkK9vONiPfurcNge7nbpc2FtE6aiW6M/ds6IsyDdex8XrTqeOqDlLeqOko+V8xTNqPWkyxLKk7kTalxbrDBjcnlgig6QmcvOWoBa2hZfxQE4VleLPWaNZnm/2rquQHebbHX0Two3Yee0KyhKV/S+lq3hXgS8CI5B8tZQbgs0OvZ9Brgdc6kEDvs3C+g/69/+jHpm5c/rRnrWfMzGEZOO5yamW31H8VZIl3Ke/yU0OpuyGdqWtcUBahskFd1ybLQYI4ddUOFbUVQAzULCiWTqm2FuITZyE8YbJZc3IYnAV8EOK+zoHgfC9JTMQ7RklB8ccHPF0lVRmw4XBFMC6mLKnIFHgib1uYPTRd2sVZqtVl8F40mU/M0Tk2egGEGzVe6vMBfKFvi/FOB0jw5orK3tUoFrTcwryUCHSP4BsypLcKMbwJ0SwnKxKCctPwP5c+Z3xa/V6i6YKcn+cjKLoAEgiyiK6gtRtme+cb9yO2ldTJSbYzqrrnuTjvG3rft14/ssT9wsm/HjNgc8PAFwl0dajPU8gINgZSxTip81QRdKgmJsLodm+QjZvXtg65HTn1t7VG2W5HVf4StXmwViA8dOgB77b2lzUNGAMq4XdZYAPDwP54x5+Q5mWMVr62QGcKXdO5F6Vimr8kuGhZtR3Sp5eBKVp91RiPST1hAAQTLSLCbqIZTR1ZuDINU61Oc0jidKej2pTQOD83udfvpkFtDMATHXSTyvHihAkMtokVuNrSUDdUFdLab1zPLuZqZbXc67MDj2lre8BR/xER8xXHvWs56FT/qkT8Jv/MZv3LCOPWCTEtqYSPk0KUBzrM6Z5ZUyvBzyRMVJrbvY7labLEMBReveKqcEVbfPOtcPfVZMB3K9hnsRUFPmry6ZcYyaf5HvUVhQoEzHqFExex8bwrWrxm2S5GX9dQFKMZP83YrEwP2tXrMgA1JaUXJtwJnVlbukaJ+pMYfTumJZ2sKqFYvQE2OyyV0xq03CwjhnNWNF6TEMeGJVkhrcyskmQqdKjZNrYxxWj4vLZFkA5VPbBV9bpM9FuKBblaGXcmeTQxmOBxL06YVbvDGyGsdl8vMOuZ3M6ad8ojEmQEUPP8FGTbJVcVFgEFLeEiO6se+lNubc4iXYb7McQLXYK3pgAYPgVxgoVlrsADexTz3AfkVuwrpZgpkLD8sDjDtWeHLN2kC2DoRx2Mn/9gl+TrgQrQ6qcWA4BIOiQBnjgCHki+AT60pyT/+OAVTxmvYx9m2WN9an/TqWZ1ZPFPAi3T3W57PaiHXN0lZenZebLETd6qcY3QrpUs4DuuU4km2ONT5eU2nuL9XCwVSYVoqElLMcKmacjTwsWhwsrFtyqOJsPG0P36Ah77btLn5mqXttB83odpECYxWLyQuo/Rr7dmil5qfAcTyl89TGtVNGXYBaaheVelws0igMVTiL1fhhqoTrBks8rZJWZFcBvB/OZ1q+WoB6aoDGegrsaTVWgP3qj3ZtgAebq7CybA5wNsXv+png+7eQMsBoUEOQI7frpbb93CZqpmx9XYLcTaubdki6ecBl9JMte9B27VBvVH5z/o/pH5oiwKb1xQnQ+zWUPW86Vh8wrzc+jDLJw+s6Dl2LkWcWDBZj3VKMn3UsthZ0F8tuhYhx6fK7Nqn7WLOp1jK8v8BfgdvraKdQVlsbXHNF5C3GpksZyC24/hDDDnBg+YOkUaIC19DMHaXzDNAP+Puphgs6GMBOgm26HA9oBCpKSlh3uS9k73b0jeGJ85TZ0e/p99FVUk+r9M3sPRYU7AaaaHnMVRI4tDKrUr+LkQaIjQd3Jel7tMh1YG1fTG8oJbeg+/5nniRmMUbvET9I7t68XNeXbnU578Lg2KMe9ajp9cc//vF4/OMff90desAnUr7ZM1eiHtNZCszWfWVyFYf+3p1KyveE0cUyAlDxPSNFVh/0WdoCtAjzR+uyrb7peGd9Yv+1T5jk1/oZMDISalUe9V5JDqrF9vfJLdJyK7iiC8cm0QB1n8xoJwNpKci5AnTLzEtzeytIS2k8gDHJGtlNqQNktW0/pWRiL5mIXTPgJKGi1tp2rVsdFUDaoYpLZmmke0ylMQAl+QS6PFZJaxFmo0YWpG6R4iLYJpTCNmoDm1p/S7KXZA8DfWyXqLVdC2pqwndtLpIShyChINdqbhxJgarUADIT9Et7Oag0cHxVHihHZUth6fdHu7QYGw2d+RWguzd2ZQnJmFo7g7siyQ5iEjP7xQCt2tZRRQ+8mYDRVbKdSklwS0+zKSWh7hvQxRMtaWbNawXoQflXjG6TVb/j0HJMgRb9K5P8EaDRz/2krjSps4TfmNSl94/FBzvLWmsr6P4WgLV1IEDMgyP5Ytqq56z+AIf1RSk6vuqX6TJdZ7rl5bymsPRo17XC3FyAUhakVLEs9mIaH2ivZW1Ru1J8gVUhI6g1HmhjiTEq9RxlPUParcFK52VFeFlupKEMFmzaB5MO9j26DntICwduhyVUnKBgxQ4Zvo11QJ5TBtqGVedrMMX4KO2i7Ka8BRjp4PvgSvk9cGX+KgwME4uxugfKVbO6Wk+Ba/tWdaOPdIFbi+n9bI5GadoVJpep/FP3aNUpIoq3vE92QYMaipK52hwtgAGMgG9y1gZuFAPF1sbjGNNscK8EK5UOaKfjxrkOTvmzdjxe06RLW/NdhA9FPWBW39antlNCGe3fjB/H17KtCQCjq21Ftw7rshz4jtsa2q+jGMD7p6EpPThS11HDjLp4QjWK3WPY5VP4I9nD4pDx/gnsVdjtgV1bFzmZS3D//ufAlSvmanmyAvlKe09XIPEky6vwhXqbNPb+1oi+s8C4AQqMg9PEOa5h6lNBxS48Dpf+LW6Y2WYW7KAWW1G2r6jiyuixvtyCLDVqN0Zntus7oa8jmOU0m1ZmejIw848g3DiOMc9aG0RO+R1JNs8TOihWG0jG2GOMP7Y/L8J9mW5Eur6jCG7FpMTgvGuVDOdY2qpPgSVSzxnANStDyqNedjOQTAE19iOefgmMQapmAFTFoYsjJK9KE1qeqYb8wGjqy/qjBR37Rm4SxxX7ouVyyNslmuT1LTBpZYioCpNUWp66JpRdQV4KSsrdfLimBKwZKVeUBcgEtTowZoJ0rblZnaUOgDHyak5rtxyrtSLTf7N6HK6C1OKYEdriqVq1ld1JXh0+czoslOBE3R8xmYItqAKY5VQDh4BigSNRe+UKNlk8luZ6yHguqL34WrKBi2QtNbf12sAnznetSFiQEs/osv6QhRlT9P1ur9HH6eGMFQgj+JgAAeNo3VWb1ZgNTxgaUl9Ta2Eeu8b7tPgi4IU2BwaYJeyv2aJLyH6/eLnKE2tUsehANec/OW1YgW4xNgNcNMgq82y5JkYALQiWw/UIKm0pR7O6t9plvefJF/sUATil3cfm5lj9kM+LuFDOgMWzxoGN/HFsNzmZ+9b1iQ7lUvS4TA/gVPcLUjEgCg0oQjvNGsl2+XM2fsFNKrMesYhd3ZkxUYHT15eKl77CrowprLXH0kE0XnerZ+N6q1x3ZXAHF/1S4y5ufVaaq6crb7vmOXWK1DfayFA8v7WzwwqzQQOSuW+1OGxI6AAZdjDkCXC6NdtkibSZire6TN4DjyvWrMfKVVg8MXGhvNaC7+/3bV+k2t9aDCjY10MPzkh6SdZJoQhscEZUvOaesIrLFEUTxmgekLKcki5frQZ6LOLpkCWDOihUoMc3o1h0Ln0gys0qq/Oaphl4pnmPXd9K97a+yBe1v1xbcSyRj5bDexorTMPnEUQlEMbYY0jAKQPzYy5KxOXM3ypa6DqaqSuQ+3wlqPrQw5Hg2gmvVeDK6oH+d7kF709AuQdYdgaynhQg7ewvt1hkfQ0p0ku96xpG3U0HqvOpCDBv6YtRYXu4GaJZ0OKV9m+AnyTpugzdFlcs2OMKxvhg46EhnLsVPF3SrLxUpqdLJLoWMFqZlV7n6KKZet/8SdmzZPvcYGhDroxHtpjFWAfA/K8UO5XSALHcATEDxzLK2iat3FwrrFtdznvw9vz+SpEQqxa+BZaR6JwFps2YkyZlcqt8PwZ4kXBF10O1EFOQS8swH/+oeEcAbNZWkc+4c5UmddVwP3KOQZIIeXUsy0aeFYfPqGC0liND6Mpv8nGIWwVQ0V0t+ZcT6j5jLQUprUjZB+QxxxLKUmxHMDfxOAEpFSxLsfgSaUFOpTNiMpSc/KwSRrcyvM4XSal+vtXaxOZS0YTiitz64Y83YS+ieRs0/BxNYMUYN0vPjVmbxRPjr5gdV0U/DrnSigtAzVhr9TBvlTvjBakFmM9ti5eMMde1LZ1k42iC95I1rgrVDO27ncnlSXfmqRxwJ7y90rU5f1YuP+6ri0VZy9CZGgw0S2jCFZlXWx5mcJA90GYN4FcDwLDSSgHD0ygli/skO4oRlKEfS4FHgSVgFkEUlcqiJDcDXFSq2wJkityvoa5ZfvZhS6KMfZkBULNx6dzMgKktkGtr/Mf+ZoFm9PexemK5eE9THAPnezZXNzGtN8Dc/sEci+Iy3QKpJJR9BhbnhBbUx+hrTRmlFNvMgln/ppKRMyOFOayUkZFT6XyRof0JTSkoVuVl3gK/ar9HwIyukm2TrG9k2WfBiSjXFIJMIaU9BDkpY6ZB+uV/CvLxtLUCNPCgIJlBfpeJYLLTKUYaR2GjyG/SMua9Bneb5MmUza2yXAPWdxughBU98P7+KrDugWunwLUysqYCBzRIwmksE9kqu8d92RzysD4VjykmUtTkfCPkoVURgTOmBRa/ivJHM77vlkyo6AH5uQwBYIl8o0qFHAw/FXyaAVj1HHlwxr1jZe5NuS1gjCnKK5DvM1kmlKtFQLGCHjh/bd8r0A1HS8HBuUYUj9aN5nhPLcK2RCquNXVo4ZpTFSZJXmLFVyBqYW3x8IrXt8BcMrm+clvQKQPpFMjX7ATM3sA1aeQejCjcbRj1O877uCM9DkZuUV5NBSgLY3pRRj+0yvIqR+tbc5XcobQwLwZ6LdhjhxUnoKvk6NrIGGOju+OszVXyQO77WEZ3Sv003QBYsTO5HwTClraWUgDJcl9n1pnUXC2TWYzVhB5o7ialW13OuwTHLpq4eJWhKyWLQJVaJsV6YorumrP6Ytnozpgn5ZhfQaTZtgXz8L7uFGh+ErxZ/xJcqthizuxnnDeVTFT6UImG/cohLzkDQtuxvhLunWKMl8a56AKCAGSG6jSOwnw1uKIm1HSCumsnW8LIfUoVFSeoa+NcuSBlc8WsyYRMnmTZPBBbdRUpLbYrC1paLUBdkXnmc0UzajMAjPsbe8bIav8vWPsYabXUAbzeR0YIm0sryhwKbCcEBahpacL+aLdlIBj3vlt/KWrXLN8bk0je9r6mNrVN2K/FwESpESA7ZTmvk1AeqgF5dgIbLfcWN4lvMb/6iZFtfXSG1+aqTXGzEGg7SLUOjI4gGnd5S8ko69LNpxlLoK6LSbjFmb+VbXlWkYAHSSyNv9HWZ7NMG+iTPaS5BjADzbQtyPUIdiHUpYE0lF7U8Kd5Yj7NT2nyLLBKfWDqpJ6zgK/Y5qyNLQAPG/ln985TTvt6rO4ZyHeWQnKZLtNluliqaPQ3o6TVrLVL4yFtU2hNi210paZswiy1RyVuQUnKqVKDy4wv+smTXsYtxwxoo420uzuaMHOotNGqYUWdXCcYltqxNwkFKxacwuwqPL9z+VFppcVYC2ZQM7CuNnbdlInzWHG4KUlfRiaCYCxztd2/CrcYI0B21QCyWoCyB+pqQNnpNQOYrhW3CItx/dUNjkZt0UNMu8owZ4BH7lAHCg5tAcT2xYexyj0VW6v8VjH6tImHS2k4LNqm4GIyxUqAhlMOcbHURL0gygKQ3zP5XFMNnzeLz8zW0Hny8dqxP8lHwIsgGIGxGHusH+KAdh++prgkVYVZ5U/ZNqdfATNVS7hWrkreExw+Qj4qrikN78rrVGkWqRt7A9FKaWGVFyAtsHhkFSinbe2zUgbdP5FG+OJwsHrtisyv3ke43v4sHpkddmZZM/Y4QXRdJAWzptzi9hS7ZhWWmnVWasCYxhWjDqT08fBUSvR6E2hlpqdTqoum0+TU2jq0MHOALLnrpFqNNd2p1ISyWkA2ulPaZzKLsQ6MTebyMt2n6RIcu2hSggCM7oKzVORzFuMqAksEemJe/s3Ar2hFxn5qniigMH+06qo45OCQvHxBtwBhbZf94jWW5yfnUfs+63ecM85lDte1D9pnvZ82yuncAqHN1OyU0+Hz0DYr0I8iOs2oSwU6QJYNWGPniu0+14UgWmqxOyqW3SrxyzA0lhdjDyt2QE3IeW3Bb1OPc5KakN4H0uzvaX0FaL2cYuarrdTIMCjY63hrzVjLgvVtf4T6//tTmYi4CGdpK18s47/TX/wwXHn0w1Fq28NOnmd8JAk8n9M+2lyDSggsgHAyYGyt2az6KsftKoKDWu2x7dtOkvmSuPUXnJHXFmOsrEsPwg/WtTaT6ZoE0Grz28zqOjBG10hlijN3SQHZDgTBBJfuFQCLoM8WCDQDsigBzvLO6o/3Y9nZ5wyMOyb0lkm+Wb/LpP6z6p0BUltj1HIRcMPG72PumbHOWV2qZN6EtDZrleut4zJdpgds6tpsAtZ2+nQiYNHOQU4Z+33ByS6h5IwMC9RPIKsm2/1fm2skEnmEvbBuGbYDtU8CY/ZpIFrB0uJen3YeTEWNwpTGF3MbMsAVNg4rw2L4WL1W/04AMq/bDt3J7didaLVhCuGaF5S6GoCTgJqTHUSExiJjKA7AN0/VbVJpLQOCVcnPgPtXgfXPDRRbT2Hub3vgfau5TDLIPpvl9yrf6bEJOPlV0ZLd1e6zLhVJId95OB+pIgExJdvMw/o5zEXug/2tHs0D7XPoG+WRanOwqNUOIJurMoCZOHZMRFO9IAFvuwb88c3gNRX4SwvwyJ3/nuU5Vj7+VX2QCd1irINd1UGyDpq1OV/LoRgUzoEYlquCYwqIKaCmn1nyqArCa6o6Aa6+aGz8qzAMizHtWAeBMoqJpxXIBbjtGnD7zkDY2lwhy3uA9CEGmA2mj+zsHg6U3QYP2M+TKjnHWo5gbgLKgiaHNzqVgJJ28NMeHajiwluH66RNBoyVDkzRbdLhDLXkGvUYWwB6imQN9dt77wH33V3SXS3X1l4s2/tYE0ptcacp+0/iCK9rC8S/um7QT6KfeY3cxHSry3mX4NhFEymcgjfAcWKdQh4ypBnjSlL/zOps1g77EQG7Wd+1fpZRYEpdIflSql25lt/6A0YrLtannynUqUBWrCuCWSw7Mds96KcCgDspq2XUYk995Ic2k535neEAWIJZ8uRqvgRDIIgMlIqaa9tWJqDSuHFu9k6rXc8L2uZrxX7dIeW9AWEL8TkrWxunofBT1oy8rMiLtVEqh5j6bxtKA4haH2uLeWZxvtDBtO42WeECLwgO+YSYUJGxvu2P8J5P+WvA+96P+zx90EPw0DffjeVRD+9sz5KBZQzFZuPhHNU2B6kDYKXFBksUjNDMl1F7QFzU2vK38TIo/tpMtatV0K3FWpsoyYSsNaPWncezKKD2gAQyPAW12m5ZSbD4Yk0iI3PsAIowywoDbYfA/Bi/z8AthM+ZddgMlFHpzrWtMc8MyDlPvXotbrvGMWmfMaljq98llNn62wIKt/oyK38MOIvl9XmcVXfs0/2Q9t1R43rruEyX6QGaVJ5CQlryIFtU7uanBfvVHBstLgLc7qu6Sc8pgBPsUZNajkXAycEpCikjUOVbNytyi27GAPyruF+qDIBeT5cJsKA0IuttmSK4YocF5gJqIlQZFEi3jLBGEhLWvCBXC8BQkJAWi7+a3ucizyCTKd2KGy40q+Gk0XTrKlDeB5R7gP37zUrsdDX2d1qB95exmMYXV+seAhuzIOlqZUOgAnDxU7seRdMqZQhQUKzU4c2sx5hilJFh3pLJh0vTl9cVXVbJJmqO4nF1WWiYa4or0fOCg+kVtO9tMb3tGvDYPwTed5N4zgcl4P/7GOCRM/k+8r5jvDrk5bzqKZPrKlU0UEwD86vIo2IEn/F+co9d2WMsrwbxCtoGHHJQuXhPLRO51pSL0rWSa1APmtzB1sO+rZO1vTsne1NdrtAMLXkdSHCLMHaUCJzKf3Ed6TNpJ8iWBShLi/mb2++0dDhppIOp07jagbOluV8ysP7oCrkO17cD5BPYcoB/tDwrSDjtwNhYlnRPLdIgfWD9pSasdWngWG4hWGgp1sKsFJ5O2Y7xbH88uRIlox+oFWXXm5RudTnvEhy7aFJimya/t/4UHDqWFEhTEEkZ2rE6dHtpK2/sh26dpZBHGdMWJz8GklXMXSzjWEq4B4xSic5hwjj3+v7FPnAeI9Cofc8yB9z+m42FiFQPnCVtsM7hXgPI+nibW2Sh5FJhds0VpdYOcJkr4AlKqUhrQVpWpJxQiwm+OXtX8P9n7+9jrUuu+mDwt2rvc+592v2FlcTGsU14kw6YRg5jGExDJohgYhvCmISJyAeCkAxEeQeC7ShRHBmbBIhNCA6GmHaMHGL0qkNkFJCYSPYgK2ZGwWYI2C/MG0I+DShxGxx/dNPd9569q9b8sWrt+u11a5/7PP3xdNt96+rcc3btqlWrPnbVqt9eaxWqc+DqYCClXFl1wEZhXjEVRcz3iUAXB6+5FEAqtkc+yQBgVoUDLy5YV5/4zZTwf34MePgRXPvn/wTD596FJyrk//Cf8Mhf/nbkj34M6fnPgR1AoICiAmFqvkfIvxuU5COFqSkDMPNO1EVMqnmndaSmNVphb3isjduBDFJBL4FWEE38Og9VNdrSob4lMokAdr0IFnWgqMU3hxZCn5puExwjdnku4kU1Coo9IOsyQId3GrGMHt0ITG2VHwEylyQfLSjVq190ss+8o5M/tstW+27l2+ILl+Q/BtxtAWKc7ypchavw+IQFfFcgwbQrOhrvqfqKLMUihcEvIVBJE2YkO1EOBiJdFBB3datWXRDAyq+vUxYoCwBGzBVgK0uqjAF+SjU772fthla9ARkzlQK4vzHTdGvGnRN2cFit+em0GIVpyJWqQTYI4G4OxHfzrqblVR3RbMdYFoxIw5ldawb0YaA8BOQz4HBup/HNWk0oSz28Uu39JR1guUzh7uuLgTLQfZ5eWQTOaCADi9ZV2Wbl+wloLtb8PazndTyBp3AXN138VDRTORZdFcBYsJhRAli8fXgbRiBM1t1tgQvuXUeEhmh+tBgw9r89C3gBm889AeHXD8A3fgT4aK7aY94pvTUYIb4nM3gypSyKRetO/bpUs9V6j8UGHi89gIuHrcfP9F3C90Dp2SySvzltgrng4y1ZNJ6ZYDiWX+/QgK6EinMVM4CZ6+ArqZpuZkAfqtukXMeaa4mdAbilMjUBOK0M8P4MuHj6BGDO/hPqXGgyd0kJRYZlfsQCOrV5aMKACft67cDVADdrrL1Ibb7e6BqtaDbZzCLXGl92nRczzRFNG42d/Uu9z4Aa3au+xSYdF2BsAcTQtMZKdbRv+wRphyHXl+VaxIAxKBa/11dy3k0PV+DYjYbe5Az0gS+lOH76e8BLUIte0eMZMwJWTI+vma8IlMU0/juHdLEuTIuBocvAMa8fg1vo5F+9Ngv15TyxfJcqjvHiEtDyWiTQ4DgHyHrmlyoXQUGIraaDmJaYgE7YlCbJCAysEjVPqvV0RpPkEkrR5cRGO6iyYPFBVQVvQBZAy72BiMhyepafKpkGreaWxp+b/s2aMA4mEShIu0rKAvTYgQDtnjeMmSEqGjiUlmOwh8+9C8P/6YXrPsf6chHYqpCyvnajxE4I7e++ynJdQPyET3Nm2QYQnwhp1+a4w40rtdS3+8SLVrPFUtWbvX9LbuWaZl39wPpGi5nBQGEAWV3siqIewVz5WnTMrc+Xwvm5929/5nKtV0/4y9Q4PDd5PoT0PWCqZ9bXA4qi/cAWPae5BRpdlucYUIdL7vHYY5q99unR2PogfDPvj5aW58UN5o9tySYjNyGY76LHJjrc6ClI9957L+6991586EMfAgDcfffdeN3rXoeXv/zlAIC3ve1tuO+++/Arv/IrePDBB/Hxj38cd95554rGH/pDfwi/+Zu/uYp7wxvegL/zd/7Oo67HVfg0DZ15TnPVBKtroKSEonagjM3Cro3tWg+NjGn5DIDWF1FoOlvtUVZM2KGusPW+AWAGuLkvG6CgwL2EWf4qG8Ad6ltcqXCXa2K0SUMwQ7ADA2kGt+UKBVmOVLUycgXfZtj6uRb07BS6BNSTtUe1TTFO0TTAvC09+NwXZa+MxSeZFhgw9giQHwHOzoHzApzlNr0/4OAY1ktIxtrpvpON06ezwnEs6rJhAQ8Px0sdOOuZVrLG0I7SMzjiYqmn87BIMlVsgFbwBtV5uvNSTAtoqHGyenka2pzBjBTSRFm3I469YA+86PRi/BMaYl3iGgpcXIM7QYEFIONDDjw9A2NOpyeu8PjqiS8OwHqcx3scm/UyDQdJ+SlVrA+L9C4a0MQxPlXVLR0T2qmWrlHm5Q5qHxXgmtSxU+uKh81iUh4C0t7ALQBrDTIvzMdPfHHgYW/M2JararQmqd5E2hzFppTRj1dBwgypZpRN44u1x2YMyHXuM3NHp93oOxDmNLxsB7fcsX+8xxpmBwzIGNFO02S++XRL81WWXWts+aSmMaZDtQLy0ylTc9FSaMBX9y3HxvUTFZ4MOe+pFD51OX+ygs9afKoh3+MQgR7/9onF41irLIJiMfDbtliGX/eAOo+XTh6e8PhVBXBxweSQwfPDNujH2iaXAV0+83N7bOXxa37t1qPL9BkgY+01DTQZIAPFRxpLHgbIapzW+JVkJe0eq4xrAmbz14GhQAbXSCo2WeoAFYUMNaM057+2iNu9IQEiilLKCmgzwd0Km9QE2FSBPF1U2ypOI4WODjeNLEm2mi7mnLU/1Z3+FxI0Api1/FQvjxpzGYfVL8oKkGvt6CCcvXmBbQEIU1rMWb2zFfRWpor+qYJZCuScqN661FUS1m913OG+b4DEfbtZ3VQBlF2tiiwLXslS3/rwg16DA2PeNrxL8jdGvkgyMAZKx5JaT2CMGl6gtCzd6XV+4pn3kRfmaUtgjWn4d5Q0e3nRKYPvRbBqS2PsMp7idczn1z3wMebv1YnrAbo+RivWlfvxJgc3cXisNG4kPPe5z8Ub3/hG3HXXXVBVvOMd78ArXvEKfOADH8Ddd9+Nhx9+GC972cvwspe9DK95zWs26fz9v//38a3f+q3L9W233fao63AVPp0DCQOuzZv9sBzBohEsCZL8JZb54AQydqm6MQA/ygqI1s0YAMxYa3eZvzJ7vtqD3gCwhFKvS3Xkb0aPqZpCCqT+aqdMK4CEEX4mpR2YY79GzChLOjcrsldHAzISxirsuFbZjB0m5AqSYcmTIBAVIFUDUH4JyrKSr3WuauVNzSgSeSTXhwE9B+YHgYcn4Dzb56EM/F5tot9DE9lmrH2LPUJs8LKolN5BLRY5XQxmUZnFUq8Ki5DukokPa+e8fqqgi0iufcbTu4vgyxlRVazJGeZ6oyZcnMajAWGlmFUB01p+9L4ZlePKeNBwfTMCr3Ec58E7qOcorpeH6dV6l7pucxvaIUv0u6zHSc/Tg39cdHFzXceBGQxzwIwP9sYGTaCNAV7+WVHLtzoFa6f97tDfx9cA4Bloj+AJ2rbmXIFrs6W9vRo2ZAXyQ4Zp706AdALILWjI8j60vQeXhQTr/VWNSwUog9QBanJzcc1aFRQRHMiZfqm1bSDVsMw1Nn+63y93nN9MKrVqd7nfMNfwmmt8MxF3MG4Am2M2kMvLGirI43HDKl1GwoyxHqzmc74h1IvpZjWl1NIO4vIT6xeAjA/iUrRvpe+bGJ4MOe+pFK7AsRsNPCNGoMbkkG2gyENccXkiB9aLVi/wRCQbaSPIpljzw7wyLa4nsH6dwWn9Owo+vTr7jM55Ij+Rhx6IpZ20/vHNe88k8hjAFU0ymXaPHqe7wI9UgKzmXenBUzmQJo1FDTN7BQvNCk0FSLKAWBBAkReNLq20tArvmgFNBqxB0uKTQqQK2MvhADsIitEPzKWkkCSQinS5xpksJoSevOpfudllneAJ/Vr4E24wrfFVqtOawu+bySnrkNkv1/Ay8Kmel7WARjVNdbJvmmRY7P0NWBPTelMb+MV5XehITU/tmqWaUyZAChyNc/9moMXN611KMuBrcbq/NEQLMz9MFBaAqLZhDxjz7552Fb/WxJE8PdPICPQw7RkXy+rxxLRYatzK52X20l0G+sV4liJZfaBHC2ibs560G9Nu8bWV59j9Xr08bIGDW23Rq9enafjar/3a1fX3fd/34d5778X73/9+3H333XjlK18JAHjve997lM5tt92GZz/72U8Ql1fh0yZEQHqZf+zgHBHFoLbeu7mMqCKVBN1VzQLJF2QRNuXxkyo9+CmUUu+31dm2ZE0TzD3cDHWrNqOZDrlBZBNhBIpct3INGDN31lrRhrYJ9b8CxVCnScUAwbBwYpoaowJZBYNUIHBGfRGFhgYB69PAfenbYX06JSitAnqw+3oAygR88mB+xQ7184iayHcWyJyhTf2P0G/HVPj0SRcF/VwAoImKDI55PzAgwe9h2ZSNAbCp0uaTLON2YaBvj3eNswtiJoFfRUnDiOKhqO4l7HPBvDLK+LzX2JLzEfLoxr3HEo6tYd5RcZ2/bC2uNBnsQhUBF7NKv0fx7oC/t8QyUMaAmANgPpbYfNfzui88r44DuKBrH29RMuetgnevj0E2t3Rwlrd4Bc0S0gFcp11ggNlDxd7LHsQ0M/EIMN4B6CMAngFIVFNzOcwHdNwnpXWcuZMpKGraszo0AMp9FRZycJ9hANhctciaPzLO55tDXd1nn2Nr4IxPqbTZcCYQjbXMrJ8TaZQxUAfi09L4LG2HsMiKFjy9CkpG25PUfYeNQ3e/UveQpe4BfC9Q5El5Efp0Dlfg2I0GXhx4syJoM+aWxhH/5mufTBjQipNP/PCK2qOFENcL/Bqst7FzHhawJ9DkBW2LT57l/bif8Uh6b0dW02U+o0ab8xTrHN9UcjqOd333LYGAFwSgrWAs2azaQtq9Y+CjSFtlk68glMePd0FCcTNMsXwytllSffWtQJyWwV7/SDFMJylEiglJWgBxo8IK+tQr8yWmcOMK085ysKl2ozo9XVUVwLJB6A04XTVC6wxdQLRwXzuy0uJ0vvn7AmRxrl8J0aMlVVBsPBUmqpZm4dlPkKmmouqnTHpViy2mJqEoklQwMg/LImdgj7R8i3RF1+TAH5EflshyatdxzugBY55vQj/4WO+9qmRgLNKNQFNvnojzBfPTkzJ797luW4LuMT64XY7R6JUR63MZja368L1eObEtePcTefBr1rA41vY3MeTHwVHrY3kjmXPGO9/5Tjz00EO45557bijvG9/4RnzP93wPnv/85+Mv/sW/iFe96lUYxysx6CqE4PZXix0WPWQFQKlaVpqQUoFUYUxThmJE1mx5RCHD4gABi0l/XYPzAjkBzaxxrfY/17vumUeWv1TNfGbYBrOddJmWbxNY3Hyo5fSNo+ueCdxnmZ2SKQu/baNpJ3KWWhfzYTpgVmDMs62hCaZ9Pdj3atfOiBMHl/f80M4JkGxNjwNQHjF/Yh/PwIcy8BFtU+M51u9ifPmLpwjy+5f47ohFVF5uOTDY4NdAE/O8Wv47gmEOWrg/c/ct5oo4p5TXaV5476zAkE1clAqIJanX/JvESZffpLcniJ+tezA/YPy9aoTHI1CD//p5KOvYOsz3Q8e6eeRiKgmswDD3OeanVhbF4oC/J1I4GMbjyTUTXbQ6oI1DFocYQNsSrRiPBy6KBxx63eXXvbHDJr0jpauWjxAA+2w+yZ49AP9nAcrDQDq1Z3FRiVOsUWKg7dV4ANMeTweg7LDsc6QIsgJzGldaW1Gjy00X11pe6/moOdcHyiptWtqupR1W5Zj547DkaZpoUrXMxhVvTZut+harcyiIpneCA2SuMZZ1QHHn+2VYtMaa5hjCS2gSEKVe32Rw7MmW857scCUV3miIIFEMDAhtmUdqSMvmgz7JHFupIy8Rj3Bhg98EbX16Kz461z2wyflXrIEin3lZ6uCPH7XS441BMa6jBy4D4bfnYTCPtdQ05PF8My7SBOVx/eRYt7KRj19Xxg/XwSUY//ZJkdvFiarAfJQN0Lmmr6dgCgQQciZfDwVQUXsdVI9xNOU0XfjQ0hhPyd6ASwFKBdMMj3IwrJpUFqdjr+LWfsKOPRgxzVa6GKerODOrTCb0wAAkeyvT0ppJpJ/axdptbaAYWNhMNN23G/gNjtttKrD4AcgmmZcFMayN6SfLOBv+zeCY/47BxxiwlpiitLQFzBSiEYVG/t7yLdYDnCLNyA+n3fJtFsGgHt+czkMPnOLyj/FxrPzYXpHnY+1xvWkuA8Si5M0h5uN2jd89gO8mhcdTaHrggQdW8ScnJzg5Oenm+bVf+zXcc889ODs7w6233oqf/umfxud93uddd5l/42/8DbzoRS/CM5/5TPzCL/wCXvOa1+DDH/4w3vSmNz36ilyFT8/gu1mXaxIJPnPdCI0N6EIFlSBqPidF3TUZVMW2YO4/ZgGZ7Lc7wG8AVNhsAWhaEyxyWLkGslnuQvRbPj/VssX7Js9hPTOdHDDD9cfcxNJ8aZbqd8w9g7JPoAGTbU8FUChKAqRukBNbOfgRei5v+e+mAAI8jIY0nJs54TQBZzPwf8zA/x1NU+xpG3iNuMnhG3/nJpb1uzevrKtQgwKnM/BeAC+cAZmAdICpl82w5/MOrFFhVmnrqK5pfX9sexS7l7SZk7eTJdu8U6pZd8YaNDNNMgekADe5dDncQS6fL52tJjquQTA3y/SPop2QuQbsWGNNlnnW/ZI1h/0+LwLZHfJjaAd6Vd9idkCXLC5cMAsW5/uuJVZQEVtpwNlNDFfg2FMwvOUtb8EP/MAP4P7778cf+2N/DD/yIz+CL/7iL95M/853vhPf9V3fhQ996EO466678P3f//346q/+6uW+quL1r389fuzHfgyf+MQn8GVf9mW49957cdddj+J0Pd6Y9E5hjBufaPLIAI1f9+KcRp1glngGaI6BX1vAGdPn8qMJJoN2zF8PIHP60VwygmO9MiIwFsHHWB+O7/12+i5w9dohXnv666kf85LCdxwHXEdgfZrLUrZcBApje0NCPdLq/qKMVEEx8781VNNM86MFMVHXTojJiw8xbwCtNpgiltfV8UVKK0e1vqWs5paCdvLiqlKPZ1jTdKf7WurCVUxQh2JRi/eB1pyrNtNKI1mZzvaae9FEC+rOS/ri97EGsUFpF6Ci3ogCrC96Cup7vhfyMPiKEN8DZLYAm5iX820BPQyM9YCqHvizxdMWaOT0ezQR8mzxfoyfWDawzetWfbbaeqvsXtv27sXfCHFcX4TfW3x+iobnPe95q+vXv/71+O7v/u5u2s/5nM/BBz/4QXzyk5/ET/3UT+Gbv/mb8fM///PXDZC9+tWvXn6/8IUvxH6/x1/7a38Nb3jDGzYBuavwxIanrKznmsB8aoxP/AIgC3Rwn5O2VhSYX0utTpdFtLobsPXVTzOD5AoxNeDKNxG2Og8EUJlQJWjnR7J5pcK0HDwMdVKdscMI90NmfzNSFVlNAwMViBtpw2dmQqneG2rpzWcPYE4ZZkgD8SRhlgEpZYzux1SwbIpdhIGg2XX1Xjg66uXL7mT55wKUAjxQk/wNAM9GmwJZI8enzviOiZcb783eFHxZiGK2i25eFVeaSXTNyjR8euUI4N8B+DEA/yuAP4G1BprTjaJpwlprzH+7lpifZi5ov1diVJTH43Wnsr9+MLDqf/v9wAtOQprHGoK88uvnwDd+tJblDrViRx2TCTy6oJlLAitNMdcgW34rlsMO4hIex5Jf/78B/FMA3wLgRVhrj80hvY+/KdDtiSw3GnrbFN6auFKmhHs8Vn2s/Q8APwTgd7PhNwpAZ5oGXSWu9wBECyMAZVxwoPopmNOIsvhjbPOOPcsGJmEBqdzs0ea5BkTZYHUAjbXGPH0DrEbM9SRK/rg/rDXo1egXrEEx11SzDx8Q0NIvgNhyWuVQfYkloKR2Qmqxl/zqB39F/2IRJGP3KlfhpoSnHDj2L//lv8SrX/1qvPWtb8WLX/xi/NAP/RBe+tKX4jd+4zfwB/7AH7iQ/hd+4RfwF/7CX8Ab3vAG/Ok//adx33334eu+7uvwK7/yK/j8z/98AMA//If/ED/8wz+Md7zjHfjsz/5sfNd3fRde+tKX4t//+3+P09MbPHqFH/4wEaw2zX4flEbDNUK8A1IcH4EZj/eyPY+njYtcBKh64I+Xz9peDCz1QKYeDb4+ViY692MZ8T424pl2BCJ75XjdON7bc6B4Tud1i3b1JC+v2rzXHi4YMpDO7bHQEtMIW0lE1GjL6qa26jD9XAtNYvdFzIlwMqbssEVz9K/DumydC52gicWZPyDkz0Kgg0KKIqVyUZi6KaGe/FI3JMsJL8DiQB8wjTCT0gFkc5S5Mi3Idagsp0f64lMbZRHYBLUBCYhQupZWTgQ/3MySn+8eIHLMHBGUd0sY3AKwOG3UKnOaW07le9IbAzFMl6+5nbbAsR6Y1/vEdJFPvo7O93tl9vJFno/xEyXYY+Udu9drL56HetLyZXzexDAvb2sffXDTsd/+7d/G7bffvsQfA6n2+z3+yB/5IwCAL/zCL8Qv/dIv4c1vfjP+6T/9p4+Khxe/+MWY5xkf+tCH8Dmf8zmPisZVePThKS3rFdgb+9R5uBx5mAU6wtZbTfbORespyDnZqc/ifmiG6jezTqACNNfNCjfPcX2IBoq5GY+ZW6Z6z4AxwJxPF5hZJWpqd8q/q09ZXSshyCiLaGE0d8hwPYgqRgCLnph593QeBigUM/Yw5/ymOzEiQWVAkQFzmpC8faqW+uCbZ7c1ZNtBZ6/AkKM9gDOgzHUqVEDnteL9ZwL4LLSp0JX8IljGQASnBdZT543gO4m+/bebrHkb7ql6fj3ClG+4Ca4B+HCl8RwAnxfycVoW8wbByoQyibXxApYNdM/e/7V2jp+IvKGTlsILdsCL9uHejTRgDFtrIpcV10D/fR3rdQTBMuq14w6lktEGerFo42OGATK3MvyvlZVnA/gjWINj7ttuorx+j8UrNhjoiSSXNa2nWY0PrMdj77ETNKA2jjfAxk6ZrH2yVqBgRHNe5oGfbQbJEqBjbecEc76fgCwJRdyc0YCmCXvM2CFXjlzzqoFdY71v/r/c5+FEJ0y2eP8eF0DffzvYxSdQug8xBsGan7MGmmUwWLY2z3STzVwIDFMC/1xDTBPMhDI165QipjXm+4+ere2iUXbJYHicw+Mp530qhqcc529605vwrd/6rfiWb/kWfN7nfR7e+ta34pZbbsE/+2f/rJv+zW9+M172spfhb/2tv4UXvOAF+J7v+R686EUvwj/5J/8EAKCq+KEf+iG89rWvxSte8Qq88IUvxE/8xE/gf/yP/4Gf+ZmfuXEGexuenrZC3GRuvRbY2uzFWbr30MRXE71NZbwf78XXIVv55879SDO+YrmsrF59eptaTs8r1Zbj7YyLbcb5r5evSGOrfrG83m9vw175cfWdpanZ8sQ4S1t1Z1xsi1mAPJjD9yx0PSzxUhJQhkrXy6hx8wBMIzCPKNMInXfQPKLkASUP9kZ89jfjj0UiemzBnFcmlJyQ51R/Dyg5Qec9dLY6eF1QBluhMy1IJUGyxydrHz9JxtPN3pagjzQ157m2+eo1YW33KfRdHBMePyHQP5L22LO5lb835jlPb5xfz/O7xePWPHJs3risnMvobc1vvfmjN08fm5fiPBTzbJXbA6+2gLHeHL/FY/w8CeBYrqdKPdYPANx+++2rz41ocJVScH7+6I2sPvjBDyKl1AVirsITH57Ssl7cIftumt/s57RoBLTTx+opyMVOriyaqgZBWnzMFB2QdVg2T+uNlms2NN82PdOettFzMyGp0wFrUbhDaTcDAlyrok0tCRN2aL5/bEtQqnaEa3Sww3+rftu0to3ngCwjdLSNsQ7124/IA9YveX2H7uCYb6x3gOyB8VYsWk88xfH7xDj9bYFe3mVRarke8MHT9XAkV5YplE7C757hx/XwEessdGMpQy7WkzNdcMh/rJCtEEGzG8l7o8FfEvF1jLus7I17rtQf22yriXrxx/ov9n0ENXtN18MtOe6yavbwyetpqi1e4vhJO2C4pd7coSHB/LwKEfDvEdA9YHiQvUTIg6Ckpv2VMWDCHg3gYhPLlqZQS7YTIkdEf1/t5Mq1s/wGiDX/YjMuglyeZ8sHWgPn1idaZjVN4eUAsPpxzbAyD+3AsuVlfCKNMunIfNKX3W9ieDzlvE/F8JTi/HA44Jd/+ZdXR7GnlPCSl7wE73vf+7p53ve+963MJQDgpS996SIM/bf/9t9w//334yUvecly/4477sCLX/xivO9978Of//N/vkv3/Px8JXi7b5QXvgAY4uk7oN9xZdz6oJOvN8Pyd9Rs4m+emJgGX8eZmHngtJEGxw2dfL06M62t9ujpizsfURNrS+Lo1TvS3yq/197H+AXWi8FlfbbF95b6OmvPxTotklW96a8MOd0qDaXzOD9xEQCSVLOPmlZL4NfNMY2wu98SqVpjYu+nH5YBvwrgOf/7/w+3yvW/Zbiet2IcHv6P/wX/CcBdMuCa1mOTYaYti481FSBV55bO8FKgt0f1buBO1RRYDkTwRQlKv9HoFKLVk8w9bQnxPXBEYBsvNhvgcrYAlQisxLQ9WryoRsCll68HIG3dQ+e3hx5oH/neorXFw1Y9tnjtlcF89niKvFzGxxb9rX7dGhsRbOvR6dDNM/Cr9+PTOrzmNa/By1/+cjz/+c/Hgw8+iPvuuw/vfe978e53vxsAcP/99+P+++/Hf/7P/xmA+Se77bbb8PznPx/PfOYz8b73vQ+/+Iu/iK/4iq/Abbfdhve973141atehW/8xm/EZ3zGZzyZVXtahqeKrLcp550CwzVUtRxt6/MgF22TBoFIMrkwAZIEKZnppEAwonkRS1ogSu74JS/bLXMRbTDXgIwdpsVAKHl6eHrbenieVKGqhBy2b+ZJbFddTLfraTE08hMv3fhoXLaZpnexxzn29XfCjBNMlQ9Lv9NHMOqMhAlJMjCcmwZ39YKuVZNElvaCqVFN9XMbgAdhR03eAeCTgPwBu94/F5g/CowPANceeBj4jd/A7zzvebjtllsuvNNQrJecnuJzbwm9LERR+ZjoOMCctEeNHK66x40APvrAA8CHP4z//qxn4b/ceedFLTFcFBlXJpQm8gCoGnpo9/y+MJOxEr34WFkAv/57Z8B//0389C3Pwq/ferpO81hD6IT/tjsA+DB+/VmfBdx6enxtRec3fS8nUQKrUyvrYewrzbHlREsiye/Eosjyu5/8JHD//fidZz0LH77zzhWOEc0q4/eWyHOjYxM4vsXxaco3+jx1+Xj1bwHw8bMz4Dd/E+PnfQ7G596C3e8H5BpMY+wagDsBPAP2/N5Z40eYeuQt9bMH9FZA94AMgIyAjAIMAwbsoDpCZcSunALJZ5YBI0bM2C+z3B47TDip1z772ew0LaC8z0pjjRvgGmM+o+ny8mBYALeZ0rq5ZMGAaUnvLxFcu4211FqerMOiLVYcHEMzz8wYoGm0+0MF/sYBWaQdFpZkPWH5qRAZwCjLgMsZ+NXrHBNX4bGHpxQ49tGPfhQ5ZzzrWc9axT/rWc/Cf/gP/6Gb5/777++mv//++5f7HreVphfe8IY34O/9vb93If7/89MAWYFchavwJITrkUh6SqHHwKtHpz774f/lc/AcAP/l//HKR5X/RsItt9yC/+fzPhvPv+OJfgCvp30fD6nwKlyFxx4eeAC4446bV96T4aj1d37nd/BN3/RN+PCHP4w77rgDL3zhC/Hud78bX/VVXwUAeOtb37par//En/gTAIAf//Efx1/+y38ZJycn+Mmf/El893d/N87Pz/HZn/3ZeNWrXnUBbLkKNyc8VWS9TTnvC1jOiygCB36j9jQNjuJwOIFtoh9jSABurZ+TD38YeM5z8Kbf/u3HTvgpFn70Ix/Bj37kI082G5eG7/1PN4/Hb/zAb960sh5LePtHPoK3fwr03fWGW265BS/41/8vXHv+8x81jd6UcIMOjD41QgSUHzeiF8MDD9i7g5sVngw5795778W9996LD33oQwCAu+++G6973evw8pe/HABwdnaGv/k3/yZ+8id/Eufn53jpS1+KH/3RH72w5v/zf/7P8aY3vQn/8T/+R9x+++34c3/uz+Etb3nLDfHylALHnkrhNa95zUpwfuCBB/C85z0P/5f/KzC4KjjLTKzVtfVaKb6V4fTXa/vfez3QK2fr/rG3RsD61cL1lIPOvcjHFt89vWP/KC6+MuuVwXzEMseNfD0+Y7pj9ev1lX/35oKobcZ0enWLsnas11Yc59eQDjD/KQK7uWiQ1XuubSWlxmlLr4D5MPO8ijQUpAHA6R34Y7/+nzD/TvWeUct1PxdKWksiiqLtfEutcQK0kyQFrqwGaHU5nOyt3vjM34//222/D/o/H0HJ1ZElBO1gAaHXb/WepwHVxY9J9jbK1Ij+atCjelpcQHMWwfl6cawBJCHO41mzKKpOH9NKiq/EmcctjbHLtJxi3t5rd1YBZxoeZqxDLDM699h6jRq1pxC+mYee1lfGxTbAJXl6/PT8sh1Lv9VXvfrENFtxR9Qf8oSbGsrjIDSVG8z/9re//ej97/7u79505A8AL3rRi/D+97//hsq8Cp/+YVPO+3fAcBuajJF0rcbDmmNi92TMSEkhQ6lrZIYM9p1SsbVOCpIoklSNMClIQ1lpkLnOwbhob60MF2F+vuaVbgMbZO6q0VBzG52r5lim+Kb5xfoXe0yLxhrrari2mWmczdjjQC6uJ4w640QPGDVj0Al7nTCeZ6RJkKaC3UNqWmLnMA0x//17MEdMZ/X3Wf18DKZN9hDw8APAQwdgOgP+vy/+fPzmQ5Mt7Rl4JLep1D0UeNeUStotwNghv+sKulmk+xhnccjvKd1z0cDdbvk07DOiovlycho7ojFg7ZR/B6BAMYhgEHLsLyZDuVaYatMCUzW/YvC0YRe3aOhRnpU86PIh23uyjApK6xUcgd89n/HRs7kV7HlZdlWKE/rdi4/5tdG5czfgM3e71plRtuppzIf4JYrkDuUy1cbQcjtbe5fssqm1tRbSMKus1EPLkYtiElmWdx9vHg41/YDmiUNgY9XHR2UNU2iKgnX1/RwLr+6O8ibYmMwUz+PPxz9w0UfeLXXwDgD2I/D7njHitv/163B+Apx8Bkwb7I76Oa2fW2EA+En97f7I9hanJ8B0LaHsBWUPTOOIg+xQZMQkIw5pR3qqI6b6MR3XEQfsFy2xuc6EGQkH7BZTTDeBPFQtsFxnS9b2ajNg0zBzU01P59+ZZj1Fqnq4nl5Qqom6p591RMnVZB6pao/JYkZfFpcv9UTKejJlzmJuXLZcprj7lqCqmB/ETQ1Phpz33Oc+F2984xtx1113QVXxjne8A694xSvwgQ98AHfffTde9apX4V//63+Nd77znbjjjjvw7d/+7fizf/bP4t/+23+70HjTm96EH/zBH8QP/MAP4MUvfjEeeuihBWy7kfCUAsd+3+/7fRiGAR8JKPxHPvIRPPvZz+7mefazn300vX9/5CMfwWd+5meu0nzBF3zBJi9bR8r/6v+Btf8EYA30XA8o1LvXA6VwJO0W7WOAU88ENC5WgvVxOxFEuuwT2yPm5zq5fvlWvZkO5wPlGXGRh9TJf6zde/djf8R2O8ZzBEIjiNejGduFQ6wHx3Eav+dSWqwrpNKpCV1AciHI07hUBcECikn9nSj/AEgqwO3Pgdz5bECBIRmgpfVESK2+yRQmTYgAMqgdqAlAs/k/EVcthtEUTWD3xFqPQtaHBIuXTwfF/FidRTCSBvYtppFiBc7EP9Cx9ad2iwCMt1FPLz4CRlv5Yzlb+Umg6+Zl2v6by9xylJ/R5wch71ZZvfsSrjPFx7Z1m4Ne2THdjZg59vKzx1uE9umZLW7RvczEdKstY5tvCfRbdI61R2zvq3AVPoXCU0XW25TzfCPi6+MgBpC51+ol3n8LMCSkfTYn6EOBZIWMCsmKNBYMycAwd00wSMYgBUmrQY80c0YDwJq55BCAMjeVdLCrGRzlxWRyrCCXA1sMnvlW8gSHxWjJwC8zSDLwa6a0GTsccA2PLGlOcbbkSTJh1nOc4IA9JkiaAJkwFEBygU4F8ggMAXgYhk75x00qHwTwifr7f9bPw8DJx4HDg8DpBDzjDPj9j1QTuAwcJmAqwKQ2PX4C1kU+/buLVo9zc7fzes+Bg0dgy8MJGojBXc00gLU4Vmo+B89uQRPBHDMQGFDyDDTw4hqAnZjl1CgVEKuf/WgiS0pmLlkUEHd0DmAYsIBnqTLjLyJlrEuLWhrZoa0fPXkYlVGWXVwu97j4IpeBM8VFmZPXOy6L17yJGhhYr2MzDCzlfDPl5/RxTc2tPjrB3oUmE1+1lilq8bnSLAqUydpTKziWFMiljbXZTTTVfs8AZgXO1foWsHF0gGFEc73m6p7X6mb6zeLKQOkFazFmV6v1MJolo4/VUzTQy7dEBzSrR94q3FHpXxNgN1RljwSc7oBbrgHpBBh+pwJjD8AG6mfWylwD8MzK0CkA1671QV37QgdAy4BSBHMSzGmHWXc4xw5ncoqpgl9TBcPOcIqM0e7jGvyESTaPdMDsHLs6O9qMaA7927WDbXP1pehxzXB8WIAvn03dbNJNMn22dZ+KFjcvs+2sA7KqXeuAUvyUygRVRc6o4JhCc4HmZADrDOiUascqVv7G2Dc1x/kAucng2JMRvvZrv3Z1/X3f932499578f73vx/Pfe5z8fa3vx333Xcf/uSf/JMAzDLgBS94Ad7//vfjS77kS/Dxj38cr33ta/GzP/uz+Mqv/MqFzgtf+MIb5uUpBY7t93t84Rd+Id7znvfg677u6wAApRS85z3vwbd/+7d389xzzz14z3veg1e+8pVL3M/93M/hnnvuAQB89md/Np797GfjPe95zyIgPfDAA/jFX/xF/PW//tdvnMm4IeTJmzeJwBr44EWiB7b4pH4BrOiUL5QnBn/dcFk+30zz6zAPvugwnYKL/LNmV1wEIx9cBksVM9ZG7zFNXdi6eb1czhuBJr7P+f2388lgV2yf2E+xjJ6wAbrHQknkIfZ17NdeO3h6f90ZaXP+OO4yLrbBqj5ign6hOIFJCgpASpPiikBTBgY1LS5N0KSQpCjneyDNkF2p/BghRTF/JKrm96tY4VrUBDxV4OFTyC4DqZizfBQ7MLJUB/mobbqcMlmZVFTpxQExaosIKHhcD5ToCXJeZgSXvH8v03LqgSn87a8UOf8xzaYIjEVtL3TyxHyxzj3gi9NfpvEFXATlYv5e2b30lznmOAY6RgDOQ2yfrXoi5DnWD9fT3728sc5c3lZZx8q+iWHGgHST3yhehU+v8JSX9Xg+9aCC9rII9OymOn8OKLOBE4BW2coW/5JBytoFpQjSYJoGRneA+yUrSEj1GwAy3IsNO44eYLoMgGCu7JowMdd7CUNl0zaZ1/AIBHbqJaBIVQPCqZrfnwytGhZ+MmZCWcrMlWqCOa9OSBAk8xeUFINW19pakIaMYSgoO0E5BVKuS+spDCkY0YCMHZoppsA23Y9Y0w4JuOMEkIcs760ApskAimk0cEwPwFkBnpmAT2bbdzo4tqeuFBgowf6fBOY+iUVcj/cwoh02PlQafn8Pwwx8yJyg+S4fKujlor0DHLsC7JKBXH6ipKACXg5aDEAa0d7x+ZRZ5T2p8qC/9xOX5UjuFrdy0c53HbrdfUmUC/m3N4aGtCyj8jomnXiqx5LvBOsXa1FeYHRyS4aJ3zs0V7sFEFevqu2VaqepdxzJQAKLz7NplUlNpwqMao92LsBpsTE4pwauOruHYiQnGFh1QAOvHqTm8Oq7RmPCRVHK8cs7Qnf59sld+fnY5XwJwGkCnpGsDtcGa4t9snE4DsDuGrCrGmF6G+xZvIb2XN5Sr/doJ8s6ca/AHtA9MJ8CZQQ0CaaUMMmAKe0qNO+aXlUDC81Rfll+r0+KdN9h7plx7VXR4hvkn3CGk9p2/vrAnfA7Ddf2cw2z5k8MABZ/YZUXYO1LjP2MlWLzuINjpZ5WvBzQUsTGTRboPNieZ9m/6Fp+z2iAWU+z7CaGx1POc1+eHrZeSnHIOeOd73wnHnroIdxzzz345V/+ZUzTtPIp+rmf+7l4/vOfj/e97334ki/5Evzcz/0cSin47//9v+MFL3gBHnzwQXzpl34pfvAHfxDPe97zboj3pxQ4BgCvfvWr8c3f/M34oi/6InzxF38xfuiHfggPPfQQvuVbvgUA8E3f9E34g3/wD+INb3gDAOA7v/M78eVf/uX4wR/8QXzN13wNfvInfxL/7t/9O7ztbW8DAIgIXvnKV+J7v/d7cddddy3Hez/nOc9ZhLIbClsbkggm8OykdC+CITEfXyOk5UUjaicxHzGeN7/MG4NDzCMvTAwOMa3Iq4R7kV5sG473NtoCkDjE/LzIO9AX+eA25MVcKE+vvTidCyeRJtMF1u3AIePiWztu/5g+Ch0eWFPO0zEQGeup4V6sk+LiGIgmwglYjhpOyaQCt5ucB2AsFg+xt25SG1HrYqCA7wxM4FATPkToQIDaqFVi0cOIZgY62CIyCwwlA5bXgb7I1CIvOMuPQBH/PqZFhXDNtDieAd4YH4OXyc9OBLY4bL0Z9XzOUw/U6tUjgjVRgO0BX9cDbkWemF9uo0gz1umycri9ev3Wy98DCrfybdWnlx7Y1s7rjb/YlsfGaCyn16cIeW5iMKHxsYkOV+DYVXhKy3o+z0Q5Lst6/eWgADShSMEgidaXAsWAUs0vAYVAkEtVZ4Gta3NKpjVdN4Q+MQsGFBSU+qDbyieYofX/CYZ6/LCdgTnU7SCQkRZNsoxxtek2WnPdlhrIZaCbQjBgWqAvP1rANqkjMpoz63FZfhIyipgOmggw7AuGPEO0oIwJw1iRgmp6tchEIxqK5Soxt9W4B6zC4kyfAvsMpIcMbEsKDLMBSbfMwCEBezWNMt9bjgocsokQEOBEDaTwpYKBsBPYxbk2MzfHg1wrBzCAbqZ7+/pBzZ/E0u+lOcpXr3pVencl/GEAxrEtw0MyU8lE6mjC8moAosRlQl8HKti2eP1ned7lWJbnWQZg+ghp/bqCTksDsJzoNH2tc3u+KHPy2seAHstCbkfIexpe/+M+wAci8Skue8yUj+0OK31/DFeaOsXadjgAUu0jSwXaVIF5tjE4ADgRoGTgkWJTRBIbb6OYdtkewKna2R4zbPzx1sPH1S1UZVaU28PGUq5j16vs3ZtgmPMgbZwNQ+WlNsd+Z3zuCiA7A6/GCo7tRiDdCgOlE8wJ/y2w5/BOVDVHNCA70fdQ0/p4GwAdE3RMyHvBPO4wizna93nDdV3LEucG2juY/izgp0rOuHhKpANeBzpGhOkkoGqP2UBwzbBmWmnHmbjm2PokYAfs3FG/n1YpBrgX0hQrsphTllIBtHmAlqGaUgrcnLL4Sfcs80fNMZbr43Nyky0EHk85LwJTr3/96zfdYPzar/0a7rnnHpydneHWW2/FT//0T+PzPu/z8MEPfhD7/R533nnnKj37FP2v//W/opSCf/AP/gHe/OY344477sBrX/tafNVXfRV+9Vd/Ffv9vlNiPzzlwLFv+IZvwO/+7u/ida97He6//358wRd8Ad71rnctDtd+67d+Cym12fpLv/RLcd999+G1r30t/u7f/bu466678DM/8zP4/M///CXN3/7bfxsPPfQQvu3bvg2f+MQn8Mf/+B/Hu971LpyePkoXgbxpSRvxEbzx+JgHR9L0QCemj3DdA6JSyAe6X0J+zheBJwbWOE/kNdbp2B6Iy+VXKFugU08gBdab4Qj+OO2ofcYLbnx7FttAQh42q+i1+RzuI9DitCxUxD6M/Spor574TRx/x/zAGpTzOBaEXCgA5Yvjb+FHsDops2qQrepa1CRSGUwyWHiS5h4MqEdrUyGl0gPaGxQnqlq1yJwfqf0uTQjjhUTRfF9xu8eFhwMLZpye87Bwlyk9C1/AxXaLdGI8wm/nPfLhv+NbpUif0zIQtwW6cDrOF+sa8zC9Hi8xvkcD4X5ME+8fy7/VLrEN0Ynv8VBC2l7bRBpbaWK6CH56iCDsVr1jvqtwFT6FwlNa1vPNSJQ5JMTzelAsQqeELApRgaRkmitDsQ3TKNBRMSZb0goA13xOYihCWQi7MAEAIxQKVwQqddHLtWCpWmKez7zg2PbQNCJ02QA6+GV0dpghEEwQuPaGp9lVbSmt4kJBxogDFMCh6pZpTe+by7Rol+U0IO8yUhHknWmniINh19BMiBKaetcIQ6gUtjEH3DGX3TsD5HbTckkPAelgAIRjkaiaZtfEtHqgph3k5m/1vRwmAGkANAFTBs5L1fZK9g7uGgwIOdO1yFeLAONROxjg5Z4htGrnJAGuJQMgXNleYcCXm0wKLJ37DTO3ExUY80ILmnzDQJIzwdo7M9aICSiN5xc0mzyXaTgN02aQOMq6+5DfkVdfv6K2GJfDZQPba5sDhJze6bnc72DXhPYc8stK1xbz9A7Yed08H9DV4JfR+kcOqDIr6onoRlthwJiMBtQ6MJaLkT6rYy4NMJC3jsOHS8MNWZNxT9cOsErF0QeidzLa2EfVavODdEWAW5KNI3e5u98Bpb7H3imQdoDuDJTdXQPE/YXV0ybxDACfgeZfzO+zxpg/GCewB6YCY2UEyihm6LFPUHGQqX37XOEeE6dqYmnaYgOa2eT6VMnmkdFA+LKYRjJoNtY5yVicMEDJRNLptVMpmZdUDdDH5V5L3zZ+RYemKaYJqgk5GyBWpqFqjFWtsZzMsmYabE8T3Wz4WO5pipVw71M0/PZv/zZup5MMj2mNfc7nfA4++MEP4pOf/CR+6qd+Ct/8zd+Mn//5n7+uckopmKYJP/zDP4w/9af+FADgX/yLf4FnP/vZ+Df/5t/gpS996XXzLKr+uF+FY+GBBx7AHXfcAdz5SWC4fRtM6YEdCN8ppO3RwAY93CAdXkx7IFYss0fzRv12XXaP8/dob5lYHvt4vpGuYxv2QKjYHhH02qqLUlmxj7fKjRpivtiz5MX0WKCI/sU8Tw5pmD9PG98GxjaIaUH0OR0LSX5/yUtEVo7/Q5neDlCTELUSZu0vT1wEzZtqjXN+t96kRJCEAQ7nIYIeCRcXq5iWBTyEOL4GpdsCbrwNeqBMvI7pYtk9GgjXEeDZytcDXfwV5haoF/NzOVEz7xjfW3TivR5wxPSj1lhP4Ob6cboeILZFo2cGu1UnvhcFosjLVr23yskAygPAA3fgk5/85EoAebyDr4HP+uT/jnT7bZdnOBLKAw/iI3f8sSec56twFW4kLHLeT34SuO32tna6hgS/GGNQgj/7AhkLpDrnl6Tmm3PISGOBpIyhmhwmKUipIKWMQWbshowkzfG+61i4vsVIPsDcM447xnfH+kMFxWyL2PyGuRP9sXrccU88ft889RxwsuhcmNeeXXWDPWKiexNOcFavp4X+Kc5h/sjOzZuQTtg/PGN3yNidZQwPATLjojP+B9Ec8h/Q/JJ9rMZ9st4/R1OdyUB5CNDfMyALGdDZwDHNgBZgPjcRYs7A4axOpwJIBazOtWJPuWqXVa2uEeYPTAGcVwRjNxj9sVTRqMpHw9hErwxARyv7NBkgAq1AWF0vtAIX4676ewKAAtMA82vXyvH1f2jpgHq9xxo8Y80tBreYXpQTHXtlWa9gjf6BrtmVh5fFchGvUy6fuVzp9WBZEvQ9U1oGp3mtY/nLy3XgkNd/BxSwQY/zuyqXhvRcn5lozxUMq+nyZFpkyDbu3LiiqKU5nwxwTbCx7yzMxcYJ1L4nBWRn74DnueJOqeJ3agCvuz3cDcCUKlaVbHxDTQxPAuxPKyg7AKOfHjGaiajsjS8ZgHQHDBjzdnUzytvq51aYHacDYG5DfGu9H5zylxNgfoZg3idMpwMOp+YP7Bz76o1wxDlOFsf7E0acYY+p+hybgm8xOyJkqKC839svM+ABO6y9Mo4L0NZmxrFqoO2wdtDvpp3N8X+L96NK2DdZwqwD5jyglLFqjtknl4Q878y3mDvgzwEgm8Rsb12O5c8Urhkoc/n79x4A/tLTT857yUtegj/8h/8wvuEbvgFf+ZVfiY9//OMr7bHP+qzPwitf+Uq86lWvwo//+I/jr/yVv4Lf/u3fxnOf+9wlzbOe9Sx87/d+L771W7/1ust9ymmOPeUDb1gjcMKLBLB2Usn3nMYWPQTaGuLifWBdTnvZun4FweXHhcnvx80al90D13hB4bhY1x645N89n1kR1OmBUBG8KiFvbMPYZ5GO8+6vcyJQxm2DkJf5ZpCJwZAoGHC+CDbFOsd2jJpFvshze3GfMk+RxziGoldQj2ehye8vbSKtHq5JVmrmETAP/LVAF1wWwC81+gVYO8yXfruzEMRjlOn4IsNCIygNgw8IaTx/7BMuK77lYdrMD/PJQhyH6CMrpuP43lukCKT0QLFYzx74EoEX5+0YQNPjoQeW9cAxhDy9vjgGEnn6LeCtB3jFEHlmfnv0rhdwjO2y1daRr17/9T6R35sUcn0T+1jClVnlVXhKB95ce4jrnuBiEABzqu96fAGxBV/ENkYKoIgiJYXCzHK0CHQYMKtgFD7uV0kMcC0tDuafrPkrEwhGmEYXAIzVcNI9jCnc+BKwI29cP8I2l/ulLBcptDp70gq+maGlwWOmY5ag1cApL77KTKttwAwdgaLmE0hLxvgwzCk6H/no4ESUYz8DZloJ2Cb8QTQzuRlII6A7AA+b2CBVNtIzAyeGAaa5V4DdKVAOtQgx8eMZlfQ0AVrMR9RQgTNv+NsEOMtG/9pQ96vetckALikGUkgyUUdhZUMqSCKVl9GAlfEEzRySASH3vcbjKU6Vfs3+xKKc6vJk9MfLg4eBJZa3OV2UmXe4GJxGlFXcEzyvYwzQRbmJ9wHxHoNavFZfJtspmmbYSGlZPnFzwJ4s6OncDPhgfCbab4x7IE1YXIrowcaSa3KNOwOvBgByYv7LJlRfdIdG59bBzCbPFRj2pmnJ9ThkyzPWcbYbsBhO5FqXIdnzkJLxmGrdpJrppmQAWRpgZpTusX9xTIamKeanVLLW2EmNd1CsmlrqAOgeyNcEZZ+gO2Mga0IW0z11ucG0s3YLQDZjD9cqc82taWViOVbI/2QFVBU0E0nXJis1/4z98rqgmX+7iSTnb2BYi2/aZPbb8mQdkMsA1aEezFBNKosg5xFaNcigCehpjuUNYCyH73iP9w43MTxV5LxSCs7Pz/GFX/iF2O12eM973oOv//qvBwD8xm/8Bn7rt35r8Tv6ZV/2ZUu8g2Mf+9jH8NGPfhSf9VmfdUPlXoFjNxp8wkydeA/+hqIHmHlgsEPpW0Nc6sSBvmmRXoFEEQBay2kXafJbGdZW6YFW8aPhHnCxfGBdJ44vIY//5nb2hTCCXvEzoQkFCet+ihvRLaDM0ziAM2zk8dN2euAYKL3ioqll/GyBrrEPWdiI951n7kem2QNlmScGGngMc3DBy/sjTth+zfmmymzSquddA7dJBMZ4MYjmLT5eo6mf0L0oILFwxfSioOTt4G3BGyQe6zyWolAYeToGbsSyEe7HRdH515BW6F4POGO+gIv5uby4UPfq3MsHukYnDzr3tkCtY23Wq0uPFvPTqzd/99o09oFSuh7Y1uM3ptniqTdOt9q7N4auwlW4Co9fiGspr498HWU7X8tmgbpqidSFKdlGSkRQyoBSCiRJPUPGHDqjKLIkiJQKdCUoHBRr4Jg9/mYGqVDsaVKwJdBAM7u2P9sEWg6vgumf5QqbmfHmjB3c0MjML3VR6pkqRa2NtKMN5QEncOMkPzBglgG7YbJNoip0SJhOFUNSpKrdJScwbTKX2R7AGqxhE65bYFpk5zX+HJBTIN0OYIadiJntXsp2T85g5yioXbs3fW9HDKYlNp8B+wo4YKonSZ4ab7crUAZAs5nLHerYSDtABqvHWGm654nFnWodI3KtgRaL/OSgg485dwrPchTvL4eQnuO9jVhLi1+o+gEIPFb5d08O5nKibBtBNN43MPDnz5I/LxGA4/qCaGzxsbU+Mo/+Qg9ojvxZNuR1neXYc6zXYTbn3MOAIsauz+xaButbKFBO6phz9tW8jEBh74irWa0IkOuYGmCg1zgCt6mJyn4Iw+ERS7cbAcl1SJwCOsN8qnHznZiILVLH2rU67quZrgzAcCuaT7pTtHHgp09q/b69xjkItoeB1TsA1wCt5pV6CpRrQNkJdJTFpDIPgiwOWhngdI49JpwsQJQBYkM9jXK3gGZ5Mac0ra/DAqA1E0vXFmNQKy9pAPcV5r7L1mWmRY+WTSsz1iacNtc1U04DwNz5vn3nMpDjfWkO+P13lm2NMZa1o0zHsv7TRM57zWteg5e//OV4/vOfjwcffBD33Xcf3vve9+Ld73437rjjDvzVv/pX8epXvxrPfOYzcfvtt+M7vuM7cM899+BLvuRLAAB/9I/+UbziFa/Ad37nd+Jtb3sbbr/9drzmNa/B537u5+IrvuIrboiXK3DsRgNvjLa0pXxidaAmLioeGOQA1osJLxw9gKl3jzWBehuyKaThb14gGLjjhbwH2MRyEdIwIOfCJgMzoDy9RZhVo3kx6wFIzC+n4/TXk5eDT1A94YHbJta/Vyee4FzgiW0QeWV63gYRVAX6bRf7EZQ2ChpxLGvIw/3BdY5v7pg3BUx7LJTHdXHiXB+m6fxJiHOBK/J8DMxhQMP7NIIpx4CUyIO3R+9tY4+ny+K4DfhtEY/JY2BSDrQ4RL4Y/It19/tbgFGsA/MkIY100vf66bIPPzu9/t2ivTUeENL0xlcsu3eP6W3lj/d5vMRxEM01t9q/N05vUjBh8DG+UXyM+a/CVXhCA29OfO0G2rMZX1BdmFPEnuWdAO54309XrmDZPI/QYcK4aJQpilTAKwmGNC8kUwWktBbUllmF+w1r+mMzzAeYOdq3NFpPoDRttXHZ9dvpbo6u2FmVpQJkuVJ0R/1j1aOwivvJbtdgPs9Mf2yHATNce02gOB8UoudW3A6Lr69cQQV5hNquwDbk3A8A8EzY6ZUOfrlfsmpaKECTb+lIwJSAVADNAB6q3XVnLe4AlDrfSjLfS6WW6Zo/QnJnShYvk4ESRYHdM9De52kFK6pmj9SXiOraO/VaFG3ntUd72ejaO7zeDDAzNpaL0Op34eUdv8zll5gsb3pZLNf0Ph5Yu4xpsJwiMOASdO0yCe8yvcyJaLPcs7XGe1xvPed7zrv7NfMQteCjvOnPumszulz3CFob+kMXgbdpPf5SAuQaDPB1HmcbOyimSTbW+DwB+dzG2lCBT0mVZm23scYtGHvtS8m1untLq7UNEqpWmPPsc1jV/JJraC5oTtHGhjvhvwZTqXQzXwfGbm00tJpflhNA94CeAjoIcjJwbN4NOKQ9ZuxxIBNKP3XSTCIHPIJTTNWM0oEq1uIyc8cdxTVzyMNi+ijVCNxPnTRn+g5qNUCsmV9mgv/9lMqLRuzNgD0X8ylW1Jzxu7bvPAtKHtrcrq4J3E6rXDTGWM7m9SVqjEWZk9PexPBkyHm/8zu/g2/6pm/Chz/8Ydxxxx144QtfiHe/+934qq/6KgDAP/7H/xgpJXz91389zs/P8dKXvhQ/+qM/uqLxEz/xE3jVq16Fr/mar0FKCV/+5V+Od73rXdjtemqv2+EKHLvREDcocdECtkGvuPDECVrpvk/IXC4oH7DWutGQhwES5qF00gBNSyoCK73y+dpp+mLc25T3Am92eVHrAVD+m9v9Mi0yDfk8ns3souYUKC2XX7B+Cwe6rxt5enERoHIeIt/OX8bFNugBfRG847r0gE4WXiK/ESRYmT9SeQNdMwDKeeOY9NCrFwtHXDcN6XvABwcHF5wP3szweONv5jVqlYHyRtCO84DSgtJFEMNp9TZUPdo9/pg3L7Pn3yv2c2/h7ZW15bcLIT534rbqFN98bdW394mCg6DPd69O3DacN+aJbbpVNsfHevBYi7wh0IrlcL6eENRrj9gGNynkeUCZH5vQpI8x/1W4Ck9oiHMlhzj39uSVGqHJDBlFBJIFooKkyQCUQVCgyCkDSSBFkVKGajJXm1o3xLSwm5ilC2umTQYUmJ6DOeof4aeunVR7RUvnmmM+xRizB5xAcF5LsA0oAGSMS6lGe0TBXEGvZlpp9x+GwE43S7iGjB32OLetqCYcZMA4KPRawe5coRkQdqQO2Obb25fnTP52065HYFo+Ge3kxHMsYIAoIFOjJYBt+DMW7SDZw5ysV9opmYmkFphPqdZEy/opVRstARfkXWEzR5cZFaa1A6y14Lye7FvM5ShQPNA0n1wmYkDJwTAHg3hH5/e4Hs6HgzzMsw+zAWt5gg9EcL79noN7qPTYNxoDeM6/53UAlDXKWJYsRNN5Tlgf4ejAj8ujvnZ6OX4wXcba5YjzeQjtweuzt52DZe4TStAOj/APmwer0RVvMwdsK9glzk9d48dTYHwG1bfh1Es9U0EDW2H0FTAgrZpMOiCLUyyno6760/cv/vx4v/n3LbVPdpTeQTH3M3ZLjXuG1U89fzWrLHtg2gMlSfUTNlSfYqfVd9hYz80dMGPAWZ0novYXnzo5L14WUwW+/DTJEQU7NP9gLU87EdP4MK0zSwO4FthI6Zsz/osmlqYZ5g74taQ6P9tJlSXvqtmk3zNNMdcawyx98Ivl+QiW9a6fJnLe29/+9qP3T09P8Za3vAVvectbNtPcfvvtePvb334prcvCFTh2o4E3KD7xxE0QL0S8qPHgjht/X5wYJIuCV6TNfMQNPZfTAz8Q4vmatbq2wCq+5jIGyuv174E2zE8P7Ir0c7hmwIrTsrYYg0a9tojtt6UB5/VgE0qO3wLYtgA8ThPbwu9Fjaxeu7PQHkGlGLcFfLIw47QVa0CMxwiXF0EvYA1Oeej5btma7D2v54kbEy6HQwQKIpDCaSKYzAtV5ImBkB640wNtOF8PBDoGJMa6xY1YD3iJfMd2cL55rtn6eJ4eaNMDZriuvfr02onHU4/OFhAU8x+jz+0S+Ytl9fhAh8ZW3XrtFuO3QMZjZfM3p9vi4ypchavw+ISted+Dz1+83qVO2kkAXQspCoWd8pwBGZBnAcYZQyoomiAKA8cKkJOamZ7lQvPdI/XKdMrc1xcvyoYB2HbPPZc1CM21zEyXbMIOTUvMaJi2GCrPgj0UczWzRAXObJ8/4gzXcIozCEoF4MwUaqz6HQIAFSgsJwecHhTDvraIazHtYBtwl+s+gSbDjQAeorb2NA4IFdim/xRtU3lAAzV8LndgpG46pQJri/8vhTk1Z9nA+5bHQpS/nH//7TyzLHeK9XwtWJuMsny6Q1vn+PTJ6OLD2wJoQAcDYqWT1n+f0L1oqumy60TXvFvs7TtYMaNXl8h35DHKYgXN7M/XYQaiJjSgqifveNwJ0Z3RQLN9Jy2oLK6jA7C8b/M00WTUTXcV7bRN96nH+UFxPndE+b22USJe9BSmoegApI8L7yOOc96rb7AFEPP7nt6fOwfPXLvMf9+B5meMAdlKuwhwfjIgpxFZBsxqYNQ59lXzq4FfE3Y4w2kFp8bl27TE3OTRzSsZ7GofP26kaX/Zp4TrqdIvC7AmaCDc+pTLi7QEWQczpaxaYW5KWbIgzyNQEszeus7zOQHVz5gBY7KWY1mW3dIa4/tRBr8KNy1cgWM3GnhDwhozvOFjYQm4uED10jodBls4bfwG5edFxRf+CARx2aB7XEYOtBDy9mgyqASsze56oBDXmb/jwhnzRi025ze2F/cH5+nR48kmau712roH4nk6FpQ4nvno0Y3AWhwDEeDzPN4OTBeUngNPtFGNHVi3f2/ceXxwELqkjfxHfuMGPtLhekUw4JhpH/MaF4+Yh58zFojmcM0hbnQiLeav9yz1+IiATKQdF8VeGv69Bej1yoz1PAbe9a5LJw828kSaW37ZIt+xrEiHedriewtQ65W3xbPzGPNHmkzrWP5Y3vWUFemik6ZXryc45HmEzI9NdNDHmP8qXIUnNPCGlzVieut970UOb/qn6n/Mbe7UCKsm81NU7JnCMGGkzZkmMY0FMe9jQKpLi2uCpQp1pVp8CpiNYqpIwA4TtC6aiXbiXhowYqoVSxUUM8DMoLF5QXp8C+ngmS7f5zhBQkZBWeC3Sc0U082cVGYgCQ63H3DycIYkoBBIBW8mhfk3uhXt5MpSv3fU5udoMu8OBkxMaMCJz40Olj2CBqZV88gFnHOtMoFp6QiadpH3O8tPfM002ArD5aGEBuz4XN9zqA80EANYO9b3bosyEwNfPq2yHObaVg6aKKXt7Q0igMblJqLRe4kX9yNRFucXiR4cbGHgyDXLuK4sEwgaEMpynMteLge7rOnp9lgDpnH9TESDgS9vPx937vvX22bCRXBUQ3o22wTRZlCM551KR3y81jrJCVq/+dzEAOQ1Ksf7Y6SPx3m+UzTzyoRmVnlaf7sG2Q6LOSUGmCnlKZBPgfPTPbKMVdOrnmer1exRmkbYjAHnOAGbL7JzfTvRcodo2mjglptT7lfgVob7NWsmlFPVWnPtsmY62QC0Uht9rY22dsBfylD9i6XldMqcBSWP0DKgFKkn4/oJlWRKOct67LFsymOr92HgjOeVmxie7nLepy7nT1aIb454UeCFgYEFzxfvxYXD4/wBYQClBy75b8/Hby4ZwOHFaAs44gnd+fW4uBBsgXw9sKinhbYFtmEjbU+A4HYQXNTqcl5jPIMkCGm1kza2WwTjIngXefY8vfqA0kSttWhKyL+5b2OZMS+XEfN4+0RwM9L19soU73G+oLPQFLXoEH7HMcZjIPLMfEVaWwJOD1zwwKd88mIlIR332zFA4zKggtu+55/M68Zpt0ChHtASgfBIh+MiqNMDYnpvuK6nrbc+PZBrq+xeOVv8Rz5YiNgC95iWbMT3+jami4Atwj107m3xvTVOmQ/+ZnpboO4THPKcII9Z3b6ndnoVrsJTJPAGxeWfuEZ4mCmNB5bJRjGADGjOhmBwly4vQgQllUaC5oq5jPVkSy9iQDud0r61bhBZBPUTKzMGDNC69AkKBuwgEMzItRDjaoRUr0Du4WyuC/sOWje3u4oXncOAMQPb3MzyEZxiIIHgIKems5Gktc8AiCqGawDEjJ1wwOLYXCeYOambvrG/rN/DWgPsYZhTdO8bN2PboZ1S6H3ocokDJk6bQYYJ6zncwTZrnvU6znzx2HDgK05x0T1FojiXm9js0stkcIz3B3uixbIhy6fMH3/v6DeHLXCLfXE5fw7IFFwMvJfoydz+PAUTwlXeKG8K+gCBA6PeTw60Oi0Qn97ODlb5PfJTt5SdQzqvw0x0vC/iTprb1tMcQrooR7AVh7fzPqRxrS+vm/PGQKsDmgys+sc1v5z/Z1Cca4Ldggs+xjDCgLFnYPGhV06AfA2Y9iPmgYCxNGKWEeeyxyT7xSxyQsIZTkmLzJ3xD9Xk0rTMmkllqo70GxB2wJ6As+ZLbMJuMdl0R/5msum+x9ZlFjRQzDTRmoaazZEwM0r3IVY/gPsTG0w7rIj55aqAmBYx2WaWNlZ68qj3cU9ezlgDuCyT38TwdJfzrsCxGw29DbDH+6QPrDWCelpNEvLwAhC/I4Dkwe3oeVKNtHuABbBeeHhxjXH+cPKEHDWFYp5YxwgoRR4ZgNAOrQi0RJCHQbtYfuSv1x4xr6dnDSdQPAsEnp6Fl0iL80YBKQJe3D6RZ7/PJzsxD7Esp8ntFsdR7Fu+F68j/Th2+C0d92lsixzoAOt2TrjY7gwERNCnB2wd+3i5EfiI4zCm5fJZ0OotcJEf4CLf/h3NHXug1hbIxGVJyMPpYhz3UWzbCNb5J8bHevQ+15sngnC9dMdAL873aMCxKLj3xhu3DfPXq/9W/I20W6TjoQeUXYWrcBUev8AvTfx583VXsQY1FG3jm8KH809mwmg0MiACKb7xwqKJsBsm89Ct9ZPM4fQAAKIQsQ2ebfXqKWoAFDtIRQgU5nmswEwuZ2hlOWGAOdpPqwXOTS/3nSpK1bVozq+1nji3h2LAUEE2W4AexilOcaj0gEfkGoBHzLq0FqkKpKTIJwn7YcJQalMpDDTz9vNNvbevA2IzmrbONSzg2rLJ9zxn1JcD5ZvQNGl4DvXTCFkr6nRpotbnzteEJt+wBo+v6awRJDRGSqATZVNFAzky1hphnsbltpHSARd3dawhxkCv04gvivnb6+vlsqloT0byerJ86vEMiIHyMi2WaVku9/WXtbecP4+LAF7UtnE+Uud+lJUdFPMx44CYwsYDa/1kWF8JGhiyo7xO8/b6200uXfb2ceTtHPc8/ttpppCWtcccPOMX1s8gXnxM7UJ6PzX1Wm3P/fq3joCeAKX6OCs7YHpGwjyMyClhTrsGcsmAg+xxLid17tkvwJibSjpgNmO4oC3mn6meUDnX9A6+sX8xji9V82tGc6TP2mVaaRlotjafLKinT8JMKWc1J/yuLWYaY8kOUcmDmVm6XzFF9TsWgLH4YVn+EO6xpmIOaXuy51V4wsMVOHajIW5wtoDRuAGNQFlMywsJsJ4gfZLubYIYjIv0edMXAaoIWPAkHEGsCHZxfZhnphGBJ14MIgjF/GzxGdNHfvw6AlRTuN4Cs2JZEVTCRho2RWWhoEcjtq+3D7BetGN6Db89H2treWAa7iOhJ+hEwaNXTswb2wCUhnlzPiLAENub73kej+sBCV5vboMYGNiIbyBjfhcimIctYKPHLwtbEaCJYAeDkBry9+hzPl4g0UnL1z3ee+3JdDl9BJYiH7GsWIfLyrgsTSw/gqfMYw8cu976YON+rJ/fZ62/XrqtsjjdVhnH6rWVlj83Xd1+eBzeKD62/FfhKjyhwbWTUoiLcojf900xm8R5Ol7vJjOnVBGIzIAKZKiLcBKgFLPGkYxBCrSYbpjUUy5VEgoykiRoUqiYHhkWNswzuxWryxRh2z4s8b75BA5LOsNNRhyInv8ybTFd6DTfPMAOudI1k8qMk+re386NKwDO5BSKM0CqllpRTMMeo2QcBNjfOiGdGRMzgGEA5AA78a+eCLiAYSdoG8xH6rU75HcQzdeVR9CALt9guvx6wHpe53WMfcmx/Opjgv11naFp7rBM5eUo1j7EeG5nh/xczo5oskuMmPaU6Hr9mAcHQxDygtJ6fnY035M9PbAsw3JklBV7+4u4xnm+uN4D6+fIg8uVGev2ZMCN+9HNabndWTuvhPsMVLBWm/uvi+afBU1bkXl3OtewBh8V1s6s8eV8n1O9WVYuFB/3Hx53grZPZBPcU7Qx4PV3x/uuKeYgGAPLp1j8kOloGmJlD8ipXU+3COZxV8GxAZMkzDIuYNdB3An+WIGxWxY/YU2za6iA2Yim0eWml3sCusZ62qWdaumnTbrvsblqiPHpkq5F1gCyAaw1xppnBx2Q864CZDW91jzFTqec84CcBwPGsmuOGThWZgEm0yJDlm1AzMeK/5479xkgi3Su5LybGq7AsRsNcdPCC4mHCD74pBhVjSPIEgUvUL6eLyme0Jt0c1Eg48WQ+eXFkkESztf7eJnHgJPeB5Qvgl/cLrxQ9towthPXJ9afF+5YXvQLAeKDF2r2weDlcB/36tHTJAPWwktsuy1tMAYYe/0Q07Lg0muDqInGpgVcPgNcLJDF+F6/8Bu5WA9+DhhwiScReeiBHj2BLaaZ6RpYqzE7nywYe1ru3/hM9MAUdtTKPPh3pm+mE+vn9eKFsQe+RH7i/dg+TD8uuL37zH9cmGMeThM/kd8tMKhHq1dn5v9YWb34WEYPTOt9c3vFeh8rq5e2hO/r4Z/LOVb+TQzzPECmp6/QdBWeBoFBk2Mbfn92XZKe0TR9tnw6zQIMAj3skPczkgikTgCSBarNS5cmy6xijqCdlln47KEYzVuYJCS4NzIDrExbwhbd9o7QUriz/Qk7FGjdo5tuWIE76DejJNT0B+xhQFqCO/lPmDBVdSKBYsK4NIsZPNmVAoC4DtoEJCy0FQPkRDGI6cAlsY348BCa6eOdMIf8mT5uDuZ+xBzc8Q1ogm3wHbg8Q9MYs0ZaayF5OpZTHFzx/uMdk2vg3Ep9y2adLKPxSY8eohaZjxXPC4pj6xDnjX1PsSw4UlrP56DHHPKw7Ay69naKY5/lC5eVojzo9WTwjTWeWEZlNxccz+VFWdPpR1nOf7vWoN9ncGimNE6HHeg7r1F+dECL41xOZL+1/Kzz6aE+LoE1UAo0rbFrWO/RXKMLWL88974sRG+kdA6I8VhAoOcg2m1o2mNO100rHaAlB/15B+gtgjyOmCVVrbGEKdlplDN25FPMwLHzCoBN9bqBW+PyHTXJHMwyba+0AGDNFPMiMNZMJMelbL431bLcv9is1ceYBlBMqykmaYzlPBggVuNMayyh5ARMgwFjrF3IcqOvCVGu3wLQtnyRxUPInuDwdJfzrsCxGw0+gfdAMQ69e3FhiQtPBJs4bZy4430GOmL+rd9REDgGTG2BZEB7Y3FZeq8nl4nOfWD9RqUHJsX0DLr1wLFenXpxkbbzGwGyuChHIMwnQwamen0VafY0ACOgGQXuHkjpaWMbIPDlNLgd42+nM3TSc3352sNWvPPd2/RHoSgCDN4n/jxEsENCGs7LZW3di0BQTMPXTCu26RYtBls47RZ/GvL0QJPovyDeZ2CmB+D06HMdtmhvfQrl69HkDQHT7bWBdmj1yotxXN+tevfGH/Pl9Yh14DbYAgdj/23l7/VXvO7R7KW/ClfhKjz2wM90CfEpxAvW81bCWmM95huVNsYDCsxzFwQoIhCYk2fABfQB5oQLzdIyVUUzmLaYrBZPB54Ag8cEgmG1t5IKglmqHcxn2ITqAaxOgc1gE1AYhDfAODTaeXH1L8hVT8RKt83miIxcwTSrZW1YESABGTMGEeSUMAwzdsOE8QAMk6LkKnL4xt1PrGSATND8Tbkc8gj9dqBS0TTMfK0bsfY7BhhIwi+qtdIvaGZtha55Xk9ojs1B+V1O8fgpXHu3FayBHBCfUVZjx+6JaPFLdJZJnHfXMPIynT+WFQc0oJHl8ShjRmsH1ubi8mMcvxyPoJqHeFBSfGHp/Rvryi9rWW7henAfet4dlsMYlrSs4eXxbpbLbbFHAy74YIaCNb0o4zndU6x9njFgyO3rY25H1z6u2aSbQXkHvPyeA8ozmsN91jZzsNfjRiDfApRTIO8E814wjTtkGTGlAUUGHNJJBaOa7zAHwmYMOMO15b4DXXkBy5rDfT6VsjnpTxV0W5tSTthV826htMMCjLHTfYWQOWVNqwyeVQDNAS8vv5pVZm3AmJYE1O8yD+R0Xw0gY7nX+4fNtBkA4/F5GTDGL2uuwk0JV+DYjYYoLPECxJNwvA9cBEhien5zwmlAv32h5ftRWItvgXgDxWAN042gSA9o4kUt1i2H+9wuEQTxBdjLZDqL0NjhgdNwuzAPwEVazvtAv2Pe2Ed8PwJkpZM/pue6+r0h3O+Bbmym19OSi5pnzg+3u+ftgZDcHj3hyGmgkzb6Z+htCmIZ3A4RCPE0/DzF9o1AiudxAYQFlR5AFseoX0fgjIVRvhfBrh74Ecv33xx4/Ec/GBGAiWX2+IoATrzH+XrxTBO4+FaK63iMRvQpxot5nMMijV4b9T4R4Nrir5e+V25Md4zHWD8NebaAMaZ1GbDZG4uxvhwPXCz7JgbNIzQ/RtHhsea/ClfhiQy8eYnxPRkuyiYJTeMIWK+3KysBMYCsZAgEUs0sE2xTBqDqdgmy1NMtqzZZIeYmBSATDAwbqpLKtNyPYmlCxgQh8Csuzs0nzwkmJJhB5UCToqBUcMw8+BhdRakqFIKEB3EbruEcO8xQpLolthRFTjCnASeagDJbsw2A7BU6KNJQUG5RDI8okvtLcsDCQTI3bzxHc6bPPqGmes+1OlxzJq4lrmnkpyS6todiDUZ4Y7L84xpFHsfAlZfZk3tyyINw331psbzgmj1C1xF84e50wINltoT1eu+yMa+Zns7vbW3MWV4BtYfn4zbitjwWojwc1zmnyxp9EZB0rUD25eX5WYuP63wN7VRUBpdiWf7NJ5lGOTZqqnld/JF0HtlMM7Z9QRtXfPqk33cAk/dJSvdHrE+hZKDsBK0v3JyStcXc4f4uIe8FZRSUQZCTYJIRJe0wy4hD2oO1s85wggNOYCdPmhbZGvByjTIDuPwESjaHdL9kGQnnOEWma0/TaDVAbaqgW7w3Y+1/zIE2n98A9zs2oFTH+wXmjD9nA8E0m5aYlmRmlfMAzGkNXKkaQMYy/YSLTvkj8OXxM9GKn+gH8SaEp7uc96nL+ZMVfHBHaYODYD3B+oTlGlbAxQk7pu2BFX4/+sKIYEIELiLA4g9jBIm4TpyGQY4IZPCi6/fjQpxDHuDiWyfmmcEov+ZFJAJ7EZBCiHN6PhGxySOwbsuoBdfjjevGfPQ0uI6l6fHvPPh4SSEPp+/RiRt05pXH2xDS9Hhn0IfrwX3D5XLbeb4IHMW+ch4if3w/ju+EdT0j2NUDC5w/zx953wI4uO97oEdspy1AIwpATOsyACZ+ykb6XlwE8uPHy440I49bv3uLfk9I3+It1hUder2yevwdK/9G2pDba6tdjtHg8dHrh8h7r4xeut73kxHmwT6PlcZVuApP1bAFevOLDF5/eW1hecJBl6gJz3KOCzhJgOqcvxSxkxvVMmnKSEkMTKvMOTjmrA2aUUQrS4oZI1KFrhLc+TTqpnOHXd2JuYmlaW4U5FohM6DcV2f+Vtlz7AGcLyW7GWdGwjVkCIYKoqWaI+ERCBRndbNxCxQD9jhUwEyQtKBIVX4ZgFIKUgKGERjGDIwZOJTFJ9miDXaGtXaYXxc0h9fRgbnSPaDJMe7Un2VVBzJYXslYn9Lo33v0HfzzqZW83o6UN8qjns/zcIiyNe8n+GWzj0UG3RzsYfmH5XWmM1I8y1sD1vVjOdDzb4E9LFMBa7p8zfJmpm/ePwHNt1yUOR0Idd90bjLJMibvJxxAA5o2ILeZx/OLWKW03iYutzOPDngwLY/jvmRtNs7vY5vj3Iwy7ku4v72O7EvMQVoHxgb6XKO4ESjXgHlXHe6LwBSmEuYkmGWPrAmTNLPGCSPOscd51RKz67VGmRlZmz7qI9XU0h3sO4A1LUCY33PTSwPGlIAvj3OH/VFbzMuaqymn35t1WLTOFAlFzAekiqDIgKwJpQimaUDOI5AHOqFSgJLWTvdZ9sz07YBWD+zqgWNRxtVA82bLfE9zOe8KHHs0oTdIeeLX8M2LXgTWemnjtU/swMUJEZ08vqi7oBbLQPiOfDLYwYtn5JHrE+Mi2BHbgQWDLX5YbZppRm2rHpDVa8sIvPUAIeAiX7HNeqBiz5w11h+4yL/zE4Xq2L7xHvdr5I/TeVw0pfTrXvsuQvsGvfiWTMPvFH7HTX/vDVvBWoDy/CysOg9x8ejxGgFdzhPfwLBQCVzktxcXAQ8WjmI6/vB9XiBjvRDSs6p2pAtc5D22W8zji26P11i/Xt39mv0s9D49cK5XB178Y38hpOndi6afx8qK8Vvt0xsPvTIuox/7n8vdquvWb+a1N+6vwlW4Co89+Cbb16Qo4/Pa62m2pGnWmnFaqzlL1+nqJKEVzZiTAJKQijm8d99cWoBBHPgyGAyiC/kBwISysJUgdYk3phUzdlV/rCmF88SVqvLDDgLFUDemB+xxgmnRH3N+H8Y1XMMBI8zbmZtomjg1rprNNDhm7HFAloRRMkadIapIIzAWhQ4ZWiyXJiDtCoZq9lj2gOyA5NpiGbb5P0PTtpnRTt07oMk1DrCxtpTCtGx4XYwvY0B0+T4DYux7rnc4A2v0AxdlyYRt+cqBNh878cW10xlxka6DKVsv9BDSs1zLaxabb7L8GK89lE4cg0gsN3m6eCpsoW+uK6gNuP6+d/D+cf9bE8VJoMEyP2vrcTr2CeZ8XCYr7tHAN5ev3ayW6z5g3SbMG/cHn1oa259NLl1TzOu6o4+bYQ6AJkCrg34ZAd0BeQeUYUAezJ9YTgOyJNMaGwacp1NMWk0SdcBBTupMMlZzxxFTNXFsGlwDgWYGqjkw5p9zjNAKgDlQxmaP0dE+a5qxQ/7SSb/4KtMB2X2NQeyeCuYyopQBWasPsmLO+JcTKRdH+9LGB5tS8nzgGmPHADHWTPXPTPmXMrAGyK7CTQtX4NijDbzZ4YmZhabeNQM+MU+k7/dZg+oYPx7YDC6Wz4HfXsTFhXmLvMQJO9JnICodSQ80AbTXVpEeg1uRZo/3KCCAvn3h7fWf34+8xLc6sZ97mnDAGiDq9bfn7dWJy4pv+CIfzHPkQbFuE+AiL9Fksxe2NAF7NCIPW4CE81FwUfDgEAXGXltw2q3y4iLDZi5c9hYoEeN5oxN54npx/6w2RyFfpM/5I3/Rwa5/ol8RztejF+nGtottcgxcu4y2h95bMo6LvF+WPpajHVpb6Xv8bPERPx6fO+linmNAaOQlth86v5+M8DR/o3gVngYhrhN+7ZtOoK2nPN+NIQ/CfTZhW+QCAVQvWguoACLQCchVIwxiGzWFQFOBJF8AzMRRNWEnEwZCQUrdGu6rHVhemBmqVlghcazZnAlGzMgwo8lSqQ1I2EEhOF3ZjRqUd4aEE5xBanrzNyaYcIKCEeZ1SGuzJGQZsJMJihlFBoiY3seoGWMR7PIMpAGlAINanTHbvnQ4AeSgEPcTprDN/1ntB35x41pGQAM5XEb2dC7bsPsIYA1uJDTTuxLScRpF09TxtZKd9DtPLKsLpekdAhBfXvpawmCYtwGvXdHBP8sH/HKbwbZoGgn69nJYJo1uFHyv4L/nQMPzxfUe1G5ejmts8YvcXvtHed771tO4bzAGGJ1v1sDzMjyNl73D2rzN6+faQbzH4xfwLKcUrPsr0mdNPPZLx33tZQxEizUaoxIB076VaAyAnprppI4KEUD3QB5tRpiHhHkYMA0jZhmW0yhn2ZtJZQC4THPsdNHmmgJoNVXn/Kwp5r/PcIoJ+zrXCM4XE0n2QzagmU2adhibUeqqrGZi6XkXnrSZWBYkTGVXne/byZQlJ+S5mk66o/1lPGgDxJZvtGec5wYGtbaAsShzTiEujp2bGZ7mct4VOPZYQgQQeEKPwEjcFEetrhg4fqb0TNd5iEAELzYMVkTwhnmOwEnBRboez0JALzAwxqDAFqAV39JsaXTF+kV6sS253YF+O21pfEW1Z+7b2BcS7jGAGCc15lNDXl4oI9glgQ7z5tdxnPEYiWXHdoj9EvvYy2ZgzPuXy+FNAI+7rcm9bKTh39znoPsc4vPF4yC+LSzhHqeJfPXe4LJwyfd6YEcvv4doTinhumD9bERQJr71Zd4jPzyXRDqxXY+BW04/8s5ll5A21rvXRlFQYBDpWN232jmCrPEtXRxTPTA10o7xPZ56bRLTRRCtV7/YZr3Az9vNDFnMrOCx0rgKV+GpGnpzS5xPeR31DarionZHfCF6JmstDw8ZcI/7WgAMqT7jCXkaAa27cqKVJTXeBFAViPACZadKAsABe+xxqNtKQGEnRSr22GOCnUDpE6GZHQ0wvTLFNQjOqw6I6XydATjBoeaQmj5B4OdkJvi5m4bRGB+P4BQFwB52Kpw3lUJQ5Br2OkFTQkkJeRiQywH7LNBSUBKgs0AygKTArmDYKcQ1yCIgcQAwWbOKF1SwNqVTXPQLxC8BHVRxWdF9gbGmk4Me3KdxTefAshWPJS7D7znIwU7fWaMqypkMlDEQw8EBs94+gH1ybcnXPLY9D5efAg33j+VpGIyKPs2i7HGK1m+8jscyoizkYBbvZRgwAtZAKJtAutYVg3qCvnml+8HryaTMn/9mk182U+W+8vHEZTsdl63ZtDJcq8IssHdE132Q1etyCuTBNMLKLkGTAqOgDPbsnQ8j5tQAsFkHTDLCfYC52eNctcEOFfhycIp9h2UIzqovshkjmh+wgU63bOaSUz2xkn2FTXATSuPngN0CnrVTLIclbwPm7JTKSUdkHRefYq75VnIDxfx0yjKNVVtMqiklDAxTgc4C5LQGwPyghmPAmKeLgJdP1xPF9V7U3mxw7Gku512BY48lxI1n7140DYxARwQjOJ2G9J6GBa4orPHEH/lhejEP34/ASwROeukR7sf6gtLHAwXiohvrGXlgYaDnH4zrHNsjluN8chnxdwS3YrlMK9YHuGiiqeE78hWBOebFQ2xbUJ44JnpgY6+9uG+cRjRhjUAICypxIo9gK/PE9OK41I30PYeUkX8+apv7LwpcPWEqAheeP5pL8maJx/AWwBG/Y/ncZizoxXbogTlMO3VoRaCFHcJy2VHA7oE7Xm5PQ6r32Wp3hPs9QaDHOwsOl+WJ7dSrR+S/1y69+1tCyzG+udwejzHdVrjs/lW4ClfhsQfWKonyjf9mDTCezxks6a3dPMf75rXGaRJIGoBUANF6aqUCs9RlaK7yhAAiyKJ+kOUSZh0rQHZxssj17Z0VJxgwAJhrVQ2sMnFlwLA0gjF7gGJfd3AJBVo3obt6Ph3gm07BhD1OqwGVmWMCrjFmnAkKDtjjAPdcNiNhxABIgmKyNCKAzMAIjFkxSIIMAplhbaQJGBXDebG4odZa628FNNcucOfYEyCsoaNYAyke4u6I1ys344y+cF2GcIU+D1GWjC+6o5zqXRd9f0VZk8sY6X4sL5bl91gTMvqR9TQOvPB6HjW/PD2bb7Ls7i+Nt06h5HWUgavaj0s/8Z7HQU7nnfM4/ahVF3nj+FO6ZtAivrxnM1oG+3oyOQc+UdIVHgqaNhrPF3EPx3UYiA6l1x2APaAjoDWNVHwd2ehL9Y1X9kAeDRjLKUF3Ak2KUq9zGnGQ3QoIO5c9cjWa5pMhDfTaV8DLnnjXKvNTJc9xutx30Ov8AoCWFu2ujIumkhN2VRvNQbIGjmUI2ISTDwlYTDN1RFFztF/UfI2ZOWUygCyL/Z5GaE4Ghjkw5s73o7ZY9CvW0xRjM0keN3E+KeFevL6S/W5quALHHk2Ii9JlgzaqaXvgNxpMZ0sjizeyEWjp0eVNL9CfdLfKiABZ5JF5KVgvuhHU8U/upOf6oJPWF9VYb67/lup3DDGdoNn/9zSveCMf6cc24jZmYGirPWO9uT04D/MV+zq2QwSkjvUfhxTuuTAU6850gTbOHCxkGl6H6Ph/K0QwIfLPAovf6/2Oiw/XoQdacBk9MIf7IwpxkU4Uqpi3CIZwvTyOeWbBM9Yz1s0DC1yxLr1FVsO9WB++dh55ge/RiEInOulj3Xrt06N/PZ8IuEU+ejRZwI9pYx/E9or9sFWnrTbz60fzVvCydeeJCo/HyUk3+eSlq3AVbijwHAu09difOdfAddBA6H5v3mY6Tn+ho4AIVAdgKMBYCysKSJ2YVG1ZEUsLabtyGfQC/RkFSUw3rCzaWVo3l3Ze5IgZUtWtMlV2WtRjvBpStcoEQhXjOPMxZppjWhvjADs5c0BGrnd2i6ZZQqlaJAMKDtVXmW2fR9xSyxUMyCmh6IRp2CENBbsyYZQCSYKSgZIB3QtSUjvNc4Ap4JX2EQVkNDwNCugE4JHajK4JxmsGmz5FGcv727XEWK7mdcTnSZZhgbZGs1VH1CJyGYyBsaih7zw7wNWTcThPD+wbQhqP928Geb1MkmW1lidAM/Or5Wux+4n3Bj60tA57bhcGmoCL4FgEBz1P1MxUrEEyfo5ZAcGf4WjpAaxfsvJYYOCOx4vvLRjgc00gB1GdnqBp0nmIpruUVqW2E79kp/I0wU6a9HGfYACZ1Kki1W8BdADKKMj1o4OdQlkGqeaTBiDNMuAgBj5pBbvM9NHBsoSpanwZwJWqwfSAR3BStcjMrPFQQbAZaeUfzOciB8ccGDPNr3bCpZtFNv9hDoK5s34/wXKs3ZJWn4wBk1q5RWu8immNuSllEZQyYGZzSgfGWIPMtamKtvsMgEVQzOeAKIODrr3vo6llBMeitcoTHZ7mct4VOPZoQ9xAXk+6HngRN8P8zcJYpOUT+fWAXRxi/st4ZuEgAksxDwsGWwAZ0B52Bn+O0dKQdgsg6/VJvOY3XhEIi29joh8pphfBqtg2iot93xsvvQXf24AXWq57LK/gYvm9PtvimzfpnmfCui2Aiya6LPwXimOhgXnjRT8CahF0YIGz1xdcTurER3CkJziC7kc+etfOS7wfgbGYLwrWvb4G1qaKPb5YQOV4phPr3XsbxYEX3a35gIXlrTaK9GNfcfotX2VxDHC+rbbdAtn4E/s+/j4Govboxc1vrx5b/G7V+UbDo8nzeIWnudB0FZ4GgR0gs5zVk31Ye4hlCWCtRRaBiGWukOojS4AyQIsaSLbINm0hyWmAqiAVQUqCQRVQhQRZSsSgKwBop1U6q6ZGYvpfc8VgGBwD3GeZTWWp0miLxXrzaanGqhJjrv6lln5e7xqENmKPHSac4ByKGaZ9VmBAmHvNF5xBkXGoW+EBqsBObFtchoQpTdgN2ZppFpRUkEaF5IykBSkDWoCiavhiASTDQLFigIFWucUPANW5NrmimcrB0l5YEzhE+cPvjzDNv6GWEdcjluF5bHjgsTbi4rizjtjeA/BLX6fn9Uu4CFwBBrTEckrndwVtMFTghl9m07qmDgSyPFqBGySgzDCAsifL7QNvsLTC/ZCAsqN4bi/mufPySXc1ea9dXZPQf/fkLAYna9mLOaMYfWhtn97eiWWPk8591L4Sa0cBlVWBU/Xfu9rWVYNMk32KACmJuSpMQBlG6CDQlDCPgjIo8iCYkgNhCVkSJh0xyX4Bps5wumh5zdUU0jW4XFvsrJpVurmja30d4BpnafmeKmjG6dwpP/sVM99iBpwVAsam+mHtMTvko+Xl0y2LpgufOQ+YZzKpzMlOpaxgmPWvVEAsAVONZzCMZd8cfq98ldFv3UgT9wgsU7PJ780KT3M57woceywhLpLHACcPvFAwEBAnX14444IaN3BbQBQvFgxw8NuJrfroRrpYP37bEwGcHv1YB34ThfDN9WbAMII2Dp70NMh6m3C/H2l4OVFA6IFMwEWTT+arV48oWAvROKZZpliXFfno8RrfBrLgweOtdNLy2zGnVcI9dmIbx11PmOI6xrLZhwMHHxu8SYlamDyGgPUC0gM5YjksoPBzxQBH5DmOrd4Yi8BHBGF6PERegYsLJ+eJ8wbzG/NyGfHNFZfZe25mXKwr89d7S3u9dYxl9tqNBQUcSe8f3tj2eI7tsVU34CLPPTCR+6LXpsfaLoZHs6ZchatwFR7f4D5kegBDbw0BLq6j/Nt9Yrm2UdQoWq09ApTBdvxjjSwKJDVQgaR2zSOywk5urKCZiCAXAYZ6yiMSfDE3EArQ+hv1t59X6Uv6ATskpGV7WapxZEKuwFdaPlI1Rk5wqKw1TTNAF30PrY2nldIJzrBDQkGGO9je1e32hAF77OBn3E0p4UQniBjng5zgkDL25YCdVnCtKHQnEGTsp2zmlMn8k6WsKAVIAyDZmjNfE0hWA2cyIHMFWNw0Uypwc6jx3jhuQjdhrVXlocBAC5JHVdE02Nglh8s37NNs1+gswGoEVT1JqsNH20eBtf+zIDeVWr5qrV+tlxLIy0vsXFEZAQyk0YKk9Xe0OiCtuDJUcanA0rMz+cq37oFS26UMdjKgqD0CqZazetzE2tFlDgeApPKQWBZh6wf38+U0xNpuYLCN21ex9i3H2n58H3Rd27JIaxeFxQvvX7gsp8fzgvOYgLIntmo/LmaTA6CDAElNIzK1eyUBmgQl1WE0CvJoWmGiBo5No2AaGQQzEFwVOEsnyNU0cl5OhHSwa1yAslKvz0lTbK7O8HMFwNxE0jTDEmbsq8P9i+BYqaaY7lzfeWJfY80Ec78Cwtp3y5cxYC4DpnmEioFiWhJyScjzaA2Vh4ocJugk9SWFA2RioNhiVkmfLRPK6DssAl7+PM4h/hj9KNNehSc8XIFjNxx4txNvbaFCGyR6IFYMrK3T2yj1wK4tegwAAesVECEOlC6qjPM9Tq+dtD1ASEN8Ly1/c7wvMtGPl9PtvfliWgx+9fLx4hgXMm+LKChHUCgCXT0AyQPTin7MYp/38jt9p7XV3gjfvX7bAhFiv3AfFlw8wZMDjy0GQj3/FNLH/D1wwhcXCfe5LrF8FhA5Pj4D3P8MgnB85I/TxDhe+HrtHuvV++CS3zz2erR79Blsiv0e6xfzohPH8T2avfheeyoutl8+kj6Ch710vbbaAiNjWr7X87XGvy+rY2yL6wl64Ucnwda9Jyg8zd8oXoWnQeD50WWG6rdntWa4POLAF9/nzW/cdMdTLS+sm2obepVW/gBgMs9dWgGcUtQQHwiGVOwESxTooDhHguKAUWair8irBVtRIBCcQmFnUzqwta/qCuYfzJzzT6ujD72aZlp5QMKMGQUHDNWccsaAPQ7Y1R2jA3Ol5smkT2I6Z2dISEi1IUfkqimyxywH7DFVsM7iD2mHk90BQ8rQZN7UkhYcdhn7fEASQFSRckEquoCeJRkQgzk14EIKhsnAsuUdmAJ6CyCPWJvL2LoMGYuWEEAgS9W61wQDxLyLx5pvohZ0EERgPtNOsGiZuckiO/kXYBmbZQSKSBPRquktBJAxBbm5NAtdp1WHVimAnGC1NrrVbh7Nj9wCWg0wf3ZZV/S9XCSBqhpAKK0dC+yeAJCs66VQa7FDLSfXthOBakHy9It2nVVCJm3lK5WjqJppjsABOFFg9vSylJ9hwJL4s43WPlCYNmHC4tevZNjhDzsYIEVyhAoMAFRUX4HULi77Di1tZaC2KdWjHiCBk0oLbQooI1DGYZF/NQEyKlSKgb6nMFPJJCgpoYigKDCNewOHxEAjKcDZsEcWe87aiY4JBzmB+xYzsIpPnkzVf1jzHeb3HdByQO0ce/Ip5sBaA8TmarLJp1lO2C/XDqJbmXuwH7JDNeX0kyrZDLM520+YdIdD3qOUAVoqMO9O9+cRKDYPaBZoqdphbj5ZxIAyB7tcFt0CsqZwP8qlHh/9lDFtNs/kvO7s/2aGp7mcdwWO3XCIu/G42+2gUsf2LoqLpoUR0Ij+nLZYim8ht4CVLSCpl55nZhcQEdJwXXrgUy99vBdNB7f4BqXpNf3WGxr+ZtoMLEb6nI7p94BI5ie2EdB8SvR4iGX4b/a1wGMkjpdC+QrWvHv+XhlcB66z0+e6RtCgM8xX9WFggMdZFSwWvl3jD7jowJXL9d8RgIgh0twCKnq0YzncR7xZ8jim1wNb+DryHdupp50VeSshTnFxwdyqpy++Pd6wkadX3mX13eLneoEjrmcPmIv5vR+iGdQxsLAHFMY0kXfOs5XWee4Bqcfqe2nYGqhM+CYG16p5rDSuwlV4qgY2m/G1yOWfgov+oIC1DyPgoqzFtP2xdQmc540CIFUUI9Vne3nEkwEHTkIAwYCSJwMvCpCSMaoYMIttKIeUsZMqSlQUxwCqtJhQCsyPmIUd3IG+m2UaDGbgmFVpwA4HDEgwA02pSlU+YToIYb6JTnAOO8XSfJNZKTMSMgrKwhTXqgUAAGtVSURBVImfXWdNMVewTBfTqh0mzBjhWnBT2iMlxVjsYADRAknmP2mnM5JWHbekQFKMw2yaTGo+l7Q4AJKgJwXpYKaYJcHua4KeJqSUkabaUdS3Utr8qwDKCTBmEpPU6LNmmM4VnNoDZbDzPSGCJHnRYNORZ3ZxXMd4KwoRMUDG2znV+sDArcW8TwBIgqAgzY1PAaDJfE1J0qq7Vz9ZDVgR0w4sFemSUSEyQMu8aHW56RsESFCoCIooBi0oChuvmiAQiCryYEa+Cdm0/QDkoZauCZqBNGgd4wklZ8ggFRMzDjMS0qgY82zt4W0t1p4KgagsD4qqAKcKqEBmXdpgAIxHVaRk7QklMa0eiiHF6lGSOXNPUAyqkFmRppqecGOtfeigVxagDJ33tknaOFJAkyIPA7QkpMF0n3zOydVfmEoduwrI4KaxCQcR6DBY+yc7zCKLmB8xqSaKknAuJ8jDuABiWp/UgoRznCx+wewpZrNIwSM4QV40tpommWuNuRmln0BZKvTdnOs380oH3uYF6BoXJ/8OdClS9TXWQDY+DMBeBdhEnHVAkcFOpSwDsg50GqU53NdSzTTnAcgVMCvVnHJOFRhD20dkYFG/43mb7zvQNdO9+HEZPzrv13Ad83D8k2FW+TSW867AsccceGOyhRh0AiftAS78XSg9Ax/R5NFV9VkoOwZiFPrd+3YeeLMXAbYIyjCAFEGnY9+RPvPZi3OBk+9FATQKqSVcRzAtOv6Pv4GLdQXl53pE4DEHGgi/t+oI4ptpHtsPS/j0xkEED3nzzv3GY7PJvBd5EUqDcM/7wnn2tyB8hLcvBp6P/TlwHJfj173jzPkI7x620MMUIlASwYzes7QFnET6EWji+B5P3I66kTbi9Ew/fhjc6wE0kactYMzTbfkN64FSEYzq8RDbK3fSx75hXo/1W4/PrbT8vQXMxXbvpe/de0xh64G/gTXnKlyFq3B9wTc9fDKdz0G+HkYtsR44zy+2PN7zxFMto9wEMW0X1E1+zahzMq0cBSQJzO3+CBnmqnWkUCQkURRJEDGTwgMM0CopYZCMnRjcZKwOKMgLnNVMLqdFNwN1y1qgVdS0DfUeB0h1rG9mlmZKqRUsU5RqUjXgBCP2mDBiXma0oW7NgVS1Sc6xw4QRbga6gxtjHnCybJFPKm9+KMAsg4GDAttaS0HGiLHMGCqCopKQhoxRZgwlAwrkIuavDAY04hbjTLICOaHMCTImlASknTbfVrVPJUsTS5Kg6ICsilHzovWke+OL1/Mituk2n0oCGYAiirQrFeix+hddi4d5MM/rqWQDm6Sayo5ifqdgwEmqfJakVY4agKwYiuWBmjmsSgLGgkHNM5yqgVWDMdf4gCBJqczsDJypp/+pJmiyOkMAFbVHSBJGKKBpMfnMOkBUIFIgUqCpwnvFallGP/ihmBg47mwsSanabvVkwgTkXYIgQwUYSsE8mnAqCohruy1yfO27PUxLD6YAhyTIYmbDQylrUbhiVyhmolyq5lEpAFAge0UWQHS9wJcCyGTgWB5MqwkC029a+h/rPUpR6JBQdEApAknmV1DHAhUBRK2vABQVlCwYk2JOBoBl3VkfpQwVO4lylrECYAYimWbY6XLt5o4GgBlo5QBkM2k0YOoMexywh5tTN7BqvzjTP8cJDlWLrJk8Nsf8zefYWJ307yhdo8knTR6Cg/414JaQtQJmZYes5pOxSPUzVlIFxuy35npSZTWl1GzPAUoy08lcBwVrjkXzRp/H2dk+g1lxT+Bpe2aSvj+KPsyY1kz3r8JNC1fg2A2H3q4aeMyblAi4MMnePWclXjvo4Pl5QWZtHMVFmtrJF0G8LeCFtb4E7WHumRRGOixsAGsBMYIoDLp4nSJgxO3G9yMQxfUjW/9VPWKb92i4P4KtYdGjyW3WS98DtRwMYpCIhfIBF8uKdLmOPB4YnGJfY4L1ZA1KA6z7iusS+yn6KPP6+FjojQngYr+zhpXf5w0LL0gMdsRxwvd7wEUPgIn9wgBczNcDXbbSRBAv3ufnhvP0aCPc40X2Mh6P8R357QFBXrZQui36/KzGPjtWLvMV47biOfC9SB/ot53z2Uvfy8ff/Hw+ptDr6Ou59wSEx0NQuxL0rsJTOTg4xus0yyn+yG0dBOT3o4Qd17gCQ61mmAPyaG4Jgamt1N/12/wsCTAokhqgUVQhgwkjUlVWMor5bxJBkgRNxYAMZCiSudKWjAGCuWprDXB/ZFrBJzYZsEm6AVqom1cs+h8ZghMc6rLf/JalakblJ1hO2OEUj2CPCRmuxzbDtEV2VYtNMGLGCc4XPZSC5ojb8pomT5IBcxrrlrkZZe1xjp0WzDJgUDO7nNMIGTNyEkASBs0YK9hkppACJGBIVp4kmHZVGsyxVbWLc+BkmAAVQZYRmpNpRKUEkWxglgCjlgWsUUlmNghAip30KUmRxECUIloBkQpXFkFSIEuyU02LAPuhAkMF8zgiVfBIYYiOqhg456icAhDFAWJli5iWWhKgWuo5UKDqbpYUEDHwR0xrzDV1oGaSuJirjWZaiyRIWlDqQJ/9gRED0qQAkgGRBEgx/sTHW4aqVBNbexhSfU5yUogUA5WqLaIiQ9NoJWkFFRdEyxpbB9NYs/5SFAVQEnbzjIIRWswPFwaDKZMqSrK2EqonKghYtIKaAphGHpZnBVDkZMCSqCLNBYoBWRMkGZA2lgwkII/Gqz/a1vEO5AwQFGCXUIZUS7CDN0pyB/qCoRRIBcqKDChpgEKRpOA87TCJAUuubedO9x3snDGuHOY3jbCEM5zC4FIgr3yPSZ0JBjyC02oKOVaQzfU+B5Raph210UwmG1DGwJj7EluDY+7wv4FnY9UgtetJK+Cm9SRMTRU4rHXWAblqhpnD/QE5CzSbY7Yyp/a8n0uVbcXePMQTKR3UYr9iUR7m376GXI9vsWiOyfcYgLuZ4Wku512BYzccohR0LPAOaeNWjOuZwMVNcgQQ4mZzC1zhDf6W6aMHT+OCIQM5nD/yyvljfA8Y6t1jYC2CHz2gYEtDLdaZy2XwzYPHM71Yb+aB40onzn9zPVlji/vgGJDHtLx9eppbkf8IMnD5gjUvnM4/PDtIuMfxzFsEqbjchObk2NP4m3PWRFq7RNkGNNjchQEsX5i4n6K/sfiWPz4HceGLgWlw2X6PacS4LXCmB8DEeSICSPHb03DaHnAby2C6sR04PfdTbMPeeNtqi2PAWUy/lSb26WV9tpWu1zZOv9cHvbrEvFv3j4Y4sDnwhN/LdxPD09wXxVV4GgR+a89O+fnR9DHM2JHPkfzCzP0ZxRMJ4wuXidKuJPPU6CVZ6GoCkBV5UGAQ6AgMWgw3QN1MywBN7kC/mJbPUqSYholm7GRCWgr17f5YQa+ZpkzXIuPZyvXNfItrG/ARB4wo0LpFHipth94ygDNcQ0GqW3M7GgAwR9oCwYgJbr5lANmAXLfUZlp1hpN6qqWZJg4Yqs5ZdS+OQ9pX4EKwKxPGMhvIMwwQsZaBwIy8cl6cqYsA07CDiNVZJCEPphfnftYAQAbFNJgvtwSYVlIFQ8qwq/0sOAhMs0pRwak2ZLQoBihUFIc0VuCo3hfry4wBWUaMc4EUAVJBHsxkTiu4NMAdoQFFBEhq5o91iTCT3AaOYWdASkl7QIChmjkWCPIwmHab04MBsQMKkpY6HhVlGJGTgWKmx2iaa4NWk0cRFBkNjqmgnYyKMWcIMnSwhyuLgSOQClYAgCqGkjFIQRLT3spJkIpCRJFxAlOqUvtAmzN8waJV56bEqjZKZVQchhPTHvRTSkcgy64a+9l48YMYNFX6CgNfRCBpWA5BsCFUzM8XUm1vNd9ksz13SIqySzhXA35F1odi2PNq5rJZBSWN0DEtfHudprRDETOHLMNQD0iwJ3NKO0zJ2tpMYocFHHNNMCvPtMjO6ymU7Kvr4mmUBoWvgSrTKJsWYM00xzz9WvNrBDvfLzDNsbLizYA0zu8mm37ipM8uE0bMao77i1agzEExP40SCaUI5jIg5wTNw3Ia5TzZtaG/Np9qTtURP5rmWNbl/gJSsYkjy5kcp1iDYqwVBsrHdCNg1qP5ZJhVPo3lvCtw7IaDj9iIVHHY2m1dB7DW00SJIIiT2gKYXDgDxfP9HlATWe4BPJyWyx1CXASVeuBVoXTxngdvZg3puQ4OKkUzxkgzglC9LonlJKz7o/fN4Bd/xzh0rnkDvQi/l/Af6cSxwe3h8byZX5ltUF154o5tq/S9BQL2eI7xx4ALnvi3gBaEOKflR20z6OFpuO16QEavTgyoRbAm0ukBPr1npQee8f1evl7ay0Ao5oF5vKzMXvvF9LwBBNaLeK/uMT8o/VZf9Pjhsd1rK08f+ejNaZxui+dYduSL647Ova16Hw29Tt0CxLYGy1W4ClfhcQm+afHgayBf85rKazKvpz5nsj8yltE8Pb9gYfMaATBKRwNNgIGFiQRNI/JsmmGitiGX6vhIUaqvIsA34aWg+iwT00iCQJMuG2TzApTgJpcN+Bou6JmMFdYyU0ozqTS9mwmKtGiBARmCEcm4wFypjHWrLSiLJljzO9ZKd4f8/jEn3o/gBFMFp8pyOqZBAQUqu+qdSDENe6RU9VpE4cZaAHBIO4xabeGgFaQBMCj2+Qwlmdd6QTYtsDoQzJcTTFtPAIwKzWq+35T6K8HO8xStGkPNZxgADPmAnK5BoBhLRrWQhJ/W5yZ1017QbC3r5h5N28/bP9fTA0QKBjVzPnOPJgvdkhJMQ8rqksTApfNhX6k1Qa6ZBta2kwJzENZODNCaR8U0ChNmaBoXSgJdfKHNMqIeKdp8YqH6RvOGE2AeDDQ8xcHMQSFmCplgJ7Rqbl2mRj+LmUr6gzmomQxnDBXrs3TTuKvPkbWlqGLGDknNA5ZUHjLEAEAAQ86Yx11lTytApvVAhNROAFWtJ0oqVAskDUsjHbyt66RRYFqBRQY7pTMXnO/M/JHliwKg1H7V2ttFEspozxJkgFN1UMt1KOf6DJX6PD6MU2Q68dG1sUwT1Mwrp+WESIfEzWn/XA2fcwWv3KwyU3p/Zv30SgbfHFTjkyajbzGLs2sH9zIEZ8VO0jQQzMyYFQmzmlaqa/e5WWWed9DcNMfshErBchqlvwRZAK8aN9XnrMhFf2BRy8u/o1P9rTyIZW6kY62zT2EtrE/FcAWO3XDgHRWrwGztfHvhEpCMBa8IqGylYUDDN5Kcn9PxJrEHKgHNlJE3plGrze+5oBffivLvnsaU10MonvmOdXM++FRHFiIjcNYDl5xfL2+rrGg22AN9vPweOMfAWuQtglzcDhGoSeH+sbbxEMHRSH/AxcBlc7uw6SOXeWwI89jwGYY3AMDFMcFADr+RPxZ4QfLyJNxnXuJjGoGPXl4c+Y5xvCHiMrl+vfL9Po/lWIZect9p9BbQLdCpx3+vPnFh5npGAC6O5x7/HuL8EqfLEtL1QDsPDNyxwBKD14X53AIDY9/F+MhDvHddYYtgnBz4/vWgx09geJq/UbwKT4PAb/T3aOumP65x7WI5gA/e8cBrldPacoPAaUdp1/4SKMpPA2wDJ2IaZGrOyLUMhslpRhrsgSsCpGQbwyS2aU9SoJpxBkXWwYAqmZbtcIUAYGBXdb6OadnWKqXZY6osCtwka6hwVzvB0qCxhLECU2YudajCwi04R4KZfWqFNFItp9Q8/Dlgh7N6fp5xMeMUh9pEpp9S4C7GTZtuh7mmTVQ7xZyGapLawByF4nw8QXItMwBJZ4xqOmymAlbqGQrVofqQkLRgKBkCqYCQgTwGSAm1WwWthlOIGDB0kAq0GPIFKPk1g4FaA6pG0sItoCKYYVpDQoPwIK2OgAEx7ahNAyoN/JJlbLuekedyc0oHr7KYA3RBbkAS8QIBDthhoPXJyy8QzLIDRDBggjuEX8CsOvas/YGcBpzracX1qoYcYO0oZio7oNjpnZIWs2IPsxSYk7TUTCzVQGIVVNi31JFpbJzLCPeh5/QKBJrMzNSxUAcXRYuZXyZ70FQAFcU0GJBmAGVpvVD9iCUoJtmZqa23tVTdRMEyVuyQgULPhSy/XaPKWs96zp3omxifMGGPsoBOQ/19UbMs13g/ibJUKNzMJnd1ZBhINmFv7Vu1zdg80p5EB8YErol2XvmYiQcD5U7gAOkaYKt+ynSHWccKgpkpZYFpjGUk5FKBMTejLAPmcwPGtKQFFNNZmpaYoZJrUMvNJjMaeOZzMANgMX4L7Opphh0DxThNNN+8meFpLuddgWM3HOKu6RhScD2blusAyiR8R/JbwEUP+IogTQTPPJRwvbXRdHoRoIi8MoDE8TOljyBMr04+cWwBVm66sAWscNlMhzfzTLMHcMUyewAL18vbh4Vnp83l9rTGIt0tTbvYj9yWXOctkIhpx7yxz5xOb+g6PW4/NidhQIWB3OiM0tMe68ctMEU69/2e9yEDdVvjn+8hXEfgxOPidfz0xnKsN6e9HhDHacWyOJ2EdD06sXzul60yY3yv3bYW9q1y4iZxq149no61Qe/+Vp9t9WMvxDFxadhizL+30NEtZm6y1PQ0F5quwtMg8Lx8QHPMn8KHXwAtG2Os/b4CNr95HG+WnK7LF06H5Q1+5HdobggAVFUw20AnAVQgFSDTVE8IhJ3IViRDxmI+ypKYr7HUSABA1rxsTg0k46VD4A7wAVTjRd8GA1o3wa65JbCzJv1cuYJcP6ahcoLJzMsACDIUu9p8CddwViEtAwAcVDNPVE1rzaGACftFl8UMJE8XXRgzx/TDBMxH1AEZ46KF5pCEAT6j6eDAW0WraZ4sZQKQEwM3tFSNNwNa7GRA8xdlLsMUg87VGb8iJ9OScpBtWW6kdbaZefopfF6umeEVpKoRpkiaDeBEBUbhoNMANyu1Mgzw0Orjqxm2uk85QPmNKQFzrtmkNTWoXcoy8EccsMNY1SMdlJsxoIgsEIjndYfqPuAn7JAw0QOgmJdR1kAzkfUCm6qQXSqoJ+JjU+AagWzwK2IHBjTcrEGvKgMmVYwyLTUsGJZ2bWVVAU4cgqJHVARDykjF+i8DmIdd9QNn7WdjTpc+n2VfAb+yKtf8xOlC254QqWOnLLw4F+ZbbFjqZFpf5iBfVyM81adupJHfnoJpcchvc4CbOc4Y8AiuIWNXeZWVBpmla1pflkeWOOtzVAi7gWJ+PVWfZg6UefkTRky6x4xx0QiblUwyVczfmDvjn2HO9tVO/CxT9c9XpJ5MWYGxlUaWrgGyc2wDYUpxvj7EEyj5XqQR722dcKlowJhf32yZ6Wku512BYzcc4kbl0dLYQj8eAzsR9IraOVycBz7hMt7jjfwWewweMTjRSx8Bp1j1yH+PVu9eBNWicHnMdDN2BadlIClexzIjnV5deBKMtCMvPTAjgmdMowessWIj52EhntP3hqKbiGyNjd7jENu8wBYc7hNQ3rMOTdR8Ey62I4+1WOeIIXAc0Ex1e2m8/yNQdb15t8BC5tU3NYKLZjtc70gjltcbUz2+jgGG3F+ejv1s8cIcMRvFReAs8h6BJk7rZTL/kdYWJrSVLta7xxs/ez16vTK5TlvzWmyfbthifGvgxN+xU+KgvwpX4So8LoHnCr+OgR87PrnSH1HfEDUcoN3nR5nzMvDGc0qcq5ayBChq6Scz49MCc0I+AAr31SQQsZP9MJjpZU4ZO0wYpC2udqJg00oxq6KEURyQMh2bGQknkEWZLVeNrgEzFDMyXGNrQEaGYoLrdRnIZiZUJzirZe1qtc13WMGIE5xjrALAXCG4hIIdDmFb7z7IBuwWwMthk7E6/j9D09UyuGfCDiMOi9FWrtshB9pa0zftMiw1kKUfjM5koFUFU5ZTP0Wgo2Kn0+Kw37rZIAB2Wt7EGz8EoXWx94rylk20mRRWrqZqSuiwioOOLRQqB8jOJ8GBZAAJh2Bco0cXClL7wHNZO0x1RDSAEQtkNqMdluBwo+fO2GOtD9XKBdy/W9PcMx9YTTvOYl1HLcHVLBPmChoZjYMU7DQvuQoEKkPrS91hcTQovDJHf3yovWF8OqADUezSbCBl2i2+znwsHGSPoViLODC23IfWfmAdP60iqbWfwqHNAtf28hMkW7+XxR9YWbUmqo7fDs1Bv/epO8A30MzbfsaI83pKZfNNNlRuzXT2gJOFhgNjZu7cQCz/PpCZpIFxQy3jBK6h1k6hHHHQXW1lMpXUdmjAXAbTGCuD+RyrYJiqaYtpSbBTKVFBsmTmkhk2b2qNd01hBsZ4ju5pfPU0yOJ910DrydMT1ooCvU/McxVuWrgCx2448E4UuIhMHAu9jVAPGdnIdqP7Id/AMrAQASze0PWAC4R0kd0o9G1UYXnAeyYHERDqAVqR5628Xg8uE2hAEfsD6YFZirVgGje+W13dA6KimWfkOQJxXO9eWx5r3wge+eTLvHDZXn6vfYEGoG1t+uO4iuGY5hprb/UEfoT4HngRxyq3GwNQzkvM36PZ3XwEGnFcRF459PLGT49OvO/3thSEonYVp9/KF+sfwaS4mMd6xHKBNcimnfTxt9OIUyrf4zxRUIhzVax/zMc8I9yLgGuPXnwOeoBsN2w1QGzYyGyPmV5lb7LmWPTH9GhpXIWr8FQNl4FjcZ3orbFxngIurpcso43ACsfovQQCTJOtmm4hKZDS8lLHoQWMQKoqYVkGSCpAqsUL4OaMk+6gaYY7bSrV5EzVNuRZbNNaZIL7HHMPZDP2uIaHVu68DTaS+tvMKd1g7WTxP5Zq+lQ3/RPaiZYWb5t3geIW7DBjh3PsasxUbVIH0ltxKOEcu7rdbvoyplk2VG02B64cfriGggHXcLZosVkT7+Dmg9a1tV3qt8MwAgXEQAKIAxcGWwBYwIKHBdXHFBY6BhtazXlAKKSafdIwuiBnGSykYj6yDMwwyAqwvmuaZ2vAiYEhBzUdJnEwxVPNFfRJNJBLbT03b5TKtfFhtGfskSrMWVZ13ANwX291jFXhuZVqNDJSBdm8rR3KcX91AwRY9RubgHptE1h3CjiTapIgZTE89H41Qrvlp9PNlU/3ledlDRW8NQDVwsMCYLCrXdUU83YFgEPam4WnXORZVu0si15loQmmQHCO3dLGAEOG9mmO7BtMbIbQbnpp9KYKHlsf2ZzgJpoHnC5PSjshtvkImyGYqynk+tTJAeeVpse5X7JGw0bHAScVGPPzZSttrT7MtPaeSgPatDrm1wG5jEAxU8pSBKUM5lzfNcXmAciCMotphynIpFIaQBY1xnqAGJtcRjlXQ1rWDIvyP8f3XkZHUOzJ0hx7mst5V+DYDYe4m2KkI0pCnh64uKPeCh20IYIGPZb8OwI7Mc8xLC9qVfTAD66ON0UEyNApg83qoiAZ68RN7HljG7DQegyk8eDlMji3BY55nSLgFNsz8uRaR1tAG0K+Xjx/YvB2i4BE5LF3vzcmuJ7MPyguh/wx7zFcmMcG87i10Yh89wIvLl4+P45ch9i+EezhsRe1l2JbRR6Z7hb4tAXUxOte/eIz2wN1YvkRL9l64xTzbmltARed8HvdIyAXcZrL8CCuZ6QR6xLjem0Yf/faZIvG1pzaK+eyubgbPGPs9K3vY8z0OvUmg2NPc3X7q/A0CMfAMZZxfJ2Y0HyC+Trtj6pvphj4cjoa6CjayZYxnfMzo2mjaVqv4yXZxjwrSlFgB/OrNLiTfkCSLn7JkiTMKsBQ7XsyTMNMzGH4gNkgKRXs5QCHlly35AzXMCEv59TZOY6oW2IDJtxBPACMME9jbqKYKqigBGekBcY6qUDciAn7qovibsWbZstQARQr12ChHWmEObzjhmSotXDwxMw/94uuC+D6Nw0Act5yrdEe53CzRQPIdAH4GlhkmjMQ70KppoeogJDDFE2by7k9VAjCNX4UbirZ5n2FVk0tqcPR2rD5omrCoi79lhegy01M3QzPhlETgHIFU5qJovPouRzKaf4vBLwu7XDxLausONJqnCuhHUz0NI0iM0X0WGujAQuctdTLKSjVq/Hl9VZknC7j0bUd2T9brvxKhYx06a+0tJ8/kgfsAbgfNmt7ewqsLgec1PFZllbISPUkyVbmjBEz9hiqrzwGm2IfzdVw2UfbsIy51icTdmhws8BPk2SY0Hq1mVe61tZhOYHSwSorvYRTLV3rqwFm1mKmHbZO637I3HzSzTXdiT8//R5fdDATSjUoWutplBkWn8u4+BdTFeTZTqF0cAxZUKZkp1JOUuMUi8P9Aiyat+zfi0EpBrwWP2S4KDfH9HxaZRTbeiBaFPGi+SXLtDcrPM3lvCtw7IZDbzcVEQV00vRUd5hmDyWqcXakUD9bDCzQxXQSfsdP3AimjXTM8laZETTjKjGQ0QONejxz2gj4HNu0RvqRVuSrV6d4b0sLi8HFLToxH0KeCCjFsqNW1BaQxsF5Y3MNDz0wY8uhMH87z8fASV9IevUoaA6OI5DR6x++758c0km43wOZYl0R0l4GeMRn5Bh/HhfL7dGI97biEeLjAh3zbuXnvFu0Y99wfXrAlvcJsO6XrXK3FKa2+qFXV+nk6wGdvTbq9XkERHt9fNnztiSM18cyM0Nxoug1NDN3s6Wmq3AVPs2DzyG+dsaXBL6O8sFFCgKtsNaQdprRxxg/6tH8huUCoTwJwEMCnGDtYzUBSHXjB6kaEoJckp3IlwpkLFAoZChISex0yiRmkpQUY/WH5Zpfbl6mWjfcMi/AmBKDBj+Zc/yEHQYUnOBQNXOGukU+qfpm54uLbjNnNK2u5jPM9csUrn3WTqw04z031kLlg2EXM7kbajqHDEZMKNhVIz8HkOyewSHzonWWK6W0bNcbIGLC2YRxcervXVa38FWTyUzkHADxjb8BFMaxLAPKgaK1FpnUQceerZyiwkCSKNTLMhjXb6wdwPB0Dti0Fab6JYObUho41YKf3qjEj1Q+TivVstTdgSgDHc2DWHP8br3XIJXWDgnsk0xqW+8xYAKbR4606zax4xRlEShB2oReQwOs2Ok/t5lrnxXqY6+H96qHVJGN1lfNBBLLmGoQorV7hkPGNqJk0T4sEAI5HSzEAjYpldCAsabhd4CdJ+v9yCCYaxCeB9NLvtcc4KeqxeUaX26+6ACZfeYKcDnQ5WWZw/5TuKmw97VrpxlAtlt6mjXN2iECCZPuTTtMW5yZU5rp5FwEc9lVp/sJWgRlTsh5AObRwLEsBorlFPwZy0UH+VnMtcsxsOrA6ZleSH/ARWArppvod/RnFmXYmO4q3LRwBY7dcOBXihFZ2lKjYdQjbpD8Om6mwo7uol71duB90xZowcLZFhDBAFbUSGOhbgvMKHS/B5JsaR/1NIuclq9/7KydedkCo2K5gnW5WxpevS6ObbvVLp6+x6fn42/Pv2Wy2CujB2LFeI+LWnvAxfzAeo/O9fVxFUFTTouQNvLP31uAFB9z77RKuObFJrZvxBg4aPjNmAXzwt89oMe/WbMu0o2/I/+RHtdpi8dYh1j+Vp1imT3Qa4uvCGIx/Z6A4IHHBzrpep9YPw7+3HMaHhdxc8n5tsZOLO96BJAt/i50XO8373qPNULMF/Xvt9LdhPA0f6N4FZ4GgTUE2GUC760jeOXpHCDzR50PK/LNlWuHMQ2EPE6LQTHnwx/5PS6eormaDqSZEw1VwwJAKgpNBToUpFSgJUF2Bpop7BREt9yEClSq1hlgv2EfL6PpKpmukcLM6U6qhpXroDSwaF625gUJO+RFS2mHA0Z4Gc1I08wjze+S+TYzIMLBMgOYjA8HEdwU04GzydzEw03YpFJz2MB8n7m+i0MJTSvI62pDxAE8h98cFEOtkztfZ6jEzUVZ08rStPI8jLUkFkDaqZ198WZtpAmg6l2thSRzgm/QBKDIVa3RTfkEEuhoPalQK4AJNIDDfX95C821x2yAT9jXvjQk1+ukGNBOGC0LWCOBV2uhPRp8qJiqxqCZ60WHf1y/9jBo5bAv8jpkJasU7ny+9RRQ6gmN3rdNCy0H+KkBtbkCxA56ZdIEdBAKSwtaPtcutDHD2oaxhFQtrfNitthGruBAJo7sTy7XtvPp51D9lLHGWfMZJtWRf6PldH28rzXOXAPSNOKa9ljT32w+zhpvWVMFxar/Mk3maH/xNZYwzzuUMqJkWQCykhN0AcMErjm2OLxn08io4TWF+Kg5NuG443yntXWKJV9PIQ3LsxrorQA8SnuzwtNczrsCx2449LxQe2ANMuDizrqnYtUDxmI4luYS0GwLJOixE39HbagIRESAJJbrZQ8hTw/4OGaedwxoYLqxrvy7B8L1+HcaWwCQduiwgNwD+tLGvS0tsK06KJpAzdpgfo/T8HUE/npAZQQKWFiPIQKT3Pfct3F8aUjDIEYP+PGyQGl6YyEuGhE34Dr28h97nDk/p/X8M9Z17JUfP3EDExfGHg9cF87HPHK62G6+wMZ2iHRiHXrfnn4L44k0uIxY31h3zhPblafeWF6PFocIBnK4nil4VZHrvdcbYJHpnrrcVkdE+iV836QwofkzfCw0rsJVeKoG3xj43MnrOwNWPp/7C0B/pHe4KOewXOEbLjahjC8L+cRrnnMT1trdI9anabLslWE/XCYYAJQBuivmsL8AWmmZts6MMaFaaypEq+aMqp3oJ8Coszmar9CBewlLaIZ6Dc5K9bRIB7vyMs1bVR2ockf6aQESHPQC2mmHYhzCgTU7xXLAfnH73swrZ+xwIN9dbri1XwC7BtU5SGG8WwM2t9+upSaVB5+Hd9Vk1MxE12CZgQXsc6r5XzKIzQeGl9s0ndpc3yAn/9aFA29z9iOWV4Jm9Cu2hs60gl0OzTmgAUrh9LX2gvHpEJqlzXDn/PYpVZtoqG3vWmkOPunS4lJHg0N+aWnLtMS3UdXaxE/iNM3Gi9sbg7qMYl6JyM0FfdMzbKCcp2oA1bqvWo8o2MTSc+oyJh34cmDMxpVrp0l91rSOm2ZvzbSaRlfTFCu1Dljay543w12uVfCq8etmwO1kStT0gvPFyf5QW7OZWLa2tyfgsGijNUB0qqCXaY0JOez3ky4TJpxSnOsKNsAtawKk3q8nUc46Vh9jLV4xIKug5BFlTtDcHO5rTlDXFCsEjDn4xe8VGcRyoIpNIPnlLYNjDFK5uHUMDOuBZ1FjTTfSMWAW6d3M8DSX867AsRsOPmJ7aA4jC1uIESMhl5laXm+4DoAsJu/twyIw0wPPGCzwT08Ti8tm/1BMl0EU1haK1dkC8SJwAVwUSJnGlrmgC5tcx1hPhPsRAOLrHniGkC4Ky1vgUHxbHAX13oTJaXj/LeEbnet4j8uPYyPWyeOdL25DboMS4nrtuQVm9DACzr91v/ebryMvPToe4gIK9N/q93guWG96tkAp/839G8caA0qR7x5wxBoMnDby0Ksr89aL22qv0rkX6UQeuC5Mh9si1jPSP3Yd+Yi/Lw1bia+HiKdhCWgLsYzf8TdLVVfhKlyFxy34popfZETgyWUaBqY8KEym4BdVPdGPy4nSuOdzGlFk5CnEtdFYpvB87kvHTUAFttFVAMkcV0OqC3lNKCkjjRnjWEU3TRAZMGiG6oAsAwbJGMSuBzEzt0GaPhY716+luS4IBOYgf79s/VOtZtNXcRBsB/Nz1rblboY5V0CrVDOyh+E6SewLzA4QiJo8Zrq2q7owDmaxA/+176yC/WKm1+KtSecFVklo5pQe7CTL6rdtMZtUmvEbIMXgyVzTjjgEcGatraS1viNm+CmEze+ZAVpNF+1iXgdtmvjSAJSW1qEaoRQjzIW7aRc16EbRNMbMTDVXTSsHOZshK1DgpqOu7WRlMxTJmn9SUxmGkFZ1a/7Smn6Ym8V6u3p7uRaim0FyjVmgddDI2pjpuOZfXsrVpcxmWJhXWm027hiENJGsmWw65xmCeWk356WZSlo9rE1MS5KPoGifibTP+GMmlNfQQMrmDJ9BXDbTbCdfpsXDYEY7cdL9l7nDftYUK6t8A4q6xh/Mj1jx+AGzVj1QrWacOiDPuwqCDdBpMC0xyAKSLSdQujjEWlpRC+sMF9My+MWi1UTxMV0PSOvRYoAuao1NRCPSQaD1Kezc/lMxXIFjNxx4Q7JlaxiRBA1xvDuNSFOUpHr0euGy+5eQ43Xf7/XMAV34OladHms+OfRMMHtYYjQj6JXDXcDlbGmhMYjHvCrdYwE08hqBoJ7Qy+UgxPfazOvQA+KcFpcFNCCPDxmIIQ6lqK10DCDjuDjMe2ki36yC7EI5lxGBwLjnj/0Aus+gXA8AiTQ5xPHSyx+BxVg+a18xoBM3Uj2+eyBQHENbWEjklwFI/kgnfgvMiuX0+O5hNvETeeNyPfA45uek4OIYj2Mt1of7pqeW3qtnb77rlXU0xEr17sffEbFkqaeXZwuZ7XVor6FvQng8BLUrQe8qPJWDv8RwgImBMeDiGjDi4vzjmxqXsplGs5BayzRxHjtgbYLJYBvz6pprM4BTrE1BV+uzAJKAAmgRyFhsyRsSRAXQgjQklDJgmgfMu4xxyEhaHb2ngqTukHuHJBklaXWMX13niwlizSAR1UwyVSDFtLpyNb9zA0jzRea6TwWChAMS9qttuwNkaRX3IG4LeX07XxbtraZlZfPlIzhFQqmaZGuPTEADYhTNv5eDJ0IdPVZTzQZbCNw3lwMFUuvpWmTeF2tNraZV47QNCNyeLBWu4OFHIQhy5a2sOt41toYL+TNO6oEK7sxfVvf5XSYvlRml5jIgZV/VRNbgoNsYW5hrGX7SpLcLp2m6alG0ZA05Pzv14jrZfKk5jYH6SzDDT/aMpqOREvt1A86hi/lu42oHP1PSpgldNKTMYLcZGTagsfnoaqaSoPtSR7+V00AtLNc2PZn2loPH7IeMzSYdIG1acmb4imqi3HQjybwRfrrkADeadg079yHmtJsvMV09qebxz1usaqCpnT1r/sNcK0wA1xRTO6lSHUDLA3QezLdYNZ0s8wDNFTwrBpiZw30AqoBKNamUtYw5owFjLjJFc0h2os+aXhEc43QI9zwva4uB6Pg+IgJjGugqpX0SxLynu5x3BY7dcIij+RgSw5Polh0a6HoLFYjptsIlu7zLsntg7Z0eSX5IIzhyjH2fHLhJIr7oNGb6HYGyuFJryBtX8V6eGOKmnfmL9bxME6sXF+vH1xG0Ay4OCabJwroDglErjvua+zKCDtwXW23T84EWQQcW8pmuT+6cJtJh0MPTOX32p9KrV6SzFXL4Zv6uhz4vfH4vgk4z+u2inbSxvN7CF58/5i363trCTmJejvc6bT0bPW2urbKB9szGDWQsN751i+M+bjBjWczzVr1i6I2NXp93Q5zzYzg2qUT0bovxGNdDhmPnHuPpCQwu9D1WGlfhKjxVA5vkMCjFcxa7B1BcBMhcG8w1GAastckk0Oi98HFZyDGGRDRG2HQQeTuj+yOwHOhUAIgs861KQp4FSANkyEijAQalCGQQSBJIGTCNM8YxQ0WAkqvWj3kWG8QaKYlDHaYxspN52aonDAAmmFZMqdW2ypnmlgE2ZzjFHmfYYX36ZK5U3WG/b9PdS5VrS+UK1TAIJjDtLTfRdCNCBxQEGRm7hXMHsHQp213GC/b1JEEGxgDBAXu4L7EEM9vUlfBoac8rTdOmGi6805wvCEfNab+bKPLQcODNBw5DGIIG4bmJW8FQHdW3kOGe4nYLb81wckAO9F0Ty/1FMYBzIL9gLF4xWOigFJuVFgh2VUOumf95DZp7eKl956Z5CsAd6Xtwg88Brsfkp4z6I+D+vVr57nIegY6na+di2qPcDhFwCjvkWm/X4IobFAdkz3FCtbu4MfFRO1WTVwddXW8vQ+ooHZa28F4BXB9PKrC11ibztp0WTTPANdnWvsUa8FVWeYFz7DHhZOHZxwEfrVAqqDYtJptW24PuUHREqYBYLgmz7qovMa9/9TmmA/JhBy2yMqEsc0KZBvMxNonNZ9HpPgNYbDbZM210DbPSuccyTtQIixpmSvHRr1nppDtgLa9G3hmYaoP35oanuZx3BY7dcIibkahytLVZ6Tl6Qufa0/bAtGPgF2+oLgHJPPnWxtuvI2DhrKROPF8zeBRN/zgtb3SjkAi67qWLQEzkj+sQgwuUEXSKwukWOMb3pZMvpvO0cS2M7d8z++S243aPYJe/PS64CHRFmr36cvv2Avdpr36xrbldYjyXEQGnmIdNEGNg8IQfvxh6EzSPnRjfqw/Hef9FnMJDHA8lXEdQZgvjiEDQMXr8YQAwbrq4v3v+0uLzyflYa47542eUy+jVpQd2MR8l5DnWVtwXvbQxyCX3u0xf1kkxnaDPZG/d8LxR6uHGjmWUcL3F06dXuPfee3HvvffiQx/6EADg7rvvxute9zq8/OUvBwC87W1vw3333Ydf+ZVfwYMPPoiPf/zjuPPOO1c0Pvaxj+E7vuM78LM/+7NIKeHrv/7r8eY3vxm33nrrTa7NVXjKB5+TfC2N4Javs8Bai5dPj1Ss1yWfcx3gcldDPKe6RM7iYgr3QPniXM3yj2+ynL9BgCTt/iQLrzoklJIBnZF2QCoCHQSSFKKCKQ9IQ8YkiiFljJIBKUD1DzSkgiTmOWoYBiidKJlqI46Y0AAzA0WGqmFmZpczFLdUA0HX9nL4ZsCMXd2Kz9hhrvtLWcqZMZIW13pefASnCygxVhoJrtvTXIQ/AgPazKQxk0hhPpV2ixMd1/AxKkLpznANAtcoW68fzZA0Y0eCiXupch0b1Lr5d8FJ1cybSRutrQ9t1ZGq7dTMCQVuxijwk0GdI9dcavDHrtY+rcrnZba5uU8LaOVQj58YGUE49rPVDk9o5R+whwC17lwvrY9iWSAib3dAMKEdEACgAkKCGQUTFO41LFdwaezs9h2I8rHm2nANwHKITOAnfjZQzuIPVXPPNcVAuV2DCwvfzay2pceS3rXBUOvuI7XATUyxXDsUaY73ryEvp3JG6LUB11MFzeZ6HIID1A5oNc9s5PcL5kPPIWQH0gDzmVaWPNaSB+wWoNDNKaeyM20vd66vgqwV+ixVY0zt0JAyD9AyANnMvt23WD4k6DRCpwTTEMNaDi2CerTuxVMht3yEcTxrkDFtofRzh8aB8oLuRY0zpt17z9m7578/hf13fSqGK3DshkPcMEVUqId6xN/R0VQv8CLBEtCxPJchGCFctqfq7c2YtR6QEjfzUcBTiuPqxKaMPHiT9Zo4gnX+pnVrH+t8uiDLm+yYlsGmyB/f4/zR90hMyzTinvqYnncEgrZArwgYRgE69t0WaLAFNvm9HugS+ekBZJw3gn/H9vqR3laZQFtQth5HXvQuwyD420PUntoKPSBn6x7C/S0NsN71Ft+cjtucNTNjaFLwOn8sv4fTxLQ9HntpekDjVr+xwMBxPdCXw2V9dSFxD6m7jDAPvFjxrU+Pnk92W2VfRuMJDE/CKUbPfe5z8cY3vhF33XUXVBXveMc78IpXvAIf+MAHcPfdd+Phhx/Gy172MrzsZS/Da17zmi6Nv/SX/hI+/OEP4+d+7ucwTRO+5Vu+Bd/2bd+G++677zFW5ip82gXe/PC642aS0dySNz1sBhlllrimRqf8DsTxGh9lBGD96I+4OB0MRCvBzIx2sE8E7AYARaB5RJ4SysmMYZ+R1MwokQ1WkKFABkUeMuaUMSbzMzaI6Z9AFCkpitqGfScz/CxD18dqsIttp9kjkeuD5bpJN0f+sqS3sKtNaRQbyGVpdjjgtLrhVwxwc0rANdHsVMwDygI2sfP3BmkIDpUeL0QGwGUcqvDo2lRaO4hNMg84gbsmZ40lq8sOM2mpuSmilWy76LJsz6zjHazyrmsHBTTn7SyMcpqmYTYi1cl3fTKkVs06LEASm1mWWnI7VdFz7Wsfl5rO7ruvNRv+DoxZDvfyxqaqspgvOqjH2lV+ciMwItdh28CfuaIY7tnOyzHA1MwCPe6AEzhM1FbohLK0vyz/vZ7uRasBiaYH6b7G5lqujwFry7luRVyTDMv99vhLtayTpYyJ0ns/HipY1kaW1vbGokXmGlqs7eVaYwXtMIAznKxAK/Zvx17bvAUd2GMtMHaqn+Haa81Tn9Fsp15mJExajaNVAAVUDRDLOiJrwpR30DJWTTEDxKD1uwDzlKCHETiMgMpFwMnnsgwD/afOvZ4mF2uVKS6CZFHri8uJoFrUXtNAg9NoJ+3UKUsDrZsZrk6rvAo3FnqblIiOAH1wyq/9NaRSuoi+9Ggi5PHrY+ESgKxbxnWQ5ntRiIvFRiGzBzQ5G1v+rXhy6IE+3GRAX4OK+eYNdQ/gYrqKPrDFgmwUXKO/NOaJwxbfMS/zFPnuYa0M1PXAAq5rb48dAbiYPzp33wq9e1uT/PWo4EYgJJbF44Q3Ff4dwbOYl9shjhXO5989MJPbLOIr/n0M5NvipccXf0fNrNjvcfGO/HrogXIeH9P0ANIeX8fatTelxvK43K3xc9lUuCQ6NmCPNfhWuq28W53IAyjmvR7a8fsmS01PgtD0tV/7tavr7/u+78O9996L97///bj77rvxyle+EgDw3ve+t5v/13/91/Gud70Lv/RLv4Qv+qIvAgD8yI/8CL76q78a/+gf/SM85znPudEaXIVP5+CbHpY1GFBijXjFytn9ssmJ5pO9lz8JTRNBKN+W4YCiiY9A23SNlM/psHzA8/6O7l8A+RJ03mE+HyG7AhnN3BKpQFTM91gRaEooacAwztiJmWZJApKW6p8MEDGdKgefZgx0Hp5vrQ04ch9juuhQGaAzYMJY81s3eH5zkp6rqaDTPGCHc5xCgWoc5uZ4gGug5UVDSHFWO7DBC827k/PM8TMSzrCv18332NqQscEMWr15ORBo9XCgq1SDvHXQpa2ahtHaf5g73G/aRBffx7ZaMBBkgMi1ZTC1gw4UGXkBOtwE1lsrr0CmyO8OaQGoGmg11dM8c9hmJswotZxootqC+yJDLdv7w/pzrdnUhOgG+bhmX8sroaVzrZHrO2nlzv4XKtPMRTmOA4N8PnpmXKujdA3CWU2beXHTzvOTOp1T9yu2W/Vuc7Tvp3i2ccFO9b09DahyY2EfKT2fZIAfFKDEneXdUVunpRynYYCePyUJE8yTnPObMSJXc8qiCaWYv7A5D2ZWmU1LrGmICXSu1xnmgH8aqswg67ms5+B+y3yyB4p5HPv/6oFoTj+aTXr6eNplLLOnDbaVPoqOV+DYkxKuwLEbDqw7eT2bLJZyXAJiaUew3mGzpLIFukXpKu5SeyhUT52pt+m7DEyjUOg7aiJFYILZ7VUvfjNopIEep+EyJaSJAFlvs8/NE80avcuA9YlUkR6bVzDPMQgumgn2AK0t5+5O1/PHN9I9q9ots0Tuo2OmlLFNmY9Ir1en3qPCeSNA13scjrVnLDMCYxyYVmyPOMaYBo/ziHX06tcbA8cwlC3wMvIcaXI5vrDG9nS+c8i7BY4xZhN57l33+Iq89/qEBY4YerRuSDCIHbw13/UGKjO3hWwe66yttFyRXsV5EESTyi3aT5bU9PiFBx54YHV9cnKCk5OTo3lyznjnO9+Jhx56CPfcc891lfO+970Pd9555wKMAcBLXvISpJTwi7/4i/gzf+bP3DjzV+HTN/gjGuUannMdB0iUltMw0HVsruQXDZny8DevFfG9Kss6wNr80/M7nwymCbBYcLFoOgjgzq6nAWWnkN2MpAnQAiSFpAJJilIGlASM+4KkuoBjogbJmGZZ0yHxLbxtz/1ExgaIGRDSAKqxwgDmQ6qBYE1bzDRn3DzTRCzXGjKtJvdnxSdoNmNKhxcUfqDAegndYawAnfvg8vRuwmnNnxZAzKENAzF2S/qpaqphSdXAnoZ7NpPJA3Rpm6bZBLgPqqbJlLHHvLTaWlMJFahws81GpQ1Bb8lDzSk1n8E9fGpi82u2pjHjBA3kBPGsVL/mA83MZrGi20zzHCJycJMPQHBdv7XZI9fF/jeT0lhT19ZzjSwHAT1F2xIUlKWdAQfIxsXQE4jad27W6iDTAW5i2hzxW9tiGS9uauu8u5nwoWpryZILFezaLYCWVj619nPTw2wmmi2tA2pN66w54QdcZ49NJzOacbS3D4Noh4WXNeDmWmfmYD8B1QH/ArAVwTS5tlgyUL6CY2Wu4NiUqlN9AYqaRlgUfxyYsspua3RFQCu+KO5plPXuuZaZ88By7Bbg1XO8r6EspxvldE57ZVZ5U8NTChz7V//qX+Gtb30rfvmXfxkf+9jH8IEPfABf8AVfcGm+d77znfiu7/oufOhDH8Jdd92F7//+78dXf/VXL/dVFa9//evxYz/2Y/jEJz6BL/uyL8O9996Lu+6661FyypJEb2cLrHepEq6BtTTFC03vOqIFvbJ7G0JGmbZ82AAX0ZFY/nUE3phHUkzShTgGco6BXB6i8BnzKdbAFYMlLERyehc0m2TSB5GANjFFAIqF5AiU+L24r/Uu3aort1UcOrHu///27j08ivLeA/h3dpMNaEgQxIQIQU6hAip6DAW29hwrUGNLBRSvjwIqBbVgRTwWqReovWC1R0Er2J4itgqmB45QKyqloaCVcAmSCkY5PShilSTesvFCLrvznj9m35l3JrObTbJJdne+n+fZJ9nZmXfed3aT/e1v34uaUNNg/4t2JlKcZakBeayXn3q8k7zmzrap1GviljRy/lm4PU/Oc7pR2xPrMeefTryEn1pXt7m23HIkzjq2VRf1Q5FbO9zeJN1yJG7b3ZKF6hu2k+ayXf1X5ZarcfuWy9k7Il6dnZ2nnOI91ibnFxHOCgDuFz7WC6Kt7c4ynPu5XSxnfdXtiXSPS+QidoEkfqM4ePBg2+YlS5Zg6dKlroccOHAAwWAQjY2NyM3NxcaNGzFq1KiETldTU4NTTjnFti0rKwv9+vVDTU1Nu6tPHZcWcZ78QONcVdKZT48o+6g9tyS3RJXs2SCHOGoux6lfdvhgfTnnXIVS7RUG2OcbU+dNy4aRCJMJsha0jsc0ZZv5/9z4cCpaAoj4dYje4WhiDNGeYUDY3wu6MCbt9/l0+PzRSeH9foQ1wKdF4Nci8GstEBog17/TokmBMCLRQYYwUwTqUMss6AhDDokzBl1a/ZsEgGzI6cc182b1MGuB3zbwyxd94qx6GOc0QrwArDmjrDSR7HsjL76xvzGRv1xiwCpbPhnWKomyno1mKsKaNl8OvbS/GAxNyv6yFBF9IagJoxYEbAlC+RIxkjVynjNduQbWnF8y0dSIHGUopC/acjkzm/09xhdN+Mh9ZEJEDuyTZcukV3Z0QQaZ0DN6/EXMMiK27pLyJR1Q0jyAXKVUwPrcJPsxyWdFTZvK14R8vmTJaj2srUYgLBNxWnRPofQ8k1dULjwgk4bWM6NDXYhBntVIwhl9/OwLDkRgDcy1AvBmWCtI2tN/OnTzn4a8RrI8HTKtJtsn22jNT2atRGnkcrJsj0eiSTF1iKgx858j6SaMGrRoapLOKD8MYwhlRPgRkXOI6cYxum6sOqlHfAgr84ZZ+xiT7YumrGhCDMocYJr7sMUwrP/V6rYmx37qY2oopybQ1PPFGpbpPJf82RKjTOc8ZFDKcku8OUNEZ0KvO7HnWOr44osv8I1vfANXXHEF5syZk9AxO3fuxNVXX41ly5bhu9/9LtatW4dp06bhtddew5lnngkAeOCBB/DII4/gd7/7HYYOHYp77rkHpaWlqK6uRq9evdpZS/mKd8s2uCXBWr/hWZzZj3iZHzi2yftuj6lRU7zynNkCt8fawfnZU62OM/mi9o5ST+PWEU4ep35eVOfZkPuqgZ5arvzn4nwKrBimda+bWL2p3IYwqm10tt1ZD7dLGutY5+PO8tzq4XxJxTuP20vCPt1B65eVSr3+6rZYLzW3cpy90+KVBdgnm5c/YyVg2qqTW7JOFSvvoH4YUctXtzuvm1tOxa33lnpO55+ksz6xEl3yGLe/Abdj1H2dr0NnjzS3c6vXvK15ymLlhmL97+gUZ8WdF0V94pwV1B2POyvp1gC3F6LbRXJ70pxRUaw6yzLbKq8LJXEVo/feew95eXnm5ni9xk4//XRUVVUhFAphw4YNmDVrFnbs2JFwgoxSQ1rEeTJ5JNA6QQa4v0/pjn3Vx2RMoX7JB9i/nFN/qr+rH6Bkgk0dDqnWTcY+fuW++iFM9hhTe7RlO+qtDhlVE3oRH/RIFnw5ESNp5tOj7TYm1kYkDL9fh64ZvcrgE/BnRaBrPui+LES0bAhfI7K0MHyagCaMioaRhWZhJBCyfVZfFeNjuzEAUp2SvAX+6BTgVjokjGxElGGUgDWHlkA2spUea0ZPGz26zdhDpht0ZMFaX8/4H2tMdi6QHV1QwHr6rbmw1KGXRqrCSP3Z0y9GQkUOr7TeIYwki+xVpin1aUEgmuCxailXY7QnbYxUi89sn9X/zkjBaEoZRgLLmLzd2mp8xg9AToovonsCcvCrUM4oVzvUzGtkDf8zEjXWfGxGDyN1KKoGn/kWIvdWyQUENOW1YK0gae+JBhhpGZnskVvDyEKzciU0GCuC+qKvKvWZNM4QMNsoh+LK+cDU2eTkUEGZcpKlqB9B0Kps+YqytulKwlIdzGukSrOhKc+xNdRRHb4pXw++6PWyembp0fSlmv6Vg31blL8edX1TKxlnJdFk0lNNjjWLrGh7fbb2CPjQpGcjIgJGDzBhJML0SDQJpmvQhQ+RsA96c5b5P81ciTKiGfOK6Zo9Vo3AWt1RTdzLxJgz0SQnx1fDKTVh5SxHHYbp/Ckc+7VaACDOdmfCC8r+Aq3bqDu2C8f+3Z1oSmKcl45SKjk2Y8YMADBXpErEihUrcNFFF+GOO+4AAPzkJz/B1q1b8atf/QqPP/44hBBYvnw57r77bkydOhUA8Pvf/x4FBQXYtGkTrrrqqnbWUr5inZ9+nZGN8xj1A45zX+fxzgyFs/uNk/MTrTyfsxwoP9v6FNrOxFg88ZIPbh+63U7vvEQtMfZx+6DvvIzq/vKPN17nOfW+fPdzPpXxhiY6h0i6JU6cdRDK486nTlP2d7u2sV4m6vliJaTCaP0ydB6v1k9+IIByX9ZN3U8VLzGilu/8c9LR+k8p1jmcCdG28hpu3PaV253JMTi2OeunRk2x8iBt1SXRPItaF/Xaqd9COcsWjv0B+5t4rPKdx8cqV93mlpyDy74dphYk/8k4IxT1wjgr4Xax1bJjZRfd/ger22PtB5f9nOXES9alr7y8PFtyLJ5AIIBhw4YBAEpKSrB3716sWLECv/71r9s8trCwEHV1dbZt4XAYn3zyCQoLC9tfceqwtIjznB9YnPN3Aa2HNzrDNPkvJgz7hPvqn7F8/1TjBDVB5Yx71A9qarLLbUoHGd/Ix5uUtqjn1YHoInXWvuoQTbUM3einY8xDBkDTjA+zESCia0B2tCePDxCajoiuwe83VrLUNB/C2gnw+XT4/cY04Fp0KKamCWg+AYGWaC8tmVIwhn5lm0PTDHJNQXWy/nC0B5lcATACPZowAvTo0EiZCtDNdEoY1rp7RsJCTtQvyf5EzchGQEmQGak1P+SwPLVnmR7tE6TOeSYTaXq0d5b1n9248Nb8ZrIuvuh5rCSJmiDKUsqRc4XJnltGLTTzKqp9kwARDXvt6TWZ3JIJKTl8Tu4hy5X1MHpn6eb91hnh2KxZrYzrqCb71Gti1Mo4m7rggH3qePeeZ0Ziy0p0Ws+B0atMXhP7SpoR27WW19R6jVhzjKnXRIvWWY++HqzZ4ORqmDB79glzD+P1YK34aSXGZCusuetkOdbk+nI+Mdl7S64AK3vyydeJiJ5FhzHM1yrVen2EowOX5ZBdY0hwlvkakFegRUR7i0U06Fr0r0/TENazoEeTXEJEk266D5GID4j4ISfR14UPkeYsIOKL/g8TRtIsYgzhRkRrHavK4ZLOxFMz7PvKZJSzdxdgJXqEo2wBe+LN2eNLDfec24WjXGeoFnbcFy7Hq+d11sstkZbh2lqVvLGxEbfffjvKysrQ1NSE0tJSrFy5EgUFBa3K+vjjj3H22Wfj/fffd129vC0plRzriIqKCixcuNC2rbS0FJs2bQIAvPPOO6ipqcGkSZPMx/Pz8zFu3DhUVFQkITnmfENQ3xhidYNyZgOcGRBnVsCt7LaSV/Ivyq18Z7SlipdZSQLnZXBLHLlVS31c3c8tQaYmsJyXzq1pMnh1PhZryKCAPXHkfGqcnEkT5/5un9nd6uv2FMbi1lbny8d5DZ2f292Sl+oHAbfroSs/1efW+XKEY7tbclKSj0VcHnO7Bs48SLw5zGJdQ+e1kNQPQc5r5SzTmX9x5mTak+NwznOgliu3x3oe5Ta36+esi/p4rOsUK8HmJlYeySlpeR63/2fORsT7GS8KifXicW6L93u8smOdQ/3d7fhujppSpLu9rutoampKaN9gMIj6+nrs27cPJSUlAIBt27ZB13WMGzeu85WhLtXtcZ7s4eV8n5c/1fdgtfdWC+y9ttRjneGYM+5R/7zVoY6yHBmnqO+tAq2TWurUDz5H2TIRJstRE2RZjjLU5Jtf2RbRoAc0+PwahM+nlBP9AOzzAz4BaAKI+CGyjZmMNJ+xmqXPpyOi+5Hli/YIEzp8fiNRpgsNuhaGNb23HEonUw1aNFHiM+cgk3MuaTASF3KYohWFG33PItEUAJRyrFUVBeT8TtYwRJlQkYPf5CqMLZC9dKwBchGzzmH4lfKNmZvUieEj0SSY8ZTaA8+s6PgsdRJ7X/QKqL17oLRVh32VRis5pvbAslIiRjmIptNgblPTZ3LONLVuau8xq41yGKVMQRmrN2YpyS8r2aeZvebki1cmq8JKUi+itNGoSwTCsU2dHF8OrPTbtll/ZH6lLupqmjIppQ6xbIE1tbw1hNOobxbCkMNQYZ7HWnHUSppZVzSsDIOUvRxlMkpeLyDbfA23mPO7ybpb11s362IkseRKlTL1J+c1C5sDSmXPLmO7TIzJq2/8VIdTWilHI8Fm758ZFsYE+kbyy+gJZg7bjRhzh+m6Zg2R1H3Qwz5AGD3HoAORiA+iJUtJBgkYw7b9QNjXOjEmk2Dq/y+ZBHMmldQeZsJRRqzeXWGX7c5EmizPbdJ9tx5m6jmdCS+35Jhzu/wTcZbtgWGVba1Kftttt2Hz5s1Yv3498vPzMX/+fFx66aV49dVXW5U1e/ZsjB49Gu+//36Hqp72ybGamppWWcOCggJzHhH5M94+bpqammyBdygUiv7WAPtXhPKnM2nlnJwqXtLJLXnlc3lMak/Zzv1jZZfc7idSdoJiffh1+4OP1QtLinfZ4yV/5GV1JmmMqMo9EQRl/7bKT6Te6r5uCa5YyULn7846xjpfvO3qS80tadHW8erv6txq6mNuyRVnckyK1dtMlhMrZ6CK9Tpzzs3iLMstkRhLIokk+aEl1nV1JsfaSg456+28HvIxdUhMrOPlz3jX1W17rMRgrLq35/lJmraSS/GSUED8RFNbL0Ln9lgvNrdyE62f24vlc+MR0eUX1yATAJ0tox0WL16Mb3/72yguLsZnn32GdevWYfv27diyZQsA432+pqYG//d//wfAmJ+sT58+KC4uRr9+/TBy5EhcdNFFmDNnDh5//HG0tLRg/vz5uOqqq7hSZRro9jgv3GD9P5XvkWrSS73vvPlhTzL5gGg+xX1/Z1LKmehSz5/lONYHa+6yto5Xb85zyrKdwyuzXY71AdAE9IAeHV4p2ywg/Do0vzCSYz4BoekI+yPRpJiA5tOtBJlPh08myPwCmmZsb9EiyNJkasLos2JMXK/O2KTbJjt3DiCzBoqpU4gbc5upw9OsAWcyZQTI/7HZ0UnujT5AxnZrGJ3cX6aFjOnQZVrFCrHk/hHlvjB7pkVcgw8j3Wbdk6tGOmf+MpJERtIkomxTkz5Wm6y5wOy9snxonZAyOL8dFWbvJ/Vd0lodUvbMkm2MREuxknpatAzASEYKRBxlA3qrj6Xqe6laF13pl2dtM87pt+2bhYjSP8vabhxtL1vOYxY2526RnIGbVW89msZVydeCuq8cQhmOPu9CeSxi/qOwtvujrynrdSJfiYAOHca8aFZCzujxZbRJXXnSuNbWUFGrDCOZJiCH0soEZzYEZO/B6BBL4Yeuh43kmBwmqfuMhJneYibG9GjvMT2s9BoTmpEEi65EaU90CaDFSqDZEkoyQaOGQ2pPMvXWohznTGI5k0/yp1tyyzmEU02+Ccc53YZpihiPuc0pJpTHYp1PvhjCDcbzlsFxXrxVyQcNGoTVq1dj3bp1mDBhAgBgzZo1GDlyJHbt2oXx48ebx61atQr19fW499578eKLL3ao6j2WHFu7di1uvPFG8/6LL76If/u3f+up6rSybNky/PjHP3Z55N+7vS6e44Huo0REyfTxxx8jPz+/p6vRJerq6jBz5kwcO3YM+fn5GD16NLZs2YJvfetbAIDHH3/c9n797/9uvE+vWbMG1113HQAj5pg/fz4mTpwIn8+H6dOn45FHHun2tnhJ2sZ5VYNbb6M2uaXu3VIbRETUfpkc56mcq5Lv27cPLS0ttt7hI0aMQHFxMSoqKszkWHV1Ne677z7s3r0bb7/9dofP32PJsSlTptiGM5x66qkdKqewsBC1tbW2bbW1teY8IvJnbW0tBg4caNsn3gpJixcvtnXjr6+vx5AhQ3D06NGMeWE2NDRg8ODBrSZFTmeZ1qZMaw/ANqULtik9hEIhs4dUt5BDFDpbRjusXr067uNLly6Nucql1K9fP6xbt659J6ZOYZzX8zLxfx7blPoyrT0A25QuMrFN6RznNTQ02Dbn5OTEXHwp1qrkVVVVCAQCreYOU3uHNzU14eqrr8aDDz6I4uLi9EyO9enTB3369Ol0OcFgEOXl5ViwYIG5bevWrQgGgwCAoUOHorCwEOXl5WaQ1NDQgN27d+Pmm2+OWW6sJy8/Pz9j/tik9kyKnC4yrU2Z1h6AbUoXbFN68PnaGtedJCky5xilPsZ5qSMT/+exTakv09oDsE3pIhPblI5x3uDB9p7YS5YsifllZqxVyROxePFijBw5Etdee21nag0gxeYc++STT3D06FF88MEHAIBDhw4BML4VlN8Mzpw5E6eeeiqWLVsGALj11ltx/vnn4z//8z8xefJklJWVobKyEr/5zW8AAJqmYcGCBfjpT3+K4cOHm0t8FxUVYdq0ad3fSCIiIiIPYpxHRETkDc4efLF6jQGxVyW/8sor0dzcjPr6elvvMbUH+bZt23DgwAFs2LABgDU/28knn4y77rorxlRZ7lIqOfbcc8/h+uuvN+/LFYbULOPRo0dtmdOvf/3rWLduHe6++2786Ec/wvDhw7Fp0yaceeaZ5j4//OEP8cUXX2Du3Lmor6/HN77xDbz00kvo1atX9zSMiIgoE8jVnDpbBnkS4zwiIqIUlsQ4rzM9+OSq5CUlJcjOzkZ5eTmmT58OwPhi7ejRo2YP8v/5n//B8ePHzWP37t2LG264Aa+88gq+8pWvtOu8KZUcu+6668zJc2PZvn17q22XX345Lr/88pjHaJqG++67D/fdd1+H65aTk4MlS5bEzXimG7Yp9WVaewC2KV2wTemh29sURudXMeKwSs9inNe92Kb0kGltyrT2AGxTumCbkqAH4rx4q5Ln5+dj9uzZWLhwIfr164e8vDzccsstCAaD5mT8zgTYRx99BAAYOXJkq7nK2qKJblsXlIiIiNJRQ0ODMUn5whCQ08l5PJoagIfyEQqFMm5OECIiIqJ005Nx3uzZs1FeXm5blXzRokXmquSNjY24/fbb8cwzz6CpqQmlpaVYuXKlOazSafv27bjgggvw6aefMjlGREREyWUGTbckKWh6lMkxIiIiolTAOM+QUsMqiYiIKIUlcYlvIiIiIkohHo/zumlNUCIiIiIiIiIiotTDnmNERESUGK5WSURERJSZPB7nsedY1E033QRN07B8+fI2933sscdw2mmnoVevXhg3bhz27Nlje7yxsRHz5s1D//79kZubi+nTp6O2traLam63dOlSjBgxAieeeCJOOukkTJo0Cbt3727zuFRsU0tLCxYtWoSzzjoLJ554IoqKijBz5kx88MEHbR6biu2Rnn32WVx44YXo378/NE1DVVVVQsetX78eI0aMQK9evXDWWWfhhRdesD0uhMC9996LgQMHonfv3pg0aRL+8Y9/dEELWmvrejulcltefvllXHzxxSgqKoKmadi0aVObx2zfvh3nnnsucnJyMGzYMDz55JOt9mnvNUqmZcuW4Wtf+xr69OmDU045BdOmTcOhQ4faPC6Vn6dVq1Zh9OjR5jLRwWAQL774YtxjUrk9Tvfffz80TcOCBQvi7tftbQon6UbUzRjnpWabMjHWY5yX2m1hnGdJ5eeJcZ6BcV43EySeffZZcfbZZ4uioiLx8MMPx923rKxMBAIB8cQTT4g33nhDzJkzR/Tt21fU1taa+9x0001i8ODBory8XFRWVorx48eLr3/9613cCsPatWvF1q1bxeHDh8XBgwfF7NmzRV5enqirq4t5TKq2qb6+XkyaNEn84Q9/EG+99ZaoqKgQY8eOFSUlJXGPS9X2SL///e/Fj3/8Y/Ff//VfAoDYv39/m8e8+uqrwu/3iwceeEBUV1eLu+++W2RnZ4sDBw6Y+9x///0iPz9fbNq0Sfz9738XU6ZMEUOHDhXHjx/vwtYkdr3TpS1CCPHCCy+Iu+66Szz77LMCgNi4cWPc/d9++21xwgkniIULF4rq6mrx6KOPCr/fL1566SVzn/Zeo2QrLS0Va9asEQcPHhRVVVXiO9/5jiguLhaff/55zGNS/Xl67rnnxObNm8X//u//ikOHDokf/ehHIjs7Wxw8eDAt26Pas2ePOO2008To0aPFrbfeGnO/7mxTKBQSAARmhwRuFp27zTbKCoVCHb1ERO3COC9125SJsR7jvNRtixCM86RUf54Y5zHO6wmeT47985//FKeeeqo4ePCgGDJkSJtB09ixY8W8efPM+5FIRBQVFYlly5YJIYw3+ezsbLF+/XpznzfffFMAEBUVFV3ShnjkC/0vf/lLzH3SqU179uwRAMS7774bc590ac8777yTcNB0xRVXiMmTJ9u2jRs3Ttx4441CCCF0XReFhYXiwQcfNB+vr68XOTk54plnnklqvZ3aut5OqdwWp0SCph/+8IfijDPOsG278sorRWlpqXm/vdeoq9XV1QkAYseOHTH3SafnSTrppJPEb3/7W9fH0qU9n332mRg+fLjYunWrOP/88+MGTd3ZJjNomhkS+J7o3G1m+gZNlH4Y56VfmzIl1mOcZ0mVtjgxzkuP50linMc4r6t5elilruuYMWMG7rjjDpxxxhlt7t/c3Ix9+/Zh0qRJ5jafz4dJkyahoqICALBv3z60tLTY9hkxYgSKi4vNfbpLc3MzfvOb3yA/Px9nn312zH3SqU2hUAiapqFv376uj6dbexJVUVFhqy8AlJaWmvV95513UFNTY9snPz8f48aN69I2JXK9nVK1LR3VVns6co26WigUAgD069cv5j7p9DxFIhGUlZXhiy++QDAYdN0nXdozb948TJ48uVVd3fRImyJJuhF1A8Z56dcmwJuxXqq+RzHOY5yXCs8T4zwL47yu5ekJ+X/xi18gKysLP/jBDxLa/6OPPkIkEkFBQYFte0FBAd566y0AQE1NDQKBQKs39IKCAtTU1CSl3m15/vnncdVVV+HLL7/EwIEDsXXrVpx88smu+6ZLmwBj7ohFixbh6quvRl5enus+6dSe9qipqXFtk6yv/Blvn66QyPV2StW2dFSs9jQ0NOD48eP49NNP232NupKu61iwYAHOO+88nHnmmTH3S4fn6cCBAwgGg2hsbERubi42btyIUaNGue6bDu0pKyvDa6+9hr179ya0fzq0iagnMc5LnzZJXo31UvX/OeM8xnmM85KHcV7q80zPsbVr1yI3N9e87dixAytWrMCTTz4JTdN6unod4mzTK6+8AgC44IILUFVVhZ07d+Kiiy7CFVdcgbq6uh6ubdtitQcwJmy94oorIITAqlWrerCW7ROvTUQ9Yd68eTh48CDKysp6uiqddvrpp6Oqqgq7d+/GzTffjFmzZqG6urqnq9Uh7733Hm699VasXbsWvXr16unqxOb1iVopZTHOS/04D8i8WI9xHqUaxnmpiXFeevBMz7EpU6Zg3Lhx5v3169ejrq4OxcXF5rZIJILbb78dy5cvx5EjR1qVcfLJJ8Pv97da6aa2thaFhYUAgMLCQjQ3N6O+vt72bZW6T1e16dRTTwUAnHjiiRg2bBiGDRuG8ePHY/jw4Vi9ejUWL16c0m2K1R4ZLL377rvYtm1bzG8SU609QOw2tVdhYWGbbZLbBg4caNvnnHPO6dA5E5HI9XZK1bZ0VKz25OXloXfv3vD7/e2+Rl1l/vz5eP755/Hyyy9j0KBBcfdNh+cpEAhg2LBhAICSkhLs3bsXK1aswK9//etW+6Z6e/bt24e6ujqce+655rZIJIKXX34Zv/rVr9DU1AS/3287pkfa5PElvil1Mc5L/TgvXpvSNdZjnNdaqraloxjnMc5LBsZ56cEzPcf69OljBhLDhg3D3Llz8frrr6Oqqsq8FRUV4Y477sCWLVtcywgEAigpKUF5ebm5Tdd1lJeXm+OfS0pKkJ2dbdvn0KFDOHr0aMwx0slqU+/evV3303UdTU1Nro+lUpvc2iODpX/84x/4y1/+gv79+8ctI5XaE6tNHREMBm31BYCtW7ea9R06dCgKCwtt+zQ0NGD37t1Jb5MqkevtlKpt6ai22tORa5RsQgjMnz8fGzduxLZt2zB06NA2j0nH5yne/7pUb8/EiRNx4MAB23vSmDFjcM0116CqqqpVwASkfpuIuhPjvNSP84DMi/UY57WWqm3pKMZ5qfM8Mc5LrTZlpJ5dDyC1uK1iNGHCBPHoo4+a98vKykROTo548sknRXV1tZg7d67o27evqKmpMfe56aabRHFxsdi2bZuorKwUwWBQBIPBLq//559/LhYvXiwqKirEkSNHRGVlpbj++utFTk6ObdnbdGlTc3OzmDJlihg0aJCoqqoSx44dM29NTU1p1x7p448/Fvv37xebN28WAERZWZnYv3+/OHbsmLnPjBkzxJ133mnef/XVV0VWVpb45S9/Kd58802xZMkS16V8+/btK/74xz+K119/XUydOrXblviOd73TqS1CGKvI7N+/X+zfv18AEA899JDYv3+/uWrWnXfeKWbMmGHuL5f4vuOOO8Sbb74pHnvsMdclvtt6TXalm2++WeTn54vt27fb/o6+/PJLc590e57uvPNOsWPHDvHOO++I119/Xdx5551C0zTx5z//OS3b48a5ilFPtslcxWhqSOAy0bnb1PRdxYjSG+O81GtTJsZ6jPNSty1CMM6TUv15YpzHOK8nMDmmcAuahgwZIpYsWWLb9uijj4ri4mIRCATE2LFjxa5du2yPHz9+XHz/+98XJ510kjjhhBPEJZdcYntD7CrHjx8Xl1xyiSgqKhKBQEAMHDhQTJkyRezZs8e2X7q0SS6B7Xb761//mnbtkdasWePaJrUN559/vpg1a5btuP/+7/8WX/3qV0UgEBBnnHGG2Lx5s+1xXdfFPffcIwoKCkROTo6YOHGiOHToUDe0KP71Tre2/PWvf3V9fmQbZs2aJc4///xWx5xzzjkiEAiIf/mXfxFr1qxpVW5br8muFOvvSK1nuj1PN9xwgxgyZIgIBAJiwIABYuLEiWbAJET6tceNM2jqyTaZQdN3QwKXiM7dvpu+QROlN8Z5qdemTIz1GOeldlsY51lS+XlinGdgnNe9NCGESF4/NCIiIso0DQ0NyM/PB74bArJjzwWUkJYG4Pl8hEKhuPMKEREREVHXY5xn8MyE/ERERNRJYQCdXfgvjVcxIiIiIspYHo/zmBwjIiKixHg8aCIiIiLKWB6P8zyzWiUREREREREREZETe44RERFRYpLxbWAaf6NIRERElLE8HucxOUZERESJiaDz3e0jyagIERERESWVx+M8DqskIiIiIiIiIiLPYs8xIiIiSozHu9sTERERZSyPx3nsOUZESbd69WpceOGFXX6el156Ceeccw50Xe/ycxERjIAnGTciIkpbjPOIMpTH4zwmx4goqRobG3HPPfdgyZIlXX6uiy66CNnZ2Vi7dm2Xn4uIiIjI6xjnEVGmYnKMiJJqw4YNyMvLw3nnndct57vuuuvwyCOPdMu5iDwvDKClk7c0/kaRiMjrGOcRZTCPx3lMjhGRqw8//BCFhYX4+c9/bm7buXMnAoEAysvLYx5XVlaGiy++2Lbtm9/8JhYsWGDbNm3aNFx33XXm/dNOOw0//elPMXPmTOTm5mLIkCF47rnn8OGHH2Lq1KnIzc3F6NGjUVlZaSvn4osvRmVlJQ4fPtzxxhJRYiJJuhERUY9inEdErXg8zmNyjIhcDRgwAE888QSWLl2KyspKfPbZZ5gxYwbmz5+PiRMnxjzub3/7G8aMGdOhcz788MM477zzsH//fkyePBkzZszAzJkzce211+K1117DV77yFcycORNCCPOY4uJiFBQU4JVXXunQOYmIiIi8hnEeEZEdV6skopi+853vYM6cObjmmmswZswYnHjiiVi2bFnM/evr6xEKhVBUVNTh8914440AgHvvvRerVq3C1772NVx++eUAgEWLFiEYDKK2thaFhYXmcUVFRXj33Xc7dE4iaocwANHmXvGl8TeKRESZhHEeEdl4PM5jzzEiiuuXv/wlwuEw1q9fj7Vr1yInJyfmvsePHwcA9OrVq0PnGj16tPl7QUEBAOCss85qta2urs52XO/evfHll1926JxE1A4eX8WIiCjTMM4jIpPH4zwmx4gorsOHD+ODDz6Arus4cuRI3H379+8PTdPw6aeftlluJNL6a4Xs7Gzzd03TYm5zLun9ySefYMCAAW2ek4iIiIgsjPOIiAxMjhFRTM3Nzbj22mtx5ZVX4ic/+Qm+973vtfo2TxUIBDBq1ChUV1e3eqy2ttZ2/+23305KHRsbG3H48GH867/+a1LKI6I4PL6KERFRJmGcR0Q2Ho/zmBwjopjuuusuhEIhPPLII1i0aBG++tWv4oYbboh7TGlpKf72t7+12v7HP/4Rzz77LA4fPoyf/exnqK6uxrvvvov333+/U3XctWsXcnJyEAwGO1UOESXA46sYERFlEsZ5RGTj8TiPyTEicrV9+3YsX74cTz31FPLy8uDz+fDUU0/hlVdewapVq2IeN3v2bLzwwgsIhUK27ZMnT8YDDzyAUaNG4eWXX8bKlSuxZ88ePPXUU52q5zPPPINrrrkGJ5xwQqfKISIiIvIKxnlERHaaUNfKJSJKgssvvxznnnsuFi9eDAD45je/iXPOOQfLly9P6nk++ugjnH766aisrMTQoUOTWjYRWRoaGpCfnw+cGgJ8eZ0rTG8A3s9HKBRCXl4nyyIiom7HOI8oszDOM7DnGBEl3YMPPojc3NwuP8+RI0ewcuVKBkxE3cXjqxgRERHjPKKM5fE4L6unK0BEmee0007DLbfc0uXnGTNmDMaMGdPl5yEiIiIiA+M8IspETI4RUZfbvn17T1eBiJKhBZ3vc64noyJERJQqGOcRZQiPx3kcVklERESJ0dH5FYzaGTStWrUKo0ePRl5eHvLy8hAMBvHiiy+ajzc2NmLevHno378/cnNzMX36dNTW1trK0DSt1a2srKwDF4CIiIgoQ/VAnJdKmBwjIiKilDVo0CDcf//92LdvHyorKzFhwgRMnToVb7zxBgDgtttuw5/+9CesX78eO3bswAcffIBLL720VTlr1qzBsWPHzNu0adO6uSVERERElKo4rJKIiIgSEwagdbKMdq6RffHFF9vu/+xnP8OqVauwa9cuDBo0CKtXr8a6deswYcIEAEYSbOTIkdi1axfGjx9vHte3b18UFhZ2svJEREREGaoH4rxUwp5jRERElJgkrmLU0NBguzU1NbV5+kgkgrKyMnzxxRcIBoPYt28fWlpaMGnSJHOfESNGoLi4GBUVFbZj582bh5NPPhljx47FE088ASHSOHojIiIiSrYeWK2ys9Nn/P3vf8fVV1+NwYMHo3fv3hg5ciRWrFjRoeaz5xgRERF1u8GDB9vuL1myBEuXLnXd98CBAwgGg2hsbERubi42btyIUaNGoaqqCoFAAH379rXtX1BQgJqaGvP+fffdhwkTJuCEE07An//8Z3z/+9/H559/jh/84AfJbhYRERERJUhOnzF8+HAIIfC73/0OU6dOxf79+3HGGWfgtttuw+bNm7F+/Xrk5+dj/vz5uPTSS/Hqq68CAPbt24dTTjkFTz/9NAYPHoydO3di7ty58Pv9mD9/frvqogl+dUpERERxNDQ0ID8/H/CHAC2vc4WJBiCSj/feew95eVZZOTk5yMnJcT2kubkZR48eRSgUwoYNG/Db3/4WO3bsQFVVFa6//vpWvc7Gjh2LCy64AL/4xS9cy7v33nuxZs0avPfee51rCxEREVGa64o4LxQK2eK89ujXrx8efPBBXHbZZRgwYADWrVuHyy67DADw1ltvYeTIkaioqLBNn6GaN28e3nzzTWzbtq1d5+WwSiIiIkpMZ1cwkjfA7D4vb7ESYwAQCAQwbNgwlJSUYNmyZTj77LOxYsUKFBYWorm5GfX19bb9a2tr484vNm7cOPzzn/9MaCgnERERkSckMc7r0Ok7MX2GKhQKoV+/fu0+P4dVEhERUVrRdR1NTU0oKSlBdnY2ysvLMX36dADAoUOHcPToUQSDwZjHV1VV4aSTToqbkCMiIiKijmloaLDdjzdCoLPTZ6h27tyJP/zhD9i8eXO768zkGBERESWumydjWLx4Mb797W+juLgYn332GdatW4ft27djy5YtyM/Px+zZs7Fw4UL069cPeXl5uOWWWxAMBs2u9n/6059QW1uL8ePHo1evXti6dSt+/vOf4z/+4z+6tyFEREREqS5JcV575pY9/fTTUVVVZU6fMWvWLOzYsaPd5zx48CCmTp2KJUuW4MILL2z38UyOERERUcqqq6vDzJkzcezYMeTn52P06NHYsmULvvWtbwEAHn74Yfh8PkyfPh1NTU0oLS3FypUrzeOzs7Px2GOP4bbbboMQAsOGDcNDDz2EOXPm9FSTiIiIiDKa29yyscjpMwCgpKQEe/fuxYoVK3DllVea02eovcfcps+orq7GxIkTMXfuXNx9990dqjMn5CciIqK4zIlaEQLQyYla0QCgcxO1EhEREVFypFqcN2HCBBQXF2PFihUYMGAAnnnmGdv0GSNGjLBNyP/GG29gwoQJmDVrFh544IEO15w9x4iIiIiIiIiIqFt1dvqMgwcPYsKECSgtLcXChQvNucj8fj8GDBjQrrowOUZERERERERERN2qs9NnbNiwAR9++CGefvppPP300+b2IUOG4MiRI+2qC4dVEhERUVyp1t2eiIiIiJKDcZ6BPceIiIgoQS3RW2fLICIiIqLU4u04j8kxIiIiSlA4eutsGURERESUWrwd5/l6ugJEREREREREREQ9hT3HiIiIKEHe7m5PRERElLm8HecxOUZEREQJ8nZ3eyIiIqLM5e04j8MqiYiIiIiIiIjIs9hzjIiIiBIURue7y6fvN4pEREREmcvbcR6TY0RERJQgb89FQURERJS5vB3ncVglERERERERERF5FnuOERERUYK8PVErERERUebydpzH5BgRERElyNtzURARERFlLm/HeRxWSUREREREREREnsWeY0RERJQgb3e3JyIiIspc3o7zmBwjIiKiBHl7FSMiIiKizOXtOI/DKomIiIiIiIiIyLPYc4yIiIgS5O3u9kRERESZy9txHpNjRERElCBvr2JERERElLm8HedxWCUREREREREREXkWe44RERFRgrzd3Z6IiIgoc3k7zmNyjIiIiBLk7VWMiIiIiDKXt+M8DqskIiIiIiIiIiLPYs8xIiIiSpC3u9sTERERZS5vx3lMjhEREVGCvL2KEREREVHm8nacx2GVRERERERERETkWew5RkRERAnydnd7IiIioszl7TiPyTEiIiJKkLdXMSIiIiLKXN6O8ziskoiIiIiIiIiIPIs9x4iIiChB3v5GkYiIiChzeTvOY3KMiIiIEuTtuSiIiIiIMpe34zwOqyQiIiIiIiIiIs9izzEiIiJKUBid7y6fvt8oEhEREWUub8d5TI4RERFRgrzd3Z6IiIgoc3k7zuOwSiIiIiIiIiIi8iz2HCMiIqIEtaDzoUP6rmJERERElLm8HecxOUZEREQJ8nZ3eyIiIqLM5e04j8MqiYiIiIiIiIjIs9hzjIiIiBLk7VWMiIiIiDKXt+M8JseIiIgoQd7ubk9ERESUubwd53FYJREREREREREReRZ7jhEREVGCWgD4k1AGEREREaUWb8d5TI4RERFRgrzd3Z6IiIgoc3k7zmNyjIiIiBLUlCJlEBEREVFyeTvOY3KMiIiI4goEAigsLERNzcNJKa+wsBCBQCApZRERERFRxzHOM2hCCNHTlSAiIqLU1tjYiObm5qSUFQgE0KtXr6SURURERESdwziPyTEiIiIiIiIiIvIwX09XgIiIiIiIiIiIqKcwOUZERERERERERJ7F5BgREREREREREXkWk2NERERERERERORZTI4REREREREREZFnMTlGRERERERERESexeQYERERERERERF51v8D7e6CoxNopoMAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 2, figsize=(15, 5))\n", + "wg_data[\"temperature\"].temperature.plot(grid=False, cmap=\"jet\", ax=ax[0])\n", + "wg_data.simulation.plot_structures(y=0, fill=False, ax=ax[0])\n", + "rib_data[\"temperature\"].temperature.plot(grid=False, cmap=\"jet\", ax=ax[1])\n", + "rib_data.simulation.plot_structures(y=0, fill=False, ax=ax[1])\n", + "ax[0].set_xlim(-4, 4)\n", + "ax[0].set_ylim(-1, 2.5)\n", + "ax[1].set_xlim(-4, 4)\n", + "ax[1].set_ylim(-1, 2.5)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "ad671dfa-a4ae-49ae-8428-cd1b05bef891", + "metadata": {}, + "source": [ + "We also plot the temperature profile as a function of distance from the center of the waveguides." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "b3503466-cda2-473c-8490-91db76d96e1c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wg_line = (\n", + " wg_data[\"temperature\"].temperature.plane_slice(axis=2, pos=wg_height / 2).sel(x=slice(0, 15))\n", + ")\n", + "rib_line = (\n", + " rib_data[\"temperature\"].temperature.plane_slice(axis=2, pos=wg_height / 2).sel(x=slice(0, 15))\n", + ")\n", + "\n", + "plt.plot(wg_line.x, np.squeeze(wg_line.values), label=\"TiN\", color=\"red\", linewidth=3)\n", + "plt.plot(rib_line.x, np.squeeze(rib_line.values), label=\"N$_{++}$\", color=\"blue\", linewidth=3)\n", + "plt.legend()\n", + "plt.xlim(0, 15)\n", + "plt.ylim(300, 316)\n", + "plt.xlabel(\"Distance from waveguide center in x [μm]\")\n", + "plt.ylabel(\"T [K]\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "6160f6b6-36fb-4fcd-8793-f5e292b77b2b", + "metadata": {}, + "source": [ + "## Transient Heat Simulation\n", + "\n", + "The previous heat simulations were steady-state heat simulations. To determine the temperature profile starting from the reference temperature while the heater heats the simulation, we will need to define an [`UnsteadyHeatAnalysis`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.UnsteadyHeatAnalysis.html#tidy3d.UnsteadyHeatAnalysis) spec to our heat simulation.\n", + "

\n", + "Our `UnsteadyHeatAnalysis` spec calculates the heat distribution at a set number of timesteps until it reaches the specified simulation time. The spec then takes as input the initial temperature, then an [`UnsteadySpec`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.UnsteadySpec.html#tidy3d.UnsteadySpec) which specifies the length of time for each timestep in the analysis and the total simulation time." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "5a1e52cc-9da6-4a18-a54c-3db9659b8971", + "metadata": {}, + "outputs": [], + "source": [ + "heat_sim_time = 60e-6\n", + "heat_time_step = 1e-6\n", + "\n", + "turn_on = td.UnsteadyHeatAnalysis(\n", + " initial_temperature=ref_temp,\n", + " unsteady_spec=td.UnsteadySpec(\n", + " time_step=heat_time_step, total_time_steps=heat_sim_time / heat_time_step\n", + " ),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "e99c98a4-70dd-415a-8634-b508949c1186", + "metadata": {}, + "source": [ + "Add the UnsteadyHeatAnalysis object to the heat simulation to make it a transient heat simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "2ea7ea5d-76fa-4c1d-b0f4-4a3abbc78947", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "wg_on = wg_sim.updated_copy(analysis_spec=turn_on)\n", + "rib_on = rib_sim.updated_copy(analysis_spec=turn_on)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "c8e32f6a-0341-43b8-82b7-89f9c978f321", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
18:25:58 EDT Created task 'wg on' with resource_id                              \n",
+       "             'hec-dde9e312-b850-41ff-b58c-77c735e9ea40' and task_type           \n",
+       "             'HEAT_CHARGE'.                                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:25:58 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'wg on'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'hec-dde9e312-b850-41ff-b58c-77c735e9ea40'\u001b[0m and task_type \n", + "\u001b[2;36m \u001b[0m\u001b[32m'HEAT_CHARGE'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Tidy3D's HeatCharge solver is currently in the beta stage. Cost of \n",
+       "             HeatCharge simulations is subject to change in the future.         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTidy3D's HeatCharge solver is currently in the beta stage. Cost of \n", + "\u001b[2;36m \u001b[0mHeatCharge simulations is subject to change in the future. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "fac0aaf2303543ceabdb1b8ce9afb0a9", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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18:25:59 EDT Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
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             status = success                                                   \n",
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18:26:00 EDT loading simulation from thermo-optic_shifter/wg_on.hdf5            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:26:00 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from thermo-optic_shifter/wg_on.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
18:26:01 EDT Created task 'rib on' with resource_id                             \n",
+       "             'hec-430a348e-e776-4d90-8a25-1c6b488038e2' and task_type           \n",
+       "             'HEAT_CHARGE'.                                                     \n",
+       "
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             Tidy3D's HeatCharge solver is currently in the beta stage. Cost of \n",
+       "             HeatCharge simulations is subject to change in the future.         \n",
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18:26:02 EDT Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:26:02 EDT\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             status = success                                                   \n",
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+      ],
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+     },
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18:26:03 EDT loading simulation from thermo-optic_shifter/rib_on.hdf5           \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:26:03 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from thermo-optic_shifter/rib_on.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wg_on_data = web.run(wg_on, task_name=\"wg on\", path=\"thermo-optic_shifter/wg_on.hdf5\")\n", + "rib_on_data = web.run(rib_on, task_name=\"rib on\", path=\"thermo-optic_shifter/rib_on.hdf5\")" + ] + }, + { + "cell_type": "markdown", + "id": "c75486a9-ad33-45d1-adf5-5dd226b65c3a", + "metadata": {}, + "source": [ + "We plot the change in temperature fraction of $\\Delta T_\\pi$ vs time. Dashed and full lines represent $1/e$ temperature changes for turn-on and turn-off heat sources from the paper." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "72f68048-8cff-4210-b7ce-7ebea2835369", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "delta_T_pi = wvl0 / (2 * length * Si_dndT)\n", + "\n", + "wg_t_time = wg_on_data.data[0].temperature.sel(x=0, z=0)\n", + "rib_t_time = rib_on_data.data[0].temperature.sel(x=0, z=0)\n", + "\n", + "plt.plot(\n", + " wg_t_time.t,\n", + " (np.squeeze(wg_t_time.values) - ref_temp) / delta_T_pi,\n", + " label=\"TiN\",\n", + " color=\"red\",\n", + " linewidth=3,\n", + " linestyle=\"--\",\n", + ")\n", + "plt.plot(\n", + " rib_t_time.t,\n", + " (np.squeeze(rib_t_time.values) - ref_temp) / delta_T_pi,\n", + " label=\"N$_{++}$\",\n", + " color=\"blue\",\n", + " linewidth=3,\n", + " linestyle=\"--\",\n", + ")\n", + "plt.plot([0, heat_sim_time * 1e6], [1 - 1 / np.e, 1 - 1 / np.e], color=\"black\", linestyle=\"--\")\n", + "plt.plot([0, heat_sim_time * 1e6], [1 / np.e, 1 / np.e], color=\"black\")\n", + "plt.legend()\n", + "plt.xlim(0, heat_sim_time * 1e6)\n", + "plt.ylim(0, 1)\n", + "plt.xlabel(\"Time [μs]\")\n", + "plt.ylabel(r\"$\\Delta T/\\Delta T_\\pi$\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "658f0c6d-01e8-41d6-b769-86dd230978fa", + "metadata": {}, + "source": [ + "To plot the temperature distribution through time, we can add an ipywidget slider to display the temperature distribution at various times." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "5347972d-c318-4692-a001-159868872b0c", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "37851da7bcfd47a7a334079c202378cd", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.0, description='x', max=60.0, readout_format='.3f', step=None), Outp…" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import ipywidgets as widgets\n", + "\n", + "times = np.linspace(0, 60, 61)\n", + "\n", + "field_slider = widgets.FloatSlider(\n", + " value=0,\n", + " min=times[0],\n", + " max=times[-1],\n", + " step=None,\n", + " disabled=False,\n", + " continuous_update=True,\n", + " orientation=\"horizontal\",\n", + " readout=True,\n", + " readout_format=\".3f\",\n", + ")\n", + "\n", + "\n", + "def update_wg_plot(x):\n", + " if x not in times:\n", + " x = min(times, key=lambda ll: abs(ll - x))\n", + " wg_on_data[\"temperature\"].temperature.sel(t=x, method=\"nearest\").plot(\n", + " grid=False, cmap=\"jet\", vmax=np.max(wg_on_data[\"temperature\"].temperature.values)\n", + " )\n", + " plt.xlim(-5, 5)\n", + " plt.show()\n", + "\n", + "\n", + "widgets.interactive(update_wg_plot, x=field_slider)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "6c098a3f-8025-4a47-9b77-31b202e7321e", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0200a77de2a74072856bae20b64fd080", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.0, description='x', max=60.0, readout_format='.3f', step=None), Outp…" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def update_rib_plot(x):\n", + " if x not in times:\n", + " x = min(times, key=lambda ll: abs(ll - x))\n", + " rib_on_data[\"temperature\"].temperature.sel(t=x, method=\"nearest\").plot(\n", + " grid=False, cmap=\"jet\", vmax=np.max(rib_on_data[\"temperature\"].temperature.values)\n", + " )\n", + " plt.xlim(-5, 5)\n", + " plt.show()\n", + "\n", + "\n", + "widgets.interactive(update_rib_plot, x=field_slider)" + ] + }, + { + "cell_type": "markdown", + "id": "a0338f58-bdce-4534-af71-e958156c7fdc", + "metadata": {}, + "source": [ + "## Optical Mode Simulations\n", + "\n", + "Using the temperature data of the steady-state heat simulations, we perturb the optical properties of the mediums in preparation for our optical simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "b6aeff8f-2fed-4549-8988-b8936b4af7a1", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "wg_perturbed_scene = wg_scene.perturbed_mediums_copy(temperature=wg_data[\"temperature\"].temperature)\n", + "\n", + "rib_perturbed_scene = rib_scene.perturbed_mediums_copy(\n", + " temperature=rib_data[\"temperature\"].temperature\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "4e0a5749-355a-4c53-a10d-5ea6701b04f7", + "metadata": {}, + "source": [ + "For both waveguide structures, we will create a list of structures with only the perturbed optical mediums of the scene." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "fc41d174-5701-45f9-91bc-e562c99b65c0", + "metadata": {}, + "outputs": [], + "source": [ + "def get_optical_structures(scene):\n", + " optical_structures = []\n", + " for structure in scene.structures:\n", + " optical_medium = structure.medium.optical\n", + " if optical_medium is None:\n", + " optical_medium = scene.medium.optical\n", + " optical_structures.append(structure.updated_copy(medium=optical_medium))\n", + " return optical_structures" + ] + }, + { + "cell_type": "markdown", + "id": "422f090a-1218-43ba-932f-43d252e0bca4", + "metadata": {}, + "source": [ + "Now we create optical simulations using the perturbed optical mediums." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "0d7a96ef-7225-4bcd-98fa-830005a22ad7", + "metadata": {}, + "outputs": [], + "source": [ + "optical_sim_size = (8, 0, 4)\n", + "optical_sim_center = (0, 0, 1)\n", + "\n", + "wg_optic = td.Simulation(\n", + " center=optical_sim_center,\n", + " size=optical_sim_size,\n", + " structures=get_optical_structures(wg_perturbed_scene),\n", + " run_time=1e-15,\n", + " grid_spec=td.GridSpec.auto(min_steps_per_wvl=50, wavelength=wvl0),\n", + " medium=SiO2_perturb.perturbed_copy(temperature=wg_data[\"temperature\"].temperature),\n", + ")\n", + "\n", + "rib_optic = wg_optic.updated_copy(\n", + " structures=get_optical_structures(rib_perturbed_scene),\n", + " medium=SiO2_perturb.perturbed_copy(temperature=rib_data[\"temperature\"].temperature),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "648697cb-8f1d-43fa-be22-61fba0517677", + "metadata": {}, + "source": [ + "We now construct the mode solving simulations for the perturbed mediums." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "c952be4f-52d7-499c-b7a2-45f2316461c2", + "metadata": {}, + "outputs": [], + "source": [ + "from tidy3d.plugins.mode import ModeSolver\n", + "\n", + "mode_solver_plane = td.Box.from_bounds(rmin=(-5, 0, -1.5), rmax=(5, 0, 2))\n", + "mode_spec = td.ModeSpec(num_modes=1, precision=\"double\")\n", + "\n", + "wg_mode_solver = ModeSolver(\n", + " simulation=wg_optic, plane=mode_solver_plane, mode_spec=mode_spec, freqs=[freq0]\n", + ")\n", + "\n", + "rib_mode_solver = ModeSolver(\n", + " simulation=rib_optic, plane=mode_solver_plane, mode_spec=mode_spec, freqs=[freq0]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "eccfe08a-32dd-4be0-a02c-4db70b9d3105", + "metadata": {}, + "source": [ + "We now run the mode solvers." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "9db08948-3a4e-44c6-bc47-02ee6f2f8cf1", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
18:26:04 EDT Created task 'wg mode' with resource_id                            \n",
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+       "             'MODE_SOLVER'.                                                     \n",
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18:26:06 EDT status = success                                                   \n",
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18:26:08 EDT loading simulation from simulation_data.hdf5                       \n",
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             Created task 'rib mode' with resource_id                           \n",
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+       "             'MODE_SOLVER'.                                                     \n",
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18:26:11 EDT status = success                                                   \n",
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18:26:14 EDT loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m18:26:14 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wg_mode_data = web.run(wg_mode_solver, task_name=\"wg mode\", reduce_simulation=True)\n", + "rib_mode_data = web.run(rib_mode_solver, task_name=\"rib mode\", reduce_simulation=True)" + ] + }, + { + "cell_type": "markdown", + "id": "f9ef67b6-cc74-4216-ae75-fbf75bd008b9", + "metadata": {}, + "source": [ + "We plot the mode field profiles to ensure the mode solving was done correctly." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "0d1298ca-a245-468c-91dc-66901cbcbd37", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 2, figsize=(15, 5))\n", + "\n", + "wg_mode_solver.plot_field(field_name=\"E\", val=\"abs\", ax=ax[0])\n", + "rib_mode_solver.plot_field(field_name=\"E\", val=\"abs\", ax=ax[1])\n", + "ax[0].set_xlim(-2, 2)\n", + "ax[0].set_ylim(-0.5, 0.8)\n", + "ax[1].set_xlim(-2, 2)\n", + "ax[1].set_ylim(-0.5, 0.8)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "62ded028-d006-4cfe-91c0-13afac8674ce", + "metadata": {}, + "source": [ + "Finally we use the computed mode data to find the loss:" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "2e96f5d6-ae16-4ea0-9043-297728e44e44", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Attenuation: 0.0 dB/cm for the strip waveguide and 0.315 dB/cm for the rib waveguide.\n" + ] + } + ], + "source": [ + "alpha_wg = wg_mode_data.modes_info[\"loss (dB/cm)\"].item()\n", + "alpha_rib = rib_mode_data.modes_info[\"loss (dB/cm)\"].item()\n", + "\n", + "print(\n", + " f\"Attenuation: {alpha_wg} dB/cm for the strip waveguide and {round(alpha_rib, 3)} dB/cm for the rib waveguide.\"\n", + ")" + ] + } + ], + "metadata": { + "applications": [ + "Active photonic integrated circuit components", + "Nanophotonics", + "Heat" + ], + "description": "This example demonstrates the usage of the Tidy3D's steady and unsteady heat analyses to compare the performances of thermo-optic phase-shifters based on TiN metal and N++ doped silicon in the silicon-on-insulator (SOI) platform.", + "feature_image": "./img/transient_thermooptic.png", + "features": [ + "Heat" + ], + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "silicon, SOI, Tidy3D, heat", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + }, + "title": "Transient heat analysis of thermo-optic phase-shifters" + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/case_studies/pic_active.rst b/docs/case_studies/pic_active.rst index e540ab90..508c5a16 100644 --- a/docs/case_studies/pic_active.rst +++ b/docs/case_studies/pic_active.rst @@ -13,3 +13,4 @@ At the moment, Tidy3D’s heat solver can be used with the FDTD solver to model ../../MachZehnderModulator ../../ThermoOpticDopedModulator ../../HeatDissipationSOI + ../../TransientThermoOpticShifter diff --git a/docs/features/heat.rst b/docs/features/heat.rst index ce6d4bbb..0e2c9b19 100644 --- a/docs/features/heat.rst +++ b/docs/features/heat.rst @@ -8,4 +8,5 @@ This section introduces the HEAT solver, a Tidy3D feature that solves the steady :maxdepth: 1 ../../HeatSolver - 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TransientThermoOpticShifter.ipynb | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/TransientThermoOpticShifter.ipynb b/TransientThermoOpticShifter.ipynb index bee7969f..492d615c 100644 --- a/TransientThermoOpticShifter.ipynb +++ b/TransientThermoOpticShifter.ipynb @@ -2383,14 +2383,15 @@ ], "metadata": { "applications": [ - "Active photonic integrated circuit components", - "Nanophotonics", - "Heat" + "Active photonic integrated circuit components" ], "description": "This example demonstrates the usage of the Tidy3D's steady and unsteady heat analyses to compare the performances of thermo-optic phase-shifters based on TiN metal and N++ doped silicon in the silicon-on-insulator (SOI) platform.", "feature_image": "./img/transient_thermooptic.png", "features": [ - "Heat" + "Heat", + "Mode analysis", + "2D simulation", + "Perturbation medium" ], "kernelspec": { "display_name": "Python 3 (ipykernel)", @@ -2408,7 +2409,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.0" }, "title": "Transient heat analysis of thermo-optic phase-shifters" }, From 422c0103498222105287227db2c85e843b8d958f Mon Sep 17 00:00:00 2001 From: FilipeFcp Date: Thu, 9 Oct 2025 11:14:45 -0300 Subject: [PATCH 07/17] LED LEE calculation example (#385) LED LEE calculation example --- LedLEECalculation.ipynb | 1 + docs/case_studies/nanophotonics.rst | 1 + docs/case_studies/pic_active.rst | 1 + img/squareLED.png | Bin 0 -> 89197 bytes 4 files changed, 3 insertions(+) create mode 100644 LedLEECalculation.ipynb create mode 100644 img/squareLED.png diff --git a/LedLEECalculation.ipynb b/LedLEECalculation.ipynb new file mode 100644 index 00000000..4fddef13 --- /dev/null +++ b/LedLEECalculation.ipynb @@ -0,0 +1 @@ +{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# Light extraction efficiency calculation of a square-shaped \u00b5-LED\n", "\n", "**Note: The FC cost of running this notebook is larger than 100 FCs.**\n", "\n", "Micro-light-emitting diodes (\u00b5-LEDs) based on InGaN have attracted significant attention as next-generation display technologies, with potential applications ranging from high-resolution panels to augmented and virtual reality systems. As \u00b5-LED dimensions shrink, ensuring high internal quantum efficiency (IQE) and, critically, light extraction efficiency (LEE) becomes increasingly challenging. LEE, in particular, is strongly influenced by structural parameters such as chip cross-sectional geometry, lateral size, and p-GaN thickness.\n", "\n", "The finite-difference time-domain (FDTD) method is a powerful tool for predicting and optimizing LEE, allowing systematic evaluation of design variations. These simulations, however, can be very computationally expensive and time-consuming, especially when sweeping a large number of parameters.\n", "\n", "Hence, Tidy3D GPU-accelerated solver is the perfect tool to tackle these problems, where large simulations can be handled extremely fast, and in parallel. This makes it possible to complete in just a few hours a workload that would take weeks using other solvers on traditional HPC systems.\n", "\n", "In this notebook, we will reproduce some results from the paper by `Han-Youl Ryu, Jeongsang Pyo, and Hyun Yeol Ryu, *\"Light Extraction Efficiency of GaN-Based Micro-Scale Light-Emitting Diodes Investigated Using Finite-Difference Time-Domain Simulation,\"* IEEE Photonics Journal (2020)`. [DOI:10.1109/JPHOT.2020.2977401](https://ieeexplore.ieee.org/document/9019847). \n", "\n", "First, we will calculate the LEE of a square LED as a function of its cross-sectional size and reflector absorption. Next, we will investigate the relation between LEE and p-GaN layer thickness. Finally, we will verify that, for larger LED sizes, the LEE is well represented by just a single dipole at the center, and that simulating and averaging multiple dipoles at different positions has little effect, greatly reducing computational cost.\n", "\n", "\"Schematic\n", "\n", "For more information, please refer to our [learning center](https://www.flexcompute.com/tidy3d/examples/), where you can find more examples involving [LEDs](https://www.flexcompute.com/tidy3d/examples/notebooks/BlueMicroLED/) among many other structures."]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": ["import matplotlib.pyplot as plt\n", "import numpy as np\n", "import tidy3d as td\n", "import tidy3d.web as web"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Since the notebook explores many parameter spaces, the cost of running it in full is quite high. For this reason, the global `RUN` parameter is set to `False` by default, to prevent unintentional execution."]}, {"cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": ["RUN = False"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Simulation Setup\n", "\n", "First we will define global parameters that will be used in the simulation"]}, {"cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": ["# Set logging level to ERROR to avoid too many messages related to long runtimes\n", "td.config.logging_level = \"ERROR\"\n", "\n", "# Operation wavelength and frequency\n", "wl1 = 0.440\n", "wl2 = 0.480\n", "\n", "f1 = td.C_0 / wl2\n", "f2 = td.C_0 / wl1\n", "\n", "fwidth = (f2 - f1) / 2\n", "freq0 = f1 + fwidth\n", "wl0 = td.C_0 / freq0\n", "\n", "source_time = td.GaussianPulse(freq0=freq0, fwidth=fwidth)\n", "\n", "# Define heights\n", "nGanHeight = 3\n", "MQWHeight = 0.05\n", "reflectorThickness = 0.5\n", "\n", "# Wavelength to monitor LEE\n", "wvl_analysis = np.linspace(0.469, 0.472, 11)\n", "freq_analysis = td.C_0 / wvl_analysis"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Next we will define an auxiliary function to create the LED structure. The structure is defined by a stack of p-GaN, InGaN MQW and n-GaN on top of a silver reflector."]}, {"cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": ["def createStructure(pGanHeight=0.1, size=3, GANExtinctionCoef=30):\n", " \"\"\"\n", " Create a layered \u00b5-LED structure.\n", "\n", " Parameters\n", " ----------\n", " pGanHeight : float\n", " Thickness of the p-GaN layer (in \u00b5m).\n", " size : float\n", " Lateral size of the LED (in \u00b5m).\n", " GANExtinctionCoef : float\n", " Extinction coefficient of GaN (in cm\u207b\u00b9).\n", "\n", " Returns\n", " -------\n", " structure : list\n", " List of Tidy3D Structure objects representing the LED layers.\n", " z_MQW_center : float\n", " z-coordinate of the MQW layer center.\n", " MQWHeight : float\n", " Thickness of the MQW region (in \u00b5m).\n", " dimensions : tuple\n", " Overall dimensions of the LED (Lx, Ly, total height).\n", " \"\"\"\n", "\n", " L = size\n", "\n", " # Define materials\n", " reflectorThickness = 0.5\n", " kGan = GANExtinctionCoef * (wl0 * 10**-4) / (4 * np.pi)\n", " nGanMedium = td.Medium.from_nk(n=2.45, k=kGan, freq=freq0)\n", " MQWMedium = td.Medium.from_nk(n=2.49, k=0, freq=freq0)\n", " pGanMedium = td.Medium.from_nk(n=2.45, k=kGan, freq=freq0)\n", " reflectorMedium = td.Lorentz.from_nk(n=0.14, k=2.47, freq=freq0)\n", "\n", " # Compute z centers\n", " z_reflector_center = reflectorThickness / 2\n", " z_pGan_center = reflectorThickness + pGanHeight / 2\n", " z_MQW_center = reflectorThickness + pGanHeight + MQWHeight / 2\n", " z_nGan_center = reflectorThickness + pGanHeight + MQWHeight + nGanHeight / 2\n", "\n", " reflector_box = td.Box(\n", " center=(0, 0, z_reflector_center - 50), size=(10 * L, 10 * L, reflectorThickness + 100)\n", " )\n", " pGan_box = td.Box(center=(0, 0, z_pGan_center), size=(L, L, pGanHeight))\n", " MQW_box = td.Box(center=(0, 0, z_MQW_center), size=(L, L, MQWHeight))\n", " nGan_box = td.Box(center=(0, 0, z_nGan_center), size=(L, L, nGanHeight))\n", "\n", " # Create structure list with materials\n", " structure = [\n", " td.Structure(geometry=reflector_box, medium=reflectorMedium, name=\"reflector\"),\n", " td.Structure(geometry=pGan_box, medium=pGanMedium, name=\"pGan\"),\n", " td.Structure(geometry=MQW_box, medium=MQWMedium, name=\"MQW\"),\n", " td.Structure(geometry=nGan_box, medium=nGanMedium, name=\"nGan\"),\n", " ]\n", "\n", " total_height = reflectorThickness + pGanHeight + MQWHeight + nGanHeight\n", "\n", " return structure, z_MQW_center, MQWHeight, (L, L, total_height)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Next, we will define a function to return the [Simulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html) object. The source is a [PointDipole](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PointDipole.html). We will add a normalization monitor at the MQW to record the emitted power, along with two other [FluxMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FluxMonitor.html)s to record the total extracted power and the extracted power in the z+ direction.\n", "\n", "We will also define an auxiliary function to automatically set the appropriate symmetry when applicable, based on the source position.\n", "\n", "Since some \u00b5-LEDs can be relatively large, and the fields can remain confined inside the structure for a long time, we will increase the [shutoff](https://www.flexcompute.com/tidy3d/learning-center/tidy3d-gui/Lecture-8-Run-Time-and-Shutoff/) parameter from the default value of 1e-5 to 1e-4.\n"]}, {"cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": ["def parseSymmetry(geometrySymmetry, polarization, posx, posy=0):\n", " \"\"\"Parse geometry symmetry and polarization to set Tidy3D symmetry flags.\n", "\n", " Parameters\n", " ----------\n", " geometrySymmetry : tuple of bool\n", " Symmetry along (x, y, z) axes.\n", " polarization : str\n", " Dipole polarization (\"Ex\", \"Ey\", or \"Ez\").\n", " posx : float\n", " x-position of the source (\u00b5m).\n", " posy : float, optional\n", " y-position of the source (\u00b5m), default is 0.\n", "\n", " Returns\n", " -------\n", " list of int\n", " Symmetry settings for (x, y, z), with 0 for none, \u00b11 for symmetry/antisymmetry.\n", " \"\"\"\n", "\n", " if polarization == \"Ex\":\n", " sym = (-1 if geometrySymmetry[0] else 0, 1 if geometrySymmetry[1] else 0, 0)\n", " elif polarization == \"Ey\":\n", " sym = (1 if geometrySymmetry[0] else 0, -1 if geometrySymmetry[1] else 0, 0)\n", " elif polarization == \"Ez\":\n", " sym = (1 if geometrySymmetry[0] else 0, 1 if geometrySymmetry[1] else 0, 0)\n", "\n", " return [sym[0] if posx == 0 else 0, sym[1] if posy == 0 else 0, 0]"]}, {"cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": ["def getSim(\n", " pGanHeight=0.1,\n", " size=20,\n", " pad=1,\n", " padz=1,\n", " min_steps_per_wvl=12,\n", " GANExtinctionCoef=30,\n", " background_medium=td.Medium.from_nk(n=1.5, k=0, freq=freq0),\n", " source_position=(0, 0),\n", " polarization=\"Ex\",\n", " symmetry=(1, 1, 0),\n", "):\n", " \"\"\"Build a Tidy3D simulation of a square \u00b5-LED with dipole excitation.\n", "\n", " Parameters\n", " ----------\n", " pGanHeight : float\n", " Thickness of the p-GaN layer (\u00b5m).\n", " size : float\n", " Lateral size of the LED (\u00b5m).\n", " pad : float\n", " Padding in x and y directions (\u00b5m).\n", " padz : float\n", " Padding in z direction (\u00b5m).\n", " min_steps_per_wvl : int\n", " Minimum grid steps per wavelength.\n", " GANExtinctionCoef : float\n", " Extinction coefficient of GaN (cm\u207b\u00b9).\n", " background_medium : td.Medium\n", " Background medium of the simulation.\n", " source_position : tuple\n", " (x, y) position of the dipole source (\u00b5m).\n", " polarization : str\n", " Dipole polarization (\"Ex\", \"Ey\", or \"Ez\").\n", " symmetry : tuple\n", " Symmetry settings for the simulation.\n", "\n", " Returns\n", " -------\n", " td.Simulation\n", " Configured Tidy3D simulation with structures, source, and monitors.\n", " \"\"\"\n", "\n", " structures, QWCenter, QWHeight, structure_size = createStructure(\n", " pGanHeight=pGanHeight, size=size, GANExtinctionCoef=GANExtinctionCoef\n", " )\n", "\n", " x, y = source_position\n", " zPosition = QWCenter\n", " dipole = td.PointDipole(\n", " center=(x, y, zPosition),\n", " polarization=polarization,\n", " source_time=source_time,\n", " name=f\"dipole_{x}_{y}_{polarization}\",\n", " )\n", "\n", " symmetry = parseSymmetry(symmetry, polarization, x, y)\n", "\n", " grid_spec = td.GridSpec.auto(min_steps_per_wvl=min_steps_per_wvl, wavelength=wl1)\n", "\n", " boundary_spec = td.BoundarySpec(\n", " x=td.Boundary(minus=td.PML(), plus=td.PML()),\n", " y=td.Boundary(minus=td.PML(), plus=td.PML()),\n", " z=td.Boundary(minus=td.Absorber(), plus=td.PML()),\n", " )\n", "\n", " sim_size = [i + 2 * pad for i in structure_size[:2]] + [2 * padz + structure_size[2]]\n", " sim_center = [0, 0, structure_size[2] / 2 + padz]\n", "\n", " # Monitors\n", "\n", " norm_flux_monitor = td.FluxMonitor(\n", " center=structures[2].geometry.center,\n", " size=structures[2].geometry.size,\n", " name=\"norm_flux_monitor\",\n", " freqs=freq_analysis,\n", " )\n", "\n", " outside_flux_monitor = td.FluxMonitor(\n", " center=(sim_center[0], sim_center[1], sim_center[2] - pad / 2),\n", " size=[sim_size[0] - pad, sim_size[1] - pad, sim_size[2] - pad / 2],\n", " freqs=norm_flux_monitor.freqs,\n", " name=\"outside_flux_monitor\",\n", " exclude_surfaces=[\"z-\"],\n", " )\n", "\n", " lateral_flux_monitor = td.FluxMonitor(\n", " center=(sim_center[0], sim_center[1], sim_center[2] - pad / 2),\n", " size=[sim_size[0] - pad, sim_size[1] - pad, sim_size[2] - pad / 2],\n", " freqs=norm_flux_monitor.freqs,\n", " name=\"lateral_flux_monitor\",\n", " exclude_surfaces=[\"z-\", \"z+\"],\n", " )\n", "\n", " sim = td.Simulation(\n", " size=sim_size,\n", " center=sim_center,\n", " grid_spec=grid_spec,\n", " structures=structures,\n", " sources=[dipole],\n", " monitors=[norm_flux_monitor, outside_flux_monitor, lateral_flux_monitor],\n", " run_time=20e-12,\n", " boundary_spec=boundary_spec,\n", " medium=background_medium,\n", " symmetry=symmetry,\n", " shutoff=1e-4,\n", " )\n", "\n", " return sim"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Now we can plot and inspect the geometry."]}, {"cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [{"data": {"text/html": ["\n", "
\n", " \n", " "], "text/plain": [""]}, "metadata": {}, "output_type": "display_data"}], "source": ["sim = getSim()\n", "sim.plot_3d()"]}, {"cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [{"data": {"image/png": 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fp7y8nL322qvbzy2EEEKI7iFDFkWX3XzzzTz11FMcfvjhuZTw69atY8mSJaxcuTIvLXtrQ4cOZfbs2cydO5ejjjqK4447jvfee4+7776bAw88kNNOOw2AZ555hosuuoiTTjqJ3XffHd/3efjhh7FtmxNPPBGAefPm8cILL3D00UczZswYNmzYwN13383o0aPbTX/emeO++93v8rvf/Y7zzjuPZ599li9/+csEQcC7777L7373O/785z9zwAEHsNtuu3HNNddw4403cthhh3HCCScQjUb561//yqhRo5g/fz4Q9s7cc8893HTTTey2224MGzYslyCkpUgkwk9+8hPOOussDj/8cGbMmJFLe7/zzjtz+eWXb+nLlueQQw6hsrKSM844g0suuQSlFA8//HDBoGD//fdn8eLFzJo1iwMPPJDS0lKOPfbYgue95JJL+Oyzz7jyyiv57W9/m7dvn332YZ999gG2bA7Z6NGjueyyy7j11ltJp9MceOCBLF26lBdffJFHHnkkbxjf7Nmz+dWvfsWaNWty66Ydf/zxTJkyhfnz57Nx40b23Xdfli5dysqVK/mv//qvXMKQv/zlL5x++ukMHjyYKVOm8Mgjj7R57nbZZZd223r88cfzhz/8oc3wSoB33nmHb37zmxx33HF8+umn3HXXXZSXl/Pyyy/zm9/8ps0ct62xfPlyjj32WJlDJoQQQmzL+iK1o+j/PvroI3P66aeboUOHmmg0anbZZRdz4YUXmlQqZYzZnLa7UGp8Y8I09+PHjzeRSMQMHz7cnH/++WbTpk25/f/617/M9773PbPrrruaWCxmdthhB/O1r33NPP3007kyK1asMMcff7wZNWqUcV3XjBo1ysyYMcP885//bLftnT3O8zzzk5/8xOy1114mGo2ayspKs//++5u5c+ea2travLIPPPCA2W+//XLlDj/8cLN8+fLc/qqqKnP00UebQYMGGSCXorx12vusxYsX5863ww47mFNPPdV88skneWXOOOMMU1JS0ubxXX/99aYzf9ovvfSSOfjgg008HjejRo0yV155pfnzn//cpj0NDQ3mP/7jP0xFRYUB2k2Bf/jhhxdNYV8o3XtXBUFgbr75ZjNmzBjjuq7Za6+9zK9//es25bJLAqxZsyZve319vbn00kvNiBEjjOu6Zu+9925zfPa9W+zWMhV/MX/7298M0GbZBMDMmjXLnHTSSSYej5uRI0eaBQsWmIULF5pEImHOPvvsvDa0/vvJvratl2wo9F545513DJD3NyOEEEKIbY8ypgfGyQghxAA3ZcoURo0axcMPP5zbppTi+uuv54Ybbujx+i+77DJeeOEFXn/9dekhE0IIIbZhModMCCF6wM0338zixYtzSxn0purqau677z5uuukmCcaEEEKIbZzMIRNCiB4wadIkPM/rk7oHDx5MQ0NDn9QthBBCiK6RHjIhhBBCCCGE6CPSQyaEEL1EpuwKIYQQojXpIRNCCCGEEEKIPiI9ZN1Ia82nn37KoEGDZCK9EEL0ImMM9fX1jBo1CsuS7xqFEEL0HxKQdaNPP/2U+3+5ANTmp1VhsHUdiuJDlbSKAApl0gAYFQEMVub33mCUjcFB4aNMkNem9trerW1A5T321m3qLQP59fA1VH3uo3WYoj0ajaK1xvM8HMfBcRx838f3/R5rQ2uu62JZFqlUCiCvTb2l9WNv2abeGoYor8dmjuPgui7xeBwgtyj4jTfeyL///W9Gjx7da20RQgghtpYEZN1o0KBBoBxs28JWYEx46VxRVkbEaicgM9CQtEnrsFctYhlKYwGWivdSy0PNnkVTOvxm2VEwKBoQsWO92oZ0oKhP2RgDCkhENHFX92obBuzrYTQGzagxY1GWC4Dv+9TW1qJ1+BqUlJSQSCR6rg0FaK2pq6sjnQ4D4kgkQllZWa/3gjQ1NdHY2AiAZVmUl5fjOL37L1Rej80aGhqoqanJ/Z6tf9CgQb3aDiGEEGJrSUDWjbLDFG0Ftm2hTXhx70ZsInb7x1o21DSGFxRlJRq3ly/0AJwIpOrCNriOoSTeQaN7gAuktcLzw+dyUAlYqveHHw3E18OYAKM10VgUy9kcfKbTaZLJJAA77LBDnwwHi0QibNy4EQhTukej0V5vQywWy/UKxWIxysrKer0NIK9HlmVZ1NbWYozBsqxccCzDxYUQQvQ3MtB+G5D2obZJ4VgGxzLUNinSvTcCCQgDx9pGhVIG1zF4vqIx2fsXNo3JMBhzHYNShtpGhe7lxHTyemxWX19PMpkkFouhlKK6ujrXO9NbPM+jurqaSCRCJBKhurq619f30lpTXV2NUopYLEYymaS+vr5X2wDyemRprXO9Y5ZlobXu1WGbQgghRHeSHrIeYDI9YyZz89uZ/uT7UJdUOApK42HkUd+k+LxRURYz9EbHjDFhnb4hV6eVgvqkItAQj/ZORNScUjR5ioRriEdN7rnZVK8YlDD0xhffA/n1MAbQCivto7RHY2MjDQ0NlJaWUlJSQiwWY9OmTWzYsIHKyspe6YlIp9Ns2rQJx3EoLy8HyGtDJBLp8TYYY9i0aRO+7+fqtCyLmpoafN+npKSkx9sAyOuRkX09PM/Dtm1s28b3fYKg9+aZCiGEEN1JArJupjAYFFobDOE8Ms83BAW+xDY6nDPl2oaIbfAyX/BGIwYrUDR7EAkMPTpiz4RtUMqQcAyBgSANlmWIRxTpAEwSbLtng7IgUPjaEI8YLMuQyuTPSEQM6UDRmISInZlY1kMG/OthAGOhUx6BTpNOpykpKcG27dwQudLSUjzPo66uDtd1ezQIyCaKiEajuK6bGy4Yj8fxvDBgzCaY6CnGGDzPw7IsSktLCYKAIAiwbZuSkhI8z8MY0+NzyXzfl9eD/NejpKQkN5/OcRxZ400IIUS/JQFZN3NVHaUxm4gFvrZIBw4HjvqA0miqr5smRPu0j3JKGH7Q6Tjx4X3dGiHaVVtby5NPPkk0GiUSieSCVCGEEKK/kYCsm2ltiDgxXNdGBWB8i8FDv0BZonfneQjRVdpvwvhNVFaUESnZoa+bI0SHHMchEonguq7MIRNCCNFvSUDW3QwoZaGUjVJhxi/lxLF6fmqFEFtNB72bnEEIIYQQYqCTLItCCCGEEEII0Uekh6wvGAM63detECKfToNJQ7oOvN7JHChEpzhl0AfrrQkhhBC9QQKyvqDT8NnKvm6FEPl0ANqH/zcHnN5f6FeIog5YAG5FX7dCCCGE6BHylWMP6+U1W4UQQgghhBD9iPSQ9SDfh3RHa5Um1/dKW4TokMncql+Tr2rEtmHol/u6BUIIIUSPk4Csm9k26KCJZNKmtjmGa2tSNf8kmWyxDpkOINUQ3u8oYBOilxgj03SEEEIIIXqbBGTdzBjwTYQmL4ZjaSIO2G4ZdrTFGjnah9S68H42IIuUgpKrYdF3tNEoA1TuInPIRN/RHmz6v75uhRBCCNFrJCDrZoFWNHhxoo6iJKZIBw5OYiSRlknrAg+a1oT3/drwZySOjBMTfUnrAK19sNzwJoQQQgghetw2FwG88MILHHvssYwaNQqlFEuXLs3bb4xhzpw5jBw5kng8ztSpU1m9enWH5/3FL37BzjvvTCwWY9KkSfzlL3/J259MJrnwwgsZPHgwpaWlnHjiiaxf3/X5XUZFcJShvMSgVJcPb3kmucmtb24mkJvcevmGEEIIMWBtcz1kjY2N7Lvvvnzve9/jhBNOaLP/lltu4Wc/+xm/+tWvGDt2LNdddx3Tpk3j7bffJhaLFTzn4sWLmTVrFgsXLmTSpEnceeedTJs2jffee49hw4YBcPnll/PEE0+wZMkSysvLueiiizjhhBN46aWXuvwYSmMBlnK2YnqYCdeCEqI3GRPeGj8OJ0MK0VtKdwHkPSeEEGJg2uYCsm984xt84xvfKLjPGMOdd97Jtddey/HHHw/AQw89xPDhw1m6dCmnnHJKweNuv/12zjnnHM466ywAFi5cyBNPPMEDDzzA1VdfTW1tLffffz+PPvooRxxxBAAPPvgge+65J6+88goHH3xwwfOmUilSqc3JOurqJIgSQgghhBBCdN42F5C1Z82aNVRVVTF16tTctvLyciZNmsSqVasKBmSe5/H6668ze/bs3DbLspg6dSqrVq0C4PXXXyedTuedd/z48XzhC19g1apVRQOy+fPnM3fu3LxtN865nIakjdtNU3CSjfXdcyIhOmAAoxTV9TVYMoZM9IJhO47t6yYIIYQQfW6bm0PWnqqqKgCGDx+et3348OG5fa1t3LiRIAjaPaaqqgrXdamoqOj0eQFmz55NbW1t7vbvf/8bZdL4RlHbqDByTSuEEEIIIYRoR7/qIdvWRKNRotH89OC2ZSh1m2lKx6hr1EQjGr+pirRplfbeT2buZ7b5KaBFFpAgnIGmM5lBfC0vlegdDb6LMluVkUaIohSG0oj0/AshhBBZ/eoqf8SIEQCsX7+ekSNH5ravX7+eiRMnFjxmyJAh2LbdJmPi+vXrc+cbMWIEnudRU1OT10vWskxnKQWOSlMW1dQ0x7B8CLw6AqvVwtBBJkDL9qIFPpsDMgMmjNSyAVn/6ssU/ZYBgyLvywEhhBBCCNFj+lVANnbsWEaMGMGKFStyAVhdXR2vvvoq559/fsFjXNdl//33Z8WKFUyfPh0ArTUrVqzgoosuAmD//fcnEomwYsUKTjzxRADee+89Pv74YyZPntylNgYBWHYC13UoV9CcdohW7EGs9TpkwabwvmkMf0ZL2Bx1GUiHAVkyFfakedJDJnqckThMCCGEEKKXbXNX+Q0NDbz//vu539esWcPf//53dthhB77whS9w2WWXcdNNNzFu3Lhc2vtRo0blgi2AKVOm8K1vfSsXcM2aNYszzjiDAw44gIMOOog777yTxsbGXNbF8vJyZs6cyaxZs9hhhx0oKyvj4osvZvLkyUUTenSG40BEd1xOCCGEEEIIMTBtcwHZa6+9xte+9rXc77NmzQLgjDPOYNGiRVx55ZU0NjZy7rnnUlNTw6GHHsqyZcvy1iD74IMP2LhxY+73k08+mc8++4w5c+ZQVVXFxIkTWbZsWV6ijzvuuAPLsjjxxBNJpVJMmzaNu+++e6sfjyVDDYUQQgghhBBFKGMkF2B3qaurY8FPf8iQHcpwXYd0AJ6vOHJimvLWQxY/WxneT2bmtsWGkj9kMVzTLJv23tPdlEdfiKIyQxZTtiT1ED1GYRgUCf+/5dLel+4CKrMwtPag+q/h/aFfDn8esADcirzzfP755yxZsoRYLIbrujQ1NXH22WdTW1tLWVlZLzwSIYQQontI/40QQgghhBBC9BEJyIQQQgghhBCij2xzc8j6PQXGaIwJMAaMsTB+MzrdIruHToep72Fz2nsdtPjFkF1VevN4UhlZKoQQQgghxPZGArJuZltgdBM6DSawMEGEVN1qUpn09UC4xpiXSXefjdO8JvLWIdPhOmVBNiuITOkRQgghhBBiuyMBWTcLNCgrgRWxURYoZREtG0c00aqHLAiTdZBqDn+6CfKSevgN4W4vDOS0tnvnAYiBTQJ/0U81NTX1dROEEEKILSIBWXczYRCmlI1SoJRCOXGsSIsygQdWJsDKXgBbNnkBmVJ5u+VKWfQ8GRYr+hetwy+66uvraWxs7OPWCCGEEFtGAjIhhBD9kud5eJ5HOp2mpKSk4wOEEEKIbZBkWRRCCNEvGWNIpVLEYjESiURfN0cIIYTYIhKQCSGE6NdSqRS+7/d1M4QQQogtIgGZEEKIfikSiTBs2DAikQi1tbV93RwhhBBii0hAJoQQol9yHAelFIMHD8a2JROtEEKI/kmSenQz2wYdNBGkFTqw0IFNquYDksnU5kI6gFSY1p7M+tCkGslfhywNgJ9bh0wy4IleIG8z0Q9ZlkVZWVlfN0MIIYTYIhKQdTNjQCkHZVkoo1DawnbLsKMt5jdoH1LrwvvZgMx2yEttb8KATJvwClm3WMZMiB4jqyuIfsqyZMCHEEKI/kkCsm6mNSjLxbIdFKCMwkmMJNIyI3PgQdOa8L6fmffgRMlbh8yEPWpBJiDDyJWy6GnSPSaEEEII0dvkK0UhhBBCCCGE6CMSkAkhhBBCCCFEH5GATAghhBBCCCH6iARkPczItBwhhBBCCCFEERKQ9SBjIB10XE4IIYQQQggxMEmWxW5mWWC0h+/71DVGUAr8pnWkTau0934ycz+zzU+Rl3M8CCM5rTLbZB0y0RskmacQQgghRK+SgKybKQVa+zQ0xfE1JCI+gVdHYLVaGDrIBGjZOCvwyVsY2oSRWi4gk75M0Rsk7hdCCCGE6FUSkHWzIIDG9CCMsihPGDQO0Yo9iLVehyzYFN43jeHPaAl565Clw4AsmQp70jwtL5XoaUZ6yIQQQgghepn0u3QzrSL4RlGRMDgSQwkhhBBCCCHaIQFZt1MMigZEJBgTQgghhBBCdEACsm5niNgyEUcIIYQQQgjRMQnIup1FsydPqxBCCCGEEKJjEjl0M4VPU9qiMSnZEYQQQgghhBDtk5lO3UwREI/4NCQjxLTBtgzGb0an9eZCOh2mvofNacZ10OIXE64qTcss5DIMUgghhBBCiO2NBGTdzLYgZjdg49KQjBKLpEnVrSaVSV8PhGuMeZl099k4zWsibx0yHa5TFliZTkzpcBNCCCGEEGK7IwFZNws0KCtBacxGWxZ+ECNaNo5oolUPWVAf3k81hz/dBHnrkPkN4W4vDOS0tnvnAYiBTQJ/IYQQQoheJQFZdzOglIVSNokoNKUUyoljRVqUCTywMgFW9gLYsskLyJTK2y1XyqLnybBYIYQQQojeJkk9epgjHVtCCCGEEEKIIiQgE0IIIYQQQog+IgGZEEIIIYQQQvQRCciEEEIIIYQQoo9IQCaEEEIIIYQQfUSyLHYz2wYdNBGkFTqw0IFNquYDksnU5kI6gFSY1p7M+tCkGslfhywNgJ9bh0wy4IleIG8zIYQQQoheJQFZNzMGlHJQloUyCqUtbLcMO+pvLqR9SK0L72cDMtshL7W9CQMybcIrZN1iGTMheoysriD6Kd/3Oy4khBBCbIMkIOtmWoOyXCzbQQHKKJzESCIlLQoFHjStCe/7teFPJ0reOmQm7FELMgEZRq6URU+T7jHRv5jM/0fP86itre3j1gghhBBbRgIyIYQQ/ZLnedi2TV1dHbYtiz4KIYTonyQgE0II0S9prdm0aRPRaJREItHXzRFCCCG2iGRZFEIIIYQQQog+IgGZEEKIfsmyLCorK/F9n7q6ur5ujhBCCLFFJCATQgjRL7mui+u6DBkyhCAIOj5ACCGE2AbJHLJuZllgtIcOfEygMIGF31RF2rRKe+8nM/cz2/wUeTnHMxcXWmW2yTpkojdIMk/Rj6jM/0fXdSkvL+/j1gghhBBbRgKybqYUGONjtMJoC2NsAq+OwGq1MHSQCdCycVbgk7cwtAkjtVxAJn2ZojdI3C/6KceRjzMhhBD9k3yCdbMgAMtOYEcctAWWUkQr9iDWeh2yYFN43zSGP6Ml5K1Dlg4DsmQq7EnztLxUoqcZ6SETQgghhOhl0u8ihBBCCCGEEH1EAjIhhBBCCCGE6CMSkAkhhBBCCCFEH5GATAghhBBCCCH6iARkPcyXpXGEEEIIIYQQRUjqvu6mwBiNMQFNKQs/AOM3o9N6cxmdDlPfw+Y04zpo8YsBY/J2Sz5yIYQQQgghtj8SkHUz2wKjm2hodGnyosQiaVJ1q0ll0tcD4RpjXibdfTZO85rIW4dMh+uUBVamE1PSkQshhBBCCLHdkYCsmwUakkEpKT9CIqaxrSjRsnFEE616yIL68H6qOfzpJshbh8xvCHd7YSCntd07D0AMbBL4CyGEEEL0KgnIupnBpjntUBYHN6LwfIVy4liRFoUCD6xMgJW9ALZs8gIypfJ2y5Wy6HkyLFYIIYQQordJUo9uZnBIRDQlMbm4FUIIIYQQQrRPArJup4m7uuNiQgghhBBCiAFPArJup0gHMrxQCCGEEEII0TEJyLqdoT5lk/b7uh1CCCGEEEKIbZ0EZN3MMmkcZahpUvgSlAkhhBBCCCHaIVkWu5ltQ0mkniY/Tm2TRSLik6p5n2QytbmQDiAVprUnsz40qUby1yFLA+Dn1iGTJCGiF8jbTAghhBCiV0lA1s2MActyKE8E1DRapLWD7ZZhR1t0l2kfUuvC+9mAzHbIS21vwoBMm/AKWUueENEbZPqjEEIIIUSvkoCsm2kNynJxHIeyEmhMKZzESCIlLQoFHjStCe/7teFPJ0reOmQm7FELMgEZRq6URU+T7jEhhBBCiN4mc8h6kFIQsfu6FUIIIYQQQohtlQRkPUxJx5YQQgghhBCiCAnIhBBCCCGEEKKP9LuA7IYbbkAplXcbP358u8csWbKE8ePHE4vF2HvvvXnyySfz9htjmDNnDiNHjiQejzN16lRWr17dkw9DCCGEEEIIIfpfQAaw1157sW7dutxt5cqVRcu+/PLLzJgxg5kzZ/LGG28wffp0pk+fzptvvpkrc8stt/Czn/2MhQsX8uqrr1JSUsK0adNIJpO98XCEEEIIIYQQA1S/zLLoOA4jRozoVNm77rqLo446ih/84AcA3HjjjSxfvpwFCxawcOFCjDHceeedXHvttRx//PEAPPTQQwwfPpylS5dyyimnFD13KpUildq8vlhdXR2WBUZ76MDHBAoTWPhNVaRNq7T3fibYy6az91Pk5RwPwnz4OjsJTdYhE71B5jwKIYQQQvSqftlDtnr1akaNGsUuu+zCqaeeyscff1y07KpVq5g6dWretmnTprFq1SoA1qxZQ1VVVV6Z8vJyJk2alCtTzPz58ykvL8/ddtppJ5QCY3yMTmO0jzEBgVdHkNrU4lZDEPjhzRDesr8HPkGQJjCawGi0UmFQZiE3ufX8TYh+SstijUIIIfqpftdDNmnSJBYtWsQee+zBunXrmDt3LocddhhvvvkmgwYNalO+qqqK4cOH520bPnw4VVVVuf3ZbcXKFDN79mxmzZqV+72uro6H7v0xlp3AjjhoCyyliFbsQaz1OmTBpvC+aQx/RkvYfEVsIB1eXCRTYU+ap/vdSyX6HSM9ZKJf0lpTV1fX180QQgghtki/u8r/xje+kbu/zz77MGnSJMaMGcPvfvc7Zs6c2attiUajRKPRXq1TCCFEyPd9jDFUV1cTZIZ5CyGEEP1Nvx+kVFFRwe677877779fcP+IESNYv3593rb169fn5qBlf7ZXRgghxLYnnU6zYcMG0uk05eXlfd0cIYQQYov0+4CsoaGBDz74gJEjRxbcP3nyZFasWJG3bfny5UyePBmAsWPHMmLEiLwydXV1vPrqq7kyQgghtl3RaBTH6XcDPoTYJj333HMopXjuuef6uimiB/zlL3/BdV0++uijXq+7urqakpKSNstPiX4YkF1xxRU8//zzfPjhh7z88st861vfwrZtZsyYAcDpp5/O7Nmzc+UvvfRSli1bxm233ca7777LDTfcwGuvvcZFF10EgFKKyy67jJtuuon//d//5R//+Aenn346o0aNYvr06X3xEIUQQnSCUopoNEoymaSpqamvmyNEv3L33XezaNGivm7GFnn00Ue58847+7oZee6//3723HNPYrEY48aN4+c//3mnj02lUlx11VWMGjWKeDzOpEmTWL58ecGyL7/8MoceeiiJRIIRI0ZwySWX0NDQ0Om6rrnmGmbMmMGYMWM6fUx3GTx4MGeffTbXXXddr9e9ret3Adknn3zCjBkz2GOPPfjOd77D4MGDeeWVVxg6dCgAH3/8MevWrcuVP+SQQ3j00Ue599572Xffffn973/P0qVLmTBhQq7MlVdeycUXX8y5557LgQceSENDA8uWLSMWi/X64xNCCNE5rutSUVFBWVkZjY2Nfd0cIfqVYgHZV77yFZqbm/nKV77S+43qpG0tIPuv//ovzj77bPbaay9+/vOfM3nyZC655BJ+8pOfdOr4M888k9tvv51TTz2Vu+66C9u2+eY3v9lmnd2///3vTJkyhaamJm6//XbOPvts7r33Xk466aRO1fP3v/+dp59+mvPOO6/Lj7G7nHfeefztb3/jmWee6bM2bIuUMUYWuOomdXV1LLjthwyuKMV1bdIBeL7FkXs3UJZokZJZp6H6r+H91MbwZ3QH8rIs+uG3Hamm8GdaR3rnQYiBTQEpG2Uk3aLoGQrDoEiYEXHYjmPDjaW7gLLD+9rb/P9x6JfDnwcsALci7zyff/45S5YsIRaL4bouGzdu5JJLLqG2tpaysrJeeCRie9DY2EhJSUnHBbdDEyZMYMiQIf1yaOIxxxzDm2++yYcfftjXTaG5uZmddtqJgw8+mMcffzy3/bTTTmPp0qX8+9//prKysujxf/nLX5g0aRK33norV1xxBQDJZJIJEyYwbNgwXn755VzZb37zm/z973/n3Xffzf2fu++++zjnnHP485//zNe//vV223rppZeydOlSPvzwQ5Tqu8/5vffem/3224+HHnqoz9qwrel3PWTbOtsCo5vQ6XpMuhHjJ0nVrSa16a3Nt5p3SXmN4U0T3rymzdu8RlK+T8r3CSyLwLLARm5y6/mb/EcQ/VQikejrJog+tnbtWmbOnMmoUaOIRqOMHTuW888/H8/zAFi0aBFKKZ5//nkuuOAChg0bxujRo3PH33333ey1115Eo1FGjRrFhRdeSE1NTV4dq1ev5sQTT2TEiBHEYjFGjx7NKaecQm1tba7M8uXLOfTQQ6moqKC0tJQ99tiDH/7whx22vzPHpVIprr/+enbbbTei0Sg77bQTV155JalUqs35fv3rX3PQQQeRSCSorKzkK1/5Ck899RQAO++8M2+99RbPP/88SimUUnz1q18FKDqHbMmSJey///7E43GGDBnCaaedxtq1a/PKnHnmmZSWlrJ27VqmT59OaWkpQ4cO5YorruhUJtTHHnuMo48+Ovca7rrrrtx44415x371q1/liSee4KOPPsq1feeddy56zgcffBClFA888EDe9ptvvhml1FbPZ3r22Weprq7mggsuyNt+4YUX0tjYyBNPPNHu8b///e+xbZtzzz03ty0WizFz5kxWrVrFv//9byD80n/58uWcdtppeV86nX766ZSWlvK73/2uw7YuXbqUI444ok0wppTihhtuaFN+55135swzz8z9nv0bWrlyJZdccglDhw6loqKC73//+3ieR01NDaeffjqVlZVUVlZy5ZVXUqjf58gjj+SPf/xjwX0DlcyC7maBBmUlsCI2ygKlLKJl44i27iEL6sP7qebwp5ugYA+ZF65DprXdOw9ADGzSMSaE6Ic+/fRTDjroIGpqajj33HMZP348a9eu5fe//z1NTU24rpsre8EFFzB06FDmzJmTG+p6ww03MHfuXKZOncr555/Pe++9xz333MNf//pXXnrpJSKRCJ7nMW3aNFKpFBdffDEjRoxg7dq1PP7449TU1FBeXs5bb73FMcccwz777MO8efOIRqO8//77vPTSS+22vzPHaa057rjjWLlyJeeeey577rkn//jHP7jjjjv45z//ydKlS3Nl586dyw033MAhhxzCvHnzcF2XV199lWeeeYavf/3r3HnnnVx88cWUlpZyzTXXAG3XY21p0aJFnHXWWRx44IHMnz+f9evXc9ddd/HSSy/xxhtvUFFRkSsbBAHTpk1j0qRJ/PSnP+Xpp5/mtttuY9ddd+X8889v93lYtGgRpaWlzJo1i9LSUp555hnmzJlDXV0dt956KxDOgaqtreWTTz7hjjvuAKC0tLToOc866yz+53/+h1mzZnHkkUey00478Y9//IO5c+cyc+ZMvvnNb+bKbtq0qVOBYyKRyH0J9MYbbwBwwAEH5JXZf//9sSyLN954g9NOO63oud544w123333Nj37Bx10EBAOM8y22ff9NvW4rsvEiRNz7Shm7dq1fPzxx3zpS1/q8PF1JPv+nzt3Lq+88gr33nsvFRUVvPzyy3zhC1/g5ptv5sknn+TWW29lwoQJnH766XnH77///txxxx289dZbeVOIBjIJyLqbCYMwpWyUCr91UE4cq+WIw8ADKxNgZS+ArZbdEwYy315svj6WK2XR0+SbKiFE/zR79myqqqp49dVX8y5Y582b1+Zb+B122IEVK1Zg2+Hn8Geffcb8+fP5+te/zp/+9CcsK/wsHj9+PBdddBG//vWvOeuss3j77bdZs2YNS5Ys4dvf/nbufHPmzMndX758OZ7n8ac//YkhQ4Z0uv2dOe7RRx/l6aef5vnnn+fQQw/NbZ8wYQLnnXceL7/8Mocccgjvv/8+8+bN41vf+ha///3vc48HyD0X06dP59prr831dLUnnU5z1VVXMWHCBF544YXc/PpDDz2UY445hjvuuIO5c+fmyieTSU4++eRc4obzzjuPL33pS9x///0dBmSPPvoo8Xg89/t5553Heeedx913381NN91ENBrlyCOPZMcdd2TTpk0dtj3rl7/8JXvttRczZ87k8ccf54wzzmDEiBHcfvvteeX222+/TmUfvP7663M9SuvWrcO2bYYNG5ZXxnVdBg8ezKefftruudatW1cwU3h2W/b4bH6EYmVffPHFdut59913gTC7+NYaPnw4Tz75JEopLrjgAt5//31uvfVWvv/973PPPfcAcO6557LzzjvzwAMPtAnIdtllFwDefvttCcgyZICSEEIIIfotrTVLly7l2GOPbdN7ALQZnnXOOefkgjGAp59+Gs/zuOyyy/KCl3POOYeysrLckLPsWnd//vOfi2b1zPYUPfbYY2itC5bZ0uOWLFnCnnvuyfjx49m4cWPudsQRRwDh0DkIh6VprZkzZ07e44G2z0VnvPbaa2zYsIELLrggL9nZ0Ucfzfjx4wsOyWudNOKwww7jX//6V4d1tQzG6uvr2bhxI4cddhhNTU25gGJLjBgxgl/84hcsX76cww47jL///e888MADbXqlHnnkEZYvX97hrWWA0dzcnNcD21IsFqO5ubndtjU3NxONRgsem93f8mexsh3VU11dDdDufLbOmjlzZt57adKkSRhjmDlzZm6bbdsccMABBV/3bBs2bty41W3ZXkgPmRBCCCH6rc8++4y6urpOf9Peuocg2yOyxx575G13XZdddtklt3/s2LHMmjWL22+/nUceeYTDDjuM4447jtNOOy0XrJ188sncd999nH322Vx99dVMmTKFE044gW9/+9ttgqOWOnPc6tWreeedd3JZpVvbsGEDAB988AGWZfHFL36xU89HR4o9PxD2IrbOBBiLxdq0sbKykk2bNnVY11tvvcW1117LM888Q11dXd6+lvP0tsQpp5zCr3/9a5544gnOPfdcpkyZ0qbMl7/85S6fNx6P5+YptpZMJvOCzGLHF5oDmEwmc/tb/ixWtqN6srpj3tYXvvCFvN+z7/+ddtqpzfZCr3u2DX2ZWGRbIwGZEEIIIQaMzl64FnLbbbdx5pln8thjj/HUU09xySWXMH/+fF555RVGjx5NPB7nhRde4Nlnn+WJJ55g2bJlLF68mCOOOIKnnnoqr2eudZs6Ok5rzd57791mmF1W64vhvlLsMXakpqaGww8/nLKyMubNm8euu+5KLBbjb3/7G1dddVWXehwLqa6u5rXXXgPCoXJa6zZB8meffdapOWSlpaW5eWsjR44kCAI2bNiQN2zR8zyqq6sZNWpUu+caOXJkm+QosHmIYvb47FDFlks7tSzbUT2DBw8G6FRgnFUseCv2GhfaXugc2TZ0ZVjv9k6GLPawrfz/IYQQQoh2DB06lLKyMt58880tOj67QO57772Xt93zPNasWdNmAd29996ba6+9lhdeeIEXX3yRtWvXsnDhwtx+y7KYMmUKt99+O2+//TY/+tGPeOaZZ3JDCovp6Lhdd92Vzz//nClTpjB16tQ2t2wP1q677orWmrfffrvd+jrbO1Hs+clu664Fhp977jmqq6tZtGgRl156KccccwxTp04tOMRuS3pWLrzwQurr65k/fz4rV64suI7ZgQceyMiRIzu8/fSnP80dM3HiRIBcsJf12muvobXO7S9m4sSJ/POf/2zTI/jqq6/mnX/ChAk4jtOmHs/z+Pvf/95hPePHjwdgzZo1BffX19e32Zbtde1u2TbsueeePXL+/kgCsh7k+5Du+IsWIYQQQmwhy7KYPn06f/zjH9tcrELHQ7SmTp2K67r87Gc/yyt7//33U1tby9FHHw2Eacd93887du+998ayrNwwss8//7zN+bMXyoWGmmV15rjvfOc7rF27ll/+8pdtyjY3N+cyRk6fPh3Lspg3b16bXqWWj6+kpKRNWv9CDjjgAIYNG8bChQvzHsOf/vQn3nnnndzzs7WyvSst2+h5HnfffXebsiUlJV0awvj73/+exYsX8+Mf/5irr76aU045hWuvvZZ//vOfeeW2ZA7ZEUccwQ477JBLZpF1zz33kEgk8p6fjRs38u677+bNQfz2t79NEATce++9uW2pVIoHH3yQSZMm5Xo+y8vLmTp1Kr/+9a/zgqeHH36YhoaGDheH3nHHHdlpp50K/o0AbZY5+NOf/kQymeyR1PSvv/465eXl7LXXXt1+7v5Khix2M9sGHTSRTNrUNsdwbU2q5p8kky3+EesAUmFae7IBW6qRzZkUTZgaH/Cz3elKMuCJXiBvMyFEP3TzzTfz1FNPcfjhh+dSwq9bt44lS5awcuXKvLTsrQ0dOpTZs2czd+5cjjrqKI477jjee+897r77bg488MBcJr9nnnmGiy66iJNOOondd98d3/d5+OGHsW2bE088EQizOr7wwgscffTRjBkzhg0bNnD33XczevTovMyIrXXmuO9+97v87ne/47zzzuPZZ5/ly1/+MkEQ8O677/K73/2OP//5zxxwwAHstttuXHPNNdx4440cdthhnHDCCUSjUf76178yatQo5s+fD4Spx++55x5uuukmdtttN4YNG5ZLENJSJBLhJz/5CWeddRaHH344M2bMyKW933nnnbn88su39GXLc8ghh1BZWckZZ5zBJZdcglKKhx9+uGBAsP/++7N48WJmzZrFgQceSGlpKccee2zB827YsIHzzz+fr33ta1x00UUALFiwgGeffZYzzzyTlStX5oYubukcshtvvJELL7yQk046iWnTpvHiiy/y61//mh/96EfssMMOubILFixg7ty5PPvss7l13yZNmsRJJ53E7Nmz2bBhA7vtthu/+tWv+PDDD7n//vvz6vrRj37EIYccknuff/LJJ9x22218/etf56ijjuqwrccffzx/+MMfMMa06WV85513+OY3v8lxxx3Hp59+yl133UV5eTkvv/wyv/nNb5gxY0aXn5tili9fzrHHHitzyFqQgKybGQO+idDkxXAsTcQB2y3Djrb4Vk37kMqMAc4GZLZDXmp7EwZkOvOPSIY+il4h/xuFEP3QjjvuyKuvvsp1113HI488Ql1dHTvuuCPf+MY3OrVo+A033MDQoUNZsGABl19+OTvssAPnnnsuN998M5FIuG7Nvvvuy7Rp0/jjH//I2rVrSSQS7LvvvvzpT3/i4IMPBuC4447jww8/5IEHHmDjxo0MGTKEww8/nLlz5+YSHxTSmeMsy2Lp0qXccccdPPTQQ/zhD38gkUiwyy67cOmll7L77rvnzjdv3jzGjh3Lz3/+c6655hoSiQT77LMP3/3ud3Nl5syZw0cffcQtt9xCfX09hx9+eMGADMIFnxOJBD/+8Y+56qqrKCkp4Vvf+hY/+clP2g12u2Lw4ME8/vjj/Od//ifXXnstlZWVnHbaaUyZMoVp06bllb3gggv4+9//zoMPPsgdd9zBmDFjigZk559/fq7HKRsADB48mHvvvZfjjz+en/70p1x55ZVb1fYLLriASCTCbbfdxv/+7/+y0047cccdd3DppZd26viHHnqI6667jocffphNmzaxzz778Pjjj/OVr3wlr9yXvvQlnn76aa666iouv/xyBg0axMyZM3NBdke+973vsWDBAl566aU2XxCcf/75/Pvf/2bWrFlUVFRw88034zgOs2bN4plnnum2gOzdd9/lzTffLDhkdCBTRpbJ7jZ1dXX8/KfXYMcqiTqKkpghHSiOnJimvKRFwcCDzzJZiZLrw5+xoeStQ5YOxxInG8NuaU8XTqkqRPcxYUCWslFGIjPRMxSGQZHw/9uwHTPZ7kp3AZWZDK49qP5reH9o5tvqAxaAW5F3ns8//5wlS5YQi8VwXZempibOPvtsamtr26SyFkIIEZoyZQqjRo3i4Ycfzm1TSuWtrdaTLrvsMl544QVef/116SFrQeaQdTOjIjjKUF5ikPeZEEIIIYTYVtx8880sXry4Uwtgd7fq6mruu+8+brrpJgnGWpEhiz2gNBZgKQfJ5yGEEEIIIbYVkyZNKrpuWk8bPHgwDQ0NfVL3tk56yIQQQgghhBCij0gPWQ9oSNq4MuVLCCGEEEJs4ySdRN+THrJupkwa3yhqGxXy/hZCCCGEEEK0R3rIupltGUrdZprSMeoaNdGIxm+qIm1apb33k5n7mW1+iryc40E4A01nJz3KOmSiN8gcWyG2K1prPv30UwYNGiST6IUQopcZY6ivr2fUqFG59e4KkYCsmykFjkpTFtXUNMewfAi8OgKr1cLQQSZAy8ZZgU/ewtAmjNRyAZn0ZYreIHG/ENuVTz/9lPvuf6Dgdy3KclCWXfCLGGPIfQ6hrCJZg1t8ZhXU8qC2ZYzJfNYpq2iw2HGZ9uvoqJ2depwGTLc9F+23QSlLXo8Cj9NP+3y2fi1aa5RSRKNRtNY9lpzCdV0syyKVShUdzteZMlvDcRwcx8H3fXzf3+IyW6Mzz7W8HptFIpHcuny6xQLCN998M//+978ZPXp08fN3a2sFQQCWncB1HcoVNKcdohV7EGu9DlmwKbxvGsOf0RLy1yELX8hkKuxJ87S8VKKnGekhE2I7M2jQIMBg2TaWstFGozNfCMYSpcRisaLH+lqTamrAaJ94ySBsO5K3X5vwAt22iv/j8LXBKbDfSzaT8pqIuAncaIJip9AGvFQTaa+ZqBvHjcU7XUdWoA1KqTZ1BEGa5sZ6lBUhmijFaefbay/t4TU3YNk28URpGDh1oo6Wj6PQc2WMprmpAR0Y3HgpbqT4BPSB/HoYA6N3HI6VidB836e2thbbtikrK2u356ErtNbU1dURBAHl5eU4TvFrr66U7aqmpiYaGxspKSnpcGHzrpTtiq48x/J6hIIgYP369WitsSwLx3FygVn4v7g4ucrvQY4DEd1xOSGEEKInZHsxLGWjLIVOh8PhLdvBjcaIuG7R3hDlB7jllTQ31pFKNlE6qBInsjkICAKNNoaIYxc83hgDgSZi5/emJJsaSfspSkrKsd0YllLYduELuCDQ2E4ZbsSlubkBJ4gQS2z+hrNYHS2l/aBNHX46TVNjExE3SrykDINq/3HYDtFolMb6GrxUM6VlFXlBWaE6Wj+O1s+VMZqGuhrAMKhiMEbZ7T6Ogfp6GGPQxhCPuXnHxGIxNm7cSHNzM4MHD97qIEBrTXV1NQDDhw/H7UR2tkQiQXV1NQ0NDQwZMqRTx3Skvr6eVCrFDjvs0OFFfLYN0WiUuro6otFop47piOd51NTUEIvFOv3cyusRPm+RSATf9wmCIBeYAR0OGZeBcD2sm74kEEIIIbaYNpp02gNjsJ1IrqehI0pZlJZVYNsODfWb8NPprWpHsqmR5uYG4vHSvAv5jsQSJcTjpTQ3N5BsatyqNvjpNA31m7Btp01g1R7HiVA6qJIg8Gmoq9k8jHELZIOxIPDDwMqJdHwQ8nq05LouQ4YMIZ1OU11dnTdErKuyF//pdLpLF/KWZTF48GAikQgbN27c6iF79fX11NXVUVZW1qXAatCgQZSVlVFXV0d9ff1WtcHzPDZu3EgkEulSYCWvx2au63Z5KKn0kAkhhBDbuewwRduJoJTCaE0Q+Pi+KvrNbeBrjAJjW8QSJTQ11FNfW02ipBw74qADjTagKHzhZYwhCAzKhHWkmptJJRuJxkpwXBffT2+uwxS+6GtZh+O6uEGcpsZwWFI0Hm9TR7uPw1gEaZ+mxlos2yGWKAm/xe7i44jHB9HUWEtdzeckSgehlNWlx2GMpqmhHh34JErKQRE+F519HAPs9TDGYIwhnVYEQdtzlpeXs2nTJjZs2EBlZWWXk9cYY9i0aRO+71NZWQnQ5Qv5srKyvDZEIp0LsFtqbGykoaGB0tJSotFol9sQjUZJJBLU1NTg+z4lJZ0PsLPS6TSbNm3CcRzKysq2aF7aQH490ul02KOrNZFIJPP3EHSqPgnIhBBCiAHAth2U2nyBG/hpfEyRBBHhXCALsDIXwa4bI/A9vFQTThDBZC+ZdbEEEOF8IQKF1gFB4BONJbBtC99LFayjNa1NXh22bRGNJQiCNKlmg2XZuTo6ehwqbfD9NJGIi+24BJnepdZ1tPc4snXEYgl8P02qqTE8l+nc4zCBIvA9LKVwYwmMCfC9oGAdxR7HQHs9jAGDIWnpoj27paWleJ5HXV0dbjvDcNs+JwbP87Asi9LSUoIg6PQFdGvxeBzP82hsbMwlmOgs3/dJp9OUlJRg2zbJZHKL2mDbNiUlJXiehzGmS/Ooskk5otEoruuSSqU6PqiIgfp6+L6fSzwDYSKQziYYkYBMCCGE2K5ZlJaVE42Hk9ED38f3PHbe62CGDK7EKTJfqLbJw7Ut4tHClwrNKR8v0JQnCg8n8gNNfXOaQfGI1CF1bHEdfqDxA834MTsQdwvPjxNiW1BbW8uTTz5JNBrN9cp1NpiTgKy7qXBsuDHhN17GWBi/GZ1uMYRAp8PU97A566sOWvxiyK4qvTmulnzkQgghuk5ZNhE3hm2HH/nGGJRtEU2UEk0MKnrhHDUeEcciWuTCObB9lK+JFrk4twONb/lEY47UIXVscR12oHG0obKykkSRY4TYVjiOQyQSyc17kzlkfcS2wOgmdBpMYGGCCKm61aRSLSJko8HLTILNxmleE3lrc+jwBQyyXaySjlwIIcQWsGwHX4fZ7wCCwJCdb9+YbP9iIe1rav32507UNra/X+qQOramDq0NEUcypIntmwRk3SzQoKwEVsRGWWFGpGjZOKKJVj1kQSYLTqo5/OkmyFuHzG8Id3thIKe1dNOLXiCBv+inmpqa+roJ2ywdBDiWIpLpsVBGYTKDNEra6cmobQx7Mor1SjSlfNK+pryk+PC1xqQvdUgdW1WHH+hwXpoQ2zEJyLqbCYMwpWyUCtcdUE4cq2WCl8ADKxNgZS+ALZu8gCwzIXDz9bFcKYueJh94on/JplWur6+nsXHrUm9vz0zmbzs70Vwphcp8pji2VfTC2bIUjqWK7ncsRdDO/lw5qUPq2Mo6tmaJASH6A+kDFkII0S9lFy+tq6vbohTP3emGG24IA50Wt/Hjx7d7zJIlSxg/fjyxWIy9996bJ598Mm+/MYY5c+YwcuRI4vE4U6dOZfXq1T35MIQQQvQBCciEEEL0S8YYUqkUsViMRCLR181hr732Yt26dbnbypUri5Z9+eWXmTFjBjNnzuSNN95g+vTpTJ8+nTfffDNX5pZbbuFnP/sZCxcu5NVXX6WkpIRp06ZtcUpsIYQQ2yYZsiiEEKJfS6VSW7TwZ3dzHIcRI0Z0quxdd93FUUcdxQ9+8AMAbrzxRpYvX86CBQtYuHAhxhjuvPNOrr32Wo4//ngAHnroIYYPH87SpUs55ZRTurfxxoBplWTB+GAschlA2hyjw1ux0WTagAlAexRdlErqkDo6qkOb8ObVgZJ+BLENccqgC+ubtXuqbjmLEEII0csikQgVFRXU1dVRW1vb181h9erVjBo1ilgsxuTJk5k/fz5f+MIXCpZdtWoVs2bNyts2bdo0li5dCsCaNWuoqqpi6tSpuf3l5eVMmjSJVatWFQ3IUqlU3oKudXV1nWu88eCzl1pt3BFoBGqKHFQBlEDT2iL7XWAkJNcBxTLqSR1SR0d1uEAC/t9joPr+71yInAMWgFvRLaeSrxqEEEL0S47joJRi8ODB2HbfZqKdNGkSixYtYtmyZdxzzz2sWbOGww47jPr6+oLlq6qqGD58eN624cOHU1VVlduf3VasTCHz58+nvLw8d9tpp5225mEJIYToBdJD1s1sG3TQRJBW6MBCBzapmg9IJjd/Y4kOIBWmtSeTephUI/nrkKUB8HPrkEkGPNEL5G0m+iHLsigrK+vTNnzjG9/I3d9nn32YNGkSY8aM4Xe/+x0zZ87stXbMnj07r+etrq6OBx96hEAb0n74gRP4m9OI1zZ6WJYKh5GxY3hQOvx80ipNMy4pU16wLq1cIM2movujQDO1VGCZVJEyUofU0X4dGgcHD+pfA72h4DFC9KqhX+72U0pA1s2MAaUclGWhjEJpC9stw462WCRR+5BaF97PBmS2Q15qexMGZNqEH5rFhloL0a1kdQXRT1ndNI6/u1RUVLD77rvz/vvvF9w/YsQI1q9fn7dt/fr1uTlo2Z/r169n5MiReWUmTpxYtN5oNEo0Gs3bprVBKYWVmdNj1ObpPRHHwrFUOKeHzNIBOhwW1mwPC8+pCw8T62i/r+KkrUFEdD2Oad6ic0gdUkeA223zdITYVklA1s20BmW5WLaDIlyA00mMJNIyI3PgQdOa8L6f+YfkRMlbhyzzzVKQCcgwcqUsepp0jwnRXRoaGvjggw/47ne/W3D/5MmTWbFiBZdddllu2/Lly5k8eTIAY8eOZcSIEaxYsSIXgNXV1fHqq69y/vnnd6ktRgcoNHZmXSdjLCw//ExJRDML+GpNbk6PDodEptwRRGkmYRf7RjBFipKi+33S1BIjYX+OUyQLRAqHKI1Sh9RRtA4fTZoYVO5L8XlnQvQw7cGm/+ux00tAJoQQQmylK664gmOPPZYxY8bw6aefcv3112PbNjNmzADg9NNPZ8cdd2T+/PkAXHrppRx++OHcdtttHH300fz2t7/ltdde49577wXCxZsvu+wybrrpJsaNG8fYsWO57rrrGDVqFNOnT+9i6wzNTQ240SiqS1nqrExXWrFjVOZWbL/VYv+WnkPqkDqy54qAcoscI8S2yff9jgshAZkQQgix1T755BNmzJhBdXU1Q4cO5dBDD+WVV15h6NChAHz88cd5wyoPOeQQHn30Ua699lp++MMfMm7cOJYuXcqECRNyZa688koaGxs599xzqamp4dBDD2XZsmXEYrGuNU5Z6MCnoa6G0rKK7ni4QgghOuB5XqczAEtAJoQQQmyl3/72t+3uf+6559psO+mkkzjppJOKHqOUYt68ecybN29rm0e8ZBCpZBMNdTXEEiUdHyCEEGKLeZ7Hxo0bO50BWGZJ9jAj03KEEEL0MduOUDqokiDwaWqoR+aMCiFEz0in02zcuJFIJNLpDMASkPUgYyAddFxOCCGE6GlOJAzKdODjp9N93RwhhNjuaK3ZtGkTkUiEwYMHdzoDsAxZ7GaWBUZ7+L5PXWMEpcBvWkfatEp77ycz9zPb/BR5OceDMJLT2dzEsg6Z6A2SzFOI7Y5SFtpAEGiUZRNLDMJLhSnJm1J+Ju29BirCAzLXDxqHZgqvFQXk9jVlj2vFJ5rZX4lDkTWppA6po4M6AlotCyTENszzPBzH6VIwBhKQdTulQGufhqY4voZExCfw6gisVgtDB5kALRtnBT55C0ObMFLLBWTSlyl6g8T9Qmx3LEthjMmta6ksB8uOAJD2NUEuIMvMLbPy/xGkaH/OWbH9OnOJkSaWuaju+jmkDqlDY+MgPbqif1BKUVlZ2eW1MSUg62ZBAI3pQRhlUZ4waByiFXsQa70OWbApvG8yC3FGS8hbhywdBmTJVNiT5ml5qURPM/IlpBDboSAIsC1FxAknlys0Jgjvl5e4mXXIgKa14QF+uA7ZJudLRGkiUWTtpyYqSFFCJWsL7vdxqWUk5azDwStYZhM7hmtSSR1SR5E6fFzSJAqWFWJb47ouSnX9Ykr6XbqZVhF8o6hIGByJoYQQQgghhBgQtiQYAwnIeoBiUDQgIsGYEEIIIYQQogMSkHU7Q8SWiThCCCGEEEKIjklA1u0smj15WoUQQgghhBAdk8ihmyl8mtIWjUnJjiCEEEIIIYRon8x06maKgHjEpyEZIaYNtmUwfjM6rTcX0ukw9T1sTjOugxa/mHBVaVpmIZdhkEIIIbpOZdKnmuznijGYzGeKH2Q+m7QB3MwB8XATDj5R/Oz2VnyimTLF9rt5PwuROqSOjurwiaCl/0D0E1rrjgsV0OWAbM2aNbz44ot89NFHNDU1MXToUPbbbz8mT55MLBbbokZsT2wLYnYDNi4NySixSJpU3WpSmfT1QLjei5dJd5993bwm8tYh0+E6ZUF2HQPpcBNCCLEFLNvG1wYywVcQGPx0+BnTmMyuiRkAI8P7TkXu2DQxarPbi+hofyOD290vdUgd7dWhsYgUWWRaiG2N53lEIhFct/iXEoV0OiB75JFHuOuuu3jttdcYPnw4o0aNIh6P8/nnn/PBBx8Qi8U49dRTueqqqxgzZkyXH8D2ItCgrASlMRttWfhBjGjZOKKJVj1kQX14P9Uc/nQT5K1D5jeEu70wkNPa7p0HIAY2CfzFAKG15vnnny/4BePUqVPZaaed+rqJ3UYHAY6liNjhZ0y6OYkx4SiNkpiTWYfMg+S68AD/MwBq7b2JkCTBpoLnbaKSNDHKWVdwv49LI4MpobromlS1jJQ6pI526/CJEBAtWFaIbY1Sik2bNnU5KOtUQLbffvvhui5nnnkm//3f/93mgyqVSrFq1Sp++9vfcsABB3D33Xdz0kknde0RbC8MKGWhlE0iCk0phXLiWJEWZQIPrEyAlb0AtmzyArLMOgabr4/lSln0NBkWK7Z/zc3N3Hbbbdxzzz18/vnnTJw4MfcF4/vvv8/SpUs555xz+PrXv86cOXM4+OCD+7rJWy07PFEpRbKpkVSyCTcaDkt0bCsMyJSC7AW0Cb8otPBxSBW9sHZIEeAU3b+5nFe0jNQhdXSmDkOkYFkhtjWu6xIEARs3bmTIkCGdPq5TAdmPf/xjpk2bVnR/NBrlq1/9Kl/96lf50Y9+xIcfftjpBmzvHOnYEkKIbcbuu+/O5MmT+eUvf8mRRx5JJNL2Qu+jjz7i0Ucf5ZRTTuGaa67hnHPO6YOWdr9kUyPNzQ1EYyVY1pbPyUltqAEg7UYIIjapxpqC5QIrRlAyGK+xjkAnC5cpGUw63UjKK3wOqUPqCKwYaUdT8+EHJL2NBY8RojvtMGn8Fh+rlKKyspK6ujo2btxIaWlpp47rVEDWXjDW2uDBgxk8uP2xw0IIIURfeOqpp9hzzz3bLTNmzBhmz57NFVdcwccff9xLLetZXrKZtJ8iHi/FcV3SKZmTI4QQPUEpxeDBg6murqa2trZTx2xxlsUNGzawYcOGNtlE9tlnny09pRBCCNGjOgrGWopEIuy666492JpeYgwpr4mSknJiiRJ8P93XLRJCiO2aZVkMHjyYqqqqTpXvckD2+uuvc8YZZ/DOO+/kUugqpTDGoJQiCIKunlIIIYToE8lkkv/3//5fwS8YjzvuuD5qVXczRN0EsURJXzdECCEGDMuyKCsr61TZLgdk3/ve99h99925//77GT58OEpJsgkhhBD9z7Jlyzj99NPZuLHtvJTt6wtGhRuL93UjhBBiwOnsfN0uB2T/+te/+O///m922223LjdqILBt0EETQVqhAwsd2KRqPiCZbDFeXweQCtPak/28TzWSvw5ZOKTEz61DJhnwRC+Qt5kYQC6++GJOOukk5syZw/Dhw/u6OT3GdhwCbUj74QdO4GsCHf6x1zZ6WJYC4wM7hgc45UC4gG8z5aTI71kLSsJ54toKUzrXlxQe1pnd31AyFksXzqinLZdUdAjpSOFvkaUOqUMrG1vLMFuxfetyQDZlyhT+7//+TwKyIowBpRyUZaGMQmkL2y3DjvqbC2kfUpk1PLIBme2Ql9rehP98dGZY6BYu/C1E10iHt+infN/vuFAr69evZ9asWdt1MAagdTilwMqMaDEqt7IKEcfCsRQYC2jMHBBOQm8mDMyi2e0Z6XT4eyoapnSOpOsK1hvYMXynFMdvwA4KZ9zr6BxSh9ShVQS2IiuoEP1BlwOy++67jzPOOIM333yTCRMmtEkZvP2Mud8yWoOyXCzbQQHKKJzESCItv2AMPGhaE973M9lXnCh565CZsEctyARkGLlSFj1NusdE/5Kdx+x5XqczWbX07W9/m+eee277SNzRDmM0lgI7szC0MRaWH36mJKLZhaE1UBMeoMNJ6ClGEaWJRHZ7Rst05elIGTHvs4L1BlaMBqeUWOoz7CIp0NORMiLpuqLnkDqkjjDtfedShwvRX3U5IFu1ahUvvfQSf/rTn9rs277G3AshhNiWeZ6HbdvU1dVh211f9HHBggWcdNJJvPjii+y9995tvmC85JJLuqupQgghRFFdDsguvvhiTjvtNK677rrtfpiHEEKIbZfWmk2bNhGNRkkkEl0+/je/+Q1PPfUUsViM5557Li9JlVJKAjIhhBC9ossBWXV1NZdffrkEY0IMcJ6qwDIpHJr7uilCbJFrrrmGuXPncvXVV3c6E5YQQgjR3br8CXTCCSfw7LPP9kRbhBD9yIbI4XwaPY7PIofQbA2XGWii11mWRWVlJb7vU1dXOEFAezzP4+STT5ZgTAghRJ/qcg/Z7rvvzuzZs1m5cqWMuRdiADPKQSuXRmtXGq2xuKaG0mA1JcFH2KQ6PoEQW8l1XVzXZciQIaxfv77Lx59xxhksXryYH/7whz3QOiGEEKJztijLYmlpKc8//zzPP/983j4Zcx9mZjXaQwc+JlCYwMJvqiJtWqW99zPZh7Lp7P0UeTnHM8lRdHZOg6xDJnqYsQwGg3I0Ku126hhlfCxSGGw8q5LPrUnUOPtSEnxEafAvXLNRMumLHpOd8+W6LuXl5V0+PggCbrnlFv785z+zzz77tPmC8fbbb++WdvY1pSy0gSAIP3B0oHNLqjSl/Ezaew1UhAdkOgyz65C1lnbD5ymbnjzpDi1Yb2DHwv3RoUVToGfXpCpG6pA6JO29GAi6HJCtWbOmJ9rRZb/4xS+49dZbqaqqYt999+XnP/85Bx10UNHyS5Ys4brrruPDDz9k3Lhx/OQnP+Gb3/xmbr8xhuuvv55f/vKX1NTU8OUvf5l77rmHcePGdaldSoExPkYrjLYwxibw6gisVgtDB5kALRtnBT55C0ObzAdnNiCT/0WihxhlMFYAGIyCVLyRTakTMP4glC7+xtOEF2UKUARYpgmDQuNS7+xBg70brq5mkH6fRPARFl1fJ0qIznKcLn+c8Y9//IP99tsPgDfffHOr6p8/fz7/8z//w7vvvks8HueQQw7hJz/5CXvssUfRYxYtWsRZZ52Vty0ajZJMbr6Q7Y7PJstSGGM2r2tpwjUzAdK+JsgFZJn1Waz8LwDbLAwdyc9o2dECv75TmrtfTLFzSB1ShywMLQaCrn+CFbFu3Toefvhhrrzyyu46ZVGLFy9m1qxZLFy4kEmTJnHnnXcybdo03nvvPYYNG9am/Msvv8yMGTOYP38+xxxzDI8++ijTp0/nb3/7GxMmTADglltu4Wc/+xm/+tWvGDt2LNdddx3Tpk3j7bffJhaLdbptQQCWncCOOGgLLKWIVuxBrPU6ZMGm8L7JLLgZLSFvHbJ0GJAlU+EHs6e77aUSIsfYAYGT/bJAoVBoEyOth2OUg7LCtfSKsVoNTVQYbFIYk8LgkLKHkrKGYjsTKQn+RWmwBtfU9NwDEqILunM+9PPPP8+FF17IgQceiO/7/PCHP+TrX/86b7/9NiUlJUWPKysr47333sv93jLTI3TPZ1Pg+9iWIuKEgZRCY4KwnvISN7MOGdC0NjzAD9ch2+R8qfA6ZI3h70l3KOlIGYMaPyhcrxWjoWQspY1riq5JVV+ya7trUkkdUoesQyYGgi5f5X/ve98ruP2jjz7iL3/5S68EZLfffjvnnHNO7pvFhQsX8sQTT/DAAw9w9dVXtyl/1113cdRRR/GDH/wAgBtvvJHly5ezYMECFi5ciDGGO++8k2uvvZbjjz8egIceeojhw4ezdOlSTjnllB5/TEL0BR3xwjuKNutCK5XEsnwsP9LmuI6EvWY+lvEzvWZR6pwJ1NvjiekNlAbvk9D/RuXG7Aqx7fjoo4+49dZbWbBgQaePWbZsWd7vixYtYtiwYbz++ut85StfKXqcUooRI0YU3Nd9n00GL9mMG412srwQQojuoHXnrnO6HJBt2rQp7/cgCPjXv/7FO++8w913393V03WZ53m8/vrrzJ49O7fNsiymTp3KqlWrCh6zatUqZs2albdt2rRpLF26FAiHYVZVVTF16tTc/vLyciZNmsSqVauKfuilUilSqc09BHV1daBsNA4aB4NBG/BIkGrZy2BcsAaH9+3MVbC1A3k9ZFb4wek5cQDSunNzeoToLGPpFr1jgAl7yHzboO0SIACVDnvKzNaNmc2++zUl1KvxNJmxlAYfUB5s3TAx0f8oDKnM/7Umlfk/SDmY7DC4NFiZkQ4mM38ppcHkD3lt9gK0MWhtCFrMieqKr33ta216pCAc8bFu3bouBWSt1dbWArDDDju0W66hoYExY8agteZLX/oSN998M3vttRewZZ9NBT+XUKS8JpymCLFE8d46IYQQ3Udr3ekMwF0OyP7whz8U3P6jH/2IpUuX8v3vf7+rp+ySjRs3EgRBm3XQhg8fzrvvvlvwmKqqqoLlq6qqcvuz24qVKWT+/PnMnTu31bYbSapS0iaCbzQBHv8OJhAP4psLGQ0lE/FVKSrRhG2awXLJn0PmExAjKLNxgjp0gUlkBgttD8IK6ov2NATWIBRprCJDB7QVwxDB1vUF90sd228dlqktmCwmUDZexc6oIBnWYcLBjPnniKLQqCLj+o0VwWBh6VSm401hMu9hCx9jUtTaX6LRn4YiKHgO3y7DMl67j0MrFyco/M/OYBM4g7D9eqljG6vDUWHA8Ek0+38xASg84likcUqnZLZXhj8+bATLw88EXq5j09RQS3PKJ6097LTB97re2zpx4sS837NfML7//vssWrSoy+fL0lpz2WWX8eUvfzk3LL6QPfbYgwceeIB99tmH2tpafvrTn3LIIYfw1ltvMXr06C36bCr0uXT9vB8RdRM0NzcA4LjyBZ8QQvQkrTXV1dUEQeHP1Na6bWLSjBkzuOmmm7rrdP3C7Nmz83re6urqeOSRhyEzSMugcnNqnLwLWgO6jpRTScRoHF0HtBpKYtJoy0UTxw5qUQUCMq2ipJ3hOHo9limcZjxtD8HSHnZQW3B/oKJoK4obfFJwv9SxHdeRrsfYbf9RaCuGsSIo3QAmDSYcgNiSsUtBpzJBW1tGORjLwQQNZMdDRkwztqnHoRmjXJLOzli6qvjjiAzB+CnsIhf4gYpibBfbK7xfqyieGkakvedK6uiDOqpwCOfORvJ6vRRNlOHiEdHZc2T+LzoKLAs/0PiBoSRm4dhWOOtRKSylKNDR1aE77rij4Pb77ruPBQsWcOqpp3b9pMCFF17Im2++ycqVK9stN3nyZCZPnpz7/ZBDDmHPPffkv/7rv7jxxhu3qO5Cn0v3PfgQbiyOE0Robm7ADeKy9poQQvQQYwzV1dWk0+lOZwDutoDs//7v/3LZqnrSkCFDsG27zZoz69evLzoOf8SIEe2Wz/5cv349I0eOzCvT+hvUlqLRKNECY/IVGoUJ7wUBtvKxVYsLD6OBFBYBFl7YQ9aa8bBIY+Fn9ttty5DNbpfCMoW/tQ7n8XhF91vGw+AX3S91bN91GNM286FlNIoAZXyUCTIBWWs6fB8bnddTl+sNy47ENSkiuh7H1GHjbT7aMpsfR5EeF2X8dntkLONhjF90PxZSxzZah034P8/JfQRFAYVFgI2Pk/ufmHnP2GFAZlsKy1I4diYgU+EcrELDDrfGlClTuPjii7fo2IsuuojHH3+cF154gdGjR3fp2Egkwn777cf7778PbNlnU7HPJSA3XLGpsQ43Gi9YRgghxJYzxrBp0ya01gwZMgTf71yG6S4HZK3nYkH44fDYY49x9NFH5+3viTVcXNdl//33Z8WKFUyfPh0IuwVXrFjBRRddVPCYyZMns2LFCi677LLctuXLl+e+mRw7diwjRoxgxYoVuQ+5uro6Xn31Vc4///wutjAMxQyQ9lIYbfC1wtct55ApIIomgq/i2MSBlkMWIRzYFUerKL6K54Z7taSt+OafRUbrGOVirBhaFc7GZawYRrlF90sd23kdxmCUbrU/gq1qiThrcTy/4PyxJAl8y8WoCIYg8563yfaGKWWwlEfcVKGUAWWh2dyevMdRhFYuyoqjreLPhVZuu/uljm2zjiDzRYCfGxkQ/v/TOPi4+CreYjsQhEuB+DqcMxb2lGmMCT/8zBbMH2vPM888w9e+9rUuHWOM4eKLL+YPf/gDzz33HGPHju1yvUEQ8I9//CO3JEt3fTZlhxwbY4jGEwSBj++Hw439zNpkaEPu+c48/+HrEcUnf4hjkHmNAzuGttzc720ejx3L+1mItlwCO9buOaSOgV1HYEUxqvCX0kJsazzPw/d9hg0bhuu6PReQvfHGGwW3H3jggWzYsIENGzYAbVP3dqdZs2ZxxhlncMABB3DQQQdx55130tjYmMu6ePrpp7Pjjjsyf/58AC699FIOP/xwbrvtNo4++mh++9vf8tprr3Hvvffm2nrZZZdx0003MW7cuFxq4VGjRuWCvk6zbAIipJM+6VSSiOvSrEsxQWJzGQPYpeEFhhqEHxlEm/E2mWQfxhiaY7vTeshYS57b/rewgT2IwB7UbplkrP01baSO7b2OzRe0RgUoILB2JogWe9+FiWd0NJaLCxUmnLtmPBQ+GEjGdm23DSl3xw4eRynN9m7tlmmOtb9f6tjW6hhNOvMlQMrKZvDcfMGfJk6tk31vZgKzpgDU5h7W2kaP5uY0gTYQhF8q+LrrQdkJJ5zQZtv69et59dVX+drXvpa3/3/+53/aPdeFF17Io48+ymOPPcagQYNyc7zKy8uJx8PH0fqzad68eRx88MHstttu1NTUcOutt/LRRx9x9tlnA9332WTZdvj8ZIIvKxJDZe43JrNrYgZAphfOqcgdmyZGbXZ7RlAyOO/3hpL2g8/m2Mh29/tOKQ0dpDWXOgZuHVrZOEGBkURCbIOMMVRWVuJ2ca5ulwOy7ly3ZUudfPLJfPbZZ8yZM4eqqiomTpzIsmXLchOfP/7447zx8YcccgiPPvoo1157LT/84Q8ZN24cS5cuzZtsfeWVV9LY2Mi5555LTU0Nhx56KMuWLevSGmQA6IDAa8JPayLRGI5liFsNJOxWQxZT1TQ5Y7F1DVG/CuxWPWQ6TcoegU+CWOqfRXvIvMho3PQnWLrwP6tkdBy2rieSLjwBPB0ZQWANIpZaXfjhSB0Dqw5l0MTxIjsR9dYWraM5thvoFFa6EcukiZh6HBpywxe9yAgCu5R48v2ijyPl7thhHXbQgFvkcUgd/bWOT3BNmLQml/HPHgQoahlJhGYSfuYcztDwZ2JHsFyaUj5pX4drZ+kItqVw7HAII0HXvwQsNLa/vLyc3XffvcvnuueeewD46le/mrf9wQcf5MwzzwTafjZt2rSJc845h6qqKiorK9l///15+eWX+eIXv5gr0x2fTToIcCxFxA7rVkZhIuHHf0nMyaxD5kFyXXiAH64PVWvvTYQkCfKzK3uN4Ry/ZHQovlNKaeOagvUGdozm2EjiyXXYQeGhrA0lY3H8BmKpImtSSR0Dvo7Airbb4ybEtsR1XSKRri8X1G9XG77ooouKDlF87rnn2mw76aSTOOmkk4qeTynFvHnzmDdv3la1S2uN9jXxeAycKMZvxrEMjtXi21ttCOeQpXFMMw6FLoA8AprRxsYxzQSF5pBluiYs3Vx8PpHxUDpZfL9OolS0+JwlqWMA1WHCjjKjIJKpo535Qm5QjxtswDLNbfpvLd2Msdzi84lalGuvjnb3Sx39to7ic8h8HLyic8gcSxF04xyyBx98cIuOK6QzwyZbfzbdcccdRROLZHXHZ5PJzu7MPE9KqdwwxuxzGY7SyDzfmec/fD1SOC3mfwIEmdfYDpJoyy26AHCWHSSLlgkTEBXfL3VIHQDa6voFrhB9YUsTJnXqqKOOOopXXnmlw3L19fX85Cc/4Re/+MUWNWZ7YIzBdR2iUUkrLLZvtkliFwjGhNiWdfd8MyGEEGJrdaqH7KSTTuLEE0+kvLycY489lgMOOIBRo0YRi8XYtGkTb7/9NitXruTJJ5/k6KOP5tZbb+3pdm+7lMJ15ZscIYTYFu21117MmTOHE044od0x/qtXr+b2229nzJgxXH311b3YQiGEEANNpwKymTNnctppp7FkyRIWL17MvffeS21tuMaRUoovfvGLTJs2jb/+9a/sueeePdrgbZ4xBIHG6beDQYUQYvv185//nKuuuooLLriAI488sugXjG+99RYXXXTRFmTaFUIIIbqm02FDNBrltNNO47TTTgOgtraW5uZmBg8evEWT17ZbCpJJD8dx6OSIUCGEEL1kypQpvPbaa6xcuZLFixfzyCOP8NFHH9Hc3MyQIUPYb7/9OP300zn11FOprKzs6+YKIYQYALa4H6e8vLzTq08PJJZlYbShsbGZSMyS+TVCCLENOvTQQzn00EP7uhlCCCG2I1s6T1kG1nUzZdlEoi7plEequZGI69LoJwjSLRZcNYAVQxuHwBqGp8pBWWxOe2/AMmjlYoyhMbYnhV5eo8JFVZOxcSiTKtgeo1x8ayiBU1Zkf3iOcK0zqWPA12HAkN2/G5bx2pYhXCRYR4YSOIW/lNEqnJvTHC/8OHL7pY4BWMc40pksi0mr7cLQzZSTcvbIbM+sU9TogwKdWWtsU0OK5iYvXFvL1xiCcE0yUZBt2wTakPYDAAJf4wfh/dpGD8tSYHwgsw5d5jXOvR6U5J0vuw6ZtsLXtL6k8HqD2f0NJWOxdJH3leWSig4hHSn8/0rqkDq0srF1umBZIbY1nud1fcksJCDrfsZgYYgn4jQ1NKKDABsPp+XwRQWYBtJqCChwglqwWr0UJiBth2vwOEEN2rTtazNWnMAahK3rUUXWDvKdYQDYfu0W7Zc6BmAdJAjsUuygoeiaVDoytN1zdLRfWXGpYwDXESFch8x1sl9UJQBoJgwEojp7jsz/PccCZdHshUFE1LEIbAsLsBRYW5H6fiDQ2qCUwso8R7720UF4gRtxwuUEMBbQmDkgfP5zr0d2e0Y6Hf6eig4Jz5GuK1hvYMfwnVIcv6HomlQdnUPqkDq0isAWphIXorcZY9i0aRPDhg3rUgp8Cci6m9FYSuNYBjdRQpBqJOb4xCMtFobWGtLVBKqCiL+RqK4CFc8/j/awlMIzpUTT6wquQ6ZVjCA6iEi6quiaU4FdgR3U4vrrizRYEdjlRfdLHQOpjrCHQZs4gT0ON11VdE2pwCnH9mtx08XqCMsU26+tGM32blLHgKxjHdFMQBZ3B2X2lgGKFCVEaSChWy0+HbUgsw5RytckYhFM2sGyFJZtYdsWgY8owhiNpcC2Lfx0mmRTPY4T9kIkotmFoTVQEx6Qef5TjCJKE4ns9oyUt/n3dKSMmFd4gd/AitHglBJLfVZ0zal0pIxIuq7oOaQOqSOwYqSd0qJlhdiWuK5LQ0MD1dXVDB48uNPHyVcOPUgphW0XWNBZCCGE6GV+Ok1D/SYs28GRZFxCCNHtLMuisrKSdDpNdXU1WuvOHdfVis444wxeeOGFLjdwwJJRNEIIIfpYEITBmG07JEoHIR9OQgjRMyKRCEOGDCGdTlNXV3hobmtdDshqa2uZOnUq48aN4+abb2bt2rVdbqgQQgjR14444gjmzp3bZvumTZs44ogj+qBFPae5sR7bdigtq0ApGRwjhBA9yXVdhgwZQpBJoNSRLv9XXrp0KWvXruX8889n8eLF7LzzznzjG9/g97//Pem0ZMERQgjRPzz33HMsWLCA6dOn09i4OXGF53k8//zzfdiybmY0lgRjQgjRq1zX7fQSYVv0n3no0KHMmjWL//u//+PVV19lt91247vf/S6jRo3i8ssvZ/Xq1VtyWiGEEKJXPf3001RVVXHwwQfz4Ycf9nVzeoginiiVYEwIIXqZ43Quf+JWZVlct24dy5cvZ/ny5di2zTe/+U3+8Y9/8MUvfpFbbrmFyy+/fGtO3z8pC20sAmOBMRhjkfQdVLrVU60Go41Dyh6GNoBqtd8KSFtDMMaQiowsmvYeIB0ZUTQFulEuvjMUCq5kRmYfeM7wwsdLHQOvjkwKci8yongK9MyaVMWkM/u8SOE6dOZxSB0DsY6RZNcXM7nssuF7LrvuFdaIzPaK8EdKg0rn0t43JdM0p3y0NuhAEyjNli5DNnLkSJ5//nnOOussDjzwQJYsWcKee+65ZSfbRinLxmARBOHkch1odGbx0qaUn0l7r8k935m4Lfd6tJJ2MxkvM+nJk27h90Vgh2vxJKNDi6ZAz65JVYzUIXVI2nsxEHQ5IEun0/zv//4vDz74IE899RT77LMPl112Gf/xH/9BWVm4yN8f/vAHvve97w3QgExhlIVBARqDIsDFJ7q5jAGUFV4uG/CtAgtDK4PJFPXtinYXhg7sQajMQopt2xP+KLaYa0f7pY4BVkeLhaEDuxRTrA46qKOD/dlFgqWOgVlHOrOMR/b9nF0YOitlZc+RWZDY16A2Z6pK+Rov0GhAG1DGoE3nMlm1lF27LBqN8uijj3LTTTdx1FFHcdVVV3X5XNsyy1IYY3JBmDaQuUva1wS5gCzzfFv5nzhtFoaO5GcP7miBX98pzd0vptg5pA6pQxaGFgNBlwOykSNHorVmxowZ/OUvf2HixIltynzta1+joqKiG5rXD+kAGx9HKQJlYamAEqeJRKTFxYLWkFxHg7MrkWAj0aAK7LbrkKXs4XimlETq3aLrkCWj44ilVhddk6o5ukdmTaqqgvs9ZwSBXU489c/CD0fqGEB1bF6HLBkbRzz5ftE1qZrju7e7JpUXGU7glBNvLvI4rBjNsd2kjgFZx+rN65DZmXXI7HAdsk3sGK5D5r8Xbo9kespKdgYrSlMyTcrXVJZGcY2LYykcx8K2FY11DQXrbY8x+YHHtddey5577skZZ5zR5XNty4IgwLYUESf8HFFoTBAGo+UlbmYdMqApk6Qr879jk/OlwuuQNYa/J92hpCNlDGr8oHC9VoyGkrGUNq4puiZVfcmu7a5JJXVIHbIOmRgIuhyQ3XHHHZx00knEYrGiZSoqKlizZs1WNUwIIYRoTxAE2EbTUFeP3oKVodesWcPQoflDr0488UTGjx/Pa6+91l3NFEIIIdrV5YDsu9/9bk+0QwghhOiSIPCpr/kcy7aJlwzq8vFjxowpuH2vvfZir7322trmCSG2msGzfXwnoCGWJJo2qAJz6oXo77YqqYcQQgjR1xzHxbYjfd0MIUQ3SkXS1MdS+FYMrCj/HLGB2A4b2XnjYHZoKOn4BEL0IxKQCSGE6JcU4ERc0ulUsaSioluZVj9bby9UvuWtM+fu6n6pY3usI7A0tfEw46syBgxYGNJOmtUjqti9ahg7NEpQJnqIyS7mbLfMN9WjJCATQgjRLzlOhEgsju95NDbW9nVztnMG0nUA2HaYrMGyPSzl535vc4SlUCrAslPYqnAZS/lYtlf0HFLHwKtD2R7G9ijxw4tirTTaaIakPRztgQGv4lMiwQ69da0sBpqGf4U/S3eBAkn1eoIEZN1OtfheyAAKX4e3HKOAKJoIvopjE6d12mew8ImjVRRfxTEF1vDOruujrXiYIasAo1yMFUOrwklYjBXDKLfofqljANahWtRRhFYuyoqjreLt1Mptd7/UMXDrCEyYgGPzciDh/z+Ng4+Ln1ufLJM2OzBgNL42aG3wA40f6HD5EGOIxhP4aUmLXYzKfLZks0oaYzCZTyk/szZZuJBb5vnO/g/AwSeKj0v4eRa+Xn4mLX5gxQksF7/I+ybIbA/aeV8Flotl4u2eQ+oYWHX4dgytomiVWZ9QxTAtL4oVpG1NMpImnpahymL7oEzrvL9ii9XV1XHPf/0XjhvFsW2CICDwfcZN2JtYPLG5oAEyFyS5xWBU6+95Nn9wZgr0ZNOF2KzryzkJ0SVWZk0xx8lcTNkt1isyBrILyjqZC7bYCFD531I2N9bx7mvPYEdcbMfBT6f5z0vOo7a2Nrcmpgg/l+5asJCSQeU4kfD5DnyfIO0x/oAjiJdknisTQDKzVIafWRzcjuV/NgVeuNuX4Ff0JJO3Fp7BwTIN7Pb5RbjButx2O5nA9iUgE91v2I5jwzulu2z+7NEeVP81vD/0y+HPAxaAW5E77vPPP2fJkiXEYjFcN/xca2pq4uyzz+7ws0l6yLqbDrBJYysIlMJSmrjVQMJukZLZaEhV0+SMxdY1RP2qzAVJiw8+nSZlj8AnQSz1z6I9ZF5kNG76EyzdXLA5yeg4bF1PJF14Tap0ZASBNYhYanXhhyN1DLw6iOO5o4l6a4vW0RzbDTtowC1ShxcZQWCXEk++X/RxpNwdpY4BWccnuCZchyyWyMwBsQcBilpGEqGZhJ85h5NJSZ/YESyXppRP2tfh2lk6gm0pHFuF62gF8qVVMTrwcSxFxA4/R5RRuSkSJTEnsw6ZB8nMxa4frg9Va+9NhCQJNgEGdPi6+U1hwJx0R5C2BzGoufD/ksCK0xQdTSL1CXaR91V9fByRoJ6YV/h9JXUMvDqaosNJWiW4/jtApodMlVBj2zhq82XrqHRceshEzxg0rterlICs2xkU2dBKAQbHCm852gApLNI4phmHQv+0PAKa0cbGMc0FF4bO9mRYurnoIsHKeCidLL5fJ1EqWnS/1DGQ6jB5PyzdXHSRYMt47e/XzRjLLbq/ZTmpY+DVYWf+5zm5j6AooLDwcfBwTPZ/Ytgjg63AsnAsRWCFAZhjWygFSilUmxEGoiVjNHWNzVjp8B+ICXzQPhvrmvh3vU9gDDZpdlU1AJSpcJHtJM14QQNJvwaFIaaawhNmPo4C5aGVT9ou3GMWKJvAskhbHloVLqOVT6C8ds4hdQy0OgxpFB6WaWpxTKxlASxs6twy6lz52xfd77P3235ZYOGxsxV+vv2rNtz/23efJ8nmRcttv5mK6nq0asJYmX+UnRxRIAGZEEIIsV1TBF4TyrZR9pZ97BsUSZPI2+abKNpE2mzP0kQJjEPKxLFM21Ee4TkiaBNFFzmH1DEw6wh0lMbMBa3BAmVRFXFROhwGNqhhLE2mouDxQmxLLC0BmRBCCCGUQlkWQaoBO1racfkiTJG5zO1tN7mf7fdkbOl+qWP7rEMZG9svw3caMUqBAo3CNlFKmkYTSVfIShdim2cFHrb2Oy6IBGRCCCHEds9yE5h0kiDVgBWJS5oosc2zAxc7cAlsC23HKWncmVhyZC5rqBDbMivwsAOPwOpcqFW4P1l0G6PlOxwhhBgofvGLX7DzzjsTi8WYNGkSf/nLX9otv2TJEsaPH08sFmPvvffmySefzNtvjGHOnDmMHDmSeDzO1KlTWb26cEKF9iilsGKlKGUTeE1IgmXRXygdwdIRXL9UgjHRLyidDoMx20VbnUs8IwFZD9JBQBBIDnEhhBgIFi9ezKxZs7j++uv529/+xr777su0adPYsGFDwfIvv/wyM2bMYObMmbzxxhtMnz6d6dOn8+abb+bK3HLLLfzsZz9j4cKFvPrqq5SUlDBt2jSSyfaTpxSyOSizwsQeQgghupfR2EE6DMZaLunSAVmHrBuF65AtJOKGGcOaGxuwbYcvTtyHWLzFAogG0Gm0csFoLJMCZbE57X04AlsrF2MMlvEKjpU2Kpq7r0yqYJuyZbZ2v9QxQOowYNhch2W8gufQyu2W/VLHwKwjm1nWiWTea/bmhaExBsuvDbdHMvOdEqNBOejMiAPLUjQ31vH2X1fgOJvXIZvVx+uQTZo0iQMPPJAFCxYAoLVmp5124uKLL+bqq69uU/7kk0+msbGRxx9/PLft4IMPZuLEiSxcuBBjDKNGjeI///M/ueKKKwCora1l+PDhLFq0iFNOOaXDNoXrkN1DJD4Iy86uQ5ZGp5vYccJXicQHERiDRUAlYbr7qAqDvRSlGBTKFMmGp8LzdbS/M2WkDqmj2H6DjSJN5fqF2P7nBY8RoqeFWRbD0Qn/0nsB8Fv/4jZZFis3vIlWFtrJZAb10/z42itkHbJeZwzG90l5HpaycBwLGw+nZWekAkwDaTUEFDhBLbQeY2oC0na4Bo8T1KBN2256Y8UJrEHYuh5VZL0P3xkGgJ29wOnifqljANZBgsAuxQ4aiq5JpSND2z1HR/uVFZc6BnAdEcL1rNzsws+E2daaKQcgqrPnyPzfc8Isa81euHhW1LEIbAsLsBRY20Dqe8/zeP3115k9e3Zum2VZTJ06lVWrVhU8ZtWqVcyaNStv27Rp01i6dCkAa9asoaqqiqlTp+b2l5eXM2nSJFatWlUwIEulUqRSm79sqaurQwcaHfi5L/aMCQBFOtlIWhu00SgCStgYtjuT3j5phV8UWkGR19wOX69i+42KYqxYuNRGkS+IOjqH1CF1GOUAFk1eBDuIFTxGiJ6msKm1woCqSYfvQytIYbdYlsryU2GXirJROrPYo+ncSDkJyLqZ0ZqUn8RxbOxoCQRJYo5PPNJieIjWkK4mUBVE/I1EdRWoeP6JtIelFJ4pJZpeV3AdMq1iBNFBRNJVRdecCuwK7KAW119fpMWKwC4vul/qGEh1hJdr2sQJ7HG46aqia0oFTjm2X4ubLlZHWKbYfm3FaLZ3kzoGZB3riGYCsrg7KLO3DFCkKCFKAwndag2YqAWZcfgpX5OIRTBpB8tSWLaFbVv09Qi8jRs3EgQBw4cPz9s+fPhw3n333YLHVFVVFSxfVVWV25/dVqxMa/Pnz2fu3Ll5266/YS7p5jryRmEYw2cf/I1AB2AMyrKptZLhLu1jDOBswEIDxZ5cB6MsVJFeUbAwys3sL3xRYpSLCXy09sPX0wrbqLVBa4NlOSjb2eo6lGn/cWgsjJ8EpbCtMKufMaADDcrCcqKZHpstr6Pj5yqC9lPhyJnMOnsYCHT4eiknNkBfDwuUjfK/QKDD3IyOCujx6WQGfGNjMvVlX48223qYNopA29hWgKVM0W09yWQed8vnvtC2nm1E374eCs1bjMM3NkmdwLYCEnxIHAuMzrynFVaQxg7S5BrTyYGIEpB1M601SikSiTieVpKWVQghRK+ZPXt2Xq9bXV0d991/f/hL7gIh/GHZDsaOEKQaMb6PchVpPwzQYlELbTsogs3f9LZiLBuDXXSdHaMUxnJQOo0qMMoDQFsOylb4qYB0OiDihF8++n5433Ej3VNHB4/DwgYskp6P0YpIxMZL+1hK4boW2BGU9reqjo4fRwRbpfFSAem0T9R1SPsB2hhirgPOAH09jAlfD9/CVgFxu6nnL/4BFEQMNAUJPB0h5jTj6SjaWMSdZmxVuP090Q7PuKR8l6gdBsJeECFqe7hWscC4+9tgG5tmP45R4NopUkEcS+kB83oowFUpXCBtXDzfBVtjIDNnLBK+dwMvs6RDy2lIHZOArAfE49E+Hz4jhBCi9wwZMgTbtlm/Pr+HcP369YwYMaLgMSNGjGi3fPbn+vXrGTlyZF6ZiRMnFjxnNBolGo0W2NN2WKdlO+Giu/EydLIezwuHmJXGbRxb4VsKZQy2VbinI1AGoxSOLtITAgSWwlYaVaS3JFtHLA5JT5HKDEuNRxUxt3vr6PBxWIaIbdHYrEl7Po4FpXEFynRfHR0+DkPMVjQ0G9Je2IM0KG7h2GbAvh4NzRrP84haaSojG3ulR6ilEruBmnQlad9FYRjifkbE6uUueRsa/QSNfjhfqTxSS4nT1LttAEqsBjZ5O5D2XaJWiorIpgH5eiQiKSxlSAUJFJrAiaLtTM+vygRjrb4A64hkWRRCCCG2kuu67L///qxYsSK3TWvNihUrmDx5csFjJk+enFceYPny5bnyY8eOZcSIEXll6urqePXVV4ueUwghRP8jPWQ9oLk5hePIUyuEEAPJrFmzOOOMMzjggAM46KCDuPPOO2lsbOSss84C4PTTT2fHHXdk/vz5AFx66aUcfvjh3HbbbRx99NH89re/5bXXXuPee+8FwjT1l112GTfddBPjxo1j7NixXHfddYwaNYrp06d3S5uNMehkAxhNLBbB8wIakoZ41EZFLBQ2xhReR8coG2Ms/KL7LQwWhkhmfkVb2oR1pFIKLw1uJPzsTHoB2igise6ro6PHkfJtmlM+lmXjujbJlE99syIWD5NKdEcdHT0ObRySzRptLGIxR16PlI9lO7iuS6opycb0MEqcpl6ZuwXh9J9GP4E2FolIM8kgSnV6KAmnCadID19PSPouqSBK1A57sev8ClImTszppSGLgK8tmvwElqWJ2Sma/PiAfT3W+l/IrTMGYAfh62A6uQh0IRI1dDPLstBa09TUHCb1EEIIMSCcfPLJfPbZZ8yZM4eqqiomTpzIsmXLckk5Pv74Yyxr88CUQw45hEcffZRrr72WH/7wh4wbN46lS5cyYcKEXJkrr7ySxsZGzj33XGpqajj00ENZtmwZsdjWZ5szxhAkGzEmwImW4NjN2DFFc9KnOeUTtQKctvmkup3npUmnA9yIjetuvizx0gHGShNxe/5SJQgCUqlwzlg85qCUIh51aE75JJNpognT8zkLjCGVTKONIR51sG1LXg+liMUiKMumxE3R5EVo9BO9EgTkXfxnLvhLVBONfoImP9FrQUDLYKxlAJYKwqHJvRGU5YIxpXPPfcJposlPDMjXI7foc4t1xuzAQ3cyo2Ihsg5ZN6qrq+Oehffg2A4pz0OhiLgOe07YnXi81Yen30DaGgJoIv6GomnvjTFE/A1bnfbe8QsvTNrRfqljANbRibT36UyK80j6sy3arzuRZl3q2H7rcLNp76OZ7LJOi7T3xhD3Pg63RyvCn2V7gnJyae/jrk1TQx3/75XlOBEX24mQTqe5/OLv9+k6ZNuiuro67rjjTrBsLDu8mjfGYIIAJxLFGI0dH5Tbl93vNzeACXDjgzBW4SjAzlyBBUUuIxThkgTamKLTKIyXxPeasdwYtpufbTjwmtFeEseNo9zCAWhn6uiwnTrAa64HZePES/Pm2unAJ2huwLJt7Fgpxa46O6qjo/0YQ5BsQAcBdrwUy3Za7BrYr4eVKd+QbEYHPrafwigL7USLvh5bzRgsP4Uy4fwgWj7n7e3rZipIYwVptB3B2JFO7+tWOij+nLe3rzttY6+Hb0fbLPpsBR52kELpAKPszc+FDrjxhjmyDlmvUwrlOMScCM2NDfi+JsDFb7HYLgZQVvjPyoBvlbddGFqZzPLQ4NsV7S4MHdiDUFaR1cAzpwyc8i3aL3UMsDpaLAwd2KWYYnXQQR0d7M8uEix1DMw60pllPDYvdB4uDJ2VsrLnyIwy8DWozd88pnyNF2g0oA0oY5DvFtvXMsgw2oDRGBMQSZSjWn0hqBRE4mX4yTq85nqcWFlegJA7T7Z8kb4jpTIfd9k7rfheM4HXjOMm2lz8AzhuCQEWaa8JG4VToExHdXTUTh34pJP1KMvGiZW1SXxi2y5Woox0cx0m2VCwTEd1dLTfGIOfrMfogEiiTF6PVq9HmN3coLEJLAvt2Dh+M8r38J149wcBxuD4zWAMaSfRNgBWEGTaYGXaUCxI3hpW4GEF/7+9u4+Tq6rzPP455966VdXd6W4IIZ0EgSgBRHkSNJMRdxzJiwRZIMg6wGRAMAPKijMIjq6zA8GXzCDoKIvy4LoOiIug8cX6BJNdNgwCGpAgvGZHIEKGB3lokIT0Yz3de87+UdXVT1XdTac6naa+79erX919z7n3d++p6ur7q3vr/OKaJ/8ABAEWW74yg63dZxcZlxDGRZwJao+1DfR4VAxN6hG6GHxSqZ83dUrIGs0lBMSEYQqXbSUp5mgNB2lJjbiM6RzkX6E/fAep5HXSSTcE4+uQFYKFFH0bLYWn6tYhy6eXkSk8XbcmVS59SKUmVe2aNcWwiyToIFv4Xe3DUYwmijFchyyfWUY2/0zdmlS57MET1qQqphaShB1kc3WOw2bIZQ5SjKaM8fRwHbKgUocsKNche4Ml5Tpk8dby8lRldsLWA8GmGcyXKMSOvdrSRD4itIYwtIRhgJ/tQmR7MF+pO8ZQ4lqZsjxMt5brPdWZfjzMlBORYq6HIN2GGZMEBNZiMMR11jcYwsASJ46x10tcMY8r5QjTrdgoU3cbQZQhAOLCAM457JgrMxPFqB6HDfB4kjEzA/okJin0Y21ImGkn8a5mEmGwpLLtFAd7KQ72YDNt45KyejGqx1FnrEZ+hi9qadfjUePxMJjqVTIoT4sfh1nCOEcY5xqbBFRO/o13E5/YGzNuHxqZBJSvtoy/LW4sN+YzTI1MysrJWA5v7IRjrMdjmAsifJzH4MHFb+ozZZplcQbZICAINMQiIjL7vPeQVOpHmaDmVZaRjDGE2XkYE5AU+huW9A6d/NtUtuZVlrHCKItNZXGl8i1zjTB08m9MUDnGiU8gbRASpNvwPsHl+xtyRXYoGfM+IUi36fF4E4/HUBJgvKtePdn1nZjiyf+QShLgjS2vVyeJfbOmevI/xAURSVD+XJNNGvN5sqkmY0P0eIzcD4vHYPAYN/W/UWULM8xY1SMTEZFZNiYZm2qtTGNM5YpQY5KAkSf/Y6+uTMRGmYYlASNP/mtd7arHNDApG5uMjb3aVXcf9HgMr9fIJODNnvwPaXAS8KZP/isamZS92WRsiB6PYd4Ew0lZnXp842JNdydFRERkjvCVExMbYuyb+9ffqCRguif/QxqRBEz35H9II5Ky6SZj1X3Q4zG8fiOSgOme/A9pUBIw3ZP/IY1IyqabjA3R4zHM27CSlE0x3puOICIiInPPNJKxIbuaBOzqyf+QXUkCdvXkf8iuJGW7moxV90GPx/B2diUJ2NWT/yG7mATs6sn/kF1JynY1GRuix2NYOSmbGk3qISIi8hY1nCyUT668c9UTJJfE+PLHz2ty3pWnyB9xQmVSGXxxkDjXh/Gt2CAsb7PuNixxIYeLC9gwjQnCUclDrRij1ncGY8yoGCYIMS4iKQ7iXYJNZ/HOTXgcLomJ8wMYazGpDLik2r9WjFrHMTaGDbPlfcj1YjNtABMeB0CS78c7RxCVSz2MHovxMcYeR7M+Hs4YXFIqT6tagwdiExIkRQI3QGKjyRMK7wlcEbwjDqJyvAnGbipiQgJfJCgOkARRefrzSVhXInAxiQ3LJY7i0i7tgysXHyAo5SGJcXbyKfGNT8qzNRpLYkLYxVthm/fxcDBUi6xSrmqoguFkb9woIWs4U52uvjL5K7Erf1V5A6RxpIhNloAsY6d9BktMFmfSxCaLr3Ex09ns8Pc6z1lvIrzN4Eztd8C8zeBNVLddMZowhhkRow5nIozN4mz9/XQmmrBdMZo3RuLL/+yHy4GUX/8cITERscmOWA4k5WnaY+dxzhMnrjyLm2fCk0eBvr4+vnjFFbO9GyIiTa2vr4+OjvplY1QYuoF6e3u58VvfIozShEFAkiQkccyydx9OJtsy3NEDlROS6qXcce8cVFK6Me9uisy4mS90L03OVmqKhWHlnduRt4R4D0nl1qewkphlumDMO5u5gV6e2nIvQSoiCEPiUolL/+qTKgw9hnOOl19+mXnzJp+5bip6e3t529vexu9//3uN85ugcZs+jd30aNymp9Hj5r2nr6+PxYsXYye4ZVxXyBrNJQSUCAwkxmCNI2v7aQlGXP71DgrbGQyXEridpOPuygnJyOrnJQpBFzEtZAq/q3uFrJjaj6j0Itblau5OPr2MwPWRKtWuSVVKdZHYeWQKT9c+HMVovhhkKUb7kS6+VDdGLnMQQdJPVCdGMdVFErSRzT9T9zgK0RLFaMoYLxL5ch2yTEul8HMwDzD0sIgUOVriyjbCBeXvLUvARgwWYkqxo6M1InQpAmsIg3Ldo+JAY6bffqux1rLffvs1fLvt7e06yZsGjdv0aeymR+M2PY0ct4mujA1RQtZw5btFy6lVub58aMtfVc4DBSwlQp8jpNYJUJGEHM4HhD5XszD00JUM63J1iwQbX8S4fP12l8eYdN12xWimGH7UN+tydYsEW1+cuN3l8Daq2z6yn2I0X4yg8poXVv8FpSmX340JKRL6odfEyofSAwPWElpDYssJWBhY8A5jDIXcIIXi4IRxRURE9lRKyEREZE6K4xKl/hJJEpOOWiZfQUREZA+kae9FRGRO8kBcKpJKpYky9SckkcZJp9OsX7+edDo9eWep0rhNn8ZuejRu0zNb46YrZCIiMqfFcZEg1L+z3SGdTnOFZm180zRu06exmx6N2/TM1rjpCpmIiMxJQRAyr3NvgiAkN9A327sjIiIyLUrIRERkTgqCAGMsbe2d2EBXyEREZG5SHbIGKtchu4lUlCYIwmodskPefRiZ7IjPN3jAlXAmAu+wvgDGMjztfbm0tDMR3nusL9aseO/N8P2txhdq7tNQn11tV4wmieHBMxzD+mLNbTgTNaRdMZozxtDMsmGq8lwLhgtD4z027ikvT7WVv7fsBybEufIrobWG3EAvTzyyiTAs1yErlYpc+lcXqg6ZiIjMOXpLsdG8x3iHwQMGgyegSDjyYqQBfD8lsw8YCJMesGMeCp9QCso1eMJkJ86PL+jpbZbEziNwfZg6tYPicF8AgqETnDfZrhhNGIMWkqCNIOmvW5PKpRZMuI3J2o3NKkYTx0hRvr0wGir8THmGxBzlWi1pN7SNyuteaMFYcsWk3B5aksBiAWvAGoM1uuFDRETmJiVkjeYd1jgC44iNxRhHJozJpkYUhnYOSttJTCep+HXSrhvMmBnCXBFrDEXfRrr0Ss06ZM5kSNLzSJW669acSoJOgqSHKH61zg4bkqCjbrtiNFOM8tUH57MkwTKiUnfdmlJJ2EEQ9xCV6sUo96nX7myGXHCQYjRljFdIVxKybDSv0toOGAq0kqafFjem+HTagk0BUIgdLZkUvhRircEGliCwJDEiIiJzkt5SFBERaSJ33nknJ5xwAvPnz8cYw+OPPz6uTz6f51Of+hTz58+nra2N008/nVdfrZ+MA3jvufzyy1m0aBHZbJaVK1fy9NNPj+qzY8cO1q5dS3t7O52dnaxbt47+/v5GHt5uc+6552KMGfW1evXqSde7/vrrOfDAA8lkMixfvpxf//rXo9qnM/ZzyWTHP9aGDRs49NBDyWQyHH744dx9992j2qfyvJvLrrjiinHPs0MPPXTCdZp1zO6//35OPvlkFi9ejDGGH//4x6Pap3vcu+NvVgmZiIhIExkYGOC4447j6quvrtvnM5/5DD/72c/YsGEDv/jFL3j55Zf5yEc+MuF2r7nmGq677jpuuukmHn74YVpbW1m1ahX5/PBV17Vr1/Lb3/6We+65h5///Ofcf//9XHDBBQ07tt1t9erVvPLKK9Wv22+/fcL+P/jBD7jkkktYv349v/nNbzjyyCNZtWoVr732WrXPdMZ+rpjK8Y/0q1/9irPOOot169bx2GOPsWbNGtasWcO//du/VftM5Xk3173rXe8a9Tx78MEH6/Zt5jEbGBjgyCOP5Prrr6/ZPp3j3l1/s0rIREREmsjZZ5/N5ZdfzsqVK2u29/T08J3vfIevfe1rfOhDH+KYY47h5ptv5le/+hUPPfRQzXW891x77bX83d/9HaeeeipHHHEEt956Ky+//HL1Xeonn3ySjRs38j/+x/9g+fLlHHfccXzjG9/gjjvu4OWXX56pw51R6XSarq6u6tdee+01Yf+vfe1rnH/++Zx33nkcdthh3HTTTbS0tPBP//RPwPTGfi6Z7PjH+m//7b+xevVq/uZv/oZ3vvOdfOlLX+I973kP3/zmN4GpPe/eCsIwHPU822effer2beYxO/HEE7nyyis57bTTxrVN97h319+sErKZpjksRURkDnn00UcplUqjErZDDz2U/fffn82bN9dc59lnn6W7u3vUOh0dHSxfvry6zubNm+ns7OTYY4+t9lm5ciXWWh5++OEZOpqZdd9997HvvvtyyCGHcOGFF7J9+/a6fYvFIo8++uioMbLWsnLlyuoYTWfs54qpHP9YmzdvHvfGwapVq6r9p/K8eyt4+umnWbx4MW9/+9tZu3YtL7zwQt2+GrPapnPcu/NvVgnZDPLekyTJbO+GiIjIlHV3dxNFEZ2dnaOWL1y4kO7u7rrrDPWpt053dzf77rvvqPYwDNl7773rbndPtnr1am699VY2bdrE1VdfzS9+8QtOPPHEuv/3X3/9dZIkmXSM3uzYzxVTOf6xuru7Jx2voWVT3eZcs3z5cm655RY2btzIjTfeyLPPPssHPvAB+vr6avbXmNU2nePenX+zmmWx0YzFeUvsDMXBAYw15OMQUxoz1GY+zocUgn1xHjBj2m1Cye6D955CalHdae8BSqmuulOgexMRhwuod6mu3AbFcGHNdsVowhiVKciLqa76U6CbqDrNeS2lSlsxVTuGqxyHYjRjjEVAub6Yr84uW37OOcLy1Pe2q7K8s/yt4MCUqtPeD+ZL5Aoxznlc4kiMw+luhJpuu+02PvGJT1R//+d//mc+8IEPzOIezU21xvHMM8+s/n744YdzxBFH8I53vIP77ruP448/fjZ2U96CTjzxxOrPRxxxBMuXL+eAAw7ghz/8IevWrZvFPZNGUkLWaMbgMBQGczjvSAURCRHxiGK75RJltny67CG2HeMLQxtfKQ8NcdA5YWHoJJiHsVGNHsObTMKOabUrRpPFGFEYOgna8PViMEmMSdqHigQrRnPGKFXKeAwXOi8Xhh5SsEPbaC1/ix0YN9weO4qJwwHOg/Ee75WR1XLKKaewfPny6u9LliyZdJ2uri6KxSI7d+4c9a7vq6++SldXV911hvosWrRo1DpHHXVUtc/YyRviOGbHjh11t7unmMo4vv3tb2efffbhmWeeqZmQ7bPPPgRBMG72tZHjOp2xnyumcvxjdXV1TTpeQ8vqPe/eajo7Ozn44IN55plnarZrzGqbznHvzr9ZJWQN5l1CMTcIQDrbivFFWsNBWlLDJxM4B/lX6A/fQSp5nXTSDcH4OmSFYCFF30ZL4am6dcjy6WVkCk/XrUmVSx9SqUlV+7JpMewiCTrIFn5Xs10xminGcB2yfGYZ2fwzdWtS5bIHT1iTqphaSBJ2kM3VOQ6bIZc5SDGaMsbTw3XIgkodsqBch+wNlpTrkMVby8tTlX9mrQeCTTOYL1GIHXu1pYl8RGgNYWgJwwCvQmQ1zZs3j3nz5k3ecYRjjjmGVCrFpk2bOP300wHYunUrL7zwAitWrKi5ztKlS+nq6mLTpk3Vk5ve3l4efvhhLrzwQgBWrFjBzp07efTRRznmmGMAuPfee3HOjUp29kRTGccXX3yR7du3jzrZGymKIo455hg2bdrEmjVrAHDOsWnTJi666CJgemM/V0zl+MdasWIFmzZt4uKLL64uu+eee6pjMZXn3VtNf38/27Zt4+yzz67ZrjGrbTrHvTv/ZpWQNZhzDjy0tbUQE+B1jiAiInuQHTt28MILL1RnNty6tZwAD83g1tHRwbp167jkkkvYe++9aW9v59Of/jQrVqzgj/7oj6rbOfTQQ7nqqqs47bTTMMZw8cUXc+WVV7Js2TKWLl3KZZddxuLFi6snMu985ztZvXo1559/PjfddBOlUomLLrqIM888k8WLF+/2cdgV/f39fPGLX+T000+nq6uLbdu28bnPfY6DDjqIVatWVfsdf/zxnHbaadWTt0suuYSPfexjHHvssbzvfe/j2muvZWBggPPOOw9gymM/V012/Oeccw5LlizhqquuAuCv//qv+ZM/+RP+8R//kZNOOok77riDLVu28N//+38HmNLzbq777Gc/y8knn8wBBxzAyy+/zPr16wmCgLPOOgvQmI3U398/6srhs88+y+OPP87ee+/N/vvvP6Xjnq2/2TmXkJ177rl897vfHbVs1apVbNy4ccL1rr/+er7yla/Q3d3NkUceyTe+8Q3e9773Vdvz+TyXXnopd9xxB4VCgVWrVnHDDTeM+yDfpDxkMhFBEBBrPg8REdnD/PSnP62eTADVz0KtX7+eK664AoCvf/3rWGs5/fTTR/1PHGnr1q309PRUf//c5z7HwMAAF1xwATt37uS4445j48aNZDKZap/bbruNiy66iOOPP766/euuu24Gj3ZmBEHAv/7rv/Ld736XnTt3snjxYk444QS+9KUvkU4Pf0Rh27ZtvP7669XfzzjjDP7whz9w+eWX093dzVFHHcXGjRtHnWtMZeznqsmO/4UXXsDa4fnm/viP/5jvf//7/N3f/R1/+7d/y7Jly/jxj3/Mu9/97mqfqTzv5rIXX3yRs846i+3bt7NgwQKOO+44HnroIRYsKH9uV2M2bMuWLfzpn/5p9fdLLrkEgI997GPccsstUzru2fqbNX6O3Xh/7rnn8uqrr3LzzTdXl6XT6Qlrf/zgBz/gnHPO4aabbmL58uVce+21bNiwga1bt1ZnfLrwwgu56667uOWWW+jo6OCiiy7CWssvf/nLKe9bb28v37z+m7S2pAnDFIXE4uMcRx35DlpaRjzJR96yGO8ptyxurdmuGM0UQ7csKsZuvmWxtXILWGrELYu+n5Z85bmZrdyyuOD9425ZHOjr4ZEHNhJG5dfbYqHAX1/0CXp6emhvb6+5DyIiInuiOTnt/R5diNF7isXSdA9NRERERESayJxMyPaUQoyFQoHe3t5RX8YYisWYQqHYgCMVEREREZG3sjn3GbLVq1fzkY98hKVLl7Jt2zb+9m//lhNPPJHNmzcTBONv65uoqNtTTz0FTL+o21VXXcUXv/jFUcu+/OWrCEJLPl8kiAyhNcSu/FXlDZDGkSI2WQKyjJ32GSwxWZxJE5ssvkbuPFTXx9ksuHHNlVAR3mZwpvZ9wd5m8Caq264YTRjDjIhRhzMRxmZxtv5+OhNN2K4YzRsjqcx2NFwOpPz65wiJiYir9ckqU/AnHrwjdh7nPHHiiBOH9+A15b2IiMxxe3RCtqcXYvzCF75Q/cAglD9DdtvttxNEaYyNKeRzEEXkXBs+aRle0QNBW/kEw8wjTs0DM6bwc1A+wfDek8sczOhkbbRitN+E+5kE80iCiafrzWeWTdiuGE0Uo5LoFaKJ6xUlQRu54KAJ++QyE7crRjPG2I9SpaZYwaYqS4drn5XI0hMOPTcridlgAmb4roOegSK5XInEeUg83pSTNRERkbloj07I9vRCjOl0etRsSgC4hIAS6UwK5zP4pETW9tMSjJj/3jsobGcwXErgdpKOuyEYc4XMlSgEXcS0kCn8ru4VsmJqP6LSi1iXq7mP+fQyAtdHqlT7Sl8p1UVi55EpPF2zXTGaMAZZitF+pIsv1Y2RyxxEkPQT1YlRTHWRBG1k87ULVzqbpRAtUYymjPEikS9P6pFpqRR+DuYBhh4WkSJHS1zZRlieRYyWJWAjBgsxpdjR0RoRuhSBNYSBIQwsJPXftBIREdmT7dEJ2dwsxOgxlFOrVJQmKcSE1hPaEe/eOg8UsJQIfY6QWidARRJyOB8Q+lzNWRaHrmRYl6s7457xRYzL1293eYxJ121XjGaK4Ud9sy5Xd8Y964sTt7sc3kZ120f2U4zmixFUXvPC6r+gNGCwxIQUCf3Qa2LlqlhgwFpCa0hsOQELA4sx5Zo6ZuwdBiIiInPInJrUo7+/n7/5m7/hoYce4rnnnmPTpk2ceuqpNQsxfvOb36z+fskll/Dtb3+b7373uzz55JNceOGFdYu6/cu//AuPPvoo5513XkMKMdpgTg2xiIiIiIjsRnMqWxgqxHjKKadw8MEHs27dOo455hgeeOCBSQsxfvWrX+Xyyy/nqKOO4vHHH69Z1O0//sf/yOmnn85/+A//ga6uLu68887denwiIiIizeY73/kOJ5xwwozH2bhxI0cddRTO1ZkVS2SW7NG3LI6VzWb53//7f0/a77nnnhu37KKLLqreolhLJpPh+uuv5/rrr9+VXRQRERGRKcrn81x22WVs2LBhxmOtXr2ayy67jNtuu42zzz57xuOJTNWcukImIiIiIm8dP/rRj2hvb+f973//bol37rnnct111+2WWCJTpYRMRERERHbJrbfeyvz58ykUCqOWr1mzZsKrUXfccQcnn3zyqGUf/OAHufjii8dt59xzz63+fuCBB3LllVdyzjnn0NbWxgEHHMBPf/pT/vCHP3DqqafS1tbGEUccwZYtW0Zt5+STT2bLli1s27ZtegcqMgOMV0XNhunt7eXGb91EKkoTBCFJkpDEMYe8+zAy2REFVz3gSjgTgXdYXwBjGZ723gMeZyK891hfpNaD5M3w5+aML9ToMdxnV9sVo0liePAMx7C+OL4P5SLBjWhXjOaMMTSzbJiqPNeC4cLQeI+Ne8rLU23l7y37gQlxlVpj1hpyA7088cgmwjAiCEPiUolL/uqT9PT00N7eXnMfRGTm5HI5Fi1axLe//W0++tGPAvDaa6+xZMkS/s//+T/86Z/+ac31Ojs7+da3vsUZZ5xRXfbBD36Qo446imuvvba6bM2aNXR2dnLLLbcA5YSsr6+Pf/iHf+BDH/oQX//617ntttv44z/+Yz7+8Y9z5JFH8vnPf56tW7fy29/+dtRsrF1dXXz5y18eleCJzKY59RmyOcF7jHcYPGAweAKKhCMvRhrA91My+4CBMOkBO+ah8AmloFyDJ0x24vz4aZ29zZLYeQSuD1OndlAc7gtAMHSC8ybbFaMJY9BCErQRJP11a1K51IIJtzFZu7FZxWjiGCnKdciicOiNqhYAcnQAkHZD26i87oUWjCVXTMrtoSUJLBawBqwxODei1qOI7HbZbJY///M/5+abb64mZP/zf/5P9t9/fz74wQ/WXGfnzp309PSwePHiacX88Ic/zCc+8QkALr/8cm688Ube+973VuN//vOfZ8WKFePqyi5evJjnn39+WjFFZoISskbzDmscgXHExmKMIxPGZFMjThacg9J2EtNJKn6dtOsGkx29HVfEGkPRt5EuvVKzDpkzGZL0PFKl7ro1p5KgkyDpIYpfrdkOhiToqNuuGM0Uo3z1wfksSbCMqNRdt6ZUEnYQxD1EpXoxyn3qtTubIRccpBhNGeMV0pWELBsN1ZlsBwwFWknTT4sbU3w6bcGmACjEjpZMCl8KMcZgA4t3CYXBvrr7JSK7x/nnn8973/teXnrpJZYsWcItt9zCueeeW7dWYC5XfgMok8lMK94RRxxR/Xlo5uzDDz983LLXXnttVEKWzWYZHBycVkyRmaCETERE5qQkLmKsJZ/rxwb6dyYy244++miOPPJIbr31Vk444QR++9vfctddd9XtP3/+fIwxvPHGG5NuO0mScctSqVT156Gkr9aysdPc79ixgwULFkwaU2R30aQeIiIyJznvGezvwdqAbEvbbO+OiAB/+Zd/yS233MLNN9/MypUredvb3la3bxRFHHbYYTzxxBPj2l59dfTV9n//939vyP7l83m2bdvG0Ucf3ZDtiTSCEjIRERERaYg///M/58UXX+Tb3/42H//4xyftv2rVKh588MFxy3/yk59w5513sm3bNv7+7/+eJ554gueff56XXnppl/bvoYceIp1Os2LFil3ajkgjKSETEZE5yRpDS1sHziXkBvtne3dEBOjo6OD000+nra2NNWvWTNp/3bp13H333fT0jJ4Q6KSTTuKaa67hsMMO4/777+eGG27g17/+Nd/73vd2af9uv/121q5dS0tLyy5tR6SRdNO9iIjMSUEYEaZStIV70bvz9dneHRGpeOmll1i7di3pdHrSvocddhgnnXQSN9xwA1/4wheqy5csWcKGDRtG9b3wwgurPz/33HPjtjW2ktOBBx44atnrr7/Oj370o3G1yURmmxKyRjMW5y2Jt+A93lvycYgpjRlqMx/nQwrBvjgPmDHtNqFk98F7TyG1qO609wClVFfdKdC9iYjDBVCzkhmVNiiGC2uvrxjNF6MyBXkx1VV/CnQTVac5r6VUaSumasdwleNQjGaMsQgof97LV2eXLT/nHGF56ns7NBtaZ/lbwYEpVae9H8yXyBVivPe4xBGEKdItQzM2ishseeONN7jvvvu47777uOGGG6a83le+8hV+9rOfzeCelT333HPccMMNLF26dMZjibwZSsgazRi8sXgM4PAYEiLiEcV2yyXKbPl02UNsO8YXhja+Uh4a4qBzwsLQSTAPY6MaPYY3mYQd02pXjCaLMaIwdBK04evFYJIYk7QPFQlWjOaMUaqU8RgudF4uDD2kYIe20Vr+Fjsww7OkFWJHMXE4wHkw3mPH1nIUkd3u6KOP5o033uDqq6/mkEMOmfJ6Bx54IJ/+9KdncM/Kjj32WI499tgZjyPyZuk/WKO5hICY0BgSY7EmoTUcpCU1YspV5yD/Cv3hO0glr5NOuiEYX4esECyk6NtoKTxVtw5ZPr2MTOHpujWpculDKjWpumu2F8MukqCDbOF3tQ9HMZooxnAdsnxmGdn8M3VrUuWyB09Yk6qYWkgSdpDN1TkOmyGXOUgxmjLG08N1yILKVa2gXIfsDZaU65DFW8vLU5UrZa0Hgk0zmC9RiB17taWJfERoDWFoCcMAn6gwtMhsq3Ub4XTcd999DdmOyFyhST1ERERERERmiRIyERERERGRWaKETEREREREZJYoIRMREREREZklSshmmEvc5J1ERERERKQpaZbFhjPV6epLxQLeeWJniN2IOmLeAGkcKWKTJSDL2GmfwRKTxZk0scnia+TOQ3V9nM1CnbzPmwhvMziTqd1uM3gT1W1XjCaMYUbEqMOZCGOzOFt/P52JJmxXjOaNkfjyjIjD5UDKr3+OkJiIuFqfrDIFf+LBO2Lncc4TJ444cXhfLgQ7thisiIjIXGK8/pM1TG9vLzd+61uEURoXxxTyOVJRxCFHHEUm2zLc0QOVExKGht+MLfzsK81DD8/4wtAiM0IXdWWG2UpNsTBMlRcEI2qfeQ9JZer9sJKYZbrAjC79kRvo5akt9xKkIoIwJC6VuPSvPklPTw/t7e0zfQgiIiINoytkjeYSkuIgccmRSmcIrSdr+2kJRtTI8Q4K2xkMlxK4naTj7soJyYiky5UoBF3EtJAp/K7uFbJiaj+i0otYl6u5O/n0MgLXR6pUuyZVKdVFYueRKTxd+3AUo/likKUY7Ue6+FLdGLnMQQRJP1GdGMVUF0nQRjb/TN3jKERLFKMpY7xI5Mt1yDItlcLPwTzA0MMiUuRoiSvbCBeUv7csARsxWIgpxY6O1ojQpQisIQwMYWAh0ZtWIiIyNykhazDnHC52ZLMZCNP4OEdoPaEdcSHSeaCApUToc4TUOgEqkpDD+YDQ52oWhh66kmFdrm6RYOOLGJev3+7yGJOu264YzRTDj/pmXa5ukWDrixO3uxzeRnXbR/ZTjOaLEVRe88Lqv6A0YLDEhBQJ/dBrYrH8LTBgLaE1JLacgIWBxRgwxmDG3WEgIiIyd2hSjwbz3hNFIel0NHlnERERERFpakrIGs0Yoig123shIiIiIiJzgBKyRvOeRFPdi4iIiIjIFCghazQD+XyRJElme09ERERERGQPp4Ssway1GGMYGMjhlJSJiIiIiMgEVIesgcp1yG4iTEWUCkWSJCYVRRx6+LvJZEcUXPWAK+FMBN5hfQGMZXja+3JpaWcivPdYX6TWg+RNuvqz8YWa+zTUZ1fbFaNJYnjwDMewvlhzG85EDWlXjOaMMTSzbJiqPNeC4cLQeI+Ne8rLU23l7y37gQlxrvxKaK0hN9DLE49sIgyH65BdojpkIiIyB2na+0bzHosn25JlsH8AlyQEFAlHXow0gO+nZPYBA2HSA3bMQ+ETSkG5Bk+Y7MT58dM6e5slsfMIXB+mTu2gONwXgGDoBOdNtitGE8aghSRoI0j669akcqkFE25jsnZjs4rRxDFSlOuQRUOFn2kBIEcHAGk3tI3K615owVhyxfJdB+nQkgQWC1gDVlPfi4jIHKaErNG8wxpHaD1RSytJYYBMGJNNjSgM7RyUtpOYTlLx66RdN5js6O24ItYYir6NdOmVmnXInMmQpOeRKnXXrTmVBJ0ESQ9R/GqdHTYkQUfddsVophjlqw/OZ0mCZUSl7ro1pZKwgyDuISrVi1HuU6/d2Qy54CDFaMoYr5CuJGTZaF6ltR0wFGglTT8tbkzx6bQFW569thA7WjIpfCnEWoMNLEFgSWJERETmJH2GbAYZYwiCGgWdRUREREREUEI283QXjYiIiIiI1KGETEREREREZJYoIRMREREREZklSshERERERERmiWZZbDRjcd6SeAve470lH4eY0pihNvNxPqQQ7IvzgBnTbhNKdh+89xRSi+pOew9QSnXVnQLdm4g4XAA1K5lRaYNiuLD2+orRfDEqU5AXU131p0A3UXWa81pKlbZiqnYMVzkOxWjGGIuAcn0xX51dtvycc4Tlqe9tV2V5Z/lbwYEpVae9H8yXyBVinPO4xJEYh1NFTRERmaOUkDWaMXhj8RjA4TEkRMQjiu3iAWPLp8seYtsxvjC08ZXy0BAHnRMWhk6CeRgb1egxvMkk7JhWu2I0WYwRhaGToA1fLwaTxJikfahIsGI0Z4xSpYzHcKHzcmHoIQU7tI3W8rfYgXHD7bGjmDgc4DwY73F+uF1ERGQuUULWaC4hICY0hsRYrEloDQdpSY04WXAO8q/QH76DVPI66aQbgvF1yArBQoq+jZbCU3XrkOXTy8gUnq5bkyqXPqRSk6q7Znsx7CIJOsgWflf7cBSjiWIM1yHLZ5aRzT9TtyZVLnvwhDWpiqmFJGEH2Vyd47AZcpmDFKMpYzw9XIcsqNQhC8p1yN5gSbkOWby1vDxVuVLWeiDYNIP5EoXYsVdbmshHhNYQhpYgMAz09teMKyIisqdTQiYiInNSkiQE3tHf24dTZWgREZmjlJCJiMiclCQxfTt3YIOAbOu82d4dERGRadEsiyIiMqeFYUQQpGZ7N0RERKZFV8hERGROMkCYiiiVCvUmFRUREdnjKSETEZE5KQxTpDJZ4mKRgYGe2d4dERGRaVFC1nCmOl19ZX57Ylf+qvIGSONIEZssAVnGTvsMlpgszqSJTRZf4+7Sobo+zmahzozP3kR4m8GZTO12m8GbqG67YjRhDDMiRh3ORBibxdn6++lMNGG7YjRvjMSXJ+AYLgdSfv1zhMRExNX6ZJUp+BMP3hE7j3OeOHHEiSuXD/GedLaFuFSqu+8iIiJ7MuO9140eDdLb28uN3/oWYZQmDAKSJCGJY5a9+3Ay2Zbhjh6onJAwNPxmbOHnSkpXfXjGF4YWmREq5yQzzFZqioVh5XNfwYjaZ95DUpl6P6wkZpkuMKNLf+QGenlqy70EqYggDIlLJS79q0/S09NDe3v7TB+CiIhIw+gKWaO5hIASgYHEGKxxZG0/LcGIKZm9g8J2BsOlBG4n6bi7ckIyIulyJQpBFzEtZAq/q3uFrJjaj6j0Itblau5OPr2MwPWRKtWuSVVKdZHYeWQKT9c+HMVovhhkKUb7kS6+VDdGLnMQQdJPVCdGMdVFErSRzT9T9zgK0RLFaMoYLxL5ch2yTEul8HMwDzD0sIgUOVriyjbCBeXvLUvARgwWYkqxo6M1InQpAmsIA0MYWEj0ppWIiMxNSsgazmMYSq0M4Alt+avKeaCApUToc4TUOgEqkpDD+YDQ52oWhh66kmFdrm6RYOOLGJev3+7yGJOu264YzRTDj/pmXa5ukWDrixO3uxzeRnXbR/ZTjOaLEVRe88Lqv6A0YLDEhBQJ/dBrYrH8LTBgLaE1JLacgIWBxRgwxmDG3WEgIiIyd2jaexERERERkVmihExERERERGSWKCETERERERGZJUrIZph3msRSRERERERqU0I2g1ySkCSaQ1xERERERGpTHbIGKtchu4lUVJ4xLDfQTxCEHHbUEWSyIwquesCVcCYC77C+AMYyPO19ubS0MxHee6wvUutB8iZd/dn4Qs19Guqzq+2K0SQxPHiGY1hfrLkNZ6KGtCtGc8YYmlk2TFWea8FwYWi8x8Y95eWptvL3lv3AhLjKHQfWGnIDvTzxyCbCcLgO2SWqQyYiInOQpr1vNO/xcUyhWMQaSxhaAoqEIy9GGsD3UzL7gIEw6QE75qHwCaWgXIMnTHbi/Phpnb3Nkth5BK4PU6d2UBzuC0AwdILzJtsVowlj0EIStBEk/XVrUrnUggm3MVm7sVnFaOIYKcp1yKKhws+0AJCjA4C0G9pG5XUvtGAsuWJSbg8tSWCxgDVgNfW9iIjMYUrIGsw7RyHOE4YBQboVkjyZMCabGlEY2jkobScxnaTi10m7bjDZ0RtyRawxFH0b6dIrNeuQOZMhSc8jVequW3MqCToJkh6i+NU6e2xIgo667YrRTDHKVx+cz5IEy4hK3XVrSiVhB0HcQ1SqF6Pcp167sxlywUGK0ZQxXiFdSciy0bxKaztgKNBKmn5a3Jji02kLNgVAIXa0ZFL4Uoi1BhtYgsCSxIiIiMxJ+gxZgznnMMbQ0pLVO7YiIiIiIjIhJWQzIJtNKxkTEREREZFJKSETERERERGZJUrIZkAuV0CTV4qIiIiIyGSUkDWYtRbvPYODOSVlIiIiIiIyIc2y2GDGWtKpiEKxSDI4QCoKycchpjRmqM18nA8pBPviPGDGtNuEkt0H7z2F1KK6094DlFJddadA9yYiDhdAzUpmVNqgGC6svb5iNF+MyhTkxVRX/SnQTVSd5ryWUqWtmKodw1WOQzGaMcYioFxfzFdnly0/5xxheep721VZ3ln+VnBgStVp7wfzJXKFGOc8LnEkxuH0/peIiMxRSsgazRhMGJIJU+QG+oljR0JEPKLYLh4wtny67CG2HeMLQxtfKQ8NcdA5YWHoJJiHsVGNHsObTMKOabUrRpPFGFEYOgna8PViMEmMSdqHigQrRnPGKFXKeAwXOi8Xhh5SsEPbaC1/ix0YN9weO4qJwwHOg/FedySIiMicpYSs0VxCQEwYpnDZVpJijtZwkJaUG9HHQf4V+sN3kEpeJ510QzC+DlkhWEjRt9FSeKpuHbJ8ehmZwtN1a1Ll0odUalJ112wvhl0kQQfZwu9qH45iNFGM4Tpk+cwysvln6takymUPnrAmVTG1kCTsIJurcxw2Qy5zkGI0ZYynh+uQBZU6ZEG5DtkbLCnXIYu3lpenKlfKWg8Em2YwX6IQO/ZqSxP5iNAawtAShgFehchERGSOUkI2g2wQQKCP6YmIiIiISG3KFmaYsapHJiIiIiIitSkhExERERERmSVKyERERERERGbJHpWQ3XnnnZxwwgnMnz8fYwyPP/74uD75fJ5PfepTzJ8/n7a2Nk4//XRefbX2h8yHeO+5/PLLWbRoEdlslpUrV/L000+P6rNjxw7Wrl1Le3s7nZ2drFu3jv7+/kYenoiIiIiIyCh71KQeAwMDHHfccfzZn/0Z559/fs0+n/nMZ7jrrrvYsGEDHR0dXHTRRXzkIx/hl7/8Zd3tXnPNNVx33XV897vfZenSpVx22WWsWrWKJ554gkwmA8DatWt55ZVXuOeeeyiVSpx33nlccMEFfP/733+TR2Gq09VX5rcnduWvKm+ANI4UsckSkGXstM9gicniTJrYZPE1cuehuj7OZsGNa66EivA2gzOZ2u02gzdR3XbFaL4YQ7WhnM1Qr5aZMxHGZnE2XbvdZst1q+q2ZxSjaWNkSXx5RsThciDl1z9HSExEXK1PVpmCP/HgHbHzOOeJE0ecOLwvv+GmKe9FRGQuM34P/E/23HPPsXTpUh577DGOOuqo6vKenh4WLFjA97//ff7Tf/pPADz11FO8853vZPPmzfzRH/3RuG1571m8eDGXXnopn/3sZ6vbWbhwIbfccgtnnnkmTz75JIcddhiPPPIIxx57LAAbN27kwx/+MC+++CKLFy+e0n739vZy47e+RRilCYOAJElI4phl7z6cTLZlxE4BlRMShobfjJ38w1f3X2R3snrOyW4ShqnyD8GI2mfeQ1KZej+sJGaZLjCjS3/kBnp5asu9BKmIIAyJSyUu/atP0tPTQ3t7+27YexERkcbYo66QTebRRx+lVCqxcuXK6rJDDz2U/fffv25C9uyzz9Ld3T1qnY6ODpYvX87mzZs588wz2bx5M52dndVkDGDlypVYa3n44Yc57bTTau5PoVCgUChUf+/t7a3UISsRGEiMwRpH1vbTEoyokeMdFLYzGC4lcDtJx92VE5IRSZkrUQi6iGkhU68mlc1STL2NqPR7rMvV7JNPH0zg+kiVXqnZXkotIrHzFEMxyozBkCYfvY1M8fcEbrDmNgYyhxAmfaRLL9dsL6QWEwfzaM1vrdme2BbFUAwyLZXCz8E8wNDDIlLkaImfKS8PF5S/tywBGzFYiCnFjo7WiNClCKwhDAxhYCkO1K6fJiIisqebUwlZd3c3URTR2dk5avnChQvp7q5dBHdo+cKFC+uu093dzb777juqPQxD9t5777rbBbjqqqv44he/OGrZl7/8DxiGUisDeEJb/qpyHihgKRH6HCG1TqyLJOTwNiId1i54mpgSJWuJghKBrd2nZGNSFOtuA1sEGyuGYpRv/wJSYYY4TNFqDWGdl4iShXTgaUnVbrfGUzDQ1lK7PcYQW8Vo+hipodtmS+VtEBNSJPRDr4nF8rfAgLWE1pDYcgIWBha8wxhDITdIoVg7kRQREdnTzdqkHrfddhttbW3VrwceeGC2dmXavvCFL9DT01P9+v3vfz/buyQi0jTiuMRgfy+5XD/pqGXyFURERPZAs3aF7JRTTmH58uXV35csWTLpOl1dXRSLRXbu3DnqKtmrr75KV1dX3XWG+ixatGjUOkOfT+vq6uK1114btV4cx+zYsaPudgHS6TTpdO0PsO8yG4EJy5+bsFGdTikwFkwKTJ0ZHkxQ3k69bSiGYgzx5YkTSLWU24J5QL3ndwS0APU+q9NS7hPUa48q7YqhGNPngbhUJEpnidLZSfuLiIjsiWbtCtm8efM46KCDql/Z7OT/TI855hhSqRSbNm2qLtu6dSsvvPACK1asqLnO0qVL6erqGrVOb28vDz/8cHWdFStWsHPnTh599NFqn3vvvRfn3KikUeStb/iG2+Gf631N1GdX11eM5ojRGHFcJElKDdueiIjI7rRHfYZsx44dvPDCC7z8cvlD41u3lj8c3tXVRVdXFx0dHaxbt45LLrmEvffem/b2dj796U+zYsWKURN6HHrooVx11VWcdtppGGO4+OKLufLKK1m2bFl12vvFixezZs0aAN75zneyevVqzj//fG666SZKpRIXXXQRZ5555pRnWBQRkd0rCEKyrW3kBwfIDfTN9u6IiIhMyx6VkP30pz/lvPPOq/5+5plnArB+/XquuOIKAL7+9a9jreX000+nUCiwatUqbrjhhlHb2bp1Kz09PdXfP/e5zzEwMMAFF1zAzp07Oe6449i4cWO1BhmUP9N20UUXcfzxx1e3f911183g0Y7hHZg9qk63NJ1KBT3vKuUYHHWLnVWr7U233Y1oVwzFGLENX69tvCAIMMbS1t5Jzxvbp7yeiIjInmSPrEM2V5XrkN1EKkoTBGG1Dtkh7z6MzMhbMj3gSjgTgXdYX6i5PWfKn7OYrH0qfRRDMSZr94AxYG26ejPZXDwOxXgLxUi1lb+37AcmxLnyvytrDbmBXp54ZBNhWK5DVioVufSvLlQdMhERmXP2qCtkbwneY7zDlE9vMXgCioQjP65nAN9PyewDBsKkp+amSmF5Kv567c5mSew8AtdXtybVZNtQDMUYUn7GQkCW2M4j5fpGTD8+Wi4obyPtaseYrD02WUqKoRiTbqPy1kBowVhyxaTcHlqSwGIBa8Aag9UdBiIiMkcpIWs077DGERhHbCzGODJhTDY1ouaTc1DaTmI6Sble0qb2CYz1ESXbTrZOe+LzDJhOMv4NAlP7HefE7KMYijGlGN57vPekwoA+m6WFnXVfIAqkSDNAnZJTQJECrXXbYxJ6UAzFmCTGwveM7xM7WjIpfCnEWoMNLEFgSeqU3RMREdnT6S1FERERERGRWaIrZLPBWMgsAtqAgPoPwzwgC+GiOu0poAXChUC9KZ8VQzGmGMPHkBRgryOgEEHLEgjqTE0+EJdvI0vXeU+n4CB20Hpg7fbEw2CiGIrx5mKIiIi8BSkhmw2GclLmTPl7vc8+eAvegK3XbspfxtTfhmIoxlRjuMo6JkW1cHS9/Rh6DttUnfYSGAe2TgFg78AUFUMx3lwMERGRtyC9DTnTNIeliIiIiIjUoYRsBnnvSZJktndDRERERET2ULplscE8hjiGxDsKgzmMgZ39Cfl4/BRgMf0AhNSeHiwmBvop1ml3WBw9FHHYuttQDMWYWgzvHYYUge0l9iFx3hLY2p/1yZcSBoDBVFC3HSDJ125PnKeUOMVQjGnHyA32EZdiPAaXOEo1XmNFRETmAiVkDVYsligWS3jnADDGsO13z2FqfmZi6KSk3n2NE7cPXYEzGILQjuhf5lyCcx5rLbbeZzamvA/1+niS2OHxBEGAMaP3YbJ9nFqMyffTOYdzrjwNth17MjfxPk41RrM8Hsa+QPXieb2hGgpdp93FMc4l2CDABmNeZrwniUt47wnCVJ2/jcljTNbunSOJSxhjCMJU+XN3I/cxiXFJgrUBNqzzUjjVfajXZ8SxhqnU+M/1eUdcqr+PU4oxhf18Kz4e3iXkB/vAGIwxeK/7w0VEZG5SQtZg3rvqSYOxFoMnFRqCGm/4JqQwE1zpcAR4LAHFOtECikmKYq4fvCGbTVfPcYrFEnExJpXOEkXhLsQwxKQIKVE7ATDEYZZCrp+4GJPNRgRB+YQuSRy5XBFjLVG2jdBMN8ZUxiqiWIwpFXKk0yFRVJ4UwHvI5Yo454mybUSBA9w0YzTB4+EdJpUmdoYwMHWT1zh25YK8Qe2Td5c48vkccTFHOtNKOpstb947Bvv7cHFM1NJGFEW7FMN5CMPa7d57isWA4mA/4Glpm4epJESFXI64mCeMsmQy2V2KESd+wrEqlVIUcv2UCjlaWjsIUuWX3aQUMzjQg7EBUaaVVKr2y/FUYjTj4+HimEKuH2MsxpSvkomIiMxFSsgarXKOHIYB3lhwCUGlcOl4IYYEWycJMQR4AgLqfQ7NkgoiosAxMJCjUCjS0pKpXKVLyGYjwnTLLsfwhAQ46r81HhK2tZEf7CefL9HaWp5lLZ8vEYaWTEsbmHCXY0x2HJlsRGgT8vkS1lqiKMXgYB7voa2tBR+kK4nO9GO8tR8PDx5MGOKdIQxs3ZNzT4I1ps7zGhLjyLaGJKkUuVw/QRCQzmbp7+3De0db5954E+xyDOM9YVj79jbvPd4ERFHEQN9O8oMDtLV3UsjlKBZztLS2E0SZBsRwkxyHJZXai9xAL7lcH23hXgDkcn2EqYhsazses4sxmu/xSCjfgWCMxViDcbpCJiIic5MSshlgDBhT75S78YIgoLU1zcBAgd7eQQAymRTpdFT3tL7RjDG0tGQYHMzT358Hyu9it7Rk8MbstrFIpyOgnHzk8+Xbo1pb0wRBUOeaVOPp8RiWaWkFIJfrJ5frxxhD27y9CMKQ0m66ohGGKdrm7UV/3xvs3PEHALLZNjItrZTi3fOIGGNpa++kv3cnfb07hvervRPn2G232+nxEBER2fMoIWugoZMqYyzOJXhvAE8cu5onXAlx5Ra52ichDoPH4+u0exwOiycul+8xBlf57Jq1AXGcNDhGvdsJh2I4giCkVCoAEAQhSeJwJA2MMflxWBvgfbEyDhbvoRTHDY0x+XHM0cfDA5RIvIGk3hW48gQNxhiSOlmu85UrIkmMseW/B4AwjMqf9ysWiZ1vWIx6RsYwxpIk5eeFsZZiodDwGBMdhzUQhCmKxXKCHIQtlIqlhsZopscjcTHOeYxJMM5Uj0mfJRMRkbnGeP33apgXX3yRt73tbbO9GyIiTev3v/89++2332zvhoiIyJQpIWsg5xwvv/wy8+bNm2Amv6nr7e3lbW97G7///e9pb29vwB42B43b9GjcpkfjNj2NHjfvPX19fSxevHiCWUxFRET2PLplsYGstTPyzmx7e7tO9KZB4zY9Grfp0bhNTyPHraOjoyHbERER2Z30NqKIiIiIiMgsUUImIiIiIiIyS5SQ7cHS6TTr168nnU7P9q7MKRq36dG4TY/GbXo0biIiImWa1ENERERERGSW6AqZiIiIiIjILFFCJiIiIiIiMkuUkImIiIiIiMwSJWQiIiIiIiKzRAnZDLrzzjs54YQTmD9/PsYYHn/88XF98vk8n/rUp5g/fz5tbW2cfvrpvPrqqxNu13vP5ZdfzqJFi8hms6xcuZKnn356VJ8dO3awdu1a2tvb6ezsZN26dfT39zfy8Harc889F2PMqK/Vq1dPut7111/PgQceSCaTYfny5fz6178e1T6d8Z8rJjv2sTZs2MChhx5KJpPh8MMP5+677x7VPpXn3Vx3xRVXjHueHXrooROu04zjdv/993PyySezePFijDH8+Mc/HtU+3WNu5r9XERFpXkrIZtDAwADHHXccV199dd0+n/nMZ/jZz37Ghg0b+MUvfsHLL7/MRz7ykQm3e80113Dddddx00038fDDD9Pa2sqqVavI5/PVPmvXruW3v/0t99xzDz//+c+5//77ueCCCxp2bLNh9erVvPLKK9Wv22+/fcL+P/jBD7jkkktYv349v/nNbzjyyCNZtWoVr732WrXPdMZ/LpjKsY/0q1/9irPOOot169bx2GOPsWbNGtasWcO//du/VftM5Xn3VvCud71r1PPswQcfrNu3WcdtYGCAI488kuuvv75m+3SOuZn/XkVEpMl5mXHPPvusB/xjjz02avnOnTt9KpXyGzZsqC578sknPeA3b95cc1vOOd/V1eW/8pWvjNpOOp32t99+u/fe+yeeeMID/pFHHqn2+ed//mdvjPEvvfRSA49s9/nYxz7mTz311De1zvve9z7/qU99qvp7kiR+8eLF/qqrrvLeT2/854rJjn2sP/uzP/MnnXTSqGXLly/3n/jEJ7z3U3vevRWsX7/eH3nkkVPur3HzHvD/63/9r+rv0z3mZv57FRGR5qYrZLPo0UcfpVQqsXLlyuqyQw89lP3335/NmzfXXOfZZ5+lu7t71DodHR0sX768us7mzZvp7Ozk2GOPrfZZuXIl1loefvjhGTqamXffffex7777csghh3DhhReyffv2un2LxSKPPvroqHGy1rJy5crqOE1n/OeCqRz7WJs3bx7VH2DVqlXV/lN53r1VPP300yxevJi3v/3trF27lhdeeKFuX43beNM55mb+exUREVFCNou6u7uJoojOzs5RyxcuXEh3d3fddYb61Funu7ubfffdd1R7GIbsvffedbe7p1u9ejW33normzZt4uqrr+YXv/gFJ554IkmS1Oz/+uuvkyTJpOP0Zsd/LpjKsY/V3d096VgNLZvqNuei5cuXc8stt7Bx40ZuvPFGnn32WT7wgQ/Q19dXs7/GbbzpHHMz/72KiIgoIWuQ2267jba2turXAw88MNu7NGfVGsszzzyTU045hcMPP5w1a9bw85//nEceeYT77rtvtndX3kJOPPFEPvrRj3LEEUewatUq7r77bnbu3MkPf/jD2d41EREReYtSQtYgp5xyCo8//nj1a+TtgvV0dXVRLBbZuXPnqOWvvvoqXV1dddcZ6lNvna6urnGTN8RxzI4dO+pud08ylbF8+9vfzj777MMzzzxTcxv77LMPQRBMOk5vdvzngqkc+1hdXV2TjtXQsqlu862gs7OTgw8+uO7zTOM23nSOuZn/XkVERJSQNci8efM46KCDql/ZbHbSdY455hhSqRSbNm2qLtu6dSsvvPACK1asqLnO0qVL6erqGrVOb28vDz/8cHWdFStWsHPnTh599NFqn3vvvRfnHMuXL5/uIe42UxnLF198ke3bt7No0aKa24iiiGOOOWbUODnn2LRpU3WcpjP+c8FUjn2sFStWjOoPcM8991T7T+V591bU39/Ptm3b6j7PNG7jTeeYm/nvVURERLMszqDt27f7xx57zN91110e8HfccYd/7LHH/CuvvFLt88lPftLvv//+/t577/VbtmzxK1as8CtWrBi1nUMOOcTfeeed1d+//OUv+87OTv+Tn/zE/+u//qs/9dRT/dKlS30ul6v2Wb16tT/66KP9ww8/7B988EG/bNkyf9ZZZ838Qc+Avr4+/9nPftZv3rzZP/vss/7//t//69/znvf4ZcuW+Xw+X+33oQ99yH/jG9+o/n7HHXf4dDrtb7nlFv/EE0/4Cy64wHd2dvru7u5qn6mM/1w02bGfffbZ/r/8l/9S7f/LX/7Sh2Hov/rVr/onn3zSr1+/3qdSKf///t//q/aZyvNurrv00kv9fffd55999ln/y1/+0q9cudLvs88+/rXXXvPea9yG9PX1+ccee8w/9thjHvBf+9rX/GOPPeaff/557/3Ujll/ryIiImVKyGbQzTff7IFxX+vXr6/2yeVy/j//5//s99prL9/S0uJPO+20UQmb9+VppW+++ebq7845f9lll/mFCxf6dDrtjz/+eL9169ZR62zfvt2fddZZvq2tzbe3t/vzzjvP9/X1zeThzpjBwUF/wgkn+AULFvhUKuUPOOAAf/755486UfPe+wMOOGDU2Hrv/Te+8Q2///77+yiK/Pve9z7/0EMPjWqfyvjPVRMd+5/8yZ/4j33sY6P6//CHP/QHH3ywj6LIv+td7/J33XXXqPapPO/mujPOOMMvWrTIR1HklyxZ4s844wz/zDPPVNs1bmX/8i//UvO1bWhspnLM+nsVEREpM957PyuX5kRERERERJqcPkMmIiIiIiIyS5SQiYiIiIiIzBIlZCIiIiIiIrNECZmIiIiIiMgsUUImIiIiIiIyS5SQiYiIiIiIzBIlZCIiIiIiIrNECZmIiIiIiMgsUUIm0kS+853vcMIJJ8x4nI0bN3LUUUfhnJvxWCIiIiJzmRIykSaRz+e57LLLWL9+/YzHWr16NalUittuu23GY4mIiIjMZUrIRJrEj370I9rb23n/+9+/W+Kde+65XHfddbslloiIiMhcpYRMZI75wx/+QFdXF//wD/9QXfarX/2KKIrYtGlT3fXuuOMOTj755FHLPvjBD3LxxRePWrZmzRrOPffc6u8HHnggV155Jeeccw5tbW0ccMAB/PSnP+UPf/gDp556Km1tbRxxxBFs2bJl1HZOPvlktmzZwrZt26Z/sCIiIiJvcUrIROaYBQsW8E//9E9cccUVbNmyhb6+Ps4++2wuuugijj/++LrrPfjggxx77LHTivn1r3+d97///Tz22GOcdNJJnH322Zxzzjn8xV/8Bb/5zW94xzvewTnnnIP3vrrO/vvvz8KFC3nggQemFVNERESkGSghE5mDPvzhD3P++eezdu1aPvnJT9La2spVV11Vt//OnTvp6elh8eLF0473iU98gmXLlnH55ZfT29vLe9/7Xj760Y9y8MEH8/nPf54nn3ySV199ddR6ixcv5vnnn59WTBEREZFmoIRMZI766le/ShzHbNiwgdtuu410Ol23by6XAyCTyUwr1hFHHFH9eeHChQAcfvjh45a99tpro9bLZrMMDg5OK6aIiIhIM1BCJjJHbdu2jZdffhnnHM8999yEfefPn48xhjfeeGPS7SZJMm5ZKpWq/myMqbts7DT3O3bsYMGCBZPGFBEREWlWSshE5qBischf/MVfcMYZZ/ClL32Jv/zLvxx3dWqkKIo47LDDeOKJJ8a1jb3N8N///d8bso/5fJ5t27Zx9NFHN2R7IiIiIm9FSshE5qD/+l//Kz09PVx33XV8/vOf5+CDD+bjH//4hOusWrWKBx98cNzyn/zkJ9x5551s27aNv//7v+eJJ57g+eef56WXXtqlfXzooYdIp9OsWLFil7YjIiIi8lamhExkjrnvvvu49tpr+d73vkd7ezvWWr73ve/xwAMPcOONN9Zdb926ddx999309PSMWn7SSSdxzTXXcNhhh3H//fdzww038Otf/5rvfe97u7Sft99+O2vXrqWlpWWXtiMiIiLyVmb8yHmqReQt7aMf/Sjvec97+MIXvgCU65AdddRRXHvttQ2N8/rrr3PIIYewZcsWli5d2tBti4iIiLyV6AqZSBP5yle+Qltb24zHee6557jhhhuUjImIiIhMQlfIRJrYTF0hExEREZGpUUImIiIiIiIyS3TLooiIiIiIyCxRQiYiIiIiIjJLlJCJiIiIiIjMEiVkIiIiIiIis0QJmYiIiIiIyCxRQiYiIiIiIjJLlJCJiIiIiIjMEiVkIiIiIiIis+T/AxfL+XXlMosiAAAAAElFTkSuQmCC", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "sim.plot(z=sim.structures[2].geometry.center[2], ax=ax[0])\n", "sim.plot(x=0, ax=ax[1])\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Finally, we will define a function for calculating the LEE"]}, {"cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": ["def calculateLEE(sim_data, monitor_name=\"outside_flux_monitor\"):\n", " fluxDipole = sim_data[\"norm_flux_monitor\"].flux\n", " fluxOutside = sim_data[monitor_name].flux\n", "\n", " return np.mean(fluxOutside / fluxDipole)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## LEE as a Function of Length and Reflector Absorption\n", "\n", "First, we will investigate the relation between the LEE, the device size, and the reflector absorption coefficient. We will create a [Batch](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Batch.html) object to run the simulations in parallel. Before running, we can also estimate the maximum cost of the batch."]}, {"cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [{"data": {"text/html": ["
16:53:31 -03 Maximum FlexCredit cost: 354.029 for the whole batch.              \n", "
\n"], "text/plain": ["\u001b[2;36m16:53:31 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m354.029\u001b[0m for the whole batch. \n"]}, "metadata": {}, "output_type": "display_data"}], "source": ["sizes = [1, 5, 15, 30]\n", "abs = [0, 10, 30, 50]\n", "sims_varying_abs = {}\n", "for l in sizes:\n", " for a in abs:\n", " sims_varying_abs[str((l, a))] = getSim(size=l, GANExtinctionCoef=a)\n", "\n", "\n", "batch_varying_abs = web.Batch(simulations=sims_varying_abs, folder_name=\"LedLEECalculation\")\n", "batch_varying_abs.estimate_cost();"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Next, we run the batch."]}, {"cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [{"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "d929b748f3414665bcd4199adc15f2cf", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}], "source": ["if RUN:\n", "    batch_data_varying_abs = batch_varying_abs.run(path_dir=\"varying_abs\")"]}, {"cell_type": "markdown", "metadata": {}, "source": ["We can now verify the effective cost of the batch. Since some simulations ended before the stipulated runtime, the actual cost is smaller than the estimated maximum."]}, {"cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [{"data": {"text/html": ["
16:53:44 -03 Total billed flex credit cost: 232.624.                            \n", "
\n"], "text/plain": ["\u001b[2;36m16:53:44 -03\u001b[0m\u001b[2;36m \u001b[0mTotal billed flex credit cost: \u001b[1;36m232.624\u001b[0m. \n"]}, "metadata": {}, "output_type": "display_data"}], "source": ["batch_varying_abs.real_cost();"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Post-processing the data."]}, {"cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": ["import pandas as pd\n", "\n", "df = pd.DataFrame()\n", "\n", "for k in batch_data_varying_abs.keys():\n", " tup = eval(k)\n", " abs = float(tup[1])\n", " l = float(tup[0])\n", "\n", " sim_data = batch_data_varying_abs[k]\n", " lee = calculateLEE(sim_data)\n", " df.loc[abs, l] = lee.values"]}, {"cell_type": "markdown", "metadata": {}, "source": ["As we can see, the LEE decreases with both the LED cross-section size and the reflector absorption."]}, {"cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [{"data": {"image/png": 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", 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"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "\n", "ax.set_xlabel(\"Reflector absorption (cm$^{-1}$)\")\n", "ax.set_ylabel(\"LEE\")\n", "\n", "df.T.plot(ax=ax, marker=\"o\")\n", "ax.set_ylim(0.7, 1)\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## LEE as a Function of p-GaN Thickness"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Next, we will investigate the influence of the p-GaN layer thickness for LEDs of sizes 5, 10 and 20 \u00b5m"]}, {"cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": ["pGanHeights = np.linspace(0.060, 0.140, 9)\n", "\n", "sims_varyingpGan_L5 = {}\n", "sims_varyingpGan_L10 = {}\n", "sims_varyingpGan_L20 = {}\n", "\n", "for p in pGanHeights:\n", " sim_L5 = getSim(pGanHeight=p, size=5)\n", " sims_varyingpGan_L5[p] = sim_L5\n", "\n", " sim_L10 = getSim(pGanHeight=p, size=10)\n", " sims_varyingpGan_L10[p] = sim_L10\n", "\n", " sim_L20 = getSim(pGanHeight=p, size=20)\n", " sims_varyingpGan_L20[p] = sim_L20\n", "\n", "\n", "batch_varyingpGan_L5 = web.Batch(simulations=sims_varyingpGan_L5, folder_name=\"LEECalculation\")\n", "batch_varyingpGan_L10 = web.Batch(simulations=sims_varyingpGan_L10, folder_name=\"LEECalculation\")\n", "batch_varyingpGan_L20 = web.Batch(simulations=sims_varyingpGan_L20, folder_name=\"LEECalculation\")"]}, {"cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [{"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "d66a6650aa264eb9a4ae4248bf06ee25", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "023d148978494342a58b7d27a836fa67", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "c676d5e5575340c0926a36fc672cfe62", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}], "source": ["if RUN:\n", "    batch_data_varyingpGan_L5 = batch_varyingpGan_L5.run(path_dir=\"varyingpGan_L5\")\n", "    batch_data_varyingpGan_L10 = batch_varyingpGan_L10.run(path_dir=\"varyingpGan_L10\")\n", "    batch_data_varyingpGan_L20 = batch_varyingpGan_L20.run(path_dir=\"varyingpGan_L20\")"]}, {"cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": ["Lee_varyingpGan_L5 = []\n", "Lee_varyingpGan_L10 = []\n", "Lee_varyingpGan_L20 = []\n", "\n", "for p in pGanHeights:\n", "    sim_data_L5 = batch_data_varyingpGan_L5[str(p)]\n", "    Lee_varyingpGan_L5.append(calculateLEE(sim_data_L5))\n", "\n", "    sim_data_l10 = batch_data_varyingpGan_L10[str(p)]\n", "    Lee_varyingpGan_L10.append(calculateLEE(sim_data_l10))\n", "\n", "    sim_data_l20 = batch_data_varyingpGan_L20[str(p)]\n", "    Lee_varyingpGan_L20.append(calculateLEE(sim_data_l20))"]}, {"cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(pGanHeights, Lee_varyingpGan_L5, \"o-\", label=\"L= 5 \u00b5m\")\n", "ax.plot(pGanHeights, Lee_varyingpGan_L10, \"o-\", label=\"L= 10 \u00b5m\")\n", "ax.plot(pGanHeights, Lee_varyingpGan_L20, \"o-\", label=\"L= 20 \u00b5m\")\n", "ax.set_xlabel(\"pGan Heights\")\n", "ax.set_ylabel(\"LEE\")\n", "ax.legend()\n", "\n", "\n", "ax.set_ylim(0.5, 1)\n", "\n", "ax.set_xlabel(\"p-GaN Thickness (\u00b5m)\")\n", "ax.set_ylabel(\"LEE\")\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["We can also decompose the total LEE into its lateral and vertical components. The results match well the ones presented on the Fig. 6 of the reference [paper](https://ieeexplore.ieee.org/document/9019847)"]}, {"cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": ["Lee_varyingpGan_L20_lateral = []\n", "Lee_varyingpGan_L20 = []\n", "for p in pGanHeights:\n", " sim_data_l20 = batch_data_varyingpGan_L20[str(p)]\n", " Lee_varyingpGan_L20.append(calculateLEE(sim_data_l20))\n", " Lee_varyingpGan_L20_lateral.append(\n", " calculateLEE(sim_data_l20, monitor_name=\"lateral_flux_monitor\")\n", " )\n", "\n", "Lee_varyingpGan_L20_top = np.array(Lee_varyingpGan_L20) - np.array(Lee_varyingpGan_L20_lateral)"]}, {"cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "\n", "ax.plot(pGanHeights, Lee_varyingpGan_L20, \"o-\", label=\"Total LEE\")\n", "ax.plot(pGanHeights, Lee_varyingpGan_L20_top, \"o-\", label=\"Top LEE\")\n", "ax.plot(pGanHeights, Lee_varyingpGan_L20_lateral, \"o-\", label=\"Lateral LEE\")\n", "\n", "ax.set_xlabel(\"p-GaN Thickness (\u00b5m)\")\n", "ax.set_ylabel(\"LEE\")\n", "\n", "ax.legend()\n", "plt.title(\"LEE vs p-GaN Thickness\")\n", "ax.set_ylim(0, 0.9)\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Relative Error for Single Dipole LEE Calculation"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Now, we will run batch simulations with distributed dipoles to calculate the average LEE value and compare the results with those from a single dipole at the center, to estimate how accurate the single dipole approximation is."]}, {"cell_type": "markdown", "metadata": {}, "source": ["We will define a function to calculate the mean LEE by exploiting the rotational and mirror symmetries of the structure. The `lee_dict` is a dictionary mapping each dipole position to its corresponding LEE. The function ensures the correct contributions are included (e.g., a dipole at (1,1) has the same LEE contribution as (-1,1), (-1,-1), and (1,-1))."]}, {"cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": ["def averageLee(lee_dict):\n", " \"\"\"Compute the average LEE using rotational and mirror symmetries.\n", "\n", " Parameters\n", " ----------\n", " lee_dict : dict\n", " Dictionary mapping dipole position keys (e.g., 'dipole_x_y')\n", " to their corresponding LEE values.\n", "\n", " Returns\n", " -------\n", " np.ndarray\n", " Symmetry-averaged LEE.\n", " \"\"\"\n", "\n", " avg_lee = 0\n", " count = 0\n", "\n", " for key, values in lee_dict.items():\n", " posX, posY = key.split(\"_\")[1:3]\n", " posX, posY = float(posX), float(posY)\n", "\n", " # Case 1: source at center -> counts once\n", " if (posX == 0) and (posY == 0):\n", " avg_lee += np.array(values)\n", " count += 1\n", "\n", " # Case 2: source on x- or y-axis -> symmetric copy doubles contribution\n", " elif posY == 0:\n", " avg_lee += 2 * np.array(values)\n", " count += 2\n", "\n", " elif posX == 0:\n", " avg_lee += 2 * np.array(values)\n", " count += 2\n", "\n", " # Case 3: source off axes -> four symmetric positions\n", " else:\n", " avg_lee += 4 * np.array(values)\n", " count += 4\n", "\n", " return avg_lee / count\n", "\n", "\n", "def calculateLees(Total_lee, batch_data):\n", " \"\"\"Calculate the center LEE and the symmetry-averaged LEE.\n", "\n", " Parameters\n", " ----------\n", " Total_lee : list\n", " List of LEE values for all dipole positions.\n", " batch_data : dict\n", " Dictionary mapping position keys to dipole metadata.\n", "\n", " Returns\n", " -------\n", " tuple\n", " - center_lee : float\n", " Mean LEE at the center dipole.\n", " - avgLee : np.ndarray\n", " Symmetry-averaged LEE across all dipoles.\n", " \"\"\"\n", "\n", " center_lee = Total_lee[0]\n", "\n", " lee_dict = {key: Total_lee[i] for i, key in enumerate(batch_data.keys())}\n", " avgLee = averageLee(lee_dict)\n", "\n", " return float(np.mean(center_lee)), avgLee"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Next, we define a function to create a batch by placing the dipoles in a grid around the LED. Since we can use mirror and rotational symmetries, the dipoles only need to be placed in a quarter of the MQW area."]}, {"cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": ["def createSingleDipoleBatch(\n", " simBase,\n", " source_time,\n", " dipoles_per_dimension=5,\n", " xSpan=(0, 1),\n", " polarization=\"inplane\", # inplane or outofplane\n", " symmetry=(1, 1, 0),\n", "):\n", " \"\"\"Create a batch of simulations with dipoles placed across the LED structure.\n", "\n", " Parameters\n", " ----------\n", " simBase : td.Simulation\n", " Base LED simulation.\n", " source_time : td.SourceTime\n", " Time profile of the dipole source.\n", " dipoles_per_dimension : int, optional\n", " Number of dipole positions sampled per dimension (default=5).\n", " xSpan : tuple of float, optional\n", " Range of x positions for dipoles (\u00b5m), default is (0, 1).\n", " polarization : str, optional\n", " Polarization of dipoles: \"inplane\" (Ex) or \"outofplane\" (Ez).\n", " symmetry : tuple, optional\n", " Symmetry settings for the simulation (default=(1,1,0)).\n", "\n", " Returns\n", " -------\n", " dict\n", " Dictionary mapping keys (format: 'pol_x_y_index') to Tidy3D Simulation objects.\n", " \"\"\"\n", "\n", " sims = {}\n", "\n", " x = np.linspace(xSpan[0], xSpan[1], dipoles_per_dimension)\n", " for i in range(dipoles_per_dimension):\n", " y = x[i]\n", "\n", " if polarization == \"outofplane\":\n", " pol = \"Ez\"\n", " xList = x[i:]\n", " elif polarization == \"inplane\":\n", " pol = \"Ex\"\n", " xList = x\n", " else:\n", " pol = polarization\n", " xList = x[i:] if polarization == \"Ez\" else x\n", "\n", " for pos in xList:\n", " zPosition = simBase.sources[0].center[2]\n", " dipole = td.PointDipole(\n", " center=(pos, y, zPosition),\n", " polarization=pol,\n", " source_time=source_time,\n", " name=f\"dipole_{x}_{y}_{polarization}\",\n", " )\n", "\n", " sim = simBase.updated_copy(\n", " sources=[dipole], symmetry=parseSymmetry(symmetry, pol, pos, y)\n", " )\n", "\n", " sims[f\"{pol}_{pos}_{y}_{i}\"] = sim\n", "\n", " print(\"Number of Simulations:\", len(sims))\n", "\n", " return sims"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Now we can create the batch simulation for different LED sizes."]}, {"cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Number of Simulations: 16\n", "Number of Simulations: 16\n", "Number of Simulations: 16\n", "Number of Simulations: 9\n", "Number of Simulations: 9\n", "Number of Simulations: 9\n"]}], "source": ["simBase = getSim(size=1)\n", "sims_l1 = createSingleDipoleBatch(\n", " simBase,\n", " source_time=source_time,\n", " dipoles_per_dimension=4,\n", " xSpan=(0, 0.4),\n", " polarization=\"inplane\",\n", " symmetry=(1, 1, 0),\n", ")\n", "batch_l1 = web.Batch(simulations=sims_l1, folder_name=\"LED\")\n", "\n", "simBase = getSim(size=2.5)\n", "sims_l2d5 = createSingleDipoleBatch(\n", " simBase,\n", " source_time=source_time,\n", " dipoles_per_dimension=4,\n", " xSpan=(0, 0.9 * 2.5 / 2),\n", " polarization=\"inplane\",\n", " symmetry=(1, 1, 0),\n", ")\n", "batch_l2d5 = web.Batch(simulations=sims_l2d5, folder_name=\"LED\")\n", "\n", "simBase = getSim(size=3)\n", "sims_l3 = createSingleDipoleBatch(\n", " simBase,\n", " source_time=source_time,\n", " dipoles_per_dimension=4,\n", " xSpan=(0, 0.9 * 3 / 2),\n", " polarization=\"inplane\",\n", " symmetry=(1, 1, 0),\n", ")\n", "batch_l3 = web.Batch(simulations=sims_l3, folder_name=\"LED\")\n", "\n", "\n", "simBase = getSim(size=5)\n", "sims_l5 = createSingleDipoleBatch(\n", " simBase,\n", " source_time=source_time,\n", " dipoles_per_dimension=3,\n", " xSpan=(0, 2),\n", " polarization=\"inplane\",\n", " symmetry=(1, 1, 0),\n", ")\n", "\n", "batch_l5 = web.Batch(simulations=sims_l5, folder_name=\"LED\")\n", "\n", "\n", "simBase = getSim(size=10)\n", "sims_l10 = createSingleDipoleBatch(\n", " simBase,\n", " source_time=source_time,\n", " dipoles_per_dimension=3,\n", " xSpan=(0, 0.9 * 10 / 2),\n", " polarization=\"inplane\",\n", " symmetry=(1, 1, 0),\n", ")\n", "batch_l10 = web.Batch(simulations=sims_l10, folder_name=\"LED\")\n", "\n", "simBase = getSim(size=20)\n", "sims_l20 = createSingleDipoleBatch(\n", " simBase,\n", " source_time=source_time,\n", " dipoles_per_dimension=3,\n", " xSpan=(0, 0.9 * 20 / 2),\n", " polarization=\"inplane\",\n", " symmetry=(1, 1, 0),\n", ")\n", "batch_l20 = web.Batch(simulations=sims_l20, folder_name=\"LED\")"]}, {"cell_type": "markdown", "metadata": {}, "source": ["We can define a function to plot all the sources of a given batch together for inspection."]}, {"cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [{"data": {"image/png": 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\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "e70e1bba4e474850aa4cf4ea67f20f65", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}], "source": ["if RUN:\n", "    batch_l1_data = batch_l1.run(path_dir=\"MultipleDipolesL1Ex\")\n", "    batch_l2d5_data = batch_l2d5.run(path_dir=\"MultipleDipolesL2d5Ex\")\n", "    batch_l5_data = batch_l5.run(path_dir=\"MultipleDipolesL5Ex\")\n", "    batch_l10_data = batch_l10.run(path_dir=\"MultipleDipolesL10Ex\")\n", "    batch_l20_data = batch_l20.run(path_dir=\"MultipleDipolesL20Ex\")"]}, {"cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": ["Total_lee1 = [calculateLEE(sim_data) for sim_data in batch_l1_data.values()]\n", "Total_lee2d5 = [calculateLEE(sim_data) for sim_data in batch_l2d5_data.values()]\n", "Total_lee5 = [calculateLEE(sim_data) for sim_data in batch_l5_data.values()]\n", "Total_lee10 = [calculateLEE(sim_data) for sim_data in batch_l10_data.values()]\n", "Total_lee20 = [calculateLEE(sim_data) for sim_data in batch_l20_data.values()]"]}, {"cell_type": "markdown", "metadata": {}, "source": ["As we can see, the error in the single dipole approximation tends to decrease with size. Hence, using only a dipole at the center can greatly reduce computational cost while still providing accurate results."]}, {"cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "\n", "size = [1, 2.5, 5, 10, 20]\n", "lee0 = []\n", "avgLee = []\n", "\n", "center, avg = calculateLees(Total_lee1, batch_l1_data)\n", "lee0.append(center)\n", "avgLee.append(avg)\n", "\n", "center, avg = calculateLees(Total_lee2d5, batch_l2d5_data)\n", "lee0.append(center)\n", "avgLee.append(avg)\n", "\n", "\n", "center, avg = calculateLees(Total_lee5, batch_l5_data)\n", "lee0.append(center)\n", "avgLee.append(avg)\n", "\n", "center, avg = calculateLees(Total_lee10, batch_l10_data)\n", "lee0.append(center)\n", "avgLee.append(avg)\n", "\n", "center, avg = calculateLees(Total_lee20, batch_l20_data)\n", "lee0.append(center)\n", "avgLee.append(avg)\n", "\n", "ax.plot(size, lee0, \"o-\", color=\"blue\", label=\"Single Dipole\")\n", "ax.plot(size, avgLee, \"o-\", color=\"red\", label=\"Average Lee\")\n", "\n", "ax.set_ylim(0.7, 1)\n", "ax.set_xlabel(\"LED Size (\u00b5m)\")\n", "ax.set_ylabel(\"LEE\")\n", "plt.legend()\n", "plt.show()"]}], "metadata": {"applications": ["Nanophotonics"], "description": "This notebook demonstrates how to model light extraction efficiency in micro-LEDs using Tidy3D.", "feature_image": "./img/squareLED.png", "features": ["Parameter sweep"], "kernelspec": {"display_name": "td210rc1", "language": "python", "name": "python3"}, "keywords": "micro-LEDs, light extraction efficiency, LED, LEE, Tidy3D, FDTD", "language_info": {"codemirror_mode": {"name": "ipython", "version": 3}, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.13"}, "title": "How to model led lee calculation using Tidy3D | Flexcompute"}, "nbformat": 4, "nbformat_minor": 2} \ No newline at end of file diff --git a/docs/case_studies/nanophotonics.rst b/docs/case_studies/nanophotonics.rst index c40a0274..20991a81 100644 --- a/docs/case_studies/nanophotonics.rst +++ b/docs/case_studies/nanophotonics.rst @@ -17,3 +17,4 @@ Nanophotonics, a broad field at the intersection of photonics and nanotechnology ../../DirectionalScatteringNanodisks ../../PlasmonicPhotothermalHeating ../../BlueMicroLED + --/../LedLEECalculation diff --git a/docs/case_studies/pic_active.rst b/docs/case_studies/pic_active.rst index 508c5a16..15844c30 100644 --- a/docs/case_studies/pic_active.rst +++ b/docs/case_studies/pic_active.rst @@ -14,3 +14,4 @@ At the moment, Tidy3D’s heat solver can be used with the FDTD solver to model ../../ThermoOpticDopedModulator ../../HeatDissipationSOI ../../TransientThermoOpticShifter + ../../CPOHeat diff --git a/img/squareLED.png b/img/squareLED.png new file mode 100644 index 0000000000000000000000000000000000000000..b2336eca7ef2e12658689afc13c7ecbdc919d1f3 GIT binary patch literal 89197 zcmeFY^;cEj7cP7d=@gJWbR$T2iG(x)($d`}-Q6G{T>=scM;b)B8w8}grMv50e7^7f z2ky^zj57vXz% zz#n+$w=y4)k&)+Cl$OE2M4u!zKdIWAeR4B&GKHAi+1r}3I2${en%X&A*nc{NZxMk& 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ooo@mMYt#_5*zWH9|8(nZ8E(IHcV>Xm6%Me@>znG8VjUy@2joxhIsgCw literal 0 HcmV?d00001 From b072ade2abfcad6baeac659c9f4a903932999f01 Mon Sep 17 00:00:00 2001 From: tomflexcompute <116006359+tomflexcompute@users.noreply.github.com> Date: Mon, 13 Oct 2025 09:52:33 -0400 Subject: [PATCH 08/17] Removed duplicated entries in rst file and edited a few notebook titles --- AntennaCharacteristics.ipynb | 6 +++--- BlueMicroLED.ipynb | 6 +++--- HeatSolver.ipynb | 4 ++-- docs/features/heat.rst | 4 +--- 4 files changed, 9 insertions(+), 11 deletions(-) diff --git a/AntennaCharacteristics.ipynb b/AntennaCharacteristics.ipynb index f7ca25fe..cb2af518 100644 --- a/AntennaCharacteristics.ipynb +++ b/AntennaCharacteristics.ipynb @@ -10,7 +10,7 @@ "tags": [] }, "source": [ - "# Introduction to Antenna Simulation " + "# Introduction to antenna simulation " ] }, { @@ -1434,7 +1434,7 @@ "description": "Patch antennas are widely used in wireless communication applications due to their simple design, ease of fabrication, and low profile. In this notebook, we will demonstrate how to use Tidy3D to simulate a rectangular patch antenna and compute key performance metrics. These include S-parameters using the TerminalComponentModeler, as well as directivity, axial ratio, and polarized far-field components using the DirectivityMonitor.", "feature_image": "./img/PatchAntenna.png", "kernelspec": { - "display_name": ".venv", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1449,7 +1449,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.5" + "version": "3.12.0" }, "title": "How to compute directivity and S-parameters of patch antenna using Tidy3D FDTD" }, diff --git a/BlueMicroLED.ipynb b/BlueMicroLED.ipynb index 84b70266..44dfb299 100644 --- a/BlueMicroLED.ipynb +++ b/BlueMicroLED.ipynb @@ -5,7 +5,7 @@ "id": "cdc36bfa-e440-4caa-9c67-1be735aaf697", "metadata": {}, "source": [ - "# FDTD simulation of blue micro-LEDs with inclined sidewalls\n", + "# Blue micro-LEDs with inclined sidewalls\n", "\n", "LEDs have become essential light sources, with applications ranging far beyond simple illumination, including optical communication and, notably, display technologies. Among these, µ-LEDs based on InGaN have emerged as promising platforms for next-generation displays, particularly in applications such as augmented reality.\n", "\n", @@ -1057,7 +1057,7 @@ "Far field projection" ], "kernelspec": { - "display_name": ".venv", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1072,7 +1072,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.5" + "version": "3.12.0" }, "title": "How to model blue micro LED designs using Tidy3D | Flexcompute" }, diff --git a/HeatSolver.ipynb b/HeatSolver.ipynb index e1c8e93a..bf12d896 100644 --- a/HeatSolver.ipynb +++ b/HeatSolver.ipynb @@ -5,7 +5,7 @@ "id": "c73a3470-150b-41c7-ba62-b6ea65a6b367", "metadata": {}, "source": [ - "# Heat Solver\n", + "# Introduction to heat solver\n", "\n", "This notebook demonstrates basic usage of Tidy3D's heat solver. We will consider three simple multimaterial setups, planar, cylindrical, and spherical, and compare results to analytical solutions. \n", "\n", @@ -1501,7 +1501,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.13" + "version": "3.12.0" } }, "nbformat": 4, diff --git a/docs/features/heat.rst b/docs/features/heat.rst index 0e2c9b19..3ad3dd7a 100644 --- a/docs/features/heat.rst +++ b/docs/features/heat.rst @@ -7,6 +7,4 @@ This section introduces the HEAT solver, a Tidy3D feature that solves the steady :class: example-notebook-toc :maxdepth: 1 - ../../HeatSolver - ../../CPOHeat - ../../TransientThermoOpticShifter \ No newline at end of file + ../../HeatSolver \ No newline at end of file From a8f3ff3c37c1b79bab2c20a25ff9e899be1f3b2c Mon Sep 17 00:00:00 2001 From: Emerson <125516370+e-g-melo@users.noreply.github.com> Date: Tue, 14 Oct 2025 11:43:05 -0300 Subject: [PATCH 09/17] 2x2 MMI Power Splitter v0. (#386) --- MMIPowerSplitter2x2.ipynb | 868 +++++++++++++++++++++++++++++++++ docs/case_studies/pic.rst | 1 + img/mmi_power_splitter_2x2.png | Bin 0 -> 1437446 bytes 3 files changed, 869 insertions(+) create mode 100644 MMIPowerSplitter2x2.ipynb create mode 100644 img/mmi_power_splitter_2x2.png diff --git a/MMIPowerSplitter2x2.ipynb b/MMIPowerSplitter2x2.ipynb new file mode 100644 index 00000000..fdea651f --- /dev/null +++ b/MMIPowerSplitter2x2.ipynb @@ -0,0 +1,868 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2x2 MMI power splitter\n", + "\n", + "**Note: this notebook is 90% AI-generated.**\n", + "\n", + "In this notebook, we will design and simulate a 2x2 Multi-Mode Interference (MMI) power splitter for photonic integrated circuits (PICs). The MMI power splitter is a fundamental component in integrated photonics, providing equal power splitting (50/50) with high efficiency.\n", + "\n", + "The design follows standard Silicon-on-Insulator (SOI) platform specifications with cosine S-bends for optimal performance. We will demonstrate the complete simulation workflow including geometry setup and performance evaluation.\n", + "\n", + "For more integrated photonic examples such as the 8-Channel mode and polarization demultiplexer, the broadband bi-level taper polarization rotator-splitter, and the broadband directional coupler, please visit our [examples page](https://www.flexcompute.com/tidy3d/examples/).\n", + "\n", + "If you are new to the finite-difference time-domain (FDTD) method, we highly recommend going through our [FDTD101 tutorials](https://www.flexcompute.com/tidy3d/learning-center/fdtd-101/).\n", + "\n", + "FDTD simulations can diverge due to various reasons. If you run into any simulation divergence issues, please follow the steps outlined in our [troubleshooting guide](https://www.flexcompute.com/tidy3d/learning-center/troubleshooting/) to resolve it.\n", + "\n", + "\"Schematic\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Standard Python Imports\n", + "\n", + "We start by importing the necessary libraries for our simulation.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Standard python imports.\n", + "import gdstk\n", + "import matplotlib.pylab as plt\n", + "import numpy as np\n", + "\n", + "# Import regular tidy3d.\n", + "import tidy3d as td\n", + "import tidy3d.web as web" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## MMI Power Splitter Structure\n", + "\n", + "The 2x2 MMI power splitter is based on a standard Silicon-on-Insulator (SOI) wafer with a device layer of 220 nm. The MMI section provides multimode interference for equal power splitting, while cosine S-bends route the input/output signals to offset positions for practical device integration.\n", + "\n", + "**Key Design Parameters:**\n", + "- *Material Platform*: Silicon-on-Insulator (SOI)\n", + "- *Wavelength Range*: 1.5 to 1.6 μm (telecom C-band)\n", + "- *Design Goal*: Equal power splitting (50/50)\n", + "\n", + "The MMI length is designed to achieve optimal interference patterns for equal power splitting around 1.55 micrometers, while the S-bends provide smooth transitions to offset input/output waveguides.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# MMI power splitter setup.\n", + "wavelength = 1.55 # Center simulation wavelength (um).\n", + "freq0 = td.C_0 / wavelength # Central frequency." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Materials.\n", + "n_si = 3.48 # Silicon refractive index.\n", + "n_sio2 = 1.44 # SiO2 refractive index.\n", + "\n", + "# Material definitions.\n", + "mat_si = td.Medium(permittivity=n_si**2) # Silicon waveguide material.\n", + "mat_sio2 = td.Medium(permittivity=n_sio2**2) # SiO2 substrate material." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# This cell contains all the geometry, sources, monitors, and simulation creation\n", + "\n", + "# MMI power splitter dimensions.\n", + "w_wg = 0.4 # Waveguide width (um).\n", + "h_si = 0.22 # Silicon layer height (um).\n", + "w_mmi = 1.0 # MMI section width (um).\n", + "l_mmi = 3.0 # MMI section length (um).\n", + "gap = 0.2 # Gap between output waveguides (um).\n", + "\n", + "# Waveguide lengths.\n", + "l_input = 2.0 # Input waveguide length (um).\n", + "l_output = 3.0 # Output waveguide length (um).\n", + "\n", + "# S-bend parameters.\n", + "s_bend_offset = 1.0 # Lateral offset for S-bends (um).\n", + "s_bend_length = 4.0 # Length of S-bend section (um)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Cosine S-bend Function\n", + "\n", + "We define a cosine S-bend function for smooth waveguide transitions. This function creates high-quality S-bends that minimize insertion loss.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Function to create cosine S-bends.\n", + "def cosine_sbend(\n", + " x0,\n", + " y0,\n", + " z0,\n", + " wg_width,\n", + " wg_thickness,\n", + " bend_length,\n", + " bend_height,\n", + " medium,\n", + " orientation=\"x\",\n", + " mirror=False,\n", + " sidewall_angle=0,\n", + "):\n", + " \"\"\"Cosine S-bend function for smooth waveguide transitions.\"\"\"\n", + " cell = gdstk.Cell(\"bend\")\n", + " path = gdstk.RobustPath((x0, y0), wg_width, layer=1, datatype=0)\n", + "\n", + " if orientation == \"x\":\n", + " path.segment(\n", + " (x0 + bend_length, y0),\n", + " offset=lambda u: -bend_height * np.cos(np.pi * u) / 2 + bend_height / 2,\n", + " )\n", + " if mirror:\n", + " path.mirror((x0 + 1, y0), (x0, y0))\n", + " elif orientation == \"y\":\n", + " path.segment(\n", + " (x0, y0 + bend_length),\n", + " offset=lambda u: -bend_height * np.cos(np.pi * u) / 2 + bend_height / 2,\n", + " )\n", + " if mirror:\n", + " path.mirror((x0, y0 + 1), (x0, y0))\n", + "\n", + " cell.add(path)\n", + " bend_geo = td.PolySlab.from_gds(\n", + " cell,\n", + " gds_layer=1,\n", + " axis=2,\n", + " slab_bounds=(z0 - wg_thickness / 2, z0 + wg_thickness / 2),\n", + " sidewall_angle=sidewall_angle,\n", + " )\n", + " return td.Structure(geometry=bend_geo[0], medium=medium)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Complete MMI Power Splitter Simulation Setup\n", + "\n", + "Now we create the complete 2x2 MMI power splitter simulation with x-axis propagation. The simulation includes the MMI section, input/output waveguides, cosine S-bends, sources, and monitors.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate optimized simulation domain size for x-axis propagation.\n", + "x_min = -1.5 - 3.0 # -4.5 um\n", + "x_max = 5.5 + 3.0 # 8.5 um\n", + "total_length = x_max - x_min # 13.0 um\n", + "total_width = w_mmi + 4.0 # Keep width buffer for offset waveguides\n", + "total_height = 2.0 # Sufficient for SOI structure\n", + "sim_size_optimized = (total_length, total_width, total_height)\n", + "\n", + "# 1. MMI section (main multimode interference region).\n", + "mmi_section = td.Structure(\n", + " geometry=td.Box(center=(0, 0, 0), size=(l_mmi, w_mmi, h_si)), medium=mat_si\n", + ")\n", + "\n", + "# 2. Output S-bend 1.\n", + "output_s_bend_1 = cosine_sbend(\n", + " x0=l_mmi / 2, # Start at MMI right edge (x-axis propagation)\n", + " y0=w_wg / 2 + gap / 2, # Start at MMI top edge\n", + " z0=0,\n", + " wg_width=w_wg,\n", + " wg_thickness=h_si,\n", + " bend_length=s_bend_length,\n", + " bend_height=s_bend_offset,\n", + " medium=mat_si,\n", + " orientation=\"x\",\n", + " mirror=False,\n", + ")\n", + "\n", + "# 3. Output waveguide 1.\n", + "output_wg_1 = td.Structure(\n", + " geometry=td.Box(\n", + " center=(l_mmi / 2 + s_bend_length + l_output / 2, w_wg / 2 + gap / 2 + s_bend_offset, 0),\n", + " size=(l_output, w_wg, h_si),\n", + " ),\n", + " medium=mat_si,\n", + ")\n", + "\n", + "# 4. Output S-bend 2.\n", + "output_s_bend_2 = cosine_sbend(\n", + " x0=l_mmi / 2, # Start at MMI right edge (x-axis propagation)\n", + " y0=-w_wg / 2 - gap / 2, # Start at MMI bottom edge\n", + " z0=0,\n", + " wg_width=w_wg,\n", + " wg_thickness=h_si,\n", + " bend_length=s_bend_length,\n", + " bend_height=-s_bend_offset,\n", + " medium=mat_si,\n", + " orientation=\"x\",\n", + " mirror=False,\n", + ")\n", + "\n", + "# 5. Output waveguide 2.\n", + "output_wg_2 = td.Structure(\n", + " geometry=td.Box(\n", + " center=(l_mmi / 2 + s_bend_length + l_output / 2, -w_wg / 2 - gap / 2 - s_bend_offset, 0),\n", + " size=(l_output, w_wg, h_si),\n", + " ),\n", + " medium=mat_si,\n", + ")\n", + "\n", + "# 6. Create input waveguides using Tidy3D reflection transformation for x-axis propagation.\n", + "input_wg_1_geometry = output_wg_1.geometry.reflected(normal=(1, 0, 0))\n", + "input_wg_1 = td.Structure(geometry=input_wg_1_geometry, medium=mat_si)\n", + "input_wg_2_geometry = output_wg_2.geometry.reflected(normal=(1, 0, 0))\n", + "input_wg_2 = td.Structure(geometry=input_wg_2_geometry, medium=mat_si)\n", + "input_s_bend_1_geometry = output_s_bend_1.geometry.reflected(normal=(1, 0, 0))\n", + "input_s_bend_1 = td.Structure(geometry=input_s_bend_1_geometry, medium=mat_si)\n", + "input_s_bend_2_geometry = output_s_bend_2.geometry.reflected(normal=(1, 0, 0))\n", + "input_s_bend_2 = td.Structure(geometry=input_s_bend_2_geometry, medium=mat_si)\n", + "\n", + "# 7. Combine all structures.\n", + "mmi_structures = [\n", + " input_s_bend_1,\n", + " input_wg_1,\n", + " input_s_bend_2,\n", + " input_wg_2,\n", + " mmi_section,\n", + " output_s_bend_1,\n", + " output_wg_1,\n", + " output_s_bend_2,\n", + " output_wg_2,\n", + "]\n", + "\n", + "# 8. Create frequency array for wavelength sweep.\n", + "wavelengths = np.arange(1.5, 1.61, 0.01) # 1.5 to 1.6 μm with 10 nm steps\n", + "frequencies = td.C_0 / wavelengths\n", + "\n", + "# 9. Mode source at the upper input waveguide (x-axis propagation).\n", + "source_position = (-6, 1.3, 0)\n", + "source_size = (0, 6 * w_wg, 6 * h_si)\n", + "mode_source = td.ModeSource(\n", + " center=source_position,\n", + " size=source_size,\n", + " source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n", + " direction=\"+\",\n", + " mode_spec=td.ModeSpec(num_modes=1),\n", + " mode_index=0,\n", + ")\n", + "\n", + "# 10. Mode monitors at the output waveguides (x-axis propagation).\n", + "monitor_1_position = (l_mmi / 2 + s_bend_length + 0.5, w_wg / 2 + gap / 2 + s_bend_offset, 0)\n", + "monitor_1_size = (0, 6 * w_wg, 6 * h_si)\n", + "mode_monitor_1 = td.ModeMonitor(\n", + " center=monitor_1_position,\n", + " size=monitor_1_size,\n", + " freqs=frequencies,\n", + " mode_spec=td.ModeSpec(num_modes=1),\n", + " name=\"mode_output_1\",\n", + ")\n", + "\n", + "monitor_2_position = (l_mmi / 2 + s_bend_length + 0.5, -w_wg / 2 - gap / 2 - s_bend_offset, 0)\n", + "monitor_2_size = (0, 6 * w_wg, 6 * h_si)\n", + "mode_monitor_2 = td.ModeMonitor(\n", + " center=monitor_2_position,\n", + " size=monitor_2_size,\n", + " freqs=frequencies,\n", + " mode_spec=td.ModeSpec(num_modes=1),\n", + " name=\"mode_output_2\",\n", + ")\n", + "\n", + "# 11. Field monitor at xy plane - record fields at specific wavelengths (x-axis propagation).\n", + "field_freqs = [td.C_0 / 1.55, td.C_0 / 1.58] # 1.55 and 1.58 um\n", + "field_monitor = td.FieldMonitor(\n", + " center=(0, 0, 0), size=(td.inf, td.inf, 0), freqs=field_freqs, name=\"field_xy\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# 12. Create the complete simulation.\n", + "sim_mmi = td.Simulation(\n", + " size=sim_size_optimized,\n", + " structures=mmi_structures,\n", + " sources=[mode_source],\n", + " monitors=[mode_monitor_1, mode_monitor_2, field_monitor],\n", + " run_time=1e-12,\n", + " boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n", + " medium=mat_sio2,\n", + " grid_spec=td.GridSpec(\n", + " grid_x=td.AutoGrid(min_steps_per_wvl=20),\n", + " grid_y=td.AutoGrid(min_steps_per_wvl=20),\n", + " grid_z=td.AutoGrid(min_steps_per_wvl=20),\n", + " wavelength=wavelength,\n", + " ),\n", + " symmetry=(0, 0, 0),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulation Visualization\n", + "\n", + "Let's visualize the complete MMI power splitter setup to verify the geometry and propagation direction.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Simulation Setup Visualization - XY Setup Plane\n", + "fig_xy = sim_mmi.plot(z=0) # XY cross-section at z=0 (MMI center) - shows complete setup" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 3D Visualization\n", + "fig_3d = sim_mmi.plot_3d()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Cost Estimation\n", + "\n", + "Before running the simulation, let's estimate the computational cost." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
13:09:10 -03 Created task 'mmi_2x2_cost_estimation' with task_id                \n",
+       "             'fdve-4e41a63a-22fd-4da6-9504-1b43e0088728' and task_type 'FDTD'.  \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m13:09:10 -03\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'mmi_2x2_cost_estimation'\u001b[0m with task_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-4e41a63a-22fd-4da6-9504-1b43e0088728'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-4e41a63a-22f\n",
+       "             d-4da6-9504-1b43e0088728'.                                         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=753610;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4e41a63a-22fd-4da6-9504-1b43e0088728\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=357789;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4e41a63a-22fd-4da6-9504-1b43e0088728\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=753610;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4e41a63a-22fd-4da6-9504-1b43e0088728\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=549517;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4e41a63a-22fd-4da6-9504-1b43e0088728\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=753610;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4e41a63a-22fd-4da6-9504-1b43e0088728\u001b\\\u001b[32m-4e41a63a-22f\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=753610;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4e41a63a-22fd-4da6-9504-1b43e0088728\u001b\\\u001b[32md-4da6-9504-1b43e0088728'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Task folder: 'default'.                                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=41272;https://tidy3d.simulation.cloud/folders/315b8f7e-fef5-4f8e-a0be-4c5a6c6f6194\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7e77c17d054e4df1b88ff8dccbdd914c", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
13:09:13 -03 Maximum FlexCredit cost: 0.077. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m13:09:13 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.077\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
13:09:14 -03 Maximum FlexCredit cost: 0.077. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m13:09:14 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.077\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimated cost: 0.0774 Flex Credits\n" + ] + } + ], + "source": [ + "# Cost Estimation\n", + "job = web.Job(simulation=sim_mmi, task_name=\"mmi_2x2_cost_estimation\", verbose=True)\n", + "cost_info = web.estimate_cost(job.task_id)\n", + "print(f\"Estimated cost: {cost_info:.4f} Flex Credits\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run Simulation\n", + "\n", + "Now we run the simulation to obtain the results." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
13:09:15 -03 status = success                                                   \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m13:09:15 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ac879db427ed49e194140e55d6850cc7", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
13:09:19 -03 loading simulation from mmi_2x2_results.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m13:09:19 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from mmi_2x2_results.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Run Simulation\n", + "sim_data = job.run(path=\"mmi_2x2_results.hdf5\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Result Analysis\n", + "\n", + "Let's analyze the simulation results to evaluate the MMI power splitter performance.\n", + "\n", + "**Key Performance Metrics:**\n", + "\n", + "- **Power Splitting Ratio**: The fraction of total power that goes to each output port. For an ideal 2x2 MMI power splitter, both outputs should have a splitting ratio of 0.5 (50/50 split).\n", + "\n", + "- **Total Power**: The sum of power from both output ports, showing the overall transmission efficiency of the device." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Average splitting ratio 1: 0.452\n", + "Average splitting ratio 2: 0.548\n", + "Average total power: 0.845\n" + ] + } + ], + "source": [ + "# Extract mode coefficients from ModeMonitors\n", + "mode_coeff_1 = sim_data[\"mode_output_1\"].amps.sel(mode_index=0, direction=\"+\")\n", + "mode_coeff_2 = sim_data[\"mode_output_2\"].amps.sel(mode_index=0, direction=\"+\")\n", + "\n", + "# Calculate power splitting\n", + "power_1 = np.abs(mode_coeff_1) ** 2\n", + "power_2 = np.abs(mode_coeff_2) ** 2\n", + "total_power = power_1 + power_2\n", + "\n", + "# Calculate splitting ratio\n", + "splitting_ratio_1 = power_1 / total_power\n", + "splitting_ratio_2 = power_2 / total_power\n", + "\n", + "# Ensure arrays are numpy arrays for consistent indexing\n", + "splitting_ratio_1 = np.array(splitting_ratio_1)\n", + "splitting_ratio_2 = np.array(splitting_ratio_2)\n", + "total_power = np.array(total_power)\n", + "\n", + "# Create comprehensive analysis plots\n", + "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 4))\n", + "\n", + "# Power splitting vs wavelength\n", + "ax1.plot(wavelengths, splitting_ratio_1, \"b-\", label=\"Output 1\", linewidth=2)\n", + "ax1.plot(wavelengths, splitting_ratio_2, \"r-\", label=\"Output 2\", linewidth=2)\n", + "ax1.axhline(y=0.5, color=\"k\", linestyle=\"--\", alpha=0.7, label=\"Ideal 50/50\")\n", + "ax1.set_xlabel(\"Wavelength (μm)\")\n", + "ax1.set_ylabel(\"Power Splitting Ratio\")\n", + "ax1.set_title(\"MMI Power Splitting vs Wavelength\")\n", + "ax1.legend()\n", + "ax1.grid(True, alpha=0.3)\n", + "\n", + "# Total power vs wavelength\n", + "ax2.plot(wavelengths, total_power, \"g-\", linewidth=2)\n", + "ax2.set_xlabel(\"Wavelength (μm)\")\n", + "ax2.set_ylabel(\"Total Power\")\n", + "ax2.set_title(\"Total Transmitted Power vs Wavelength\")\n", + "ax2.grid(True, alpha=0.3)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Print key performance metrics\n", + "print(f\"Average splitting ratio 1: {splitting_ratio_1.mean():.3f}\")\n", + "print(f\"Average splitting ratio 2: {splitting_ratio_2.mean():.3f}\")\n", + "print(f\"Average total power: {total_power.mean():.3f}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Power Splitting Performance Analysis:**\n", + "\n", + "The power splitting ratio plot reveals several important characteristics of the MMI power splitter:\n", + "\n", + "- **Optimal Operating Wavelength**: The device achieves perfect 50/50 splitting at approximately 1.58 μm, where both output curves intersect the ideal 50/50 line.\n", + "\n", + "- **Wavelength Dependence**: The splitting ratio shows significant wavelength dependence:\n", + " - At shorter wavelengths (1.50 μm): Output 2 receives ~62% of power, Output 1 receives ~37%\n", + " - At longer wavelengths (1.60 μm): Output 1 receives ~54% of power, Output 2 receives ~46%\n", + "\n", + "- **Design Implications**: This wavelength dependence is typical for MMI devices and can be optimized by adjusting the MMI length, width, or using apodization techniques for broader bandwidth performance." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Field Intensity Analysis\n", + "\n", + "Finally, let's examine the field intensity distribution at specific wavelengths in the XY plane to understand the light propagation through the MMI." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create a 2x1 subplot for the two wavelengths.\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 3))\n", + "\n", + "# Plot field intensity at 1.55 um using Tidy3D's built-in method.\n", + "sim_data.plot_field(\"field_xy\", \"E\", val=\"abs^2\", f=td.C_0 / 1.55, ax=axes[0])\n", + "axes[0].set_title(\"Field Intensity at 1.55 μm (XY plane)\")\n", + "\n", + "# Plot field intensity at 1.58 um using Tidy3D's built-in method.\n", + "sim_data.plot_field(\"field_xy\", \"E\", val=\"abs^2\", f=td.C_0 / 1.58, ax=axes[1])\n", + "axes[1].set_title(\"Field Intensity at 1.58 μm (XY plane)\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + } + ], + "metadata": { + "applications": [ + "Passive photonic integrated circuit components" + ], + "description": "This notebook demonstrates the FDTD simulation of a 2x2 MMI Power Splitter using Tidy3D.", + "feature_image": "./img/mmi_power_splitter_2x2.png", + "features": [ + "Geometry transformation" + ], + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "mmi, power splitter, photonic integrated circuits, Tidy3D, FDTD", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.0" + }, + "title": "2x2 MMI Power Splitter | Flexcompute" + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/case_studies/pic.rst b/docs/case_studies/pic.rst index fc2a987a..0dded619 100644 --- a/docs/case_studies/pic.rst +++ b/docs/case_studies/pic.rst @@ -16,6 +16,7 @@ Passive photonic integrated circuit (PIC) components form the backbone of many o ../../GratingCoupler ../../FocusedApodGC ../../MMI1x4 + ../../MMIPowerSplitter2x2 ../../RingResonator ../../BilevelPSR ../../WaveguideSizeConverter 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\n" ], "text/plain": [ - "\u001b[2;36m13:56:44 CEST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m13:56:44 CEST\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -401,7 +401,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m13:56:47 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m13:56:47 CEST\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -415,8 +415,8 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after \n", - "\u001b[2;36m \u001b[0mthe Batch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after \n", + "\u001B[2;36m \u001B[0mthe Batch has completed. \n" ] }, "metadata": {}, @@ -443,7 +443,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m13:57:04 CEST\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m13:57:04 CEST\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -489,7 +489,7 @@ "sims_ref = {axis: sims0[axis].updated_copy(structures=[substrate]) for axis in [\"x\", \"y\", \"z\"]}\n", "\n", "# run the simulations\n", - "ref_results = web.run_async(simulations=sims_ref, path_dir=\"data\")" + "ref_results = web.run(sims_ref, path=\"data\")" ] }, { @@ -572,7 +572,7 @@ "def min_upward_flux(params: np.ndarray, beta: float) -> float:\n", " \"\"\"Objective function for the inverse design\"\"\"\n", " sims = make_sims(params, beta=beta)\n", - " batch_results = web.run_async(simulations=sims, path_dir=\"data\", verbose=False)\n", + " batch_results = web.run(sims, path=\"data\", verbose=False)\n", "\n", " def flux_data(dim: str) -> np.ndarray:\n", " return np.mean(batch_results[dim][\"field\"].flux.data)\n", @@ -1400,7 +1400,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m14:58:19 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: No connection: Retrying for \u001b[0m\u001b[1;36m180\u001b[0m\u001b[31m seconds. \u001b[0m\n" + "\u001B[2;36m14:58:19 CEST\u001B[0m\u001B[2;36m \u001B[0m\u001B[31mWARNING: No connection: Retrying for \u001B[0m\u001B[1;36m180\u001B[0m\u001B[31m seconds. \u001B[0m\n" ] }, "metadata": {}, @@ -2108,7 +2108,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:48:33 CEST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m15:48:33 CEST\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -2121,7 +2121,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:48:36 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.156\u001b[0m for the whole batch. \n" + "\u001B[2;36m15:48:36 CEST\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.156\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -2135,8 +2135,8 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after \n", - "\u001b[2;36m \u001b[0mthe Batch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after \n", + "\u001B[2;36m \u001B[0mthe Batch has completed. \n" ] }, "metadata": {}, @@ -2163,7 +2163,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:48:56 CEST\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m15:48:56 CEST\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -2222,7 +2222,7 @@ "\n", "# resimulate the optimized design\n", "sims_opt = make_sims(params_final, beta=beta)\n", - "opt_results = web.run_async(simulations=sims_opt, path_dir=\"data\")\n", + "opt_results = web.run(sims_opt, path=\"data\")\n", "\n", "# extract the fluxes\n", "flux_opt = extract_fluxes(opt_results)" @@ -2318,7 +2318,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:49:12 CEST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m15:49:12 CEST\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -2331,7 +2331,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:49:16 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.156\u001b[0m for the whole batch. \n" + "\u001B[2;36m15:49:16 CEST\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.156\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -2345,8 +2345,8 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after \n", - "\u001b[2;36m \u001b[0mthe Batch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after \n", + "\u001B[2;36m \u001B[0mthe Batch has completed. \n" ] }, "metadata": {}, @@ -2373,7 +2373,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:49:41 CEST\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m15:49:41 CEST\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -2431,7 +2431,7 @@ "sims_binarized = make_sims(params_binarized, beta=beta)\n", "\n", "# run simulations\n", - "binarized_results = web.run_async(simulations=sims_binarized, path_dir=\"data\")\n", + "binarized_results = web.run(sims_binarized, path=\"data\")\n", "\n", "# extract results\n", "flux_binarized = extract_fluxes(binarized_results)" @@ -2664,7 +2664,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:50:00 CEST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m15:50:00 CEST\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -2677,7 +2677,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:50:03 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.156\u001b[0m for the whole batch. \n" + "\u001B[2;36m15:50:03 CEST\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.156\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -2691,8 +2691,8 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after \n", - "\u001b[2;36m \u001b[0mthe Batch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after \n", + "\u001B[2;36m \u001B[0mthe Batch has completed. \n" ] }, "metadata": {}, @@ -2719,7 +2719,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m15:50:39 CEST\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m15:50:39 CEST\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -2780,7 +2780,7 @@ "}\n", "\n", "# run the simulations\n", - "loaded_results = web.run_async(simulations=sims_loaded, path_dir=\"data\")\n", + "loaded_results = web.run(sims_loaded, path=\"data\")\n", "\n", "# extract results\n", "flux_loaded = extract_fluxes(loaded_results)\n", @@ -2989,7 +2989,7 @@ { "data": { "text/html": "
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x               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:16\ny               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:15\nz               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:15\n
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Downloading data for 3 tasks ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━   0% 0:00:02\n
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Downloading data for 3 tasks ━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━  33% 0:00:03\n
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x               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:17\ny               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:16\nz               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:16\n
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x               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:01\ny               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:01\nz               → success       ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:01\n
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\n", - "text/plain": "x → \u001b[32msuccess \u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:00:18\u001b[0m\ny → \u001b[32msuccess \u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:00:17\u001b[0m\nz → \u001b[32msuccess \u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:00:17\u001b[0m\n" + "text/plain": "x → \u001B[32msuccess \u001B[0m \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[33m0:00:18\u001B[0m\ny → \u001B[32msuccess \u001B[0m \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[33m0:00:17\u001B[0m\nz → \u001B[32msuccess \u001B[0m \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[33m0:00:17\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -3616,7 +3616,7 @@ { "data": { "text/html": "
Uploading data for 3 tasks ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━   0% 0:00:02\n
\n", - "text/plain": "Uploading data for 3 tasks \u001b[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m 0%\u001b[0m \u001b[33m0:00:02\u001b[0m\n" + "text/plain": "Uploading data for 3 tasks \u001B[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m 0%\u001B[0m \u001B[33m0:00:02\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -3698,7 +3698,7 @@ { "data": { "text/html": "
Uploading data for 3 tasks ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━   0% 0:00:02\n
\n", - "text/plain": "Uploading data for 3 tasks \u001b[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m 0%\u001b[0m \u001b[33m0:00:02\u001b[0m\n" + "text/plain": "Uploading data for 3 tasks \u001B[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m 0%\u001B[0m \u001B[33m0:00:02\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -3727,7 +3727,7 @@ { "data": { "text/html": "
Downloading data for 3 tasks ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━   0% 0:00:07\n
\n", - "text/plain": "Downloading data for 3 tasks \u001b[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m 0%\u001b[0m \u001b[33m0:00:07\u001b[0m\n" + "text/plain": "Downloading data for 3 tasks \u001B[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m 0%\u001B[0m \u001B[33m0:00:07\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -3809,7 +3809,7 @@ { "data": { "text/html": "
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Downloading data for 3 tasks ━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━  33% 0:00:07\n
\n", - "text/plain": "Downloading data for 3 tasks \u001b[38;2;249;38;114m━━━━━━━━━━━━\u001b[0m\u001b[38;2;249;38;114m╸\u001b[0m\u001b[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m 33%\u001b[0m \u001b[33m0:00:07\u001b[0m\n" + "text/plain": "Downloading data for 3 tasks \u001B[38;2;249;38;114m━━━━━━━━━━━━\u001B[0m\u001B[38;2;249;38;114m╸\u001B[0m\u001B[38;5;237m━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m 33%\u001B[0m \u001B[33m0:00:07\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" diff --git a/Autograd23FabricationAwareInvdes.ipynb b/Autograd23FabricationAwareInvdes.ipynb index 56a25821..8e4784cd 100644 --- a/Autograd23FabricationAwareInvdes.ipynb +++ b/Autograd23FabricationAwareInvdes.ipynb @@ -18,10 +18,13 @@ }, { "cell_type": "code", - "execution_count": 1, "id": "c76c454e-e2c8-40ab-a4ed-e41a5e3e0d65", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:39:59.604569Z", + "start_time": "2025-09-26T15:39:55.912073Z" + } + }, "source": [ "import autograd as ag\n", "import autograd.numpy as anp\n", @@ -31,7 +34,9 @@ "import tidy3d.web as web\n", "\n", "np.random.seed(2)" - ] + ], + "outputs": [], + "execution_count": 1 }, { "cell_type": "markdown", @@ -69,15 +74,20 @@ }, { "cell_type": "code", - "execution_count": 3, "id": "8e12ebf5", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:40:08.527411Z", + "start_time": "2025-09-26T15:40:08.381918Z" + } + }, "source": [ "import webbrowser\n", "\n", "_ = webbrowser.open(\"https://www.prefabphotonics.com/signup\")" - ] + ], + "outputs": [], + "execution_count": 2 }, { "cell_type": "markdown", @@ -89,13 +99,18 @@ }, { "cell_type": "code", - "execution_count": 4, "id": "aa638e5d", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:40:37.876179Z", + "start_time": "2025-09-26T15:40:37.874548Z" + } + }, "source": [ "# !prefab setup" - ] + ], + "outputs": [], + "execution_count": 3 }, { "cell_type": "markdown", @@ -109,56 +124,60 @@ }, { "cell_type": "code", - "execution_count": 5, "id": "4e8bb4f8", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:41:10.772477Z", + "start_time": "2025-09-26T15:41:01.467242Z" + } + }, + "source": [ + "import prefab as pf\n", + "\n", + "device = pf.shapes.target()\n", + "prediction = device.predict(model=pf.models[\"ANT_NanoSOI_ANF1_d10\"], binarize=True)\n", + "device.plot()\n", + "prediction.plot()" + ], "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Prediction: 100%|\u001b[32m██████████████████████████████\u001b[0m| 100/100 [00:03<00:00, 25.32%/s]\u001b[32m\u001b[0m\n" - ] - }, { "data": { "text/plain": [ "" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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}, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "image/png": 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YPF18Naw32uGqqQVcfJtIR8nSH9yvBA69dmABqWRpaLOxjBiAs5d3wrqnFyEE6/837Dr+9Pz1sedx/eD3UV/kxMDXZqLXZ9WwbCjs8PWalSz9wf2qKQ49L7GAVLI0tNlU3zAaj73wKsZFOwGE+uQ2wi2hODB9CSrurMb/63klH/G1gyz9wf3qYnz1phdYQCpZGtpsqieNxl1Pf/C/ged7MZYIHP3XANjn/MAvtxcsZOkP7lfN49DTiAWkkqWhzUaxDcEjzy3FHdZyv91muCUUB374OuqvcAAhvnlUGWxk6Q/uVy3j0NOABaSSpaHNxjJsAN5+ZwkmxNQbcvs7bcuxomQdXFcNM+T2A4Us/cH9qnUcem1gAalkaWizqb1mFJ56/zV0Do0xbA3hllB0Do3BsQlRqJg81rB1yEyW/uB+1TYOvVawgFSyNLTZnL9xDO56cRWGRkYavRQAwIE7l+DhP7xu9DKkI0t/cL/ShkOvBSwglSwNbUb20SG43fqd0cto4odR36H7pjiU38cXtwDy9Af3K+049JrBAlLJ0tBmVHPdaORPfs7oZVykc2gMXu25HlXdTf81nNL0B/cr73DoXYAFpJKloU+VlRpyu0ayREbCPjoUXUNjjV4KtUCW/uB+pXI6GzQfy6HnodRewgKCXA1dXnbCkNs2UvETw3Fg+hKjl9GqzCsO4/DTNoTEmm8wO51OafqD+5W6XxUV79J8vKFDb8mSJRg8eDCsViusVitsNhtWr17tPr+mpga5ubno0qUL4uLikJOTg5MnTza5jmPHjiE7OxsxMTFISkrCgw8+iIYG7VPfU5n9KAtIooF3ovQwklIvMeT2jfTB/3vB6CW06YOMz1E0dQlCOsUZvRT/cgIlhw5K0x/cr8R+pZWhQ6979+546qmnUFBQgG3btuGnP/0pbrjhBuzZo34K/Jw5c/Dxxx9j5cqVyMvLQ2lpKW688Ub35Z1OJ7Kzs1FXV4eNGzdi+fLlWLZsGebPn9+u9aSm9GYBSTTwLkm7FN1S0wxZA1GzDgG11dXS9Af3K3W/ykgfovlyFkVRpHpGOjExEc8++yxuuukmdOvWDW+99RZuuukmAMD+/ftx+eWXIz8/H2PHjsXq1atx7bXXorS0FMnJyQCAV155BQ899BBOnTqFiIgITbfpcDgQHx+PEUOvMiQ82QpIpoauUhzYs30rRmMcrJbOhqzJ3144mo8BEdFGL0OTH878FWJLKqEU7Gn74ADnUL7HlpC16JNxObrFGfMfYxx4qgv3q+ioWBQU5qGiogJWq7XVy0rznJ7T6cSKFStQVVUFm82GgoIC1NfXY/z48e5j+vfvj549eyI/Px8AkJ+fj0GDBrkHHgBkZWXB4XC4Hy02p7a2Fg6Ho8mPUWQsIFkGnhl9P82GxJDA+YDnj15+EUevN9GrejOAmFhj/qQrQ38Ew35l+NDbtWsX4uLiEBkZiXvvvRerVq1CZmYm7HY7IiIikJCQ0OT45ORk2O12AIDdbm8y8BrPbzyvJQsWLEB8fLz7p0ePHvr+UhoFQwHpRYaGlsGAGbuRGhZYz5O5IqX6Y5FvGfS6HRn6I1j2K8OHXr9+/VBYWIjNmzdjxowZmDZtGvbu3evT25w3bx4qKircP8ePH/fp7TUnWApIDzI0tBQsFoQgsAZI59AYjL0q+P+0aSQZ+iOY9ivD30EYERGB9PR0AMCIESOwdetWvPzyy7jllltQV1eHs2fPNnm0d/LkSaSkpAAAUlJSsGXLlibX1/jqzsZjmhMZGYlIAz/aKZgKqKNkaGhZHFw0Cp/2eAUS/LeoV7pFVOL0JWloOGG+91T6mgz9EWz7lXTd5XK5UFtbixEjRiA8PBxr1651n3fgwAEcO3YMNpsNAGCz2bBr1y6Ul4uvW1mzZg2sVisyMzP9vnYtgq2AOkKGhpZKCP73LeiB5fnU7dj7SHejlxF0ZOiPYNyvDH2kN2/ePFxzzTXo2bMnzp07h7feegtfffUVPv/8c8THx2P69OmYO3cuEhMTYbVaMWvWLNhsNowdq37S+4QJE5CZmYmpU6fimWeegd1uxyOPPILc3FxDH8m1JBgLqL1kaGiZuK4cislj841eRrvdNnYTtl0xHJYNhUYvJSjI0B/Bul8ZOvTKy8tx++23o6ysDPHx8Rg8eDA+//xz/OxnPwMAvPjiiwgJCUFOTg5qa2uRlZWFxYsXuy8fGhqKTz75BDNmzIDNZkNsbCymTZuGxx9/3KhfqUXBWkDtIUNDy+b7ftH4U5L2T5WQzZPJ32BU3yuQuMHolQQ+GfojmPcrQ4feq6++2ur5UVFRWLRoERYtWtTiMb169cKnn36q99J0FcwF5C0ZGlo6IaGoS7AYvQqSgAz9Eez7VeA9gRBggr2AvCFDQ8sotP9l+OaBxW0fSEFNhv4ww37FoedDZiggrWRoaPKxnNMI7dbN6FUEJBn6wyz7FYeej5ilgLSQoaHJ97YOfwfommD0MgKODP1hpv2KQ88HzFRAbZGhoWXntEYZvQQyiAz9Ybb9ikNPZ2YroNbI0NDSs1jw5kq5vzvPG6dHdTV6CQFDhv4w437FoacjMxZQS2Ro6EBQfp8NMZZwo5ehm4///Bxg4StR2yJDf5h1v+LQ04lZC6g5MjR0oMj51ReICdH2FVgUHGToDzPvVxx6OjBzAV1IhoYOFJawsID7gGktLBq/x9KMZOgPs+9XHHodZPYC8iRDQweSQ68PxMNdDxi9DF0lhcZi+KZqo5chJRn6g/sVh16HsIAEGRo6kIQMzcQP+hw2ehk+MTruMOqyRhq9DKnI0B/cr1Qceu3EAhJkaOhA8+34BLze62ujl+ETk2IrcXxag9HLkIYM/cH9SuDQawcWkCBDQ5N83rL9HWen2oxehuFk6A/uV01x6HmJBSTI0NCBqCpnDNbPft7oZfjU6MhwVKRbYAk374taZOgP7lcX49DzAgtIkKGhA1FITAy+XLgY8SHRRi/F5/bfvRiuUZcbvQxDyNAf3K+ax6GnEQtIkKGhA1XxI0MQAvO8efvoLKDkcXP9mVOG/uB+1TIOPQ1YQIIMDR2oip8fi41Tn0OoxTxtd/Cq5fjDLSuMXobfyNAf3K9aZ57uaycWkCBDQweqkJgY9Bhchq6hsUYvxe/CLU6EWq1GL8PnZOgP7ldt49BrBQtIkKGhA1Vo1y448Ep/fDngQ6OXYoicOAcSPwtBaMalRi/FZ2ToD+5X2nDotYAFJMjQ0IEqJCYG+1/ohcPjXzN6KYb6Z++vcHhqstHL8AkZ+oP7lXYces1gAQkyNHSgKn5+LGo+7Gb6gdfozp//F47VlyGkUyejl6IbGfqD+5V3OPQuwAISZGjo81WVhtxuR4TExODIkzZs+n/Pm/ZPms15qEsR8oe8h9Hrz8ASGWn0cjpMhv7gfuU9Dj0PlVUOFtD/yNLQJUUHDbnt9grNuBQfFa3DvmmLTPmiFS3+2G0P0tcDriuHIrRLotHLaRdZ+oP7larUXqL5WP/fSxIrOrQTMTGdTF9AMjV0ZHQ0qgPk0d7302yoSAfCLaFGL0V6f71kM/DOZvT5fDqshf2R8vJGo5ek2amyUpSXnZCiPzjw1P2qzH5U8/Eceh5YQHINvOjoOHRPvwz7d243ZB1a1V09Ciem1eFfY1/GiEjzfuxWexzJehXnf1aHoWPvRuy6WCQtlnz4lYEDD/LtV6kpvTUPPg49DxmXDWIBSTTw+mUMRU3IeUPW0SaLBSGRkRixqQqjY9/E9bHnAXDgtUdMSAQOXrUcBWPrsPrewdgwZShcuw4AioRfsFsGJKVeIk1/cL9S96uUpB4ceu3BApJr4IWGhkGGLxYP7dYN6NbZ/e+DdyVi0y3qB0bzeTv9jIiMwIjI/aj4dAf+6eiLf98kPr7Mua9IjiGYCnRLTTPkpjnwhAv3K6dT+1dZcegZSNYCMoIMDX2hkJgYnLptCEJu/A5bhr1zwbkcdr4SHxKN3ITjyP3vcfdpw/58H0Jr1KGX/N9v0VByvKWL+1aqMTcrQ38Ey35l/M5iUsFSQHqQoaEbua4ahkO3hQMAQmLrUTxuiWFrIWHH7xe7/7/tphzYS0YDAJI2hCLhjXyjluUXMvRHMO1XHHoGCKYC6igZGvrwUzZc+ePdAICR1v8iN8GgRxGkSf6Q94Ah6v//bHwk3s5VB+Dmb3uhx027DVyZ/mToj2Dbrzj0/CzYCqgjjGro0C6JsERF4dyo7ljy0svoHpZviu+3C0ZXx9Ti6p7rAAC1Pb7AoaMNuPnvD6DPsqNoOFFq8Oo6hgNP0HO/4tDzo2AsoPbyd0NbIiNRlT0UADDs4e1YmPbF/87hsAsWkZZwDIgIx97cxXDe58KVv7kPYbXq84CdNhyB82S5wSvUjgNP0Hu/8vqePHLkCNatW4eSkhKcP38e3bp1w7Bhw2Cz2RAVFdXhBQWrYC2g9jCioYufGI6iKXx+zixCLSHIf/4V979/OPNXiHk/MIYeB57gi/1K87355ptv4uWXX8a2bduQnJyMtLQ0REdH48yZMyguLkZUVBQmT56Mhx56CL169dJlccEimAvIW0Y0dNFfx+CbSS8C4H+UmdWgeTux4fbLkTJpn9FLaRUHnuCr/UrTZ28OGzYMCxcuxB133IGSkhKUlZWhoKAA69evx969e+FwOPDhhx/C5XJh5MiRWLlypW4LDHTBXkDe8GdDh3TqhDN32fDrQ/tRcMOLiAvhwDOzxZdswrZR/8SvD+1H8fNj1W96sFiMXlYTHHiCL/cri6K0/Y7Pzz//HFlZWZqu8PTp0zh69ChGjBjR4cX5i8PhQHx8PEYMvUrXQjNDAWnV3oauUhzYs30rRmMcrJbObV8AgGIbgrffWYLOoTEdWTIFMafiwnU/uxXOvdo/0NyhfI8tw9diAEYh1qLvN8Fz4Ant2a+czgYUFOahoqICVmvr2Wh6pKd14AFAly5dAmrg+UogF5De/NnQ1ZNG4zdvvMWBR60KtYTg0NQuRi8DAAeeJ3/sV+2+d8vLy1FeXg6Xy9Xk9MGDB3d4UYHOTAXUFr8OvBtG466nPsCEmHqf3QYFj123L0Rm9Cykz95k2Bo48AR/7Vde38MFBQWYNm0a9u3bh8a/jFosFiiKAovFAqfTqfsiA4nZCqg1fm3o0YPw2AuvYly0ueuPtIu0hGNzzvN4ffwgrHguC52X+feTXTjwBH/uV17fy3fddRf69u2LV199FcnJybBI9mSwkcxYQC3xZ0Nbhg3Av977G/+kSV7rGhqLlceHoevqYvjzP5c48AR/71de39OHDx/Ge++9h/T0dF+sJ2CZtYCa4++GvvvtjznwqN3yh7yH9BfvQN/7FThPnfL57XHgCUbsV5peyOJp3Lhx2Llzpy/WErDMXEAX8ndD2+f8AEMjA/vjpnzlg6o4XPnNjRi85TZ8XQP0+egePHxyMO47MdbopUnn0I+X4djfkmAJ9+13InLgCUbtV17f4//4xz8wbdo07N69GwMHDkR4eHiT86+//nrdFhcIzF5Anoxo6LgsOy4Lj/P57QSa0fNmIL64GvGlZxFffw5PXHonLt+xH9svGwSL04kf9xiE893CsOVJfkpNox1jXsf14T+EUl/nk+vnwBOM3K+8vtfz8/OxYcMGrF69+qLzzPZCFhaQYERDH5v/AxQMfAn8xnL1fWdbaxVMWZWLvguK0Pn0JkBR0PjVmiHHv1Wfs9qxBwqAyG+ASIsFoywz8JdH/4rLI+r4ods+xIEnGL1fef3nzVmzZmHKlCkoKyuDy+Vq8sOB539GFxBgTEOHpSTDmVmJmBAOPADYWqvgsUtH4LIHNsH53Wlt3zKuKEhcmo/HLh2BoR/dj18c+YnvFyqxEFhwJmcIXD8cpuv1cuAJMuxXXg+906dPY86cOUhOTvbFegICC0gwqqHPjemFgz963S+3JbvMjVNw+4qZHbqOvvdtwdlJ5v7SlVBLCJY98TxOD9DvI+s48AQZ9iugHUPvxhtvxJdffumLtQQEFpBg2Pfhde6M4fO3++W2AkHS0mj0eTi4vz3cX7qEKjjXW5/r4sATZNivGnmdQt++fTFv3jysX78egwYNuuiFLL/+9a91W5xsWECCoQ0dEY6XUrf57/YkNW7v9Yi6JwRRJ76Bhj9mtsn53XfIvnIS9s9KQfEtr7R9gSCUFBqLrkM6/hVEHHiCDPuVp3a9ejMuLg55eXnIy8trcp7FYgnaoccCEmRoaAIcNVEIO6z9A5PbpChoOHwU4edS9btOE5KhP7hftaxdXyJrNiwgQYaGJpKVDP3B/ap1Xj+nZzYsIEGGhibVphonYpcYU4vUPBn6g/tV27xOxel0YtmyZVi7dm2z37LwxRdf6LY4o7GABBkamoTi+iRE/nurT67b4rTAqbgQajHnfxO/lbkcN8z9LVJf2Kj5MjL0B/crbbxO5v7778eyZcuQnZ2NgQMHBu0HTrOABBkamvyn5+P5+JHtJmwY/L7RSzFEn/A41HbW/tIgGfqD+5V2XqezYsUKvPPOO5g4caIv1iMFFpAgQ0OTnykKnC5zPsoDgI+qYpC4T9vQk6E/uF95x+vKjoiICOpvWGABCXI0tHk+5UcWVTljMOsy874X95wrGqF1bQ89OfqD+5W3vB56DzzwAF5++WX3F8gGExaQIEtDlxzS8SX5pMl3Q0IwudNpo5dhmH9/NxjxBfZWj5GlP7hfqSqrHJqP9Tqp9evX48svv8Tq1asxYMCAi96c/v77gfs8QFHxLtTUVLGAJGro2upqv992ILg17hSefO9qdM/ZY/RSgs4RRyKsR4pbPP98VSWOFR2Uoj848NT9quiQ9q+78zqthIQE/PznP/f2YgGhuroS/fsNN30ByTLwqqsr0SujL44c2Of3Ncgu1BKCmMh6o5dhPlVASdFBxEjSHxx4Yr+qOq/t0Z7XiS1dutTrhQWKjPQhLCCJBl6/vsNgiQnOVwfLKvTyDAz8SZHRy5BXERAZHS1Nf3C/Uver9EsHonDXBk2XM+9LtJoRF2s15HZlKyCzN3SgeClzBU5Pt+l2faEJ8Rj0VhHevey/ul1n0IkGeqX3NXV/BPp+pWnoXX311di0aVObx507dw5PP/00Fi1apHkBZhfoBaQXbxraWX4Ko+fN8OPq5HRFVAjef+xZ1E8Y2eHrCk2IB1KT8HRyYccXFsA+qopB56lnWz4gHQgNDfXbehpx4Akd3a80HX3zzTcjJycH8fHxuO666zBy5EikpaUhKioK33//Pfbu3Yv169fj008/RXZ2Np599tl2/TJmEwwFpAevG1pREH+4Bu9VWpETp/1VW8GoZ1gcTo6IQJJlJCI+b/83T8R9EoZ3Ll2p48oC04JD18D6XcsvYoH/5x0Hngc99itNl5g+fTqmTJmClStX4u2338b//d//oaKiAoD6zQqZmZnIysrC1q1bcfnll3u9CDMKlgLqqPY2dMi6HXh45WTk3LnExyuU355Zi7GpxonHLh3h9WVDBvfHkZs648Euq3ywssBSrziRkFMGV9uH+g0HnqDXfqX5UpGRkZgyZQqmTJkCAKioqEB1dTW6dOly0dsWqHXBVEAd0dGG7rPqHB64ejieT+UXyvYLr8X3/86A86Ou6Po37V8oe2ZIZ+z/Jf/DQUYceIKe+1W7LxkfH4/4eL7QwFvBVkDtpUdDK9t24+uyvgCHHjqHxmDLsJXYM6Aau+amAQAWH/0xYm8ocx+jDMrAgXsjYakKxZNZ7wAA0sILjViudM676jDuwV/Der7t1y74AweeoPd+xQ9S9KNgLKD20LOhE68rwnsH+NxeowER0RgQ8T0A4NZBq1Bf7PkxbhsQAvUtIGb9BoWWjHlpNtL+pf1bFXyJA0/wxX7FyveTYC0gb+ne0IqC33xxK368e5Iu6ws24ZbQJj+hlhAOPA/f1NXg8g1Tkbi/weilAODA8+Sr/YqP9PwgmAvIG75q6L73boHryqHAO7pcHZnIR46h6HnzLqOXAYADz5Mv9yv+J5+PBXsBaeXrhg7bWYzxv7iLj/hIs7G/vRfrp48yehkAOPA8+Xq/8nroTZs2DV9//bWuiwhWZiggLfzR0K5z5xD61XaUHE7Cv89H6X79FDyO1Feq35m35RSUrcY/yuPAE/yxX3k99CoqKjB+/HhkZGTgySefxIkTJ3RfVDAwSwG1xd8N3ffeLVjYdwC+d5736e1Q4Prp6rlYlNEXzoOtvAndTzjwBH/tV14PvQ8++AAnTpzAjBkz8Pbbb6N379645ppr8O6776K+3rtPfV+wYAFGjRqFTp06ISkpCZMmTcKBAweaHFNTU4Pc3Fx06dIFcXFxyMnJwcmTJ5scc+zYMWRnZyMmJgZJSUl48MEH0dBg3BPTZiqg1hjW0IoLY5c/gCFbbvPP7VFAKHdWoe/yGej+uRwfYs6BJ/hzv2rXc3rdunXD3LlzsXPnTmzevBnp6emYOnUq0tLSMGfOHBQVafuU9ry8POTm5mLTpk1Ys2YN6uvrMWHCBFRVVbmPmTNnDj7++GOsXLkSeXl5KC0txY033ug+3+l0Ijs7G3V1ddi4cSOWL1+OZcuWYf78+e351TrMbAXUEkMbWlHQ+5F8dJ91Dj/M/RWePp3hv9smKfX/+324ecYc9JmXj5hVm41eDgeeB3/vVxalA1+BXlZWhtdffx1Lly7Ft99+i5ycHJw4cQJ5eXl45plnMGfOHK+u79SpU0hKSkJeXh5+9KMfoaKiAt26dcNbb72Fm266CQCwf/9+XH755cjPz8fYsWOxevVqXHvttSgtLUVycjIA4JVXXsFDDz2EU6dOISIios3bdTgciI+Px4ihV3XoDjdjATVHz4auUhzYs30rRmMcrJbO7bqO0C6JULonY/FHf0ef8Lh2r4UCz8QDE2H5hQvO785Aqa/r0HU5lO+xZfhaDMAoxFra/40sHHiCXvuV09mAgsI8VFRUwGptPRuvH+nV19fjvffew7XXXotevXph5cqVmD17NkpLS7F8+XL897//xTvvvIPHH3/c64U3fp5nYmIiAKCgoAD19fUYP368+5j+/fujZ8+eyM9XP2opPz8fgwYNcg88AMjKyoLD4cCePc1/q3RtbS0cDkeTn44KpgLqCFkausmaTp+Ba+c+3H3Hr3F7yY9we8mP+JxfEHu1IgXHGiox/diV2L+rBxrK7B0eeHqRpT/MvF95fSupqalwuVy47bbbsGXLFgwdOvSiY37yk58gISHBq+t1uVyYPXs2rrjiCgwcOBAAYLfbERERcdF1JScnw263u4/xHHiN5zee15wFCxbgj3/8o1fra42ZC8iTLA3dktAvt+Pk/75+bvTTDyAyw4HdY980dlGkm4LaOtz0+Uz0XuXC86Mj0POZAmTUGv+nzEay9IfZ9yuvb+nFF1/EzTffjKioll8WnpCQgCNHjnh1vbm5udi9ezfWr1/v7ZK8Nm/ePMydO9f9b4fDgR49erTrusxeQI1kaWitLn0oH6HJSRg1Uf1ePiUU2PDHhYi08MPTA8nP9l2Hs//sDgCIPOdC33fVIdfjc6Ddz9v4gCz9wf2qHUNv6tSpui9i5syZ+OSTT/D111+je/fu7tNTUlJQV1eHs2fPNnm0d/LkSaSkpLiP2bJlS5Pra3x1Z+MxF4qMjERkZGSH180CUsnS0N5ynixH4tJy979/vuEX7v+f/sZRzE/+CgAQYwlHTEjbzw2T73znrGry78MNEfhD9mREnKlAol37t0oYQZb+4H6lMvRjyBRFwaxZs7Bq1Sp89dVX6NOnaRAjRoxAeHg41q5di5ycHADAgQMHcOzYMdhs6t+pbDYb/vznP6O8vBxJSUkAgDVr1sBqtSIzM9Nna2cBqWRpaD0494lXHR8YZcFkXAkAOPGQDTff9hUAoHvEGUyPb/7P5qS/z85HIr8qHVuv6gpnxQXPvSsHjVmUF2TpD+5XgqFDLzc3F2+99RY+/PBDdOrUyf0cXHx8PKKjoxEfH4/p06dj7ty5SExMhNVqxaxZs2Cz2TB27FgAwIQJE5CZmYmpU6fimWeegd1uxyOPPILc3FxdHs01hwWkkqWhfcLjRc2XPLURG59SH+mFDPwxnno4Cn8Y8TEmdzpt1OqC3sH6KmRvyEXKysj/vcWgwugleU2W/uB+1ZShQ2/JEvXLK3/84x83OX3p0qW44447AKjPIYaEhCAnJwe1tbXIysrC4sWL3ceGhobik08+wYwZM2Cz2RAbG4tp06a169WjWrCAVLI0tL+5du/Hpb8A/nZDDp65NAznUxQUTeWXsOrh1iM/xb53+wMAIioUXPqa3H+2bI0s/cH96mIdep9esND6Pj0WkMqfDa3H+/R8KSQmBs5hfQEAE//vK+QmFCPcEmrwqgLPk9/1w/obM+E85N0L4PxJ6/v0OPAEf+1X3rxPj18tpJGZCqg1sjS0LFznz8OyoRAA8P63w7B6+o/w+fuvG7uoALGv7jx21l6C0vrO+HpUApRaeQeeVrL0B/erlvGrhTRgAalkaWhZRWcdQVhJOcYW3oRFZ9v3Fhiz2FDjwuSnHsDSfr3w+UArlNpao5fUYbL0B/er1smzEkmxgFSyNLTsGsrsiJ8IrMy+Gn8ZE4b/3vEsuofxo888ZbwxA/EHgW6vBu5zdheSpT+4X7VNrtVIhgWkkqWhA0nkv7ei17+BW795AOsX/s3o5UhjwF/uw2XPboFi4Leg6E2W/uB+pQ3/vNkCFpBKloYOVLHvbsaVv/4VjjVUGr0Uwx1rqERyQR0Hng9wv9KOQ68ZLCCVLA0d6GLf3YwbH38QG2pcRi/FMBtqXLjxjw8i/D/bjF6KbmTpD+5X3uHQuwALSCVLQ58qKzXkdvXW5R/5+M2Bm41ehiH21Z3HrGdy0YXP4emO+5XK6dT+1wMOPQ+l9hIWEORq6PKyE4bcti/EPJtgukd79YoT0x+ai26vBNPAc0rTH9yv1P2qqHiX5uM59DyU2Y+ygCQaeCdKDyMp9RJDbt8Xwr4owJ+v+X+oV5xGL8VvypzViP+w0Ohl6McJlBw6KE1/cL8S+5VWHHoeUlN6s4AkGniXpF2KbqlphqzBV1xHj+N39lF4p9Icz4/+8raZcNXUGL0M/RwCaqurpekP7lfqfpWRPkTz5Tj0PKSl9DLkdmUrILM3tC8ptbXYPcKFJ/5vstFL8blbj/wU4WVnjV6GvqqBXhl9Td0fcu5XrX/0mCcOPYPJWUDmbWjSxy+O/AQVM5LQcPio0UvRVwYQE2vMhw3I0B/BsF9x6BkoGApILzI0tD9ZXIBTCd4XtWw+3Buub/YbvQz9xRpzszL0R7DsVxx6BgmWAtKDDA3tb6kv5iNz/R1GL8Mn/vRdf2Tcqf3VdNQ6GfojmPYrDj0DBFMBdZQMDW0IRUHE1jjsqas2eiW6cyohQfWpK0aSoT+Cbb/i0POzYCugjpChoY2U9txGrHIMM3oZuqp01eCDv/3Y6GUEBRn6Ixj3Kw49PwrGAmovGRpaBk4luFrwvOJE0pLgeSO6UWToj2Ddr4Kr4yQWrAXUHjI0tCw2X9UN3zvPG70MkogM/RHM+xWHnh8EcwF5S4aGlomzwoHpR24wehm6+eXhHKOXENBk6I9g36849Hws2AvIGzI0tHQUBTX3djZ6FbppuLcToChGLyMgydAfZtivOPR8yAwFpJUMDU0kKxn6wyz7FYeej5ilgLSQoaGlpigod1YZvYoOK3dWAc7gfcO9r8jQH2barzj0fMBMBdQWGRpads59RZj4h98YvYwOy37sN3AeLDZ6GQFFhv4w237FoaczsxVQa2Ro6ECRuL8aj5QPMnoZHcOn8rwiQ3+Ycb/i0NORGQuoJTI0dCCxbCjEm5tsRi+D/ESG/jDrfsWhpxOzFlBzZGho8q+Mr+5At1V7jV5GQJChP8y8X3Ho6cDMBXQhGRo6UEWWh6KsQfs3QMuirKESYQdj4DxbYfRSpCdDf5h9v+LQ6yCzF5AnGRo6kPWan4+HS68xehlee+jERPT8w0ajlyE9GfqD+xWHXoewgAQZGppIVjL0B/crFYdeO7GABBkaOliU5fZEcX3g/IlzX915lN/Xw+hlSE2G/uB+Jfj/Nw8CLCBBhoYOJkrBHtQooUYvQ7Pf/PQXUA7vMXoZ0pKhP7hfNcVHel5iAQkyNDQZ7HzwfQmuXmToD+5XF+PQ8wILSJChoYlkJUN/cL9qHoeeRiwgQYaGDmZ3PTrX6CVo0v8fM+A8/b3Ry5CODP3B/aplHHoasIAEGRo62HVdcxhHJH8xS7mzCslbnFDq64xeilRk6A/uV63j0GsDC0iQoaHNoMF+ErfPecDoZbSooLYOWQseRNQnW4xeilRk6A/uV23j0GsFC0iQoaHNJK7YgenHrjR6GRcprq/E9BdnI2kx34zuSYb+4H6lDYdeC1hAggwNbTaunftwIrcXHrQPM3opTeypS0LyQg48TzL0B/cr7fg+vWawgAQZGtqslII9WGdPB1J2GL0UAMDY396LxC2nAPA78xrJ0B/cr7zDR3oXYAEJMjT0+Sq5X9Dha/HZxbipeLyha/imrgZPftcPCQeq+CWxHmToD+5X3uPQ81BZ5WAB/Y8sDV1SdNCQ25aGoqBqYi2cisuwJdyy9W7kDY6GsnWXYWuQjSz9wf1KVWov0Xwsh56HokM7WUCQq6Ejo6MNuX2ZKNXVGPbCTAza/Au/3u55Vx0GvXgfkl5nBp5OlZVK0x/cr9T9qsx+VPPxHHoeWEByDbzo6Dj0Su9ryBpkojQ0IPX5jeh53xlMuPkOLHMk+fw2nYoLlUo90p7fjKiP+dYEtzKgvOyENP3B/Urdr1JTemu+DIeeh4zLBrGAJBp4akMHzocv+1pDmR2WDYV4e0QGVpzr7LPbOVhfBdvDuZjW72eAy+mz2wlIZUBS6iUS9Qf3q0vSLkVaSi/Nl+OrNz2wgGQbeGGAYshSpOaqqsIbWT/Ey0vC8as+63CHtVyX6/3ZvutQWReB858nI2X5Rhj3LKLEUoFuqWmG3DQHnnDhfuV0Nmi+LIeegWQtICPI0NCBpOHoMVivAV698edYMDwEG6Y9h66hse26rklFWdi37lJc+vRuWM+dg5VvSWhZqjE3K0N/BMt+xZ3FIMFSQHqQoaEDVcz7m9H7feCmDbOhhFkAAMP+sB15r43Gjt8vvuj4Gw/9DN9Vx+HMF6l4+u7X8Myc2xF78Ax6H8jnIztJydAfwbRfcXcxQDAVUEfJ0NDBIHL1Vvf/P7guHkmOzZj47gQcvTsd4eeAH04pwN7fD0LJVCf63ncIMdXHsegfP0DU6S3gs3bykqE/gm2/4g7jZ8FWQB0hQ0MHI+fZCvV/T5ajx5/U5/uKXgbCsQ3p/4H7EZ3z9BmDVkhayNAfwbhf8dWbfhSMBdReMjQ0kaxk6I9g3a+40/hJsBZQe7Snoatwjq/kJENV4ZxfbocDT/DFfsWh5wfBXEDe8rahwxEBy/AQ7IGOb5B2AjgEoBpABoD2veix48r+95MKw14ViCoARQCiAaQDMOJtkQGUhwUhCEeEz5bAgSf4ar/i0POxYC8gb7SnoSMsURii2FAPfb6h2+l0ouTQQdRWV6NXRl/ExMbpcr3eOlVWivKyE0hKvcSw932dr6pESdFBREZHo1d6X0M+CCDQ8ghHBCIsUT5ZAwee4Mv9ikPPh8xQQFp1pKEjLFGIQMc3GqezAQcOFaKuuhr9Dc5Dho+yOlZ0EDFGb7DMAwAHnidf71d8IYuPmKWAtGBDC8xDxTwE5iH4Iw8OPR8wUwG1hQ0tMA8V8xCYh+CvPDj0dGa2AmoNG1pgHirmITAPwZ95cOjpyIwF1BI2tMA8VMxDYB6Cv/Pg0NOJWQuoOWxogXmomIfAPAQj8uDQ04GZC+hCbGiBeaiYh8A8BKPy4NDrILMXkCc2tMA8VMxDYB6CkXlw6HUAC0hgQwvMQ8U8BOYhGJ0Hh147sYAENrTAPFTMQ2Aeggx5cOi1AwtIYEMLzEPFPATmIciQB8Ch5zUWkMCGFpiHinkIzEOQIY9GHHpeYAEJbGiBeaiYh8A8BBny8MShpxELSGBDC8xDxTwE5iHIkMeFOPQ0YAEJbGiBeaiYh8A8BBnyaA6HXhtYQAIbWmAeKuYhMA9BhjxawqHXChaQwIYWmIeKeQjMQ5Ahj9YYOvS+/vprXHfddUhLS4PFYsEHH3zQ5HxFUTB//nykpqYiOjoa48ePR1FRUZNjzpw5g8mTJ8NqtSIhIQHTp09HZWVlh9fGAhLY0ALzUDEPgXkIMuTRFkOHXlVVFYYMGYJFixY1e/4zzzyDhQsX4pVXXsHmzZsRGxuLrKws1NTUuI+ZPHky9uzZgzVr1uCTTz7B119/jXvuuadD62IBCWxogXmomIfAPAQZ8tDCoiiKYvQiAMBisWDVqlWYNGkSAPVRXlpaGh544AH85je/AQBUVFQgOTkZy5Ytw6233op9+/YhMzMTW7duxciRIwEAn332GSZOnIhvv/0WaWlpmm7b4XAgPj4eI4ZeBQAsoP9hQwvMQ8U8BOYhGJ2H09mAgsI8VFRUwGq1tnqstM/pHTlyBHa7HePHj3efFh8fjzFjxiA/Px8AkJ+fj4SEBPfAA4Dx48cjJCQEmzdvbvG6a2tr4XA4mvwALCBPbGiBeaiYh8A8BDnycGg+VtqhZ7fbAQDJyclNTk9OTnafZ7fbkZSU1OT8sLAwJCYmuo9pzoIFCxAfH+/+6dGjBwCgqHgXCwhsaE/MQ8U8BOYhyJJH0aGdmo+Xduj50rx581BRUeH+OX78OACwgMCG9sQ8VMxDYB6CbHloJe3QS0lJAQCcPHmyyeknT550n5eSkoLy8vIm5zc0NODMmTPuY5oTGRkJq9Xa5AcAMtKHsIDY0ACYRyPmITAPQbY8Mi4bpPly0g69Pn36ICUlBWvXrnWf5nA4sHnzZthsNgCAzWbD2bNnUVBQ4D7miy++gMvlwpgxY7y+zbjY1p8A9RXZCogNzTwA5uGJeQiBnof/k/NQWVmJQ4cOuf995MgRFBYWIjExET179sTs2bPxpz/9CRkZGejTpw8effRRpKWluV/hefnll+Pqq6/G3XffjVdeeQX19fWYOXMmbr31Vs2v3DRaoBeQXtjQAvMQmIeKeQjN5eF0Nmi+vKFDb9u2bfjJT37i/vfcuXMBANOmTcOyZcvw29/+FlVVVbjnnntw9uxZXHnllfjss88QFRXlvsybb76JmTNnYty4cQgJCUFOTg4WLlzo99+lPWQtIH9jQwvMQ2AeKuYh6JGHNO/TM5Ln+/T8VdTBUkAdxYYWmIfAPFTMQ2gtj6B4n14wk72A/IUNLTAPgXmomIegZx4cen4WbAXUXmxogXkIzEPFPAS98+DQ86NgLKD2YEMLzENgHirmIfgiDw49PwnWAvIWG1pgHgLzUDEPwVd5cOj5QTAXkDfY0ALzEJiHinkIvsyDQ8/Hgr2AtGJDC8xDYB4q5iH4Og8OPR8yQwFpwYYWmIfAPFTMQ/BHHhx6PmKWAmoLG1pgHgLzUDEPwV95cOj5gJkKqDVsaIF5CMxDxTwEf+bBoaczsxVQS9jQAvMQmIeKeQj+zoNDT0dmLKDmsKEF5iEwDxXzEIzIg0NPJ2YtoAuxoQXmITAPFfMQjMqDQ08HZi4gT2xogXkIzEPFPAQj8+DQ6yCzF1AjNrTAPATmoWIegtF5cOh1AAtIxYYWmIfAPFTMQ5AhDw69dmIBqdjQAvMQmIeKeQgy5AFw6LULC0jFhhaYh8A8VMxDkCGPRhx6XmIBqdjQAvMQmIeKeQgy5OGJQ88LLCAVG1pgHgLzUDEPQYY8LsShpxELSMWGFpiHwDxUzEOQIY/mcOhpwAJSsaEF5iEwDxXzEGTIoyUcem1gAanY0ALzEJiHinkIMuTRGg69VrCAVGxogXkIzEPFPAQZ8mgLh14LWEAqNrTAPATmoWIeggx5aMGh1wwWkIoNLTAPgXmomIcgQx5acehdgAWkYkMLzENgHirmIciSh1byjmMDlNpLUGY/ygJiQ7sxD4F5qJiHIEseRcW7NB/PR3oeOPDY0J6Yh8A8VMxDkC0PrTj0PKSm9GYBsaEBMA9PzEPFPATZ8shIH6L5cvzzpoe0lF6G3K5sBcSGZh6NmIeKeQgy5hEdFav5snykZzAZC4gNzTwA5tGIeQjBkAeHnoGCoYD0woZWMQ+BeQjMQ6VHHhx6BgmWAtIDG1rFPATmITAPlV55cOgZIJgKqKPY0CrmITAPgXmo9MyDQ8/Pgq2AOoINrWIeAvMQmIdK7zw49PwoGAuovdjQKuYhMA+Beah8kQeHnp8EawG1BxtaxTwE5iEwD5Wv8uDQ84NgLiBvsaFVzENgHgLzUPkyDw49Hwv2AvIGG1rFPATmITAPla/z4NDzITMUkFZsaBXzEJiHwDxU/siDQ89HzFJAWrChVcxDYB4C81D5Kw8OPR8wUwG1hQ2tYh4C8xCYh8qfeXDo6cxsBdQaNrSKeQjMQ2AeKn/nwaGnIzMWUEvY0CrmITAPgXmojMiDQ08nZi2g5rChVcxDYB4C81AZlQeHng7MXEAXYkOrmIfAPATmoTIyDw69DjJ7AXliQ6uYh8A8BOahMjoPDr0OYAEJbGgV8xCYh8A8VDLkwaHXTiwggQ2tYh4C8xCYh0qWPDj02oEFJLChVcxDYB4C81DJkgfAoec1FpDAhlYxD4F5CMxDJUsejTj0vMACEtjQKuYhMA+BeahkycMTh55GLCCBDa1iHgLzEJiHSpY8LsShpwELSGBDq5iHwDwE5qGSJY/mcOi1gQUksKFVzENgHgLzUMmSR0s49FrBAhLY0CrmITAPgXmoZMmjNRx6LWABCWxoFfMQmIfAPFSy5NEWDr1msIAENrSKeQjMQ2AeKlny0IJD7wIsIIENrWIeAvMQmIdKljy08v89JLHKKgcOFX/DAgIbuhHzEJiHwDxUsuRRai/RfCwf6XkoOrSTBQQ2dCPmITAPgXmoZMqjzH5U8/Eceh5YQGzoRsxDYB4C81DJlkdqSm/Nl+HQ85Bx2SAWEBuaeXhgHgLzUMmYR1pKL82X49DzwAJiQzMPgXkIzEMVDHlw6BkoGApIL2xogXmomIfAPISO5sGhZ5BgKSA9sKEF5qFiHgLzEPTIg0PPAMFUQB3FhhaYh4p5CMxD0CsPDj0/C7YC6gg2tMA8VMxDYB6Cnnlw6PlRMBZQe7GhBeahYh4C8xD0zoNDz0+CtYDagw0tMA8V8xCYh+CLPIJm6C1atAi9e/dGVFQUxowZgy1bthi9JLdgLiBvsaEF5qFiHgLzEHyVR1AMvbfffhtz587FY489hu3bt2PIkCHIyspCeXm50UsL+gLyBhtaYB4q5iEwD8GXeQTF0HvhhRdw9913484770RmZiZeeeUVxMTE4LXXXjN0XWYoIK3Y0ALzUDEPgXkIvs4j4L9loa6uDgUFBZg3b577tJCQEIwfPx75+fnNXqa2tha1tbXuf1dUVABQQ9eL09mAouJdqK6uREb6EERHxep6/VqV2ktQZj+K1JTeSEnqYcgaKqsc7g/zTr90IAB972stmIfAPATmAfftBXIejccpitL2wUqAO3HihAJA2bhxY5PTH3zwQWX06NHNXuaxxx5TAPCHP/zhD3+C6Of48eNtzoyAf6TXHvPmzcPcuXPd/z579ix69eqFY8eOIT4+3sCVBS6Hw4EePXrg+PHjsFqtRi8nIPE+7Djehx0XiPehoig4d+4c0tLS2jw24Ide165dERoaipMnTzY5/eTJk0hJSWn2MpGRkYiMjLzo9Pj4+IAJWVZWq5X3YQfxPuw43ocdF2j3odYHLAH/QpaIiAiMGDECa9eudZ/mcrmwdu1a2Gw2A1dGRESyCfhHegAwd+5cTJs2DSNHjsTo0aPx0ksvoaqqCnfeeafRSyMiIokExdC75ZZbcOrUKcyfPx92ux1Dhw7FZ599huTkZE2Xj4yMxGOPPdbsnzxJG96HHcf7sON4H3ZcsN+HFkXR8hpPIiKiwBfwz+kRERFpxaFHRESmwaFHRESmwaFHRESmYfqhJ/NXEhnt66+/xnXXXYe0tDRYLBZ88MEHTc5XFAXz589HamoqoqOjMX78eBQVFTU55syZM5g8eTKsVisSEhIwffp0VFZW+vG3MNaCBQswatQodOrUCUlJSZg0aRIOHDjQ5Jiamhrk5uaiS5cuiIuLQ05OzkUftnDs2DFkZ2cjJiYGSUlJePDBB9HQ4P/PRjTCkiVLMHjwYPebpW02G1avXu0+n/efd5566ilYLBbMnj3bfZqp7sMOf/hlAFuxYoUSERGhvPbaa8qePXuUu+++W0lISFBOnjxp9NKk8Omnnyq///3vlffff18BoKxatarJ+U899ZQSHx+vfPDBB8rOnTuV66+/XunTp49SXV3tPubqq69WhgwZomzatElZt26dkp6ertx2221+/k2Mk5WVpSxdulTZvXu3UlhYqEycOFHp2bOnUllZ6T7m3nvvVXr06KGsXbtW2bZtmzJ27FjlBz/4gfv8hoYGZeDAgcr48eOVHTt2KJ9++qnStWtXZd68eUb8Sn730UcfKf/+97+VgwcPKgcOHFAefvhhJTw8XNm9e7eiKLz/vLFlyxald+/eyuDBg5X777/ffbqZ7kNTD73Ro0crubm57n87nU4lLS1NWbBggYGrktOFQ8/lcikpKSnKs88+6z7t7NmzSmRkpPKvf/1LURRF2bt3rwJA2bp1q/uY1atXKxaLRTlx4oTf1i6T8vJyBYCSl5enKIp6n4WHhysrV650H7Nv3z4FgJKfn68oivofHyEhIYrdbncfs2TJEsVqtSq1tbX+/QUk0blzZ+Uf//gH7z8vnDt3TsnIyFDWrFmjXHXVVe6hZ7b70LR/3mz8SqLx48e7T2vrK4lIOHLkCOx2e5P7Lz4+HmPGjHHff/n5+UhISMDIkSPdx4wfPx4hISHYvHmz39csg8avsUpMTAQAFBQUoL6+vsn92L9/f/Ts2bPJ/Tho0KAmH7aQlZUFh8OBPXv2+HH1xnM6nVixYgWqqqpgs9l4/3khNzcX2dnZTe4rwHw1GBSfyNIe3333HZxO50Wf2pKcnIz9+/cbtKrAYbfbAaDZ+6/xPLvdjqSkpCbnh4WFITEx0X2MmbhcLsyePRtXXHEFBg5UvzfNbrcjIiICCQkJTY698H5s7n5uPM8Mdu3aBZvNhpqaGsTFxWHVqlXIzMxEYWEh7z8NVqxYge3bt2Pr1q0XnWe2GjTt0CPyt9zcXOzevRvr1683eikBp1+/figsLERFRQXeffddTJs2DXl5eUYvKyAcP34c999/P9asWYOoqCijl2M40/55sz1fSURC433U2v2XkpKC8vLyJuc3NDTgzJkzpruPZ86ciU8++QRffvklunfv7j49JSUFdXV1OHv2bJPjL7wfm7ufG88zg4iICKSnp2PEiBFYsGABhgwZgpdffpn3nwYFBQUoLy/H8OHDERYWhrCwMOTl5WHhwoUICwtDcnKyqe5D0w49fiVRx/Tp0wcpKSlN7j+Hw4HNmze77z+bzYazZ8+ioKDAfcwXX3wBl8uFMWPG+H3NRlAUBTNnzsSqVavwxRdfoE+fPk3OHzFiBMLDw5vcjwcOHMCxY8ea3I+7du1q8h8Qa9asgdVqRWZmpn9+Ecm4XC7U1tby/tNg3Lhx2LVrFwoLC90/I0eOxOTJk93/31T3odGvpDHSihUrlMjISGXZsmXK3r17lXvuuUdJSEho8golMzt37pyyY8cOZceOHQoA5YUXXlB27NihlJSUKIqivmUhISFB+fDDD5VvvvlGueGGG5p9y8KwYcOUzZs3K+vXr1cyMjJM9ZaFGTNmKPHx8cpXX32llJWVuX/Onz/vPubee+9VevbsqXzxxRfKtm3bFJvNpthsNvf5jS8XnzBhglJYWKh89tlnSrdu3QLy5eLt8bvf/U7Jy8tTjhw5onzzzTfK7373O8VisSj/+c9/FEXh/dcenq/eVBRz3YemHnqKoih/+ctflJ49eyoRERHK6NGjlU2bNhm9JGl8+eWXCoCLfqZNm6Yoivq2hUcffVRJTk5WIiMjlXHjxikHDhxoch2nT59WbrvtNiUuLk6xWq3KnXfeqZw7d86A38YYzd1/AJSlS5e6j6murlbuu+8+pXPnzkpMTIzy85//XCkrK2tyPUePHlWuueYaJTo6WunatavywAMPKPX19X7+bYxx1113Kb169VIiIiKUbt26KePGjXMPPEXh/dceFw49M92H/GohIiIyDdM+p0dERObDoUdERKbBoUdERKbBoUdERKbBoUdERKbBoUdERKbBoUdERKbBoUdERKbBoUcUJF599VVMmDDB57fz2WefYejQoXC5XD6/LSK9cegRBYGamho8+uijeOyxx3x+W1dffTXCw8Px5ptv+vy2iPTGoUcUBN59911YrVZcccUVfrm9O+64AwsXLvTLbRHpiUOPSCKnTp1CSkoKnnzySfdpGzduRERERJOvfrnQihUrcN111zU57Y477sCkSZPw3HPPITU1FV26dEFubi7q6+vdx/Tu3Rt/+tOfcPvttyMuLg69evXCRx99hFOnTuGGG25AXFwcBg8ejG3btjW57uuuuw7btm1DcXGxTr85kX9w6BFJpFu3bnjttdfwhz/8Adu2bcO5c+cwdepUzJw5E+PGjWvxcuvXr8fIkSMvOv3LL79EcXExvvzySyxfvhzLli3DsmXLmhzz4osv4oorrsCOHTuQnZ2NqVOn4vbbb8eUKVOwfft2XHbZZbj99tvh+dn0PXv2RHJyMtatW6fb707kDxx6RJKZOHEi7r77bkyePBn33nsvYmNjsWDBghaPP3v2LCoqKpCWlnbReZ07d8Zf//pX9O/fH9deey2ys7MvesQ4ceJE/OpXv0JGRgbmz58Ph8OBUaNG4eabb0bfvn3x0EMPYd++fRd9c3ZaWhpKSkr0+aWJ/IRDj0hCzz33HBoaGrBy5Uq8+eabiIyMbPHY6upqAEBUVNRF5w0YMAChoaHuf6empjb59msAGDx4sPv/JycnAwAGDRp00WkXXi46Ohrnz5/X+isRSYFDj0hCxcXFKC0thcvlwtGjR1s9tkuXLrBYLPj+++8vOi88PLzJvy0Wy0VvNfA8xmKxtHjahZc7c+YMunXr1vYvQyQRDj0iydTV1WHKlCm45ZZb8MQTT+CXv/zlRY+yPEVERCAzMxN79+712xprampQXFyMYcOG+e02ifTAoUckmd///veoqKjAwoUL8dBDD6Fv37646667Wr1MVlYW1q9f76cVAps2bUJkZCRsNpvfbpNIDxx6RBL56quv8NJLL+GNN96A1WpFSEgI3njjDaxbtw5Llixp8XLTp0/Hp59+ioqKCr+s81//+hcmT56MmJgYv9wekV4siufrkIkoYN18880YPnw45s2b59Pb+e6779CvXz9s27YNffr08eltEemNj/SIgsSzzz6LuLg4n9/O0aNHsXjxYg48Ckh8pEdERKbBR3pERGQaHHpERGQaHHpERGQaHHpERGQaHHpERGQaHHpERGQaHHpERGQaHHpERGQaHHpERGQa/x/ImIZawKzbiAAAAABJRU5ErkJggg==", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "import prefab as pf\n", - "\n", - "device = pf.shapes.target()\n", - "prediction = device.predict(model=pf.models[\"ANT_NanoSOI_ANF1_d10\"], binarize=True)\n", - "device.plot()\n", - "prediction.plot()" - ] + "execution_count": 4 }, { "cell_type": "markdown", @@ -191,10 +210,13 @@ }, { "cell_type": "code", - "execution_count": 6, "id": "3d77b41c-91ac-49af-bc3d-cca78e938e3c", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:41:30.064861Z", + "start_time": "2025-09-26T15:41:30.061363Z" + } + }, "source": [ "# material information\n", "n_si = 3.49\n", @@ -252,7 +274,9 @@ "# resolution information\n", "min_steps_per_wvl = 18\n", "dl_design_region = 0.015" - ] + ], + "outputs": [], + "execution_count": 6 }, { "cell_type": "markdown", @@ -266,10 +290,13 @@ }, { "cell_type": "code", - "execution_count": 7, "id": "207a7411-7aec-428c-9d80-2fa730874277", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:41:34.333216Z", + "start_time": "2025-09-26T15:41:34.313483Z" + } + }, "source": [ "# define the waveguide ports\n", "wg_in = td.Structure(\n", @@ -349,29 +376,39 @@ " boundary_spec=td.BoundarySpec.pml(x=True, y=True, z=True if Lz else False),\n", " run_time=run_time,\n", ")" - ] + ], + "outputs": [], + "execution_count": 7 }, { "cell_type": "code", - "execution_count": 8, "id": "4400153f-b2b2-4ec7-97ea-34e82b5ddd1d", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:41:37.814699Z", + "start_time": "2025-09-26T15:41:37.576237Z" + } + }, + "source": [ + "ax = sim_base.plot_eps(z=0.01)\n", + "ax.set_aspect(\"equal\")" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "ax = sim_base.plot_eps(z=0.01)\n", - "ax.set_aspect(\"equal\")" - ] + "execution_count": 8 }, { "cell_type": "markdown", @@ -387,10 +424,13 @@ }, { "cell_type": "code", - "execution_count": 9, "id": "439f9a65-ec0b-4fab-bdc1-d6831108153e", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:41:40.461846Z", + "start_time": "2025-09-26T15:41:40.366456Z" + } + }, "source": [ "from tidy3d.plugins.mode import ModeSolver\n", "from tidy3d.plugins.mode.web import run as run_mode_solver\n", @@ -413,7 +453,9 @@ " freqs=freqs_design,\n", " mode_spec=td.ModeSpec(num_modes=num_modes),\n", ")" - ] + ], + "outputs": [], + "execution_count": 9 }, { "cell_type": "markdown", @@ -425,157 +467,115 @@ }, { "cell_type": "code", - "execution_count": 10, "id": "682799a3-1e90-4b17-a0aa-c416a4171f9f", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:56:52.201294Z", + "start_time": "2025-09-26T15:41:44.627426Z" + } + }, + "source": [ + "mode_data = run_mode_solver(\n", + " mode_solver, reduce_simulation=True, results_file=\"data/mode_solver.hdf5\"\n", + ")" + ], "outputs": [ { "data": { + "text/plain": [ + "\u001B[2;36m17:41:45 CEST\u001B[0m\u001B[2;36m \u001B[0mMode solver created with \n", + "\u001B[2;36m \u001B[0m\u001B[33mtask_id\u001B[0m=\u001B[32m'fdve-9ab03835-92f4-42e6-8a5f-d21a30e41c42'\u001B[0m, \n", + "\u001B[2;36m \u001B[0m\u001B[33msolver_id\u001B[0m=\u001B[32m'mo-cbcdb702-9026-4ef1-b671-a476e6fd46df'\u001B[0m. \n" + ], "text/html": [ - "
15:39:02 EST Mode solver created with                                           \n",
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-       "             solver_id='mo-840d02cc-5271-46a1-9c82-dbd5870a36ce'.               \n",
+       "
17:41:45 CEST Mode solver created with                                          \n",
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+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
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+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
        "
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15:39:04 EST Mode solver status: success                                        \n",
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+       "\u001B[2;36m17:41:54 CEST\u001B[0m\u001B[2;36m \u001B[0mMode solver status: queued                                        \n"
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17:41:54 CEST Mode solver status: queued                                        \n",
        "
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\u001B[43mtime\u001B[49m\u001B[43m.\u001B[49m\u001B[43msleep\u001B[49m\u001B[43m(\u001B[49m\u001B[32;43m0.5\u001B[39;49m\u001B[43m)\u001B[49m\n\u001B[32m 130\u001B[39m status = task.get_info().status\n\u001B[32m 132\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m status == \u001B[33m\"\u001B[39m\u001B[33merror\u001B[39m\u001B[33m\"\u001B[39m:\n", + "\u001B[31mKeyboardInterrupt\u001B[39m: " + ] } ], - "source": [ - "mode_data = run_mode_solver(\n", - " mode_solver, reduce_simulation=True, results_file=\"data/mode_solver.hdf5\"\n", - ")" - ] + "execution_count": 10 }, { "cell_type": "markdown", @@ -644,10 +644,13 @@ }, { "cell_type": "code", - "execution_count": 12, "id": "8ebd9a87-8928-48a6-bbe1-56d774a49c89", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:56:57.072216Z", + "start_time": "2025-09-26T15:56:56.983258Z" + } + }, "source": [ "mode_index = 0\n", "mode_spec = td.ModeSpec(num_modes=mode_index + 1)\n", @@ -656,7 +659,9 @@ "sim_base = sim_base.updated_copy(mode_spec=mode_spec, path=\"sources/0\")\n", "for i in range(num_freqs_design):\n", " sim_base = sim_base.updated_copy(mode_spec=mode_spec, path=f\"monitors/{i}\")" - ] + ], + "outputs": [], + "execution_count": 11 }, { "cell_type": "markdown", @@ -672,16 +677,21 @@ }, { "cell_type": "code", - "execution_count": 13, "id": "209f2e58-fd7d-42f7-bb6d-459f41511250", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:56:59.464601Z", + "start_time": "2025-09-26T15:56:59.462665Z" + } + }, "source": [ "nx = int(lx / dl_design_region)\n", "ny = int(ly / dl_design_region)\n", "\n", "design_region_geo = td.Box(size=(lx, ly, lz), center=(0, 0, 0))" - ] + ], + "outputs": [], + "execution_count": 12 }, { "cell_type": "markdown", @@ -697,10 +707,13 @@ }, { "cell_type": "code", - "execution_count": 14, "id": "5bd171d0", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:01.723260Z", + "start_time": "2025-09-26T15:57:01.716466Z" + } + }, "source": [ "FAB_MODEL = pf.models[\"ANT_NanoSOI_ANF1_d10\"]\n", "prediction_buffer = 0.16\n", @@ -782,7 +795,9 @@ " n_prediction_buffer:-n_prediction_buffer,\n", " ]\n", " return params" - ] + ], + "outputs": [], + "execution_count": 13 }, { "cell_type": "markdown", @@ -798,10 +813,13 @@ }, { "cell_type": "code", - "execution_count": 15, "id": "761964ee-79d7-486a-8bbb-03d2917ff844", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:09.003834Z", + "start_time": "2025-09-26T15:57:08.218447Z" + } + }, "source": [ "from tidy3d.plugins.autograd import make_filter_and_project, rescale\n", "\n", @@ -842,7 +860,9 @@ " medium = td.CustomMedium(permittivity=eps_arr)\n", "\n", " return td.Structure(geometry=design_region_geo, medium=medium)" - ] + ], + "outputs": [], + "execution_count": 14 }, { "cell_type": "markdown", @@ -856,10 +876,13 @@ }, { "cell_type": "code", - "execution_count": 16, "id": "1d67ccdc-758e-4648-aabc-4264b83086a1", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:12.759261Z", + "start_time": "2025-09-26T15:57:12.756857Z" + } + }, "source": [ "def get_sim(params, beta, include_extra_mnts: bool = True, use_predict: bool = False):\n", " design_region = make_custom_medium(params, beta=beta, use_predict=use_predict)\n", @@ -882,7 +905,9 @@ " update_dict[\"monitors\"] = mnts_mode\n", "\n", " return sim_base.updated_copy(**update_dict)" - ] + ], + "outputs": [], + "execution_count": 15 }, { "cell_type": "markdown", @@ -894,36 +919,49 @@ }, { "cell_type": "code", - "execution_count": 17, "id": "08846717-16bc-49ee-bcb3-dd5e1c30cd6c", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:18.879742Z", + "start_time": "2025-09-26T15:57:18.820368Z" + } + }, "source": [ "params0 = np.random.random((nx, ny))\n", "sim0 = get_sim(params0, beta=beta0, use_predict=False)" - ] + ], + "outputs": [], + "execution_count": 17 }, { "cell_type": "code", - "execution_count": 18, "id": "65933269-50cd-4dea-b32d-25f39492c7dc", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:20.001685Z", + "start_time": "2025-09-26T15:57:19.742129Z" + } + }, + "source": [ + "ax = sim0.plot_eps(z=0.01)\n", + "ax.set_aspect(\"equal\")" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "ax = sim0.plot_eps(z=0.01)\n", - "ax.set_aspect(\"equal\")" - ] + "execution_count": 18 }, { "cell_type": "markdown", @@ -943,10 +981,13 @@ }, { "cell_type": "code", - "execution_count": 19, "id": "56ed21ad-0882-46ca-bc99-f1e4163fcc72", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:22.494615Z", + "start_time": "2025-09-26T15:57:22.491160Z" + } + }, "source": [ "import xarray as xr\n", "\n", @@ -985,7 +1026,9 @@ " avg_power_leaked = power_leaked / (num_freqs_design - 1)\n", "\n", " return power_transmitted - leak_weight * avg_power_leaked" - ] + ], + "outputs": [], + "execution_count": 19 }, { "cell_type": "markdown", @@ -997,38 +1040,42 @@ }, { "cell_type": "code", - "execution_count": 20, "id": "7f7da424-d19e-4e0c-b95d-2ac7c877e246", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:26.767680Z", + "start_time": "2025-09-26T15:57:26.765802Z" + } + }, "source": [ "from tidy3d.plugins.autograd import make_erosion_dilation_penalty\n", "\n", "beta_penalty = 10\n", "\n", "penalty = make_erosion_dilation_penalty(radius, dl_design_region, beta=beta_penalty)" - ] + ], + "outputs": [], + "execution_count": 20 }, { - "cell_type": "markdown", - "id": "218ac455-3626-4399-a11d-1ba288fe63bf", "metadata": {}, + "cell_type": "markdown", "source": [ "### Total Objective Function\n", "\n", "Then we write an `objective` function that constructs our simulation, runs it, measures our metric, and subtracts our penalty.\n", "\n", - "> Note: due to the current limitations of the autograd support in tidy3d, when running broadband simulations, one must have only a single output 'port' in the forward simulation. Therefore, we split our problem into one simulation per output waveguide, and then run these in parallel using `web.run_async()`.\n", + "> Note: due to the current limitations of the autograd support in tidy3d, when running broadband simulations, one must have only a single output 'port' in the forward simulation. Therefore, we split our problem into one simulation per output waveguide, and then run these in parallel using `web.run()`.\n", "\n", "> **For FAID:** We set `use_predict=True` and `use_penalty=False`.\n" - ] + ], + "id": "e3f9588288594ba2" }, { - "cell_type": "code", - "execution_count": 21, - "id": "3bba8bcc-4d2e-4268-a338-aab37513f5df", "metadata": {}, + "cell_type": "code", "outputs": [], + "execution_count": null, "source": [ "# useful for debugging, if you want to turn off the metric, penalty, or prediction\n", "use_penalty = False\n", @@ -1043,7 +1090,7 @@ " if use_metric:\n", " sim = get_sim(params, beta=beta, include_extra_mnts=False, use_predict=use_predict)\n", " simulations = {f\"WDM_invdes_{key}\": sim for key in keys}\n", - " batch_data = web.run_async(simulations, verbose=False, path_dir=\"data/\")\n", + " batch_data = web.run(simulations, verbose=False, path=\"data\")\n", " metric = 0.0\n", " for mnt_index, (_, sim_data) in enumerate(batch_data.items()):\n", " metric = metric + get_metric(\n", @@ -1055,7 +1102,8 @@ " penalty_value = penalty(params)\n", "\n", " return metric - penalty_weight * penalty_value" - ] + ], + "id": "1bc96ef40aea528a" }, { "cell_type": "markdown", @@ -1069,13 +1117,18 @@ }, { "cell_type": "code", - "execution_count": 22, "id": "3d210aba-1184-4191-a405-08c12531991c", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-26T15:57:34.822888Z", + "start_time": "2025-09-26T15:57:34.821226Z" + } + }, "source": [ "grad_fn = ag.value_and_grad(objective)" - ] + ], + "outputs": [], + "execution_count": 22 }, { "cell_type": "markdown", @@ -1087,13 +1140,20 @@ }, { "cell_type": "code", - "execution_count": 23, "id": "c6602755-bcb7-4ef2-8532-c3690788e8ca", - "metadata": {}, - "outputs": [], + "metadata": { + "jupyter": { + "is_executing": true + }, + "ExecuteTime": { + "start_time": "2025-09-26T15:57:36.876899Z" + } + }, "source": [ "J, grad = grad_fn(params0, beta=1)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "code", diff --git a/Autograd4MultiObjective.ipynb b/Autograd4MultiObjective.ipynb index 6cb9a391..c0ab8a98 100644 --- a/Autograd4MultiObjective.ipynb +++ b/Autograd4MultiObjective.ipynb @@ -200,9 +200,7 @@ "cell_type": "markdown", "id": "56d3acce-0f8b-493d-9cf7-0568720827f5", "metadata": {}, - "source": [ - "And then we write our combined, multi-objective over all of the `dy` values. We use the `web.run_async` function to run a list of these three simulations simultaneously." - ] + "source": "And then we write our combined, multi-objective over all of the `dy` values. We use the `web.run` function to run a list of these three simulations simultaneously." }, { "cell_type": "code", @@ -215,7 +213,7 @@ " \"\"\"Average of O-th order diffracted power over all dy_sign values.\"\"\"\n", " sims = {f\"sign = {dy_sign}\": make_sim(permittivity, dy_sign=dy_sign) for dy_sign in (-1, 0, 1)}\n", "\n", - " batch_data = web.run_async(sims, path_dir=\"data\", verbose=True)\n", + " batch_data = web.run(sims, path=\"data\", verbose=True)\n", "\n", " power = sum(post_process(sim_data) for sim_data in batch_data.values()) / len(batch_data)\n", " return power" @@ -364,7 +362,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m12:20:19 CEST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m12:20:19 CEST\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -377,7 +375,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m12:20:22 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m12:20:22 CEST\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -391,8 +389,8 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after \n", - "\u001b[2;36m \u001b[0mthe Batch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after \n", + "\u001B[2;36m \u001B[0mthe Batch has completed. \n" ] }, "metadata": {}, @@ -419,7 +417,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m12:22:42 CEST\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m12:22:42 CEST\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -466,7 +464,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m12:22:50 CEST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m12:22:50 CEST\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -479,7 +477,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m12:22:55 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m12:22:55 CEST\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -493,8 +491,8 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after \n", - "\u001b[2;36m \u001b[0mthe Batch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after \n", + "\u001B[2;36m \u001B[0mthe Batch has completed. \n" ] }, "metadata": {}, @@ -521,7 +519,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m12:23:10 CEST\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m12:23:10 CEST\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -719,7 +717,7 @@ "source": [ "## Takeaways\n", "\n", - "The main thing to note here is that, using `web.run_async`, all of the individual simulations were uploaded at roughly the same time.\n", + "The main thing to note here is that, using `web.run`, all of the individual simulations were uploaded at roughly the same time.\n", "\n", "This means that the server is able to work on them concurrently rather than needing to wait for the previously uploaded one to finish. The time savings for applications with several simulations can be enormous.\n" ] @@ -769,7 +767,7 @@ { "data": { "text/html": "
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14:54:13 CET WARNING: Using canonical configuration directory at                \n",
+       "             '/home/marco/.config/tidy3d'. Found legacy directory at            \n",
+       "             '~/.tidy3d', which will be ignored. Remove it manually or run      \n",
+       "             'tidy3d config migrate --delete-legacy' to clean up.               \n",
+       "
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+       "
\n" + ] }, "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# run mode solvers in parallel\n", - "batch_results = web.run_async(\n", - " simulations=mode_solvers, # dictionary of mode solvers\n", - " path_dir=\"data\", # path to store the result files\n", - ")\n", - "\n", - "# alternative way to run the mode solvers in parallel is shown below\n", - "# batch = web.Batch(simulations=mode_solvers)\n", - "# batch_results = batch.run(path_dir=\"data\")" - ] - }, - { - "cell_type": "markdown", - "id": "d74b557b-f06f-4825-aa46-8be0aa373321", - "metadata": {}, - "source": [ - "After the batch of tasks is finished, we are ready to extract the results. We can plot all the mode profiles to inspect each mode at each waveguide width. As a demonstration, we plot all 10 modes with the widest waveguide. " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6574c95a-5ee2-410f-8eaa-7f90e78accb9", - "metadata": {}, - "outputs": [ + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, { "data": { - "image/png": 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Tp0/nd7/7HSeffHJeu5qaGp599lm+9a1v8dBDD/HjH/+YhoYG9t13X2644QYaGxt57733+MpXvsIpp5ySV+Px3HPP5X//93+58sorOfHEE3ssgVgOtm2zbNkyvva1r3H77bfT2dnJYYcdxtKlS3skfwwJPImRFYYmoqsDR1fPOussfvOb3/C73/2Ojo4OJk6cyAUXXMDChQsZP378Tn0WA5KSMbJDfDGIEGX6KlpdEAQhzIAeNWoUrcsXUpuIFmxzwhVLOPMLV+WVOBIEQRCKc9lllxHZ/Cq3XHRiweOr3niXsxb/hvXr11e9b9VEPLKCIFQH8cgKgiBUFvHIiiErVIeNGzeWPJ5IJGhsbKxaf4R+oGT5rWp3RhAGP6KrQqVjZFeuXMktt9zCK6+8woYNG3jkkUeYPXt29vjcuXO59957894za9Ysli9fXn7fK4QYskJVmDhxYsnjc+bMYenSpVXrj9APSPktQagooqtCpctvtbe3c9BBB/H5z3+e008/vWCbE044gSVLlmRf93eFHTFkharwxBNPlDw+5Ir/Cz3RJtgKIXasIJSN6KqAobiuFttfghNPPJETTywcc5shFovllTzrb8SQFapCfxb1FgYIEiMrCBVFdFXYXmiBMYaWlpa83bFYbKe8qCtWrGDcuHGMHDmST3ziEyxatIjRo0f3+nw7iyyIIAhCdfB08U0MWUEQhPLRpriu+prW1lYaGxvztsWLF/f6cieccAI//vGPeeqpp7jpppt49tlnOfHEE/H7MbFMPLIF0Frz/vvvU19fj1Kqv7sjCAMKYwytra1MmjQpbznO7TKMVpoReiK6KgjF6bWuZlb2KnKsvr6+R/mtnfHGnn322dnnU6dO5WMf+xh77703K1as4JOf/GSvz7sziCFbgPfff5/ddtutv7shCAOa9evXZ1fm2SF8UzyLVjyyQx7RVUHYPmXrqimhq75GKUVDQ0PF+tedvfbaizFjxrBmzRoxZAcSmeUEg8gL8RwIQj4G0Dnfkx3E88Er4mkQQ3bII7oqCKXopa6WrCPb9zNg7733Hlu2bNluBY2+RAzZAnRNeykRXEEoQtnTw0aqFgxnRFcFYfuUr6slqhP0wkHQ1tbGmjVrsq/Xrl3La6+9xqhRoxg1ahQ33HADn/nMZ5gwYQJvv/02V155Jfvssw+zZs0q+1qVQgxZQRCqg6fBltACQRCEipFJ9ipEsf0lePnllznuuOOyry+//HIIaxLfddddvP7669x77700NTUxadIkjj/+eL75zW/2ay1ZqVogCEJVML4uvpVpx65cuZJTTjmFSZMmoZTi0UcfzTs+d+5clFJ52wknnFDZAQmCIPQ3xhTX1V7UkT322GMxxvTYli5dSiKR4PHHH2fz5s2k02neeecdvve97zF+/Pg+GdqOIoasIAjVIbMgQqGtTDKrz3z3u98t2uaEE05gw4YN2e1nP/vZTg5AEARhgGFK6OowmemS0AJBEKpDqdCCMo3Zwbj6jCAIQsWpcGjBYEQ8soIgVAXj6aIbxuC6Li0tLXlbKpXq9fUyq8/st99+XHTRRWzZsqWi4xEEQehvjC6hrf7w8MiKISsIQnXYTmjBsmXLKrYCzUBcfUYQBKHiSGiBhBYIglAlfF18qsvASSedxH333Ze3u7eZsANx9RlBEISKUyq0QDyygiAIlcP4puiGMUQiERoaGvK2SpV0yV19RhAEYchgtqOtwwDxyAqCUB08DVZxj2xfMhBWnxEEQag4JT2ykuzV5yxevJjDDjuM+vp6xo0bx+zZs3nrrbe2+76HHnqI/fffn3g8ztSpU1m2bFnecWMM1113HRMnTiSRSDBz5kxWr17dhyMRBGF7GF18K9eQbWtr47XXXuO1116DnNVn3n33Xdra2vja177Giy++yDvvvMNTTz3Faaed1u+rz1QL0VVBGEaYyunqYKVfDdlnn32Wiy++mBdffJEnnngC13U5/vjjaW9vL/qeF154gXPOOYd58+bxxz/+kdmzZzN79mzeeOONbJubb76Z22+/nbvvvpuXXnqJ2tpaZs2aRTKZrNLIBEHogWeKb2UmJbz88stMmzaNadOmQbj6zLRp07juuuuwbZvXX3+dU089lX333Zd58+ZxyCGH8Nxzz/Xr6jPVQnRVEIYRpoSuDpPcVmXMwElr++CDDxg3bhzPPvss//qv/1qwzVlnnUV7ezu//vWvs/sOP/xwDj74YO6++26MMUyaNImvfvWrXHHFFQA0Nzczfvx4li5dmpcEUoyWlhYaGxsBW9YEF4QeGMCnubmZhoaG7bbetm0bo0aNYutXz6Y2GinY5uQHnuTsb3yTefPm9UF/hzeiq4IwGChPVwEuu+wy7Jee5NufOKTg8Rff+4Bzn3mD9evXV7ivA4sBlezV3NwMwKhRo4q2WbVqFTNnzszbN2vWLFatWgXhFOPGjRvz2jQ2NjJ9+vRsm+6kUqke9SsFQagwpsQm9Bmiq4IwhBFdHTiGrNaa+fPnc+SRR/LRj360aLuNGzf2WNd3/PjxbNy4MXs8s69Ym+4sXrw4r3blbrvtVoERCYKQi/HAeKbgNpxEt5qIrgrCEEcX1lTjDZ+qBQPGkL344ot54403eOCBB6p+7auvvprm5ubsNtTd8ILQHxg/Y8z23BgeybVVR3RVEIY2xhTXVeP1d++qw4Aov3XJJZfw61//mpUrV7LrrruWbDthwgQ2bdqUt2/Tpk3ZNdUzj5s2bcortbNp0yYOPvjggueMxWLDIglEEPqTbCatUBVEVwVhGGBK6OrwcMj2r0fWGMMll1zCI488wtNPP83kyZO3+54ZM2bw1FNP5e174oknmDFjBgCTJ09mwoQJeW1aWlp46aWXsm0EQag+xi+xDRPBrQaiq4IwfDC6hK4OE8dBv3pkL774Yu6//35++ctfUl9fn421amxsJJFIAHD++eezyy67ZNdcv+yyyzjmmGO49dZbOfnkk3nggQd4+eWX+d73vgeAUor58+ezaNEipkyZwuTJk1mwYAGTJk1i9uzZ/ThaQRjeGA9MsWR1MWQrhuiqIAwjdPEQAgktqAJ33XUXAMcee2ze/iVLljB37lwA3n33XSyry3F8xBFHcP/993PttddyzTXXMGXKFB599NG8RIYrr7yS9vZ2LrzwQpqamjjqqKNYvnw58Xi8amMTBCGfkqEFYshWDNFVQRg+GIrr6nCZ6RpQdWQHClLvUBBK0bs6shs+dza1kcJ1ZGc//iT/foPUkR3KiK4KQil6V0eWp59k0ccL15F9afMH/MdrQ7+O7IBI9hIEYeijfYW2ihgwcjstCIJQNsYE2lrwWJH9Qw0xZAVBqAoSWiAIglBZTImqBcNlvl0MWUEQqoLWqrjnoGgWmCAIglAUU0JX/ar3pl8QQ1YQhKqgfYVWRQS36r0RBEEY/BhdPLRA6+HhIBBDVhCEqqB9C62KlK4Wj6wgCELZGKPQfmFd1XrALN7ap5RlyGqtefbZZ3nuuedYt24dHR0djB07lmnTpjFz5kxZS1sQhKIYUyJma5i7ZEVbBUHoDaKrO7iyV2dnJ4sWLWK33XbjpJNO4re//S1NTU3Yts2aNWtYuHAhkydP5qSTTuLFF1/s+14LgjDo0L6FX2QbJnrbA9HWoY+q8r+hNJa+Hs9QwBhVVFd9CS3oYt9992XGjBl8//vf51Of+hSRArUg161bx/3338/ZZ5/NN77xDS644IK+6K8gCIMUrVXRmK3hkl3bHdFWQRB2BmNK6KoYsl387ne/4yMf+UjJNnvssQdXX301V1xxBe+++26l+icIwhDBGFWiOsHwENzuiLYODXbIc1gk0bFihHeDxfpiypz3KDmmKo2lVD/KHc9QppiuDpdqMDtkyG5PaHOJRCLsvffeO9MnQRCGIL5v4RdJ9hquHlnRVkEQdgatg9CCYseGA72qWpBMJnn99dfZvHkzWudX4j311FMr1TdhkDFY45nkzr46+FoVjdkaLp6D7SHaOjgoqnUFPZU9jYxKamVWv/JO2a1CvjF51+yueTs+noExlkLXHa46bgxFdVViZIuwfPlyzj//fD788MMex5RS+P4wqcArCEJZlA4tEERbBUEoF4OEbJVdZOzSSy/ljDPOYMOGDWit8zYRWkEQiuEbC18X3oanLyUf0VZBEMrFGFVUV4eLR7ZsQ3bTpk1cfvnljB8/vm96JPQ7O10mRanBs/VyvEL5+EYV3cRTK9o60Nm+1tmAhcLu2lQEpexwi3RtVrTblihj6/be3PNmrpXTB7CCvpXQvPyx2F1b7ngqPpbu7+vFWHJCH4arPpsS2qp7oasrV67klFNOYdKkSSilePTRR/OvZwzXXXcdEydOJJFIMHPmTFavXl3BEZVP2YbsZz/7WVasWNE3vREEYciiQ2EttAmirYIglI8poau6F0Z9e3s7Bx10EN/97ncLHr/55pu5/fbbufvuu3nppZeora1l1qxZJJPJCoymd5QdI3vnnXdyxhln8NxzzzF16tQedQ+//OUvV7J/Qh+yc+VVtn8PNJDvjAsnFeSiix3okThR9NxCHlor/CL/r4Zr1YJcRFsHHj2+53n/f62uNtlqHOE+ZQF29rnCCvd1b0OP59vDGJ33mNGq7H50+DwMRzE6aBPeMBplCujb9seS6WOlxtLV/8JjMXnj8jEmY5bp4LM1OtBaRf54tpPYNtTQJZK9elO14MQTT+TEE08seMwYw2233ca1117LaaedBsCPf/xjxo8fz6OPPsrZZ59d9vUqQdmG7M9+9jN+97vfEY/HWbFiBSrXta+UiK0gCAXxjYVvipTfGsA3PdVCtFUQhHIxqKK6qo3CGENLS0ve/lgsRiwWK/taa9euZePGjcycOTO7r7GxkenTp7Nq1arBY8h+4xvf4IYbbuCqq67CssqOTBD6iR33vub/TQu+r8cdd4GSLCXvyu0SxypJiQQZU8jjmrvP7tGmpxd3x8rCMAy8AjtCyTXBBdHWAUZxb6yVE1dqoVTmZ9TGUk6ofYHXMuONtSwn9GQGnk0rx5PZ5eksrosmR8tyPbI69L4a42c9sRlvptYe0PXaGDf0anZ5Z7vG1tXnjD53H0vmdZeHufhYSo0nM5buHtliY9HGC9t2vYagTTAWjcn+Bung79RtQYUhrb8ldNUYaG1tpbGxMW//woULuf7668u+1MaNGwF6xPGPHz8+e6w/KNuQTafTnHXWWSK0giCUhWcsvKIeWUG0VRCEctGoorrqY1FfX8/69evz9vfGGzuQKduQnTNnDg8++CDXXHNN3/RIqCilY7zIj43KtsmPf6KHh9XusU8VbUtPL+92Yqh6Ey+2Y/t10TaGAvFaiqxXNz8+K9MwjDnL89SW9tIOac/AdvA1JWJkywstWLlyJbfccguvvPIKGzZs4JFHHmH27Nk55zMsXLiQ73//+zQ1NXHkkUdy1113MWXKlJ0eR18h2jqAUaqbJ9YJd0fyPJe2FUUpC9uKBY/KwVKR0KMZwVYOChtbRQJPbbYqQKB5lurpxdQm1KBMzCh+4L0k8F76BJ5W37iBJ9a4aO3hGy/7POOhNcYLPJrKz+pcbgxsMBYn7IuDZTld/Q7HELSxi46F8Pdge2PJeGaLjUWH/Q9ee/g6FTzX6eBdoafW4GY9s2CHcbN62Ez/bC9GVilFQ0NDRa41YcIECCusTJw4Mbt/06ZNHHzwwRW5Rm8o25D1fZ+bb76Zxx9/nI997GM9EhL+67/+q5L9EwRhiJApCVOIcn9yMpm1n//85zn99NN7HM9k1t57771MnjyZBQsWMGvWLP7yl78Qj8dLnnvlypVl9iZgzz33ZPfdd+/VexFtFQShF5gSuupX2JafPHkyEyZM4Kmnnsoari0tLbz00ktcdNFFJd/bl7patiH75z//mWnTpgHwxhtv9KpjQt9TKr6rR5vQm0CBbNuutvmZqtm4rpxM1rzXBby1qtsdejHPq1VGVThdoLpAfuxVTmxZAa9rbqZvof2ZuCxUbjYw2RitYHzhvlyPQHaQmWPima1kqa2+zKydM2dO2f1RSjF//vydSsgSbR0Y9KgTC13e2G6xpLYVxbKi2TjYiJXAshwcqwZbOdhEcFQMiwgRFcc24T4cbOPgYKOMlfVnZq6UQYc6EUa9AmCUxgv1x1MePh6+cvGUi2dS+ASP2oSvdSrr0fR1GhV6Zo3K6FcYA2tFsZSDbQXTznb43LZi2MrBUXEcYtgqgk2kx1gsLGxjFx1L1ziCsWSuH/hmvbyxuCqFb1w8UngmiW88PN2B1h6u7gzif3UalMbX5OixRmViZnO0dyjrrgm1tfCx8vW2ra2NNWvWZF+vXbuW1157jVGjRrH77rszf/58Fi1axJQpU7JOgkmTJuXNiBWiL3W1bEP2mWeeKbszQvXYngFb2HiNFCitYuUF76tuyQvFAv1Vt5Iz5BiwVndjNycZoBzjtTu5xmyhpIjsD0D3KToTSGip5Ilsu2zChM5LPMgtdZNn2GYN5HBcBQzaoSiqpSjpka3gR7GzmbVr166tXGfKQLR1gJOX+BTLGn8RuzZr9MXsBmwVIa4aiJgYEWLETJyYiRIjQkRZRJSNYykcpbAzmxVoglXg66FNYID5oYRoDL4BV2t8Y3C1xkXjap8UaVzlklJJ0lYnrkni2p24ugNXd+LrFF5o0AZJU4ShEFFsK4ZjRXGsGgCiKoGjYkRUDTFTQ8zEiRAhpqNEcLJjsZUiYneNRSmwVemxaAN++KUvNJa0dkmpNC7BWFJWB0mrBd+4pPwWfJ0i7bdnx+DrdFeOlwLM8FkJr7RHtnxD9uWXX+a4447Lvr788sshNESXLl3KlVdeSXt7OxdeeCFNTU0cddRRLF++fLszXX2pq2UbssVYt24dt9xyC3feeWelTimUSWEjtrsBm4ntyo+L6p6ZmomDyhidmRgplc3MDe68s/syxm23uC8ruy80Zk2XgWvlxFPlsqNGbb4BmzFac4xVBVppdGhk6m7e2WKxZpouQzYTo5WJ08ruz4k7Q4VGrSpg1IZCGxi0+Rm1Q9lLUIjSoQUK13UrUiZmoGbW9hbR1n6igH4GN+wRVBg/6lhxonYtthUjqhLUWmOImgQNfiMxIsSVQ9y2idsWcdsiaiuiFsRscJQiYkHEMtgquJJdQPp8HST0ZKaJfaNwNbjakNbgakj7hqRvSOsakr5PUvskdZpOlaJTdZC020hZbaR1G67uDL2aLgCWFckasFGVIKrqAIhTR8LUEtcJEkSJWw5xy+4aR4Gx2CoYixMuutXdmA0M2GAsGS3IHUvah7Q2JL04SV+H4/DoJE2LVUfa6sTCIm11AuDpFF7WKWEBmcoMKt+JMITjZXUJg7U3M2DHHnsspsTnpZTixhtv5MYbbyz73H1F2Ybscccdl1ffMMOGDRvYsGGDiO1AoUdyQv6UWG6CQhDQH25W98D+IE4vM02mlI2Ng0UES9nYRLCMFRwLjVjHONnnllF5U2dBj/KnnnL/P3Wfiuqu690DCTJTb5kvXmbqqsuw7ZrK8lV+coFWGo/QIFU+vvLQ+EGiAS46NGQLJSD4lofWLsYKjNlsiRiVKQ+TMWid/Okuhr6wFsOUCC0wwLJly3rEWfW2TMzO8vOf/5zZs2cTjUYBeO+995g0aVK2okBHRwd33nknV155ZcWuKdrav2x/AZfw5j9HMx0rRtSuJabqiKl6RvnjSBBjhBMjblvUOBY1jqLGgVoH4jYkbEPMMsQtQ8QyRC2NozJGoMFSXdqgc5Yb9cLdnrFI+YqUVqS1IqkVSV/R4VmktKHDs2l3DZ1+lHYvToeuoU3V0KFq6LBipFUbthXD16lg3MoiYiWIqToSNFJj6gGoM7XUqCi1ToSEY1EbsaixIWYrahxD3Ia4ZYjbhqgVjCkwyg2RcBwKsuPRRmEAzyhc3ZVp7+pgLEk/GEuHp+j0LTo9i3bPpt2N0OFHiXkROkmBDY5pRdtueF4PrRwwHgY71N7CScBD0XlgKK6reoANs690tWxDtntmmu/7/OMf/2DNmjUsXbq03NMJFSJvvey8A5npfCfrgQ1CA7o8r0GcV3BXnjFeHZWJhQr+izgq3jMuSgcxXkGsV3BeBwtbBT7V4FFhW8F0kxVOnSkV+GAz+3K7nLmD396PSkaIMl9UY3KN2kDGjDF4xmSPZaaytDGBz9QYfKPx8fECsxVf+XnxWq4VxJz5oUGbiT3zjYtvpYLsYNWVUauNh5X1+Fo5Bq0XGrOZCgdq2IUZlPLIYuCkk07ivvvuy9vdmzIxlcisPeecc9iwYQPjxo0D4IADDuC1115jr732AoLajFdffXVFDVnR1gGMygmtytSGzYQThAZgrW5ktFVHjW0zJu6QcKDWUTREDPWOoc7R1Do+dY5PwvaIOz5xxyNq+zi2xrY1lqXz9NAY0NrC9y08P9DytG+T9mySvk2H59Dh23T6Nm2eRbunaPcUrZ5FqxsYt62uQ9x1aNVRIlaUNiuCZSJ4KoXBx1FxIiSooZF63UidSgBQ70Soj9jURSzqI4EhXu9AreNTa2tqHE2N7VPj+MRtj5jjE7V9IraP4/QcC5nV/bSF51mk/WBGLhiLQ6fnBEa4b9PiWrR5Fq2eotVVtLkWTlLR4UdwtYulLFJWG8ZoLJ3qCocjeDRYwya8wJjKemT7kr7S1bIN2e985zsF9//gBz/gzjvv5Nxzzy33lEKfkOONpWcYQaZMjKUcInYiiI9SsawR6xAjouJETBj4bxwiJkrERMiYsrayiGDhWFZOrJfCDmOkbKVwrCBkybZUaNx2TTlljVnVtcZAbwzZjAmoTZcRG0zHZb7kQUyZzk7NBfFmwf7A2M3EZ/kExq1rPDw0rnJxVRoPD48UrhUkH3gmhWci+MrFMoGQau2ijBXGsgXFujVeaK8GoQ5dntkSS+AOUbYXWhCJRCpSJmZnMmuz/enmMS811VYpRFsHHoV1KFzgQNmhIVtPja6nwdQxMhahPmIxPhEYfo0RnxERn8aIR0PUpSGWoibmkoi7xGo9nLjGToAVV6hIMCefmwNrNJi0Bh90Mowp7QQvaZHutEklHTqSUdrSUVrTEVo9hxbXodm1aHEUza5F1FJElMJxLSytsJRFm2XjksSgcVSMuKmjQTfSoOI0RAJvWUPEYkRM0RCBhgg0OpqGiEdjxKM+4lIXS1MTc4nHXKJxj0iNxo6BFQcVUygn2HLHgmcwnkGnDKFDGK9d4SZtkp0O7Z0x2tJRWtJRml2HprRDk2PR7AA4tLoWHck6DJo2Fce3vGwInOlWS7XL+zq0CVb2KmLIDrAVE/tKVysWI/vJT36SSy+9tFKnE3pDTkxX8NrKemIDw9XJMWC7PLAxu4GoSuQF9UdNjBhRYmFMbUzZOLYiZgXxURFL4VhBjFQk3II4KRPGSpF9tJXBCTcr+xoUJjR0TY4B2/W8WKRstp6AyUyrdD36puvRy4vHAjf8smdizIIkg+C5Z0wYaxbEa7ka0lrjaUNKa9LaJ2V8XDxSKh0kU6hOkrThmg7SVpBIoY2L63dmk8B8ncYYD1+DMW5OIoLVIwFsqFN8wq/8H5u+yqwdiIi2VpkCFV5ywwoyHlnHiuKoGHW6kVGMYHwszn6NFiOihsk1aRqjLiPjSUY3tlM7Kk10nMIZn0CNroWRtdBQB431mNpaSCQwsRhEo2BZ2RkbpTWk06hUCjqDuFDV3g6t7dDcBi3tmC3t6C1b8bb4dH5g0dYSZ2tbgi3JOB+konyYtvkwZbMlabEt5dDkxmn1a+lUgSUZ0RHqVJwR0SgjYzYjo8H4x8YNo6M+42Iuo2MpRtV00tjYSWKUR3SMhTU6hjW6BkaOCcZSX4uprQnGkkgEY3Gc7OepfB88D5VKQiqFau8IPtrWtmAs21oxW9vRH2zF3eTT8aFDU1OCD9pr2JqKsTYWpSltYUwNdtqiWdXhKxfHigYzYkqjjFUgvGBoa60poavDxV1SMUP26aefzst0E6pDMc+lQoXhA5FwCiyObUWJOQ3EEzYRpxbHihJRNdQzlrhJUGMS1KgIMcshESYnxOzg/AkniI2K24aYBVEriI+KWoa4rYlawRazNVGlidiaiBVuto9j+9iWwXF8LGVwHINla5RtUMpghf8TlTKBRyKMqypUP9+YYDECo4O4S6NB+wrjK7RvoTX4vsLTNp5n4WsL17ezU3OutnC1TUorXG2R0hZp3RV3lonXSmlI+ipMPoCkb0h6hqTWdPoeSePTqTppVx2kVBsp045rOkh5zXieTzqlSXktYQFvsmViyA0x6PZ3HMohBpWsI9tXmbUDEdHWgUFuaIFlRcIFDyJEdYx6J8KEeofaOoeaiKGmTlMb1dTWWMRGOUTGW9hjo6ixdTC6AUY1YBobA0O2JjBki5IAk05DJDT87AjKioCxQVuotEKlLFQqjZ1UOH4kSDSzI9REHOrTDl7MQiUUsbShzo3R6dfgGo0xEFGKmG1RE4YQjAgcstQ7hvqYRTwKsagmUudh1/lYdQ6qzkbVJ6C2Furqob4e01AP9XXbHY+pB9JpTE0wHlXTioq1QCyBcpoDJwtJokaTMBa1lk0y6lCjorhRxXjXpcOPENFB+JsqEPYxBO3VouhBFFrQV5RtyBYqPr5p0yZeeukljjvuuLzjv/jFL3a+h0LvyKvvGoQSOFaMaCTGvvvtQdSqJ6JiRFUtdbqRhIkTtxwStk3Mtkg4irgNsdApEbeD7NS4pYNEBTtIUohZmqjlE3U0MdsnYntEHI3jaGzHx4kYrIjGcoKCCVaEYLopolB2kKarArdtcCFLoWyry4It5JbNxAxog8nEEGiN8Q0mcL1iPINxQXtgXPBdCx0UEMD3bFzXwvNsXN8m7VmktB3EnvkWKWMFiQe+RdooUr4i6UNS02XQ+pqUb+jUHh0mSdIKPLRp006nbsb1kvztzXdxwpqMQXkYKygBpoZP/FYuJWNky6QambWPP/54do1yrTVPPfVUtr5rU1NTr89bDNHWAUiButh5h8M0VmOAkbWkxtXR6cDWuCHt+CQjHh3KpbElRY2fItbp42xNYdU3oeraUTUxVMyBWBQiTlC2IBM/bwy4gReTpAudgQfVdHrojjS61cdrNaTbakh2NtKRitLmRmiLRmi1bNoSNu2hduFD1IN63xDXQTiVzsboB6FfjqWIWV1anLah2QHPMXTYmuaIT53xqGtxqU25JLamidZ6ROrbsOo6sOq2oRIRVE2kazzFxpR2IRnc4JN00W0pdJuLblGkW0bQ2ebQ4sdpqonT5Di0uDadtYqUB77XjGlOh6nDRf4uyupKrh3iWlsytGAAGrJ9oatlG7KZDnTft++++/aqA0KF6F6lILN8YljkOmIniNkNjB41kohVS8JqJGpqiOs4I6ilJuJ0ZdjagQe2xjEkrEDsah1NwvJJOD4JxyPueMSiHrGYhxPT2VgvlbCw4lZWnFU8AlEn3CJdj04ocpaNiThghzVlbTv48bCCHxHT7QdEZRYk8INarcr3IdwsXwei73mQSoMXCmbahZQH6bAUVtLDJD10MglJg99p8JMKN2nhpmySaYekGyHp2XT6mWQKiw7PosNXdPqKds8m6UOHaxH3bdr9KJ0qSlLF0JbBjkQZ2TiC5mYnrHuYBq1DG9wbVuVhMmhTPIt2IA6/ewHvL3zhC3mvC1UY2BlEW6tPqVj87scyToFsfWxsDBpfebhG49VEiIYhVVFbE7eD2aqE4xGPu0RrfJxahVUfwWqIQV0camKQiIWGXyTUv/C62g90Lp0O9CwRuEpVexIcC8tK41hueGfvonWQEOYZC9dYpI0OHrUiY5+W+i8b1LEN8hoAnEzYmAocF3FLBwlqETcYT61HpBGsegerIYrqPp5oJKvxEH7JjQY31Od4GCTbmcayM9Vr0kR8je/6JFyPlOeRtC2SWhGxbKIKvNpo4E0Oq89kSj3m/n1Mt3F1l5fcv+1gnwUzJXR1oFUtoI90tWxDdsmSJWVfROgPcjNrozhWUNx69OjRRFWCGlNPVMdIEKMu4lAbsaiNKGrDMjF1tqbW0dQ5gfGXcDxqIx6JqJsjygarxsKqtVG1cVRNDBIRSMQDMUvEMbEoxGKYWBzi8UDcdoJS38sex9zAiFWpFKSSqM4kACqVQnWmsDpTkExht6UxHWmiHR6mPU1dR5p0u0Uq6dCZjNLhRYISMHaYGewHCRRtHljKQrnhJ+4rLGPh2SnSKEaPHk17i4tvJbCtzsArS2YhiuESvdRFJUML+hqtq//3EW3tZ4rGxtJV8SUTWpDTplN14tbXEXVsInYwe1VjGxK2T43jkoiliSY8nAawGpzAiG1IBIZsXS3E45h4FJzgBj/35l15HnguKpmCVGj4JTpRNUlUvBMVS0IkhXI0SqVQOaWufOPgaUXaUqRDp2Rg9BhcHXhkNQZbKdDgWMFqApkchYgFUctQY2tqbI+6SJisVpsi3uDjNCqsxghWQxzq41BXA7WJouNRRgeGeXY8YQyD0wkqMC0tY8BNE/N8fM+lxg+qM6S1RdyGlIaaRISOmIuXdukqAtP19wErCLvoyqbo+jsOwVhZU6qObNV7U5q+0tUdMmSNMRX3Pgh9RM5UWNdm41gx4vEotYkabBXD0ZGgiJZSOGHyVkQFoQQxZYhZmrjlE7MCBUw4BYzYOiuIl6qJoupiUBsasDUJTCIeBP3HExCPdXlcq0kkApFIkIDQ2QmJwJClMxn8AEQ7IRpBOUlUxELZ6aA2oeUTRQNeEIOLQusgicwzCs8YPEvhWuAqSIdZwa5SRIyDYyL4KkZjQyO2vRmHWM7iElbXtNcQn/Lqjm/I1sLsztD5WSkP0dYBTK5Bmam5nSlbGNaRVVjETJzRIxuxVJD8Gngyw/yATJhV1AQaE7W7ZqgioaHnOOBEMJFMeIETJoWC8T1wwxmrUENVWHMTbVBGhzNRLhFPE/M8XDcIk0r5FlHLyi5OQGjYBImtPh4GYwyOUijLIRKssJ31VQYRYIZo6FmORzyiEY9oQmPXglXnYNWFnuWMEZtIYOKxwHnhRMCxs5+jMRpcN4isMhqlQ/1znKz3VkVtVFShIgbb0TiWT9TyiVg2TpibYSnF6FEN/HOjnXXWZG8wlINvdBjGlfN3HMJaq0voqj9MhHWHllA68MADeeCBB0in0yXbrV69mosuuohvf/vbO9yB7373u+y5557E43GmT5/OH/7wh5LtH3roIfbff3/i8ThTp05l2bJleceNMVx33XVMnDiRRCLBzJkzWb169Q73Z2hhhQkJDgqbEaMasLCDRLBMdJcK9lgqEODgMagmEDx2bbbtYzsaK2KwogoVtVBRJwgfiEUCMQpFLPDCxvrPiO1OIoGJxQPPcCwe9C0WDfodi0DMgZiDitjBD04ELIfgR8jycSzdrfpCUF3BylZmCMrahEtCoFDYymbEyAYUdnaRiR38yg1JjFFFNwZQLNfkyZPZa6+9yt5uv/32sq8l2jqwyV+WO2MsBbW2gzrbEeJWjPEj64nZVuDFVIaI0tiWxlEay9Zgh199K1NvUHVVJ7BUEEdq24ERa1vBoxNusWhg5EYDjTWxaDC7lQim8VU8glVjYSfAiWmiUY+I5ROxAq2yra5KMBlvbMr4dJgkHSpJ0niktRfU3M4Ze+a3IKoCozxq+0RiPnbcoBIWKhGBmghhNljQz4wRG412hZA54Zgsqyt0LHfL1GK0rOxnoRywHYNjB789EaWDz9WCmG0xafSI7EI8tgoW8bFyE7+6LbE+lDHb09YBQl/q6g55ZO+44w6+/vWv86UvfYlPfepTHHrooUyaNIl4PM62bdv4y1/+wu9//3vefPNNLrnkkh2u1fjggw9y+eWXc/fddzN9+nRuu+02Zs2axVtvvZUtmJvLCy+8wDnnnMPixYv59Kc/zf3338/s2bN59dVX+ehHPwrAzTffzO233869996bLbsza9Ys/vKXvwzKjOVibH8Vmky74MusjUv9iCDxKLM0bAadyXzU4d2dVng68xhcx9MKz3PwPY3tGnTaYKU1Ju1B0goSuGwrXGMxEGdlhbFKiUT/GrPa5IUWkEqG4QbpIIEi5QZZXCkPk/Iwrg4TxFRY9cDG01ZY0ivYdFjmK7t1u2TmM64fEWPTB25WXLfHUK5e4AH2IPDI9nbxgT333LPs94i29g87FhsblNwiXFDGtqI4doKIlSBuNRBRNdQykokjR5JwbGodRTycjs84AjLVV8J1RDGuj0p7geZEUoHRZgUxnMrXGN8PtDLjyTQaMtOxGU+ssoLjTuDdVfEIpDxUmKsQTfnEUj4RTwcrbYWj8Q2kfU27TtNkbaOTVgw+UauWBn8kjh/oHNlVF8FR4epjtk8k4hGJa+yEwoo7qLjT5QzIeJazrl8T9NsAxiMsJYPy3KD0VjINyTBUIpUOktnSXrBera8JV/ZGKYOtdOiNNcQtRa2jcGMOk+onsan1g6xvwFKduLne38xJwpreFNGZwa65ZpB4ZPtSV5UpoyLt73//ex588EGee+451q1bR2dnJ2PGjGHatGnMmjWLc889l5EjR+5wB6dPn85hhx2WXXpRa81uu+3GpZdeylVXXdWj/VlnnUV7ezu//vWvs/sOP/xwDj74YO6++26MMUyaNImvfvWrXHHFFQA0Nzczfvx4li5dytlnn71D/WppaQkTL2wYYAWFM/QQ4kyyl8oV3lpikUYcK8rIEePYa6/diFt1OCpOgx5FzESJK4fGSDRYfjATH+sYah1Nra2pc4IpmRrHoybqUhNLE4t7RBI+Th1BjGyNg6qLBDGymWD/RHhnnsjxgEaDqf6qkTFg0+lAPDOGbDIFyWRgxLYnIeli2tPoDhfd5uO3g9tukep0SKYidLgROjyHNs+hzbPp8CzaPEW7R7gZOj0/LMnl0Wy1kFYdeCZJUrfx1t/W0taxlaTbjK/T+LodY7yggkHQ0R4xWwNbVA3g09zcvEMLGGzbto1Ro0Zx+4HXELOiBdv899qfcPltVzNv3rw+6O/AZzho60DS1YKGbKbeacb0Uw5WWHXEtuI4dpyIlSBi11JnjyNOHfVmJB/fbwpjGxPURxWTEoF2Toi71DouddE0tbVpYnVu8cSoRM4MViQIM8C2esaWuuGSsikXOpOBhrV1QlsS09yJ35zG26pJNju0tMZpSsbYmo7yYdphW1qxJQVbkh5b/Da22R/Q7m/B4BOzGhjBOEabRkbFYoyOB5/DmCiMjHqMjnqMjCdprElS0+gSHQnWiAjWiJzY2GxORFgL17YwYU1FZXRXkpfnodJulwZDVodNWwrTlka3unithlSzTUd7jNZklFY3ysZkhHbP4v1ORWvasHrjVv7+7nu0qm20ms2kdBuu346rO/H8JL4Ozq91KmvUGnKChbvR/5pbnq4CXHbZZfz1/pf57MTjCx5/u30996cfZ/369RXu68CirGSvo446iqOOOqoiF06n07zyyitcffXV2X2WZTFz5kxWrVpV8D2rVq3K1ovMMGvWLB599FEIi6Jv3LiRmTNnZo83NjYyffp0Vq1atcOG7FDCGB+lLBoa42g8fOOisEmrcCrTQNR3wqdWNnA8rW3StkVSB2JaGy6HGE9HSHR6JNo8Yi0e0ZiHE09jJ9JYiQ5UwsZKhNP08Ui2aoHKZrGGmayOE1QrCKsXZEQvmFqyw2k3q+fvXUZrfC90I/so7WWTCHC9IEHC9YJqBa4beD9S6WAfQNLDdLpB5YJOH9Ops6vluMkI6bRNMh0Jlkx0HTrDqgXtnkWntujwoMOHDg86uxmxKZXGU6lgCVvjovFoaIzR3jn0p7i2R2ZhikL0909IfyPa2k/kxSfneDwzYQV0PbdUBMdOELPqaGAsDbqBEbEaRjbEiTmKiJXvkPS0wtU26bSNnfSDEAM8MAbL1aikCzUp6IxBPILK0UYiTv60eKY6C3TpWpisapJpTNqHtEF74PtW6INU2QVighm2IDY2baXo1E10pDfjaxcT80k6daR1Pb42XbNwJpM01rW0rPYUOq1RqaDyi3JcsJKBoerrwMiOOMGMXKb/2SSvHF3OeGEJDFnT6WE60uh2H7/N4LUHFWRcz8LTVjb7XoVVIWKOYszIera910DMj+LZwbkMGt94KJXO+9t1leLKnChnDm2QJ36ZEp7XgZbs1VdUbEGEcvnwww/xfZ/x48fn7R8/fjx/+9vfCr5n48aNBdtv3Lgxezyzr1ibQqRSKVKZjNDQczA00GjjobWHwaW5uQlbJXFUlHYrHSw5S5x2XUdcRYnbNnHLDsKebEXMVtSEc8FxBxKWIW5bxC0nqDVrOcRsn7jtE414QR3ZSIpIJIkT9bCjBitqsKNAWD/WilmoSBCCkHkMSsl01ZHNiyHrbv9lE1FDL6ang3qiflCf0Hg62HwThAikDSZt0GnwQ9tdpy0818JN27iuQ9pzSHk2KW2HjxZJ3yKpgxJbnb4m6Ws6fEXSN6R86PCCWrJJ36dTeyRVkqRK4ZKkg2Z8k8YzaXyTRFk+Wnto4w0jaelJJVf2EoozULR1UOhqrhGTzWjPTDUHS0wHhzy05eLrFJ5KoZUmgsOhExsYoV1qfUO9MuymUzQ6acbXtQVe2JEGZ0wMa0wdjK6HkY2YkQ2Y+kZMTU1lxtDehtq6DWfrNpxN20hsbqF+YxMj3neo92uIp2pRfhTXtWhNaUg6pCxDU2cznt+BqWmkQUWIOoY6K82YcJ56YsRjokoyrraNurEpopMiWBMaYPwIGDUCM3oUesSOzxKUxE2jWlpxmppwtjUT29pK7ZY2RnzQQvoDTbIlSl26jmYdBT9Gqx+sa944qYHn1nvhkuGp7OqKXXqbCTPIrWAw+I3XXGRlr340ZAcSixcv5oYbbuixv76+fsBmFBcOLVDZ0IKgjEocy3awlWbzhxuxsLCtGJZyiFp12ERwiFFr6omZGHEVIarswFi1LaJWkAMFELMUMcsQDRdJiFqGmGXClbwM0XB1ryDJQOPYGscKMnYdyw9W8nI0lhUujmAblE2wWcEjGWeIFY6nezWczLcyo0HGBDNGJkhK1X5m4SwVOGw9C60VnmuhtYXvByd0PSdY3cu3wlW+gpW9ktrC0ypc6SuzshektSLtG5J+UP4leO6T0jpIlFDpoAQPKTxSpE07vkmjjRcIK5pYjcb2YxjjhN4FkxNaYAZVaIExhtbW8gtXl1wQYeAOV+glg0FX83Q02yfVdSwUJktFsWwLR/lEbBecNlLG4b0OYAvgaOyIT2dDK3ZdChX3sevj0BgasGMaMWNGB6dvTQZbpamtR41wobMdWjvR8WY6XUOyuY5kew1tHVFaO6G53WULW/kw+SGu346uGUmt2UJDopOGJLTXBAZgZypJu9XKB47PttpaqBsF9XFMfSMYCz5sCraKYsGIkeBEUHjgtUGqGT/dSVvKprMtRkdLPe2uzaYOmzbXkKprwqaDiO+C72Mbi5gfRWeMV2Pn6Gn4mKO3A0Vre6urRlb26j9DdsyYMdi2zaZNm/L2b9q0iQkTJhR8z4QJE0q2zzxu2rSJiRMn5rU5+OCDi/bl6quvzptWa2lpYbfdduvlyPqZzJdXBcW6jXbxlcYYjVYWGo2tHIzR2FYEFwetPJIqRtIkiOgIER0h7tk4yiYaekqjlkXEDkp0RexgWUPHCsq7RDIlZ1RQssWxDA45FQ8gzPI3QfY/YFsmWBLACgIaMl83O7s0rSlavNtktSiYPjMG/PBRGwtfK/zwS6yNwtMWXk6tPU9nkrbC6b8wWN71wTVBoptrDGk/yD1wtcbVBldrUlrjGk0KF1elSVtp0nTgkcQzaTQerp/E4OEbD63d4LM3Lsb4mKxHYLjcK3choQXVYaBo66DXVWVlfyKVUljY2FYU24pgodAYPkz6xGybTseizbeAeuo744xPtZOoSRFr7MQZsxVr5D9Ro+tgRD2MaAiWdK2v70rg6i3tHaiWZmhqhq0t8GEr/gcduJs1rVtjbGmtYXMyzqakw6YkbE1pWnSSlNUeapLG1Z202W1sS0WJWQ5KBWP2dIJOz2ZseweNH7QTf68dZ+xm1Nh3YGQ9jGqExsbKjaO1BZpboKkVtrVitnTgb3FJfqjoaI+xqaWWVjfC+8kIrS5sTRla0j4ag6OieFYEbaJo38coBSaz7rkZ2uW3SoUWDBNh7TdDNhqNcsghh/DUU08xe/ZsyFmu7JJLLin4nhkzZvDUU08xf/787L4nnniCGTNmQFjeYcKECTz11FNZcW1paeGll14qme0bi8WIxWIVHmF/YzDGQwcZfRgV1KsMDFoXY2l8k0LhoG2PtIqRVO04KkKEOA4RHBMh6gXJWQ42jrKIKhtbgWNZOEphKxUUKwiNWNsCRwUrxNjhKjEWJq/Cih06WxVdz61cx0hoyOa+ppuxY7LTf8GX1WSKfedUYdCh4RRUFQgMVLLHDF543NeZeDDwtA7qxIbLOHrGxzUGDw8PH1e5uJaLT5o0SXxcfJMONu1i8PC0GyZzZQzYwPvaFVowTNSlGyVX9qp2Z4YwA0VbB7Ku7ljVgq44z9yC+woLHw9XpWjTLltTwZLWHT74JkKt69DuOdS0+NRucanfkCJR00Gkrg2ncRN2nYOqi6Jqo0GSVDxTWisalquyugxDQ16iFGSy/NNBompHGtOWwm928cMEqfa2GM2dcZrSUbamHba6FttSsCVp2OamabWaSPtt4YyQxtOdtNnbaNE1RFOJbKUGV9t0+Ala3AgjOxI0fpimfn2SeP0HRBo/wG4Mx1EXg5p4UL0gHstZmtbJF28/jJH1/GAMmbCTjnQwjvY0ujWN32Jw2xSdbRHaOutpS0docyN8mI7Q7ik+TAX5Cc1pj3Yd/B00Jq/kVvD3CoxXY1TJygRDoWrBYFrZqy/o19CCyy+/nDlz5nDooYfy8Y9/nNtuu4329nb+4z/+A4Dzzz+fXXbZhcWLF0OYoXfMMcdw6623cvLJJ/PAAw/w8ssv873vfQ/Cu+b58+ezaNEipkyZki0RM2nSpKygD226vorKaAgNV4POLqqoAYUTLJmqbGylcX3Qlo9WHr5y8HADQ1ZFcVVgyNrGwcHB0U5QKVUH1VIdZQdlWqwu49XK1lXNMWBDI1eFM3h2NnpA5RmxZI1alfO8i9wvZvfnBhOsghjeoZo8g7arsZ8tNWbwMfja4BsTFuzXaAye0fj4ePh4ysNTbvjaxSOFj4sOE7oyYQTG+PjGR+t02JdgnzEmx4gN4rWCv9QwUZkQLR7ZqiHa2hu6G7eFvYwGjY+Hh0vSuHR4DsbY+CZYWCatASIkfJsOz6bDdahNRqlpdYlv84gkPJwaFzvRjopbWHE7WCghEpbVshU5hV+7vjheaJilfUzKR3dodKfBa1ekOxySSYe2VJTWdJRWz6HJtWnxFE0paHGhzfPpNClSqgPfpIPcAjS+8fFI0WF10OFHiLrBuG1LhesyOLhGkdLBWOo60tS0pIl+6OEkOnBqO/LHEbXJejdyx5H1GuhsmUMgOw4/CekOm3TKoT0ZpdN1aHUjQaUY32ZbOlgevNU1JD1Dp/ZJGhdPudnlagtjBTFneX/joaM4kuzVC0P2E5/4BMcccwwLFy7M279t2zY+85nP8PTTT+/wuc466yw++OADrrvuOjZu3MjBBx/M8uXLswkF7777LlbOlMURRxzB/fffz7XXXss111zDlClTePTRR7N1DgGuvPJK2tvbufDCC2lqauKoo45i+fLlg67O4fbImKxZ74ExBRbSNmH1TgttvHAJhCAWx1gay9gYZWFZGqM9fFwsZWNbETyCAtNW+F/EURFsgtVsbGxs4wRTbdrCxsbSFjZWYMBCuDiAyoa72ipYSztjyFqorOc11zuS0b3thdBl7NKMMZtrxOqc54ERSbgcY/geupZn9I3BYPDx8TFoFTzzreBR4+GRJlgHxwuOmRQ69LBmDdis8drlhQ2S7fwg2SDrKy6gOAMwXqsvKBVaMISHvcOItvYDhYSmRBH94PsdaKVLirRK0a4jQa6pCZZD6XSCkKW4EybP2g616ShxxyPR6RNv8Yk5HtGITyQSLjLjeIED0zLB6lo5Cf/ZHAAv6Kv2FL5r43oOadcm6UZI+jadOeUBWz2Ldg9aPWhNQ6vr0abTtFttuKYD37hZw0/rNK7uIGl10GpiWF5m/A6+VrhG0eHbtHsWtU4wlppOn4TtEY94RCJBsq8TyRmHY0AVH0dmDIQ5C2nXxvVskp5DpxdWitFBpZgOX9HpQYsHKc/Q6mpSvqbDpEmrFC6pUJO9UGsL/Z0zHfF7/t0HeeKXKaGrw8UjW1YdWcIyLqNHj+bII4/kpz/9KbW1tRDGSk2aNAnfH/yxKJl6h/X1IwZMUkIxCicrZI5klERlvQsqXFZRZevOqpwVURzszBQaDpaysVRujFjGuFWoINggWLUqWBuMMIoMywQtbGyUyawhFhqu4fNsDzPFCnKN2R0ce65hSm7sbHh/bsIj2eeZdcjD177yw8xkg8bLelrCxRuz+zIGqzZdrzPeV4wfGKtZD2xXEpdBY3KKcgdKXsAbO8gM2UxSQrl1ZK/b5xtEi9SRXfrej7nq9uFbR5ZhoK0DSVezutlNMwnDCALsbLyobUWD1bzsGLaKELMbsFWUGHXUmUZiJkJMRaizHaKWRW1EhYmxQZJswgmX/7Y0MdsQC/MFopYOVk20dLBiYJg3QHiTH6zOBL7pKkHl6aAklWtUsBStUaR8RadvkdTQ6UNnWOO60zO0ez6tOkmb1UYbTXT6W+l0t5L2mgEfx64nHhlJwhlFLSOp08F3ul7FqXUi1DpBjfF4WMUmYUPCCVb8ituGaIFx2EpnP9pC48iMAYL8hqRv4RlFyrdIakXSV6R8SGpFKky0bXcNaa1p8z1SxqXNaiNFkhRtpHUbnk4GM2R+ULnA10GZmkCDM2EGOQm2GUL97W/tLVdXCWdSXv3Jy5wwdlbB4+92rmeZWS51ZAvx5JNP8oUvfIHDDz+cX/3qV71a0UboA/K8ssHXUmWTvwygAmMrDC8AH2WsbPwsysXHwlJ2NmM384NjKyeUfzs0frsMYpVZ9lZl1r5WwY8AqutcYaHxLiM2f6Wr7qteWSVi2MgxXrNDR4Mi62XIGKiERbBD0zXnk/Gz59HGJeOXNSY0esOQDB2WRTBGB2fUXpfnNSiRkPW+5r4318zON2ApmDk7HJBkr+0j2jowMWGegdEexrJwdQdaeWCBpRQpFSVqoqS9BFFl0+nbRCyLiBWUMYxYgSHrWDZRy2QTZB0yS4ObnNwBk6eGOrM2Vfgl8cParm5YH9bVhFVWggTVlE9YGlAHpQFJ0W610UkrKd1CWgeJXtkwJ+Pj+Z2kVAvKtjBWoF2eqSPpJuj0I8Rdi5htEbMVcTtI/o3aVrjyF0RV15K2OzIOHSbbEtarzU22dbUhrYPXaW1IaU3a13Rqn7Tx6VSdpK00nbQEnnHdgaeTQRhXVp+Hj6KUCtkaLh7ZXqUaTpw4kWeffZapU6dy2GGHsWLFisr3TBCEIUWm/FahbRj97pREtFUQhHIwFNfVgbREbV9Stkc246GLxWLcf//9LFq0iBNOOIGvf/3rfdE/YTsUjJUlM2XWLfkLsmt/B17DYCUvTFc2rlIKnQk9yIkV88LggKBdl7fWylk9JeOxJfx/ovKOkfO621KQ28ki3tHPgNwlCEMvCtkpfp3TRmePB+27PhMdelYJwwUy+03o0y3kge36PLt5Yekqs1UqnKD7GIYqpaoWCKKtA4asVqqsbgSzNUFZPxP+J9YqCDUylsYmSko5pFWaiInQ4cdw/K5KL5lyhY4KEsKssMpLJgnWUiqbAJsNC8vRhaDEINnnng6rrGS8ssbH14a0NqSNT8q4uMqj0+okTQdpOkmHS7j6fgqtvUxmAb52UVYapTuDcVnBKllplSSl6ug0cWJejKjvZMeS8TY7lsqrWGNlcyTyx5EZS24ybsbIyuaBGXD9/KoxaRN4YT38IB7WcknRjo9H2rSijY+nk3g6HVTpMX5Okm2OHg/hcoelqhYMF7kt25Dt7rK/9tpr+chHPsKcOXMq2S9BEIYYElpQGtFWQRDKpVTVAt8UKMYxBCnbkF27di1jx47N2/eZz3yG/fffn5dffrmSfRPKwJCf/d8VL5sbyK7A+DmJDpn//Tq8U7aCFVtKeFHJJorlrEmeLe6lur030y7H86pyk7oKR7aoElnDeWMucJetcwqO5BkG3Qpi53pbyfom8hcryHhec8+V790t4IHNfX/3mNiujhXsy1AnKHFWeKzD4xMojWjrQCPn+4/OJgr5aNCEiWBBaT1LBcmxrkpiKYeIimNjZ+tx28bG8R0cbCylcFB5lV2ssGxhsSS4TPUV6KrAEsT362ydax+Dq9J4KihJ5RIsme2ZTjwdLN/q+p34OigX2OWl9NB+Gg8rp1Qg+JaLZ6VIqhiOihEhRsQEC+Y4fpDk64RjCB7zSyoWGktmHAaTZ3wVKnvoK50di4eLSzKoImM6s55YMHjaRet0Ts5CZuGZ7ktBDk0y1XcKHhvaQ89StiG7xx57FNx/4IEHcuCBB1aiT4IgDEGGX+Xc8hBtFQShNwz3qob9uiCCUFlyPXsKle/5K+KdJS8+1c96WXNXzgqeZLykOZUGunlkodBdeL53taDHYQc9sCUpEgNVOHu1sNfW5O3v7nWl8B1+D+8rheVjmHphc9EaihWQkmQvoV/I08hwV97LzIxM1yqJSil8pUEFnkDLiqKUwlYOnkqhsEhbkaBKS6akIQ62ypQstIJShoSlCY2VV6awEDpnxshg0EpnSwhq5eWUDeyqde1rN6x3ncbX6eyS2b5OAW5X3L7x0aRRWuWVDPSNi607sFU0HEckKEEW1hS3cbDC8WTLLu7AOMh4uMnEGueUQlRd5Q99PDQe2rhovHDlRB0uRONhdBATq/Ex2u9WOcbL1/khXDFGh+tMFDs2HBBDVhCEquCZnGiWbgwTvRUEQagoJkz6K4RULRAGNUWrGWRQPdvmemnz3gtdS/zleE+DU6p8I8RQoqpbeZ7XUrGyRVdw6UGpdoWOdY9n1d2OdleG7XtfS79/+OAbsMSQFQYLRufonQ5rcFtggrqvAEbZaHwUFn5OVRdlBUt5ZxaXyVRxsZTTo/Y2qmtWa3ueTHLidXNrX+cu1gKmoMfShKsRgpez1FZQH1fh4+sUyvgYFVQtUCaCj42l7HA5cxsVLpKjwrEFdcJzxtJt0ZtiY8mf/cofSyYPIVhoJux3txre3Reg6Zm70LNyzFBFl1qidpgIqxiygiBUBWNK2PjDRHAFQRAqSgldHUIRFCURQ3aI090DWNRDG7bOXbKxoPewxDcjL9a2aKMd98pW5Eu4g3fjpT2lvVeJ4eyB7Y5vDJZULRAGAD1mrMj5PufGyubmEaiuKgY6rMOt0Khw6eDcZb8xYV3u0EvbdY5C9bdhx2ok5XhlQ13rXvc6t+Z1btyozsaMhpn96Bz9CryaSgXn9U24LLnxMcrGD8fkKQsLu0ctccIKNBUbS/i5dx/P9mt45+Qw5K2kmHO9Avoz2DVah9paiGL7hxoVyLIRBEHYPr4pvg0PuRUEQagspoSulhtUcf311wehLznb/vvv30c9rxzikR1mFLr7LOiVKHEGitU63K45onrUc60OvTSTyribHex39dWg5Mpe8vEJA46uavIG07U6Ipka3MFqXybjD8qpwV2o/nb2dc6sVF7FlxKezO76UrjmNd0y93V+vGjWS9k1Fx2MK5TmTI3x7OqPCt9YoZc5GJPZgXri5Y5lR8aTadMzDpaCsbDbrSIzhDAlYmF745A98MADefLJJ7OvHWfgm4kDv4eCIAwJJLRAEAShspgSC830JrTAcRwmTJhQgZ5VDwktEAShKmTqHRbaypXbwToFJgiCUEk0xXVVm8DQbWlpydtSqVTR861evZpJkyax1157ce655/Luu+9WdTy9QTyywg5Ni5cXflD8SjtMkfCFne9D75DQgZ1Hh2XQC9Gbz3cwToEJA4sei8hQeJGErraZNoWW+vaDcoSZ5b7pWY5QFQkrKL/fhRZvofCy2XmJT/lhBTknCcILKJTglgmh6LkwTvXGQ+9DCYZggld3iumqxtDa2kpjY2Pe/oULF3L99df3aD99+nSWLl3Kfvvtx4YNG7jhhhs4+uijeeONN6ivr++z/u8sovyCIFQF35TIZ+7F78pgnAITBEGoJNqUriNbX1/P+vXr8/bHYrGC7U888cTs84997GNMnz6dPfbYg5///OfMmzevsh2vIGLICjvEzt7Blgr+L3zByt0xD7W778GKrw2qyNJeBnBdl5aWlrz9sVisqOhmpsDi8TgzZsxg8eLF7L777n3Sd2HoU7IkF/nLfJProS24iEzuAjJ+zulyyxt2p5RHs1T+ea5ndTteygLeWIPpWtK8uwfadP9M/LwxZRbFKW8828ul77tFaYbib4ExgbYWQusgwbChoaFX5x4xYgT77rsva9as2cle9i0SIysIQlXIhBYU2gywbNkyGhsb87bFixcXPFdmCmz58uXcddddrF27lqOPPprW1taqj0sQBKG/MCV0tVjIwY7S1tbG22+/zcSJEyvW375APLJCVRiKd8JCefjGdF/QOIsxcNJJJ3Hffffl7R9qU2DCwKdg3CxFvHzdJpryda54ucHCM1TllSYsrqmlY0QLl78KPa/dD6kC7yni7ew5pkqNh9KxR9uZvRvqvz2mRHUCXebM5hVXXMEpp5zCHnvswfvvv8/ChQuxbZtzzjmnQr3tG8SQFQShKpQyZMEQiUSG/BSYIAhCJdElym+V65F97733OOecc9iyZQtjx47lqKOO4sUXX2Ts2LEV6m3fIIasIAhVQZtSVQt2jswU2Oc+97mdPJMgCMLgwZTwvJbrkX3ggQcq1KvqIoasIAhVwadEaEGZ5xqsU2DC4GLnVkIMjxUoJVjx6e4KTa/3CKsoeN7C4+qTKfwyDbGhHkZQCIPBL1p+a3gghqwgCFVBG41fRFrL/QEarFNggiAIlSRY2auwrhbbP9QQQ1YQhKrghXm0hSjXjzJYp8CEwc+O3nQVXGChD6m0N7LU+Yp7a/uG4ehp3VE0Bq+Irhbz1A41xJAVBKEqmLBQTLGjgiAIQnmU0tXieju0EENWEISqUNojK4asMLQYyv+nh/LYBhs61NZCFAvlGmqIISsIQlXwlVcw8QX5YRQEQegVRulAWwugVXm1fAcrYsgKglAVdAWrFgiCIAhdK3sVYnj4Y8WQLYjJrEddxWB2QRgs9Pb74eP1XAqp66wV6JkwkBFdFYTi9Pb7YdChtvZEF9k/1BBDtgCZ9drb2pr7uyuCMGBpbW2lsbFxh9t7ysMUCS3Y2TXBhYGP6KogbJ9ydVVj8IqEFvgSWjB8mTRpEuvXr6e+vh5V5Id3INHS0sJuu+3G+vXre73E50BGxjewMMbQ2trKpEmTynsfGi1VC4YtoqsDCxnfwKL3umqK6upwcRCIIVsAy7LYdddd+7sbZdPQ0DAovrC9RcY3cCjHY5DBxysqq5LsNfQRXR2YyPgGDr3RVYOPj1vwmIQWCIIgVBBfeZgijjgxZAVBEMpHK1O8agESWiAIglAxAlGVZC9BEIRKEQQWFDZYi4dyDS3EkB0CxGIxFi5cSCwW6++u9AkyvqGBb9yinlfxyAoDjaH+vZTxDQ2M0fimeGiBVfUeVR9lpBaKIAh9yLZt2xg1ahS7j5iFpQrfO29sfYk77/428+bNq3r/BEEQBiOXXXYZS+/5NaNqPlLweNLbhtP4LuvXr69636qJeGQFQagKwTTX8JjqEgRBqAalqhYUWxJ8qCGGrCAIVUEbr2gs7HARXEEQhEpi0OhioQVGqhYIgiBUDB+3qMEqMbKCIAjlI+W3xJAVBKFKaOOVMFjFkBUEQSiXINmrSPktMzzKbw2HhLZBh+u6fP3rX2fq1KnU1tYyadIkzj//fN5///2S77v++utRSuVt+++/f16bZDLJxRdfzOjRo6mrq+Mzn/kMmzZt6uMR9eS73/0ue+65J/F4nOnTp/OHP/yhZPuHHnqI/fffn3g8ztSpU1m2bFnecWMM1113HRMnTiSRSDBz5kxWr17dx6PoyeLFiznssMOor69n3LhxzJ49m7feeqvke5YuXdrj7xaPx/PaDJTx7QzG+CU2MWSFvkV0tSeiqwNjfDuDwZTQ1eERsiWG7ACko6ODV199lQULFvDqq6/yi1/8grfeeotTTz11u+898MAD2bBhQ3b7/e9/n3f8K1/5Cr/61a946KGHePbZZ3n//fc5/fTT+3A0PXnwwQe5/PLLWbhwIa+++ioHHXQQs2bNYvPmzQXbv/DCC5xzzjnMmzePP/7xj8yePZvZs2fzxhtvZNvcfPPN3H777dx999289NJL1NbWMmvWLJLJZBVHBs8++ywXX3wxL774Ik888QSu63L88cfT3t5e8n0NDQ15f7d169blHR8o49sZtPGKbuKRFfoa0dV8RFcHzvh2BmN0cW0dJgsiYIRBwR/+8AcDmHXr1hVts3DhQnPQQQcVPd7U1GQikYh56KGHsvv++te/GsCsWrWq4n0uxsc//nFz8cUXZ1/7vm8mTZpkFi9eXLD9mWeeaU4++eS8fdOnTzdf+MIXjDHGaK3NhAkTzC233JI93tTUZGKxmPnZz37WZ+PYETZv3mwA8+yzzxZts2TJEtPY2Fj0+EAe346wdetWA5gRtR81I+sOKrg5dp35wQ9+0N9dFYYZoquiqwNxfDvKl7/8ZROLjC2qq/WJfcyuu+7a393sc8QjO0hobm5GKcWIESNKtlu9ejWTJk1ir7324txzz+Xdd9/NHnvllVdwXZeZM2dm9+2///7svvvurFq1qk/7nyGdTvPKK6/k9cGyLGbOnFm0D6tWrcprDzBr1qxs+7Vr17Jx48a8No2NjUyfPr1q4ypGc3MzAKNGjSrZrq2tjT322IPddtuN0047jTfffDN7bCCPrxyMMRijC26C0B+IroquDsTxlUdxXR0u2iqG7CAgmUzy9a9/nXPOOYeGhoai7aZPn87SpUtZvnw5d911F2vXruXoo4+mtbUVgI0bNxKNRnuI9vjx49m4cWOfjwPgww8/xPd9xo8fv8N92LhxY8n2mcdyzlkNtNbMnz+fI488ko9+9KNF2+2333786Ec/4pe//CX33XcfWmuOOOII3nvvPRjA4ysX33hFN4mRFaqN6KroKgNwfOWiw2SvQpskewlV46c//Sl1dXXZ7bnnnssec12XM888E2MMd911V8nznHjiiZxxxhl87GMfY9asWSxbtoympiZ+/vOfV2EUQncuvvhi3njjDR544IGS7WbMmMH555/PwQcfzDHHHMMvfvELxo4dyz333FO1vlYDbdyimyyUIFQa0dWhiehqd3QJbZXyW0KVOPXUU5k+fXr29S677AI5Yrtu3Tqefvrpkl6DQowYMYJ9992XNWvWADBhwgTS6TRNTU153oNNmzYxYcKEio2nFGPGjMG27R4ZvaX6MGHChJLtM4+bNm1i4sSJeW0OPvjgPhjF9rnkkkv49a9/zcqVK9l1113Lem8kEmHatGl5fzcG2Ph6Q6lpLvHHCpVGdFV0NZehq6umqLYG5Q5V1ftUbcQjOwCor69nn332yW6JRCIrtqtXr+bJJ59k9OjRZZ+3ra2Nt99+O/slPeSQQ4hEIjz11FPZNm+99RbvvvsuM2bMqOiYihGNRjnkkEPy+qC15qmnnirahxkzZuS1B3jiiSey7SdPnsyECRPy2rS0tPDSSy9VbVwZjDFccsklPPLIIzz99NNMnjy57HP4vs+f//zn7N9tII1vZyhZtUBCC4QKI7oquprLUNXVYGWvwrpqhklogVQtGICk02lz6qmnml133dW89tprZsOGDdktlUpl233iE58wd9xxR/b1V7/6VbNixQqzdu1a8/zzz5uZM2eaMWPGmM2bN2fbfPGLXzS77767efrpp83LL79sZsyYYWbMmFHV8T3wwAMmFouZpUuXmr/85S/mwgsvNCNGjDAbN240xhjzuc99zlx11VXZ9s8//7xxHMf8f//f/2f++te/moULF5pIJGL+/Oc/Z9t8+9vfNiNGjDC//OUvzeuvv25OO+00M3nyZNPZ2VnVsV100UWmsbHRrFixIu/v1tHRkW3TfXw33HCDefzxx83bb79tXnnlFXP22WebeDxu3nzzzQE3vt6QqVoQcSaYaGRSwU2pmFQtEPoU0VXR1aGkqyasWmBZtUV11bHHDIuqBWLIDkDWrl1rwtnWHtszzzyTbbfHHnuYhQsXZl+fddZZZuLEiSYajZpddtnFnHXWWWbNmjV55+7s7DRf+tKXzMiRI01NTY35t3/7N7Nhw4aqjs8YY+644w6z++67m2g0aj7+8Y+bF198MXvsmGOOMXPmzMlr//Of/9zsu+++JhqNmgMPPND85je/yTuutTYLFiww48ePN7FYzHzyk580b731VtXGk6HY323JkiXZNt3HN3/+/OxnMX78eHPSSSeZV199Ne+8A2V8vaHLkB1nopEJBTelomLICn2K6Kro6lDSVZM1ZGuK6qpjjxoWhqwyki4sCEIfsm3bNkaNGoVtj0apwvFavt/M979/F/Pmzat6/wRBEAYjl112GXfc8X1su7bgcWNcJk6sZ/369VXvWzWRZC9BEKqCMW7RxAO5nxYEQegNfqitPTFStUAQBKFyBJm1xTJoxZAVBEEol5JVC4aJg0AMWUEQqoPxxJAVBEGoKCbU1kKHhkfVAjFkBUGoCgZfDFlBEISKokNt7YkZJgvNiCErCEKV0Bgz9ItzC4IgVI/ioQXDxUEgCyIIgtCn1NXVhc+KiWpQTecjH/lIFXslCIIwuAk005TQVs177/2zyr2qPlJ+SxCEPufee+9l7ty5gF0gvCCYFiu1hK0gCIKQj+u6RKPR0CfZ3S9pAJ9XXnmFf/mXf+mnHlYH8cgKA4If/vCHHH/88X1+neXLl3PwwQejtRhN1eS8884Ln3W/bw68CX/961/6oVeCMPQRbR26RCIRHn74YUAX0NagSsxQN2IRQ1YYCCSTSRYsWMDChQv7/FonnHACkUiEn/70p31+LaEL27Z5/PHHCwhuILb7779/P/ZOEIYmoq1Dn9NPPz18lnsDETgI3nlnbT/1qrqIISv0Ow8//DANDQ0ceeSRVbne3Llzuf3226tyLaGLwCukcgQ3ENuNGzf0c88EYWgi2jr0UUrx/PPPd1u9N3AQ7LHHHv3dvaoghqxQMX784x8zevRoUqlU3v7Zs2fzuc99ruj7HnjgAU455ZS8fcceeyzz58/vcZ4gzjJgzz33ZNGiRZx//vnU1dWxxx578Nhjj/HBBx9w2mmnUVdXx8c+9jFefvnlvPOccsopvPzyy7z99ts7OWKhXF577Y85YusDFuPHj+/vbgnCgEa0VSjFEUcckeMkCPR127at/d2tqiGGrFAxzjjjDHzf57HHHsvu27x5M7/5zW/4/Oc/X/R9v//97zn00EN7dc3vfOc7HHnkkfzxj3/k5JNP5nOf+xznn38+5513Hq+++ip77703559/ft4KJ7vvvjvjx4/nueee69U1hd5z0EEHhYIbJHi1tbX0d5cEYcAj2ipsj7///a0cb6zFiBEj+rtLVUMMWaFiJBIJ/v3f/50lS5Zk9913333svvvuHHvssQXf09TURHNzM5MmTerVNU866SS+8IUvMGXKFK677jpaWlo47LDDOOOMM9h33335+te/zl//+lc2bdqU975Jkyaxbt26Xl1T2DnWr38XwiSU2tra/u6OIAx4RFuF7TFlypRsRZhksqO/u1NVZEEEoaJccMEFHHbYYfzzn/9kl112YenSpcydOxelChfC7+zsBCAej/fqeh/72MeyzzNT1FOnTu2xb/PmzUyYMCG7P5FI0NExvL7sA4Vdd9112KwBLgiVQrRV2B7DtYShGLJCRZk2bRoHHXQQP/7xjzn++ON58803+c1vflO0/ejRo1FKsW3btu2e2/d7LsMXiUSyzzOCXmhf95IwW7duZezYsTs4KkEQhP5FtFUQCiOhBULF+c///E+WLl3KkiVLmDlzJrvttlvRttFolAMOOIC//KVnHdHuU1b/+Mc/KtK/ZDLJ22+/zbRp0ypyPkEQhGog2ioIPRFDVqg4//7v/857773H97///ZKJCBlmzZrF73//+x77f/nLX/KLX/yCt99+m//3//4ff/nLX1i3bh3//OfOLbn34osvEovFmDFjxk6dRxAEoZqItgpCT8SQFSpOY2Mjn/nMZ6irq2P27NnbbT9v3jyWLVtGc3Nz3v6TTz6Zm2++mQMOOICVK1fyP//zP/zhD3/gJz/5yU7172c/+xnnnnsuNTU1O3UeQRCEaiLaKgg9UUayLoQ+4JOf/CQHHnjgDhfHPuOMM/iXf/kXrr76aghrHR588MHcdtttFe3Xhx9+yH777cfLL7/M5MmTK3puQRCEvka0VRDyEY+sUFG2bdvGI488wooVK7j44ot3+H233HILdXV1fdo3gHfeeYf/+Z//EaEVBGFQIdoqCIWRqgVCRZk2bRrbtm3jpptuYr/99tvh9+25555ceumlfdo3gEMPPbTXBcIFQRD6C9FWQSiMhBYIgiAIgiAIgxIJLRAEQRAEQRAGJWLICoIgCIIgCIMSMWQFQRAEQRCEQYkYsoIgCIIgCMKgRAxZQRAEQRAEYVAihqwgCIIgCIIwKBFDVhAEQRAEQRiUiCErCIIgCIIgDErEkBUEQRAEQRAGJWLICoIgCIIgCIMSMWQFQRAEQRCEQYkYsoIgCIIgCMKgRAxZQRAEQRAEYVAihqwgCIIgCIIwKBFDVhAEQRAEQRiUiCErCIIgCIIgDErEkBUEQRAEQRAGJWLICoIgCIIgCIMSMWQFQRAEQRCEQYkYsoIgCIIgCMKgRAxZQRCqiu/7fGvxhaxZs6a/uyIIgjBkeP755/n+97/W392oOsoYY/q7E4IgDB9+9KOrmDfvJk455Qgee+z5/u6OIAjCoCedTnPggXvx9tvv83//938ccsgh/d2lqiEeWUEQqkZHRwfXXfdDvnPbJaxY8RorV67s7y4JgiAMeu66+woiEYevXH4mV3ztAoaTj9Lp7w4IgjB8+K/vfJmJE0dz8cX/RmtrJ1+94gu89OKbWJbcUwuCIPSG5uZmvnnjvfzwR1dx9NFT2XfKuSxbtoyTTz65v7tWFeTXQxCEqrB582Zuvuln3HTzF7Esi/nzP8uG9z/k5z//eX93TRAEYdDyrcVf4qNT9+Lkkw+nsbGOaxecz5VXXoznef3dtaoghqwgCFXhxhu/yDHHHMwxxxwMQE1NnBtu+DzXXHM5qVSqv7snCIIw6Fi/fj133P6/3HTTF1FKAfCFL5xKKuXyox9d3d/dqwqS7CUIQp/z97//nYMOmsof/u8eDjhgz+x+3/c59JALmTP3BL56+Xf7tY+CIAiDjTlzTiCddrnvpwvy9j/80Aq+8pU7Wb16HbW1tf3Wv2oghqwgCH3O6af/K2PGNHLX3V/tcWz58j/wufMW8fbb6xg5cmS/9E8QBGGw8ac//YnDD/84b7x5L3vuOSHvmDGGo466hBNO+DjXL1zSb32sBhJaIAhCn9Lc3MwjjzzH1decV/D4rFmHsddeE/nlL39Z9b4JgiAMVpYsXcTZZ3+ihxELoJTi6qvPY+mS3/ZL36qJVC0QBKFP0VoDMHpkHYTPc1HAqFEN+L7fD70TBEEYnBg9iVGjNhbUVULN9f1I1ftVbcSQFQShOng+FMuilQgnQRCE8tG6uK4OE+eAGLKCIFQH3y8urGLICoIglI8xxXW1iKd2qCGGrCAI1UHr4sIqhqwgCEL5GFNcV8WQFQRBqCCeJ6EFgiAIlURCC6RqgVAe77zzDkopli5d2ifn33PPPZk7d+6AP6dQPsr3im5iyArDGdFVobcoo4trqxZDVhCEPmTDhg1cddVVHHfccdTX16OUYsWKFf3drb7D98OErwKbGLKCIFSQJ598kk984hM0NjZSX1/PIYccwoMPPtjf3ao82hTXVV9CCwSh6rz11ltY1vC4v3rrrbe46aabmDJlClOnTmXVqlX93aW+pVSMrCAIfcZw0lWAJUuWMG/ePD71qU/xrW99C9u2eeutt1i/fn1/d63ySIysGLLCwCIWi/V3F6rGIYccwpYtWxg1ahQPP/wwZ5xxRn93qW/xvWArhHhkBaHPGE66+s4773DxxRdz6aWX8t///d/93Z2+x+jiuiqhBcJA5frrr0cpxd///nfOO+88GhsbGTt2LAsWLMAYw/r16znttNNoaGhgwoQJ3HrrrXnv37x5M/PmzWP8+PHE43EOOugg7r333h7XaWpqYu7cuTQ2NjJixAjmzJlDU1NTwT797W9/47Of/SyjRo0iHo9z6KGH8thjj5U9tu5xV0uXLkUpxfPPP8/ll1/O2LFjqa2t5d/+7d/44IMP8t5rjGHRokXsuuuu1NTUcNxxx/Hmm28WvE5TUxPz589nt912IxaLsc8++3DTTTdli/cbYzjuuOMYO3Ysmzdvzr4vnU4zdepU9t57b9rb28seXy719fWMGjVqp84xqPC0hBYIAxbR1aGhq3fffTe+73PjjTcC0NbWhhnK+qJL6OowCS0QQ3YQc9ZZZ6G15tvf/jbTp09n0aJF3HbbbXzqU59il1124aabbmKfffbhiiuuYOXKlQB0dnZy7LHH8pOf/IRzzz2XW265hcbGRubOnZt392qM4bTTTuMnP/kJ5513HosWLeK9995jzpw5Pfrx5ptvcvjhh/PXv/6Vq666iltvvZXa2lpmz57NI488UpGxXnrppfzpT39i4cKFXHTRRfzqV7/ikksuyWtz3XXXsWDBAg466CBuueUW9tprL44//vgewtjR0cExxxzDfffdx/nnn8/tt9/OkUceydVXX83ll18O4fJ+P/rRj0gmk3zxi1/MvnfhwoW8+eabLFmyhNraWgBc1+XDDz/coU0Pk6megmRCCwptQ/mHRhhUiK4Obl198skn2X///Vm2bBm77ror9fX1jB49mgULFgxN/TXb0dbhgBEGHQsXLjSAufDCC7P7PM8zu+66q1FKmW9/+9vZ/du2bTOJRMLMmTPHGGPMbbfdZgBz3333Zduk02kzY8YMU1dXZ1paWowxxjz66KMGMDfffHPeNY4++mgDmCVLlmT3f/KTnzRTp041yWQyu09rbY444ggzZcqUssa2xx57ZPtqjDFLliwxgJk5c6bRWmf3f+UrXzG2bZumpiZjjDGbN2820WjUnHzyyXntrrnmGgPknfOb3/ymqa2tNX//+9/zrn3VVVcZ27bNu+++m913zz33ZD+vF1980di2bebPn5/3vmeeecaEcrLdbe3atQXH/dBDDxnAPPPMM2V9XoOBrVu3GsC0vnqH0X/7XsHt+CMPMD/4wQ/6u6vCMEZ0dWjoakNDgxk5cqSJxWJmwYIF5uGHHzb//u//bgBz1VVXlfW5DXS+/OUvm69+/viiuvr8z75udt111/7uZp8jHtlBzH/+539mn9u2zaGHHooxhnnz5mX3jxgxgv32249//OMfACxbtowJEyZwzjnnZNtEIhG+/OUv09bWxrPPPptt5zgOF110Ud41Lr300rw+bN26laeffpozzzyT1tbW7B3yli1bmDVrFqtXr+af//znTo/1wgsvRCmVfX300Ufj+z7r1q2D8C48nU5z6aWX5rWbP39+j3M99NBDHH300YwcOTLvrn7mzJn4vp/1smSuO2vWLC699FI+97nPsffee/Otb30r73wHHXQQTzzxxA5tEyZM2OnPYtCSWdmr0CYeWWGAILo6uHW1ra2Nbdu2ccMNN3DjjTfymc98hp/+9KeccMIJ/Pd//zetra07/bkNKIwurqvDxCMryV6DmN133z3vdWNjI/F4nDFjxvTYv2XLFgDWrVvHlClTemSwfuQjH8kezzxOnDiRurq6vHb77bdf3us1a9ZgjGHBggUsWLCgYD83b97MLrvs0utxUmCsI0eOBGDbtm15/Z4yZUpeu7Fjx2bbZli9ejWvv/46Y8eOLdrfXH74wx+y9957s3r1al544QUSiUSPvsycObPXYxs2DKepLmHQIro6uHU1kUjQ3t6ed1MBcM4557B8+XL++Mc/8q//+q9ln3fAIlULxJAdzNi2vUP7CGOz+oJMzNEVV1zBrFmzCrbZZ599dvo6lRyX1ppPfepTXHnllQWP77vvvnmvV6xYQSqVAuDPf/4zM2bMyDueTqfZunXrDl177NixRccy5MnUkS2EeGSFAYLo6uDW1UmTJrF69WrGjx+f12bcuHGQY6QPGTJ1ZAsxTJK9xJAdZuyxxx68/vrraK3zvAd/+9vfssczj0899RRtbW153oO33nor73x77bUXhNNo/emVzPR79erV2T4BfPDBBz2Ea++996atrW2H+rthwwYuvfRSjj/+eKLRaPaHJXM9gBdeeIHjjjtuh/q5du1a9txzzzJGNoTITHcVQgxZYRAjujpwdPWQQw7Jhl7k9vn999+H0OgdUhhTXFeHiUdWYmSHGSeddBIbN27MW+HE8zzuuOMO6urqOOaYY7LtPM/jrrvuyrbzfZ877rgj73zjxo3j2GOP5Z577mHDhg09rte9lEtfMXPmTCKRCHfccUeeN+G2227r0fbMM89k1apVPP744z2ONTU14eWsW33BBRegteaHP/wh3/ve93Ach3nz5uVdQ2JkdxCpWiAMUURXB46unnXWWRCGLmTQWrNkyRJGjRrFIYccUqFPZ4CQCS0YxlULxCM7zLjwwgu55557mDt3Lq+88gp77rknDz/8MM8//zy33XYb9fX1AJxyyikceeSRXHXVVbzzzjsccMAB/OIXv6C5ubnHOb/73e9y1FFHMXXqVC644AL22msvNm3axKpVq3jvvff405/+1OfjGjt2LFdccQWLFy/m05/+NCeddBJ//OMf+e1vf9sjtu1rX/sajz32GJ/+9KeZO3cuhxxyCO3t7fz5z3/m4Ycf5p133mHMmDEsWbKE3/zmNyxdupRdd90VgDvuuIPzzjuPu+66iy996UuwkzGyixYtgrDUDsBPfvITfv/73wNw7bXX7tRnMuDI1JEthNixwiBGdHXg6Oppp53GJz/5SRYvXsyHH37IQQcdxKOPPsrvf/977rnnnqG3OIQuoasSWiAMRRKJBCtWrOCqq67i3nvvpaWlhf32248lS5bkFcy2LIvHHnuM+fPnc99996GU4tRTT+XWW29l2rRpeec84IADePnll7nhhhtYunQpW7ZsYdy4cUybNo3rrruuamNbtGgR8Xicu+++m2eeeYbp06fzu9/9jpNPPjmvXU1NDc8++yzf+ta3eOihh/jxj39MQ0MD++67LzfccAONjY289957fOUrX+GUU07Jq/F47rnn8r//+79ceeWVnHjiiUyePHmn+tw9keNHP/pR9vnQM2QlRlYYmoiuDhxdVUrx6KOPcu211/Lggw+ydOlS9ttvP+677z7OPffcnfosBiQlY2SHx8peygzpJS8EQehvtm3bxqhRo2hdvpDaRLRgmxOuWMKZX7gqr8SRIAiCUJzLLruMyOZXueWiEwseX/XGu5y1+DesX7++6n2rJuKRFQShOohHVhAEobKIR1YMWaE6bNy4seTxRCJBY2Nj1foj9AMly29VuzOCMPgRXRUkRlYMWaFKTJw4seTxOXPmsHTp0qr1R+gHpPyWIFQU0VVBym+JIStUiSeeeKLk8UmTJlWtL0I/oU2wFULsWEEoG9FVAUNxXS22vwQrV67klltu4ZVXXmHDhg088sgjzJ49O3t87ty53HvvvXnvmTVrFsuXLy+/7xVCDFmhKsgSroLEyApCZRFdFSodWtDe3s5BBx3E5z//eU4//fSCbU444QSWLFmSfd3fJc3EkBUEoTp4OtgKIYasIAhC+WhTXFd7YcieeOKJnHhi4SoIGWKx2IBa3EcM2QJorXn//fepr69HKdXf3RGEAYUxhtbWViZNmpS3HOd2GUYrzQg9EV0VhOL0WlczK3sVO9YHrFixgnHjxjFy5Eg+8YlPsGjRIkaPHt0n19oRxJAtwPvvv89uu+3W390QhAHN+vXrsyvz7BC+Ke4hEI/skEd0VRC2T9m6akroqq8xxtDS0pK3OxaL9Toc4IQTTuD0009n8uTJvP3221xzzTWceOKJrFq1Ctu2e3XOnUUM2QJklhMECxDPgSDkYwCd8z3ZQTwfvCKeBjFkhzyiq4JQil7qask6sprW1tYeJdgWLlzI9ddf36tenn322dnnU6dO5WMf+xh77703K1as4JOf/GSvzrmziCFbgK5pLyWCKwhFKHt62EjVguGM6KogbJ/ydbVEdQJjqK+v77GyVyWTs/baay/GjBnDmjVr+s2QLSMQQxAEYSfIJHsV2sr0yK5cuZJTTjmFSZMmZddWz2Xu3LkopfK2E044ocIDEgRB6GcyyV5FNqUUDQ0NeVslDdn33nuPLVu2bLemcV8iHllBEKqC8TWmSCxXuZEFg7FEjCAIQsUxpriu9qKObFtbG2vWrMm+Xrt2La+99hqjRo1i1KhR3HDDDXzmM59hwoQJvP3221x55ZXss88+zJo1a6eGsTOIISsIQnUotSBCmQzGEjGCIAgVp2TIVvl6+/LLL3PcccdlX19++eUQrhJ311138frrr3PvvffS1NTEpEmTOP744/nmN7/Zr44CMWQFQagOnga7SHZthQzcXAZaiRhBEISKU6qObLH9JTj22GMxJQzgxx9/vOxz9jViyAqCUBWMpzHFDFljcF23YmViBmKJGEEQhEpjdKCtBY/5wyOLVpK9BEGoDpnQgkIbsGzZMhobG/O2xYsX9+pSZ599NqeeeipTp05l9uzZ/PrXv+b//u//WLFiRYUHJQiC0I+YEro6TMoaikdWEITq4JdaohZOOukk7rvvvrzdlYq7GgglYgRBECpOySVqxZAVBEGoGMY3xae6jCESidDQ0NAn1x4IJWIEQRAqjikeQjBcQgvEkBUEoTp4GqziHtlyGIwlYgRBECpOSY9s+cleg5F+jZFdvHgxhx12GPX19YwbN47Zs2fz1ltvbfd9Dz30EPvvvz/xeJypU6eybNmyvOPGGK677jomTpxIIpFg5syZrF69ug9HIgjC9jC6+FauIfvyyy8zbdo0pk2bBmGJmGnTpnHddddh2zavv/46p556Kvvuuy/z5s3jkEMO4bnnnhsWtWRFVwVhGGEqp6uDlX41ZJ999lkuvvhiXnzxRZ544glc1+X444+nvb296HteeOEFzjnnHObNm8cf//hHZs+ezezZs3njjTeybW6++WZuv/127r77bl566SVqa2uZNWsWyWSySiMTBKEHnim+lZmUkCkR031bunQpiUSCxx9/nM2bN5NOp3nnnXf43ve+x/jx4/tsaAMJ0VVBGEaYErrq93fnqoMypQqGVZkPPviAcePG8eyzz/Kv//qvBducddZZtLe38+tf/zq77/DDD+fggw/m7rvvxhjDpEmT+OpXv8oVV1wBQHNzM+PHj2fp0qWcffbZ2+1HS0sLjY2NgC1rggtCDwzg09zcvEMxrdu2bWPUqFFs/erZ1EYjBduc/MCTnP2NbzJv3rw+6O/wRnRVEAYD5ekqwGWXXYb90pN8+xOHFDz+4nsfcO4zb7B+/foK93VgMaDKbzU3NwMwatSoom1WrVrFzJkz8/bNmjWLVatWQRgrt3Hjxrw2jY2NTJ8+PdumO6lUipaWlrxNEIQKY0psQp8huioIQxjR1YFjyGqtmT9/PkceeSQf/ehHi7bbuHFjjynC8ePHs3HjxuzxzL5ibbqzePHivNqVu+22WwVGJAhCLsYD45mC23AS3WoiuioIQxxdWFONV6JKzBBjwBiyF198MW+88QYPPPBA1a999dVX09zcnN2GuhteEPoD42eM2Z4bwyO5tuqIrgrC0MaY4rpqvP7uXXUYEOW3LrnkEn7961+zcuVKdt1115JtJ0yYwKZNm/L2bdq0iQkTJmSPZ/bl1ozctGkTBx98cMFz9nYZTEEQdpxsJq1QFURXBWEYYEro6vBwyPavR9YYwyWXXMIjjzzC008/zeTJk7f7nhkzZvDUU0/l7XviiSeYMWMGAJMnT2bChAl5bVpaWnjppZeybQRBqD7GL7ENE8GtBqKrgjB8MLqErg4Tx0G/emQvvvhi7r//fn75y19SX1+fjbVqbGwkkUgAcP7557PLLrtk11y/7LLLOOaYY7j11ls5+eSTeeCBB3j55Zf53ve+B4BSivnz57No0SKmTJnC5MmTWbBgAZMmTWL27Nn9OFpBGN4YD0yxZHUxZCuG6KogDCN08RACCS2oAnfddReENSFzWbJkCXPnzgXg3XffxbK6HMdHHHEE999/P9deey3XXHMNU6ZM4dFHH81LZLjyyitpb2/nwgsvpKmpiaOOOorly5cTj8erNjZBEPIpGVoghmzFEF0VhOGDobiuDpeZrgFVR3agIPUOBaEUvasju+FzZ1MbKVxHdvbjT/LvN0gd2aGM6KoglKJ3dWR5+kkWfbxwHdmXNn/Af7w29OvIDohkL0EQhj7aV2iriAEjt9OCIAhlY0ygrQWPFdk/1BBDVhCEqiChBYIgCJXFlKhaMFzm28WQFQShKmitinsOimaBCYIgCEUxJXTVr3pv+gUxZAVBqAraV2hVRHCr3htBEITBj9HFQwu0Hh4OAjFkBUGoCtq30KpI6WrxyAqCIJSNMQrtF9ZVrQfM4q19SlmGrNaaZ599lueee45169bR0dHB2LFjmTZtGjNnzpS1tAVBKIoxJWK2hrlLVrRVEITeILq6gyt7dXZ2smjRInbbbTdOOukkfvvb39LU1IRt26xZs4aFCxcyefJkTjrpJF588cW+77UgCIMO7Vv4RbZhorc9EG0VBGFnMEYV1VVfQgu62HfffZkxYwbf//73+dSnPkWkQC3IdevWcf/993P22WfzjW98gwsuuKAv+isIwiBFa1U0Zmu4ZNd2R7RVEISdwZgSuiqGbBe/+93v+MhHPlKyzR577MHVV1/NFVdcwbvvvlup/gmCMEQwRpWoTjA8BLc7oq2CIOwsxXR1uFSD2SFDdntCm0skEmHvvffemT4JgjAE8X0Lv0iy13D1yIq2CoKwM2gdhBYUOzYc6FXVgmQyyeuvv87mzZvROr8S76mnnlqpvgn9iOpjD5np46jIwd7/oYivVdGYreHiOdgeoq0Dn0prSykt6Wsdqwbb08pKjnE46rIxFNVViZEtwvLlyzn//PP58MMPexxTSuH7w6QCryAIZVE6tEAQbRUEoVwMErJVdpGxSy+9lDPOOIMNGzagtc7bRGgFQSiGbyx8XXgbfn6Unoi2CoJQLsaooroqHtkibNq0icsvv5zx48f3TY+EqrBD0zlFVmHaaYwpef0dnR7a7hj6ov9hMGcl+j/c8I3CH+ZJCaUQbR14lNSY7epLrp9IF26yHS0sfQ2r+HkLXGf75+sWrL7D+lmiH9sbX8nr7MDnl3Mdivy9hroem1BbC6GHia6W7ZH97Gc/y4oVK/qmN4IgDFm0UUU3QbRVEITyMSV0VQ+T0IKyPbJ33nknZ5xxBs899xxTp07tUffwy1/+ciX7J1SAonfEPe6Ee97X9EliQ94pe95pq2430Jk76oJ9yRtD3/a/Z9/Zof7nvX8Yo7XCL+J9Ga5VC3IRbR0Y7JhedmlNj/YFK3PYXU9NoBldelLM22jln3975805N931ppB0hju3144dGmPP8QGYrBgWGmORz7DUOE3+ebJ97/455ghK7rmHogbrEslevalasHLlSm655RZeeeUVNmzYwCOPPMLs2bOzx40xLFy4kO9///s0NTVx5JFHctdddzFlypSdGsfOULYh+7Of/Yzf/e53xONxVqxYgcr5ciulRGwFQSiIbyx8U6T81jDxHJRCtFUQhHIxqKK62pvZrvb2dg466CA+//nPc/rpp/c4fvPNN3P77bdz7733MnnyZBYsWMCsWbP4y1/+Qjwe79UYdpayDdlvfOMb3HDDDVx11VVYVtmRCUKV6HkHXdz72vOOP+dYqTvvHaJbkkr2jjrzaPf0IuTeXXePscqOo5u3okD/d77v3fqf5w3o2f+i3oEC4xiKnoHtUXJNcEG0tZ8pPeNTzDtqddMZO3xbsXrJOtQHP9QNndWQHjNPyso5f5d27dC56em9LPb+zAhNkfb579nBfuT1QYNRRcZHt8+w+OfXfXzGZCbOdXid4L2FfkO6xlrACz3YKaGrvdHbE088kRNPPLHI+Qy33XYb1157LaeddhoAP/7xjxk/fjyPPvooZ599dvkXrABlq2U6neass84SoRUEoSw8YxXdhtDPSq8RbRUEoVw0qqiu+lgYY2hpacnbUqlUr661du1aNm7cyMyZM7P7GhsbmT59OqtWrargqMqjbI/snDlzePDBB7nmmmv6pkdCrynthd0Rj4Kdfa56eBoKezmL3jkXeA46+9qEd8vBXbaf3a+yd9GqQAxZoTHkeyyUslA9+lrMQ9tzX3evhOnmQc7tf/ZY2P+i3gEAlR+/NRy9s76mRIxseVNggzGOa3uItg4QiulmqDdkdcPO6o0qoKeltNEYD2N0VkcMbp56K2WhVCQ8txO+zp1F66ZbmfPk6FUhD2sxL2r3/hV/n5XXl9L90OhwnCg/z0Ocq9lWOL7u5y78uek8Lc7qcPffEKMxmb51096hxvZiZFtbW2lsbMzbv3DhQq6//vqyr7Vx40aAHpVVxo8fnz3WH5RtyPq+z80338zjjz/Oxz72sR4JCf/1X/9Vyf4JgjBEKFl+q8xz9WUc18qVK8vsTcCee+7J7rvv3qv3ItoqCEIvMCV01TdQX1/P+vXr8/bHYrEq9a6LvtTVsg3ZP//5z0ybNg2AN954o1cdEypPcW9sOR6FrjtiVeTOWyk7747ZKhCdort7L00Y05Rzt979zj3TVhsP8DHo7J11XmxrNy9sV1+dkn1XqnBsV/f+a3p6k43x8zyw+f0PPSuqhIc51zuADv423eK2hoNXtpKltvoyjmvOnDll90cpxfz583cqIUu0tfqUrmpi5c3+KOX00EylHCwV/IwqZYXexS6NLKQvxmi0ccNHD609jHGys1S557ataPacds51Mo+5mtT93HTzsHb3FGc03XTTvGKe3K5xB30p1Q+t3WBs2fF5GBWcu+tzCsZjKQfLclBYWFakqCYHffOzXt5CGpyJzzV4qOzsWc86t0NpRsyUSOoyKJRSNDQ0VORaEyZMgLDm9cSJE7P7N23axMEHH1zyvX2pq2Ubss8880zZnRGqSI4BW2wKPiMkmX2FhCR4beeItI2VO22GXdCIzaDRmJygfE2XwBp8tPbyBC/XkDWhAHY3CsmZcsv037KCH5JcsQ/GFMkT3u59p4gRTq5w4uf8QATGbGYMfti/3B+krJGeI9qFjPIgZEIPyWmuUpReEAFc16WlpSVvfywWK9t7sL04ru0ZsmvXri3repVCtLWfKXrzT3ij3KU7thXNaqdjxbKGnq1i+UZnN53M6KBvXHyTwtNpfJ0K9NB4wdVDPbatGI4VxVYxHCuGTSQ8Hj5ihTob6JNPRptCTe2WaKtyjHBCTc+Qe7Oe+76M4amyvxsRbOVgEwkM9uDXIjs2Q3B9z6TwdbB5OoWv09nxKWWFBnowjogdx1IRHBV8jplx5n5mBj/UXB/fpLIanPn98HU6/L3Q2esYwusVCjMYQtpb2iNb2WowkydPZsKECTz11FNZw7WlpYWXXnqJiy66qOR7+1JXyzZki7Fu3TpuueUW7rzzzkqdUtgBemb05xhneV7W/HgrK+fRsWKBcKoYtoqEYhXBxsEKRcVWESxsLGOF4pUvYrlkBE2HRpy2ND4u2vhoXHy8UGy7BF3rQHQ8ncoRpoy4h56KnDv5XLG3VfCYK7KWimATjENh4ZhIVsAzfaeERzbbf6XxlJsV6GAcwWOmr9q4eDqd9RYUNmrd0POhwfjB3ylHVIdkNm03SocWKJYtW9ZDDHsTyzVQ47h6i2hrP5H1wpI1Yq3QQ5qrOxErkdVMhxgKi4iKY5nAKMuNIzVofOXiqhRp04FrOnB1J57fmTXULCtCxEoQsRJErTqiqoaoSWQNPAcH2zjZ82ml8ZSHj4trpQJtDXXWGD9rsNoEzgmFhaXsnv0ybuBkyNHAzPsVVlZPIyYwqiNEs78Hmfae8vCVR8rqwLU6SJtO0rotNGjT2fE5VhTHqgEgZtURIUFExbGNk2fIZnTYVx6uSQbXIBijqzvQlhecWzlZ7UXn+18NXqi5QxNd4ZW92traWLNmTfb12rVree211xg1ahS777478+fPZ9GiRUyZMiUbtjVp0qS8HIVqU7Yhe9xxx+XVN8ywYcMGNmzYIGLbX3T7mwSGUWjAFjEAM57XqFWHo2LhFidiYjjEcHCImCgAtrZxsLGxCf2cKBU8dkdjMMZk7qPRGDx8fOXjqjQeHp5K4VopPJPEMyk8K8iidHVnVph8nUaFHtoAK+x7NM9bEbFqgr4TIxL23w777hgb2zg4dAmug1Wy7wC+CczxQDh1IKS4eMrDVSlclcJTKTzCMehU1iD3dCoQYO2hjRUY5MHoMCYIN8gvQq6GlIegGKZEaIEBTjrpJO677768/f0RywXw85//nNmzZxONBv//33vvPSZNmpStKNDR0cGdd97JlVdeWbFrirZWj1IhBV3H8hOSLCua1Z6IlcC2YkRVgrjVGBh5xiFCDMc4RHUsq5cZvSHUFR+flErTqTrpsFpIqTbSqg0v9DTaVoyYVUdcNVBjGkjoBHETJxYa1TYKR2W8oAbfaDwMrvFJkcZVLq5K4+OhlZ+9cc8YwBYWtrbzPalKhxrt4ZHxaOrs+20cHOMQMRFiJkoEh4iysJWV1VGNwTU67IdLh9VOUrXTaTeTstpwdWd2fJnPDSBu6oibGhI6TgQHOyf0K/N5pfFIq1Sgv6TwLY+UasUzKdJWJ8pvwzeBURt2Bj8n8U1ljfPif+/B6kQwFNdV3Yshvfzyyxx33HHZ15dffjmEoQFLly7lyiuvpL29nQsvvJCmpiaOOuooli9fvkM1ZPtKV8s2ZLvHQfi+zz/+8Q/WrFnD0qVLyz2d0EsKC3H3mK5Il+e1gCch8zyuGrN3/TEdJ2ZiRHCIqUCsAGxLBcJlKWwVXkmBpXrGG+mwrl0gsuBqjW8MrtZZoXPxSKkUKZUkbXWSNh0AOCpG2urE0h24vh1Mu5mumC7bihKxE9kfk5iqI6JqiJkaYibeQ2gjysaxFY5S2OGPia2K951MFqgxmPDR1SZ4ND4pnel7Oug7naRUB67diWeS+JaH8tuCqS/ldfU/6yUIvNWqe9xst7/rYBXVUpTyyGIgEolUJJZrZ+K4Mpxzzjls2LCBcePGAXDAAQfw2muvsddeewHQ2trK1VdfXVFDVrS1v+lZkUXlhBZk9NOxokTtWhwVJ64aqDMjiJhooD1EsJVFwnJwLEXEsoiEegOBnnjakPQTdOga2lSCNlVDhxXDpRNjfCKqhgQN1OlG6kwNdVaURMQmbgcniYQaTFarwNWGtDYk/Rhp7Qdai0egMir0Egc+2Yiysa2uPmV0zjOBPmcMwIwTIggssIkom5iyidoWUVsRtSwci7y+uBrSWtPpxejQcVpMIpjxUxEcO44xPo6KkaCRGl0PQL2pp0ZFiDs2McvCsVRev4KxaTpNAl9rUri4yqVDxUhZHShjB55jkwrfFxjmSnU5QLr8BJm/8dDx0AafU+U8ssceeyymhGNFKcWNN97IjTfeWPa5+0pXyzZkv/Od7xTc/4Mf/IA777yTc889t9xTCpWkR5kUJy8mKROPFLESOCqOQ4xaRhLXNSRMnLiKkrAcolaXWAFErEBAHQscBbYVVMYqZsj6oTHravCNnRVaVxvSfkaYYiR1nJSqoVMlAEhaMSwTIZ2TlJa5y7b+f/bePE6yqrz/f59z19p6m33YQRZFBOJCUBSXkUGIMmpcCApE4gooEhcwAhL5BsWfhgBGNIkMfpGgGEWjBIIg4AL4RSQqKgFkh5lhZnqr7W7n/P64t6qruqt6pme6e3o573ndV3dX3br3ObemPvXc5zzPc0RjSiqHJ4u4oohPkZwq4OscOVxcYeFZmdhKgWeJ9AslsxlS4ZViTIBbnUelG8nzDdshVjoV6MQmVIpAKULlUVM56iJHTeSoiwohVWKR2qp0hNRRenydFkOIrKG31tnFW8DTXZ3YVmrBdLEzeVxNe8YJ+WTCPl0Ybd0FdGoH16HNVWNWyxI2tszjiSK28CnqPnpVb3rTL2V68ywFedvCs8CVAtca05pEQz2BWqypxBZuZGEpGyElofBRIsHTeYq6RC9Feh2HomNRdAR+ltLqZjos0NlnitSJjaGWSOpxqlORcsccUSEy/U5/OpJmlFhr3XSGI5U62pD+3fp61xL4lsS3UlvcbHyWaMxiCSIFQSKoxJLRSOJEEltZSCmpiwpKJDjao6h76aUIQMl2KDkWBVviWul3jciip0ECoYJ6rKnGMrVRO0RaYSkLR7pooUhklDm0CiVslIhbUh5a3tOG5ra+7/N8Nixd2auLIzvHVkycKV2dthzZ173udZx55pnTdTjD9jKhuKshvE4WQUinw1y7gC3z+LIHicQTJVydI6fz9FOiZDkUHEnOlhRsyFkC39JN8fQtjScVrtQ4Qmd34ropYo260NQRFJmoZZuGeiIIlExFPBHUYk01canFPpVIUUnSu/Oy6qMsy1StUapykCDLryKb3vNkEV/2ktM9FFWJoshRlA4F2yJnC3K2IG9DzgI/2zypm3YDOFI3bZeCtppWpcccrkgJAiUIs62eCOrKohprKnHjyyhPJY4ZTerUREBNVKnIQRQRCkVdjhCrKgJJ1OgfmeXMjk13yQVZhDAexfja4TGmOur5mMe1oxhtnW3GNLSRI9uYCfKsHlxZpMRycirPUnpYmffI2QIvnXjBkbDUg7ylKdgKXyo8q+EcCqqJZDSWDIUWWwKLrXWXoShPOQnRKPLCpc9xGfAtlniCAVfT5yhKTuqE+VLhSIUUECtBqCTVRFKOJZVEUokF1dgiVOm8jsiiuA09dyU4LdqtSW/aG/ocZj1JQ5U6uK2vz1lQsjVFW5GzEnKWauporAR1JanEFsORZGtosTWw2BI4DAZ5RpI05coXLr22w4CfXtslnqDf1fQ6irylcbOxJVpQSwSjcTqmzYFNpNJ3J1DwXM2hHBdwtIuQkkCXm+kSjdQuss4xYwXDCy94oCfR1e5rtS0sps2Rve2229ryKgy7gLapsDSdwLEL2NKlYC/HFz0sUSvQhYQSPRSFR96yWZlz6HUFvY6mx9b0OAlFO6Fkx+SdVAxyToTvxLhOjOMqpK2wHI20NIgWN0QLVCJIIkESWkSRIIxs6pFDLbKpxDajsU05sijHFiOxYDgSjIbpMYZDxUjcx0gSMiKHqYhhIl1DobBxydNPSfXQK3x6bIcez6LkQJ+bCmyPnQp+0Y7J2wl5O8Z3Ijw3xs2+CCxHYTkKaWmE1W67VpBEAhVL4kgSRDZBaFOPbCqRQzWxGIlsRmOL0UgyHAuGQ81wUGQkjqkmMRtFjiRWyJrNFmsjdTkCbEoLKprVu3IstWCRRGans4/sTOZxzTWMts4OjZmZ1vZUUjYcWQ87K74q0M+A6qcgPHbLezy/T7Dajym48HCYZ8BVPK9Yo9cLKeXrFPIhtp+6FHEgqddshsp5nqv7PF31eLou2VD1GQoSEq3J2xZLc4LVOdg9F7IyF7AkX6WnlN7Qe8UY6WqEBBVCVJPUKw7lmsdI3WM0dhiNLOqJRCNwZBqEKGSaWHAiPDvGtrIUAiWIEota5FCNUn2GNLobqUY6Q+qUl+yYPj+glK/j52LcfNJmS1i1qJZdto7m2Vj3eabm8kzdYkNVMRzm0FpTci2W5ySrs2uyOhexKldjoFCjUAixvQQhUx2uV2xGqjm21nweLufYGkr2cypUI8H9QzZb6hZUe1BKUREOSLIC4phEhgDoJB5ruagbs28LBzXNqQXzkSk7sp2aj2/cuJF77rmH17zmNW3Pf/e73915Cw1TJFvhirGpMEt4OOTI6x58y2O35w0wQIm8ZVNwLFbkBCUHeu2EHiehZEeUvIi8F+L56fS4m3OwchrLF+ALpCvBlgjHap+mSRQ6URArVKigrklqmrgqiOoW9bpDJXCohE4quLHFSCQZidJjjEQwEilGw4QRNUBFVghFDQBbO+RVkZLw0+ko16LHIbXdUZntMUUnIu+G5PwYLxdj51ysHAgv+4LyJcKWCEeO5RuQRkN1oiBS6Fih6woVaJJK+mUR1G1qdZdq5DAaOQxHNiORxVAkGImgHGkqUcJA3ENN1Xj6d4PkdQ8JEZbwkKKe5m4h0VhAzGJi0hzZKTKTeVwNbr755uaKOEopbr311mZ/16GhoR0+bjeMts4tWltVSWSzK4FLjrxwKdo2fV7qxD6vVKbWv5wD830scSP26lfkixK338UqSYSXdRmIEorDCaUtkuJgnnw1T6Hm0hdIhkOINRRsWOLBKj9mVa7G0pKguERi96f547JoI7xs5cAgwavG5IYV+WFJoexTrLv0xjaRSm13pSJnxxS9kFwuws1ZWDmNTOtt0DGoIHVC6zWHcj19ohbZ1BObRIMtIWfF9HgBhYJLrtfH7hHIkpWOTQp0lODXYvKDisJWi+JwgUIlR7Hu0lcXjMTphFPBgeWeZpWf6t/KXJWlfZAbsLH7JDKX5mLoUFEqJ/Rsgf4RF3uwxJbQoTicsLq8hadqfSRaMBzaDEcekcgRUM067Ixb4XEhea7jmDS1YA46sjOhq1N2ZMcvddZ47IADDtghAwxTo1u17ViXgrHihEYUwZNFelnGEtVP35IivZRY6nmUHEHRgd1yCQNuxIAX0Fuoky9FeP0Kq99G9KQRLFH0oacAeR9yPtp1wHXBdsacQZ1WNIk4gjDEDkKo1bErNbxyFT1SpzQcMDBcIxyUVEZdhqs+g4HLYJS2XNkaWnhWWiBhRTns2KIuPDQaT7vkpUuva9PnSPo96HMUS7yYPjekz69TLAb4fQl2n8TqdRG9vVD0oeBDLs3DxffQfovtYsx+EcUQx8gggCCESg3KVXLlOmq4jhqsEA1paiMOIxWfobrHlsBla2QxHArKto2u5SknLrWeGHfYRkpJKMvEMnXIY1HPprsakR81QWcXYtGX0t2raOdiRsX4Bt7vf//72/7u1GFgZzDaOvNMugBCy1LdKe0RWVcWydNLUZXo91z6XIu9CpqXLN+M6yRs6fPYIz9Mf3+V4gtdxJI+WNILPSV0zgelkfU61tAw7oYhco+P0vNUndLWEj21HMORRGtByUlY6ddZ2VumZ/cQZ888YtUyWNIHgC4WwLZBJchaHTk8ir15GGfTKP6mKoXNdeo1hzi2kFLj+xF+b4y9VGItzSH6+qGUB9dJgxBxDOUaueEKpS1V+jfXAQgGJbXqxOM4Kyys5T2wrA/6Sk17RGaPNTSCt2ErxSdHWfJEmaWbS2yo5dkaWiRaULATlnkRu/WOAtC3qo67dw6xaiks7UMX8mBZyCiG0TL25iHyG0fI/W4zg4N5tkqPpbLC82s5fMulEtlUk3zaqUDGxDIgkjVkpreJGus+MSFXtsP/jfmmuXoSXd2RrgUzzUzo6pQd2auuumrKJzHMJC2FCa0RBGljS7eZU9qTlChYDkuWlOixHfo8QY8DPbZmhR+yNFejt7dGblmCvdRFLi3AQAn60txV3duDLpXGnMHtoPkZqlQR5RHE0CjW4DDW1lHsLVWcTXW8rRHeSB67lo0BjdI2SgtibaG0g0xSV88TFgXbomhL+jwYcBVL3Yilfp3+Yo3ikhB7mcRaWkAsSW3XfT1QKqFLPWmF11RtjyLEaBkxOoocGkZuHcXaUk5t31zGH4qxpUqblmPjSEEtsZCRIFhSRJdjoqTEqNVLIMvpIaXdNt2VOnELr5p2PNOZWjDTKDX72WVGW3cFE/tgt6VnZU3705ZReXyVp0f49HsWy3zBXvmA5avLBKpEbz5i1f5l7NU5xCH7oJctRQ/0tx1bA9RqyP4N2P7TFJ1BVskRnMGEcphGQnv9gCX9FfL7Cqx9l8Neu6FWrUodz3E0j1fagPQ2YctBfAKs4ZAkEtiexunT2CtziFV9sHIpeukS9PibploNsWULctMW3Ge3plfmmTLOloCoKhES7ILCWWZh7dYLuy9Dr1qB7uswPkBs2oS97GlK/c/hPjJMcUPElqpPrCS+nbCkWKF393Tq3923BPusRO++qu14zWMNDyM2bKIoH8V/pox6qISPYL/6CIoeNgc+Q6FNEvoEOk9d5tOi4ey9a+0+MbF7AfNec/VkfWRn3ZrJmSld3S5HVms97dEHw04y/v0Yt/wgLULsaI+8cHF9m2Lew7NkWgRlQc5WaR6pF+HmE6ySRPZ40JvPHMFU8HRfHzgThXS7KOTRjpPm8KIhUYgowaor3HqCX4/IhemxfcvCszSOELgSbJG2zlIIbClxZFrZaovGlFlCzklTCKwiWCUX0ZOHngK6rye1u1jc4cuM46RfRlbWLTFRiDhB1mPsWpTaHjjkLJu6LQm0hWelBRh9vXm2WiPklZv2thUOSdbVoG26S8iJ1bRzMUS5kyQ6nTrtxMIb7fZhtHUXsR3XvNUBaiy04mkP17Io2FC0NUu9AKRG5Er05OtYy1zE8hJ6xdIJTl6TXA7d24PoH8HqreCV6pTqQVp4KjSlQh1/qcJa1gPL+lHLl3V0YtuOV8ghPBfhWkhbICyN1ALpaGReIkp+qudL+ic6sY1jLFmCCCMop60QZb6OLIfIrH5BSNJUMs9OZ+UK3XVVL1+OqAeIch1nJKBYqZMoCGIbz47JFWKs3ixK2pvLtLrz9dK9vels2cbNWFFCzzN1dFJk2bLNDNY9irZH3k6LzLzEyxZuaF9Cd1LmueaqSXQ1mZ9DmjLbeIdTDj74YK677jrCMJx0v4ceeogPfvCDfO5zn9tuA7785S+z99574/s+RxxxBL/85S8n3f/666/noIMOwvd9DjnkEG688ca257XWnH/++axatYpcLseaNWt46KGHttue+c3YkoNpjmy6ulW6UIBFaSCftmARaWWtKzS20NhSYdsK6YFwLfAd8F3wPHQuh87ldtyJbeA64HngueA7CM9GuBLpgiVVaoNMK2Btshl/kU72iCzO3PgpBc02YLZQWJZG2jrNefUscO3sXN6UIsiToX0/TUfwXHBthG9j+QLLTiuIHZleSzfr6GALcCxJqT+X9W9MIwRStK70Y7W9ZwsdrUXXjTmUy7XPPvuw7777Tnm77LLLpnwuo61zCTnhK1Fm/wRWtuCBjScleVtQsjX9foBWFtrPk+uJkP056C2mM0CToD0v00Qb6YPrJuTciLwf4BdjZK8NvXl0T8/2aVjDWUs0OtGouOVG2UrrGfA9dC7f/Ri53JhdrpPqqcw+tyothEWp9LhCgjV5HEz3FKGUR/Z4uD2KfC6i4EXk/BjbVwjPSnN9PTdNU5vsWKUe6C0i+3PkeiLIF/H7E/r9gJKt8SyBJ2W6oIK2m0sDT1x5cuJ7PN/R29LWOcJM6up2RWQvv/xyPvnJT/KhD32I17/+9bzkJS9h9erV+L7P4OAgv//97/nZz37GAw88wBlnnLHdvRq/9a1vcfbZZ3PllVdyxBFHcOmll7J27VoefPDBZsPcVn7xi19w4okncvHFF/MXf/EXXHvttaxbt4777ruPF77whQBccsklXHbZZVx99dXNtjtr167l97///bysWJ46Y3ehAoktPFzlEpDg9npp/1TZnimmsk4DOgIdJlCPoJ7mt4paOuevPW/nnNkggHotzTutR+ggRocKFQgSJYmzwoRYCWIgVpCodNXvJMtaUlqni95qQazSu9BQWUSxJIkEOlLoeoyoh+n5ggBqtZ2LyGaIeh1Rq6f2hzE6SFChJklkum5Mi2CIbAEJKcDp9Qg2jeDiNpfLFWLhien2EAPWPIjI7ujiA3vvvfeUX2O0de7RLBKiNSLr4GQBAc+SFG1Nv5uwZKBMTfXhewl2Ech5k0dPG+eo1VJ9irO6AqmxrQTbUVi+RvgW2Nb2pUNVqogtW2HTEPGGGpWNFrWqh9aQjwKsXIw1EEI9y/vvtlpeFCGiEGrpTVUyGhIOSSojLlEsydViIMTzRhBFH5HPoZctm2SQEuy0GEz64LgJKhFImX3a42yaOQgRtTo6ScCa5MbedSDnYRfBqWmC0QJLBsr0b+0nb9tpbUVs4ZDOfrV2nxALWG/1PInIzqSubpcj+7rXvY57772Xn/3sZ3zrW9/im9/8Jo8//ji1Wo2lS5dy+OGHc/LJJ3PSSSfR399lOqUDX/rSl3jve9/LX//1XwNw5ZVX8qMf/Yivf/3rnHPOORP2/6d/+ieOPfZYPv7xjwPw2c9+lltuuYUrrriCK6+8Eq01l156KZ/+9Kc54YQTAPjGN77BihUruOGGG3jnO9+53bYtFGQW8fOKDtpKPYZEaWItiHXa1zBMJGFkE9djrKpCVENkpZbdlWf/RaRM74q3Q6QnEASIkRHESBlGKlCuo0dDVFUR1a20vVWS2hlkvWfj7MOpshVnNBobQawkYdJwYmVqe2IRhTZuJUTmI7QfIPxqartlpU7SjjqzSiNGRxDDI+mUW7mKLtdR1ZikBlFoEcZWs2dunC0GkWQrK9g5K+3wMHnAbVEwX3Jkjz766Fk7l9HWXcukS9V2mJKWZDeoMp0NEgJiL0u/0qSFU2EElSr0lDofuFJFjIzCSA1VDlEBJLEkURKpNDoGwgTCCBEE6CDo7nwqjRjcCltHUFurhFsF5bJHOfSyMYA7WsUqB8jRCqJSRnexS1TKMFJGj6TBCzWiqJddRmsesZLEysIaSrBLAXZ/GVEcQucLUOgS5a3XIIrQYYJOIEnSG34dp23I7EqaTiXLdRgtI4ZHJuQUt14zwgjiuJkBoP0Sohyks3LZIjedlh3v9D62L+Izv1GTdC2Yri4x08FM6uqUir2OOuoojjrqqGk5cRiG/OpXv+Lcc89tPialZM2aNdx1110dX3PXXXc1+0U2WLt2LTfccANkTdE3bNjAmjVrms/39vZyxBFHcNddd81bsZ0aE5OpBRLZL9KlVZWLTDSVOJ20V9oiH3pplDORlIKAXDnAHoqw+quI3uH0GD05RCGX5rv6fjpN5bjg2CCzyn+tIE4gSRBBPXVga3Wo1mC0CiPVrPI/IhzU1EZcRio+W+s+W4P0v+JgZDMcZq2s4oRKElEXATpbU9yK0yUM3UhiZ6vtgE+sJVFkUawFuKNlrKE6sm8U0bMV0ZODYgGyqJHO+eA6aMdLox7Nabk4tT2MIMpsz7oWUK6hR2qo4YB4S0IwJKmU8wzXPAYDl62RzWhkUUnSlXuCRBMoTUSMNQBiw3gxnWtp+DNPortHCOb7l8nOYrR15pi0U0Hrfl3qDGiJ0jaQaDypGa0W0QMFojDAHo2wN5SRQZzuXSyg87l02lzIVFPKVdg6nEVPy4TPakYHfcp1F6UEnp0gBAgnwnGH04nwIExzSHOF9OSWlXaGGR1FbBmEZ7cQPzZC+QmLDYN9bKz5lGOJJaA/cFgZWyzTZfxkEzKMECNl9EBfmjImJCIKEMOjsGkL+qnNRI+lObKDT/lsGCnyXOBSTyS+pVha91hVL9NX2Yo7UkcOjcCygbQYOHO2RRCkN/7PbUVvGCLZWCPYIqlWPKpZLUQQRvTEaXeEXDyCXYsRw2XE0j50sQi+l16zOEKUKzBahqc3owbrxKOCKLQZiZYhyxU8OVE9WqPpnd7bydJhOy1bPpfRk0ReF8u3zLQtiDBVNm/eTJIkrFixou3xFStW8Mc//rHjazZs2NBx/w0bNjSfbzzWbZ9OBEFAEATNv0dGRnZgRHOBsepLpWMSHRDoUXxRILYihkZHiXWCJy0C1yFvC3I21HzosSV9jkPJFvS4kqIXks+XcfODADhFjSwIZN5G+Nl0kZ3lXrVOByUJxCq9Cw9iVJCgKgmqookqkqBqU6m6lAOfkdBhKLIZjjRDUdpTcDCMGQk1g2G6WlZZVqiJCooEV+cYViV6RY6y4zLiCQZdwaCj6HUt+hyXHlfQ44bk/YBcoYyTV1glkDkLmS1TJnI2uBbSyvrIZsvwolTaBzdWEMSoeoyqJ6iyIq5AWLGbfRZHA5eRyGEkthgOFUNRRDWJqMWwNUioJwmBSiiLKomdEImQSFVJdJAtiMC8r5adKtO5spehO3NFWxeCrjZWhFI6IhExgY6pxaluDUU2+V7NluGQpKKoD0JveQQ7P4T96HNI30q1JmtPqIMYVYlIhhLqWyWjwzmGaj5DYeooAuQt6B2yGRgKKW4ewnt6CGvpBmSvj/BaZsNihR6tEz9XI9ioGdyU55nRPE/XbDYFCeVY4Yh0oZhh36Ey5LNi0yilJ4exlz+D7PMROScNYwYxarhOsjmg9qxgy5Z09urpssfTNcGWMKaWCDypGXAFg0M+u29RLHt6iPzqzdhLvdS+nNtmW7K1TrQ5obLZY3A0x2DdopJFZV3pUHwudRj7ng7oLY2QG9iM0y+RJQfh2+l3S6xSHa7GxFsS4qpkeGuOeqyoRzHLe2HoaZvRCGqxItAxiYhROmpZzWthY1b22oWO7Fzi4osv5sILL5zweKlUmnMVxc27xaZdjdVo0sIhKVIxkZaLb1vYVkAonuPpzTUsLHKqgItNj+Wm62bbgo2uoOhoihYU7XRVr3RVrHQ1LwDfjXC8BNvNVvRyQdjploYQmlnn6Dhrsh1CHAri0CIKLeqBk66QFduUY5tKbDEaS0YjKGe+3WgEI2HCaBJRFhVqokxADUiw8clRoqDylKRPybHocUXaD9fWlGxNwU5X9SrYMTknxndjPDfGcWOsTGelp5E2pJesxXbSW1sVgYpBR4I4EEShRRDY1CKHWmxTi23KsZVtIt0iTT1J1wQfiiJCnRASU5MVEhLCQhkvUdjaQno+KpEoPdZySzf7GjbmzRrLR849F09rzejo1BtXT7ogwtwbpmEnmSu62jEim52/LdLa0mqr8dO1U9HwLbBFAKpCaCU8Z9koDd7jABvSgk9LUdoY4DgJfjFG2BrptEz4hBDXxNgqXEGdkdChHEsCnVrpy3Rhlz43pC9Xp9hTx+3VWEXRXNAFISBRaWrWMFSGXAZH8zxXH+W50GYwFFTjNAVis63Z4mo2uhHLNtbpfbJGoTfCLmqEm63PHWviMgSjFiMjOTZX05uP54IRtkYWI1Fak+BaMGJrRr2YIT9g6eYaxU11vF6NLIq0UBjSWoWqIhoRVIYdhis5BgOXkcimmljpAgsCCnaqeT12TI8b0pMP8HNp9xzptV83HQnqZZsoshiteUSJpBbbPCglD+saZRdCYnDr2DLA10CSvndO7KWpXs2esoAeKy7TdF8efDb1d0d1VZuVvXadI7t06VIsy2Ljxo1tj2/cuJGVK1d2fM3KlSsn3b/xc+PGjaxataptn8MOO6yrLeeee27btNrIyAh77LHHDo5sjqAVsYoIKBPLgERGSGxiGeHgkSR5HGXjxzZBYjESptHZnG3jWxa+BN/y8WX6IXdluga2KxW21GmnAaGRaETLErU6c1YS0iKuUKV5rXUlCZN0Le4gEdQSqCaCWqKpxlDNEv8rcUxVh1RkmRplAj1KrFNhtURALCJiGRHpmDDMUYttRm2LvA05W5C37HQMMv1S8G2FKzSupbBFeg47s10IsET7PWuiZdrOJCtAi3TaSitUgnoi0/XIFdRiqCXpz3qiqSWKIFHUdUyVOqEMiQioU0ERE6oysaqR6CRNwViEmNSC2WGuaOuc1NVxAQDa8idl28/xuZUaRUxCoFRzFa5E5ynZabcSx9IUaj62VPhbE2yhsTJtVAhiLQhii2piUYktyrGkEqc6GKtUjzzLJhdalAKHnrpPcTSmuDHGt2OsbApdCI3K6gOqsZPObMUWg6FgKEyDAUGiUsfYFoxEgqHIZUvo0FvJU9gak7NjnGyJWqUE9cSiEqcrFQ5HqUM6GAlGQk0lVigNjhSMOjAa2wxHNpvqHj2jMcVnU/saS97GShLFVjNgMRKlAYtKDPVEoLRGCoFvpe9BwbYp2h6Fap6ineDJBCfrYEN2Axzr1MZYSSqJRZQIKkmqxZuD9PsjUOn7o8fFIduLaxs3A+0rOrb+l5hvbbjUZKkF82soO8wuc2Rd1+XFL34xt956K+vWrYOW5crOOOOMjq858sgjufXWWznrrLOaj91yyy0ceeSRkLV3WLlyJbfeemtTXEdGRrjnnnsmrfb1PA+vWzL9fEErEKL5IdY6IVGpA6h0iNYKKWyUjLFwiGWEjYOtHWpBjpy0caXAlWmU1pHgSoGTrWxjS40rsk4uIg1kNoKZDUe20eojSeucmgVbzQ4DiSDSOq1jUFBPEsJEEaiEqk6Xwq2LOnVZIaBMoCrEKkDpEIVK+7DKkESGRKJOQIFKkiOnPPworVr1sj6zngWulDjSwmm0xMq0y85aeMkO9uuWvnwqK6yNFURaEClNqCBIsloMpagnilAnBDoiEBGxiKhTJSYgISJSVZSOiVUtG0safdWtE+2LxLGddGWv2TZmATNXtHVB6CpjMyMxEYEMsJTFUCCpJZIglhQdiS3BERrftpCAJ1NdES1HiZUg1FCP06LWSqwJktTpTDLnyZECzxIUbEHOtslZNnmLtL1fy6dEkWpSLRHU4nRGazSCSqyoxDGhThAInEgyGtmMRpJBW1Cw0xt9V6SaTha1C1V6Y16NU7sAypGiEifUdYzSGltIcpHFqG0zHEHJcZr2uVKTldWSkBa+Boo0SNG84YdAJWid3k94WUqXZ0HOEvjZeL3sO0YKjRQN3UiPp0ivX6QF1Tj9LhmNFeU4oqrT9ycmyiKpi0NV5tvKXjPBLk0tOPvssznllFN4yUtewste9jIuvfRSKpVKs9L25JNPZrfdduPiiy8G4CMf+QhHH300X/ziFzn++OO57rrruPfee/na174G2dJmZ511FhdddBH7779/s0XM6tWrm4K+0GnkBWkkWsdobZHoBCEkKpu+ToQNAixs7CwVIVIOrrZxlUUtEThS4sjUoYXMeW2kxAJSiGZnGNkyTdj44Khmx4HUsY0UJFoTJZpIa6LMAazrhFCEBDJbFpE6AWUiVSVWAbGuo1Tq5GrRIk4y/XJJZEKsYyLlEWqHQFi4LfbbUo/Z3rQXrMzmdAzt9qcNB3TToY0z22MFkdJEShEqnaYPZPY3IrAxISE1Eh1mDmyAJiZRYebExmitF03+VivKRGRnDaOt21/k1Q2tVUuObJp7GREQCIuqtonjNHKpSAurbAlukmqLLXVbBb1qtBZUmkBlxaCJpp4kRFlnFgnYwiJIBGFiUYshZ8OoTBeHadVZrVNnLkx0c2aoEsdUVExdR0QibZPiaBcVa2JlESQW9UTgx6nD3DheOgOV2lVPdNvsWE2HBCJCiQQbmzjxspkViyBJ7fPG2ddqW+q8pvmrYaIItUKRXptaFhX1LUlgSbwEKlZ6PFu2NyhsXL9Ep8GEWGlqMUQ6dbZrOiIQAREBCTFKx2PfhTuhtfNh2VpT7LUDjuxrX/tajj76aC644IK2xwcHB3nrW9/Kbbfdtt3Hesc73sFzzz3H+eefz4YNGzjssMO46aabmgUFTzzxBFKO/Xd++ctfzrXXXsunP/1pPvWpT7H//vtzww03NPscAnziE5+gUqnwvve9j6GhIY466ihuuummBdXnsDtjad9KxwgtSHSU5oEldYS00SpBChstEyzhEVMnEQmO8HC0g6McbCwcZWOTdgYgSyW1pUydQEQWbRhzZoUYm5FpdQQTrdP+r1pnKzslhDqdAgpFRCRT8QlJHdlIV4l1QKzqxCpEqRCVFUUJnTRXwNJaoWRMIgIi4ROKPK52sZWNoxxcYWELiU0q2LYUTedVtERkoX1hl4btWpP1rG20K9Mo0i+cUCfEpAVcsYwyBzYiISAhaUZh04K7CK1iEh1nTmySFXupRee+TZZasMguRUeMts4VVMtvY3oa6xpRtmKUpS0iZaMihyixsWS6AmHqIOqsFVT7EVtv5IOWmZyYhKSR9qRsXGXjJha+tPBimbb66uDYNY5XTxR1lVDTIXURUJdV4qzfnyN8Iu0TJB6BcqnGEteSOCLV8izdNj1WdoNeVY3ZsYCarBERoEmwsAlFjlDlCCM3S0dIZ8Fa7es01rqOCXVMLOKmI2ur1P2oKRsvsXCFTHvByjF9bj2m0qkeR5keB4ki1qkTWxN1wsyRjXUt1d82N27hunR6El1dLBFZofXUEkKklCxZsoRXvOIVfPOb36RQSFuCbNy4kdWrV5Mk878Se2RkhN7eXkqlvrlb7NV8QLQ8I7IKJtKOh8JGCiv9XVpILKR0EUJgCQcpbKSwsYXXtgqYjYOFha3TnwBSW6kDmx4F0dKzb7zApj9TB1ahUSiSTKwVCZGISEuhUucv1iFJllrQSCVIVEii4ywaq8bGJK3UdulgCQdb+ljCTbcW+20cLG1ha5vUcppjEYim/Z2aYqnMkdXo1G40SiTZGBJiIhRxm/OadiNIMgc2yhxX3XTEtRpLKdANR7bhlLdOg437OM7FSECjKGF4eJienslXMCJzxAYGBjj/eX+HKzuv4LP+qW9wzmXnctppp82AxfODha6ts62rkxV5tRfJNkh/bxR7Cek0Z6xsK4cj89jSx8bDI4+Ng6d9XO1iIdNIrJBddSXWihhFrBUREZGICEVjKjzJLLDThRe0h6udVMmEQGbHbSXWikirtK2iCAhEnZAaEXUSnTqylnBx8HHw8HQOV3u42OnNfXa8puNJTCgiApEGFUKqxNSJdYhGI4WNhYtHDl8XmsdyhZxgX2OskY6JREwowixamqBJ0pXSsutt40wYr529L+O/WxrBhERrAtJIcSDqBNSJCdJN1dMZvaSW2RKiM+e8kW7X2jGmW6FtK7Ohw1PVVbKZlPv+770cu2xtx+efqD3JjfomnnzyyWm2dm6xQ6kFP/7xj3n/+9/Pn//5n/Of//mfO7SijWGmaHzgUocpdQETpEqdSUWCQKJFDMJCCEEs6k2nVgoLiZ0tp2o3vwws0Vj2TzRXSmnItWwKYkvRFwotGm5sWiahSNJpdpKWiGXYjFwCHaKXSXNqSAiJSBK0SJA6QYmIREeZbTaWdCbYb2VjaBXO1pV7OtmvUSDSnw3hTZ3aGEWcjimzP92ycbU4rzqNSaNVksZ1muNQizIaiyn22i6Mtu56GrEdoVVzNijREWQzLYkMSERaPBsIH1s42c2yxNZOqpEt1eJaNG7o05t4JWLi5o18qn8NR7ahXZZwsMVYUCFddrW9v6kSKi1+JUqdV0JiVW9qKoDAIpTpserCxRY+VjrXlvYXR6S2iVSXG84g0PFYlnSIRJVAlLGFj42bBQ3stml4JRrBi/aAhSJujkFm7octXCzhZdfRzcbbotfZtWy9jolsBBISIuppFJZUi1O7o2YqHVoxxXjdvGKylK3FEpHdoXXbVq1axR133MEhhxzCS1/6Um6//fbpt8xgMCwoGu23Om0L+HtmShhtNRgMU0HTXVfn0hK1M8mUI7KNKSHP87j22mu56KKLOPbYY/nkJz85E/YZxtGY4mjenbe0DtHQnK5O0wwaRUWSRKtmRFMIkUVk06iqElEzLcESVtauRGQR2bFWNOlqKY08U6vdjg42apK0sIm0aCL9qbPHkzRWq9K76EbkI717bo3ExmNH1aKRXYVOEpSwEDoiIbVZKLtpv8BGCNFc4WV7bd8R+9OcWjUhCtv62rZIbLZv6xnnQ0rBzjJZ1wKD0dZdQmshUKNYqaXzi2o2Mw3QUqNFQqLDNCIrbCJRxRJuNquTznBJrNb60WwmSkOWqDR+Ngp0+6wT2cxYc5YszcttLx5raEuSRR/T4zVy8lu/J2JtE4tac5ZKCguRJYqRaU1D61ojsK3H0o3vD2VjS4eoOePldrVP6agZJW2MmZZjNS7SZLOBk13LRspD67VMr0fSVlsx1iWGBdkpZrKuBYtFbqfsyI4P0X/605/m+c9/Pqeccsp02mUwGBYYJrVgcoy2GgyGqTJZ14JEtzXlWbBM2ZF99NFHWbZsWdtjb33rWznooIO49957p9M2w1TQOvsPO3aXLbTKGj83IoRpWy60RIikGW1VWa4sQpI080dFFh1olPZnUcxG26qWrJTWxuGtrU5UM7Kh2wqbukUvaeTWtlb1j79zFo3Xp+OQ2kYLkRW3CeJG9LXV/sb4MuS4jJqx9bfbzzXe/maktsX+sfyrsTGMLUHbuijr2FjGoq3diwsWIknWvaITi+MKTI7R1l1N4/Odfn4VkK0HgxIKrTRapJHMdIEZicgip2Q59w0taWjrWHRXNXPrQaf59ONmc2jVXWFnRbl29qjVwdqk7VjNma1xOaFCW8TINBKbHVe2zLRprdLZpUznGrml44+VfkdEKBWmRcTjZvBabWzYprXKFoEZO65Gt82GtR8rixaPm03rdC1bZ8ca50gjtEmzxgJo/t36Hi8kFN11dbHMgE3Zkd1rr706Pn7wwQdz8MEHT4dNBoNhAbJ4WpTvGEZbDQbDjrDYuxru0gURDDvOhFxZWqOyjX3G5cySRjQhaa5iRRbZpCUy2ZpPSlvkdXzrr0lqBVuim2PRgbEIZ+vddXvkkg55pC0fR924m09AyDTCoWXbspJjeb2i5fEp2L4d9tOMHo/LvWqNwLYcZ0JOLLuuzcuuQqnWpjftLJKgtGEW6aqRjE23tv63E43PcrOxf9z8NAutESJBN2amdCMKK7IWh40dJ0ZOtzUbRWunhHGaFbXMMHUaX6dZoXZdAqEbtRBjM1cT9K/DzNL449CI4AqLpMMMWKdrP96+xlhb9bj1WLJR7zBuJnB7rmdTa3Uy7jsmnpAbu5D0OO113v25xYBxZA0Gw6wQ6+w+qgOLRG8NBoNhWtHZCpSdMF0LDPOCrl0MYFx0Nsv6Hh+hzSKbYy/NIrWaDt3Zdqhb27ho67jIK+Oin9vKHxXtY2mNzjZ2b65wrlvt3VHbx9s8lTGM26f55/y8899ZEg3SOLKGOYWe8Jto9B8VY90EJtYWxM2oYtJt1qdx3JYZnclnc1rNmZhv29n68ccZNyMEY7NvTT2cTAs7zI61jUWQtBxnMhvbZ926jbP9OKo5GzjJTOB2zZJtZ33CAkBNtkTtwhnmpBhH1mAwzAp6Ypexlidn2RiDwWBYCEyiq4slZcs4sguE8RE9gejwv1i39Epszzud8FpgQkbjtvJKuxo3MYGnY45S2w7b+mSmY9FdIrfNSG3zgZ2IyHbpObjNyGsHu7q/duGTaI00XQsMs0zrZ21i/+3ufbDHur4wsfMLnWetunVwSemSR884jck6zbTNkG1jhOOP0fH7oKGH21nbMOlxmjY2vk+2YVun47dc27HjyJ24rnS9tpPq7Tz39hpLDHei2+MLDePIGgyGWcGkFhgMBsP0oidbona2jdlFGEd2gdIxCkGXu89xQYnOd69j+bU7Yk33pya7l+/+3MSIs26Lrkx47U7fmW7j9dtx/MUYhW1l0pW9FvelMewqutQU0PgvOaGmgHEViw1NbHQ6mHCCcX9OlkvfeKJdZ7utQNj5GNuaAdqWjk/+QRxfazF1+1qf7HSMpKX3+dizneW10wxYt+u7/d8H802n9SS5sFP92vvMZz7DhRde2PbYgQceyB//+MedsHDmMY6swWCYFUxqgcFgMEwvepKFZnYkteDggw/mxz/+cfNv2577buLOlHIbDAbDdtPod9hpm6rcfuYzn0lX/2nZDjrooBmy3GAwGOYmiu66uiNdC2zbZuXKlc1t6dKlM2H2tDL3XW3DTtNpqmSb6QYdjtIV0aH11xSZ6nTOpAUcXV7RlWmwv5tthjGyhSU7Prcj12w+Rg4Mu5aOiyQ0nxxfAKbHva6hExOn5rstWDCZJVO1eft23ta+XYrcpqJ925WKNjW2lfowbdd3AaUUtNJNVxUarTUjIyNtj3ueh+d5HV/z0EMPsXr1anzf58gjj+Tiiy9mzz33nBG7pwsTkTUYDLNCortvO/IdMh8jBwaDwTCdqEl0VWkYHR2lt7e3bbv44os7HuuII45g/fr13HTTTXzlK1/h0Ucf5ZWvfCWjo6OzPq6pYEIYi5Sp3n1OltC/qwudtufYO2v/9p7H0J1EaUSXpb00EEXRgo8cGOYG2xWZHc9kEjKtUdPpo+s4p6jZU5/B20G6XOMpa+8UbJzvuq51qq2dUApKpRJPPvlk2+PdNPUNb3hD8/cXvehFHHHEEey11158+9vf5rTTTptmy6cPE5E1GAyzQiO1oNOmgRtvvHHBRw4MBoNhOtGT6KpCI4Sgp6enbevmyI6nr6+PAw44gIcffnjGx7EzmIisYbuY93et89z+hUCiddf27lrDcccdxzXXXNP2+EKLHBjmFtts8de28/RryGzp0s6eZybtnI1o70LWfz1JdwK1k9ezXC7zyCOP8O53v3unjjPTGEfWYDDMCpM5sqBxHIeenp4dOvZ8iRwYDAbDdKImab/VrQisGx/72Md44xvfyF577cUzzzzDBRdcgGVZnHjiidNk7cxgUgsMBsOsoLTuuu1svKQROVi1atU0WWswGAxzH70NbZ0KTz31FCeeeCIHHnggb3/721myZAl33303y5YtmzH7pwMTkTUYDLNCwiSpBVM81nyNHBjmDwt5OnouYa7zzqHRJF3bb02N6667blpsmm2MI2swGGYFpRVJF2md6pdZI3KwZcsWli1bxlFHHTUvIgcGg8EwnaQre3XW1W6PLzSMI2swGGaFOKuj7cRUYzLzNXJgMBgM04lCE3fR1W6R2oWGcWQNBsOsoLNGMd2eNRgMBsPUmExXu+vtwsI4sgaDYVaYPCJrHFmDwWCYKirT1k50S+VaaBhH1mAwzAqJiCeu8Z5hHFmDwWCYOlqoVFs7oEQy6/bsCowjazAYZgU1jV0LDAaDwTC2slcnFkc81jiyHdFZ7zU9i2tiGwzzhR39fCTEkyxYbz5rCx2jqwZDd3b086FRmbZORHV5fKFhHNkONNZrL5eHd7UpBsOcZXR0lN7e3u3ePxYxuktqwVRXoDHMP4yuGgzbZqq6qtDEXVILEpNasHhZvXo1Tz75JKVSCdHli3cuMTIywh577MGTTz65w0t8zmXM+OYWWmtGR0dZvXr11F6HQpmuBYsWo6tzCzO+ucWO66ruqquLJUBgHNkOSCnZfffdd7UZU6anp2defGB3FDO+ucNUIgYNEuKusmqKvRY+RlfnJmZ8c4cd0VVNQkLU8TmTWmAwGAzTSCJidJdAnHFkDQaDYeooobt3LcCkFhgMBsO0kYqqKfYyGAyG6SJNLOjssHZP5VpYGEd2AeB5HhdccAGe5+1qU2YEM76FQaKjrpFXE5E1zDUW+ufSjG9hoLUi0d1TC+SsWzT7CG16oRgMhhlkcHCQgYEB9uxbixSd7503jN7DFVd+jtNOO23W7TMYDIb5yEc+8hHWf/WHDOSf3/H5ejyI3fsETz755KzbNpuYiKzBYJgV0mmuxTHVZTAYDLPBZF0Lui0JvtAwjqzBYJgVlI675sIuFsE1GAyG6USjUN1SC7TpWmAwGAzTRkLU1WE1ObIGg8EwdUz7LePIGgyGWULpeBKH1TiyBoPBMFXSYq8u7bf04mi/tRgK2uYdURTxyU9+kkMOOYRCocDq1as5+eSTeeaZZyZ93Wc+8xmEEG3bQQcd1LZPvV7n9NNPZ8mSJRSLRd761reycePGGR7RRL785S+z99574/s+RxxxBL/85S8n3f/666/noIMOwvd9DjnkEG688ca257XWnH/++axatYpcLseaNWt46KGHZngUE7n44ot56UtfSqlUYvny5axbt44HH3xw0tesX79+wvvm+37bPnNlfDuD1skkm3FkDTOL0dWJGF2dG+PbGTR6El1dHClbxpGdg1SrVe677z7OO+887rvvPr773e/y4IMP8qY3vWmbrz344IN59tlnm9vPfvaztuc/+tGP8p//+Z9cf/313HHHHTzzzDO85S1vmcHRTORb3/oWZ599NhdccAH33Xcfhx56KGvXrmXTpk0d9//FL37BiSeeyGmnncavf/1r1q1bx7p16/jd737X3OeSSy7hsssu48orr+See+6hUCiwdu1a6vX6LI4M7rjjDk4//XTuvvtubrnlFqIo4phjjqFSqUz6up6enrb37fHHH297fq6Mb2dQOu66mYisYaYxutqO0dW5M76dQWvVXVsXyYIIaMO84Je//KUG9OOPP951nwsuuEAfeuihXZ8fGhrSjuPo66+/vvnYH/7wBw3ou+66a9pt7sbLXvYyffrppzf/TpJEr169Wl988cUd93/729+ujz/++LbHjjjiCP3+979fa621UkqvXLlSf+ELX2g+PzQ0pD3P0//+7/8+Y+PYHjZt2qQBfccdd3Td56qrrtK9vb1dn5/L49setm7dqgHdV3ih7i8e2nGzraL+13/9111tqmGRYXTV6OpcHN/28uEPf1h7zrKuulrKPU/vvvvuu9rMGcdEZOcJw8PDCCHo6+ubdL+HHnqI1atXs++++3LSSSfxxBNPNJ/71a9+RRRFrFmzpvnYQQcdxJ577sldd901o/Y3CMOQX/3qV202SClZs2ZNVxvuuuuutv0B1q5d29z/0UcfZcOGDW379Pb2csQRR8zauLoxPDwMwMDAwKT7lctl9tprL/bYYw9OOOEEHnjggeZzc3l8U0Frjdaq42Yw7AqMrhpdnYvjmxrddXWxaKtxZOcB9XqdT37yk5x44on09PR03e+II45g/fr13HTTTXzlK1/h0Ucf5ZWvfCWjo6MAbNiwAdd1J4j2ihUr2LBhw4yPA2Dz5s0kScKKFSu224YNGzZMun/j51SOORsopTjrrLN4xStewQtf+MKu+x144IF8/etf5/vf/z7XXHMNSile/vKX89RTT8EcHt9USXTcdTM5sobZxuiq0VXm4PimisqKvTptptjLMGt885vfpFgsNref/vSnzeeiKOLtb387Wmu+8pWvTHqcN7zhDbztbW/jRS96EWvXruXGG29kaGiIb3/727MwCsN4Tj/9dH73u99x3XXXTbrfkUceycknn8xhhx3G0UcfzXe/+12WLVvGV7/61VmzdTZQOuq6mYUSDNON0dWFidHV8ahJtNW03zLMEm9605s44ogjmn/vtttu0CK2jz/+OLfddtukUYNO9PX1ccABB/Dwww8DsHLlSsIwZGhoqC16sHHjRlauXDlt45mMpUuXYlnWhIreyWxYuXLlpPs3fm7cuJFVq1a17XPYYYfNwCi2zRlnnMEPf/hD7rzzTnbfffcpvdZxHA4//PC29405Nr4dYbJpLhOPNUw3RleNrraycHVVd9XWtN2hmHWbZhsTkZ0DlEolnve85zW3XC7XFNuHHnqIH//4xyxZsmTKxy2XyzzyyCPND+mLX/xiHMfh1ltvbe7z4IMP8sQTT3DkkUdO65i64bouL37xi9tsUEpx6623drXhyCOPbNsf4JZbbmnuv88++7By5cq2fUZGRrjnnntmbVwNtNacccYZfO973+O2225jn332mfIxkiTht7/9bfN9m0vj2xkm7VpgUgsM04zRVaOrrSxUXU1X9uqsq3qRpBaYrgVzkDAM9Zve9Ca9++676/vvv18/++yzzS0IguZ+r33ta/Xll1/e/Ptv//Zv9e23364fffRR/fOf/1yvWbNGL126VG/atKm5zwc+8AG955576ttuu03fe++9+sgjj9RHHnnkrI7vuuuu057n6fXr1+vf//73+n3ve5/u6+vTGzZs0Fpr/e53v1ufc845zf1//vOfa9u29f/3//1/+g9/+IO+4IILtOM4+re//W1zn8997nO6r69Pf//739e/+c1v9AknnKD32WcfXavVZnVsH/zgB3Vvb6++/fbb2963arXa3Gf8+C688EJ9880360ceeUT/6le/0u985zu17/v6gQcemHPj2xEaXQsce6V2ndUdNyE807XAMKMYXTW6upB0VWddC6QsdNVV21q6KLoWGEd2DvLoo4/qbLZ1wvaTn/ykud9ee+2lL7jggubf73jHO/SqVau067p6t9120+94xzv0ww8/3HbsWq2mP/ShD+n+/n6dz+f1m9/8Zv3ss8/O6vi01vryyy/Xe+65p3ZdV7/sZS/Td999d/O5o48+Wp9yyilt+3/729/WBxxwgHZdVx988MH6Rz/6UdvzSil93nnn6RUrVmjP8/TrXvc6/eCDD87aeBp0e9+uuuqq5j7jx3fWWWc1r8WKFSv0cccdp++77762486V8e0IY47scu06KztuQrjGkTXMKEZXja4uJF3VTUc231VXbWtgUTiyQptyYYPBMIMMDg4yMDCAZS1BiM75WkkyzL/8y1c47bTTZt0+g8FgmI985CMf4fLL/wXLKnR8XuuIVatKPPnkk7Nu22xiir0MBsOsoHXUtfDA3E8bDAbDjpBk2joRbboWGAwGw/SRVtZ2q6A1jqzBYDBMlUm7FiySAIFxZA0Gw+ygY+PIGgwGw7SiM23t9NTi6FpgHFmDwTAraBLjyBoMBsO0ojJtnYheJAvNGEfWYDDMEgqtF35zboPBYJg9uqcWLJYAgVkQwWAwzCjFYjH7rZuopt10nv/858+iVQaDwTC/STVTT6KtiqeeenqWrZp9TPstg8Ew41x99dWceuqpgNUhvSCdFptsCVuDwWAwtBNFEa7rZjHJ8XFJDST86le/4s/+7M92kYWzg4nIGuYE//Zv/8Yxxxwz4+e56aabOOyww1DKOE2zybve9a7st/H3zWk04Q9/+P0usMpgWPgYbV24OI7Dd77zHUB10Na0S8xCd2IxjqxhLlCv1znvvPO44IILZvxcxx57LI7j8M1vfnPGz2UYw7Isbr755g6Cm4rtQQcdtAutMxgWJkZbFz5vectbst9abyDSAMFjjz26i6yaXYwja9jlfOc736Gnp4dXvOIVs3K+U089lcsuu2xWzmUYI40KiRbBTcV2w4Znd7FlBsPCxGjrwkcIwc9//vNxq/emAYK99tprV5s3KxhH1jBtfOMb32DJkiUEQdD2+Lp163j3u9/d9XXXXXcdb3zjG9see/WrX81ZZ5014ThpnmXK3nvvzUUXXcTJJ59MsVhkr7324gc/+AHPPfccJ5xwAsVikRe96EXce++9bcd54xvfyL333ssjjzyykyM2TJX77/91i9gmgGTFihW72iyDYU5jtNUwGS9/+ctbggSpvg4Obt3VZs0axpE1TBtve9vbSJKEH/zgB83HNm3axI9+9CPe8573dH3dz372M17ykpfs0Dn/8R//kVe84hX8+te/5vjjj+fd7343J598Mu9617u477772G+//Tj55JPbVjjZc889WbFiBT/96U936JyGHefQQw/NBDct8CqXR3a1SQbDnMdoq2Fb/O//PtgSjZX09fXtapNmDePIGqaNXC7HX/3VX3HVVVc1H7vmmmvYc889efWrX93xNUNDQwwPD7N69eodOudxxx3H+9//fvbff3/OP/98RkZGeOlLX8rb3vY2DjjgAD75yU/yhz/8gY0bN7a9bvXq1Tz++OM7dE7DzvHkk09AVoRSKBR2tTkGw5zHaKthW+y///7NjjD1enVXmzOrmAURDNPKe9/7Xl760pfy9NNPs9tuu7F+/XpOPfVUhOjcCL9WqwHg+/4One9FL3pR8/fGFPUhhxwy4bFNmzaxcuXK5uO5XI5qdXF92OcKu++++6JZA9xgmC6Mthq2xWJtYWgcWcO0cvjhh3PooYfyjW98g2OOOYYHHniAH/3oR133X7JkCUIIBgcHt3nsJJm4DJ/jOM3fG4Le6bHxLWG2bt3KsmXLtnNUBoPBsGsx2mowdMakFhimnb/5m79h/fr1XHXVVaxZs4Y99tij676u6/KCF7yA3/9+Yh/R8VNWf/rTn6bFvnq9ziOPPMLhhx8+LcczGAyG2cBoq8EwEePIGqadv/qrv+Kpp57iX/7lXyYtRGiwdu1afvazn014/Pvf/z7f/e53eeSRR/g//+f/8Pvf/57HH3+cp5/euSX37r77bjzP48gjj9yp4xgMBsNsYrTVYJiIcWQN005vby9vfetbKRaLrFu3bpv7n3baadx4440MDw+3PX788cdzySWX8IIXvIA777yTf/7nf+aXv/wl//f//t+dsu/f//3fOemkk8jn8zt1HIPBYJhNjLYaDBMR2lRdGGaA173udRx88MHb3Rz7bW97G3/2Z3/GueeeC1mvw8MOO4xLL710Wu3avHkzBx54IPfeey/77LPPtB7bYDAYZhqjrQZDOyYia5hWBgcH+d73vsftt9/O6aefvt2v+8IXvkCxWJxR2wAee+wx/vmf/9kIrcFgmFcYbTUYOmO6FhimlcMPP5zBwUE+//nPc+CBB2736/bee2/OPPPMGbUN4CUveckONwg3GAyGXYXRVoOhMya1wGAwGAwGg8EwLzGpBQaDwWAwGAyGeYlxZA0Gg8FgMBgM8xLjyBoMBoPBYDAY5iXGkTUYDAaDwWAwzEuMI2swGAwGg8FgmJcYR9ZgMBgMBoPBMC8xjqzBYDAYDAaDYV5iHFmDwWAwGAwGw7zEOLIGg8FgMBgMhnmJcWQNBoPBYDAYDPMS48gaDAaDwWAwGOYlxpE1GAwGg8FgMMxLjCNrMBgMBoPBYJiXGEfWYDAYDAaDwTAvMY6swWAwGAwGg2FeYhxZg8FgMBgMBsO8xDiyBoPBYDAYDIZ5iXFkDQaDwWAwGAzzEuPIGgwGg8FgMBjmJcaRNRgMBoPBYDDMS4wjazAYZpUkSfiHi9/Hww8/vKtNMRgMhgXDz3/+c/7lXz6+q82YdYTWWu9qIwwGw+Lh618/h9NO+zxvfOPL+cEPfr6rzTEYDIZ5TxiGHHzwvjzyyDP8v//3/3jxi1+8q02aNUxE1mAwzBrVapXzz/83/vHSM7j99vu58847d7VJBoPBMO/5ypUfw3FsPnr22/nYx9/LYopR2rvaAIPBsHj40j9+mFWrlnD66W9mdLTG337s/dxz9wNIae6pDQaDYUcYHh7ms39/Nf/29XN45SsP4YD9T+LGG2/k+OOP39WmzQrm28NgMMwKmzZt4pLP/zufv+QDSCk566y/5NlnNvPtb397V5tmMBgM85Z/uPhDvPCQfTn++D+nt7fIp887mU984nTiON7Vps0KxpE1GAyzwt///Qc4+ujDOProwwDI530uvPA9fOpTZxMEwa42z2AwGOYdTz75JJdf9h98/vMfQAgBwPvf/yaCIOLrXz93V5s3K5hiL4PBMOP87//+L4ceegi//H9f5QUv2Lv5eJIkvOTF7+OUU4/lb8/+8i610WAwGOYbp5xyLGEYcc03z2t7/DvX385HP3oFDz30OIVCYZfZNxsYR9ZgMMw4b3nLq1i6tJevXPm3E5676aZf8u53XcQjjzxOf3//LrHPYDAY5hv/8z//w5//+cv43QNXs/feK9ue01pz1FFncOyxL+MzF1y1y2ycDUxqgcFgmFGGh4f53vd+yrmfelfH59eufSn77ruK73//+7Num8FgMMxXrlp/Ee9852snOLEAQgjOPfddrL/qv3aJbbOJ6VpgMBhmFKUUAEv6i5D93ooABgZ6SJJkF1hnMBgM8xOtVjMwsKGjrpJpbpI4s27XbGMcWYPBMDvECXSrojUZTgaDwTB1lOquq4skOGAcWYPBMDskSXdhNY6swWAwTB2tu+tql0jtQsM4sgaDYXZQqruwGkfWYDAYpo7W3XXVOLIGg8EwjcSxSS0wGAyG6cSkFpiuBYap8dhjjyGEYP369TNy/L333ptTTz11zh/TMHVEEnfdjCNrWMwYXTXsKEKr7tqqjCNrMBhmkFtvvZX3vOc9HHDAAeTzefbdd1/+5m/+hmeffXZXmzYzJElW8NVhM46swWCYBl796lcjhOi4Oc4CrOBXuruuJia1wGCYdR588EGkXBz3V5/85CfZunUrb3vb29h///3505/+xBVXXMEPf/hD7r//flaunNgbcF4zWY6swWCYMRaTrv7d3/0df/M3f9P2WKVS4QMf+ADHHHPMLrNrxjA5ssaRNcwtPM/b1SbMGl/60pc46qij2r5gjj32WI4++miuuOIKLrrool1q37STxOnWCRORNRhmjMWkq69//esnPHbNNdcAcNJJJ+0Ci2YYrbrrqkktMMxVPvOZzyCE4H//939517veRW9vL8uWLeO8885Da82TTz7JCSecQE9PDytXruSLX/xi2+s3bdrEaaedxooVK/B9n0MPPZSrr756wnmGhoY49dRT6e3tpa+vj1NOOYWhoaGONv3xj3/kL//yLxkYGMD3fV7ykpfwgx/8YMpjG593tX79eoQQ/PznP+fss89m2bJlFAoF3vzmN/Pcc8+1vVZrzUUXXcTuu+9OPp/nNa95DQ888EDH8wwNDXHWWWexxx574Hkez3ve8/j85z/fbN6vteY1r3kNy5YtY9OmTc3XhWHIIYccwn777UelUpny+Fp51ateNSFK8qpXvYqBgQH+8Ic/7NSx5ySxMqkFhjmL0dWFoauduPbaaykUCpxwwgnTfuxdjppEV01qgWGu8453vIPnP//5fO5zn+NHP/oRF110EQMDA3z1q1/lta99LZ///Of55je/ycc+9jFe+tKX8qpXvYparcarX/1qHn74Yc444wz22Wcfrr/+ek499VSGhob4yEc+ApngnHDCCfzsZz/jAx/4AM9//vP53ve+xymnnDLBjgceeIBXvOIV7LbbbpxzzjkUCgW+/e1vs27dOv7jP/6DN7/5zTs91jPPPJP+/n4uuOACHnvsMS699FLOOOMMvvWtbzX3Of/887nooos47rjjOO6447jvvvs45phjCMOw7VjVapWjjz6ap59+mve///3sueee/OIXv+Dcc8/l2Wef5dJLL0UIwde//nVe9KIX8YEPfIDvfve7AFxwwQU88MAD3H777RQKBQCiKGJ4eHi7xjEwMDDpFF+5XKZcLrN06dIdvFJzGNN+yzAPMLq6sHT1ueee45ZbbuEd73hH89gLCj1JCsEiSS1AG+YdF1xwgQb0+973vuZjcRzr3XffXQsh9Oc+97nm44ODgzqXy+lTTjlFa631pZdeqgF9zTXXNPcJw1AfeeSRulgs6pGREa211jfccIMG9CWXXNJ2jle+8pUa0FdddVXz8de97nX6kEMO0fV6vfmYUkq//OUv1/vvv/+UxrbXXns1bdVa66uuukoDes2aNVop1Xz8ox/9qLYsSw8NDWmttd60aZN2XVcff/zxbft96lOf0kDbMT/72c/qQqGg//d//7ft3Oecc462LEs/8cQTzce++tWvNq/X3XffrS3L0meddVbb637yk5/oTE62uT366KOTjv+zn/2sBvStt946pes2l9m6dasG9Oh9l2v1x6913I55xQv0v/7rv+5qUw2LGKOrC1NXL7/8cg3oG2+8cUrXbD7w4Q9/WP/te47pqqs///dP6t13331XmznjmNSCeUxrQrtlWbzkJS9Ba81pp53WfLyvr48DDzyQP/3pTwDceOONrFy5khNPPLG5j+M4fPjDH6ZcLnPHHXc097Ntmw9+8INt5zjzzDPbbNi6dSu33XYbb3/72xkdHWXz5s1s3ryZLVu2sHbtWh566CGefvrpnR7r+973PoQQzb9f+cpXkiQJjz/+OAA//vGPCcOQM888s22/s846a8Kxrr/+el75ylfS39/ftHfz5s2sWbOGJEm488472867du1azjzzTN797nez33778Q//8A9txzv00EO55ZZbtmubrIDrzjvv5MILL+Ttb387r33ta3f6ms05Git7ddpMRNYwRzC6urB09dprr2XZsmUdc2cXBFp119VFEpE1qQXzmD333LPt797eXnzfnzAt3dvby5YtWwB4/PHH2X///SdMwzz/+c9vPt/4uWrVKorFYtt+Bx54YNvfDz/8MFprzjvvPM4777yOdm7atInddttth8dJh7H29/cDMDg42Gb3/vvv37bfsmXLmvs2eOihh/jNb37DsmXLutrbyr/927+x33778dBDD/GLX/yCXC43wZY1a9bs8NjIcuHe/OY388IXvpB//dd/3aljzVlM1wLDPMDo6sLR1T/96U/cddddnHHGGdj2AnV3TNcC48jOZyzL2q7HyHKzZoJGEv/HPvYx1q5d23Gf5z3veTt9nukcl1KK17/+9XziE5/o+PwBBxzQ9vftt99OEAQA/Pa3v+XII49sez4MQ7Zu3bpd5162bNmEsTz55JMcc8wx9Pb2cuONN1IqlaY4onlCo49sJ0xE1jBHMLq6MHSVLBrLQu1W0KDRR7YTptjLsBDZa6+9+M1vfoNSqi168Mc//rH5fOPnrbfeSrlcbosePPjgg23H23fffSGbRtvZu+edoWH3Qw891LSJLNG/EV1osN9++1Eul7fL3meffZYzzzyTY445Btd1m18sjfMB/OIXv+A1r3nNdtn56KOPsvfeezf/3rJlC8cccwxBEHDrrbeyatWq7TrOvKQx3dUJ48ga5jFGV+eWrja49tpr2W+//fjzP//z7TrOvETr7rq6SCKyJkd2kXHcccexYcOGtqrUOI65/PLLKRaLHH300c394jjmK1/5SnO/JEm4/PLL2463fPlyXv3qV/PVr36144pU41u5zBRr1qzBcRwuv/zytmjCpZdeOmHft7/97dx1113cfPPNE54bGhoiblm3+r3vfS9KKf7t3/6Nr33ta9i2zWmnndZ2jh3N5apUKhx33HE8/fTT3HjjjROm7xYcjdSCTptxZA3zGKOrc0dXG/z617/mD3/4A3/1V381TVdjjtJILei2LQJMRHaR8b73vY+vfvWrnHrqqfzqV79i77335jvf+Q4///nPufTSS5vT2m984xt5xStewTnnnMNjjz3GC17wAr773e92bIfy5S9/maOOOopDDjmE9773vey7775s3LiRu+66i6eeeor/+Z//mfFxLVu2jI997GNcfPHF/MVf/AXHHXccv/71r/mv//qvCbltH//4x/nBD37AX/zFX3Dqqafy4he/mEqlwm9/+1u+853v8Nhjj7F06VKuuuoqfvSjH7F+/Xp23313AC6//HLe9a538ZWvfIUPfehDsBO5XCeddBK//OUvec973sMf/vCHtt6xxWKRdevW7fR1mVM0+sh2wvixhnmM0dW5o6sNvvnNb8JCTyugpY9sJ0xqgWEhksvluP322znnnHO4+uqrGRkZ4cADD+Sqq65qa5gtpeQHP/gBZ511Ftdccw1CCN70pjfxxS9+kcMPP7ztmC94wQu49957ufDCC1m/fj1btmxh+fLlHH744Zx//vmzNraLLroI3/e58sor+clPfsIRRxzBf//3f3P88ce37ZfP57njjjv4h3/4B66//nq+8Y1v0NPTwwEHHMCFF15Ib28vTz31FB/96Ed54xvf2Nbj8aSTTuI//uM/+MQnPsEb3vAG9tlnnx229/777wfg61//Ol//+tfbnttrr70WoCNrcmQNCxOjq3NHV8nyda+77jr+7M/+bEIh3YJj0hzZxbGyl9Azla1uMBgMWQX0wMAAozddQCHndtzn2I9dxdvff05biyODwWAwdOcjH/kIzqb7+MIH39Dx+bt+9wTvuPhHPPnkk7Nu22xiIrIGg2F2MBFZg8FgmF5MRNY4sobZYcOGDZM+n8vl6O3tnTV7DLuASdtvzbYxBsP8x+iqYbpzZO+8806+8IUv8Ktf/Ypnn32W733ve21pbqeeeipXX31122vWrl3LTTfdNHXbpwnjyBpmhW21lTrllFNYv379rNlj2AWY9lsGw7RidNUw3e23KpUKhx56KO95z3t4y1ve0nGfY489lquuuqr5t+d5Uz7PdGIcWcOscMstt0z6/OrVq2fNFsMuQul064TxYw2GKWN01YCmu652e3wS3vCGN/CGN3TOuW3ged6kywLPNsaRNcwKu7Kpt2GOYHJkDYZpxeiqYVupBVprRkZG2h72PG+noqi33347y5cvp7+/n9e+9rVcdNFFLFmyZIePt7OYBREMBsPsEKvum3FkDQaDYeoo3V1XE8Xo6Ci9vb1t28UXX7zDpzv22GP5xje+wa233srnP/957rjjDt7whjeQ7MLCMhOR7YBSimeeeYZSqYQQYlebYzDMKbTWjI6Osnr16rblOLfJIlppxjARo6sGQ3d2WFcbK3t1ea5UKk1ov7Uz0dh3vvOdzd8POeQQXvSiF7Hffvtx++2387rXvW6Hj7szGEe2A8888wx77LHHrjbDYJjTPPnkk82VebaLRHevojUR2QWP0VWDYdtMWVf1JLqaKIQQ9PT0TJt949l3331ZunQpDz/8sHFk5xKN5QTTzAsTOTAY2tGAavmcbCdxAnGXSINxZBc8RlcNhsnYQV2dtI/szM+APfXUU2zZsmWbHTRmEpMj24GxaS9hNrOZrePG1KeHtR7rXDB+m6Ife+edd/LGN76R1atXI4TghhtuaHv+1FNPRQjRth177LFTO4lhWjG6ajazbWvbEV1lEl2deoCgXC5z//33N5dQf/TRR7n//vt54oknKJfLfPzjH+fuu+/mscce49Zbb+WEE07gec97HmvXrp3yuaYLE5E1GAyzQ6zAmp7UgvnY69BgMBimnUaxVye6PT4J9957L695zWuaf5999tmQ9ST+yle+wm9+8xuuvvpqhoaGWL16Nccccwyf/exnd6m+GkfWYDDMCjpR6C5TXVMNHMzHXocGg8Ew7WjdXVd3oI/sq1/9avQkgnzzzTdP+ZgzjUktMBgMs0O36a9MbKMoYmRkpG0LgmCHT9fodXjggQfywQ9+kC1btkzjYAwGg2EOMGnK1uKoPTCOrMFgmB0m6yOrNDfeeOO09Tuci70ODQaDYdqZrI/sDqQWzEdMaoHBYJgVdKzQk+TIHnfccVxzzTVtD+9o3tVc7HVoMBgM041WqbZ2fC4xEVmDwWCYPraRWuA4Dj09PW3bdBUQtPY6NBgMhgWDSS0wEVmDwTBLJJNMdc2w3s6FXocGg8Ew7UzWtWCRRGSNI2swGGYFnejuU11TjByUy+W26Gqj1+HAwAADAwNceOGFvPWtb2XlypU88sgjfOITn9jlvQ4NBoNh2tHdUwgWS2qBcWQNBsPsECuQ0xORnY+9Dg0Gg2HamTQiuziKvXZpjuzFF1/MS1/6UkqlEsuXL2fdunU8+OCD23zd9ddfz0EHHYTv+xxyyCHceOONbc9rrTn//PNZtWoVuVyONWvW8NBDD83gSAwGw7bQqvs2VUe20etw/LZ+/XpyuRw333wzmzZtIgxDHnvsMb72ta+xYsWKmRranMLoqsGwiNDTp6vzlV3qyN5xxx2cfvrp3H333dxyyy1EUcQxxxxDpVLp+ppf/OIXnHjiiZx22mn8+te/Zt26daxbt47f/e53zX0uueQSLrvsMq688kruueceCoUCa9eupV6vz9LIDAbDBGLdfVskRQmzgdFVg2ERoSfR1UXSbVDoyZZwmGWee+45li9fzh133MGrXvWqjvu84x3voFKp8MMf/rD52J//+Z9z2GGHceWVV6K1ZvXq1fzt3/4tH/vYxwAYHh5mxYoVrF+/vq0tTzdGRkbo7e0FrOb6xwaDoYEGEoaHh+np6dnm3oODgwwMDLD1b99JwXU67nP8dT/mnX/3WU477bQZsHdxY3TVYJgPTE1XAT7ykY9g3fNjPvfaF3d8/u6nnuOkn/yOJ598cpptnVvMqfZbw8PDAAwMDHTd56677mLNmjVtj61du5a77roLsqKPDRs2tO3T29vLEUcc0dxnPEEQTFhRyGAwTDN6ks0wYxhdNRgWMEZX544jq5TirLPO4hWveAUvfOELu+63YcOGCbluK1asYMOGDc3nG49122c8F198cdtqQnvsscc0jMhgMLSiY9Cx7rgtJtGdTYyuGgwLHNVZU3U8SZeYBcaccWRPP/10fve733HdddfN+rnPPfdchoeHm9tCD8MbDLsCnTSc2Ykbi6O4dtYxumowLGy07q6rOt7V1s0Oc6L91hlnnMEPf/hD7rzzTnbfffdJ9125ciUbN25se2zjxo2sXLmy+Xzjsdbm5xs3buSwww7reEzP80xbHoNhhmlW0hpmBaOrBsMiQE+iq4sjILtrI7Jaa8444wy+973vcdttt7HPPvts8zVHHnkkt956a9tjt9xyC0ceeSQA++yzDytXrmzbZ2RkhHvuuae5j8FgmH10Msm2SAR3NjC6ajAsHrSaRFcXSeBgl0ZkTz/9dK699lq+//3vUyqVmrlWvb295HI5AE4++WR22203Lr74Ysiq9I4++mi++MUvcvzxx3Pddddx77338rWvfQ0AIQRnnXUWF110Efvvvz/77LMP5513HqtXr2bdunW7cLQGw+JGx6C7FasbR3baMLpqMCwiVPcUApNaMAt85Stfgay5eStXXXUVp556KgBPPPEEUo4Fjl/+8pdz7bXX8ulPf5pPfepT7L///txwww1thQyf+MQnqFQqvO9972NoaIijjjqKm266Cd/3Z21sBoOhnUlTC4wjO20YXTUYFg+a7rq6WGa65lQf2bmC6XdoMEzGjvWRffbd76TgdO4ju+7mH/NXF5o+sgsZo6sGw2TsWB9ZbvsxF72scx/ZezY9x1/fv/D7yM6JYi+DwbDwUYlAyS4OjLmdNhgMhimjdaqtHZ/r8vhCwziyBoNhVjCpBQaDwTC96Em6FiyW+XbjyBoMhllBKdE9ctC1CsxgMBgMXdGT6Goy69bsEowjazAYZgWVCJToIrizbo3BYDDMf7Tqnlqg1OIIEBhH1mAwzAoqkSjRpXW1icgaDAbDlNFaoJLOuqrUnFm8dUaZkiOrlOKOO+7gpz/9KY8//jjVapVly5Zx+OGHs2bNGrOWtsFg6IrWk+RsLfKQrNFWg8GwIxhd3c6VvWq1GhdddBF77LEHxx13HP/1X//F0NAQlmXx8MMPc8EFF7DPPvtw3HHHcffdd8+81QaDYd6hEknSZVskejsBo60LBzED/+aKPXPBhum6LgsNrUVXXU1MasEYBxxwAEceeST/8i//wutf/3qcDr0gH3/8ca699lre+c538nd/93e8973vnQl7DQbDPEUp0TVna7FU147HaKvBYNgZtJ5EV40jO8Z///d/8/znP3/Sffbaay/OPfdcPvaxj/HEE09Ml30Gg2GBoLWYpDvB4hDc8RhtnZ9MGhXsUtA4ZbTueB7dZf6io03TYUsHO7rZMKN2MHbHO5XrshjopquLpRvMdjmy2xLaVhzHYb/99tsZmwwGwwIkSSRJl2KvxRqRNdpqMBh2BqXS1IJuzy0GdqhrQb1e5ze/+Q2bNm1CqfZOvG9605umyzbDLDEdOUc7eze8szbs6vNPhw0LnUSJrjlbiyVysC2Mts5NuurDhEjjmEOxo5rS1BEB0PJ/YFw0srFf23na7Nk5W9rtaLdF6Pb9ZsqGzraM6/7fJUq7WPRYa7rqqsmR7cJNN93EySefzObNmyc8J4QgSRZJB16DwTAlJk8tMBhtNRgMU0VjUram3GTszDPP5G1vexvPPvssSqm2zQitwWDoRqIlieq8LY7YyeQYbTUYDFNFa9FVVxdLRHbKjuzGjRs5++yzWbFixcxYZJgRttnKRIid2qbSJqXjfjtz/m7HnMK12OlrsD3XeJGTaNF1M5Fao61zkQmf37bPvQVIBFa6CQchGj8dEDZCui1bbpKtZb/s9c1jkZ4HYWVbu950tGecLdtnhzuJHVZznKkt7brXdm3arslUbZhoD8LueE3ar0u7Fnd87xYoehJtVTugq3feeSdvfOMbWb16NUIIbrjhhvbzac3555/PqlWryOVyrFmzhoceemgaRzR1puzI/uVf/iW33377zFhjMBgWLCoT1k6bwWirwWCYOnoSXVU74MhXKhUOPfRQvvzlL3d8/pJLLuGyyy7jyiuv5J577qFQKLB27Vrq9fo0jGbHmHKO7BVXXMHb3vY2fvrTn3LIIYdM6Hv44Q9/eDrtM+wg29cCpf0+ZqeKEzoUBHRrH9OtGGBHbJjyuSc5//QURNCxGGGxFiK0opQg6dKGZ7F2LWjFaOvcYHLNkmP7CJlGH5udOCyEkIi2x8Z+F92WZwa0Vi0/FVordPYTkUD2eLqTQAud/d3JHmeH7Gi3ocE4W2ixRas2OyZek/HXY/uuRWdbJl4TrRtumkqvSVOLG9dpYhHYQtRdNUmx1450LXjDG97AG97who7Paa259NJL+fSnP80JJ5wAwDe+8Q1WrFjBDTfcwDvf+c4pn286mLIj++///u/893//N77vc/vttyNaQ/lCGLE1GAwdSbQk0V2+RBfBFOC2MNpqMBimikZ01VWlBVprRkZG2h73PA/P86Z8rkcffZQNGzawZs2a5mO9vb0cccQR3HXXXfPHkf27v/s7LrzwQs455xyknHJmgmEGmRBJ6BB5bM/3ku3Ptd0lW9txxqwApeWuGaz0Tr0ZKR0XnZwQQaA9KtoS3djRcwNZpGD8+TtEX7NIAVMef6fzZ+hxEYAObXQWepSgE5OuCW4w2joXaYnEtmqWEHb200EKuxltlMJu+ZlGJGX2XBqdnKgrOtMSrRWJjtPIo05QOk43FaOz39OTJqDjVGdaIp0NW4Swt2kH0LSl9fytPxUKpSI0CqXS86e2Zb8TIbJoaGs0uGmDtBFIpLSRWZR4W9diW9dDa9VmRxqhTW0UrRFr9ITI7IJlEl3VGkZHR+nt7W17/IILLuAzn/nMlE+1YcMGgAl5/CtWrGg+tyuYslqGYcg73vEOI7QGg2FKxFp23ab6VTMfCxK2hdFWg8EwVRSiq64mSEqlEsPDw23bueeeu6vNnlamHJE95ZRT+Na3vsWnPvWpmbHIsEO0VY42GReFnRB9TO+IZTO60C06mf7dnjs1ls/V+L1jTtf4Qp5Jc6jG7N7eHKruuVMqs6Hlrn9CvpjVEp2QXcc/fux6XBS2PYeMpg3pccfsmCyHazFEZRPFJDmyU0staBQkvOc97+Etb3nLhOcbBQlXX301++yzD+eddx5r167l97//Pb7v7/AYZhKjrbuWzjNanXNQGxFPIWws6TYjn47lI7BwZA4hJBZppb2FnVXaS6QY0ySls+gjioQIpSMSIhIdk6gApSNiFZKogESF6WtUiMJKdbYZFXaRMrXFkh62dJHCQQoHW3hIZPp3s6NAu75qFJoERaplAInO7NERiQ5QKibO7EgjxenP1A6rGYlNbXCxpYclPaSw099xOtrQ6XooojQinF0PrRWRqqFJiJI6WifEqp5FZu2WKG0EAoRW6MYYheq6mMRCYFs5skIIenp6puVcK1euhKzDyqpVq5qPb9y4kcMOO2xazrEjTNmRTZKESy65hJtvvpkXvehFEwoSvvSlL02nfQaDYYHQaAnTial+rcxkQcKdd945RWtS9t57b/bcc88dei1GWw0Gww6gJ9HVZJr99X322YeVK1dy6623Nh3XkZER7rnnHj74wQ9O+tqZ1NUpO7K//e1vOfzwwwH43e9+t0OGGaaPyZYG7FRZK0T65dia19Wa25VGJq1sX9lyNImiPSqpddKMRDaikkrFaXZVdofcFp2cEIW1287d2Kdhw7ara5PmObd17tbxpH0IJ56/27m3d+zN33WMFg0b0whBa5Q4jRSosferJWd2IUUKxjNbrbZ2tiDhlFNOmfI5hRCcddZZO1WQZbR1jjA+L5Z0NifNi00jj1K6acRVurhWASkcLOnhySIWNp4oYWkbBw9b2zg4CC2xsZAtmq0asVARE5OQiJiIkEgGhLJKpKuEukasqkRJ2t4oTmokKkTruBkVti0fR+awrRyOzOGIPDYejvBxtIeDi6VtbCyETnNVZbPmP9WcRMRZXDbNxQ1FSCwCIhEQ6zqhrhGpKrGqESU1EmG32SGliy19HCuHLXM4Mo8rctjCx9U5HDwc7WJjYWm7ef7tvR6BHCUhJpBlEhUglTMWqVZpVDmLJaOJEY3vCeSCzpfVmbZ2fm7qelsul3n44Yebfz/66KPcf//9DAwMsOeee3LWWWdx0UUXsf/++zdnu1avXs26desmPe5M6uqUHdmf/OQnUzbGMP10mwZrd2ztpvPYOhXWXpTgYGWJ+Y2pqGZCPhayQxq1yuQuTcbPigF01Jx6Gl+k0HDqGs5jeq5sk9n5Wxxsq9k+Jkt9aLGh9dyNqafGuRMdp1NRKuxy7rFCDdmYEmw5f2N60BL2dp17rCAjahYlNGwZc2ztbP84E1iF0PHEVIMFPPXVYNKIrIYoiqalunZnCxIeffTRKZ1vujDaOpeRbU5sYwrfsXx8qx9beLgiT0kP4GiXosrjCQtHWLiWxJECWwosIZACpEinhJVOP+uR0sQq/RmohLqKqRFQlRXqskJNDlOX6WcjkmXCpIJSceZMe7hWAc/qwRc9+BTJ6QJ5ncfDwRUWnrRwrHYbWrVGaUi0JtEQqVQzY6UJdEJdhdREQE1UqdkjBLpMXQ4TJRUiVWvaYVs5XKuAL3vwZS853UNO58kpD1+4+NLCkRLXSm2wshuG8dcjtSO9HoFShCohUAllUSUSIaPWVkJZpZYMkkiXKKkTI9M0B5UeI037Gl9ovDCZPCI7dUf23nvv5TWveU3z77PPPhsyR3T9+vV84hOfoFKp8L73vY+hoSGOOuoobrrppm2mbM2krk7Zke3G448/zhe+8AWuuOKK6TqkYXsYt5JJex5oey5Xw3kTwmrJobJxZB5LONh4WMLBwsnumFvymFqikumdb0Ii4yyfKyImvWuPVUCig7a8rtaIbGpDmsNlyxy29LCFj5X9V0x/n3j+Bp3OnRAR6yDdVLV57kalbeu5geb5Lelhi7FN4qTXQafXoNPYEyK0UMRibNxKp+dPc8rS3LbUsU2a+WRCZ0LbjH+ologBbdHZhcrkqQWCG2+8ccL01I5W1y4kjLbOHNtaAZCWmaLWjgC2lcOWLp7VQ0EuwddFCqpAP0Vylk2PY+NZ4FkC3wLfEjhS4wiwWiQtddwEkYJQCeqJphY7VGNNNfYpxwVGVZ0RWWBUpjd0tUzTYxViCRtb5shZ/RTop6T7Keo8Jcslb1nkbEnOTm1wpcCR4EiNJcYqvRUCpSFu2pFqUJBALdbUYo9qkqeSlBhRJcpylLLlURODSGU37XCsInnZR55+elQfJQqULIeCbZG3RZsdrtTY2aW3ZNrYRWfXI1KCWAuCBIJEU02gHmtGIo9aEuNpj4qoIC1JoMuQzc6lJRkqm+9Kmjmyab5s9/d9vgcN1CQO647MgL361a9GT/I9JITg7//+7/n7v//7KR97ppiyI/ua17ymrb9hg2effZZnn33WiO0uY2IrrdYpMFv6zWIEKRwcmWsm3+dEL67O4WoXV3np1A8WNrL5XrdOQ2mtiVN3kkhEREQEop5O/4jRdApKVImFTSwclI7SYwin6cA2pp0ckcfTeTyd3s052sHRTsfzjz93nJ0/EHVCWSPUVSKRI5S1pkPbaB8jkNjZF0Hr9Jsr8rg6h0cOR7s4ysFJz4wl5IRpr0Sn5w6J07GLkFDU0qlAXUXpiFDWmpHiKLGahQkoScN63YwaNN6zhR890JOkFmjguOOO45prrml7fEd6HU5HQcK3v/1t1q1bh+u6ADz11FOsXr262VGgWq1yxRVX8IlPfGLK9nXDaOsuZtyiB+2/Zy2sZDqjlOpYHl/00quWUtQFitJlue9SsAVLffAtyFuagq3JWwpXKjypsYRGZu0BUydWEihBPZFUE0klEYxGgpHIZji0GApsvNjBzm7EpUyXZ41EFUs4+LKHEsvpU330yzw9rk2PK+lxoWinW87S+FaCJzWuVNgChBhzVlI7BKGS1JL0OtQSQSUWjMaS0UgyEtoUIpuh2MMVLsOWQ1U4E+wYUP30WTn6XJteV9LjCEqOpmRr8pYmb6fXwsnO37geSgs0EClJPbOjEqfXoxoLNtcdKrGNVZf4yieREUJYJDImlmGWlKBQSoG2WjR1bOGIhZhioOmuq2qODXOmdHXKjuz4L4IkSfjTn/7Eww8/zPr166d6OMMUmXT1KdGeC9taUetYOaRwcK0CFg6uKGIJB0/nKaoSvvbJCRvXsnBEOhVmCdEWPSD7YOhs+idSmlApAp0QqJi6qFMTBapyhEB4hMJBilqbI+vIHK4s4okivi6SU3lyOp16AvCEhW0JHCmxBM1psE7njnRj2qlIjYC6rFEXFWpimEDYSFEjEUF2PSS2zAPgihy+7MXXRXyVJ6d9fOHiNacBJ54bxqa9WqcAQ5VQI6QuagSiTiCrSO00q20FVnP8MXWUyjoZEI1V1WaVup3e5/keLWhlsogsGhzHmZbq2p0pSGhw4okn8uyzz7J8+XIAXvCCF3D//fez7777AmlvxnPPPXdaHVmjrXOXRkcTmaUhWdksjk+RHl2k1/LocS1W5yW9rmall1CwE3qchKITUXAifDvGc2OkVE2fWSlBHFsEkU0lcqhENsORw1BoszWyGHQkniVw6gIRNV6U+mVBNotWoJ8B1c+AlWeJbzPgCQZc6HM1fU5CyU4oORF5OybnxLhWgiUV0kq1RStBogRhktpRjVO3oBLbjMY2g6HFUCQZdCT5wMEJJDIUKK062rHEzrPEs1nqS5Z4mgE3oc+J6XViSk5EwY3w7BjXSXXPshRSapQSKCWIIot6bFMNHUYjl+HIZjSyyNsWw6Ek0Q5OKCmrElooAlHGlm6ayiXSNK6008wu+s8yy2g9vRHZmWSmdHXKjuw//uM/dnz8X//1X7niiis46aSTpnpIw07R2mJrrKVWoxG1Jb3m9JMj83iZA+vrIp7ycbVHvyiQt218S+LbIhVOCY4cW3m11ZlMsi1M0mmoemxTTWxqiY2nXBzhUhEOUqY5uLFOnUlL2HiiSI5e8qpEURfIC5dcdm4gtcES2Nn5LdH53JGCMNHUE5sgUVQTh6ryKAsXK8v1taRDKGrNczsidWQ9UaSo+8irAnnhUbQcfEviZeN3O5ybrAI0UTSn3+qJRS1WVBObqnKoaQ9P+JSlRZKlHgjLIlLVZiNvJOgkRjMWMUhjzY07holO7UJhW6kFU2GmChKa9oz7Fpxsqm26MNo6x2hbPGCsMNbK8vht4eGSoyhdel2bJb5g97yiz0nYq1Cl6EaUcgGFQoDfE2OXQOYEwpXNDDAdalSgUFUIRyW1UYfh0RyDdY/n6j55y8YWEolFotOb/SgqEes4TQPTNiXVS5+VY4lvs8yXrPA1y7yEZV7IgBfQ6wcUCwF+IcLJK6wcCBeE1UhnAhVqVABxRRBUM0e27DFc8xgMfDYHDnnLxpUCISy09oijXpRUE+3wbFbkJCt8xQo/YbkXsCRXp69QI18M8UoJdgmEl55/wvWoKeIKhCOSatlluJJjJHBxZJ6SbVFL0lqQrbUckQjTtDDhYIkYJaL0fdJj751ORXe2//fMGunKXl0c2Tm2YuJM6eq05ci+7nWv48wzz5yuwxm2xfgpyJbuA0CzgtS1CjgyR14uyaIHfQglKeCTlw45x2K5b9HjCkp2Og2WsxQ5S+NIjZ1NxTQcuoYzEiSCuhJUE0ktFozGFqORw0joMxLlGYlLjIh+ymKYUKbOpKtz5HWpLYLR40iK2dQTQMEGX2p8K52Gc6RGZFHJxgc2UoJadv5KLKnEFuXIZiRyGQl9huMSI7qXshylLstoFI728CkA0JOU6JU5erx0Cq7oQMlJz5230vG3nrtRiNA4d11J6omgkkhGo7Fzj0Y5anHCYJInJkELxYgYom6VqYotAMQqSHOGVZrHxXihXcC5spOVX0x1tDNVkDAXMdq662ntaiKlnaVG5SkmJZbmHVbnJXsXEo5cvpW+Yo2lBwVYS13kiiKsXA1L+9H9vehiCXwfLCvtVhKGWLUaYngYf+sQPZu2svyZIeInhik/Idn4XInHR0o87nkUs3ZsXkXiBTZV1YOHwxLXZ1XeYvc87JUP2aNQY3XvKH0rqvi7Sazdiojly2CgF3pL6EIecjmws/6tSkNQR1SqMFqhtHUIgKXPjaA2jBA+vYXRZ1w2bi3xZLnA41WXJx2HXFWSq9uUVQ8ONksdn9UFm93zsE8hZK9Chd2WjNC7e4C7p4fcrRdWDqTXorcnvRYArjt2Pep1rEoFd2SE/JYh+jZsYeUzwyQbhtjzjx5D5Ry2GOAxy2JrkCNWioqVpy5GkDJCqJbVyxaehHZET6KrCz9hLWXaHNnbbrut7YvFMDuMpRo0Wltljqywce0COasPVxRZrnenRIHVvk/oyGYeVa8r2DOfsMSNGXBD+vyAvB+S82JsL8bKHMzGHbNKBEkkiAOLWt2hEriMBPRlKeYAAQAASURBVC6DkcPWwGFLKNka+gwGiq1BiZFkgHo2te4Lhx7Lpc+1GPDT6a+lrqLfjRlw031KbkjBC8j5EbarsD2FEBohx86dhBa1wKYWOIwEHsOhw9bQYUtosTUUbA00g/Uiw3EfVR0Ro/BwKFrpF0G/46Tn9xrnT+h3I3qdkKIfkPMiXC/BclU6fqFBj407CCwqNY/RwGUwdNkaOmwOLAYjwXCoearioROFl2ieqRcYpcImCcpWSFVNC+CESpeZTK9qc3nFhay909lHdj4WJOwoRlunn20WeUHbDBfNWS4HkWXwO9ojh0ufK1idU7xwoEqhV5Lrk8hlReTSPCzvhaVL0MuWovv6UgeyFS+PdnNph5kEqCeI0RhRUlglcKsOOWWTlw492azVUsfBC10iXSRnSQZ8wXIfVvkJq3MRS4uK4hJwV/rI5T6ivwQ9PVAsgV8APw+eh5bZ179SCGGjE4FQEuLscxULRCyx4yq5RDFgJYSOJvEFMmfjFlxKdY9KlGpX3pH0+pJSTuHnwC862EUX2SMQpXxqQ28fuqcP3TcAhcLEi+/l0YUe8HII6YASyEigkzK55xIiS3JwVCFURR6yLXKhi6PTWccEK31/soUjxt67yfV1vqdxqXmUWjBTTNmR7bSKzsaNG7nnnnt4zWte0/b8d7/73Z230LDdtK6j3WinZQsPjzxFnafXdsl7Fiv3W8qKvE2PAz2OZu98QL9fpycvyJckTslHFiXSl+BmqQqZiOpEQZigqoqesiIqS2plm5Gqz2DdZ0toMxjabAlhKNCMRgn1JI02+pZF0bHoy3K4Uuc5pt8L6MmnPRLzRYlTdLGKApGz0mmnxrl1ms+g6oqeqiIeFdTLNqMVn6G6x9bQZUtoMRgKtgYwGibUEkWiFY60KDjpcfocSb8HS1zFEjei3wvpzQXkCxKv5GAXBaIgEZ6VnjsLyepIoYMYVVX0j0B91GFp2WOw7jMQuAxGFiORoFjRlMOY0Yefo9dy0bFmWOSpCRslHKRMV6JpTn3NT/2cMpPmyM5Bbr755uYa5Uopbr311mZ/16GhoWk/n9HWuYeYsBogzdaAIitGbUyiDBaWkRRylEXEqo2j+NUIZyRCPrcF2VtBFDeC54Jjp5qSJBAlUAuhXEcN10m2RgRb84wOD7Al9nmu6LPZtSgXBFk8gFyYIFXaecC3JUVbkndBuJqqkzDkRig7pFQOyD0d4g4prGIFkashPQscibCtrMW4aLQKQEcKFSXoatahpaqJKj3UywNUtMdwwaXiuiShhRdJ+iOwQk01VkQq7UIgbYuaJ9jigvASalbE0q01eqMauaEY+5lNyP4RZHEj5LNCTtcBJ3M6owTCCKoBeqROsrVOvMWjNlzkWVFiuOAwVC4DAZZIb1hFY6Wwlven9f1a6Po6aWrBHNTbmdDVKTuyDQPGP3bAAQfskAGGHWXiErKCltQC4eDKYtoKRfex3PNZmbPILcmzJGezZ16nTqQbsdfyQfLLE+yVHnJpP/T3QKmAzudTkQGwsmVs4whRD5C1GvbQKN5QhfzmCr2bRhjYVKNvOM9zNR9PunhS4Fk2tdhCAQVb0OvCUlez3I9YkauxpLdKfmmEsyLrI7u0BP0l6ClAoYD2vXTaSUhEEkMQYNfqMFrBHRwlN1ilZ2OZgY0V+gfz9NTyFCwHV6a9E8uxJNFpG5xSNpQlHqzwYlb4dZaWKpQGAtyVEmtZAQaK0FuEYh6d88F20nC0VogwRNbqWOUKztAo/pYypU1VBjZUWbIlx5ZajsHQQeMw6jjIvhx5q45bE5TDAeqijJAWgRhFihjV0mFiTGwXbq5so09kJ+bil834Bt7vf//72/7u1GFgZzDaugvosKQ3bQ4Rzd+FaCwjMLG3dqQFW7wellphWsiUi7GLIHtsZK8P/UUo5CDnp1PpQoBKIIggVwfXRkoBWuOEMX4Q4QcOfpSkixgISLIPT6g1dRUjAUFaX9BYwckSaTqYb8d4XoxbUNg9AlmyEHkXkbPBs8G2xwogNBAniChGBzHayTxmJ2sXmMTEiYUb29ixQgoLTVojUU8UtSQh0iotltU6tUqAJzWeFeO7EW4hxuqVyH4f0VeA3kJ6PQAcJ9V4gDiGegCug5BgJQrCADeM0+ua2Gxxe4n0c22a0XhfJBNTC4SQLYW145YJZ46KzxTQk+jqXOtawAzp6pQd2auuumrKJzHsPF2nwppiazUXOwDSHoeiSFH3UqLAEs9iwIPC0jxLfFjthyzx6/QVa5T201i79cNuS9HLl6L7+1Nx6ULzs1GrIbZsQW7agtu3FZkbxXp6FLFVkyBIcEi0wM7+Y+Zs6Hc1yzIndtlAmcLuCnu3EqzuT4+9Yhl6yZKJU3Djzx9FiMFBxHNbsPs3ky+OYD1VRm5SaF0k1gKNREpBrMCzoD+tlWCpG7PMr7O8p0zP6hBnjxxiVR+sXIpeugTdwaEYP3YxlJ372efI9wxhP1HB2xyRL+eoJEU8aZEsyxOEdSJl8VxYYIQeEFCTLokKmmkg6HjsfRxXlDDfp71amc7UgplGqdnPLjPaOtcY62M9tupftvJf9nikE0ZCzbMlnyVSYguFIxVWTqezOiUXevLQU4RSEZ3z0Z7fjISKKEx11PfAkkgBdlLBDyNKYUA1ssnZNk5kNesUIqWo6DpKKOI4hyUFedvKNE8gpca2FY6fYJcEstdB9vtQ9KHgg+el+t7IkY2T1IGMIkSljvDT2TExWgcCnFjhBAl2PYvU6rEes+UoZphqqk86TxELR4BvKfJWTI8bUiiFuEsE1lIfsaSY5uqWiuh8pvGui7as9HrEcXo9bDtNeQhiRDXCqiY4UmELhfRsnoptAhUR6aTpkDdWZGy+TzSKvSwgZqGiJ+sjO+vWTM5M6ep2ObJa62mPPhhmhtaIrCUcPOWSkzY9rsD2LEoFm4Kl05YwXkSuEKciN1BC9/Vs04ltI5dD9/UhghDKVWSpjpNLIxJ+1jPRswRR5qV4VnqX7kuF70S4+QRZcqE3B32p89gxj6wTjpPaGsWIah3ZU8cuxvhDMb4V48u02tfJepq7WSNwSG3I2TFeLkYWJaLkQ18J3dc7qRPbiu7Lzh2EyGqAPRKTq8VEUUSxpggTSX+vy8YNgh4XciJdrjJsrJ4mpi09fd6Q6LH0u/HMNUd2tjDaOrtsf25s9lhb1wKrGZVtoFFIAbnefLafRkqFtEHY6RQ+jg2ug/ac1In1XMj6ZmormxJXGoIQaiEyH2IVEtzRBN9u9H4Fq6WFSigD6qJKohL8uI96YhErmpFZITTC0uBKRN6GnAfFPBTy4Hto3wXZKPZKmlrWtsBOnCAqEcJO22NpDQmCSAsCBbVEUdYBZTmMhU1O+UiRdrzxGgW7boydU8iCjch7qSOd81OHvqHzrtdcEUFHUbpQTBSC54BjI2yJtJO0bVmmFH5vHv1cDd3o/CIspG6/0WhG1DUt3X0WXq6smkRXk/k1lB2m82L24zj44IO57rrrCMNw0v0eeughPvjBD/K5z31uuw348pe/zN57743v+xxxxBH88pe/nHT/66+/noMOOgjf9znkkEO48cYb257XWnP++eezatUqcrkca9as4aGHHtpue+Y8QkzsWNB8ql2ArXR166yllcbvy2WrzCg8K8F1YmxfITw7FY1cbvud2Aa5HNpzwXMRnoV0wbbSBtdSpE2VrGxLU7I0tlQ4tkK6IDwLPBedbdvlxDZwHPA98ByEZyMdge0obJl2GrDF2PKHUozZYYtsH1sjXAm+k33RTK35vs4X0i8lz0X4EttXuE6MLxN8S+HbAr83l157S+JoN10xrDXXTnT5CE7yPs9XtBZdN+ZQLtc+++zDvvvuO+Xtsssum/K5jLbOXRq5lrRMV8ts+WwpxorAtBQsGfBxpEZKnfbeltkkiyB1WmX2gGWlv1t2ujkO2rbRnpNGSn0HPBvpSxwvwbUTfJk0V8KyRbo4TExETQ0xKrZQUSG1WBOodHUupbK2VgKERepM+06qVTkfXSygcwV0sZhuhSLkC2jfTzsquE62pU4kacYDGkGsso41CVTjmBE5RFUPEmRtDm2Rti50pcazE1w3Qfqk3zF+OkbtuVlebLbZdpZekNUjiOxaiUy4RboMmSVBZt1kli/LE+mx6F7DcW28P+Pfu4WM3pa2zhFmUle3Kyx0+eWX88lPfpIPfehDvP71r+clL3kJq1evxvd9BgcH+f3vf8/PfvYzHnjgAc4444ztbjr+rW99i7PPPpsrr7ySI444gksvvZS1a9fy4IMPNhvmtvKLX/yCE088kYsvvpi/+Iu/4Nprr2XdunXcd999vPCFLwTgkksu4bLLLuPqq69u9o9cu3Ytv//97+dl651t057PJcRYH1lHe+k625akGgtKxRy20NgiFdzm5zvR6fRSGKYFCJbV9WwTqFQRtTrUQ3Q9JgkgjiWREtlSgxDpVM9jDbFKV7KJYokKQQcJIgjTaACgazUoFrfv3FEEtRoEUVqEFWniSBJn521skUod2KzPN6GWhLEkDiW6rqAWQBAiajX09p4bEEGQTsmppJlnJbL+s43rTDFHdVMNz5J4kUdde83oTvM4QqL1ws2NbRAD1jyIyO7o4gN77733lF9jtHUX0XEVr8ZTY1FYKce6wDgyXRHQE0VyugdP+1hYFHpzad9tMdYNWsekxaFRqm/UA0SWC6q1AidzwlS2VHUjmdG2EY5EeALLTfCdGC9rh+hlfV9dKZDKJlCjVNRmbNcjF+5Gr+NSdiS1xCIIbVQsxjKVhIDMYdZO6tBijRWdaSHHIqGtq+BojVapptdji0oiKUcwEiRsYYSt6gmiuMKAV8QTFp4lyFmavJXg2zG2kyA9kU7HWXLsuqsspQGA7CYuThBRkGp6PYB6mGp7rJoNXiTpdXYdSanHpzoUkdclEhmnkXJJ2rNbRc33TiedCmtbxjjPV/vS8yQiO5O6ul2O7Ote9zruvfdefvazn/Gtb32Lb37zmzz++OPUajWWLl3K4Ycfzsknn8xJJ51Ef3//dhv4pS99ife+97389V//NQBXXnklP/rRj/j617/OOeecM2H/f/qnf+LYY4/l4x//OACf/exnueWWW7jiiiu48sor0Vpz6aWX8ulPf5oTTjgBgG984xusWLGCG264gXe+853bbdtCQCCxhcQSArvgoKy06CpBECmLKLKI6xJVDZHlKmKknN6x923nexgEiNFRGK2kVbflmKiWrsoSKotIi7QINUn1Mkwg1IJASYLYJqpJnHKMLNdhNF0zW/g+2vXGiswmG9/ICGK0DOUauhySVCCMbOqJTagkYbZ4QawgEula5gBhIggSiyiwUNUQXQ4RoxVEPpdO/fWUtj32SjUde3ZuXVXEdZleUyVIECgEwncRjsQSjcUPFnZ0YDLmS47s0UcfPWvnMto6h2ipN6AlLxZAyjQdyMLBFj45lcfTLr6wWb4sn079N3ptq4YjS5pMGoRQr6eRRykQSkEcNYtICSNEGKU3xXE8VqQk0xSBxhKudnZ8SwrsxE6XZ9Uhoa4QaUWgUo0LlUWiJUkkINJopRCJSm+449Rx1kqBVOl9c6JSO5Ik/T3JHLsoRscKFUIcW6mmqzRVLFCaQNRI4nq6aqJ2sKXEbgRVs2B085IqDUpBHCPCCO0EY0kesRy7cEE9DRDU6xCE6ChpOrINs6ws6rt8WZHh4RqR9gl0jkRExDrIlmYfa8OVFn5Z7e/xAlogQU3StWAudYmZSV2dUqLeUUcdxVFHHTUtJw7DkF/96lece+65zceklKxZs4a77rqr42vuuuuuZuPzBmvXruWGG26AbHWfDRs2sGbNmubzvb29HHHEEdx1110LQ2ynQCN/SAqIcj5BAvUEykIyHDigIU4E9hNVnPpWrHIdMTSC6CulkclcDt3sWtBIxo9SB7ZcSZ3PraPo50aJN9SpbLQYHC7wXM1nc2AzFAqGozSXCiDWEjsUOMLGJoclNVpXyUcj2NW0UlYMlhGbt2SNuwupY+lk/02TJBX8aiV1YIdG0ZtGSDZVCTdqhrfk2VTJszl0GAwlIyGMRppYa4JENHMRbWljSx97VMMzUIxruLUIOVxBbhmCniK6p5g69Y43VpgRR1CvIcpVGB6FwRHU5grJxoDac5KREZ9y4DEap90S6kn6PRbmfeRIue09WYw0VmXrxFxyZHcFRltnjkmX9W5jfLeCsYisLV1s6eHLXgq6j6X0UHIdSjmH3pKLJ9NZGKUhURZxTSIsBXaIJUUa9AtjRL2epkPZdhqd1NlsWBBAtQ7lOroWoesKFQuUkgh003kjW/2wEOYpyCVoO/3kRDqmnmhqiaCaCCqRTbFu41ZC5EiQFnC5DkKmHQdEHKc2kDmQUYCo1FJNL6dpArocokYSwqpFNfz/2XvzOMmq8uD/e85dau11tp5hWAZkcWGLC45AEJ04LIoTjQtRgVciqIAQYhCMMJLwZlx+JkQ0oEYZfFFRjKKJBEUQcAF8AX0VVAQEZoDpnq27a7/bOb8/7q3qru6qnumZ7p5ezpdPMd333jrnObe6nnrqOc/iUI0sKpHEiyBQEUpG2FYmbgyhu+LwqeQ+WEk+goribl26EiJStZHGB54XV2+A5vsQBPEOWamKLlRRQx6qoAirkkhZKB2Pn5awbFGO4RcKdAQO+PHfOBIiAiLtEUkvWd7oUly73vka/fcyF+Jl9QSe14XyabPPMk62b99OFEUsW7as6fiyZcv4wx/+0PI5/f39La/v7+9vnK8fa3dNKzzPw/O8xu+FQmEPVrRv0Um8kE6+aSod4okKlSjAj2w8LRgeqqIrgpwtiFKaDlvS4TjUCg6dz9TIdhZxu/qxuixEzkFkHKSdvPEtGW8zJS5WVQmICiHBoKZWcBkuptlRTbPNc9jmabZ5Pjs9xbAfUYkiJJC1bAqupJiWlFzF0LDD0h0ZerdU6eyI73mmawd2l8DqtBE5F+laYCdbUpFC+xG6GhCVAqJhhTckKRXTDJYzbK25bPcE27yAbbWAYV9RDAIiwBWSocQgLqYExTQMpyyWDGZYslXQ9XSFXFcRt2vL+PWPXnstJKqEsfc5WXuhlGKolqIYOBQDSb8XUg4jyqGm4GsCJH6kqcgynqigdNh4nUa/dvOdqezsZWjPbNGtc0+v1nVo/KVaI4kSr14Q1ZDCwRMlHFJoNBlLcupBkm67QLcVsChVY9mBRewlDtbhS2FRN3pRD3rJUrS9+x+1YmgQ+4Ut2JsGSD29k9yfduL0d6OiuIFAObTZWQM76MARmqxaRGfKoi/lcRABh7gFlvUVSR+eRaxaij5oJWr5il3OO/Y9KIYGcTY9T/fTL5B9Ygsdf0rhVHtQKkU5EgwXeqgID4sUKWxy+YClkc8BVDkgO0zngR7uqk44aDl6ZR9q2fJJvBYxcscOrK1bcbfuJPP4VsJtAZ1/6mCHSpNLZThslcV/PwWBCPCp4ukSgaoSRLXGa6d12HhN56NpZzp77UNDdjaxYcMGrr766nHHOzo6Zk1GsRipMZL8Xq95WN8Gc7GkiyVjD6pjCSy7Rk0NsU3UqA4UsaSgw5akbNjqQNaGjKVZlvbJ2wH5lE824+OmQuysRjog6zv89R2ZEFQAUVXg1yxqFYeS5zLkuwwHDoNJd60hTzMcKIph0NzZy3bY6kr6U4IeR9PjhnQ7IV2pWOnk0j7pdEAqGyFTsQyNBH8Vz608CKoSr2pTqqUoelWG/TI7A4shX7AzacZQCEMqKkChsLHIJ4vpStkMuNDtwiJH0e2GdLk+HfX1Z0Ls9Kj119ceQOSD8kbWXvbjzmbF0KYYWlQjwXZPxFtvIRRDRaQ0JScEt4xFjUwosCOHSMVxhZGSaJ3Eiel629rmuK3Z5BnQWlMsTr5w9YQNEWbP8gxTxGzUq+O8s01y1JOk6vHrFrLeYMaKsKWHsApElqSkOklZGZ4qW7zULuJ3Vih0BHiLemFpDr28L07qKntQ3jx5Qd0MoisH+a0oZ4BCZYDBHXFoybZiihcKis3hdqoUiVTIoo5hapEi1EVKiwoEizqTjmJLYhmefHrPblg2h1jSBYM7iQaeIXp+C8FQD5WSw/BwwIAeQBGiqZKpuvR4IYvDYbb2lhnM9EDXEnRXNxRrUNxDGZw0LO9DDA6BKuJtegHfc9i5bRHbfJshJ6JmbydiGBEVsCMPVIQTxa+d0nbjtR1xIIxSOGNiY/eVrt1TvapNZ699Z8guXrwYy7IYGBhoOj4wMEBfX1/L5/T19U14ff3fgYEBli9f3nTNMccc01aWK664omlbrVAosP/+++/hyvYNWqumlp1aR4S6SlEO4ZHBC7M4wsaPbNxQ4oWxQZuSkmKYImu55KoZUgVF2opISYUtVZywNIpIC0ItCCILT0kqkaQSWZRCQSkUFANNwVcUg4iiqlGWFQIRe2VqOoMfZKlFLtXQpuTCYGDTYdvka3HFgEwpImspUlLhWFG8TZXIoBBJExqLWiSpRRaVUFKOJMWQOAkhgFIQUYgCSlSpyQqKEAsXT8UlcvxahlpkUw4kRdciH0jyNZesFZG1269/7NprSlIJ43tQCqEWxQZs0dd4SuFHirIKCXRIWVaoUiTU1YYyrb9eC8Uja0ILZobZolvnml4dMXLrBq3dMGot4WBLF0dmccngYiMQbKlKupwsldChp1JjmdiJvXgYOVSE7g5Y1BPXxa5vo+8K30ds3QpbtsJzOwieqTD0fIrNg51srsQ6cmsNhoOAqijiUaYkygx6KfodSbaUQz6jWeYVSe/8A+KFbbBiCXr58t2vCJMkYYltW+H5fti8Hf9PFXY+n2HTUAfP12y21zTDkU9VFlGEFFSNnZ7DC1WLlOhEPSlZUh4kvb2E2LQFVixDL10ct6mdzGuyfQds2wY7hlFPbiPcHrF1U57BWpoXag7bPYFAkdZZQuETST/Z8QrRIlkHdkPHztUSWxOhJgotmD/LnJB9Zsi6rsvLX/5y7rrrLtatWwej2pVdeOGFLZ+zevVq7rrrLi655JLGsTvvvJPVq1dDUt6hr6+Pu+66q6FcC4UCDz744ITZvqlUitQkSy/NThQqMZIiHRGoKhVrGI8qgfTiOqZRFjuyqIYOrhS4UlIMBGlL4Eg7rlloOSOlXuqO4GSGKOki4ifVAHwlqEax97ESKiphRFmFlEWVqixRo0yo45irmsjgiRy+7qDmpymHNlnbImMJMkkmQ8py4tItVvzHKcVIEoUeVYs0UOCpemFuknIwEZUopKR9yrKERxmfClpHSOHgywoAge6i6qephmmKoSRjSTI2ZCwbN1m/M2r9Y9ce1jspaoEX6ZFY2EjhK0UlCvG1IiSikhjyNcr4ukikAiIdJa/TwjBg60zY2WumhZnHzBbdOqv1qmg2WpsZVTtW1ne87DiJSNhY2Cji2PuCr9lSsymHFgXfIXpakO/36Nzej9UxgOxyET1Z6EzHNVzrnb2sUQlOvg/VGpQrMFhG76wSbguobLcYHOqgv5JlS81lS6xG45AtStR0gUBVKVtFBoM8mVoKR9pEuoNqaLNkqEz++X7cZduQi56JuxZ2ZCGbhbQ7JkY2kaFQhqEyAHp7iXBbQHmrzc7hTvrLWV6oOfTXYNALKckSvi6idERRDrHTT5OuxklxIXkqgc3iwTL5zVtxl25HLsrGNcM7c5DNxDJAEi8sIUqS3aoeVKpQqEChSrSjRjSkKPS7lKpZnivlGQ4ttnuCgh+/DgAWI6+REPbIaxdFI529GrGxo173RoezuamF5lpnr+lgn4YWXHrppZx99tm84hWv4FWvehXXXnst5XK5kWl71llnsd9++7FhwwYALr74Yk466SQ+85nPcPrpp3PLLbfw0EMP8cUvfhGS1maXXHIJ11xzDYceemijRMyKFSsaCn2+UP9GKRomQOyR1Y04r5BI+wSqghIhCAjx0VJhawelMrjawlaSUFtUpcS14sxYx4qNOGvUtlu9JTdApHVsTEYkiVQaL1LUlKKiAqqiSlWU8Cjh6wqRikMLlAxBxJ1YlNaEUYpAO3iRpJpsAyWtwLHleBlI3pij5/dV3CaxFilqOqSqPSqyQpUCga4Qag+tFVIEaJkYjgKUUEnCsIMfWXiRRcWqN06oG7GiUYN29NrrBaiDSOMrGt7XQGtCrahon0D4hCKIDXmCWBbljXgLGO1BVw1Tbj55CsaijEd2xjC6dQ+YoN6oEKIRzqXQKBShjqhFNsVAJH/bFulahmpoo7QkNRiQynnYnR6yw0ZmbMg4sYIZbch6cdy/rgREBYU/LKgUUwyVMuzwUmz1HHb48W4TQDkM8ESNUHmxjqdMRfuUAodhX+JKC0ukibRgUVglX/JI7ShidZWReQeRc8G1Yw+BEHE1AS8EL0SVAlQxrnXl7xRUCi6DpSw7vBTbfJudvqDoa8oqTBoyBCgd4ckKZeVRDGwyviAlbSAdV8gJq+TLHqmdJayOMjI/hMjG9XIhSSSWiRoMYjl0NSQqhURFjV+QVCtpdpQylEOHnYFFMRSUw9iJEOqI+JOv/pko24euzMOqBSbZaw8M2de97nWcdNJJrF+/vun44OAgb33rW7n77rt3e6x3vOMdbNu2jauuuor+/n6OOeYY7rjjjkZCwaZNm+JMxITXvOY1fP3rX+djH/sYH/3oRzn00EO57bbbGnUOAS677DLK5TLnnXceQ0NDnHDCCdxxxx1zr87hHqBRaJUke0lJmAS7KxGiZUQk4iQFKWwiEWFrB0tJfJ3CRuIKiS0FlhRxc8ZRHtk6sVdNE6GJlMZXOlboOsIXPp6sxd5HqgSqQqAqoxLQIrTUKKkJhU8gcvg6TTpM4SaGrC0s3DYyKB0berEhqQlVbDx6KsIjwBceNVnGo4qvi4nhGKC1QgiJSooRxvciJJQBnk7jRSkcZZMObWwhsGXcVjcufSOa1j52/kiDryN8HREQEAlFTVYICVCE+FSItBd/6Civ4Y3VKlpwFQwmCi0wlqzRrdPF7lctqFOvXiBalsvTRPgiQGpJJYwo+FZSHxukcMla8RfjTDkiMxyS2ZnkHbgeVqoWNymo21Mqjr0PfUFYs6nVUo24++HQZsi32enDoAcFP9ajRV2jKoqEqkakA3xdoSrLlEKXIT+FFAKw8SNBLbLpqKXJFzyymQAn7WO7XtyMxhqRQQWg/CT2vxaHIFQ8h4LnMhQ4DPo2O+q5B35IhRoB5bg6gA4JdIWyrFAMU7i+gyUEkY5lKAc2ndU0+WGfdCoglQ6xUyHCid/00qLR2UtFoANB6Am8mkPNc6j6Tpzg5jtUojgHoxIKyoGmEsafPYEM0Ixt7z3yOjKJOt1zrmrBBHp1oXhkhdaT86dLKVm0aBHHH388X/va18jl4kzKgYEBVqxYQRTN/W86hUKBrq4uOjq6Z22yVyOOq3HcgmRrhSRhwZIuUroIIbBFGiksbJlGChubFBbxNplLJjZqtcTGwsJCIJo9sqO+3UVaE6Fir4QICQnxhUdAjZAagfYIVCU23JTfCHeQwsK20lgihS3TOCKFTRqHNK6OtyBtbGxtI5FYyKSpyyhjEp0Y0hEhUTy/CAjw8Kk1vLChqhEqP8lYjQ1ZmSR72SKNLVM4MotDOul/loprIWo7uQcjczdKIY6ZP0ITihBFRCACInwiQkJqREQoHRKqGkpHhLqGUrFRHSkfraOGYQ3hqCSv+tsx+XcWJ3sNDw/TuRsxb4ODg/T29nLVi/4BV7aOFdz43Fe5/LNXcO65506DxHOD+a5b95VebWnItggtGEnyivWEJR2kTPSSlU4aImRxRJY83Tg6RSdZuhyHjCVJWdDjxrtKXY7GFYq0pcnaEa5UuDKK4+6lGjHcEESRTJq0WFQji6qSlEJJMRSUAsGQryn4ETvDONdgUO6goPupBIMo5ZOyu8jbS+nVy+gVebpdmy4XOhzosKHDjmP/s1YUd9sSCstSyHr8v4ZQSQIl8SKLWhTfh3JkNeQo+IJCoBnyIgajaiyDGqAa7ECjSdmddFh99Kgl9MjcOBnytiJnKdJ2SNqKcGTc4RGIa2wn9yPSMpFF4EcWlSQfoRpJhgOBF8GgH4dyDXkhNR1RoEJFFOIQOl1JHChVwqgGgFJeY1cQkooUTR7ZZl1L05mZ07uT1askOymP/J+HOGXJ2pbnN1U3c7u+g82b9yDhcA6xR6EFP/7xjzn//PN59atfzX/913/tUUcbw1SjkxjZ2DiSEBtMaAQCLUKEtIm0j8CKlbSwEFg4IoUQNpaw43MkvapHeSMkorF1o4UijgCNH5qQUPtEOiDSPkoHhCpAKT/xiCbJWkKgdISUcZ2/QDhYwo0TKURs4AhiOSzshgyj5dAotFCxodiQwY89AyqeP9IBSgVEOmh4qEUydyx/iNI+ofLwZV2GWI5Wc9cNaVXfwBLx5uLo9dcNV03U2G7TRIkMIUpHjXsxYsSqUa/d/Mcke+0ao1tnFyOhWhqVhGtJYeNRIxIRUgtkAF5o4VqxMehIKAYSV4qkXasd15mVGhsdt45thBLFCaRx3L/AU1CNq/xRjaAcKEphnDhbkEUAKgzjR2Ui5aF1SKCqeLpAQaRio9TLUIscyqFk2IacHec+pKUTdyCTGgvdMGQ1Isk9EPiJDCS9HKoRVMJmOYblMBWGCVSZKAmVClSVmixQlA6ougx2Q4aMZZGx5Lh7QdK2vI7ScTOZ0ffDj8BTcShBoKAUxKFcBeXjC5+aqOBRTT4H6sleesHseE0UsrVQPLJ71GZo+fLl3HvvvRx55JG88pWv5J577pl6yQwGw7yiXn6r1WOO5llMOUa3GgyGyaBpr1dnU4va6WTSHtn6llAqleLrX/8611xzDaeccgof+chHpkM+w1jqn/ijMvmBuE+2oOHlUxoEKg7kR6KkhYhClAgQCMJk+14IiY8de2eTloxxbJjVcktONzwJSaynVon3MYy/nauw8S1d65FrSDrmaBF7JpVKPMKy7gmu9zSP5ZD1+rj1dpGIprnrHhKdeKG1juL4U+WjSGJQdZQkValkbbG3WgmLSIdI4SGUjSUshLBGMl4nuAcTyQA6Dh3QEdQTEOoyjJEnrn1Q39JSbUMK5hMTVS0wGN0629Bax3q1UVTfSraoKwgpCbDj3SmtcZWDrSxqkYMtBCU7yTcQI8mrccy/HJd3UE9eDZOW2n4EvooTWKsqpCpqlGWRCsMA1KIhwqiahCpFRMLDj0oIy0KLiFB3UQ3SlMI4XteVkrQt4ko0EmzRLEc99n+0DDBejnolmgrDeFGBIKqilIfWmjCq4YkCwhIoqQl0ME4G1xK4slkGGJ+H0ZxQC4GGUCmqoSLUmooKCIkoyxIhcUJtoCvxblxyT7QO4+DfUWUO5ysTVS2Y3ysfYdKG7Ng/io997GO8+MUv5uyzz55KuQwGwzzDhBZMjNGtBoNhskxUtSDSbSrMzTMmbcg+/fTTLFmypOnYW9/6Vo444ggeeuihqZTNMIqRcltj/yp14/+xV7YeLRKitSSqeyOjKI4TrZcm0fUYUJF4KwUICyHiqFCaeo6Pmi35lqvq5aNaeB7r9WxHPI/150KkbYSI0CIiQiK0RchoD+yIHMTdzsfJMHZurRWKKPZs6hFP6eimqFrTqCUosNFRhErmiURc3FwKq+Xco+/DuPVDkxw6iaOl0aBipCyabiR3JeW26h4DdFtTbjYlee0tkdZEbbwj82eVe47RrbOFkdjKRny/juKWp5JG3L0UFkqERCLCEhY2DjWdxlY2rrLjSHshk3/jSiwiyTOr5xzEegkiFddDDbUi0IqAEF8E1GQlab1axFdxfVc/qiRJpElFFuURRHHqv7YiQhHgiRxVnaEUpnCxcQOJLSyspKRhvOM0wlgZgIYcnvDwZK1JDj+Kk3nrel6ogCCK63QrKyQQtfEyiGYZZL1LpRiTg1GvjKN1ErsbZyL4OiQUIZ6sERLgUSEiINTVUaUNo0aCcfMXw/kbL6tor1cXyg7YpA3ZAw88sOXxl770pbz0pS+dCpkMBsM8pL25bsDoVoPBsIcs9KqG+7QhgmEvaMTKNtqSxH+0ut6WT4DQQITWIvZGauL6A6K5EkDsgRxVRHqCwuDxVGNjj0Z7HdUoT+iI13FkMo3WgkjLeM7EM6yayvGMKWg9Wp69mZt6iasITeKVFnYjdnZS96GNHDRlOqtRnoCRpgfNMbFM2Pd7PqFU+yqO83jZhjlHPc8gbGhJrQURoJVGCLu+B0YkAkJZRWIjhYMj6uUNHQQyrgGj44eIxteljaugaOp1UAIRoERIiE9IjVD7STnBkXJSofZRKkRrP9ZmCqCWyBkRSg9fFrFFBks4uKSRxDJZympUYhF6VL1UkZQUFPGDpP54XY4gKWkYaY8wiuWKywjGtcqjUap2rAyOSMdz48b3QyWVcXS9hOTE9yQScVWYUMS1uQNib3Skg0YliahRESZMvLHhqPrl4fz2yOrm+z/23ELAGLIGg2FGCHXy3aoFC0TfGgwGw5Sik8S4VpiqBYZZybhY2dGuLDHmOj362ijxMEZJXFb94hFP7WhaxccyKkY0ZuzPE2ThjwwwIpOQI7I0LpNj/m1HKzl2FXdav2dR4540vLMwqvvLaG91+zjhXcrSeMJomWh7T5oOzUPTLtIgjSFrmK3U39dipAVKo2mJAiE0WoQg4hrZQkhC4WNrJ9FoFr6MPbEyibsX9Sos9dj/llVQokaNaqXDUY8IlXg+Ix2i6q2+dZBk5Sf7GyJMPHKKSAdYyiOQDpYoI4VNVcRVaSR2LE+9NvbYro3oeGzqccHt5Yhl8EfJQEMGpSPkGBks4TbuiRRO437QIu9jRPclbWcaeRhxhZhIBUnVmLhSTcMLOyo3obnhTPNn03xDTdSidoEoVmPIGgyGGUHrCUIIFojCNRgMhillAr26UEK2jCE7R2lZxaDJOytGVTRIanCMass38rz6N+oxcUq78wYY9e12t2M+xajrR53blTwTzU07b+e4RYzEFY+9Jw2v9Zi5J3sfaOtN3bUXtv1z5weR1khTtcAwq9DjfhINz+zIVUqHCFQc0y8EEXEVmNHeWYEgUCOVX+LdnHocqNWyLe9IXH3UqEOtUI1ugHE1lJGa3PFz/EalFNBxuE7iEZVao0WE0AERSW1wYbeVaWRumuZvyJbMO7o2d+zpDNvKoLWOK8K0kMESdsN7XWdS96VFpZzWFWJG5ydEu94Vm8OoRLe2ot3x+cYedfYyGAyGyVKvI9vqsTDUrcFgMEwtegK9OtlAio9//ONxabZRjyOOOGKaJJ86jEd2jjPag9fWO8v4osjNnr9mb+1kJWj+tX28p0CMOa8bVRfGeSJ3+U1y9/ZSJvZct5l/j77F7uI5E4w5n72wo5mws9fCuAWGfUBLHTmu6sv460e6JZJ4+2RSGSbxbOo4414n1U4AhKzHfdZrVtdrpbb3GelR3sKJa1AnZskoTyhJln/sEU3qZ2sboWVSMzzxBIu6PM1ytVq3bszTLEdTbe4JZVDxPdISLayRSjBCEia1y3d1T8bel9Fy1ev4jr4/I9fvTpWYcRO1vA9zBT1BLOyefJS99KUv5cc//nHjd9ue/Wbi7JfQYDDMC0xogcFgMEwteoJGM3sSWmDbNn19fVMg2cxhQgsMBsOMUK932OoxWXU7V7fADAaDYSpRtNerSseGbqFQaHp4ntd2vCeeeIIVK1Zw8MEH8653vYtNmzbN6Hr2BOORnUe02hJpWaarxTNHnrAbjZl341teK1nGHhsfatBGpkmyO3NPPH/7bcfxl05Ozrm2bTWVxAXOpy7JbS5ugRlmGS3LF46EG4nRiZyNIsgqedpIqAH1rfIoGNm+H6c/xvqNxiSJttwmn6C04CjZtVCgdaMRzkgTnOY222ObD7S8JU0yMEqOCWQQIgmL0AhUUlpxVOObsaENe3Bv2ssG48oe7ioReZ4lQbXTqwpNsVikq6ur6fj69ev5+Mc/Pu764447jo0bN3L44YezZcsWrr76ak488UQeffRROjo6pk3+vcVofoPBMCNEelyo9gh78LkyF7fADAaDYSpReuI6sh0dHWzevLnpeCqVann9qaee2vj5qKOO4rjjjuPAAw/kW9/6Fueee+7UCj6FGEN2njORp6tVwP9MehgnLdsUzTvRGBMmzO3FuAaIlEa0ae2lgSAIKBQKTcdTqVRbpVvfAkun06xevZoNGzZwwAEHTIvshvlBy+TPxsm6d3H09aPPR83Pa/wtR4BoPD3+R7b4cjax17H591aJSuMTUjV6ZGep3ldmVMOXepKX1mLMCLuShXHezSY5Rs3fdCvayBBfLia4N2NlaiXP2GOj70c7D+zY6+Zf0q3WsW5thVKx97uzs3OPxu7u7uawww7jySef3EsppxcTI2swGGaEemhBq4cGbr/9drq6upoeGzZsaDlWfQvsjjvu4Prrr+fpp5/mxBNPpFgszvi6DAaDYV+hJ9Cr7UIOdpdSqcRTTz3F8uXLp0ze6cB4ZBcws/kb6L6SbTbfk7lOpHXDJzMWreG0007j5ptvbjo+37bADLOD3fLM0q5s4Uir65HLxo4zqpxho8xUixKHLVqm7k5zmdHXNHllk5KCjfNjPJDjGs+0YMKGLrsjw+imN+OazrSZO2mfPn7a9pVQd6vxDBN7YduPM3fQE1QnUJPcVfzwhz/Mm970Jg488EBeeOEF1q9fj2VZnHnmmVMk7fRgDFmDwTAjTGTIgsZxnHm/BWYwGAxTiZqg/NZkPbLPPfccZ555Jjt27GDJkiWccMIJPPDAAyxZsmSKpJ0ejCFrMBhmBKUnqlqwd9S3wN7znvfs5UgGg8Ewd9ATeF4n65G95ZZbpkiqmcUYsgaDYUaImCC0YJJjzdUtMMPsYs8SPvW40nztt6d31TVx9ztOTTTX7nRPnFjO3Zeh3RjjEr/GzD+Z7lpjR95TWdvJOJ/QaKK25bcWBsaQNRgMM4LSiqiNap3sB8xc3QIzGAyGqSTu7NVar7Y7Pt8whqzBYJgRwiSPthWT9ZPM1S0ww+yn3ZeqPSvNt3cewMl+wWvpYd5LJ+TeyDBx05vmZ00l89Hz2g6FJmyjV9t5aucbxpA1GAwzgka3NWSn+oPMYDAYFgIT6dX2+nZ+YQxZg8EwI0zskTWGrGF2M1f/Rvel3HP1ns0lVKJbW9EulGu+YQxZg8EwI0QiHJckU8d84BkMBsPk0ULFurUFSkyUaDh/MIaswWCYEdQUVi0wGAwGw0hnr1YsDH+sMWRbout9pCdZg81gWAjs6fsjIhzfKmlk1CmQzDCbMXrVYGjPnr4/NCrRreNRbY7PN4wh24J6v/ZSaXhfi2IwzFqKxSJdXV27fX0oQnSb0IK97QlumP0YvWow7JrJ6lWFJmwTWhCZ0IKFy4oVK9i8eTMdHR2INh+8s4lCocD+++/P5s2b97jF52zGrG92obWmWCyyYsWKyT0PhTJVCxYsRq/OLsz6Zhd7rld1W726UBwExpBtgZSSlStX7msxJk1nZ+eceMPuKWZ9s4fJeAzqRIRt1apJ9pr/GL06OzHrmz3siV7VREQELc+Z0AKDwWCYQiIRots44owhazAYDJNHCd2+agEmtMBgMBimjFipmmQvg8FgmCriwILWBmv7UK75hTFk5wGpVIr169eTSqX2tSjTglnf/CDSQVvPq/HIGmYb8/19adY3P9BaEen2oQVyxiWaeYQ2tVAMBsM0Mjg4SG9vLwd0r0WK1t+d+4sP8rkbPsG555474/IZDAbDXOTiiy9m4xf+m97si1uer4WD2F2b2Lx584zLNpMYj6zBYJgR4m2uhbHVZTAYDDPBRFUL2rUEn28YQ9ZgMMwISodtY2EXisI1GAyGqUSjUO1CC7SpWmAwGAxTRkTQ1mA1MbIGg8EweUz5LWPIGgyGGULpcAKD1RiyBoPBMFniZK825bf0wii/tRAS2uYcQRDwkY98hCOPPJJcLseKFSs466yzeOGFFyZ83sc//nGEEE2PI444oumaWq3GBRdcwKJFi8jn87z1rW9lYGBgmlc0ns9//vMcdNBBpNNpjjvuOH75y19OeP2tt97KEUccQTqd5sgjj+T2229vOq+15qqrrmL58uVkMhnWrFnDE088Mc2rGM+GDRt45StfSUdHB0uXLmXdunU8/vjjEz5n48aN4163dDrddM1sWd/eoHU0wcMYsobpxejV8Ri9OjvWtzdo9AR6dWGEbBlDdhZSqVR45JFHuPLKK3nkkUf4zne+w+OPP84ZZ5yxy+e+9KUvZcuWLY3Hz372s6bzf/u3f8t//dd/ceutt3Lvvffywgsv8Ja3vGUaVzOeb37zm1x66aWsX7+eRx55hKOPPpq1a9eydevWltf/4he/4Mwzz+Tcc8/lV7/6FevWrWPdunU8+uijjWs+9alP8dnPfpYbbriBBx98kFwux9q1a6nVajO4Mrj33nu54IILeOCBB7jzzjsJgoA3vOENlMvlCZ/X2dnZ9Lo9++yzTedny/r2BqXDtg/jkTVMN0avNmP06uxZ396gtWqvWxdIQwS0YU7wy1/+UgP62WefbXvN+vXr9dFHH932/NDQkHYcR996662NY7///e81oO+///4pl7kdr3rVq/QFF1zQ+D2KIr1ixQq9YcOGlte//e1v16effnrTseOOO06ff/75WmutlVK6r69Pf/rTn26cHxoa0qlUSn/jG9+YtnXsDlu3btWAvvfee9tec+ONN+qurq6252fz+naHnTt3akB3516me/JHt3zYVl7/x3/8x74W1bDAMHrV6NXZuL7d5UMf+pBOOUva6tWOzIv0ypUr97WY047xyM4RhoeHEULQ3d094XVPPPEEK1as4OCDD+Zd73oXmzZtapx7+OGHCYKANWvWNI4dccQRHHDAAdx///3TKn8d3/d5+OGHm2SQUrJmzZq2Mtx///1N1wOsXbu2cf3TTz9Nf39/0zVdXV0cd9xxM7audgwPDwPQ29s74XWlUokDDzyQ/fffnze/+c089thjjXOzeX2TQWuN1qrlw2DYFxi9avTqbFzf5GivVxeKbjWG7BygVqvxkY98hDPPPJPOzs621x133HFs3LiRO+64g+uvv56nn36aE088kWKxCEB/fz+u645T2suWLaO/v3/a1wGwfft2oihi2bJluy1Df3//hNfX/53MmDOBUopLLrmE448/npe97GVtrzv88MP5yle+wve+9z1uvvlmlFK85jWv4bnnnoNZvL7JEumw7cPEyBpmGqNXjV5lFq5vsqgk2avVwyR7GWaMr33ta+Tz+cbjpz/9aeNcEAS8/e1vR2vN9ddfP+E4p556Km9729s46qijWLt2LbfffjtDQ0N861vfmoFVGMZywQUX8Oijj3LLLbdMeN3q1as566yzOOaYYzjppJP4zne+w5IlS/jCF74wY7LOBEoHbR+mUYJhqjF6dX5i9OpY1AS61ZTfMswQZ5xxBscdd1zj9/322w9GKdtnn32Wu+++e0KvQSu6u7s57LDDePLJJwHo6+vD932GhoaavAcDAwP09fVN2XomYvHixViWNS6jdyIZ+vr6Jry+/u/AwADLly9vuuaYY46ZhlXsmgsvvJD//u//5r777mPlypWTeq7jOBx77LFNrxuzbH17wkTbXMYfa5hqjF41enU081ev6ra6NS53KGZcppnGeGRnAR0dHbzoRS9qPDKZTEPZPvHEE/z4xz9m0aJFkx63VCrx1FNPNd6kL3/5y3Ech7vuuqtxzeOPP86mTZtYvXr1lK6pHa7r8vKXv7xJBqUUd911V1sZVq9e3XQ9wJ133tm4ftWqVfT19TVdUygUePDBB2dsXXW01lx44YV897vf5e6772bVqlWTHiOKIn772982XrfZtL69YcKqBSa0wDDFGL1q9Opo5qtejTt7tdareoGEFpiqBbMQ3/f1GWecoVeuXKl//etf6y1btjQenuc1rnvd616nr7vuusbvf/d3f6fvuece/fTTT+uf//znes2aNXrx4sV669atjWve//736wMOOEDffffd+qGHHtKrV6/Wq1evntH13XLLLTqVSumNGzfq3/3ud/q8887T3d3dur+/X2ut9Xve8x59+eWXN67/+c9/rm3b1v/f//f/6d///vd6/fr12nEc/dvf/rZxzSc+8Qnd3d2tv/e97+nf/OY3+s1vfrNetWqVrlarM7q2D3zgA7qrq0vfc889Ta9bpVJpXDN2fVdffbX+4Q9/qJ966in98MMP63e+8506nU7rxx57bNatb0+oVy1w7D7tOitaPoRImaoFhmnF6FWjV+eTXtVJ1QIpc231qm0tXhBVC4whOwt5+umndbLbOu7xk5/8pHHdgQceqNevX9/4/R3veIdevny5dl1X77fffvod73iHfvLJJ5vGrlar+oMf/KDu6enR2WxW/+Vf/qXesmXLjK5Pa62vu+46fcABB2jXdfWrXvUq/cADDzTOnXTSSfrss89uuv5b3/qWPuyww7TruvqlL32p/sEPftB0Ximlr7zySr1s2TKdSqX061//ev3444/P2HrqtHvdbrzxxsY1Y9d3ySWXNO7FsmXL9GmnnaYfeeSRpnFny/r2hBFDdql2nb6WDyFcY8gaphWjV41enU96VTcM2WxbvWpbvQvCkBXapAsbDIZpZHBwkN7eXixrEUK0jteKomG+9KXrOffcc2dcPoPBYJiLXHzxxVx33ZewrFzL81oHLF/ewebNm2dctpnEJHsZDIYZQeugbeKB+T5tMBgMe0KU6NbxaFO1wGAwGKaOOLO2XQatMWQNBoNhskxYtWCBOAiMIWswGGYGHRpD1mAwGKYUnejWVqcWRtUCY8gaDIYZQRMZQ9ZgMBimFJXo1vHoBdJoxhiyBoNhhlBoPf+LcxsMBsPM0T60YKE4CExDBIPBMK3k8/nkp3ZKNa6m8+IXv3gGpTIYDIa5Tawz9QS6VfHcc8/PsFQzjym/ZTAYpp2bbrqJc845B7BahBfE22ITtbA1GAwGQzNBEOC6buKTHOuX1EDEww8/zJ/92Z/tIwlnBuORNcwKvvzlL/OGN7xh2ue54447OOaYY1DKGE0zybvf/e7kp7Hfm2Nvwu9//7t9IJXBMP8xunX+4jgO3/72twHVQrfGVWLmuxGLMWQNs4FarcaVV17J+vXrp32uU045Bcdx+NrXvjbtcxlGsCyLH/7why0UbqxsjzjiiH0oncEwPzG6df7zlre8Jflp9BeI2EHwzDNP7yOpZhZjyBr2Od/+9rfp7Ozk+OOPn5H5zjnnHD772c/OyFyGEWKvkBilcGNl29+/ZR9LZjDMT4xunf8IIfj5z38+pntv7CA48MAD97V4M4IxZA1Txle/+lUWLVqE53lNx9etW8d73vOets+75ZZbeNOb3tR07LWvfS2XXHLJuHHiOMuYgw46iGuuuYazzjqLfD7PgQceyPe//322bdvGm9/8ZvL5PEcddRQPPfRQ0zhvetObeOihh3jqqaf2csWGyfLrX/9qlLKNAMmyZcv2tVgGw6zG6FbDRLzmNa8Z5SSI9evg4M59LdaMYQxZw5Txtre9jSiK+P73v984tnXrVn7wgx/w3ve+t+3zfvazn/GKV7xij+b813/9V44//nh+9atfcfrpp/Oe97yHs846i3e/+9088sgjHHLIIZx11llNHU4OOOAAli1bxk9/+tM9mtOw5xx99NGJwo0TvEqlwr4WyWCY9RjdatgVf/zj46O8sZLu7u59LdKMYQxZw5SRyWT467/+a2688cbGsZtvvpkDDjiA1772tS2fMzQ0xPDwMCtWrNijOU877TTOP/98Dj30UK666ioKhQKvfOUredvb3sZhhx3GRz7yEX7/+98zMDDQ9LwVK1bw7LPP7tGchr1j8+ZNkCSh5HK5fS2OwTDrMbrVsCsOPfTQRkWYWq2yr8WZUUxDBMOU8r73vY9XvvKVPP/88+y3335s3LiRc845ByFaF8KvVqsApNPpPZrvqKOOavxc36I+8sgjxx3bunUrfX19jeOZTIZKZWG92WcLK1euXDA9wA2GqcLoVsOuWKglDI0ha5hSjj32WI4++mi++tWv8oY3vIHHHnuMH/zgB22vX7RoEUIIBgcHdzl2FI1vw+c4TuPnukJvdWxsSZidO3eyZMmS3VyVwWAw7FuMbjUYWmNCCwxTzt/8zd+wceNGbrzxRtasWcP+++/f9lrXdXnJS17C7343vo7o2C2rP/3pT1MiX61W46mnnuLYY4+dkvEMBoNhJjC61WAYjzFkDVPOX//1X/Pcc8/xpS99acJEhDpr167lZz/72bjj3/ve9/jOd77DU089xf/+3/+b3/3udzz77LM8//zetdx74IEHSKVSrF69eq/GMRgMhpnE6FaDYTzGkDVMOV1dXbz1rW8ln8+zbt26XV5/7rnncvvttzM8PNx0/PTTT+dTn/oUL3nJS7jvvvv493//d375y1/yf/7P/9kr+b7xjW/wrne9i2w2u1fjGAwGw0xidKvBMB6hTdaFYRp4/etfz0tf+tLdLo79tre9jT/7sz/jiiuugKTW4THHHMO11147pXJt376dww8/nIceeohVq1ZN6dgGg8Ew3RjdajA0YzyyhillcHCQ7373u9xzzz1ccMEFu/28T3/60+Tz+WmVDeCZZ57h3//9342iNRgMcwqjWw2G1piqBYYp5dhjj2VwcJBPfvKTHH744bv9vIMOOoiLLrpoWmUDeMUrXrHHBcINBoNhX2F0q8HQGhNaYDAYDAaDwWCYk5jQAoPBYDAYDAbDnMQYsgaDwWAwGAyGOYkxZA0Gg8FgMBgMcxJjyBoMBoPBYDAY5iTGkDUYDAaDwWAwzEmMIWswGAwGg8FgmJMYQ9ZgMBgMBoPBMCcxhqzBYDAYDAaDYU5iDFmDwWAwGAwGw5zEGLIGg8FgMBgMhjmJMWQNBoPBYDAYDHMSY8gaDAaDwWAwGOYkxpA1GAwGg8FgMMxJjCFrMBgMBoPBYJiTGEPWYDAYDAaDwTAnMYaswWAwGAwGg2FOYgxZg8FgMBgMBsOcxBiyBoPBYDAYDIY5iTFkDQaDwWAwGAxzEmPIGgwGg8FgMBjmJMaQNRgMM0oURfzzhvN48skn97UoBoPBMG/4+c9/zpe+9Pf7WowZR2it9b4WwmAwLBy+8pXLOffcT/KmN72G73//5/taHIPBYJjz+L7PS196ME899QL/9//+X17+8pfva5FmDOORNRgMM0alUuGqq77Mv157Iffc82vuu+++fS2SwWAwzHmuv+HDOI7N3176dj789+9jIfko7X0tgMFgWDj8y79+iOXLF3HBBX9JsVjl7z58Pg8+8BhSmu/UBoPBsCcMDw/zT/94E1/+yuWceOKRHHbou7j99ts5/fTT97VoM4L59DAYDDPC1q1b+dQnv8EnP/V+pJRccslfseWF7XzrW9/a16IZDAbDnOWfN3yQlx15MKef/mq6uvJ87MqzuOyyCwjDcF+LNiMYQ9ZgMMwI//iP7+ekk47hpJOOASCbTXP11e/lox+9FM/z9rV4BoPBMOfYvHkz1332P/nkJ9+PEAKA888/A88L+MpXrtjX4s0IJtnLYDBMO3/84x85+ugj+eX//QIveclBjeNRFPGKl5/H2eecwt9d+vl9KqPBYDDMNc4++xR8P+Dmr13ZdPzbt97D3/7t53jiiWfJ5XL7TL6ZwBiyBoNh2nnLW/6cxYu7uP6Gvxt37o47fsl73n0NTz31LD09PftEPoPBYJhr/L//9/949atfxaOP3cRBB/U1ndNac8IJF3LKKa/i4+tv3GcyzgQmtMBgMEwrw8PDfPe7P+WKj7675fm1a1/JwQcv53vf+96My2YwGAxzlRs3XsM73/m6cUYsgBCCK654Nxtv/J99IttMYqoWGAyGaUUpBcCinjwkP49GAL29nURRtA+kMxgMhrmJVivo7e1vqVdJdG4UOTMu10xjDFmDwTAzhBG0y6I1EU4Gg8EweZRqr1cXiHPAGLIGg2FmiKL2itUYsgaDwTB5tG6vV9t4aucbxpA1GAwzg1LtFasxZA0Gg2HyaN1erxpD1mAwGKaQMDShBQaDwTCVmNACU7XAMDmeeeYZhBBs3LhxWsY/6KCDOOecc2b9mIbJI6Kw7cMYsoaFjNGrhj1FaNVetypjyBoMhmnkvvvu44wzzmD//fcnnU7T19fHKaecws9//vN9Ldr0EEVJwleLhzFkDQbDFPHwww/zxje+kb6+PvL5PEcddRSf/exn52dlFKXb69XIhBYYDDPO448/jpQL4/vVH//4R6SUvP/976evr4/BwUFuvvlm/vzP/5wf/OAHnHLKKftaxKllohhZg8EwbSwkvfrwww/zmte8hkMPPZSPfOQjZLNZ/ud//oeLL76Yp556in/7t3/b1yJOLSZG1hiyhtlFKpXa1yLMGH/zN3/D3/zN3zQd++AHP8jBBx/MtddeO/8M2SiMH60wHlmDYdpYSHr1C1/4AiQ7Xr29vQCcf/75nHTSSWzcuHEeGrKqvV41oQWG2crHP/5xhBD88Y9/5N3vfjddXV0sWbKEK6+8Eq01mzdv5s1vfjOdnZ309fXxmc98pun5W7du5dxzz2XZsmWk02mOPvpobrrppnHzDA0Ncc4559DV1UV3dzdnn302Q0NDLWX6wx/+wF/91V/R29tLOp3mFa94Bd///vcnvbaxcVcbN25ECMHPf/5zLr30UpYsWUIul+Mv//Iv2bZtW9NztdZcc801rFy5kmw2y8knn8xjjz3Wcp6hoSEuueQS9t9/f1KpFC960Yv45Cc/2Sjer7Xm5JNPZsmSJWzdurXxPN/3OfLIIznkkEMol8uTXt+uyGazLFmypO19ntOEyoQWGGYtRq/OD71aKBRIp9N0d3c3HV++fDmZTGavxp6VqAn0qgktMMx23vGOd/DiF7+YT3ziE/zgBz/gmmuuobe3ly984Qu87nWv45Of/CRf+9rX+PCHP8wrX/lK/vzP/5xqtcprX/tannzySS688EJWrVrFrbfeyjnnnMPQ0BAXX3wxJArnzW9+Mz/72c94//vfz4tf/GK++93vcvbZZ4+T47HHHuP4449nv/324/LLLyeXy/Gtb32LdevW8Z//+Z/85V/+5V6v9aKLLqKnp4f169fzzDPPcO2113LhhRfyzW9+s3HNVVddxTXXXMNpp53GaaedxiOPPMIb3vAGfN9vGqtSqXDSSSfx/PPPc/7553PAAQfwi1/8giuuuIItW7Zw7bXXIoTgK1/5CkcddRTvf//7+c53vgPA+vXreeyxx7jnnnvI5XIABEHA8PDwbq2jt7d33BZfoVDA9322b9/OV7/6VR599FE++tGP7vU9m3WY8luGOYDRq3Nbr772ta/lm9/8Jueffz6XXnppI7TgO9/5Dp/+9Kf3+p7NOvQEIQQLJLQAbZhzrF+/XgP6vPPOaxwLw1CvXLlSCyH0Jz7xicbxwcFBnclk9Nlnn6211vraa6/VgL755psb1/i+r1evXq3z+bwuFApaa61vu+02DehPfepTTXOceOKJGtA33nhj4/jrX/96feSRR+pardY4ppTSr3nNa/Shhx46qbUdeOCBDVm11vrGG2/UgF6zZo1WSjWO/+3f/q22LEsPDQ1prbXeunWrdl1Xn3766U3XffSjH9VA05j/9E//pHO5nP7jH//YNPfll1+uLcvSmzZtahz7whe+0LhfDzzwgLYsS19yySVNz/vJT36iE3Wyy8fTTz89bs1r165tnHddV59//vm6Wq1O6r7NZnbu3KkBXXzkOq3+8MWWjzcc/xL9H//xH/taVMMCxujV+aFXwzDUF154oXYcp3Hesix9/fXXT+qezQU+9KEP6b977xva6tWff+MjeuXKlftazGnHhBbMYUbHV1qWxSte8Qq01px77rmN493d3Rx++OH86U9/AuD222+nr6+PM888s3GN4zh86EMfolQqce+99zaus22bD3zgA01zXHTRRU0y7Ny5k7vvvpu3v/3tFItFtm/fzvbt29mxYwdr167liSee4Pnnn9/rtZ533nkIIRq/n3jiiURRxLPPPgvAj3/8Y3zf56KLLmq67pJLLhk31q233sqJJ55IT09PQ97t27ezZs0aoijivvvua5p37dq1XHTRRbznPe/hkEMO4Z//+Z+bxjv66KO58847d+vR19c3Tp5PfOIT/OhHP+LLX/4yr371q/F9n7BdXcC5TL2zV6uH8cgaZglGr85tvWpZFocccghr167lpptu4pvf/CZvetObuOiii7jtttv2+p7NOrRqr1cXiEfWhBbMYQ444ICm37u6ukin0yxevHjc8R07dgDw7LPPcuihh47b3n7xi1/cOF//d/ny5eTz+abrDj/88Kbfn3zySbTWXHnllVx55ZUt5dy6dSv77bffHq+TFmvt6ekBYHBwsEnuQw89tOm6JUuWNK6t88QTT/Cb3/yGJUuWtJV3NF/+8pc55JBDeOKJJ/jFL34xLs6qp6eHNWvW7PHajjnmmMbP7373u/mzP/szzjnnHL797W/v8ZizElO1wDAHMHp1buvVT3ziE/zbv/0bTzzxROM+v/3tb+fkk0/mggsu4I1vfCO2PY9MH1O1wBiycxnLsnbrGEls1nRQD+L/8Ic/zNq1a1te86IXvWiv55nKdSml+Iu/+Asuu+yylucPO+ywpt/vuecePM8D4Le//S2rV69uOu/7Pjt37tytuZcsWdJ2LQCu63LGGWfwiU98gmq1Or+SE+p1ZFthPLKGWYLRq3Nbr/77v/87r3vd68Z9WTjjjDO49NJLeeaZZ6bk3s0a6nVkW2GSvQzzkQMPPJDf/OY3KKWavAd/+MMfGufr/951112USqUmhfD44483jXfwwQdDso22N17JvaUu9xNPPNGQCWDbtm0N70KdQw45hFKptFvybtmyhYsuuog3vOENuK7b+GCpzwfwi1/8gpNPPnm35Hz66ac56KCDJrymWq2itaZYLM4/Q7ZdQXJjyBrmMEavzh69OjAw0LLxQRAEAPMvbEvr9np1gXhkTYzsAuO0006jv7+/KSs1DEOuu+468vk8J510UuO6MAy5/vrrG9dFUcR1113XNN7SpUt57Wtfyxe+8AW2bNkybr6xpVymizVr1uA4Dtddd12TN+Haa68dd+3b3/527r//fn74wx+OOzc0NNSk6N73vvehlOLLX/4yX/ziF7Ftm3PPPbdpjj2N5Rq71Vaf/z//8z/Zf//9Wbp06V7fl1lFPbSg1cMYsoY5jNGrs0evHnbYYdx5552NsA+Se/ytb32Ljo4ODjnkkCm7P7OCemhBu8cCwHhkFxjnnXceX/jCFzjnnHN4+OGHOeigg/j2t7/Nz3/+c6699lo6OjoAeNOb3sTxxx/P5ZdfzjPPPMNLXvISvvOd77Qsh/L5z3+eE044gSOPPJL3ve99HHzwwQwMDHD//ffz3HPP8f/+3/+b9nUtWbKED3/4w2zYsIE3vvGNnHbaafzqV7/if/7nf8bFtv393/893//+93njG9/IOeecw8tf/nLK5TK//e1v+fa3v80zzzzD4sWLufHGG/nBD37Axo0bWblyJQDXXXcd7373u7n++uv54Ac/CHsRy3XqqaeycuVKjjvuOJYuXcqmTZu48cYbeeGFF5o+EOcN9TqyrTB2rGEOY/Tq7NGrl19+Oe9+97s57rjjOO+888hkMnzjG9/g4Ycf5pprrsFxnCm6O7MENYFeNaEFhvlIJpPhnnvu4fLLL+emm26iUChw+OGHc+ONNzYVzJZS8v3vf59LLrmEm2++GSEEZ5xxBp/5zGc49thjm8Z8yUtewkMPPcTVV1/Nxo0b2bFjB0uXLuXYY4/lqquumrG1XXPNNaTTaW644QZ+8pOfcNxxx/GjH/2I008/vem6bDbLvffeyz//8z9z66238tWvfpXOzk4OO+wwrr76arq6unjuuef427/9W970pjc11Xh817vexX/+539y2WWXceqpp7Jq1ao9lve9730vt9xyC//6r//K0NAQPT09vPrVr+brX/86J5544l7di1lJaGJkDfMTo1dnj15917vexeLFi9mwYQOf/vSnG6/FDTfcwPnnn79X92JWMmGM7MLo7CX0dEWrGwwGQ5IB3dvbS/GO9eQybstrTvnwjbz9/MubShwZDAaDoT0XX3wxztZH+PQHTm15/v5HN/GODT9g8+bNMy7bTGI8sgaDYWYwHlmDwWCYWoxH1hiyhpmhv79/wvOZTIaurq4Zk8ewD5iw/NZMC2MwzH2MXjWYGFljyBpmiOXLl094/uyzz2bjxo0zJo9hH2DKbxkMU4rRqwZTfssYsoYZ4s4775zw/IoVK2ZMFsM+Qun40QpjxxoMk8boVQOa9nq13fEJuO+++/j0pz/Nww8/zJYtW/jud7/LunXrGufPOeccbrrppqbnrF27ljvuuGPysk8RxpA1zAj7sqi3YZZgYmQNhinF6FXDVIcWlMtljj76aN773vfylre8peU1p5xyCjfeeGPj91QqNel5phJjyBoMhpkhVPGjFcaQNRgMhsmjdHu9ugeG7Kmnnsqpp7auglAnlUo1NaHY1xhDtgVKKV544QU6OjoQQuxrcQyGWUW9fe6KFSua2nHukgXUacYwHqNXDYb27LFerXf2anNOa02hUGg6nEql9sqLes8997B06VJ6enp43etexzXXXMOiRYv2eLy9xRiyLXjhhRfYf//997UYBsOsZvPmzY3OPLtFpNt7CCbpkZ2LcVwLHaNXDYZdM2m9qifQq5GiWCyOq1yxfv16Pv7xj++RfKeccgpvectbWLVqFU899RQf/ehHOfXUU7n//vuxLGuPxtxbjCHbgno7QZCA8RwYDM1oQI16n+wmYQRhG0/DJA3ZuRjHtdAxetVgmIg91KsT1pGNxxvbEGFvdOE73/nOxs9HHnkkRx11FIcccgj33HMPr3/96/d43L3BGLItGNn2EkbhGgxtmPT2sJ66qgVzMY5roWP0qsGwayavVyeoTqA1Qgg6OzunRLZWHHzwwSxevJgnn3xynxmykwjEMBgMhr2gnuzV6qE1QRBQKBSaHp7n7fF09Tiuww8/nA984APs2LFjSpdjMBgM+5x6sle7xzTz3HPPsWPHjl3WNJ5OjCFrMBhmBB2p9g8Nt99+O11dXU2PDRs27NFcp5xyCl/96le56667+OQnP8m9997LqaeeSrRAWjYaDIYFgtbt9eoe1JEtlUr8+te/5te//jUATz/9NL/+9a/ZtGkTpVKJv//7v+eBBx7gmWee4a677uLNb34zL3rRi1i7du00LG73MKEFBoNhZpioIQJw2mmncfPNNzcd29NYrtkYx2UwGAxTzoQhW5M3ZB966CFOPvnkxu+XXnopJF3irr/+en7zm99w0003MTQ0xIoVK3jDG97AP/3TP+3THARjyBoMhpkhVGC12epSGsdxpi2WazbEcRkMBsOUM1Ed2T0ILXjta1+LnsAA/uEPfzjpMacbY8gaDIYZQYcK3c6QneaGCLMhjstgMBimGq1i3dryXLQwGs0YQ9ZgMMwMuwgtmAylUoknn3yy8Xs9jqu3t5fe3l6uvvpq3vrWt9LX18dTTz3FZZddts/juAwGg2HKmeLQgrmIMWQNBsPMEE3UonZyQ83FOC6DwWCYciZsUWsMWYPBYJgydKTbb3VN0nMwF+O4DAaDYcrR7UMITGiBwWAwTCWhAjk1HlmDwWAw7MojO/11ZGcD+7SO7IYNG3jlK19JR0cHS5cuZd26dTz++OO7fN6tt97KEUccQTqd5sgjj+T2229vOq+15qqrrmL58uVkMhnWrFnDE088MY0rMRgMu0Kr9g9jyE4dRq8aDAsIbfTqPjVk7733Xi644AIeeOAB7rzzToIg4A1veAPlcrntc37xi19w5plncu655/KrX/2KdevWsW7dOh599NHGNZ/61Kf47Gc/yw033MCDDz5ILpdj7dq11Gq1GVqZwWAYR6jbPxZIUsJMYPSqwbCA0BPo1QXS/0XoiQLNZpht27axdOlS7r33Xv78z/+85TXveMc7KJfL/Pd//3fj2Ktf/WqOOeYYbrjhBrTWrFixgr/7u7/jwx/+MADDw8MsW7aMjRs3NhVKb0ehUKCrqwuwTE9wg2EcGogYHh7erbqvg4OD9Pb2svPv3knOdVpec/otP+ad//BPnHvuudMg78LG6FWDYS4wOb0KcPHFF2M9+GM+8bqXtzz/wHPbeNdPHmXz5s1TLOvsYla1qB0eHgagt7e37TX3338/a9asaTq2du1a7r//fkjK8PT39zdd09XVxXHHHde4Ziye543r8W4wGKYYPcHDMG0YvWowzGOMXp09hqxSiksuuYTjjz+el73sZW2v6+/vZ9myZU3Hli1bRn9/f+N8/Vi7a8ayYcOGpv7u+++//xSsyGAwjEaHoEPd8rGQlO5MYvSqwTDPUa11qg4nqBIzz5g1huwFF1zAo48+yi233DLjc19xxRUMDw83HvPdDW8w7At0VDdmxz9YGMm1M47RqwbD/Ebr9npVh/tauplhVpTfuvDCC/nv//5v7rvvPlauXDnhtX19fQwMDDQdGxgYoK+vr3G+fmx0O8qBgQGOOeaYlmOmUilTKN1gmGYambSGGcHoVYNhAaAn0KsLwyG7bz2yWmsuvPBCvvvd73L33XezatWqXT5n9erV3HXXXU3H7rzzTlavXg3AqlWr6Ovra7qmUCjw4IMPNq4xGAwzj44meCwQhTsTGL1qMCwctJpAry4Qx8E+9checMEFfP3rX+d73/seHR0djVirrq4uMpkMAGeddRb77bcfGzZsgCRL76STTuIzn/kMp59+OrfccgsPPfQQX/ziFwEQQnDJJZdwzTXXcOihh7Jq1SquvPJKVqxYwbp16/bhag2GhY0OQbdLVjeG7JRh9KrBsIBQ7UMITGjBDHD99ddD0m5yNDfeeCPnnHMOAJs2bULKEcfxa17zGr7+9a/zsY99jI9+9KMceuih3HbbbU2JDJdddhnlcpnzzjuPoaEhTjjhBO644w7S6fSMrc1gMDQzYWiBMWSnDKNXDYaFg6a9Xl0oO12zqo7sbMHUOzQYJmLP6shuec87yTmt68iu++GP+eurTR3Z+YzRqwbDROxZHVnu/jHXvKp1HdkHt27jf/16/teRnRXJXgaDYf6jIoGSbQwY83XaYDAYJo3WsW5tea7N8fmGMWQNBsOMYEILDAaDYWrRE1QtWCj77caQNRgMM4JSor3noG0WmMFgMBjaoifQq9GMS7NPMIaswWCYEVQkUKKNwp1xaQyG6UckscDa/IVPGnPvdg+t2ocWKLUwHATGkDUYDDOCiiRKtCldbTyyBoPBMGm0FqiotV5VatY0b51WJmXIKqW49957+elPf8qzzz5LpVJhyZIlHHvssaxZs8b00jYYDG3ReoKYrQXudDG61WAw7AlGr+5mZ69qtco111zD/vvvz2mnncb//M//MDQ0hGVZPPnkk6xfv55Vq1Zx2mmn8cADD0y/1AaDYc6hIknU5rFA9O04jG6dm4jd/G93r5+Oufd0jj0df6rnmKw8CxWtRVu9GpnQghEOO+wwVq9ezZe+9CX+4i/+AqdFLchnn32Wr3/967zzne/kH/7hH3jf+943HfIaDIY5ilKibczWQsmuHYvRrQaDYW/QegK9agzZEX70ox/x4he/eMJrDjzwQK644go+/OEPs2nTpqmSz2AwzBO0FhNUJ1gYCncsRrfODdp6/NokL04KrZvGH5vc1HLuyc47C+aYsnlazNtq7IWUJNZOry6UajC7ZcjuStGOxnEcDjnkkL2RyWAwzEOiSBK1SfZaqB5Zo1sNBsPeoFQcWtDu3EJgj6oW1Go1fvOb37B161aUaq7Ee8YZZ0yVbIZpYKpiiXbn2+6ezDXZb9HTNcdM3qeFQqRE25itheI52BVGt84eds97OGJAtL5+lIExpmp9QzcIgOTcGK/mRHPujo5qOQcgWqmlxjzNRtFuz9O4TO39HBPcN8bqVTHmfAsP7XzWw1rTVq+aGNk23HHHHZx11lls37593DkhBFG0QCrwGgyGSTFxaIHB6FaDwTBZNCZka9JFxi666CLe9ra3sWXLFpRSTQ+jaA0GQzsiLYlU68f89ZfsPka3GgyGyaK1aKtXjUe2DQMDA1x66aUsW7ZseiQyTBkTbgntTYB9q+2vKZpn7HbUdCQltNzyannhHt6jUQGfreSdz9tcExFpQbTAkxImwujW2UHTe7ZJB7QIIxCy+XhjS9xqNXBC8qWksWWuQItR2/Njt9JlPF9TfLkcNVer+VrMgQVaJfO0mYPR2/pyzJrGzjPqy9UerWXP7pvWKjlUD8cY0wFs7LyjPq/mo+7ViW5thVogenXSHtm/+qu/4p577pkeaQwGw7xFadH2YTC61WAwTB49gV5VexBacN999/GmN72JFStWIITgtttuGzOf5qqrrmL58uVkMhnWrFnDE088MYUrmjyT9sh+7nOf421vexs//elPOfLII8fVPfzQhz40lfIZJsFkkxPaPmcX6CaX5vhA/F0mQLQas+nbNO0TBlp4SPZ2jmb27v40Jz20mKOFN3s+eglaoZQgauPlXqhVC0ZjdOu+pXWS1RhdJupeyvpHp4VMfhaJl1GIZm+pSMbQiS7QeuRfrUM0Kj6mgyaP5mjPZTym0xhv9FyM85rWxx7xkiodxr+LKPGequYkKiGTNVkjY+5intHrIFlDu7WM3D+7sRbR5PFtvm9j71nzmsbMJaLES1v30Cr0aD0u1LgEsPmkc9UEyV57UrWgXC5z9NFH8973vpe3vOUt485/6lOf4rOf/Sw33XQTq1at4sorr2Tt2rX87ne/I51O79Ea9pZJG7Lf+MY3+NGPfkQ6neaee+5BjPpgEkIYZWswGFoSaUmk25TfWiBJCRNhdKvBYJgsGtFWr+7Jbtepp57Kqaee2nourbn22mv52Mc+xpvf/GYAvvrVr7Js2TJuu+023vnOd056vqlg0obsP/zDP3D11Vdz+eWXI+WkIxMMU8zEpVraxXTRIv6pRWzSONrHXY1MtLvxVe3GpPFNnob3t35ulAd21Dy7XkObOcbKPqH8E92fNrFi7CJ+awGWiZkqz+t9993Hpz/9aR5++GG2bNnCd7/7XdatWzdqLs369ev50pe+xNDQEMcffzzXX389hx566NQIMA0Y3TrzTLyLNTZutK5rYi+sSLyY9Z+lsJHSQY7yLooxekMTNTyLkQ5ROkCpMPGYhkTKRxM0pBLCSca3saQbSyVtBHLcXE3zjJpD6wil4zmUiudROoy9s9DwwtbnqXuYpbSRwkEIiZWscSwTrSX+N2joxLFrkTKZZ8wcE90zhUKpoLGeule74XEmQpN4Z+seY+RITPB81LkT6NVY52oKhULT8VQqRSqVmvRUTz/9NP39/axZs6ZxrKuri+OOO477779/nxmyk9aWvu/zjne8wyhag8EwKUIt2z4m+1FS3/76/Oc/3/J8ffvrhhtu4MEHHySXy7F27VpqtdqUrGU6MLrVYDBMFoVoq1cjJMVika6urqbHhg0b9miu/v5+gHEJqcuWLWuc2xdM2iN79tln881vfpOPfvSj0yORYbdo74ltHdM12ptA4mkcHQPFGO+pEHJUjFVMy/gkGPXNnt0ev3lMGl5KrVXDW9CIe9KtvSJj52g1/li5G8dGxVc1M37cie5NK/nH3pu28VujM4fncQxXnUgxQYzs5LbA5uL2164wunUfM0aHjo+JtUa8ljL2XEph41gZZOJttGUKCwdbpBBYsedUjHgYlY5QBESERDog1B6hqhAqnzCqIoSNUn7iVYw9vraVxpIp7MQja8sMlojnkCLxyiZzNeJwiZrmUDogUh6h8omUF3t+ddhYryVdLOnG8svYU2fJFJawsXDazhMRoFGEukakQyLlEahqPFdUQymJTvScFMkcVgZbutgyk6yn/T1TOvawaiJC7RERECoPpUMCVW14Z+P1JN5ZwsQzG69PtNK58ygof1cxsh0dHWzevLnp+J54Y2czkzZkoyjiU5/6FD/84Q856qijxiUk/Mu//MtUymcwGOYJE5bfAoIgmJItsL3d/rrvvvsmNV+dgw46iAMOOGCPnovRrQaDYQ/QE+jVSMfx9Z2dnVMyV19fHySlApcvX944PjAwwDHHHDPhc6dTr07akP3tb3/LscceC8Cjjz66R4IZppAxMbHtYrpGvIwj8U+iKZZLIoQ1oVdTJ9+OlRrJtK1/q9dajcs+jeO47AnHro+rRo3THGPV7DWtx1mRjN2IVWszx2i5617SkdiqEU+tGOW5Hn1v4vF377404rga8VrEWclCtYzfGsmsVSOv4zzyFIxlV6W2br/9dj7wgQ80HVu/fj0f//jHJzXP3m5/nX322ZOajyQZ65JLLtmrhCyjW2eO3apG0lTr1MKSbiOG1LYyWMm/rsxjixQ2KdLkcUiR0unYf6ltEu2EqvsWRUhAgCdqeLKCJ0v4qoQvS/hhmTDZ8RFCYss0rp3DlllSMg9ASuRxdQaHFI52sbEQWiITWRWKSMQeWV/4+LKKrysEsoKvqwRRiVD5KB2gtWp4kutrcUXsKXVElpTO4uBiabvtPIHwCYSPJ+M5PF3Cj8r4okwYVVE6jGNgpYtr5XCsPCmZJyXi9bg6Q4oMjnaxtIU9KkY2vmfxPJ6oEeBRs0qEeNRUAaUDwqhKIGQSnysRWhIpfyQXQQC6fUORub4LpidI6prqJNpVq1bR19fHXXfd1TBcC4UCDz744DjdPZbp1KuTNmR/8pOfTFoYw9TRXgHLcVth9RIn9aSEujKpJwrUg+stkUIIK/4dq0lR1dFEIwH9SVB//ffRW/ax8RePXU8WqP9eD+KXyMbYSgdxAL8OAOJtr2SLKlI+SoVNxqaULlLYI9teMhX/niQM1OVXo7bY4mSEoGEsKx3EsquRY4wKh5DSwZZuQ/ZGQsWYezN27PrvofIbxu3oLS+tVWLUBmhCxOhkhDFluua6cm3FxA0R4LTTTuPmm29uOr4vtsCefvrpGZ8To1tnDSM6dqTk1egkJUumcK0clkyRlp3kWUSKDGmVoVNkcYQk59hYAiwhsIRAimQLWGtCpfGUohZFVFRARVQpykHKcpCqGCSIyoTKQ0qHlNVB2uoiK3rIqy4A8ipHWrikpUXKktiyeQ6tIdCaQCl8pahFIWVqVGSZiixQkwU8VSJSXmNtKZnHFXmydJHVsYGZVRkywiYtbRxLTDhPLYqoqZCSqFARJcr2IFU5iCcLhMoHwLVyZKxuMrKHvO4mHyXziBRZaePaEkfE8zTmQBOpeJ5yGBJoRUFXqMkqRWsnvq5QEwVEJAlFPWwCpBj59NI6aIR2zR9tOsLEHtnJG7KlUoknn3yy8fvTTz/Nr3/9a3p7eznggAO45JJLuOaaazj00EMb5bdWrFjRlGzbiunUq5M2ZNvx7LPP8ulPf5rPfe5zUzWkYSJaxnONZJbGnku34V2Ms0RjA01g4chMw0hzRT6OudIOFiP1/RhVxy8iIJTBSJyS9uKfldcw4OrGniVTsYci8VJMNHYkAkIRjwcQWh6BqhCoaiPWKjZmSQzxFI6VxpZZbJHCFRlskcbCSbwfVlMNQkVEJEMCXUMRG8t12euxY3VDfHScmy3SDdkdnYrvIU6T7GPHDrWHQhGoSsOwDZWPUkFslCfGrBpzb4UO53UMV52JQwsEjuNMyRbY3mx/zUaMbp1G2lR5GTk94hiof4F2rHTsWRRZ8ixikVpCXqTI2DaLUjZpS5B3BCkLbKGxRTyN1hBqga8EtUhTDh1KgUvBTzMYZRiUGSzLoSoGCbWHLVJkZA+dLKE76qIriSntdG3yriRrQcqK57HEiO8t0hAogac0tRDKoUs5TFMMchRVJwVZoGwN4csKGoVNigyddOpuOsjRYcV6rsOxyNmSjA2unHieSuhQDjSFIEUhzDEksgxbcQyvr0oIJGmriw6W0BMtpkdm6UzZyTySnC3I2IK0pXHEyMsSJffLi6AUWNQizQ7PphplsbRNRRRBgtZR47WqOwwaxmuTKm2fnzBXUVPc2euhhx7i5JNPbvx+6aWXQuJR3bhxI5dddhnlcpnzzjuPoaEhTjjhBO644459VkOWPTFkTz755Kb6hnW2bNnCli1bjLLdV9S380d5EOoB/FI6ieFq48hsk/Hq6BRZ3YGjHFxsHOym11cnb/KAkBCFJzw8UWtsV4XSI9IBmig2YoWDQwZHpOMtI50mpVLEJqaFNWqLPtKKiAifEF/EhqwnatSsEp4s4alSIxECiLfyZAZHZkmLTlJkSZMjpVI42sEh3sary6+1JozNTbxk+yueo9qQX+mAKDFw6wkH9S21lE7jqhTx5l2z7PWxA0ICEW8TBsIjEB6eSDU8zYGooGScmBBG1dhoVnVjNp5XIyfc+pov6AlCC6byo2Rvtr/qfOtb32LdunW4bpxg89xzz7FixYpGRYFKpcLnPvc5LrvssimT2+jWWcKo4v+ji/ZLaWNLF0ukSIk8KdFBp+pmsZUj71h0upLlGcjb0OOGZCyNKxWO0EihUVoQaEEtkpRCSSGUDPkWOzxJuiZxAgspJEgI8XDI0MUSFqkeFrlpFqXiHa2elKDb1XTYmowVkbE0tlDI5E8nUAJfSSqRoBxKiqFgyLcY9iVDnk0qdEiJNBVRAiCl0+R1jm4rQ7dr0+XGa+52BZ2OJm9rclZEaoJ5iqGkEEiGfIcdNQvXs5AqXouV7AzmWcQStZRFdpYlaZueVDxQjwtdjqbDjshYEY7U2Mn9irSgpiTVSDDoW5RCgWs5FHyLoNaBjUUkQ0LpxVUbpUp2DUOEHnntGo6CeahnNe31qtoDxfra17628bnfCiEE//iP/8g//uM/Tnrs6dKrkzZkx3o0oijiT3/6E08++SQbN26c7HCG3aRdSMHobTBGeSPr22D1jFrXymGLNCmRx8IhrXM4yiWlU3SKNK5lkZLjt6mi5A860uBHCk9lqKmQKh41WcWjSiC9Rpato1PxNluUIUOKtLBJWRauJRtbbXXq22yB0tQSr2tF+ZRFlorIYMsUNWFjiXh8W6RwZZ6M6CKrO8iqHFmRIiNsXEviJLKPDjeNdLyN56sMXqLEatqnKmrURIVAek2GrKszZFSWjE7F23dt7svoseNttSweAZ7wqIgUkQyJCPCEQ6hHSj7VwxniTNp6LJhqu/U1n0IMJvLITnZ507X9VefMM89ky5YtLF26FICXvOQl/PrXv+bggw8GoFgscsUVV0ypIWt06/QzuU59I7HxcYWCONTIlvGX3bTOkddZelKxUbYoBQfnQjrsiGWZKhknJGWHuE6EEBqtBX5gUQ0cCp7LkO+yzXPI2ZKUtKCSIvK7CWWIL6qkdY4e1c0SN82yrEVf4vBanIpYnArpdgI63ICME+BIhSUVSgvCyKIWWpQDh0LgMOjb7HAsdjiSlCVwagInkGRUCoUmhUO3naInZbE4LVmUit+Mi92IXjekM5knbYe4VjRunlLgMuw77PRttjkWaSsOV6PWiVIKOzFke9Rieq0sfRmHZRnoS8fzLEkF9LoBXa5P1g1IuSGWVGgtCENJLbSp+A4D1QzFMK4ckbYk5dCFEKo6hycyaBnnWsSvU4gWSdiYtoCwzWs8/m9jruna+LNo6jyy08l06dVJG7L/+q//2vL4f/zHf/C5z32Od73rXZMd0rBHtN4GayRz1bfIZWwQpkUXbqJ8bW2T1VlSOKSlTbfjJNs6AtcCSzDKkI3H9iPwlaQWWVRDm1JoU1EuNZEi0AFKKKSWuDpFhhRZ6ZC1LDK2jMeVI2PXCRUECmqRphbFRl05tElHLo5ykDL+IAmsKlpH8VYbXeRUF506T4flkrMtsnasoFMSLEnT1ldsgMdbUtUwNhYrUSx7RaXwhEeUKDxHu6S0S1akyNk2WcsibYumsa1G7BZ4EfjKohrG96QSOdRU7L8NdEAoQizh4FOJey8QoYgTEXa59cX88xzsKrRgMkz39tdYj8REHoqpwujWfUuzU2DMOTGS/GnhNHZscpZDT0qwNA3LUooXdZToSnssXlrCySqsHMiMQEiBVhpV1YRFqA47DA5l6ShncWUasAmUhadSeGEXNeGS1Vl67TSL0xbLM7AyE+uEFRmPpdkK3fkq2Q4fJ6+wUiDsuAeA8iAsC2olh2IpxfZKlo5airTlYAkZh18JFze00BrSlqQnZbEkLVmWVvSlY324LO2xOFulK1drOY/2IawIqgWHQjHN9kqGbDWDI+zY0FUuvtcBgI1Fl8iwKG2zNCPYPxuxMhPvwvVlqyzqLJPv9nA6NVZOIOz4fukgvl9BSdK1Nc9wLUUt6sQSkh01m0hrCiqNLdOE2hvVqGLsa1gPwZt/sbJxZ682huws65g4XXp1ymJkX//613PRRRdN1XCGdozdehy1DSaTBCsg8cbmyFg9pESeHrWUrMrQKVMgIJPEP+UdQV+GeAvJUqQthSM19W7fQVKfrhYlW1WRZNi3KAQ2pSBFOcxSiyIirbGkIG1ZdDjxuJ2OoMPR5CxNdtTYdQIlGuMWw3gd8RaYw6DnMhRkGdJdVGQZJRQZnaVT5xreg+6UoMuBDgdylmps5clR8VVeJKhEknIkKAaxsVwKLQq+QzlIU4kiwmT/xbUkOUeSdyQdDnQ6JNt3imwiuyXia0Mt8ZL7UUy2CIuBTSlwGfTchie7EHlURJVBGddIDESFUMUeZlSiVEUwfutrHlYxUONS2kaY7Cqnc/trtmF063TSvvnEaMdAXEHAjUOnRJa0zpLV8Vb8/lk4OOdzeM8QB59YQvblEYe/GLo60F0dkMuhHRfCELtSJrVjkNyWrSx6ZjsH/HELq/6U4cntvXQ5GVzLwSl3Ug1z5F2LlTmLQ/KawzsqHLxoCIDFB1ZwD04jD+iFvl7o6UJnMmBboBSiWoPhIh3bB1n8wiD7P7uV8jOC/q2dbCp08GwqRX/NYti3CDV0OIKlac3KjM9B+TL7LRoGoGt/H+egDHJlLyztgZ5OdC43Mk/Ng0KR/PZBFj+3kwP+tJVD/mSzaaCbRYU8OdvGLWXJeQ6WECzNOBzSAYfnPQ7rHmbFgfF6soe5yIMXw8ql6MW90JGP75dSiGoVt1CAHUN0Pv4cqn8nHT/1eXywm+2ei8ZmuJqhpDNJvoWHLV0i5Y167cIWanT06z63nQZ6Ar3a7vh8Y8oM2bvvvrvJQ2KYXsZ6D4RwmtoYOlaGtNVFF33kVI4VVjfdrs2KrKQgbbrTgh4Hel3Fi/JVejM1OrI10ukQy1VIS6MiQeTH43s1i1I1zbCXYqfnssO32elbDAeCSqiJNDgSsragy9b0uhGLUgHdbkBXyiOfqZFKR1iuQsj4G33ky8a4Q7U4O327l2Kg5jDguWyrZdhRy1MKAzSatGXT49osTkuWpTV96ZAlKY+elE9HtkYmFWKnQhJbnigQBDWLctWlVEsx6Mf3ZqfvssOzGAwEpTD2rErAtQRdjqbXVfS6IYvcgO60Rz7jNca2nHiLsD52qZJiZzXDtlqK7Z7NTl/yVNFFaE2Xjnih4jDkp5GRQEsVhxqoalM5MCGckZ/nocegzq7qyBpaY3TrNNCqMccopwAwqilK0kYVC1vECaApFYc05WxJXzrkRd3DrDq+guzrRizpgCVL0F1d6M5OyGQaU2g7BZ5C5GuIXBWRD7GyLumcQ1Y7LLIsRDpOA+12BSszilX5Gvt3+vTsF+sG95AO5Mru2Ljs6kJnc1CvOazDpPW2BOGAk0JkQ+xuRUcgWGZrrKymx7eoRvHaXKnpdCJ6XU13XuN2JwZgXoKTAunEYyoZjytdsCVa2HEcaiQQocCOLDp0lRXSJ0pFiEyKTN5ih5fCj6DDhY60Jp1XOHkbmY93R0RHBjry0NEJnd3orm6wYxl0zgcnjZAOYmcZic2q1wwR/Vzwm+EllANJRtg4pPCTJhEB1aTtrT/udWwZKzvHnQZqDoUWTBeTNmTf8pa3jDs2MDDAgw8+yMknn9x0/jvf+c7eS2jYbeqlr0gUr0OGTOI56HRsFqcFnWlB54GLWZmDRU5ItxtyYI8i1ylwe9PIrESkbOoVobSXlKwqKboKgu5hh+5yhq5aip7AYSiwqISMGLKWpseJ6HFDFmVqdOZqZDolTldm/NhBhCpFdA1Dz1BsZPaUM3RX03R7Dos8yQ4PykFc7CpjSbpTgiUpzdJUyOK0x+KcJN8pcbtcZKdEpkbiF7Sv0NWIzmFNrWDRU4wVZ3c1TbfvMujbFEOBn3xtTVvQYSsWpUJ6XZ+ebI18h8TtSmHlJTIrwZYjY5cjOgua7iGHnmKGxbU0Q75NqmRT9BX6mQEWpwVK2wyFGVydQRE1Yu3qinahMGGM7Czkhz/8IV1dcckjpRR33XVXo77r0NDQlM9ndOv0MLm42FHPG7M9HXtok85TCCwhsSWNnZrKYBcy7MQtKpxwKyI7jMilwLFBSvADqHjowQrhdo9qf44dg0vZ4mbZ0uNSzAgiT5NRGlcKulKCdAp0KqCa7qZoVQHQgx6uVsjBEjJdQziJTopUQ+dFJU1QlniVHsqVZVQCh3LOoZKyUJEgowVOsttmCRBSU5WKrVZEOYknze0IyZU90s8HuPkCdr6IyAhEym7MqSKF9iJ0GYLhLirREkpdGUI3Tcpz6PIkkQfVSGEhqLiCrWmw0svwKvF6lv6pRK7o4/RvQfYOIfJpSLnN96xUI9gE/mAXalBhCYWTqOM4XKJ9LXEh5KS+KY/+e5kL8bIThhbMQn07HXp10oZsXYCxxw477LA9EsCwdzQnI9iNNoaOzJCjhx466HIcDuqQHJSNiLqzdOQ1h+Ur9GardHXVyL/MRSxbAou64m2dtBt7J4IQmfSmt4aLODsKpPsLdLwwTOe2FB3FHDkvRSGUhEqQsjRddsiitMfirjL5ZQH2ihRy8SJYnIydSYNlgVbImo9VLOHsHCbTH3d06twyTM8LVbqG8uTtNFnbphhIlIasDYtcxfKMz/J8iZ6lFVL728i+bljUGW/lZTNN41MqYw8VSW0vkH++AkBXf5WuwRz5SoahwG54JrKWoscN4vizRVXSK8Duy8GSzmRbLQtJtqXwfUS5gj1YIDUwTOfzRZb2lxgeTmPLbnb4FsO9KfrKVbK2RSVMUw16saRDRe5otIysv3ZaJBUMZr/e3GOUbp9FOxvXPbaA9/nnn9/0e6sKA3uD0a2zhXoSpkyar8QVU2SStBSXErRi00nEJam0FvQXV3DA0gIyLxGdGejMQTYNmXScdBCEUK4gbAupNW7VI1vxydRSSBHXffEiTTmMcKTAljaddvwFUAqNbcVeRDutsDoksiuNyKfAtUEKRBhBEKKrATLnI4dDpBXEcbMIvCg28lQSMhZqgQZsDSIJmbIlpJJ5simfTDbA7VJY3RKrw0XkXEjbscdUaUQYoSs+2vawwgC7EmHJOPU30IJyCMUgohoqXCnI2Ha8+yUVWTvWeel8iL3IQi7Oxp9BnYmHWQrwYh0upEDma9g1xbOb90Po5xq5HPXGE3ZS3rFetzxKXru4ZW39Nd110tdcQ0+gV/ekasF0Mx16ddKG7I033jjpSQx7RmtPQr0O3kjHmfrxep1DAFfmyasOul2XRSmL/TIRKzIe/qJFLM16HLhsiOzSCHtFBnHkKtTyPujsGDdb433gB8j+fmTHAKnUDjplLS6nlPTQDpQgLRW9iRHbsSLAPjCPOHAJevlS9JJlNIJXx4wthgYRSwZiubu20pUaQj5bhJ1giTQZaREBeVuxNOWzorNEz4oq7iFZxAGL0Sv60EuXxgZsu/EHtmHn4zkyqSF6KaMBUc3ghBYSyNkhizNVuhdVyRwosA7shZVLUcuWtb83yX2xl/aTf36QdH+F8HGLjkqG/sUp0mqIQKfYWrUZDrOgYFjmk8SE6qjX1Gp+XRuWXdT0tzAXPATtmEuhBUrNfHSZ0a0zQKv62w3GhBaMShoSiddvbC3sQMFO3+b3/nIOFTbCBpm2Y2OsM4fO5yGTQds2Igwhm0XYNlIpHD8iV/bpqPrkPZeUlCitKagakYqAPDnHpieS+JFsqAbpgsg5iO4MdOcgm2lsxROGiKqHKFYQQ2VEqoqQPmqnoBbaFEO7Uf6rFsXvO1dCB5KspXFERMaNDcxch096icZakkb0ZKEzC7nMiJGpFNQ8xHAp3rQvhQihiZLch2IgGPIV2/0anvDpVXlsAWlL0eX4dHbEThJ3MVhLc3GoRG8XuqNjZD21KkJKUCDTRYTtE9kuj5eXUo00wai3ab3WtxzVXXLs66jrJbmamv3M7RreeqI6sjMuzcRMl17dLUNWaz3l3gfD1DJ624uklFQKl4wlyTmwLBVip2zyeUF3qka6J8Ja4iIW5dFLFrc01JpwHVR3N7JcRuSL2FkPx4lwpcIWCqTEsTSOpXDcaJRXogPd3TPOiB2N7u6BaqzURKGM7CqTygXkSgHZwMa34y2SnKXIOiHpjI/VlYzf041etHicEdtqfJEvAiDzZZysh1uIcESEm/xtuzLCdSLsrELmM9CZQXd1TnxvXAe1ZDGyWkPUAqwgojNXI4wkQXcab6dgWSok58SdeLzIbXwYCmE1XruFQKQhbOeRnWlhZglGt04fkw0pGB0bW/+9/nMjHCgxZ0nap9aruqh8bqQToiQucWLb4Nho1wE3hY7CWKLAh3IVka9i5ypk3ZCMpXAlWFIQipCyKJIKXboDm2okCLRFFI2sR1gSUg6k03EyWToVG+kqipO9bAsBWIFCV6u4pQi7klSvbnhK47HSdlwWsVODFBrXSTy/OYXscmIjtjcf6/JsFtwkHtcP4ntc8xF2DYSIS2YpSU0lc/gRQ3I4MS7zOBZkLEXajnDS8Twyb0M+DbkMOptFpxNjOQoRkQKrGt/PRE0qIMrniLaViXTc9rf+NaPuka2/VmNfxxGDdnJ/Q7PZgaAm0KvR7BV7StmtT9CXvvSl3HLLLfj+xDF9TzzxBB/4wAf4xCc+sdsCfP7zn+eggw4inU5z3HHH8ctf/nLC62+99VaOOOII0uk0Rx55JLfffnvTea01V111FcuXLyeTybBmzRqeeOKJ3ZZnrjH2m6clnMbDERZZW5CzBR1OiNOVJe8G5FIBVqdEdqZjYy2f373JUm5DOWM150s0vJ9CIyziGCo3UeK702Y0k2zBpV1E2sZKa1w7IpUoeFdqXBmRsiJsVyMzFmRTcaiC6+x6/FQ6VvwpB2FbYIFMKiiMLlEihI7XZYl4rbszdiaD7sxDZwbZmSadD8ml4tqLVmeWDickZ8cVHRxhNV6fdl6D+YrWou2DWRTLtWrVKg4++OBJPz772c9Oei6jW/cxQo486ofqzWUaMZdWwyMrRzkLlNZESlPRks4uJz5aTyHXI1VJ4vEBy0bbdpyRn3YRGQcrJ0ilgkZjA1cKhBbUKDAsC5SCiEokqEaSMLQIQ2skT8mS4DrodCo2APN5dL4T3dkFXZ3QlUPkXUROYrsKS+q4wUAkKAYw5Efs9CKKvsZTcdcxBNi2wrYVVgZEhwsdiUOiqxPd0RHPk83FSWzpJAaY2GqKwrhEYyWSlEMoqBoVdqIIcaUkbcV5FGknwM5q7KxGZJz4syXlxvrWtuL7JUfpwzg+AnRstHT3pggUREqjtE4atMevz4hH1mo4d8bp1xav+1xF70q3zhKmU6/ulkf2uuuu4yMf+Qgf/OAH+Yu/+Ate8YpXsGLFCtLpNIODg/zud7/jZz/7GY899hgXXnjhbnfP+eY3v8mll17KDTfcwHHHHce1117L2rVrefzxxxsFc0fzi1/8gjPPPJMNGzbwxje+ka9//eusW7eORx55hJe97GUAfOpTn+Kzn/0sN910U6MQ+tq1a/nd7363T1uo7TXjvDbjA9olI8lejo6zavMOdDuaSmiRzeXJ2DVSqQCZlrHCSOJJd0uEcgUqVXSpRlTS1GoOpcChFNoEyZsm4zv4VYt0MURWPES5ii5XIJedeHA/cQ+EceaYjuqxP4I4kitev9JxwqkOFQQhwg/QQTCStdsKpaFShnLs9dUVn7AiqfoOldCmEtY9MZDzXHJlH6ccIEpVKJWhu2e37g+WBbaFldbxh5Nvsz2bp7q9SrcTJ6tlQhtHpxrtgRnnkR1TR3aOZ9SOJgSsOeCR3dPmAwcddNCkn2N06wzQwuPdqmZsvSti/Vi9kxdJzoEr8qR1nozOxpnyUlKLNEE2F7c00aB8UJUQWaqBZSGs+Bu/juI4WaHCWN9aFjg2MmeRyoZ0uj5djkN3yqbLyzIoUhT0Nrb7HXTXcvQ4Nr3V+B53FGrYJR+rFsTGshCx/nNckAKd6EIRhlCuIbNVLNdHCE2YeEq31kI2qX58UWN5ZT8cmWGxmyR/2UkFlYyMY3A7cujOfLzln6rH+wYQeBBF4Afosk9Y1BTLaQZ9l52eYHstYIc1gNIRXaqbroxFj6Ppcnxy2QArL5J57FHGsIrjYqVA+AGiVIp1cKmGqoTx/dWgpcRPudRKVRwpSUdpFLrR9jySAZGMcxDifATZ9BrrUZ954yrFNHloZpNmao2eIx7Z6dSru2XIvv71r+ehhx7iZz/7Gd/85jf52te+xrPPPku1WmXx4sUce+yxnHXWWbzrXe+ip2c3P/SBf/mXf+F973sf/+t//S8AbrjhBn7wgx/wla98hcsvv3zc9f/2b//GKaecwt///d8D8E//9E/ceeedfO5zn+OGG25Aa821117Lxz72Md785jcD8NWvfpVly5Zx22238c53vnO3ZZsriAnrIMZbRrZUiGyaUNoj39SCCPwQqh6iXEHvymvqeYjCMAyXUAWfoCSp+DaV5Nt3mGTAZiObWs0hWw6wCjVEqYQoFeI6h+3CC8oVRKkc/1yqocoBYU3iRxaBihMTFBBoSaAswsBCV0Io1eJEgGIJ3dv+704UhhDDRSjGyV6qGOFXbcqBTTmyKEf17UMoBzZdVYt0IUQWK4hiCYYG4/CEdpQr8XZezQc/RIcj35CjVArtONhSY8tER7ZQLhO9jvOFuRIje9JJJ83YXEa3Tj0ThxTs+n02OsSg7hiwSHa5kqYprmWRtiwsIejpzYzUrg4kjq+h6sVJWLYdG7MqAhn/K/wgNgCTv3qRhGSlpCZtQc6yyEWdFAkJifAijadEo2mM79lkKkE8R82LnQBBEHswtRzvmJD1lt2xsR1o8KKQYQYIojJdchGhzsTvTT36Poy5MUondRMTh0MQxvN6AdoLCasSL7SoRAJPQaDiuoZp0UlGOGTsZGfNUgipRn1JTwzYIIxjbpWKrTPfh2o1XmfVA18TBSO6urs3w7adNdKWRU3ZRNolEG5cIk07jddudPmtiRVN/W9jvGNnNocYqAmqFsymKjHTqVcnlex1wgkncMIJJ0zJxL7v8/DDD3PFFVc0jkkpWbNmDffff3/L59x///2NDj511q5dy2233QZJm8r+/n7WrFnTON/V1cVxxx3H/fffP6uU7UzhSEhJTSHdQYcScevCiktuq48OylheiHCfQQwNoTvyscFpWXFGaq06YmDuGIStg4TPF6k+C1t35NlSybKl5jDsC0IFGdtKDNo84gXoURVcvx9ZqiG2D6K7u+I4KNuJxw/8ePzBIRiIy25EWwp4zymGdmbYUY2rChRDCw0ESmKhsYezSKtEjiJWoBDFMmJRdxzPmkqhLQsRRXGiQKEEO4bQWwYJk6oFxecc+gc76K+m2erZjVixiiNRuu5ZKtIRDmNXA8RQEbG4J95aS2di74HSCM+LPQZDw7BtCD1YIdrhUR12KFdcaqGFrwSFdAepYhFmWZeVmSbS7T0Es+/jYWYxunWGEeN3Q+SorogAtkw1kmfjJgh58ipPl8zQl3HodAW2a9GRd7BliNJxbWlrOEBuryC8CFHx4njYTCrZ/dJJSakaVAKUr0ALLKFIS0WHrelOWSwud2PjYCHxlaYUSgpBLFexkiIz6CM7q8hMMTaUtYq3+m07Ngor5TjvoOaDHxEFkjCKKxWECjwd4alhqv4gXtYjVJpQx41eorBeYjAELwTPj7+oSyv2wpI4NoaKsHMYvb1EuD2kXEwz7LuUQ0k1jM3BTtVLRqfpSbt0OpCz49JZQtBwI+pqgCjEnzOiWmu+T6UKDFdRwzWCYU1Qi7uG2VKzuDdNISdRSmCVXZwgTgoLZUgoPHxZbbyOkYpDd3Ty2tarxNCutuwcQk/geZ1tyV7TxZQ1RJgs27dvJ4oili1b1nR82bJl/OEPf2j5nP7+/pbX9/f3N87Xj7W7phWe5+F5XuP3QqGwByuaGSbyNigUSsdv0EB6VFRIIYgrCvgISgWfrTVNxZZQschmfdK5CukXBpGdDiLvIt2k5qFSaC9EFeL7Eg0HeFsFwzszbC1l2VJ12OIptlY9ikGcPZqxYWdKUkhpCsMuy3dELH6uQm7xEM4iiex0EVkH6cSGsg4VquQTDfr4O+N3Ymlnih3FPAM1l+2eZtAPKUcRSscG+bCrGXYtikNplgxU6HpmO6nFW7G6HWSHi3AthC0hjOWPij7RzpDKNpvBoTi8YaCcYUvNYkstZEctpJQo1KwtGEpDIW1RHMqydGuZRc8MkV2yHavXRnamkFlnJLHMC9DVAFX0CXdGBEVJreywdShFKZCUQk3J9/GFJFCCcqCoqJBAeigVjCSHTPA6zycDbyo7exnaM1t066zWq7q+nTzyF6l0XJpJJP+GykOq+MtvTdhY0sGWNpayiLRLxhKceUSBfIdHZ3eVdJ/GOaYPlvaiDjsU7boT/13XatibNmP/aTPO77Yj/1jGK3UzGLhkfU0YuHQ6FvulfA6VHofndwKw6CUh1suWow87JK6o0oreTvTK5fAykE8/TX7Rnzjg4S1ET/QwrDrZ4ktS/nIisnQUsizq9TiIGgd3b6XjqKRRwcsOQh32ojihrNUtXLYk/qFcwn3yTyx9bBO53wzh1HoJyeFHAlFL4UjIWz6LwoiVosDKpUOkX9aBeNF+8TgH7Y/qWTTx6+X7ZP74BJmtO8n/+jlq/YJlqosTXzzMLX/oohYpSsqnJEtURYGaGiZMXrtQeY3Xtv7v6NCC3Q2tm62Yzl770JCdTWzYsIGrr7563PGOjo59mlHcZLQmcjS2oJOMdyliJSMtF8dySCU2liMDQlVip634QwTdW8q4AgYcRcpSPJ/yyDohGSegY1MNO6exM4AtEFYSh+prolgX4JUtSqUUg9U0270SOzybbZ5gyNeUQ0WkNClL0ukKtrswkNI85wYsSnl05Wpksj5OLunV7cTvMBVAVAO/YlEpx7FoQ9U0O7wqO32bIV9QCKCaxMu6FuQd6HFImhYEdKc88rka6VyIldFYqXiHSIfx+GFFUC05lCopBmvxN/QdfoFtvsWOGgwHUAnjt3vGkux0YXsa+p2IJamAnqSpQzoXYuc0Mi1GlSTUqFo8h1exqdVsqoHDzlqZUmjhRZJCIPE1DEVQSYWEjo8jA9IKRBRvfblRGhXVE0iavQOND9okVms2bG1prSkWJ1+4esKGCPt+WYYpZl/p1QlDCxrzJvpUjK52UtepiWdWKiwZe/Isq0woFVXpI6iyjSUgbH43VOaIAzZRWZaHlYvRB6yMh9r0/O4JK+3YWysLlMsv0L91Mc8OpXmqqKhFir6MzfJAoe2dDPbEsgwvPxi9fHkcKlV8evfuSUcG8kVK3gDFnUsZ3GGztTpAmUGWym6KWJStnWxJ1RjoeBFAnND13JbdW0euA7GiC7b0Ez2zhWh4MUNDKZ4vhoRaE+Rt8pWQRXon+iCFcPPojqRu8o5C/NgV6SwckEVs3wF6O8NPDfBCsYMXhGRnqkQhU6TKMKEawlJVnCi+X1IpXJXUlNVuMtjI664bnlhdP9BWhOnUv3uqV7Xp7LXvDNnFixdjWRYDAwNNxwcGBujr62v5nL6+vgmvr/87MDDA8uXLm6455phj2spyxRVXNG2rFQoF9t9//z1c2UwxcayXJqQmPAY9l2ooqYQS14JiKHEtSSGwSEuFa2m6imFcIUBGSKmRaCItCZXES+KyKqFFObIoBBZDfmwADvuKYhBRUQEREU5kUw0dqqFFORQMBS5bPYfOaoasFZGxIhypsIRuJEd4kUUtiscGKAYWhQAKAZRCKAUKP4p9l64UlAKLkgPDgc12x6ajmiJXypG1Ilwrwknkrxf99iOLSmhTCiXDyZbZcCAY9jXDvqIUBtQSRZYOLWqRQzWSFF2bwcCiq+aSL+XIWRFpO8SRClvGxmWkJUEk8ZVFJbSoKYkfCYYDC0+DH0ExjP8d9hUlFVATHnrCotxjkr3mESa0YGaYLbp11ujVCZO9RlMPN6gbuTaiEW7g4Mo8aXLkVJ6sa+FIeKGSZvGfMnQNl0jtqCCjCJb0oncjQUVs3wGbnoMn+6n8wWPzC91sqqTZ7sFQ6FPTAWk/x5aapHu4E+exQQB6wqewhoqwan/0fismnqRQQDyzCf74AuXHamza2suWms2Qr6hRIlAVCjpgoGbzTKGD9KMBvSquRCGHCrDqAHSbv5nGOoYG4ZnN8MctlH7nsWlrD89VXXZ6mkLkExGxo5bjedemc7AL+9FBuvwnkYOJ8XrQfugVK5qrFLSa55lnYNtO1G+fx9uieH7nIrZUY49vTqbiCgYyjB86RCThA0JECJHoUz1ev46Lf51jyV5qotCC2S/+lLDPDFnXdXn5y1/OXXfdxbp162BUu7ILL7yw5XNWr17NXXfdxSWXXNI4duedd7J69WpIyjv09fVx1113NZRroVDgwQcfnDDbN5VKkdqdElEzxJ62VNRaE6kktEB4VEWJQSVxlIMfuTiWpGRLXAnDtsCRNo7QZG07rmEoNDKuwJIYHSPtW72IpAyMphxAMQgpRSFlUaUmK2gUNg7VKEOtlqYcOgz7kpwjyFgOGSuewxYjOV9RI/EAakmNxGqkqYSxl7QchlS1TyBCFBo3dHAjm1xgU7BtsjZkbYu0JUlZDq5odJBtdJGqG5TxmPG5cqgohxFFVaMsKwQi3v50SFENstSiNOXAYtgRZG1J1pKk7fr4Om7pmMivtCBQ8TxBFNdorIRxqIWv4nUEkaKQbHsFeATaI1IBeg+U5FxrnziaCTt7zbQw85jZoltnm16NGatbJzBoEViJx9YScf1nhxR24s0LFQwGFi8M56l5Np2FGp2157B6BhCbtsRdvfI5SLsjBf59P477HCrCtiLhlirF5xxeGOzh2VKGF6qCHbWQAiV86TEYOAzU0mRtF7mjG4ADHi3SvaOf1LM7EH1/irth1ecRMk7EqlRgqAADBcLnK5Q22zy3s4enyxn6qzAU+PiiTKg8ilaZ7bU0m10Hd2c34W/iets9O7bgPrsT0dcJvZ2Qz8ZVCxiphctQEbYOEz5foficw/M7e3imnKW/Cju9kIIsEhGRCRwGqikyVgroYWWtSPe2OCQl9ewOxLKn4zk6cnEZLsuGKI7PpVyBQhn9/BDRYEDhWZtCKcdALcVgYBGquLuXnVRPjxPzXKxEr8flFccaya1e9/qxuaWN5lpnr+lgn4YWXHrppZx99tm84hWv4FWvehXXXnst5XK5kWl71llnsd9++7FhwwYALr74Yk466SQ+85nPcPrpp3PLLbfw0EMP8cUvfhGSb9KXXHIJ11xzDYceemijRMyKFSsaCn3+MCbGSyvQUcPbF2kfT1SQ0sbVLlIJXC2JlI0tBb6SOEJjSahE9eoGzXmboRJEibHlK/AiTTWMWyhWVEBZVKiKEh5VIMIiRSQjtNaEoSZUNn5kUbUhZYEjQArRMGSVhkjrxthQnyOiokOq2sOTHgGxQvKETUqnUVGaSIOvJLVIkrLisAM7qdJQJ9KJQRlBLYJaFH8Lr0QRFe1TliVqlAmpARYhfhyWoCAMXAJt40WSqgWpkKRtpECiG/dIJckT9XVESicdZzSh0tRUiK8VVVHFp4pPjUj78etU39LSalSs3vyNalLGIztjGN06eUZqOovG76OPSSxk4tGL0IRaUAlhKLBRpAmVxHq+RGrIx61uR2TsuEZq2o5LHWodJ09VAqKCT7BDUdnpsG04z7Zaip2BpBBoKirEE1UCPKqiRjl0GfQt8na8Le6WcrAFOr0a7vBOrJ7iqFa1xN+oqwFq2CPYoShvj+fYWkux0xcUfaiKET1UExVKQTeDns02243HB9gCXV4NZ2g7Vnchbk87eo5KQDQUz1Ha7rK9kIvn8OKQsIoKqMkKipCSzlMKXIYCydaagyvjNUB9HYNYXck60k5cxzvSSWWdAFXy8fsVXtliZyHLkO9SDC0qYXPpKamTWr9CjKnRLZpe4zngaN1tTLLXHhiyr3vd6zjppJNYv3590/HBwUHe+ta3cvfdd+/2WO94xzvYtm0bV111Ff39/RxzzDHccccdjYSCTZs2IUdtN7zmNa/h61//Oh/72Mf46Ec/yqGHHsptt93WqHMIcNlll1EulznvvPMYGhrihBNO4I477pjddQ6nAK01SkdE9YQFFRCIClJYRMJHo7Gx8aMUtopLW0kRG2aulFiJp3E0YWKMAQRa40WKmg6p6YCarFKliE+VUFfRWiOFRyQ8lAgJdUgQpakqh3Ro4VgSW8Q9w0dv5YRJUXE/mcfXUTy+qOHJKh4VNGHSvcUmEB6hCPBUirRKkYosXCGxpUjGH5Ff6Xj8QCk8pfATw7EiatRkJd5a0xWiJEEuFA6RCAllQKhz+EGKamSTlhJHyrhHgmT8HGpkrlBpfK0Ik0dNeIQipCbKeJQItU+kAiIdoupxsPNJq07ARKEFxpI1unW2Eeupem6CNUpvxTkBfhQ7AQZ9myDRqeyEdDGko1zDdgOslI90kpQGDSqEqBrH1JfKWYZqKbZ5Lls9mx0eFPyIEtX4C7auUhEZikGWIV+SknVZUoRa0hs4dBQ8MlkfO+2TlLxFRaC88XMMeDaDPhSCkIooE0Y1QhVQo0wxChjyLTKWQBB70UMtqHgOnUM10lkfO+sh7ZE5oprAr8ZzDNbSbPccBjybnX68jrKoEFAmIqIqyxTCNDtrDq6QSFL4ScnG3sChs1AjnQ2ws0HL+xV4kmIxRy2w2VrNUAytOL8hih0VYeIMUEIhYl/6qNdufseJ6gn06kLxyAo9yU9RKSWLFi3i+OOP52tf+xq5XPztbWBggBUrVhBFcz+2r1Ao0NXVRUdH9z5J9mr5xmuT7FX/LmJJByHjWockJUdsmcGWaaSwccli17fGdFwP0UJgERuCILBHlaJRaJRWhNQN2ZBAhPjCx6eKR5VAVwhUpVEpAQSWcHFkBkdkSZGNG+VqF0fbWMTGs6w3NyDuyhL+/+ydeZxcVZn3f+fce2vpPRvdaUJCQAKIYREwhmVAyRAWgQDDJhJ4zQAiIBEZFhUCmpkgjiMDOuC4JDKgCA4gCgOyGJDVCeAoixgwhASyp/euqnvvOc/7x7l1a+mqSlenurq6+/nyuVT1Xc+5lfrVc5/znOeBgi+MAe4KFx5SSKEfPlJQwTA8gkkYlnBgizgcxOAgiijFYJON4OwQwgwzaZD5gkPDh4InXKSEKYjgIQkXCXi6H77OxKwK2LBlFI6sQwRxRFCHKMUQIQcObFhB24vdJ00EBQVP+FBQ8IUHDyn48OCiH75OQpMPXyfg61RoQJP2wj4iHT9bZLJXNiMVWpCelNDV1YWmpqYd7t/R0YGJEyfiho98DZH0r20eK9bfhWtvuw6LFi0ahhaPDsa6tg6nrg5ughcKTPLKTPqRwvzblJZ5tWUcjowDACJWvcmHigbEdBwTZD0iUqApYmFyTCBuEeosYELEN2m0Ih4iQsOxFCxJEIJMXmktkPRtJHwbfb6NLt9ChyfQkQK2JQlb3BS2yi3opo1Q2kPcmohJ1IYpsgGTY0brJ0SBSRGgyVFotH3U2T6iUsOydDi/wVUSCd9Gr2+j27fQ4QpsSwFbkxqbvX5skuvR5a2DUik0RFsxBTPRJlowOWZjYvBcMikCNDs+mhyFmOUjZmXmUPhawtMDr7HdNdfY4iaxVW5Gr94MTT7qrEmYrNsx2arD5JiFiVFgYiAFTcE14ra5hiM1pNTmfpGAryRS2kKP6yCpJTpcG/0K2J6CqR7mKnT5HpJIBQ6WXiSpG64yKb08nYCvzURfHUwA05RdSS/tUMib9IXqTvwqV1cRjKS8+l+rcNyU+QW3v59Yh0fpMaxbt66iba01hhRa8OSTT+Liiy/GJz/5Sfz6178eUkUbZmikvzwi/BIZQ0eTgtQSKi+nsyYFIQSUTEHChi0iEMI2SaOD2tQ2HDNkRrmB7yowyAAYLys8eMHQuK+TUJSCrz0Q+SDSEEKaiirkwhMJuLIviFVycq6XNsYJGiS0MfqC8AEFc7wKPJeaXGhoEBGsoOSgJRJwpQNLRNEvIrCFAws2ZPDPWQTTvUiYp3QfHhRS8APxUuQFKVlcKO2GnlEpLLOOXPgygZToQ0JEYYtokNMxqOVNMuc+6aAPmeu5UPBB8OGTCw0/uJ4HIh0asaRV+BllBoFqJztBpeHJXjuGtbWCVMBYprSRE6iUDw+esNGvPfhkQXoCEhJRG4hKgX5lIyKAOteBLQiWINjpUthkwrU8kkgqgX4F9PkCPR6h29Po8Fx0yW70oQOu6gORQkp0o1vGYCsbFFT2crWNhA/U25aZIyCjcCTBgimvrch4U1NKIKGAXl+g1yN0eRodXgrdsgsp3Q2ljCZ5KoleuxPbdRRIxuGR0dGED3TYNupsu+A1PBJwC1yj03PRJbuQoA54ug9EGinZjR5ZB0sJIBkPJsiae9zg2Ki3bEStCKKSgnkI5p4pEvC1CMI4BFwCejyBlCb0uEBSafQrhRQ8eMILtN4HQYWf3U4xCiorlgrZGi8e2SGVE5o6dSqeeeYZzJ49G4ceeihWrlxZ+ZYxDDOmSKffKrTU8O9EVWFtZRimHAjFdbWWStQOJ2V7ZNNDQtFoFD/72c+wdOlSHHfccbjmmmuGo33jkozXtYRHIZ3EWaTLD2rzBKqD1FBCg0hDChcQVjD8b4b+hQgC4oO4LykcIBiST5OuW50ebtEwMZ1pL6kiBa1daKjAs6gBSAjyoGBBygh8nYAUEUhhQQrbBODDyu0GFDSpMEG1JhWen4I40vTwuoIM2mvBkhGI4LxS2EE5SXvAuU3scPo86YlwvilIEFzD9FFCCwFFPiztwpMJWMLMfk1fI3Od3M8l+14RzPXM3xqKXJMMLctzbTyzKoyNNX3PmrQ3iH8bo5FSWQsY1tZqUFa8JGXKyGpSUMKFBzvQSgs+OdA+QZMNx5dwJNDrAY4FRKWEFIAUpm5UujJ1urKWqwlJBSSCDCrpZP492I6U6oavEuFIUb+wIaWA0iZrgZuMoc+zEbMsxMKJrgIyPZEJpkqXp4CUNpNcE75Gt06iR/agF9vg6b5QhzzVi4TVgU5pQ1ML3KQJpyjnGglfoV8p9OkUuoNrpFQvPJUIR+v67A4IKaEUIZmMot83eh33JGKW8WjbUsKWufdMI6hGpgmeApLBZNo+X2XmVEgzOc5DCgrpUTbK+hwH/29jtGlsqawFo6snQ6dsQzY/pPbrX/869t13X5x//vmVbBfDMGMMDi0oDWsrwzDlUiprgaLxURm9bEN2zZo1mDJlSs66008/Hfvssw9WrVpVybYx2aR/5MJ/lPk573xoykwGE0QgQdDSMrM/tQshJHzhBqlkslLLFPhnkIkvSscq+SCijJc08GRme1MBQJINEgKaPChhQyABKSwgSIki86JZ0vGv6admHXg1Kbge0tvTvRYCWljwyYWEFaRWsUNvVvb5s89tPKWZCVSkVeBB1WH7jadaQcODIMt4loUFIe2s+zXQq5y5X5l7hcAwCb2wUCbNFtGA65oJXvlKtOMqM6MNRRSmc8tn7PRy6LC2Dhdl/pKny9cKyhop8qEoBVfAfJcF4AkHPsXg+1HYQsIWEhEhYUkBR4gw1aAQGa+ZJg0FgqdMdpOkNoVr+mUfEuhEUvfAVf3wyQ1j6IWwAAtQ0uhKCo2I+XFEfQdRacERApYQwYhXYNhok0XFJYUUmUIsCdmLfnQh6XfBUwloHRQOkC5c1QthWdDChwsz0SjmxxFTDiKi8DV8rU2GrLxrJNCDpOqEp3qhdApEBE9JCHQBNqClD48akPBMdoS4H1zDkkXum5lI66Uz3KQzwpAHX/hIySRSSMJHKpwgrAPdRdrDWlYZ2ux/L7WvTBrFdXW8jICVbcjOmDGj4Pr99tsP++23XyXaxDDMGIRGxc/CyMHayjDMUBjvWQ1HtCACM3TCONowVlYC8EMHHgW1TkSQsoeEqW4Spr0RmewBxeLGKIj9NH/oHA+p8Sj6QWxn5uuiyQ/KAMowFlfllX5EOn1V+ok5OG943fD86djR9DYZXMqcW4f9kbnpfITMeQLP9+xmzp0uFZuOVRVQ6baTBAVtF1oM+n6lz5/ft3SfzDofuamqMx6D0RafVQ5aFy+8O4Ycz8woJfP9zIqL1W7OPlooaOGDhA/AQkrEkAgyslhkwdERSGWqTIkw1Zf59x2oWphu0BcePGlSDXrUD1f3hamitHJNe7SG65vWKWnakpJ9sGUUkSAFoaVtU6whS5cUFJQIUgCKJHwk4VI/XNUHXyXgq2SQgkpDKxcuTHYBZblwZT8AICLrgkpmzqCukc4pHl5DJ8P7p7SAFxyrrBRSoheOMOnlooiZlJBeJiWkgAjvG9IxuVDQIHjChRIKnkiZdIdIBnGxPhQFrzoVXltnz0cYgyUCNAGqSLfYI8swDFNBfAIEx8gyDMNUDKLc6mbZcNYCZsTJ9s6FXsC8WNlwD1K5nsIgvstsz3gykV2KcQfZ1yjHS5pdQlUX9SKaNihAyMDDiawsb8Wupwu8Tz+KZ28L/HnBuQkIvL+lzp19zqxzD6rtmXMP9p4hx7OTf92B189vQ7HY2LHgqVUESDZkmapDA95l52cJt4WjW5mRE5W1m4aGJWwoePBFElLY8ES/yWwCASFsWMKGCDyXOVohjC6kM00r+FBww4IvilKm0ha50MoNvaUqyOma8gl+UNDFtxKQwkEyK6NKMOshvJyCmQOg4Qfnd6HIg1LGU6l0ymgdaWi4UFqY3OGk4EtTPCAlunOytmRfIztTS7FrmKwIaY9s+v4TNLnwRBK2NAULEsIJ85tbMAvSWhv+zungmirM0a2ggow0xhNrRr18M59D+1lzFTIjYAM1OftfCYXvRhO6VIna0dWVIcOGLMMwVYGoRAjBOBFchmGYilJCV8dLyBYbsqOVAVkM8myBHA+tCuJS06X4xMD9d3zB4CXfk1nEc0jZuXAzntTCp859Oi7ooQwRYYaDcs890KtZqO0i695l7pvpjhjaPSunHWNYeRQRJGctYGqB0PuanYEkk8saeWM8PjSkUiY2VliwguPSuaxFMGojsuL1s7ObhBXCKJNnWgeZX9LVBTV5QSYBN/SWQhCUNjH2OrimIt9kUxF2UO1QYmBmBgqypWiQ9sPzU5AL3MynSOuoCrMLEPlQ2pgFg72GIgUEGWzyr5Epte1D6XT/FaRIwSfjYTZebDu4XuYeFrt/6TkOJsNN2vOcyVCjSYVZYswxKvxMC3liy8toUHvoQFsLUWz9WGNIlb0YhmHKJZ1HttAyPuSWYRimslAJXS3XRL/xxhvNQ0TWss8++wxTyysHe2RHCUWrfWU/ceVvSnsYgQHVTQZb4WZHXsyiHsQwtmmw3sbBjo1QpprZzpy71Bi3EAM8y2mGft+KtKNkW8ZGbGyakpW9xk43mVohHLUq9Z3N/oeXG0epg3zcCDyvWph80IIkdJiRwOSxRpCVJTuPdTquPjvPdr7nMJMzW4X5udPeWJP/VEEIQFMSCOJliRS0EBDCgl8gm0p+9pR05pT882eytaSv4UIrP6yQqIPc34O9RiY/dl4fAq+vMbiCuFphQZAHAFDpfOAQA/KN7+geEtJzQQq3J71uYGzsIAVnFHg0qUQs7FCav99+++HJJ58M/7bt2jcT2SPLMExVSBdEKLSUq7ej1XPAMAxTSaiErg4ltMC2bbS1tYXL5MmTh6XdlaT2TW2GYcYEpfIdDsXvMRo9BwzDMJVEo7J5ZFevXo329nbEYjHMnTsXy5Ytw/Tp03e6ncMJK/8oI993lTPUXejpq8io2pCHrAtco2CbCj4JVmiYpoLnLpniLH3erKHJnRrqH8TT8VgKJchHBwnhCzGUfqc9BwwzeCjr/1kFZZA9YTSdtkmCwiF1DUHZhV2y3gsvc4oSg5yli8voTKlq0nmpD4PJpyJdqCG36Eyxa+amAcykTTRD7llT3UX6GhoQEjp9TygzvF/qGrnD9tkhBVlpz4LwBRPioIsX6xlEmsPs+wjkFtQZWPQGWX3HgEnLGMVpt7IppqsaBCJCd3d3zvpoNIpoNDpg/zlz5mDFihXYe++9sWHDBtx000048sgj8frrr6OxsXHY2r+zcGgBwzBVodRkLxDgeR66u7tzllQqVfR8ac/BHnvsgXPPPRfvv/9+VfvDMAwz0uhSk70I6OnpQXNzc86ybNmyguc6/vjjccYZZ2D//ffH/Pnz8eijj6KzsxP33Xdf1ftVDuyRHeWU9NBieILVd+Q9K7R9R5OkdsYTWalzF72XwxTwP5a9r4VQmiCKlPYiAI8++iguueSSnPVLlizBjTfeOGD/0eo5YIaHgiMr4cbsCbEiPAJ5Prjcct8IUvulPX0yp7iMCMts53oPRZGJZZTVhsLeQsqZHJXTbhH0Lz+loZBB6dtBTGbLSZuYl3iUKLgGgtSDufchLD4ziGvkeGLzJiJne5bNBC2ZdXjhojOF7mf+vUTeZLCCBWjCAwqVAh/kBOYa1Wwio62F0BpobGzEunXrctYX8sYWoqWlBbNmzcI777xTkbYOF2zIMgxTFUqHFgAnnHAC7r777pz1xQT3+OOPD9/vv//+mDNnDmbMmIH77rsPixYtqnDLGYZhahMqoasaBCEEmpqahnTu3t5evPvuuzjvvPN2spXDCxuyY4xafGLEMLdruM5dq/dytKKIipaUIAIcxxmy4I4WzwEzwgxIyZXt3Qs2FUqQH44kKFMYJdvJlx2ht0PJKOwlHBCnGcZ6UubS+SkNsxpRaFSqqNcx69y53Ssv9WDR1IyFPJoDvL75xWxUXqEemXPK4uR/VgO9r4XbXKSNoxAqUfhAl9mnq666CieddBJmzJiBDz/8EEuWLIFlWTjnnHMq1NrhgWNkGYapCqVTxOzcj0jaczB16tSKtZdhGKbW0SV0tZinthjr16/HOeecg7333htnnnkmJk2ahJdeeglTpkwZtvZXAvbIMgxTFXQJYS3XjB2tngOGYZhKQiU8r+V6ZO+9994Ktaq6sCHLMExVUCgRWlDmudKeg23btmHKlCk44ogjRoXngBl+ilZBzNkpP8QAWRPA8sbygbAyYuFzZlVNFHmDnIXCFAYx7J+9T9ifAV+SIlUOB+yWu63QvgQqkDZxkKkHd3D+nEmzOeERuVUnc+9t+fe0dDsHf38Gf87agEBQRWNkxwdsyDIMUxU0aagi0lruD8Vo9RwwDMNUElPZq7CuFls/1mBDlmGYquAjN9F7NrXr72BGK4NKA1iwiMzAiWDFz5l/PoWBlOcNLPZQV7A/g/jiDDX9YKXOn+Mhz/f4AjvwKosi9zT3CoNmlHtfC6FB8IvoajFP7ViDDVmGYaoCBYliim1lGIZhyqOUrhbX27EFG7IMw1SF0h5ZNmSZ4afUv7OhFUDZ+X+3O/Nvf7i/N5U8/9AKznBqxR2hA20tRLFQrrEGG7IMw1QFJfy8yTUZxtIPC8MwTLUgoY22FkCLHYVljA3YkGUYpiroCmYtYBiGYXZU2Wt8wIZsAdK1nGmUVvpgmOFkqN8PBX/g5JjMWSvQMqaWqXVd5VGB6sL3O5ehfj8IOtDWgegi68cabMgWoKenBwDQ29s10k1hmJqlp6cHzc3Ng97fFz6oSGhBuRVomNEH6yrD7JhydVWD4BcJLVAcWjB+aW9vx7p169DY2AhR5Ie3luju7sZuu+2GdevWDblWfS3D/astiAg9PT1ob28v7zhoaM5aMG5hXa0tuH+1xdB1lYrq6nhxELAhWwApJaZNmzbSzSibpqamUfGFHSrcv9qhHI9BGgW/qKzyMOPYh3W1NuH+1Q5D0VWCgoJXcBuHFjAMw1QQJXxQEUccG7IMwzDlowUVz1oADi1gGIapGEZUebIXwzBMpTCBBYUN1uKhXGMLNmTHANFoFEuWLEE0Gh3ppgwL3L+xgSKvrPKbDDOSjPXvJfdvbECkoah4aIGseouqj6BazYXCMMyYoKOjAxMnTsT0lvmQovCz88ael/G9O2/GokWLqt4+hmGY0cgVV1yBFT/4DSbW7Vtwe9LvgN38PtatW1f1tlUT9sgyDFMVzDDX+BjqYhiGqQalshYUKwk+1mBDlmGYqqDJLxoLO14El2EYppIQNHSx0ALirAUMwzAVQ8ErarByjCzDMEz5cPotNmQZhqkSmvwSBisbsgzDMOViJnsVSb9F4yP91niY0Dbq8DwP11xzDWbPno36+nq0t7dj4cKF+PDDD0sed+ONN0IIkbPss88+Ofskk0lceumlmDRpEhoaGnD66adj06ZNw9yjgXz/+9/H7rvvjlgshjlz5uAPf/hDyf3vv/9+7LPPPojFYpg9ezYeffTRnO1EhBtuuAFTp05FPB7HvHnzsHr16mHuxUCWLVuGQw89FI2Njdhll12wYMECvP322yWPWbFixYDPLRaL5exTK/3bGYhUiYUNWWZ4YV0dCOtqbfRvZyBQCV0dHyFbbMjWIP39/Xj11Vdx/fXX49VXX8UDDzyAt99+GyeffPIOj91vv/2wYcOGcHnuuedytn/5y1/Gr3/9a9x///145pln8OGHH+K0004bxt4M5Be/+AWuvPJKLFmyBK+++ioOOOAAzJ8/H5s3by64/wsvvIBzzjkHixYtwmuvvYYFCxZgwYIFeP3118N9brnlFtx2222488478fLLL6O+vh7z589HMpmsYs+AZ555BpdeeileeuklPPHEE/A8D8ceeyz6+vpKHtfU1JTzua1duzZne630b2fQ5Bdd2CPLDDesq7mwrtZO/3YGIl1cW8dJQQQQMyr4wx/+QABo7dq1RfdZsmQJHXDAAUW3d3Z2kuM4dP/994fr3nrrLQJAL774YsXbXIxPfOITdOmll4Z/K6Wovb2dli1bVnD/M888k0488cScdXPmzKGLL76YiIi01tTW1kbf/va3w+2dnZ0UjUbp5z//+bD1YzBs3ryZANAzzzxTdJ/ly5dTc3Nz0e213L/BsH37dgJALfUfowkNBxRcbKuBfvSjH410U5lxBusq62ot9m+wfOlLX6KoM6WorjbGP0LTpk0b6WYOO+yRHSV0dXVBCIGWlpaS+61evRrt7e3YY489cO655+L9998Pt73yyivwPA/z5s0L1+2zzz6YPn06XnzxxWFtfxrXdfHKK6/ktEFKiXnz5hVtw4svvpizPwDMnz8/3H/NmjXYuHFjzj7Nzc2YM2dO1fpVjK6uLgDAxIkTS+7X29uLGTNmYLfddsMpp5yCN954I9xWy/0rByICkS64MMxIwLrKulqL/SuP4ro6XrSVDdlRQDKZxDXXXINzzjkHTU1NRfebM2cOVqxYgcceewx33HEH1qxZgyOPPBI9PT0AgI0bNyISiQwQ7dbWVmzcuHHY+wEAW7duhVIKra2tg27Dxo0bS+6ffi3nnNVAa43Fixfj8MMPx8c+9rGi++299974yU9+gl/96le4++67obXGYYcdhvXr1wM13L9yUeQXXThGlqk2rKusq6jB/pWLDiZ7FVp4shdTNe655x40NDSEy+9///twm+d5OPPMM0FEuOOOO0qe5/jjj8cZZ5yB/fffH/Pnz8ejjz6Kzs5O3HfffVXoBZPPpZdeitdffx333ntvyf3mzp2LhQsX4sADD8RRRx2FBx54AFOmTMEPfvCDqrW1Gmjyii5cKIGpNKyrYxPW1Xx0CW3l9FtMlTj55JMxZ86c8O9dd90VyBLbtWvX4umnny7pNShES0sLZs2ahXfeeQcA0NbWBtd10dnZmeM92LRpE9ra2irWn1JMnjwZlmUNmNFbqg1tbW0l90+/btq0CVOnTs3Z58ADDxyGXuyYyy67DL/5zW/w7LPPYtq0aWUd6zgODjrooJzPDTXWv6FQapiL/bFMpWFdZV3NZuzqKhXVVpPuUFS9TdWGPbI1QGNjIz7ykY+ESzweD8V29erVePLJJzFp0qSyz9vb24t33303/JIefPDBcBwHTz31VLjP22+/jffffx9z586taJ+KEYlEcPDBB+e0QWuNp556qmgb5s6dm7M/ADzxxBPh/jNnzkRbW1vOPt3d3Xj55Zer1q80RITLLrsMDz74IJ5++mnMnDmz7HMopfDnP/85/NxqqX87Q8msBRxawFQY1lXW1WzGqq6ayl6FdZXGSWgBZy2oQVzXpZNPPpmmTZtGf/zjH2nDhg3hkkqlwv0+/elP0+233x7+/ZWvfIVWrlxJa9asoeeff57mzZtHkydPps2bN4f7fOELX6Dp06fT008/TatWraK5c+fS3Llzq9q/e++9l6LRKK1YsYLefPNNuuiii6ilpYU2btxIRETnnXceXXvtteH+zz//PNm2Tf/6r/9Kb731Fi1ZsoQcx6E///nP4T4333wztbS00K9+9Sv605/+RKeccgrNnDmTEolEVft2ySWXUHNzM61cuTLnc+vv7w/3ye/fTTfdRI8//ji9++679Morr9DZZ59NsViM3njjjZrr31BIZy1w7DaKOO0FFyGinLWAGVZYV1lXx5KuUpC1QMr6orpqW5PHRdYCNmRrkDVr1lAw2jpg+d3vfhfuN2PGDFqyZEn491lnnUVTp06lSCRCu+66K5111ln0zjvv5Jw7kUjQF7/4RZowYQLV1dXRqaeeShs2bKhq/4iIbr/9dpo+fTpFIhH6xCc+QS+99FK47aijjqLzzz8/Z//77ruPZs2aRZFIhPbbbz965JFHcrZrren666+n1tZWikajdMwxx9Dbb79dtf6kKfa5LV++PNwnv3+LFy8O70VrayudcMIJ9Oqrr+act1b6NxQyhuwuFHHaCi5CRNiQZYYV1lXW1bGkqxQasnVFddW2Jo4LQ1YQTxdmGGYY6ejowMSJE2FZkyBE4Xgtpbrwwx/egUWLFlW9fQzDMKORK664Arff/kNYVn3B7UQepk5txLp166retmrCk70YhqkKRF7RiQf8PM0wDDMUVKCtAyHOWsAwDFM5zMzaYjNo2ZBlGIYpl5JZC8aJg4ANWYZhqgP5bMgyDMNUFAq0tdCm8ZG1gA1ZhmGqAkGxIcswDFNRdKCtA6FxUmiGDVmGYaqEBtHYT87NMAxTPYqHFowXBwEXRGAYZlhpaGgI3hUTVZNNZ999961iqxiGYUY3RjOphLZqrF//QZVbVX04/RbDMMPOT3/6U1xwwQUArALhBWZYrFQJW4ZhGCYXz/MQiUQCn2S+X5IAKLzyyiv4+Mc/PkItrA7skWVqgh//+Mc49thjh/06jz32GA488EBozUZTNfnc5z4XvMt/bjbehLfeenMEWsUwYx/W1rGL4zj45S9/CUAX0FaTJWasG7FgQ5apBZLJJK6//nosWbJk2K913HHHwXEc3HPPPcN+LSaDZVl4/PHHCwiuEdt99tlnBFvHMGMT1taxz2mnnRa8y36AMA6C995bM0Ktqi5syDIjzi9/+Us0NTXh8MMPr8r1LrjgAtx2221VuRaTwXiFRJbgGrHduHHDCLeMYcYmrK1jHyEEnn/++bzqvcZBMGPGjJFuXlVgQ5apGHfddRcmTZqEVCqVs37BggU477zzih5377334qSTTspZd/TRR2Px4sUDzmPiLA277747li5dioULF6KhoQEzZszAww8/jC1btuCUU05BQ0MD9t9/f6xatSrnPCeddBJWrVqFd999dyd7zJTLH//4WpbYKgASra2tI90shqlpWFuZUhx22GFZTgKjrx0d20e6WVWDDVmmYpxxxhlQSuHhhx8O123evBmPPPIIPv/5zxc97rnnnsMhhxwypGt+97vfxeGHH47XXnsNJ554Is477zwsXLgQn/vc5/Dqq69izz33xMKFC3MqnEyfPh2tra34/e9/P6RrMkPngAMOCATXTPDq7e0e6SYxTM3D2srsiL/+9e0sb6xES0vLSDeparAhy1SMeDyOz372s1i+fHm47u6778b06dNx9NFHFzyms7MTXV1daG9vH9I1TzjhBFx88cXYa6+9cMMNN6C7uxuHHnoozjjjDMyaNQvXXHMN3nrrLWzatCnnuPb2dqxdu3ZI12R2jnXr3geCSSj19fUj3RyGqXlYW5kdsddee4UZYZLJ/pFuTlXhgghMRbnwwgtx6KGH4oMPPsCuu+6KFStW4IILLoAQhRPhJxIJAEAsFhvS9fbff//wfXqIevbs2QPWbd68GW1tbeH6eDyO/v7x9WWvFaZNmzZuaoAzTKVgbWV2xHhNYciGLFNRDjroIBxwwAG46667cOyxx+KNN97AI488UnT/SZMmQQiBjo6OHZ5bqYFl+BzHCd+nBb3QuvyUMNu3b8eUKVMG2SuGYZiRhbWVYQrDoQVMxfnHf/xHrFixAsuXL8e8efOw2267Fd03Eongox/9KN58c2Ae0fwhq7/97W8VaV8ymcS7776Lgw46qCLnYxiGqQasrQwzEDZkmYrz2c9+FuvXr8cPf/jDkhMR0syfPx/PPffcgPW/+tWv8MADD+Ddd9/FP//zP+PNN9/E2rVr8cEHO1dy76WXXkI0GsXcuXN36jwMwzDVhLWVYQbChixTcZqbm3H66aejoaEBCxYs2OH+ixYtwqOPPoqurq6c9SeeeCJuueUWfPSjH8Wzzz6L//iP/8Af/vAH/Nd//ddOte/nP/85zj33XNTV1e3UeRiGYaoJayvDDEQQz7pghoFjjjkG++2336CTY59xxhn4+Mc/juuuuw4Ich0eeOCBuPXWWyvarq1bt2LvvffGqlWrMHPmzIqem2EYZrhhbWWYXNgjy1SUjo4OPPjgg1i5ciUuvfTSQR/37W9/Gw0NDcPaNgB477338B//8R8stAzDjCpYWxmmMJy1gKkoBx10EDo6OvCtb30Le++996CP23333XH55ZcPa9sA4JBDDhlygnCGYZiRgrWVYQrDoQUMwzAMwzDMqIRDCxiGYRiGYZhRCRuyDMMwDMMwzKiEDVmGYRiGYRhmVMKGLMMwDMMwDDMqYUOWYRiGYRiGGZWwIcswDMMwDMOMStiQZRiGYRiGYUYlbMgyDMMwDMMwoxI2ZBmGYRiGYZhRCRuyDMMwDMMwzKiEDVmGYRiGYRhmVMKGLMMwDMMwDDMqYUOWYRiGYRiGGZWwIcswDMMwDMOMStiQZRiGYRiGYUYlbMgyDMMwDMMwoxI2ZBmGYRiGYZhRCRuyDMMwDMMwzKiEDVmGYRiGYRhmVMKGLMMwDMMwDDMqYUOWYZiqopTCvyy7CO+8885IN4VhGGbM8Pzzz+OHP/ynkW5G1RFERCPdCIZhxg8/+cm1WLToWzjppMPw8MPPj3RzGIZhRj2u62K//fbAu+9+iP/93//FwQcfPNJNqhrskWUYpmr09/fjhht+jO/eehlWrvwjnn322ZFuEsMwzKjnjjuvguPY+PKVZ+Kqf7oQ48lHaY90AxiGGT/823e/hKlTJ+HSS09FT08CX7nqYrz80huQkp+pGYZhhkJXVxe++Y2f4sc/uRZHHjkbs/Y6F48++ihOPPHEkW5aVeBfD4ZhqsLmzZtxy7d+jm/d8gVIKbF48T9gw4dbcd9994100xiGYUYt/7Lsi/jY7D1w4omfRHNzA75+/UJcffWl8H1/pJtWFdiQZRimKnzjG1/AUUcdiKOOOhAAUFcXw003fR5f/eqVSKVSI908hmGYUce6detw+23/jW996wsQQgAALr74ZKRSHn7yk+tGunlVgSd7MQwz7Pz1r3/FAQfMxh/+9wf46Ed3D9crpXDIwRfh/AuOw1eu/P6ItpFhGGa0cf75x8F1Pdx9z/U56395/0p8+cvfw+rVa1FfXz9i7asGbMgyDDPsnHba32Hy5GbccedXBmx77LE/4LzPLcW7767FhAkTRqR9DMMwo43/+7//wyc/+Qm8/sZPsfvubTnbiAhHHHEZjjvuE7hxyfIRa2M14NAChmGGla6uLjz44O9x3Vc/V3D7/PmHYo89puJXv/pV1dvGMAwzWlm+YinOPvvTA4xYABBC4LrrPocVy/9nRNpWTThrAcMww4rWGgAwaUIDELzPRgCYOLEJSqkRaB3DMMzohHQ7Jk7cWFBXEWiuUk7V21Vt2JBlGKY6+AooNouWI5wYhmHKR+viujpOnANsyDIMUx2UKi6sbMgyDMOUD1FxXS3iqR1rsCHLMEx10Lq4sLIhyzAMUz5ExXWVDVmGYZgK4vscWsAwDFNJOLSAsxYw5fHee+9BCIEVK1YMy/l33313XHDBBTV/TqZ8hPKLLmzIMuMZ1lVmqAjSxbVVsyHLMEwVufDCCyGEwGc+85mRbsrwoFQw4avAwoYswzAV4oknnsARRxyBuro6TJgwAf/wD/+A9957b6SbNTxoKq6rikMLGKbqvP3225By/D1frVq1CitWrEAsFhvppgwfpWJkGYYZNsaTrv7mN7/BKaecgo9//OO4+eab0d3djX//93/HEUccgddeew1TpkwZ6SZWFo6RZUOWqS2i0ehIN6HqEBG+9KUvYeHChXjqqadGujnDh/LNUgj2yDLMsDGedPWaa67BHnvsgeeffx6RSAQAcNJJJ4WG7Xe+852RbmJlIV1cVzm0gKlVbrzxRggh8Ne//hWf+9zn0NzcjClTpuD6668HEWHdunU45ZRT0NTUhLa2tgFf3M2bN2PRokVobW1FLBbDAQccgJ/+9KcDrtPZ2YkLLrgAzc3NaGlpwfnnn4/Ozs6CbfrLX/6Cf/iHf8DEiRMRi8VwyCGH4OGHHy67b/lxVytWrIAQAs8//zyuvPJKTJkyBfX19Tj11FOxZcuWnGOJCEuXLsW0adNQV1eHT33qU3jjjTcKXqezsxOLFy/Gbrvthmg0io985CP41re+FSbvJyJ86lOfwpQpU7B58+bwONd1MXv2bOy5557o6+sru3+F+K//+i+8/vrr+Od//ueKnK9m8TWHFjA1C+vq6NfV7du3480338Spp54aGrEAcMABB2DffffFvffeO+Rz1yy6hK5yaAFT65x11lnYd999cfPNN+ORRx7B0qVLMXHiRPzgBz/Apz/9aXzrW9/CPffcg6uuugqHHnoo/u7v/g6JRAJHH3003nnnHVx22WWYOXMm7r//flxwwQXo7OzEFVdcAQSCc8opp+C5557DF77wBey777548MEHcf755w9oxxtvvIHDDz8cu+66K6699lrU19fjvvvuw4IFC/Df//3fOPXUU3e6r5dffjkmTJiAJUuW4L333sOtt96Kyy67DL/4xS/CfW644QYsXboUJ5xwAk444QS8+uqrOPbYY+G6bs65+vv7cdRRR+GDDz7AxRdfjOnTp+OFF17Addddhw0bNuDWW2+FEAI/+clPsP/+++MLX/gCHnjgAQDAkiVL8MYbb2DlypWor68HAHieh66urkH1Y+LEiTlDfD09Pbjmmmvw1a9+FW1tA8sMjik4/RYzCmBdHb26mkqlAADxeHzAPnV1dXjjjTewcePGsaW1VCKEYJyEFoCYUceSJUsIAF100UXhOt/3adq0aSSEoJtvvjlc39HRQfF4nM4//3wiIrr11lsJAN19993hPq7r0ty5c6mhoYG6u7uJiOihhx4iAHTLLbfkXOPII48kALR8+fJw/THHHEOzZ8+mZDIZrtNa02GHHUZ77bVXWX2bMWNG2FYiouXLlxMAmjdvHmmtw/Vf/vKXybIs6uzsJCKizZs3UyQSoRNPPDFnv69+9asEIOec3/zmN6m+vp7++te/5lz72muvJcuy6P333w/X/eAHPwjv10svvUSWZdHixYtzjvvd735HgZzscFmzZk3OsVdddRXNnDkzvHczZsygE088sax7Vuts376dAFDPq7eT/st/FlyOPfyj9KMf/Wikm8qMY1hXR7+uKqWopaWFjjnmmJxzbd26lerr6wkArVq1qqx7V8t86Utfoq98/tiiuvr8z6+hadOmjXQzhx0OLRjF/OM//mP43rIsHHLIISAiLFq0KFzf0tKCvffeG3/7298AAI8++ija2tpwzjnnhPs4joMvfelL6O3txTPPPBPuZ9s2LrnkkpxrXH755Tlt2L59O55++mmceeaZ6OnpwdatW7F161Zs27YN8+fPx+rVq/HBBx/sdF8vuugiCCHCv4888kgopbB27VoAwJNPPgnXdXH55Zfn7Ld48eIB57r//vtx5JFHYsKECWF7t27dinnz5kEphWeffTbnuvPnz8fll1+O8847D3vuuSf+5V/+Jed8BxxwAJ544olBLdmegL/+9a/493//d3z7298eHzFs6cpehRb2yDI1Auvq6NVVKSUuvvhiPPXUU7juuuuwevVqvPLKKzjzzDNDD3Iikdjp+1ZTkC6uq+PEI8uhBaOY6dOn5/zd3NyMWCyGyZMnD1i/bds2AMDatWux1157DZjBuu+++4bb069Tp05FQ0NDzn577713zt/vvPMOiAjXX389rr/++oLt3Lx5M3bdddch9xMF+jphwgQAQEdHR06799prr5z9pkyZEu6bZvXq1fjTn/5UdPZqduwWAPz4xz/GnnvuidWrV+OFF14YMGw1YcIEzJs3r+w+XXHFFTjssMNw+umnl33sqISzFjCjANbV0a2r3/jGN7B161bccsstuPnmmwEAxx57LBYtWoQ777xzwL0f9XDWAjZkRzOWZQ1qHYLYrOEgHcR/1VVXYf78+QX3+chHPrLT16lkv7TW+Pu//3tcffXVBbfPmjUr5++VK1eGsVd//vOfMXfu3Jztruti+/btg7r2lClTYFkWnn76aTz22GN44IEHcvIb+r6PRCKB9957DxMnTkRTU1PZ/atZ0nlkC8EeWaZGYF0dvboKAJFIBD/60Y/wz//8z/jrX/+K1tZWzJo1C5/97GchpazIfasp0nlkC8GTvZixyIwZM/CnP/0JWusc78Ff/vKXcHv69amnnkJvb2/OE+zbb7+dc7499tgDCIbRhvL0XCnS7V69enXYJgDYsmVL6F1Is+eee6K3t3dQ7d2wYQMuv/xyHHvssYhEIuEPS/p6APDCCy/gU5/61KDauWbNGuy+++54//33AQCnnXbagH0++OADzJw5E9/97ncLDuGNWtLDXYVgQ5YZxbCu1oauZtPa2orW1lYAgFIKK1euxJw5c8amR7aYrrJHlhmLnHDCCfjtb3+LX/ziF2E8l+/7uP3229HQ0ICjjjoq3O8///M/cccdd+Cf/umfgEAMbr/99pzz7bLLLjj66KPxgx/8AJdffjmmTp2as33Lli1VSUA9b948OI6D22+/Hccee2wYz3XrrbcO2PfMM8/EjTfeiMcff3yAt6OzsxMNDQ2wbfPVuPDCC6G1xo9//GNYloX99tsPixYtwhNPPBFeIx3LNRjSsVyf/vSn8eCDDw7YftFFF2HGjBn42te+htmzZw/hTtQwnLWAGaOwrtaGrhbjX//1X7Fhw4YB93lMwKEFbMiONy666CL84Ac/wAUXXIBXXnkFu+++O375y1/i+eefx6233orGxkYgSCB9+OGH49prr8V7772Hj370o3jggQcKpkP5/ve/jyOOOAKzZ8/GhRdeiD322AObNm3Ciy++iPXr1+P//u//hr1fU6ZMwVVXXYVly5bhM5/5DE444QS89tpr+J//+Z8BsW3/9E//hIcffhif+cxncMEFF+Dggw9GX18f/vznP+OXv/wl3nvvPUyePBnLly/HI488ghUrVmDatGkAgNtvvx2f+9zncMcdd+CLX/wiMMRYrunTpw+IT0MwiaK1tRULFizYqftRk6TzyBaC7VhmFMO6Whu6CgB33303/vu//xt/93d/h4aGBjz55JO477778I//+I9jcz6CLqGrHFrAjEXi8ThWrlyJa6+9Fj/96U/R3d2NvffeG8uXL89JmC2lxMMPP4zFixfj7rvvhhACJ598Mr7zne/goIMOyjnnRz/6UaxatQo33XQTVqxYgW3btmGXXXbBQQcdhBtuuKFqfVu6dClisRjuvPNO/O53v8OcOXPw29/+FieeeGLOfnV1dXjmmWfwL//yL7j//vtx1113oampCbNmzcJNN92E5uZmrF+/Hl/+8pdx0kkn5eR4PPfcc/Hf//3fuPrqq3H88cdj5syZVevfqMfnGFlmbMK6Wju6OmvWLGzfvh3f/OY3kUgksPfee+POO+/ERRddtFP3oWYpGSM7Pip7CRquaHWGYZhgBvTEiRPR89gS1McjBfc57qrlOPPia3NSHDEMwzDFueKKK+BsfhXfvuT4gttffP19nLXsEaxbt27Q53z22Wfx7W9/G6+88go2bNiABx98MGeE8IILLhhQsW7+/Pl47LHHdqInOwd7ZBmGqQ7skWUYhqksFfbI9vX14YADDsDnP//5gpORAeC4447D8uXLw79HOg86G7JMVdi4cWPJ7fF4HM3NzVVrDzMClEy/Vd6pRqPXgGEqDesqU+kY2eOPPx7HH1/Yw5smGo3WVJlfNmSZqpA/6zaf888/HytWrKhae5gRoILpt0aj14BhKg3rKrOj9FtEhO7u7pzV0Wh0p/Rw5cqV2GWXXTBhwgR8+tOfxtKlSzFp0qQhn29nYUOWqQo7SqPS3t5etbYwI4QmsxSiTI/saPQaMEylYV1lQCiuq5rQ09MzwCu/ZMkS3HjjjUO63HHHHYfTTjsNM2fOxLvvvouvfvWrOP744/Hiiy8WLbAx3LAhy1SFkUzqzdQIVY6RrTWvAcNUGtZVZkehBY2NjQMme+2MN/bss88O38+ePRv7778/9txzT6xcuRLHHHPMkM+7M7AhyzBMdfC1WQpBBM/zKjYEVoteA4ZhmIqjqbiuKg0hxLCWOt9jjz0wefJkvPPOO2zI1hJaa3z44YdobGwMq4wwDGMgMsNV7e3tOeU4d0ipyl4AHn30UVxyySU564Y6BFaLXoPxDusqwxRnyLpaqrJXFbLBrF+/Htu2bdthvPZwwoZsAT788EPstttuI90Mhqlp1q1bF1bmGRSKis+iJcIJJ5yAu+++O2d1pSZo1YLXYLzDusowO6ZsXaUSujqErAW9vb145513wr/XrFmDP/7xj5g4cSImTpyIm266Caeffjra2trw7rvv4uqrr8ZHPvKRAWWJqwkbsgVIlxMEJAD2HDBMLgRAZ31PBomvAL+Ip4EIjuMM2xBYLXgNxjusqwxTiiHqask8suUbsqtWrcKnPvWp8O8rr7wSCDJg3HHHHfjTn/6En/70p+js7ER7ezuOPfZYfPOb3xzRrDBsyBYgM+wlWHAZpghlDw9T5bIWjEavwXiHdZVhdkz5uloia8EQQguOPvpolCr4+vjjj5d9zuGGDVmGYaqDrwGrMrFco9FrwDAMU3FKTfYqtn6MwYYswzBVgZQGFRnqKtdxMBq9BgzDMBWHqLiuFvPUjjHYkGUYpjqUKojAMAzDlE/JkK3xobdsyDIMUx1KhRawgcswDFM+HFrAhizDMNWBfA2qUIwswzAMA5A22lpwmxofusqGLMMw1YFDCxiGYSoLhxawIcswTJVQpUrUVrsxDMMwY4CSJWrHh7CyIcswTFUgRcWHusaJ54BhGKaiUPEQAg4tYBiGqSS+BiR7ZBmGYSpGSY/s+JjsVaReZHVYtmwZDj30UDQ2NmKXXXbBggUL8Pbbb+/wuPvvvx/77LMPYrEYZs+ejUcffTRnOxHhhhtuwNSpUxGPxzFv3jysXr16GHvCMMyOIF18YUO2crCuMsw4glhXR9SQfeaZZ3DppZfipZdewhNPPAHP83Dssceir6+v6DEvvPACzjnnHCxatAivvfYaFixYgAULFuD1118P97nllltw22234c4778TLL7+M+vp6zJ8/H8lksko9YxhmAD4VXzi0oGKwrjLMOIJK6Koa6cZVB0GlyuNUmS1btmCXXXbBM888g7/7u78ruM9ZZ52Fvr4+/OY3vwnXffKTn8SBBx6IO++8E0SE9vZ2fOUrX8FVV10FAOjq6kJraytWrFiBs88+e4ft6O7uRnNzMwCLa4IzzAAIgEJXVxeampp2uHdHRwcmTpyI7V85G/URp+A+J977JM7+2jexaNGiYWjv+IZ1lWFGA+XpKgBcccUVsF5+Ejd/+uCC219avwXn/u51rFu3rsJtrS1G1CObT1dXFwBg4sSJRfd58cUXMW/evJx18+fPx4svvggAWLNmDTZu3JizT3NzM+bMmRPuk08qlUJ3d3fOwjBMhaESCzNssK4yzBiGdbV2DFmtNRYvXozDDz8cH/vYx4rut3HjRrS2tuasa21txcaNG8Pt6XXF9sln2bJlaG5uDpfddtutAj1iGCYb8gHyqeAynkS3mrCuMswYRxfWVPJLZIkZY9SMIXvppZfi9ddfx7333lv1a1933XXo6uoKl7HuhmeYkYBU2pgduGB8TK6tOqyrDDO2ISquq+SPdOuqQ02k37rsssvwm9/8Bs8++yymTZtWct+2tjZs2rQpZ92mTZvQ1tYWbk+vmzp1as4+Bx54YMFzRqNRRKPRCvSEYZhihDNpmarAusow4wAqoavjwyE7sh5ZIsJll12GBx98EE8//TRmzpy5w2Pmzp2Lp556KmfdE088gblz5wIAZs6ciba2tpx9uru78fLLL4f7MAxTfUiVWMaJ4FYD1lWGGT+QLqGr48RxMKIe2UsvvRQ/+9nP8Ktf/QqNjY1hrFVzczPi8TgAYOHChdh1112xbNkyIJild9RRR+E73/kOTjzxRNx7771YtWoV/vM//xMAIITA4sWLsXTpUuy1116YOXMmrr/+erS3t2PBggUj2FuGGd+QD1CxyepsyFYM1lWGGUfo4iEEHFpQBe644w4AwNFHH52zfvny5bjgggsAAO+//z6kzDiODzvsMPzsZz/D17/+dXz1q1/FXnvthYceeihnIsPVV1+Nvr4+XHTRRejs7MQRRxyBxx57DLFYrGp9Yxgml5KhBWzIVgzWVYYZPxCK6+p4GemqqTyytQLnO2SYUgwtj+yG885GvVM4j+yCx5/EZ2/iPLJjGdZVhinF0PLI4uknsfQThfPIvrx5C/7fH8d+HtmamOzFMMzYRysBLYsYMPw4zTAMUzZERlsLbiuyfqzBhizDMFWBQwsYhmEqC5XIWjBextvZkGUYpipoLYp7DorOAmMYhmGKQiV0VVW9NSMCG7IMw1QFrQS0KCK4VW8NwzDM6Id08dACrceHg4ANWYZhqoJWEloUSV3NHlmGYZiyIRLQqrCual0zxVuHlbIMWa01nnnmGfz+97/H2rVr0d/fjylTpuCggw7CvHnzuJY2wzBFISoRszXOXbKsrQzDDAXW1UFW9kokEli6dCl22203nHDCCfif//kfdHZ2wrIsvPPOO1iyZAlmzpyJE044AS+99NLwt5qpCcQY/o+pPFpJqCLLONHbAbC2MgyzMxCJorqqOLQgw6xZszB37lz88Ic/xN///d/DKZALcu3atfjZz36Gs88+G1/72tdw4YUXDkd7GYYZpWgtisZsjZfZtfmwtjIMszMQldBVNmQz/Pa3v8W+++5bcp8ZM2bguuuuw1VXXYX333+/Uu1jqshOeyKLTOQZFeRZUuXcCxq3/sTyIBIlshOM4n87OwFr6+hkKFpZrk6UukYlNCf7/JU+XzZDOXc17u9YopiujpdsMIMyZHcktNk4joM999xzZ9rEMMwYRCkJVWSy13j1yLK2MgyzM2htQguKbRsPDClrQTKZxJ/+9Cds3rwZWudm4j355JMr1TZmmNjh0+6gPKuDmw1Zi/GmBZ/cBzSzWOb+7BNRcGjlPBFjGaVF0Zit8eI52BGsrbXFoPRrR3pZQifSGlGuTpY61472G+z5KnHeUvsOqu+DvLeDuc5YhQhFdZVjZIvw2GOPYeHChdi6deuAbUIIKDVOMvAyDFMWpUMLGNZWhmHKhcAhW2UnGbv88stxxhlnYMOGDdBa5ywstAzDFEORhNKFl7HtMxkcrK0Mw5QLkSiqq0PxyD777LM46aST0N7eDiEEHnroobzrEW644QZMnToV8Xgc8+bNw+rVqyvYo/Ip25DdtGkTrrzySrS2tg5Pi5iKUjS1lBAFFssskAAkBKzCi3AghJW3OIUXGSmxxIdhKXW9YCnW1kL9yet7+t4AMnO/8u9jkXs/3lEkii7lempHo9juCNbW2qDgd3YQell0KaETxTXZGsRS+Fw57S/V7h2dM1gG9xtSXltL970C97aIDo9FqIS26iGMgPX19eGAAw7A97///YLbb7nlFtx2222488478fLLL6O+vh7z589HMpmsQG+GRtmG7D/8wz9g5cqVw9MahmHGLDoQ1kJLuYxGsd0RrK0Mw5QLldBVPQTj/fjjj8fSpUtx6qmnFrgW4dZbb8XXv/51nHLKKdh///1x11134cMPPxzgTKgmZcfIfu9738MZZ5yB3//+95g9e/aAvIdf+tKXKtk+ZogMePrMCZqXA/cLZ5NnbRsww9wasF6U3L/UtsLrdhaigZO0Cq3LnsyVvZ3y14e3LRjazTlX8D7LECNQ1jFZ+xJVPN3NaENrAVVk8ka5WQuOP/54HH/88UXOlSu2AHDXXXehtbUVDz30EM4+++zyG18FWFtHlsFoZq6Xtrje5ZLWASvUj4xO6JxjS+nxwHNmnU9Q1nrsQOPz25utaVaOxhXWs6G3tbzz7eicWeRrMACIXP3NvsZY0l9dYrKX1gJEhO7u7pz10WgU0Wi07GutWbMGGzduxLx588J1zc3NmDNnDl588cUR09ayDdmf//zn+O1vf4tYLIaVK1dCZLvwhWCxZRimIIokFBVJv1XBYb9aFdsdwdrKMEy5EERRXdUk0NPTg+bm5pz1S5YswY033lj2tTZu3AgAA8KfWltbw20jQdmG7Ne+9jXcdNNNuPbaayFl5T1qzNAZtEdByALeUiv0kArILG+pzNrHvIoC65DlnRUi13MrC3hm872xIvD2DgVC7kSYHA9r8F4X88CSCs6hw/XhKzJ/Z47ROdszXlsFovRATsZTW8w7MB69syVrggPwPK8inoNaFdsdwdpafQrGTYa6KQt4YPP1yyo6QpUmW0fSWmG8njrjSQzOna3F+TpbaOTIrMs6X46OZh+fq8n57RwwEgXTThH+PfDc+ect1t6MTma3E3l9x4D+D+p+Bu2EyPwtoIPrWMH+lNHfAqnQRr3+ltBVIqCxsRHr1q3LWT8Ub2wtU7Zauq6Ls846i4WWYZiy8EkWXQjAo48+iubm5pxl2bJlI93sqsHayjBMuWiIorqqICGEQFNTU84yVEO2ra0NCCamZrNp06Zw20hQtkf2/PPPxy9+8Qt89atfHZ4WMUOisDc23wsLCGEHr06wTUII2zxRB0/Vue8zT9wy64nbbLcG7CeR2Zb52wqvFZ4j6+k+/6lbisF7ZzVlvLHhk3rgodXI9ghk9tPQoMCDGv5NKtcrG2wn0sH23H2IdM77tKc2cw7jJQD5QePyvLN5ibxHvVdgECiNEjGyAieccALuvvvunPVDEdxssZ06dWq4ftOmTTjwwAPLPl+1YG2tHjvyxCJPNwt5S0WWF7WUBxFZXsm0VmjyM15KIDyvFHZGj/POHZ5rgP74edqDom3M95pmnzO7ncjyxO7o3FLaO2xrur9EPjT5GX3M6nuh36Ji9zL73GEbRUZ7zT5Be0mD0ufK88xm/1sYrRq8oxjZSjJz5ky0tbXhqaeeCrW0u7sbL7/8Mi655JKKXqscyjZklVK45ZZb8Pjjj2P//fcfMCHh3/7t3yrZPoZhxgjplDCFoKAEa1NT005fZ2fF9tlnnx3SdXfffXdMnz59SMeCtZVhmCFAJXRVDcE27+3txTvvvBP+vWbNGvzxj3/ExIkTMX36dCxevBhLly7FXnvthZkzZ+L6669He3s7FixYUPK8w6mrZRuyf/7zn3HQQQcBAF5//fUhNYwZRvLy5xXyxOY/+VoyYryl0gk9qlI44SuyPK0WgnyrCN5DQgZ/S1iQJMNtMssDm15v/gvyHlLW9iwPiRzkxB8dPEFnXtMzeI3PNdsjq4UO/w63ChVuU/Cg0x5XKCj4IFKh91ZR8Df5obdWBV4GTd4Ar0Pai5GG4EOEXo/gcyp3qv4oZ6iptgoxXGKLwDNaLkIILF68eKcmZLG2jgClMhMIGeomYAXeUpnjMZXSDjUyf9Qqm/TIjtYedOCV1NrPmblvzmXDklFYwg48nVZhLycUtPahyIcmD1r7Rb2mpt0WrKDdhdqHbO9pWie1Z/Qx79wAwnshhQ0pHdPe4Dcjm7Q2KvKhdMq0Wbt5WQcyv0OF2prdPoQjaJkRsuz2pbVXww8zzeRqb55nFkNImVJjUKCthbeVr7erVq3Cpz71qfDvK6+8Egh0ccWKFbj66qvR19eHiy66CJ2dnTjiiCPw2GOPIRaLlTzvcOpq2Ybs7373u7IbwwwfA5J2Zw/H5AwrBUZnIBaWjASJ/yUcGTfrhAMpHFjCgQUbEuY9ANjkwIJZb5MdbBewyA7eSdiQsISRcvMqYAkBIYxxKgVy/k7/hkiR2w8pcl/z0ZT7Pj0kpIOgdw0KXk0qJp8oXA8AigiaCKHZqjUUFDQIPhSUMIasFho+fCh4UDJ4JS8wer3g70CgyQsNW6VToWGrtcwKeUhP8MibAJY1+Wu0Dm8NhpIe2TK7PVxii8AoHglYW4efQSXFz3r4T4dgpYf8ZWBgWjJqHt1lNDS+JPIf/DMhUkQqRy+UTsHXqWCY3ZzfllFYMgpHxmGLKGwRhYQzINQqW4N8SsGnVGjMpo1QmWVkG023c5wQMm/YPjReyct5ryhteJu2p0kbrpaMhm3NdmwgCPsiaPhIwackPJ0I+u1C6VR4rrQxbMsILBGFLaMQsMLfnvT9y29jaCTrVI5Br8mHIBneWwTGrHlTvELeaNXg0h7Z8g3Zo48+GlRCkIUQ+MY3voFvfOMbZZ13OHW1bEO2GGvXrsW3v/1tfO9736vUKZmdwHwpAwNWSEgRgZQ2bBmDlE6O8erIOtgwYuSQEaQIReDAgaONmFiw4AgLNgQcYcESxkh1pHm1JIJ1CNYZu9oWCLYFRiwAWwICFBiwxmBNy6oQGQO22FcwzJgYvCESxkQkM5RCEOF7Y7Sm35v9lc5sUwT42rz3NZnX4L1PGgoEjxS8tEkrPHjChRI+PJGCR0n4MvNjosiDrxNGWLUHX8jgBwYAPBCZWbWjTSwrQenQgvIEd7jEthZhba0OGSM3k5FABh5ZKSOwZCT0ltoyDks4RjNFXWjAWXAgKWu0KjhXetTHkyl4sh8uJeDpfigyBp0URpOjogFR0YgIxRGlGBxywlGs8EFc+PDgwRUuXJmAS/2hsUikwzkKaeMyW9dt2OHoWDbpkSlfmAd2AFDSh0dJaBiDWcELzx+eV9QhSnVwEIFDEVhkZfoMDSUUUiIJVySQtHqRkr05/U733RZRRGQDIqIubGv6/mmY+FcFL2f0zIfRXF+m4OmE0V+ZflBwQ6evysqUIJA1KjZG0CUM1kqNgNU6ZRuyn/rUp3LyG6bZsGEDNmzYwGI7UgTe2NxhMRkOAVnSGLKOFYcljWikhS6OJkQRh6MjiFIEUThwhEREWnAC74QjBSKWMVxtKeAIwJHGKHWkgCMBSxAcYdbZArAlGUM2WG8JgiUoNGQtYbYLEQ74QAoKjFsK/s7tZtp41STCIRWdZcymjSVjnAbvKf3eHOsF7z0t4AVGraclfCJ4GvC0MW49bf52tYavCZ4mpLSCRxoueXDhwxUppEQSKdkfir0rHPNepEDQ5kdDayjSJqIAcuAEhFE+vDUYqERoQa31/r777sOCBQsQiUQAAOvXr0d7e3uYUaC/vx/f+973cPXVV1fsmqytVUTkG63Zntgg3CnwwgIIjVhHGv2MygbYiCIi6hCjethkQ5CEDQsW2XDSI1ZhKiqCD40UXCRlAknRh4TVZR6AoWGLKKKiAXXUhAbViDoRRVzYsC0BWwgIIcIHN08TPNJIah8JuEiKBFIiCU+moKEgwzZE4VAEUR2FAzt0RAgISCHCEK7MSJWGDwoMP8CDD094SIkUPOHCE7nnjyKOmIojjiiiwgp/L6xAtFXYToUkuegVfegXPTn9BhD2PUYNqNf1iFIEDuzwu6DIBHh58KGEcSgQdNhnl/ohA82VWZ7edCiCFBo6DDOQ6Y1Zn/vACWCjCeO4KWbIVr05JRkuXS3bkM2f9auUwt/+9je88847WLFiRbmnY4bI4OpGW2FMV3o4zLEaEBFxxGQzHIoigjjqdH0oRjHLRsSSiFkCkcB4BYCoBCIWzDpJiFqAI4CIJDhSm1dBiFrm1ZEajiTYQgfvNaxgX0tqY9QG76VFoeEqBAULIGVmXRoKvrCmYkkwrKIlSAsobd4rEvCVBaUFvOBvT0t42nxZPC3hkYCnBVwtjUFLAm5g2Ka0gKsBV0ukFOCTQNIHXE1IKRuu1kgqx7zqGFJUh4SogydcuEhASgmfUnBFIhyO02RDCD/QSj//gxrwuY5Fj20pj2ytdfecc87Bhg0bsMsuuwAAPvrRj+KPf/wj9thjDwBAT08Prrvuuooasqytw8PgtDKbrEwtaY9s4DE1Sx1ioglRqkOdbkAdxcOwKgsCUgrEpAUrGJmyhNEqjwhJFUW/jqOX4ojIOJKyDxoKDkXRoJvRRPVotCKoty3EbYGYZUa7ZFZUqaeBlCIkfQd9fgRJHUO/duHCBwkdGtRROIgIC1HLQsSScIRxQhhHQi6E3JEpBAazqzVSpJAiHym4oMDoc8hBTEQQlzbqbQtRSyJmC0QCJwYA+AS4Gkj4Gn2eg5iKoFub0AFXJkLjMn0fG6gODTKCmC1hByN9FIyceZqQ1CoMCVOkkaA4POGhX0QBAVjCgYdMDlspjM6S8AFKh2cU195C/15Ggw4TjR6P7HDpatmG7He/+92C63/0ox/he9/7Hs4999xyT8kMC7mpV9LehKhsQFQ0oJ5aEKUYohRBo4ghZlmosyzEbIGoJRCzgJglELPMFzlmATFJiFnGaI0G76NSIyI1opZGRCpELIWIbV5tW8OxzasdUbAcgnQ0pAVIBxA2ICKAsDKxBcI2sQWm6QWCZbUGNAV5tU0gLPkEUgTyTbYr7aVfBZQn4HsWlC/h+4Eh61lwfRuelnCVBVdJpJSFpLKM8RoYuAklkNTGwE0qIKkkkoqQVBZSSqLfJ6SUhX5lI6odpMhDSsQghIQrExBkQUnjIVDaNZ5ZARDJvMkO44NKhhYMN/lhC6XCGCoFa2v1yTVy8ydCZdJJWcEkLEfWwUEcddSEKMVCw9ORxmtq5gcI1DvGEeBIE1qlyRigCV+iz7cQ92x06wj6RQwKPiIURZOoQ7PjoDlioSki0OgIxKQZwZIiExqVCrSo3yf0+QJ9noV48ICtiSClgCMkYpbMMTCdYEmHeOXIahB6lR6VAgBXAUlFcJUdPLhH4QdezqhlIWZJ1DsSdbZAvS1QZxMiQRgZghnzrgb6fIluVyLmSjiehK0tJEQmVj1KUTSJGBodBw2OMeCjWffNVcaJ0O9L+JrCuQ+9vgWXjGdPC4UkegFpQhosnYIq8DkSpSf0ZU/EHd2Yyl5FDNlxoqsVi5E95phjcPnll1fqdMxQyavAZTyxEWPEWk1oQTsaVCNaRB1i0kbMkpgQtVDvAPW2QL1NqLcI9bZGg61RZ5mn5nrbR53tI+74iDseolEf0ZgPJ6Zg1xOsOCDrJWSdBRF3gLgDURcDog5QFwGiwRKLmlfHAcWigBMBbAvkGEGCbQNSApZlXoHMK9KGrIYgAnwf8H0I5QOuBwSvIpUyf6dcIJUC+lPmfcI15+h3QSkf1OtCJxQooaH6CX4/4Cck3KSNZMpBMuUg4dno9230+Tb6lYU+30KvL9GnhPkR8SX6PBt9fgQJXyOpNLpUHRJIoVf2QFnpeDMzYxfkQwhphrhKTDwYi+gS5vto/zEZTlhbq0N+Ltj0KBYA2JZxAtSJCaijRkzSE1AnHUyMOZgSF4hKM5k1oQgRKTAlSohbhDpLI2qZOP2UNnrR6VnYlrLQkXLQ68XhEyFmSbRELEyOCUyJakyJ+mhxfDQ4PiJSQQoKR5SSykavb6Hbs9HhSXR7Ej2ehZQyRp4ljBMibhHqbKDOIsQtjagkOMHIWXY4F4KHTJ9M0ZKUMsZPUgv0K4mEL9CvLCRUxsiNSKDeBpodoMXRaHJ8NDkKccuHI4PQBC2RUDa6PBvbXQubkhJbU1F0pBz0eQ1hSEO9baElIjEpJjAhQmi0NWJSw5bGS9yvJHp9iS0pCVcT4paZA9Hh2ujzCNtTDrZpB/0yjn7RY4xZy8saDfNBys/5jEdpFEFBqISujhd3ScUM2aeffjpnFjFTJfLTbeVsCtKjZE0kaKNdEK+PoN52ELfMU3tLVKDBEaizCI22Ed+6wIitC0Zk4jYh7hBijkY0YiESBZy4gBWzYdUDMiYh6iyIOtsYsfEIUB8YrvHAoI3HQLEYEI0CsSjIdsz7IF5mUGSrb5Ar34zW+4DnAckU4KaAVArCdYH+BBBJAYkU4ATxUxEXot8FHA/S8aAjCtJWsB1zTkpYQNKC8CREyoL0LEjfgqMt2L4Fx5eIKomoLxFRQMQHHA+I+YSk0hCeRL0fRUMyjl6xDVp6cEVf6CEP6yKEYQRZn+NYUtg8dpRHlikMa2sFyY+NLZCGKjsu1pZGmyKyATHRhAbdjGZqwi7RGBodiWn1Avs0emiNpWDZEv/b24LJEY19mnrRFEuhqT4JJ2YeWP2Uha7eGLb11+GDRBQfJGxsSQFJ34RtTY4Cu8YVpsVdtDf1oHlCArEWDatemGiH4LnX7yWkuiT6eqLo6I2j042i27ORVBKaAEcSopZGo+0bB0TEQ8zx4dg+HIcgLV0wtkArCa0Bzzein0g5SHo2+rwIen0L/coKjdyoRWiwfTQ7HibUJdDclESs2YfdCIiIADSgXYLXJdCzLYJNXY1Y3x/H+kQEm5ICfR7BCW79hCjQFtPYNZ5CW10CLfX9iMYVhCQo10JPXwQd/XH8pbsBW12JQ+o7oBXh9a56bHMFon0O0F+PqHYghYSWCkp64WhYOpuB6Wdq4OdeIIvMaEKPotCC4aJsQ/a0004bsG7Tpk14+eWX8alPfSpn+wMPPLDzLWR2gtxKXJZwkJIepu41AQ2oQ1RYcKRA3LFgWwLSBpQEUtKEFPmCkLSCoaTgaT4iTOyrIzUcXyOSUHBcDcdSsG0Fx9GwbAU7GoQRxBKQThIiJiAiFkTEAqIWhGNBRG3jgbUtsyBIaWBZ5gfHCtZlT4AhCr2yZrzOR6C+gKeCVw1yFXTSB3kKlCJQSkMHDlmVktBeHXxXwvckPN+G58sgjtaCLwTcqAXPEXBjlomdJYGUEnCDVz8o3uUoIKpMaIOtNKKaIHQSSZ1Cx+tbYAVZI9JLemhrPFIyRrYGefzxx9Hc3AwA0FrjqaeeCvO7dnZ2Vvx6rK0jTW6aK5GVTssSDhyKIkZxxISNeluiwRGYFCHMqO/HjF06sUVOx0enNWNy1MXuUzzEmizYjfUQ8eCBNUGo7wAatscQ76lDfTKKKa6NpDZxpZMiCq0xF20NEi2TBSJTmiFbHIiYAyEFyDeWrNXnwenyEekAol0OGpNRJHwbvja+ZEcqxB0fsahEJCZhRx1Ih0woV3quU56rLnt9eht5gHIl3KSFVMpBv2vDU5a5jgCito+GmIu6egfRCQ2wJliQDRGj6wDIVbB7UrC3KDibI4h0NyCeiGGia6FfiTCWttnRaIu52KXOxoQWIDY5CtkgISwBShEaOjUmdNmQW+qxNRVBc38/drE+wNZUBICDTleg3rbgezZSFEeComEqSSC/2trgY2VHCyVDC2pQb4dDV8s2ZNMNyF83a9asITWAqRQy7zUzYQFBSVgBCTHJ5OATYaorASuYAGDDxFBFLCAqMvGwgJnUFZHKGLOWQkRqOJaGY/lwbG3iYB0FO6JhRQgyCsioMAZs1IaIBoZrJHtxAMcyxqwT/FNMhxUExizlpS0Q6WSxpE0eLV+FIQbwfcD1Ac+H8HyIpA9yfVDSB6UURCrIhBDRUCkNaRMsV8PyCJYnYfsWbEVwIYOct+ZVCgkZDOtBpW+tGd7yCbBIQGpzL9MT04QF6JYkRLfMKceb+WyyB9rHR8yspuKzaGvRCZKfwPviiy/O+btQhoGdgbW1spQ7ySvMViDTKbecMLQgKhrMZCwRQ0vEQWtcYnKUsG9TAvt/YjPIB1Kug7b6Laif7CH60SZgQgPQWG9CqbQGevtgb+lC9MMeNKxLYeK2ODqTUfgkEbMVJtb3o7kthcj0GER7KzBlAqipEYhEQEpBJJKmnV3dkNu6YW3rRWRbCo09LlQq0PMoYDVJyCYHsiEG1EWN1koRuO5U5qFfhUNDRn9tK7NvGtcHkh6oNwXd0wfdraD6Aa0AaQNWPWBNiEBOrgcmNwItzaCGOsB2AKVg9fbB6uhE7MMOtLzfgfYPJTq66tGdyozCNURcTGruR327D3u3eohdmoGmBvP74Puwu/sQ29aNfd/cir6tDvq6HDTVufh4civWbG+Bq+vgKstkhHEJHjXDlQmkZG/4OaY/U03lhRaMhsm3VEJXay1rAYZJV8s2ZJcvX172RZiRIEg3Eta6NrkA6ydFTEWr7OwjQVyVHQTq24IQSU/qCjyyMRlM5rI1opaCY/mIOCpjwEYJMkqwooCISoiYhIhZEDHbGLCODcQiRpzSRmwkAtg2yLbNxQFAWoBlA5YECTkg/xZpMlVa0oasUoBSEJ6fCS/w/DBGVrg+RNIDJT0gFcxidRVESgFJgkpq2CkNx5XwXQXPk3A8G57ScH0JS1uQyoYEhQ8H2hdQQb7bdA7c7Gd+AkELhfpJEWzoSoWJu/M/m/HGaAot0Lr6DxasrdVjYM7YjOcu/WoJG7YwhmyMTHaCpkgEk6IWptVptMU8zNplGyIHTYHalEJLRwr1B8Qg2qaAZu0BamoCsssM9/VDTtgEq2Ez6qLb4TT0oaUnAQBwGjScqRHIGW3AtFboqVNN2FUW6e+I2N4BEY1AOBYspxeyyYUDGK1tigMTGoGJzaDGRlAsbgxUX0F4KaAvAdHbByQSQMrE78OxgXgUqKsD1cVB8Xiw3jHzEVJJoLcPVmc3rM4eOB190P0u4JO5ZkscmNwMapsCmjgpp8+0i7GmxLRNsNs3oPn9raj/oBvudgHtm8/Ajmk4rRL2tAnAtCmgqW2giRMyHVcKorMT0Ql/Q2RjJyL/l4TdVI+p8X44byl0eTa6vAgAC4oiSLhx9FODyWYQfI75n23u5z66c8tSqTyyVW9NaYZLVwdlyBJRxb0PzNAoz8sQfEGDqihWjODEJHxSUKShSIazBrO/xFbwNbcEwQ622FLDlgRHKjhSIeKYMALbUbCiGlYUkDFAxCVkNMuAjQWGa9Qxxms0MGYd20zwcuzAAxs8KcvgbymMd1Zk5YoJCyAEoQVKQSgFKA2yPEDZEJYF2H5QhUGG74UtMsay5UMKARK+KdwgCUIGcWPZqb4AKF9CawUtLdhEcNM5bvO+D+mZtIoISij4UIg3OiDLg9ZBOUUqNd2p8Odcy56AclGBB7sQY6eX5cHaWgUKlKHNbJID3me/pqtLWbARFTZilkC9A7Q4CpOjLiZMSwJ2M0RDI2J1gJg+GZgyGTRp0sB21NeBmpsgenohW/php3xIR0NYArIlAtneDEydUtCIzYaiUQjbPOwLRwJ1DoSUQEMMmNQEmjTRGIJpgxRB7L+Om76lH/iVMnJkSeP1rYuDmluMPmdfLx4HGpuAaBTCsQEhIK0+kKfMde1gVM12cg338JYLUGsb4GsIX8PWgHCSoFRQpCAqYbXEgOY6UHMjqLkp93jLAk2aBLFrP0TERmzreghqgDOtHhN6NmPyVhfNTgQJBcQ8gagwlSetrNLBhT7bsH+h+IzO8rW6hK6q2m9+RRhUwN5+++2He++9F67rltxv9erVuOSSS3DzzTcPugHf//73sfvuuyMWi2HOnDn4wx/+UHL/+++/H/vssw9isRhmz56NRx99NGc7EeGGG27A1KlTEY/HMW/ePKxevXrQ7RlrmLrcxpCqb7FMuUH4QYk/k8lPB9Wv0v/mKdB+ITJ5XSUoNGZtW8OyCJatYEWotBEbDTyxsUjGiI1EMkas7QReWcdM/nJsI4Z2ED9rSWPQSpkxTqU0XlvHCY4LPLy2DYoEYhrJ8v6GGRMcIOZAxG2IOtNGEROQUWGG5BwN2yHYNsGyNGxhFikpCMXImulLmRcd3ENzL9Plbn0QFOqaZVgTnPID08YZRKLoghqK5Zo5cyb22GOPspfbbrut7GuxtlYeEfw35OPDYjKmJLcF2xQWEFaQDQBodnxMiCUR2c0xD9uROOxdG4Apk6GnTC5+8rRWxWyIegeyyYJscSAnxY0ROmFCSSMWMB5KY4z6GUvFkUA8AjTUG0Mw24hNI4UZ5UIwOTYZZHbxg3kGUg4wYkMsC9TSAmpoAOpjRtchQDqTPQaq9EgTTZwATGyGmNwAa1IUstk2S735zUg7OMK5EXnoKeYhwd61AYjVA20TEdnNwYRYEg22RjxIGRkVlqkyFnx2MmuewlDZ2X9TwwntSFtrhOHU1UF5ZG+//XZcc801+OIXv4i///u/xyGHHIL29nbEYjF0dHTgzTffxHPPPYc33ngDl112GS655JJBdewXv/gFrrzyStx5552YM2cObr31VsyfPx9vv/12mDA3mxdeeAHnnHMOli1bhs985jP42c9+hgULFuDVV1/Fxz72MQDALbfcgttuuw0//elPMXPmTFx//fWYP38+3nzzzUHVWR/V5H1RTUiBD9IaCW876hqnQsGFJ2y4woMkCak1UlrCCYoAONI83flawBcCJNKewazsCIIgJZl8sDZBOIBwJIQtzWQux8rEwTpB2ED6yV3miQlpgACh0n8GcVwFwgpCwtq0ZsKX0L4JM8iJlxAmTMEOYmq1bcQ6OF5Q8LhKBCIFoQnCB4RvvLNSiqwZEJnhGz+rWpingxyHioIqYBouabjSVMFR5CLeJJD4cLspmZhvzIbnHx+hBj4AaxR4ZIdafGD33Xcv+xjW1hEi1Mpsoyld0csJX+0g32lURxGzJeptgZYI0BZPoHVyD+T+04EOD3KXRqC1BXrSpMJGJGC8oD09QG/ChDlpMpNeGxygsc4YofHi91F0dpjXDzYCH26F3tQD3acAG7CaoxANymhmIa8oALgeZGcnsGEzaFMXqCcFUgRZ70BMSUJoMg6GpsbCxzuO0XKlgH4PujMJSmqIaAKy14RxQSnQ1KmFj4/GQA31EA09EH1JCBVooU8gX0H0JyG6e0H1vUBDw8Dj43HoSZMg2zsgLQvwk5D774bW197H5K4m9KkIulxh8ud6UdgyFn6O6c80fw6JuaGjW4dplHhkh1NXB2XIHnPMMVi1ahWee+45/OIXv8A999yDtWvXIpFIYPLkyTjooIOwcOFCnHvuuZgwYcIgzmj4t3/7N1x44YX4f//v/wEA7rzzTjzyyCP4yU9+gmuvvXbA/v/+7/+O4447Dv/0T/8EAPjmN7+JJ554At/73vdw5513gohw66234utf/zpOOeUUAMBdd92F1tZWPPTQQzj77LMH3bbRj/mipg2n+oYYHMeGIh82FBTM8LdPJuWKn06IrQFfCviBl1YhXSZQhGVhzZNe1gxXnRmCISIIBBt9ZYxXHeR/9ZWJyA0SchPpnIldAMxQlZA7HivQaUNWZyZ/+dqEGmgVDJupMIbW7Jc+Nis6nigz70oj9A4SCWgtoUlAkYTSInifzrdoFh0kETeLhp/2xpKCIh/1dXE4EQkvke2NtWowemn4GS0xskcddVTVrsXaWjvke+wkZCanLEylKVsCjiDEHR/RRh+oi4K6JUQkyH9dYtRFdHZCdHYD3b2gXheUMoaT8G2jjZ4P4bqZGNVsenshtmwz7zdug97YDW+zD50CZAQQlgurLwUkkhCJflABr67o6gQ6OoFtPVCb++F3akADdoOCBUBEHch4DDptTOcbxKmUmXCWcKF7U1CdPlSfmdhqe/2w7eA+RCKFQys8F8L10iXEjBcAAAXJaYXTD8QjEPEYKBIt7B2mtOfYBqwoEAGijT6iUsMRFFYEM8Xa05/dwPCRsYQukbWglrLEDKeuljXZ64gjjsARRxxRkQu7rotXXnkF1113XbhOSol58+bhxRdfLHjMiy++iCuvvDJn3fz58/HQQw8BANasWYONGzdi3rx54fbm5mbMmTMHL7744pgQ25C8fIjpYY/sGKB0aVoBiQkTmiEgQNDQ8OELHxYseCThag2pAFtIM9lLA7YwdcKlSl+FYAkLUmSG2YUwIiakBiRBZscWaYJQaUsvMGhtLxg6MpkJRHbYQBopc2Pa8r2y2dMw0x7YdCourTIzc7U2M3PTQ3Dp1FyA+QFJ+aCUD53UoJSGSplKYL4r4HkSrmeFVb9cLZHUEsmg0ldSmZK1qbDyDcFVCh4p+MKHFsp4wqEhIDBhYguSHyYD01UHkwtk+JBhPpe8+KxREJtVLoqKewjGXm/Lg7V15yg47JufM7bAJK9CMbJWkEdWCAkZOAQsWEGWFzMhti7mIjJZAD1JADGjPYkU5LbtoL5eIBYPJ6SKvn6gswvY1g29uRt6qwu/h6B9AekQ7GTCGJKWhNAK6O83ubeFNMZjRxewZTv0uu0AAPd9F91boujur4dPEnW2h5auftSlumADxtOZSILqG0yVxFQKorML2LAFeu12JN9z0bmlDt3JKHwSaIh4mLixD3UdG2D3JCB7zGx/mjwBFK8350gkMud4vwOp9z10bY2jJxEBQaDuQxctH/YivqkX1uZOiKmTQBNagPq46YfrQnT3AFs7gK3dUFv64G83WqeSAhAu7K0u7G39kFu6IKZsASa0gBrqjUErJJBMQCRdkxNcK9D2JEQsgchkgZilYQWfjxDm85JZmXuyP9P8zz2/2ldOqYg8Pa7F8rVUwvM6XtwlFSuIUC5bt26FUgqtra0561tbW/GXv/yl4DEbN24suP/GjRvD7el1xfYpRCqVQiqVCv/u7u4eQo+qTF4SZ4KECOJhDR4QzNaM2o1ojLVB9ccgRSMsqkMMccSliflqivlogECjJDRpQqNWaJI+GqWHesfE7tXFXMTrPUQaNWSjgNXoQDRFIRpjJmaqLm4mM9TFgHgw+zUaMzFhtUYyCZHog+hPwk70A30JOL0JoC+Jur4kdE8SuseD7lbwegVSvQ76+x30piLoVQ66yUEPWehRAj1KIKIA2ydYnoClHKRUA5SwIIUNRSk017Vju92HhNcRhBcEWQwo/dll1WYZgwZsGq7sVR1qRVtHg66KwU0TMSNYmuAqoE8JdPbFMXF7P+zZ+0L872qgu8dkAujrMZP3iEzqqoQL3ZWE2u4itQXo7YyiNxmF6xtdjDsemhqSqJvUh8jmDsjJdUZTo445R78LvbUX/sYUej40Kas2dTRiQyKGTs+GJqDRFmjdRpi6tQctmz5AZNct5jz1MWPZuR5oez/8jQn0rbeweVsjNvRH0OlZ0CTQYBN26YihbVsPWjauhzNtCwBATqqDqIuacyRd0PZ+eBsT6F3vYPP2BmxIRNHpOvAJaLAttG6RaNvQiwlr1yOy6yZYk+JAY9yEmikN9CSgtyfgb3GR2Gqhp8t4fntTESiScKRGXcRFY/NmxCdtgDXJgZwYg2gIvLPp+9rvGu+1BOiAj8L7n7WmypcScBXga4LaQWaYwX7uowGu7DWChmwtsWzZMtx0000D1jc2NtbcjOIBnoec9mUFpAsJwIZt2bAloWNbB6LCB3QMPjxEIwmQJUE2kEwCEYfgOwq+7UNFXHhRF0nhQgdVaRLxwHhtjgFNdUBTzCz19aDGJlPBCzDFtd1eoKu3WrdkJ7GB+kYgEoOI9ppvhK0BmQJkAhBJaErBdzXchICXcKASUfhuFJ7rIOVbSPkCCU8g4RMSPtCX8pHQPpJIoUP2IEU9iNURpG8HDuUYQDrrib6AlzncUnsmHhGhp6f8xNUlCyLUXjeZnaSaulraI5sd35+OjTSvUmTymVpWEA9rB7ljLRuRIHhf6iSULdAbtbDdBt7yFLo/tDDloWfM0AyC0aP0pTwFSilQvwfVrZHaLtDbHUNXMoYez0ZSWZAA4pZCU9RFc30C9S0unAkCVpNt5hoEqQJVtw9vO9DTYdq1pbcbW5JRdHsWPC0QtQgbbIX1sSQmbehHw99cOC0EWRdMjlUaul/D6xTo63TQ2deFTjeCft+GBtArNRIRF12dSTR2JhHdGOTbbjBFbEAEndTwuwjJDgfbe+LYmkigw3XQryQEgAZboTviobMjgZaufsS2aVgTbMi4yUtLnoLu9eB3EhIdNrq74+gKcsn2+TZ8ErAFocHx0Bx10diYRHyCD7tFQDY4ZjKYE3x2lA4P08AHH2LLegvrRRLbbRe9UUCRgvSTiATDiXVkw1Lm3jl+HQBAqYwhqyltBqVTVmYbwVkhaHlUWpuHqqvElb1GzpCdPHkyLMvCpk2bctZv2rQJbW1tBY9pa2sruX/6ddOmTZiaFXC+adMmHHjggUXbct111+UMq3V3d2O33XYbYs9GmHDIREAKOyy36FMKQljok71QpOF4Aq6ykFIWAIGEkuj1BbpsCw2eg/pkDPV9Puo7TK7BOsdDrM5DtK4HVrwbVoOAbLAh6iMQ9ZEgD2HMvMZjQCxmytBGg5K0+ZO8qo3rGosdgEgmzftE0gxTJVNAXxLod0F9Lqjfg+7V8HsBt99CKukgkYygz7PR5zvo9S30+RZ6fYE+H8FCSPiEpFLo0UmkhIek6IeLfvhBWUQhzI+XJt98TqN0csFQ4dCC6lAr2loNXS1twJbYJwwtKFTi27xKYcNKG7zB/pqAlAa2uRHojiao3/aivj5lJr0G80NJA74roXyJlBtFf8pBrxtBt+ugK9ANL/gHHxUO6pMRNPXH0dTpo+FDF3HHgxXMilTKRsKLozsVQadnYkY7XRsdrtEdnwBHCmy1bWx1G9CSjKGl00O97SNqK0ipobWEqyT6fQfdroNuX6LHl3CD6QWOBdSlHDQnY2jo8dGwyYRgxRwfttQgEvC0RL9no9tSZrWqAAAoRklEQVQ1ntwOT6LHE0gFoV71to1troXtroOW/jo0b3ERj3iIOApCaCjfQtKPIuHZ6HJNydueoBRufxARZkugzjKVypr642je7qEhlkI06sN2UrAjOry/RICXsJF0CR92NaHXl0jpTOSZCQqxws8x/ZlmQvCyq0Wmf5vUgH8vobFaoIR4raRI1KVCC8aJsI6YIRuJRHDwwQfjqaeewoIFC4CscmWXXXZZwWPmzp2Lp556CosXLw7XPfHEE5g7dy4QpHdoa2vDU089FYprd3c3Xn755ZKzfaPRKKI7SnlS8+SnB5Hhl5VAUNqDQBJJ2QstfEgSiKgIUtqCIgf9tkSPBdTbMkgxYyFuOahLBgnBLY26HoWorRC3fURtH1HHhxNNwon2Q0YJdhwQUWEKIkStoCRtViUvx8qUo02Xps1Op4Xg9yU/f2w+lDXRSwNQfhAoFEzsCiZO5Ly6fmZyQdLEzOqkKV+rk4BKAX5SwnMtuKkokr6NlG8j4VtIKgv9SiKpJPqVREIBCSWQUMYDazyxCi4pJEmhT/bDRQIukvB1Ekp7IKTzhYpAOFWWEGJcmHIlK3tVuzFjmFrR1pHX1UICkr8u84AtRbbhkzv8TNDwNSGljAG5OWWh15fo9200dHuwpYYV5KDWEHB9CwoCSd+UY+1TFno8oNc3uhHMb4IjgZglUW9L1FsO4nYMEWHSHAIme0xSSySUQE9QVbXHA/o8IKE0fK1hS4m4JdHpAA2ug3rbRlwCEanDmoEemdj+fj+jXek2WMKkrYrbNuptG7Gg2xFJsIJgNT8ozd2ngF4P6PWBPl/BCyyomCVR7wh0uDYaHQv1VhQxqeFYZvKvJgFXG4dJvwL6fIFkcKybTmcrgLglUGfbaLRt1NsR1CXiqLMUHEGI2CooTGM8kEllI+lb2OZZ6PDM55IKQgsoa1DdlBq2cz5jVTC0oNS/l9pVqNFW2Ws4GNHQgiuvvBLnn38+DjnkEHziE5/Arbfeir6+vnCm7cKFC7Hrrrti2bJlAIArrrgCRx11FL7zne/gxBNPxL333otVq1bhP//zP4HgKWvx4sVYunQp9tprrzBFTHt7eyjo4w2Tv1SA4JsZ9zDewZSIQoOgyYFUEpoIvpZQGkjZQFIJJCwgEeT0i1kSvcJCzNaISQcRqRG1FaJ9ylQBs33YtilRa9sKVkRDOC6kbcomwhYQ4WJKiAkrKCVmZU3wSg/PpctmFSL97dQUptAKxldAvplgQT6ZV49AvildqIMfAu0CyhNQnvGauJ4NL2tyV0pZZoKXsoIJXhIpJZDUQEoLJH1CUhGSCkgqbRby4ZIPV3gZIxYmBRfBDyqsjRNVKYJmj2zVGOvaurM5PTOTfgZ3HmW+xfA0IeUL9HgCvgaIbCS1gBSUW9lViWAirUB/8OCbHrVJ+CZVHwBY0qSLSiqgzwKivkBUWuG50h7gpA/0B/rV5xP6fIUk+dBEkFogpWx42kJSAQkbiFoCjpBhWKmCQCrULApSBurAEyqQkKYNCd94eAEgIk3Z7ezjE0E7+n2FpPbhkpnQ6pIFnyx42nhG+yyBiJRwMhkM4alAP1Wgn0HOKI8IRARLCqSUOd4NDPh+JRG3LDhCI+JnzBVNQDKYiNvjm3anfMDTFGTwLq0oOZ54UV7Z2gHnGmHPLE/2GoIh++lPfxpHHXUUlixZkrO+o6MDp59+Op5++ulBn+uss87Cli1bcMMNN2Djxo048MAD8dhjj4UTCt5//33IrCHpww47DD/72c/w9a9/HV/96lex11574aGHHgrzHALA1Vdfjb6+Plx00UXo7OzEEUccgccee2z05TkcMlnDImTKuZKQUGRU0NdJkFBIChu+8OCLKKABl2zEtA1XS0SVRMQiRC2gL7j9UUsiIggRXyIqzdO6IzQiFpn1QQEBx9KwBcGxFGxBsCwFyyLYUkFaZBapIaUGZJbzVYZjQmE3imVKCTPcUDplFkAqSAmmYNJmaQHSFpQyabSUEvBV8DSuBTxlwScBT1twtYCvjSh6gefBIwFXCaSCLDGuNsNorjJemZTWcJVGShsvrCtckz8WKaTQC59cKPKgyYMiPxS5jDE7PmKXsikVWsCWLGvrTlHKIM0RksGHOBF0OGnIF74ZcVECAhYsabx/ngb6lGWex4PjjAfUZJlyddoAJPT7hIRSSGkNLxAxSwgkfMvoqxSIWgK2CAsdQgWpEZPBsQCQ0ApJ8pASKSipYJGFpI7A9SJIKgsJ30LEMj6CtEdWkzHCXU1IKQ2XFBQRCMYQjggL/b407Qg6kn+8qwiu1uhXCglykRIefGnykSe1g5SOIqlsJJREzJJwgn5IkemHrwkprZHyTRsQGLLpexERFlJaIqWMYR2zBKIScCwLjsh8eirw5PqEMLwrGYR2uUH2mPRnR4M259KZY7LnLOSFf+WEJNSGaFEJXR0vHllBZbqJpJSYNGkSDj/8cNxzzz2or68Hglip9vZ2qB1U9xgNdHd3o7m5GY2NLaNoslcQWpCV6FuIoKqJtGAJB0LYcGQclnTgyDpYsGAhijga4FAUEXIQETYiwoIjBCKWhBOcL2IBtjDRAWYbYAsK8ioG2ySZdYJgS+OhSP8tg8UCYAWpukyaFBNblh4yEoJyuiVE7j/PdKWS9L9aIgGNwIgNhpwomFSkg21+kAPWD441+V/Neh8CnjbeFT/wGrjpghCa4FF6uAqZogea4JIRTFe4cIUxYD2koJCCS/3QpKC0B08nQORDkQfSHjQpEPlGinOyFhSeVDDS8VeFSE9K6OrqQlNT0w737+jowMSJE3HDR76GiIwU3GfF+rtw7W3XYdGiRcPQ4tHBWNfWSupq6Umvmb2QM8EL4SSv9NwBK+vfYzqBvmOZZPxRqwFRYYoD1KEJdboOMeEgJizU2RZsKRC1jDZmX4GQNtrSRVPIjNpo40VNawZBwyIbNmw4ZCMqHNhCwoaADPqjyXgYTdiSma/gihSSog8+PCj4EBCIIIYI4ojqKKKIICIk7Kx++6Shg/N48IyhJ9SANtiwQ823sx4ATI5sDZd8pEQKKZGEi0R4fRtRRBFDTMeD61thOkeTXpCCEtUKLmmk4MIXxrmiggl1FlmIUjS8x1E7YxA7we+PQCZ5QfphIaVMmIWnNJLBfeqX/eiHyZKRoh6klJl87AWvvk6GfTPFahDoMsJYWeRM/CqgwxXW6nJ1FcFIyqv/tQrHTZlfcPv7iXV4lB7DunXrdqpttc6QQguefPJJXHzxxfjkJz+JX//610OqaMMMNzooT2sCkJQEJGlTrUuboW4pbEiRghI+bOHAETHYcBChCGxtw1YWIqGoGa+DIyVsIWBLkxw8nbvPlpncs7Y0hmk652L6VSDvNchJmz3ZF6bwIVDCd5L9fB2UXwhL7FJQtCEdcaCyhl7Shb1UMFTm6/RwNyGIRMgqDKHhE8FT2cUONDzy4UPBEx486cFDyoQQwIMiF5p8+DoVhHL40NqFhgJpFRixpZJQjW14steOYW0tzuDDCXIn9hTeo7hnlgJDxpQ3MaFYLhKQQkKRgksOXM+GLYwX1ZLpBPzp4wFPaygyxptLCinykBQpuNI1E0DhGYNJWLBgwxYOLETgkAMJCzJ46NaBX9gVKfjCGLIe+uBRELZEGkJIuCICR0TRL6NwEIUNBxbZYauUMEVwtPDhw4VCepRoYBvCSVIkQyNUCw0fHnzhwUMSPiWCESc/KOdrISXiSMgYHJg2WGTBoowxraCCUUAvbIO5X77J1CtsJEUUSYojoqOIug6i0jhVLCHgSJlzjxWR8RRnORY8ePCC8K70Z5cuF76jfwuFNCh3HkOxvfL3ra6alQrZGi8e2SFNJZ86dSqeeeYZzJ49G4ceeihWrlxZ+ZYxDDOmSKffKrTUyCjdiMPayjBMORCK62otlagdTsr2yKaHhKLRKH72s59h6dKlOO6443DNNdcMR/uYMiCYmFggHRcWFEgIYkm10IACtPCgpA9L2BCwoaQLS0SQEn2wEDFP5sIOPQQAIMmCrW1YSsCCGTaSEOHwkSXMcJgVlJ+VQpg5XOl5W8hUXZHhEJHIDokNSf8bK+ZRyX7iTYcUIKtSbuihpdxAeJU1eq9Ih95YTRR6T8wEOA2PKCg2q6CFgg8fSvjwhReU9zVeWBMDazwTmsyUEF97IDJeb00eiAiU442lvDyy44NSWQsY1tZqUihuMhPHbrx3SnvwZFDQQVjQguCIKCxYcCkCqS3Y2tSQyg+dNOM2BC1M+JEnUkH4URKK3NCbinQFMWFBwoSCybyfZQ0/1BkAwchPEHsfxpdacEUElnRgiUiQetFoNIJfAoIOdMoPJgFn7oEZnTMeXCkCzReFjy12fU8k4WZd3xKWCXELvLoISqOnz6PDofzMPXBFFCnRj4gIPLsUNb87ELBh59xnTQRtxr7gCx++NNqcvs9ekPZQaS/8TAtp7uBjaGuTUlkLxovclm3I5ofUfv3rX8e+++6L888/v5LtYhhmjMGhBaVhbWUYplxKZS1QND7mFZdtyK5ZswZTpkzJWXf66adjn332wapVqyrZNqYsCv2L1cYzCAkBDUESJAhCWiCloYUHAQFNEfgiGT6V53gH0pMiEGyDgIRJFG6RDUECFlmQZAXbZBAvZryz6SrWUojQOxB6YUXG65qdumawE0Gyf/hNjGzao5KJQjUeVsp57k6vS3saVPpVaGgoaKGhRNofm371Q8+IeVWBx1WF8bCkTdyZWadBWhlPbOj9KBYfOz7MOBV4vgsxPu5AaVhbq0+uhgSe2OBVkJv5ukpACx8ekrBgwxVO4PHMFE1AWmUEcnTDTMpyoSgFpb3AG6sy1xFGN00aKJMVIcwBThTEd1KYeYa00R+dnjAqJBQkpEhBaOMJzT5Xpm3mPEQaGpl0gOlrmTZk9s8/lkiZ4wZ1fSunH9l9Cc+TXVxACFjBnA1fROCJftgiAktEYQdeagtWbm5foYMxx4E6rcgNJ3QZD7jK+YzHUipEjeK6Ol5GwMo2ZGfMmFFw/X777Yf99tuvEm1iGGYMQmywloS1lWGYoTDesxqOaEEEpnzSXscwfjT9JCZETgSQCJ6U015AIpnxzCoFEuk0NAKKfEhhBem7rPCJXsDOileVQdyVecrPjcGyAq9C4MlF5hgR+mlF+DQtg5KAgjL7ZSPLGAvRYV2sjKczPcs2vV6L3H0IOnyap4w/FgQ/9NIar4EfeBFMfNgAj0LggTUeDuOdME/6Ojwu1xObDtLVuSm3sj/HvM95LKE1is4dHkMOEqamCTQgnEuQrRvpbemc2wCC/NakNZRwMzoIEXgd5QC9MiM+ppofQYWp+DKZTLxw1Cab7NwHmST9OjiPzqTrS8fc51Wv0kIAkPBlxnNZqNxqeFzOfAoUPCb72HQbSl1fCAu+kAP6QlmpBgvFpJrjLQjhwRIpSBGBJ6wBsbuF7nVar81omJ8Vz+sFn6MXfqbZ43Jh32jgutGEDjLuFNs2HmBDlmGYquBTbq7xbMaJ3jIMw1QUIqOtheCsBczogij0yiL9f1KZp2tBWZ5ZABTEZBEghYJOP40LkfNEHZZyDLy1+fFcCGKpjKdWZu0vs7y5VuYceQnKC+VzHKxHViPfi5n9lJ07S5VyklxTlvdFZ72nwnFkWefK95Dke2ARPuFnP+VTXvEDoJQ3dqyiKHRwDWB83AGmmoSjV1mz8yGy629lYiYBQGqjRSqQJEkafnq78ArGnhaK5y+oIzqd1YSCjCYqjNNM60bp3La6gOcw25tsNB2QEJTrYS10rkLs6PooqG0Frh/8fuzoXNnXFUJAQ0JICxoWhEhBiIHxvqXvN8J7rkiFuh3G8wIgnRsrm9+PYKestta+MulSJWprv/kVgQ1ZhmGqAlEJm32cCC7DMExFKaGr48RHwobsaGVArCyyvbLI9cxmeyXCsV0d/iNXWU/SoFxvanbNDCFEwXiqHK8tMl6P7KdnmXOe/Kf1SuQHyS9lm3mq1nlP3OGM1XyvbaE4rqy4NOR4bvNi7XIyEmR7W8vzxI4GD8BQUUSQnLWAGXZC1SuxLf/7mzVqE5QA1EEWEwAQJKEDrcvR3JzytxgwepN575eIn0eB8SVZIGZzoK7kogAhA1kRWXun9bZ0DOjA/Qsdk4nzH4AwuWLT1RVz+1LoXFkVtYIRQqk1FFTwW+NBZY0M5v++ZJqUNdqWP2oWtJXyshVQTvsL6PYAalehdKCthSi2vhg33ngjbrrpppx1e++9N/7yl7/sVBuHmyFV9mIYhimXdB7ZQku5PxM33nijCWfJWvbZZ59hajnDMExtQiV0dSjT1/bbbz9s2LAhXJ577rlhaHVlYY/sKKdoFgMgL2Y2yDObzl2Y41XIPEmbfWVwWO5zjhADY6+Kem5zDsw7zw6enwZbU72U97JgHBgV8cwCebNYC2RCKBqfVthLktu2vHaOM09smpKVvYbQ/f322w9PPvlk+Ldts5wxA8n+bom8mfrZ3/t0palwtIkok881PUoVOntl+uQFLpg9ioOSXtjiHs6B+T0Ka0Se97mQvhfNFVKMwvsPvH723yLHM7rD6wuZtV6E8zcUaeN9JXO/zRWyRgiFLK4VlK/hOxpBy+vHgNGz0QGViIUdSmiBbdtoa2vb6XZVE1Z+hmGqQqVDC0aj4DIMw1QSKlFoptzQAgBYvXo12tvbEYvFMHfuXCxbtgzTp0+vQEuHDzZkGYapCqXyHRIAz/PQ3d2dsz4ajSIajRY8ZjQKLsMwTCXRKJ1HlogGratz5szBihUrsPfee2PDhg246aabcOSRR+L1119HY2PjcHVhp2FDdoxAoIFD8kXCDICsUAMUGo5SeUM/6dOlh9mQCSUITzkwXGDgpK5gfZVCs4ulmaGCEyXy1w1+okXpIbfwoiXaObqGsoaKSXRWzCNLePTRR3HJJZfkrF+yZAluvPHGAfuPVsFlhk5OiMAOtQ6lJ32FIQbZK9PDz+lJSNlppFSY1mpwbc0PSyoSkjSo4ezB6MOOCqrk34MdbR/sdXd0/cJhYiJfg8Pfm9wUkUj/jlB5vxuDvv8oNnEOA/dD7ep4MV3VIPT09KC5uTlnfTFdPf7448P3+++/P+bMmYMZM2bgvvvuw6JFi4ah5ZWBDVmGYaqCohL5KQg44YQTcPfdd+esLuaNHa2CyzAMU0k0lc4j29jYiHXr1uWsL6ar+bS0tGDWrFl45513KtHUYYMN2TFE/hPhgNRc+eQ7NbKfomlggH7RAP4C3tvMJQuVOyyHQk/hQy0luIMrF3kyL/6kPbQI+/Higc1HaYIoUtqLADiOg6ampiGde7QILjMS0IB3mcmx2cUS8ieA6ayvsizwrS2Vpip/XamUfAX2GdCFndWMHR1fYU0a4BUvfbXcohX5KdJQgfufd+UCWl8wReIogMhoayG0NpOvh6qrvb29ePfdd3HeeeftZCuHF06/xTBMVUiHFhRadvanIy24U6dOrVBrGYZhah8qoavFQg6KcdVVV+GZZ57Be++9hxdeeAGnnnoqLMvCOeecM2ztrwTskR3DFDIPduilDY5EoVKABb8Uhb23pRhsei1DualjMgzNPBrkMYP0kIxX72shFBHyU6WnKdfhdNVVV+Gkk07CjBkz8OGHH2LJkiWjQnCZylCwIEy4MfjHVEDD8gvFZDMgbhPZXtpCOjQIbapwPP2ooeAIYPbnkR9Tm7Vb0fjZfAb521DS+1qsFfmbajM2FkGri2Un0GX+W1q/fj3OOeccbNu2DVOmTMERRxyBl156CVOmTKlQa4cHNmQZhqkKpQzZcofzRqvgMgzDVBJdIv1WuR7Ze++9t0Ktqi5syDIMUxU0lcpaUB6jVXAZhmEqCZXwvJbrkR2tsCE7zig1DDK4sIOBZxx4otKhAyM9FBNSgS95zfRlFKBQIrSg6q1hxjwlh7cHbiv4bzAvbKpUWNSOtaByk7lqUXd2GDKW38cioQY5qSEx8DPY0bUGd2+Gc2JddSEQVNH0W+MDNmQZhqkKmjRUsdy+NfjDzDAMU+uYyl6FdbXY+rEGG7JMyM4YE0Pz5tYObEgNP34wj7YQfPeZobDDCa0DDhicV7Cc65XFELRxtGhTyfSPBQ8o0q+84j2DudZOUcZnUoufhQbBL6KrxTy1Yw02ZBmGqQoUJIoptpVhGIYpj1K6WlxvxxZsyDIVoRafVJnaorRHlv/9MJWhLM9gjY0ejaXvQbG+DNlTOwKMhs9DB9paiGKhXGMNNmQZhqkKSvhFJwKOhh8MhmGYWoOENtpaAC2Gnod9NMGGLMMwVUFz1gKGYZiKQiUqeI0PfywbsgWhYGiDamiIg2FqhaF+PxT83LQ6uWetQMuYWmakdJW9/bUFfx6FGer3g6ADbR2ILrJ+rMGGbAF6enoAAL29XSPdFIapWXp6etDc3Dzo/X3hg4qEFpRbgYYZfbCuMsyOKVdXNQh+kdACxaEF45f29nasW7cOjY2NEDtI7l8LdHd3Y7fddsO6devQ1NQ00s2pONy/2oKI0NPTg/b29vKOg4bmrAXjFtbV2oL7V1sMXVepqK6OFwcBG7IFkFJi2rRpI92MsmlqahoVX9ihwv2rHcrxGKRR8IvKKg83jn1YV2sT7l/tMBRdJSgoeAW3cWgBwzBMBVHCBxVxxLEhyzAMUz5aUPGsBeDQAoZhmIphRJUnezEMw1QKE1hQ2GAtHso1tmBDdgwQjUaxZMkSRKPRkW7KsMD9Gxso8op6Xtkjy9QaY/17yf0bGxBpKCoeWiCr3qLqI4hzTDEMM4x0dHRg4sSJmN4yH1IUfnbe2PMyvnfnzVi0aFHV28cwDDMaueKKK7DiB7/BxLp9C25P+h2wm9/HunXrqt62asIeWYZhqoIZ5hofQ10MwzDVoFTWgmIlwccabMgyDFMVNPlFY2HHi+AyDMNUEoKGLhZaQJy1gGEYpmIoeEUNVo6RZRiGKR9Ov8WGLMMwVUKTX8JgZUOWYRimXMxkryLpt2h8pN8aDxPaRh2e5+Gaa67B7NmzUV9fj/b2dixcuBAffvhhyeNuvPFGCCFyln322Sdnn2QyiUsvvRSTJk1CQ0MDTj/9dGzatGmYezSQ73//+9h9990Ri8UwZ84c/OEPfyi5//3334999tkHsVgMs2fPxqOPPpqznYhwww03YOrUqYjH45g3bx5Wr149zL0YyLJly3DooYeisbERu+yyCxYsWIC333675DErVqwY8LnFYrGcfWqlfzsDkSqxsCHLDC+sqwNhXa2N/u0MBCqhq+MjZIsN2Rqkv78fr776Kq6//nq8+uqreOCBB/D222/j5JNP3uGx++23HzZs2BAuzz33XM72L3/5y/j1r3+N+++/H8888ww+/PBDnHbaacPYm4H84he/wJVXXoklS5bg1VdfxQEHHID58+dj8+bNBfd/4YUXcM4552DRokV47bXXsGDBAixYsACvv/56uM8tt9yC2267DXfeeSdefvll1NfXY/78+Ugmk1XsGfDMM8/g0ksvxUsvvYQnnngCnufh2GOPRV9fX8njmpqacj63tWvX5myvlf7tDJr8ogt7ZJnhhnU1F9bV2unfzkCki2vrOCmIAGJGBX/4wx8IAK1du7boPkuWLKEDDjig6PbOzk5yHIfuv//+cN1bb71FAOjFF1+seJuL8YlPfIIuvfTS8G+lFLW3t9OyZcsK7n/mmWfSiSeemLNuzpw5dPHFFxMRkdaa2tra6Nvf/na4vbOzk6LRKP385z8ftn4Mhs2bNxMAeuaZZ4rus3z5cmpubi66vZb7Nxi2b99OAKil/mM0oeGAgottNdCPfvSjkW4qM85gXWVdrcX+DZYvfelLFHWmFNXVxvhHaNq0aSPdzGGHPbKjhK6uLggh0NLSUnK/1atXo729HXvssQfOPfdcvP/+++G2V155BZ7nYd68eeG6ffbZB9OnT8eLL744rO1P47ouXnnllZw2SCkxb968om148cUXc/YHgPnz54f7r1mzBhs3bszZp7m5GXPmzKlav4rR1dUFAJg4cWLJ/Xp7ezFjxgzstttuOOWUU/DGG2+E22q5f+VARCDSBReGGQlYV1lXa7F/5VFcV8eLtrIhOwpIJpO45pprcM4556CpqanofnPmzMGKFSvw2GOP4Y477sCaNWtw5JFHoqenBwCwceNGRCKRAaLd2tqKjRs3Dns/AGDr1q1QSqG1tXXQbdi4cWPJ/dOv5ZyzGmitsXjxYhx++OH42Mc+VnS/vffeGz/5yU/wq1/9CnfffTe01jjssMOwfv16oIb7Vy6K/KILx8gy1YZ1lXUVNdi/ctHBZK9CC0/2YqrGPffcg4aGhnD5/e9/H27zPA9nnnkmiAh33HFHyfMcf/zxOOOMM7D//vtj/vz5ePTRR9HZ2Yn77ruvCr1g8rn00kvx+uuv49577y2539y5c7Fw4UIceOCBOOqoo/DAAw9gypQp+MEPflC1tlYDTV7RhQslMJWGdXVswrqajy6hrZx+i6kSJ598MubMmRP+veuuuwJZYrt27Vo8/fTTJb0GhWhpacGsWbPwzjvvAADa2trgui46OztzvAebNm1CW1tbxfpTismTJ8OyrAEzeku1oa2treT+6ddNmzZh6tSpOfsceOCBw9CLHXPZZZfhN7/5DZ599llMmzatrGMdx8FBBx2U87mhxvo3FEoNc7E/lqk0rKusq9mMXV2lotpq0h2Kqrep2rBHtgZobGzERz7ykXCJx+Oh2K5evRpPPvkkJk2aVPZ5e3t78e6774Zf0oMPPhiO4+Cpp54K93n77bfx/vvvY+7cuRXtUzEikQgOPvjgnDZorfHUU08VbcPcuXNz9geAJ554Itx/5syZaGtry9mnu7sbL7/8ctX6lYaIcNlll+HBBx/E008/jZkzZ5Z9DqUU/vznP4efWy31b2combWAQwuYCsO6yrqazVjVVVPZq7Cu0jgJLeCsBTWI67p08skn07Rp0+iPf/wjbdiwIVxSqVS436c//Wm6/fbbw7+/8pWv0MqVK2nNmjX0/PPP07x582jy5Mm0efPmcJ8vfOELNH36dHr66adp1apVNHfuXJo7d25V+3fvvfdSNBqlFStW0JtvvkkXXXQRtbS00MaNG4mI6LzzzqNrr7023P/5558n27bpX//1X+mtt96iJUuWkOM49Oc//znc5+abb6aWlhb61a9+RX/605/olFNOoZkzZ1Iikahq3y655BJqbm6mlStX5nxu/f394T75/bvpppvo8ccfp3fffZdeeeUVOvvssykWi9Ebb7xRc/0bCumsBY7dRhGnveAiRJSzFjDDCusq6+pY0lUKshZIWV9UV21r8rjIWsCGbA2yZs0aCkZbByy/+93vwv1mzJhBS5YsCf8+66yzaOrUqRSJRGjXXXels846i955552ccycSCfriF79IEyZMoLq6Ojr11FNpw4YNVe0fEdHtt99O06dPp0gkQp/4xCfopZdeCrcdddRRdP755+fsf99999GsWbMoEonQfvvtR4888kjOdq01XX/99dTa2krRaJSOOeYYevvtt6vWnzTFPrfly5eH++T3b/HixeG9aG1tpRNOOIFeffXVnPPWSv+GQsaQ3YUiTlvBRYgIG7LMsMK6yro6lnSVQkO2rqiu2tbEcWHICuLpwgzDDCMdHR2YOHEiLGsShCgcr6VUF374wzuwaNGiqrePYRhmNHLFFVfg9tt/CMuqL7idyMPUqY1Yt25d1dtWTXiyF8MwVYHIKzrxgJ+nGYZhhoIKtHUgxFkLGIZhKoeZWVtsBi0bsgzDMOVSMmvBOHEQsCHLMEx1IJ8NWYZhmIpCgbYW2jQ+shawIcswTFUgKDZkGYZhKooOtHUgNE4KzbAhyzBMldAgGvvJuRmGYapH8dCC8eIg4IIIDMMMKw0NDcG7YqJqsunsu+++VWwVwzDM6MZoJpXQVo316z+ocquqD6ffYhhm2PnpT3+KCy64AIBVILzADIuVKmHLMAzD5OJ5HiKRSOCTzPdLEgCFV155BR//+MdHqIXVgT2yTE3w4x//GMcee+ywX+exxx7DgQceCK3ZaKomn/vc54J3+c/Nxpvw1ltvjkCrGGbsw9o6dnEcB7/85S8B6ALaarLEjHUjFmzIMrVAMpnE9ddfjyVLlgz7tY477jg4joN77rln2K/FZLAsC48//ngBwTViu88++4xg6xhmbMLaOvY57bTTgnfZDxDGQfDee2tGqFXVhQ1ZZsT55S9/iaamJhx++OFVud4FF1yA2267rSrXYjIYr5DIElwjths3bhjhljHM2IS1dewjhMDzzz+fV73XOAhmzJgx0s2rCmzIMhXjrrvuwqRJk5BKpXLWL1iwAOedd17R4+69916cdNJJOeuOPvpoLF68eMB5TJylYffdd8fSpUuxcOFCNDQ0YMaMGXj44YexZcsWnHLKKWhoaMD++++PVatW5ZznpJNOwqpVq/Duu+/uZI+ZcvnjH1/LElsFQKK1tXWkm8UwNQ1rK1OKww47LMtJYPS1o2P7SDerarAhy1SMM844A0opPPzww+G6zZs345FHHsHnP//5osc999xzOOSQQ4Z0ze9+97s4/PDD8dprr+HEE0/Eeeedh4ULF+Jzn/scXn31Vey5555YuHBhToWT6dOno7W1Fb///e+HdE1m6BxwwAGB4JoJXr293SPdJIapeVhbmR3x17++neWNlWhpaRnpJlUNNmSZihGPx/HZz34Wy5cvD9fdfffdmD59Oo4++uiCx3R2dqKrqwvt7e1DuuYJJ5yAiy++GHvttRduuOEGdHd349BDD8UZZ5yBWbNm4ZprrsFbb72FTZs25RzX3t6OtWvXDumazM6xbt37QDAJpb6+fqSbwzA1D2srsyP22muvMCNMMtk/0s2pKlwQgakoF154IQ499FB88MEH+P/t3bFLclEYx/GfQ1oiOIQgaGCToKTeaHFObGgJoqWWIDfxD+gPcLCWJpeGpIa2oqHmEAeR1tyMAlsiurSUS/Qub0Fde5O82nvx+5kuD+cej4MPD95znxMKhVSpVLS+vi6Xq3sj/OfnZ0nS+Pj4jz4vkUi8X789op6ZmbHE7u7uFAwG3+MTExN6ehqtH/v/IhwOj8wZ4IBdyK34zqi2MKSQha0Mw1AymdT+/r6y2awuLy91enr65fjJyUm5XC6Zpvnt3C8v1mP4xsbG3q/fEnq32OeWMA8PDwoEAj1+KwD4XeRWoDu2FsB2uVxOlUpFe3t7ymQympqa+nKs2+1WLBZTs2ntI/r5kdXV1ZUt6+t0Omq1WjIMw5b5AGAYyK2AFYUsbLe6uqp2u63d3d1/vojwZmFhQbVazRI/OTnR0dGRWq2WisWims2mbm5udHvb35F79XpdHo9H6XS6r3kAYJjIrYAVhSxs5/f7tby8LJ/Pp6WlpW/Hb2xs6OzsTI+Pjx/ii4uL2traUiwWU7VaVblcVqPR0MHBQV/rOzw81Nramrxeb1/zAMAwkVsBK9crb11gAObn5xWPx3tujr2ysqLZ2Vltbm5Kf3sdplIp7ezs2Lqu+/t7RaNRXVxcaHp62ta5AWDQyK3AR/wjC1uZpqnj42Odn58rn8/3fN/29rZ8Pt9A1yZJ19fXKpfLJFoAjkJuBbqjawFsZRiGTNNUqVRSNBrt+b5IJKJCoTDQtUnS3NzcjxuEA8BvIbcC3bG1AAAAAI7E1gIAAAA4EoUsAAAAHIlCFgAAAI5EIQsAAABHopAFAACAI1HIAgAAwJEoZAEAAOBIFLIAAABwJApZAAAAONIfh+LqpsBh220AAAAASUVORK5CYII=", "text/plain": [ - "
" + "\u001B[2;36m14:59:22 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from \n", + "\u001B[2;36m \u001B[0mdata/mo-\u001B[93m5c164adb-5022-461a-83af-9df8a6a605d7\u001B[0m.hdf5 \n" + ], + "text/html": [ + "
14:59:22 CET Loading simulation from                                            \n",
+       "             data/mo-5c164adb-5022-461a-83af-9df8a6a605d7.hdf5                  \n",
+       "
\n" ] }, "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# plot all mode profiles of the widest waveguide\n", - "fig, ax = plt.subplots(5, 2, figsize=(7, 10), tight_layout=True)\n", - "for i in range(n_mode):\n", - " mode_solvers[f\"width={w_LN_range[-1]:.2f}\"].plot_field(\n", - " \"E\", \"abs\", mode_index=i, ax=ax[i % 5][i // 5]\n", - " )\n", - " ax[i % 5][i // 5].set_title(f\"mode_index={i}\")" - ] - }, - { - "cell_type": "markdown", - "id": "77da6faa-2150-4f60-93cb-cd4f0e20040a", - "metadata": {}, - "source": [ - "From the mode profiles, we can distinguish fundamental modes and higher order modes. To be more quantitative, we can extract other mode information. For example, we can extract the effective indices and polarization fractions of the modes. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "6856c85e-63b3-4c95-a6e8-79215262edbc", - "metadata": {}, - "outputs": [], - "source": [ - "# extract the effective index and polarization fraction\n", - "n_eff = np.array([result.n_eff[0] for _, result in batch_results.items()]).T\n", - "te_fraction = np.array([result.pol_fraction.te.data[0] for _, result in batch_results.items()]).T" - ] - }, - { - "cell_type": "markdown", - "id": "dfe06f92-c460-4ab4-9d8e-5ee81692bfcc", - "metadata": {}, - "source": [ - "Once we extract the information, we can plot them to visualize the mode dispersion. Here we plot the effective indices first as curves and then as scatterers with color, where the color indicates the polarization. Red corresponds to quasi-TE modes and blue corresponds to quasi-TM modes. We can see at a few places mode hybridization occurs. For example, at around 1.5 μm waveguide width, the TM0 and TE1 modes hybridize. This hybridization is often utilized to make mode converters for polarization control, as demonstrated in the [polarization splitter rotator](https://www.flexcompute.com/tidy3d/examples/notebooks/BilevelPSR/) example. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "a163e5e3-4aed-4014-b2fa-48487a3d1283", - "metadata": {}, - "outputs": [ + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, { "data": { - "image/png": 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\n" ] }, "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# plot each mode dispersion curve and polarization as colored scatterers\n", - "plt.figure(figsize=(10, 5))\n", + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "data": { + "text/plain": [ + "\u001B[2;36m14:59:24 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from \n", + "\u001B[2;36m \u001B[0mdata/mo-\u001B[93mb932bc9c-0630-4c6e-951a-3971ed43d548\u001B[0m.hdf5 \n" + ], + "text/html": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 5 + }, + { + "cell_type": "markdown", + "id": "77da6faa-2150-4f60-93cb-cd4f0e20040a", + "metadata": {}, + "source": [ + "From the mode profiles, we can distinguish fundamental modes and higher order modes. To be more quantitative, we can extract other mode information. For example, we can extract the effective indices and polarization fractions of the modes. " + ] + }, + { + "cell_type": "code", + "id": "6856c85e-63b3-4c95-a6e8-79215262edbc", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:00:27.244580Z", + "start_time": "2025-10-29T14:00:26.436307Z" + } + }, + "source": [ + "# extract the effective index and polarization fraction\n", + "n_eff = np.array([result.n_eff[0] for _, result in batch_results.items()]).T\n", + "te_fraction = np.array([result.pol_fraction.te.data[0] for _, result in batch_results.items()]).T" + ], + "outputs": [], + "execution_count": 6 + }, + { + "cell_type": "markdown", + "id": "dfe06f92-c460-4ab4-9d8e-5ee81692bfcc", + "metadata": {}, + "source": [ + "Once we extract the information, we can plot them to visualize the mode dispersion. Here we plot the effective indices first as curves and then as scatterers with color, where the color indicates the polarization. Red corresponds to quasi-TE modes and blue corresponds to quasi-TM modes. We can see at a few places mode hybridization occurs. For example, at around 1.5 μm waveguide width, the TM0 and TE1 modes hybridize. This hybridization is often utilized to make mode converters for polarization control, as demonstrated in the [polarization splitter rotator](https://www.flexcompute.com/tidy3d/examples/notebooks/BilevelPSR/) example. " + ] + }, + { + "cell_type": "code", + "id": "a163e5e3-4aed-4014-b2fa-48487a3d1283", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:00:27.481767Z", + "start_time": "2025-10-29T14:00:27.248130Z" + } + }, + "source": [ + "# plot each mode dispersion curve and polarization as colored scatterers\n", + "plt.figure(figsize=(10, 5))\n", "for i in range(n_mode):\n", " plt.plot(w_LN_range, n_eff[i], c=\"black\")\n", " plt.scatter(w_LN_range, n_eff[i], c=te_fraction[i], cmap=\"coolwarm\", s=40, vmin=0, vmax=1)\n", @@ -342,7 +1684,23 @@ "plt.ylabel(\"Effective index\")\n", "plt.colorbar()\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 7 } ], "metadata": { diff --git a/FocusedApodGC.ipynb b/FocusedApodGC.ipynb index 7cd8f258..9b386afa 100644 --- a/FocusedApodGC.ipynb +++ b/FocusedApodGC.ipynb @@ -25,15 +25,17 @@ }, { "cell_type": "code", - "execution_count": 1, "id": "85959919-a2e6-48b1-996b-bc0f695c0a64", "metadata": { "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:22:59.124790Z", + "start_time": "2025-10-29T14:22:59.122724Z" + } }, - "outputs": [], "source": [ "# Standard python imports.\n", "import gdstk\n", @@ -44,7 +46,9 @@ "import tidy3d as td\n", "import tidy3d.web as web\n", "from tidy3d.plugins import waveguide" - ] + ], + "outputs": [], + "execution_count": 22 }, { "cell_type": "markdown", @@ -91,10 +95,13 @@ }, { "cell_type": "code", - "execution_count": 2, "id": "d10bb29a-c05f-495f-8863-408e81cb165b", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:22:59.169714Z", + "start_time": "2025-10-29T14:22:59.167359Z" + } + }, "source": [ "# Grating coupler set up.\n", "h_dev = 0.220 # Device layer thickness (um).\n", @@ -126,7 +133,9 @@ "bw = 0.06 # Simulation wavelength bandwidth (um).\n", "n_wl = 61 # Number of wavelength points in monitors.\n", "run_time = 2e-12 # Run time parameter for simulation (s)." - ] + ], + "outputs": [], + "execution_count": 23 }, { "cell_type": "markdown", @@ -138,10 +147,13 @@ }, { "cell_type": "code", - "execution_count": 3, "id": "f56c5263-0fec-4c23-a20a-bd9d69cc39c4", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:22:59.214528Z", + "start_time": "2025-10-29T14:22:59.212032Z" + } + }, "source": [ "# Material definitions.\n", "mat_si = td.Medium(permittivity=n_si**2) # Waveguide material.\n", @@ -158,7 +170,9 @@ "freq = td.C_0 / wl\n", "freqs = td.C_0 / wl_range\n", "freqw = 0.5 * (freqs[0] - freqs[-1])" - ] + ], + "outputs": [], + "execution_count": 24 }, { "cell_type": "markdown", @@ -170,15 +184,17 @@ }, { "cell_type": "code", - "execution_count": 4, "id": "6c614860-73d4-4a2a-83c0-f081093461ae", "metadata": { "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:22:59.263333Z", + "start_time": "2025-10-29T14:22:59.257351Z" + } }, - "outputs": [], "source": [ "# Function to calculate the values of filling fractions and grating element sizes.\n", "def calc_gc_par(\n", @@ -303,7 +319,9 @@ " lib.write_gds(gds_file)\n", "\n", " return gc_struct" - ] + ], + "outputs": [], + "execution_count": 25 }, { "cell_type": "markdown", @@ -323,10 +341,13 @@ }, { "cell_type": "code", - "execution_count": 5, "id": "1256637b", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:22:59.313738Z", + "start_time": "2025-10-29T14:22:59.306325Z" + } + }, "source": [ "# Function to create the simulation.\n", "def build_sim(\n", @@ -523,7 +544,9 @@ " run_time=run_time,\n", " )\n", " return sim" - ] + ], + "outputs": [], + "execution_count": 26 }, { "cell_type": "markdown", @@ -537,26 +560,17 @@ }, { "cell_type": "code", - "execution_count": 6, "id": "39db5fa4-71f0-4af0-85ad-7bb678e6ff9d", "metadata": { "slideshow": { "slide_type": "" }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:22:59.500914Z", + "start_time": "2025-10-29T14:22:59.357076Z" } - ], + }, "source": [ "# Definition of wide non-etched and etched waveguides.\n", "wg_non_etch, wg_etch = (\n", @@ -580,33 +594,33 @@ "ax[1].set_aspect(\"auto\")\n", "ax[1].set_title(\"Etched\")\n", "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "c7207809-6214-4668-8619-c9ddcd48411e", - "metadata": {}, + ], "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Non-etched waveguide effective index: 2.854\n", - "Etched waveguide effective index: 2.276\n" - ] - }, { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 27 + }, + { + "cell_type": "code", + "id": "c7207809-6214-4668-8619-c9ddcd48411e", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:23:11.068214Z", + "start_time": "2025-10-29T14:22:59.505655Z" + } + }, "source": [ "n_o = wg_non_etch.n_eff.values[0, 0]\n", "n_e = wg_etch.n_eff.values[0, 0]\n", @@ -622,7 +636,31 @@ "ax[1].set_aspect(\"auto\")\n", "ax[1].set_title(\"Etched\")\n", "plt.show()" - ] + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Non-etched waveguide effective index: 2.854\n", + "Etched waveguide effective index: 2.276\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 28 }, { "cell_type": "markdown", @@ -634,21 +672,13 @@ }, { "cell_type": "code", - "execution_count": 8, "id": "5bedec4c-58ab-4845-bcf5-2ff27dde3668", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:23:11.217743Z", + "start_time": "2025-10-29T14:23:11.072260Z" } - ], + }, "source": [ "sim_3d = build_sim(\n", " sim_mode=\"sweep\",\n", @@ -685,7 +715,23 @@ "ax2.set_aspect(\"auto\")\n", "ax2.set_title(\"2D\")\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 29 }, { "cell_type": "markdown", @@ -699,9 +745,19 @@ }, { "cell_type": "code", - "execution_count": 9, "id": "78eaadd6", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:23:11.223555Z", + "start_time": "2025-10-29T14:23:11.221858Z" + } + }, + "source": [ + "etch_d_vals = np.linspace(0.07, 0.14, 8)\n", + "R_vals = np.linspace(0.015, 0.035, 6)\n", + "src_pos_vals = np.linspace(4.0, 6.0, 5)\n", + "print(f\"Number of simulations: {len(etch_d_vals) * len(R_vals) * len(src_pos_vals):d}\")" + ], "outputs": [ { "name": "stdout", @@ -711,12 +767,7 @@ ] } ], - "source": [ - "etch_d_vals = np.linspace(0.07, 0.14, 8)\n", - "R_vals = np.linspace(0.015, 0.035, 6)\n", - "src_pos_vals = np.linspace(4.0, 6.0, 5)\n", - "print(f\"Number of simulations: {len(etch_d_vals) * len(R_vals) * len(src_pos_vals):d}\")" - ] + "execution_count": 30 }, { "cell_type": "markdown", @@ -728,21 +779,13 @@ }, { "cell_type": "code", - "execution_count": 10, "id": "8d7ffa9b", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:23:59.675620Z", + "start_time": "2025-10-29T14:23:11.267061Z" } - ], + }, "source": [ "n_e_vals = np.zeros_like(etch_d_vals)\n", "for i, ed in enumerate(etch_d_vals):\n", @@ -761,44 +804,69 @@ "ax.set_xlabel(r\"Etch Depth ($\\mu m$)\")\n", "ax.set_ylabel(\"Effective Index\")\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 31 }, { "cell_type": "markdown", "id": "352c883f", "metadata": {}, - "source": [ - "Next, we will build and run the [parameter sweep](https://www.flexcompute.com/tidy3d/examples/notebooks/ParameterScan/) using [web.run_async](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.asynchronous.run_async.html). Verbosity will be turned off to reduce the amount of output data." - ] + "source": "Next, we will build and run the [parameter sweep](https://www.flexcompute.com/tidy3d/examples/notebooks/ParameterScan/) using [web.run](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.run.run.html). Verbosity will be turned off to reduce the amount of output data." }, { "cell_type": "code", - "execution_count": 11, "id": "a37dcbbf", - "metadata": {}, - "outputs": [], + "metadata": { + "jupyter": { + "is_executing": true + }, + "ExecuteTime": { + "start_time": "2025-10-29T14:23:59.718030Z" + } + }, "source": [ - "sim_sweep = {\n", - " f\"sim_etch_d:{ed}_R:{r}_src_pos:{sp}\": build_sim(\n", - " sim_mode=\"sweep\",\n", - " sim_dim=\"2D\",\n", - " no=n_o,\n", - " ne=ne,\n", - " nc=n_c,\n", - " src_pos=sp,\n", - " R=r,\n", - " alpha_t=alpha_t,\n", - " tap_l=tap_l,\n", - " tap_e=tap_e,\n", - " etch_d=ed,\n", - " )\n", + "sim_sweep = [\n", + " [ # for each etch_d\n", + " [ # for each R\n", + " build_sim(\n", + " sim_mode=\"sweep\",\n", + " sim_dim=\"2D\",\n", + " no=n_o,\n", + " ne=ne,\n", + " nc=n_c,\n", + " src_pos=sp,\n", + " R=r,\n", + " alpha_t=alpha_t,\n", + " tap_l=tap_l,\n", + " tap_e=tap_e,\n", + " etch_d=ed,\n", + " )\n", + " for sp in src_pos_vals\n", + " ]\n", + " for r in R_vals\n", + " ]\n", " for ed, ne in zip(etch_d_vals, n_e_vals)\n", - " for r in R_vals\n", - " for sp in src_pos_vals\n", - "}\n", + "]\n", "\n", - "batch_data = web.run_async(simulations=sim_sweep, path_dir=\"data\", verbose=False)" - ] + "batch_data = web.run(sim_sweep, path=\"data\", verbose=False)" + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -810,10 +878,13 @@ }, { "cell_type": "code", - "execution_count": 12, "id": "390993d9", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:16:48.566400Z", + "start_time": "2025-10-29T14:16:41.736850Z" + } + }, "source": [ "ce_vals = np.ones((R_vals.size, etch_d_vals.size)) * (-1000)\n", "src_vals = np.zeros_like(ce_vals)\n", @@ -821,7 +892,7 @@ "for k, ed in enumerate(etch_d_vals):\n", " for j, r in enumerate(R_vals):\n", " for i, sp in enumerate(src_pos_vals):\n", - " sim_data = batch_data[f\"sim_etch_d:{ed}_R:{r}_src_pos:{sp}\"]\n", + " sim_data = batch_data[k][j][i]\n", " mode_amps = sim_data[\"mode_monitor\"]\n", " coeffs_f = mode_amps.amps.sel(direction=\"-\")\n", " power = np.abs(coeffs_f.sel(mode_index=0)) ** 2\n", @@ -829,7 +900,9 @@ " if ce_vals[j, k] < power_db:\n", " ce_vals[j, k] = power_db\n", " src_vals[j, k] = sp" - ] + ], + "outputs": [], + "execution_count": 12 }, { "cell_type": "markdown", @@ -841,30 +914,13 @@ }, { "cell_type": "code", - "execution_count": 13, "id": "5c13f626", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Etch depth: 0.090\n", - "R: 0.031\n", - "Source position: 5.000\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:16:48.631080Z", + "start_time": "2025-10-29T14:16:48.570069Z" } - ], + }, "source": [ "jr, ke = np.where(ce_vals == ce_vals.max())\n", "final_etch_d = etch_d_vals[ke][0]\n", @@ -893,7 +949,32 @@ "ax.set_ylabel(r\"R ($\\mu m^{-1}$)\")\n", "fig.colorbar(pcm, ax=ax, label=\"Coupling Efficiency (dB)\", pad=0.01)\n", "plt.show()" - ] + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Etch depth: 0.090\n", + "R: 0.031\n", + "Source position: 5.000\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 13 }, { "cell_type": "markdown", @@ -907,21 +988,13 @@ }, { "cell_type": "code", - "execution_count": 14, "id": "c9dbb957", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:16:48.782336Z", + "start_time": "2025-10-29T14:16:48.639736Z" } - ], + }, "source": [ "sim_3d = build_sim(\n", " sim_mode=\"visualization\",\n", @@ -942,18 +1015,39 @@ "sim_3d.plot(z=h_dev / 2 - etch_d / 2, ax=ax1)\n", "sim_3d.plot(y=0, ax=ax2)\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 14 }, { "cell_type": "code", - "execution_count": 15, "id": "9eba2cb2", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:19:05.865592Z", + "start_time": "2025-10-29T14:16:48.786854Z" + } + }, "source": [ "job = web.Job(simulation=sim_3d, task_name=\"gc_in_coupling_3d\", verbose=False)\n", "sim_3d_in = job.run(path=\"data/gc3d_in_data.hdf5\")" - ] + ], + "outputs": [], + "execution_count": 15 }, { "cell_type": "markdown", @@ -965,21 +1059,13 @@ }, { "cell_type": "code", - "execution_count": 16, "id": "1b3231cf", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:19:05.973087Z", + "start_time": "2025-10-29T14:19:05.874429Z" } - ], + }, "source": [ "# Coupling Efficiency\n", "mode_amps = sim_3d_in[\"mode_monitor\"]\n", @@ -1019,32 +1105,56 @@ "ax2.set_ylabel(\"Power (W)\")\n", "ax2.legend()\n", "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "8758df00", - "metadata": {}, + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 16 + }, + { + "cell_type": "code", + "id": "8758df00", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:19:08.402333Z", + "start_time": "2025-10-29T14:19:05.980729Z" + } + }, "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n", "sim_3d_in.plot_field(\"field_xy\", \"E\", f=freq, val=\"abs\", ax=ax1)\n", "sim_3d_in.plot_field(\"field_xz\", \"E\", f=freq, val=\"abs\", ax=ax2)\n", "ax2.set_aspect(\"auto\")\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 17 }, { "cell_type": "markdown", @@ -1058,10 +1168,13 @@ }, { "cell_type": "code", - "execution_count": 18, "id": "743e27b1", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:21:15.445577Z", + "start_time": "2025-10-29T14:19:08.446341Z" + } + }, "source": [ "sim_3d_o = build_sim(\n", " sim_mode=\"out_coupling\",\n", @@ -1080,7 +1193,9 @@ "\n", "job = web.Job(simulation=sim_3d_o, task_name=\"gc_out_coupling_3d\", verbose=False)\n", "sim_3d_out = job.run(path=\"data/gc3d_out_data.hdf5\")" - ] + ], + "outputs": [], + "execution_count": 18 }, { "cell_type": "markdown", @@ -1092,21 +1207,13 @@ }, { "cell_type": "code", - "execution_count": 19, "id": "d5d42937", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:21:17.643754Z", + "start_time": "2025-10-29T14:21:15.455551Z" } - ], + }, "source": [ "power_back = abs(sim_3d_out[\"flux_back\"].flux)\n", "\n", @@ -1123,7 +1230,23 @@ "ax3.set_xlabel(r\"Wavelength ($\\mu m$)\")\n", "ax3.set_ylabel(\"Power (W)\")\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 19 }, { "cell_type": "markdown", @@ -1135,32 +1258,13 @@ }, { "cell_type": "code", - "execution_count": 20, "id": "4b930759", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
14:49:07 UTC WARNING: Colocating data that has already been colocated during the\n",
-       "             solver run. For most accurate results when colocating to custom    \n",
-       "             coordinates set 'Monitor.colocate' to 'False' to use the raw data  \n",
-       "             on the Yee grid and avoid double interpolation. Note: the default  \n",
-       "             value was changed to 'True' in Tidy3D version 2.4.0.               \n",
-       "
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15:21:17 CET WARNING: Colocating data that has already been colocated during the\n",
+       "             solver run. For most accurate results when colocating to custom    \n",
+       "             coordinates set 'Monitor.colocate' to 'False' to use the raw data  \n",
+       "             on the Yee grid and avoid double interpolation. Note: the default  \n",
+       "             value was changed to 'True' in Tidy3D version 2.4.0.               \n",
+       "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 20 }, { "cell_type": "markdown", @@ -1198,21 +1329,13 @@ }, { "cell_type": "code", - "execution_count": 21, "id": "993c361b", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:21:22.108713Z", + "start_time": "2025-10-29T14:21:22.048900Z" } - ], + }, "source": [ "# plot the angle dependence\n", "fig, ax = plt.subplots(subplot_kw={\"projection\": \"polar\"}, figsize=(4, 4))\n", @@ -1230,7 +1353,23 @@ "ax.set_title(\"Scattered Cross-section (arb. units)\", va=\"bottom\")\n", "plt.legend()\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 21 } ], "metadata": { @@ -1338,7 +1477,7 @@ { "data": { "text/html": "
Processing surface monitor 'near_field'... ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
\n", - "text/plain": "Processing surface monitor 'near_field'... \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n" + "text/plain": "Processing surface monitor 'near_field'... \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" diff --git a/InverseDesign.ipynb b/InverseDesign.ipynb index 55827623..4b82eea9 100644 --- a/InverseDesign.ipynb +++ b/InverseDesign.ipynb @@ -1109,7 +1109,7 @@ "source": [ "Finally, we combine everything into an `InverseDesignMulti` object.\n", "\n", - "In an analogy to the `InverseDesign` from the previous section, this object will generate a set of `td.SimulationData` objects under the hood and use `td.web.run_async` to run each of them in parallel.\n", + "In an analogy to the `InverseDesign` from the previous section, this object will generate a set of `td.SimulationData` objects under the hood and use `td.web.run` to run each of them in parallel.\n", "\n", "After the simulations are run, the combined post-processing function will be applied to the combined data to give the final value, minus any penalties in the shared `DesignRegion`." ] @@ -1211,7 +1211,7 @@ "
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\n" ], "text/plain": [ - "\u001b[2;36m18:47:00 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m18:47:00 EDT\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -1238,8 +1238,8 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after the\n", + "\u001B[2;36m \u001B[0mBatch has completed. \n" ] }, "metadata": {}, @@ -1266,7 +1266,7 @@ "
\n" ], "text/plain": [ - "\u001b[2;36m18:47:27 EDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m18:47:27 EDT\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -1376,7 +1376,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:49:36 EDT\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m18:49:36 EDT\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -1389,7 +1389,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:49:42 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m18:49:42 EDT\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -1403,8 +1403,8 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after the\n", + "\u001B[2;36m \u001B[0mBatch has completed. \n" ] }, "metadata": {}, @@ -1431,7 +1431,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:49:55 EDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m18:49:55 EDT\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -1552,7 +1552,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:50:11 EDT\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m18:50:11 EDT\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -1565,7 +1565,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:50:17 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m18:50:17 EDT\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -1579,8 +1579,8 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after the\n", + "\u001B[2;36m \u001B[0mBatch has completed. \n" ] }, "metadata": {}, @@ -1607,7 +1607,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:50:41 EDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m18:50:41 EDT\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -1717,7 +1717,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:53:54 EDT\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m18:53:54 EDT\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -1730,7 +1730,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:54:00 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m18:54:00 EDT\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -1744,8 +1744,8 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after the\n", + "\u001B[2;36m \u001B[0mBatch has completed. \n" ] }, "metadata": {}, @@ -1772,7 +1772,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:54:20 EDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m18:54:20 EDT\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -1893,7 +1893,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:54:39 EDT\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m18:54:39 EDT\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -1906,7 +1906,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:54:45 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m18:54:45 EDT\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -1920,8 +1920,8 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after the\n", + "\u001B[2;36m \u001B[0mBatch has completed. \n" ] }, "metadata": {}, @@ -1948,7 +1948,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:55:11 EDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m18:55:11 EDT\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -2058,7 +2058,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:57:18 EDT\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks. \n" + "\u001B[2;36m18:57:18 EDT\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m3\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -2071,7 +2071,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:57:24 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole batch. \n" + "\u001B[2;36m18:57:24 EDT\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.075\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -2085,8 +2085,8 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after the\n", + "\u001B[2;36m \u001B[0mBatch has completed. \n" ] }, "metadata": {}, @@ -2113,7 +2113,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m18:57:36 EDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m18:57:36 EDT\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, diff --git a/MIMResonator.ipynb b/MIMResonator.ipynb index fff0f00e..94899a7b 100644 --- a/MIMResonator.ipynb +++ b/MIMResonator.ipynb @@ -24,9 +24,12 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:02:51.412220Z", + "start_time": "2025-10-29T14:02:51.410336Z" + } + }, "source": [ "# Standard python imports.\n", "import matplotlib.pylab as plt\n", @@ -35,7 +38,9 @@ "# Import regular tidy3d.\n", "import tidy3d as td\n", "import tidy3d.web as web" - ] + ], + "outputs": [], + "execution_count": 22 }, { "cell_type": "markdown", @@ -47,9 +52,12 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:02:51.458518Z", + "start_time": "2025-10-29T14:02:51.456525Z" + } + }, "source": [ "# Geometry\n", "period = np.asarray([0.36, 0.27, 0.23]) # Resonator period (um).\n", @@ -58,7 +66,9 @@ "mgf2_t = 0.22 # MgF2 layer thickness (um).\n", "al_t = 0.04 # Al layer thickness (um).\n", "znse_t = 0.1 # ZnSe layer thickness (um)." - ] + ], + "outputs": [], + "execution_count": 23 }, { "cell_type": "markdown", @@ -69,9 +79,12 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:02:51.503586Z", + "start_time": "2025-10-29T14:02:51.501461Z" + } + }, "source": [ "n_sub = 1.45 # Substrate refractive index.\n", "n_znse = 2.65 # ZnSe refractive index.\n", @@ -81,7 +94,9 @@ "mat_air = td.Medium(permittivity=1) # Air.\n", "mat_al = td.material_library[\"Al\"][\"RakicLorentzDrude1998\"] # Aluminum.\n", "mat_mgf2 = td.material_library[\"MgF2\"][\"Horiba\"] # MgF2 material." - ] + ], + "outputs": [], + "execution_count": 24 }, { "cell_type": "markdown", @@ -92,9 +107,12 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:02:51.548799Z", + "start_time": "2025-10-29T14:02:51.546393Z" + } + }, "source": [ "wl_min = 0.400 # Minimum simulation wavelength (um).\n", "wl_max = 0.700 # Maximum simulation wavelength (um).\n", @@ -110,7 +128,9 @@ "freq_res = td.C_0 / wl_res\n", "\n", "size_z = 2 * wl_max + mgf2_t + 2 * al_t + znse_t # Simulation size in the z-direction (um)." - ] + ], + "outputs": [], + "execution_count": 25 }, { "cell_type": "markdown", @@ -121,9 +141,12 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:02:51.597647Z", + "start_time": "2025-10-29T14:02:51.591997Z" + } + }, "source": [ "def build_sim(\n", " p: float = 0.360,\n", @@ -232,7 +255,9 @@ " medium=mat_air,\n", " )\n", " return sim" - ] + ], + "outputs": [], + "execution_count": 26 }, { "cell_type": "markdown", @@ -244,14 +269,15 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:02:51.834717Z", + "start_time": "2025-10-29T14:02:51.641440Z" + } + }, + "source": "sim = [build_sim(p=period[s], w=width[s]) for s in range(len(period))]", "outputs": [], - "source": [ - "sim = {}\n", - "for s in range(len(period)):\n", - " sim[f\"MIM_color_filter_{s}\"] = build_sim(p=period[s], w=width[s])" - ] + "execution_count": 27 }, { "cell_type": "markdown", @@ -262,62 +288,56 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:02:51.920303Z", + "start_time": "2025-10-29T14:02:51.839315Z" + } + }, + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(3, 5), tight_layout=True)\n", + "sim[0].plot(y=0, ax=ax)\n", + "ax.set_aspect(\"auto\")\n", + "plt.show()" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "fig, ax = plt.subplots(1, 1, figsize=(3, 5), tight_layout=True)\n", - "sim[\"MIM_color_filter_0\"].plot(y=0, ax=ax)\n", - "ax.set_aspect(\"auto\")\n", - "plt.show()" - ] + "execution_count": 28 }, { "cell_type": "markdown", "metadata": {}, - "source": [ - "Now, we can run all the simulations in parallel using [run_async](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.asynchronous.run_async.html). This function submits a set of `Simulation` objects to the server, starts running, monitors progress, downloads, and loads results as a `BatchData` object." - ] + "source": "Now, we can run all the simulations in parallel using [run](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.run.run.html). This function submits one or many `Simulation` objects to the server, starts running, monitors progress, downloads, and loads results as a `BatchData` object." }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:03:19.519164Z", + "start_time": "2025-10-29T14:02:51.925852Z" + } + }, + "source": "sim_data = web.run(sim, path=\"data\", verbose=False)", "outputs": [], - "source": [ - "batch_data = web.run_async(simulations=sim, path_dir=\"data\", verbose=False)" - ] + "execution_count": 29 }, { "cell_type": "markdown", "metadata": {}, - "source": [ - "## Simulation Results\n", - "After running the simulation, we download the results from the server. " - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "sim_data = []\n", - "# Get the results.\n", - "for _, sim_res in batch_data.items():\n", - " sim_data.append(sim_res)" - ] + "source": "## Simulation Results" }, { "cell_type": "markdown", @@ -328,20 +348,12 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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kCadPn+bs2bMsXLiQM2fO4KjlIKkJrFghd70qVcq8a6NfJm9eOVQG2rSmb3KTv5BVXXqg4SB9OrSlLWUoQzTRfMu3WoejmNrChVCtmpxlWbQo7NsHISHpLxOo08njbNkCy5bJ7emuXYNatWDIEPnhYCuEnYmMjBSAiIyMfO53jx8/FqdOnRKPHz/WILLXd/PmTdGvXz9RsGBB4ezsLDJnziyCgoLEt99+K2JjY1O9j7U+5/r1hQAhvvpK60hS2rdPxuXsLMStW+Z97LFirEAgKovK5n3g17RKrBIIhLtwF+EiXOtwFFOZO1cInU7+gbRuLUQqn8EZFh0tRI8e8tggRMWKQoSb/r30snxiLCpJJ2OtCet1WONzvnNHCEdH+bd47pzW0TyvUiUZ24gR5nvMRJEoCovCAoGYK+aa74GNIFEkiiARJBCIAWKA1uEopjB7dlKC7tVLiIQE0zzOsmVCeHvLx/H3F+LwYdM8zr/MkaRVd7didf78U67aKFsWihTROprnffSRPJ81y3y9bgc4wAUu4I477/KueR7USHToGI3crWQa07jJTY0jUoxq9Wro2VO2cfv1kxO/HEyUet55R3ahFy0qu78rV04q7G+lVJJWrI5+VrcWFcbSomVL8PWVG3+sXm2ex1zEIgCa01yzJYOvox71qEIVnvDEMJlMsQEnTkCHDjJBf/CBnLFt6qUYRYvKJVp168KjR3I95G+/mfYxTUjzJD116lQKFCiAm5sbwcHB7N+//6W3f/jwIX379iVXrly4urpStGhR1q5da6ZoFa09fJg0gfNdC20wurgkFVfRb6FpSgkksIQlAHSgg+kf0AR06PiKrwCYyUyuclXjiJTXdu8eNGsmq4jVrCmXUplrrWTWrLIF3akTPHsGHTvKFrwV0jRJL1myhIEDBzJy5EgOHTpEQEAA9evX5/bt26nePj4+nrp163LlyhWWLVvG2bNnmTVrFnny5DFz5IpW1q+Xf3NvvgmFC2sdzYv17Ck/jzZtkss7TWkb2wgnnGxkox71TPtgJlSDGtSiFk95ytd8rXU4yutITIT27eHyZShYUK5zdjbzfubOzrJOb79+siXft69syVsbk412p0FQUJDo27ev4eeEhASRO3duERISkurtp02bJgoVKiTi4+Mz/Jhq4lhK1vac27eXc0IGD9Y6kldr1EjG+tlnpn2c7qK7QCA+FB+a9oHMYJfYJRAIR+EoLogLWoejZNSPP8o3f6ZMQhw/rm0siYlCfPFF0szvqVONdmibnjgWHx/PwYMHqVOnjuE6BwcH6tSpw549e1K9z6pVq6hYsSJ9+/bF19eXkiVLMnbsWBISEswVtqKhp09l/QOQvWiWrte/O0T+/LOst2AKT3jCcpYD1tvVnVwlKtGQhiSQYJhMpliZM2fg88/l5QkTZIESLel08PXXcrs6kC3qWbO0jSkdNEvSd+/eJSEhAV9f3xTX+/r6Eh4enup9Ll26xLJly0hISGDt2rUMHz6c7777jq+/fnHXWFxcHFFRUSlOinXasUNuquHjA0FBWkfzao0agb+/HJpbvtw0j7GOdUQSSV7yUoUqpnkQM9Mn54Us5AxnNI5GSZdnz6BzZ/mttG5dWR3MEuh0smjKwIHy5w8/lEVQrIDmE8fSIzExER8fH2bOnEn58uVp27YtQ4cOZfpLZueEhITg5eVlOPn7+5sxYsWYVsndF2nSRNtdptLK0VGOTYPpJpDpJ4y1ox0O1vXn/EKBBNKMZiSSSAghWoejpMeECXDggKwg9vPP2hfVT06nk/H16iU7vjt2hK1btY7qlTT7q86RIweOjo5ERESkuD4iIgI/P79U75MrVy6KFi2aosRliRIlCA8PJz4+PtX7DBkyhMjISMPp2rVrxnsSitkIkZSkraGrW69HD5msd+6Uq1GM6QlPDGVA22Ch69EyaBjDAPiVX7nEJY2jUdLk+nVZQxtkXdy8eTUNJ1U6nZxl3qoVxMfLDT6OHNE6qpfSLEm7uLhQvnx5QkNDDdclJiYSGhpKxYoVU71P5cqVuXDhAomJiYbrzp07R65cuXBxSX0zAVdXV7JkyZLipFifkyflRFFXV0g2jcHi5c6dtG3ljBnGPfZGNhJDDP74E0igcQ+usbd5m/rUJ4EEvuEbrcNR0mLQILkuuXJl2eVtqRwd4ddf5eYc0dHQtKksamChNO0fGzhwILNmzWL+/PmcPn2a3r17ExsbS7du3QDo3LkzQ4YMMdy+d+/e3L9/n48//phz587x119/MXbsWPr27avVU7AYXbt2RafTGU7Zs2enQYMGHDt2TOvQjEJfFKROHfCwsm2H9RPIfvnFuLvp6SeMtaJVujZjsRb61vRc5nKd6xpHo7zUtm2wZIlsqU6ebFnd3Klxc5OlC4sXlz0ALVrIrS8tkKZJum3btkyYMIERI0ZQpkwZjhw5wvr16w2TycLCwriV7BuOv78/GzZs4MCBA5QuXZqPPvqIjz/+mMGDB2v1FCxKgwYNuHXrFrdu3SI0NBQnJyeaNGmidVhGsW6dPG/cWNs4MqJWLbmmOyrKeIWP4olnFbL//x3eMc5BLUwVqlCd6sQTzwQmaB2O8iLPniXVwu3VS9brtQbe3vLbf7ZssH+/HJsSQuuonmeyxV0WylbXSXfp0kU0b948xXU7duwQgLh9+/YL72cNz/nhw6QNNS5e1DqajPn2Wxl/uXLGOd4GsUEgED7CRzwTz4xzUAu0SWwSCEQmkUntkGWp5syRb+5s2YS4e1fraNJv61YhnJwytK2eTa+TVkwrJiaGhQsXUrhwYbJnz651OK8lNFRuqFG0KBQqpHU0GdO1qywXeugQHD78+sfTd3W3pCWOWMFU9wyqTW2CCeYxj/me77UOR/mvuDj48kt5edgwsMbPmho1kkqGDh9uuvWSGaSS9CsIIccRtTilt+dlzZo1ZM6cmcyZM+Pp6cmqVatYsmQJDqbaccZM1q+X5w0aaBvH68iRI2kC2c8/v96xEkhgBSsA2+3q1tOhM4xNT2Uq97mvcURKCjNmyN2m8uSxnDXRGdGzJ3zyibz83nvy27SFsO5PbzN49AgyZ9bm9OhR+mKtWbMmR44c4ciRI+zfv5/69evTsGFDrl613s0KhLCNJA3Qvbs8//XX16tAtotd3OY2WclKDWoYJTZL1pjGBBBADDFMZrLW4Sh6MTEwZoy8PGKEnIxlzb79Vn7IPH4s13m+YA8Jc1NJ2oZ4eHhQuHBhChcuzNtvv83s2bOJjY1llhWVwPuv06flF3VXV6heXetoXk+dOrIC2YMHsGJFxo+jnzDWmMY4Y+ZNCzSgQ8dQhgLwAz8QhaoaaBF+/FEmsjfegH9X5Fg1JydYvFjO+L5xA9q1k5PiNKaS9Cu4u8svjFqc3N1fL3adToeDgwOPLXRpQVroW9HVq7/+66E1R0c5Ng2v1+W9GrkerTnNXz8oK9GKVhSnOA94wDSmaR2OEh0tq3cBjBpl/h2uTMXLC/74Q3Zlbt0KQ4dqHZFK0q+i08l1uVqc0rvUMC4ujvDwcMLDwzl9+jT9+/cnJiaGpk2bmubFMQNb6erW0zc4Nm+GjIxCnOUs5ziHM85WvS1lejniyBd8AcB3fMcj0jkWpBjXzJmyS6hoUdnitCUlSiR9i/7mG80nkqkkbUPWr19Prly5yJUrF8HBwRw4cIClS5dSo0YNrUPLkNhY2L5dXraVJF2wINSuLcfa581L//31reia1CQL9lU9rz3tKUhB7nCHWVjvEI7Vi4uDiRPl5c8/t45C+unVujV8+qm83K2b3NlLIypJ24h58+YhhDCcoqKi2L9/P++8Y72zf3fskOV1/f3lMJGt0E8gmzsXklW4TRP9eHRTrLd3JKOccGIIsgLhN3xDHHEaR2SnFiyAmzfljO733tM6GtMZN06Os0VHy1rfMTGahKGStGKx9GXd69a1/CqD6dGypSx2dPVq0nNMi3vcYxe7APtM0gCd6Uxe8nKTm8xnvtbh2J+EBNkFDLKl+YI9E2yCk5MsdZo7t5zBqlFFMpWkFYu1ebM8t6YNNdIiUybo0EFeTs8EsrWsJZFEAgggP/lNE5yFc8WVz/gMgBBCeMpTjSOyM3/8AefPy1Ka+n1YbZmvLyxdKhP277/LGe1mppK0YpHu3EnaQa5WLU1DMYkePeT5n3/C/TTW57Dnru7k3ud9fPDhClf4DSMVQ1fSRj8W3a+fnAFtDypVgu++k5c/+0zul21GKkkrFmnLFnleurT8MmtrypaFgAA5B2fRolffPp54NrABUEnaHXcGMhCQrelE0jmwr2TM/v2wd6/s4u7TR+tozKt/fzku/fQptGkDDx+a7aFVklYskq12devpdEmt6TlzXn37PewhmmhyktPm9o7OiN70xhtvznCGP/hD63Dsg76rt1072/zm/DI6nfxDLVgQrlyRsz/NND6tknQqhCVuV2Yilvpc9ROqbDVJgxyXdnGR3fqv2nRjHXKvzvrUx0H92ZKFLHyE3B5xLGMRWOb72GbcuiXHZCFpW0p74+0tXwMXFzlONdk8JWrVX3syzv9WzXmU3qLZVkz/XJ0tqGLQpUtw+bIsYlS1qtbRmE727HKmN7y6Nb0eWdWlIQ1NHJX1+IiP8MCDwxw2fIlRTGTGDNnVW6kSlC+vdTTaCQxMGp8eNAgOHjT5Q+qEpTalTCQqKgovLy8iIyPJkuX5YhC3bt3i4cOH+Pj44O7ujs6W1v4kI4Tg0aNH3L59G29vb3LlyqV1SAYzZ8KHH0K1aknFTGzVxo1Qv778kn7rVup7FNzkJnnIgw4dEUSQk5xmj9NSfcZnTGAClajETnaiwzb/XjUVFwf58sk63UuWyDFZeyaELHayfDlR+fLhFRb2wnxiDE4mOaoV8/PzA+C2heyAYmre3t6G52wp9OPRtWtrG4c51KkjP//CwmQPWvv2z99mIxsBCCRQJej/GMhAJjOZ3exmO9vtYlcws1u+XCboPHmSun7smX58+vBh2e1nYipJ/4dOpyNXrlz4+Pjw9Kltr8F0dnbG0cJK+iUmyrr2YB9J2sFBVh0cNUqumU4tSeu7chtgI7VRjSgXuehBD37iJ8YwRiVpU5g5U5737Gk7G2m8Li8vOT5dsaIcBjAh1d2tWJQTJ6BUKbnj1cOH9vGZcOUKFCoke9EuX4YCBZJ+94xn+ODDAx6wm91UpKJWYVqsq1ylMIV5xjP2sY8ggrQOyXacPStr8jo4yBJ5efNqHZFFiTp8GK9y5UyaT9TEMcWi6MegK1e2jwQNMinrew3+u+nGAQ7wgAdkJStv87a5Q7MK+clPJzoBMIYxGkdjY/R70TdurBJ0at54w+QPoZK0YlG2bZPnVrpxV4Yl33QjISHpev2s7rrUxUmNTr3QYAajQ8cqVnGc41qHYxvi4pK+NX7wgaah2DOVpBWLIURSS7p6dW1jMTf9phthYSk33VDj0WlTjGK0pjUg100rRvDnn3DvnmxB28pesVZIJWnFYpw+LWt2Z8oEb9tZz66bG3TsKC/rN924wx3+4R9AJem0+IIvAPid3znPeY2jsQH6CWM9esgNJhRNqCStWAx9K7pSJdveAe9Fkm+6ce8ebGITAkEAAeTCctaxW6oAAmhCExJJZBzjtA7Hul26JJdZ6HRJYzGKJlSSViyGvY5H65UtC2XKQHy83HRDPx6tWtFpN5ShAPzCL4QRpnE0VuyXX+S5fiG/ohmVpBWLYM/j0cklbbohWCdUkk6vClSgFrV4xjO+5Vutw7FOiYkwf7683LWrpqEoKkkrFuLsWYiIkGOzQXa8zLVDB3B1haNHddw9nBdPPKlEJa3Dsir61vRsZhNBhMbRWKEdO+Ti/SxZoEULraOxeypJKxZB34quWFEmKXuVLVuyyotzelCb2rhghwP0r6EmNalABZ7whAlM0Doc66NfdtWmjawqpGhKJWnFIujHo+25q1tP3+XNrx2p9bixprFYIx06hjMcgJ/4idvYRx1+o4iJgaVL5WXV1W0RVJJWNJd8PNpeJ40lV67WQyhwGSK9SVjeQutwrFJDGhJIII94pFrT6fHHHxAbC4ULy2UWiuZUklY0d/683KbR1RWCg7WORntbHUKhh9xgesXsHBpHY5106BjJSACmMpU73NE4IiuxYIE879JFLr9SNKeStKI5fSu6QoXU91O2N5vYBF3noXNIZPt2OHdO64isU2MaU57yPOIR3/Gd1uFYvvBw2LJFXu7QQdtYFAOLSNJTp06lQIECuLm5ERwczP79+19423nz5qHT6VKc3NQnu1VT49EpbWYz5L1B+Yay9aevQKakT/LW9BSmcJe7Gkdk4ZYulcuvgoPltmyKRdA8SS9ZsoSBAwcycuRIDh06REBAAPXr1+f27RdP9siSJQu3bt0ynK5evWrGiBVjUuPRKV3mMhe5iBNODHxfbn03b57Jt6y1WU1oQjnKEUusak2/yqJF8ly1oi2K5kl64sSJ9OzZk27duvHmm28yffp03N3d+fklzQedToefn5/h5Ovra8aIFWO6eBFu3JBlQCtU0Doa7W1mMyCLcrzbOBO+vnL9+F9/aRyYlfpva/oe9zSOyEJdvgx798p9o9u00ToaJRlNk3R8fDwHDx6kTp06huscHByoU6cOe/bseeH9YmJiyJ8/P/7+/jRv3pyTJ0+aI1zFBPSt6OBgubGGvdMn6TrUwdk5aRXM7NnaxWTtmtKUspQlhhgmMlHrcCzT4sXyvGZN8PPTNhYlBU2T9N27d0lISHiuJezr60t4eHiq9ylWrBg///wzK1euZOHChSQmJlKpUiWuX7+e6u3j4uKIiopKcVIshxqPTpJIIqHIfSrrIL+46tdMr1sHL3iLK6+gQ8cIRgDwIz+q1nRqfvtNnrdvr20cynM07+5Or4oVK9K5c2fKlClD9erV+eOPP8iZMyczZsxI9fYhISF4eXkZTv7+/maOWHkRNR6d0hGOcI97eOJJELI2apEi8gtMYiLMnatxgFasOc0pQxliiOF7vtc6HMty4gQcPw7OztCqldbRKP+haZLOkSMHjo6ORESkrK8bERGBXxq7XJydnSlbtiwXLlxI9fdDhgwhMjLScLp27dprx60Yx+XLcO2a/GyoWFHraLSn7+quQQ2ccTZc//778nzOHJmslfRL3pr+gR/Uuunk9K3ohg0ha1ZtY1Geo2mSdnFxoXz58oSGhhquS0xMJDQ0lIpp/NROSEjg+PHj5MqV+n67rq6uZMmSJcVJsQz6VnRQkCoRDCnHo5N75x3w9oarVyHZn4qSTi1oQXnKE0MMIYRoHY5lECJpPFp1dVskzbu7Bw4cyKxZs5g/fz6nT5+md+/exMbG0q1bNwA6d+7MkCFDDLcfPXo0Gzdu5NKlSxw6dIhOnTpx9epV3tc3NxSrocajkzzhCTvYATyfpDNlgk6d5GU1gSzjdOgYy1hA1vS+hupVY/9+uHQJPDygaVOto1FSoXmSbtu2LRMmTGDEiBGUKVOGI0eOsH79esNksrCwMG7dumW4/YMHD+jZsyclSpSgUaNGREVFsXv3bt58802tnoKSQWo8OskudvGEJ+QmNyUo8dzv9d9B//wT7qie2gyrS12qU5044hjNaK3D0Z6+q7t5c5moFYujE0IIrYMwp6ioKLy8vIiMjFRd3xq6cgUKFgQnJ3j4UH0+DGEI4xhHZzozn/mp3iYoCA4cgG++gc8+M3OANmQ3u6lMZRxx5BSnKEpRrUPSRkIC5M0ry4GuXg1NmmgdkdUxRz7RvCWt2Cd9K/rtt1WChhePRyfXq5c8nzFDTSB7HZWoRBOakECCYTKZXdq2TSborFmhXj2to1FeQCVpRRNqPDrJPe5xkIPAy5N027bg5SWrtKkJZK9nDGMAWMISDnNY42g0ou/qfvddWfJPsUgqSSuaUOPRSbayFYHgLd4iF6mvUgDZ49C5s7w8bZqZgrNRpSlNe+Rs5mEM0zgaDcTHw/Ll8rKa1W3RVJJWzC4sTK6RdnRU+8pD2rq69T78UJ6vWiVrnisZN5rROOLIWtayk51ah2NeW7fKySC+vlCtmtbRKC+hkrRidvpWdGAgeHpqG4sl2MQmQM48fpW33oKqVeWcnzlzTB2ZbStMYXog664OYQgCO5pD+8cf8rxlS/ltWbFYKkkrZqfGo5Nc+vefE05UI20tGv0Eslmz4NkzEwZnB0YwAjfc2MlO1rBG63DMIyEBVqyQl1UZUIunkrRidmo8Ool+Q40KVMCTtHUrvPMO5MghN9xYu9aU0dm+POThEz4BYBCDeIodbNy9ezfcvi3L2Kk/QounkrRiVtevy9nJDg5QubLW0WgvPV3deq6u0L27vDx9uimisi9DGIIPPpzjHNOwgxl5+q7upk1l4XzFoqkkrZiVvhVdvjzYey2Z1LamTKsPPpDn69fLSXhKxmUhC1/xFQBf8iX3ua9xRCYkhCxbB6qr20qoJK2YlRqPTnKEI9znPp548jZvp+u+b7wh608IATNnmihAO9Kd7pSkJA94YEjYNunwYblTi7u7KmBiJVSSVsxKjUcnedHWlGmln0A2Z45c9qpknBNOfMd3AExhCuc4p3FEJqLv6m7YUG09ZyVUklbM5uZNOH9ejkdXqaJ1NNrLyHh0ck2aQO7ccsMN/WevknH1qEcjGvGMZ/yP/2kdjmno3yiqq9tqqCStmI2+FV22rCxvac8e8/iFW1OmlbMz9OwpL0+ZYqzI7NsEJuCIIytYwVa2ah2OcZ0+LU/OztC4sdbRKGmkkrRiNmo8OsludhNHHLnJTXGKZ/g4H34odxLbtQsOHTJigHaqBCXohRxHGMhAEkjQOCIj0k8Yq11bfUu2IipJK2ajxqOTJO/q1qHL8HFy5YI2beTlyZONEZnyJV/ihRdHOPLCbUOtkurqtkoZStILFiygcuXK5M6dm6tXrwIwadIkVq5cadTgFNtx6xacPQs6nSxrae/SU6/7VT76SJ4vWiRrVCivJwc5GM5wAP7H/7jHPY0jMoKwMDh4UP4BNm+udTRKOqQ7SU+bNo2BAwfSqFEjHj58SEKC7A7y9vZm0qRJxo5PsRF//y3Py5SRhY7s2T3ucQjZN12b2q99vOBgCAqSM7xnzXrtwynAR3zEW7zFXe4yhCFah/P69F3dVauCj4+2sSjpku4kPXnyZGbNmsXQoUNxTFaYPTAwkOPHjxs1OMV2qPHoJFvYgkBQkpIv3ZoyPfr3l+c//QRP7aCypak542yoPjaLWexhj8YRvSbV1W210p2kL1++TNmyZZ+73tXVldjYWKMEpdgeNR6dxJhd3XqtW8tdB2/eVMuxjKUqVelKVwB605tnWOluJhERsEOuJKBlS21jUdIt3Um6YMGCHDly5Lnr169fT4kSJYwRk2JjIiLkyg81Hi2ZIkm7uiYVN/nxR6Md1u59wzdkJStHOcoUrHSd26pVsjRd+fKQL5/W0SjplO4kPXDgQPr27cuSJUsQQrB//37GjBnDkCFD+Pzzz00Ro2Ll9OPRpUtDtmzaxqK1jGxNmVYffiiXwO7eLecIKa8vJzkZz3gAhjOcG9zQOKIMUF3dVi3dSfr9999n/PjxDBs2jEePHtGhQwemTZvGDz/8QLt27UwRo2Ll1Hh0En0ruiIV07w1ZVqp5Vim0YMeVKQiMcQwgAFah5M+kZEQKjdxUUnaOmVoCVbHjh05f/48MTExhIeHc/36dXr06GHs2BQbocajk5iiqzs5/XKs335Ty7GMxQEHpjENRxxZylI2sEHrkNLur7/kTMISJaB4xovmKNrJ0MSx8+fPA+Du7o7Pv9P5z58/z5UrV4wanGL97tyBkyflZXsfj36drSnTKihILsmKj1e7YxlTAAF8hPwG1Ic+xGIlk2RVV7fVS3eS7tq1K7t3737u+n379tG1a1djxKTYEP14dKlSkCOHtrFo7TCHDVtTBhFkssdJvhwrLs5kD2N3RjGKvOTlEpcYxjCtw3m1R49g3Tp5WSVpq5XuJH348GEqV6783PUVKlRIdda3Yt/UeHQSfVd3TWrihJPJHqd1a8iTR1Z5W7TIZA9jdzzxZBayWswP/MAudmkc0Sts3CgTdf78clcbxSqlO0nrdDqio6Ofuz4yMtJQfUxR9PTj0SpJm348Ws/FBT7+WF6eMEGuvlGMowEN6EY3BIJudOMxj7UO6cX0Xd0tW8r1j4pVSneSrlatGiEhISkSckJCAiEhIVRRmwQrydy9C/oidNWMu9rI6iTfmjKj+0enxwcfgKcnnDqV1OOpGMdEJpKb3JznvKHGt8WJj4fVq+Vl1dVt1dKdpMePH8+WLVsoVqwY3bp1o1u3bhQrVoy///6bb7/91hQxKlZKPx795puqXPBOdhJHHHnIQzGKmfzxvLxkogZQf5bG5Y03M5Gz8r7ne/ayV+OIUrFtGzx8KP/wKlXSOhrlNaQ7Sb/55pscO3aMNm3acPv2baKjo+ncuTNnzpyhZMmSpohRsVJbt8rzmjW1jcMSbGQj8PpbU6bHxx/Lvaa3bYN//jHLQ9qNxjSmM51JJJFudOMJT7QOKSX9hhotWkCyPRYU65Oh2Su5c+dm7Nixxo5FsTFbtsjzWrW0jcMS6PePrkc9sz2mvz+0bw8LFsjW9JIlZntou/A937ORjZzhDF/yJeMYp3VIUkJCUpJWXd1WTydE+qeVPHz4kP3793P79m0SExNT/K5z585GC84UoqKi8PLyIjIykixZsmgdjs2KiAA/Pzlf5c4dyJ5d64i0E0EEfvgZLvtgvr7/o0fl9qAODnDhAhQsaLaHtgurWEVzmuOAA7vYRQUqaB0S7NoFVarIMY/bt+VMQsUkzJFP0t2SXr16NR07diQmJoYsWbKgSzZrUKfTWXySVsxD39UdEGDfCRqSZnWXpaxZEzTI179ePbka5/vv1eYbxtaMZnSkI7/yK53oxGEOG73ca7rpZ3U3aaIStA1I95j0p59+Svfu3YmJieHhw4c8ePDAcLp//36Ggpg6dSoFChTAzc2N4OBg9u/fn6b7LV68GJ1OR4sWLTL0uIrpqK7uJPqubnPM6k7NZ5/J8zlz4N49TUKwaVOYQj7ycZGLfMzH2gYjhKoyZmPSnaRv3LjBRx99hLu7u1ECWLJkCQMHDmTkyJEcOnSIgIAA6tevz+1XFB6+cuUKgwYNoqq915q0UPqWtL0naYEwTBoz53h0crVryy7vR49g2jRNQrBp3nizkIU44MBc5rKMZdoFc+QIXLkCmTJB/fraxaEYTbqTdP369fnHiFNFJ06cSM+ePenWrRtvvvkm06dPx93dnZ9//vmF90lISKBjx46MGjWKQoUKGS0WxTjCwuT4p6Ojqtd9ilPc4hZuuFGZ5yv1mYNOB4MGycuTJ8MTC5uIbAuqUpXBDAbgAz7gOte1CUTfim7QADw8tIlBMap0j0k3btyYzz77jFOnTlGqVCmcnZ1T/L5Zs2ZpPlZ8fDwHDx5kyJAhhuscHByoU6cOe/bseeH9Ro8ejY+PDz169GDHjh0vfYy4uDjikhUwjoqKSnN8SsboW9GBgWDvc/P0rejqVMcNN83iaNMGvvhCfoGaOxd699YsFJv1JV+ykY38wz90oQub2IRDxjYazDg1q9vmpDtJ9+zZE5CJ8r90Ol26SoPevXuXhIQEfH19U1zv6+vLmTNnUr3Pzp07mTNnTprrhIeEhDBq1Kg0x6S8PtXVnUTr8Wg9Z2c5Nt2/P4wbBz16qDlFxuaMM4tYRBnKsIUtTGQigxhkvgDOnpVbzjk5yUljik1I99e8xMTEF55MXbs7Ojqa9957j1mzZpEjjVsqDRkyhMjISMPp2rVrJo3R3gmRNGnM3ouYxBHHNrYB2o1HJ9ejh1wWFxYm104rxleEIvyInEL/BV9wmMPme3B9K7pWLfD2Nt/jKiZl5r6YlHLkyIGjoyMREREpro+IiMDPz++521+8eJErV67QtGlTnJyccHJy4pdffmHVqlU4OTlx8eLF5+7j6upKlixZUpwU07l4Ea5dky23VDZLsyu72c1jHuOHHyXRvhpfpkxJY9Njx8KzZ9rGY6u6051WtOIpT2lHO6J5fkMik1Czum1ShiqOxcbGsn37dsLCwoiPj0/xu48++ijNx3FxcaF8+fKEhoYallElJiYSGhpKv379nrt98eLFOa7fseFfw4YNIzo6mh9++AF/f//0PxnFqPRd3RUqgJEWAFgt/Xh0HeqYrRToq/TqJbu7L12C336D997TOiLbo0PHTGZygAOc4xwf8iG/8qtp3wNhYXDggJwl2Ly56R5HMbt0J+nDhw/TqFEjHj16RGxsLNmyZePu3bu4u7vj4+OTriQNMHDgQLp06UJgYCBBQUFMmjSJ2NhYunXrBsgKZnny5CEkJAQ3N7fn6oN7/9uto+qGWwa1PjqJFqVAX8XDAwYOlJPIxoyBDh1UaWdTyE52lrCEalTjN36jOtX5kA9N94ArVsjzypXlmIZiM9Ld3T1gwACaNm3KgwcPyJQpE3v37uXq1auUL1+eCRMmpDuAtm3bMmHCBEaMGEGZMmU4cuQI69evN0wmCwsL49atW+k+rmJ+QqhJY3p3ucshDgGm3z86vfr2haxZ5TyjZRou6bV1FalICCEAfMzHph2fVl3dtkukk5eXlzhz5ozh8qlTp4QQQuzdu1cUK1YsvYczu8jISAGIyMhIrUOxOSdPCgFCuLkJ8eSJ1tFoa7FYLBCIUqKU1qGk6ssv5f9VyZJCJCRoHY3tShSJoqloKhCIwqKwiBQm+Ny5fVsIBwf5H3r5svGPr7yQOfJJulvSzs7OODjIu/n4+BAWFgaAl5eXmjlt5/Rd3VWqgKurtrFozVKWXr3IRx+BpyecOAGrVmkdje3SoWMe88hHPi5wgZ70RJDuPY1ebtUqSEyEcuWgQAHjHlvRXLqTdNmyZTlw4AAA1atXZ8SIEfz666988sknalzYzqmubskSSoG+Stascs00wFdfyaEKxTSykY0lLMEJJ37nd6Zh5Nqs+q7uli2Ne1zFIqQ7SY8dO5ZcuXIBMGbMGLJmzUrv3r25c+cOM2bMMHqAinVITExK0va+Pvoc57jGNVxwoSqWWxd1wAA5A//QIVi3TutobFsFKjCe8QAMYAD72GecA0dGwma5y5oaj7ZN6U7SgYGB1Pz3U9jHx4f169cTFRXFwYMHKVOmjLHjU6zE0aPw4IHsQg0M1Doabelb0VWpijuWuw4tR46k8qAjR6rWtKkNYAAtaUk88bzDO0QQ8eo7vcratRAfD8WKQYkSr388xeKkO0nXqlWLhw8fPnd9VFQUtey9n9OO6VvR1arJqoT2bB2yWWqpXd3Jff65XJb1zz9Jq3gU09CPTxenODe4QWta85Snr3fQ5LO6dZaxFl8xrnQn6W3btj1XwATgyZMnr9zsQrFdoaHy3N67uh/zmK3IbywNaahxNK/m4wOffCIvDx8OJq7sa/eykIUVrMATT3awg0/5NOMHe/xYtqRBdXXbsDS3eY4dO2a4fOrUKcLDww0/JyQksH79evLkyWPc6BSrEBcH27bJy3UtczKz2WxnO094Ql7yWkQp0LQYNAimTpV7M/z2G3TqpHVEtq0YxVjIQprTnMlMpjzl6UKX9B9o0ya5Sbi/P5Qvb/xAFYuQ5iRdpkwZdDodOp0u1W7tTJkyMXnyZKMGp1iH3bvlZ4WvL5QqpXU02tJ3dTekocWUAn0Vb2/43/9gyBA5Nt22ray9rphOM5oxkpGMYhQf8iElKUl50plok8/qVl3dNivN3d2XL1/m4sWLCCHYv38/ly9fNpxu3LhBVFQU3bt3N2WsioXasEGe16unPivWIrsfraGrO7n+/eWXrEuX4OeftY7GPoxgBE1oQhxxtKIVd7iT9js/fZq0wF11ddu0NCfp/PnzU6BAAbZu3UqZMmXInz+/4aRfkvX333+bLFDFcm2Uk5mpX1/bOLR24d9/TjhRm9pah5MuHh4wdKi8PHq0HO5UTMsBBxaykKIUJYwwWtGKOOLSduft2+Vyipw5ZfUgxWZlaHb3/fv3n7v+4cOHhqVZiv24fRsO/1uSuI5llag2O31XdxWqkAXr2xL1gw8gXz64eRN++knraOyDF16sYAVeeLGTnfSiV9oqkum7ups3Vzuk2Lh0J2khBLpU+jTv3buHh4eHUYJSrMcmWf2SMmVkd6k9Sz4ebY1cXeHLL+XlkBCIitI0HLtRghL8zu844sg85vEt3778DomJ8Oef8rLq6rZ5aZ441urfN4NOp6Nr1664JivOnJCQwLFjx6hUqZLxI1Qsmurqlqxt6dWLvPcejB8vd8iaNAlGjNA6IvtQj3pMYhL96c9gBlOUorSgReo33rsXwsMhSxZVg9cOpLkl7eXlhZeXF0IIPD09DT97eXnh5+fHBx98wMKFC00Zq2JhhEhK0vUsv26HSemXXuUhj9UsvUqNk5MckwaYMEEOZyjm0Y9+9KEPAkEnOnGEI6nfUN+KbtJE7WRjB9Lckp47dy4ABQoUYNCgQaprW+H4cfmF3t1d7jVvz6xx6dWLvPuuXHZ78CCMGiXXUCvm8QM/cI5zbGYzzWjGfvbjh1/SDYRQG2rYmXSPSY8cOVIlaAVIakXXqKG+0Fv7eHRyDg7w3Xfy8owZcPq0tvHYEyecWMpSilGMa1yjGc2IJTbpBseOyXVybm7QoIF2gSpmk6aWdLly5QgNDSVr1qyULVs21YljeocOHTJacIplU13d0gUucJ7zOOFEHWxjinv16nLi8MqV8NlnsGaN1hHZD2+8WcMaKlCBAxygDW1YyUqccEpqRdevD5kzaxuoYhZpStLNmzc3TBRr0aKFKeNRrMSjR6BfFm/vSdral169yDffwF9/yVNoKNS2rqXfVq0whVnNampRi7WspTe9mclMdMk31FDsgk4I+9qgLioqCi8vLyIjI8mSxXY+UM1twwbZ2+bvD1ev2nelsUY0Yh3rGM94PudzrcMxqo8+gsmTISBAjlGrJbnmtZKVtKIViSTy5Z1+jPSZImf3RURAtmxah2f3zJFP0j0mnVxMTAxRUVEpTop9SN7Vbc8J2laWXr3IyJGytvfRo/DLL1pHY3+a05ypyJl7X+acwpzuyKpBKkHbjXQn6cuXL9O4cWM8PDzw8vIia9asZM2aFW9vb7JmzWqKGBULlLxetz2zlaVXL5I9OwwbJi8PHQqxsS+/vWJ8vejFUGTN1g9nwNpPimockWJOaV6CpdepUyeEEPz888/4+vq+dBKZYptu3JDbGup0qhSoLS29epF+/WSZ0EuX5NrpkSO1jsj+fHWhC9d3jmF+V2hdbzabaUdFKmodlmIG6U7SR48e5eDBgxQrVswU8ShWQF8K9O237bvXTSCsdter9HB1hXHjoE0bOZmsZ0/InVvrqOyLbvkfzBoG4W9lZ8Pb92hEI7axjQACtA5NMbF0d3e//fbbXLt2zRSxKFZCdXVLZzjDBS7gggt1qat1OCb17rtQqZKc1f+5bc2Nsw7LluH8DJYfG0FlKvOQh9SjHuc4p3VkiomluyU9e/ZsevXqxY0bNyhZsiTO/9kdvnTp0kYLTrE8iYlJLWl7r9e9kpUA1KIWnnhqHI1p6XTwww8QFAS//ip3zKpWTeuo7MSVK/DPP+DggEeTtqyhMzWpyRGOUIc67GQn+cindZSKiaQ7Sd+5c4eLFy/SrVs3w3U6nc6wO1ZCQoJRA1Qsyz//wL17srZ/cLDW0WhrFasAOQPXHgQGyuQ8Y4Ycpz50SK4GUkxs+XJ5Xq0a+PriDWxgA9WoxlnOUpe6/M3f+GLn29DZqHR3d3fv3p2yZcuyZ88eLl26xOXLl1OcK7ZNX3mqXj34TyeKXYkggr3sBaApTTWOxnzGjJHzEI4fV3tOm82yZfL83XcNV/ngwyY2kY98nOMc9anPAx5oFKBiSun+Hnz16lVWrVpF4cKFTRGPYuH++kueN26sbRxaW8MaBIJAAslDHq3DMZvs2WHsWOjVC4YPh7Zt1T7iJnXtmtyaUqd7bkMNf/zZzGaqUpWjHKUBDdjABrzx1iZWxSTS3ZKuVasWR48eNUUsioW7dUt2cQI0tN3JzGmiH49uRjONIzG/99+Xu2RFRcH//qd1NDZOXwa0cuVUp9QXoQgb2Uh2srOf/dSnPpFEmjlIxZTS3ZJu2rQpAwYM4Pjx45QqVeq5iWPNmtnfh5a9WCtXGxEUZN+tp0c8YhNy9py9jEcn5+got6+sUAHmz5fj1JUqaR2VjUqlq/u/SlOaUEKpRS32s5961GMjG/HCy0xBKqaU7trdDg4vbnxbw8QxVbs741q2hBUr5B7DI0ZoHY12VrKSFrQgP/m5zGWbLWLyKj16wM8/Q9mycOCAquttdDdvQt68cg/psDBZKP8ljnKUWtTiPvcJIkglajOwyNrdiYmJLzxZeoJWMi4uLmnplb2PRyef1W2vCRpkgRNvbzh8WM74Vozszz9lgq5Q4ZUJGiCAALawhWxkU13fNuS1NtjQe/jw4Wvdf+rUqRQoUAA3NzeCg4PZv3//C2/7xx9/EBgYiLe3Nx4eHpQpU4YFCxa81uMrr/b337Jus5+fbDnZqwQSWM1qwD7Ho5PLmRO+/lpe/uILOWdBMaI0dHX/VwABhBJKNrKxj33Uox73uW+iABVzSHeSHj9+PEuWLDH83Lp1a7Jly0aePHkyNKFsyZIlDBw4kJEjR3Lo0CECAgKoX78+t2/fTvX22bJlY+jQoezZs4djx47RrVs3unXrxgZ9GSzFJPSzuhs1gpeMeNi8fezjDnfwxptqqGoevXrJ9dORkXJbS8VIIiKSNmx/55103bUMZQyJej/7qUlNIogwQZCKWYh0KlCggNi1a5cQQoiNGzcKb29vsWHDBtGjRw9Rt27d9B5OBAUFib59+xp+TkhIELlz5xYhISFpPkbZsmXFsGHD0nTbyMhIAYjIyMh0x2qvEhOFKFRICBBi+XKto9HW5+JzgUB0EB20DsViHDkihKOjfH+sXKl1NDZi6lT5ggYGZvgQx8Vx4Sf8BAJRRBQRV8VVIwaoCGGefJLuNlF4eDj+/46PrFmzhjZt2lCvXj0+//xzDhw4kK5jxcfHc/DgQeok20rJwcGBOnXqsGfPnlfeXwhBaGgoZ8+epZqqUWgyJ0/KHZBcXVW9bv14tL13dScXEACDBsnLffrIpVnKa1q8WJ63a5fhQ5SkJDvYQX7yc57zVKEK5zlvpAAVc0l3ks6aNathg43169cbEqwQIt0Tx+7evUtCQgK+/1nP4+vrS3h4+AvvFxkZSebMmXFxcaFx48ZMnjyZunVT3+AgLi6OqKioFCclfVbKJcHUqQOZM2sbi5bOcY4znMEZZxrQQOtwLMqIEVCokNzGVL//tJJB167Bjh3yctu2r3WowhRmBzsoSlGucY2qVOUYx4wQpGIu6U7SrVq1okOHDtStW5d79+7R8N+qFocPHzZbFTJPT0+OHDnCgQMHGDNmDAMHDmTbtm2p3jYkJAQvLy/DyT8NsySVlFaskOfN7W9JcAr6VnQNaqilLf/h7g7Tp8vLU6bIIllKBv3+uzyvWlUuwXpN/vizgx2UoQwRRFCDGuxm92sfVzGPdCfp77//nn79+vHmm2+yadMmMv/btLp16xZ9+vRJ17Fy5MiBo6MjEREpJzVERETg5+f34qAdHChcuDBlypTh008/5d133yUkJCTV2w4ZMoTIyEjDSW2zmT43bshNNXQ6aGo/JapTpa8yZo8FTNKibl3o3FmuGurZE54+1ToiK2WEru7/8sGHrWylIhV5wANqU5sVrDDa8RXTSXeSdnZ2ZtCgQfzwww+UTbYWZ8CAAbz//vvpOpaLiwvly5cnNDTUcF1iYiKhoaFUrFgxzcdJTEwkLi4u1d+5urqSJUuWFCcl7VbJxiMVKsjlV/bqDncMrQ972lAjvb77DnLkgBMn4NtvtY7GCl24IL8VOzqma+lVWnjjzSY20YQmPOEJ7/AO05hm1MdQjC9DG82dP3+erVu3cvv2bRITE1P8bkQ6S1ENHDiQLl26EBgYSFBQEJMmTSI2NtawFWbnzp3JkyePoaUcEhJCYGAgb7zxBnFxcaxdu5YFCxYwbZp6s5mCfjxadXWvIpFEylJW7d37EjlywPffw3vvwejR0KoVFC+udVRWRL+8tXZt8PEx+uE98OBP/qQPfZjFLPrQh2tcYwxj7LowjyVLd5KeNWsWvXv3JkeOHPj5+aHTJf3H6nS6dCfptm3bcufOHUaMGEF4eDhlypRh/fr1hslkYWFhKUqRxsbG0qdPH65fv06mTJkoXrw4CxcupO1rTrBQnhcVBVu2yMv2nqSXIQtLvItxWze2qGNHWLgQNmyArl1h506173Sa/fabPDdiV/d/OeHEDGbgjz8jGEEIIdzgBrOYhQsuJntcJWPSXbs7f/789OnTh/9Z6fY3qnZ32v3+u5xcWrQonD2rdTTaecADfPDhGc84y1mKUlTrkCzetWtQsqT8ojdunNotK01OnIBSpcDFRRYz8fY2+UP+zM98wAckkEBtarOUpWQlq8kf11ZYZO3uBw8e0Lp1a1PEolgY/S55LVpoGobmVrOaZzyjFKVUgk4jf3/44Qd5ecQImX+UV9BPGGvY0CwJGqA73VnNajzwIJRQKlCBc5wzy2MraZPuJN26dWs2btxoilgUC/L4MaxZIy8bef6K1VFd3RnTpQs0aQLx8bLbW832fgkhTDKrOy0a0pDd7CYf+TjHOYIJJpTQV99RMYt0jxQVLlyY4cOHs3fv3lT3k/5IFfC1CRs2yA018uWTtZntVRRRbEDWhX+H9NVQtnc6HcycCW+9BQcPym7v4cO1jspC/fMPXLwoF5xrsNaxNKXZz35a0pI97KE+9ZnCFHrRy+yxKCmlO0nPnDmTzJkzs337drZv357idzqdTiVpG6HfgOedd+SHrb1awxriiac4xXmTN7UOx+rkyiWLm3TsKGd7N20KZcpoHZUF0reimzUDDw9NQvDFly1s4X3e51d+pTe9OclJJjIRZ5xffQDFJNKdpC9fvmyKOBQLEhcHq+VujKqrO1lXt1qikjHt28svfX/+KbvADxyQc6OUfyUmJi29MnNX93+54cYCFvAmbzKUoUxhCsc4xhKW4IcdF0rQkB1vOqi8yObNclZu7tyyiIm9iiaadawDVFf369DpZMnQHDng2DH48kutI7Iwu3bJ0n5eXtBA+5rwOnR8wRf8yZ944snf/E15yrOHV296pBhfhlYvXr9+nVWrVhEWFkZ8fHyK302cONEogSna0Xd1t2pl33tHr2QlT3hCMYoRQIDW4Vg1Hx+ZqN99V45N16sHNWpoHZWFWLRInrdsKbeasxAtaGEYpz7DGapTnR/5kQ/5UPUqmVG6k3RoaCjNmjWjUKFCnDlzhpIlS3LlyhWEEJQrV84UMSpm9PRpUpUxe+/qXowcJ2xHO/WhZATvvAM9esCcOdCpk2xVZ8umdVQai4tL6uru0EHbWFJRnOLsZz/d6MZyltOb3uxnP1OZSiYyaR2eXUh3O2nIkCEMGjSI48eP4+bmxvLly7l27RrVq1dX66dtwObN8OCBbPlUqaJ1NNq5z33DrO62qGp2xvLDD7I4zo0b8P77cuWRXfvrL/kHlycP1KqldTSp8sSTpSxlHONwwIG5zKUCFTiLHVc4MqN0J+nTp0/TuXNnAJycnHj8+DGZM2dm9OjRjB8/3ugBKualn2TaurWs8W+v/uAPnvGMAAIoQQmtw7EZHh6y8qWzs5xINmuW1hFpbP58ed6pk0X/wenQ8T/+xwY2kJOcHOMY5SnPAhZoHZrNS3eS9vDwMIxD58qVi4sXLxp+d/fuXeNFppjd48fygxPkjFx7lryrWzGucuVAv7PsJ5/A6dOahqOdO3dg7Vp5+d+Gj6WrQx2OcpSa1CSWWDrTmW50I5ZYrUOzWelO0hUqVGDnzp0ANGrUiE8//ZQxY8bQvXt3KtjzVGAbsG4dREfLko7p2CnU5oQTzla2Aqqr21QGDJD7Tz9+LL8QvmCnWdu2eDE8eyarBb1pPWvwc5GLTWxiFKNwwIF5zONt3uY4x7UOzSalO0lPnDiR4OBgAEaNGkXt2rVZsmQJBQoUYM6cOUYPUDGf5FUJ7XlW9zKWkUgiwQRTkIJah2OTHBxkT2+OHHD0qJ1uwPHLL/LcSlrRyTniyAhGsIUt5CY3pznN27zNJCaRSOKrD6CkWbp2wUpISGDXrl2ULl0abzMVgDc2tQtW6qKj5WSxJ09kCUd7nqhfgQrsYx/f8z2f8InW4di0v/6S9b1B7rpmN3NPT52S9VKdnODmTciZU+uIMuwOd+hGN/7iLwBqU5t5zCMveTWOzPQsbhcsR0dH6tWrx4MHD0wSjKKdVatkgi5aFMqW1Toa7ZznPPvYhwMOajzaDBo3hs8+k5e7dbOj8Wl9K7pRI6tO0AA5yclqVjONaWQiE6GEUprS/M7vWodmE9LdqVmyZEkuXbpkilgUDSXfa96ea3UvZCEA9ainyiCaydixULOm3NClZUtZ7c6mJSTAQvk+o0sXbWMxEh06etGLwxwmkEAe8IC2tKUznXmAatS9jnQn6a+//ppBgwaxZs0abt26RVRUVIqTYn1u35a7XoF9z+oWCEOSfo/3NI7Gfjg5yfkQefLA2bPQvbuNr5/eulUuFM+aVXYl2JBiFGM3uxnGMBxwYAELeIu3WM1qrUOzWmlO0qNHjyY2NpZGjRpx9OhRmjVrRt68ecmaNStZs2bF29ubrFmzmjJWxUR++01OMg0KguLFtY5GO7vZzSUukZnMtKCF1uHYFR8fWY7W2RmWL4fvvtM6IhPSr41u186iyoAaizPOfMVX7GAHRSnKLW7RjGa8x3vc577W4VmdNE8cc3R05NatW5x+xaBR9erVjRKYqaiJY88rXx4OHZJbCvbtq3U02ulFL2Ywgy50YR7ztA7HLk2bBn36yNnfmzfLbnCbEh0Nfn7w6BHs2WPzO9g85jEjGMFEJpJIIr74Mp3pNvMl2Bz5JM1J2sHBgfDwcHx8fEwSiLmoJJ3SiRNQqpRswdy8KZfE2KM44shFLh7wgE1sog51tA7JLgkBXbvKeVU5c8I//0C+fFpHZUTz58snWLQonDljNxNA9rGPbnTjNLKR9y7vMolJ5CGPxpG9Houb3a2zkzeUPVnwb1W/xo3tN0ED/MVfPOABuclNTWyt+WY9dDrZmi5TRhbkatLExiaSJV8bbUefp8EEc4hDDGEIjjiyjGWUoAQ/8iPPeKZ1eBYtXUm6aNGiZMuW7aUnxXokn2RqhfUUjOpnfgagM51xxHJrKNsDd3e5E5uvLxw/LiczPrOFz/FLl2DLFnm5UydtY9GAG26MZSwHOUgFKhBNNB/zMcEEc4ADWodnsdK1VeWoUaPw8vIyVSyKmYWGyi7ubNnkck17dZObrGMdAN3opnE0Csgu7tWroXp1Wd56wAD48Ucrb3zOni3P69WD/Pm1jUVDAQSwi13MZjb/438c4hDBBNOHPoxhDF6oHJOCSCOdTiciIiLSenOLFRkZKQARGRmpdSiaa9dOCBCid2+tI9HWODFOIBCVRWWtQ1H+Y9ky+R4FIUJCtI7mNcTHC+HrK5/I8uVaR2MxwkW4eE+8J/j3n5/wE7+J30SiSNQ6tDQxRz5Jc3e3Go+2LffuwR9/yMs9emgbi5YEwtDV3Z3uGkej/Nc778D338vLQ4YkNUatzqpVEBEh+/CbNtU6Govhiy+/8AuhhFKUooQTTnvaU5vaHOWo1uFZhDQnaWHT1QXsz8KFEB8vS4CWL691NNrZzW7OcQ4PPGiNvRSOti6ffCITNMCHHyZ9ubQqM2fK8+7d5VIKJYVa1OIYxxjNaFxxZStbKUtZetKTCCK0Dk9TaU7SiYmJVr/8SpGESGqRvP++trFoTd+KbkMbPPHUOBrlRcaMkT0+iYnQtq2cWGY1Ll2CjRvl5Z49tY3FgrniynCGc4YztKUtAsFsZlOEIoxjHE94onWImrDjDQnt1759cn10pkzQoYPW0WgnmmiWsARQXd2WTqeDGTOSZnq3bi0nllmF5BPGCqqtT1+lAAVYzGJ2spO3eZtoohnCEEpQgqUsRWBfvboqSdsh/WdG69ZgpTuOGsWv/EossRSjGJWprHU4yis4Osplxm3bwtOncrx6+XKto3qFp0/hZ9lbw4cfahuLlalMZfayl1/4hTzk4QpXaEMbqlGN/ezXOjyzUUnazkRHy80MwL67ugWC6UwHZDlQHWpipDVwcpLzKdq0kfmvTRsLn0ymJoy9FgcceI/3OMtZRjKSTGRiJzsJJphWtOIUp7QO0eRUkrYzCxfKLQGLFYMqVbSORjv72c9RjuKKK52x80ouVsbJCRYtkl8yExPlMO/48Ra6c5aaMGYUHnjwJV9yjnN0oQsOOPAnf1KKUnSlK1e4onWIJqOStB0RAqZOlZf79LHywhCvSd+KbktbsqEq5VkbR0eZ/wYPlj8PHgwffCBXLFgMNWHM6PKSl3nM4zjHaUlLEklkPvMpSlE+4iObnAmukrQd+ftvOHkSPDxsZq/5DHnAAxYj+/x70UvjaJSM0ukgJAR++EHumjV7tpybde+e1pH9S00YM5k3eZM/+IN97KM2tXnKUyYzmTd4g2EM4yEPtQ7RaCwiSU+dOpUCBQrg5uZGcHAw+/e/eFLArFmzqFq1qmEf6zp16rz09kqSKVPkeadOYM/VXRewgCc8oRSlqIBtbxVoDz76SM709vSE7dvluv9//tE4KDVhzCyCCGLzv//e5m1iiWUMYyhAAYYznHtYyje2jNM8SS9ZsoSBAwcycuRIDh06REBAAPXr1+f27dup3n7btm20b9+erVu3smfPHvz9/alXrx43btwwc+TW5cYN+PNPedme94xOJJGpyD5/NWHMdjRqBLt3wxtvwNWrULky/PSThuPUK1eqCWNmVJva7GMff/AHb/ImkUTyNV9TgAL8j/9xm9TziVUwWcHRNAoKChJ9+/Y1/JyQkCBy584tQtJYqPfZs2fC09NTzJ8/P023t9fa3SNGyLLBVatqHYm21ol1AoHIIrKIKBGldTiKkT14IESLFkn1vlu2FOLOHQ0CqVZNBjB0qAYPbt8SRIJYJpaJABFgqAmeSWQSn4hPxA1xw6iPZVG1u00hPj6egwcPUqdOHcN1Dg4O1KlThz179qTpGI8ePeLp06cv3CYzLi6OqKioFCd7ExcnC0GAfbeiAX7kR0AWL1EVxmyPt7csG/rdd3Iy9Z9/QqlSsG6dGYM4ckROAHFygt69zfjACshlW+/wDoc5zCpW8TZv85jHTGIShShEX/pylatah5lmmibpu3fvkpCQgK+vb4rrfX19CQ8PT9Mx/ve//5E7d+4UiT65kJAQvLy8DCd/f//Xjtva/Pab7HnLnRtattQ6Gu2c5SzrWIcOHX2x828rNkyng4EDZWW9EiUgPFx2h3fuDHfumCGAyZPl+TvvQJ48ZnhAJTU6dDSlKfvYx3rWU5nKxBHHT/zEG7xBRzpymMNah/lKmo9Jv45x48axePFi/vzzT9zc3FK9zZAhQ4iMjDScrl27ZuYotSUETJwoL3/0Ebi4aBuPlqYgZ841pjGFKaxxNIqplS0LBw/Cxx/LxL1ggUza8+ebcKz67l349Vd5+aOPTPQgSnro0FGf+uxgB1vZSm1qk0ACi1hEOcpRhzqsZ73FlhvVNEnnyJEDR0dHIiJSrm2LiIjAz8/vpfedMGEC48aNY+PGjZQuXfqFt3N1dSVLliwpTvYkNBSOH5fLrj74QOtotBNJJPOYB8BHqA9Pe5EpE0yaBHv2yG7ve/ega1eoUwfOnzfBA86eLceXypeHihVN8ABKRunQUYMabGYzBzlIBzrgiCOhhNKQhpSmNPOZTzyWtNhe4yTt4uJC+fLlCQ0NNVyXmJhIaGgoFV/yBv/mm2/46quvWL9+PYGBgeYI1WrpW9Hdu0PWrNrGoqU5zCGGGEpQgjqkPjSi2K7gYNmqHjcO3NxgyxaZtEeMgJgYIz3I06dySjnIVrQ9VwuycOUox6/8ykUuMoABZCYzJzhBV7pSkIKMZ7zlLN8y2ZS0NFq8eLFwdXUV8+bNE6dOnRIffPCB8Pb2FuHh4UIIId577z0xePBgw+3HjRsnXFxcxLJly8StW7cMp+jo6DQ9nj3N7j55Uk4w1emEuHBB62i0Ey/ihb/wFwjETDFT63AUjV24IETdukkzwHPnFmL+fCESEl7zwIsWyQP6+Ajx+LFRYlXM44F4IMaJcSKXyGWYEe4m3ER30V0cEodeeD9z5BPNk7QQQkyePFnky5dPuLi4iKCgILF3717D76pXry66dOli+Dl//vwCeO40cuTIND2WPSXp7t3lZ0arVlpHoq0FYoFAIHyFr3gs1IenIkRiohDLlwtRsGBSsg4MFGLnztc4YLly8kCjRxs1VsV84kScmCfmiXKinCFZIxCVRWWxWCwW8SI+xe3NkU90QlhkWXqTiYqKwsvLi8jISJsenw4Lk4Udnj2TRR7sdXhMIChDGY5xjK/5mqEM1TokxYI8eSLLio4ZI3eIA3j3Xflz0aLpONC2bVCzphwEDwuDHDlMEa5iJgLBXvYymcksZSnPeAZALnLRi158wAf44WeWfGLVs7uVF5swQSbomjXtN0EDbGITxziGO+70Rq1ZVVJyc4P//Q/OnZO7aul0sGwZvPmmnGh5/XoaDzRhgjzv1k0laBugQ0dFKrKIRYQRxkhG4ocft7jFSEbijz9taMN2tps+FtWStj23b0P+/LKVsHkz1K6tdUTaqUc9NrGJ/vQ3FDJRlBc5dgyGDoU1a+TPbm7Qv7/cZesF9ZLg1Cl46y2Z4c+dg8JqeZ8tiieeZSxjMpPZy155ZRTghWpJK+nz/fcyQQcFQa1aWkejnX/4h01swgEHBjBA63AUK1C6tNysY+dOud/6kyfw7bdQqBCMHSv3Yn/Od9/J8xYtVIK2YS640IEO7GEPhzlML3rhgYfJH1e1pG3Mw4eQL58cX1u5Epo10zoi7bSgBStZSSc6sYAFWoejWBkhZDnRIUNkCxvkfhnDhsmucTc34No1Ofnj6VPYtQsqVdI0ZsW8bkTdIK9XXtWSVtLu++9lgi5ZEpo00Toa7RzjGCtZiQ6dmiymZIhOJ8uJHj4si4gVKiTL6/bvLxvMU6fCk/E/yARdvbpK0HbIHPX/VZK2IffuySQNMHIkONjx/+4YxgDQmtYUp7jG0SjWzMEBOnSA06dlrZK8eeXWr/36QeGpA5hKH558NlzrMBUbZccf47bn229lK7pMGWjVSutotHOGMyxlKQDDGKZxNIqtcHGRm1pduPBvsvZ8yA3y0I+pFP6wlmxZP9E6SsXWqCRtIyIikjbfGT1ataIFgha0oBSltA5HsTGurtC7/UMuUISf6E3e7I+4cUMnW9aF5d/ho0daR6nYCjv+KLct48fLD4agIPseiz7FKX5F7kKkWtGKyUyZgmv0XXq/tYML19xSdIN/9BEUKCBngz98qHWgirVTSdoGhIUl1fUfPdq+6/qPYAQCQStaUZ7yWoej2KKHD5OWXQ0dimsmhxTd4AUKyH2rhw6V9QoGD5Y9XYqSESpJ24Dhw+XueNWrQ716WkejnUMcYjnL0aFjNKO1DkexVT/8IBP1m29CmzaGq11d5Zj1uXNy7+q33oKoKNnLlT8/9OkDly9rF7ZinVSStnJHjsgPBJCVCe25Fa3v3u5IR97iLY2jUWzSw4cpl1A4Oj53E2dn6NRJrq1euVJukxkXB9OmQZEi8neHD5s3bMV6qSRt5T7/XBZdaN8e7Hlr7Z3sZB3rcMKJL/lS63AUW/X99xAZKQsRvPvuS2/q4CCLCe3ZI/evrlsXEhLkmuty5WRd/TVrIDHRTLErVkklaSu2YQNs2iSXhowZo3U02hEIPuMzALrTnTd4Q+OIFJt07x5MmiQvf/llmpdQ6HQyIW/cCP/8I9dcOzrKjbOaNpW95jNmqBnhSupUkrZST5/CwIHycr9+ULCgtvFoaRnL2MtePPBQrWjFdEJC5CBzQAC0bJmhQ5QvL1vSly/DZ5+BlxecPQu9eslyvsOHQ3i4keNWrJpK0lZq6lS5+U6OHLKWsL2KI47BDAbgcz4nF7k0jkixSWFhMGWKvDxu3GsXIvD3h2++kaW/f/hBfsm+dw++/lom644d5T7w9rWzgpIalaStUESEnLMC8st91qzaxqOln/iJS1wiF7n4lE+1DkexVSNHytlfNWpA/fpGO6ynp1xXff683Me6UiXZS7ZoEVSuLMeu58xRXeH2TCVpKzR4sOx1CwyE7t21jkY797jHV3wFwFd8ZZZt4xQ7dPIk/PKLvDxunEmWUDg6wjvvyI20Dh6Uf9dubnL1xvvvy0Ipn34q12Ir9kUlaSuzZw/MmycvT5li3+U/hzGMBzygFKXoSletw1Fs1ZAhcgp2q1ZyPZWJ6VvP168n7WX94AFMnCiXcDVsCH/+KVvciu1T+0lbkadP5R/wiRPQtSvMnat1RNo5xCECCUQg2M52qlFN65AUWxQaCnXqyKbuiRNQ3Pw7qiUmwvr18kv5+vVJ49S+vvJzoEcPmbwV8zNHPrHjdpj1mTBBfk7kyCG/YdurRBLpRz8Egg50UAlaMY2EBBgwQF7u21eTBA2yt6xRI1i7Vo5dDx4sE3REhKxmVrSoHCr/9Vd4/FiTEBUTUi1pK3H+PJQqJeeuLFggqxbZq/nMpytd8cCDs5wlD3m0DkmxRTNnwocfypmZFy5AtmxaR2Tw9Cn89RfMmiVb1/qCKFmzypnhXbvKXjd7rkBoDqolrQCye6tXL5mg69aVf4T26h73DIVLRjBCJWjFNCIjk9Y2fvmlRSVokKVHW7SQifrKFRg1Si7devBAdosHBsqiaOPHy7FtxXqpJG0FZsyQZQUzZZL1f+352/EgBnGHO7zFW3zCJ1qHo9iq0aPlVlbFisldMyyYvz+MGAGXLslWdbt2cmb4qVOyazxfPvnlfsECiInROlolvVR3t4W7eFEWOIqNlUUPPvpI64i0s4Ut1KY2OnTsYhcVqah1SIotOnZM9hUnJMC6ddCggdYRpVtkpFx3/csv8PffSdd7eMhJ6h06QO3askWuZJw58olK0hYsIUHW/N2xQ04MCQ213yVXj3lMKUpxkYv0oQ9Tmap1SIotSkyEqlVlua9334WlS7WO6LVdvgwLF8qEnXyddfbs8im2ayefciobeimvoJK0CVhTkv7uOxg0CDJnll/u7bk+9+d8zrd8Sx7ycIpTZMGy/+8UKzV3rqwk4uEBZ87IKiI2QgjYu1dWM/v9d7h9O+l3uXPLrbHbtYOgIPseUksPlaRNwFqS9KFDUKGCnMU5YwZ88IHWEWlnN7upQhUEgpWspBnNtA5JsUV378plVvfuyfWOn9pumdlnz+QuXIsXw/LlcptsvQIFZPWzVq3kZ5C99t6lhUrSJmANSTo6Wu6Wc/683Gxn+XL7/WYbSyxlKMMFLtCFLsxjntYhKbbqvfdkv3DJkvJbsp0M2MbHy200f/sNVq6U81/0/PzkLPJWreSQm528JGmmkrQJWEOS7tJFjh/5+8vavRa2+sOs+tOfKUwhL3k5znG88dY6JMUWrV0LjRvLZuOePbLP1w49eiTnyv35J6xeLfcI0PP2hmbNZMOhXj1wd9csTIuhkrQJWHqSnj9fFiJwcJDdUVWrah2RdjawgQY0MFyuRz2NI1JsUlSUbD1fuyY3af/uO60jsgjx8XLp559/wooVKcew3d1lDfEWLeR59uxaRaktlaRNwJKT9OHDcqu6J09kcYIRI7SOSDvhhBNAALe5rWZzK6bVp48sQFCoEBw/rpqIqUhIkBPe//hDnsLCkn7n4AAVK8qOiCZN5Pcdexmes4uKY1OnTqVAgQK4ubkRHBzM/v37X3jbkydP8s4771CgQAF0Oh2TJk0yX6Amdv++nKzx5Ims06svdmSPEkmkM525zW1KUYoJTNA6JMVWbdwoEzTIGpsqQafK0VH26n3/vaxwdvAgfPGFLFWcmCi32PziCyhdGvLnl/Vf/vpL7YNtDJom6SVLljBw4EBGjhzJoUOHCAgIoH79+txO3q+SzKNHjyhUqBDjxo3Dz8/PzNGaTkKCLPV5+bL8Mr9woX3PqJzABDaxiUxkYjGLyUQmrUNSbNH9+9Ctm7zcrx/UqqVtPFZCp5O1XsaMkUtDr16Fn36SLWk3NzlqMH26bFVnzy6vnzZNJnclA4SGgoKCRN++fQ0/JyQkiNy5c4uQkJBX3jd//vzi+++/T/djRkZGCkBERkam+76mMnCgECBEpkxCHDmidTTa2i62C0fhKBCImWKm1uEotqxdO/mHV6yYELGxWkdjE2JjhVizRojevYXIl0++vMlPRYoI0bevECtXCmFBH8EZZo584qTVl4P4+HgOHjzIkCFDDNc5ODhQp04d9uzZo1VYZjdrltzMHWQdhYAAbePR0k1u0oY2JJBABzrwPu9rHZJiqxYtkouEHR1lUWvVzW0U7u6y5dy4sUzLJ07Ibu+//pKT5s+fl6epU8HJSa7DrldPngIDVdWz1GiWpO/evUtCQgK+vr4prvf19eXMmTNGe5y4uDji4uIMP0clX1Ogsa1b5ZwVkBPF2rbVNh4tPeUpbWhDBBGUpCQzmYkOO5l9opjX+fNyC0qA4cPh7be1jcdG6XRyzLpUKbnRR2SkXLGycaM8XbgAO3fK04gRcolX7doyYdeuLYf+7GUC2stolqTNJSQkhFGjRmkdxnOOH5frDZ89g/bt5WeFPRvAAHaxiyxk4Q/+wAMPrUNSbFFcnPw2HBMD1arB0KFaR2Q3vLygeXN5AjkHZ9MmmbBDQ2XVs+XL5QlknYiaNeWpRg1ZCc0eaTY9KUeOHDg6OhIREZHi+oiICKNOChsyZAiRkZGG07Vr14x27Iy6elVurBMZCVWqwJw59v2Nceq//3ToWMACilBE65AUWzVokFzrmD277PJ2svl2isUqWFCWO162TO4KumeP7FGsUkVWNrt2TRZ16tZN3rZgQVlWfcEC+9ojW7Mk7eLiQvny5QkNDTVcl5iYSGhoKBUrGm8LQldXV7JkyZLipKW7d6F+fbh5U64nXLVK7hNtrzaxiY/5GIAQQlRdbsV0liyBKVPk5V9+gTx5tI1HMdCPT48YIXf9e/BAtrCHDJHXOzrK2eFz50LnzrKVXaSITPILFshWua1W/ND0a+TAgQPp0qULgYGBBAUFMWnSJGJjY+n277KIzp07kydPHkJCQgA52ezUqVOGyzdu3ODIkSNkzpyZwoULa/Y80urBAznecvasfJOtWwdZs2odlXZOcpLWtCaBBDrTmc/5XOuQFFt17JhshgF8/rksRqBYLA8PqFtXnkDuZ7Brl5zHs3WrXKd94YI8zZolb5M7t2yFV6ki13SXKmUjE9FMNm88jSZPnizy5csnXFxcRFBQkNi7d6/hd9WrVxddunQx/Hz58mUBPHeqXr16mh9PqyVYkZFCBAXJZQg5cwpx+rRZH97ihIkwkVfkFQhEZVFZPBFPtA5JsVX37glRsKD846tbV4hnz7SOSHlNDx8KsXq1EIMGCVGhghDOzs8v9/L0FKJ+fSG++kqIrVtNs8rOHPlElQU1g+ho+cV95065Wca2bfJbnr16wAOqUIVTnKIEJdjBDrJjp8V/FdN69kz+8W3aJAc1//nHvnessVGPHsGBA0mzxXfvTrk5CMgu9fLlZUu7UiXZjZ479+s9rqrdbQLmTtIPHsgC9Pv2ydmNW7bIaj32KpZY6lOfXewiN7nZwx7ykU/rsBRbJIRc4zh9ulzAu3u3fRcisCMJCXKNtj5p79gBN248f7u8eWWyrlABgoNlEk/PHCGVpE3AnEn6zh05Bq3fbnLDBrlg31495jFNaMIWtuCFFzvYQSnsuEtBMa3vv5e7Wul0cisn/dofxe4IITcF0SfsvXvlMtjExJS3c3KS9ceTJ+4iRV68+kYlaRMwV5IOC5PLrE6fBh8f2LzZvru444mnJS1Zy1oyk5lNbKICFbQOS7FVK1ZAq1by0/m772SyVpRkYmLkBLS9e5NO4eHP3y5bNrm9eIUKsu5NYKD8TAeVpE3CpC/qs2dw4QLH1l6n4egK3IzMTF73e2wuP5hi8cflwMnTp/J2jo5yMWCmTPJ//L+nIkWgRAmwsO00M+IJT2hDG1azmkxkYh3rqE51rcNSbNXff8surLg4WVls2jT7LkSgpIkQcm323r1yeHLvXpnEkxWsNMiXTybsUqWi+PJLlaSNymhJ+ulT2L9fno4dk6eTJwmNq0wr/iAKL97iBOtpQF5SGQxJK39/ePNNeQoIkDMeChe2mg+dRzyiJS3ZyEbccGMlK6lHPa3DUmzV0aOyklhUFDRrJstXqYIlSgbFx8uPdn3i/ucfuYQ2KWtGASpJG1WGk7S+WnxoqOy73r5d9pckM4MP6MtUEnCiao7TrGzzK1kLZZX9JVmzQubMsvXs5CRnNjx9Ko9x5w7cvp10unVLvhNu3Uo9Fh8fmawrVZJTFQMD5XEtTDTRNKMZ29iGO+6sZjW1UNsBKiZy/rxcIBsRIRP1+vX2XSlIMYmoKNnCPnAAdu+OYuVKlaSNKl1JOjFRzghdskR+I/9v0syeHapU4Vnpcnx6sAM/rpUFVTp2hNmz5d6qr+X+fTmofeoUnDwp3xX//CO/3iXn4SE/lGrXlqfSpTXfkDqCCBrRiEMcwhNP1rGOylTWNCbFhl24IAs837ghe5y2b5fLKRTFhNSYtAm88kUVQibCJUvkKXmR2EyZkpJhnToQEED4bQfatpXDYCA3Qh8yxIS90U+eyK9xu3fLEjw7dshknlz27LIqvT5pm7l7/AIXqE99LnGJnORkLWsJxI6ntSumdfGiTNDXr8thoa1bk2b2KIoJqSRtAi98UaOiYOFC+Okn2WrV8/SEFi2gXTuZ8FxdDb/auRPatJENbE9PmD9f7mxlVomJchxuyxbZFf/33xAbm/I2/v5JCbtWrddfwf8SO9lJK1pxhzsUohAb2EBhLL9kq2Klzp6VX5ivX5cTLbduhf9sf6sopqKStAk896IePy5nfy5YkDTGnCkTNG0qE3PDhs/1WyckwNixcseWhAT55f2PP6BYMQ2e0H/Fx8tu8dBQedqzR459J1e8OFSsKNeElSwpKzHlzfva/fPzmc8HfEA88ZSjHH/xF34Yb0czRUnh8GG5W82dOzJBb9kCRtxBT1FeRSVpEzC8qMuWkWXyZDl2pVesmKxQ1Lmz3IE8FdeuwXvvJd2tY0dZ0ChzZtPHniGxsbJbXJ+0Dx168XYx2bLJcTxPT3BxSbrdf89B9ih4eYG3N8/y+DKk/TEmBG4DoJVoyS+6BWpPaMV0duyAJk1kD1i5cnKSWM6cWkel2BmVpE3A8KICWUCuV27ZUibnGjVeOHabmCh3W/nsM1mLO3Nm2TP+3ntmDN4YHjyQ3zCOHJG9CKdOyQ2uHz/O0OEifKDdYthWU/489GsYHeKGQ5lysmu9Vi3Zan/tWXSK8q8lS6BLF7mAtWpVWL1aTRJTNKGStAkYXlR3d7L06gUDBsiu3pe4dAnef18Od4HMOb/8Iudj2QQh5OSz8HD5DSQqShZc0Uv+xUWnk7ePi2OH637aV/mJG56RZH7sxNwv8/Hu5FvPJ3xXV7lcrHZtOb7/5ptWs85bsSBCwDffwODB8ufmzWHRIlmXW1E0oJK0CRhe1MuXyVKgwEtvm5Ag94j/4gtZLMzdXY5F9+tnI/uUZtAznvE1X/MVX5FIIsUpzh/8QQlKyBftwgU5+1w/me2/S9eKF4fWreHdd+W4uErYyqs8eQK9e8O8efLnjz6CiRPt+w9R0ZxK0iaQ1hd13z74+GN5DnJF0+zZUKiQmQK1UBe4QFe6sotdAHShC5OZjCeeqd9BCDh3TibstWth48aU67yLFIH27eU8gDfeMMMzUKzOzZtySGr/frn+f+JE+cepKBpTSdoEXvWiXr8u1zkvXCh/9vSEb7+Fnj01rw+iqUQS+Ymf+B//4xGP8MST6UynAx3Sd6DISFizBpYulZN9khfGrVYNunaVLWzPFyR9xb5s2SJnZ4aHy6p9v/8ul1wpigVQSdoEXvSiPnokk/H48UlDql27yuIkJlxWbBVOcII+9GEHOwCoSU3mMIeCFHy9A0dHw6pVcoB/06ak2ePu7jJR9+olt55R3eH259kzGD0avv5avi9KlZI7W9l7V5ZiUVSSNoH/vqhxcTB3rvws0G8KXqUKTJokNwC3Z9FEM4pRTGISCSTgjjvjGU8f+uCAkbsVrl+Xa9XnzZPd43oBAXIssmNHC17nphjVxYty9vYuOaRCz57yD1JNEFMsjErSJqB/USMiIlm6NAvjxiVV/ixQQLam33nHvhtvAsEylvEJn3CTmwC0pCWTmEQ+8pn4wYXccmbmTFi8WE4YAtn93amTnDBUvLhpY1C0IYRc5zhwoFzf7+kJM2bIOQuKYoFUkjYB/Yvq5xdJeLh8UXPnlqs6evZUy3kPcYj/8T82sxmAN3iDyUymIQ3NH8z9+7LW6vTpKVvXTZrAp59C9er2/W3Klly8KPd+Dg2VP1evLntVXrECQ1G0ZI4kbbdTocLD5fLoqVPl50P//vadoE9zmta0pjzl2cxmXHHlS77kBCe0SdAgK6ANGABnzsjtQZs3l0l5zRo53T4wEH777fmyp4r1iI+XE0FKlpQJ2s0NvvtOThhTCVpR7LclPXFiJH36ZEm+X4ZdusIVRjGKX/iFRBLRoaMjHRnFKAphgZN0zp2D77+XrSx9V3iBAjBsmFzGZYH7aisvsH69XEql7yWpXVt2b6uleIqVUN3dJmCOF9UanOIUE5nIL/zCU2RLtAUt+IqvKElJjaNLgzt35MYoU6bIyyBn/g4fLseunZy0jU95sYMH5f/TunXyZx8fWUmsc2c1fKFYFdXdrRiVQLCVrTSmMW/xFnOYw1OeUpva7GUvf/KndSRokJspjBgBV67AhAny50uXoFs3uSPSggWy+pliOU6cgFat5DDFunXyi9TAgbIl3aWLStCKkgqVpO3AIx7xC78QSCC1qMVa1qJDR0taspOdbGYzwQRrHWbGuLvLSWSXL8vWWI4csixp585Qpgz89deLd/1SzOPcOejQAUqXhj//lMm4Uye5uct336nNMRTlJVR3tw07xCFmM5tFLCKSSAAykYludOMTPqEIRTSO0ARiYmQX+DffyB2/QM4UHj8egq30i4g1EkLutjZpkixYo/+YefdduRH7m29qGp6iGIMakzYBW0/SEUSwlKX8zM8c5rDh+gIU4H3e50M+JAc5NIzQTB48gJAQ+PHHpNKj774rd0gpYoNfTizFkydyxv2kSXDsWNL1TZvKCmJlymgVmaIYnUrSJmCLSTqccJaznKUs5W/+RiD/S11woRWt6EEPalHL+FXCrMG1a3Lsev582ZpzcpIL4keOBF9fraOzDULA0aNyHsCCBUkT+dzd5VizKkCj2CiVpE3AFpK0QHCKU6xnPatYxQ52GBIzwNu8TUc60olOZCe7hpFakOPH5c4pf/0lf/bwgEGD5Hi22swjY65fl/s5L1ggJ4Xp5csn93N9/325KYai2CiVpE3AWpP0Ax6whS2s//ffda6n+H0wwbSmNe/yLvnJr1GUVmD7dvj8c7ntIcjlPyNGwAcfqDXWaXH2rCwms3o1/P130lizq6vs0n7vPWjUSC2BU+yCStImYA1JWiAII4ydyf6d5GSK1rIbbtSgBg1oQEtamr6mti0RApYvhy++gPPn5XWFC8stz1q3VkuBknv8GHbvlj0Qa9YkvV56VavKxNy6NXh7axKiomhFJWkTsLQkLRBc5jJHkv07xCFucOO52xanOA3+/VeNamQikwYR25CnT2H2bDnbOCJCXleqlCxF2r69fdaJjY2FPXtkj8P27bBvnyzdqefsDDVqyFZzs2aQX/XaKPZLJWkT0CJJCwT3uMclLnGBC5znvOH8DGcMy6OSc8KJcpSjyr//KlEJX9REJ5OIiYGJE+UWaDEx8jofHznpqWtX210u9PixnIF96FDS6dgxuZdzcrlyQf36cmOTevXUGL6i/MtukvTUqVP59ttvCQ8PJyAggMmTJxMUFPTC2y9dupThw4dz5coVihQpwvjx42nUqFGaHkv/ooZHhhObJZYoonjCE+KIM5zHE5/qfXU83w36lKdEE00MMYbzSCIJJ5xb//6LIMJQejM1LrhQkpKUSfavPOVxR+2fa1YPHsiW9Y8/Ju1fCnJj8aZNZZIqWxYcrGyW/MOHciz57Fm5WYn+dO5c6lXZ/P3l2nL9qXBhNQSgKKmwiyS9ZMkSOnfuzPTp0wkODmbSpEksXbqUs2fP4uPj89ztd+/eTbVq1QgJCaFJkyYsWrSI8ePHc+jQIUqWfHVJS/2LSiRg5t7u3OSmCEUoTGHDeVGKUpziOKMmLVmMp0/lGOy8efI8ecsya1aoWFGeAgLgrbfkBh9aJO4nT+Ryp+SnW7fg6lUIC0s6f/jwxcfw8ZFfQsqVSzrlz6+SsqKkgV0k6eDgYN5++22mTJkCQGJiIv7+/vTv35/Bgwc/d/u2bdsSGxvLmjVrDNdVqFCBMmXKMH369Fc+XvIk7ZbFDW+8yUQmXHHF7d9/zjg/12pOPmkrOUcc8fz3X2YyGy774kuuZP988cUFl/S8NIoluH1bTphaswY2bUrqDk/OxQX8/GS3sP7k5ye7hT085MndXZ67usqZz/qTo6M8RnQ0REU9f/7fyw8eJCXk1GJ5kdy55VrlYsXkefHi8gtG7twqIStKBpkjSWu6TiI+Pp6DBw8yZMgQw3UODg7UqVOHPXv2pHqfPXv2MHDgwBTX1a9fnxUrVqR6+7i4OOL0FaeQLyrAVa7ij3+qXdiKYuDjA927y9PTp7Jox+7dckLViROy2zg+XrZYw8LMH5+Tk9xcRH/y9ZUt4fz55Xpl/XnmzOaPTVGU16Zpkr579y4JCQn4/qfyk6+vL2fOnEn1PuHh4anePjw8PNXbh4SEMGrUqOeu98ZbJWglfZyd5Q5OgYFJ1z17BjduyG7m5KeICNnSjY2FR4/keWysTOjPnslTQoI8F0K2urNkef78v9d5eyclZB8fuTmFagkris2y+YoDQ4YMSdHyjoqKwt/fX8OIFJvi5JTUclUURTEyTZN0jhw5cHR0JEK/RvVfERER+Pn5pXofPz+/dN3e1dUVV1dX4wSsKIqiKGak6VoSFxcXypcvT2hoqOG6xMREQkNDqVixYqr3qVixYorbA2zatOmFt1cURVEUa6V5d/fAgQPp0qULgYGBBAUFMWnSJGJjY+nWrRsAnTt3Jk+ePISEhADw8ccfU716db777jsaN27M4sWL+eeff5g5c6aWT0NRFEVRjE7zJN22bVvu3LnDiBEjCA8Pp0yZMqxfv94wOSwsLAyHZGtQK1WqxKJFixg2bBhffPEFRYoUYcWKFWlaI60oiqIo1kTzddLmZmm1uxVFURTrZI58YmX1DRVFURTFfqgkrSiKoigWSiVpRVEURbFQKkkriqIoioVSSVpRFEVRLJRK0oqiKIpioVSSVhRFURQLpXkxE3PTLwvXb1mpKIqiKBmhzyOmLDdid0n63r17AGonLEVRFMUo7t27h5eXl0mObXdJOlu2bIAsN2qqF9Wa6LfuvHbtmt1XYFOvRRL1WiRRr0US9VqkFBkZSb58+Qx5xRTsLknr64B7eXmpN1kyWbJkUa/Hv9RrkUS9FknUa5FEvRYpJd9fwujHNtmRFUVRFEV5LSpJK4qiKIqFsrsk7erqysiRI3F1ddU6FIugXo8k6rVIol6LJOq1SKJei5TM8XrY3VaViqIoimIt7K4lrSiKoijWQiVpRVEURbFQKkkriqIoioWyiSQ9depUChQogJubG8HBwezfvz9N91u8eDE6nY4WLVqkuF4IwYgRI8iVKxeZMmWiTp06nD9/3gSRG5+xX4uuXbui0+lSnBo0aGCCyI0vPa/FvHnznnuebm5uKW5jze8LMP7rYS/vDYCHDx/St29fcuXKhaurK0WLFmXt2rWvdUxLYezX4ssvv3zufVG8eHFTPw2jSM9rUaNGjeeep06no3HjxobbGOUzQ1i5xYsXCxcXF/Hzzz+LkydPip49ewpvb28RERHx0vtdvnxZ5MmTR1StWlU0b948xe/GjRsnvLy8xIoVK8TRo0dFs2bNRMGCBcXjx49N+Exenyleiy5duogGDRqIW7duGU7379834bMwjvS+FnPnzhVZsmRJ8TzDw8NT3MZa3xdCmOb1sJf3RlxcnAgMDBSNGjUSO3fuFJcvXxbbtm0TR44cyfAxLYUpXouRI0eKt956K8X74s6dO+Z6ShmW3tfi3r17KZ7jiRMnhKOjo5g7d67hNsb4zLD6JB0UFCT69u1r+DkhIUHkzp1bhISEvPA+z549E5UqVRKzZ88WXbp0SZGYEhMThZ+fn/j2228N1z18+FC4urqK3377zSTPwViM/VoIIVK9zhqk97WYO3eu8PLyeuHxrPl9IYTxXw8h7Oe9MW3aNFGoUCERHx9vtGNaClO8FiNHjhQBAQHGDtXkXvf/8Pvvvxeenp4iJiZGCGG8zwyr7u6Oj4/n4MGD1KlTx3Cdg4MDderUYc+ePS+83+jRo/Hx8aFHjx7P/e7y5cuEh4enOKaXlxfBwcEvPabWTPFa6G3btg0fHx+KFStG7969DZuUWKqMvhYxMTHkz58ff39/mjdvzsmTJw2/s9b3BZjm9dCzh/fGqlWrqFixIn379sXX15eSJUsyduxYEhISMnxMS2CK10Lv/Pnz5M6dm0KFCtGxY0fCwsJM+lxelzH+D+fMmUO7du3w8PAAjPeZYdVJ+u7duyQkJODr65viel9fX8LDw1O9z86dO5kzZw6zZs1K9ff6+6XnmJbAFK8FQIMGDfjll18IDQ1l/PjxbN++nYYNGz73R2lJMvJaFCtWjJ9//pmVK1eycOFCEhMTqVSpEtevXwes930Bpnk9wH7eG5cuXWLZsmUkJCSwdu1ahg8fznfffcfXX3+d4WNaAlO8FgDBwcHMmzeP9evXM23aNC5fvkzVqlWJjo426fN5Ha/7f7h//35OnDjB+++/b7jOWJ8ZdrXBRnR0NO+99x6zZs0iR44cWoejqbS+Fu3atTNcLlWqFKVLl+aNN95g27Zt1K5d2xyhmkXFihWpWLGi4edKlSpRokQJZsyYwVdffaVhZNpIy+thL++NxMREfHx8mDlzJo6OjpQvX54bN27w7bffMnLkSK3DM6u0vBYNGzY03L506dIEBweTP39+fv/995f22FmzOXPmUKpUKYKCgox+bKtO0jly5MDR0ZGIiIgU10dERODn5/fc7S9evMiVK1do2rSp4brExEQAnJycOHv2rOF+ERER5MqVK8Uxy5QpY4JnYRymeC3eeOON5+5XqFAhcuTIwYULFyz2gzi9r0VqnJ2dKVu2LBcuXACw2vcFmOb1SI2tvjdy5cqFs7Mzjo6OhutKlChBeHg48fHxRnl9tWCK18LFxeW5+3h7e1O0aNGXvne09jr/h7GxsSxevJjRo0enuN5YnxlW3d3t4uJC+fLlCQ0NNVyXmJhIaGhoilaAXvHixTl+/DhHjhwxnJo1a0bNmjU5cuQI/v7+FCxYED8/vxTHjIqKYt++fake01KY4rVIzfXr17l3716KN52lSe9rkZqEhASOHz9ueJ7W+r4A07weqbHV90blypW5cOGC4UsswLlz58iVKxcuLi5GeX21YIrXIjUxMTFcvHjR5t4XekuXLiUuLo5OnTqluN5onxlpnmJmoRYvXixcXV3FvHnzxKlTp8QHH3wgvL29DctF3nvvPTF48OAX3j+1Garjxo0T3t7eYuXKleLYsWOiefPmVrHUxtivRXR0tBg0aJDYs2ePuHz5sti8ebMoV66cKFKkiHjy5Impn85rSe9rMWrUKLFhwwZx8eJFcfDgQdGuXTvh5uYmTp48abiNtb4vhDD+62FP742wsDDh6ekp+vXrJ86ePSvWrFkjfHx8xNdff53mY1oqU7wWn376qdi2bZu4fPmy2LVrl6hTp47IkSOHuH37ttmfX3pk9POzSpUqom3btqke0xifGVafpIUQYvLkySJfvnzCxcVFBAUFib179xp+V716ddGlS5cX3je1JJ2YmCiGDx8ufH19haurq6hdu7Y4e/asiaI3LmO+Fo8ePRL16tUTOXPmFM7OziJ//vyiZ8+eFv/Bo5ee1+KTTz4x3NbX11c0atRIHDp0KMXxrPl9IYRxXw97em8IIcTu3btFcHCwcHV1FYUKFRJjxowRz549S/MxLZmxX4u2bduKXLlyCRcXF5EnTx7Rtm1bceHCBXM9ndeS3tfizJkzAhAbN25M9XjG+MxQu2ApiqIoioWy6jFpRVEURbFlKkkriqIoioVSSVpRFEVRLJRK0oqiKIpioVSSVhRFURQLpZK0oiiKolgolaQVRVEUxUKpJK0oiqIoFkolaUWxAV9++aVFbfSh0+lYsWJFuu+n3+TG1Nsa3r17Fx8fnxRbbyqKJVJJWlHSaPr06Xh6evLs2TPDdTExMTg7O1OjRo0Ut922bRs6nY6LFy+aOUrzMvaXgyFDhtC/f388PT2NdszU5MiRg86dO9vdVpOK9VFJWlHSqGbNmsTExPDPP/8YrtuxYwd+fn7s27ePJ0+eGK7funUr+fLlS3W7TyV1YWFhrFmzhq5du5rl8bp168avv/7K/fv3zfJ4ipIRKkkrShoVK1aMXLlysW3bNsN127Zto3nz5hQsWJC9e/emuL5mzZoALFiwgMDAQDw9PfHz86NDhw7cvn0bkNvh5c2bl2nTpqV4rMOHD+Pg4MDVq1cBePjwIe+//z45c+YkS5Ys1KpVi6NHj7403tmzZ1OiRAnc3NwoXrw4P/30k+F3V65cQafT8ccff1CzZk3c3d0JCAhgz549KY4xa9Ys/P39cXd3p2XLlkycOBFvb28A5s2bx6hRozh69Cg6nQ6dTse8efMM97179y4tW7bE3d2dIkWKsGrVqpfG+/vvvxMQEECePHkM182bNw9vb282bNhAiRIlyJw5Mw0aNODWrVuG23Tt2pUWLVowduxYfH198fb2ZvTo0Tx79ozPPvuMbNmykTdvXubOnZvi8d566y1y587Nn3/++dK4FEVLKkkrSjrUrFmTrVu3Gn7eunUrNWrUoHr16obrHz9+zL59+wxJ+unTp3z11VccPXqUFStWcOXKFUNr0cHBgfbt27No0aIUj/Prr79SuXJl8ufPD0Dr1q25ffs269at4+DBg5QrV47atWu/sBX466+/MmLECMaMGcPp06cZO3Ysw4cPZ/78+SluN3ToUAYNGsSRI0coWrQo7du3N3Tn79q1i169evHxxx9z5MgR6taty5gxYwz3bdu2LZ9++ilvvfUWt27d4tatW7Rt29bw+1GjRtGmTRuOHTtGo0aN6Nix40tbrTt27CAwMPC56x89esSECRNYsGABf//9N2FhYQwaNCjFbbZs2cLNmzf5+++/mThxIiNHjqRJkyZkzZqVffv20atXLz788MPnxqCDgoLYsWPHC2NSFM2lcycvRbFrs2bNEh4eHuLp06ciKipKODk5idu3b4tFixaJatWqCSGECA0NFYC4evVqqsc4cOCAAER0dLQQQojDhw8LnU5nuH1CQoLIkyePmDZtmhBCiB07dogsWbI8t0/zG2+8IWbMmCGEEGLkyJEiICAgxe8WLVqU4vZfffWVqFixohBCiMuXLwtAzJ492/D7kydPCkCcPn1aCCG3HGzcuHGKY3Ts2FF4eXkZfv7v4+oBYtiwYYafY2JiBCDWrVuX6msihBABAQFi9OjRKa6bO3euAFJsdTh16lTh6+tr+LlLly4if/78IiEhwXBdsWLFRNWqVQ0/P3v2THh4eIjffvstxfEHDBggatSo8cKYFEVrqiWtKOlQo0YNYmNjOXDgADt27KBo0aLkzJmT6tWrG8alt23bRqFChciXLx8ABw8epGnTpuTLlw9PT0+qV68OyDFYgDJlylCiRAlDa3r79u3cvn2b1q1bA3D06FFiYmLInj07mTNnNpwuX76c6sS02NhYLl68SI8ePVLc/uuvv37u9qVLlzZczpUrF4ChK/7s2bMEBQWluP1/f36Z5Mf28PAgS5YshmOn5vHjx7i5uT13vbu7e4qx/Vy5cj13nLfeegsHh6SPM19fX0qVKmX42dHRkezZsz93v0yZMvHo0aM0PydFMTcnrQNQFGtSuHBh8ubNy9atW3nw4IEh4ebOnRt/f392797N1q1bqVWrFiATZv369alfvz6//vorOXPmJCwsjPr16xMfH284bseOHVm0aBGDBw9m0aJFNGjQgOzZswNyBvl/x8L19OPDycXExAByPDk4ODjF7xwdHVP87OzsbLis0+kAOU5uDMmPrT/+y46dI0cOHjx4kKbjCCFeeZu0PP79+/fJmTPni5+EomhMJWlFSaeaNWuybds2Hjx4wGeffWa4vlq1aqxbt479+/fTu3dvAM6cOcO9e/cYN24c/v7+AClmh+t16NCBYcOGcfDgQZYtW8b06dMNvytXrhzh4eE4OTlRoECBV8bn6+tL7ty5uXTpEh07dszw8yxWrBgHDhxIcd1/f3ZxcSEhISHDj5Fc2bJlOXXqlFGOlVYnTpx4bvmcolgS1d2tKOlUs2ZNdu7cyZEjRwwtaYDq1aszY8YM4uPjDZPG8uXLh4uLC5MnT+bSpUusWrWKr7766rljFihQgEqVKtGjRw8SEhJo1qyZ4Xd16tShYsWKtGjRgo0bN3LlyhV2797N0KFDU034ICdthYSE8OOPP3Lu3DmOHz/O3LlzmThxYpqfZ//+/Vm7di0TJ07k/PnzzJgxg3Xr1hla3Pq4L1++zJEjR7h79y5xcXFpPv5/1a9fnz179hgt6b/Ko0ePOHjwIPXq1TPL4ylKRqgkrSjpVLNmTR4/fkzhwoXx9fU1XF+9enWio6MNS7UAcubMybx581i6dClvvvkm48aNY8KECaket2PHjhw9epSWLVuSKVMmw/U6nY61a9dSrVo1unXrRtGiRWnXrh1Xr15N8fjJvf/++8yePZu5c+dSqlQpqlevzrx58yhYsGCan2flypWZPn06EydOJCAggPXr1zNgwIAU48bvvPMODRo0oGbNmuTMmZPffvstzcf/r4YNG+Lk5MTmzZszfIz0WLlyJfny5aNq1apmeTxFyQid+O/gjqIoygv07NmTM2fOmGzZ0tSpU1m1ahUbNmwwyfGTq1ChAh999BEdOnQw+WMpSkapMWlFUV5owoQJ1K1bFw8PD9atW8f8+fNTFEUxtg8//JCHDx8SHR1t0tKgd+/epVWrVrRv395kj6EoxqBa0oqivFCbNm3Ytm0b0dHRFCpUiP79+9OrVy+tw1IUu6GStKIoiqJYKDVxTFEURVEslErSiqIoimKhVJJWFEVRFAulkrSiKIqiWCiVpBVFURTFQqkkrSiKoigWSiVpRVEURbFQKkkriqIoioVSSVpRFEVRLNT/AUYtWPLa9dFaAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:03:19.678399Z", + "start_time": "2025-10-29T14:03:19.523112Z" } - ], + }, "source": [ "fig, ax = plt.subplots(1, 1, figsize=(5, 4), tight_layout=True)\n", "\n", @@ -354,7 +366,23 @@ "ax.legend()\n", "\n", "plt.show()" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 30 }, { "cell_type": "markdown", @@ -365,20 +393,12 @@ }, { "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 31 } ], "metadata": { diff --git a/ParameterScan.ipynb b/ParameterScan.ipynb index 57908cc3..192e9f94 100644 --- a/ParameterScan.ipynb +++ b/ParameterScan.ipynb @@ -18,7 +18,7 @@ "\n", "This example will also provide a walkthrough of Tidy3D's [Job](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Job.html) and [Batch](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Batch.html) features for managing both individual simulations and sets of simulations.\n", "\n", - "> Note: as of version `1.8`, the [tidy3d.web.run_async](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.asynchronous.run_async.html) function handles the same functionality as the batch, with a simpler syntax. As such, it could be a good alternative for parameter scan depending on how your script is set up.\n", + "> Note: as of version `2.10`, the [tidy3d.web.run](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.run.run.html) unifies the submission of a single simulation as well as any nested combination of lists, tuples, and dictionaries of them, handling the same functionality as the batch, with a simpler syntax. As such, it could be a good alternative for parameter scan depending on how your script is set up.\n", "\n", "Additionally, we will show how to do this problem using `tidy3d.plugins.design`, which provides convenience methods for defining and running parameter scans, which has a full tutorial [here](https://www.flexcompute.com/tidy3d/examples/notebooks/Design/).\n", "\n", @@ -383,8 +383,8 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:13:44 -03\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'CouplerVerify'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + "\u001B[2;36m12:13:44 -03\u001B[0m\u001B[2;36m \u001B[0mCreated task \u001B[32m'CouplerVerify'\u001B[0m with task_id \n", + "\u001B[2;36m \u001B[0m\u001B[32m'fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe'\u001B[0m and task_type \u001B[32m'FDTD'\u001B[0m. \n" ] }, "metadata": {}, @@ -399,9 +399,9 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=624063;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=4405;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[32m-d5f43711-3a7\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[32m2-4261-a06c-b6575e0f33fe'\u001b[0m\u001b]8;;\u001b\\. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mView task using web UI at \n", + "\u001B[2;36m \u001B[0m\u001B]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[32m'https://tidy3d.simulation.cloud/workbench?\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=624063;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[32mtaskId\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[32m=\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=4405;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[32mfdve\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[32m-d5f43711-3a7\u001B[0m\u001B]8;;\u001B\\\n", + "\u001B[2;36m \u001B[0m\u001B]8;id=145950;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[32m2-4261-a06c-b6575e0f33fe'\u001B[0m\u001B]8;;\u001B\\. \n" ] }, "metadata": {}, @@ -414,7 +414,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=856254;https://tidy3d.simulation.cloud/folders/folder-dc5128c7-562b-4bcf-a539-9356f1d308ca\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mTask folder: \u001B]8;id=856254;https://tidy3d.simulation.cloud/folders/folder-dc5128c7-562b-4bcf-a539-9356f1d308ca\u001B\\\u001B[32m'default'\u001B[0m\u001B]8;;\u001B\\. \n" ] }, "metadata": {}, @@ -453,9 +453,9 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:13:48 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.588\u001b[0m. Minimum cost depends on task \n", - "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", - "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + "\u001B[2;36m12:13:48 -03\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m0.588\u001B[0m. Minimum cost depends on task \n", + "\u001B[2;36m \u001B[0mexecution details. Use \u001B[32m'web.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed \n", + "\u001B[2;36m \u001B[0mFlexCredit cost after a simulation run. \n" ] }, "metadata": {}, @@ -468,7 +468,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:13:49 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = queued \n" + "\u001B[2;36m12:13:49 -03\u001B[0m\u001B[2;36m \u001B[0mstatus = queued \n" ] }, "metadata": {}, @@ -484,10 +484,10 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n", - "\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the \n", - "\u001b[2;36m \u001b[0mcloud. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mTo cancel the simulation, use \u001B[32m'web.abort\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m or \n", + "\u001B[2;36m \u001B[0m\u001B[32m'web.delete\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m or abort/delete the task in the web UI. \n", + "\u001B[2;36m \u001B[0mTerminating the Python script will not stop the job running on the \n", + "\u001B[2;36m \u001B[0mcloud. \n" ] }, "metadata": {}, @@ -514,7 +514,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:14:10 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess \n" + "\u001B[2;36m12:14:10 -03\u001B[0m\u001B[2;36m \u001B[0mstatus = preprocess \n" ] }, "metadata": {}, @@ -537,7 +537,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:14:14 -03\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n" + "\u001B[2;36m12:14:14 -03\u001B[0m\u001B[2;36m \u001B[0mstarting up solver \n" ] }, "metadata": {}, @@ -550,7 +550,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mrunning solver \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mrunning solver \n" ] }, "metadata": {}, @@ -577,7 +577,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:14:41 -03\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m52\u001b[0m%, exiting. \n" + "\u001B[2;36m12:14:41 -03\u001B[0m\u001B[2;36m \u001B[0mearly shutoff detected at \u001B[1;36m52\u001B[0m%, exiting. \n" ] }, "metadata": {}, @@ -600,7 +600,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mstatus = postprocess \n" ] }, "metadata": {}, @@ -627,7 +627,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:14:44 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + "\u001B[2;36m12:14:44 -03\u001B[0m\u001B[2;36m \u001B[0mstatus = success \n" ] }, "metadata": {}, @@ -652,9 +652,9 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:14:46 -03\u001b[0m\u001b[2;36m \u001b[0mView simulation result at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=348474;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=31302;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[4;34m-d5f43711-3a7\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001b\\\u001b[4;34m2-4261-a06c-b6575e0f33fe'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m \n" + "\u001B[2;36m12:14:46 -03\u001B[0m\u001B[2;36m \u001B[0mView simulation result at \n", + "\u001B[2;36m \u001B[0m\u001B]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[4;34m'https://tidy3d.simulation.cloud/workbench?\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=348474;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[4;34mtaskId\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[4;34m=\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=31302;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[4;34mfdve\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[4;34m-d5f43711-3a7\u001B[0m\u001B]8;;\u001B\\\n", + "\u001B[2;36m \u001B[0m\u001B]8;id=743781;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d5f43711-3a72-4261-a06c-b6575e0f33fe\u001B\\\u001B[4;34m2-4261-a06c-b6575e0f33fe'\u001B[0m\u001B]8;;\u001B\\\u001B[4;34m.\u001B[0m \n" ] }, "metadata": {}, @@ -691,7 +691,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:15:01 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim_data.hdf5 \n" + "\u001B[2;36m12:15:01 -03\u001B[0m\u001B[2;36m \u001B[0mloading simulation from data/sim_data.hdf5 \n" ] }, "metadata": {}, @@ -906,7 +906,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:15:13 -03\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m11\u001b[0m tasks. \n" + "\u001B[2;36m12:15:13 -03\u001B[0m\u001B[2;36m \u001B[0mStarted working on Batch containing \u001B[1;36m11\u001B[0m tasks. \n" ] }, "metadata": {}, @@ -919,7 +919,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:15:26 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m6.251\u001b[0m for the whole batch. \n" + "\u001B[2;36m12:15:26 -03\u001B[0m\u001B[2;36m \u001B[0mMaximum FlexCredit cost: \u001B[1;36m6.251\u001B[0m for the whole batch. \n" ] }, "metadata": {}, @@ -933,8 +933,8 @@ "\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after the\n", + "\u001B[2;36m \u001B[0mBatch has completed. \n" ] }, "metadata": {}, @@ -961,7 +961,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:16:44 -03\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + "\u001B[2;36m12:16:44 -03\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" ] }, "metadata": {}, @@ -1245,7 +1245,7 @@ "\n" ], "text/plain": [ - "\u001b[2;36m12:17:02 -03\u001b[0m\u001b[2;36m \u001b[0mRunning \u001b[1;36m9\u001b[0m Simulations \n" + "\u001B[2;36m12:17:02 -03\u001B[0m\u001B[2;36m \u001B[0mRunning \u001B[1;36m9\u001B[0m Simulations \n" ] }, "metadata": {}, @@ -1834,7 +1834,7 @@ { "data": { "text/html": "
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solver progress (field decay = 2.31e-05) ━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
\n", - "text/plain": "solver progress (field decay = 2.31e-05) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n" + "text/plain": "solver progress (field decay = 2.31e-05) \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -2437,7 +2437,7 @@ { "data": { "text/html": "
l=5.00: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=5.70: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=6.40: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=7.10: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=7.80: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=8.50: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=9.20: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=9.90: status = success  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=10.60: status = success ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=11.30: status = success ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nl=12.00: status = success ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
\n", - "text/plain": "l=5.00: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=5.70: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=6.40: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=7.10: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=7.80: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=8.50: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=9.20: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=9.90: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=10.60: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=11.30: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\nl=12.00: status = success \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n" + "text/plain": "l=5.00: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=5.70: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=6.40: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=7.10: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=7.80: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=8.50: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=9.20: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=9.90: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=10.60: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=11.30: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\nl=12.00: status = success \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -2519,7 +2519,7 @@ { "data": { "text/html": "
 monitor_data.hdf5 ━━━━━━━━━━━━━━━━━━━━━━━━ 100.0%82.3/82.3 kB?0:00:00\n
\n", - "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mmonitor_data.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m82.3/82.3 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n" + "text/plain": "\u001B[1;32m↓\u001B[0m \u001B[1;34mmonitor_data.hdf5\u001B[0m \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100.0%\u001B[0m • \u001B[32m82.3/82.3 kB\u001B[0m • \u001B[31m?\u001B[0m • \u001B[36m0:00:00\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -2654,7 +2654,7 @@ { "data": { "text/html": "
 simulation.hdf5.gz ━━━━━━━━━━━━━━━━━━━━━━━━━ 100.0%3.1/3.1 kB?0:00:00\n
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\n", - "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m3.0/3.0 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n" + "text/plain": "\u001B[1;31m↑\u001B[0m \u001B[1;34msimulation.hdf5.gz\u001B[0m \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100.0%\u001B[0m • \u001B[32m3.0/3.0 kB\u001B[0m • \u001B[31m?\u001B[0m • \u001B[36m0:00:00\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -2712,7 +2712,7 @@ { "data": { "text/html": "
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🚶  Starting 'CouplerVerify'...\n
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15:07:18 CET WARNING: Using canonical configuration directory at                \n",
+       "             '/home/marco/.config/tidy3d'. Found legacy directory at            \n",
+       "             '~/.tidy3d', which will be ignored. Remove it manually or run      \n",
+       "             'tidy3d config migrate --delete-legacy' to clean up.               \n",
+       "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 1 }, { "cell_type": "markdown", @@ -75,10 +102,13 @@ }, { "cell_type": "code", - "execution_count": 2, "id": "19eab659", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:19.828544Z", + "start_time": "2025-10-29T14:07:19.826785Z" + } + }, "source": [ "# wrong way\n", "try:\n", @@ -88,7 +118,9 @@ "\n", "# correct way\n", "m = td.Medium(permittivity=2.0)" - ] + ], + "outputs": [], + "execution_count": 2 }, { "cell_type": "markdown", @@ -104,22 +136,14 @@ }, { "cell_type": "code", - "execution_count": 3, "id": "20e27567", "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "attrs={} type='Box' center=(1.0, 2.0, 3.0) size=(2.0, 2.0, 3.0)\n", - "attrs={} type='Box' center=(1.0, 2.0, 3.0) size=(2.0, 2.0, 3.0)\n", - "True\n" - ] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:19.875881Z", + "start_time": "2025-10-29T14:07:19.873575Z" } - ], + }, "source": [ "my_box = td.Box(center=(1, 2, 3), size=(2, 2, 3))\n", "\n", @@ -131,7 +155,19 @@ "print(my_box)\n", "print(your_box)\n", "print(my_box == your_box)" - ] + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "attrs={} type='Box' center=(1.0, 2.0, 3.0) size=(2.0, 2.0, 3.0)\n", + "attrs={} type='Box' center=(1.0, 2.0, 3.0) size=(2.0, 2.0, 3.0)\n", + "True\n" + ] + } + ], + "execution_count": 3 }, { "cell_type": "markdown", @@ -143,9 +179,17 @@ }, { "cell_type": "code", - "execution_count": 4, "id": "5c05d911-dfd0-4d5f-ba60-54eb59d2a041", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:19.923343Z", + "start_time": "2025-10-29T14:07:19.921866Z" + } + }, + "source": [ + "print(my_box.json())\n", + "print(my_box.dict())" + ], "outputs": [ { "name": "stdout", @@ -156,10 +200,7 @@ ] } ], - "source": [ - "print(my_box.json())\n", - "print(my_box.dict())" - ] + "execution_count": 4 }, { "cell_type": "markdown", @@ -175,14 +216,75 @@ }, { "cell_type": "code", - "execution_count": 5, "id": "b34de32a", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:19.984331Z", + "start_time": "2025-10-29T14:07:19.969485Z" + } }, + "source": [ + "monitor = td.FieldMonitor(size=(2, 2, 0), freqs=[200e12], name=\"monitor\")\n", + "\n", + "monitor.help()" + ], "outputs": [ { "data": { + "text/plain": [ + "\u001B[34m╭─\u001B[0m\u001B[34m───────────────────────────\u001B[0m\u001B[34m \u001B[0m\u001B[1;34m<\u001B[0m\u001B[1;95mclass\u001B[0m\u001B[39m \u001B[0m\u001B[32m'tidy3d.components.monitor.FieldMonitor'\u001B[0m\u001B[1;34m>\u001B[0m\u001B[34m \u001B[0m\u001B[34m───────────────────────────\u001B[0m\u001B[34m─╮\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[36m:class:`Monitor` that records electromagnetic fields in the frequency domain.\u001B[0m 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"\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m, \u001B[1;36m2.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mname\u001B[0m=\u001B[32m'monitor'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33minterval_space\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mcolocate\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mfreqs\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m200000000000000.0\u001B[0m,\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mapodization\u001B[0m=\u001B[1;35mApodizationSpec\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mstart\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mend\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mwidth\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'ApodizationSpec'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mfields\u001B[0m=\u001B[1m(\u001B[0m\u001B[32m'Ex'\u001B[0m, \u001B[32m'Ey'\u001B[0m, \u001B[32m'Ez'\u001B[0m, \u001B[32m'Hx'\u001B[0m, \u001B[32m'Hy'\u001B[0m, \u001B[32m'Hz'\u001B[0m\u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m╰──────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m 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\u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m, \u001B[1;36m2.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mbounds\u001B[0m = \u001B[1m(\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m-1.0\u001B[0m, \u001B[1;36m-1.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mcenter\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mcolocate\u001B[0m = \u001B[3;92mTrue\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mfields\u001B[0m = \u001B[1m(\u001B[0m\u001B[32m'Ex'\u001B[0m, \u001B[32m'Ey'\u001B[0m, \u001B[32m'Ez'\u001B[0m, \u001B[32m'Hx'\u001B[0m, \u001B[32m'Hy'\u001B[0m, \u001B[32m'Hz'\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mfreqs\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m200000000000000.0\u001B[0m,\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mfrequency_range\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m200000000000000.0\u001B[0m, \u001B[1;36m200000000000000.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mgeometry\u001B[0m = \u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m, \u001B[1;36m2.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m 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╭──────────────────────────── <class 'tidy3d.components.monitor.FieldMonitor'> ────────────────────────────╮\n",
        " :class:`Monitor` that records electromagnetic fields in the frequency domain.                            \n",
@@ -236,70 +338,16 @@
        "       zero_dims = [2]                                                                                    \n",
        "╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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\u001b[3;33mattrs\u001b[0m = \u001b[1m{\u001b[0m\u001b[1m}\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-1.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mcolocate\u001b[0m = \u001b[3;92mTrue\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mfields\u001b[0m = \u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mfreqs\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m,\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mfrequency_range\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m, \u001b[1;36m200000000000000.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33minterval_space\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mname\u001b[0m = \u001b[32m'monitor'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.4\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33medgecolor\u001b[0m=\u001b[32m'orange'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfacecolor\u001b[0m=\u001b[32m'orange'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mlinewidth\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mtype\u001b[0m = \u001b[32m'FieldMonitor'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "monitor = td.FieldMonitor(size=(2, 2, 0), freqs=[200e12], name=\"monitor\")\n", - "\n", - "monitor.help()" - ] + "execution_count": 5 }, { "cell_type": "markdown", @@ -311,13 +359,18 @@ }, { "cell_type": "code", - "execution_count": 6, "id": "c21b0749-9ab2-489e-b4a4-d977f3ff9dd1", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.029009Z", + "start_time": "2025-10-29T14:07:20.027682Z" + } + }, "source": [ "# help(td.FieldMonitor) # commented out for brevity\n" - ] + ], + "outputs": [], + "execution_count": 6 }, { "cell_type": "markdown", @@ -386,15 +439,19 @@ }, { "cell_type": "code", - "execution_count": 7, "id": "a197e0c0", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.073403Z", + "start_time": "2025-10-29T14:07:20.072013Z" + } }, - "outputs": [], "source": [ "pec_medium = td.PEC" - ] + ], + "outputs": [], + "execution_count": 7 }, { "cell_type": "markdown", @@ -407,17 +464,21 @@ }, { "cell_type": "code", - "execution_count": 8, "id": "6bde0e4e", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.118107Z", + "start_time": "2025-10-29T14:07:20.116464Z" + } }, - "outputs": [], "source": [ "lossless_dielectric = td.Medium(permittivity=4.0)\n", "lossy_dielectric = td.Medium(permittivity=4.0, conductivity=1.0)\n", "lossy_dielectric_from_nk = td.Medium.from_nk(n=2.0, k=0.1, freq=150e12)" - ] + ], + "outputs": [], + "execution_count": 8 }, { "cell_type": "markdown", @@ -433,17 +494,21 @@ }, { "cell_type": "code", - "execution_count": 9, "id": "e7a92005", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.162943Z", + "start_time": "2025-10-29T14:07:20.161365Z" + } }, - "outputs": [], "source": [ "anisotropic_medium = td.AnisotropicMedium(\n", " xx=lossless_dielectric, yy=lossy_dielectric, zz=lossy_dielectric_from_nk\n", ")" - ] + ], + "outputs": [], + "execution_count": 9 }, { "cell_type": "markdown", @@ -463,20 +528,14 @@ }, { "cell_type": "code", - "execution_count": 10, "id": "43618ec5", "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "variants for silver include: ['Rakic1998BB', 'JohnsonChristy1972', 'RakicLorentzDrude1998', 'Yang2015Drude']\n" - ] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.207333Z", + "start_time": "2025-10-29T14:07:20.205458Z" } - ], + }, "source": [ "# material library\n", "silver = td.material_library[\"Ag\"]\n", @@ -487,7 +546,17 @@ "# models\n", "lorentz_model = td.Lorentz(eps_inf=2.0, coeffs=[(1, 2, 3), (4, 5, 6)])\n", "sellmeier_model = td.Sellmeier(coeffs=[(1, 2), (3, 4)])" - ] + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "variants for silver include: ['Rakic1998BB', 'JohnsonChristy1972', 'RakicLorentzDrude1998', 'Yang2015Drude']\n" + ] + } + ], + "execution_count": 10 }, { "cell_type": "markdown", @@ -503,11 +572,20 @@ }, { "cell_type": "code", - "execution_count": 11, "id": "789f0ac9", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.354676Z", + "start_time": "2025-10-29T14:07:20.253324Z" + } }, + "source": [ + "freqs_hz = 1e12 * np.linspace(50, 200, 1001)\n", + "print(f\"complex relative permittivity at freqs_hz = \\n\\t {lossy_dielectric.eps_model(freqs_hz)}\\n\")\n", + "\n", + "ax = lossy_dielectric_from_nk.plot(freqs_hz)" + ], "outputs": [ { "name": "stdout", @@ -521,21 +599,19 @@ }, { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "freqs_hz = 1e12 * np.linspace(50, 200, 1001)\n", - "print(f\"complex relative permittivity at freqs_hz = \\n\\t {lossy_dielectric.eps_model(freqs_hz)}\\n\")\n", - "\n", - "ax = lossy_dielectric_from_nk.plot(freqs_hz)" - ] + "execution_count": 11 }, { "cell_type": "markdown", @@ -569,11 +645,40 @@ }, { "cell_type": "code", - "execution_count": 12, "id": "15b8d749", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.434169Z", + "start_time": "2025-10-29T14:07:20.360363Z" + } }, + "source": [ + "s1 = td.Sphere(radius=1, center=(0, 0, 0))\n", + "s2 = td.Box(center=(1, 1, 1), size=(1, 1, 1))\n", + "\n", + "# do two geometric objects intersect?\n", + "print(s1.intersects(s2))\n", + "\n", + "# does the object intersect a plane?\n", + "print(s1.intersects_plane(z=10))\n", + "\n", + "# get polygons that intersect sphere at plane x=0\n", + "print(s1.intersects_plane(x=0))\n", + "\n", + "# get bounds (rmin, rmax) of geometry\n", + "print(s1.bounds)\n", + "\n", + "# get td.Box() for bounding box of geometry\n", + "print(s1.bounding_box.help())\n", + "\n", + "# evaluate whether point(s) are inside of geometry\n", + "print(s1.inside(x=0, y=1, z=1))\n", + "print(s1.inside(x=np.linspace(-1, 1, 5), y=np.zeros(5), z=np.ones(5)))\n", + "\n", + "# plot the geometry at a cross sectional plane\n", + "ax = s1.plot(y=0)" + ], "outputs": [ { "name": "stdout", @@ -587,10 +692,40 @@ }, { "data": { + "text/plain": [ + "\u001B[34m╭─\u001B[0m\u001B[34m───────────────────\u001B[0m\u001B[34m \u001B[0m\u001B[1;34m<\u001B[0m\u001B[1;95mclass\u001B[0m\u001B[39m \u001B[0m\u001B[32m'tidy3d.components.geometry.base.Box'\u001B[0m\u001B[1;34m>\u001B[0m\u001B[34m \u001B[0m\u001B[34m────────────────────\u001B[0m\u001B[34m─╮\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[36mRectangular prism.\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[36m Also base class for :class:`.Simulation`, :class:`Monitor`, and :class:`Source`.\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m╭────────────────────────────────────────────────────────────────────────────────────╮\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m, \u001B[1;36m2.0\u001B[0m, \u001B[1;36m2.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m 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\u001B[1;36m-1.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mcenter\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mgeometry\u001B[0m = \u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m, \u001B[1;36m2.0\u001B[0m, \u001B[1;36m2.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mplot_params\u001B[0m = \u001B[1;35mPlotParams\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mzorder\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'PlotParams'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33medgecolor\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfacecolor\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfill\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mhatch\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m 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╭──────────────────── <class 'tidy3d.components.geometry.base.Box'> ─────────────────────╮\n",
        " Rectangular prism.                                                                     \n",
-       "    Also base class for :class:`Simulation`, :class:`Monitor`, and :class:`Source`.     \n",
+       "    Also base class for :class:`.Simulation`, :class:`Monitor`, and :class:`Source`.    \n",
        "                                                                                        \n",
        " ╭────────────────────────────────────────────────────────────────────────────────────╮ \n",
        "  Box(attrs={}, type='Box', center=(0.0, 0.0, 0.0), size=(2.0, 2.0, 2.0))             \n",
@@ -617,40 +752,13 @@
        "    zero_dims = []                                                                      \n",
        "╰────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "
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\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33medgecolor\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfacecolor\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mlinewidth\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mtype\u001b[0m = \u001b[32m'Box'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m╰────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "name": "stdout", @@ -663,41 +771,19 @@ }, { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "s1 = td.Sphere(radius=1, center=(0, 0, 0))\n", - "s2 = td.Box(center=(1, 1, 1), size=(1, 1, 1))\n", - "\n", - "# do two geometric objects intersect?\n", - "print(s1.intersects(s2))\n", - "\n", - "# does the object intersect a plane?\n", - "print(s1.intersects_plane(z=10))\n", - "\n", - "# get polygons that intersect sphere at plane x=0\n", - "print(s1.intersects_plane(x=0))\n", - "\n", - "# get bounds (rmin, rmax) of geometry\n", - "print(s1.bounds)\n", - "\n", - "# get td.Box() for bounding box of geometry\n", - "print(s1.bounding_box.help())\n", - "\n", - "# evaluate whether point(s) are inside of geometry\n", - "print(s1.inside(x=0, y=1, z=1))\n", - "print(s1.inside(x=np.linspace(-1, 1, 5), y=np.zeros(5), z=np.ones(5)))\n", - "\n", - "# plot the geometry at a cross sectional plane\n", - "ax = s1.plot(y=0)" - ] + "execution_count": 12 }, { "cell_type": "markdown", @@ -713,18 +799,22 @@ }, { "cell_type": "code", - "execution_count": 13, "id": "07727a55", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.439352Z", + "start_time": "2025-10-29T14:07:20.437611Z" + } }, - "outputs": [], "source": [ "dielectric_box = td.Structure(\n", " geometry=td.Box(center=(0, 0, 0), size=(1, 1, 1)),\n", " medium=td.Medium(permittivity=2.0),\n", ")" - ] + ], + "outputs": [], + "execution_count": 13 }, { "cell_type": "markdown", @@ -738,12 +828,14 @@ }, { "cell_type": "code", - "execution_count": 14, "id": "b06caa0b", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.486381Z", + "start_time": "2025-10-29T14:07:20.483730Z" + } }, - "outputs": [], "source": [ "# define time dependence\n", "gaussian = td.GaussianPulse(freq0=150e12, fwidth=10e12)\n", @@ -761,7 +853,9 @@ " pol_angle=np.pi / 2,\n", " direction=\"-\",\n", ")" - ] + ], + "outputs": [], + "execution_count": 14 }, { "cell_type": "markdown", @@ -793,10 +887,13 @@ }, { "cell_type": "code", - "execution_count": 15, "id": "f37ac987", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.530672Z", + "start_time": "2025-10-29T14:07:20.528797Z" + } + }, "source": [ "# measures Ex, Ey, Hz fields on the plane at frequency 150THz\n", "mon1 = td.FieldMonitor(\n", @@ -816,7 +913,9 @@ " interval=5,\n", " name=\"flux_over_time\",\n", ")" - ] + ], + "outputs": [], + "execution_count": 15 }, { "cell_type": "markdown", @@ -832,10 +931,13 @@ }, { "cell_type": "code", - "execution_count": 16, "id": "86f4f9e1", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.574715Z", + "start_time": "2025-10-29T14:07:20.572953Z" + } + }, "source": [ "# default mode solver spec (returns first mode)\n", "fundamental = td.ModeSpec()\n", @@ -845,7 +947,9 @@ "\n", "# have mode solver return 4 modes around the target effective index\n", "complicated = td.ModeSpec(num_modes=4, target_neff=2.0)" - ] + ], + "outputs": [], + "execution_count": 16 }, { "cell_type": "markdown", @@ -857,10 +961,13 @@ }, { "cell_type": "code", - "execution_count": 17, "id": "5b42e241", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.620050Z", + "start_time": "2025-10-29T14:07:20.618034Z" + } + }, "source": [ "# inject the fundamental mode\n", "mode_source = td.ModeSource(\n", @@ -880,7 +987,9 @@ " mode_spec=first_4_modes,\n", " name=\"modes\",\n", ")" - ] + ], + "outputs": [], + "execution_count": 17 }, { "cell_type": "markdown", @@ -916,18 +1025,22 @@ }, { "cell_type": "code", - "execution_count": 18, "id": "bda9c2eb", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.664906Z", + "start_time": "2025-10-29T14:07:20.663178Z" + } }, - "outputs": [], "source": [ "# standard absorber on x, PML with 20 layers on y, no PML on z (periodic BC)\n", "boundary_spec = td.BoundarySpec(\n", " x=td.Boundary.absorber(), y=td.Boundary.pml(num_layers=20), z=td.Boundary.periodic()\n", ")" - ] + ], + "outputs": [], + "execution_count": 18 }, { "cell_type": "markdown", @@ -947,12 +1060,14 @@ }, { "cell_type": "code", - "execution_count": 19, "id": "11cf6c24", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.710941Z", + "start_time": "2025-10-29T14:07:20.706821Z" + } }, - "outputs": [], "source": [ "sim = td.Simulation(\n", " size=(4, 4, 4),\n", @@ -965,7 +1080,9 @@ " sources=[dipole],\n", " monitors=[mon1, mon2],\n", ")" - ] + ], + "outputs": [], + "execution_count": 19 }, { "cell_type": "markdown", @@ -977,11 +1094,33 @@ }, { "cell_type": "code", - "execution_count": 20, "id": "c9ccd22a", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:20.984865Z", + "start_time": "2025-10-29T14:07:20.753588Z" + } }, + "source": [ + "# get permittivity at yee cell centers in a volume defined by a box.\n", + "sim.epsilon(td.Box(size=(1, 0, 1)), \"centers\")\n", + "\n", + "# get a `td.Grid` containing all information about spatial locations in the FDTD / yee grid\n", + "print(sim.grid.centers)\n", + "\n", + "# plot the simulation cross section\n", + "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n", + "\n", + "# plot the structures, PML, sources, mediums\n", + "ax1 = sim.plot(x=0, ax=ax1)\n", + "\n", + "# same thing but plot structure in grayscale using permittivity value\n", + "ax1 = sim.plot_eps(x=0, ax=ax2)\n", + "\n", + "# add the FDTD grid boundaries\n", + "ax2 = sim.plot_grid(x=0, ax=ax2)" + ], "outputs": [ { "name": "stdout", @@ -997,34 +1136,19 @@ }, { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "# get permittivity at yee cell centers in a volume defined by a box.\n", - "sim.epsilon(td.Box(size=(1, 0, 1)), \"centers\")\n", - "\n", - "# get a `td.Grid` containing all information about spatial locations in the FDTD / yee grid\n", - "print(sim.grid.centers)\n", - "\n", - "# plot the simulation cross section\n", - "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n", - "\n", - "# plot the structures, PML, sources, mediums\n", - "ax1 = sim.plot(x=0, ax=ax1)\n", - "\n", - "# same thing but plot structure in grayscale using permittivity value\n", - "ax1 = sim.plot_eps(x=0, ax=ax2)\n", - "\n", - "# add the FDTD grid boundaries\n", - "ax2 = sim.plot_grid(x=0, ax=ax2)" - ] + "execution_count": 20 }, { "cell_type": "markdown", @@ -1044,15 +1168,19 @@ }, { "cell_type": "code", - "execution_count": 21, "id": "9f16e7e9", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:21.103223Z", + "start_time": "2025-10-29T14:07:20.988221Z" + } }, - "outputs": [], "source": [ "import tidy3d.web as web" - ] + ], + "outputs": [], + "execution_count": 21 }, { "cell_type": "markdown", @@ -1068,304 +1196,371 @@ }, { "cell_type": "code", - "execution_count": 22, "id": "1f75f482", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:40.157833Z", + "start_time": "2025-10-29T14:07:21.109648Z" + } }, + "source": [ + "sim_data = web.run(sim, task_name=\"web_demo\", path=\"data/data.hdf5\", verbose=True)" + ], "outputs": [ { "data": { + "text/plain": [ + "\u001B[2;36m15:07:22 CET\u001B[0m\u001B[2;36m \u001B[0mCreated task \u001B[32m'web_demo'\u001B[0m with resource_id \n", + "\u001B[2;36m \u001B[0m\u001B[32m'fdve-fae17aac-8105-4166-a1a7-6cf1b414a498'\u001B[0m and task_type \u001B[32m'FDTD'\u001B[0m. \n" + ], "text/html": [ - "
12:45:57 CEST Created task 'web_demo' with task_id                              \n",
-       "              'fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a' and task_type 'FDTD'. \n",
+       "
15:07:22 CET Created task 'web_demo' with resource_id                           \n",
+       "             'fdve-fae17aac-8105-4166-a1a7-6cf1b414a498' and task_type 'FDTD'.  \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m12:45:57 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'web_demo'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mView task using web UI at \n", + "\u001B[2;36m \u001B[0m\u001B]8;id=931149;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[32m'https://tidy3d.simulation.cloud/workbench?\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=902976;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[32mtaskId\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=931149;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[32m=\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=868005;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[32mfdve\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=931149;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[32m-fae17aac-810\u001B[0m\u001B]8;;\u001B\\\n", + "\u001B[2;36m \u001B[0m\u001B]8;id=931149;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[32m5-4166-a1a7-6cf1b414a498'\u001B[0m\u001B]8;;\u001B\\. \n" + ], "text/html": [ - "
              View task using web UI at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c6\n",
-       "              43-4268-94d8-752d2f8d6b0a'.                                       \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-810\n",
+       "             5-4166-a1a7-6cf1b414a498'.                                         \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=191040;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=727469;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=191040;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=37895;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=191040;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a\u001b\\\u001b[32m-c6b4767e-c6\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=191040;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c643-4268-94d8-752d2f8d6b0a\u001b\\\u001b[32m43-4268-94d8-752d2f8d6b0a'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mTask folder: \u001B]8;id=289248;https://tidy3d.simulation.cloud/folders/folder-df61810d-cad6-4474-8ea9-e4f00d5dfcb0\u001B\\\u001B[32m'default'\u001B[0m\u001B]8;;\u001B\\. \n" + ], "text/html": [ - "
              Task folder: 'default'.                                           \n",
+       "
             Task folder: 'default'.                                            \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=530263;https://tidy3d.simulation.cloud/folders/9b36e144-ddb6-41f8-8dd8-30b62b26a870\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e71a116f60a147bdbbdb17b5e153bbd5", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ "Output()" - ] + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "9bffc984a9704fb087642b024516c78f" + } }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [], "text/html": [ "
\n"
-      ],
-      "text/plain": []
+      ]
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
     },
     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:07:24 CET\u001B[0m\u001B[2;36m \u001B[0mEstimated FlexCredit cost: \u001B[1;36m0.025\u001B[0m. Minimum cost depends on task     \n",
+       "\u001B[2;36m             \u001B[0mexecution details. Use \u001B[32m'web.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed  \n",
+       "\u001B[2;36m             \u001B[0mFlexCredit cost after a simulation run.                            \n"
+      ],
       "text/html": [
-       "
12:46:00 CEST Maximum FlexCredit cost: 0.025. Minimum cost depends on task      \n",
-       "              execution details. Use 'web.real_cost(task_id)' to get the billed \n",
-       "              FlexCredit cost after a simulation run.                           \n",
+       "
15:07:24 CET Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m12:46:00 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", - "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", - "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m15:07:28 CET\u001B[0m\u001B[2;36m \u001B[0mstatus = queued \n" + ], "text/html": [ - "
12:46:01 CEST status = queued                                                   \n",
+       "
15:07:28 CET status = queued                                                    \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m12:46:01 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mTo cancel the simulation, use \u001B[32m'web.abort\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m or \n", + "\u001B[2;36m \u001B[0m\u001B[32m'web.delete\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m or abort/delete the task in the web UI. \n", + "\u001B[2;36m \u001B[0mTerminating the Python script will not stop the job running on the \n", + "\u001B[2;36m \u001B[0mcloud. \n" + ], "text/html": [ - "
              To cancel the simulation, use 'web.abort(task_id)' or             \n",
-       "              'web.delete(task_id)' or abort/delete the task in the web UI.     \n",
-       "              Terminating the Python script will not stop the job running on the\n",
-       "              cloud.                                                            \n",
+       "
             To cancel the simulation, use 'web.abort(task_id)' or              \n",
+       "             'web.delete(task_id)' or abort/delete the task in the web UI.      \n",
+       "             Terminating the Python script will not stop the job running on the \n",
+       "             cloud.                                                             \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n", - "\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the\n", - "\u001b[2;36m \u001b[0mcloud. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8f52ed0e3cc34d778fed8d4ea5cdeb6d", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ "Output()" - ] + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "16707bb8bc7d451c880f2da99069b66d" + } }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [], "text/html": [ "
\n"
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      "metadata": {},
-     "output_type": "display_data"
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     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:07:36 CET\u001B[0m\u001B[2;36m \u001B[0mstarting up solver                                                 \n"
+      ],
       "text/html": [
-       "
12:46:08 CEST starting up solver                                                \n",
+       "
15:07:36 CET starting up solver                                                 \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m12:46:08 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mrunning solver \n" + ], "text/html": [ - "
12:46:09 CEST running solver                                                    \n",
+       "
             running solver                                                     \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m12:46:09 CEST\u001b[0m\u001b[2;36m \u001b[0mrunning solver \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "07a084fe546f4ad4b3f3aaac98c3a909", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ "Output()" - ] + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "d07527d88d2544169b48447f305621ea" + } }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [], "text/html": [ "
\n"
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-      "text/plain": []
+      ]
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      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
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     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:07:37 CET\u001B[0m\u001B[2;36m \u001B[0mstatus = success                                                   \n"
+      ],
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-       "
              status = success                                                  \n",
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15:07:37 CET status = success                                                   \n",
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     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m            \u001B[0m\u001B[2;36m \u001B[0mView simulation result at                                          \n",
+       "\u001B[2;36m             \u001B[0m\u001B]8;id=107730;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[4;34m'https://tidy3d.simulation.cloud/workbench?\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=30983;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[4;34mtaskId\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=107730;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[4;34m=\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=150243;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[4;34mfdve\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=107730;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[4;34m-fae17aac-810\u001B[0m\u001B]8;;\u001B\\\n",
+       "\u001B[2;36m             \u001B[0m\u001B]8;id=107730;https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-8105-4166-a1a7-6cf1b414a498\u001B\\\u001B[4;34m5-4166-a1a7-6cf1b414a498'\u001B[0m\u001B]8;;\u001B\\\u001B[4;34m.\u001B[0m                                         \n"
+      ],
       "text/html": [
-       "
              View simulation result at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-c6b4767e-c6\n",
-       "              43-4268-94d8-752d2f8d6b0a'.                                       \n",
+       "
             View simulation result at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-fae17aac-810\n",
+       "             5-4166-a1a7-6cf1b414a498'.                                         \n",
        "
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+       "\u001B[2;36m15:07:40 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from data/data.hdf5                             \n"
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+       "             accurate results.                                                  \n",
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The legacy function `web.run_async` will be deprecated.\n", "\n", "The convenience containers [Job](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Job.html#tidy3d.web.Job) and [Batch](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Batch.html#tidy3d.web.Batch) allow one to manage single and multiple tasks in a more \"object oriented\" fashion.\n", "\n", "They follow the same basic API as the `web.` functions, except [Batch](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Batch.html#tidy3d.web.Batch) objects accept a dictionary of simulations and return generators that can be iterated through to give [SimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SimulationData.html) for each task, rather than returning it one by one. This cuts down on memory for several large jobs. \n", "\n", - "While we won't cover all of the details here, for more information, see the [tutorial on the Web API](../notebooks/Webapi/index.html) or look at the examples in the other notebooks.\n", - "\n", - "Finally, we provide [web.run_async](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.asynchronous.run_async.html), which is like `web.run()` but runs a dictionary of simulations asynchronously, and is more convenient than `Batch` in some cases." + "While we won't cover all of the details here, for more information, see the [tutorial on the Web API](../notebooks/Webapi/index.html) or look at the examples in the other notebooks.\n" ] }, { @@ -1419,43 +1613,54 @@ }, { "cell_type": "code", - "execution_count": 23, "id": "b4632332", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:40.324750Z", + "start_time": "2025-10-29T14:07:40.163427Z" + } + }, + "source": [ + "# print the log, which is stored as an attribute rather than as its own file\n", + "print(sim_data.log)\n", + "\n", + "# get a copy of the original Simulation, so it also doesn't need to be stored separately\n", + "sim_data.simulation.help()" + ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[10:46:03] USER: Simulation domain Nx, Ny, Nz: [20, 44, 20] \n", + "[14:07:31] USER: Simulation domain Nx, Ny, Nz: [20, 44, 20] \n", " USER: Applied symmetries: (0, 0, 0) \n", " USER: Number of computational grid points: 1.8400e+04. \n", " USER: Subpixel averaging method: SubpixelSpec(attrs={}, \n", " dielectric=PolarizedAveraging(attrs={}, type='PolarizedAveraging'), \n", " metal=Staircasing(attrs={}, type='Staircasing'), \n", " pec=PECConformal(attrs={}, type='PECConformal', \n", - " timestep_reduction=0.3, edge_singularity_correction=False), \n", + " timestep_reduction=0.3, edge_singularity_correction=True), \n", " pmc=Staircasing(attrs={}, type='Staircasing'), \n", " lossy_metal=SurfaceImpedance(attrs={}, type='SurfaceImpedance', \n", - " timestep_reduction=0.0, edge_singularity_correction=False), \n", + " timestep_reduction=0.0, edge_singularity_correction=True), \n", " type='SubpixelSpec') \n", " USER: Number of time steps: 2.6240e+03 \n", " USER: Automatic shutoff factor: 1.00e-05 \n", " USER: Time step (s): 3.8131e-16 \n", " USER: \n", " \n", - " USER: Compute source modes time (s): 0.0580 \n", - "[10:46:04] USER: Rest of setup time (s): 0.4879 \n", - "[10:46:05] USER: Compute monitor modes time (s): 0.0001 \n", - " USER: Solver time (s): 0.3410 \n", - " USER: Time-stepping speed (cells/s): 1.48e+08 \n", - "[10:46:06] USER: Post-processing time (s): 0.3213 \n", + " USER: Compute source modes time (s): 0.0500 \n", + " USER: Rest of setup time (s): 0.2928 \n", + "[14:07:32] USER: Compute monitor modes time (s): 0.0001 \n", + " USER: Solver time (s): 0.3610 \n", + " USER: Time-stepping speed (cells/s): 1.40e+08 \n", + "[14:07:33] USER: Post-processing time (s): 0.1782 \n", "\n", " ====== SOLVER LOG ====== \n", "\n", "Processing grid and structures...\n", "Building FDTD update coefficients...\n", - "Solver setup time (s): 0.0125\n", + "Solver setup time (s): 0.0139\n", "\n", "Running solver for 2624 time steps...\n", "- Time step 104 / time 3.97e-14s ( 4 % done), field decay: 1.00e+00\n", @@ -1483,73 +1688,873 @@ "- Time step 2414 / time 9.20e-13s ( 92 % done), field decay: 2.74e-02\n", "- Time step 2519 / time 9.61e-13s ( 96 % done), field decay: 6.95e-03\n", "- Time step 2623 / time 1.00e-12s (100 % done), field decay: 6.65e-03\n", - "Time-stepping time (s): 0.3278\n", - "Data write time (s): 0.0009\n", + "Time-stepping time (s): 0.3460\n", + "Data write time (s): 0.0014\n", "\n" ] }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0m\u001B[31mWARNING: \u001B[0m\u001B[32m'Simulation.background_structure'\u001B[0m\u001B[31m will be removed in \u001B[0m\n", + "\u001B[2;36m \u001B[0m\u001B[31mTidy3D \u001B[0m\u001B[1;36m3.0\u001B[0m\u001B[31m. 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"\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mstructures\u001B[0m=\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, 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\u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33msymmetry\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0\u001B[0m, \u001B[1;36m0\u001B[0m, \u001B[1;36m0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33msources\u001B[0m=\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1;35mUniformCurrentSource\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'UniformCurrentSource'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33msource_time\u001B[0m=\u001B[1;35mGaussianPulse\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mamplitude\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mphase\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'GaussianPulse'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mfreq0\u001B[0m=\u001B[1;36m150000000000000\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mfwidth\u001B[0m=\u001B[1;36m10000000000000\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33moffset\u001B[0m=\u001B[1;36m5\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mremove_dc_component\u001B[0m=\u001B[3;92mTrue\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33minterpolate\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mconfine_to_bounds\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mpolarization\u001B[0m=\u001B[32m'Ez'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mboundary_spec\u001B[0m=\u001B[1;35mBoundarySpec\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mx\u001B[0m=\u001B[1;35mBoundary\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mplus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mminus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'Boundary'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33my\u001B[0m=\u001B[1;35mBoundary\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mplus\u001B[0m=\u001B[1;35mPML\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'PML'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mnum_layers\u001B[0m=\u001B[1;36m12\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mparameters\u001B[0m=\u001B[1;35mPMLParams\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33msigma_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33msigma_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33msigma_max\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.5\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'PMLParams'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mkappa_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mkappa_min\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mkappa_max\u001B[0m=\u001B[1;36m3\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33malpha_order\u001B[0m=\u001B[1;36m1\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33malpha_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33malpha_max\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mminus\u001B[0m=\u001B[1;35mPML\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'PML'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mnum_layers\u001B[0m=\u001B[1;36m12\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mparameters\u001B[0m=\u001B[1;35mPMLParams\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33msigma_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33msigma_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33msigma_max\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.5\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'PMLParams'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mkappa_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mkappa_min\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33mkappa_max\u001B[0m=\u001B[1;36m3\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33malpha_order\u001B[0m=\u001B[1;36m1\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33malpha_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ │ \u001B[0m\u001B[33malpha_max\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'Boundary'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mz\u001B[0m=\u001B[1;35mBoundary\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mplus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mminus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'Boundary'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'BoundarySpec'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mmonitors\u001B[0m=\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1;35mFieldMonitor\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'FieldMonitor'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33msize\u001B[0m=\u001B[1m(\u001B[0minf, inf, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mname\u001B[0m=\u001B[32m'fields_at_150THz'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33minterval_space\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mcolocate\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mfreqs\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m150000000000000.0\u001B[0m,\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mapodization\u001B[0m=\u001B[1;35mApodizationSpec\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mstart\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mend\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mwidth\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'ApodizationSpec'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mfields\u001B[0m=\u001B[1m(\u001B[0m\u001B[32m'Ex'\u001B[0m, \u001B[32m'Ey'\u001B[0m, \u001B[32m'Hz'\u001B[0m\u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1;35mFluxTimeMonitor\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'FluxTimeMonitor'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33msize\u001B[0m=\u001B[1m(\u001B[0minf, inf, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mname\u001B[0m=\u001B[32m'flux_over_time'\u001B[0m, \u001B[32m│\u001B[0m 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\u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mnormal_dir\u001B[0m=\u001B[32m'+'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mexclude_surfaces\u001B[0m=\u001B[3;35mNone\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mgrid_spec\u001B[0m=\u001B[1;35mGridSpec\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mgrid_x\u001B[0m=\u001B[1;35mUniformGrid\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'UniformGrid'\u001B[0m, \u001B[33mdl\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.2\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mgrid_y\u001B[0m=\u001B[1;35mUniformGrid\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'UniformGrid'\u001B[0m, \u001B[33mdl\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.2\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mgrid_z\u001B[0m=\u001B[1;35mUniformGrid\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'UniformGrid'\u001B[0m, \u001B[33mdl\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.2\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mwavelength\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33moverride_structures\u001B[0m=\u001B[1m(\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33msnapping_points\u001B[0m=\u001B[1m(\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mlayer_refinement_specs\u001B[0m=\u001B[1m(\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'GridSpec'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mversion\u001B[0m=\u001B[32m'2.10.0rc3'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mplot_length_units\u001B[0m=\u001B[32m'μm'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mstructure_priority_mode\u001B[0m=\u001B[32m'equal'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m 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\u001B[0m\u001B[33mmetal\u001B[0m=\u001B[1;35mStaircasing\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Staircasing'\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mpec\u001B[0m=\u001B[1;35mPECConformal\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'PECConformal'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtimestep_reduction\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.3\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33medge_singularity_correction\u001B[0m=\u001B[3;92mTrue\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mpmc\u001B[0m=\u001B[1;35mStaircasing\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Staircasing'\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mlossy_metal\u001B[0m=\u001B[1;35mSurfaceImpedance\u001B[0m\u001B[1m(\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'SurfaceImpedance'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33mtimestep_reduction\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ │ \u001B[0m\u001B[33medge_singularity_correction\u001B[0m=\u001B[3;92mTrue\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ │ \u001B[0m\u001B[33mtype\u001B[0m=\u001B[32m'SubpixelSpec'\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33msimulation_type\u001B[0m=\u001B[32m'tidy3d'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mpost_norm\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33minternal_absorbers\u001B[0m=\u001B[1m(\u001B[0m\u001B[1m)\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mcourant\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.99\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mprecision\u001B[0m=\u001B[32m'hybrid'\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mnormalize_index\u001B[0m=\u001B[1;36m0\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mshutoff\u001B[0m=\u001B[1;36m1e\u001B[0m\u001B[1;36m-05\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mrun_time\u001B[0m=\u001B[1;36m1e\u001B[0m\u001B[1;36m-12\u001B[0m, \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[2;32m│ \u001B[0m\u001B[33mlow_freq_smoothing\u001B[0m=\u001B[3;35mNone\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m│\u001B[0m \u001B[1m)\u001B[0m \u001B[32m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mall_structures\u001B[0m = \u001B[1m[\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0minf, inf, inf\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mallow_gain\u001B[0m = \u001B[3;91mFalse\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mattrs\u001B[0m = \u001B[1m{\u001B[0m\u001B[1m}\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33maux_fields\u001B[0m = \u001B[1m[\u001B[0m\u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mbackground_structure\u001B[0m = \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0minf, inf, inf\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mboundary_spec\u001B[0m = \u001B[1;35mBoundarySpec\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mx\u001B[0m=\u001B[1;35mBoundary\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mplus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mminus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Boundary'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33my\u001B[0m=\u001B[1;35mBoundary\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mplus\u001B[0m=\u001B[1;35mPML\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'PML'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnum_layers\u001B[0m=\u001B[1;36m12\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mparameters\u001B[0m=\u001B[1;35mPMLParams\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msigma_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msigma_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msigma_max\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.5\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'PMLParams'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mkappa_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mkappa_min\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mkappa_max\u001B[0m=\u001B[1;36m3\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha_order\u001B[0m=\u001B[1;36m1\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha_max\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mminus\u001B[0m=\u001B[1;35mPML\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'PML'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnum_layers\u001B[0m=\u001B[1;36m12\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mparameters\u001B[0m=\u001B[1;35mPMLParams\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msigma_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msigma_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msigma_max\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.5\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'PMLParams'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mkappa_order\u001B[0m=\u001B[1;36m3\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mkappa_min\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mkappa_max\u001B[0m=\u001B[1;36m3\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha_order\u001B[0m=\u001B[1;36m1\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha_min\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha_max\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Boundary'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mz\u001B[0m=\u001B[1;35mBoundary\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mplus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mminus\u001B[0m=\u001B[1;35mPeriodic\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Periodic'\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Boundary'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'BoundarySpec'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mbounding_box\u001B[0m = \u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m4.0\u001B[0m, \u001B[1;36m4.0\u001B[0m, \u001B[1;36m4.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mbounds\u001B[0m = \u001B[1m(\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m-2.0\u001B[0m, \u001B[1;36m-2.0\u001B[0m, \u001B[1;36m-2.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m, 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"\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mcenter\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mcomplex_fields\u001B[0m = \u001B[3;91mFalse\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mcourant\u001B[0m = \u001B[1;36m0.99\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mcustom_datasets\u001B[0m = \u001B[1m[\u001B[0m\u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mdt\u001B[0m = \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m3.813149739062003e-16\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mfrequency_range\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m110770887769698.48\u001B[0m, \u001B[1;36m190588842668354.53\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mgeometry\u001B[0m = \u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m4.0\u001B[0m, \u001B[1;36m4.0\u001B[0m, \u001B[1;36m4.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mgrid\u001B[0m = \u001B[1;35mGrid\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mboundaries\u001B[0m=\u001B[1;35mCoords\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mx\u001B[0m=\u001B[1;35marray\u001B[0m\u001B[1m(\u001B[0m\u001B[1m[\u001B[0m\u001B[1;36m-2\u001B[0m. , \u001B[1;36m-1.8\u001B[0m, \u001B[1;36m-1.6\u001B[0m, \u001B[1;36m-1.4\u001B[0m, \u001B[1;36m-1.2\u001B[0m, \u001B[1;36m-1\u001B[0m. , \u001B[1;36m-0.8\u001B[0m, \u001B[1;36m-0.6\u001B[0m, \u001B[1;36m-0.4\u001B[0m, \u001B[1;36m-0.2\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m0\u001B[0m. , \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m0.2\u001B[0m, \u001B[1;36m0.4\u001B[0m, \u001B[1;36m0.6\u001B[0m, \u001B[1;36m0.8\u001B[0m, \u001B[1;36m1\u001B[0m. , \u001B[1;36m1.2\u001B[0m, \u001B[1;36m1.4\u001B[0m, \u001B[1;36m1.6\u001B[0m, \u001B[1;36m1.8\u001B[0m, \u001B[1;36m2\u001B[0m. \u001B[1m]\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33my\u001B[0m=\u001B[1;35marray\u001B[0m\u001B[1m(\u001B[0m\u001B[1m[\u001B[0m\u001B[1;36m-4.4\u001B[0m, \u001B[1;36m-4.2\u001B[0m, \u001B[1;36m-4\u001B[0m. , \u001B[1;36m-3.8\u001B[0m, \u001B[1;36m-3.6\u001B[0m, \u001B[1;36m-3.4\u001B[0m, \u001B[1;36m-3.2\u001B[0m, \u001B[1;36m-3\u001B[0m. , \u001B[1;36m-2.8\u001B[0m, \u001B[1;36m-2.6\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m-2.4\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m-2.2\u001B[0m, \u001B[1;36m-2\u001B[0m. , \u001B[1;36m-1.8\u001B[0m, \u001B[1;36m-1.6\u001B[0m, \u001B[1;36m-1.4\u001B[0m, \u001B[1;36m-1.2\u001B[0m, \u001B[1;36m-1\u001B[0m. , \u001B[1;36m-0.8\u001B[0m, \u001B[1;36m-0.6\u001B[0m, \u001B[1;36m-0.4\u001B[0m, \u001B[1;36m-0.2\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m0\u001B[0m. , \u001B[1;36m0.2\u001B[0m, \u001B[1;36m0.4\u001B[0m, \u001B[1;36m0.6\u001B[0m, \u001B[1;36m0.8\u001B[0m, \u001B[1;36m1\u001B[0m. , \u001B[1;36m1.2\u001B[0m, \u001B[1;36m1.4\u001B[0m, \u001B[1;36m1.6\u001B[0m, \u001B[1;36m1.8\u001B[0m, \u001B[1;36m2\u001B[0m. , \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m2.2\u001B[0m, \u001B[1;36m2.4\u001B[0m, \u001B[1;36m2.6\u001B[0m, \u001B[1;36m2.8\u001B[0m, \u001B[1;36m3\u001B[0m. , \u001B[1;36m3.2\u001B[0m, \u001B[1;36m3.4\u001B[0m, \u001B[1;36m3.6\u001B[0m, \u001B[1;36m3.8\u001B[0m, \u001B[1;36m4\u001B[0m. , \u001B[1;36m4.2\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m4.4\u001B[0m\u001B[1m]\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mz\u001B[0m=\u001B[1;35marray\u001B[0m\u001B[1m(\u001B[0m\u001B[1m[\u001B[0m\u001B[1;36m-2\u001B[0m. , \u001B[1;36m-1.8\u001B[0m, \u001B[1;36m-1.6\u001B[0m, \u001B[1;36m-1.4\u001B[0m, \u001B[1;36m-1.2\u001B[0m, \u001B[1;36m-1\u001B[0m. , \u001B[1;36m-0.8\u001B[0m, \u001B[1;36m-0.6\u001B[0m, \u001B[1;36m-0.4\u001B[0m, \u001B[1;36m-0.2\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m0\u001B[0m. , \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m0.2\u001B[0m, \u001B[1;36m0.4\u001B[0m, \u001B[1;36m0.6\u001B[0m, \u001B[1;36m0.8\u001B[0m, \u001B[1;36m1\u001B[0m. , \u001B[1;36m1.2\u001B[0m, \u001B[1;36m1.4\u001B[0m, \u001B[1;36m1.6\u001B[0m, \u001B[1;36m1.8\u001B[0m, \u001B[1;36m2\u001B[0m. \u001B[1m]\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Coords'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Grid'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mgrid_info\u001B[0m = \u001B[1m{\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m'Nx'\u001B[0m: \u001B[1;36m20\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m'Ny'\u001B[0m: \u001B[1;36m44\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m'Nz'\u001B[0m: \u001B[1;36m20\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m'grid_points'\u001B[0m: \u001B[1;36m17600\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m'min_grid_size'\u001B[0m: \u001B[1;36m0.1999999999999993\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m'max_grid_size'\u001B[0m: \u001B[1;36m0.20000000000000018\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[32m'computational_complexity'\u001B[0m: \u001B[1;36m88000.0000000003\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m}\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mgrid_spec\u001B[0m = \u001B[1;35mGridSpec\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgrid_x\u001B[0m=\u001B[1;35mUniformGrid\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'UniformGrid'\u001B[0m, \u001B[33mdl\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.2\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgrid_y\u001B[0m=\u001B[1;35mUniformGrid\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'UniformGrid'\u001B[0m, \u001B[33mdl\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.2\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgrid_z\u001B[0m=\u001B[1;35mUniformGrid\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'UniformGrid'\u001B[0m, \u001B[33mdl\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.2\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mwavelength\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33moverride_structures\u001B[0m=\u001B[1m(\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msnapping_points\u001B[0m=\u001B[1m(\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mlayer_refinement_specs\u001B[0m=\u001B[1m(\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'GridSpec'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33minternal_absorbers\u001B[0m = \u001B[1m(\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33minternal_override_structures\u001B[0m = \u001B[1m[\u001B[0m\u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33minternal_snapping_points\u001B[0m = \u001B[1m[\u001B[0m\u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mlow_freq_smoothing\u001B[0m = \u001B[3;35mNone\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mlumped_elements\u001B[0m = \u001B[1m(\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mmedium\u001B[0m = \u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mmedium_map\u001B[0m = \u001B[1m{\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m\u001B[1m)\u001B[0m: \u001B[1;36m0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m\u001B[1m)\u001B[0m: \u001B[1;36m1\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m}\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mmediums\u001B[0m = \u001B[1m[\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mmonitors\u001B[0m = \u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mFieldMonitor\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'FieldMonitor'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0minf, inf, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[32m'fields_at_150THz'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33minterval_space\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcolocate\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfreqs\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m150000000000000.0\u001B[0m,\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mapodization\u001B[0m=\u001B[1;35mApodizationSpec\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mstart\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mend\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mwidth\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'ApodizationSpec'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfields\u001B[0m=\u001B[1m(\u001B[0m\u001B[32m'Ex'\u001B[0m, \u001B[32m'Ey'\u001B[0m, \u001B[32m'Hz'\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mFluxTimeMonitor\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'FluxTimeMonitor'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0minf, inf, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[32m'flux_over_time'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33minterval_space\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m, \u001B[1;36m1\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcolocate\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mstart\u001B[0m=\u001B[1;36m1e\u001B[0m\u001B[1;36m-13\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mstop\u001B[0m=\u001B[1;36m3e\u001B[0m\u001B[1;36m-13\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33minterval\u001B[0m=\u001B[1;36m5\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnormal_dir\u001B[0m=\u001B[32m'+'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mexclude_surfaces\u001B[0m=\u001B[3;35mNone\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mmonitors_data_size\u001B[0m = \u001B[1m{\u001B[0m\u001B[32m'fields_at_150THz'\u001B[0m: \u001B[1;36m22680.0\u001B[0m, \u001B[32m'flux_over_time'\u001B[0m: \u001B[1;36m416.0\u001B[0m\u001B[1m}\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;3;31mn_max\u001B[0m\u001B[1;31m =\u001B[0m \u001B[1;35mAttributeError\u001B[0m\u001B[1m(\u001B[0m\u001B[32m\"'Simulation' object has no attribute 'freq_max'\"\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mnormalize_index\u001B[0m = \u001B[1;36m0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mnum_cells\u001B[0m = \u001B[1;36m17600\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mnum_computational_grid_points\u001B[0m = \u001B[1;35mnp.int64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m18400\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mnum_pml_layers\u001B[0m = \u001B[1m[\u001B[0m\u001B[1m[\u001B[0m\u001B[1;36m0\u001B[0m, \u001B[1;36m0\u001B[0m\u001B[1m]\u001B[0m, \u001B[1m[\u001B[0m\u001B[1;36m12\u001B[0m, \u001B[1;36m12\u001B[0m\u001B[1m]\u001B[0m, \u001B[1m[\u001B[0m\u001B[1;36m0\u001B[0m, \u001B[1;36m0\u001B[0m\u001B[1m]\u001B[0m\u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mnum_time_steps\u001B[0m = \u001B[1;36m2624\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mnyquist_step\u001B[0m = \u001B[1;36m5\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mplot_length_units\u001B[0m = \u001B[32m'μm'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mplot_params\u001B[0m = \u001B[1;35mPlotParams\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33malpha\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mzorder\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'PlotParams'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33medgecolor\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfacecolor\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfill\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mhatch\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mlinewidth\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mpml_thicknesses\u001B[0m = \u001B[1m[\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m(\u001B[0m\u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m(\u001B[0m\u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m2.3999999999999995\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m2.399999999999997\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m(\u001B[0m\u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mpost_norm\u001B[0m = \u001B[1;36m1.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mprecision\u001B[0m = \u001B[32m'hybrid'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mrun_time\u001B[0m = \u001B[1;36m1e-12\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mscaled_courant\u001B[0m = \u001B[1;36m0.99\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mscene\u001B[0m = \u001B[1;35mScene\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mstructures\u001B[0m=\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mstructure_priority_mode\u001B[0m=\u001B[32m'equal'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mplot_length_units\u001B[0m=\u001B[32m'μm'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Scene'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mself_structure\u001B[0m = \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0minf, inf, inf\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mshutoff\u001B[0m = \u001B[1;36m1e-05\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msimulation_bounds\u001B[0m = \u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m(\u001B[0m\u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m-2.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m-4.3999999999999995\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m-2.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m(\u001B[0m\u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m4.399999999999997\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m2.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msimulation_geometry\u001B[0m = \u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m-1.3322676295501878e-15\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m4.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m8.799999999999997\u001B[0m\u001B[1m)\u001B[0m, \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m4.0\u001B[0m\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msimulation_structure\u001B[0m = \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m-1.3322676295501878e-15\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m4.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m8.799999999999997\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m4.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msimulation_type\u001B[0m = \u001B[32m'tidy3d'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msize\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m4.0\u001B[0m, \u001B[1;36m4.0\u001B[0m, \u001B[1;36m4.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msources\u001B[0m = \u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mUniformCurrentSource\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'UniformCurrentSource'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msource_time\u001B[0m=\u001B[1;35mGaussianPulse\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mamplitude\u001B[0m=\u001B[1;36m1\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mphase\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'GaussianPulse'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfreq0\u001B[0m=\u001B[1;36m150000000000000\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfwidth\u001B[0m=\u001B[1;36m10000000000000\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33moffset\u001B[0m=\u001B[1;36m5\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mremove_dc_component\u001B[0m=\u001B[3;92mTrue\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33minterpolate\u001B[0m=\u001B[3;92mTrue\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconfine_to_bounds\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpolarization\u001B[0m=\u001B[32m'Ez'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mstatic_structures\u001B[0m = \u001B[1m[\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mstructure_priority_mode\u001B[0m = \u001B[32m'equal'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mstructures\u001B[0m = \u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msubpixel\u001B[0m = \u001B[1;35mSubpixelSpec\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mdielectric\u001B[0m=\u001B[1;35mPolarizedAveraging\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'PolarizedAveraging'\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmetal\u001B[0m=\u001B[1;35mStaircasing\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Staircasing'\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpec\u001B[0m=\u001B[1;35mPECConformal\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'PECConformal'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtimestep_reduction\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.3\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33medge_singularity_correction\u001B[0m=\u001B[3;92mTrue\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpmc\u001B[0m=\u001B[1;35mStaircasing\u001B[0m\u001B[1m(\u001B[0m\u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[33mtype\u001B[0m=\u001B[32m'Staircasing'\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mlossy_metal\u001B[0m=\u001B[1;35mSurfaceImpedance\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'SurfaceImpedance'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtimestep_reduction\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33medge_singularity_correction\u001B[0m=\u001B[3;92mTrue\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'SubpixelSpec'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33msymmetry\u001B[0m = \u001B[1m(\u001B[0m\u001B[1;36m0\u001B[0m, \u001B[1;36m0\u001B[0m, \u001B[1;36m0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mtmesh\u001B[0m = \u001B[1;35marray\u001B[0m\u001B[1m(\u001B[0m\u001B[1m[\u001B[0m\u001B[1;36m0.00000000e+00\u001B[0m, \u001B[1;36m3.81314974e-16\u001B[0m, \u001B[1;36m7.62629948e-16\u001B[0m, \u001B[33m...\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;36m9.99426547e-13\u001B[0m, \u001B[1;36m9.99807862e-13\u001B[0m, \u001B[1;36m1.00018918e-12\u001B[0m\u001B[1m]\u001B[0m, \u001B[33mshape\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m2624\u001B[0m,\u001B[1m)\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mtype\u001B[0m = \u001B[32m'Simulation'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mversion\u001B[0m = \u001B[32m'2.10.0rc3'\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mvolumetric_structures\u001B[0m = \u001B[1m[\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1;35mStructure\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mgeometry\u001B[0m=\u001B[1;35mBox\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Box'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mcenter\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m, \u001B[1;36m0.0\u001B[0m\u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33msize\u001B[0m=\u001B[1m(\u001B[0m\u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m, \u001B[1;36m1.0\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_permittivity\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mbackground_medium\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpriority\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Structure'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmedium\u001B[0m=\u001B[1;35mMedium\u001B[0m\u001B[1m(\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mattrs\u001B[0m=\u001B[1m{\u001B[0m\u001B[1m}\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mname\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mfrequency_range\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mallow_gain\u001B[0m=\u001B[3;91mFalse\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mnonlinear_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mmodulation_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mviz_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mheat_spec\u001B[0m=\u001B[3;35mNone\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mtype\u001B[0m=\u001B[32m'Medium'\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mpermittivity\u001B[0m=\u001B[1;36m2\u001B[0m\u001B[1;36m.0\u001B[0m, \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[33mconductivity\u001B[0m=\u001B[1;36m0\u001B[0m\u001B[1;36m.0\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mwvl_mat_min\u001B[0m = \u001B[1;35mnp.float64\u001B[0m\u001B[1m(\u001B[0m\u001B[1;36m1.4132352000025548\u001B[0m\u001B[1m)\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m│\u001B[0m \u001B[3;33mzero_dims\u001B[0m = \u001B[1m[\u001B[0m\u001B[1m]\u001B[0m \u001B[34m│\u001B[0m\n", + "\u001B[34m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001B[0m\n" + ], "text/html": [ "
╭─────────────────────────────── <class 'tidy3d.components.simulation.Simulation'> ───────────────────────────────╮\n",
        " Custom implementation of Maxwell’s equations which represents the physical model to be solved using the FDTD    \n",
@@ -1724,7 +2729,7 @@
        "  │   │   layer_refinement_specs=(),                                                                           \n",
        "  │   │   type='GridSpec'                                                                                      \n",
        "  ),                                                                                                       \n",
-       "  version='2.9.0',                                                                                         \n",
+       "  version='2.10.0rc3',                                                                                     \n",
        "  plot_length_units='μm',                                                                                  \n",
        "  structure_priority_mode='equal',                                                                         \n",
        "  lumped_elements=(),                                                                                      \n",
@@ -1736,24 +2741,26 @@
        "  │   │   │   attrs={},                                                                                        \n",
        "  │   │   │   type='PECConformal',                                                                             \n",
        "  │   │   │   timestep_reduction=0.3,                                                                          \n",
-       "  │   │   │   edge_singularity_correction=False                                                                \n",
+       "  │   │   │   edge_singularity_correction=True                                                                 \n",
        "  │   │   ),                                                                                                   \n",
        "  │   │   pmc=Staircasing(attrs={}, type='Staircasing'),                                                       \n",
        "  │   │   lossy_metal=SurfaceImpedance(                                                                        \n",
        "  │   │   │   attrs={},                                                                                        \n",
        "  │   │   │   type='SurfaceImpedance',                                                                         \n",
        "  │   │   │   timestep_reduction=0.0,                                                                          \n",
-       "  │   │   │   edge_singularity_correction=False                                                                \n",
+       "  │   │   │   edge_singularity_correction=True                                                                 \n",
        "  │   │   ),                                                                                                   \n",
        "  │   │   type='SubpixelSpec'                                                                                  \n",
        "  ),                                                                                                       \n",
        "  simulation_type='tidy3d',                                                                                \n",
        "  post_norm=1.0,                                                                                           \n",
+       "  internal_absorbers=(),                                                                                   \n",
        "  courant=0.99,                                                                                            \n",
        "  precision='hybrid',                                                                                      \n",
        "  normalize_index=0,                                                                                       \n",
        "  shutoff=1e-05,                                                                                           \n",
-       "  run_time=1e-12                                                                                           \n",
+       "  run_time=1e-12,                                                                                          \n",
+       "  low_freq_smoothing=None                                                                                  \n",
        "  )                                                                                                            \n",
        " ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ \n",
        "                                                                                                                 \n",
@@ -1912,7 +2919,7 @@
        "                       courant = 0.99                                                                            \n",
        "               custom_datasets = []                                                                              \n",
        "                            dt = np.float64(3.813149739062003e-16)                                               \n",
-       "               frequency_range = (110000000000000.0, 190000000000000.0)                                          \n",
+       "               frequency_range = (110770887769698.48, 190588842668354.53)                                        \n",
        "                      geometry = Box(attrs={}, type='Box', center=(0.0, 0.0, 0.0), size=(4.0, 4.0, 4.0))         \n",
        "                          grid = Grid(                                                                           \n",
        "                                     attrs={},                                                                   \n",
@@ -1954,8 +2961,10 @@
        "                                     layer_refinement_specs=(),                                                  \n",
        "                                     type='GridSpec'                                                             \n",
        "                                 )                                                                               \n",
+       "            internal_absorbers = ()                                                                              \n",
        "  internal_override_structures = []                                                                              \n",
        "      internal_snapping_points = []                                                                              \n",
+       "            low_freq_smoothing = None                                                                            \n",
        "               lumped_elements = ()                                                                              \n",
        "                        medium = Medium(                                                                         \n",
        "                                     attrs={},                                                                   \n",
@@ -2285,14 +3294,14 @@
        "                                         attrs={},                                                               \n",
        "                                         type='PECConformal',                                                    \n",
        "                                         timestep_reduction=0.3,                                                 \n",
-       "                                         edge_singularity_correction=False                                       \n",
+       "                                         edge_singularity_correction=True                                        \n",
        "                                     ),                                                                          \n",
        "                                     pmc=Staircasing(attrs={}, type='Staircasing'),                              \n",
        "                                     lossy_metal=SurfaceImpedance(                                               \n",
        "                                         attrs={},                                                               \n",
        "                                         type='SurfaceImpedance',                                                \n",
        "                                         timestep_reduction=0.0,                                                 \n",
-       "                                         edge_singularity_correction=False                                       \n",
+       "                                         edge_singularity_correction=True                                        \n",
        "                                     ),                                                                          \n",
        "                                     type='SubpixelSpec'                                                         \n",
        "                                 )                                                                               \n",
@@ -2300,7 +3309,7 @@
        "                         tmesh = array([0.00000000e+00, 3.81314974e-16, 7.62629948e-16, ...,                     \n",
        "                                        9.99426547e-13, 9.99807862e-13, 1.00018918e-12], shape=(2624,))          \n",
        "                          type = 'Simulation'                                                                    \n",
-       "                       version = '2.9.0'                                                                         \n",
+       "                       version = '2.10.0rc3'                                                                     \n",
        "         volumetric_structures = [                                                                               \n",
        "                                     Structure(                                                                  \n",
        "                                         attrs={},                                                               \n",
@@ -2334,803 +3343,16 @@
        "                     zero_dims = []                                                                              \n",
        "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "
\n" - ], - "text/plain": [ - "\u001b[34m╭─\u001b[0m\u001b[34m──────────────────────────────\u001b[0m\u001b[34m \u001b[0m\u001b[1;34m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\u001b[32m'tidy3d.components.simulation.Simulation'\u001b[0m\u001b[1;34m>\u001b[0m\u001b[34m \u001b[0m\u001b[34m──────────────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[36mCustom implementation of Maxwell’s equations which represents the physical model to be solved using the FDTD\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[36mmethod.\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m╭─────────────────────────────────────────────────────────────────────────────────────────────────────────────╮\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1;35mSimulation\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Simulation'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m 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\u001b[0m\u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mstructures\u001b[0m=\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, 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\u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[1m)\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33msymmetry\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0\u001b[0m, \u001b[1;36m0\u001b[0m, \u001b[1;36m0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33msources\u001b[0m=\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1;35mUniformCurrentSource\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'UniformCurrentSource'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33msource_time\u001b[0m=\u001b[1;35mGaussianPulse\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mamplitude\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mphase\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'GaussianPulse'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mfreq0\u001b[0m=\u001b[1;36m150000000000000\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mfwidth\u001b[0m=\u001b[1;36m10000000000000\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33moffset\u001b[0m=\u001b[1;36m5\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mremove_dc_component\u001b[0m=\u001b[3;92mTrue\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33minterpolate\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mconfine_to_bounds\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mpolarization\u001b[0m=\u001b[32m'Ez'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mboundary_spec\u001b[0m=\u001b[1;35mBoundarySpec\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mx\u001b[0m=\u001b[1;35mBoundary\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mplus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mminus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Boundary'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33my\u001b[0m=\u001b[1;35mBoundary\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mplus\u001b[0m=\u001b[1;35mPML\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'PML'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mnum_layers\u001b[0m=\u001b[1;36m12\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mparameters\u001b[0m=\u001b[1;35mPMLParams\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33msigma_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33msigma_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33msigma_max\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.5\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'PMLParams'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mkappa_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mkappa_min\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mkappa_max\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33malpha_order\u001b[0m=\u001b[1;36m1\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33malpha_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33malpha_max\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[1m)\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mminus\u001b[0m=\u001b[1;35mPML\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'PML'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mnum_layers\u001b[0m=\u001b[1;36m12\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mparameters\u001b[0m=\u001b[1;35mPMLParams\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33msigma_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33msigma_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33msigma_max\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.5\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'PMLParams'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mkappa_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mkappa_min\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33mkappa_max\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33malpha_order\u001b[0m=\u001b[1;36m1\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33malpha_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ │ \u001b[0m\u001b[33malpha_max\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[1m)\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Boundary'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mz\u001b[0m=\u001b[1;35mBoundary\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mplus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mminus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Boundary'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'BoundarySpec'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mmonitors\u001b[0m=\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1;35mFieldMonitor\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FieldMonitor'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0minf, inf, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'fields_at_150THz'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mfreqs\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m150000000000000.0\u001b[0m,\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mapodization\u001b[0m=\u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1;35mFluxTimeMonitor\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FluxTimeMonitor'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0minf, inf, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'flux_over_time'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mstart\u001b[0m=\u001b[1;36m1e\u001b[0m\u001b[1;36m-13\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mstop\u001b[0m=\u001b[1;36m3e\u001b[0m\u001b[1;36m-13\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33minterval\u001b[0m=\u001b[1;36m5\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mnormal_dir\u001b[0m=\u001b[32m'+'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mexclude_surfaces\u001b[0m=\u001b[3;35mNone\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mgrid_spec\u001b[0m=\u001b[1;35mGridSpec\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mgrid_x\u001b[0m=\u001b[1;35mUniformGrid\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'UniformGrid'\u001b[0m, \u001b[33mdl\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.2\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mgrid_y\u001b[0m=\u001b[1;35mUniformGrid\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'UniformGrid'\u001b[0m, \u001b[33mdl\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.2\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mgrid_z\u001b[0m=\u001b[1;35mUniformGrid\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'UniformGrid'\u001b[0m, \u001b[33mdl\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.2\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mwavelength\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33moverride_structures\u001b[0m=\u001b[1m(\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33msnapping_points\u001b[0m=\u001b[1m(\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mlayer_refinement_specs\u001b[0m=\u001b[1m(\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'GridSpec'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mversion\u001b[0m=\u001b[32m'2.9.0'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mplot_length_units\u001b[0m=\u001b[32m'μm'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mstructure_priority_mode\u001b[0m=\u001b[32m'equal'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mlumped_elements\u001b[0m=\u001b[1m(\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33msubpixel\u001b[0m=\u001b[1;35mSubpixelSpec\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mdielectric\u001b[0m=\u001b[1;35mPolarizedAveraging\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'PolarizedAveraging'\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mmetal\u001b[0m=\u001b[1;35mStaircasing\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Staircasing'\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mpec\u001b[0m=\u001b[1;35mPECConformal\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'PECConformal'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtimestep_reduction\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.3\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33medge_singularity_correction\u001b[0m=\u001b[3;91mFalse\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mpmc\u001b[0m=\u001b[1;35mStaircasing\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Staircasing'\u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mlossy_metal\u001b[0m=\u001b[1;35mSurfaceImpedance\u001b[0m\u001b[1m(\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'SurfaceImpedance'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33mtimestep_reduction\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ │ \u001b[0m\u001b[33medge_singularity_correction\u001b[0m=\u001b[3;91mFalse\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ │ \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'SubpixelSpec'\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[1m)\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33msimulation_type\u001b[0m=\u001b[32m'tidy3d'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mpost_norm\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mcourant\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.99\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mprecision\u001b[0m=\u001b[32m'hybrid'\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mnormalize_index\u001b[0m=\u001b[1;36m0\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mshutoff\u001b[0m=\u001b[1;36m1e\u001b[0m\u001b[1;36m-05\u001b[0m, \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│ \u001b[0m\u001b[33mrun_time\u001b[0m=\u001b[1;36m1e\u001b[0m\u001b[1;36m-12\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1m)\u001b[0m \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mall_structures\u001b[0m = \u001b[1m[\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0minf, inf, inf\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mallow_gain\u001b[0m = \u001b[3;91mFalse\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mattrs\u001b[0m = \u001b[1m{\u001b[0m\u001b[1m}\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33maux_fields\u001b[0m = \u001b[1m[\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mbackground_structure\u001b[0m = \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0minf, inf, inf\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mboundary_spec\u001b[0m = \u001b[1;35mBoundarySpec\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mx\u001b[0m=\u001b[1;35mBoundary\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mplus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mminus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Boundary'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33my\u001b[0m=\u001b[1;35mBoundary\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mplus\u001b[0m=\u001b[1;35mPML\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PML'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnum_layers\u001b[0m=\u001b[1;36m12\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mparameters\u001b[0m=\u001b[1;35mPMLParams\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msigma_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msigma_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msigma_max\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.5\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PMLParams'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mkappa_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mkappa_min\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mkappa_max\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha_order\u001b[0m=\u001b[1;36m1\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha_max\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mminus\u001b[0m=\u001b[1;35mPML\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PML'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnum_layers\u001b[0m=\u001b[1;36m12\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mparameters\u001b[0m=\u001b[1;35mPMLParams\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msigma_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msigma_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msigma_max\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.5\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PMLParams'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mkappa_order\u001b[0m=\u001b[1;36m3\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mkappa_min\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mkappa_max\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha_order\u001b[0m=\u001b[1;36m1\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha_min\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha_max\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Boundary'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mz\u001b[0m=\u001b[1;35mBoundary\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mplus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mminus\u001b[0m=\u001b[1;35mPeriodic\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Periodic'\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Boundary'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'BoundarySpec'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-2.0\u001b[0m, \u001b[1;36m-2.0\u001b[0m, \u001b[1;36m-2.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m, \u001b[1;36m2.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mbounds_pml\u001b[0m = \u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-2.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-4.3999999999999995\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-2.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m4.399999999999997\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mcomplex_fields\u001b[0m = \u001b[3;91mFalse\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mcourant\u001b[0m = \u001b[1;36m0.99\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mcustom_datasets\u001b[0m = \u001b[1m[\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mdt\u001b[0m = \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m3.813149739062003e-16\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mfrequency_range\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m110000000000000.0\u001b[0m, \u001b[1;36m190000000000000.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mgrid\u001b[0m = \u001b[1;35mGrid\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mboundaries\u001b[0m=\u001b[1;35mCoords\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mx\u001b[0m=\u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m-2\u001b[0m. , \u001b[1;36m-1.8\u001b[0m, \u001b[1;36m-1.6\u001b[0m, \u001b[1;36m-1.4\u001b[0m, \u001b[1;36m-1.2\u001b[0m, \u001b[1;36m-1\u001b[0m. , \u001b[1;36m-0.8\u001b[0m, \u001b[1;36m-0.6\u001b[0m, \u001b[1;36m-0.4\u001b[0m, \u001b[1;36m-0.2\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m0\u001b[0m. , \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m0.2\u001b[0m, \u001b[1;36m0.4\u001b[0m, \u001b[1;36m0.6\u001b[0m, \u001b[1;36m0.8\u001b[0m, \u001b[1;36m1\u001b[0m. , \u001b[1;36m1.2\u001b[0m, \u001b[1;36m1.4\u001b[0m, \u001b[1;36m1.6\u001b[0m, \u001b[1;36m1.8\u001b[0m, \u001b[1;36m2\u001b[0m. \u001b[1m]\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33my\u001b[0m=\u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m-4.4\u001b[0m, \u001b[1;36m-4.2\u001b[0m, \u001b[1;36m-4\u001b[0m. , \u001b[1;36m-3.8\u001b[0m, \u001b[1;36m-3.6\u001b[0m, \u001b[1;36m-3.4\u001b[0m, \u001b[1;36m-3.2\u001b[0m, \u001b[1;36m-3\u001b[0m. , \u001b[1;36m-2.8\u001b[0m, \u001b[1;36m-2.6\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m-2.4\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m-2.2\u001b[0m, \u001b[1;36m-2\u001b[0m. , \u001b[1;36m-1.8\u001b[0m, \u001b[1;36m-1.6\u001b[0m, \u001b[1;36m-1.4\u001b[0m, \u001b[1;36m-1.2\u001b[0m, \u001b[1;36m-1\u001b[0m. , \u001b[1;36m-0.8\u001b[0m, \u001b[1;36m-0.6\u001b[0m, \u001b[1;36m-0.4\u001b[0m, \u001b[1;36m-0.2\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m0\u001b[0m. , \u001b[1;36m0.2\u001b[0m, \u001b[1;36m0.4\u001b[0m, \u001b[1;36m0.6\u001b[0m, \u001b[1;36m0.8\u001b[0m, \u001b[1;36m1\u001b[0m. , \u001b[1;36m1.2\u001b[0m, \u001b[1;36m1.4\u001b[0m, \u001b[1;36m1.6\u001b[0m, \u001b[1;36m1.8\u001b[0m, \u001b[1;36m2\u001b[0m. , \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m2.2\u001b[0m, \u001b[1;36m2.4\u001b[0m, \u001b[1;36m2.6\u001b[0m, \u001b[1;36m2.8\u001b[0m, \u001b[1;36m3\u001b[0m. , \u001b[1;36m3.2\u001b[0m, \u001b[1;36m3.4\u001b[0m, \u001b[1;36m3.6\u001b[0m, \u001b[1;36m3.8\u001b[0m, \u001b[1;36m4\u001b[0m. , \u001b[1;36m4.2\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m4.4\u001b[0m\u001b[1m]\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mz\u001b[0m=\u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m-2\u001b[0m. , \u001b[1;36m-1.8\u001b[0m, \u001b[1;36m-1.6\u001b[0m, \u001b[1;36m-1.4\u001b[0m, \u001b[1;36m-1.2\u001b[0m, \u001b[1;36m-1\u001b[0m. , \u001b[1;36m-0.8\u001b[0m, \u001b[1;36m-0.6\u001b[0m, \u001b[1;36m-0.4\u001b[0m, \u001b[1;36m-0.2\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m0\u001b[0m. , \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m0.2\u001b[0m, \u001b[1;36m0.4\u001b[0m, \u001b[1;36m0.6\u001b[0m, \u001b[1;36m0.8\u001b[0m, \u001b[1;36m1\u001b[0m. , \u001b[1;36m1.2\u001b[0m, \u001b[1;36m1.4\u001b[0m, \u001b[1;36m1.6\u001b[0m, \u001b[1;36m1.8\u001b[0m, \u001b[1;36m2\u001b[0m. \u001b[1m]\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Coords'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Grid'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mgrid_info\u001b[0m = \u001b[1m{\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m'Nx'\u001b[0m: \u001b[1;36m20\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m'Ny'\u001b[0m: \u001b[1;36m44\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m'Nz'\u001b[0m: \u001b[1;36m20\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m'grid_points'\u001b[0m: \u001b[1;36m17600\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m'min_grid_size'\u001b[0m: \u001b[1;36m0.1999999999999993\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m'max_grid_size'\u001b[0m: \u001b[1;36m0.20000000000000018\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[32m'computational_complexity'\u001b[0m: \u001b[1;36m88000.0000000003\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m}\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mgrid_spec\u001b[0m = \u001b[1;35mGridSpec\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgrid_x\u001b[0m=\u001b[1;35mUniformGrid\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'UniformGrid'\u001b[0m, \u001b[33mdl\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.2\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgrid_y\u001b[0m=\u001b[1;35mUniformGrid\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'UniformGrid'\u001b[0m, \u001b[33mdl\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.2\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgrid_z\u001b[0m=\u001b[1;35mUniformGrid\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'UniformGrid'\u001b[0m, \u001b[33mdl\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.2\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mwavelength\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33moverride_structures\u001b[0m=\u001b[1m(\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msnapping_points\u001b[0m=\u001b[1m(\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mlayer_refinement_specs\u001b[0m=\u001b[1m(\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'GridSpec'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33minternal_override_structures\u001b[0m = \u001b[1m[\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33minternal_snapping_points\u001b[0m = \u001b[1m[\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mlumped_elements\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mmedium\u001b[0m = \u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mmedium_map\u001b[0m = \u001b[1m{\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m\u001b[1m)\u001b[0m: \u001b[1;36m0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m\u001b[1m)\u001b[0m: \u001b[1;36m1\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m}\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mmediums\u001b[0m = \u001b[1m[\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mmonitors\u001b[0m = \u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mFieldMonitor\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'FieldMonitor'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0minf, inf, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[32m'fields_at_150THz'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfreqs\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m150000000000000.0\u001b[0m,\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mapodization\u001b[0m=\u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mFluxTimeMonitor\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'FluxTimeMonitor'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0minf, inf, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[32m'flux_over_time'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mstart\u001b[0m=\u001b[1;36m1e\u001b[0m\u001b[1;36m-13\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mstop\u001b[0m=\u001b[1;36m3e\u001b[0m\u001b[1;36m-13\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33minterval\u001b[0m=\u001b[1;36m5\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnormal_dir\u001b[0m=\u001b[32m'+'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mexclude_surfaces\u001b[0m=\u001b[3;35mNone\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mmonitors_data_size\u001b[0m = \u001b[1m{\u001b[0m\u001b[32m'fields_at_150THz'\u001b[0m: \u001b[1;36m22680.0\u001b[0m, \u001b[32m'flux_over_time'\u001b[0m: \u001b[1;36m416.0\u001b[0m\u001b[1m}\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;3;31mn_max\u001b[0m\u001b[1;31m =\u001b[0m \u001b[1;35mAttributeError\u001b[0m\u001b[1m(\u001b[0m\u001b[32m\"'Simulation' object has no attribute 'freq_max'\"\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mnormalize_index\u001b[0m = \u001b[1;36m0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mnum_cells\u001b[0m = \u001b[1;36m17600\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mnum_computational_grid_points\u001b[0m = \u001b[1;35mnp.int64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m18400\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mnum_pml_layers\u001b[0m = \u001b[1m[\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m0\u001b[0m, \u001b[1;36m0\u001b[0m\u001b[1m]\u001b[0m, \u001b[1m[\u001b[0m\u001b[1;36m12\u001b[0m, \u001b[1;36m12\u001b[0m\u001b[1m]\u001b[0m, \u001b[1m[\u001b[0m\u001b[1;36m0\u001b[0m, \u001b[1;36m0\u001b[0m\u001b[1m]\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mnum_time_steps\u001b[0m = \u001b[1;36m2624\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mnyquist_step\u001b[0m = \u001b[1;36m5\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mplot_length_units\u001b[0m = \u001b[32m'μm'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33malpha\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33medgecolor\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfacecolor\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mlinewidth\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mpml_thicknesses\u001b[0m = \u001b[1m[\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2.3999999999999995\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2.399999999999997\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mpost_norm\u001b[0m = \u001b[1;36m1.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mprecision\u001b[0m = \u001b[32m'hybrid'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mrun_time\u001b[0m = \u001b[1;36m1e-12\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mscaled_courant\u001b[0m = \u001b[1;36m0.99\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mscene\u001b[0m = \u001b[1;35mScene\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mstructures\u001b[0m=\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mstructure_priority_mode\u001b[0m=\u001b[32m'equal'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mplot_length_units\u001b[0m=\u001b[32m'μm'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Scene'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mself_structure\u001b[0m = \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0minf, inf, inf\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mshutoff\u001b[0m = \u001b[1;36m1e-05\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msimulation_bounds\u001b[0m = \u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-2.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-4.3999999999999995\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-2.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m4.399999999999997\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msimulation_geometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-1.3322676295501878e-15\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m8.799999999999997\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msimulation_structure\u001b[0m = \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-1.3322676295501878e-15\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m8.799999999999997\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msimulation_type\u001b[0m = \u001b[32m'tidy3d'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m, \u001b[1;36m4.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msources\u001b[0m = \u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mUniformCurrentSource\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'UniformCurrentSource'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msource_time\u001b[0m=\u001b[1;35mGaussianPulse\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mamplitude\u001b[0m=\u001b[1;36m1\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mphase\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'GaussianPulse'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfreq0\u001b[0m=\u001b[1;36m150000000000000\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfwidth\u001b[0m=\u001b[1;36m10000000000000\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33moffset\u001b[0m=\u001b[1;36m5\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mremove_dc_component\u001b[0m=\u001b[3;92mTrue\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33minterpolate\u001b[0m=\u001b[3;92mTrue\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconfine_to_bounds\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpolarization\u001b[0m=\u001b[32m'Ez'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mstatic_structures\u001b[0m = \u001b[1m[\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mstructure_priority_mode\u001b[0m = \u001b[32m'equal'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mstructures\u001b[0m = \u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msubpixel\u001b[0m = \u001b[1;35mSubpixelSpec\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mdielectric\u001b[0m=\u001b[1;35mPolarizedAveraging\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'PolarizedAveraging'\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmetal\u001b[0m=\u001b[1;35mStaircasing\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Staircasing'\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpec\u001b[0m=\u001b[1;35mPECConformal\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'PECConformal'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtimestep_reduction\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.3\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33medge_singularity_correction\u001b[0m=\u001b[3;91mFalse\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpmc\u001b[0m=\u001b[1;35mStaircasing\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Staircasing'\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mlossy_metal\u001b[0m=\u001b[1;35mSurfaceImpedance\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'SurfaceImpedance'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtimestep_reduction\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33medge_singularity_correction\u001b[0m=\u001b[3;91mFalse\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'SubpixelSpec'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33msymmetry\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0\u001b[0m, \u001b[1;36m0\u001b[0m, \u001b[1;36m0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mtmesh\u001b[0m = \u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m0.00000000e+00\u001b[0m, \u001b[1;36m3.81314974e-16\u001b[0m, \u001b[1;36m7.62629948e-16\u001b[0m, \u001b[33m...\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;36m9.99426547e-13\u001b[0m, \u001b[1;36m9.99807862e-13\u001b[0m, \u001b[1;36m1.00018918e-12\u001b[0m\u001b[1m]\u001b[0m, \u001b[33mshape\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m2624\u001b[0m,\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mtype\u001b[0m = \u001b[32m'Simulation'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mversion\u001b[0m = \u001b[32m'2.9.0'\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mvolumetric_structures\u001b[0m = \u001b[1m[\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1;35mStructure\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mgeometry\u001b[0m=\u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m1.0\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_permittivity\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mbackground_medium\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpriority\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Structure'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmedium\u001b[0m=\u001b[1;35mMedium\u001b[0m\u001b[1m(\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mname\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mfrequency_range\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mallow_gain\u001b[0m=\u001b[3;91mFalse\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mnonlinear_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mmodulation_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mviz_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mheat_spec\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mtype\u001b[0m=\u001b[32m'Medium'\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mpermittivity\u001b[0m=\u001b[1;36m2\u001b[0m\u001b[1;36m.0\u001b[0m, \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[33mconductivity\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mwvl_mat_min\u001b[0m = \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m1.4132352000025548\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m│\u001b[0m \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1m]\u001b[0m \u001b[34m│\u001b[0m\n", - "\u001b[34m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "# print the log, which is stored as an attribute rather than as its own file\n", - "print(sim_data.log)\n", - "\n", - "# get a copy of the original Simulation, so it also doesn't need to be stored separately\n", - "sim_data.simulation.help()" - ] + "execution_count": 23 }, { "cell_type": "markdown", @@ -3148,29 +3370,36 @@ }, { "cell_type": "code", - "execution_count": 24, "id": "5a1d45b1", "metadata": { - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-29T14:07:40.399392Z", + "start_time": "2025-10-29T14:07:40.341858Z" + } }, + "source": [ + "flux_data = sim_data[\"flux_over_time\"].flux\n", + "flux_data.plot()\n", + "plt.title(\"flux over time\")\n", + "plt.show()" + ], "outputs": [ { "data": { - "image/png": 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", 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AFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAAIAFYQkAAMCCsAQAAGBBWAIAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsCAsAQAAWBCWAAAALAhLAAAAFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALrwtLs2fPVt26dRUYGKjIyEht3rzZOn/JkiVq2rSpAgMD1apVK61atcr5WnZ2tiZOnKhWrVqpYsWKCg8P1+DBg3Xs2LGSbgMAAHgJrwpLixYt0vjx4zV16lRt3bpVbdq0UWxsrE6cOJHv/I0bN2rAgAEaPny4tm3bpri4OMXFxWnXrl2SpHPnzmnr1q165plntHXrVn388cfav3+/7rrrrtJsCwAAeDCHMcaUdRHuioyM1A033KA333xTkpSbm6uIiAg9/PDDmjRpUp75/fr1U2ZmplauXOkc69y5s9q2bas5c+bku49vv/1WnTp10qFDh1S7dm236kpPT1dwcLDS0tIUFBRUhM4AAEBpc/fnt9ecWbp48aKSkpIUExPjHPPx8VFMTIwSExPzXZOYmOgyX5JiY2MLnC9JaWlpcjgcCgkJKZa6AQCAd/Mr6wLcderUKeXk5Cg0NNRlPDQ0VPv27ct3TUpKSr7zU1JS8p1/4cIFTZw4UQMGDLAmzKysLGVlZTmfp6enu9sGAADwMl5zZqmkZWdn67777pMxRm+//bZ17owZMxQcHOx8RERElFKVAACgtHlNWKpWrZp8fX2VmprqMp6amqqwsLB814SFhbk1/3JQOnTokNasWXPF644mT56stLQ05+PIkSNF6AgAAHgDrwlL/v7+6tChg9auXescy83N1dq1axUVFZXvmqioKJf5krRmzRqX+ZeD0oEDB/Tll1+qatWqV6wlICBAQUFBLg8AAHBt8pprliRp/PjxGjJkiDp27KhOnTrp9ddfV2ZmpoYNGyZJGjx4sGrVqqUZM2ZIksaNG6euXbvqlVde0e23366FCxdqy5YteueddyRdCkr33nuvtm7dqpUrVyonJ8d5PVOVKlXk7+9fNo0CAACP4VVhqV+/fjp58qSmTJmilJQUtW3bVqtXr3ZexH348GH5+PzfybIuXbpo/vz5evrpp/Xkk0+qUaNGWr58uVq2bClJOnr0qFasWCFJatu2rcu+1q1bp27dupVKXwAAwHN51X2WPBX3WQIAwPtcc/dZAgAAKAuEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsCAsAQAAWBCWAAAALAhLAAAAFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAAIAFYQkAAMCCsAQAAGBBWAIAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsCAsAQAAWBCWAAAALAhLAAAAFoQlAAAAC8ISAACABWEJAADAws+dSe3bty/URh0Oh1asWKFatWoVqSgAAABP4VZY2r59uyZMmKDrrrvuinONMZo5c6aysrKuujgAAICy5lZYkqTHH39cNWrUcGvuK6+8UuSCAAAAPIlbYSk5OVnVqlVze6N79uxReHh4kYsCAADwFG6FpTp16hRqoxEREUUqBgAAwNO4/W24OnXqaNiwYXr//fd15MiRkqwJAADAY7h9zdKwYcOUkJCghQsX6uLFi6pXr566d++uHj16qHv37goLCyvJOgEAAMqEwxhjCrMgKytL33zzjdavX6+EhARt2rRJ2dnZaty4sXr06KHZs2eXVK0eKz09XcHBwUpLS1NQUFBZlwMAANzg7s/vQoel//Trr7/qlVde0V//+ledPXtWOTk5V7M5r0RYAgDA+7j789vtj+Euu3jxohITE5WQkOA8s1SrVi3de++96tq161UVDQAA4GncDkvPPvusMxzVqVNH//M//6ORI0fqww8/5DYBAADgmuX2x3A+Pj6qXbu2Jk2apL59+6pq1aolXZvX4GM4AAC8j7s/v92+dcDnn3+u/v37Kz4+XuHh4WrVqpUefvhhLV26VCdPniyWogEAADxNkS7wzsjI0Ndff63169dr3bp1+u6779SwYUN1795db775ZknU6dE4swQAgPcplW/D5eTkaPPmzVqxYoXeeustvg1HWAIAwGuUyLfhcnNztWXLFq1bt04JCQn65ptvlJmZqeuvv1733HOPunfvftWFAwAAeBK3w1KvXr20ceNGZWRkKDw8XN27d9drr72m7t27q379+iVZIwAAQJlxOyyFhITopZdeUvfu3dWoUaOSrAkAAMBjuB2WFixYUJJ1AAAAeCS3bh3wxhtv6MKFC25vdM6cOcrIyChyUQAAAJ7CrW/D+fr6KiUlRdWrV3dro0FBQdq+fft/zbVMfBsOAADvU6w3pTTGKDo6Wu3bt3frcf78+WJr5D/Nnj1bdevWVWBgoCIjI7V582br/CVLlqhp06YKDAxUq1attGrVqjy9TZkyRTVr1lT58uUVExOjAwcOlFj9AADAu7h1zdLUqVMLtdG7775bVapUKVJBNosWLdL48eM1Z84cRUZG6vXXX1dsbKz279+vGjVq5Jm/ceNGDRgwQDNmzNAdd9yh+fPnKy4uTlu3blXLli0lSX/5y1/0xhtvaN68eapXr56eeeYZxcbGas+ePQoMDCz2HgAAgHe5qptSlrbIyEjdcMMNzruE5+bmKiIiQg8//LAmTZqUZ36/fv2UmZmplStXOsc6d+6stm3bas6cOTLGKDw8XBMmTNBjjz0mSUpLS1NoaKji4+PVv39/t+oqiY/hjDE6d9H968QAALiWVfAPlMPhKNZtlshNKcvSxYsXlZSUpMmTJzvHfHx8FBMTo8TExHzXJCYmavz48S5jsbGxWr58uSQpOTlZKSkpiomJcb4eHBysyMhIJSYmFhiWsrKylJWV5Xyenp5e1LYKdO7iBTUYx00+AQCQpB9nrVPFgPJlsm+3/yHdsnbq1Cnl5OQoNDTUZTw0NFQpKSn5rklJSbHOv/zfwmxTkmbMmKHg4GDnIyIiotD9AAAA7+A1Z5Y8yeTJk13OWKWnpxd7YKrgH6gfZ60r1m0CAOCtKviX3XXEXhOWqlWrJl9fX6WmprqMp6amKiwsLN81YWFh1vmX/5uamqqaNWu6zGnbtm2BtQQEBCggIKAobbjN4XCU2elGAADwfwr9MZzt5pTHjx+/qmJs/P391aFDB61du9Y5lpubq7Vr1yoqKirfNVFRUS7zJWnNmjXO+fXq1VNYWJjLnPT0dG3atKnAbQIAgP8uhQ5L7du31/bt2/OMf/TRR2rdunVx1FSg8ePH6+9//7vmzZunvXv36qGHHlJmZqaGDRsmSRo8eLDLBeDjxo3T6tWr9corr2jfvn2aNm2atmzZojFjxki6dPbmkUce0fPPP68VK1Zo586dGjx4sMLDwxUXF1eivQAAAO9Q6I/hunXrps6dO2v69OmaOHGiMjMzNXr0aC1evFh//vOfS6JGp379+unkyZOaMmWKUlJS1LZtW61evdp5gfbhw4fl4/N/+a9Lly6aP3++nn76aT355JNq1KiRli9f7rzHkiQ98cQTyszM1MiRI3XmzBnddNNNWr16NfdYAgAAkop4n6XPPvtMI0aMUMOGDXX8+HFdd911+uCDD1xCyH8T/rkTAAC8T4neZ6lXr17q3bu33n77bfn5+enTTz/9rw1KAADg2lboa5Z+/PFHRUVFaeXKlfriiy/0xBNP6K677tITTzyh7OzskqgRAACgzBQ6LLVt21b16tXTd999p1tuuUXPP/+81q1bp48//lidOnUqiRoBAADKTKHD0ltvvaWFCxcqJCTEOdalSxdt27ZN7du3L87aAAAAypxX/UO6nooLvAEA8D4ldoH3+++/X+BrDodDgwYNKuwmAQAAPFahzyxVrlzZ5Xl2drbOnTsnf39/VahQQb/88kuxFugNOLMEAID3cffnd6GvWfr1119dHmfPntX+/ft10003acGCBVdVNAAAgKcpdFjKT6NGjTRz5kyNGzeuODYHAADgMYolLEmSn5+fjh07VlybAwAA8AiFvsB7xYoVLs+NMTp+/LjefPNN3XjjjcVWGAAAgCcodFiKi4tzee5wOFS9enX16NFDr7zySnHVBQAA4BEKHZZyc3NLog4AAACPVGzXLAEAAFyL3DqzNH78eLc3+Oqrrxa5GAAAAE/jVljatm2bWxtzOBxXVQwAAICncSsszZo1Sy1atJCvr29J1wMAAOBR3LpmqV27ds5/xqR+/fo6ffp0iRYFAADgKdwKSyEhIfrpp58kSQcPHuQbcQAA4L+GWx/D9enTR127dlXNmjXlcDjUsWPHAj+SuxyqAAAArgVuhaV33nlHvXv31g8//KCxY8fqwQcfVKVKlUq6NgAAgDLn9k0pe/bsKUlKSkrSuHHjCEsAAOC/QqHv4D137tySqAMAAMAjcQdvAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAAIAFYQkAAMCCsAQAAGBBWAIAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsCAsAQAAWBCWAAAALAhLAAAAFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALrwlLv/zyiwYOHKigoCCFhIRo+PDhOnv2rHXNhQsXNHr0aFWtWlXXXXed+vTpo9TUVOfr3333nQYMGKCIiAiVL19ezZo106xZs0q6FQAA4EW8JiwNHDhQu3fv1po1a7Ry5Upt2LBBI0eOtK559NFH9emnn2rJkiVav369jh07pt69eztfT0pKUo0aNfTBBx9o9+7deuqppzR58mS9+eabJd0OAADwEg5jjCnrIq5k7969at68ub799lt17NhRkrR69Wrddttt+vnnnxUeHp5nTVpamqpXr6758+fr3nvvlSTt27dPzZo1U2Jiojp37pzvvkaPHq29e/fqq6++cru+9PR0BQcHKy0tTUFBQUXoEAAAlDZ3f357xZmlxMREhYSEOIOSJMXExMjHx0ebNm3Kd01SUpKys7MVExPjHGvatKlq166txMTEAveVlpamKlWqWOvJyspSenq6ywMAAFybvCIspaSkqEaNGi5jfn5+qlKlilJSUgpc4+/vr5CQEJfx0NDQAtds3LhRixYtuuLHezNmzFBwcLDzERER4X4zAADAq5RpWJo0aZIcDof1sW/fvlKpZdeuXbr77rs1depU3Xrrrda5kydPVlpamvNx5MiRUqkRAACUPr+y3PmECRM0dOhQ65z69esrLCxMJ06ccBn/7bff9MsvvygsLCzfdWFhYbp48aLOnDnjcnYpNTU1z5o9e/YoOjpaI0eO1NNPP33FugMCAhQQEHDFeQAAwPuVaViqXr26qlevfsV5UVFROnPmjJKSktShQwdJ0ldffaXc3FxFRkbmu6ZDhw4qV66c1q5dqz59+kiS9u/fr8OHDysqKso5b/fu3erRo4eGDBmiP//5z8XQFQAAuJZ4xbfhJKlXr15KTU3VnDlzlJ2drWHDhqljx46aP3++JOno0aOKjo7W+++/r06dOkmSHnroIa1atUrx8fEKCgrSww8/LOnStUnSpY/eevToodjYWL300kvOffn6+roV4i7j23AAAHgfd39+l+mZpcL48MMPNWbMGEVHR8vHx0d9+vTRG2+84Xw9Oztb+/fv17lz55xjr732mnNuVlaWYmNj9dZbbzlfX7p0qU6ePKkPPvhAH3zwgXO8Tp06OnjwYKn0BQAAPJvXnFnyZJxZAgDA+1xT91kCAAAoK4QlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAAIAFYQkAAMCCsAQAAGBBWAIAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsCAsAQAAWBCWAAAALAhLAAAAFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAAIAFYQkAAMCCsAQAAGBBWAIAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsCAsAQAAWBCWAAAALAhLAAAAFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsvCYs/fLLLxo4cKCCgoIUEhKi4cOH6+zZs9Y1Fy5c0OjRo1W1alVdd9116tOnj1JTU/Ode/r0aV1//fVyOBw6c+ZMCXQAAAC8kdeEpYEDB2r37t1as2aNVq5cqQ0bNmjkyJHWNY8++qg+/fRTLVmyROvXr9exY8fUu3fvfOcOHz5crVu3LonSAQCAF3MYY0xZF3Ele/fuVfPmzfXtt9+qY8eOkqTVq1frtttu088//6zw8PA8a9LS0lS9enXNnz9f9957ryRp3759atasmRITE9W5c2fn3LfffluLFi3SlClTFB0drV9//VUhISFu15eenq7g4GClpaUpKCjo6poFAAClwt2f315xZikxMVEhISHOoCRJMTEx8vHx0aZNm/Jdk5SUpOzsbMXExDjHmjZtqtq1aysxMdE5tmfPHj377LN6//335ePj3i9HVlaW0tPTXR4AAODa5BVhKSUlRTVq1HAZ8/PzU5UqVZSSklLgGn9//zxniEJDQ51rsrKyNGDAAL300kuqXbu22/XMmDFDwcHBzkdEREThGgIAAF6jTMPSpEmT5HA4rI99+/aV2P4nT56sZs2a6f777y/0urS0NOfjyJEjJVQhAAAoa35lufMJEyZo6NCh1jn169dXWFiYTpw44TL+22+/6ZdfflFYWFi+68LCwnTx4kWdOXPG5exSamqqc81XX32lnTt3aunSpZKky5dvVatWTU899ZSmT5+e77YDAgIUEBDgTosAAMDLlWlYql69uqpXr37FeVFRUTpz5oySkpLUoUMHSZeCTm5uriIjI/Nd06FDB5UrV05r165Vnz59JEn79+/X4cOHFRUVJUn66KOPdP78eeeab7/9Vg888IC+/vprNWjQ4GrbAwAA14AyDUvuatasmXr27KkHH3xQc+bMUXZ2tsaMGaP+/fs7vwl39OhRRUdH6/3331enTp0UHBys4cOHa/z48apSpYqCgoL08MMPKyoqyvlNuP8MRKdOnXLurzDfhgMAANcurwhLkvThhx9qzJgxio6Olo+Pj/r06aM33njD+Xp2drb279+vc+fOOcdee+0159ysrCzFxsbqrbfeKovyAQCAl/KK+yx5Ou6zBACA97mm7rMEAABQVghLAAAAFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAAIAFYQkAAMCCsAQAAGBBWAIAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsCAsAQAAWBCWAAAALAhLAAAAFoQlAAAAC8ISAACABWEJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAAIAFYQkAAMCCsAQAAGBBWAIAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAu/si7gWmCMkSSlp6eXcSUAAMBdl39uX/45XhDCUjHIyMiQJEVERJRxJQAAoLAyMjIUHBxc4OsOc6U4hSvKzc3VsWPHVKlSJTkcjmLZZnp6uiIiInTkyBEFBQUVyzY9DT1eG+jx2kCP3u9a708q/h6NMcrIyFB4eLh8fAq+MokzS8XAx8dH119/fYlsOygo6Jr9TX8ZPV4b6PHaQI/e71rvTyreHm1nlC7jAm8AAAALwhIAAIAFYclDBQQEaOrUqQoICCjrUkoMPV4b6PHaQI/e71rvTyq7HrnAGwAAwIIzSwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwVEo2bNigO++8U+Hh4XI4HFq+fPkV1yQkJKh9+/YKCAhQw4YNFR8fn2fO7NmzVbduXQUGBioyMlKbN28u/uLdUNj+Pv74Y91yyy2qXr26goKCFBUVpS+++MJlzrRp0+RwOFweTZs2LcEu7ArbY0JCQp76HQ6HUlJSXOZ5yjGUCt/j0KFD8+2xRYsWzjmedhxnzJihG264QZUqVVKNGjUUFxen/fv3X3HdkiVL1LRpUwUGBqpVq1ZatWqVy+vGGE2ZMkU1a9ZU+fLlFRMTowMHDpRUGwUqSn9///vfdfPNN6ty5cqqXLmyYmJi8vw+zO9Y9+zZsyRbKVBReoyPj89Tf2BgoMscTzmGUtF67NatW77vx9tvv905x5OO49tvv63WrVs7bzAZFRWlzz//3LqmrN6HhKVSkpmZqTZt2mj27NluzU9OTtbtt9+u7t27a/v27XrkkUc0YsQIl0CxaNEijR8/XlOnTtXWrVvVpk0bxcbG6sSJEyXVRoEK29+GDRt0yy23aNWqVUpKSlL37t115513atu2bS7zWrRooePHjzsf//rXv0qifLcUtsfL9u/f79JDjRo1nK950jGUCt/jrFmzXHo7cuSIqlSpor59+7rM86TjuH79eo0ePVr//ve/tWbNGmVnZ+vWW29VZmZmgWs2btyoAQMGaPjw4dq2bZvi4uIUFxenXbt2Oef85S9/0RtvvKE5c+Zo06ZNqlixomJjY3XhwoXSaMupKP0lJCRowIABWrdunRITExUREaFbb71VR48edZnXs2dPl+O4YMGCkm4nX0XpUbp01+ff13/o0CGX1z3lGEpF6/Hjjz926W/Xrl3y9fXN8370lON4/fXXa+bMmUpKStKWLVvUo0cP3X333dq9e3e+88v0fWhQ6iSZZcuWWec88cQTpkWLFi5j/fr1M7Gxsc7nnTp1MqNHj3Y+z8nJMeHh4WbGjBnFWm9hudNffpo3b26mT5/ufD516lTTpk2b4iusGLnT47p164wk8+uvvxY4x1OPoTFFO47Lli0zDofDHDx40DnmycfRGGNOnDhhJJn169cXOOe+++4zt99+u8tYZGSkGTVqlDHGmNzcXBMWFmZeeukl5+tnzpwxAQEBZsGCBSVTuJvc6e8//fbbb6ZSpUpm3rx5zrEhQ4aYu+++uwQqvHru9Dh37lwTHBxc4OuefAyNKdpxfO2110ylSpXM2bNnnWOefByNMaZy5crmf//3f/N9rSzfh5xZ8lCJiYmKiYlxGYuNjVViYqIk6eLFi0pKSnKZ4+Pjo5iYGOccb5Kbm6uMjAxVqVLFZfzAgQMKDw9X/fr1NXDgQB0+fLiMKiy6tm3bqmbNmrrlllv0zTffOMevtWMoSe+++65iYmJUp04dl3FPPo5paWmSlOf33u9d6f2YnJyslJQUlznBwcGKjIws82PpTn//6dy5c8rOzs6zJiEhQTVq1FCTJk300EMP6fTp08Vaa1G52+PZs2dVp04dRURE5DmD4cnHUCracXz33XfVv39/VaxY0WXcE49jTk6OFi5cqMzMTEVFReU7pyzfh4QlD5WSkqLQ0FCXsdDQUKWnp+v8+fM6deqUcnJy8p3zn9fEeIOXX35ZZ8+e1X333ecci4yMVHx8vFavXq23335bycnJuvnmm5WRkVGGlbqvZs2amjNnjj766CN99NFHioiIULdu3bR161ZJuuaO4bFjx/T5559rxIgRLuOefBxzc3P1yCOP6MYbb1TLli0LnFfQ+/Hycbr8X087lu72958mTpyo8PBwlx86PXv21Pvvv6+1a9fqxRdf1Pr169WrVy/l5OSUROluc7fHJk2a6L333tMnn3yiDz74QLm5uerSpYt+/vlnSZ57DKWiHcfNmzdr165ded6PnnYcd+7cqeuuu04BAQH64x//qGXLlql58+b5zi3L96HfVa0GisH8+fM1ffp0ffLJJy7X8/Tq1cv5/61bt1ZkZKTq1KmjxYsXa/jw4WVRaqE0adJETZo0cT7v0qWLfvzxR7322mv6xz/+UYaVlYx58+YpJCREcXFxLuOefBxHjx6tXbt2lek1VCWpKP3NnDlTCxcuVEJCgssF0P3793f+f6tWrdS6dWs1aNBACQkJio6OLta6C8PdHqOiolzOWHTp0kXNmjXT3/72Nz333HMlXeZVKcpxfPfdd9WqVSt16tTJZdzTjmOTJk20fft2paWlaenSpRoyZIjWr19fYGAqK5xZ8lBhYWFKTU11GUtNTVVQUJDKly+vatWqydfXN985YWFhpVnqVVm4cKFGjBihxYsX5zm9+p9CQkLUuHFj/fDDD6VUXfHr1KmTs/5r5RhKl76B8t5772nQoEHy9/e3zvWU4zhmzBitXLlS69at0/XXX2+dW9D78fJxuvxfTzqWhenvspdfflkzZ87UP//5T7Vu3do6t379+qpWrVqZHsei9HhZuXLl1K5dO2f9nngMpaL1mJmZqYULF7r1l5GyPo7+/v5q2LChOnTooBkzZqhNmzaaNWtWvnPL8n1IWPJQUVFRWrt2rcvYmjVrnH8z8vf3V4cOHVzm5Obmau3atQV+3utpFixYoGHDhmnBggUuX20tyNmzZ/Xjjz+qZs2apVBdydi+fbuz/mvhGF62fv16/fDDD2794VzWx9EYozFjxmjZsmX66quvVK9evSuuudL7sV69egoLC3OZk56erk2bNpX6sSxKf9KlbxE999xzWr16tTp27HjF+T///LNOnz5dJsexqD3+Xk5Ojnbu3Oms35OOoXR1PS5ZskRZWVm6//77rzi3LI9jfnJzc5WVlZXva2X6Pryqy8PhtoyMDLNt2zazbds2I8m8+uqrZtu2bebQoUPGGGMmTZpkBg0a5Jz/008/mQoVKpjHH3/c7N2718yePdv4+vqa1atXO+csXLjQBAQEmPj4eLNnzx4zcuRIExISYlJSUjy+vw8//ND4+fmZ2bNnm+PHjzsfZ86ccc6ZMGGCSUhIMMnJyeabb74xMTExplq1aubEiROl3p8xhe/xtddeM8uXLzcHDhwwO3fuNOPGjTM+Pj7myy+/dM7xpGNoTOF7vOz+++83kZGR+W7T047jQw89ZIKDg01CQoLL771z58455wwaNMhMmjTJ+fybb74xfn5+5uWXXzZ79+41U6dONeXKlTM7d+50zpk5c6YJCQkxn3zyidmxY4e5++67Tb169cz58+c9vr+ZM2caf39/s3TpUpc1GRkZxphLvy8ee+wxk5iYaJKTk82XX35p2rdvbxo1amQuXLhQqv0Vtcfp06ebL774wvz4448mKSnJ9O/f3wQGBprdu3c753jKMTSmaD1edtNNN5l+/frlGfe04zhp0iSzfv16k5ycbHbs2GEmTZpkHA6H+ec//2mM8az3IWGplFz+Gvl/PoYMGWKMufR1zq5du+ZZ07ZtW+Pv72/q169v5s6dm2e7f/3rX03t2rWNv7+/6dSpk/n3v/9d8s3ko7D9de3a1TrfmEu3SqhZs6bx9/c3tWrVMv369TM//PBD6Tb2O4Xt8cUXXzQNGjQwgYGBpkqVKqZbt27mq6++yrNdTzmGxhTt9+mZM2dM+fLlzTvvvJPvNj3tOObXnySX91fXrl1dfi8aY8zixYtN48aNjb+/v2nRooX57LPPXF7Pzc01zzzzjAkNDTUBAQEmOjra7N+/vxQ6clWU/urUqZPvmqlTpxpjjDl37py59dZbTfXq1U25cuVMnTp1zIMPPlhmob4oPT7yyCPO91loaKi57bbbzNatW1226ynH0Jii/z7dt2+fkeQMHL/nacfxgQceMHXq1DH+/v6mevXqJjo62qVuT3ofOowx5urOTQEAAFy7uGYJAADAgrAEAABgQVgCAACwICwBAABYEJYAAAAsCEsAAAAWhCUAAAALwhIAr5KQkCCHw6EzZ86U+r4dDoccDodCQkJKZX8HDx507rNt27alsk+gqDZs2KA777xT4eHhcjgcWr58eZnvb9q0aWratKkqVqyoypUrKyYmRps2bSr0vghLADxWt27d9Mgjj7iMdenSRcePH1dwcHCZ1DR37lx9//33pbKviIgIHT9+XBMmTCiV/QFXIzMzU23atNHs2bM9Zn+NGzfWm2++qZ07d+pf//qX6tatq1tvvVUnT54s1L78rrZYAChN/v7+ZfqvwIeEhKhGjRqlsi9fX1+FhYXpuuuuK5X9AVejV69e6tWrV4GvZ2Vl6amnntKCBQt05swZtWzZUi+++KK6detWIvuTpD/84Q8uz1999VW9++672rFjh6Kjo93eF2eWAHikoUOHav369Zo1a5bzo6iDBw/m+RguPj5eISEhWrlypZo0aaIKFSro3nvv1blz5zRv3jzVrVtXlStX1tixY5WTk+PcflZWlh577DHVqlVLFStWVGRkpBISEgpd53fffafu3burUqVKCgoKUocOHbRlyxbn6//617908803q3z58oqIiNDYsWOVmZnpUsfEiRMVERGhgIAANWzYUO+++26Rf90ATzVmzBglJiZq4cKF2rFjh/r27auePXvqwIEDpbL/ixcv6p133lFwcLDatGlTqLWcWQLgkWbNmqXvv/9eLVu21LPPPitJql69ug4ePJhn7rlz5/TGG29o4cKFysjIUO/evXXPPfcoJCREq1at0k8//aQ+ffroxhtvVL9+/SRd+oN7z549WrhwocLDw7Vs2TL17NlTO3fuVKNGjdyuc+DAgWrXrp3efvtt+fr6avv27SpXrpwk6ccff1TPnj31/PPP67333tPJkyc1ZswYjRkzRnPnzpUkDR48WImJiXrjjTfUpk0bJScn69SpU1f5qwd4lsOHD2vu3Lk6fPiwwsPDJUmPPfaYVq9erblz5+qFF14osX2vXLlS/fv317lz51SzZk2tWbNG1apVK9xGrvqf4gWAEtK1a1czbtw4l7F169YZSebXX381xhgzd+5cI8n88MMPzjmjRo0yFSpUMBkZGc6x2NhYM2rUKGOMMYcOHTK+vr7m6NGjLtuOjo42kydPLrAeSWbZsmUuY5UqVTLx8fH5zh8+fLgZOXKky9jXX39tfHx8zPnz583+/fuNJLNmzZoC92mMMVOnTjVt2rSxzgE8yX++V1auXGkkmYoVK7o8/Pz8zH333WeMMWbv3r1GkvUxceJEt/b3e2fPnjUHDhwwiYmJ5oEHHjB169Y1qampheqHM0sAvF6FChXUoEED5/PQ0FDVrVvX5Vqf0NBQnThxQpK0c+dO5eTkqHHjxi7bycrKUtWqVQu17/Hjx2vEiBH6xz/+oZiYGPXt29dZy3fffacdO3boww8/dM43xig3N1fJycnauXOnfH191bVr10L3DHiTs2fPytfXV0lJSfL19XV57fL7tH79+tq7d691O4V9f0pSxYoV1bBhQzVs2FCdO3dWo0aN9O6772ry5Mlub4OwBMDrXf7Y6zKHw5HvWG5uriT3/uB217Rp0/SHP/xBn332mT7//HNNnTpVCxcu1D333KOzZ89q1KhRGjt2bJ51tWvX1g8//FCofQHeql27dsrJydGJEyd088035zvH399fTZs2LfFacnNzlZWVVag1hCUAHsvf39/louzi4s4f3IXRuHFjNW7cWI8++qgGDBiguXPn6p577lH79u21Z88eNWzYMN91rVq1Um5urtavX6+YmJirrgMoS2fPnnX5C0BycrK2b9+uKlWqqHHjxho4cKAGDx6sV155Re3atdPJkye1du1atW7dWrfffnux7q927drKzMzUn//8Z911112qWbOmTp06pdmzZ+vo0aPq27dvofbFt+EAeKy6detq06ZNOnjwoE6dOuU8M3S1fv8H98cff6zk5GRt3rxZM2bM0Geffeb2ds6fP68xY8YoISFBhw4d0jfffKNvv/1WzZo1kyRNnDhRGzdu1JgxY7R9+3YdOHBAn3zyicaMGePsb8iQIXrggQe0fPlyJScnKyEhQYsXLy6WPoHStGXLFrVr107t2rWTdOkj6nbt2mnKlCmSLt2jbPDgwZowYYKaNGmiuLg4ffvtt6pdu3aJ7M/X11f79u1Tnz591LhxY9155506ffq0vv76a7Vo0aJQ++LMEgCP9dhjj2nIkCFq3ry5zp8/r+Tk5GLb9ty5c/X8889rwoQJOnr0qKpVq6bOnTvrjjvucHsbvr6+On36tAYPHqzU1FRVq1ZNvXv31vTp0yVJrVu31vr16/XUU0/p5ptvljFGDRo0cH4jT5LefvttPfnkk/rTn/6k06dPq3bt2nryySeLrU+gtHTr1k2XrrXOX7ly5TR9+nTn+6Ok9xcYGKiPP/64WPblMLY9AQCcHA6Hli1bpri4uFLd77Rp07R8+XJt3769VPcL4BLCEgC4yeFwKDAwUFWrVtXPP/9c4vs7fPiwmjdvrosXL6p58+aEJaCM8DEcALjp8p2G//MbdCUlPDzcGZACAgJKZZ8A8uLMEgAAgAXfhgMAALAgLAEAAFgQlgAAACwISwAAABaEJQAAAAvCEgAAgAVhCQAAwIKwBAAAYEFYAgAAsPh/hLBQwd83EboAAAAASUVORK5CYII=" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "flux_data = sim_data[\"flux_over_time\"].flux\n", - "flux_data.plot()\n", - "plt.title(\"flux over time\")\n", - "plt.show()" - ] + "execution_count": 24 }, { "cell_type": "markdown", @@ -3182,28 +3411,36 @@ }, { "cell_type": "code", - "execution_count": 25, "id": "9bad3d76", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:40.482038Z", + "start_time": "2025-10-29T14:07:40.403982Z" + } + }, + "source": [ + "Ey = sim_data[\"fields_at_150THz\"].Ey\n", + "\n", + "Ey.real.plot(x=\"x\", y=\"y\", robust=True)\n", + "plt.title(\"real{Ey(x, y)}\")\n", + "plt.show()" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "Ey = sim_data[\"fields_at_150THz\"].Ey\n", - "\n", - "Ey.real.plot(x=\"x\", y=\"y\", robust=True)\n", - "plt.title(\"real{Ey(x, y)}\")\n", - "plt.show()" - ] + "execution_count": 25 }, { "cell_type": "markdown", @@ -3215,25 +3452,33 @@ }, { "cell_type": "code", - "execution_count": 26, "id": "72490bd2", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-29T14:07:40.574325Z", + "start_time": "2025-10-29T14:07:40.485563Z" + } + }, + "source": [ + "sim_data.plot_field(\"fields_at_150THz\", \"Ey\", val=\"real\")\n", + "plt.show()" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "sim_data.plot_field(\"fields_at_150THz\", \"Ey\", val=\"real\")\n", - "plt.show()" - ] + "execution_count": 26 }, { "cell_type": "markdown", @@ -3429,7 +3674,7 @@ { "data": { "text/html": "
🚶  Starting 'web_demo'...\n
\n", - "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mStarting 'web_demo'...\u001b[0m\n" + "text/plain": "\u001B[32m🚶 \u001B[0m \u001B[1;32mStarting 'web_demo'...\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -3564,7 +3809,7 @@ { "data": { "text/html": "
solver progress (field decay = 0.00e+00) ━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
\n", - "text/plain": "solver progress (field decay = 0.00e+00) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n" + "text/plain": "solver progress (field decay = 0.00e+00) \u001B[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[35m100%\u001B[0m \u001B[36m0:00:00\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" @@ -3593,7 +3838,7 @@ { "data": { "text/html": "
 simulation.hdf5.gz ━━━━━━━━━━━━━━━━━━━━━━━━━ 100.0%1.2/1.2 kB?0:00:00\n
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🏃  Finishing 'web_demo'...\n
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\n" ], "text/plain": [ - "\u001b[2;36m10:35:15 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: No connection: Retrying for \u001b[0m\u001b[1;36m180\u001b[0m\u001b[31m seconds. \u001b[0m\n" + "\u001B[2;36m10:35:15 CEST\u001B[0m\u001B[2;36m \u001B[0m\u001B[31mWARNING: No connection: Retrying for \u001B[0m\u001B[1;36m180\u001B[0m\u001B[31m seconds. \u001B[0m\n" ] }, "metadata": {}, diff --git a/WebAPI.ipynb b/WebAPI.ipynb index d26d7e7e..a78f335f 100644 --- a/WebAPI.ipynb +++ b/WebAPI.ipynb @@ -12,7 +12,6 @@ }, { "cell_type": "code", - "execution_count": 1, "id": "e3db6278", "metadata": { "execution": { @@ -20,16 +19,44 @@ "iopub.status.busy": "2023-08-19T02:01:54.139501Z", "iopub.status.idle": "2023-08-19T02:01:55.541877Z", "shell.execute_reply": "2023-08-19T02:01:55.541238Z" + }, + "ExecuteTime": { + "end_time": "2025-10-29T14:10:43.465631Z", + "start_time": "2025-10-29T14:10:41.995324Z" } }, - "outputs": [], "source": [ "import tidy3d as td\n", "import tidy3d.web as web\n", "\n", "# set logging level to ERROR because we'll only running simulations to demonstrate the web API, we don't care about the results.\n", "td.config.logging_level = \"ERROR\"" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "\u001B[2;36m15:10:42 CET\u001B[0m\u001B[2;36m \u001B[0m\u001B[31mWARNING: Using canonical configuration directory at \u001B[0m\n", + "\u001B[2;36m \u001B[0m\u001B[32m'/home/marco/.config/tidy3d'\u001B[0m\u001B[31m. Found legacy directory at \u001B[0m\n", + "\u001B[2;36m \u001B[0m\u001B[32m'~/.tidy3d'\u001B[0m\u001B[31m, which will be ignored. Remove it manually or run \u001B[0m\n", + "\u001B[2;36m \u001B[0m\u001B[32m'tidy3d config migrate --delete-legacy'\u001B[0m\u001B[31m to clean up. \u001B[0m\n" + ], + "text/html": [ + "
15:10:42 CET WARNING: Using canonical configuration directory at                \n",
+       "             '/home/marco/.config/tidy3d'. Found legacy directory at            \n",
+       "             '~/.tidy3d', which will be ignored. Remove it manually or run      \n",
+       "             'tidy3d config migrate --delete-legacy' to clean up.               \n",
+       "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 1 }, { "cell_type": "markdown", @@ -43,7 +70,6 @@ }, { "cell_type": "code", - "execution_count": 2, "id": "0f48e0d0", "metadata": { "execution": { @@ -51,9 +77,12 @@ "iopub.status.busy": "2023-08-19T02:01:55.544021Z", "iopub.status.idle": "2023-08-19T02:01:55.566834Z", "shell.execute_reply": "2023-08-19T02:01:55.566315Z" + }, + "ExecuteTime": { + "end_time": "2025-10-29T14:10:43.474238Z", + "start_time": "2025-10-29T14:10:43.468817Z" } }, - "outputs": [], "source": [ "# whether to print output in web functions, note: if False (default) they will all run silently\n", "verbose = True\n", @@ -97,7 +126,9 @@ " run_time=run_time,\n", " boundary_spec=td.BoundarySpec.all_sides(boundary=pml),\n", ")" - ] + ], + "outputs": [], + "execution_count": 2 }, { "cell_type": "markdown", @@ -113,7 +144,6 @@ }, { "cell_type": "code", - "execution_count": 3, "id": "00aa7bf9", "metadata": { "execution": { @@ -121,369 +151,380 @@ "iopub.status.busy": "2023-08-19T02:01:55.568697Z", "iopub.status.idle": "2023-08-19T02:02:20.757644Z", "shell.execute_reply": "2023-08-19T02:02:20.756982Z" + }, + "ExecuteTime": { + "end_time": "2025-10-29T14:15:06.327931Z", + "start_time": "2025-10-29T14:10:43.523307Z" } }, + "source": [ + "# upload the simulation to our servers\n", + "task_id = web.upload(sim, task_name=\"webAPI\", verbose=verbose)\n", + "\n", + "# start the simulation running\n", + "web.start(task_id)\n", + "\n", + "# monitor the simulation, don't move on to next line until completed.\n", + "web.monitor(task_id, verbose=verbose)\n", + "\n", + "# download the results and load into a simulation data object for plotting, post processing etc.\n", + "sim_data = web.load(task_id, path=\"data/sim.hdf5\", verbose=verbose)" + ], "outputs": [ { "data": { + "text/plain": [ + "\u001B[2;36m15:10:45 CET\u001B[0m\u001B[2;36m \u001B[0mCreated task \u001B[32m'webAPI'\u001B[0m with resource_id \n", + "\u001B[2;36m \u001B[0m\u001B[32m'fdve-8a9d34dd-4033-4cd9-9315-184865d379f2'\u001B[0m and task_type \u001B[32m'FDTD'\u001B[0m. \n" + ], "text/html": [ - "
11:15:25 Eastern Daylight Time Created task 'webAPI' with task_id               \n",
-       "                               'fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f' and  \n",
-       "                               task_type 'FDTD'.                                \n",
+       "
15:10:45 CET Created task 'webAPI' with resource_id                             \n",
+       "             'fdve-8a9d34dd-4033-4cd9-9315-184865d379f2' and task_type 'FDTD'.  \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:15:25 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'webAPI'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f'\u001b[0m and \n", - "\u001b[2;36m \u001b[0mtask_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mView task using web UI at \n", + "\u001B[2;36m \u001B[0m\u001B]8;id=811009;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8a9d34dd-4033-4cd9-9315-184865d379f2\u001B\\\u001B[32m'https://tidy3d.simulation.cloud/workbench?\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=292393;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8a9d34dd-4033-4cd9-9315-184865d379f2\u001B\\\u001B[32mtaskId\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=811009;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8a9d34dd-4033-4cd9-9315-184865d379f2\u001B\\\u001B[32m=\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=246506;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8a9d34dd-4033-4cd9-9315-184865d379f2\u001B\\\u001B[32mfdve\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=811009;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8a9d34dd-4033-4cd9-9315-184865d379f2\u001B\\\u001B[32m-8a9d34dd-403\u001B[0m\u001B]8;;\u001B\\\n", + "\u001B[2;36m \u001B[0m\u001B]8;id=811009;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8a9d34dd-4033-4cd9-9315-184865d379f2\u001B\\\u001B[32m3-4cd9-9315-184865d379f2'\u001B[0m\u001B]8;;\u001B\\. \n" + ], "text/html": [ - "
                               View task using web UI at                        \n",
-       "                               'https://tidy3d.simulation.cloud/workbench?taskId\n",
-       "                               =fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f'.     \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-8a9d34dd-403\n",
+       "             3-4cd9-9315-184865d379f2'.                                         \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=22457;https://tidy3d.simulation.cloud/workbench?taskId=fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=426983;https://tidy3d.simulation.cloud/workbench?taskId=fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=22457;https://tidy3d.simulation.cloud/workbench?taskId=fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=228768;https://tidy3d.simulation.cloud/workbench?taskId=fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=22457;https://tidy3d.simulation.cloud/workbench?taskId=fdve-482d8ff4-1de8-4508-8e06-6431135b2c7f\u001b\\\u001b[32m-482d8ff4-1de8-4508-8e06-6431135b2c7f'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fc4cefa6465642ad828f3a73ab5e0122", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ - "Output()" + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mTask folder: \u001B]8;id=154002;https://tidy3d.simulation.cloud/folders/folder-df61810d-cad6-4474-8ea9-e4f00d5dfcb0\u001B\\\u001B[32m'default'\u001B[0m\u001B]8;;\u001B\\. \n" + ], + "text/html": [ + "
             Task folder: 'default'.                                            \n",
+       "
\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "text/html": [ - "
\n"
+      "text/plain": [
+       "Output()"
       ],
-      "text/plain": []
+      "application/vnd.jupyter.widget-view+json": {
+       "version_major": 2,
+       "version_minor": 0,
+       "model_id": "2460efac0b7e4fa7b883c8e2e441dcb1"
+      }
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
     },
     {
      "data": {
+      "text/plain": [],
       "text/html": [
-       "
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-       "
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       ]
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
     },
     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:10:48 CET\u001B[0m\u001B[2;36m \u001B[0mEstimated FlexCredit cost: \u001B[1;36m0.025\u001B[0m. Minimum cost depends on task     \n",
+       "\u001B[2;36m             \u001B[0mexecution details. Use \u001B[32m'web.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed  \n",
+       "\u001B[2;36m             \u001B[0mFlexCredit cost after a simulation run.                            \n"
+      ],
       "text/html": [
-       "
11:15:27 Eastern Daylight Time status = queued                                  \n",
+       "
15:10:48 CET Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:15:27 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mstatus = queued \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m15:10:50 CET\u001B[0m\u001B[2;36m \u001B[0mstatus = queued \n" + ], "text/html": [ - "
                               To cancel the simulation, use                    \n",
-       "                               'web.abort(task_id)' or 'web.delete(task_id)' or \n",
-       "                               abort/delete the task in the web UI. Terminating \n",
-       "                               the Python script will not stop the job running  \n",
-       "                               on the cloud.                                    \n",
+       "
15:10:50 CET status = queued                                                    \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", - "\u001b[2;36m \u001b[0mabort/delete the task in the web UI. Terminating \n", - "\u001b[2;36m \u001b[0mthe Python script will not stop the job running \n", - "\u001b[2;36m \u001b[0mon the cloud. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mTo cancel the simulation, use \u001B[32m'web.abort\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m or \n", + "\u001B[2;36m \u001B[0m\u001B[32m'web.delete\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m or abort/delete the task in the web UI. \n", + "\u001B[2;36m \u001B[0mTerminating the Python script will not stop the job running on the \n", + "\u001B[2;36m \u001B[0mcloud. \n" + ], "text/html": [ - "
11:15:54 Eastern Daylight Time status = preprocess                              \n",
+       "
             To cancel the simulation, use 'web.abort(task_id)' or              \n",
+       "             'web.delete(task_id)' or abort/delete the task in the web UI.      \n",
+       "             Terminating the Python script will not stop the job running on the \n",
+       "             cloud.                                                             \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:15:54 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "text/html": [ - "
\n"
+      "text/plain": [
+       "Output()"
       ],
-      "text/plain": []
+      "application/vnd.jupyter.widget-view+json": {
+       "version_major": 2,
+       "version_minor": 0,
+       "model_id": "549b914a46934c3fb7f2c6b7eb0fed68"
+      }
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
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      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:14:57 CET\u001B[0m\u001B[2;36m \u001B[0mstatus = success                                                   \n"
+      ],
       "text/html": [
-       "
11:15:56 Eastern Daylight Time Maximum FlexCredit cost: 0.025. Use              \n",
-       "                               'web.real_cost(task_id)' to get the billed       \n",
-       "                               FlexCredit cost after a simulation run.          \n",
+       "
15:14:57 CET status = success                                                   \n",
        "
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11:15:57 Eastern Daylight Time running solver                                   \n",
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11:16:00 Eastern Daylight Time status = postprocess                             \n",
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15:15:00 CET status = success                                                   \n",
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+       "\u001B[2;36m            \u001B[0m\u001B[2;36m \u001B[0mView simulation result at                                          \n",
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+      "text/plain": [
+       "\u001B[2;36m15:15:06 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from data/sim.hdf5                              \n"
+      ],
       "text/html": [
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15:15:06 CET Loading simulation from data/sim.hdf5                              \n",
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+       "\u001B[2;36m             \u001B[0mexecution details. Use \u001B[32m'web.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed  \n",
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-       "                               FlexCredit cost after a simulation run.          \n",
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+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:16:08 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost \n", - "\u001b[2;36m \u001b[0mdepends on task execution details. Use \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", - "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "# initializes job, puts task on server (but doesn't run it)\n", - "job = web.Job(simulation=sim, task_name=\"job\", verbose=verbose)\n", - "\n", - "# estimate the maximum cost\n", - "estimated_cost = web.estimate_cost(job.task_id)" - ] + "execution_count": 4 }, { "cell_type": "markdown", @@ -628,7 +707,6 @@ }, { "cell_type": "code", - "execution_count": 5, "id": "e9628d1e", "metadata": { "execution": { @@ -636,282 +714,81 @@ "iopub.status.busy": "2023-08-19T02:02:27.336386Z", "iopub.status.idle": "2023-08-19T02:03:00.112828Z", "shell.execute_reply": "2023-08-19T02:03:00.112033Z" + }, + "ExecuteTime": { + "end_time": "2025-10-29T14:15:18.452896Z", + "start_time": "2025-10-29T14:15:11.937187Z" } }, + "source": [ + "# start job, monitor, and load results\n", + "sim_data = job.run(path=\"data/sim.hdf5\")" + ], "outputs": [ { "data": { + "text/plain": [ + "\u001B[2;36m15:15:15 CET\u001B[0m\u001B[2;36m \u001B[0mstatus = success \n" + ], "text/html": [ - "
11:16:09 Eastern Daylight Time status = queued                                  \n",
+       "
15:15:15 CET status = success                                                   \n",
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                               To cancel the simulation, use                    \n",
-       "                               'web.abort(task_id)' or 'web.delete(task_id)' or \n",
-       "                               abort/delete the task in the web UI. Terminating \n",
-       "                               the Python script will not stop the job running  \n",
-       "                               on the cloud.                                    \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", - "\u001b[2;36m \u001b[0mabort/delete the task in the web UI. Terminating \n", - "\u001b[2;36m \u001b[0mthe Python script will not stop the job running \n", - "\u001b[2;36m \u001b[0mon the cloud. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
11:16:16 Eastern Daylight Time status = preprocess                              \n",
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11:16:17 Eastern Daylight Time Maximum FlexCredit cost: 0.025. Use              \n",
-       "                               'web.real_cost(task_id)' to get the billed       \n",
-       "                               FlexCredit cost after a simulation run.          \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:16:17 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Use \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", - "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
                               starting up solver                               \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
                               running solver                                   \n",
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11:16:21 Eastern Daylight Time status = postprocess                             \n",
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11:16:25 Eastern Daylight Time status = success                                 \n",
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                               View simulation result at                        \n",
-       "                               'https://tidy3d.simulation.cloud/workbench?taskId\n",
-       "                               =fdve-7016bdf8-0b42-4abf-ba9d-08195d373f92'.     \n",
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\n" + "\u001B[2;36m15:15:18 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from data/sim.hdf5 \n" ], - "text/plain": [ - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { "text/html": [ - "
11:16:27 Eastern Daylight Time loading simulation from data/sim.hdf5            \n",
+       "
15:15:18 CET Loading simulation from data/sim.hdf5                              \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:16:27 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim.hdf5 \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "# start job, monitor, and load results\n", - "sim_data = job.run(path=\"data/sim.hdf5\")" - ] + "execution_count": 5 }, { "cell_type": "markdown", @@ -925,7 +802,6 @@ }, { "cell_type": "code", - "execution_count": 6, "id": "55808199", "metadata": { "execution": { @@ -933,72 +809,73 @@ "iopub.status.busy": "2023-08-19T02:03:00.716560Z", "iopub.status.idle": "2023-08-19T02:03:01.208721Z", "shell.execute_reply": "2023-08-19T02:03:01.207857Z" + }, + "ExecuteTime": { + "end_time": "2025-10-29T14:15:21.618584Z", + "start_time": "2025-10-29T14:15:18.457607Z" } }, + "source": [ + "# saves the job metadata to a single file\n", + "job.to_file(\"data/job.json\")\n", + "\n", + "# can exit session, break here, or continue in new session.\n", + "\n", + "# load the job metadata from file\n", + "job_loaded = web.Job.from_file(\"data/job.json\")\n", + "\n", + "# download the data from the server and load it into a SimulationData object.\n", + "sim_data = job_loaded.load(path=\"data/sim.hdf5\")" + ], "outputs": [ { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "28aaf2de264c42798de57cc881682f9e", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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+       "\u001B[2;36m15:15:21 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from data/sim.hdf5                              \n"
+      ],
       "text/html": [
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11:16:28 Eastern Daylight Time loading simulation from data/sim.hdf5            \n",
+       "
15:15:21 CET Loading simulation from data/sim.hdf5                              \n",
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11:16:30 Eastern Daylight Time Created task 'sim_2' with task_id                \n",
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-       "                               =fdve-bf9497b0-bbc0-4ebf-a090-92d3805d0380'.     \n",
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11:16:51 Eastern Daylight Time loading simulation from                          \n",
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11:16:52 Eastern Daylight Time loading simulation from                          \n",
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11:16:53 Eastern Daylight Time loading simulation from                          \n",
-       "                               data\\fdve-bf9497b0-bbc0-4ebf-a090-92d3805d0380.hd\n",
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                               Created task 'sim_0' with task_id                \n",
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11:16:54 Eastern Daylight Time Created task 'sim_1' with task_id                \n",
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11:16:56 Eastern Daylight Time Created task 'sim_2' with task_id                \n",
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15:15:33 CET Maximum FlexCredit cost: 0.075 for the whole batch.                \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:16:56 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'sim_2'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-7cbf20ca-4312-4220-8ff0-deffb7c240ae'\u001b[0m and \n", - "\u001b[2;36m \u001b[0mtask_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mUse \u001B[32m'Batch.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed FlexCredit cost after \n", + "\u001B[2;36m \u001B[0mcompletion. \n" + ], "text/html": [ - "
                               View task using web UI at                        \n",
-       "                               'https://tidy3d.simulation.cloud/workbench?taskId\n",
-       "                               =fdve-7cbf20ca-4312-4220-8ff0-deffb7c240ae'.     \n",
+       "
             Use 'Batch.real_cost()' to get the billed FlexCredit cost after    \n",
+       "             completion.                                                        \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=751321;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7cbf20ca-4312-4220-8ff0-deffb7c240ae\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=415745;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7cbf20ca-4312-4220-8ff0-deffb7c240ae\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=751321;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7cbf20ca-4312-4220-8ff0-deffb7c240ae\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=985223;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7cbf20ca-4312-4220-8ff0-deffb7c240ae\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=751321;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7cbf20ca-4312-4220-8ff0-deffb7c240ae\u001b\\\u001b[32m-7cbf20ca-4312-4220-8ff0-deffb7c240ae'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "484c8df2c75c414ca0c0486ceadbbfe7", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n"
       ],
-      "text/plain": []
+      "application/vnd.jupyter.widget-view+json": {
+       "version_major": 2,
+       "version_minor": 0,
+       "model_id": "ab5df97f5af148d9b080c4e892dcf9ef"
+      }
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
     },
     {
      "data": {
-      "text/html": [
-       "
\n",
-       "
\n" - ], "text/plain": [ - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { + "\u001B[2;36m15:15:48 CET\u001B[0m\u001B[2;36m \u001B[0mBatch complete. \n" + ], "text/html": [ - "
11:16:59 Eastern Daylight Time Started working on Batch.                        \n",
+       "
15:15:48 CET Batch complete.                                                    \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:16:59 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [], "text/html": [ - "
11:17:01 Eastern Daylight Time Maximum FlexCredit cost: 0.075 for the whole     \n",
-       "                               batch.                                           \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:17:01 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.075\u001b[0m for the whole \n", - "\u001b[2;36m \u001b[0mbatch. \n" + "
\n"
       ]
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0ae64033",
+   "metadata": {},
+   "source": [
+    "When the batch is completed, the output is not a [SimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SimulationData.html) but rather a [BatchData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.BatchData.html).  The data within this [BatchData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.BatchData.html) object can either be indexed directly `batch_results[task_name]` or can be looped through `batch_results.items()` to get the [SimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SimulationData.html) for each task.\n",
+    "\n",
+    "This was chosen to reduce the memory strain from loading all [SimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SimulationData.html) objects at once.\n",
+    "\n",
+    "Alternatively, the batch can be looped through (several times) using the `.items()` method, similar to a dictionary."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "id": "e855fe08",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-19T02:03:36.530933Z",
+     "iopub.status.busy": "2023-08-19T02:03:36.530695Z",
+     "iopub.status.idle": "2023-08-19T02:03:38.581550Z",
+     "shell.execute_reply": "2023-08-19T02:03:38.580933Z"
     },
+    "tags": [],
+    "ExecuteTime": {
+     "end_time": "2025-10-29T14:16:00.136519Z",
+     "start_time": "2025-10-29T14:15:53.389178Z"
+    }
+   },
+   "source": [
+    "# grab the sum of intensities in the simulation one by one (to save memory)\n",
+    "intensities = {}\n",
+    "for task_name, sim_data in batch_results.items():\n",
+    "    intensity = sim_data.get_intensity(\"field\").sel(f=freq0)\n",
+    "    sum_intensity = float(intensity.sum((\"x\", \"y\")).values[0])\n",
+    "    intensities[task_name] = sum_intensity\n",
+    "\n",
+    "print(intensities)"
+   ],
+   "outputs": [
     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:15:55 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from                                            \n",
+       "\u001B[2;36m             \u001B[0mdata/fdve-\u001B[93mef73aa96-65f9-4793-9b1d-26ea9b39c6b2\u001B[0m.hdf5                \n"
+      ],
       "text/html": [
-       "
                               Use 'Batch.real_cost()' to get the billed        \n",
-       "                               FlexCredit cost after the Batch has completed.   \n",
+       "
15:15:55 CET Loading simulation from                                            \n",
+       "             data/fdve-ef73aa96-65f9-4793-9b1d-26ea9b39c6b2.hdf5                \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", - "\u001b[2;36m \u001b[0mFlexCredit cost after the Batch has completed. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "65727a12fb75474b8bb0f031c6d8386d", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { + "\u001B[2;36m15:15:56 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from \n", + "\u001B[2;36m \u001B[0mdata/fdve-\u001B[93mc229e1b2-0bb8-44df-a570-df73ab419ba8\u001B[0m.hdf5 \n" + ], "text/html": [ - "
11:17:14 Eastern Daylight Time Batch complete.                                  \n",
+       "
15:15:56 CET Loading simulation from                                            \n",
+       "             data/fdve-c229e1b2-0bb8-44df-a570-df73ab419ba8.hdf5                \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:17:14 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "text/html": [ - "
\n"
+      "text/plain": [
+       "\u001B[2;36m15:16:00 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from                                            \n",
+       "\u001B[2;36m             \u001B[0mdata/fdve-\u001B[93m2cd0c62f-c207-4191-b057-f2a1c753aed1\u001B[0m.hdf5                \n"
       ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
       "text/html": [
-       "
\n",
+       "
15:16:00 CET Loading simulation from                                            \n",
+       "             data/fdve-2cd0c62f-c207-4191-b057-f2a1c753aed1.hdf5                \n",
        "
\n" - ], - "text/plain": [ - "\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'sim_0': 6473211.0, 'sim_1': 6473211.0, 'sim_2': 6473211.0}\n" + ] } ], + "execution_count": 8 + }, + { + "cell_type": "markdown", + "id": "b1e19538-d559-4ea2-b555-0df0135417ff", + "metadata": {}, "source": [ - "batch_results = web.run_async(simulations=sims, verbose=verbose)" + "## Simulation Batching\n", + "\n", + "Finally, one perform batch processing of several simulations in a single function call.\n", + "\n", + "For this purpose, [web.run](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.run.run.html) function can also be used for any nested combinations of dictionaries, lists or tuples.\n", + "\n", + "Here is the previous example repeated using this feature." ] }, { "cell_type": "code", - "execution_count": 10, - "id": "4189dce5-6ec8-4bc4-a1a2-946a06bd9de5", + "id": "0a56613f-78f0-4aad-bb4f-826193a809b0", "metadata": { "execution": { - "iopub.execute_input": "2023-08-19T02:04:18.077517Z", - "iopub.status.busy": "2023-08-19T02:04:18.077354Z", - "iopub.status.idle": "2023-08-19T02:04:19.937244Z", - "shell.execute_reply": "2023-08-19T02:04:19.936662Z" + "iopub.execute_input": "2023-08-19T02:03:38.612831Z", + "iopub.status.busy": "2023-08-19T02:03:38.612656Z", + "iopub.status.idle": "2023-08-19T02:04:17.604868Z", + "shell.execute_reply": "2023-08-19T02:04:17.604263Z" }, - "tags": [] + "ExecuteTime": { + "end_time": "2025-10-29T14:16:20.476211Z", + "start_time": "2025-10-29T14:16:00.142436Z" + } }, + "source": [ + "batch_results_dict = web.run(sims, verbose=verbose)\n", + "# sim_list = list(sims.values())\n", + "# batch_results_list = web.run(sim_list, verbose=verbose) # this would return a plain list of SimulationData" + ], "outputs": [ { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a07f2b2b41be44819fb52df4416d9909", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ - "Output()" + "\u001B[2;36m15:16:01 CET\u001B[0m\u001B[2;36m \u001B[0mCreated task \u001B[32m'fdtd_2025-10-29_15-16-00'\u001B[0m with resource_id \n", + "\u001B[2;36m \u001B[0m\u001B[32m'fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2'\u001B[0m and task_type \u001B[32m'FDTD'\u001B[0m. \n" + ], + "text/html": [ + "
15:16:01 CET Created task 'fdtd_2025-10-29_15-16-00' with resource_id           \n",
+       "             'fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2' and task_type 'FDTD'.  \n",
+       "
\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "text/html": [ - "
\n"
+      "text/plain": [
+       "\u001B[2;36m            \u001B[0m\u001B[2;36m \u001B[0mView task using web UI at                                          \n",
+       "\u001B[2;36m             \u001B[0m\u001B]8;id=655135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2\u001B\\\u001B[32m'https://tidy3d.simulation.cloud/workbench?\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=710211;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2\u001B\\\u001B[32mtaskId\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=655135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2\u001B\\\u001B[32m=\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=170182;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2\u001B\\\u001B[32mfdve\u001B[0m\u001B]8;;\u001B\\\u001B]8;id=655135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2\u001B\\\u001B[32m-0e9a1dac-0a3\u001B[0m\u001B]8;;\u001B\\\n",
+       "\u001B[2;36m             \u001B[0m\u001B]8;id=655135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0e9a1dac-0a3c-431d-af51-3e63bc484aa2\u001B\\\u001B[32mc-431d-af51-3e63bc484aa2'\u001B[0m\u001B]8;;\u001B\\.                                         \n"
       ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
       "text/html": [
-       "
\n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-0e9a1dac-0a3\n",
+       "             c-431d-af51-3e63bc484aa2'.                                         \n",
        "
\n" - ], - "text/plain": [ - "\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m \u001B[0m\u001B[2;36m \u001B[0mTask folder: \u001B]8;id=515771;https://tidy3d.simulation.cloud/folders/folder-df61810d-cad6-4474-8ea9-e4f00d5dfcb0\u001B\\\u001B[32m'default'\u001B[0m\u001B]8;;\u001B\\. \n" + ], "text/html": [ - "
11:17:15 Eastern Daylight Time loading simulation from                          \n",
-       "                               .\\fdve-3e163014-4be9-4d47-91b0-490e44a64f19.hdf5 \n",
+       "
             Task folder: 'default'.                                            \n",
        "
\n" - ], - "text/plain": [ - "\u001b[2;36m11:17:15 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mloading simulation from \n", - "\u001b[2;36m \u001b[0m.\\fdve-\u001b[93m3e163014-4be9-4d47-91b0-490e44a64f19\u001b[0m.hdf5 \n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b6ae513710424a73bbddc052e29f6c40", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ "Output()" - ] + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "13f2fea2d7ad41dbbaf8fcaeb602f956" + } }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [], "text/html": [ "
\n"
-      ],
-      "text/plain": []
+      ]
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
     },
     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:16:06 CET\u001B[0m\u001B[2;36m \u001B[0mEstimated FlexCredit cost: \u001B[1;36m0.025\u001B[0m. Minimum cost depends on task     \n",
+       "\u001B[2;36m             \u001B[0mexecution details. Use \u001B[32m'web.real_cost\u001B[0m\u001B[32m(\u001B[0m\u001B[32mtask_id\u001B[0m\u001B[32m)\u001B[0m\u001B[32m'\u001B[0m to get the billed  \n",
+       "\u001B[2;36m             \u001B[0mFlexCredit cost after a simulation run.                            \n"
+      ],
       "text/html": [
-       "
\n",
+       "
15:16:06 CET Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" - ], - "text/plain": [ - "\n" ] }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } }, { "data": { + "text/plain": [ + "\u001B[2;36m15:16:09 CET\u001B[0m\u001B[2;36m \u001B[0mstatus = success \n" + ], "text/html": [ - "
11:17:17 Eastern Daylight Time loading simulation from                          \n",
-       "                               .\\fdve-21d2a378-4508-4c6b-b50c-f9181fdfa91c.hdf5 \n",
+       "
15:16:09 CET status = success                                                   \n",
        "
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\n"
       ],
-      "text/plain": []
+      "application/vnd.jupyter.widget-view+json": {
+       "version_major": 2,
+       "version_minor": 0,
+       "model_id": "d17b7109c4874aa786e8efcbe2529642"
+      }
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
     },
     {
      "data": {
+      "text/plain": [],
       "text/html": [
-       "
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-       "
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       ]
      },
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
     },
     {
      "data": {
+      "text/plain": [
+       "\u001B[2;36m15:16:20 CET\u001B[0m\u001B[2;36m \u001B[0mLoading simulation from simulation_data.hdf5                       \n"
+      ],
       "text/html": [
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11:17:18 Eastern Daylight Time loading simulation from                          \n",
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15:16:20 CET Loading simulation from simulation_data.hdf5                       \n",
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solver progress (field decay = 0.00e+00) ━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
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solver progress (field decay = 0.00e+00) ━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
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sim_0: status = success ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nsim_1: status = success ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nsim_2: status = success ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n
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It works by splitting a laser beam into two paths and then recombining them. By changing the phase of light in one path relative to the other, we can control whether the waves interfere constructively (bright output) or destructively (dark output). This allows for high-speed modulation, making such modulators ideal for encoding data onto light signals in fiber-optic communications. This notebook focuses on the forward-bias PIN phase shifter, which is the active component of the modulator.\n", + "\n", + "The \"PIN\" structure consists of P-type, Intrinsic, and N-type semiconductor regions. Applying a forward bias voltage to this junction injects charge carriers into the intrinsic region. This changes the material's refractive index via the plasma dispersion effect, altering the light's phase in that path and thus controlling the overall modulator's interference at the output.\n", + "\n", + "The electrical current flowing through the device during the operation of the PIN diode generates heat, which is most significant during the 'ON' state of the modulation cycle. This heat can significantly affect the performance of the phase shifter. In particular, the carrier mobility (electrons and holes) in the semiconductor is temperature-dependent, which ultimately affects the speed and efficiency of the device.\n", + "\n", + "By including the thermal effects in the simulation, we can accurately predict the phase shifter's performance under realistic operating conditions and optimize its design for thermal stability.\n", + "## Scope\n", + "This notebook demonstrates how to use our multiphysics simulation capabilities to assess the thermal and electric characteristics of a forward-bias PIN phase shifter, which is essential for the operation of devices like the Mach-Zehnder modulator. This notebook will guide the user through setting up the geometry, defining the materials and their physical models, running the simulation, and analyzing the results. For this notebook we use different models for the effective Density of States (DOS) model with temperature dependence.\n", + "\n", + "In order to appreciate the difference in the simulation, we will perform three simulations to assess the impact of temperature on the device's performance:\n", + "\n", + "- **Non-isothermal simulation with temperature-dependent DOS**: This is the most comprehensive simulation, including both heat transport and a temperature-dependent model for the DOS.\n", + "- **Non-isothermal simulation with constant DOS**: This simulation includes heat transport but assumes a constant DOS, allowing us to isolate the effect of the temperature-dependent DOS model.\n", + "- **Isothermal simulation with constant DOS**: This is a baseline simulation that neglects thermal effects and assumes a constant DOS.\n", + "\n", + "For ease of reference, these models will be referred to as:\n", + "\n", + "1. **Effective DOS**\n", + "2. **Constant DOS**\n", + "3. **Isothermal**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "550ea3ba-0d98-41d0-8a80-2724c51bdb67", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import scipy as sp\n", + "import tidy3d as td\n", + "import tidy3d.web as web" + ] + }, + { + "cell_type": "markdown", + "id": "28e4138d-c091-45fa-9528-7895f9005de2", + "metadata": {}, + "source": [ + "## Device Geometry\n", + "\n", + "We begin by defining the key geometric parameters of the Mach-Zehnder modulator in micrometers (µm). This includes the pad, rib, silicon-on-insulator (SOI) box, cathode, and anode." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9e6b4fd6-39c7-4287-bc83-a9dc64f472dd", + "metadata": {}, + "outputs": [], + "source": [ + "z_size = 4 # µm\n", + "\n", + "# pad size\n", + "pad_center = (0, -0.045, 0)\n", + "x_pad_w = 5\n", + "y_pad_h = 0.09\n", + "pad_size = (x_pad_w, y_pad_h, z_size)\n", + "\n", + "# rib size\n", + "rib_center = (0, 0.11, 0)\n", + "x_rib_w = 0.5\n", + "y_rib_h = 0.22\n", + "rib_size = (x_rib_w, y_rib_h, z_size)\n", + "\n", + "# enclosing box + sox\n", + "soxbox_center = (0, -0.545, 0)\n", + "y_soxbox_h = 3.09\n", + "x_box_w = 5\n", + "soxbox_size = (x_box_w, y_soxbox_h, z_size)\n", + "\n", + "# cathode\n", + "cathode_center = (-2.25, 0.25, 0)\n", + "y_cathode_h = 0.5\n", + "x_cathode_w = 0.5\n", + "cathode_size = (x_cathode_w, y_cathode_h, z_size)\n", + "\n", + "# anode\n", + "anode_center = (2.25, 0.25, 0)\n", + "y_cathode_h = 0.5\n", + "x_anode_w = 0.5\n", + "anode_size = (x_anode_w, y_cathode_h, z_size)" + ] + }, + { + "cell_type": "markdown", + "id": "f5316ac1-8399-46a5-98a6-3a1b66b5f98d", + "metadata": {}, + "source": [ + "## Doping and materials\n", + "In this section, we define the doping profiles and the physical properties of the materials used in the simulation." + ] + }, + { + "cell_type": "markdown", + "id": "1a47366c-eb62-49a3-876e-af943905d864", + "metadata": {}, + "source": [ + "In the cell below, we define the following doping profiles:\n", + "- `Constant Doping`: A constant acceptor doping concentration is defined for the p-type epitaxial (pepi) layer.\n", + "- `Gaussian Doping`: Gaussian doping profiles are used for the n+, p+, n-well, and p-well regions. These profiles are defined with specific centers, sizes, concentrations, reference concentrations, and junction widths. The `source` parameter sets the origin plane of the doping, ensuring the concentration is constant along that plane and decays along all other axes." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "07325445-0b1b-4d9e-85c3-8f37629cc25c", + "metadata": {}, + "outputs": [], + "source": [ + "# pepi\n", + "conc_cst = 1e15\n", + "acceptor_cst_doping = td.ConstantDoping(center=(0, -1, 0), size=(5.4, 4, 4), concentration=conc_cst)\n", + "\n", + "junction_width_01 = 1e-1\n", + "junction_width_02 = 2e-1\n", + "\n", + "# nplus\n", + "conc_nplus = 2e18\n", + "refconc_nplus = 1e8\n", + "donor_nplus_center = (-1.5, 0, 0)\n", + "donor_nplus_size = (2.0, 2, z_size)\n", + "donor_nplus_doping = td.GaussianDoping(\n", + " center=donor_nplus_center,\n", + " size=donor_nplus_size,\n", + " concentration=conc_nplus,\n", + " ref_con=refconc_nplus,\n", + " width=junction_width_01,\n", + " source=\"ymax\",\n", + ")\n", + "\n", + "# pplus\n", + "conc_pplus = 2e18\n", + "refconc_pplus = 1e8\n", + "acceptor_pplus_center = (1.5, 0, 0)\n", + "acceptor_pplus_size = (2.0, 2, z_size)\n", + "acceptor_pplus_doping = td.GaussianDoping(\n", + " center=acceptor_pplus_center,\n", + " size=acceptor_pplus_size,\n", + " concentration=conc_pplus,\n", + " ref_con=refconc_pplus,\n", + " width=junction_width_01,\n", + " source=\"ymax\",\n", + ")\n", + "\n", + "# nwell\n", + "conc_nwell = 1e20\n", + "refconc_nplus = 1e8\n", + "donor_nwell_center = (-1.8, -0.5, 0)\n", + "donor_nwell_size = (1.4, 1, z_size)\n", + "donor_nwell_doping = td.GaussianDoping(\n", + " center=donor_nwell_center,\n", + " size=donor_nwell_size,\n", + " concentration=conc_nwell,\n", + " ref_con=refconc_nplus,\n", + " width=junction_width_02,\n", + " source=\"ymax\",\n", + ")\n", + "\n", + "# pwell\n", + "conc_pwell = 1e20\n", + "refconc_pwell = 1e8\n", + "acceptor_pwell_center = (1.8, -0.5, 0)\n", + "acceptor_pwell_size = (1.4, 1.0, z_size)\n", + "acceptor_pwell_doping = td.GaussianDoping(\n", + " center=acceptor_pwell_center,\n", + " size=acceptor_pwell_size,\n", + " concentration=conc_pwell,\n", + " ref_con=refconc_pwell,\n", + " width=junction_width_02,\n", + " source=\"ymax\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "e35be6d6-1291-4c5e-ad39-3b399cce0bca", + "metadata": {}, + "source": [ + "### Material Properties for Simulation\n", + "\n", + "To accurately model the device's behavior, we define `MultiPhysicsMedium` objects that integrate both the electrical (`charge`) and thermal (`heat`) properties of each constituent material.\n", + "\n", + "- **Doped Silicon**: This represents the active semiconductor material. It combines the complex charge dynamics defined in the `si_charge` object with the thermal conductivity and heat capacity of silicon. This medium is the main focus of the electro-thermal simulation.\n", + "- **Silicon Dioxide**: This material serves as the insulator. Its definition includes its dielectric properties, specified using the `ChargeInsulatorMedium` class, and its thermal characteristics, described by the `SolidMedium` class.\n", + "- **Aluminum**: This defines the metal contacts. Electrically, it is treated as a charge conductor using the `ChargeConductorMedium` class, while its thermal properties are described by the `SolidMedium` class.\n", + "- **Air and Contact Media**: These represent the surrounding environment and thermal contacts. Their properties are described using the `FluidMedium` class.\n", + "\n", + "The **Aluminum**, **Air**, and **Contact** media are currently used to impose boundary conditions but are excluded from the core electro-thermal simulation.\n", + "\n", + "\n", + "#### Mobility models\n", + "To accurately model the semiconductor behavior, we employ several well-established physical models:\n", + "\n", + "- **Caughey-Thomas Mobility**: This model is used to describe the carrier mobility as a function of doping concentration and temperature for both electrons (`mobility_n`) and holes (`mobility_p`).\n", + "- **Fossum Carrier Lifetime**: The `FossumCarrierLifetime` model is used to define the carrier lifetime for electrons (`fossum_n`) and holes (`fossum_p`) which is dependent on the doping concentration.\n", + "- **Slotboom Bandgap Narrowing**: This model accounts for the reduction in the bandgap energy at high doping concentrations.\n", + "- **Isotropic Effective DOS**: `IsotropicEffectiveDOS`, is used to model the effective DOS for the conduction band ($N_c$) and valence band ($N_v$) based on the effective mass of the carriers. This is an alternative to using a constant value `ConstantEffectiveDOS`.\n", + "- **Varshni Energy Bandgap**: The Varshni Energy Bandgap model is used to describe the temperature dependence of the bandgap energy ($E_g$)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b3b246c7-50fd-47cd-871b-ea1939f0d47d", + "metadata": {}, + "outputs": [], + "source": [ + "mobility_n = td.CaugheyThomasMobility(\n", + " mu_min=52.2,\n", + " mu=1471.0,\n", + " ref_N=9.68e16,\n", + " exp_N=0.68,\n", + " exp_1=-0.57,\n", + " exp_2=-2.33,\n", + " exp_3=2.4,\n", + " exp_4=-0.146,\n", + ")\n", + "mobility_p = td.CaugheyThomasMobility(\n", + " mu_min=44.9,\n", + " mu=470.5,\n", + " ref_N=2.23e17,\n", + " exp_N=0.719,\n", + " exp_1=-0.57,\n", + " exp_2=-2.23,\n", + " exp_3=2.4,\n", + " exp_4=-0.146,\n", + ")\n", + "\n", + "alpha = 1\n", + "beta = 0\n", + "gamma = 1\n", + "sigma = 1\n", + "tau_n = 1e-7\n", + "tau_p = 2e-7\n", + "fossum_n = td.FossumCarrierLifetime(\n", + " N0=7.1e15, A=alpha, B=beta, C=gamma, tau_300=tau_n, alpha=sigma, alpha_T=0\n", + ")\n", + "fossum_p = td.FossumCarrierLifetime(\n", + " N0=7.1e15, A=alpha, B=beta, C=gamma, tau_300=tau_p, alpha=sigma, alpha_T=0\n", + ")\n", + "\n", + "ni = 1\n", + "narrowing = td.SlotboomBandGapNarrowing(c2=0.5, n2=1e17, v1=0.0045 * 2, min_N=ni)\n", + "\n", + "# Temperature dependent Eff. DOS\n", + "N_c_isotropic = td.IsotropicEffectiveDOS(m_eff=0.8)\n", + "N_v_isotropic = td.IsotropicEffectiveDOS(m_eff=1.3)\n", + "Eg_Varshni = td.VarshniEnergyBandGap(eg_0=1.16, alpha=7.02e-4, beta=1108)\n", + "\n", + "# Temperature independent\n", + "N_c_cst = td.ConstantEffectiveDOS(N=N_c_isotropic.calc_eff_dos(T=300))\n", + "N_v_cst = td.ConstantEffectiveDOS(N=N_v_isotropic.calc_eff_dos(T=300))\n", + "Eg_cst = td.ConstantEnergyBandGap(eg=1.12)\n", + "\n", + "si_charge = td.SemiconductorMedium(\n", + " permittivity=11.7,\n", + " N_c=N_c_isotropic,\n", + " N_v=N_v_isotropic,\n", + " E_g=Eg_Varshni,\n", + " N_d=[donor_nplus_doping, donor_nwell_doping],\n", + " N_a=[acceptor_cst_doping, acceptor_pplus_doping, acceptor_pwell_doping],\n", + " mobility_n=mobility_n,\n", + " mobility_p=mobility_p,\n", + " R=[\n", + " td.ShockleyReedHallRecombination(tau_n=fossum_n, tau_p=fossum_p),\n", + " td.RadiativeRecombination(r_const=1.6e-14),\n", + " td.AugerRecombination(c_n=2.8e-31, c_p=9.9e-32),\n", + " ],\n", + " delta_E_g=narrowing,\n", + ")\n", + "\n", + "## -- MATERIALS\n", + "si_capacity = 711\n", + "sio2_capacity = 709\n", + "al_capacity = 902\n", + "\n", + "si_conductivity = 148 * 1e-6 # W/(µm*K)\n", + "sio2_conductivity = 1.38 * 1e-6 # W/(µm*K)\n", + "al_conductivity = 236 * 1e-6 # W/(µm*K)\n", + "\n", + "Si_doping = td.MultiPhysicsMedium(\n", + " charge=si_charge,\n", + " heat=td.SolidMedium(conductivity=si_conductivity, capacity=si_capacity),\n", + " name=\"Si_doping\",\n", + ")\n", + "\n", + "# define semiconductor materials\n", + "SiO2 = td.MultiPhysicsMedium(\n", + " charge=td.ChargeInsulatorMedium(permittivity=3.9),\n", + " heat=td.SolidMedium(conductivity=sio2_conductivity, capacity=sio2_capacity),\n", + " name=\"SiO2\",\n", + ")\n", + "\n", + "# define semiconductor materials\n", + "Al = td.MultiPhysicsMedium(\n", + " charge=td.ChargeConductorMedium(conductivity=3.5e7 * 1e-6),\n", + " heat=td.SolidMedium(conductivity=al_conductivity, capacity=al_capacity),\n", + " name=\"Al\",\n", + ")\n", + "\n", + "air = td.MultiPhysicsMedium(heat=td.FluidMedium(), name=\"air\")\n", + "contact_medium_bottom = td.MultiPhysicsMedium(heat=td.FluidMedium(), name=\"contact_medium_bottom\")" + ] + }, + { + "cell_type": "markdown", + "id": "8ecc95c6-0995-4ba6-a573-a165be32649d", + "metadata": {}, + "source": [ + "## Geometries and Scene\n", + "The geometries defined earlier are used to create Structure objects. Each structure is assigned a medium that defines its physical properties. The collection of all these structures is then used to create a `Scene` instance, which represents the complete simulation domain. The scene is plotted to visualize the geometry and the doping profile." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "808b1a2a-23e6-4bb0-8e4d-9ca7a921f8e7", + "metadata": {}, + "outputs": [], + "source": [ + "## -- GEOMETRIES\n", + "pad_structure = td.Structure(\n", + " geometry=td.Box(center=pad_center, size=pad_size),\n", + " medium=Si_doping,\n", + " name=\"pad\",\n", + ")\n", + "rib_structure = td.Structure(\n", + " geometry=td.Box(center=rib_center, size=rib_size),\n", + " medium=Si_doping,\n", + " name=\"rib\",\n", + ")\n", + "\n", + "soxbox_structure = td.Structure(\n", + " geometry=td.Box(center=soxbox_center, size=soxbox_size),\n", + " medium=SiO2,\n", + " name=\"soxbox\",\n", + ")\n", + "\n", + "cathode_structure = td.Structure(\n", + " geometry=td.Box(center=cathode_center, size=cathode_size),\n", + " medium=Al,\n", + " name=\"cathode\",\n", + ")\n", + "\n", + "anode_structure = td.Structure(\n", + " geometry=td.Box(center=anode_center, size=anode_size),\n", + " medium=Al,\n", + " name=\"anode\",\n", + ")\n", + "\n", + "cb_thick = 0.5\n", + "contact_bottom = td.Structure(\n", + " geometry=td.Box(center=(0, -2 - y_pad_h - cb_thick / 2, 0), size=(x_pad_w, cb_thick, 4)),\n", + " medium=contact_medium_bottom,\n", + " name=\"contact_bottom\",\n", + ")\n", + "\n", + "\n", + "def createStructure(pad, rib):\n", + " structures = [contact_bottom, soxbox_structure, cathode_structure, anode_structure, pad, rib]\n", + " return structures\n", + "\n", + "\n", + "structures = createStructure(pad_structure, rib_structure)" + ] + }, + { + "cell_type": "markdown", + "id": "0fcf81f6-a394-4337-9770-51e9b68da05d", + "metadata": {}, + "source": [ + "To avoid code repetition, we create temperature-independent DOS models by using the `updated_copy` method on existing classes." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "84803c45-8533-4b1c-9af5-ad8880fff33b", + "metadata": {}, + "outputs": [], + "source": [ + "# Temperature independent DOS\n", + "si_charge_cst = si_charge.updated_copy(N_c=N_c_cst, N_v=N_v_cst, E_g=Eg_cst)\n", + "Si_doping_cst = Si_doping.updated_copy(charge=si_charge_cst)\n", + "pad_structure_cst = pad_structure.updated_copy(medium=Si_doping_cst)\n", + "rib_structure_cst = rib_structure.updated_copy(medium=Si_doping_cst)\n", + "structures_cst = createStructure(pad_structure_cst, rib_structure_cst)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bec6d909-74c5-4887-86a5-af11b0bd0ced", + "metadata": {}, + "outputs": [], + "source": [ + "# create scene\n", + "scene = td.Scene(structures=structures, medium=air)\n", + "# create scene\n", + "scene_cst = td.Scene(structures=structures_cst, medium=air)" + ] + }, + { + "cell_type": "markdown", + "id": "40b4a85b-23c8-42dd-b249-7245182a05d4", + "metadata": {}, + "source": [ + "### Scene plot\n", + "\n", + "The first plot shows the different materials in the scene, and the second plot shows the doping concentration across the device." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5b5f1cc7-5d04-4030-ac8b-4b2b37cc61dd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "_, ax = plt.subplots(1, 2, figsize=(12, 5))\n", + "\n", + "fig1 = scene.plot(z=0, ax=ax[0])\n", + "fig2 = scene.plot_structures_property(z=0, property=\"doping\", ax=ax[1], scale=\"symlog\")\n", + "\n", + "ax[0].set_title(\"Device Cross-Sectional Geometry\")\n", + "ax[1].set_title(\"Net Doping Concentration\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "fd0f4941-ab26-4fa0-9c91-45909bff1b19", + "metadata": {}, + "source": [ + "## Boundary Conditions\n", + "Here, we set up the electrical and thermal boundary conditions for the simulation.\n", + "\n", + "* **Electrical Boundary Conditions:** A DC voltage source is applied to the anode and cathode contacts. The cathode is held at 0 V, while the anode voltage is swept to obtain the I-V characteristics.\n", + "* **Thermal Boundary Conditions:** A heat sink is defined at the bottom of the simulation domain to dissipate the heat generated by the device. For the non-isothermal simulations, a higher temperature is set at the electrodes. The temperature is artificially increased by 50 degrees to showcase different simulation results between isothermal and non-isothermal analysis.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "aff6d1ab-966f-43d9-9439-06e0f1bb3cbd", + "metadata": {}, + "outputs": [], + "source": [ + "# cathode\n", + "voltages_cathode = [0]\n", + "bc_p = td.HeatChargeBoundarySpec(\n", + " condition=td.VoltageBC(source=td.DCVoltageSource(voltage=voltages_cathode)),\n", + " placement=td.StructureStructureInterface(structures=[\"cathode\", \"pad\"]),\n", + ")\n", + "\n", + "voltages_anode = [0] + [0.5 + round((1 / 20) * x, 5) for x in range(17)]\n", + "# anode\n", + "bc_n = td.HeatChargeBoundarySpec(\n", + " condition=td.VoltageBC(source=td.DCVoltageSource(voltage=voltages_anode)),\n", + " placement=td.StructureStructureInterface(structures=[\"anode\", \"pad\"]),\n", + ")\n", + "charge_bcs = [bc_n, bc_p]\n", + "\n", + "# Ambient temperature for the heat sink model\n", + "temperature = 300\n", + "temperature_electrodes = 350\n", + "\n", + "# cathode\n", + "bc3 = td.HeatChargeBoundarySpec(\n", + " condition=td.TemperatureBC(temperature=temperature_electrodes),\n", + " placement=td.StructureStructureInterface(structures=[\"cathode\", \"pad\"]),\n", + ")\n", + "# anode\n", + "bc4 = td.HeatChargeBoundarySpec(\n", + " condition=td.TemperatureBC(temperature=temperature_electrodes),\n", + " placement=td.StructureStructureInterface(structures=[\"anode\", \"pad\"]),\n", + ")\n", + "\n", + "bc3a = td.HeatChargeBoundarySpec(\n", + " condition=td.TemperatureBC(temperature=temperature_electrodes),\n", + " placement=td.StructureStructureInterface(structures=[\"cathode\", \"soxbox\"]),\n", + ")\n", + "# anode\n", + "bc4a = td.HeatChargeBoundarySpec(\n", + " condition=td.TemperatureBC(temperature=temperature_electrodes),\n", + " placement=td.StructureStructureInterface(structures=[\"anode\", \"soxbox\"]),\n", + ")\n", + "# box\n", + "bc5 = td.HeatChargeBoundarySpec(\n", + " condition=td.TemperatureBC(temperature=temperature),\n", + " placement=td.StructureStructureInterface(structures=[\"soxbox\", \"contact_bottom\"]),\n", + ")\n", + "thermal_bcs = [bc3, bc4, bc3a, bc4a, bc5]" + ] + }, + { + "cell_type": "markdown", + "id": "65bd88f8-95e7-433d-bb11-de480a6c955b", + "metadata": {}, + "source": [ + "## Monitors\n", + "Monitors are used to record the simulation results at different points in the simulation domain.\n", + "\n", + "- `SteadyFreeCarrierMonitor`: records the steady-state free carrier concentration.\n", + "- `SteadyPotentialMonitor`: records the steady-state electric potential.\n", + "- `SteadyCapacitanceMonitor`: records the capacitance of the device.\n", + "- `TemperatureMonitor`: records the temperature distribution." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "ef5b3741-f3eb-4a4b-a136-6dd0629389ed", + "metadata": {}, + "outputs": [], + "source": [ + "# monitors\n", + "charge_global_mnt = td.SteadyFreeCarrierMonitor(\n", + " center=(0, 0, 0), size=(td.inf, td.inf, td.inf), name=\"charge_global_mnt\", unstructured=True\n", + ")\n", + "\n", + "potential_global_mnt = td.SteadyPotentialMonitor(\n", + " center=(0, 0, 0), size=(td.inf, td.inf, td.inf), name=\"potential_global_mnt\", unstructured=True\n", + ")\n", + "\n", + "capacitance_global_mnt = td.SteadyCapacitanceMonitor(\n", + " center=(0, 0, 0),\n", + " size=(td.inf, td.inf, td.inf),\n", + " name=\"capacitance_global_mnt\",\n", + " unstructured=True,\n", + ")\n", + "\n", + "temp_mnt = td.TemperatureMonitor(\n", + " center=(0, 0, 0), size=(td.inf, td.inf, td.inf), name=\"temp_mnt\", unstructured=True\n", + ")\n", + "\n", + "monitors = [charge_global_mnt, potential_global_mnt, capacitance_global_mnt, temp_mnt]\n", + "monitors_iso = [charge_global_mnt, potential_global_mnt, capacitance_global_mnt]" + ] + }, + { + "cell_type": "markdown", + "id": "9ea4647a-2e28-45a9-b2df-4df3444125ec", + "metadata": {}, + "source": [ + "## Simulation Setup\n", + "\n", + "Finally, we instantiate the simulation objects for each different simulation models by setting the following parameters:\n", + "- **Charge Tolerance**: `ChargeToleranceSpec` sets the convergence criteria for the charge solver.\n", + "- **Analysis Type**: `SteadyChargeDCAnalysis` specifies a steady-state direct current (DC) analysis. `IsothermalSteadyChargeDCAnalysis` allows performing the same analysis under a constant temperature.\n", + "- **Grid Specification**: `DistanceUnstructuredGrid` is used to create a non-uniform mesh for the simulation. The mesh is refined in specific regions of interest using `GridRefinementRegion` to improve accuracy where needed, such as near the junctions.\n", + "\n", + "For `SteadyChargeDCAnalysis`, when `fermi_dirac=False`, the simulation uses Maxwell-Boltzmann statistics to model the distribution of charge carriers. This is a common and effective approximation for semiconductors operating under non-degenerate conditions when doping concentrations are not excessively high and temperatures are not extremely low. For the device and operating conditions modeled here, Maxwell-Boltzmann provides a sufficiently accurate and computationally efficient result. The `fermi_dirac=True` argument indicates that Fermi-Dirac statistics should be used, which is more accurate for heavily doped semiconductors." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "422a1ff6-f855-4f83-9ede-2161c629d4d7", + "metadata": {}, + "outputs": [], + "source": [ + "charge_tolerance = td.ChargeToleranceSpec(\n", + " rel_tol=1e-4, abs_tol=1e16, max_iters=400, ramp_up_iters=5\n", + ")\n", + "analysis_type_iso = td.IsothermalSteadyChargeDCAnalysis(\n", + " tolerance_settings=charge_tolerance, convergence_dv=0.1, fermi_dirac=False, temperature=300\n", + ")\n", + "analysis_type = td.SteadyChargeDCAnalysis(\n", + " tolerance_settings=charge_tolerance, convergence_dv=0.1, fermi_dirac=False\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "ad6a4d73-d4ff-42b1-92c4-70277fb8a139", + "metadata": {}, + "source": [ + "Here we can **manually** define the regions that require a finer mesh. This is particularly useful for resolving small features or areas where fields are expected to vary rapidly, without the computational cost of making the entire grid uniformly fine. In particular, a higher refinement is applied:\n", + "- In the region where the doping concentration changes rapidly.\n", + "- In the proximity of corners (between the pad and the rib) to address singular fields.\n", + "\n", + "Below, it is shown an example on how the local refined mesh might look like.\n", + "\n", + "![Local_refinement](img/local_refinement.png \"Local refinement visualization\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "0dd7233b-6b79-4175-ac5e-80532e315eb4", + "metadata": {}, + "outputs": [], + "source": [ + "dl = 0.025\n", + "dl_ref = dl / 6\n", + "box_width = 0.12\n", + "\n", + "# Interface between nwell and the rightmost side (not doped)\n", + "ref1 = td.GridRefinementRegion(\n", + " center=(-2.35, -0.045, 0),\n", + " size=(box_width, 0.1, 0),\n", + " dl_internal=dl_ref,\n", + " transition_thickness=dl * 20,\n", + ")\n", + "\n", + "# Interface between pwell and the rightmost side (not doped)\n", + "ref2 = td.GridRefinementRegion(\n", + " center=(2.35, -0.045, 0),\n", + " size=(box_width, 0.1, 0),\n", + " dl_internal=dl_ref,\n", + " transition_thickness=dl * 20,\n", + ")\n", + "\n", + "# refinement around the corner (left)\n", + "ref3 = td.GridRefinementRegion(\n", + " center=(-0.25, -0.045, 0),\n", + " size=(box_width, 0.1, 0),\n", + " dl_internal=dl_ref,\n", + " transition_thickness=dl * 20,\n", + ")\n", + "\n", + "# refinement around the corner (right)\n", + "ref4 = td.GridRefinementRegion(\n", + " center=(0.25, -0.045, 0),\n", + " size=(box_width, 0.1, 0),\n", + " dl_internal=dl_ref,\n", + " transition_thickness=dl * 20,\n", + ")\n", + "\n", + "# Interface between pepi and nplus\n", + "ref5 = td.GridRefinementRegion(\n", + " center=(-1.25, -0.045, 0),\n", + " size=(box_width, 0.1, 0),\n", + " dl_internal=dl_ref,\n", + " transition_thickness=dl * 20,\n", + ")\n", + "\n", + "# Interface between pepi and pplus\n", + "ref6 = td.GridRefinementRegion(\n", + " center=(1.25, -0.045, 0),\n", + " size=(box_width, 0.1, 0),\n", + " dl_internal=dl_ref,\n", + " transition_thickness=dl * 20,\n", + ")\n", + "\n", + "# Build a grid specification with all these custom refinements\n", + "grid_spec = td.DistanceUnstructuredGrid(\n", + " relative_min_dl=0,\n", + " dl_interface=dl,\n", + " dl_bulk=20 * dl,\n", + " distance_interface=2 * dl,\n", + " distance_bulk=6 * dl,\n", + " sampling=1000,\n", + " non_refined_structures=[\"soxbox\"],\n", + " uniform_grid_mediums=[\"Si_doping\"],\n", + " mesh_refinements=[ref1, ref2, ref3, ref4, ref5, ref6],\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1bd8666d-aaf6-4657-9eeb-754f85515316", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "sim_center = (0, -0.545, 0)\n", + "sim_size = (4.8, 3.5, 0)\n", + "\n", + "\n", + "def createSim(structures, bcs, analysis_t):\n", + " sim = td.HeatChargeSimulation(\n", + " medium=air,\n", + " structures=structures,\n", + " size=sim_size,\n", + " center=sim_center,\n", + " boundary_spec=bcs,\n", + " analysis_spec=analysis_t,\n", + " monitors=monitors,\n", + " grid_spec=grid_spec,\n", + " )\n", + " return sim\n", + "\n", + "\n", + "sim = createSim(structures, charge_bcs + thermal_bcs, analysis_type)\n", + "sim_cst = createSim(structures_cst, charge_bcs + thermal_bcs, analysis_type)\n", + "sim_iso = createSim(structures_cst, charge_bcs, analysis_type_iso)" + ] + }, + { + "cell_type": "markdown", + "id": "7ed0a65d-e52c-4782-bbb3-4461fc786d97", + "metadata": {}, + "source": [ + "## Simulation visualization\n", + "Before running the simulations, we plot the heat and electric conductivities." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "eeeb6492-5132-4dbf-bea9-7f25431e57be", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "_, ax = plt.subplots(1, 2, figsize=(10, 4))\n", + "fig1 = sim.plot_property(z=0, property=\"heat_conductivity\", ax=ax[0])\n", + "fig2 = sim.plot_property(z=0, property=\"electric_conductivity\", ax=ax[1])\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "id": "c7fb6ab4-c821-42de-97e4-c72c95161689", + "metadata": {}, + "source": [ + "## Running the simulations" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "bea28b66-e3a7-4c59-a836-055eeabfd477", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
14:24:05 CET Created task 'heat_charge_2025-11-03_14-24-04' with resource_id    \n",
+       "             'hec-e8bad386-3dbd-4455-af57-83865751120a' and task_type           \n",
+       "             'HEAT_CHARGE'.                                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:24:05 CET\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'heat_charge_2025-11-03_14-24-04'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'hec-e8bad386-3dbd-4455-af57-83865751120a'\u001b[0m and task_type \n", + "\u001b[2;36m \u001b[0m\u001b[32m'HEAT_CHARGE'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Tidy3D's HeatCharge solver is currently in the beta stage. Cost of \n",
+       "             HeatCharge simulations is subject to change in the future.         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTidy3D's HeatCharge solver is currently in the beta stage. Cost of \n", + "\u001b[2;36m \u001b[0mHeatCharge simulations is subject to change in the future. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "cba20fba093c4064a7d73065d993df9d", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
14:24:08 CET Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:24:08 CET\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
14:24:10 CET status = success                                                   \n",
+       "
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+    {
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+      "text/html": [
+       "
14:24:17 CET loading simulation from simulation_data.hdf5                       \n",
+       "
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             Created task 'heat_charge_2025-11-03_14-24-17' with resource_id    \n",
+       "             'hec-c52ffd53-53e3-431d-8c56-86a86f278854' and task_type           \n",
+       "             'HEAT_CHARGE'.                                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'heat_charge_2025-11-03_14-24-17'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'hec-c52ffd53-53e3-431d-8c56-86a86f278854'\u001b[0m and task_type \n", + "\u001b[2;36m \u001b[0m\u001b[32m'HEAT_CHARGE'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Tidy3D's HeatCharge solver is currently in the beta stage. Cost of \n",
+       "             HeatCharge simulations is subject to change in the future.         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTidy3D's HeatCharge solver is currently in the beta stage. Cost of \n", + "\u001b[2;36m \u001b[0mHeatCharge simulations is subject to change in the future. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "6862926205b84541ad279f2fa617d3dd", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
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+      "text/html": [
+       "
14:24:20 CET Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:24:20 CET\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
14:24:21 CET status = success                                                   \n",
+       "
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+      "text/html": [
+       "
14:24:35 CET loading simulation from simulation_data.hdf5                       \n",
+       "
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14:24:36 CET Created task 'heat_charge_2025-11-03_14-24-35' with resource_id    \n",
+       "             'hec-dea842e4-b68c-47a1-9f61-f42958e6eb61' and task_type           \n",
+       "             'HEAT_CHARGE'.                                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:24:36 CET\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'heat_charge_2025-11-03_14-24-35'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'hec-dea842e4-b68c-47a1-9f61-f42958e6eb61'\u001b[0m and task_type \n", + "\u001b[2;36m \u001b[0m\u001b[32m'HEAT_CHARGE'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Tidy3D's HeatCharge solver is currently in the beta stage. Cost of \n",
+       "             HeatCharge simulations is subject to change in the future.         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTidy3D's HeatCharge solver is currently in the beta stage. Cost of \n", + "\u001b[2;36m \u001b[0mHeatCharge simulations is subject to change in the future. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "89d8c924bec0470db65a9ecac4439ea0", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
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+     "metadata": {},
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+    {
+     "data": {
+      "text/html": [
+       "
14:24:38 CET Estimated FlexCredit cost: 0.025. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:24:38 CET\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
14:24:40 CET status = success                                                   \n",
+       "
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+      ],
+      "text/plain": []
+     },
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+     "output_type": "display_data"
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+     "data": {
+      "text/html": [
+       "
14:24:46 CET loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m14:24:46 CET\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "results = web.run(sim)" + ] + }, + { + "cell_type": "markdown", + "id": "cc76b0ee-ae0a-4e43-b81c-03fbcfac3aa6", + "metadata": {}, + "source": [ + "## Post-processing and Plotting\n", + "Once the simulations are complete, the data is post-processed to perform a comparative analysis of the different models. This analysis focuses on three key results:\n", + "- **Potential**: The electric potential distribution across the device.\n", + "- **Temperature**: The internal temperature profile.\n", + "- **IV Curve**: The device's current-voltage characteristics." + ] + }, + { + "cell_type": "markdown", + "id": "1a6ea784-047c-4021-8a34-73795cca4b3f", + "metadata": {}, + "source": [ + "### Potential distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "2eba199a-2240-4ca3-80e9-a417a19e94f4", + "metadata": {}, + "outputs": [], + "source": [ + "# Non-isothermal - Effective DOS\n", + "pot_05V = results[\"potential_global_mnt\"].potential.sel(voltage=0.5, z=0)\n", + "pot_12V = results[\"potential_global_mnt\"].potential.sel(voltage=1.2, z=0)\n", + "# Non-isothermal - Constant DOS\n", + "pot_05V_cst = results_cst[\"potential_global_mnt\"].potential.sel(voltage=0.5, z=0)\n", + "pot_12V_cst = results_cst[\"potential_global_mnt\"].potential.sel(voltage=1.2, z=0)\n", + "# Isothermal\n", + "pot_05V_iso = results_iso[\"potential_global_mnt\"].potential.sel(voltage=0.5, z=0)\n", + "pot_12V_iso = results_iso[\"potential_global_mnt\"].potential.sel(voltage=1.2, z=0)" + ] + }, + { + "cell_type": "markdown", + "id": "f380baba-491a-4adf-aa7b-eb93dfb0ab81", + "metadata": {}, + "source": [ + "#### Effective DOS" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "5f0030ac-e615-4220-bbdd-6b94d3b37395", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "showGrid = False\n", + "\n", + "fig, (ax) = plt.subplots(1, 2, figsize=(12, 4))\n", + "\n", + "cont1 = pot_05V.plot(grid=showGrid, ax=ax[0], cmap=\"turbo\")\n", + "cont2 = pot_12V.plot(grid=showGrid, ax=ax[1], cmap=\"turbo\")\n", + "\n", + "_ = ax[0].set_title(f\"Potential distribution: Effective DOS (Bias = {0.5:.1f} V)\")\n", + "_ = ax[1].set_title(f\"Potential distribution: Effective DOS (Bias = {1.2:.1f} V)\")\n", + "\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "1c952c0a-6827-4c06-b3be-58da75f38b24", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "showGrid = False\n", + "\n", + "fig, (ax) = plt.subplots(1, 2, figsize=(12, 3))\n", + "\n", + "# pot = 0.0\n", + "p1 = (pot_05V - pot_05V_cst).plot(grid=showGrid, ax=ax[0], cmap=\"turbo\")\n", + "p2 = (pot_12V - pot_12V_cst).plot(grid=showGrid, ax=ax[1], cmap=\"turbo\")\n", + "\n", + "_ = ax[0].set_title(f\"Potential Difference: Effective DOS - Constant DOS (Bias = {0.5:.1f} V)\")\n", + "_ = ax[1].set_title(f\"Potential Difference: Effective DOS - Constant DOS (Bias = {1.2:.1f} V)\")\n", + "\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "id": "bb59a129-6108-4835-8606-8dc56007de1a", + "metadata": {}, + "source": [ + "These plots showcased the potential difference between the **Effective DOS** model and the **Constant DOS** model. The asymmetry arises because the intrinsic Fermi level $E_i$ shifts toward the conduction band at high temperatures. This forces an asymmetric change in band bending:\n", + "- **P-Side (right):** $E_i$ bends towards the valence band creating a positive potential difference.\n", + "- **N-Side (left):** $E_i$ bends towards the conduction band creating a negative potential difference." + ] + }, + { + "cell_type": "markdown", + "id": "25788b47-2fea-424f-8357-0a809e81eaf2", + "metadata": {}, + "source": [ + "#### Difference between effective DOS and isothermal potential results" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "304d7b5e-cea4-40dc-ac32-ce1e21b0548e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "showGrid = False\n", + "\n", + "fig, (ax) = plt.subplots(1, 2, figsize=(12, 3))\n", + "\n", + "# pot = 0.0\n", + "p1 = (pot_05V - pot_05V_iso).plot(grid=showGrid, ax=ax[0], cmap=\"turbo\")\n", + "p2 = (pot_12V - pot_12V_iso).plot(grid=showGrid, ax=ax[1], cmap=\"turbo\")\n", + "\n", + "_ = ax[0].set_title(f\"Bias = {0.5:.1f} V - Potential difference - Effective DOS - Isothermal\")\n", + "_ = ax[1].set_title(f\"Bias = {1.2:.1f} V - Potential difference - Effective DOS - Isothermal\")\n", + "\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "id": "b69dc411-f518-46a1-bf37-566e7c8a2e74", + "metadata": {}, + "source": [ + "In these plots, the potential difference between the **Effective DOS** and **Isothermal** models is even more pronounced because the latter represents a greater physical simplification. The resulting large, asymmetric difference is a direct consequence of the Isothermal model's omission of critical high-temperature effects. Specifically, it neglects the substantial increase in the intrinsic carrier concentration $n_i$ as well as the temperature-dependent shifts in the bandgap and the intrinsic Fermi level $E_i$." + ] + }, + { + "cell_type": "markdown", + "id": "8c6c36ad-4718-456e-a44e-37992c406863", + "metadata": {}, + "source": [ + "### Temperature distribution" + ] + }, + { + "cell_type": "markdown", + "id": "ba3256cd-59a0-41d0-ad25-dbe771f7d51a", + "metadata": {}, + "source": [ + "The following section presents a comparative analysis of the resulting temperature distribution between the **Effective DOS** and **Constant DOS** models. This direct comparison is intended to isolate the specific effects of temperature-dependent state densities on the device's thermal profile." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "232e7ae7-8e93-43eb-83b4-4d8ffbb7140c", + "metadata": {}, + "outputs": [], + "source": [ + "# Utility function to plot the function on the distribution with the same grid\n", + "def interpolate_data(x_vector, y_vector, t_vector, num_grid_points_x, num_grid_points_y):\n", + " # Get the min/max bounds from scattered data\n", + " xmin, xmax = x_vector.min(), x_vector.max()\n", + " ymin, ymax = y_vector.min(), y_vector.max()\n", + "\n", + " # Create 1D arrays for the new grid coordinates\n", + " xi = np.linspace(xmin, xmax, num_grid_points_x)\n", + " yi = np.linspace(ymin, ymax, num_grid_points_y)\n", + "\n", + " # Create the 2D meshgrid for the interpolation output\n", + " xi_grid, yi_grid = np.meshgrid(xi, yi)\n", + "\n", + " # The points argument to griddata should be an array of (x, y) pairs\n", + " points = np.column_stack((x_vector, y_vector))\n", + "\n", + " # Interpolate the values onto the new grid\n", + " ti_grid = sp.interpolate.griddata(points, t_vector, (xi_grid, yi_grid), method=\"linear\")\n", + " return xi_grid, yi_grid, ti_grid" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "bb6040b1-dd56-454b-ab92-8e69e8003e98", + "metadata": {}, + "outputs": [], + "source": [ + "# Define the resolution of the regular grid for interpolation\n", + "num_grid_points_x = 200\n", + "num_grid_points_y = 200" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "dd923284-ccad-48bb-abeb-fd5d3ff560b7", + "metadata": {}, + "outputs": [], + "source": [ + "# Interpolating Tidy3d results - Eff. DOS\n", + "x_vector1 = results[\"temp_mnt\"].temperature.points[:, 0].values\n", + "y_vector1 = results[\"temp_mnt\"].temperature.points[:, 1].values\n", + "t_vector1 = results[\"temp_mnt\"].temperature.sel(voltage=1.2).values.values[:, 0]\n", + "xi_grid1, yi_grid1, ti_grid1 = interpolate_data(\n", + " x_vector1, y_vector1, t_vector1, num_grid_points_x, num_grid_points_y\n", + ")\n", + "\n", + "# Interpolating Tidy3d results - cst\n", + "t_vector_cst = results_cst[\"temp_mnt\"].temperature.sel(voltage=1.2).values.values[:, 0]\n", + "xi_grid1, yi_grid1, ti_grid_cst = interpolate_data(\n", + " x_vector1, y_vector1, t_vector_cst, num_grid_points_x, num_grid_points_y\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "a0f30126-b7ee-4571-a546-f3e76ce29eb3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "showGrid = False\n", + "\n", + "fig, (ax) = plt.subplots(2, 1, figsize=(10, 8))\n", + "\n", + "contour0 = ax[0].contourf(xi_grid1, yi_grid1, ti_grid_cst, levels=250, cmap=\"turbo\")\n", + "ax[0].set_xlabel(\"x (um)\")\n", + "ax[0].set_ylabel(\"y (um)\")\n", + "ax[0].set_title(\"Interpolated Temperature Distribution - Constant DOS\")\n", + "fig.colorbar(contour0, label=\"Temperature (K)\", ax=ax[0])\n", + "\n", + "\n", + "contour1 = ax[1].contourf(xi_grid1, yi_grid1, ti_grid1, levels=250, cmap=\"turbo\")\n", + "ax[1].set_xlabel(\"x (um)\")\n", + "ax[1].set_ylabel(\"y (um)\")\n", + "ax[1].set_title(\"Interpolated Temperature Distribution - Effective DOS\")\n", + "fig.colorbar(contour1, label=\"Temperature (K)\", ax=ax[1])\n", + "\n", + "\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "02e34772-5e3e-49bf-bd30-fbeba326df49", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "showGrid = False\n", + "\n", + "fig, (ax) = plt.subplots(1, 1, figsize=(10, 4))\n", + "\n", + "contour1 = ax.contourf(\n", + " xi_grid1, yi_grid1, 100 * np.abs((ti_grid_cst - ti_grid1) / ti_grid1), levels=250, cmap=\"turbo\"\n", + ")\n", + "ax.set_xlabel(\"x (um)\")\n", + "ax.set_ylabel(\"y (um)\")\n", + "ax.set_title(\"Interp. Temperature Distribution difference - Effective DOS vs Constant DOS\")\n", + "fig.colorbar(contour1, label=\"Temperature difference %\", ax=ax)\n", + "\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "id": "d9ff827b-5743-4fc8-8ef6-0e75106714d1", + "metadata": {}, + "source": [ + "The plots above highlight how the **Constant DOS** model underestimates the generated heat at high temperatures, as its fixed effective DOS fails to capture the temperature-driven increase in intrinsic concentration and the resulting larger currents." + ] + }, + { + "cell_type": "markdown", + "id": "6dbe0a63-ec34-4448-ae5d-79d5952ab811", + "metadata": {}, + "source": [ + "### Current-Voltage (I-V) Characteristics\n", + "\n", + "Finally, we plot the I-V curves obtained from the three different simulations. The goal is to highlight the impact of thermal effects and the choice of the DOS model on the device's electrical performance. We multiply the resulting currents for `norm_length` (um), which indicates the length of the device along the z direction." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "22fa81b5-1467-40ac-8140-54ced69a3a80", + "metadata": {}, + "outputs": [], + "source": [ + "norm_length = 500\n", + "voltage = results.device_characteristics.steady_dc_current_voltage[\"v\"].as_numpy()\n", + "current = results.device_characteristics.steady_dc_current_voltage.values * norm_length\n", + "current_cst = results_cst.device_characteristics.steady_dc_current_voltage.values * norm_length\n", + "current_iso = results_iso.device_characteristics.steady_dc_current_voltage.values * norm_length" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "9dddde51-7a0c-4be4-916a-9f103b55fd37", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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atGjBBx98QEREBDVq1GD37t1s27aNMWPG4OXllWPbAQEBGBkZMX/+fGJjYzEzM6Nly5Y0atQIe3t7+vfvz+jRo1GpVHz77bdZbqE0NTVl+vTpvPPOO7Rs2ZJevXoRERHBunXr8PLyMhjhevPNN9m0aRPDhg1j//79NG7cGI1Gw4ULF9i0aZN+nbWcdOzYEWNjY/bu3cuQIUNyvWaZKlSoQKNGjdi2bRtArsnXnj176Ny582NH5ezt7fnpp5/o0KEDAQEBvPHGG/p+PXHiBN9//73BqO2gQYMYNmwYPXr0oE2bNpw6dYpdu3bl+7NjYmJC9+7d2bhxI4mJiSxYsCBLnRUrVvDSSy9RrVo1Bg8eTMWKFbl9+zZHjx7l+vXrnDp1Kl/HFEKIAlVk8ywKIYTI1cWLF5XBgwcrnp6eiqmpqWJjY6M0btxY+fTTTw2m0U5KSlIGDhyo2NnZKTY2NkqvXr2U6OjoHKeav3PnTpZjeXh4KB07dsw2jvj4eGXy5MmKt7e3YmpqqpQpU0Zp1KiRsmDBAiUtLU1RlP+mmv/kk0+y7P9oHBkZGco777yjODo6KiqVKs/Tzp89e1YBFDMzM+X+/fvZxjl27FilbNmyiomJieLj46N88sknilarzXKuD09vriiKsnr1aqVixYqKkZGRwbTzR44cURo0aKBYWFgoZcuWVSZOnKjs2rUr26nply1bpnh4eChmZmZKvXr1lCNHjii1a9dW2rdvb1AvLS1NmT9/vlKlShXFzMxMsbe3V2rXrq3MmDHDYDr9nHTp0kVp1aqVQVl2U80/bMWKFQqg1KtXL8d2z58/rwDK3r17HxtDpps3bypjx45VfH19FXNzc8XS0lKpXbu2MmfOHINz0Wg0yvvvv6+UKVNGsbS0VNq1a6dcunQpx6nmjx8/nuMx9+zZowCKSqVSrl27lm2d8PBwpV+/foqLi4tiYmKilCtXTunUqZPyww8/5PnchBCiMKgUJR/TJgkhhBAiT7RaLY6OjnTv3j3b2wyf1OHDh2nevDkXLlzAx8enwNodM2YMhw4dIjg4+ImeRxNCCPF48syXEEII8ZRSUlKy3I74zTffcO/ePZo3b16gx2rSpAlt27Yt0NkeY2Ji+PLLL5k9e7YkXkIIUYhk5EsIIYR4SgcOHGDs2LG8+uqrODg4cOLECb766iv8/f0JDg5+qunYhRBCPD9kwg0hhBDiKXl6euLm5sayZcu4d+8epUuXpl+/fsybN08SLyGEEHoy8iWEEEIIIYQQz4A88yWEEEIIIYQQz4AkX0IIIYQQQgjxDMgzX09Iq9Vy8+ZNbGxsZGYoIYQQQgghXmCKohAfH0/ZsmVRq3Me35Lk6wndvHkTNze3og5DCCGEEEIIUUxcu3aN8uXL57hdkq8nZGNjA+gusK2tbZHGkp6ezu7du2nbti0mJiZFGot4POmvkkf6rGSR/ip5pM9KFumvkkX669mIi4vDzc1NnyPkRJKvJ5R5q6GtrW2xSL4sLS2xtbWV/6hKAOmvkkf6rGSR/ip5pM9KFumvkkX669l63ONIMuGGEEIIIYQQQjwDknwJIYQQQgghxDMgyZcQQgghhBBCPAPyzFch0mg0pKenF/px0tPTMTY2JiUlBY1GU+jHE09H+qvkKYw+MzIywtjYWJaqEEIIIV4gRZ58rVixgk8++YRbt25Ro0YNPv30U+rVq5dt3bNnzzJ16lSCg4O5evUqixcvZsyYMQZ1PD09uXr1apZ9R4wYwYoVKwBo3rw5Bw8eNNg+dOhQVq1aVTAnBSQkJHD9+nUURSmwNnOiKAouLi5cu3ZNvsiVANJfJU9h9ZmlpSWurq6YmpoWWJtCCCGEKL6KNPkKDAxk3LhxrFq1ivr167NkyRLatWtHaGgoTk5OWeonJSVRsWJFXn31VcaOHZttm8ePHzf4y/Q///xDmzZtePXVVw3qDR48mJkzZ+rfW1paFtBZ6Ua8rl+/jqWlJY6OjoX+BVur1ZKQkIC1tXWui7qJ4kH6q+Qp6D5TFIW0tDTu3LnDlStX8PHxkc+CEEII8QIo0uRr0aJFDB48mLfeeguAVatWsX37dtasWcOkSZOy1K9bty5169YFyHY7gKOjo8H7efPm4eXlRbNmzQzKLS0tcXFxKYjTyCI9PR1FUXB0dMTCwqJQjvEwrVZLWloa5ubm8gWuBJD+KnkKo88sLCwwMTHh6tWr+raFEEII8XwrsuQrLS2N4OBgJk+erC9Tq9W0bt2ao0ePFtgxvvvuO8aNG5dl9Gn9+vV89913uLi40LlzZz788MNcR79SU1NJTU3Vv4+LiwN0idajz3VlJl+KoqDVagvkXHKTeWvjszqeeDrSXyVPYfaZoiikp6djZGRUoO2+yDJ/Jz+LZ25FwZA+K1mkv0oW6a9nI6/Xt8iSr7t376LRaHB2djYod3Z25sKFCwVyjK1bt/LgwQMGDBhgUP7666/j4eFB2bJlOX36NO+//z6hoaH8+OOPObY1d+5cZsyYkaV89+7dWZI2Y2NjXFxcSEhIIC0trUDOJS/i4+Of2bHE05P+KnkKus/S0tJITk7m0KFDZGRkFGjbAvbs2VPUIYh8kj4rWaS/Shbpr8KVlJSUp3pFPuFGYfrqq694+eWXKVu2rEH5kCFD9K+rVauGq6srrVq1Ijw8HC8vr2zbmjx5MuPGjdO/j4uLw83NjbZt22Jra2tQNyUlhWvXrmFtbf1MbiVSFIX4+HhsbGxkAocSQPqr5CmsPktJScHCwoKmTZvKbYcFKD09nT179tCmTRtMTEyKOhyRB9JnJYv0V8nyvPaXRqvhr/DT3I6NwdnOgXpe1TFSF91dJJl3xT1OkSVfZcqUwcjIiNu3bxuU3759u0Cexbp69Sp79+7NdTQrU/369QG4dOlSjsmXmZkZZmZmWcpNTEyyfJA1Gg0qlQq1Wv1Uz4dotBqOhYUQHReDk60DDXwCsv1QZd4GlXnMkurAgQO0aNGC+/fvU6pUqRJ7jMfJb3+tW7eOMWPG8ODBg0KODC5cuMCAAQMICQnBz8+PkJCQbMsKw/Tp09m6dWuhtf80Cuu/MbVajUqlyvb3iHh6cl1LHumzkkX6q2R5nvpr+8n9TAlcTNSDaH2ZayknZvceS8eaLYokprxe2yL7pm5qakrt2rXZt2+fvkyr1bJv3z4aNmz41O2vXbsWJycnOnbs+Ni6mV/2XF1dn/q4BWX7yf3U+V83eiweyfCvptJj8Ujq/K8b20/uL7RjDhgwAJVKxbx58wzKt27d+kxGaBo1akRUVBR2dnYF0l7z5s2zLEXwImvevDkqlSrLz7Bhw/R1pk2bhpWVFaGhofr/NrMre1oqlYqtW7calE2YMKHA2s/JunXr9OdtZGSEvb099evXZ+bMmcTGxmapf+3aNd5++23Kly+Pk5MTFSpU4N133yUmJsag3pUrV3j99dcpW7Ys5ubmlC9fnldeeaXAbqEWQgghhM72k/sZ9Plkg8QL4NaDaAZ9PrlQvysXhCIdJhk3bhyrV6/m66+/5vz58wwfPpzExET97If9+vUzmJAjLS2NkJAQQkJCSEtL48aNG4SEhHDp0iWDdrVaLWvXrqV///4YGxsO7oWHhzNr1iyCg4OJiIjg559/pl+/fjRt2pTq1asX/knnQVF+qMzNzZk/fz73798vtGPkxNTUFBcXlxJ5K15JeYh18ODBREVFGfx8/PHH+u3h4eG89NJLeHh44ODgkGNZYbC2ti7U9jPZ2toSFRXF9evXCQoKYsiQIXzzzTcEBARw8+ZNfb3Lly9Tp04dwsLCWL9+PcHBwaxcuVL/B6J79+4Bur5v06YNsbGx/Pjjj4SGhhIYGEi1atWeyWilEEII8aLQaDVMCVxMdqvoZpZ9uGkJGq0mmxrFQ5EmX71792bBggVMnTqVgIAAQkJC2Llzp34SjsjISKKiovT1b968Sc2aNalZsyZRUVEsWLCAmjVrMmjQIIN29+7dS2RkJG+//XaWY5qamrJ3717atm2Ln58f48ePp0ePHvzyyy+Fdp6KopCYmpynn7jkBD4IXJTrh2pK4CLikhP0+ySlJpOUlkJSNu3ld5Hn1q1b4+Liwty5c3Ott2XLFqpUqYKZmRmenp4sXLjQYLunpycfffQRb7/9NjY2Nri7u/PFF1/k2uaBAwdQqVT6L6xXr16lc+fO2NvbY2VlRZUqVdixY4e+/sGDB6lXrx5mZma4uroyadIk/aQFAwYM4ODBgyxdulQ/0hEREaHfNzg4mDp16mBpaUmjRo0IDQ01iGXbtm3UqlULc3NzKlasyIwZMwwmRFCpVHz22Wd06dIFKysr5syZw/Tp0wkICGDNmjW4u7tjbW3NiBEj0Gg0fPzxx7i4uODk5MRHH31kcKxFixZRrVo1rKyscHNzY8SIESQkJOR6rZ5U5hILD/9kPrOoUqkIDg5m5syZqFQqpk+fnm0Z6EaEevXqRalSpShdujSvvPKKwfUFWLNmjf4z4urqyqhRowDdZwOgW7duqFQq/fvM6we6iWzMzc2zJC/vvvsuLVu21L//448/aNKkCRYWFri5uTF69GgSExNzvQYqlQoXFxdcXV3x9/dn4MCBBAUFkZCQwMSJE/X1Ro4ciampKbt376ZZs2a4ubnx8ssvs3fvXm7cuMEHH3wA6BZ/Dw8PZ+XKlTRo0AAPDw8aN27M7NmzadCgQV67RgghhBCPcSwsJMvgxMMU4Ob92xwLC3lmMeVXkU+4MWrUKP2XskcdOHDA4L2np2eekom2bdvmWM/NzY2DBw/mO86nkZSWgte7BXP/qQJEPbiD79jWeaofvnQ/VmZ5X2vMyMiIjz76iNdff53Ro0dTvnz5LHWCg4Pp1asX06dPp3fv3gQFBTFixAgcHBwMZpZcuHAhs2bN4n//+x8//PADw4cPp1mzZlSqVClPsYwcOZK0tDQOHTqElZUV586dw9raGoAbN27QoUMHBgwYwDfffMOFCxcYPHgw5ubmTJ8+naVLl3Lx4kWqVq2qX0zb0dFRnyB88MEHLFy4EEdHR4YNG8bbb7/NkSNHADh8+DD9+vVj2bJlNGnShPDwcP0kLdOmTdPHN336dObNm8eSJUswNjZmzZo1hIeH89tvv7Fz507Cw8Pp2bMnly9fxtfXl4MHDxIUFMTbb79NgwYN9EmEWq1m2bJlVKhQgcuXLzNixAgmTpzIypUr89xvBSEqKorWrVvTvn17JkyYgLW1NcOGDctSlp6eTrt27WjYsCGHDx/G2NiY2bNn0759e06fPo2pqSmfffYZ48aNY968ebz88svExsbqr+/x48dxcnJi7dq1tG/fPtsp1lu1akWpUqXYsmULAwcOBHTPUgYGBjJnzhxANyLXvn17Zs+ezZo1a7hz547+98natWvzde5OTk707duXNWvWoNFoiI2NZdeuXcyZMwcLCwuD6eVdXFzo27cvgYGBrFy5EkdHR9RqNT/88ANjxoyRKeOFEEKIQhIdF/P4SvmoVxRK7uwMotB069aNgIAAg0TjYYsWLaJVq1Z8+OGH+Pr6MmDAAEaNGsUnn3xiUK9Dhw6MGDECb29v3n//fcqUKcP+/Xm/ZTIyMpLGjRtTrVo1KlasSKdOnWjatCkAK1euxM3NjeXLl+Pn50fXrl2ZMWMGCxcuRKvVYmdnh6mpqcFIz8NfiufMmUOzZs2oXLkykyZNIigoiJSUFABmzJjBpEmT6N+/PxUrVqRNmzbMmjWLzz//3CC+119/nbfeeouKFSvi7u4O6G55XbNmDZUrV6Zz5860aNGC0NBQlixZQqVKlXjrrbeoVKkShw8f1rczZswYWrRogaenJy1btmT27Nls2rQpz9cpP1auXIm1tbXBz/r16wFdUmFsbIy1tTUuLi76fx8tCwwMRKvV8uWXX1KtWjX8/f1Zu3YtkZGR+j+YzJ49m/Hjx/Puu+/i6+tL3bp19c/fZS6EXqpUKVxcXLIsjA66PwK89tprbNiwQV+2b98+Hjx4QI8ePQDd8g99+/ZlzJgx+Pj40KhRI5YtW8Y333yj78v88PPzIz4+npiYGMLCwlAUBX9//2zr+vv7c//+fe7cuUO5cuVYtmwZU6dOxd7enpYtWzJr1iwuX76c7xiEEEIIkTMn27w9npDXekWhyEe+XgSWpuaEL81b0nEsLIS+y8c+tt76UYtp4BMAgKLVEhcfj62NDapHZmKzNH2y6avnz59Py5YtmTBhQpZt58+f55VXXjEoa9y4MUuWLEGj0eiTnIefocu81Ss6WjdU/PLLL+sTEA8PD86ePZvlOKNHj2b48OHs3r2b1q1b06NHD32b58+fp2HDhgbPhzVu3JiEhASuX7+uT4Zy8nBsmROtREdH4+7uzqlTpzhy5Ih+hAV0oy4pKSkkJSXp13WrU6dOlnY9PT2xsbHRv3d2dsbIyMhghjxnZ2fu3r2rf793717mzp3LhQsXiIuLIyMjI8uxcpOXa5mpb9+++tvlHo4nP06dOsWlS5cMzhN006aHh4cTHR3NzZs3adWqVb7azS7WBg0acPPmTcqWLcv69evp2LGjfpbKU6dOcfr0aX3yCP8tgnzlypUcE6ecZI6WP/yZyuttuyNHjqRfv34cOHCAY8eOsXnzZj766CN+/vln2rRpk684hBBCCJG9Bj4BuJZyyvHWQxXgau+s/45cHEny9QyoVKo83/rXvHI9XEs5cetBdLbPfWV+qJpXrqefdl6r1ZKRmo6lmUWBTYPdtGlT2rVrx+TJk7MsUp1Xj065qVKp9LdvffnllyQnJ2dbL9OgQYNo164d27dvZ/fu3cydO5eFCxfyzjvvPFE8OcWW+WU7M7aEhARmzJhB9+7ds+z38FpMVlZWubab2XZu1yEiIoJOnToxfPhw5syZQ+nSpfnjjz8YOHAgaWlpeUq+8nItM9nZ2eHt7f3YNnOTkJBA7dq1DZKeTJm34BWEunXr4uXlxcaNGxk+fDg//fQT69atM4hj6NChjB49Osu+j0u+s3P+/HlsbW1xcHDQTwF//vx5unXrlm1de3t7g1E7GxsbOnfuTOfOnZk9ezbt2rVj9uzZknwJIYQQBcRIbcS0Hu8w7KsPs2zL/NPprF5jinS9r8eR5KuYMVIbMbv3WAZ9PhkVGCRgz/pDNW/ePAICArI8o+Xv769/fifTkSNH8PX1zfPzLuXKlctTPTc3N4YNG8awYcOYPHkyq1ev5p133sHf358tW7agKIo+eTpy5Ag2Njb659RMTU3RaPI/202tWrUIDQ196iQlL4KDg9FqtSxcuFCftOT3lsO8XsuCUqtWLQIDA3FycsqywHgmT09P9u3bR4sW2T/raGJikqe+6du3L+vXr6d8+fKo1WqDpSNq1arFuXPnCqSfoqOj2bBhA127dkWtVuPg4ECbNm1YuXIlY8eONVjj79atW6xfv55+/frlODOnSqXCz8+PoKCgp45NCCGEEP9R/v12rFap0Sr/PZPtau/MrF5jimydr7ySZ76KoY41W/Dl0Lm4lHIyKHe1d+bLoXOf2YeqWrVq9O3bl2XLlhmUjx8/nn379jFr1iwuXrzI119/zfLly7O9RfFpjBkzhl27dnHlyhVOnDjB/v379beSjRgxgmvXrvHOO+9w4cIFtm3bxrRp0xg3bpw+ifH09OTPP/8kIiKCu3fvGkyakJupU6fyzTffMGPGDM6ePcv58+fZuHEjU6ZMKdDzA/D29iY9PZ1PP/2Uy5cv8+2337Jq1aoCP06mpKQkbt26ZfCT32UF+vbtS5kyZXjllVc4fPgwV65c4cCBA4wePZrr168DuslIFi5cyLJlywgLC+PEiRN8+umn+jYyk7PHHb9v376cOHGCOXPm0LNnT4Mk6P333ycoKIhRo0YREhJCWFgY27Zty3ECn0yKonDr1i2ioqI4f/48a9asoVGjRtjZ2Rmscbd8+XJSU1Np164dhw4d4vr16+zcuZM2bdpQrlw5/W2pISEhvPLKK/zwww+cO3eOS5cu8dVXX7FmzZost+cKIYQQ4umsO7gFgHEd32bL2BV8NnAmW8au4PicH4t94gUy8lVsdazZgvY1mnIsLITouBicbB1o4BPwzIdRZ86cSWBgoEFZrVq12LRpE1OnTmXWrFm4uroyc+bMJ749MScajYaRI0dy/fp1bG1tad++PYsXLwZ0oz07duzgvffeo0aNGpQuXZqBAwcaJEgTJkygf//+VK5cmeTkZK5cuZKn47Zr145ff/2VmTNnMn/+fExMTPDz88uypEFBqFGjBosWLWL+/PlMnjyZpk2bMnfuXPr161fgxwJYvXo1q1evNihr164dO3fuzHMblpaWHDp0iPfff5/u3bsTHx9PuXLlaNWqlX4krH///qSkpLB48WImTJhAmTJl6Nmzp76NhQsX6tf5K1euXJZp6jN5e3tTr149/vrrL5YsWWKwrXr16hw8eJAPPviAJk2aoCgKXl5e9O7dO9f44+LicHV1RaVSYWtrS6VKlejfvz/vvvuuwUiej48Pf//9N9OmTeO1117j3r17uLi40LVrV6ZNm0bp0qUBKF++PJ6ensyYMYOIiAj99PkzZsxg7NjHP78phBBCiLw5dz2MPy+dwlhtxJtNuuJsV6aoQ8o3lZLfhaAEoPsCZ2dnR2xsbJZbr1JSUrhy5QoVKlQweEaosGi1WuLi4rC1tS2w521E4ZH+KnkKq8+e9e+KF0V6ejo7duygQ4cOj30OUhQP0mcli/RXyfI89dfEDfP55tBPdK7VitVD5jx+h2cot9zgYfLNTwghhBBCCFGsxScn8sOfujt1BjTLOilaSSHJlxBCCCGEEKJY2/znbySlJuPj4kkj31pFHc4Tk+RLCCGEEEIIUWwpiqKfaGNAsx45zjZcEkjyJYQQQgghhCi2joad5GLUFSzNLHi1wcv68ug79/h5+wGi79wrwujyR5IvIYQQQgghRLGVOerVs157bC2s9eUXw65yM+oOFy9dLarQ8k2mmhdCCCGEEEIUS7dj77Lj5AEA+jfrTnx8IimpaQCEX76m+zf8GpV8PAEwNzPFxsaqKELNE0m+hBBCCCGEEMXShiM/k6HVUM+rOlXK+7Dqy81Z6iSnpLJl6179+2GDXn2WIeaL3HYohBBCCCGEKHYyNBl8e3groJtoA6Bl83o5TrihUqlo2bzeswrvicjIlxBCCCGEEKLY2XPmCDfvR+NgY0/Hmi0A8PX2wMbaim2/7s9Sv/srrXAsY/+sw8wXGfkSxcaBAwdQqVQ8ePCgRB+joK1bt45SpUoVdRhCCCGEEM9U5kQbfRt3wczEVF9+/catogrpqUnyVdzdOAFfddL9W8gGDBiASqVi3rx5BuVbt259JuspNGrUiKioKOzs7AqkvebNmzNmzJgCaet5cenSJd566y3Kly+PmZkZFSpUoE+fPvz999/PLIbC7BdPT0+WLFmSp3oqlQqVSoWFhQWenp706tWL33//Pdv6X3/9NS1btsTa2hobGxuaNWvGr7/+mqXe6tWrqVGjBtbW1pQqVYqaNWsyd+7cpz0tIYQQ4oUTfjuSg+f/QqVS8WaTrgbbrl3XJV9WlhY0bVwLxzL2WFiYY2FhVgSR5o8kX8Xdye/hyiEI2fhMDmdubs78+fO5f//+Mznew0xNTXFxcSmRC+elp6cXdQiP9ffff1O7dm0uXrzI559/zrlz5/jpp5/w8/Nj/PjxRR3eMzdz5kyioqIIDQ3lm2++oVSpUrRu3Zo5c+YY1JswYQLDhw+nW7duhISE8Ndff/HSSy/xyiuvsHz5cn29NWvWMGbMGEaPHk1ISAhHjhxh4sSJJCQkPOtTE0IIIUq8bw79CECbao1xc3DVl8fGJhB9R/c9tWuXllT296L7K61447UOWFtZFkms+SHJ17OgKJCWmPef6AsQEQRXj8Jp3XArp3/QvY8I0m3Psl9S9m0pSr5Cbd26NS4uLo/9a/2WLVuoUqUKZmZmeHp6snDhQoPtnp6efPTRR7z99tvY2Njg7u7OF198kWubj94SePXqVTp37oy9vT1WVlZUqVKFHTt26OsfPHiQevXqYWZmhqurK5MmTSIjIwPQjeIdPHiQpUuX6kc4IiIi9PsGBwdTp04dLC0tadSoEaGhoQaxbNu2jVq1amFubk7FihWZMWOGvm3QPdD52Wef0aVLF6ysrJgzZw7Tp08nICCANWvW4O7ujrW1NSNGjECj0fDxxx/j4uKCk5MTH330kcGxFi1aRLVq1bCyssLNzY0RI0YU+Bd2RVEYMGAAPj4+HD58mI4dO+Ll5UVAQADTpk1j27Zt+rpnzpyhZcuWWFhY4ODgwJAhQwziGTBgAF27dmXBggW4urri4ODAyJEjDRLQlStX4uPjg7m5Oc7OzvTs2VO/b3b9otFoGDhwIBUqVMDCwoJKlSqxdOlSg3N43HGbN2/O1atXGTt2rL7t3NjY2ODi4oK7uztNmzbliy++4MMPP2Tq1Kn6z8OxY8dYuHAhH3/8Me+88w7e3t74+/szZ84cxowZw7hx47h2TTfN7c8//0yvXr0YOHAg3t7eVKlShT59+mRJ5oQQQgiRu6S0FDYe3Q78N9FGptCwCADcyjtjY61LtlQqFUZGRs80xiclE248C+lJMNP18fVyk3gXVrfLdpMaKJXTflOjwDTvax0YGRnx0Ucf8frrrzN69GjKly+fpU5wcDC9evVi+vTp9O7dm6CgIEaMGIGDgwMDBgzQ11u4cCGzZs3if//7Hz/88APDhw+nWbNmVKpUKU+xjBw5krS0NA4dOoSVlRXnzp3D2lq3sN6NGzfo0KEDAwYM4JtvvuHChQsMHjwYc3Nzpk+fztKlS7l48SJVq1Zl5syZADg6OuoTsA8++ICFCxfi6OjIsGHDePvttzly5AgAhw8fpl+/fixbtowmTZoQHh7OkCFDAJg2bZo+vunTpzNv3jyWLFmCsbExa9asITw8nN9++42dO3cSHh5Oz549uXz5Mr6+vhw8eJCgoCDefvttGjRoQMuWLQFQq9UsW7aMChUqcPnyZUaMGMHEiRNZuXJlnvvtcUJCQjh79iwbNmxArc76N5fMZ8oSExNp164dDRs25Pjx40RHRzNo0CBGjRrFunXr9PX379+Pq6sr+/fv59KlS/Tu3ZuAgAAGDx7M33//zejRo/n2229p1KgR9+7d4/DhwwA59otWq6V8+fJs3rwZBwcHgoKCGDJkCK6urvTq1StPx/3xxx+pUaMGQ4YMYfDgwU90nd59911mzZrFtm3bmDhxIt9//z3W1tYMGTKElJQUg7rjx49n0aJFbNmyhTFjxuDi4sLBgwe5evUqHh4eT3R8IYQQQsDW43uITYrHo0w5mvvX15drtQoX/02+KvlUKKLono4kXyKLbt266UdEvvrqqyzbFy1aRKtWrfjwww8B8PX15dy5c3zyyScGyVeHDh0YMWIEAO+//z6LFy9m//79eU6+IiMj6dGjB9WqVQOgYsWK+m0rV67Ezc2N5cuXo1Kp8PPz4+bNm7z//vtMnToVOzs7TE1NsbS0xMXFJUvbc+bMoVmzZgBMmjSJjh07kpKSgrm5OTNmzGDSpEn0799ff9xZs2YxceJEg+Tr9ddf56233jJoV6vVsmbNGmxsbKhcuTItWrQgNDSUHTt2oFarqVSpEvPnz+fw4cP65Ovh5588PT2ZPXs2w4YNK9DkKywsDAA/P79c623YsIGUlBS++eYbrKx0Sfvy5cvp3Lkz8+fPx9nZGQB7e3uWL1+OkZERfn5+dOzYkX379jF48GAiIyOxsrKiU6dO2NjY4OHhQc2aNQFy7BcjIyNmzJihf1+hQgWOHj3Kpk2bDJKv3I5bunRpjIyM9CNaT6J06dI4OTnpk/SLFy/i5eWFqalpluSrbNmy2NracvHiRUCXmHfv3h1PT098fX1p2LAhHTp0oGfPntkmvEIIIYTISlEU1h38AYD+Tbsb/D/0xs1oEhKTMTU1wdOjbFGF+FQk+XoWTCx1I1D5EXU6+5GuwbvAtbpBkVarJS4uHltbm6xf8kye7N7X+fPn07JlSyZMmJBl2/nz53nllVcMyho3bsySJUvQaDT6Yd/q1f+LU6VS4eLiQnR0NAAvv/yyfjTEw8ODs2fPZjnO6NGjGT58OLt376Z169b06NFD3+b58+dp2LChwa1ljRs3JiEhgevXr+Pu7p7r+T0cm6urblQyOjoad3d3Tp06xZEjRwxuF9NoNKSkpJCUlISlpe6a1qlTJ0u7np6e2NjY6N87OztjZGRk0C/Ozs7cvXtX/37v3r3MnTuXCxcuEBcXR0ZGRpZj5SYv11LJ4+2n58+fp0aNGvrEC3TXVavVEhoaqk++qlSpYjC87+rqypkzZwBo06YNHh4eVKxYkfbt29O+fXu6dev22HNZsWIFa9asITIykuTkZNLS0ggICDCok9txC4qiKAafq7xeO1dXV44ePco///zDoUOHCAoKon///nz55Zfs3LlTEjAhhBAiD05GnON0ZChmxqa81qiTwbbMWw59vNwxNi4Ztxk+Sr4NPAsqle7Wv/z8mFj8u6/a8F8Tixz2scy+/Aknr2jatCnt2rVj8uTJT3zaJiYmBu9VKhVarRaAL7/8kpCQEEJCQgye43rYoEGDuHz5Mm+++SZnzpyhTp06fPrpp08cT06xZX7RzowtISGBGTNm6OMLCQnhzJkzhIWFYW5urt/v4QQlu3Yz287tOkRERNCpUyeqV6/Oli1bCA4OZsWKFQCkpaXl6Vzyci19fX0BuHDhQp7afJzczsnGxoYTJ07w/fff4+rqytSpU6lRo0au0/tv3LiRCRMmMHDgQHbv3k1ISAhvvfVWlmuQ23ELQkxMDHfu3KFCBd2tDL6+vly+fDnbvrh58yZxcXH6a5upatWqjBgxgu+++449e/awZ88eDh48WGAxCiGEEM+zzOnlu9RpTWnr/2bATk1N40rEdQAq+XoWRWgFQpKv4srKEaydoGwAdFmi+9faSVf+jMybN49ffvmFo0ePGpT7+/vrn4/KdOTIEXx9ffP8sGO5cuXw9vbG29s71+dj3NzcGDZsGD/++CPjx49n9erV+hiOHj1qMCpx5MgRbGxs9M+pmZqaotFo8hTPw2rVqkVoaKg+vod/Cnr0Ijg4GK1Wy8KFC2nQoAG+vr7cvHkzX23k5VoGBARQuXJlFi5cmG2ykpkY+fv7c+rUKRITE/Xbjhw5or9lMq+MjY1p3bo1H3/8MadPnyYiIkI/jXt2/XLkyBEaNWrEiBEjqFmzJt7e3oSHh+f5eJmetM8zLV26FLVaTdeuXQF47bXXSEhIyHaymAULFmBiYkKPHj2ybMtUuXJlAIPrKYQQQojs3UuIZdvfewF4q1l3g23hl6+h0Wixt7ct9gsp50ZuOyyu7MrBhLNgZKobvar7FmjSwPjZrV9QrVo1+vbty7JlywzKx48fT926dZk1axa9e/fm6NGjLF++vECfUQLds1Avv/wyvr6+3L9/n/379+Pv7w/AiBEjWLJkCe+88w6jRo0iNDSUadOmMW7cOH2C5OnpyZ9//klERATW1taULl06T8edOnUqnTp1wt3dXf+8zqlTp/jnn3+YPXt2gZ6jt7c36enpfPrpp3Tu3JkjR46watWqAj0G6EaI1q5dS+vWrWnSpAkffPABfn5+JCQk8Msvv7B7924OHjxI3759mTZtGv3792f69OncuXOHd955hzfffFN/y+Hj/Prrr1y+fJmmTZtib2/Pjh070Gq1+uQtu37x8fHhm2++YdeuXVSoUIFvv/2W48eP60eg8srT05NDhw7x2muvYWZmRpkyZXKsGx8fz61bt0hPT+fKlSt89913fPnll8ydOxdvb28AGjZsyLvvvsvEiROJi4ujd+/eaDQavvvuO5YuXcqSJUtwc3MDYPjw4ZQtW5aWLVtSvnx5oqKimD17No6OjjRs2DBf5yGEEEK8iDYG/UpqRhrV3StR07OKwbbMWw79fDxL5LJEmWTkqzgzNvvvtkGV6pkmXplmzpyZZaSkVq1abNq0iY0bN1K1alWmTp3KzJkzDSbbKAgajYaRI0fi7+9P+/bt8fX11Sd45cqVY8eOHfz111/UqFGDYcOGMXDgQKZMmaLff8KECRgZGVG5cmUcHR2JjIzM03HbtWvHr7/+yu7du6lbty4NGjRg8eLFhTKDXY0aNVi0aBHz58+natWqrF+/vtAW5a1Xrx5///033t7eDB48GH9/f7p06cLZs2f1CxNbWlqya9cu7t27R926denZsyetWrUyWM/qcUqVKsWPP/5Iy5Yt8ff3Z9WqVXz//fdUqaL7JZpdvwwdOpTu3bvTu3dv6tevT0xMjH6ylvyYOXMmEREReHl54eiY+yjx1KlTcXV1xdvbmzfffJPY2Fj27dvH+++/b1BvyZIlLF++nC1btlC9enXq1KnDoUOH2Lp1K++8846+XuvWrTl27Bivvvoqvr6+9OjRA3Nzc/bt24eDg0O+z0UIIYR4kWi1Wr7+d22vAc16GCRY9+/HcTv6HiqVCh/vkj2jsErJ69PkwkBcXBx2dnbExsZia2trsC0lJYUrV65QoUIFg2eECotuwo04bG1t5aH+EkD6q+QprD571r8rXhTp6ens2LGDDh06ZHlOUBRP0mcli/RXyVJS+uv3s0d5/dOx2FpYEzL/VyxN//v/4rG/ThNyOhQPd1debvtSEUaZs9xyg4fJNz8hhBBCCCFEkcqcaOO1hp0MEi+tVsvFsKsA+PmWzLW9HibJlxBCCCGEEKLIRN69yZ4zusnc+jXtZrDt2o3bJCWnYG5uiruba1GEV6Ak+RJCCCGEEEIUme/+2IaiKDT1q4u3i+EzXaEXIwDw8fLAyKjkpy4l/wyEEEIIIYQQJVJqehrrj/wM6CbaeFhKSioRV3VL8JTktb0eJsmXEEIIIYQQokhsP7mfmPj7uJZypG11w8k0wsIj0Wq1lHEoRRmHUkUTYAGT5EsIIYQQQghRJDIn2nizSTeMjQyXIM685bCSj+czjqrwSPIlhBBCCCGEeObOXg/jr/DTGKuN6PtSF4NtMTEPuBvzALVahbe3exFFWPAk+RJCCCGEEEI8c18f1C2q3KFmc5ztyhhsuxAWAYCne1kszM2ecWSFR5IvIYQQQgghxDMVl5zAD3/tBLJOtKHRaAm7pFvbq9JzsLbXwyT5Es/UgAED6Nq1a1GHkS/NmzdnzJgxT9XGgQMHUKlUPHjwoEBiKqpjFLR169ZRqlSpog5DCCGEEM/Y5mO/kZSajK9rBRr61DTYFnktipSUNCwtzHEr71xEERYOSb6Kueg79/h5+wGi79wr9GMVZGIUERGBSqUiJCSkQNor6Ro1akRUVBR2dnYF0l5BJIRCCCGEEEVBURT9RBv9m3ZHpVIZbNev7eXtgVr9fKUrz9fZPIcuhl3lZtQdLv479Cqy0mg0aLXaog4jV6ampri4uGT55VISpKenF3UIQgghhHiOBF08QditCCzNLHi1wcsG25KSUrh6LQrIw9peN07AV510/5YQRZ58rVixAk9PT8zNzalfvz5//fVXjnXPnj1Ljx498PT0RKVSsWTJkix1pk+fjkqlMvjx8/MzqJOSksLIkSNxcHDA2tqaHj16cPv27YI+NT1FUUhPz8jzz737cUTdukPUrbtcunwNgEvh14i6dZeoW3e4dz8uyz4ZGZps21IU5Ynj/uGHH6hWrRoWFhY4ODjQunVrEhMTAdBqtcycOZPy5ctjZmZGQEAAO3fu1O9boYLu/tyaNWuiUqlo3ry5QdsLFizA1dUVBwcHRo4cafAFPzU1lQkTJlCuXDmsrKyoX78+Bw4c0G/PvFXt559/pnLlypiZmREZGYmnpyezZ8+mX79+WFtb4+Hhwc8//8ydO3d45ZVXsLa2pnr16vz999/6tmJiYujTpw/lypXD0tKSatWq8f333z/xNcvJo7cERkZG0qVLF+zt7bGysqJKlSrs2LFDX//gwYPUq1cPMzMzXF1dmTRpEhkZGYBuhPLgwYMsXbpU/xmPiIjQ7xscHEydOnWwtLSkUaNGhIaGGsSybds2atWqhbm5ORUrVmTGjBn6tgFUKhWfffYZXbp0wcrKijlz5jB9+nQCAgJYs2YN7u7uWFtbM2LECDQaDR9//DEuLi44OTkxZ84cg2MtWrSIatWqYWVlhZubGyNGjCAhIaGAr64QQgghSpJ1/0600bNee2wtrA22hYVHoigKTo6lKW1vm3tDJ7+HK4cgZGNhhVrgjB9fpfAEBgYybtw4Vq1aRf369VmyZAnt2rUjNDQUJyenLPWTkpKoWLEir776KmPHjs2x3SpVqrB37179e2Njw9McO3Ys27dvZ/PmzdjZ2TFq1Ci6d+/OkSNHCu7kHpKRoeGrr396qjZSUlLZ9uv+fO83sH83TEzy381RUVH06dOHjz/+mG7duhEfH8/hw4f1ydzSpUtZuHAhn3/+OTVr1mTNmjV06dKFs2fP4uPjw19//UW9evXYu3cvVapUwdTUVN/2/v37cXV1Zf/+/Vy6dInevXsTEBDA4MGDARg1ahTnzp1j48aNlC1blp9++on27dtz5swZfHx8AN1nYf78+Xz55Zc4ODjoPy+LFy/mo48+4sMPP2Tx4sW8+eabNGrUiLfffptPPvmE999/n379+nH27FlUKhUpKSnUrl2b999/H1tbW7Zv386bb76Jl5cX9erVy/d1y6v33nsPrVbLoUOHsLKy4ty5c1hb63753Lhxgw4dOjBgwAC++eYbLly4wODBgzE3N2f69OksXbqUixcvUrVqVWbOnAmAo6OjPgH74IMPWLhwIY6OjgwbNoy3335b/9k+fPgw/fr1Y9myZTRp0oTw8HCGDBkCwLRp0/TxTZ8+nXnz5rFkyRKMjY1Zs2YN4eHh/Pbbb+zcuZPw8HB69uzJ5cuX8fX15eDBgwQFBfH222/TunVr6tevD4BarWbZsmVUqFCBy5cvM2LECCZOnMjKlSsL7doKIYQQovi6HXuX30IOANC/WXeDbYqiEHrxCpDLqNf9SEiKAU06nNqkKzu9BWq+DooClg5gX3ynpi/S5GvRokUMHjyYt956C4BVq1axfft21qxZw6RJk7LUr1u3LnXr1gXIdnsmY2NjXFxcst0WGxvLV199xYYNG2jZsiUAa9euxd/fn2PHjtGgQYNs90tNTSU1NVX/Pi4uDtDdkvXobVnp6ekoioJWq9X/FJX8HF9RFH3cN27cICMjg65du+LurvsAV6lSRd/mggULmDhxIr169QJg7ty57N+/n8WLF7N8+XIcHBwAsLe31ydGWq0WRVGwt7dn2bJlGBkZ4evrS4cOHdi7dy8DBw4kMjKStWvXEhERQdmyZQEYN24cO3fuZM2aNcyZMwetVkt6ejrLly+nRo0aBufw8ssv65O4KVOm8Nlnn1GnTh169NDNovPee+/RuHFjoqKicHFxwdXVlXHjxun3HzlyJDt37iQwMJA6deoYXJun6cfMfTOvwfXr1+nZs6f+mnp6euq3r1ixAjc3N5YtW4ZKpcLX15cbN24wadIkpkyZgo2NDaamplhYWBj8kSLzGLNmzaJJkyYATJw4kc6dO5OUlIS5uTkzZszg/fff580339Qfd8aMGUyaNIkPP/xQ31afPn3o379/lvP/8ssvsbGxwc/Pj+bNmxMaGsqvv/6KWq3Gx8eH+fPn8/vvv+v/Ox09erS+DXd3d2bOnMmIESNYvnx5lutSnGX+0eFpPwePyvw8pKenY2RkVGDtvugyfyfLLbMlh/RZySL9VbIUt/765tBPZGg11K1YDV9nT4O47ty9z737cRgZqfFwd8k2ZpOFVbOUKYl3Ua1sqn+fPi2mcILPRV6vb5ElX2lpaQQHBzN58mR9mVqtpnXr1hw9evSp2g4LC6Ns2bKYm5vTsGFD5s6dq08ggoODSU9Pp3Xr1vr6fn5+uLu7c/To0RyTr7lz5zJjxows5bt378bS0tKgLDP5S0hIIC0tDUVR6Nm1Zb7O4f6DePYdOJ6lvFXzutiXsslzO0lJiXl+zig9PZ2MjAzi4uKoUKECzZo1o0aNGrRs2ZIWLVrwyiuvUKpUKeLi4rh58yYBAQH6JBSgTp06/PPPP8TFxelvLUtMTDSok56ejq+vr/72RQAHBwfOnTtHXFwcf/75JxqNJsutoqmpqdja2hIXF0dKSgqmpqZ4enoatK3VavH19dWXWVhYAODl5aUvs7KyAuDy5ctYWlqi0WhYtGgRP/30E1FRUaSnp5Oamoqpqal+n4yMDNLS0gyOlenatWs0bNhQ/37s2LGMHz8+S72kpCQA4uPjUavVDB06lPHjx7Nz506aN29O586dqVpV98vkzJkz1K5dm/j4eP3+1atXJyEhgfPnz+Pm5pZtTJnHqFChgr7c1lY3XB8eHo6bmxshISEcOXKEjz76SL+fRqMhJSWFW7du6T/LlStXNmg7NTUVd3d3FEXRl5cuXRofHx+D2wgdHBy4fv26vs6BAwdYvHgxYWFhxMfHk5GRYXCslJQUgzaLu4f7pCCkpaWRnJzMoUOHDG79FAVjz549RR2CyCfps5JF+qtkKQ79pdFq+eqAbrSquk0Fg0cuAGLjdf8vNDGGfQ/dxfaw8hWHUfPyF6j574+hKnR/JNWi5mTFIVx/pN1nIfN72OMUWfJ19+5dNBoNzs6G00c6Oztz4cKFJ263fv36rFu3jkqVKhEVFcWMGTNo0qQJ//zzDzY2Nty6dQtTU9Ms01s7Oztz69atHNudPHmywQhJXFwcbm5utG3bVv8FN1NKSgrXrl3D2toac3PzJzqPnP64bmdrQ+nS9gZliqIQHx+PjY3NU03oYGJigrGxsf589u3bR1BQEHv27OGrr75izpw5HD16VD+qZWlpaXDupqam+v0zb6GzsrIyqGNiYoKFhYVBmZmZGWq1GltbW7RaLUZGRhw/fjzLSIC1tTW2traYm5tjYWGRZeZAtVqNjY1Nlv6wtbXVl9nY2BjEPn/+fD7//HODZ5PGjh2LVqvV72NsbIypqWmWdgEqVarEiRP/PeRZunTpbOtlJjU2NjbY2NjQr18/unTpwo4dO9izZw8tW7ZkwYIFjBo1CmNjY0xMTAzaybyemeeXXUyZx3g4hkf7ITExkenTp9OtW7csMTo5OelnFCpTpkyWPjIzM8vS34/25cOfoYiICF577TWGDRvG3LlzKV26NH/88Yf+FsrMvlSpVNles+KkoP4be1RKSgoWFhY0bdr0iX9XiKzS09PZs2cPbdq0wcTEpKjDEXkgfVaySH+VLMWpv347dYgHqfE4WJdicv93MTP577GUDI2G7zftBLQ0a9KA8uWyPoKk0wHtiUqof8n6CJJmyF6qu9ageuGEn6u8/iG5SG87LAwvv/zfjCnVq1enfv36eHh4sGnTJgYOHPjE7WZ++XyUiYlJlg+yRqNBpVKhVqufeHpMSysLLCzMsbaywL9SBc6HXiEhMRlLK4ssbWbeBpV5zCeVOXnDw200adKEJk2aMG3aNDw8PNi2bRvjxo2jbNmyHD16lBYtWujrBgUFUa9ePdRqtf6LpKIoBu1ld4zML7NqtZratWuj0Wi4e/eu/ta5R2Xum925ZncNHu6Hh/9Vq9UEBQXxyiuv0K9fP0B3LcPCwqhcuXKWGLM7nqmpKb6+vtnGmVPMmefr7u7OiBEjGDFiBJMnT+bLL79k9OjRVK5cmS1btuivFcDRo0exsbHB3d0dtVqNqakpWq3WIKZHzy27slq1anHx4sXHxvzoZ/fhPnq4LLvrkll28uRJtFotixYt0tf54YcfDNrPrS+Lk4L6b+xRmZ+H7H6PiKcn17XkkT4rWaS/Spbi0F/f/bEVgL4vvYK1pZXBtqvXbpGWlo6VlQUe7mVRq3P5Y+eZHw3fq9SgaDExNoYiOse8XtsiS77KlCmDkZFRllkGb9++nePzWk+iVKlS+Pr6cunSJQBcXFxIS0vjwYMHBqNfBX3cp2VtZckbr3XQfznz96uoHxV6Fv7880/27dtH27ZtcXJy4s8//+TOnTv4+/sDumenpk2bhpeXFwEBAaxdu5aQkBDWr18P6EZRLCws2LlzJ+XLl8fc3DxPa1z5+vrSt29f+vXrx8KFC6lZsyZ37txh3759VK9enY4dOxboefr4+PDDDz8QFBSEvb09ixYt4vbt21SuXLlAj/OoyZMn06VLF/z8/Lh//z779+/XX9sRI0awZMkS3nnnHUaNGkVoaCjTpk1j3Lhx+i/+np6e/Pnnn0RERGBtbU3p0qXzdNypU6fSqVMn3N3d6dmzJ2q1mlOnTvHPP/8we/bsAj1Hb29v0tPT+fTTT+ncuTNHjhxh1apVBXoMIYQQQpQMl25d5dCF46hUKt5s0jXL9sy1vSr5eOaeeN27AhGHda+dKkODIRD8DcReByvHgg+8gBXZn5tNTU2pXbs2+/bt05dptVr27dtn8AzN00pISCA8PBxXV1cAateujYmJicFxQ0NDiYyMLNDjFgQjIyP9iINKpXqmD+Tb2tpy6NAhOnTogK+vL1OmTGHhwoX6kcXRo0czbtw4xo8fT7Vq1di5cyc///yzfjZCY2Njli1bxueff07ZsmV55ZVX8nzstWvX0q9fP8aPH0+lSpXo2rUrx48f1z+3V5CmTJlCrVq1aNeuHc2bN8fFxaXAFprOjUaj4Z133sHf35/27dvj6+urnwGwXLly7Nixg7/++osaNWowbNgwBg4cyJQpU/T7T5gwASMjIypXroyjoyORkZF5Om67du349ddf2b17N3Xr1qVBgwYsXrwYDw+PAj/HGjVqsGjRIubPn0/VqlVZv349c+fOLfDjCCGEEKL4++aQbubvNtUa4+bgarAtITGZ6zd0j/9U8vHMvaFjn+v+9WoJ7xyFem/DsP0w4SzYlSvosAucSnmahaCeUmBgIP379+fzzz+nXr16LFmyhE2bNnHhwgWcnZ3p168f5cqV039hS0tL49y5cwB06NCBvn370rdvX6ytrfH29gZ0X0o7d+6Mh4cHN2/eZNq0aYSEhHDu3DkcHXXZ8PDhw9mxYwfr1q3D1taWd955B9DdNpdXcXFx2NnZERsbm+0zX1euXKFChQrP5DkOrVZLXFwctra2xf72LSH9VRIVVp89698VL4r09HR27NhBhw4divwWG5E30mcli/RXyVIc+isxNZmakzoTl5zAhncW07KK4YDHyVMX+PP4GVycy9C1c4scWgFS4uATf0iNh/4/gk/rnOs+Y7nlBg8r0me+evfuzZ07d5g6dSq3bt3SL9SbOQlHZGSkwRedmzdvUrNmTf37BQsWsGDBApo1a6ZfhPf69ev06dOHmJgYHB0deemllzh27Jg+8QLdWlBqtZoePXqQmppKu3btZN0hIYQQQgghCsG2v/cQl5yAR5lyNPevb7BNURQu/Lu2l19Oa3tlOvGdLvFyrATerQop2sJV5BNujBo1ilGjRmW7LTOhyuTp6cnjBuo2bnz8Ctfm5uasWLGCFStW5DlOIYQQQgghRP4oisLaA7oJt/o37Z7lDpLb0THExiZgbGxExQrlc25Iq4Gj/z473mgEFODsw8+S3PMkhBBCCCGEKBQnI85y5tpFzIxNea1RpyzbMyfaqFihPKamudwWeeE3uB8BFvZQo3fhBPsMSPIlhBBCCCGEKBRrD+qmhX+lTmtKWxvOfJ2ekcGly9eAPEy0EfTvI0J13wZTy4IO85mR5KsQFeFcJkKIEkB+RwghhHiexSQ84Oe/9wIwoFmPLNuvXLlBenoGNjZWlHXNZZr4m6cg4g9QG0P9QYUV7jMhyVchyJwSPi0trYgjEUIUZ0lJSUDeF2YUQgghSpKNQb+SmpFGdXc/anpmXUM1NCwC0I16qXJ7hitz1Ktq1xIxnXxuinzCjeeRsbExlpaW3LlzBxMTk0KfTlyr1ZKWlkZKSopMXV4CSH+VPAXdZ4qikJSURHR0NKVKlXqma/gJIYQQz4JWq+XrQ7pbDgc0654luYqPT+TGzWgAfH1yWW80/jac0U3YQaMRhRLrsyTJVyFQqVS4urpy5coVrl69WujHUxSF5ORkLCwscv+rgSgWpL9KnsLqs1KlSuHi4lJg7QkhhBDFxf5zx4i8exNbC2u61m2bZXtomO47crmyTtjaWOXc0F9fgiYd3OtD+TqFFe4zI8lXITE1NcXHx+eZ3HqYnp7OoUOHaNq0qdy+VAJIf5U8hdFnJiYmMuIlhBDiubXu4BYAXmvYCUtTc4NtiqIY3HKYo/QU+Osr3evnYNQLJPkqVGq1GnNz88dXfEpGRkZkZGRgbm4uX+ZLAOmvkkf6TAghhMi7yLs32ftPEAD9mnbLsj3q1l3i4xMxMTGmQoVcnuE6/QMk3gW78uDfubDCfabkgRMhhBBCCCFEgfn28FYURaGpX128XbI+z3Xh4hUAvCq6YWKcw1iQokDQCt3rBkPB6PkYM3o+zkIIIYQQQghRZDRaDcfCQrhx77b+lsPsppdPS0vn8pXrAPj5eubc4OVDcPssmFpBnX6FEXKRkORLCCGEEEII8cS2n9zPlMDFRD2I1pepVWoytJosdS9HXCcjQ4OdnTXOTg45N3r03+nla74OFvYFHXKRkeRLCCGEEEII8US2n9zPoM8nozxSrlW0DF39AUZqNR1rttCXh16MAB6zttfdSxC6U/e64bCCD7oIyTNfQgghhBBCiHzTaDVMCVycJfF62IeblqD5dwQsNjaBqFt3UanAN7dZDo99rnvmq1I7KONToDEXNUm+hBBCCCGEEPl2LCzE4FbDRynAzfu3ORYWAqCfXr58OResrSyy3yn5AZz4Tve60cgCi7W4kORLCCGEEEIIkW/RcTF5rqfV5nFtr+BvIS0RnCtDxWZPH2QxI8mXEEIIIYQQIt+cbHOZMOORejduRpOYmIypqQmeHmWzr6jJ0N1yCNBwBOT0TFgJJsmXEEIIIYQQIt8a+ATgWsqJnFIkFVDW3pkGPgGEhunW9vLxcsfY2Cj7HS5shweRYOkANV4tlJiLmiRfQgghhBBCiHwzUhsxu/fYbCfcyEzIZvUaQ0a6hisRNwColNvaXkf+XVS53ttgksMzYSWcJF9CCCGEEEKIJ9K+RlMcbUpnKXe1d+bLoXPpWLMF4ZevodFosbe3xbFMDmt2XQ+GyGNgZAL1Bxdy1EVH1vkSQgghhBBCPJHfQg5yJ/4edhY2rBw4k7jkeJxsHWjgE4CRWnd74YV/1/byy21tr6Of6f6t1gNsXJ5B5EVDki8hhBBCCCHEE1m193sA3mreg1ZVG2bZfv9+HNF37qFSqfDx9si+kbgoOPOj7nXD4YUVarEgtx0KIYQQQggh8u14+Gn+vnwGU2MT3m6e/QQZmdPLu7u5YGlpnn1Df64GbQZ4NIJyNQsp2uJBki8hhBBCCCFEvn22Zz0APeu3x8ku67TzWq2Wi2FXAfDzrZB9I+nJcHyN7nWjEYUSZ3EiyZcQQgghhBAiXy7fjuS3U4cAGNrq9WzrXLt+m6TkFMzNTXF3c82+oZBASLoHpTzAv2NhhVtsSPIlhBBCCCGEyJfP921EURRaV2tMpbLZj2qFXvx3bS9vD4yMskk7FAWOrtS9bjgU1Dms//UckeRLCCGEEEIIkWd34+8TeHQ7AMNbZz/qlZKSSkTkTQAq+Xhm31D4foi+AKbWUPvNwgi12JHkSwghhBBCCJFnXx/6kZT0VKq7+9HIt1a2dcLCI9FqFco4lKKMQ6nsGwr6d9Sr9htgblc4wRYzknwJIYQQQggh8iQ5LYU1B34AYESbvjmu2xX679pelXw9s2/ozkW4uBtUKmgwrBAiLZ4k+RJCCCGEEELkyQ9/7iQm/j7lSrvQqVaLbOvcjXnA3ZgHqNUqfLzcs28oc1Flvw7gULGQoi1+JPkSQgghhBBCPJZWq2XV3g0ADG31GsZGxtnWy1zby9O9LObmZlkrJN2Dk7rFmWn4/E8v/zBJvoQQQgghhBCPtefMH4TfjsTWwprXG3fOto5GoyXskm5tr0o5re0V/A2kJ4FLNajwUmGFWyxln64KIYQQQgghxEM+26Mb9erXtBvW5lZZtkffuceBQ8dJSUnD0sIct/LOWRvRpMPRz3WvG43QPfP1ApGRLyGEEEIIIUSuTlz5h2OXQjAxMmZg81ezrXMx7Cr37scBurW91OpsUo1zP0PcDbByhOo9CzPkYklGvoQQQgghhBC5+myP7hmtbnXb4mrvpC+Pj08kJTUNgEvhkfpyJ8fS3Ll7H3MzU2xsHholy5xevv4gMM7mebDnnCRfQgghhBBCiBxdvXuT7Sf3AzC8jeGiyusDd2S7z57fj+pfDxv070jZtb/g2nEwMoV6Awsn2GJObjsUQgghhBBC5Gj1vo1oFS0tKjfAv5y3wbaWzevluNaXSqWiZfN6/xUE/Tu9fPVXwdop232ed5J8CSGEEEIIIbJ1PzGWDUG/ADCsdZ8s2329Pej+Sqts9+3+Sit8vT10bx5ch7Nbda8bvVjTyz9Mki8hhBBCCCFEtr49vJWk1GQql/OmqX+9x++Qkz9Xg1YDFZqCa7WCC7CEkeRLCCGEEEIIkUVqehpf/r4JgOFt+uZ4e2F6eob+dd3aVXAsY4+FhTkWFv9OqJGWCH+v1b1+gUe9QCbcEEIIIYQQQmTjx+O7iY6LwbWUI6/UaZ1jvSsRNwBwK+9C7ZqVqRXgj1arxcjISFchZCMkP4DSFaBSu2cQefFV5CNfK1aswNPTE3Nzc+rXr89ff/2VY92zZ8/So0cPPD09UalULFmyJEuduXPnUrduXWxsbHBycqJr166EhoYa1GnevDkqlcrgZ9iwYQV9akIIIYQQQpRIiqLw2Z71AAxq2RtTY5Ns66WnZxB68QoA1ar4ALqJNvSJl1b73/TyDYeB2qhwAy/mijT5CgwMZNy4cUybNo0TJ05Qo0YN2rVrR3R0dLb1k5KSqFixIvPmzcPFxSXbOgcPHmTkyJEcO3aMPXv2kJ6eTtu2bUlMTDSoN3jwYKKiovQ/H3/8cYGfnxBCCCGEECXR72ePcjHqCtbmlrzZpGuO9S6GXSUtPQM7W2vcyjtnrXBpL9wNAzNbqPVG4QVcQhTpbYeLFi1i8ODBvPXWWwCsWrWK7du3s2bNGiZNmpSlft26dalbty5AttsBdu7cafB+3bp1ODk5ERwcTNOmTfXllpaWOSZw2UlNTSU1NVX/Pi5Ot3p3eno66enpeW6nMGQev6jjEHkj/VXySJ+VLNJfJY/0Wcki/VWyPGl/rdz9HQB9GnbGwtgs2/0VReHM2TAA/CpVICMjI0sdoyMrUAOamm+gVZvDc/q5yev1LbLkKy0tjeDgYCZPnqwvU6vVtG7dmqNHj+ayZ/7ExsYCULp0aYPy9evX89133+Hi4kLnzp358MMPsbS0zLGduXPnMmPGjCzlu3fvznW/Z2nPnj1FHYLIB+mvkkf6rGSR/ip5pM9KFumvkiU//RUZe4sjF0+gVqmoqDiwY0f2Cymnpml5EJuBCoi4fIHICMNHfWySr9MyfD8KKn5P8iIph3aeB0lJSXmqV2TJ1927d9FoNDg7Gw5POjs7c+HChQI5hlarZcyYMTRu3JiqVavqy19//XU8PDwoW7Ysp0+f5v333yc0NJQff/wxx7YmT57MuHHj9O/j4uJwc3Ojbdu22NraFki8Tyo9PZ09e/bQpk0bTEyyvx9XFB/SXyWP9FnJIv1V8kiflSzSXyXLk/TXO1/PBKBL7da80SPr2l6Z9v7+J/dio/CrVIFGDWpk2a7+RffdWfHvSPNuA/IffAmSeVfc4zzXsx2OHDmSf/75hz/++MOgfMiQIfrX1apVw9XVlVatWhEeHo6Xl1e2bZmZmWFmZpal3MTEpNj84ilOsYjHk/4qeaTPShbpr5JH+qxkkf4qWfLaX9fv3eKXE78DMKJt3xz3iY9PJPJ6FADVqvpmrZcYA6cDAVA3HoX6Of+s5PW/hSKbcKNMmTIYGRlx+/Ztg/Lbt2/n61msnIwaNYpff/2V/fv3U758+Vzr1q9fH4BLly499XGFEEIIIYQoqVb/HohGq+GlSnWo7u6XY72z58NRFChX1onS9tncBXZ8LWSkQNkA8GhYeAGXMEWWfJmamlK7dm327dunL9Nqtezbt4+GDZ+8gxRFYdSoUfz000/8/vvvVKhQ4bH7hISEAODq6vrExxVCCCGEEKIki02K57vD2wAY3ub1HOtlZGg4H6qbXr5qFe9sKqTBn6t1rxuNgBwWZ34RFelth+PGjaN///7UqVOHevXqsWTJEhITE/WzH/br149y5coxd+5cQDdJx7lz5/Svb9y4QUhICNbW1nh76zp+5MiRbNiwgW3btmFjY8OtW7cAsLOzw8LCgvDwcDZs2ECHDh1wcHDg9OnTjB07lqZNm1K9evUiuApCCCGEEEIUve/+2EZiahK+rhVoWSXnwZBLlyNJTU3D2toSD7eyWSuc3QrxUWDtDFW7F17AJVCRJl+9e/fmzp07TJ06lVu3bhEQEMDOnTv1k3BERkaiVv83OHfz5k1q1qypf79gwQIWLFhAs2bNOHDgAACfffYZoFtI+WFr165lwIABmJqasnfvXn2i5+bmRo8ePZgyZUrhnqwQQgghhBDFVFpGOl/+rntGa3ibvqhyGK1SFIV/zuoe1ani74VarXq0AgSt0L2uPxiMTQst5pKoyCfcGDVqFKNGjcp2W2ZClcnT0xNFUXJt73Hb3dzcOHjwYL5iFEIIIYQQ4nn2c/Beoh7cwcnWge512+ZY79btGO7GPMDISI1/pUce77lxAra+C1GnwNgM6r1dyFGXPEX2zJcQQgghhBCi6CmKwmd7NgAwqGUvzExyHq06e0436uXj5Y65+SMzgZ/8Xpd4AdR4DazKFEq8JVmRj3wJIYQQQgghis7hC8c5ez0MSzML3mzSNcd6iYnJXL5yHYCqlf+daON+JCTF6CbVOLX5v8reLeDGSbB0AHv3Qoy+ZJHkSwghhBBCiBdY5qhXn0adsLeyy7HeuQuX0SoKLs4OlCljrytcWDX7yoED/ns9O28LEL8I5LZDIYQQQgghXlDnroex/9wx1Co1Q1q+lmM9jUbL+QuXAaha2ee/DT1XgzqH8Ry1sW670JORLyGEEEIIIV5Qq/Z+D0DHmi3wcCyXY73LV66TlJyCpaU5FSo8VC+gNzhVgpVNs+407HfdIstCT0a+hBBCCCGEeAFF3Y/mp+O7ARjepk+udf/5d6KNyn5eGKkfSSFSHrmtUCUpRk7kygghhBBCCPEC+urAZtI1GTTwDqBWhRye3QLu3L3P7egY1GoVlf0qZq1w4Tfdv8YW0HmxbrTL2gmsHAsn8BJMbjsUQgghhBDiBZOQksg3h34CYHib13Ote+ZsGABeFdywtDQ33JgSByfW6153XwnVe+jW99Kk6db6EgZk5EsIIYQQQogXzIYjvxCXnICXszttqr2UY73k5FTCL18DoGoV76wV/vwSUh6Aoy9U7aorU6kk8cqBJF9CCCGEEEK8QDI0GXy+byMAw1q/jvrRZ7gecj70MhqNFscy9jg5ljbcmJYIRz7VvW46HtRGhRXyc0OSLyGEEEIIIV4gv57Yz417t3Cwsadn/fY51tNqtZw7Hw7oFlVWqVSGFY6v1S2wXLoCVH+1MEN+bkjyJYQQQgghxAtCURRW7vkOgLeb98TC1DzHuhFXb5KQmIy5uSleFd0MN6anwOGlutdNx4ORTCWRF5J8CSGEEEII8YIIuniC05GhmJuYMaBZj1zrZk4v71+pIsbGj9xSGPwNJNwGOzcIyHlxZmFIki8hhBBCCCFeEJ/t3QBA74YdcbAulWO9e/diuRl1B5VKRRV/L8ONGWlweInuddMxYGxaKLE+jyT5EkIIIYQQ4gVwMeoKe88cQaVSMbRV7qNVmaNeFTzKYm1tabgx5HuIvQ42LlDrzcIK97kkyZcQQgghhBAvgM/3fg/AyzWaUtHZPcd6qalpXLx0FYCqVXwMN2oy4OBC3euXRoNJzs+Miawk+RJCCCGEEOI5Fx0Xw+Y/fwNgeJu+uda9cDGCjAwNpe1tcXUpY7jx9Ga4HwFWZaDuW4UU7fNLki8hhBBCCCGec18f+om0jHTqVKxGXa/qOdZTFIWz53W3HFat4mM4vbxWAwcX6F43GgWmVoUZ8nNJ5oQUQgghhBDiOaTRajgadpKga6f4IewAAMPbvJ7rPpHXbhEXl4ipqQk+Xo/cmnh2G9wNA4tSUH9Q4QT9nJPkSwghhBBCiOfM9pP7mRK4mKgH0foyI7URWq021/0yJ9rw862AiclDqYJWCwc+0b1uOBzMbQs85heB3HYohBBCCCHEc2T7yf0M+nyyQeIFupGwIas/YPvJ/dnu9yA2nmvXbwFQpfIj08tf2AG3z4KZDTQcVihxvwgk+RJCCCGEEOI5odFqmBK4GCWXOh9uWoJGq8lSfvZcOADubq7Y2Vr/t0FR/hv1ajAULOwLMOIXiyRfQgghhBBCPCeOhYVkGfF6mALcvH+bY2EhBuXp6RmEXrwCQLUq3oY7he2BmyfBxBIajSjgiF8sknwJIYQQQgjxnIiOi3mieqFhEaSlZ2BnZ035cs7/bVAU2P+x7nW9gbop5sUTk+RLCCGEEEKI54STrUO+6ymKwtl/J9qo6u9tOL385UNw7S8wNoOX3inQWF9EknwJIYQQQgjxnGjgE4BrKacct6uAsvbONPAJ0JfduBnN/QfxmJgYU8nX03CHA/+OetXpDzYuBR7vi0aSLyGEEEIIIZ4TRmojZr06JtttmeNZs3qNwUhtpC/PnF7e18cDU1OT/3aIOApXDoORCbyUfZsifyT5EkIIIYQQ4jmiUXRrealQGZS72jvz5dC5dKzZQl8WF5/I1cibgO6WQwMH/x31qtkXSpUvvIBfILLIshBCCCGEEM8JjVbDgl+/BGBcp7epX7EGuw7upV2z1jT2q20w4gVw7nw4igLlyjphb//QwsnXgyFsH6iNoOnYZ3kKzzVJvoQQQgghhHhObPt7L2G3IrCztGFoqz5YGJtxPyyKhj41syReGRkazodmTi/vY9hQ5rpe1XtB6QrPIvQXgtx2KIQQQgghxHMgQ5PBwu1fATC89evYWljnWv9SeCSpqWnYWFvi7ub634aoM3BhB6hU0GxCYYb8wpHkSwghhBBCiOfAT8f3EH47EnsrWwa17JVrXUVROPPvRBtVKnujVj/0fNjBBbp/q3YHR59s9hZPSpIvIYQQQgghSriHR71GtH0Da3OrXOvfuh1DTMwDjIzU+D08vXx0KJzdqnsto14FTpIvIYQQQgghSrjNf+4k4s51HGzsebtZz8fWz5xe3sfLA3Nzs/82HFwAigKVO4NLlcIK94UlyZcQQgghhBAlWLomg0X/jnqNavsGVuaWudZPTEzmypXrAFSt8tD08jHhcHqz7rWMehUKSb6EEEIIIYQowQKDfuVaTBSOtqXp36zHY+ufu3AZraLg4lyGMg6l/ttwcBEoWvBtC+VqFl7AL7B8TTX/4MEDfvrpJw4fPszVq1dJSkrC0dGRmjVr0q5dOxo1alRYcQohhBBCCCEekZaRzuLf1gHwTrt+WJqa51pfo9Fy7kI48Mio1/1ICPle97r5e4URqiCPI183b95k0KBBuLq6Mnv2bJKTkwkICKBVq1aUL1+e/fv306ZNGypXrkxgYGBhxyyEEEIIIYQAvg/6hRv3buFsV4Y3m3R9bP3wK9dITk7F0tKcCp7l/ttweDFoM6Bic3CvX2jxvujyNPJVs2ZN+vfvT3BwMJUrV862TnJyMlu3bmXJkiVcu3aNCRPkPlEhhBBCCCEKS0p6Kkv/HfUa3b4/Fo8Z9QI4mzm9vL8XRup/x2HioiD4W93rFhMLI1TxrzwlX+fOncPBwSHXOhYWFvTp04c+ffoQExNTIMEJIYQQQgghsrf+j5+5eT+asvZO9H2py2PrR9+5x+3oe6jVavwrVfxvwx9LQZMGHg3Bs3EhRizydNvh4xIvAK1Wy6+//prn+plWrFiBp6cn5ubm1K9fn7/++ivHumfPnqVHjx54enqiUqlYsmTJE7WZkpLCyJEjcXBwwNramh49enD79u08xyyEEEIIIURRSk5LYdnOrwF49+UBmJuYPWaP/6aX96pYHkvLf0fJEu7A8bW6180ngkqVw96iIDz1bIeXLl3if//7H+XLl6dbt2752jcwMJBx48Yxbdo0Tpw4QY0aNWjXrh3R0dHZ1k9KSqJixYrMmzcPFxeXJ25z7Nix/PLLL2zevJmDBw9y8+ZNunfvnq/YhRBCCCGEKCrfHt7K7di7lCvtQp9GnR9bPzkllfDL1wCoWvmhiTaOLIf0ZChfG7xbFla44l/5mu0wU3JyMps3b+bLL7/kyJEjNGnShKlTp+Y7+Vq0aBGDBw/mrbfeAmDVqlVs376dNWvWMGnSpCz169atS926dQGy3Z6XNmNjY/nqq6/YsGEDLVvqPmBr167F39+fY8eO0aBBg2zbTU1NJTU1Vf8+Li4OgPT0dNLT0/N13gUt8/hFHYfIG+mvkkf6rGSR/ip5pM9KFumvopeclsKnO78B4N12/VApOfdHZvn5C5fRaLSUcShFaXtbXXnSPYz//AIVkPHSOJSMjGd1Cs+dvP73kK/k6/jx43z55Zds3LgRLy8v+vbtS1BQECtXrsxxIo6cpKWlERwczOTJk/VlarWa1q1bc/To0Xy1lZ82g4ODSU9Pp3Xr1vo6fn5+uLu7c/To0RyTr7lz5zJjxows5bt378bSMveF7J6VPXv2FHUIIh+kv0oe6bOSRfqr5JE+K1mkv4rOnit/cif+HmUsSmF9D3bs2JFrfUVROHUmFID0tHh9/Uo3tuCXlkishTsHLmkgPPd2RM6SkpLyVC/PyVf16tWJi4vj9ddfJygoiCpVqgA5j0A9zt27d9FoNDg7OxuUOzs7c+HChUJr89atW5iamlKqVKksdW7dupVj25MnT2bcuHH693Fxcbi5udG2bVtsbW2fKN6Ckp6ezp49e2jTpg0mJiZFGot4POmvkkf6rGSR/ip5pM9KFumvopWYmsT/pn8GwKTuw+jcoGOu9aNu3WHX3iNotWBubkq3V9phZGQEKXEYLxkJgFWnGXSonHs7IneZd8U9Tp6Tr9DQUHr37k2LFi3yPcr1PDAzM8PMLOuDjCYmJsXmF09xikU8nvRXySN9VrJIf5U80mcli/RX0fj2923EJDzA07E8rzXqhLFR7l/nI65GodHoXlf288Lc/N+JNo6shdQ4cPLDuFo3UD/1VBAvtLz+t5Dnq3z58mUqVarE8OHDKV++PBMmTODkyZOonnBGlDJlymBkZJRllsHbt2/nOJlGQbTp4uJCWloaDx48KLDjCiGEEEIIUdjikxNZufs7AMZ3HJhj4hUfn8idu/e5c/e+fpINAGdnB+7cvU98zB0IWq4rbDZBEq9nKM9Xuly5cnzwwQdcunSJb7/9llu3btG4cWMyMjJYt24dFy9ezNeBTU1NqV27Nvv27dOXabVa9u3bR8OGDfPVVn7arF27NiYmJgZ1QkNDiYyMfOLjCiGEEEIIUdi+2r+J+4lxeDt70K1umxzrrQ/cwZate9mydS+paf9NBPHbrj/YsnUv6386AEn3wKEiVJUZv5+lJ0pzW7ZsyXfffUdUVBTLly/n999/x8/Pj+rVq+ernXHjxrF69Wq+/vprzp8/z/Dhw0lMTNTPVNivXz+DyTPS0tIICQkhJCSEtLQ0bty4QUhICJcuXcpzm3Z2dgwcOJBx48axf/9+goODeeutt2jYsGGOk20IIYQQQghRlOKSE/hs7wYAxnfKedQLoGXzejnenaZSqWgZH6h703QCPOa2RVGwnupq29nZMWLECEaMGEFISAhr1qzJ1/69e/fmzp07TJ06lVu3bhEQEMDOnTv1E2ZERkaifmgY9ObNm9SsWVP/fsGCBSxYsIBmzZpx4MCBPLUJsHjxYtRqNT169CA1NZV27dqxcuXKp7gSQgghhBBCFJ7VvwcSmxSPr2sFutRulWtdX28P7EvZsmXr3izbule4j+Pvu6GUOwT0LqxwRQ4KLNUNCAhg2bJl+d5v1KhRjBo1KtttmQlVJk9PTxRFeao2AczNzVmxYgUrVqzIV6xCCCGEEEI8aw8S4/h87/eA7lkvI7XRY/dJTk7NfsNJXTs0HQtGMmHKs5an2w7bt2/PsWPHHlsvPj6e+fPnS1IjhBBCCCFEAfl830bikhPwK+tF51ot87TP5QjdRBvGxkbYWqkp41AKC2MtFnHhYOMKtd4ozJBFDvI08vXqq6/So0cP7Ozs6Ny5M3Xq1KFs2bKYm5tz//59zp07xx9//MGOHTvo2LEjn3zySWHHLYQQQgghxHPvXkIsq3/fCMB7nQcZPJKTk6SkFC5d0iVfLZvV48zpYF5u2wijFY0x0tyHJvPAOOsSSqLw5Sn5GjhwIG+88QabN28mMDCQL774gtjYWED30F7lypVp164dx48fx9/fv1ADFkIIIYQQ4kWxau8GElKSqOrmy8s1muVpn1NnLpKh0eDkWJry5Zw4cxrU/2zB6MFlsHKEOgMKN2iRozw/82VmZsYbb7zBG2/ohihjY2NJTk7GwcFBFtgTQgghhBCigN2Nv8+X+zcB8F6nvI16Jaekcva8bibw2jUr62Y9VLQY/bFYV+Gld8DUstBiFrl74gk37OzssLOzK8hYhBBCCCGEEP/6bM96klKTqe7uR9vqTfK0z+kzF8nI0FDGoRTubi5oIo/T4p//oUq5ARb2UG9gIUctciPLWQshhBBCCFHM3ImLYc2BHwB4r/PgHNftelhKShr/nDMc9VKd2ohtyg1dhUYjwcym0GIWjyfJlxBCCCGEEMXM8t3fkZyWQk3PyrSu2ihP+5w5G0Z6egYOdpZ4Gt+GmyGoT+kWVFZQgUdDuHES7kcWZugiF7KktRBCCCGEEMXI7di7fH3wRwAmdh6Sp1Gv1LR0zpwNA6BW2EJUp/5+pIYCazr+93Z2XEGFK/JBRr6EEEIIIYQoRj7d+Q0p6anUrViN5pXr52mff85eIi0tHftStlR8eSiodWMsmWmbPn1TG0PP1QUes8ibfCdfFStWJCYmJkv5gwcPqFixYoEEJYQQQgghxIso6n403x7eCsDELnkb9UpLS+f0PxcBqBXgj6pmb3j71+wrD/sdAnoXVLgin/KdfEVERKDRaLKUp6amcuPGjQIJSgghhBBCiBfRsp3fkJqRRgOfmrxUqU6e9jl7PpzU1DTs7KzxquimKwz5HgDl3zoKj0/iROHL8zNfP//8s/71rl27DKaZ12g07Nu3D09PzwINTgghhBBCiBfF9Xu3WH9kGwAT8zjDYXp6BqfO/DfqpVarIO4mhOgm2sC+AiG2zameHoIq7oZukWVRZPKcfHXt2hUAlUpF//79DbaZmJjg6enJwoULCzQ4IYQQQgghXhTLfvuatIx0GleqTSPfWnna59yFy6SkpGJrY4WPl7uucO9syEgBt3pkDNjO1Z07qfLyJ6jVChibFeIZiMfJc/Kl1WoBqFChAsePH6dMmTKFFpQQQgghhBAvksi7N9lwRHen2XudBudpn4wMDadOhwJQM8AftVoNUWfg5HpdhQ5zQf3vU0YqFRibFnjcIn/yPdX8lStXCiMOIYQQQgghXlhLfltLhlZDM/96NPAJyNM+50Mvk5ScgrW1Jb7eHqAosHOK7t9q3cGtLqSnF27gIl+eaJ2vffv2sW/fPqKjo/UjYpnWrFlTIIEJIYQQQgjxIoi4c53AozsAeK9z3ka9NBoNIaf+HfWq4YeRkRou7oHw/WBkCm2mF1a44inkO/maMWMGM2fOpE6dOri6uubpQUAhhBBCCCFE9hbvWItGq6FllYbUqVgtT/tcuBhBYlIyVpYW+Pl6giZDN+oF0GAolPYstHjFk8t38rVq1SrWrVvHm2++WRjxCCGEEEII8cK4fDuSzcd+A/Iz6qXl5KkLAATUqISRkREcXwfR58HCHppPKKxwxVPK9zpfaWlpNGrUqDBiEUIIIYQQ4oWyaMcatIqWttVfoqZn5Tztc/HSVRISkrCwMMO/UkVITYB9s3UbW7yvS8BEsZTv5GvQoEFs2LChMGIRQgghhBDihXEx6go//rUbgAmdBuVpH61Wy8mQ8wAEVPfD2NgI/lgKCdFQugLUy1s7omjk+7bDlJQUvvjiC/bu3Uv16tUxMTEx2L5o0aICC04IIYQQQojniUar4VhYCNFxMXx3eBtaRcvLNZpR3d0vT/uHhUcSF5+Iubkplf0q6hZU/mOZbmO7mTKdfDGX7+Tr9OnTBAQEAPDPP/8YbJPJN4QQQgghhMje9pP7mRK4mKgH0Qbl9X1q5Gl/rVbhxL+jXjWqVcLExBh+mQ3pyeDeACp3KfCYRcHKd/K1f//+wohDCCGEEEKI59b2k/sZ9PlklGy2zfhhGW4OrnSs2SLXNsKvXCM2NgEzM1Oq+HsZLqj88hzdQsqiWMv3M1+ZLl26xK5du0hOTgZAUbL7KAkhhBBCCPFi02g1TAlcnG3ilenDTUvQaDU5blcUhRMndaNe1av6YGpinHVBZVHs5Tv5iomJoVWrVvj6+tKhQweioqIAGDhwIOPHjy/wAIUQQgghhCjJjoWFZLnV8GEKcPP+bY6FheRY53LEDe4/iMPU1ISqVXwgbK8sqFwC5Tv5Gjt2LCYmJkRGRmJpaakv7927Nzt37izQ4IQQQgghhCjpouNinqqebtTrHADVqvhgZqSSBZVLqHw/87V792527dpF+fLlDcp9fHy4evVqgQUmhBBCCCHE88DJ1uGp6kVE3iTmXiwmJsZUq+IDJ76TBZVLqHyPfCUmJhqMeGW6d+8eZmZmBRKUEEIIIYQQz4sGPgG4lnLKcbsKKGvvTAOfgCzbFEUh+IRu1KtqZW/MVWmyoHIJlu/kq0mTJnzzzTf69yqVCq1Wy8cff0yLFrnP0CKEEEIIIcSLxkhtxMTO2S9+nDk/4axeYzBSG2XZHnn9FndjHmBsbET1ar6yoHIJl+/bDj/++GNatWrF33//TVpaGhMnTuTs2bPcu3ePI0eOFEaMQgghhBBClGh/hZ8BwMTImHRNhr7c1d6ZWb3GZDvN/MOjXlX8vbBIi5EFlUu4fCdfVatW5eLFiyxfvhwbGxsSEhLo3r07I0eOxNXVtTBiFEIIIYQQosQ6ceUs3wf9AsAPY1eQockgOi4GJ1sHGvgEZDviBXD9RjTRd+5hZKSmRrVKsHOcLKhcwuUr+UpPT6d9+/asWrWKDz74oLBiEkIIIYQQ4rmg1WqZsmkRAK826EB97xp52k9RFIL/neGwsp8XlrFhsqDycyBfyZeJiQmnT58urFiEEEIIIYR4rmz+8zdOXDmLlZklU7qNyPN+N6PucOv2XYyM1ARU84XNfWRB5edAvifceOONN/jqq68KIxYhhBBCCCGeG/HJicz5aSUA4zq+jbNdmTzvmznq5edbAaubf8iCys+JfD/zlZGRwZo1a9i7dy+1a9fGysrKYPuiRYsKLDghhBBCCCFKqsU71hAdF4OXszuDW/bO835Rt+5yM+oOarWKgKre8PUw3QZZULnEy3fy9c8//1CrVi0ALl68aLBNJfeeCiGEEEIIwaVbV1n9eyAAM18dg6mxSZ73zRz1quRbAZuLP0L0BVlQ+TmRr+RLo9EwY8YMqlWrhr29LOgmhBBCCCHEoxRF4cPNi0nXZNCmWmNaVW2U531vR8dw/cZtVCoVNf3c4Mt/R8xkQeXnQr6e+TIyMqJt27Y8ePCgkMIRQgghhBCiZNtz5gj7zx7D1NiEma+Oyde+wSfPA+Dr44HtqdWyoPJzJt8TblStWpXLly8XRixCCCGEEEKUaKnpaUzdvASAoa36UMHJLc/73rl7n8hrUahUUMurtCyo/BzKd/I1e/ZsJkyYwK+//kpUVBRxcXEGP09ixYoVeHp6Ym5uTv369fnrr79yrb9582b8/PwwNzenWrVq7Nixw2C7SqXK9ueTTz7R1/H09Myyfd68eU8UvxBCCCGEEABf7NtIxJ3rONuV4d2X++dr38xnvby93LH7c+G/CyrXlwWVnyP5nnCjQ4cOAHTp0sVggg1FUVCpVGg0mny1FxgYyLhx41i1ahX169dnyZIltGvXjtDQUJycnLLUDwoKok+fPsydO5dOnTqxYcMGunbtyokTJ6hatSoAUVFRBvv89ttvDBw4kB49ehiUz5w5k8GDB+vf29jY5Ct2IYQQQgghMkXdj2bxb2sB+LD7SKzNrR6zx39iYh4QcfUmALXKGcE+WVD5eZTv5Gv//v0FGsCiRYsYPHgwb731FgCrVq1i+/btrFmzhkmTJmWpv3TpUtq3b897770HwKxZs9izZw/Lly9n1apVALi4uBjss23bNlq0aEHFihUNym1sbLLUFUIIIYQQ4knM/mkFSanJ1KlYjR712udr3+AQ3bNeXhXKY//HrIcWVK5XGKGKIpLv5KtZs2YFdvC0tDSCg4OZPHmyvkytVtO6dWuOHj2a7T5Hjx5l3LhxBmXt2rVj69at2da/ffs227dv5+uvv86ybd68ecyaNQt3d3def/11xo4di7Fx9pckNTWV1NRU/fvMWyzT09NJT0/P9TwLW+bxizoOkTfSXyWP9FnJIv1V8kiflSzSX9k7fvk0W/7ahUqlYkaPd8nIyMjzvvcfxHH5ynUAatjGQPh+FCNTMlpMgae8ztJfz0Zer2++k69Dhw7lur1p06Z5buvu3btoNBqcnZ0Nyp2dnblw4UK2+9y6dSvb+rdu3cq2/tdff42NjQ3du3c3KB89ejS1atWidOnSBAUFMXnyZKKionJcJHru3LnMmDEjS/nu3buxtLTM8RyfpT179hR1CCIfpL9KHumzkkX6q+SRPitZpL/+o1W0fBS0DoDG5Wtw/Z9wrv8Tnuf978fpEjVzUzDfpbu7K7xMK84ePQucLZAYpb8KV1JSUp7q5Tv5at68eZayh5/9yu8zX4VtzZo19O3bF3Nzc4Pyh0fPqlevjqmpKUOHDmXu3LmYmZllaWfy5MkG+8TFxeHm5kbbtm2xtbUtvBPIg/T0dPbs2UObNm0wMcn7An6iaEh/lTzSZyWL9FfJI31Wskh/ZbX+yM9ci7uNrYU1y4fPxMEm7+txxcYmsGXbXgDauyVge/EGioU9Hv2X42FR6qljk/56NvI68WC+k6/79+8bvE9PT+fkyZN8+OGHzJkzJ19tlSlTBiMjI27fvm1Qfvv27RyfxXJxcclz/cOHDxMaGkpgYOBjY6lfvz4ZGRlERERQqVKlLNvNzMyyTcpMTEyKzQe5OMUiHk/6q+SRPitZpL9KHumzkkX6S+dBYhwf//IFABM7D8aldNYJ43Jz+mwYigIe5Z1w+VP3KI6qxfuY2DoWaJzSX4Urr9c231PN29nZGfyUKVOGNm3aMH/+fCZOnJivtkxNTalduzb79u3Tl2m1Wvbt20fDhg2z3adhw4YG9UE3jJpd/a+++oratWtTo0aNx8YSEhKCWq3OdoZFIYQQQgghsvPJr6u5lxhLpbIV6d+sx+N3eEhsXAJhlyIBqK05LgsqvwDyPfKVE2dnZ0JDQ/O937hx4+jfvz916tShXr16LFmyhMTERP3sh/369aNcuXLMnTsXgHfffZdmzZqxcOFCOnbsyMaNG/n777/54osvDNqNi4tj8+bNLFy4MMsxjx49yp9//kmLFi2wsbHh6NGjjB07ljfeeAN7+7wPEwshhBBCiBfX+RuXWHfwRwBm9xqLiVH+vlqfDLmAoii4uZTC6e9RukJZUPm5lu/k6/Tp0wbvFUUhKiqKefPmERAQkO8AevfuzZ07d5g6dSq3bt0iICCAnTt36ifViIyMRK3+b4CuUaNGbNiwgSlTpvC///0PHx8ftm7dql/jK9PGjRtRFIU+ffpkOaaZmRkbN25k+vTppKamUqFCBcaOHZtlFkUhhBBCCCGyoygKUzYtRqPV0LFmC5r41c3zvtF37nHk6Emio+8BUDtxnyyo/ILId/IVEBCASqVCURSD8gYNGrBmzZonCmLUqFGMGjUq220HDhzIUvbqq6/y6quv5trmkCFDGDJkSLbbatWqxbFjx/IdpxBCCCGEEAC/ntjPkdBgzE3MmNbjnXztezHsKrf/TbzKOVjicuIz3QZZUPm5l+/k68qVKwbv1Wo1jo6OWWYTFEIIIYQQ4nmUlJbC9C3LABjZ9g3cy5R97D7x8YmkpKYBEBYeqS/3urePOybumPu8hI0sqPzcy3fy5eHhURhxCCGEEEIIUSKs2PUtN+7dolxpF0a2ezNP+6wP3JFt+SGlIZRtCIkwrCCDFMVSnmc7/P3336lcuXK2c9jHxsZSpUoVDh8+XKDBCSGEEEIIUZxci4lixe7vAJjeYzSWpnm7+6tl83oGa+M+TIVCy+Yy6vUiyHPytWTJEgYPHpztgsJ2dnYMHTqURYsWFWhwQgghhBBCFCcztnxKSnoqjXxr0alWizzv5+vtQbcuLbPd1v3l+vh6y91lL4I8J1+nTp2iffv2OW5v27YtwcHBBRKUEEIIIYQQxc0fF/7m1xO/o1apmdN7XI4jWdm6H8nNCyG615kT1yla3b+xN+F+ZLa7iedLnpOv27dv57pys7GxMXfu3CmQoIQQQgghhChOMjQZfLBJd5fXgGbd8S/nnb/9F9Xk9NkwACw1sTS9+w2OaVexyIjFIvA1WFj1MS2I50GeJ9woV64c//zzD97e2X/QTp8+jaura4EFJoQQQgghRHGx7tCPhN68TGkrO97rPDjf+4c0XEnSTTVWGTH0vjEFUyUN/4SDaDHGSA30XF3wQYtiJ88jXx06dODDDz8kJSUly7bk5GSmTZtGp06dCjQ4IYQQQgghitrd+Pt88osuOZr0yjDsrezytX9cfCInb+vGPBre24SpoptyXgUYkQHDfoeA3gUasyie8jzyNWXKFH788Ud8fX0ZNWoUlSpVAuDChQusWLECjUbDBx98UGiBCiGEEEIIURTm//w5sUnxVHXzpe9LXfK9/9E/T6HRaClrGodX0t//bVCp/3vuS7wQ8px8OTs7ExQUxPDhw5k8eTLKvw8KqlQq2rVrx4oVK3B2di60QIUQQgghhHjWTkde4Ls/tgEwp/c4jNRG+dr/+o3bXIm4gUoFL0UuRQVQyh2ajoPgbyD2Olg5FnzgoljK1yLLHh4e7Nixg/v373Pp0iUURcHHxwd7e/vCik8IIYQQQogioSgKH2xciKIodK/blvreAfnaX6PVcuToSQCqaP+hdEoEVGwGA7aBWg113wJNGhibFXzwoljKV/KVyd7enrp16xZ0LEIIIYQQQhQbP/61i+OXz2BpZsGH3Ufle/9/zl7i/oN4zI201L3yOZhaQ7cVusQLQKWSxOsF80TJlxBCCCGEEM+zhJREZv64HIAxLw/A1d4pX/snJaUQfOIsAPXvbsRMmwTtFoK9e4HHKkqOPM92KIQQQgghxIti6W9fczv2Lp6O5RnS6rV87//n8TOkpWfgyF38Yn8Hz5eg7sBCiFSUJJJ8CSGEEEII8ZDLtyP5fN/3AMx89V3MTfJ3a+Dt6BhCwyIAeOnmKlQm5tDt0/9uNxQvLPkECCGEEEII8ZBpPywlLSOdFlUa0KbaS/naV1EU/gjSTbJRKelPnNOuQOsPwcGrMEIVJYw88yWEEEIIIV5oGq2GY2EhRMfFcC3mFnvOHMFYbcTMV8egUqny1daFixHcuXsfU9Kof3cjuNWFhsMLKXJR0kjyJYQQQgghXljbT+5nSuBioh5EG5S3rNoIHxfPfLWVmprGn8fPAFD73k9YqlOh20rI59pg4vkltx0KIYQQQogX0vaT+xn0+eQsiRfAntOH2X5yf77aO37iLCkpqdhn3KJq3D5oMRmcKhVUuOI5IMmXEEIIIYR44Wi0GqYELkbJpc6Hm5ag0Wry1N69e7GcPRcOQOO732FUtjq8NLoAIhXPE0m+hBBCCCHEC+dYWEi2I16ZFODm/dscCwt5bFuKovDH0ZMoikKFxGDKp4VB9xVgJE/4CEOSfAkhhBBCiBdOdFxMgdULv3Kdm1F3MFLSaXg/EJpNAJeqTxuieA5J8iWEEEIIIV44TrYOBVIvPT2DY3+eAqDmgx3YOrjoki8hsiHJlxBCCCGEeOE08AnAtZRTjttVQFl7Zxr4BOTazslTF0hITMY64y4BCbuh+0owNi3YYMVzQ5IvIYQQQgjxwjFSG9GiSoNst2Wu7DWr1xiMcpkmPi4ugVOnQwFodC8Q48YjoFzNgg5VPEck+RJCCCGE+H979x0fVbH/f/x1dtNJQkJJQjAQSug1lBBAuHQEESw0GyDY8aqoV1EQFa/4U1EsXFFU0O8FaSp6FdFIUYEACqH3XkNPJ233/P4ILIQESEKyae+njwg7Z87MZ3bIkg9zzhwpd3Yd38+3a38BwNfTO9uxav6BfPbwJPq27HLNNlat3ojNbqf6+a3UqpAEXV4osnilbNAWLCIiIiJSrqRnZvD4FxNIzUijS6N2fPXY26zdu4mTCWcI8K1Mu7AW11zxAjh0OJYDh45hMTPpeHYOxogvwdXDSSOQ0krJl4iIiIiUK2//bzqbD++iUoWKvHf/S7i6uNKhfqs8n2+z2Vm5ah0ATRKW4N/mdqgRUVThShmi5EtEREREyo3o3TF89Ov/AfD2vS8Q5Fc1321s3rqb+MQUPG3xtDY2QvffCztMKaN0z5eIiIiIlAsJ55MYPeNVTNNkaPt+172nKzfJyedZt24zABHnvsFtwLvg5lXYoUoZpeRLRERERMqFF+e8w9GzsdSsUp2Jg54qUBurV68nw2YSmLqX+o0aQu2bCzdIKdN02aGIiIiIlHkL/4piwZrFWAwLUx94BW+PCvlu43jsaXbvPwamnQ7pSzB6fVv4gUqZppUvERERESnTjp49wfNfvwXAU31G0Lp203y3YbebrFi+AoAGSSsI6PcCuPsUapxS9in5EhEREZEyy263888vXyM+JZGWoY14us+IArWzY9sOziRl4GZLJiLECmHdCjlSKQ902aGIiIiIlFmfLPmalTvX4enmwdQRr+Bqzf+Pv6mp6axduwFwoU3qMjz7vl/ocUr5oJUvERERESmTth7ZzaTvpwEwceBT1A6sUaB2/vp9Kal2FyqlH6Fxz8Hg6VeIUUp5ouRLRERERMqc1Iw0HvtiAumZGfRqdjP3dOxfoHZOnzzJtkPxAHTwP4alYZ/CDFPKGSVfIiIiIlLmvPHdx+w8to+qvpWYfN+LGIaR7zZM02TlLz9jGhbqpG6kev8XiiBSKU+UfImIiIhImfL7tjV8unQOAO/dN44qPv4FamfP3ys4nuaFiz2NyPatwatyYYYp5ZCSLxEREREpM84mxfPkl68DMLzznXRv2r5A7WSknid6wx4AWrrvxzt8QGGFKOVYiUi+pk6dSmhoKB4eHkRERLB27dpr1p8/fz4NGjTAw8ODpk2bsmjRomzHhw8fjmEY2b569+6drc7Zs2e555578PX1xc/Pj5EjR5KUlFToYxMRERER5zBNk+dmvUls/CnqBtbk5TufKHBb63/8LymGN762MzQf8GAhRinlWbEnX3PnzmXMmDFMmDCB9evX07x5c3r16sXJkydzrb9q1SqGDh3KyJEjiYmJYcCAAQwYMIAtW7Zkq9e7d2+OHz/u+Pr666+zHb/nnnvYunUrUVFR/Pjjj/zxxx889NBDRTZOERERESla81Yv4qeYZbhYrEx94FW83DwK1E7c3hg2nvMGoH39SrhUDCrMMKUcK/bk69133+XBBx9kxIgRNGrUiGnTpuHl5cUXX3yRa/3333+f3r1789xzz9GwYUMmTpxIeHg4H330UbZ67u7uBAUFOb78/S9d67t9+3YWL17MZ599RkREBB07duTDDz9kzpw5HDt2rEjHKyIiIiKF7+Cpo7w4ZzIAz/V7kOY1GxSsIVsmq5b8ht1wIcQSS81OdxVilFLeFetDltPT01m3bh1jx451lFksFrp37050dHSu50RHRzNmzJhsZb169WLhwoXZypYvX05AQAD+/v507dqV119/ncqVKzva8PPzo3Xr1o763bt3x2KxsGbNGm6//fYc/aalpZGWluZ4nZCQAEBGRgYZGRn5G3ghu9h/cccheaP5Kn00Z6WL5qv00ZyVLiVxvjJtmYye8QrJaSm0qd2Uh7sOKXB8h3+dziFLKBYzk4iuPci02cBmK+SInackzldZlNf3t1iTr9OnT2Oz2QgMDMxWHhgYyI4dO3I9JzY2Ntf6sbGxjte9e/fmjjvuoFatWuzdu5cXX3yRW265hejoaKxWK7GxsQQEBGRrw8XFhUqVKmVr53KTJk3i1VdfzVH+66+/4uXllafxFrWoqKjiDkHyQfNV+mjOShfNV+mjOStdStJ8Ldqzkr/2bcbD6saAkI78sviXfLfhnnCY5MRUUiw+4AKBxglWbtwJG3cWQcTOV5LmqyxKSUnJU71iTb6KypAhQxy/b9q0Kc2aNaNOnTosX76cbt26FajNsWPHZltxS0hIICQkhJ49e+Lr63vDMd+IjIwMoqKi6NGjB66ursUai1yf5qv00ZyVLpqv0kdzVrqUtPnacHA7P/3yFgCThj7HXRG9r3NG7lbP+5gDbjUB8CKF7kMfxM3NrdDiLC4lbb7KqotXxV1PsSZfVapUwWq1cuLEiWzlJ06cICgo9xsbg4KC8lUfoHbt2lSpUoU9e/bQrVs3goKCcmzokZmZydmzZ6/ajru7O+7u7jnKXV1dS8wf5JIUi1yf5qv00ZyVLpqv0kdzVrqUhPlKTjvPU//3Opl2G/3CuzGkw635ephy4pHdpCacBsNgT5IPWLPKG9fwI+XgJuy+VfC5KayIoneukjBfZVle39ti3XDDzc2NVq1asWTJEkeZ3W5nyZIlREZG5npOZGRktvqQtYx6tfoAR44c4cyZM1SrVs3RRlxcHOvWrXPUWbp0KXa7nYiIiBsZkoiIiIg4yavffMDeE4cIqliVt+75V74SL4BZizfwzaojfLPyMGmWClmFpslfh9L5ZtURZi3eUPhBS7lW7LsdjhkzhunTp/Pll1+yfft2Hn30UZKTkxkxYgQA999/f7YNOZ588kkWL17M5MmT2bFjB6+88gp///03o0ePBiApKYnnnnuO1atXc+DAAZYsWUL//v2pW7cuvXr1AqBhw4b07t2bBx98kLVr17Jy5UpGjx7NkCFDCA4Odv6bICIiIiL5ErV5JV/98R0AHwwfj3+Fivluo2stO4Z5YTONi4nbhV8N00bXWvZCiVXkomK/52vw4MGcOnWKl19+mdjYWFq0aMHixYsdm2ocOnQIi+VSjti+fXtmz57NuHHjePHFFwkLC2PhwoU0adIEAKvVyqZNm/jyyy+Ji4sjODiYnj17MnHixGyXDc6aNYvRo0fTrVs3LBYLd955Jx988IFzBy8iIiIi+XYq4SxPf/U6AA93G0Knhm0L1E69Tv2xbn+QKI/bchy7o2MoVRu2u6E4Ra5U7MkXwOjRox0rV1davnx5jrKBAwcycODAXOt7enryyy/X3+GmUqVKzJ49O19xioiIiEjxMk2TZ/77BqcTz9EguA5jBzxa0IbI+H4Mq63tHK8xDDDtYBT7xWFSRulPloiIiIiUGv9d8T2/blqBm4sr/3ngFTxcc26IlifR/2HFYVcSXQPAtFPZPE2n6qlUNU/haU/E0y/g+m2I5FOJWPkSEREREbmevScO8fL8KQC8OOBRGhV0J8I9S9n1x//YWWUkBia39GxPSEh1DIuFhnY79oxUrO4l4zmuUrZo5UtERERESrwMWyaPf/EK59NT6Vi/NQ91HXL9k3JzZi/nFvyLPyrdA0Cr8MbUqBmCcWGPAcNiUeIlRUbJl4iIiIiUeO/+9AUbDm6jopcPHwx/OduGbHmWlkjmrPuI8r2bTIsH1atVIbxFo8IPVuQqdNmhiIiIiJQ4NruN1bs3cDLhDOeS4pmyaAYAb939PMH+Bbgfy26HBQ+x0taSs14heLq70q1LJBZL/p4NJnIjlHyJiIiISInyU8wyxs19j+NxJ7OVR4a1pH/r7gVrdOkb7Dl0iu1V7wCgW9dIvLw8bjRUkXzRZYciIiIiUmL8FLOMUZ+MzZF4AazeHcNPMcvy3+iW74hbMZPfKw8DILxFQ26qHnijoYrkm5IvERERESkRbHYb4+a+h3mNOuPnTcFmt+W90eObyfzmCaKqPkqGxYNqQVVoHa77vKR4KPkSERERkRJh9e4Nua54XWQCx86dYPXuDXlrMPkMzBpKtM+tnHGvgYe7G926tCvYZh0ihUB/8kRERESkRDiZcKbw6tkyYM797E2vylbfbgB0/UcE3hU8byREkRui5EtERERESoQA38qFV2/RCyQc3s7vVUYA0KJZfWqEBN1IeCI3TMmXiIiIiJQI4bUa4+bietXjBhDsH0i7sBbXbuivmdjWzCCq6iOkWzwJDKhMm9ZNCjVWkYJQ8iUiIiIixc40TZ6b9SbpmRm5Hr/4NK6Jg57CarFevaED0fDjM6yudBen3Gvh7u5Gj67tsOo+LykB9KdQRERERIrdGws/ZsGaxVgtVp66ZQTV/LI/SLmafyCfPTyJvi27XL2RuCPw9b3sd2/CZt8eAHTt3AZvb6+iDF0kz/SQZREREREpVjOWL+DDX74CYPK9YxnS/lae6zeK1bs3cDLhDAG+lWkX1uLaK17pKTD7bhJT7Sy7aRQAzZvWo2aNYGcMQSRPlHyJiIiISLH5ecPvvDh3MgD/6vcQQ9rfCoDVYqVD/VZ5a8Q0YeFobMc281v1l0g3PAioWom2rZsWVdgiBaLLDkVERESkWPy1dxOPfv4ypmlyb8f+PN1nRMEa+nMKbFrA2kp3ccK1Jm5urnTv2g6rVT/qSsmiP5EiIiIi4nR7Yg9y/3+eJTUjjR5NO/Dm0OcwDOP6J15p5y8Q9QoHPZux0bcnAF06tcHXp0IhRyxy45R8iYiIiIhTnYw/w9APn+JccgItQxsxbdTruFgLcDfMqd0wbyRJFj+WBj0GQJPGdakVWr2QIxYpHEq+RERERMRpklKTuXfqGA6fOU5o1Zv46rF3qODumf+GzsfBrMHY05L47aZnSTNdqVrFn8i2zQo9ZpHCouRLRERERJwiw5bJg5++xKZDO6ns48/XT7xHVd9K+W/IboP5I+H0Hv4KvI9YIwg3V5cL93ldY0dEkWKm5EtEREREipxpmjz730ks27YaTzcP/u+xd6gVEFKwxqJehV1RHPYOJ8azEwCdb25NRV/vQoxYpPAp+RIRERGRIvfW/6YzN/onLIaFT0a9TnitxgVraOM8+HMKyVY/lgQ9DkCjhnWoU7uAiZyIEyn5EhEREZEi9X9/LuS9RV8A8Nbd/6Jns44Fa+hoDHw3GjsWfqv7GqmZULmyH+0jmhditCJFR8mXiIiIiBSZXzet4PnZbwEwpu9I7r15QMEaSjwBs+6GzFTW1XmK42kVcHV1oUfXdri46D4vKR2UfImIiIhIkVi/fysPfzYOu2lnaPt+PHfrqII1lJkGX98LCUc5EtiDdbasSxY7dWyFX0WfQoxYpGgV4IEKIiIiIiLXtv/kYe6d+gzn01Pp0rgdb93zfP4fonx0PSweD+6+cGgNKV43scTvXkjLpEH9WoTVqVE0wYsUESVfIiIiIlKoTiWcZeiHT3M2KY5mNRrw2YNv4FqQhyjHfA37/wTAblhZUu/fnI/LpJK/Lx0iWxRu0CJOoORLRERERApNctp57pv6LAdOHaFGlWBmjZ5MBQ+vvDdw7hCknAHDgA1zHMUxjSdwNC4TF6uFHl0jcXXRj7FS+uhPrYiIiIgUikxbJg9/No4NB7dRqUJFvn5iClV9K+evkclNchQdc6/H34nVwICbYz/F3//OQopYxLmUfImIiIjIDTNNkxe+fpvfNq/Ew9Wdrx5/hzqBBbgn667p8M0jYNo46VaTVZWGcM4lCNOwUD9pFfVveaDwgxdxEiVfIiIiInLD3ls0g/+u+B6LYWHayIm0rt20YA25emZdcmjCLu8OxHrUA8A//Rgd77gPaoQXYtQizqWt5kVERETkhny96kfe+t+nALwx5Bl6t+hUsIbWzyJx/lOccqnOKbca7PDukFVumrSO+5645HQSE5MLKWoR59PKl4iIiIgU2NKt0Tz730kA/LP3MIZ3LuD9WKv+A4teYFbo57kejgp4FFYeBg7zyKiBBYxWpHgp+RIRERGRPLHZbUTvjmHtsa34766Gt6c3oz59EZvdxl0RtzC2/yP5b9Q0YdmbsDQrgevqt59l8bUwzcvqXHg+mGEYdOncphBGIlI8lHyJiIiIyHX9FLOMcXPf43jcSQA+3/gDFsPAbpp0atCGd+97Mf8PUbbb4eexEP1x1utuL5EecDtm9IZcq9/RvxtVq/jfwChEipeSLxERERG5pp9iljHqk7GYV5TbLyxPDYrsi5uLa/4atWXCwicgZlbW675vsdm3GyuvkniJlAXacENERERErspmtzFu7ns5Eq+LDOCNhR9js9vy3mhmGswdnpV4Waxw5zQ2+XR1JF6NGtTG09OdqlX86dQhnKpV/PH09MDT0/0GRyNSvLTyJSIiIiJXtXr3BselhrkxgWPnTrB69wY61G91/QbTk2HW3bB3GVjdYPBMNmaGEb16IwAtmzegbesmdIhsgcViwTAMGjaojd1ux2q1FtKoRIqHki8RERERuaqTCWcKr975c/DVQDi8FtwqwN2ziUmuxpq/NgHQqmVDWoc3xjCMbInWla9FSqsScdnh1KlTCQ0NxcPDg4iICNauXXvN+vPnz6dBgwZ4eHjQtGlTFi1a5DiWkZHB888/T9OmTalQoQLBwcHcf//9HDt2LFsboaGhGIaR7evNN98skvGJiIiIlFYBvpULp17iCfi8b1bi5eEHI75nfVIQa/7aDEDr8Ea0adUk/5t2iJQixZ58zZ07lzFjxjBhwgTWr19P8+bN6dWrFydP5r68vWrVKoYOHcrIkSOJiYlhwIABDBgwgC1btgCQkpLC+vXrGT9+POvXr+fbb79l586d3HbbbTnaeu211zh+/Ljj64knnijSsYqIiIiUNonnkzG4ekJkAMH+gbQLa3H1Rs4dgs96QewW8A6EUT+z7rQ3a//O+vmtTavGtA5vXLiBi5RAxZ58vfvuuzz44IOMGDGCRo0aMW3aNLy8vPjiiy9yrf/+++/Tu3dvnnvuORo2bMjEiRMJDw/no48+AqBixYpERUUxaNAg6tevT7t27fjoo49Yt24dhw4dytaWj48PQUFBjq8KFSoU+XhFRERESgPTNJn222xGfPI85oXtNq5MwS6+njjoKayWq1wWeGoXTO8FZ/aBXw14cDF/H4O/1m0FoG3rJrRq2ahoBiFSwhTrPV/p6emsW7eOsWPHOsosFgvdu3cnOjo613Oio6MZM2ZMtrJevXqxcOHCq/YTHx+PYRj4+fllK3/zzTeZOHEiNWrU4O677+bpp5/GxSX3tyQtLY20tDTH64SEBCDrMseMjIxrDbPIXey/uOOQvNF8lT6as9JF81X6aM5KnvTMDMbNe5evo38E4J4Ot9GhXismfvcRx+NOOepV8wvglTv/Sc8mHXOfv+MbcfnvQIyUM5hV6pFx7wJi9iUQs3EnkHWpYdPGdTX3RUjfX86R1/e3WJOv06dPY7PZCAwMzFYeGBjIjh07cj0nNjY21/qxsbG51k9NTeX5559n6NCh+Pr6Osr/+c9/Eh4eTqVKlVi1ahVjx47l+PHjvPvuu7m2M2nSJF599dUc5b/++iteXl7XHKezREVFFXcIkg+ar9JHc1a6aL5KH81ZyZCUnsInMd+x6+whDAzuatCVm30aYcSm8nK7B9h99jDxaUlUdPcmrFII5rFkFh1blKOdSok7abd7MobtPHFetVhV/SnO/rqOpBQ7AD4VrBw9vIejh/c4e4jlkr6/ilZKSkqe6pXp3Q4zMjIYNGgQpmny8ccfZzt2+epZs2bNcHNz4+GHH2bSpEm4u+d8hsTYsWOznZOQkEBISAg9e/bMltQVh4yMDKKioujRoweurvl8wKE4near9NGclS6ar9JHc1Zy7D1xiOGfPM+Bs0fw9vDio2ET6NakfbY6eZkvY3cU1nnvYNhSsddsj9eQ/+K/7SiHNu8CIKJ1E5o0rlvk4xF9fznLxavirqdYk68qVapgtVo5ceJEtvITJ04QFBSU6zlBQUF5qn8x8Tp48CBLly69boIUERFBZmYmBw4coH79+jmOu7u755qUubq6lpg/yCUpFrk+zVfpozkrXTRfpY/mrHj9sX0tD05/ifiURG6qFMT/PT6ZhtXrXLX+Vedr8zcw/0GwZ0L9XhiDv2T9hj1svJB4tW/XgmZNwopqGHIV+v4qWnl9b4t1ww03NzdatWrFkiVLHGV2u50lS5YQGRmZ6zmRkZHZ6kPWMurl9S8mXrt37+a3336jcuXrb5G6YcMGLBYLAQEBBRyNiIiISOn05R/fMvTDp4lPSaRN7ab8/MIX10y8ruqvmTDvgazEq9ldmENnsTpmNxs2Zd3j1TGypRIvKdeK/bLDMWPGMGzYMFq3bk3btm2ZMmUKycnJjBgxAoD777+f6tWrM2nSJACefPJJOnfuzOTJk+nbty9z5szh77//5tNPPwWyEq+77rqL9evX8+OPP2Kz2Rz3g1WqVAk3Nzeio6NZs2YNXbp0wcfHh+joaJ5++mnuvfde/P39i+eNEBEREXGyTFsmryz4gM+WzQPgzra9mHzfi3i45rza57r+fB9+GZ/1+7YjMfu+zaq/trB5y24Abm4fTuNGBUjoRMqQYk++Bg8ezKlTp3j55ZeJjY2lRYsWLF682LGpxqFDh7BYLi3QtW/fntmzZzNu3DhefPFFwsLCWLhwIU2aNAHg6NGj/PDDDwC0aNEiW1/Lli3jH//4B+7u7syZM4dXXnmFtLQ0atWqxdNPP51jF0URERGRsirhfBIPfzaOZVtXAzC2/yP8s/ew/D/k2DQh6jX4Y3LW605jMLu/zMo1G9myNWszjU4dW9GoQe3CDF+kVCr25Atg9OjRjB49Otdjy5cvz1E2cOBABg4cmGv90NBQTNO8Zn/h4eGsXr0633GKiIiIlAUHTx/jvqnPsOv4fjxd3flwxARuDe+a/4bsdvjxGVj7edbrHq9gdnqaFdExbN22F4DOHVvRUImXCFBCki8RERERcY41ezYwYtoLnE2KI6hiVb587G2a12yQ5/ONYzG03/EGRtOqsO4L2DgPDAP6vYvZ5gH+XLmebTv2AfCPTq1pUK9WUQ1FpNRR8iUiIiJSTsxbvYhn/zuJ9MwMmtWoz5ePvk01//xtNmZsnEvVxO2Y3z4McQfB4gJ3foLZ7C7+WLGO7Tv3A9ClUxvq1wstglGIlF5KvkRERETKOLvdzqTvp/HhL18B0LflP/hg+AQquHvmrYFzhyDlDBgGli3fAmDEHQSrG/R6DTOkLb//uY4du/ZjGNClU1vqhdUsotGIlF5KvkRERETKsOS08zwx4xUWbfgdgCd7D+P52x7OtqHZdU1ukqPIBAxbOvZFY/l9zU52+nTEMKBr5wjC6tYopOhFypZifc6XiIiIiBSdY+dOMuCdh1m04XfcXFz5cPgExg54NH+JF8Cdn4CRdc7FvRANwI7B8qojLyReBt3+0U6Jl8g1aOVLREREpAyKObCN4R//ixPxp6ns48+Mh9+kbd3m+W/o5E5YMx1Me9ZLt5qs9h9IxLlv2OLbjd0VIjEMg+5dIqhTO6SQRyFStij5EhERESnFbHYbq3dv4GTCGQJ8K9MurAU/xSznnzNfIzUjjfrBtfm/x96hRpXgfDacCSs/hKVvQGYauFaAjGR2eXfgmGdDllpHEe8WhMWA7l3bUbvWTUUzQJEyRMmXiIiISCn1U8wyxs19j+NxJx1lPh4VSExNBqBbk/ZMGzkRH88K+Wv4xHb49lE4uh6AxLABpLZ+BBa9wB6fSADi3YIwTBttm9WmahX/whmQSBmn5EtERESkFPopZhmjPhmLeUX5xcSrR5MOzHzsLawWa94btWXCivdh6SSwpYNHRejzJrPWu0H0UfB/Ilt107CyetNBVm86yCOjBt7giETKPiVfIiIiIqWMzW5j3Nz3ciRel9t6dE/+Gj2x7cJqV0zW6/q9oP/74BtMV9+DLPv9L0wzZ4+GYdClc5v89SVSTin5EhERESllVu/ekO1Sw9wcO3eC1bs30KF+q2s3ZsuEP6fAsjcvrHb5Qd83ocVQMAzS0tI5cvRErokXwB39u+myQ5E8UvIlIiIiUsqcTDhTOPVit8K3j8Gxi6tdvS+sdlUD4MDBY/yxch0pKak3Eq6IXKDkS0RERKQUOZsUz8K/ovJUN8C3cu4HbBnwx3uw/P9l/d7TD/q+Bc0Hg2GQmprOytUx7N5zCAC/ij5EtGnCHytjqODlQXpaIm7uPiSnpOLp6V5IIxMp+5R8iYiIiJQCGbZMvvzjW97532fEpSRcs64BVPMPpF1Yi5wHY7fAN4/C8Y1Zrxv0gf5TwCcIgP0Hj/LnivWknE/FMKBZk/q0adUYFxcrNUKqYbPZ+Pnnn7nlls5YrVas1nxs6CFSzin5EhERESnh/ti+lnHz3mPX8f0ANL4pjL4t/8Hb/5sOkG3jDePCrxMHPZV9p0NbBvw+GX5/+7LVrreh+aALq11prIjewJ69l1a7unRuQ2DApdUzq9WK3Z71sGXDMJR4ieSTki8RERGREurAqSO8suADFm/8A4BKFSryQv9HuKfjbVgtVuoH187xnK9q/oFMHPQUfVt2udTQ8U1Z93Yd35T1umFfuG0K+AQCsP/AUf5YuY7z59MwDGjetD6tw7NWu0Sk8Cj5EhERESlhklKT+WDxV0z7bTbpmRlYLVYe+MddPNN3JH4VfB31+rbsQu/mnVi9ewMnE84Q4FuZdmEtLq14ZabD7+9kfdkzwdMfbn0Hmt0FhsH51DRWrophz77DAPj7+fKPTm0IDKhUHMMWKfOUfImIiIiUEHa7nQVrF/Pv7/7DifjTAHRu2JbXBj5N/eBauZ5jtVhz307++Kase7tiN2e9btQPbnsPvAMA2Lf/CH+uXM/51DQMw6BFs/q0atlIq10iRUjJl4iIiEgJsH7/FsbNe4/1+7cCEFr1Jl6965/0bHYzhmFc++Sj62Hxy9D7NQhsknVf1++Ts1a7vCpBv8nQ5I6s1a7zaaxYtZ69+48A4O/vS5dObQioqtUukaKm5EtERESkGJ2IP82/v/sP81YvAqCCuxdP9RnOQ12H4O7qlrdGYr6G/X/Aio/g1I6sHQ0BGt0Gt73rWO3au+8wf66KIfXCalfL5g1o1bKhNs4QcRIlXyIiIiLFIC0jnU+XzmHKopkkp6UAMDiyLy8OeJTAilWu38C5Q5ByBgwDNn+TVbZ5QdavHhWh+3iIePDCalcqf66KYd+F1a5K/hXp0rkNVav4F8XQROQqlHyJiIiIOJFpmvyy8U9e+eYDDpzKSobCazXm9UFjCK/VOO8NTW5y9WOp8fDjs5gRD7J372FWRK8nNTUdi2HQskUDwls0wmq13OBIRCS/lHyJiIiIFDKb3ZbrDoQ7j+3n5fnv8fv2tQAEVqzCuNsf5862vbBY8pEMxR/NejjyjkW5H7e4kNLvY/5cEs3+A0cBqFypIl06taGKVrtEio2SLxEREZFC9FPMshzP3gqqWIXGIfVYvm0NNrsNNxdXHul+N0/2HkYFD6+8NWyacHgtrPoYtn0Pdpvj0Em3mqz2H0i7c/Opmn6QPbd9z8rtZ0lNO3phtash4S0aarVLpJgp+RIREREpJD/FLGPUJ2MxryiPjT9N7IWt429p3plX7vonNatWz1ujmWlZ93RFfwLHYi6Vh3aE+r3gl/Hs8u7AMc+GbMv8B6kWbw5siAWgcmW/rNWuyn43PjgRuWFKvkREREQKgc1uY9zc93IkXper7O3HZw+/cekhyNeSGAtrP4e1X0DyqawyF3doNggiHyHRuzapZ45AxW/Y4xMJwA7vm8EwMICmTcKIaNsMa34uZxSRIqXkS0RERKQQrN69Idulhrk5kxTH6t0bcn8o8kVH/oboabDlO7BlZJX5BmftXNh6OFSoDMCsz+ZnHfN/4tK5F54HZgKbtuymfbsWBRuMiBQJJV8iIiIiNyAuOYEf1i3hkyVf56n+yYQzOQsz02Hrwqyk68jfl8prtIPIR6BRP7C6OoqTklKoFVrdsZnGlQzDoEvnNvkZhog4gZIvERERkXxKy0jnty0r+WbNYn7bsor0zIw8nxvgW/nSi6ST8NeMrMsLE7Pu08LqBk3vzEq6qrd0VLXZ7Bw4dIwdO/dz+EjsNfu4o383PcNLpARS8iUiIiKSB6ZpsnbvRhasWcwP65YQn5LoONb4pjBub9OT6UvncDL+TK73fRlANf9A2oW1gGMbsnYt3PwN2NKzKngHQtuR0PYB8A5wnHf2XAI7du5n156DpKamOcqDq1WlenAgf63bUiTjFZHCp+RLRERE5Br2xB7km7WLWbBmMYfPHHeUV/Oryh1te3FXRG8aVq8LQK2Amxj1yVgMoJnLecZ7nWBiSiCbMj1xweSz9q2xfnYLHFp9qYObWkHko9B4ALi4AZCRkcnefYfZvnM/J05eukzRy8uD+mGhNKhfi4q+3iQlp7Bl2x68K3jSsH4ttu/cT1LyeTw93Z3x1ohIPin5EhEREbnCqYSzfP93FAvW/MKGg9sc5RXcvbg1vAsDI24hsl7LHLsW9m3Zhc8ensS4ue8xMGMTHd1SuNd2jjhfg1EV4vFc83ZWRYsLNLk969LCkKx7s0zT5OTJM2zfuZ+9+w6TkZEJZN2/VbNGNRrWr0XITUHZHsbsXcGLe4f0wWKxYBgGDRvUxm63Y7XmYTdFEXE6JV8iIiJSLtjsNlbv3sDJhDME+FamXViLbMlTSnoqv278k/lrfnY8DBnAarHSpXE77mrbm57Nb8bLzePqnZw7RN8AP3o/9jL2mf0hHe71jMMgDs4Dnv5Zuxa2HQm+1QA4n5rGrt0H2bFrP+fOJTiaqujrTYP6tagfFoqX19X7vDzRMgxDiZdICabkS0RERMq8n2KWMW7ue9m2gq/mF8BrA5/Er4Iv81f/zE8xy0lOS3Ecb1GzEXe1603/Vt2p6lvp2h3YMiF2E3z8DwCsF74g614vh/PnoPs4TNPkyJFYtu/cz4GDR7Hbs+4Sc7FaqV37JhrWr0VQYBUMI9vZIlLKKfkSERGRMu2nmGWM+mRsjk0wjsed5MHpL2UrC6lcjbsienNn297UDap59UYzUuHoejiwEg6ugoNrID0pW5WTbjVZ7T+QdufmE5B+ECwuJPb9mJ3rt7Jj1wGSki4lelWr+NOgfi3q1qmBu5vrlb2JSBmh5EtERETKLJvdxri57+W6++BFhmFwT4f+DGzXm7Z1mue+2pSWCIfWXki2orOexZWZlr2OR0WoGQmVQiF6Gru823PMsyE7MzqQmFqVHY2e4fDmFCDrHjJ3d1fC6tSkQf1aVKnsV0gjFpGSTMmXiIiIlBmmaXLozHG2HdnNlsO7+GPHX9kuNWx+2Q6EGzM9Hefc3qYHEXVbXGoo5QwcXJ2VbB1YCcc3wYV7wBy8AyC0Q1bCFdoBAhuRmJxK6pHNmOsWs7tCOwC2+nRhq283OJ210lU9OIAG9WtRq2Z1XFx0f5ZIeaLkS0RERIqNzW4jencMa49txX93NTo0aJVjB8GrSctIZ9fx/Ww5sputh3ex5chuth3ZTcL5pKueM9A9no5uKdxli3ckXwAJJ3ZB2v4LydYqOLk958l+NSG0/aWvynUxgaTk85w9G8/ZzbtZ89fmrLrB4y+dZ1iyNdOvT+c8jU9Eyh4lXyIiIlIsrtwE4/ONP1DNL4DXBz9N35ZdstU9lxzP1iN7HEnW1sO72HV8P5lXrkYBrlYXGgTXpnFIPbzcPPj1j9lUMmyYQH/3eADudI8n3m6hqUsqjVxSCfn14ZwBVq1/2cpWe1I9Ajh7LiEr0doRz5mzyzh3Lp70C1vCX49hGHTp3CZ/b5KIlClKvkq5G/kXQxEpv6635XZp7stZn4ll+T10Rl+Xb4Jx+aWAm+JOMvKTsTzW4x7cXd3ZemQXWw/v5ui5E7m24+flS+OQMJrcFEbjkHo0uSmMukGhuNkzIOEYtvhjvLHlNUf9k641+aFS1iYYz1oOOspNw4JRrRmEticjpD3nKjbhbKolK9E6Hs/ZbRtISUnNNQaLYeDn50Ml/4pUqlQRq9VK9JqNOerd0b8bVav439gbJyKlWolIvqZOncrbb79NbGwszZs358MPP6Rt27ZXrT9//nzGjx/PgQMHCAsL4//9v/9Hnz59HMdN02TChAlMnz6duLg4OnTowMcff0xYWJijztmzZ3niiSf43//+h8Vi4c477+T999/H29u7SMdamC7+i2E9Wzq3htzM1Bkv86TVLdd/MRQRuejKz445h/9kdBF9dhRnX0X5mVhe3sOi6CstI50zSed44eu3HZtg3FXRh7NBd3Jn7K9sPJO1ivSfqFk5zq1ZpTrNb6pNm4Agmvn7UtfLnUr2FIzEWEjYDtuXwZpjkBgLqVkrXFemjbt8sjbB2JXRnipnD3PWJZBdNW/HtdFAziakceZcPAlrkoB1ucbv4+1FpUoVHYlWJf+K+FX0wWq9dGnhqdPnbvRtEpEyqtiTr7lz5zJmzBimTZtGREQEU6ZMoVevXuzcuZOAgIAc9VetWsXQoUOZNGkSt956K7Nnz2bAgAGsX7+eJk2aAPDWW2/xwQcf8OWXX1KrVi3Gjx9Pr1692LZtGx4eWQ8pvOeeezh+/DhRUVFkZGQwYsQIHnroIWbPnu3U8RfU5f9i+EjtCJK96tG16gn+2LeWUZ+M5bOHJykBE5EcnPnZob7Kbl+maXI+I4245ATikuM5l5xAXEoCcckJV/19XHIC51ISSEk7D8BNlnSaWbMuBQytFMlez4bUrXSMAYnLqWrY8DDsNAi8icYVvQk0MvDNTMSatAGORMGR3Mdgw0qGxYMMw4MM1+qku1Uko0I1ErxCOZVhxSP5DDu8OwIXNsHw6YxpuIIN2LwvW1seHm7ZEqzKlSri7+eLWx62gff0dMfT0wPvCp40rF+L7Tv3k5R8Hk9P94JNjoiUGYZpmtfafbXIRURE0KZNGz766CMA7HY7ISEhPPHEE7zwwgs56g8ePJjk5GR+/PFHR1m7du1o0aIF06ZNwzRNgoODeeaZZ3j22WcBiI+PJzAwkJkzZzJkyBC2b99Oo0aN+Ouvv2jdujUAixcvpk+fPhw5coTg4ODrxp2QkEDFihWJj4/H19e3MN6KPLPZbQx6eSDW1GRMoE/dQaS5+OKemcCiPfOwADZPb+a+Ok+XIJZAGRkZLFq0iD59+uDqqme5lAZlZc6c+dmhvpzTV6aHF9NfmIEJZNoyybBlXvarLUeZzW679Dozg0xbBjZbBukZ6cz56TO8bVn3T3WvO9jR1+p9s3E1INWWgbWCFxlpSWSkJmHYM/DAjrth4o6Ju3H578HDADcD3AwDt8tfA24WgzAPT1It3oDB0qqjSLN642ZLpu2578i0uAN2rGbmpWTK4kG6xYNMw510iycZrr5kWL2yjuNGOi7YzYI/kLhBvdBLK1r+FfHy8rix+bPZsFgsGIaBaZrY7Xas1rLxd3JZ+UwsLzRfzpHX3KBYk6/09HS8vLxYsGABAwYMcJQPGzaMuLg4vv/++xzn1KhRgzFjxvDUU085yiZMmMDChQvZuHEj+/bto06dOsTExNCiRQtHnc6dO9OiRQvef/99vvjiC5555hnOnbt0WUBmZiYeHh7Mnz+f22+/PUe/aWlppKVdep5HQkICISEhnD592unJV/TuGLatunSdOqYJhnHp1wu80485NS7JhyvmSkqBMjJnSW6X/eNSEX92lLy+jgI3OocmSW7V89CX88blk378sjMMwHT83wBM4/JRX238Bgmul11tcpW+PGyJmBiYhiXrVyxXvDZy7OxXHKwWC66uLri6uuDi6oIt00ZCYnKudQ0DOnVsRd3aIU6OsvTKyMggKiqKHj166If5UkDz5RwJCQlUqVLluslXsV52ePr0aWw2G4GBgdnKAwMD2bFjR67nxMbG5lo/NjbWcfxi2bXqXHlJo4uLC5UqVXLUudKkSZN49dVXc5T/+uuveHl5XW2IRWLtsa2YsRupedPtmIb10l+MV/xgmO0vbRGRKznzs6NE9FU9l8pF1ZfzxpXoVs1pfaVafQqtC9O0A0auDzQ2TZPTqWe4qWJVLBYDwwCLkbVboGFw4fWl3+d8fbHNzKwvF3CzunA6LueuhJUrurBrx2Z27dhcaGMrL6Kiooo7BMkHzVfRSklJyVO9Yr/nq7QYO3YsY8aMcby+uPLVs2dPp698+e+uxqAPfuDm5Bl0azAqx/FTR77ncFo83Ru3J7BiZafGJtdns5scPXqU6tWrY7WU/pWU8qCszNmJ+DP8tnUVIe4VqXpT/xzHs392VLnBvk5fp6+FHEpLoEfj9gRWrHqDfZ0iausqarj7UvWmATmOnzyykMNpifRs0oFAv+uNK+f8GpeVxcaf4tfNKwhx9yEgl75OHFnIodQE+rToTDW/QDAMLMbFpSfD8R8GYFz2+wu9ZL3OSiKOnDnBgr8WE+rhS3Au7+HhwwvZk5rIqC6DqVetFoblwj/GGZYLbViyxnPhNRgYlgurUoblUrlhYdvRPby2cCpNPHxpEZqzrzX7v2FdShLv3PMCLUMbZY3CkewYl32RbczGhTEalgu/Xlb/5w2/89+5b9M1l7/Hlu38nHsHP8ctLQrveVinz8Tx/Y/Lc5R36NiRKpX9Cq2f8kArKaWL5ss5EhIS8lSvWJOvKlWqYLVaOXEi+/axJ06cICgoKNdzgoKCrln/4q8nTpygWrVq2epcvAwxKCiIkydPZmsjMzOTs2fPXrVfd3d33N1z3ijr6urq9D/IHRq0oppfAEbmhcsgTXvWX6IXft2cdIo9rh58fPe/dM9XCXTx2uubde11qVFW5sxmtzHpxduJSzpFVyjSz47r93WaPa4eTCvEvuKTTufa15aLfQ19tlD6emPTiqv2tfVCX58OevqG+2putzHhr8WkJp0iOJe+didn9dW155Ab7qtazVCe/3EqZ1NPZRVc0Vdy2jlcPDzoFh5ZaH+v3NamO9b4cxw+kLO/Yb1H0bdN90Lp5yIfnwq5boLh41OhVH9fF6fi+BlICk7zVbTy+t4W64XZbm5utGrViiVLljjK7HY7S5YsITIyMtdzIiMjs9WHrGXUi/Vr1apFUFBQtjoJCQmsWbPGUScyMpK4uDjWrbu0jezSpUux2+1EREQU2viKitVi5fXBT3M8Iw33zHgqpB3i1NHvqZB2CPfMeI5npDFx0FNKvEQkG2d+dqgv9ZUXnSP74unhjoe3B2dtJ/Dw9sDTw53OkX0LtR8A7wpe3DukD3f070ajhnW4o3837h3SB+8Kzr11QETKt2K/7HDMmDEMGzaM1q1b07ZtW6ZMmUJycjIjRowA4P7776d69epMmjQJgCeffJLOnTszefJk+vbty5w5c/j777/59NNPgazLGZ566ilef/11wsLCHFvNBwcHOzb1aNiwIb179+bBBx9k2rRpZGRkMHr0aIYMGZKnnQ5Lgovb/U6c+x4H4k4ABhzfTS3/IMYNn6Bt5kUkV8787FBf6ut6vCt4ce/QvthsNn7++WduueUWrFZrke0KeHm7hmGUmd0HRaT0KPbka/DgwZw6dYqXX36Z2NhYWrRoweLFix0bZhw6dAiL5dICXfv27Zk9ezbjxo3jxRdfJCwsjIULFzqe8QXwr3/9i+TkZB566CHi4uLo2LEjixcvdjzjC2DWrFmMHj2abt26OR6y/MEHHzhv4IWgb8su9G7eiZU71vHL77/Rq3N3OjRopRUvEbmmi58dq3dv4GTCGQJ8K9MurEWRfHYUR1/O+Ews6++hM/q6yGq1YrfbASVEIlL2Fftzvkqr4nzO15X0/IbSRfNV+mjOShfNV+mjOStdNF+li+bLOfKaGxT/wzhERERERETKASVfIiIiIiIiTqDkS0RERERExAmUfImIiIiIiDiBki8REREREREnUPIlIiIiIiLiBEq+REREREREnEDJl4iIiIiIiBMo+RIREREREXECJV8iIiIiIiJO4FLcAZRWpmkCkJCQUMyRQEZGBikpKSQkJODq6lrc4ch1aL5KH81Z6aL5Kn00Z6WL5qt00Xw5x8Wc4GKOcDVKvgooMTERgJCQkGKORERERERESoLExEQqVqx41eOGeb30THJlt9s5duwYPj4+GIZRrLEkJCQQEhLC4cOH8fX1LdZY5Po0X6WP5qx00XyVPpqz0kXzVbpovpzDNE0SExMJDg7GYrn6nV1a+Sogi8XCTTfdVNxhZOPr66tvqlJE81X6aM5KF81X6aM5K100X6WL5qvoXWvF6yJtuCEiIiIiIuIESr5EREREREScQMlXGeDu7s6ECRNwd3cv7lAkDzRfpY/mrHTRfJU+mrPSRfNVumi+ShZtuCEiIiIiIuIEWvkSERERERFxAiVfIiIiIiIiTqDkS0RERERExAmUfImIiIiIiDiBkq9SYurUqYSGhuLh4UFERARr1669Zv358+fToEEDPDw8aNq0KYsWLXJSpAL5m6/p06dz88034+/vj7+/P927d7/u/Erhy+/32EVz5szBMAwGDBhQtAFKNvmdr7i4OB5//HGqVauGu7s79erV0+eiE+V3vqZMmUL9+vXx9PQkJCSEp59+mtTUVCdFK3/88Qf9+vUjODgYwzBYuHDhdc9Zvnw54eHhuLu7U7duXWbOnFnkcUqW/M7Xt99+S48ePahatSq+vr5ERkbyyy+/OCdYUfJVGsydO5cxY8YwYcIE1q9fT/PmzenVqxcnT57Mtf6qVasYOnQoI0eOJCYmhgEDBjBgwAC2bNni5MjLp/zO1/Llyxk6dCjLli0jOjqakJAQevbsydGjR50cefmV3zm76MCBAzz77LPcfPPNTopUIP/zlZ6eTo8ePThw4AALFixg586dTJ8+nerVqzs58vIpv/M1e/ZsXnjhBSZMmMD27dv5/PPPmTt3Li+++KKTIy+/kpOTad68OVOnTs1T/f3799O3b1+6dOnChg0beOqppxg1apR+oHeS/M7XH3/8QY8ePVi0aBHr1q2jS5cu9OvXj5iYmCKOVAAwpcRr27at+fjjjzte22w2Mzg42Jw0aVKu9QcNGmT27ds3W1lERIT58MMPF2mckiW/83WlzMxM08fHx/zyyy+LKkS5QkHmLDMz02zfvr352WefmcOGDTP79+/vhEjFNPM/Xx9//LFZu3ZtMz093VkhymXyO1+PP/642bVr12xlY8aMMTt06FCkcUruAPO77767Zp1//etfZuPGjbOVDR482OzVq1cRRia5yct85aZRo0bmq6++WvgBSQ5a+Srh0tPTWbduHd27d3eUWSwWunfvTnR0dK7nREdHZ6sP0KtXr6vWl8JTkPm6UkpKChkZGVSqVKmowpTLFHTOXnvtNQICAhg5cqQzwpQLCjJfP/zwA5GRkTz++OMEBgbSpEkT3njjDWw2m7PCLrcKMl/t27dn3bp1jksT9+3bx6JFi+jTp49TYpb8088dpZvdbicxMVE/dziJS3EHINd2+vRpbDYbgYGB2coDAwPZsWNHrufExsbmWj82NrbI4pQsBZmvKz3//PMEBwfn+ItMikZB5mzFihV8/vnnbNiwwQkRyuUKMl/79u1j6dKl3HPPPSxatIg9e/bw2GOPkZGRwYQJE5wRdrlVkPm6++67OX36NB07dsQ0TTIzM3nkkUd02WEJdrWfOxISEjh//jyenp7FFJnkxTvvvENSUhKDBg0q7lDKBa18iZQgb775JnPmzOG7777Dw8OjuMORXCQmJnLfffcxffp0qlSpUtzhSB7Y7XYCAgL49NNPadWqFYMHD+all15i2rRpxR2a5GL58uW88cYb/Oc//2H9+vV8++23/PTTT0ycOLG4QxMpc2bPns2rr77KvHnzCAgIKO5wygWtfJVwVapUwWq1cuLEiWzlJ06cICgoKNdzgoKC8lVfCk9B5uuid955hzfffJPffvuNZs2aFWWYcpn8ztnevXs5cOAA/fr1c5TZ7XYAXFxc2LlzJ3Xq1CnaoMuxgnyPVatWDVdXV6xWq6OsYcOGxMbGkp6ejpubW5HGXJ4VZL7Gjx/Pfffdx6hRowBo2rQpycnJPPTQQ7z00ktYLPp345Lmaj93+Pr6atWrBJszZw6jRo1i/vz5utrGifQJVsK5ubnRqlUrlixZ4iiz2+0sWbKEyMjIXM+JjIzMVh8gKirqqvWl8BRkvgDeeustJk6cyOLFi2ndurUzQpUL8jtnDRo0YPPmzWzYsMHxddtttzl2+QoJCXFm+OVOQb7HOnTowJ49exxJMsCuXbuoVq2aEq8iVpD5SklJyZFgXUycTdMsumClwPRzR+nz9ddfM2LECL7++mv69u1b3OGUL8W944dc35w5c0x3d3dz5syZ5rZt28yHHnrI9PPzM2NjY03TNM377rvPfOGFFxz1V65cabq4uJjvvPOOuX37dnPChAmmq6uruXnz5uIaQrmS3/l68803TTc3N3PBggXm8ePHHV+JiYnFNYRyJ79zdiXtduhc+Z2vQ4cOmT4+Pubo0aPNnTt3mj/++KMZEBBgvv7668U1hHIlv/M1YcIE08fHx/z666/Nffv2mb/++qtZp04dc9CgQcU1hHInMTHRjImJMWNiYkzAfPfdd82YmBjz4MGDpmma5gsvvGDed999jvr79u0zvby8zOeee87cvn27OXXqVNNqtZqLFy8uriGUK/mdr1mzZpkuLi7m1KlTs/3cERcXV1xDKFeUfJUSH374oVmjRg3Tzc3NbNu2rbl69WrHsc6dO5vDhg3LVn/evHlmvXr1TDc3N7Nx48bmTz/95OSIy7f8zFfNmjVNIMfXhAkTnB94OZbf77HLKflyvvzO16pVq8yIiAjT3d3drF27tvnvf//bzMzMdHLU5Vd+5isjI8N85ZVXzDp16pgeHh5mSEiI+dhjj5nnzp1zfuDl1LJly3L9e+niPA0bNszs3LlzjnNatGhhurm5mbVr1zZnzJjh9LjLq/zOV+fOna9ZX4qWYZpawxcRERERESlquudLRERERETECZR8iYiIiIiIOIGSLxERERERESdQ8iUiIiIiIuIESr5EREREREScQMmXiIiIiIiIEyj5EhERERERcQIlXyIiIiIiIk6g5EtERMqV0NBQpkyZUtxhXNPnn39Oz54983XO6dOnCQgI4MiRI0UUlYiI3CglXyIiUir069eP3r1753rszz//xDAMNm3alO92DcNg4cKFNxhd4UlNTWX8+PFMmDABgCeeeIKGDRvmWvfQoUNYrVZ++OEHqlSpwv333+84T0RESh4lXyIiUiqMHDmSqKioXFd2ZsyYQevWrWnWrFkxRFa4FixYgK+vLx06dACyxr1jxw5WrVqVo+7MmTMJCAigT58+AIwYMYJZs2Zx9uxZp8YsIiJ5o+RLRERKhVtvvZWqVasyc+bMbOVJSUnMnz+fkSNHAvDNN9/QuHFj3N3dCQ0NZfLkyVdtMzQ0FIDbb78dwzAcr/fu3Uv//v0JDAzE29ubNm3a8Ntvv2U79/jx4/Tt2xdPT09q1arF7Nmzc1zSGBcXx6hRo6hatSq+vr507dqVjRs3XnOcc+bMoV+/fo7XLVq0IDw8nC+++CJbPdM0mTlzJsOGDcPFxQWAxo0bExwczHfffXfNPkREpHgo+RIRkVLBxcWF+++/n5kzZ2KapqN8/vz52Gw2hg4dyrp16xg0aBBDhgxh8+bNvPLKK4wfPz5HwnbRX3/9BWStnB0/ftzxOikpiT59+rBkyRJiYmLo3bs3/fr149ChQ45z77//fo4dO8by5cv55ptv+PTTTzl58mS29gcOHMjJkyf5+eefWbduHeHh4XTr1u2aK1MrVqygdevW2cpGjhzJvHnzSE5OdpQtX76c/fv388ADD2Sr27ZtW/78889rvJMiIlJclHyJiEip8cADD7B3715+//13R9mMGTO48847qVixIu+++y7dunVj/Pjx1KtXj+HDhzN69GjefvvtXNurWrUqAH5+fgQFBTleN2/enIcffpgmTZoQFhbGxIkTqVOnDj/88AMAO3bs4LfffmP69OlEREQQHh7OZ599xvnz5x1tr1ixgrVr1zJ//nxat25NWFgY77zzDn5+fixYsCDXeOLi4oiPjyc4ODhb+d13301GRgbz58/PNu6OHTtSr169bHWDg4M5ePBgXt9SERFxIiVfIiJSajRo0ID27ds7LsHbs2cPf/75p+OSw+3btzvulbqoQ4cO7N69G5vNlud+kpKSePbZZ2nYsCF+fn54e3uzfft2x8rXzp07cXFxITw83HFO3bp18ff3d7zeuHEjSUlJVK5cGW9vb8fX/v372bt3b679XkzePDw8spX7+flxxx13OMadkJDAN9984xj35Tw9PUlJScnzWEVExHlcijsAERGR/Bg5ciRPPPEEU6dOZcaMGdSpU4fOnTsXah/PPvssUVFRvPPOO9StWxdPT0/uuusu0tPT89xGUlIS1apVY/ny5TmO+fn55XpO5cqVMQyDc+fO5Tg2cuRIunXrxp49e1i2bBlWq5WBAwfmqHf27FnHCp6IiJQsWvkSEZFSZdCgQVgsFmbPns1XX33FAw88gGEYADRs2JCVK1dmq79y5Urq1auH1WrNtT1XV9ccq2IrV65k+PDh3H777TRt2pSgoCAOHDjgOF6/fn0yMzOJiYlxlO3Zsydb0hQeHk5sbCwuLi7UrVs321eVKlVyjcXNzY1GjRqxbdu2HMe6dOlCrVq1mDFjBjNmzGDIkCFUqFAhR70tW7bQsmXLXNsXEZHipeRLRERKFW9vbwYPHszYsWM5fvw4w4cPdxx75plnWLJkCRMnTmTXrl18+eWXfPTRRzz77LNXbS80NJQlS5YQGxvrSJ7CwsL49ttv2bBhAxs3buTuu+/Gbrc7zmnQoAHdu3fnoYceYu3atcTExPDQQw/h6enpSAS7d+9OZGQkAwYM4Ndff+XAgQOsWrWKl156ib///vuq8fTq1YsVK1bkKDcMgwceeICPP/6Y6OjoXC85TElJYd26dfl+QLOIiDiHki8RESl1Ro4cyblz5+jVq1e2zSnCw8OZN28ec+bMoUmTJrz88su89tpr2RK0K02ePJmoqChCQkIcK0bvvvsu/v7+tG/fnn79+tGrV69s93cBfPXVVwQGBtKpUyduv/12HnzwQXx8fBz3axmGwaJFi+jUqRMjRoygXr16DBkyhIMHDxIYGHjNsS1atIj4+Pgcx4YPH058fDyNGzcmIiIix/Hvv/+eGjVqcPPNN1/z/RMRkeJhmJfv1ysiIiIFcuTIEUJCQvjtt9/o1q3bDbU1cOBAwsPDGTt2bL7Oa9euHf/85z+5++67b6h/EREpGlr5EhERKYClS5fyww8/sH//flatWsWQIUMIDQ2lU6dON9z222+/jbe3d77OOX36NHfccQdDhw694f5FRKRoaOVLRESkAH755ReeeeYZ9u3bh4+PD+3bt2fKlCnUrFmzuEMTEZESSsmXiIiIiIiIE+iyQxERERERESdQ8iUiIiIiIuIESr5EREREREScQMmXiIiIiIiIEyj5EhERERERcQIlXyIiIiIiIk6g5EtERERERMQJlHyJiIiIiIg4wf8HVlbqdiNGk0QAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 5))\n", + "ax.plot(voltage, current, marker=\"o\", linestyle=\"-\")\n", + "ax.plot(voltage, current_cst, marker=\"*\", linestyle=\"-\")\n", + "ax.plot(voltage, current_iso, marker=\"*\", linestyle=\"-\")\n", + "\n", + "ax.set_xlabel(\"Voltage (V)\")\n", + "ax.set_ylabel(\"Current (A)\")\n", + "ax.set_title(\"Current-Voltage (IV) Curve\")\n", + "ax.legend(\n", + " [\"Non-isothermal - Effective DOS\", \"Non-isothermal - Constant DOS\", \"Isothermal - isothermal\"]\n", + ")\n", + "ax.grid(True, which=\"both\", ls=\"-\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f820f699-54de-4c4d-9050-8dd4ce642751", + "metadata": {}, + "source": [ + "The results clearly show that incorporating more detailed physical models (thermal effects and temperature-dependent DOS) predicts different currents for the same applied voltage.\n", + "\n", + "- **Isothermal**: This curve serves as a baseline result, as the simulation model does not account for self-heating effects.\n", + "- **Constant DOS**: The curve shows a lower current than the baseline at higher voltages. This is the expected effect of self-heating: as the device gets hotter, carrier mobility decreases, which in turn reduces conductivity and limits the current flow. However, this model still uses a simplified, constant DOS.\n", + "- **Effective DOS**: The curve predicts the highest current of the three models. This model, while accounting for the negative effects of self-heating on mobility, also correctly models the strong increase in the intrinsic carrier concentration ($n_i$) at elevated temperatures.\n" + ] + } + ], + "metadata": { + "applications": [ + "Nanophotonics" + ], + "description": "This notebook focuses on the forward-bias PIN phase shifter, which is the active component of the Mach-Zehnder modulator.", + "feature_image": "./img/pin_phase_shifter.png", + "features": [ + "Heat", + "Charge" + ], + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "modulator, charge solver, pin-junction, Nanophotonics, Tidy3D", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + }, + "title": "Forward-bias PIN phase shifter with thermal analysis" + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/img/local_refinement.png b/img/local_refinement.png new file mode 100644 index 0000000000000000000000000000000000000000..dcbfcf7e688a54078bd6c67ddc5f7cff60b0e6b5 GIT binary patch literal 80072 zcmeFZg;!MF`v(dtphy^$qy^GQ3?U5?N_Tg6!_bHV(jw9&Awzekba#g|j5Nd0c{lp? z{oQr{hRb5H&RWdk?6db1pLh;|veIJMn8cVUC@9$P#NW!JprD0Sb&_ z?U4~oNj|7&eIkOI;x$AN(8-lkY3fHZB`}zZ@0_SK&r}2uHL@ti;cU z+SfK#QtDLmEiv7%Nd9%9bVZ)+t)NK0$=1MFx4Jcthp_l!fZ{+Ko^~WD{`AVv$jZ9< z0@=uqe)Kp^onb>clF_LDIjKXK=#yHm&M+~2+C|N2a4b=R;?qh{w`^r~>&)f?7E3CS}p zV{26kftdZ?lUz-S=!5mSxt`;&+Vq38r&)Yh?iexye1m0)M6}OoV6P-MEP@b@Xc>=Z zD_}OZ?my?>edAz0dm{5#KHiY%{^8q0OtMYsB!aUBtctyk+FKbbWlF!?DAQ`_}Qk+iZ=$j>oXQFQu*{x+NV)eqmxKTI_z|bQhtPp^WO) z8=7y)zc4Nd6V`$|D7M?S?E|xYP%d;ZkU0Wp0@(DF%sHYNC`fe@h@7&W7f)G7sW);* zi-FR?jqJnKv2lI!YRZM1-S0Eey}NtgY0+8`7Q1Er44f$~7!@DYqOqr4*}gb`L=R)# zNO%9S+LllYC)+akOpraz9&1&;Z7pl9XeFD__pM$@ewpV@CDpJ*;jOR1Axf{Tqf6?y 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13:06:15 -0500 Subject: [PATCH 13/17] Alec/photothermal (#393) * added notebook --- PhotoThermalWaveguides.ipynb | 2195 ++++++++++++++++++++++++++++++ docs/case_studies/pic_active.rst | 1 + img/photothermal_waveguide.png | Bin 0 -> 185976 bytes 3 files changed, 2196 insertions(+) create mode 100644 PhotoThermalWaveguides.ipynb create mode 100644 img/photothermal_waveguide.png diff --git a/PhotoThermalWaveguides.ipynb b/PhotoThermalWaveguides.ipynb new file mode 100644 index 00000000..c2b96123 --- /dev/null +++ b/PhotoThermalWaveguides.ipynb @@ -0,0 +1,2195 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Photo-thermal optical control in silicon waveguides\n", + "\n", + "This example demonstrates the usage of the Tidy3D to calculate absorbed optical power, its resultant heating, and the corresponding optical heat perturbation on the silicon-on-insulator (SOI) platform.\n", + "

\n", + "Our setup is based on [All-optic control using a photo-thermal heater in Si photonics](https://opg.optica.org/oe/fulltext.cfm?uri=oe-30-23-41874) by L. Li, T. Tamanuki, and T. Baba. We build two parallel silicon rib waveguides separated by a gap of varying length. One waveguide (the \"control\" waveguide) has a triangular-shaped heavily doped region. This waveguide then absorbs an optical \"control\" signal, and the absorbed optical power heats both waveguides. The second waveguide (the \"signal\" waveguide) then has its refractive index perturbed by the change in temperature, and we analyze the resulting phase change of a signal sent through this waveguide.\n", + "

\n", + "This analysis is done for three gap lengths: 0.5 μm, 1.0 μm, and 1.5 μm. We first create the perturbation mediums with Tidy3D heat and charge perturbations in order to capture the properties of doped silicon. We then record the absorbed power and permittivity of the control waveguide, plot the resulting temperature change along the propagation (z) direction and along the y direction, and finally plot the heat-perturbed refractive index along z as well as the signal waveguide's phase change.\n", + "

\n", + "Thus our workflow will be: Control optical simulation $\\rightarrow$ Heat simulation $\\rightarrow$ Signal optical simulation\n", + "\n", + "
\"Illustration
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tidy3d as td\n", + "import tidy3d.web as web" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First we describe some parameters that will remain constant throughout our simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "wvl0 = 1.55\n", + "freq0 = td.C_0 / wvl0\n", + "\n", + "length = 30\n", + "wg_width = 0.45\n", + "wg_height = 0.11\n", + "slab_height = 0.11" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Perturbation Medium Setup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Because perturbing loss can result in numerical instabilities in our simulations, Tidy3D adds a warning about this when we define perturbation mediums. Since our perturbations will be small enough for stability, we will turn off Tidy3D warnings with the following command." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "td.config.logging_level = \"ERROR\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we define the [`MultiPhysicsMediums`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.components.material.multi_physics.MultiPhysicsMedium.html#tidy3d.components.material.multi_physics.MultiPhysicsMedium) of our simulation. To capture the absorption of doped silicon, we will perturb our silicon according to Tidy3D's charge perturbation. Here we will use the [`Nedeljkovic-Soref-Mashanovich`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.NedeljkovicSorefMashanovich.html) model with Li et. al.'s doping concentration." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "ref_temp = 300\n", + "doping_concentration = 2.273e20\n", + "Si_heat_coeff = 0.00018\n", + "\n", + "NSM = td.NedeljkovicSorefMashanovich(ref_freq=freq0)\n", + "\n", + "# for maximum generality, we include charge in our index perturbations\n", + "Si = td.MultiPhysicsMedium(\n", + " name=\"Si\",\n", + " optical=td.PerturbationMedium.from_nk(\n", + " n=3.5,\n", + " k=0,\n", + " freq=freq0,\n", + " perturbation_spec=td.IndexPerturbation(\n", + " delta_n=td.ParameterPerturbation(\n", + " heat=td.LinearHeatPerturbation(temperature_ref=ref_temp, coeff=Si_heat_coeff),\n", + " charge=NSM.delta_n().charge,\n", + " ),\n", + " delta_k=td.ParameterPerturbation(charge=NSM.delta_k().charge),\n", + " freq=freq0,\n", + " ),\n", + " ),\n", + " heat=td.SolidSpec(\n", + " conductivity=148e-6, # W / (um * K)\n", + " capacity=0.711, # J / (kg * K)\n", + " ),\n", + ")\n", + "\n", + "Si_doped = td.MultiPhysicsMedium(\n", + " name=\"Si doped\",\n", + " optical=td.PerturbationMedium.from_nk(\n", + " n=3.5 + NSM.delta_n().charge.sample(doping_concentration, 0),\n", + " k=0 + NSM.delta_k().charge.sample(doping_concentration, 0),\n", + " freq=freq0,\n", + " perturbation_spec=Si.optical.perturbation_spec,\n", + " ),\n", + " heat=Si.heat,\n", + ")\n", + "\n", + "SiO2 = td.MultiPhysicsMedium(\n", + " name=\"SiO2\",\n", + " optical=td.PerturbationMedium(\n", + " permittivity=1.44**2,\n", + " perturbation_spec=td.IndexPerturbation(\n", + " delta_n=td.ParameterPerturbation(\n", + " heat=td.LinearHeatPerturbation(temperature_ref=ref_temp, coeff=0.000012)\n", + " ),\n", + " freq=freq0,\n", + " ),\n", + " ),\n", + " heat=td.SolidSpec(\n", + " conductivity=1.38e-6, # W / (um * K)\n", + " capacity=709, # J / (kg * K)\n", + " ),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## First Optical Simulation\n", + "\n", + "Here we create a function that takes in a gap length and returns a Tidy3D simulation with the corresponding two-waveguide structure. The simulations returned will be our first optical simulations - that is, a simulation where we launch a TE mode and record the field and permittivity along the control waveguide, as this will be used to compute the absorbed power. We also add a field monitor along the propagation direction to visualize the optical power being absorbed along the waveguide." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def make_sim(gap):\n", + " z_min, z_max = -length / 2.0, length / 2.0\n", + " sim_buffer = 4\n", + "\n", + " # Waveguides (above slab) in y; separated in x\n", + " wg_signal_x_min, wg_signal_x_max = gap / 2.0, gap / 2.0 + wg_width\n", + " wg_control_x_min, wg_control_x_max = -gap / 2.0 - wg_width, -gap / 2.0\n", + "\n", + " wg_signal_box = td.Box.from_bounds(\n", + " rmin=(wg_signal_x_min, 0.0, -td.inf), rmax=(wg_signal_x_max, wg_height, td.inf)\n", + " )\n", + " wg_control_box = td.Box.from_bounds(\n", + " rmin=(wg_control_x_min, 0.0, -td.inf), rmax=(wg_control_x_max, wg_height, td.inf)\n", + " )\n", + "\n", + " # Slab (below guides)\n", + " slab_y_min, slab_y_max = -slab_height, 0.0\n", + " slab_x_min = wg_control_x_min\n", + " slab_x_max = wg_signal_x_max + 0.5\n", + " slab_box = td.Box.from_bounds(\n", + " rmin=(slab_x_min, slab_y_min, -td.inf), rmax=(slab_x_max, slab_y_max, td.inf)\n", + " )\n", + "\n", + " # Triangular prism: hypotenuse aligned with z (length) direction\n", + " tri_vertices = [(wg_control_x_min, z_max), (wg_control_x_min, z_min), (wg_control_x_max, z_min)]\n", + " tri_geom = td.PolySlab(vertices=tri_vertices, axis=1, slab_bounds=(0.0, wg_height))\n", + "\n", + " slab = td.Structure(geometry=slab_box, medium=Si, name=\"slab\")\n", + " wg_signal = td.Structure(geometry=wg_signal_box, medium=Si, name=\"wg_signal\")\n", + " wg_control = td.Structure(geometry=wg_control_box, medium=Si, name=\"wg_control\")\n", + " tri = td.Structure(geometry=tri_geom, medium=Si_doped, name=\"doped triangle\")\n", + "\n", + " slab_width = slab_x_max - slab_x_min\n", + " margin_x = max(0.5 * wvl0 + 0.1, 0.5)\n", + "\n", + " sim_center = (0.5 * (slab_x_max + slab_x_min), 0.5 * (wg_height + slab_y_min), 0.0)\n", + " sim_size = (slab_width + 2 * margin_x, wvl0 + (wg_height - slab_y_min), length + sim_buffer)\n", + "\n", + " tri_min, tri_max = tri.geometry.bounds\n", + " tri_center = tuple(0.5 * (a + b) for a, b in zip(tri_min, tri_max))\n", + " tri_size = tuple(a - b for a, b in zip(tri_max, tri_min))\n", + "\n", + " tri_monitor = td.FieldMonitor(\n", + " center=tri_center,\n", + " size=tri_size,\n", + " fields=[\"Ex\", \"Ey\", \"Ez\", \"Hx\", \"Hy\", \"Hz\"],\n", + " freqs=[freq0],\n", + " name=\"field\",\n", + " )\n", + "\n", + " perm_monitor = td.PermittivityMonitor(\n", + " center=tri_center, size=tri_size, freqs=[freq0], name=\"tri_permittivity\"\n", + " )\n", + "\n", + " plane_monitor = td.FieldMonitor(\n", + " center=(sim_center[0], wg_height / 2, sim_center[2]),\n", + " size=(sim_size[0], 0, sim_size[2]),\n", + " fields=[\"Ex\", \"Ey\", \"Ez\", \"Hx\", \"Hy\", \"Hz\"],\n", + " freqs=[freq0],\n", + " name=\"midplane_field\",\n", + " )\n", + "\n", + " clearance = min(0.05, 0.25 * gap) if gap > 0 else 0.01\n", + " clearance = max(clearance, 1e-3)\n", + " buffer_x = max(0.2, 0.5 * wg_width)\n", + " buffer_y = max(0.1, 0.2 * wg_height)\n", + " extra_x = max(0.3, 0.5 * wg_width)\n", + " extra_y = max(0.5, 1.5 * wg_height)\n", + "\n", + " source_x_min = wg_control_x_min - (buffer_x + extra_x)\n", + " source_x_max = wg_signal_x_min - clearance\n", + " if source_x_max <= source_x_min:\n", + " mid = 0.5 * (wg_control_x_max + wg_signal_x_min)\n", + " source_x_min = min(wg_control_x_min - (0.1 * wg_width + extra_x), mid - 0.05)\n", + " source_x_max = max(mid, wg_signal_x_min - 1e-3)\n", + "\n", + " source_y_min = -buffer_y - extra_y\n", + " source_y_max = wg_height + buffer_y + extra_y\n", + "\n", + " mode_center = (\n", + " 0.5 * (source_x_min + source_x_max),\n", + " 0.5 * (source_y_min + source_y_max),\n", + " z_max + 0.1,\n", + " )\n", + " mode_size = (source_x_max - source_x_min, source_y_max - source_y_min, 0.0)\n", + "\n", + " mode_source = td.ModeSource(\n", + " center=mode_center,\n", + " size=mode_size,\n", + " direction=\"-\",\n", + " source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n", + " mode_spec=td.ModeSpec(num_modes=1),\n", + " )\n", + "\n", + " simulation = td.Simulation(\n", + " center=sim_center,\n", + " size=sim_size,\n", + " structures=[slab, wg_signal, wg_control, tri],\n", + " sources=[mode_source],\n", + " monitors=[tri_monitor, perm_monitor, plane_monitor],\n", + " grid_spec=td.GridSpec.auto(min_steps_per_wvl=20, wavelength=wvl0),\n", + " medium=SiO2.optical,\n", + " run_time=5e-13,\n", + " )\n", + "\n", + " return simulation" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "sim_0p5 = make_sim(0.5)\n", + "sim_1p0 = make_sim(1.0)\n", + "sim_1p5 = make_sim(1.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We visualize a constructed simulation to ensure the setup is correct." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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xC2zZsgX3339/t2337t0bW0lwwoQJsFqtmDt3brezizr/+7xeL5qbm1O2STjyyCPRs2dPLFmyJOHf8NJLL2Hjxo2xv0++RIGocxtDoRAWL17cbVuv15v15Xznn38+mpqacOmll6KtrS3pini5zCk1duxY9OjRA/fdd1/Cc913333weDwJf5/GxkZ8/vnnCXOS/fznP0c0GsVf//rX2G3BYBAPP/wwRo4cGTsDrqKiAieffDLWrl2bML/Wxo0bsXbtWvzsZz9L++/fZ5990K9fv6TvEaCjKNjZSy+9hPb2dlUu9+tq/fr1qKqqwqGHHqr6cxMRERERURwv3yPSwW233YZXXnkFY8aMwbRp0zBkyBBs27YNzzzzDNasWRObSDyZ+vp6zJo1C3PmzMGJJ56I008/HV988QUWL16Mo446Kla8eP3113HllVdi4sSJOOiggxCJRPDYY4/BZrPh7LPPBgDMnTsXb775Jk455RT0798fO3fuxOLFi7Hvvvti9OjRKdug5HHnn38+/va3v+Gyyy7DqlWr8JOf/ATRaBSff/45/va3v+Hll1/GkUceiQMOOAA33ngjbr31Vhx77LE466yz4HK58P7776Nv3764/fbbAQAjRozAfffdh3nz5uGAAw5Az549Y5Omd+ZwOHDHHXdgypQpGDNmDCZNmoQdO3bgnnvuwYABA3Dttdfm2m0JjjnmGNTU1OCCCy7A1VdfDYvFgsceeyxpUWTEiBFYtmwZZsyYgaOOOgrl5eU47bTT0j7/EUccgaFDh8YmjP/Rj37UbZtc55S69dZbccUVV2DixIloaGjAW2+9hccffxy///3v0aNHj9i2ixYtwpw5c7Bq1Socd9xxADomCZ84cSJmzZqFnTt34oADDsAjjzyCb7/9Fg8++GDCa912221YuXIlxo4di6uvvhoA8Kc//Qk9evTADTfckLGtZ5xxBp577jnIstztbLONGzfi5JNPxumnn46tW7finnvuQVVVFdauXYunnnoKkyZNyvpvk8qrr76K0047jXNKERERERFpzYgl/4hK0ebNm+XJkyfL9fX1ssvlkvfff3/5iiuukIPBoCzL8eXs33///aSPX7RokTx48GDZ4XDIvXr1kqdPny43NTXF7v/mm2/kiy66SB40aJDsdrvlHj16yMcff7z82muvxbZZuXKlfMYZZ8h9+/aVnU6n3LdvX3nSpEnyf//737RtV/q4UCgk33HHHfKhhx4qu1wuuaamRh4xYoQ8Z84cuaWlJWHbhx56SD7iiCNi240ZM0Z+9dVXY/dv375dPuWUU+SKigoZgDxmzBhZlmV51apVMgB51apVCc+3bNmy2PP16NFD/tWvfiX/8MMPCdtccMEFstfr7fbvu/nmm2UlH4dvv/22/OMf/1guKyuT+/btK8+cOVN++eWXu7Wnra1N/uUvfylXV1fLAOT+/ftnfG5ZluU777xTBiDfdtttirbPxl//+lf54IMPlp1Opzxo0CB5wYIFsiRJCduIv0PXv+3evXvl6667Tu7du7fscrnko446Sl6xYkXS11m/fr08fvx42ev1yhUVFfIZZ5yRcf8SPvzwQxmA/NZbbyXcDkCeMWOGPHHiRLmsrEzu06ePvGjRInnJkiWyx+ORL7nkElmWU7+HxL9r165dCbcn2x82btwoA0h43xARERERkTYssqzBtQ9ERJS1e+65B9deey2+/fbbbivIlYpx48ahb9++eOyxx2K3WSwW3Hzzzbjllls0f/1rrrkGb775JtavX88zpYiIiIiINMY5pYiITECWZTz44IMYM2ZMyRakgI5LAJctW4bNmzfr/to+nw8PPPAA5s2bx4IUEREREZEOOKcUEZGBAoEA/vGPf2DVqlX4+OOP8fzzzxvdJEONHDkSoVDIkNeura1FW1ubIa9NRERERFSKWJQiIjLQrl278Mtf/hLV1dW44YYbcPrppxvdJCIiIiIiIl1wTikiIiIiIiIiItId55QiIiIiIiIiIiLdsShFRERERERUZFavXg2LxYLVq1cb3RRS2XvvvQen02nYwjBerxcvvvii7q9NxYlzSqlIkiRs3boVFRUVXLmJiIioSMmyjNbWVvTt2xdWK7/fIyJjLV68GB6PBxdeeKHRTcnak08+iZ07d+Kaa64xuimQJAl//OMfcd9992Hbtm046KCDMGvWLEyaNCnjY1euXIknnngCa9aswQ8//IDevXtj7NixuPXWW9GnT5+EbY877ji88cYb3Z6joaEBK1asUNTWG2+8EZMmTUL//v2V/eNUVFtbi0suuQS/+93vcPLJJ+v++lR8OKeUin744Qf8+c9/ht2efa3PZrMl/B6NRtVqlmJWqzWhmCZJEnLdPWRZRlNTU9aPt1gscLlcsd8jkQgikUhObciH0+mMHWhIkmTIamB2uz1hXwoGgzn3R67YH3Hsjzj2R4dS6w+LxYKampqkX7qoOX7kymKxJBSIZFmGJEmavd5tt92G77//Hvvuu69mr0FEpMTQoUNRV1fX7YwoMSZ0HifM5tRTT8Unn3yCb7/91uimYNasWfjDH/6AqVOn4qijjsLzzz+PF154AU899RTOPffctI898sgjsXv3bkycOBEHHnggvvnmGyxatAgejwcbNmxA7969Y9sed9xx+Prrr3H77bcnPEffvn0xduzYjO3csGEDjjjiCKxduxajRo3K7R+bp40bN+KQQw7BypUrFbWZKB2eKaWiiooK2O12lJWVZf3BH41GY+HZarXC7XZr0cS0ZFlOOKDKrQ0yIMuQZRn79ukJa5dimxJtgb0IhzvaUV1VASNOOgtHomhr2wMAKC/3wGHP/t+RL1kGmltaAQAOhx3l3rJu22zZ3ap5OyxSFJb/HVxKVjugQn/s06Miq+3N3h969IOgZn9k2w+C2ftDT6X0eSVFo2hqae0oPlkSxzh1xo/8hcPh2P/b7XbNzloW43VFRW7vISJSXyAQgNfrNboZpmLUMUUh2rJlC+6++25cccUVWLRoEQDgkksuwZgxY/B///d/mDhxYreTCDqbP38+Ro8enXAMeOKJJ2LMmDFYtGgR5s2bl7B9VVUVzjvvvJza+vDDD2O//fbDj3/845wer4YhQ4Zg6NChWLp0KYtSlDdzlswLlMVigSzLsFqtWf0ASHic+HY52+fJ58disUCSpNg3zeL3rJ7HYoHVYoE4KpPlKCxyJKufaCQIuw0o9zjhcdsRDrUDWT5Hvj9yNAwpEoK3zAFvmQNSJAQ5Gta1DZAjCIfa4XHbUe5xwm4DopFgt+3sVlnbH4sEmxWw2iyw2iywW6KwW6W8n7fY+kPzftCoP4r9/aH1T6l9XslytOPz/X+f9aqOHyr8JGuDpVM71f4R4z4RqW/Lli24+OKL0bdvX7hcLgwcOBDTp0+PnQm6dOlSWCwWvPHGG7j88svRs2fPhLMWFy9ejEMPPRQulwt9+/bFFVdcgebm5oTX+PLLL3H22Wejd+/ecLvd2HfffXHuueeipaUlts2rr76K0aNHo7q6GuXl5Tj44INxww03ZGy/kscFg0HcfPPNOOCAA+ByudCvXz/MnDkTwWCw2/M9/vjjOProo+HxeFBTU4Of/vSneOWVVwAAAwYMwKeffoo33ngDFosFFosFxx13HIDUc0o988wzGDFiBMrKylBXV4fzzjsPW7ZsSdjmwgsvRHl5ObZs2YIJEyagvLwc9fX1uO666xRd0fH888/jlFNOifXhoEGDcOuttyY89rjjjsMLL7yAzZs3x9o+YMCAlM954YUXxrbr+nPLLbdkbFOm9obDYVx++eWx2ywWC6ZPn44ffvgB77zzTtrH//SnP+12UsJPf/pT9OjRAxs3bkz6mEgkgra2tqzbunz5cowdO7bbGJTq7zBgwICESzvF+2fNmjW4+uqrUV9fj+rqalx66aUIhUJobm7G5MmTUVNTg5qaGsycOTPp2c8/+9nP8M9//lP3M6Op+PBMKZU1Nzejf//+ir+VCIfDaGpqQllZGWpqagAATU1NiEQiqKmpgcPh0LK5AOKX2nV+zUAggLa2NpSXlyv/1kmWATmEcDiCYPtenDxmKKoqPNo2vsQtfm2D0U3IycTxhxvdBFWxH6gUtLTuwYtvfg6XywGH0wP874sYVcaPPHV9TTG22u32lJcc5qO9vV3V5yOiuK1bt+Loo49Gc3Mzpk2bhsGDB2PLli149tlnsWfPHjidzti2l19+Oerr6zF79mwEAgEAwC233II5c+Zg/PjxmD59Or744gvcd999eP/99/H222/D4XAgFAqhoaEBwWAQV111FXr37o0tW7bgX//6F5qbm1FVVYVPP/0Up556KoYPH465c+fC5XLhq6++wttvv522/UoeJ0kSTj/9dKxZswbTpk3DkCFD8PHHH2PBggX473//i+XLl8e2nTNnDm655RYcc8wxmDt3LpxOJ9atW4fXX38dJ5xwAhYuXIirrroK5eXluPHGGwEAvXr1Stm+pUuXYsqUKTjqqKNw++23Y8eOHbjnnnvw9ttv46OPPkJ1dXVs22g0ioaGBowcORJ//OMf8dprr+Huu+/GoEGDMH369LR/h6VLl6K8vBwzZsxAeXk5Xn/9dcyePRt+vx933XUXgI55kVpaWvDDDz9gwYIFAIDy8vKUz3nppZdi/PjxCbetWLECTzzxBHr27Bm7rbGxMW3bhIqKithl+B999BG8Xi+GDBmSsM3RRx8du3/06NGKnldoa2tDW1sb6urqut333//+F16vF6FQCL169cLUqVMxe/bsjMd+W7ZswXfffYcf/ehHWbUlGbHvz5kzB++++y7++te/orq6GmvXrsV+++2H2267DS+++CLuuusuDB06FJMnT054/IgRI7BgwQJ8+umnGDp0aN7todLFopTKJEmC3W5PGDBTCYVCaGlpgcvlQm1tbay63rNnT/h8PrS0tKCurk7Rc+XTXp/PB0mS0LNnz9hrOZ1O2O12+P1+2O12ZZcoyDIgdVTKo2Erqio86NGzf7fLPEg9AfsPRjchJz16DTS6CapiP1BRkyUg2BHw7XYbHI6OMU6SZfXGjzy0trZiz549qK6ujr2W0+mEw+FAY2Mj/H5/whirBiPmDiMqFbNmzcL27duxbt06HHnkkbHb586d2+2MjB49emDlypWxy6p27dqF22+/HSeccAJeeuml2Pt+8ODBuPLKK/H4449jypQp+Oyzz7Bp0yY888wz+PnPfx57vtmzZ8f+/9VXX0UoFMJLL72UtKiQipLHPfnkk3jttdfwxhtvJBQ6hg4dissuuwxr167FMcccg6+++gpz587FmWeeiWeffbbbvHkAMGHCBNx0002xM57SCYfDuP766zF06FC8+eabsS/RR48ejVNPPRULFizAnDlzYtu3t7fjnHPOwe9+9zsAwGWXXYYf/ehHePDBBzMWpZ588kmUlcUvrb/ssstw2WWXYfHixZg3bx5cLhd+9rOfYZ999kFTU5OiS9lGjRqVMIfSV199hSuvvBI/+9nPcOmll8Zur6+vz/hcQMdlcOIMom3btqFXr17dvsQQk5Rv3bpV0XN2tnDhQoRCIZxzzjkJtw8aNAjHH388hg0bhkAggGeffRbz5s3Df//7Xyxbtiztc37++ecAgIED889wvXr1wosvvgiLxYLLL78cX331Fe666y5ceumluO+++wAA06ZNw4ABA/DQQw91K0rtv//+AIDPPvuMRSnKC4tSBgmFQmhsbITD4egWlq1WK2pra+Hz+dDY2KhZYUoUpMLhcNLXEOHe7/cn/J4Vi5VFKQ3JhXoFbpHtE+wHKjWSJMG3e7e244cCra2t8Pv9qKys7PYaTqcTdXV1aGxshM/nU70wRUTqkyQJy5cvx2mnnZZQkBK6FgymTp2aMM/Pa6+9hlAohGuuuSbh/T516lTccMMNeOGFFzBlyhRUVVUBAF5++WWcfPLJ8Hi6n9kvzhh6/vnnMWXKFMWfH0oe98wzz2DIkCEYPHhwwlk9Ym6eVatW4ZhjjsHy5cshSRJmz57d7XlyOQP0gw8+wM6dO3HLLbckXNVxyimnYPDgwXjhhRcSilJARzGps2OPPRaPPfZYxtfqXJBqbW1FMBjEsccei7/85S/4/PPPcdhhh2Xd/s4CgQDOPPNM1NTU4KmnnkrYD1599VVFz3HooYfG/n/v3r0Ji5cI4u+0d+/erNr35ptvYs6cOfjFL37Rbc6lBx98MOH3888/H9OmTcP999+Pa6+9Nu1cUT6fDwBiV9jk4+KLL07Yj0aOHIl33nkHF198cew2m82GI488EuvXr+/2eNEGpWemEaXCopQB0hWkBK0LU5kKUoJeBxZERFQYZElOW5AStB4/0hWkBBamiArLrl274Pf7FZ910fVskc2bNwMADj744ITbnU4n9t9//9j9AwcOxIwZMzB//nw88cQTOPbYY3H66afjvPPOixWszjnnHDzwwAO45JJL8Nvf/hbjxo3DWWedhZ///OdpP0eUPO7LL7/Exo0bU57Rs3PnTgDA119/DavVikMOOUTR3yOTVH8foONssjVr1iTc5na7u7WxpqYGTU1NGV/r008/xU033YTXX389Ng4IneftytXUqVPx9ddfY+3ataitrU24r+slfkqUlZUlnc9LXK7duciWyeeff44zzzwTQ4cOxQMPPKDoMb/5zW9w//3347XXXlM0gbka8zjtt99+Cb+Lfb9fv37dbk/W56INnF+R8sWilM6UFKQErQpTSgtSAgtTREQE/G8OwpZWSLLF0PFDSUFKYGGKqHhlUyjo6u6778aFF16I559/Hq+88gquvvpq3H777Xj33Xex7777oqysDG+++SZWrVqFF154AStWrMCyZcswduxYvPLKKylXYlPyOEmSMGzYMMyfPz/pc3QtChgl3Wpz6TQ3N2PMmDGorKzE3LlzMWjQILjdbnz44Ye4/vrrYyuY5uqee+7BU089hccffxyHH354t/u3b9+u6Hmqqqpi+1CfPn2watUqyLKcUGTZtm0bAKBv376KnvP777/HCSecgKqqKrz44ouKxz3R57t37067nSjAKSkMCqkKWKn6N9ntyZ5DtCGby1uJkmEq01E2BSlBFKbE3Bhi1ZFcZVuQEioqKlBZWQm/34/W1ta82kDGkWUZe8N7s/oJRvLb54ioeITCEUQiUdTV1ho2fmRTkBJEYSocDsfmwcoH55Qi0kZ9fT0qKyvxySef5PT4/v37AwC++OKLhNtDoRA2bdoUu18YNmwYbrrpJrz55pt46623sGXLFixZsiR2v9Vqxbhx4zB//nx89tln+P3vf4/XX38dq1atStuOTI8bNGgQdu/ejXHjxmH8+PHdfsSZTIMGDYIkSfjss8/Svp7SM1VS/X3EbV3/PrlavXo1fD4fli5dil//+tc49dRTMX78+KSXnGV7ls1bb72F6667Dtdccw1+9atfJd2mT58+in46z990+OGHY8+ePd1Wylu3bl3s/kx8Ph9OOOEEBINBvPzyy7H5qJT45ptvAGSeD2vw4MEAgE2bNiW9P9k4K868U5toQ9fJ4YmyxTOldJJLQUpQ64ypXAtSAs+YKnyf7Poc72z5IKtTfu1WO84afApq3FUatoyICoEsSaiprjBs/MilICWodcaUWKSEiNRntVoxYcIEPP744/jggw+6zSvV9SyWrsaPHw+n04k//elPOPHEE2PbPvjgg2hpacEpp5wCoOOzyOPxwG6PHwoNGzYMVqs1dgnX7t270aNHj4TnF4WJZJd5CUoe94tf/AIvvvgi7r//fkybNi1h271790KSJHi9XkyYMAHXX3895s6dm3Sic/Hv83q9aG5uTtkm4cgjj0TPnj2xZMkSXHTRRbE5lF566SVs3LgxYaL3fIgzbTrnzVAohMWLF3fb1uv1Kv5M3bZtG37xi19g9OjRsRX8ksllTqkzzjgD1157LRYvXoxFixbF2r9kyRLss88+OOaYYxLa0dLSgkGDBsVWywsEAjj55JOxZcsWrFq1CgceeGDS1/T7/XC5XAnzV8myjHnz5gEAGhoa0rZ5n332Qb9+/fDBBx8kvX/16tUJv7/00ktob29X5XK/rtavX4+qqqqEvyNRLliU0kE+BSkh38JUvgUpgYWpwlbjrkZEisICwG7NfEp2eyQEt92Fcoc+y7oTkbk5nQ44HLlFh3zHj3wKUkK+hSkxnud6SQsRZXbbbbfhlVdewZgxYzBt2jQMGTIE27ZtwzPPPIM1a9bEJhJPpr6+HrNmzcKcOXNw4okn4vTTT8cXX3yBxYsX46ijjoqt8Pb666/jyiuvxMSJE3HQQQchEongscceg81mw9lnnw2gY7W/N998E6eccgr69++PnTt3YvHixdh3330TVszrSsnjzj//fPztb3/DZZddhlWrVuEnP/kJotEoPv/8c/ztb3/Dyy+/jCOPPBIHHHAAbrzxRtx666049thjcdZZZ8HlcuH9999H3759cfvttwMARowYgfvuuw/z5s3DAQccgJ49e3abXBsAHA4H7rjjDkyZMgVjxozBpEmTsGPHDtxzzz0YMGAArr322ly7LcExxxyDmpoaXHDBBbj66qthsVjw2GOPJS2MjBgxAsuWLcOMGTNw1FFHoby8HKeddlrS57366quxa9cuzJw5E08//XTCfcOHD8fw4cMB5Dan1L777otrrrkGd911F8LhMI466igsX74cb731Fp544omEz/1Zs2bhkUcewaZNmzBgwAAAwK9+9Su89957uOiii7Bx48aEM67Ky8sxYcIEAMCHH36ISZMmYdKkSTjggAOwd+9ePPfcc3j77bcxbdo0/OhHP8rY1jPOOAPPPfdc0iLtxo0bcfLJJ+P000/H1q1bcc8996Cqqgpr167FU089hUmTJmX9t0nl1VdfxWmnncY5pShvLEppTI2ClJBrYUqtgpTAwlTh2qeiN3qUVcO3ZzectvTzMMiyjKAljMG1B8Jh40cFESHvuZhyHT/UKEgJuRamOo/n+cxjQ0Tp7bPPPli3bh1+97vf4YknnoDf78c+++yDk046KekqeV3dcsstqK+vx6JFi3DttdeiR48emDZtGm677bbYWS2HHXYYGhoa8M9//hNbtmyBx+PBYYcdhpdeeik2yfTpp5+Ob7/9Fg899FAsd48ZMwZz5syJTQidjJLHWa1WLF++HAsWLMCjjz6K5557Dh6PB/vvvz9+/etf46CDDoo939y5czFw4ED8+c9/xo033giPx4Phw4fj/PPPj20ze/ZsbN68GXfeeSdaW1sxZsyYpEUpALjwwgvh8Xjwhz/8Addffz28Xi/OPPNM3HHHHWkLftmora3Fv/71L/zmN7/BTTfdhJqaGpx33nkYN25ctzOBLr/8cmzYsAEPP/wwFixYgP79+6csSu3atQvRaBQzZszodt/NN98cK0rl6g9/+ANqamrwl7/8BUuXLsWBBx6Ixx9/HL/85S8zPnbDhg0AgIceeggPPfRQwn39+/ePFaX69++PY489Fs899xy2b98Oq9WKIUOGYMmSJd3OmkvloosuwqJFi/D22293K5BOnz4d33//PWbMmIHq6mrcdtttsNvtmDFjBl5//XXVilKff/45PvnkEyxcuFCV56PSZpG1OJevRPn9fsycORNHHXUUPB6PqgWpzrIpMqldkOqs20GCLANSEKFwGO17Aph40pHo0Wsgl53X0G+ffivrx/xn52d487t34XWUwZqmb4KREGTIOOeQM1Ct8qV7fzj3WFWfz2i59IMZFFs/kEZkCWjfid0tATzz8r/hdjvhdJUDeXwzmk2RSc2CVGfZjNFdt21vb8cll1yClpYWVFZWqtYmIiIiJcaNG4e+ffvisccei91msVhw880345ZbbtH89a+55hq8+eabWL9+Pc+UoryxWqARrQpSgPLJz7UsSAGc/LxQHVizP9x2F4LR9BOYh6Qw+lX2Vb0gRUSkdPzQqiAFKJ/8XMvxnIiIKBe33XYbli1bhs2bN+v+2j6fDw888ADmzZvHghSpgtfkaCASiaC5uVnTAJvpUj6tC1JCwqUYsowKrzavQ+opc7hxQM1AfLxrI9wpJgyNSFFYLBYMqTsoyTMQEeUv06V8WhakhEyX8rEgRUREZjRy5Mi8V2XPVW1tLdra2gx5bSpOTFcqs1gsaGlp0SXApjpjSq+ClBD7xru1Fa1tAU1fi9QxuPYA2C02RKTky5oHI0FUuSqwX+U+OreMiEpJqjOm9ChICanOmGJBioiIiEh7PFNKZS6XCzabTbcA2/WMqdraWvj9ft0KUoKYU8rvb4YnEoUsRXV5XcpNL289enrrsK1tJxw2R8J9sixDgoxD6g6CTcEKfURE+eh6xpT4fz0KUkLXM6YqKyvh8/lYkCIiooLBqaKpUDFlqUyWZVRWVuoaYEVhym63x86Y0rMgJVRUVKCywou2wB6EI8nn5iBzsFgsOKTuYACAJCf2VTAagtPmwIE99jeiaURUgjqfMaV3QUoQhSlxhpTdbmdBioiIiEhjTFpEJWr/mv7wOMrQHgkm3B6WIhhYtR8qnOUGtYyIiIiIiIhKgeku33vzzTdx1113Yf369di2bRuee+45TJgwIXb/hRdeiEceeSThMQ0NDVixYkXa57333ntx1113Yfv27TjssMPw5z//GUcffXTs/vb2dvzmN7/B008/jWAwiIaGBixevBi9evXKqv0WiwV+vx8ej0e3b1fFHFKRSAR1dXXw+/1JJz/XWmtrK/ytAZR7PZClsG6vq0RrtDhXB4zY9ub8WJsNOLCuPzZs2wgJEiwWCyJSBFaLBQf23C+v586kkPujwqbv2RtEpaDzHFJA6snPtSTOkHI6nbHL95JNfl5IMmWqrlavXo3jjz++2+3btm1D7969Y79nylSZSJKErVu3oqKigis3ERERFSlZltHa2oq+ffumzVKmK0oFAgEcdthhuOiii3DWWWcl3ebEE0/Eww8/HPvd5XKlfc5ly5ZhxowZWLJkCUaOHImFCxeioaEBX3zxBXr27AkAuPbaa/HCCy/gmWeeQVVVFa688kqcddZZePvtt7NqfzAYRDQa1S3IJpvUPN2qfFrpKEi1orLCC5fLifY95rp8762Wt4xugrrkjgnK/RVf5vU0ffuH8Z9dUQTlNjhsNuwNh1FdUYaKfXbCb9mlRkuTequ5veN/LKb7CMro5B4nG90EoqKSalJzPQtTySY1T7cqX6FQkqmS+eKLL2IFQgCxrAQoy1SZbN26FX/+859htycfAywWS+zvHY1GU96mNZutY15FSZJic7Ukuy0fsiyjqakp5XPZ7XbY7XZEIhFEIpGUt2nJYrHA5XJBkqTYojrJbtOa0+mE1WpFMBiM/b2S3aYl9kcc+6MD+yOO/RHncrli+UWr8SMTq9UKi8XSMV/w/xZxSXabliwWC37/+9/j+++/x7777ptyO9MdEZ500kk46aST0m7jcrkSvrHLZP78+Zg6dSqmTJkCAFiyZAleeOEFPPTQQ/jtb3+LlpYWPPjgg3jyyScxduxYAMDDDz+MIUOG4N1338WPf/xjxa8lyzKqqqrQ1tameZBNtcpe18nPtS5MxQ4oKipQ4XUiFDbXWVJFR46gom0LAGAfuTGvp9rHC2yscmDz7na4bRKssoQj+zixL3yAhp+VFW0eAEBr+T4FWZgiInWkKkh1nfxcy8JUqlX2uk5+XoiFKSWZKpmePXuiuro66X2ZMpUSFRUVsNvtSc8qlyQpduDicDgSzqQS99lstm73qUmWZYT/l2XsdntCG8V9Nput2325vtaAAQNiByud7dmzB4FAAF6vFx6PR/F9aopEImhpaYHNZus2Z2q6+9QkSRL8fj+i0SiqqqoSipnp7lMb+6MD+yOO/RHH/ugg/ubhcDg2Xglqjx/pRCIRSJIEq9Xard/T3aemzuN5phxXkEeDq1evRs+ePVFTU4OxY8di3rx5qK2tTbptKBTC+vXrMWvWrNhtVqsV48ePxzvvvAMAWL9+PcLhMMaPHx/bZvDgwdhvv/3wzjvvpCxKBYNBBIPx+XhEeLbb7ZoH2VQFqc7/Rj0KUwkHFOXlgBTM/CBSjwwgz0w+rG85Nje1Y09IgtthxeCeXlWaRkSUTqqClKBHYSpVQUoohsJULg4//HAEg0EMHToUt9xyC37yk58AUJapkumal1pbW2OPdTjiK8BGIhFEo1FYrVa4XK6kf2ubzYZQKIRoNJpym3xIkoRgMAiLxQKn05k0sNvt9tiZ8eLgItfXkiQJLperW0ZrbW1FMBhEjx49ku77Ho8HLpcLfr8/4Rt5NYVCITQ3N8Ptdqfc991uNxobG7F3715N8y4A9OrVK2mW9Xg88Pl8aGtr0zTvsj/YH52xP+LYHx0694fIDlarNeF11Bo/0gkGg5AkCXa7PekVZQ6HA8FgMFacynTVWS7EeC5k+hKp4JLViSeeiEcffRQrV67EHXfcgTfeeAMnnXRSylO5GxsbEY1Gu80N1atXL2zfvh0AsH37djidzm7fCnbeJpnbb78dVVVVsZ9+/frF7hNBNhwOw+fzqXp6XKaClCAKUw6HI7Yqn5oyHVCQ9vaJNqKX5Mvr55iavah1AeFIFD+qt2CgvTnv58z0Q0SlTen40XlVPlHIUEumgpSg5XhuNn369MGSJUvw97//HX//+9/Rr18/HHfccfjwww8BKMtUyaTLS0IkEkEoFIpdZpGqP+x2O5xOJ2RZjgVvtYiClCzLKQtSAGJFM4vFglAopPolKXx/dCi0vMv+6MD+iGN/xJVaf3T+wqUzrccPUWxKVZASXC5X7LLKzl8aqaHzeJ7q79BVwZ0pde6558b+f9iwYRg+fDgGDRqE1atXY9y4cbq2ZdasWZgxY0bsd7/fj3nz5sV+1+IbVqUfQIJWZ0wVWkHq2KpjjW6CeqQIrPgCAOBr+QGtrvz7c1SPRqwONeMn1fvAu6cs7+fL5EflRwAApMqDAWvBfQwRUR6yHT+0OGNKaYAVuo7nZWXaf04a4eCDD8bBBx8c+/2YY47B119/jQULFuCxxx7L+XmT5aX77rsv9rvSgpQgikWhUAjBYFCVM6aUFqQEcWARDAZjB3lqfONdDO+PUs677I8O7I849kdcKfVHuuKfVuOH0oKUILYRhTE1zpjqOp4rnQOy4I8G999/f9TV1eGrr75KWpSqq6uDzWbDjh07Em7fsWNHbF6q3r17x07563y2VOdtknG5XBk7T80dP9sPIEHtD6JCK0gBRbZimjUCWDsusasMWrDH7sBu9IKUx4mPw+t6w2FvRJW7D5qi2szRYYWEHuh4H3r/137YKzinFFEByfdbxVzHDzWDbLYBVug8nodLaO7Eo48+GmvWrAGgLFMlky4vZVuQEtQsTGVbkBLUPrAolvdHqedd9kcH9kcc+yOO/dFB7fEj24KUoGZhKtl4rrQoVXCX73X1ww8/wOfzoU+fPknvdzqdGDFiBFauXBm7TZIkrFy5EqNGjQIAjBgxAg6HI2GbL774At99911sm3yocapgrju8oNapm4VYkCpm7nDHG12CFXIePx6HGyPq9wUstryeJ91PPkUzIjKHUCiMcDi3U83zHT/UOPU/1wAriPFcr9XfzGDDhg2xjKUkU2VDrISUbUFKUONSvlwLUoJal2IU0/uDeZf9IbA/4tgfceyPDmqNH7kWpAQ1LuXL9QsmwXRHiW1tbdiwYQM2bNgAANi0aRM2bNiA7777Dm1tbfi///s/vPvuu/j222+xcuVKnHHGGTjggAPQ0NAQe45x48Zh0aJFsd9nzJiB+++/H4888gg2btyI6dOnIxAIxFaOqaqqwsUXX4wZM2Zg1apVWL9+PaZMmYJRo0ZltfJeOvns+Pnu8EK+H0QsSJmPJ1o639YTkfEsViuamlsNGz/yCbL5BljB6XSiqqoqp8fqLV2mAjouq5s8eXJs+4ULF+L555/HV199hU8++QTXXHMNXn/9dVxxxRWxbTJlKqUsFgsikUjOAVbIpzCVb0FKyPfAIhAIFNX7g3m3A/ujA/sjjv0Rx/7okO/4kW9BSsinMJVvQQow4eV7H3zwAY4//vjY72IOggsuuAD33Xcf/vOf/+CRRx5Bc3Mz+vbtixNOOAG33nprQid8/fXXaGxsjP1+zjnnYNeuXZg9eza2b9+Oww8/HCtWrEiYqHPBggWwWq04++yzEQwG0dDQgMWLF6v6b8vlVEG1dngh11M3WZAyJ3dI3cnxiIjScTrsiEajaPT5DBs/cjn1X60AK2i5hLKa0mWqpUuXYtu2bbECFdDxd/rNb36DLVu2wOPxYPjw4XjttdcSnkNJplJC9IEa80HlcimfWgUpIddLMSKRCNra2lBdXV007w/m3Tj2Rwf2Rxz7I4790SHX8UOtgpSQy6V8ahSkAMAiy7Kc0yOpG7/fj5kzZ+Koo46Cx+NJuZ3SN5PaO3yuz634A0iWASmIUDiM9j0BTDzpSPToNRCwmO6EvMImR4DmjQCAbx78K97bpzd2WvpCNt+JjwkskFCHbQCAXzac1nFj9ZCimFPqt0+/ZXQTcvKHc4toAQDSjiwB7TuxuyWAZ17+N1xOB/yBoLrjRw6UPrfaARYA9uzZg0suuQQtLS2orKzM+/lKjd/vxx//+Ee43W5Vs43ScKx2QSrX525vb4ckSairq0NNTY1qbQCMfX9k+9wFl3dzwP7I/rnZHx3YH3GF1B+hUAjbtm2D1WpV3M5sxg+1C1K5PLeSMTccDuOGG27ImJfMfRRbpJScKqjlBxCg/NRNniFlfmU5zu9CRJQLi9WC2h49DB8/lJz6r2WApfxEo1FYLOourKHkUj4tC1KA8ksxgsEgotEorFYrvF6vqm0AzPH+YN6NY390YH/EsT/i2B8dshk/tCpIAcou5VPrDCmB6cwg6XZ8rXd4IdMHEQtShaEsx0nxiIhyZZbxI12QZUGqNKUrTGldkBIyHViIAwqbzabppaBmeH8w78axPzqwP+LYH3Hsjw5Kxw+tClJCusKU2gUpgEUpQyXb8fXa4YVUH0QsSBUOL8+UIiIDmGX8SBZkWZAqbckKU3oVpIRUBxadDyi0zniAOd4fzLtx7I8O7I849kcc+6ODkvFDy4KUkKwwpUVBCjDhROelpvPkamJy9kgkossOL3Sd7M7lcqG9vZ0FqQLh5plSRGQQs4wfnSdLFZNdsyBV2jpPft7e3h67XY+ClNB18tpwOAxJkmIHFLksQZ4LM7w/mHfj2B8d2B9x7I849keHTOOHXjpPfi5JEmRZVr0gBfBMKVNwOp2ora1FOBxGOBxGbW2tbju8ID6IZFlGe3s73G43C1IFgpfvEZGRzDJ+VFRUwO12o729HbIssyBFCWdM6XWGVFfiwEKWZUiSFPtdb2Z4fzDvxrE/OrA/4tgfceyPDmYZP0QBShSl1C5IASxKmYIkSbGlMIGOyrBe3551FggEYv/feUlKMreycKRj5UMiIoOYYfwQ36gmaxOVJkmSEA6HY7+Lb5r11rkNsiynnLxWS2Z4fzDvxrE/4tgfHdgfceyPODOMH5FIBHKnY83ObVILi1IG63yNan19Perr69PO+q+VztcM9+nTJ+MqDGQeNlmGU4oa3QwiKlFmGD86zznRp0+fjKv4UPHrPIeUy+WKfducalU+rXSeA6SsrCzjqkpaMMP7g3k3jv0Rx/7owP6IY3/EmWH86DyHVFlZWcZV+XLFopSBkk2apmQ5SrV1ncRO6fKgZB7lIfUr1kREmZhh/Eg2CaqS5aWpeCWb1Dzdqnxa6TopbdfJa6NR7b9QMsP7g3k3jv0Rx/7owP6IY3/EZRo/9ChMJZvUPN2qfPlgUcog6Wbx13PHT7WqAgtThaWc/UNEOjPD+JFuVR4WpkpTulX29CxMpVolqeuBhZZtMMP7g3k3jv0Rx/7owP6IY3/EKR0/tCxMpVtlT4vCFItSBlCyrKQeO36mZT5ZmCocnjAnOyci/Zhh/FCyTDQLU+alxaS16QpSgh6FqUzLdnc+sIhEIprMz2GG9wfzbhz7I4790YH9Ecf+iMtm/NCqMJWuICWoXZhiUUpnSnZ4QcsdP9MHkMDCVGEoD7EoRUT6CAT2wt/aauj4oSTACixMmZMoyKhFSUFK0LIwlemAQuh8YNHU1FR07w/m3Tj2Rxz7owP7I479EZfL+KF2YUpJQUpQszDFopSOstnhBS12fKUfQAILU+bnZZ8QkQ4ikQjaAntQWVFh2PiRTYAV1A6yRqzAU2zEEtdqfMOaTUFK0KIwpfSAQrBYLLDZbLDb7UX3/mDe7cD+iGN/dGB/xLE/4rIdP7QoTGVTkBLUKkyxKKWTXHZ4Qc0dP9sPIIGFKXPzhKOwdlqqk4hIC+FIFOVej2HjRy4BVlAryHZdJppyI0kSrFZr3kE2l4KUoGZhKtsDCsFqtaK6urqo3h/Mux3YH3Hsjw7sjzj2R1w+44dahalcClKCGoUpFqV0kM8OL6ix4+f6ASSwMGVeFgBlEe1X8SGi0uaw2+D1lmX9ODXGj3wCrJBvkBXjuR6rppUCsSperkE2n4JU5zbkW5jK9YBCKLb3B/Mu+6Mz9kcH9kcc+yNOjfEj38JUPgUpId/CFItSGlNjhxfy2fHz/QASWJgyr3INJkolIuosl4N+IZ/xQ40AK+QaZDuP51VVVTm/PiXKNciqUZAS8ilM5XtAIRTT+6PU8y77I4790YH9Ecf+iFNz/Mi1MKVGQUrIpzDFopSG1NzhhVx2fLU+gAQWpszJE2Q/EJG55TJ+qBlghWyDbNfxPJ8CCHWXbZBVsyAl5FKYUuuAQiiW90cp5132Rxz7owP7I479EafF+JFtYUrNgpSQa2GKRSmNaLHDC9ns+Gp/AAksTJlPBc+UIqICkM34oUWAFZQGWS3Hc4pTGmS1KEgJ2RSm1D6gEPj+iCu0vMv+iGN/dGB/xLE/4rQcP5QWprQoSAmdx3OlZ22xKKUBPQKskh1fqw8ggYUpc/GG1FsOlIhIS0rGDy0DrJApyLIgpa9MhSktC1KCksKUVgcUAt8fcYWSd9kfceyPDuyPuFLsj+bmZsPGj0yFKS0LUoIYz5VezsiilAb8fr8uATbdB5HWH0BCwgeRz4dQiGfrGMXDM6WIqICkC7J6BFghVZBlQcoYqQpTehSkhHSFKa0PKAS+P+JMl3fZH+yP/2F/dGB/xIn+iEQiiEajkDutjq7n+JGqMKVHQUrI5vlZlFKZ0+lENBrVLcAm+yDS6wNISPgg2t2CcDgCSZIzP5BU5Y5EYZf5dyeiwpEsyOoZYIWuQZYFKWN1LUzpWZASkhWm9DqgEPj+iDNd3mV/sD/+h/3Rgf0R53Q6UVNTY/j40bUwpWdBSlA6XnOmTpVZrVZUVVXpGmDFB1FjYyO2bdsGALp9AAlWqxW1PXrA59uJ3U0tcDpsur02xXmDIbS4tf+gIyJSiwiyPp8Pu3btAtAxrukVYAUxZvr9fvj9flgsFhakDCRCuwjSFotFt4KUIF4rFAph7969sdv0OKAQ+P6IM03eZX8AYH90xv7owP6IczgcsNvtCIfDho4fLpcLwWAwduaxuE3P/lDCXK0pApIkGbIqj9PpTNjJvV6v7m2wWq2oLNf/dSnOG+a8UkRUeKxWKyorK2O/V1ZWGhKYOo+dLpeLBSmDORyO2P9bLBZD8pXdbofFYknaJr3w/RFnmrzL/gDA/uiM/dGB/RFntVoT/u1GjR+dX9fhcJiuIAWwKKU6q9WKPXv26P66ra2taG9vh9vthsViUbwcpZpCoRB8TX7Y7XZYOwU40k8F5/QiogIUCoXg8/ngcDjgcDjg8/l0XzxDnOJvsVjgdrvR3t6uaHlp0oa43MFiscBqtcZ+15u49MJqtcJisWRclU8LfH/EmSbvsj8AsD8E9kcc+yMuEokYPn50vmRPyap8RmFRSmWRSASBQEDXHb/zNcO1tbWKl6NUUygUQqPPB4fDhh7VlXA6eWWoETjZOREVms5zTtTV1aGurk73VV27zjlRW1uraHlp0kbXOaTKysrSrsqnlc5zgJSVlWVclU8LfH/EmSbvsj8AsD8E9kcc+yMuEAhAkiTYbDbDxo/OBSm32x0rVupZmJIVznfMopTKIpEIvF6vbjt+sknslCwPqqaESexqqmCxWsDzpIzhZVGKiApIsklQlSwvraZUk6BmWl6atJFqUvNUq/JpJdmktOlW5dMC3x9xpsu77A/2B9gfnbE/4lpbW9HW1gar1Rprg97jR7JJzdOtyqcFSZIQVnhsyqKUBjwejy47frpVFfT6IEr4AOrRw5TXqJYSbzAMcAU+IioA6Vbl0SvIZlqVh4UpfWVaZU+vwlS6VZL0OrDg+yPOdHmX/cH+APujM/ZHnOiP8vLybmOYXuNHulX29CpMZXvJPSsIGtF6x1eyzKfWH0RGLPNJ6dllGS6JRSkiMjcl44fWQVbpMtEsTOkjU0FK0LowpWTZbq0PLPj+iCuUvMv+iGN/xLE/OpRif6SaZF7r8SNdQUrQujDVeTxXukAJqwga0mrHV/IBJGj1QcSClHmV6zyZIBFRNrIZP7QKskoDrMDClLaUFqQErQpTSgpSglYHFnx/xBVa3mV/xLE/4tgfHdgfcVqNH0oKUoJWhamu47nSGgErCRpTe8fPZocX1P4gYkHK3Mq5Ah8RaUTphJWp5DJ+qB1ksw2wQufx3IhVdotVtgUpQe3CVDYFKUHtA4tieX+Uct5lf8SxP+LYHx3YH3Fqjx/ZFKQEtQtTuY7nAItSulBrx89lhxfU+iBiQcr8uAIfEWklFI5AzvES4XzGD7WCbK4BVhDjeSAQyOn1KZEI47kEWEC9wlQuBSlBrQOLYnp/lHreZX/EsT/i2B8d2B9xao0fuRSkBLUKU/kUpAAWpXST746fzw4v5PtBxIJUYeCZUkSkFVmS0NTSasj4kW+QzTfAChUVFSnniqDshMPhnAOskG9hKp+ClJDvgUU4HC6q9wfzLvujM/ZHHPujA/sjLt/xI5+ClJBvYSrfghTAopSuct3x1djhhVw/iFiQKhxezilFRBpxOh2IRKLw7d5tyPiRa5BVK8AKHo8nr8cTYLPZACCvgpSQa2FKjYKUkOuBhSRJaGpqKqr3B/NuB/ZHHPsjjv3Rgf0Rl+v4oUZBSsi1MKVGQQpgUUp32e74au7wQrYfRCxIFRZPOAprnvO+EBElY7VaUVNdYej4kW2QVTvAknrsdnveBSkh28KUmgUpIdsDi2g0GmtDsb0/mHc7sD/i2B9x7I8O7I+4bMcPNQtSQraFKbUKUgCLUoZQuuNrscMLSj+IWJAqPBYAZZGo0c0goiLlcNhRV1tr6PihNMiyIGVekiSpnimUFqa0KEgJSg8sOh9QVFdXF+X7g3m3A/sjjv0Rx/7owP6Iy2X8UKsgJSgtTKlZkAJYlDJMph1fyx1eyPRBxIJU4SrnZOdEpCEzjB+ZgiwLUuaW70qOqWQqTGlZkBIyHVh0PqCw2WxF/f5g3u3A/ohjf8SxPzqwP+KyGT/ULkgJmQpTahekABalDJVqx9djhxdSfRCxIFXYPEHOK0VE2jLD+JEqyLIgVdpSFab0KEgJqQ4s9DigEMzy/mDe7cD+iGN/xLE/OrA/4swyfiQrTGlRkAIAdZ6FciZ2ar/fH7tNrx1eEB9EjY2N8Pl8qKyshM/nY0GqgFXwTCki0oEZxg8RZH0+HxobG1FbWwu/38+CVIkTRafO3/DqVZASRFgPhUIIBoNwOBwJBxSAdmeMCWZ5fzDvdmB/xLE/4tgfHdgfcZnGD736w+VyIRgMxoqEaqyamwyLUibQdcfXc4cXxAfRrl27eIZUEfCGslvKk4goV2YYP0SQbWxsRGNjIwCgvr6eBakS17UwpWdBShChPRgMIhgMJhxQZLv0d67M8v5g3u3A/ohjf8SxPzqwP+LSjR96EYWp9vb22JnH4mxkVV9H1WcjIlPw8EwpIiIiIiIiMjkWpUyg8zWq2SxHqSZxzbCokEciEUXLg5I5uSNR2DW+JICICDDH+CHmnIhEIrFT/JUsL03FrfMcUkpW5dOCmANEfNss2lWK7w/m3Q7sjzj2Rxz7owP7I84s40fnM6SsVmvaVflyxaKUwbpOmqZ0OUo1dZ3EzuVyKVoelMzNy8nOiUhjZhg/uk6C6nK5FC0vTcWt66TmmVbl00LXSWm7Tl6r9XxSgHneH8y7HdgfceyPOPZHB/ZHXKbxQ6/+6DqpebpV+fJhuqLUm2++idNOOw19+/aFxWLB8uXLE+6XZRmzZ89Gnz59UFZWhvHjx+PLL7/M+Lz33nsvBgwYALfbjZEjR+K9995LuL+9vR1XXHEFamtrUV5ejrPPPhs7duxQ85/WTapZ/PXc8VOtqpBpeVAyP2+Y80oRkXbMMH6kWpUn0/LSpSJTpkpm9erV+NGPfgSXy4UDDjgAS5cu7bZNpkxltFSr7OlZmEq1SpKeBxZmeX8w73Zgf8SxP+LYHx3YH3FmGT+SrbKXalW+fJmuKBUIBHDYYYfh3nvvTXr/nXfeiT/96U9YsmQJ1q1bB6/Xi4aGBrS3t6d8zmXLlmHGjBm4+eab8eGHH+Kwww5DQ0MDdu7cGdvm2muvxT//+U8888wzeOONN7B161acddZZqv/7hEzLSuqx42da5pOFqcJWEeK8UkSkDTOMH5mWiWZhKnOm6mrTpk045ZRTcPzxx2PDhg245pprcMkll+Dll1+ObaMkUylhsViy2l6pVAUpQY/CVKZluzsfWESj0aJ+fzDvdmB/xLE/4tgfHdgfcdmMH1oVplIVpAQtClOmK0qddNJJmDdvHs4888xu98myjIULF+Kmm27CGWecgeHDh+PRRx/F1q1b0377N3/+fEydOhVTpkzBIYccgiVLlsDj8eChhx4CALS0tODBBx/E/PnzMXbsWIwYMQIPP/ww1q5di3fffTfl8waDQfj9/oQfJTLt8IKWO36mDyCBhanCxcnOiUgL4XAEjQqWidZy/MgUYIVSL0yly1TJLFmyBAMHDsTdd9+NIUOG4Morr8TPf/5zLFiwILZNpkyVTLK8pMXqc5kKUoKWhalMBxRC5wOL5ubmonx/MO92YH/EsT/i2B8d2B9xuYwfahemMhWkBLULU6YrSqWzadMmbN++HePHj4/dVlVVhZEjR+Kdd95J+phQKIT169cnPMZqtWL8+PGxx6xfvx7hcDhhm8GDB2O//fZL+bwAcPvtt6Oqqir2069fv4z/BqU7vKDFjq/0A0hgYaoweVmUIiKVSZKEpuZWQ8cPpQFWKPXCVDbeeeedhCwEAA0NDbEspCRTJZMqL0UiEdVO/VdakBK0KEwpPaAQbDZbrA3F9v5g3u3A/ohjf8SxPzqwP+KyHT+0KEwpLUgJahamCqootX37dgBAr169Em7v1atX7L6uGhsbEY1G0z5m+/btcDqdqK6uVvy8ADBr1iy0tLTEfr7//vu07c92hxfU3PGz/QASWJgqPN5gGOAKfESkolAoDLvdhtoePQwZP7INsILaQXbPnj15Pd6stm/fnjQv+f1+7N27V1GmSiZZXopGowCgyjes2RakBDULU9keUAhWqxU1NTVF9f5g3u3A/ohjf8SxPzqwP+JyHT/ULExlW5AS1CpMFVRRymxcLldsmUjxk0quO7ygxo6f6weQwMJUYbHLMlwSi1JEpB6L1YqaqgpDxo9cA6ygVpBtbW1FIBDI6bGlKlVecjgceQfZXAtSnduWb2Eq1wMKweFwFNX7g3mX/dEZ+yOO/dGB/RGX7/ihRmEq14KUoEZhqqCKUr179waAbqvi7dixI3ZfV3V1dbDZbGkf07t3b4RCITQ3Nyt+3mzku8ML+ez4+X4ACSxMFZZyXqZCRCpyOuywWHOboDqf8SPfACvkG2TFeO71enN6fbPr3bt30rxUWVmJsrIyRZkqGyKE5xpk8y1ICfkUpvI9oBCK6f1R6nmX/RHH/ohjf3Rgf8SpNX7kU5jKtyAl5FuYKqii1MCBA9G7d2+sXLkydpvf78e6deswatSopI9xOp0YMWJEwmMkScLKlStjjxkxYgQcDkfCNl988QW+++67lM+rlFo7vJDLjq/WB5DAwlThKOcKfESkonxXTMtl/FArwAq5BtnO47nH48mrDWY1atSohCwEAK+++mosCynJVNnKNciqVZAScilMqXVAIRTL+6OU8y77I479Ecf+6MD+iFN7/MilMKVWQUrIpzBluqJUW1sbNmzYgA0bNgDomNx8w4YN+O6772CxWHDNNddg3rx5+Mc//oGPP/4YkydPRt++fTFhwoTYc4wbNw6LFi2K/T5jxgzcf//9eOSRR7Bx40ZMnz4dgUAAU6ZMAdAxWfrFF1+MGTNmYNWqVVi/fj2mTJmCUaNG4cc//nHO/xa1d3ghmx1f7Q8ggYWpwsAV+IjIbLIZP9QOsEK2QVar8Vxr6TIV0DHX0+TJk2PbX3bZZfjmm28wc+ZMfP7551i8eDH+9re/4dprr41tkylT5SLbIKt2QUrIpjCl9gGFwPdHXKHlXfZHHPsjjv3Rgf0Rp9X4kU1hSu2ClNB1PFdaI1Dn1VX0wQcf4Pjjj4/9PmPGDADABRdcgKVLl2LmzJkIBAKYNm0ampubMXr0aKxYsQJutzv2mK+//hqNjY2x38855xzs2rULs2fPxvbt23H44YdjxYoVCRN1LliwAFarFWeffTaCwSAaGhqwePHinP8dWgdY8Zx+vz/h9860+gASxAdRY2MjfD5fx8S3qr4C5YtnShGRGXUbP5KMUVoFWEEEWZ/Ph8bGxpSvUagFKSBzptq2bVusQAV0nJH+wgsv4Nprr8U999yDfffdFw888AAaGhpi2yjJVLkQQTYYDMYOKpKFZK0KUoJ4TlEYS/YaWh1QCHx/xJky77I/2B/sjxj2R1zn/kh1RrXW44cYN0OhEILBYNLX0KogJXQez5WeLWWRZS7PpRa/34+ZM2fi0EMPRTAY1CXApnpzaf0B1FnCa1V7EYlG0b4ngIknHYkevQYCFpaqVCVHgOaNAIBvHvwr7LKMUHstkp34GHDYsHpAP50bmJwFEuqwDQDwy4bTOm6sHgJYTFcbz9pvn37L6Cbk5A/nHmt0E6gQyBLQvhO7WwJ45uV/w+12wukqB/K8lA9IPVZpHWA7S/daqcbYPXv24JJLLkFLS0vaRU4oOb/fjzvuuAPl5eVwOBwJ96ULy1oXpDpL9VpqHlBIkgRJktCnT5+k+3ihvj+0YLq8y/5gf2R4LfZHafdHc3MzQqEQnE5n7G+hdUGqs1SvpXVBqjNJkrB3717ccsstGfMSqwUqs9vtCAQCun2jmuxUQT0/gIAup242tUCWZLDSaQ6ecBRW1p2JyKSSnfqvZ4AFUp/6X8hnSBWyVJfy6VmQApJfyqfnAQXA90dnpsu77A/2B9gfnbE/4ioqKlBeXg5JkmJt0Hv8SHYpn54FKaCjP7p+8ZSyvZq2pATZ7XZ4vV5dA2znUwXFqXp6fQAJTqcTdbW1aGzchd3NfthZ7jQFC4CySBQBB9/qRGROnU/9F5feRyIRXQKs0PXUf5fLhfb2dhakDNL1Ur5wOAxJknQrSAmdL+WTJAmyLOt2QCHw/RFnmrzL/gDA/hDYH3Hsjziv14vdu3cjGo1i7969howfnS/la29vj92uR0FKULpADksHKpMkyZBVeSoqKuB2u9He3g5ZlnX9ABKcTidqayo7whvPzjGNck52TkQm53Q6UVtbi3A4jHA4jNraWt0CrCCCrCzLaG9vh9vtZkHKQKIwJcsyJEmK/a43cQAhilJ6HlAIfH/EmSbvsj8AsD8E9kcc+yPObrcbPn50PmNKrzOkcmG+FhU4q9Wa1fKHahEVcSEQCOj+5pMkCf62gK6vSZl5giHAU2Z0M4iIUpIkKTZRK9DxTa8RYToQiI9h4iwdvcN0KREFp1Q6r6IkSRLC4TBsNpseTYuJRqMJbVRznxAHKuEMXx7JsoympqZYO5qamlBTU6P4G2i1BAKBWBv27t2LQCCg+NIMtYTD4dhZBwDQ0tICr9eraxvYH3Hsjzj2Rwf2R4dwOKzp+KFU50sIRRsA6JavlE5fzqKUyiRJQktLC9xut247XddrhgOBQNpVGLQgSRJ8u3cjHI6iR00VwsH2zA8iXVTwTCkiMrHOc07U19cDQNpVfLTSec4Jr9ebcRUfyo8IqqmKUuKSOZvNBpvNhkgkgnA4DFmWddsnJElCJBKB1WqF3W6PHWCEQiFVvmkWRalgMIhoNJp0G1mWEQqFYLVaY5kuFArB7/fD6XTqdqAn/v5erxc2mw2hUAiBQCBhEl+tib+9y+WC0+lENBpFKBSCLMu6ffPP/ohjf8SxPzqwP+JEUcpiscDhcKg+fighy3LsZBlRkBN/G7vdrnuhMB0WpVQWCoVgs9l0C7LJJrFTsjyomhImsetRBViAaNg8O3mp84b0P3OPiEiJVJOgZlpeWm3JJkFVsrw05a65uRn9+/eH2+3udl8gEEBbWxvKy8tj3/KLb98jkQhqamo0/8Y7HA6jqakJZWVlCd/yJ2tbPq8RDAZx8skno6qqSo1mExGRCbS0tGD58uUoLy+P5Qc1x49MUo2ZYmyz2+26nMHW1NSkaDsWpTRQWVmJvXv3ah5k062qoFdhKuGAorYWTruMEM/MMRUP+4OITCjdqjydJ0vVujCValWerpOlsjClLjFxede/aWtrK/bs2YPq6upu2aVnz57w+XxoaWnRPF+1tLTA5XJ12/fEfBx+vx92uz3vfBWNRlFVVYUePXrk22wiIjKRsrIyOJ3O2Fil9viRishXkiShZ8+e3fKVWJ1Q66kSWltbEyZYT4cTnWsg1XKUalKyzGey5UHVpPcyn5QbdyQKOyeeJyITUTJ+JFteWm2ZlonWYzynODP0hxnyFRERFb5kZyGZ4fhcz3yl9IwwFqU0omVwUhKYBK12fBakCos3yAMpIjKHbMYPLYNTpgKIwMKUPszQH2bIV0REVNzMcHyuV77yeDyKHsOilIa0CE7ZBCZB7R2fBanC4w1zXikiMl4u44cWwUlpAUToOp4bscpuMcu3P4olXxERUWkww/G5GfKVwKKUxtQMTrkEJkGtHZ8FqcJUEeK8UkSUv3yKMfmMH2oGp5wDU6fxvKWlJefXp0Rq9Ecx5CsiIiotZjg+N0O+AliU0oUawSmfwCTku+OzIFW4ONk5EakhHIkiENib9ePUGD/UCE75BCYgPp7bbLasH0vd7dmzR5X+KPR8RUREpckMx+emyFdZP4Jykk9wUiMwCbnu+CxIFTYvi1JEpAKH3Ya2wB7Dxo98glO+gUmwWq2orKzM+fHUwW63IxAIqNIfhZyvZC5EQkRU0sxwfG50vmJRSke5BCc1A5OQ7Y7PglTh8wbDAIMvEeXJbrej3OuBv7XVsPEjl+CkVkFK0Gr55FJit9vh9XpV649CzFeyLHPifCIiMsXxuZH5iqlKZ9kEJy0Ck6B0x2dBqjjYZRkuiUUpIsqf11uGyooKQ8ePbIKT2gUpUkckElG8Ko8ShZivmpqaeKYUEREBMMfxuVH5ikUpAygJTloGJiHTjs+CVHEp57exRKQSM4wfSoITC1LmpcUKhoWWryKRCLMVERHFlGq+YlHKIOmCkx6BSUi147MgVXzKuQIfEanIDONHuuDEglRpKqR8VVNTw0tBiYgoQSnmK46EBkoWnPQMTELXHZ8FqeLEFfiISG1mGD+SBScWpEpboeQrh8OheRuIiKjwlFq+sqv2TJQTEZx8Ph927doFoGMH0CswCWKn8vv98Pv9sFgsLEgVGZ4pRURaMMP4IYJTY2Mjtm3bBgAsSJW4QshXnOSciIhSKaV8xTOlTKDr8tKVlZWGnM7t9Xpj/+9yuViQKjJehl8i0ogZxg+n0wmXy5W0TVSamK+IiKiQmWH80CNfsShlAqFQCD6fDw6HAw6HAz6fT/dvz8QpgRaLBW63G+3t7YqWo6TC4QlHYeUqP0SkMrOMH62trWhvb4fb7YbFYlG8nDEVL+YrIiIqVGYZP/TIV7x8z2Bd5zgAAJ/Ph8bGRt1Oz0t2jaq4XhQAL38oEhYAZZEoAg6+7YlIHWYZP7rOcSDGVp/Pp/vlWmQOhZCvOn/zTEREJJRavmJKM1CySTeVLGesplSTpmVajpIKUzknOycilZhl/Eg26aaS5YypeBVKvgoEApq2gYiICk8p5isWpQySbhUYvYJTpln8WZgqPp4g55UiovyZZfxItwoMC1OlqZDyVVtbGyKRiCZtICKiwlOq+YpFKQMoWZZY6+CkdFlJFqaKSwXPlCKiPMmSDN/u3YaPH0qWJWZhyrycTqfq/VFo+aq8vBxhjstERATzHJ8bka9YlNKZksAkaBWclO7wAgtTxcMb4jeyRJQ7WZbR1NJq+PihJDAJLEyZk9Vqhd/vV60/CjFfeb1eOBwOVV6biIgKl1mOz43KVyxK6SibwCSoHZyy3eEFFqaKg4ffyBJRHkLhCCKRKOpqaw0bP7IJTILahSlecpW/YDCIaDSqSn8Ucr6y27n4CBFRKTPL8bmR+YpFKZ3kEpgEtYJTrju8wMJU4XNHorDLstHNIKICJUsSaqorDBs/cglMglrBKRQKoaWlJafHUpwsy6iqqlKlPwo9XxERUWkyy/G50fmKRSkd5BOYhHyDk1qBiYWpwuflZOdElCOn0wGHI7czO/IdP/IJTEK+wUmM5zabLafXp0R2u12V/iiGfEVERKXFLMfnZshXLEppTI3AJOQanNQOTCxMFTZvmJedEFFu8hnDgNzHDzUCk5BrcOo8nldWVubVBopToz+KJV8REVFpMMvxuRnyFcCilKbUDExCtsFJq8DEwlThqghxXikiMk6244eagUnINjhpMZ5TnBn6wyz5ioiIiptZjs/NkK8EpiqNaBlglQYnrQMTC1OFiZOdE5HRlI4fWgQmQWlwYkFKH2boD7PkKyIiKk5mOT7XK1/5/X5Fj2Gy0kAkEtE8wGYKTnoFJhamCo+XRSkiMoFM44eWgUnIVAhhQUpfZugPs+QrIiIqbF3HMLMcn+uZr6LRqKLtma5UZrFY0NLSokuATRWc9A5MsR2/tRWtbQFNX4vy5w2GAa7AR0QmkCo46RGYhFSFEBakjGGG/jBLviIiosIVCoUQ/t/JAIYdnxucr6qqqhRtm9sSOpSSy+WCzWbTLcCK4OTz+dDY2Ija2lr4/X7dA1NFRQUgy/D7m+GJRCFLyqqipD+7LMMlyQjaLEY3hYgoFoo6n+KtV2ASRCGksbERPp8PlZWV8Pl8LEgZxAz9YZZ8RUREhclisaCpqQl2u92443MYm6/sdmXlJhalVCbLMiorK3UNsCI4NTY2orGxEQBQX1+ve2DqKEyF0dzSCqeDy2WbWXkohGCZ2+hmEBEB6B6c9AxMgiiE7Nq1i2dImYAZ+sMs+YqIiAqP0+mMTesDGHh8DmPzlRJMWkQlqJwr8BEREREREZHBWJRSmcVigd/vV7z8oRrENaqRSCR2SqCS5YzV1traCn9rAOVeDxx27lpmxhX4iMhMOs9xYNTiGWLOInGGTiQSyWo5Y1KXGfrDLPmKiIgKTygUQjQaNf743OB8pQQrByoLBoOIRqO6Baeuk6a5XC5FyxmrraMg1YrKCi+83jLYbbx8z8x4phQRmUXXSTeNWNW16yTaLpcr7SpwpC0z9IdZ8hURERUmWZZRU1Nj7PG5wfkqEoko2o5FKZXJsoyqqipdglOqWfwzLWesttgOX1GBinKvpq9F6vAyTBORCaRaBUbP4JRqVbdUq8CRtszQH2bJV0REVLicTiccDgcAA4/PDc5XLS0tirYtuKLULbfcAovFkvAzePDgtI955plnMHjwYLjdbgwbNgwvvvhiwv2yLGP27Nno06cPysrKMH78eHz55Zc5t9Fut2senDItK6nXjq/nspKkHk8kCqssG90MIiphmcYPPYJTqgKIUAyFqXvvvRcDBgyA2+3GyJEj8d5776XcdunSpd0yltuduCiG2pmpMzP0h1nyFRERFbauY5hZjs/1zFc2hVdPFVxRCgAOPfRQbNu2LfazZs2alNuuXbsWkyZNwsUXX4yPPvoIEyZMwIQJE/DJJ5/Etrnzzjvxpz/9CUuWLMG6devg9XrR0NCA9vb2nNuoZXDKFJgErXd8FqQKl0UGyiJRo5tBRCVK6fihZXDKVAARCrkwtWzZMsyYMQM333wzPvzwQxx22GFoaGjAzp07Uz6msrIyIWNt3rw54X4tMhNgjv4wS74iIqLiZJbjc73yVWVlpaLHFGRRym63o3fv3rGfurq6lNvec889OPHEE/F///d/GDJkCG699Vb86Ec/wqJFiwB0fOO3cOFC3HTTTTjjjDMwfPhwPProo9i6dSuWL1+eVzu1CE5KA5Og1Y7PglThK+dk50RkgGzHDy2Ck9ICiFCohan58+dj6tSpmDJlCg455BAsWbIEHo8HDz30UMrHWCyWhIzVq1ev2H1aZSYz9IdZ8hURERU3sxyfmyFfCQVZlPryyy/Rt29f7L///vjVr36F7777LuW277zzDsaPH59wW0NDA9555x0AwKZNm7B9+/aEbaqqqjBy5MjYNqkEg0H4/f6En67UDE7ZBiZB7R2fBani4AkyQBNRdvI9+M91/FAzOOUamDqP58nGe7MJhUJYv359Qr6xWq0YP3582nzT1taG/v37o1+/fjjjjDPw6aefxu7LNTOly0tq9Eex5CsiIioNZjk+N0O+AgqwKDVy5EgsXboUK1aswH333YdNmzbh2GOPTflH3L59e8K3fADQq1cvbN++PXa/uC3VNqncfvvtqKqqiv3069cv6XZqBKdcA5Og1o7PglTxqOCZUkSUpVAojHBY2UoqXeU7fqgRnPIJTEB8PI9GzX/5c2NjI6LRaFb55uCDD8ZDDz2E559/Ho8//jgkScIxxxyDH374AUDumSlVXopEIqr0RzHkKyIiKi1mOT43Q74quKLUSSedhIkTJ2L48OFoaGjAiy++iObmZvztb3/TvS2zZs1CS0tL7Of7779PuW0+wSnfwCTku+OzIFVcvKHcDiyJqHRZrFY0NbcaNn7kE5zyDUyC0+lEVVVVTo81u1GjRmHy5Mk4/PDDMWbMGPy///f/UF9fj7/85S95PW+yvGSxWNDS0qJKfxR6viIiotJkluNzo/NVwRWluqqursZBBx2Er776Kun9vXv3xo4dOxJu27FjB3r37h27X9yWaptUXC4XKisrE37SySU4qRWYhFx3fBakio+HZ0oRUZacDjvsdhsafT7Dxo9cgpNaBSnBbrfn9Xg91NXVwWaz5ZRvBIfDgSOOOCKWsXLNTMnyksvlgs1mU6U/CjlfRSL8goiIqJSZ5fjcyHxV8EWptrY2fP311+jTp0/S+0eNGoWVK1cm3Pbqq69i1KhRAICBAweid+/eCdv4/X6sW7cuto2asglOagcmIdsdnwWp4uSORGGXZaObQUQFxGKxoKaqwvDxI5vgpHZBqlA4nU6MGDEiId9IkoSVK1cqzjfRaBQff/xxLGOpmZkkSUJlZaVq/VGI+SoQCCDML4iIiEqeWY7PjcpXBZfMrrvuOrzxxhv49ttvsXbtWpx55pmw2WyYNGkSAGDy5MmYNWtWbPtf//rXWLFiBe6++258/vnnuOWWW/DBBx/gyiuvBNARsK+55hrMmzcP//jHP/Dxxx9j8uTJ6Nu3LyZMmKDJv0FJcNIqMAlKd3wWpIqbl5OdE1GWLFYLanv0MHz8UBKcSrUgJcyYMQP3338/HnnkEWzcuBHTp09HIBDAlClTAHTPTHPnzsUrr7yCb775Bh9++CHOO+88bN68GZdccgkAdTNTKBRSvT8KLV+1tbXB4XCo+vpERFSYzHJ8bkS+Mv/551388MMPmDRpEnw+H+rr6zF69Gi8++67qK+vBwB89913CX+UY445Bk8++SRuuukm3HDDDTjwwAOxfPlyDB06NLbNzJkzEQgEMG3aNDQ3N2P06NFYsWIF3G63Zv8OEZwaGxvh8/kSOlPrwCSIHd/n86GxsbHba7EgVfy84Qha3C6jm0FEBcYs44d4brGaW+fXKvWCFACcc8452LVrF2bPno3t27fj8MMPx4oVK2ITlXfNTE1NTZg6dSq2b9+OmpoajBgxAmvXrsUhhxwS28aIzJSNQspX5eXlsNlsmrSBiIgKT6nmq4IrSj399NNp71+9enW32yZOnIiJEyemfIzFYsHcuXMxd+7cfJuXlWTBCYAugUlIteOzIFUaKkK8bICIcmOW8SNZcGJBKu7KK6+MnR3eVdfMtGDBAixYsCDt8xmVmbJRKPnK5XKhvb1d03YQEVFhKcV8VXBFqWLTOTg1NjYC6Jj0Uo/AJHTd8UVIYkGq+HGycyLKh1nGj87BKRQKIRgMsiBV4gohX3GVPiIiSqbU8hWTmgk4nU7U1tYiHA4jHA6jtrZWt8AkiB1flmW0t7fD7XazIFUCvCxKEVGezDJ+VFRUwO12o729HbIssyBFzFdERFSwzDJ+6JGvmNZMQJKk2GlxQEclUslyxmoLBAKx/w8Gg/wGrwR4g2GAK/ARUZ7MMH6Ib/CStYlKE/MVEREVMjOMH3rkKxalDNZ50s36+nrU19crWs5YbZ2vUe3Tp4/i5SipsNllGS6JRSkiyp0Zxo/Ocxz06dNH8XLGVLyYr4iIqJCZYfzQK1+xKGWgZKvAKFnOWG1dJ01TuhwlFYdy9i8R5cgM40eySTeVLGdMxatQ8lWYl9ATEVESpZavWJQySLplifUMTqlm8WdhqnSUcwU+IsqBGcaPdKvAsDBVmgopXzU1NRlyOSEREZlXKeYrFqUMkC4wCXoEp0zLSrIwVRq4Ah8RZcsM44eSZYlZmDIvu139BaALLV/Z7XZmKyIiiinVfMWilM6UBCZBy+CUaYcXWJgqfjxTioiyEQjshb+11dDxQ0lgEliYMie73Y49e/ao9nyFmK9qampgsVhUe20iIipcZjg+NypfsSilo2wCk6BFcFK6wwssTBU3L/uTiBSKRCJoC+xBZUWFYeNHNoFJULswxUuu8heJRBAIBFTrj0LMVxaLRVFbiYiouJnh+NzIfMWilE5yCUyCmsEp2x1eYGGqeHkiUVhlrsBHRJmFI1GUez2GjR+5BCZBreAkSRL8fn/Oj6cOkUgEXq9Xlf4o5HzFM6WIiEqbGY7Pjc5XLErpIJ/AJKgRnHLd4QUWpoqTRQbKIlGjm0FEBcBht8HrLcv6cWqMH/kEJiHf4CTG82iUn5lq8Hg8qvRHoecrIiIqTWY4PjdDvmJRSmNqBCYhn+CkVmBiYao4lXOycyJSIJ/JqfMZP9QITEKuwanzeF5VVZXz61MiNfqjGPIVERGVFjMcn5shXwEsSmlKzcAk5BKc1A5MLEwVH0+QfUhE2stl/FAzMAnZBqeu47kWK8eVsnz7o1jyFRERlQYzHJ+bIV8JLEppRIvAJGQTnLQKTCxMFZcKnilFRDrJZvzQIjAJSoOTluM5xZmhP8yQr4iIqLiZ4fhcr3yldJVdFqU0oEeAVRKctA5MLEwVD28oYnQTiKiEKBk/tAxMQqZCCAtS+jJDf5ghXxERUeGTkywkZYbjcz3zVSAQULQ9i1Ia8Pv9ugTYdMFJr8CUsOP7fAiFeMZNIfLwTCki0lm64KRHYBJSFUJYkDKGGfrDDPmKiIgKWygUSihMGXJ8bnC+8nq9irZlUUplTqcT0WhUtwCbLDjpHZgSdvzdLQiHI5Ck7pVhMi93JAp7kmo+EZGWkgUnPQOT0LUQwoKUsczQH2bIV0REVLhkWUZTU5Pxx+cG5iuPx6NoO87UqTKr1YqqqipdA6wITo2Njdi2bRsA6B6YrFYranv0gM+3E7ubWuB02HR7bVKHNxhCi9tldDOIqMSI4OTz+bBr1y4AHeOaXoFJEGOm3++H3++HxWJhQcpAZugPM+QrIiIqTE6nE21tbcYen5sgXylhrtYUAUmSDFmVx+l0wuWKFxSUniqnJqvVispy/V+X1OENc14pIjKG1WpFZWVl7PfKykpDAlPnsdPlcrEgZTAz9IcZ8hURERUeq9WaMG4ZdnxugnyViflaVOCsVqviWebV1Nraivb2drjdblgsFsXLGaspFArB1+SH3W6H1WLR9bUpfxWcD4yIDBIKheDz+eBwOOBwOODz+XRfPENcImaxWOB2u9He3p7VcsakLrP0hxnyFRERFZ5IJIJgMGj88bnB+UoJFqVUFolEEAgEdA1Ona9Rra2tVbycsZpCoRAafT44HDb0qK6E08krQwsNJzsnIiN0nuOgrq4OdXV1uq/q2nXOotra2rSrwJG2zNIfZshXRERUmMLhMMrLy409PjdBvlKCRSmVRSIReL1e3YJTsknTlCxnrKaESdNqqmCxWsDzpAqPl0UpItJZskk3lSxnrKZUk2inWgWOtGWW/jBDviIiosLlcDhil+wZenxuYL7y+/2KtmVRSgMej0eX4JRuFn+9dvyEHb5HD1Neo0rKeINhgCvwEZFO0q0Co1dwyrSqGwtT+jJLf5ghXxERUWHrOs+0IcfnBueraDSqaHtWEDSidXBSsqyk1ju+EctKknbssgyXxKIUEWlPyfihdXDKVAARWJjSh1n6wwz5ioiIipMZjs/1zFdVVVWKHpPVxD+SJOGNN97AW2+9hc2bN2PPnj2or6/HEUccgfHjx6Nfv345NbxYdV7OuPPv+VISmITOyxn7fD7VikdJd3ieZVPwykMhBMvcRjeDiIpYNl9odF7OuLGxMW2xIhtKCyBC1/HcZrPl3QYA2LRpU9JMNWrUKLjdpfNZnG9/FFO+IiKi4qbr8XkKeuWrSETZ6u6K/vV79+7FvHnz0K9fP5x88sl46aWX0NzcDJvNhq+++go333wzBg4ciJNPPhnvvvtuXv+QYqP2N3rZBCZB7Yosz5AqXuVcgY+I0pDz/PIhl/FD7W/0si2ACJ3H83xX2X3iiSdw9NFHY9CgQbj++uuxfPlyvPXWW3jggQdw4oknolevXrj88suxefPmvF6nEKjRH8WSr4iIqDSY4fjcLPkKUHim1EEHHYRRo0bh/vvvx89+9jM4HI5u22zevBlPPvkkzj33XNx4442YOnWq8n9BkVPrG71cApOgVkWWBanixhX4iCidUDgCtyu3b9LyGT/U+kYvn8AExMfv3bt3Z/3awhFHHAGn04kLL7wQf//737udZR4MBvHOO+/g6aefxpFHHonFixdj4sSJOb+emanVH8WQr4iIqLSY4fjcLPlKUVHqlVdewZAhQ9Ju079/f8yaNQvXXXcdvvvuu6waUQryDU75BCYh3x2fBanixzOliCgdWZLQ1NKKni4vrFlcwqbG+JFvcMo3MAkVFRUIBoM5PRYA/vCHP6ChoSHl/S6XC8cddxyOO+44/P73v8e3336b82uZnchE+fZH5+cqxHxFRESlyQzH52bIV4panakg1ZnD4cCgQYOybkgpyPVUczUCk5DrqYIsSJUGr8ZLgxJRYXM6HYhEovDt3m3I+JHrqeZqFaQEj8eT82PTFaS6qq2txYgRI3J+LTNzOp2IRqOq9Ech5yte8kdEVNrMcHxudL7KaqJzob29Hf/5z3+wc+fObn+0008/PaeGlIpsv9FTMzAJ2VZkWZAqHZ5IFFZZhmSxGN0UIjIhq9WKmuoKtLTuNWz8yPYbPbULUlrYuXNn0kw1fPhwg1qkPavViqqqKtX6oxDzVTgc1mw5biIiKhxmOD43Ml9lXZRasWIFJk+ejMbGxm73WSwWRKPRnBtTKpQGJy0Ck6B0x2dBqrRYZKAsEkXAkVO9mohKgMNhR11tLRp9PsPGD6XByewFqfXr1+OCCy7Axo0bY5PIWywWyLJc9JkqGAzCbld3rCm0fNXU1ASXy6Xq61MXkrKVn0zPylxGVOzMcHxuVL7K+hPuqquuwsSJEzF79mz06tUrrxcvZZmCk5aBSci047MgVZrKw2EWpYgoLTOMH5mCk9kLUgBw0UUX4aCDDsKDDz6IXr16wVJCZ6nmu5JjKoWUr+x2uyn3y6IhRYCm/xjdCnXUDGdhiqgElGq+yvrTbceOHZgxYwYLUipIFZz0CExCqh2fBanS5QmGAE+Z0c0gIpMzw/iRKjgVQkEKAL755hv8/e9/xwEHHGB0U4pKoeSrysrKvCbNJyKi4lOK+SrrotTPf/5zrF69mpOZq6RrcBL/r0dgErru+JWVlfD5fCxIlaiKMFfgIyJlzDB+dA1OtbW18Pv9pi9IAcC4cePw73//m0UpDRRCvopEiuTSsgKwaeF8zZ575cB+mj33JWdM1Oy5jTD9oZVGNyEn9100zugmUIkptXyVdVFq0aJFmDhxIt566y0MGzYMDocj4f6rr75atcaViq7BSc/AJIgdf9euXTxDqsR5QwzJRKScGcYPEZwaGxtjc17W19ebuiAFAA888AAuuOACfPLJJxg6dGi3TMXFY/LDfEVERIXKDOOHXvkq66LUU089hVdeeQVutxurV69OmP/AYrGwKEVU4Dw8U4qISBfvvPMO3n77bbz00kvd7iv2ic6JjBBqrwWg7gHdTuyj6vNZIaEO21R9TiIiM8u6KHXjjTdizpw5+O1vf8tveVTSeY4DQPlyxmoS16g6nc7Y6YFKlqOk4uOORGGXZURKaMJdIsqdGcYPMcdBJBJBXV0d/H6/ouWMjXbVVVfhvPPOw+9+9zvO1akBs+crAIAsA1K0eFaJMxMp0unvKhnalGzIkGER7RXtL5L9w4oCLbQXyd+fdCTlv6+XUr7KuigVCoVwzjnnsFChklSTbuoZnJJNmqZkOUoqXt5gCC1uLlNNROmZYfxINummkuWMzcDn8+Haa69lQUoDhZCvKisrATkCBH1AO89SVp0cAUJNAACbvf1//90Dtc+U8qJV1eezQEIZAh2//K/9CO4ELIW/+l4FmoxuQm7adxrdAio0QX/mbdIotXyV9b/kggsuwLJly1R58VKXKjBVVFSgsrISfr8fra3qDnRdpZrFX1zDGg6H4fP5IEmF8w0T5c8b5jdCRJSeGcaPVKvAiDkQHA4HGhsbEQqFNGtDPs466yysWrXK6GYUnULJV01NTZBlWdN2EBFRYSnFfJV1yT0ajeLOO+/Eyy+/jOHDh3eblHP+fO1WtygmmZYlTrWcsZoyLSuZajlKKn4VIX5jS0SphUIhNKZZBUaP8SPTssSpljM2k4MOOgizZs3CmjVrSm7xGItGl4gXUr7auXMnQoxVRET0P2Y4PjciX2X9L/j4449xxBFHwGq14pNPPsFHH32U8KOXe++9FwMGDIDb7cbIkSPx3nvvpd3+mWeeweDBg+F2uzFs2DC8+OKLCffLsozZs2ejT58+KCsrw/jx4/Hll19q0vZMgUnQ8hu9TDu8wDOmShMnOyeiVMLhSNqClKDl+JEpMAlmP2PqgQceQHl5Od544w0sWrQICxYsiP0sXLhQldcwa15yuVyIRNQ9K7fQ8lVNTQ1k5ioiIoI5js+NyldZnyllhtPMly1bhhkzZmDJkiUYOXIkFi5ciIaGBnzxxRfo2bNnt+3Xrl2LSZMm4fbbb8epp56KJ598EhMmTMCHH36IoUOHAgDuvPNO/OlPf8IjjzyCgQMH4ne/+x0aGhrw2Wefwe12q9Z2pYFJ0OIbPaU7vMAzpkqPl0UpIkpCkiT4WwNwucsMGz+UBibBzGdMbdq0SdPnN3NekiQJLS0tcLvdqvRHIeYrh8MBp7sMcNUC7pq8X5+6kCKAczsAIBpxd/qvuhl2DzyqPp8VEvbC2/GL83/7hasnYC38OaVaUaD7ubv75yVRWi5H5m06McPxuZH5SrVPt82bN+Ouu+7CokWL1HrKlObPn4+pU6diypQpAIAlS5bghRdewEMPPYTf/va33ba/5557cOKJJ+L//u//AAC33norXn31VSxatAhLliyBLMtYuHAhbrrpJpxxxhkAgEcffRS9evXC8uXLce6556rS7mwDk6BmcMp2hxdYmCot3mC4Y0UgrsBHRJ2EQmHY7TbU9uhhyPiRbWAS1C5M7dmzJ+fHKrFt2zY89thjmDlzZl7PY+a8FAqFYLPZVOmPQs5XVqsNsNqKouBgSrG/6//mZHGrP9F2vcpFKQCQReFMtN9qL4p9RILN6Cbkpgj+9qQzq/J93QzH50bnq6zfYccff3zSeQC2bduGbdu2aV6UCoVCWL9+PWbNmhW7zWq1Yvz48XjnnXeSPuadd97BjBkzEm5raGjA8uXLAXR8U7l9+3aMHz8+dn9VVRVGjhyJd955J2XICgaDCAaDsd9FqEkm18AkqBGcct3hBRamSoddluGSZARtLEoRUZzFakVNuceQ8SPXwCSoFZxaW1sRCASyflwyF110UdLbN2/ejPfeey+volQh5KXKykrs3bs37/4o9HxFRESlyQzH52bIV1kXpQ4//PCE36PRKL755ht89dVXWLp0abZPl7XGxkZEo9Fuyyf36tULn3/+edLHbN++Pen227dvj90vbku1TTK333475syZk3DbpZde2m27fAOTkE9wUiswsTBVOspDIQTL1Lt0lYgKn9Nhh8WaW7E6n/Ej38Ak5BucxHju9Xpzev2umpoSz9oQmWrjxo1YvHhxXs9dCHlJrf4ohnxF2npy4E+MbkJOpj8vPiPeMLQdpW76QyuNboKq7rtonNFNIJjj+Nws+SrrotSCBQuS3v7AAw9g0aJF+NWvfpXtUxasWbNmJXyj6Pf7MW/evIRt1ApMQi7BSe3AxMJUaSgPheFjUYqIOsl3xbRcxg+1ApOQa3DqPJ7bbOpcgvLcc88lvf33v/89li9fnvSLrkKULi+p0R/Fkq+IiKg0mOH4XI98pZRqF8iOGzcOV111lVpPl1JdXR1sNht27NiRcPuOHTvQu3fvpI/p3bt32u3Ff3fs2IE+ffokbNP1zLDOXC4XXC5XyvvVDkxCNsFJq8CUdMfn/ENFhSvwEZEWsglOagcmIdtCSNfxXOs5pSZNmtTtS65sFVJeyrc/1GKGfEUqstqBmuEAgK3YZXBjiIg66Hp8bnC+Ki8vV/Y4VV4dwOuvv47jjz9eradLyel0YsSIEVi5Mn4apSRJWLlyJUaNGpX0MaNGjUrYHgBeffXV2PYDBw5E7969E7bx+/1Yt25dyufMRKvAJChZzljrwKTlcpRkvPIQi1JEpA0l44dWgUlQupyx1uN5Mv/+979xxBFH5PUchZKXBLP0hxnyFanofxOESyjMHyIqLmY4PtczX7W0tCh6TNafdmeddVa323bs2IF169bh+OOPT7j///2//5ft0ysyY8YMXHDBBTjyyCNx9NFHY+HChQgEArHVZSZPnox99tkHt99+OwDg17/+NcaMGYO7774bp5xyCp5++ml88MEH+Otf/wqg43KEa665BvPmzcOBBx4YW+K4b9++mDBhQtbt27NnD4LBoOYBNt03enoFpoSK7O7dqK1WZ54NMp43xQEBEZEa0n2jp3VgEjKdoaN1AaTrpOJAR6Z6/vnnccoppyTcP3/+/Jye38x5qSuj+0MwQ74iIqLCFolEEn435Pjc4HyVbr7JzrIuSlVVVSW97aCDDsr2qXJ2zjnnYNeuXZg9eza2b9+Oww8/HCtWrIhNvPndd98ldPIxxxyDJ598EjfddBNuuOEGHHjggVi+fDmGDh0a22bmzJkIBAKYNm0ampubMXr0aKxYsQJud3Zz6tjtdgQCAfTo0UOXb1STBSe9A1PCjt/UgspyL2RNX5H04IlEYZVlSLwsk4g0kiw4AdAlMAmpCiF6FEA++uijpLcfddRR2LlzJ3bu3Akg97m8zJyXUjGyPzozQ74iIqLCFQ6HEQgE4HQ6jT0+NzBfVVZWKtrWIssy6wcq8fv9mD17NgYNGpTVxF5qEGHN7XYjGAwaEphCwSAaG3fBYgHsVuC8M36MHr0GAhaGNlXJEaB5IwDgmwf/CrssI9ReCxWvxo1ZPWBfBBzqnD5ugYQ6bAMA/LLhtI4bq4cAlsI/Pf23T79ldBNy8odzjzW6CVQIZAlo34ndLQE88/K/4XY74XSVAyoWrEVYs9s7Pg8ikYgugamzzt8eulwutLe3pyyA7NmzB5dccglaWloUBy6K8/v9mDlzJo466ih4PJ6k22TTH1rSMl+FQiG0t7dj4sSJ6NGjhwqtpVSKbfU0onxw9T3t7d69G0899RQCgQA8Ho9xx+cG5yuleUnRX4R1K+UkSUoZsLRUUVEBt9uN9vZ2yLJsyDd4TqcTtTWViEQikLjPFIVyTnZORDpwOp2ora1FOBxGOBxGbW2trgUpIH6GjizLaG9vh9vt1r0AQnFm6Q8z5CsiIio8drs99qWKocfnBucrJRT9VQ499FA8/fTTKSedFL788ktMnz4df/jDH1RpXCGyWq3drh/VQygUQjAYjP0eCAR0b4MkSfC36f+6pB1PkPNKEZH2JEmKXSYFdJxJY8TiGZ3HzmAwmDH35OLEE0/Eu+++m3G71tZW3HHHHbj33ntVb0Oh0KM/MjFDviIiosIjSVLCuGXY8bkJ8lUmiq6b+fOf/4zrr78el19+OX72s5/hyCOPRN++feF2u9HU1ITPPvsMa9aswaeffoorr7wS06dP17rdpiVJElpaWuB2u3WrQna9RjUQCChazlhNkiTBt3s3wuEoetRUIRxs1+V1SVsVPFOKiDTW+TKt+vp6AFC0nLHaOs9Z5PV6U062na+JEyfi7LPPRlVVFU477bSUmerFF1/EKaecgrvuuku11y4kevVHOmbIV0REVJhCoRDsdjt69uxp3PG5CfKVEoqKUuPGjcMHH3yANWvWYNmyZXjiiSewefNm7N27F3V1dTjiiCMwefJk/OpXv0JNTY3WbTa1UCgEm82mW3BKNmlaulVjtJAwi3+PKsACRMOcHLsYeEP6n/VHRKUj1SowqVaN0UqySbTTrQKXj4svvhjnnXcennnmGSxbtgx//etfY0smWywWHHLIIWhoaMD777+PIUOGqPKahUbP/kjFDPmKiIgKl8ViQU1NjfHH5wbmqz179ijaLqsZhkePHo3Ro0fn1KBSUllZib1792oenNLN4q/Xjp+ww9fWwmmXEeLZNUXDw74kIo2kW5Y43XLGaku1qluqVeDU4HK5cN555+G8884DALS0tGDv3r2ora2Fw+FQ5TUKlRH90ZUZ8hWpixM7E5HenE5nwuq5hhyfG5yvlF6yaJ5ztoqICE4OhwONjY2azIGgZFnJiooKVFZWwu/3o7W1VfU2pNvhqTi4I1HYOWk9EalMyfghglM4HIbP59NkDoRUBRBBj/EcAKqqqtC7d28WpEzQH2bIV0REVPgsSVYpNsPxuZ75yuv1KtqeRSmNaBmclAQmQasdnwWp0uHlZOdEpKJsxg8tg1OmAoigV2Gq1JmhP8yQr4iIqLiZ4fhcr3zl8XgUPYZFKQ1pEZyyCUyC2js+C1KlxRvmvFJEpI5cxg8tgpPSAojQdTw3YpXdYpZvfxRLviIiotJghuNzM+QrgUUpjakZnHIJTIJaOz4LUqWnIsR5pYioQz7FmHzGDzWDU86BqdN4LiYmp/yp0R/FkK+IiKi0mOH43Az5CmBRShdqBKd8ApOQ747PglRp4mTnRCSEI1EEAnuzfpwa44cawSmfwATEx3ObzZb1Y6m7PXv2qNIfhZ6viIioNJnh+NwU+SrbB4wdOxZz5szpdntTUxPGjh2bdQNKRT7BSY3AJOS647MgVbq8LEoR0f847Da0BfYYNn7kE5zyDUyC1WpFZWVlzo/v7IILLsCbb76pynMVGrvdjkAgoEp/FHK+krmYCBFRSTPD8bnR+Srr0Xf16tVYtGgRJkyYkLDEXygUwhtvvJFTI0pFLsFJzcAkZLvjsyBV2rzBMMDQTEToKCSUez3wt7YaNn7kEpzUKkgJai2f3NLSgvHjx+PAAw/Ebbfdhi1btqjyvIXAbrfD6/Wq1h+FmK9kWebE+UREZIrjcyPzVU4j8GuvvYbt27fjxz/+Mb799tucX7wUZROctAhMgtIdnwUpsssyXBKLUkTUwestQ2VFhaHjRzbBSe2ClJqWL1+OLVu2YPr06Vi2bBkGDBiAk046Cc8++yzCRX6WaiQSUbwqjxKFmK+ampp4phQREQEwx/G5Ufkqp1G4T58+eOONNzBs2DAcddRRWL16dV6NKDVKgpOWgUnItOOzIEVCOb/JJaJOzDB+KAlOZi5ICfX19ZgxYwb+/e9/Y926dTjggANw/vnno2/fvrj22mvx5ZdfGt1ETWixgmGh5atIJMJsRUREMaWar7IeiS0WCwDA5XLhySefxK9//WuceOKJWLx4cd6NKSXpgpMegUlIteOzIEWdlXMFPiLqwgzjR7rgVAgFqc62bduGV199Fa+++ipsNhtOPvlkfPzxxzjkkEOwYMECo5tXMAopX9XU1GjaBiIiKjylmK/s2T6g62nGN910E4YMGYILLrhAlQaVEhGcfD4fGhsbUVdXBwC6BSZB7Ex+vx8A4PV6WZCiBGVFfhkJEeXGDOOHCE6NjY3w+Xyora1FIBAoiIJUOBzGP/7xDzz88MN45ZVXMHz4cFxzzTX45S9/GZtM/bnnnsNFF12Ea6+91uDWFo5CyVcAEI1GNW8HEREVllLLV1kXpTZt2oT6+vqE284++2wMHjwYH3zwgWoNKxWdg9OuXbsAdOwAegUmofOO7/f7YbFYWJCimAqeKUVEKZhh/OgcnLZt2wYApi9IAR3TIUiShEmTJuG9997D4Ycf3m2b448/HtXV1bq3rdAVQr7iJOdERJRKKeWrrItS/fv3T3r7oYceikMPPTTvBpUisbx0Y2MjgI6ONuJ0bq/XG6vGulwuFqQoxsvgTERpmGH8cDqdcLlcaG9vj7XJ7BYsWICJEyfC7Xan3Ka6uhqbNm3SsVXFg/mKiIgKmRnGDz3yFS9kN4FQKASfzweHwwGHwwGfz6f7t2fiGlWLxQK324329nZFy1FSafBEorByhSAiSsIs40drayva29vhdrthsVgUL2dspPPPPz9tQYryw3xFRESFyizjhx75KuszpUhdXSfdBJAwB4Ie1dBkk6aJCcwAmP7yB9KeRQbKIlEEHPzIIKI4s4wfXSfdFGOrmAOBk0mXnkLIVy6XS/M2EBFR4Sm1fMWUZqBkq8AoWc5YTalm8c+0HCWVHi8nOyeiTswyfiRbBUbJcsZUvAolXwUCAU3bQEREhacU8xWLUgZJtyyxXsEp07KSLExRZ94g55Uiog5mGT/SLUvMwlRpKqR81dbWhkgkokkbiIio8JRqvmJRygDpApOgdXDKtMMLLEyRUMEzpYgIgCzJ8O3ebfj4kS4wCSxMmZfT6VS9PwotX5WXlyPMsZWIiGCe43Mj8hWLUjpTEpgErYKT0h1eYGGKAMAb4re5RKVOlmU0tbQaPn4oCUwCC1PmZLVa4ff7VeuPQsxXXq8XDodDldcmIqLCZZbjc6PyFYtSOsomMAlqB6dsd3iBhSny8NtcopIXCkcQiURRV1tr2PiRTWAS1C5M8ZKr/AWDQUSjUVX6o5Dzld3OBUSIiEqZWY7PjcxXLErpJJfAJKgVnHLd4QUWpkqbOxKFXZaNbgYRGUiWJNRUVxg2fuQSmAS1glMoFEJLS0tOj6U4WZZRVVWlSn8Uer4iIqLSZJbjc6PzFYtSOsgnMAn5Bie1AhMLU6WNk50TlTan0wGHI7czO/IdP/IJTEK+wUmM5zabLafXp0R2u12V/iiGfEVERKXFLMfnZshXLEppTI3AJOQanNQOTCxMlS5vmJesEJWyfMYwIPfxQ43AJOQanDqP55WVlXm1geLU6I9iyVdERFQazHJ8boZ8BbAopSk1A5OQbXDSKjCxMFWaKkKcV4qI8pPt+KFmYBKyDU5ajOcUZ4b+MEu+IiKi4maW43Mz5CuBqUojWgZYpcFJ68DEwlTp4WTnRKQGpeOHFoFJUBqcWJDShxn6wyz5ioiIipNZjs/1yld+v1/RY5isNBCJRDQPsJmCk16BiYWp0uJlUYqIVJJp/NAyMAmZCiEsSOnLDP1hlnxFRESFresYZpbjcz3zVTQaVbQ905XKLBYLWlpadAmwqYKT3oEptuO3tqK1LaDpa5GxvMEwwBX4iEglqYKTHoFJSFUIYUHKGGboD7PkKyIiKlyhUAjh/32hb9jxucH5qqqqStG2uS2hQym5XC7YbDbdAqwITj6fD42NjaitrYXf79c9MFVUVACyDL+/GZ5IFLKkrCpKhcUuy3BJMoI2i9FNIaIiIUJR51O89QpMgiiENDY2wufzobKyEj6fjwUpg5ihP8ySr4iIqDBZLBY0NTXBbrcbd3wOY/OV3a6s3MSilMpkWUZlZaWuAVYEp8bGRjQ2NgIA6uvrdQ9MHYWpMJpbWuF0cLnsYlUeCiFY5ja6GURURLoGJz0DkyAKIbt27eIZUiZghv4wS74iIqLC43Q6Y9P6AAYen8PYfKUEkxYRZaWcK/ARERERERGRCliUUpnFYoHf71e8/KEaxDWqkUgkdkqgkuWM1dba2gp/awDlXg8cdu5axaqMk50Tkco6z3Fg1OIZYs4icYZOJBLJajljUpcZ+sMs+YqIiApPKBRCNBo1/vjc4HylBCsHKgsGg4hGo7oFp66TprlcLkXLGautoyDVisoKL7zeMthtvHyvWFXwTCkiUlHXSTeNWNW16yTaLpcr7SpwpC0z9IdZ8hURERUmWZZRU1Nj7PG5wfkqEoko2o5FKZXJsoyqqipdglOqWfwzLWesttgOX1GBinKvpq9FxvMyiBORSlKtAqNncEq1qluqVeBIW2boD7PkKyIiKlxOpxMOhwOAgcfnBuerlpYWRduyKKUBu92ueXDKtKykXju+nstKkjl4IlFYZdnoZhBRgcs0fugRnFIVQAQWpvRlhv4wS74iIqLC1nUMM8vxuZ75yqbw6ikWpTSiZXDKFJgErXd8FqRKk0UGyiJRo5tBRAVM6fihZXDKVAARWJjShxn6wyz5ioiIipNZjs/1yleVlZWKHsOilIa0CE5KA5Og1Y7PglRp83KycyLKUbbjhxbBSWkBRGBhSltm6A+z5CsiIipuZjk+N0O+EgquKHXhhRfCYrEk/Jx44okZH3fvvfdiwIABcLvdGDlyJN57772E+9vb23HFFVegtrYW5eXlOPvss7Fjx46826tmcMo2MAlq7/gsSJE3yPBNVIryPfjPdfxQMzjlGpg6j+d+vz+vNuhBlmXMnj0bffr0QVlZGcaPH48vv/wy7WNuueWWbhlr8ODBCduonZfU6I9iyVdERFQazHJ8boZ8BRRgUQoATjzxRGzbti3289RTT6XdftmyZZgxYwZuvvlmfPjhhzjssMPQ0NCAnTt3xra59tpr8c9//hPPPPMM3njjDWzduhVnnXWWKu1VIzjlGpgEtXZ8FqQIACp4phRRSQqFwgiHla2k0lW+44cawSmfwATEx/No1PyXMN95553405/+hCVLlmDdunXwer1oaGhAe3t72scdeuihCRlrzZo1CfermZcikYgq/VEM+YqIiEqLWY7PzZCvCrIo5XK50Lt379hPTU1N2u3nz5+PqVOnYsqUKTjkkEOwZMkSeDwePPTQQwCAlpYWPPjgg5g/fz7Gjh2LESNG4OGHH8batWvx7rvvqtLmfIJTvoFJyHfHZ0GKBG8ot4NSIipsFqsVTc2tho0f+QSnfAOT4HQ6UVVVldNj9SLLMhYuXIibbroJZ5xxBoYPH45HH30UW7duxfLly9M+1m63J2Ssurq62H1q5iWLxYKWlhZV+qPQ8xUREZUmsxyfG52vCrIotXr1avTs2RMHH3wwpk+fDp/Pl3LbUCiE9evXY/z48bHbrFYrxo8fj3feeQcAsH79eoTD4YRtBg8ejP322y+2TTLBYBB+vz/hJ51cgpNagUnIdcdnQYo68/BMKaKS5HTYYbfb0OjzGTZ+5BKc1CpICXa7Pa/Ha23Tpk3Yvn17Qq6pqqrCyJEj0+YaAPjyyy/Rt29f7L///vjVr36F7777LnafmnnJ5XLBZrOp0h+FnK8iEX7JQ0RUysxyfG5kviq4otSJJ56IRx99FCtXrsQdd9yBN954AyeddFLKU+kbGxsRjUbRq1evhNt79eqF7du3AwC2b98Op9OJ6urqlNskc/vtt6Oqqir2069fv4ztzyY4qR2YhGx3fBakqCt3JAq7LBvdDCLSmcViQU1VheHjRzbBSe2CVCEQ2SVd9klm5MiRWLp0KVasWIH77rsPmzZtwrHHHhv7G6uZlyRJQmVlpWr9UYj5KhAIIMwveYiISp5Zjs+NylemTmZPPPEEysvLYz9vvfUWzj33XJx++ukYNmwYJkyYgH/96194//33sXr1at3bN2vWLLS0tMR+vv/+e0WPUxKctApMgtIdnwUpSoWTnROVJovVgtoePQwfP5QEp1IpSHXNS7kWOk466SRMnDgRw4cPR0NDA1588UU0Nzfjb3/7W17tS5aXQqGQ6v1RaPmqra0NDodD1dcnIqLCZJbjcyPylanT2emnn44NGzbEfo488shu2+y///6oq6vDV199lfQ56urqYLPZuq0Ms2PHDvTu3RsA0Lt3b4RCITQ3N6fcJhmXy4XKysqEH6XSBSetA5OQacdnQYrS8eY42TERFT6zjB/pglOpFKSA7nlJzAOVLvsoUV1djYMOOiiWsYzIS9kqpHxVXl5u+ktBiYhIP6War0yd0CoqKnDAAQfEfsrKyrpt88MPP8Dn86FPnz5Jn8PpdGLEiBFYuXJl7DZJkrBy5UqMGjUKADBixAg4HI6Ebb744gt89913sW20kCw46RWYhFQ7PgtSlElFiJccEJUys4wfyYJTKRWkgO556ZBDDkHv3r0Tco3f78e6deuyyjVtbW34+uuvYxnLqLyUrULJV16vV9M2EBFR4SnFfFVQX8+0tbVhzpw5OPvss9G7d298/fXXmDlzJg444AA0NDTEths3bhzOPPNMXHnllQCAGTNm4IILLsCRRx6Jo48+GgsXLkQgEMCUKVMAdEz+efHFF2PGjBno0aMHKisrcdVVV2HUqFH48Y9/rOm/SQSnxsZGNDY2AuiY9FKPwCSIHd/n86GxsREulwvt7e0sSFFanOyciMwyfojX8vv9CIVCCAaDJVOQSsZiseCaa67BvHnzcOCBB2LgwIH43e9+h759+2LChAmx7brmpeuuuw6nnXYa+vfvj61bt+Lmm2+GzWbDpEmTABibl7JVCPmKq/QREVEypZavCqooZbPZ8J///AePPPIImpub0bdvX5xwwgm49dZb4XK5Ytt9/fXXsQACAOeccw527dqF2bNnY/v27Tj88MOxYsWKhAlAFyxYAKvVirPPPhvBYBANDQ1YvHixLv8up9OJ2traWJv1DEyC2PG3bduG9vZ2uN1uFqQoLS+LUkQE84wf4iC/vb0dAEq2ICXMnDkTgUAA06ZNQ3NzM0aPHo0VK1bA7XbHtumal3744QdMmjQJPp8P9fX1GD16NN59913U19fHtjEyL2WL+YqIiAqVWcYPPfJVQRWlysrK8PLLL2fc7ttvv+1225VXXhn7JjAZt9uNe++9F/fee28+TcyJJEnw+/2x3/1+vyFhOhAIxP4/GAwiFArpHt6ocHiDYUCWAYvF6KYQkcHMMH6Ib/A6t6mUD/4tFgvmzp2LuXPnptyma156+umnMz6vkXkpW8xXRERUyMwwfuiRr0r3K0ST6DzHQX19Perr6xUtZ6y2zteo9unTR/FylFS67LIMlyQb3QwiMpgZxo/Ocxz06dNH8XLGVLyYr4iIqJCZYfzQK1+xKGWgZJNuKlnOWG1dJ01TuhwlUTn3DaKSZobxI9mkm0qWM6biVSj5KszL4ImIKIlSy1csShkk3SoweganVLP4szBFSpRzBT6ikmWG8SPdKjAsTJWmQspXTU1Nup61RURE5leK+YpFKQMoWZZYj+CUaVlJFqYokzJ+y0tUkswwfihZlpiFKfOy29Wf1rTQ8pXdbme2IiKimFLNVyxK6UxJYBK0DE6ZdniBhSlKp4JnShGVnEBgL/ytrYaOH0oCk8DClDnZ7Xbs2bNHtecrxHxVU1MDCxcLISIimOP43Kh8xaKUjrIJTIIWwUnpDi+wMEWpeLkvEJWUSCSCtsAeVFZUGDZ+ZBOYBLULU7zkKn+RSASBQEC1/ijEfGWxWLgKHxERmeL43Mh8xaKUTnIJTIKawSnbHV5gYYqS8USisMpcgY+oVIQjUZR7PYaNH7kEJkGt4CRJEvx+f86Ppw6RSARer1eV/ijkfMUzpYiISpsZjs+NzlcsSukgn8AkqBGcct3hBRamqCuLDJRFokY3g4h04rDb4PWWZf04NcaPfAKTkG9wEuN5NMrPPTV4PB5V+qPQ8xUREZUmMxyfmyFfsSilMTUCk5BPcFIrMLEwRV15Odk5UcnIZ3LqfMYPNQKTkGtw6jyeV1VV5fz6lEiN/iiGfEVERKXFDMfnZshXAItSmlIzMAm5BCe1AxMLU9SZN8j+JyJlchk/1AxMQrbBqet4rsXKcaUs3/4olnxFRESlwQzH52bIVwKLUhrRIjAJ2QQnrQITC1MkVPBMKSLKQjbjhxaBSVAanLQczynODP1hhnxFRETFzQzH53rlK6Wr7LIopQE9AqyS4KR1YGJhigDAG4oY3QQiKjBKxg8tA5OQqRDCgpS+zNAfZshXRERU+OQki0GZ4fhcz3wVCAQUbc+ilAb8fr8uATZdcNIrMCXs+D4fQiGeNVNqPDxTiohykC446RGYhFSFEBakjGGG/jBDviIiosIWCoUSClOGHJ8bnK+8Xq+ibVmUUpnT6UQ0GtUtwCYLTnoHpoQdf3cLwuEIJKl7ZZiKkzsShT3JNwFERJkkC056BiahayGEBSljmaE/zJCviIiocMmyjKamJuOPzw3MVx6PR9F2nKlTZVarFVVVVboGWBGcGhsbsW3bNgDQPTBZrVbU9ugBn28ndje1wOmw6fbaZDxvMIQWt8voZhBRARLByefzYdeuXQA6xjW9ApMgxky/3w+/3w+LxcKClIHM0B9myFdERFSYnE4n2trajD0+N0G+UsJcrSkCkiQZsiqP0+mEyxUvCig9VU5NVqsVleX6vy4ZzxvmvFJElDur1YrKysrY75WVlYYEps5jp8vlYkHKYGboDzPkKyIiKjxWqzVh3DLs+NwE+SoT87WowFmtVsWzzKuptbUV7e3tcLvdsFgsipczVlMoFIKvyQ+73Q6rxaLra5OxKjiXGBHlIRQKwefzweFwwOFwwOfz6b54hrhEzGKxwO12o729PavljEldZukPM+QrIiIqPJFIBMFg0Pjjc4PzlRIsSqksEokgEAjoGpw6X6NaW1ureDljNYVCITT6fHA4bOhRXQmnk1eGlhJOdk5Eueo8x0FdXR3q6up0X9W165xFtbW1aVeBI22ZpT/MkK+IiKgwhcNhlJeXG3t8boJ8pQSLUiqLRCLwer26Badkk6YpWc5YTQmTptVUwWK1gOdJlRYvi1JElINkk24qWc5YTakm0U61Chxpyyz9YYZ8RUREhcvhcMQu2TP0+NzAfOX3+xVty6KUBjwejy7BKd0s/nrt+Ak7fI8eprxGlbTnDYYBrsBHRFlItwqMXsEp06puLEzpyyz9YYZ8RUREha3rPNOGHJ8bnK+i0aii7VlB0IjWwUnJspJa7/hGLCtJ5mSXZbgkFqWISBkl44fWwSlTAURgYUofZukPM+QrIiIqTmY4PtczX1VVVSl6DKsIGtIqOCkJTIJWOz4LUtRVuQknzSMi88lm/NAqOCktgAgsTGnLLP1hhnxFRETFzQzH53rlq65ni6VsjyqvTimpHZyyCUyC2js+C1KUTDlX4CMqenKel+nmMn6oHZyyLYAIncdzI1bZLVZq9Eex5CsiIioNZjg+N0u+AliU0oVawSmXwCSoteOzIEWplHGyc6KiFwpHIOd4qW4+44dawSmfwATEx/NAIJDT61MitfqjGPIVERGVFjMcn5slX7GioJN8g1M+gUnId8dnQYrSqeCZUkRFT5YkNLW0GjJ+5Buc8g1MQkVFRWw1HcqP3+9XpT8KPV8REVFpMsPxuRnyFasKOso1OKkRmIRcd3wWpCgTL+eUIip6TqcDkUgUvt27DRk/cg1OahWkBI/Hk9fjqSOPRKNRVfqjkPMVC1hERKXNDMfnRucrVhZ0lm1wUjMwCdnu+CxIkRKeSBTWPOebISJzs1qtqKmuMHT8yDY4qV2QInVYrVZUVVWp1h+FmK/C4bBmy3ETEVHhMMPxuZH5itUFAygNTloEJkHpjs+CFCllkYGySNToZhCRxhwOO+pqaw0dP5QGJxakzCsYDCpelUepQstXTU1NsFgsqr4+EREVJjMcnxuVr1hhMEim4KRlYBIy7fgsSFG2vJzsnKgkmGH8yBScWJAyt3xXckylkPKV3W7nfklERDGlmq9YZTBQquCkR2ASUu34LEhRLrxBXoZAVCrMMH6kCk4sSJW2QslXNTU1PFOKiIgSlGK+YqXBYF2Dk56BSei64weDQRakKCcVPFOKqKSYYfzoGpyCwSALUlQQ+YoFKSIiSqbU8pW6F/NTTkQ48vv9AKBrYBLEjr9r1y4WpChn3lDE6CYQkc7MMH6I4NTY2IjGxkYAQH19PQtSJma1WhGJRDSd6NvlcsHj8aC5uRkAUF5eDpfLpfvk4lVVVdi9ezfa29tht9tRWVmJSCSCcDiMSCSClpYWXdtDRETaamlpiX3O5yPV+KGnyspK7N69Gzt37gQA9OjRAwAUjaVK28qiFBGpxsMzpYiISIHq6mr4fD7Ni5eRSCTh0gfxBaCeJEmKBXOLxYJgMAiLxQJJkiDLMl588UXVJ33vSpZlhEKh2N/C5XIZ8sVj54M0h8Oh+b87GUmSEAwGAXQUR51Op+5nrbE/4tgfceyPDsXQH5FIBM3NzbBYLHm1PdX4oSdZlhGJRGJzQe7cuVPxvynTKoICi1Im0PmUciB+xpSeZ0uJa1SdTicqKyvh8/ng8/l4thRlxR2Jwi7LiPCSBKKSYYbxQ8xxEIlEUFdXB7/fj8bGRl6+Z2IiVGu5j4RCIUSjUdhsNgBANNqxQqye+0Q0GkU4HIbFYoHD4UAoFEI4HIbT6YTVaoUsy3C5XHA4HJq1QZZlNDU1IRKJoLq6Gm1tbWhra0NNTY2mr9tVIBBAIBBAeXk5AKCtrQ3l5eXwer26tSEcDsPv98Nut6O8vBzNzc2IRqO6zu/F/ohjf8SxPzoUS3+Ew2FYrda8ilKZxg89SJKEcDgMWZbhdDoRDodjbRBja6bHK8GilMFSzXGgZ2Eq2aRpdXV1aGxsZGGKsuYNhtDidhndDCLSgRnGj2STbtbW1sLn87EwZXL5foOcTjAYRDQahd1uh8vlit0mvvkWt2lJvJbVao1902+xWBIOLICOb+C12kfF+0OSJPTs2RNOpxMejwc+nw8tLS26vT9aW1uxZ88eVFdXx7Kt3W6PHQDrlXdbWlrgcrlin01OpxONjY3w+/26fl6xP9gfnbE/OhRbf4gxLpe/W6bxQ4+zx0RBCug4W81ut8NmsyEYDMaKZZnOHlNazGSlwUCpClKZljNWU6pZ/DMtR0mUijfMeaWISoEZxo9Uq8BkWs6YipsoPnUuSAHxUB2JRGKXp2hFzJdlsVgSDh7sdjucTidkWUYwGCyJ9wfzbgf2Rxz7I4790YH9EWeW8SMYDMbOkBLFJ1EkEwUytea3YlHKIJlWgdFjx8+0rCQLU5SLcs4rRVT0zDB+ZFqWmIUpc9PqUpBUBSlBj8JUqgMKofOBRTQaLer3B/NuB/ZHHPsjjv3Rgf0Rl834oVVhKlVBStCiMMWilAGULkus5Y6f6QNIYGGKsuUNsShFVMzC4QgafT5Dx49MAVZgYcq8rFar6pkiU0FK0LIwlemAQuh8YNHc3FyU7w/m3Q7sjzj2Rxz7owP7Iy6X8UPtwlSmgpSgdmGKRSmdKd3hBS12fKUfQAILU5QNL8+UIipakiShqbnV0PFDaYAVWJgyr0gkotqp/0oLUoIWhSmlBxSCzWaLtaHY3h/Mux3YH3Hsjzj2Rwf2R1y244cWhSmlBSlBzcIUi1I6ynaHF9Tc8bP9ABJYmCKlvMEw8L8lQ4mouIRCYdjtNtT26GHI+JFtgBXUDrJ79uzJ6/EUXwlPjW9Y/3979x4eRX3vD/w9e8tlk00gYkJUlNYLalEUMabSYgsP+JMjYqkVD4JtwUsLPkVOK9oj4DnaUi+tHKzK8TlWHz1YWnrwUrX4ICBoRSy3443mUUTgNARMQnaTzWUv8/39sX53dpO9zO7OzG4279fz5NFsZndn+czM9zPv3Z1vpoGUZGQwlekJhWSz2TBs2LCi2j/Y70awHhrWQ8N6RLAemmzHDyODqUwDKcmoYKqgQqkNGzZg6tSpqKmpgaIo2Ldv34Blent7sXDhQtTU1KCiogKzZs3CsWPHUj6uEALLly/HyJEjUVZWhilTpuCTTz6JW6a9vR1z5syBx+NBdXU15s+fj66uLsNeW7YbvGTEhp/tAUhiMEV6OIRAicpQiqgYKTYbhlVV5mX8yLaBlYxqZDs7O+H3+7O6r5X09FSJrF+/HmPGjEFpaSnGjh2L1157Le7venoqvZxOZ86NbLaBlGREMJXtCYXkdDqLav9gv8t6xGI9NKxHBOuhyXX8MCKYyjaQkowIpgoqlPL7/Zg4cSIeeOCBpMvccccd+POf/4z169dj27ZtaG5uxne+852Uj/vggw9i9erVWLNmDXbu3Am3241p06aht7c3usycOXPw0UcfYdOmTXjllVewfft23HLLLYa8rlw3eCmXDT/XA5DEYIr0cPPrMURFyeV0QLFld4HqXMaPXBtYKddGVo7nbrc7q+e3kp6eqr933nkHN9xwA+bPn4+9e/di5syZmDlzJj788MPoMnp6Kr1kE55tI5trICXlEkzlekIhFdP+MdT7XdZDw3poWI8I1kNj1PiRSzCVayAl5RpMFVQoNXfuXCxfvhxTpkxJ+Hev14unnnoKv/nNb/Dtb38b48ePx9NPP4133nkH7777bsL7CCGwatUq3HPPPbjmmmtwwQUX4Nlnn0VzczNefPFFAMD+/fuxceNG/Nd//RcaGhowceJEPProo1i3bh2am5tzek1GbfBSNhu+UQcgicEUpVPJi50TFaVcZ0zLZvwwqoGVsm1kY8fz8vLynNbBCul6qkT+4z/+A1deeSV+9rOf4dxzz8V9992Hiy++GL/97W8B6OupMpVtI2tUICVlE0wZdUIhFcv+MZT7XdZDw3poWI8I1kNj9PiRTTBlVCAl5RJMFVQolc7u3bsRDAbjGqwxY8Zg1KhR2LFjR8L7HDx4EC0tLXH3qaqqQkNDQ/Q+O3bsQHV1NS655JLoMlOmTIHNZsPOnTuTrk9fXx98Pl/cTyyjN3gpkw3f6AOQxGCKUinjxc6JKIlMxg+jG1gp00bWrPG80OzYsWNAiDVt2rRov6Snp0okXb+UaSNrdCAlZRJMGX1CIXH/0Ay2fpf10LAeGtYjgvXQmDV+ZBJMGR1ISf3Hc70ZwaAKpVpaWuByuVBdXR13e21tLVpaWpLeRy6T7D4tLS04+eST4/7ucDgwfPjwpI8LACtXrkRVVVX057TTTov+zewGVs+Gb9YBSGIwRcnwk1JElIqe8cOsBlbS28gOlUAKiPRD6foleVuyZRJJ1S9JeoMpswIpSU8wZdYJhcT9QzNY+l3WQ8N6aFiPiKFYj2TXnjR7/NATTJkVSEmx47neT0vlLZRau3YtKioqoj9vvfVWvlYla3fffTe8Xm/058iRIwAis/JY0cCmOhCZfQCS4g5E7e0MpggArylFROmlamTNbmCldI3sYAmkCr2nStYv9ZcumDI7kJJSBVNmn1BI3D80Bdfvsh6sB1iPWKyHRtajq6trwBhm1fiRKpgyO5CS5Hiue3lT1kKHGTNmYN++fdGf2K/OJVNXV4dAIICOjo64248dO4a6urqk95HLJLtPXV0djh8/Hvf3UCiE9vb2pI8LRJoWj8cT9+NwOOD3+y1rYBMdiKw6AElxB6ITXghVgHOvDW3loTBsglsBEaWWqJG1qoGVkjWygyWQArLrqRKpq6tL2y/J25Itk0iifimZZMGUVYFU7Dr3D6asOqGQuH9oCq7fZT1YD7AesVgPTWVlJSoqKqCqanQdrB4/EgVTVgVSks1mg9Pp1LesqWuSQmVlJc4888zoT1lZWdr7jB8/Hk6nE5s3b47e1tTUhMOHD6OxsTHhfUaPHo26urq4+/h8PuzcuTN6n8bGRnR0dGD37t3RZbZs2QJVVdHQ0JDR63I4HHC73ZY2sLEHora2NksPQJLL5cJJNTUIBsNo7/AhEMhuamcqDooAykLhfK8GEQ0CsY1sa2srWltbLWtgpf6NbFtb26AJpIDseqpEGhsb4/olANi0aVO0X9LTUxmhfzDV09NjaSAlxQZTPT09lp5QSNw/NAXT77IeAFgPifXQsB4at9sNm82GcDict/EjNpjq7e1Fb2+vZYGUpHeCnIK6plR7ezv27duHjz/+GEAkcNq3b1/0OgVVVVWYP38+lixZgq1bt2L37t34wQ9+gMbGRlx22WXRxxkzZgxeeOEFAJF/iMWLF+P+++/Hyy+/jA8++ADz5s1DfX09Zs6cCQA499xzceWVV+Lmm2/Ge++9h7/+9a9YtGgRZs+ejfr6+oxeg6qqeZmVp7KyEqWlpdGNzcoDkORyuVAzzINQKASVn5IZ8ty82DkR6eRyuVBTU4NgMIhgMIiamhrLGlhJNrKyeSstLR0UgVQy6XoqAJg3bx7uvvvu6O8/+clPsHHjRvz617/G3//+d9x7773YtWsXFi1aBEBfT2UUGUwJIaCqasZfBTCKPIFQVRVCCEtPKCTuH5qC6XdZDwCsh8R6aFgPjcPhyPv4ERtMWR1IZaKgQqmXX34ZF110EaZPnw4AmD17Ni666CKsWbMmuswjjzyCf/qnf8KsWbPwzW9+E3V1ddiwYUPc4zQ1NcHr9UZ/v/POO3H77bfjlltuwYQJE9DV1YWNGzeitLQ0uszatWsxZswYTJ48GVdddRUmTpyIJ598MuPXYLPZMpr+0CiBQCDuugfJLq5mJlVV4euy/nmpMLn7eF0pItJHVdW4Gdl8Pl9erlEYO3b29fXpnl66EOnpqQ4fPoyjR49Gf//617+O559/Hk8++SQuvPBC/OlPf8KLL76Ir33ta9Fl9PRURgnGvLkhhMhLfxUKhSBi3mgL5uENF+4fmoLpd1kPAKxHLNYjgvXQyK/MSfkaP2KfNxgMFuQ1oBUh+JEWo/h8Ptxzzz049dRTUVtba1kq3P87w36/3/KPKUa/MxzoQ5XHjWBfL66fPgHDa0cDSkFln4OfCAEd+wEAnz31JBxCINBbgwLLmHGkqgLvn3xS9HcFKk5C5OTnn6ddHbmx+lxAKby0PlN3rSusiwrr9avZ38j3KtBgIFSg9zjavX6sf/1/UVrqgqukAtD5kex0+l9zAkBevnYQe80Jt9ud8joY3d3dWLBgAbxeb8rrI1FiPp8PDzzwACoqKpJebyL2GlJOp9PS62BI/a8BEgwGDf0aoTxhGTlyZNKecTDuH2YpqH6X9WA9YrAeEayHxu/3o7m5GQBQWlpq+PihR/9rSAGw/GuEwWAQP//5z9P2S4V1FlsEAoEA7HZ7yukojX6+/ju7nulBjRR3ABpeBafTAZvNmJMVGrzKeV0xIkoj0UVQ9UwvbbT+F0HVO700maP/Rc3TzcpnhkQXpU01K58ZuH9oCq7fZT1Yjy+xHhGshyYQCODEiRN5Hz/6v5mTalY+s+gdrxlKmcDj8Viy4aeaVcGqA1HcAaimBi6XvivsU/HjNaWIKJVUs/JY2cgmm5WHwVR+JJtlz8pgKtUsSVadWHD/0BRcv8t6sB5fYj0iWA+NrIfD4YDdbo+70LeV40eyTxdbGUxl8vgMpUxgxYavZ5pPsw9EVk/zSYNLaSgMB78dTEQJ6Bk/rGhk000TzWDKWskCKcmKYErPtN1mn1hw/9AMln6X9dCwHhGsh2Yo1qO6ujpv40e6r7tbEUzJ8VzvVwQZSpnEzA1fzwFIMutAxECK9ODFzomov0zGDzMb2XQNrMRgyhrpAinJzGBKTyAlmXViwf1DM9j6XdZDw3pEsB4a1kNj5vih9/qLZgZTseO53mtAMpQykRkbfiYbvGT0gYiBFOnlDvK6UkSkyWb8MKOR1dvASv3H83zMAlfM9AZSkhnBVCaBlGT0iUWx7B9Dud9lPTSsRwTroWE9NGaMH5lOCGJGMJXpeC4xlDKZkRt+Nhu8ZNSBiIEUZaKC15UiKiq5nPznMn4Y2chm2sBKseO51+vN+vkpXtYNrIHBVDaBlGTUiUUx7R9Dvd9lPTSsRwTroWE9NEaOH9nOUGtkMJXteA4wlLKEERt+Lhu8lOuBiIEUZcodYChFVEyCoTD8/p6M72fE+GFEI5ttAyvJ8dxut2d8XxooFArlNEW2EcFULoGUlOuJRbHtH+x3WY9YrEcE66FhPTRGjB/ZBlKSEcFULoEUwFDKMrls+EZs8FK2ByIGUpQNzsBHVFycDju6/N15Gz9yaWRzbWAlm80Gj8eT9f0pwmazQVXVrBvY2MfJNpgyIpCSsj2xUFUVHR0dRbV/sN+NYD00rEcE66FhPTS5jB+5BlJSLsFUroEUwFDKUtls+EZu8FKmByIGUpQtd18Q4Ax8REXD4XCgwl0OX2dn3saPbBpZoxpYyYixeKhTFCUaKOUqm2DKyEBKyvTEQgiBcDiMUChUdPsH+90I1kPDekSwHhrWQ5Pp+GFkICVlE0wZEUgBDKUsl8mGb8YGL+k9EDGQolw4hECJylCKqJi43WXwVFbmdfzIpJE1uoElYwghDGmipUyCKTMCKUnviUXsCcWwYcOKbv9gv6thPTSsRwTroWE9NNmMH0YFUlImwZRRgRTAUCov9Gz4Zm7wUroDEQMpMoKb06cTFZ1CGD/0NLIMpAqXkdNPS3qCKTMDKSndiUXsCYXD4YDT6TR8HQph/2C/q2E9NKxHBOuhYT00mYwfRgdSkp5gyshACmAolTepNnwrNngp2YGIgRQZpZIXOycqSoUwfqRqZBlIDU2pgikrAikp2YlF/xMKM9ehEPYP9rsa1kPDekSwHhrWQ6N3/DAjkJJSBVNGB1IAQ6m8SrThW7nBS/0PRAykyEhlvNg5UdEqhPEjUSPLQGpoSxRMWRlISf1PLPqfUFgxi2Mh7B/sdzWsh4b1iGA9NKyHJt34YWYgJSUKpswIpADA/FdDKckNv62tDV988QWAyA5p1QYvyZ3c5/PB5/NBURQGUmQIflKKqLgVwvghG9nW1lYcPXoUABhIDXEymOrr64u+0yxvs7K/kk27DMYURYmeUJjxFcZECmH/YL+rYT00rEcE66FhPTSpxg+ryOcKBALo6emJ3mZkIAXwk1IFof/00h6PJy8z+7jd7uj/l5SUMJAiQ/CaUkTFrxDGD5fLFdckxa4TDU02my3uek1OpzMv/VXsOiiKYukJhVQI+wf7XQ3roWE9IlgPDeuhKYTxw+FwQFGUhOtkFIZSBSAQCKCtrQ1OpxNOpxNtbW26pqM0kvyIpqIoKC0tRW9vr67pQYnSKQ+FYROcgY+oWBXK+NHZ2Yne3l6UlpZCURTd00tT8Yr9yp6eWfnMIL/uoCgKbDZb9HerFcL+wX5Xw3pEsB4a1kPDekQUyvghv7pns9mgKEraWfmywVAqz2K/o3rSSSfhpJNO0jUdpZH6f2e4pqZG1/SgRHooAigLhfO9GkRkgkIZP2KvOVFTU6N7emkqXrGBVGlpafTkxspgqv81QMrKynRN9220Qtg/2O9qWI8I1kPDemhYj4hCGT9iryFVVlaWdla+bDGUyqNEF03TMx2lkZJdxC7d9KBEmXDzYudERadQxo9EF0HVM700Fa9EFzVPNSufGZJdlDb24rVWnNwUwv7BflfDekSwHhrWQ8N6ROgZP6wIphJd1DzVrHy5YCiVJ6mu4m/Vhp9uVgUGU2QUdx+vK0VUTApl/Eg1Kw+DqaEp1Sx7VgVT6WZJkicW4XDY1HCsEPYP9rsa1iOC9dCwHhrWI0Lv+GF2MJVqlj0zgimGUnmgZ1pJszd8vdN8MpgiI1Tyk1JERUOoAm3t7XkfP/RME81gqnDZ7XYIg683mCqQkswOpvRO211SUgK73Q5VVeH3+w1dB6Aw9g/2uxrWI4L10LAeGtYjIpPxw8xgKlUgJRkdTDGUspieDV4ya8PXewCSGExRrsoD1l5YlojMIYTACW9n3scPPQ2sxGCqcAWDQcPqoSeQkswKpvSeUEgulws2mw1dXV1Ft3+w39WwHhGsh4b10LAeEZmOH2YFU3oCKcnIYIqhlIUy2eAlozf8TA9AEoMpygWvKUVUHALBEEKhME6qqcnb+JFJAysZ3chaPYNbMZI1MOId1kwCKcnoYCrTEwrJ4XCgoqKiqPYP9rsa1iOC9dCwHhrWIyLb8cPoYCqTQEoyKphiKGWRbDZ4yagNP9sDkMRgirJVGgrDIfjpBKLBTqgqhlVX5m38yKaBlYxqZAOBALxeb1b3JY0QAg6HI+dGNptASjIqmMr2hEJyu91FtX+w341gPSJYDw3roWE9InIdP4wKprIJpCQjgimGUhbIZYOXct3wcz0ASQymKFvlFk5fSkTmcLmccDoza5ikXMePXBpYKddGVo7ndrs9q+eneDabLadGNpdAKnYdcgmmcj2hkIpp/2C/y3pIrIeG9dCwHhFGjR+5BlO5BFJSrsEUQymTGbHBS9lu+EYdgCQGU5QNd5BfdyEa7HIZw4Dsxw8jGlgp20Y2djz3eDw5rQNpsm1kjQikpGyDKaNOKKRi2T+Ger/LekSwHhrWQ8N6RBg9fmQbTBkRSEm5BFMMpUxk5AYvZbrhG30AkhhMUaYqGEoRETIfP4xsYKVMG1kzxnPSZNrIGhlISZkGU0afUEjcPyIGa7/LekSwHhrWQ8N6RJg1fmQaTBkZSEn9x3O9s+yyqzKJmQ2s3g3frAOQxGCKMuEO8GLnRBShd/wwo4GV9DayDKSsoTeYMiOQkvQGU2adUEjcPyIGW7/LekSwHhrWQzPU6hFMMsmT2eOH3mDKjEBKih3Pk/079MfOygShUMj0BjbdgcjsA5DEYIr04gx8RBQr3fhhZgMrpWtkGUhZK10wZWYgJaULpsw+oZC4f0QMln6X9YhgPTSsh2Yo1uPEiRMD1sGq8SNdMGVmICXJ8VwvdlcGUxQFXq/XkgY22YHIqgOQFD0QdXais8tv6nPR4OXuCwE6P8JJRENDskbWigZWStbIMpDKj2TBlBWBlJQsmLLqhELi/hFRcP0u68F6fIn10LAeEbIeMhQKh8MArB8/kgVTVgRSksPh0P06zf3XGIJKSkpgt9sta2Dlht/W1obW1lbU1NTA5/NZdgCSKisrASHg83WgPBSGUMOWPC8NHg4h4IRAEEq+V4WICohsUn0+X/Q2qxpYSTayra2taGtrg8fjQVtbGwOpPJFNbCAQQF9fH5xOp2WBlCSDqb6+vuhJXjAYtOyEQuL+EVFQ/S5YD9ZDw3poWI8Im82G6upqdHV1RceufIwfMnSK/cSvVYGUpPffm6GUwYQQ8Hg8ljaw8kDU2tqK1tZWAMCIESMsOwBJkWAqiA5vJ1xOTpdNA5UFQgiWWLtdElHh69/IWtnASrKR/eKLL/gJqQIgm/a+vj709fVZGkhJMpjq7e2NvtMs3322EvePiILqd8F6sB4a1kPDekTYbDbY7fbop36B/Iwf/YMpKwOpTLDTIiLLuEO8rhQRERERERFFMJQymKIo8Pl8aaejNJL8znAoFIp+RFPPdJRG6+zshK/Tjwp3OZwOblo0UEmQX+skooFirzmRr8kz5DUn5DusoVBI1/TSZA55DSn5aSUAKWflM4O8BgiA6Ke0Us3KZxbuHxEF1e+yHqxHDNZDw3pEqKqKcDgMIURex4/Ya0jpmZUvX5gcGKyvrw/hcNiyDb//RexKSkp0TQ9qtEgg1QlPpRtudxkcdn59jwYq5yeliKif/hdBzcesrv0vglpSUqJremkyR/+Lmqeblc8MiS5Km2pWPrNw/4goqH6X9WA9YrAeGtYjQlVVdHR05H386H9R83Sz8plB7783QymDCSFQVVVlyYafbFaFdNODGi16AKqsRGWF29TnosGtLGjtuwNEVNiSzcpjZSObbFaedNNLkzmSzbJnZTCVbJakZLPymYX7R0TB9busB+vxJdZDw3pExH5izeFwwP7lBzWsHj+SzbJnZTAVCoV0v06GUiZwOBymb/jppvm06kBk5TSfNPiVhsNQhMj3ahBRAUg3fljRyKabJprBlLWSBVKSFcFUumm7rTqx4P4RMVj6XdYjgvXQsB6aoViPYcOGDVgHq8aPZIGUZEUwJcdzvRhKmcTMDT/dAUgy+0DEQIoypQiglCd1REOe3vHDzEY2XQMrMZiyRrpASjIzmEoXSElmn1hw/4gYbP0u6xHBemhYD81Qq4fT6Uy4nNnjR7pASjIzmIodz5P9O/THUMpEZmz4eg9AklkHIgZSlC1+hY9oaMt0/DCjkdXbwEoMpsylN5CSzAim9AZSklknFtw/IgZrv8t6RLAeGtZDw3pEmDV+6A2kJDOCqf7juaIouu7HUMpkRm74mW7wktEHIgZSlIvSIC92TjRY5dq8ZTt+GNnIZtrASrHjuc/ny2kdSJNpICUZGUxlGkhJRp9YFMv+MdT7XdYjgvXQsB4a1iPC6PEj00BKMjKYynY8BxhKWcKIDT/bDV4y6kDEQIpy5bZ4KlQiMk4gEEQwy0875jp+GNHIZtvASnI8D4fDWT0/xVNVNesGFjAmmMo2kJKMOrEopv2D/S7rIbEeGtZDw3pEGDV+ZBtISUYEU7kEUgBDKcvksuHnusFLuR6IGEiREUqDPJkjGqwUmw0nOjrzNn7k0sjm2sBKLpcLVVVVWd2XNIqiIBQKZd3ASrkEU7kGUlKuJxZ+v7+o9g/2uxGsRwTroWE9NKxHRK7jR66BlJRLMJVrIAUUWCi1YcMGTJ06FTU1NVAUBfv27RuwzBVXXAFFUeJ+brvttpSPK4TA8uXLMXLkSJSVlWHKlCn45JNP4pZpb2/HnDlz4PF4UF1djfnz56Orq8vIl5fVhm/UBi9leyBiIFXo1EHyA5Txk1JEg5bL6YDDYUdrW1vexo9sGlmjGlgp2/DCSnp6qv6eeeaZAT1WaWlp3DJ6eio9ZA1yCaSkbIIpowIpKdsTi1AohK6urqLaP9jvaliPCNZDw3poWI+IbMcPowIpKZtgyohACiiwUMrv92PixIl44IEHUi5388034+jRo9GfBx98MOXyDz74IFavXo01a9Zg586dcLvdmDZtGnp7e6PLzJkzBx999BE2bdqEV155Bdu3b8ctt9xiyOuKlcmGb/QGL2V6IGIgVfhcpSfgKm0r8J8TkXUNhxHmdaWIBiVFUTCsqjLv40cmjazRDexgoben6s/j8cT1WIcOHYr7u56eSi+n02lYPTIJpowOpKRMTywCgQBUVUVFRUXR7R/sdzWsRwTroWE9NKxHRKbjh9GBlJRJMGVUIAUABfVW39y5cwEAn3/+ecrlysvLUVdXp+sxhRBYtWoV7rnnHlxzzTUAgGeffRa1tbV48cUXMXv2bOzfvx8bN27E3/72N1xyySUAgEcffRRXXXUVHn74YdTX1yd87L6+vrhi6b3wqdzwW1tb0dbWlnCnMmuDl+SBqK2tDa2trUmfg4EUmSHQ0YWyEcPyvRpElAXFpqBm+HC0tbfndfyQjynH3kTPMVQDKUB/T9WfoihJeyw9PVUiifqlcDise1YevWS4FAgE0NfXl7BJNiuQkuSJRV9fX/QkL9Fz9PX1IRwOw263w+12G7oOQGHsH+x3NaxHBOuhYT00rEdEJuOHGYGUJB9TBmOJnsPIQAoosFBKr7Vr1+K///u/UVdXh6uvvhrLli1DeXl5wmUPHjyIlpYWTJkyJXpbVVUVGhoasGPHDsyePRs7duxAdXV1NJACgClTpsBms2Hnzp249tprEz72ypUr8W//9m9xt9166626XkOqDd/sDV5KdyBiIFX43q88GzZV5Hs1Mjat5kJgGK/JQjRYFcr4kaqRHcqBVC66urpw+umnQ1VVXHzxxfjlL3+J888/H4C+niqRRP3Sz3/+c1PWP1UwZXYgJaU7sZAnFHa73dSvghbC/sF+V8N6RLAeGtZDw3pE6B0/zAqkpFTBlNGBFDAIQ6l//ud/xumnn476+nq8//77WLp0KZqamrBhw4aEy7e0tAAAamtr426vra2N/q2lpQUnn3xy3N8dDgeGDx8eXSaRu+++G0uWLIn+7vP5cP/99+t+LYk2fACWbPBSsgMRA6nB4VCVJ9+rkJWSGgZSRINdoYwfiRpZBlLZOeecc/C73/0OF1xwAbxeLx5++GF8/etfx0cffYRTTz1VV0+VSKJ+6YknnjDnRSBxMAXAkkBKSnZiEXtC4XQ6c5qKXI9C2D/Y72pYjwjWQ8N6aFiPCD3jh5mBlJQomDIjkALyGEqtXbs27lNFf/nLX/CNb3wj7f1ir/M0duxYjBw5EpMnT8aBAwfw1a9+1ZR1TaakpCTnDSJ2w29tbQUQKbwVG7zU/0BUUlKC3t5eBlKFSnEA1ecCAI6hLc8rQ0RDWaGMH7GNrAwihlIglW1P1V9jYyMaGxujv3/961/Hueeei//8z//Efffdl/X6GdEvZSo2mIq93pUVgZTU/8QiGAxCVdXoCYXZgZRUCPsH+10N6xHBemhYDw3rEZFu/LBKbDClqiqEEIYHUkAeQ6kZM2agoaEh+vspp5yS1ePIx/j0008ThlLyugjHjh3DyJEjo7cfO3YM48aNiy5z/PjxuPuFQiG0t7frvnZVLlwuF2pqaqIbvZUbvCQPREePHkVvby9KS0sZSBUyJbLrqrDneUWIaKgrlPFDvqMqA4ihEkgBxvVU/TmdTlx00UX49NNPAejrqfQQIvK1c1VVETR54gubzYZwOAwAsNvtEEKY/pz92e12BIPB6Ou22Wxxv8t3v81eB5vNFp1Z2uPxZHVx+lyVl5fD6/UCiHz1MxQKmf7a+ysrK0N3dzeCwSBcLhfsdju6u7stXQfWQ8N6aFiPiGKoRzgcjoY4cgzKRrLxw0qxX2EEIm/6hMNhXa9L3keufzJ5C6UqKysNaVrlFMexzVGs0aNHo66uDps3b442TD6fDzt37sSPfvQjAJF3Bjs6OrB7926MHz8eALBlyxaoqhrX5JlFVdW4i6T7fL68NNN+vz/6/zKVtTocIyKiwacQxg/5jmrsOg2VN1eM6qn6C4fD+OCDD3DVVVcB0NdT6dHZ2Ylf/vKXhq8vERERFZ7Ozk5UVSW/fEtBXVOqvb0dhw8fRnNzMwCgqakJQOSdubq6Ohw4cADPP/88rrrqKtTU1OD999/HHXfcgW9+85u44IILoo8zZswYrFy5Etdeey0URcHixYtx//3346yzzsLo0aOxbNky1NfXY+bMmQCAc889F1deeSVuvvlmrFmzBsFgEIsWLcLs2bOTzrxnlNiLpo0YMQIAUl713yyx3xl2u91pZ2EgIiICCmP86H/NCb/fn3IWn6EgXU8FAPPmzcMpp5yClStXAgD+/d//HZdddhnOPPNMdHR04KGHHsKhQ4ewYMECANDVU+lRX1+PI0eOoLKy0tAZ+Hw+H0477TQcOXIEHs/gvOZisWJtChdrU7hYm8LF2ugjhEBnZ2faTKWgQqmXX34ZP/jBD6K/y1lcVqxYgXvvvRculwtvvPEGVq1aBb/fj9NOOw2zZs3CPffcE/c4TU1N0Y/aAcCdd94Jv9+PW265BR0dHZg4cSI2btyI0tLS6DJr167FokWLMHnyZNhsNsyaNQurV6829fUmu4p/uukojZboInZ6pgclIqKhrRDGj0QXQdUzvXSxS9dTAcDhw4fjeowTJ07g5ptvRktLC4YNG4bx48fjnXfewXnnnRddRk9PlY7NZsOpp56a4ytMzuPx8CShQLE2hYu1KVysTeFibdJL9QkpSRHpvuBHuvl8Ptx5552YMGECysvLUy6bblpJq2YaSDWrQsZTXwoBqH0IBIPo7fbjuv93CYbXjgaUoXFNj3y4a91b+V6FrPxqduYX4C1krAMVNaECvcfR7vVj/ev/i9JSF1wlFejs6jJu/MhSurHSrJmDuru7sWDBAni9XjajBcTn86Gqqop1KUCsTeFibQoXa1O4WBtjMS3IAz3NurzqfzAYRFtbmykztKRr1uXFa51OJ1pbW6NTUhIR0dBWCOOHnjdvKisr4fF44PP50NnZafg6EBEREVFuGEpZLJN3j80MpvS+e8xgioiIYvn9PfB1duZ1/Mjk08QMpoaOkpISrFixwtLpskkf1qZwsTaFi7UpXKyNsRhKWSibrzOYEUxl+nUGBlNERAQAoVAIXf5ueHTO9mbG+JHN19uNDqbM+PQy5a6kpAT33nsvTxIKEGtTuFibwsXaFC7WxlgMpSySy/U1jAymsr2+BoMpIiIKhsKocJfnbfzI5XqLRgVTqqpGL6BORERERLlhKGUBIy74akQwlesFXxlMERENbU6HHW53Wcb3M2L8MGICkFyDKTmeh8PhjO9LRERERAMxlDKZkTMQ5RJMGTUDEYMpIqKhy+FwZH3fXMYPI2ekzTaYih3P9UxvTERERETpMZQykRlTYmcTTBk9JTaDKSIiykY244eRgZSUaTDVfzzPJZwjIiIiIg1DKZOYEUhJmQRTRgdSEoMpIiLKRibjhxmBlKQ3mDJzPKfUgsEgli5dirFjx8LtdqO+vh7z5s1Dc3Nz2vs+9thjOOOMM1BaWoqGhga89957cX/v7e3FwoULUVNTg4qKCsyaNQvHjh0z66UUpQ0bNmDq1KmoqamBoijYt2+frvutX78eY8aMQWlpKcaOHYvXXnst7u9CCCxfvhwjR45EWVkZpkyZgk8++cSEV1C80m3//bEm5tu+fTuuvvpq1NfXQ1EUvPjii2nv8+abb+Liiy9GSUkJzjzzTDzzzDMDlsm01jTQypUrMWHCBFRWVuLkk0/GzJkz0dTUlPZ+3G+Mw1DKBFY0sHqCKbMCKYnBFBERZUPP+GFmICWlC6YYSOVXd3c39uzZg2XLlmHPnj3YsGEDmpqaMGPGjJT3+8Mf/oAlS5ZgxYoV2LNnDy688EJMmzYNx48fjy5zxx134M9//jPWr1+Pbdu2obm5Gd/5znfMfklFxe/3Y+LEiXjggQd03+edd97BDTfcgPnz52Pv3r2YOXMmZs6ciQ8//DC6zIMPPojVq1djzZo12LlzJ9xuN6ZNm4be3l4zXkbR0bP9x2JNrOH3+3HhhRfiscce07X8wYMHMX36dHzrW9/Cvn37sHjxYixYsACvv/56dJlMa02Jbdu2DQsXLsS7776LTZs2IRgMYurUqfD7/Unvw/3GWIoQQuR7JYqFz+fDnXfeibPOOgsALGlgkzXtZgdSseKa9mGVgAL0dvtx3f+7BMNrRwMKs0+z3LXurXyvQlZ+Nfsb+V4FQ7EOVNSECvQeR7vXj/Wv/y9KS11wlVQAipLzQycLfawIpGIlGjNTBVLd3d1YsGABvF4vPB6PqetG8f72t7/h0ksvxaFDhzBq1KiEyzQ0NGDChAn47W9/CyBSy9NOOw2333477rrrLni9XowYMQLPP/88vvvd7wIA/v73v+Pcc8/Fjh07cNlll1n2eorB559/jtGjR2Pv3r0YN25cymWvv/56+P1+vPLKK9HbLrvsMowbNw5r1qyBEAL19fX4l3/5F/z0pz8FAHi9XtTW1uKZZ57B7NmzzXwpRSHd9t8fa2I9RVHwwgsvYObMmUmXWbp0KV599dW4kGP27Nno6OjAxo0bAWRea9Lniy++wMknn4xt27bhm9/8ZsJluN8Yi2mBwVwuF8LhsGXvqCb6xJSVgRTQ7x3vdi+CwRBU9cusU6j8MfFHweD8yfe/G+tQnHXgj4k/VowfX35iyupAChj4iSl+Qqpweb1eKIqC6urqhH8PBALYvXs3pkyZEr3NZrNhypQp2LFjBwBg9+7dCAaDccuMGTMGo0aNii5D5tixY0fcvzsATJs2LfrvfvDgQbS0tMQtU1VVhYaGBtZGBz3bf3+sSWFKV5dsak36eL1eAMDw4cOTLsP9xli8UqfBbDYbqqqqLG1gZTDV2tqKo0ePAoBlgZRks9lQM3w42tqOo/2EFy6nPfKHvlbL1mEoqkBHvlchO73F9bFi1oEoezKYamtrwxdffAEgMq5ZFUhJcsz0+Xzw+XxQFIWBVIHp7e3F0qVLccMNNyT9hFprayvC4TBqa2vjbq+trcXf//53AEBLSwtcLteAYKu2thYtLS2mrDtFtLS0JKyN/HeX/021DCWnZ/vvjzUpTMnq4vP50NPTgxMnTmRca0pPVVUsXrwYl19+Ob72ta8lXY77jbEYShlMfhsyH9dXcjgc6OvrAxBp6C1fByFQVlqC7u5ehFUV3s5ua59/CBKhUL5XISvt3uTf0R6MWAcaCryd3QiFwggGQ4ASMOTre7HKysqi11koKytDKA/7lcvlil6jsaSkBEDi8Twf6zYUrF27Frfeemv097/85S/4xjciXzMOBoP43ve+ByEEnnjiiXyt4pCVqjZERMVi4cKF+PDDD/H222/ne1WGFIZSBqusrMTx48fhdDotfd5QKARVVaEoCoQQOHLkCBwOBxSDTxpSUVU12qgHg8ALb3yAslKXpe90CyEQCIYgVBU2mw1hVYXTYbd8+u5QKIRgKAy7zRapi80Gl9P4egRPpAgVhPjyazfyOUXk+l4WbhMAAFWNPDeUL9dBwfrX/9fSVTC7HinrIBVgPZ596b2i3j9SUVUVgUAw+pxCCLhcTh6vUtQjFA6jw9cFRVFgs/kMXQc5fsjnPHr0KBwOh+X1CIVCEEJAURT09vais7MzYT1SzXpL2ZsxYwYaGhqiv59yyikAtEDq0KFD2LJlS8rreJ100kmw2+0DZtI7duwY6urqAAB1dXUIBALo6OiI+7RU7DIUL1ltMlVXV5e2NvK2kSNHxi2T7npVpG/77481KUzJ6uLxeFBWVga73Z5xrSm1RYsW4ZVXXsH27dtx6qmnplyW+42xGEoZTFGUaHNt1Uf+A4EAwuEw7HZ79JpWgUAAwWAQLpc1oVA4HEYwGIQCwOlyQlVVCKGiy9+DYdWVcDrN39SEKnDC24lQKBx9Tr+/B13+blS4y+F2l5m+DgDg9/fA390Tfc5gMIQTHZ0Ih8MYVlUJxWbcibdIdhF5oUIJhwDFBuGIfJVSCYUANQThcFp08XkReU6hRp9TUcNQwiGEw+GiqkfSOkQXKMx6uJyOot4/kgkGQ/B1+uFw2DHMUwEAOOHt5PEqTT2CwTBsNtuXoZRx22x0/FCU6Bs6sWOY3W437LmSUVUVwWDwy3Ay8pxybAUwYDxnKGWOysrKAZcekIHUJ598gq1bt6KmpiblY7hcLowfPx6bN2+OXkRYVVVs3rwZixYtAgCMHz8eTqcTmzdvxqxZswAATU1NOHz4MBobG41/YUUgUW2y0djYiM2bN2Px4sXR2zZt2hT9dx89ejTq6uqwefPm6Imbz+fDzp078aMf/Sjn5y92erb//liTwtTY2IjXXnst7rbYumRTa0pMCIHbb78dL7zwAt58802MHj067X243xiLoZSBhBDRTyuFw2H09fWZ/o63/ISUzWaD3W6PNtAOhwOhUAh9fX1wOp2mfgIh9hNSDqcTQgCKYoO7wgO/34/2ji5UVVWZ+m+hqip8vk6Ewyqqqqqh2B0IqUBJWQXCwgZflx9hYUN5eblp6wBEZmTy+3vgdlegpKwcIRVQ7HZ4quzwer1o6+iCx+Mx7IQuqA48WVNEGPZwCKpiR1hxAeqXtVfssIsAlGAIYbsLQjHxRE8I2NUAFCEQtpdACHvkwzmww6Yo8HX1FFU9EtVBKuR6FPv+kUgoFILX2wW73YGKSg/CX873UVFZBZ/Px+NVinqoQkS/oi7HmlzFjR8OR/TxHQ4HgsEgAoGA6Z+YEkIgGAxGnxdA9I0eIUTC8VyuJycwNlcwGMR3v/td7NmzB6+88grC4XD0WhzDhw+PhoWTJ0/GtddeGz0RW7JkCW666SZccskluPTSS7Fq1Sr4/X784Ac/ABC52Oz8+fOxZMkSDB8+HB6PB7fffjsaGxs5814G2tvbcfjwYTQ3NwOIBHtA5BMC8lMC8+bNwymnnIKVK1cCAH7yk59g0qRJ+PWvf43p06dj3bp12LVrF5588kkAkTd3Fy9ejPvvvx9nnXUWRo8ejWXLlqG+vj7lTGWkSbf9syb50dXVhU8//TT6+8GDB7Fv3z4MHz4co0aNwt13341//OMfePbZZwEAt912G37729/izjvvxA9/+ENs2bIFf/zjH/Hqq69GHyNdrUmfhQsX4vnnn8dLL72EysrK6DhTVVWFsrLIm4Tcb0wmyDBHjhwRiJx684c//OEPf/jDnyL/OXLkSL5bj6J28ODBpP/2W7dujS53+umnixUrVsTd99FHHxWjRo0SLpdLXHrppeLdd9+N+3tPT4/48Y9/LIYNGybKy8vFtddeK44ePWrBqyoeTz/9dMLaxNZi0qRJ4qabboq73x//+Edx9tlnC5fLJc4//3zx6quvxv1dVVWxbNkyUVtbK0pKSsTkyZNFU1OTBa+oeKTa/lmT/Ni6dWvC/UXW4qabbhKTJk0acJ9x48YJl8slvvKVr4inn356wOOmO9ZResnGmdh/b+435lKE4Nt8RlFVFc3NzaisrDT0k0k+nw+nnXYajhw5kvI6CmQ91qZwsTaFi7UpXKyNPkIIdHZ2or6+3tLrXhEREREVG359z0A2my3tRdFy4fF4eJJQoFibwsXaFC7WpnCxNulVVVXlexWIiIiIBj2+vUdERERERERERJZjKEVERERERERERJZjKDUIlJSUYMWKFSgpKcn3qlA/rE3hYm0KF2tTuFgbIiIiIrISL3RORERERERERESW4yeliIiIiIiIiIjIcgyliIiIiIiIiIjIcgyliIiIiIiIiIjIcgyliIiIiIiIKCdPPfUUpk6davrzbNy4EePGjYOqqqY/FxGZj6FUHgSDQSxduhRjx46F2+1GfX095s2bh+bm5rT3feyxx3DGGWegtLQUDQ0NeO+99+L+3tvbi4ULF6KmpgYVFRWYNWsWjh07ZtZLKUobNmzA1KlTUVNTA0VRsG/fPl33W79+PcaMGYPS0lKMHTsWr732WtzfhRBYvnw5Ro4cibKyMkyZMgWffPKJCa+geKXb/vtjTcy3fft2XH311aivr4eiKHjxxRfT3ufNN9/ExRdfjJKSEpx55pl45plnBiyTaa0p3sqVKzFhwgRUVlbi5JNPxsyZM9HU1JT2ftxniIgoG729vVi2bBlWrFhh+nNdeeWVcDqdWLt2renPRUTmYyiVB93d3dizZw+WLVuGPXv2YMOGDWhqasKMGTNS3u8Pf/gDlixZghUrVmDPnj248MILMW3aNBw/fjy6zB133IE///nPWL9+PbZt24bm5mZ85zvfMfslFRW/34+JEyfigQce0H2fd955BzfccAPmz5+PvXv3YubMmZg5cyY+/PDD6DIPPvggVq9ejTVr1mDnzp1wu92YNm0aent7zXgZRUfP9h+LNbGG3+/HhRdeiMcee0zX8gcPHsT06dPxrW99C/v27cPixYuxYMECvP7669FlMq01DbRt2zYsXLgQ7777LjZt2oRgMIipU6fC7/cnvQ/3GSIiytaf/vQneDweXH755ZY83/e//32sXr3akuciIpMJKgjvvfeeACAOHTqUdJlLL71ULFy4MPp7OBwW9fX1YuXKlUIIITo6OoTT6RTr16+PLrN//34BQOzYscO8lS9SBw8eFADE3r170y77ve99T0yfPj3utoaGBnHrrbcKIYRQVVXU1dWJhx56KPr3jo4OUVJSIn7/+98but7FKt323x9rYj0A4oUXXki5zJ133inOP//8uNuuv/56MW3atOjvmdaa0jt+/LgAILZt25Z0Ge4zRER0/PhxUVtbK37xi19Eb/vrX/8qnE6neOONN5Leb/r06eKnP/1p3G2TJk0SP/nJT+Juu+aaa8RNN90U/f30008X9913n5g7d65wu91i1KhR4qWXXhLHjx8XM2bMEG63W4wdO1b87W9/i3ucQ4cOCQDi008/zf7FElFB4CelCoTX64WiKKiurk7490AggN27d2PKlCnR22w2G6ZMmYIdO3YAAHbv3o1gMBi3zJgxYzBq1KjoMmSOHTt2xP27A8C0adOi/+4HDx5ES0tL3DJVVVVoaGhgbXTQs/33x5oUpnR1yabWlJ7X6wUADB8+POky3GeIiGjEiBH43e9+h3vvvRe7du1CZ2cn5s6di0WLFmHy5MlJ7/f222/jkksuyeo5H3nkEVx++eXYu3cvpk+fjrlz52LevHm48cYbsWfPHnz1q1/FvHnzIISI3mfUqFGora3FW2+9ldVzElHhYChVAHp7e7F06VLccMMN8Hg8CZdpbW1FOBxGbW1t3O21tbVoaWkBALS0tMDlcg0ItmKXIXO0tLSkrY28LdkylJye7b8/1qQwJauLz+dDT09PVrWm1FRVxeLFi3H55Zfja1/7WtLluM8QEREAXHXVVbj55psxZ84c3HbbbXC73Vi5cmXS5Ts6OuD1elFfX5/18916660466yzsHz5cvh8PkyYMAHXXXcdzj77bCxduhT79+8fcJ3c+vp6HDp0KKvnJKLCwVDKAmvXrkVFRUX0JzbRDwaD+N73vgchBJ544ok8ruXQlKo2RETFYOHChfjwww+xbt26fK8KERENEg8//DBCoRDWr1+PtWvXoqSkJOmyPT09AIDS0tKsnuuCCy6I/r9842Ps2LEDbut/bcmysjJ0d3dn9ZxEVDgc+V6BoWDGjBloaGiI/n7KKacA0AKpQ4cOYcuWLUk/JQUAJ510Eux2+4B3CI4dO4a6ujoAQF1dHQKBADo6OuI+LRW7DMVLVptM1dXVpa2NvG3kyJFxy4wbNy6r5xxK9Gz//bEmhSlZXTweD8rKymC32zOuNSW3aNEivPLKK9i+fTtOPfXUlMtynyEiIunAgQNobm6Gqqr4/PPP40Ki/uSM1SdOnEj7uOFweMBtTqcz+v+KoiS9TVXVuPu1t7djxIgRaZ+TiAobPyllgcrKSpx55pnRn7Kysmgg9cknn+CNN95ATU1NysdwuVwYP348Nm/eHL1NVVVs3rwZjY2NAIDx48fD6XTGLdPU1ITDhw9Hl6F4iWqTjcbGxrh/dwDYtGlT9N999OjRqKuri1vG5/Nh586drI0Oerb//liTwpSuLtnUmgYSQmDRokV44YUXsGXLFowePTrtfbjPEBERELm+44033ojrr78e9913HxYsWJByBlyXy4XzzjsPH3/88YC/9X+z47PPPjNkHXt7e3HgwAFcdNFFhjweEeVRni+0PiQFAgExY8YMceqpp4p9+/aJo0ePRn/6+vqiy337298Wjz76aPT3devWiZKSEvHMM8+Ijz/+WNxyyy2iurpatLS0RJe57bbbxKhRo8SWLVvErl27RGNjo2hsbLT09Q12bW1tYu/eveLVV18VAMS6devE3r17xdGjR6PLzJ07V9x1113R3//6178Kh8MhHn74YbF//36xYsUK4XQ6xQcffBBd5le/+pWorq4WL730knj//ffFNddcI0aPHi16enosfX2DVbrtnzXJj87OTrF3716xd+9eAUD85je/EXv37o3OJHrXXXeJuXPnRpf/7LPPRHl5ufjZz34m9u/fLx577DFht9vFxo0bo8voOdZRaj/60Y9EVVWVePPNN+PGmO7u7ugy3GeIiCiRn/70p+KMM84QXq9XhMNhMXHixAGzs/a3ZMkSMWvWrLjbJk2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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 2, figsize=(12, 5))\n", + "\n", + "sim_0p5.plot(y=wg_height / 2, ax=ax[0], monitor_alpha=0.1)\n", + "sim_0p5.plot(z=sim_0p5.center[0], ax=ax[1], monitor_alpha=0.1)\n", + "ax[0].set_aspect(0.1)\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We run the three constructed simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
19:14:54 EDT Created task 'sim_gap_0.5' with resource_id                        \n",
+       "             'fdve-d71b8ec3-9673-44cc-bc85-c32915b0a103' and task_type 'FDTD'.  \n",
+       "
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             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-d71b8ec3-967\n",
+       "             3-44cc-bc85-c32915b0a103'.                                         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=782284;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d71b8ec3-9673-44cc-bc85-c32915b0a103\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=730075;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d71b8ec3-9673-44cc-bc85-c32915b0a103\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=782284;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d71b8ec3-9673-44cc-bc85-c32915b0a103\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=246125;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d71b8ec3-9673-44cc-bc85-c32915b0a103\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=782284;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d71b8ec3-9673-44cc-bc85-c32915b0a103\u001b\\\u001b[32m-d71b8ec3-967\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=782284;https://tidy3d.simulation.cloud/workbench?taskId=fdve-d71b8ec3-9673-44cc-bc85-c32915b0a103\u001b\\\u001b[32m3-44cc-bc85-c32915b0a103'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Task folder: 'default'.                                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=429157;https://tidy3d.simulation.cloud/folders/folder-86acd7be-dbf5-477e-9c86-3e20787acc03\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "072e6d19118740829b6ad48ce507bf44", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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19:14:56 EDT Estimated FlexCredit cost: 0.061. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m19:14:56 EDT\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.061\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             status = success                                                   \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3c19a8af17b4473c8eb3198ca56f5183", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
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+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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19:14:59 EDT loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m19:14:59 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             Created task 'sim_gap_1.0' with resource_id                        \n",
+       "             'fdve-48052617-df61-4991-b8c6-5dbd3d2caafe' and task_type 'FDTD'.  \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'sim_gap_1.0'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-48052617-df61-4991-b8c6-5dbd3d2caafe'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-48052617-df6\n",
+       "             1-4991-b8c6-5dbd3d2caafe'.                                         \n",
+       "
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19:15:00 EDT Estimated FlexCredit cost: 0.070. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
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19:15:01 EDT status = success                                                   \n",
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19:15:02 EDT loading simulation from simulation_data.hdf5                       \n",
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19:15:03 EDT Created task 'sim_gap_1.5' with resource_id                        \n",
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             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-3946d53e-f0a\n",
+       "             4-4478-8d79-b6154b53ac0b'.                                         \n",
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+     },
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+     "output_type": "display_data"
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+    {
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19:15:04 EDT Estimated FlexCredit cost: 0.079. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
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19:15:05 EDT status = success                                                   \n",
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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19:15:06 EDT loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m19:15:06 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sims = {\"0.5\": sim_0p5, \"1.0\": sim_1p0, \"1.5\": sim_1p5}\n", + "run_results = {}\n", + "for label, sim in sims.items():\n", + " result = web.run(sim, task_name=f\"sim_gap_{label}\")\n", + " run_results[label] = result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will visualize the mode getting absorbed as it propagates through the control waveguide for each simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 3, figsize=(15, 10))\n", + "\n", + "for ax, label in zip(axes, [\"0.5\", \"1.0\", \"1.5\"]):\n", + " run_results[label].plot_field(\"midplane_field\", field_name=\"S\", val=\"abs\", f=freq0, ax=ax)\n", + " ax.set_title(f\"Midplane |S| (gap {label})\")\n", + " ax.set_aspect(0.4)\n", + "\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Heat Simulation\n", + "\n", + "We will now use the recorded field and permittivity along the control waveguide to compute the absorbed power. The absorbed power is given by the formula\n", + "
$P = \\frac{1}{2}\\omega|E|^2$ $im(\\epsilon)$

\n", + "\n", + "We construct a function that creates a heat source as a [`SpatialDataArray`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html), using the coordinates of the field monitor and interpolating the permittivity monitor data to these points." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "def absorbed_power(field_data, permittivity_data, freq):\n", + " \"\"\"Return 0.5 * 2π * freq * |E|^2 * imag(permittivity) on the field grid.\"\"\"\n", + " if not isinstance(field_data, td.FieldData):\n", + " raise TypeError(\"field_data must be a tidy3d.FieldData.\")\n", + " if not isinstance(permittivity_data, td.PermittivityData):\n", + " raise TypeError(\"permittivity_data must be a tidy3d.PermittivityData.\")\n", + " missing = [comp for comp in (\"Ex\", \"Ey\", \"Ez\") if comp not in dir(field_data)]\n", + " if missing:\n", + " raise KeyError(f\"Missing field components in field_data: {missing}\")\n", + " if (\n", + " permittivity_data.eps_xx != permittivity_data.eps_yy\n", + " or permittivity_data.eps_yy != permittivity_data.eps_zz\n", + " ):\n", + " raise ValueError(\"Permittivity_data must be isotropic.\")\n", + "\n", + " coords = field_data.Ex.coords\n", + " coords_dict = {dim: coords.get(dim) for dim in \"xyz\"}\n", + "\n", + " # perm_interp = permittivity_data.eps_xx.interp(field_data.Ex.coords, method=\"nearest\")\n", + " perm_interp = permittivity_data.eps_xx.interp(**coords_dict)\n", + "\n", + " E = np.abs(field_data.Ex) ** 2 + np.abs(field_data.Ey) ** 2 + np.abs(field_data.Ez) ** 2\n", + " perm_imag = np.imag(perm_interp).sel(f=freq, method=\"nearest\") * td.EPSILON_0\n", + " absorption = 0.5 * 2 * np.pi * freq * E.sel(f=freq, method=\"nearest\") * perm_imag\n", + "\n", + " return td.SpatialDataArray(absorption, coords=coords_dict)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "heat_rate_0p5 = absorbed_power(\n", + " run_results[\"0.5\"][\"field\"], run_results[\"0.5\"][\"tri_permittivity\"], freq0\n", + ")\n", + "heat_rate_1p0 = absorbed_power(\n", + " run_results[\"1.0\"][\"field\"], run_results[\"1.0\"][\"tri_permittivity\"], freq0\n", + ")\n", + "heat_rate_1p5 = absorbed_power(\n", + " run_results[\"1.5\"][\"field\"], run_results[\"1.5\"][\"tri_permittivity\"], freq0\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Using the absorbed power data we calculated, we create the heat source by assigning it to the optical waveguide structure." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "heat_source_0p5 = td.HeatSource(structures=[\"wg_control\"], rate=heat_rate_0p5)\n", + "heat_source_1p0 = td.HeatSource(structures=[\"wg_control\"], rate=heat_rate_1p0)\n", + "heat_source_1p5 = td.HeatSource(structures=[\"wg_control\"], rate=heat_rate_1p5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we will construct a temperature monitor around the signal waveguide so we can heat-perturb the signal structure." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "def make_temp_monitor(sim):\n", + " rmin, rmax = sim.structures[-1].geometry.bounds\n", + " size_z = rmax[2] - rmin[2]\n", + " temp_monitor = td.TemperatureMonitor(\n", + " center=sim.structures[1].geometry.center,\n", + " size=(sim.sources[0].size[0], sim.sources[0].size[1], size_z),\n", + " name=\"temp\",\n", + " unstructured=True,\n", + " conformal=True,\n", + " )\n", + " return temp_monitor\n", + "\n", + "\n", + "temp_monitor_0p5 = make_temp_monitor(sims[\"0.5\"])\n", + "temp_monitor_1p0 = make_temp_monitor(sims[\"1.0\"])\n", + "temp_monitor_1p5 = make_temp_monitor(sims[\"1.5\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We also define the discretization for our heat simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "# parameters for meshing\n", + "dl_min = slab_height / 3\n", + "dl_max = 3 * dl_min\n", + "\n", + "grid_spec = td.DistanceUnstructuredGrid(\n", + " dl_interface=dl_min,\n", + " dl_bulk=dl_max,\n", + " distance_interface=3 * dl_min,\n", + " distance_bulk=slab_height,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We define boundary specs for our heat simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "boundaries = td.HeatBoundarySpec(\n", + " placement=td.SimulationBoundary(surfaces=[\"y-\", \"y+\", \"x-\", \"x+\"]),\n", + " condition=td.TemperatureBC(temperature=ref_temp),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now combine the structures, computed heat source, temperature monitor, discretization, and boundary conditions into Tidy3D Heat simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "heat_sim_0p5 = td.HeatChargeSimulation(\n", + " center=sims[\"0.5\"].center,\n", + " size=[sims[\"0.5\"].size[0] * 1.5, sims[\"0.5\"].size[1] * 1.5, sims[\"0.5\"].size[2]],\n", + " medium=SiO2,\n", + " structures=sims[\"0.5\"].structures,\n", + " sources=[heat_source_0p5],\n", + " monitors=[temp_monitor_0p5],\n", + " grid_spec=grid_spec,\n", + " boundary_spec=[boundaries],\n", + ")\n", + "\n", + "heat_sim_1p0 = td.HeatChargeSimulation(\n", + " center=sims[\"1.0\"].center,\n", + " size=[sims[\"1.0\"].size[0] * 1.5, sims[\"1.0\"].size[1] * 1.5, sims[\"1.0\"].size[2]],\n", + " medium=SiO2,\n", + " structures=sims[\"1.0\"].structures,\n", + " sources=[heat_source_1p0],\n", + " monitors=[temp_monitor_1p0],\n", + " grid_spec=grid_spec,\n", + " boundary_spec=[boundaries],\n", + ")\n", + "\n", + "heat_sim_1p5 = td.HeatChargeSimulation(\n", + " center=sims[\"1.5\"].center,\n", + " size=[sims[\"1.5\"].size[0] * 1.5, sims[\"1.5\"].size[1] * 1.5, sims[\"1.5\"].size[2]],\n", + " medium=SiO2,\n", + " structures=sims[\"1.5\"].structures,\n", + " sources=[heat_source_1p5],\n", + " monitors=[temp_monitor_1p5],\n", + " grid_spec=grid_spec,\n", + " boundary_spec=[boundaries],\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We run the heat simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
19:15:08 EDT Created task 'heat_sim_0p5' with resource_id                       \n",
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+       "             'HEAT_CHARGE'.                                                     \n",
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19:15:11 EDT status = success                                                   \n",
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+       "             'HEAT_CHARGE'.                                                     \n",
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19:15:15 EDT status = success                                                   \n",
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19:15:16 EDT loading simulation from simulation_data.hdf5                       \n",
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+       "             'HEAT_CHARGE'.                                                     \n",
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19:15:20 EDT loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m19:15:20 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "heat_data_0p5 = web.run(heat_sim_0p5, task_name=\"heat_sim_0p5\")\n", + "heat_data_1p0 = web.run(heat_sim_1p0, task_name=\"heat_sim_1p0\")\n", + "heat_data_1p5 = web.run(heat_sim_1p5, task_name=\"heat_sim_1p5\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To visualize our temperature distribution from the heat source, we can add an interactive plot to show a cross-section of the signal waveguide sliding along the propagation (z) axis." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "57546b4a1fe64bbeb4ef4e7efe90c8bb", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=4.0, description='x', max=15.0, min=-15.0, readout_format='.3f', step=…" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# adjust for different sims\n", + "temp_data = heat_data_0p5\n", + "\n", + "\n", + "import ipywidgets as widgets\n", + "\n", + "zs = np.linspace(\n", + " temp_data[\"temp\"].monitor.center[2] - temp_data[\"temp\"].monitor.size[2] / 2,\n", + " temp_data[\"temp\"].monitor.center[2] + temp_data[\"temp\"].monitor.size[2] / 2,\n", + " 61,\n", + ")\n", + "\n", + "hmin = temp_data[\"temp\"].monitor.center[0] - temp_data[\"temp\"].monitor.size[0] / 2\n", + "hmax = temp_data[\"temp\"].monitor.center[0] + temp_data[\"temp\"].monitor.size[0] / 2\n", + "vmin = temp_data[\"temp\"].monitor.center[1] - temp_data[\"temp\"].monitor.size[1] / 2\n", + "vmax = temp_data[\"temp\"].monitor.center[1] + temp_data[\"temp\"].monitor.size[1] / 2\n", + "\n", + "field_slider = widgets.FloatSlider(\n", + " value=4,\n", + " min=zs[0],\n", + " max=zs[-1],\n", + " step=None,\n", + " disabled=False,\n", + " continuous_update=True,\n", + " orientation=\"horizontal\",\n", + " readout=True,\n", + " readout_format=\".3f\",\n", + ")\n", + "\n", + "\n", + "def update_wg_plot(x):\n", + " if x not in zs:\n", + " x = min(zs, key=lambda zz: abs(zz - x))\n", + " fig, ax = plt.subplots(figsize=(6, 5))\n", + " slice_temp = temp_data[\"temp\"].temperature.plane_slice(axis=2, pos=x)\n", + " slice_temp.plot(\n", + " cmap=\"jet\", grid=False, vmax=np.max(temp_data[\"temp\"].temperature.values), ax=ax\n", + " )\n", + " temp_data.simulation.plot_structures(\n", + " z=x, fill=False, ax=ax, hlim=[hmin, hmax], vlim=[vmin, vmax]\n", + " )\n", + " ax.set_title(f\"Temperature at z = {x:.3f} µm\")\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "\n", + "widgets.interactive(update_wg_plot, x=field_slider)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will also plot the temperature profile through the middle of the structure to show the distribution along the waveguide all at once." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 3, figsize=(6, 5))\n", + "heat_data_0p5[\"temp\"].temperature.plane_slice(axis=1, pos=0).plot(grid=False, cmap=\"jet\", ax=ax[0])\n", + "heat_data_1p0[\"temp\"].temperature.plane_slice(axis=1, pos=0).plot(grid=False, cmap=\"jet\", ax=ax[1])\n", + "heat_data_1p5[\"temp\"].temperature.plane_slice(axis=1, pos=0).plot(grid=False, cmap=\"jet\", ax=ax[2])\n", + "\n", + "ax[0].set_title(\"0.5 µm gap\")\n", + "ax[1].set_title(\"1.0 µm gap\")\n", + "ax[2].set_title(\"1.5 µm gap\")\n", + "\n", + "fig.suptitle(\"Temperature profiles at y=0\")\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From this temperature distribution, we see that the middle section should have more of a perturbation. To verify this, we will visualize the change in refractive index along the propagation direction of the signal waveguide." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "heat_line_0p5 = heat_data_0p5[\"temp\"].temperature.line_slice(\n", + " axis=2, pos=sims[\"0.5\"].structures[1].geometry.center\n", + ")\n", + "heat_line_1p0 = heat_data_1p0[\"temp\"].temperature.line_slice(\n", + " axis=2, pos=sims[\"1.0\"].structures[1].geometry.center\n", + ")\n", + "heat_line_1p5 = heat_data_1p5[\"temp\"].temperature.line_slice(\n", + " axis=2, pos=sims[\"1.5\"].structures[1].geometry.center\n", + ")\n", + "\n", + "plt.plot(\n", + " heat_line_0p5.z,\n", + " np.squeeze(heat_line_0p5.data) * Si_heat_coeff,\n", + " color=\"blue\",\n", + " label=\"0.5 µm gap\",\n", + ")\n", + "plt.plot(\n", + " heat_line_1p0.z,\n", + " np.squeeze(heat_line_1p0.data) * Si_heat_coeff,\n", + " color=\"mediumblue\",\n", + " label=\"1.0 µm gap\",\n", + ")\n", + "plt.plot(\n", + " heat_line_1p5.z,\n", + " np.squeeze(heat_line_1p5.data) * Si_heat_coeff,\n", + " color=\"darkblue\",\n", + " label=\"1.5 µm gap\",\n", + ")\n", + "\n", + "plt.xlabel(\"z (µm)\")\n", + "plt.ylabel(\"Δn\")\n", + "plt.title(\"Refractive Index Change in Signal Waveguide vs. z\")\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Final Optical Simulation\n", + "\n", + "We are now in a position to see the effect on the signal waveguide from the control signal through the control waveguide. We create a function that modifies our first optical simulations into ones that launch and measure the TE mode through the signal waveguide. Then, using the temperature data of the previous heat simulations, we create heat-perturbed copies to compute the phase changes." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "def update_sim_signal_source(sim):\n", + " new_source = sim.sources[0].updated_copy(\n", + " center=(\n", + " sim.structures[1].geometry.center[0],\n", + " sim.sources[0].center[1],\n", + " sim.sources[0].center[2],\n", + " )\n", + " )\n", + " new_monitor = td.ModeMonitor(\n", + " center=(\n", + " sim.structures[1].geometry.center[0],\n", + " sim.structures[1].geometry.center[1],\n", + " sim.center[2] - sim.size[2] / 2 + 1,\n", + " ),\n", + " size=new_source.size,\n", + " name=\"mode\",\n", + " freqs=[freq0],\n", + " mode_spec=new_source.mode_spec,\n", + " )\n", + "\n", + " new_sim = sim.updated_copy(sources=[new_source], monitors=[new_monitor], medium=SiO2.optical)\n", + " return new_sim\n", + "\n", + "\n", + "sims_opt, sims_opt_perturbed = {}, {}\n", + "\n", + "sims_opt[\"0.5\"] = update_sim_signal_source(sims[\"0.5\"])\n", + "sims_opt[\"1.0\"] = update_sim_signal_source(sims[\"1.0\"])\n", + "sims_opt[\"1.5\"] = update_sim_signal_source(sims[\"1.5\"])\n", + "\n", + "sims_opt_perturbed[\"0.5\"] = sims_opt[\"0.5\"].perturbed_mediums_copy(\n", + " temperature=heat_data_0p5[\"temp\"].temperature\n", + ")\n", + "sims_opt_perturbed[\"1.0\"] = sims_opt[\"1.0\"].perturbed_mediums_copy(\n", + " temperature=heat_data_1p0[\"temp\"].temperature\n", + ")\n", + "sims_opt_perturbed[\"1.5\"] = sims_opt[\"1.5\"].perturbed_mediums_copy(\n", + " temperature=heat_data_1p5[\"temp\"].temperature\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We create batches for the perturbed and unperturbed simulations and run them." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3efafa04ea9145598c56bfe07e882273", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "             Batch has completed.                                               \n",
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19:18:19 EDT Started working on Batch containing 3 tasks.                       \n",
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19:20:21 EDT Maximum FlexCredit cost: 0.221 for the whole batch.                \n",
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             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
+       "             Batch has completed.                                               \n",
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+      ],
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+       "
\n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "opt_unperturbed_batch = td.web.Batch(simulations=sims_opt)\n", + "opt_perturbed_batch = td.web.Batch(simulations=sims_opt_perturbed)\n", + "\n", + "# Run all the simulations and get the results.\n", + "opt_unperturbed = opt_unperturbed_batch.run()\n", + "opt_perturbed = opt_perturbed_batch.run()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now compute the phase changes between the heated and unheated simulations for each gap, and plot the phase change vs gap length." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "phase_0p5_unp = np.angle(opt_unperturbed[\"0.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n", + "phase_0p5_p = np.angle(opt_perturbed[\"0.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n", + "\n", + "phase_1p0_unp = np.angle(opt_unperturbed[\"1.0\"][\"mode\"].amps.sel(direction=\"-\").values)\n", + "phase_1p0_p = np.angle(opt_perturbed[\"1.0\"][\"mode\"].amps.sel(direction=\"-\").values)\n", + "\n", + "phase_1p5_unp = np.angle(opt_unperturbed[\"1.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n", + "phase_1p5_p = np.angle(opt_perturbed[\"1.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n", + "\n", + "phase_shift_0p5 = np.squeeze(phase_0p5_p - phase_0p5_unp)\n", + "phase_shift_1p0 = np.squeeze(phase_1p0_p - phase_1p0_unp)\n", + "phase_shift_1p5 = np.squeeze(phase_1p5_p - phase_1p5_unp)\n", + "\n", + "phase_shifts = [phase_shift_0p5, phase_shift_1p0, phase_shift_1p5]\n", + "\n", + "plt.plot([0.5, 1.0, 1.5], phase_shifts, marker=\"o\", linestyle=\"-\", linewidth=2, color=\"tab:blue\")\n", + "plt.xticks([0.5, 1.0, 1.5])\n", + "plt.xlabel(\"Gap (µm)\")\n", + "plt.ylabel(\"Phase Shift (rad)\")\n", + "plt.title(\"Phase Shift vs. Gap\")\n", + "plt.xlim(0.4, 1.6)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "applications": [ + "Active photonic integrated circuit components" + ], + "description": "This example demonstrates the usage of the Tidy3D to calculate absorbed optical power, its resultant heating, and the corresponding optical heat perturbation on the silicon-on-insulator (SOI) platform.", + "feature_image": "./img/photothermal.png", + "features": [ + "Heat", + "Perturbation medium" + ], + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "silicon, SOI, Tidy3D, heat, doped", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + }, + "title": "Photo-thermal optical control in silicon waveguides" + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/case_studies/pic_active.rst b/docs/case_studies/pic_active.rst index 15844c30..beefe34e 100644 --- a/docs/case_studies/pic_active.rst +++ b/docs/case_studies/pic_active.rst @@ -15,3 +15,4 @@ At the moment, Tidy3D’s heat solver can be used with the FDTD solver to model ../../HeatDissipationSOI ../../TransientThermoOpticShifter ../../CPOHeat + ../../PhotoThermalWaveguides diff --git a/img/photothermal_waveguide.png b/img/photothermal_waveguide.png new file mode 100644 index 0000000000000000000000000000000000000000..573ca5ad71c80d3e982316f87f09d3c225a4e32f GIT binary patch literal 185976 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mode 100644 index 00000000..b03e55ff --- /dev/null +++ b/PhaseChangeAntennas.ipynb @@ -0,0 +1,1262 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "91b83404", + "metadata": {}, + "source": [ + "# Phase Change Antennas\n", + "\n", + "This notebook reproduces the phase behavior of cross-polarized scattering from gold V-shaped antennas on a silicon substrate, as demonstrated in the following paper: \n", + "`Yu, N., Genevet, P., Kats, M. A., Aieta, F., Tetienne, J.-P., Capasso, F., & Gaburro, Z. (n.d.). Light Propagation with Phase Discontinuities: Generalized Laws of Reflection and Refraction.` [DOI: 10.1126/science.1210713](https://projects.iq.harvard.edu/files/capasso/files/2011_yu_et_al._science.pdf).\n", + "\n", + "The goal is to demonstrate the general workflow for simulating the antennas and extracting phase information from the complex monitor data. We will use two approaches:\n", + "\n", + "1. Using a [FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) with Perfectly Matched Layers [(PML)](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PML.html) to calculate the phase directly from the field values. This is an explicit approach to determine the phase of a single antenna but may require a large simulation domain. In this setup, the source is a Total-Field Scattered-Field [(TFSF)](https://www.flexcompute.com/tidy3d/examples/notebooks/TFSF/) source, which excites a plane wave inside its domain and only allows scattered fields to propagate outside it, allowing the phase of the scattered fields to be analyzed independently of the excitation.\n", + "\n", + "\n", + "2. Using a [DiffractionMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.DiffractionMonitor.html) with [Periodic boundary conditions](https://docs.flexcompute.com/projects/tidy3d/en/v2.7.6/faq/docs/faq/how-do-i-set-the-periodic-boundary-condition.html) to extract the phase from the complex zero-order diffraction amplitude. With this method, we can assume a local periodic approximation and calculate the phase using a much smaller simulation domain. For this setup, we can use a regular [PlaneWave](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html) source.\n", + "\n", + "As we will see, the results from both methods match well.\n", + "\n", + "A more complete example simulating the full metasurface presented in the paper can be found [here](https://www.flexcompute.com/tidy3d/examples/notebooks/VortexMetasurface). \n", + "For additional examples, check our [Example Library](https://www.flexcompute.com/tidy3d/learning-center/example-library).\n", + "\n", + "\"Schematic" + ] + }, + { + "cell_type": "markdown", + "id": "d2a31a36", + "metadata": {}, + "source": [ + "## Simulation Setup\n", + "\n", + "First, we define the global parameters used to create the structures. \n", + "\n", + "These constants specify the wavelength, geometry, and time-domain settings shared across all antenna configurations." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5e8a8f2c", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "

14:54:37 -03 ERROR: Failed to apply Tidy3D plotting style on import. Error:     \n",
+       "             'tidy3d.style' not found in the style library and input is not a   \n",
+       "             valid URL or path; see `style.available` for list of available     \n",
+       "             styles                                                             \n",
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\n" + ], + "text/plain": [ + "\u001b[2;36m14:54:37 -03\u001b[0m\u001b[2;36m \u001b[0m\u001b[1;31mERROR: Failed to apply Tidy3D plotting style on import. Error: \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[32m'tidy3d.style'\u001b[0m\u001b[1;31m not found in the style library and input is not a \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[1;31mvalid URL or path; see `style.available` for list of available \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[1;31mstyles \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Importing necessary libraries for simulation and visualization\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tidy3d as td\n", + "from tidy3d import web\n", + "\n", + "# Define simulation parameters\n", + "wl = 8 # Target wavelength\n", + "cylinder_radius = 0.1 # Radii of the cylindrical antennas\n", + "fcen = td.C_0 / wl # Central frequency\n", + "fwidth = 0.2 * fcen # Frequency width\n", + "run_time = 2e-12 # Simulation run time\n", + "substrate_thickness = 10 # Thickness of the Si substrate\n", + "air_size = 40 # Air region to visualize the scattered fields\n", + "sx = 2 * wl # Dimensions in the xy plane\n", + "sy = 2 * wl\n", + "sz = substrate_thickness + air_size # Total length of the simulation\n", + "structure_z_position = -sz / 2 + substrate_thickness + cylinder_radius # Position of the antennas\n", + "size_z_source = 2 # Size of the TFSF source\n", + "size_source = (2.5, 2.5, size_z_source)\n", + "center_source = (\n", + " 0,\n", + " 0,\n", + " structure_z_position - cylinder_radius + size_z_source / 2,\n", + ") # Center position of the TFSF source" + ] + }, + { + "cell_type": "markdown", + "id": "51487385", + "metadata": {}, + "source": [ + "### Parametric V-Antenna Geometry\n", + "\n", + "The helper `v_antenna` converts intuitive geometric inputs (arm length, opening angle, rotation) into Tidy3D primitives. Each simulation clones this geometry with different parameters to sample the phase response." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4453a8df", + "metadata": {}, + "outputs": [], + "source": [ + "# Define the V-antenna structure\n", + "width = 0.22 # Width of the antenna arms\n", + "thickness = 0.05 # Thickness of the antenna arms\n", + "\n", + "\n", + "def v_antenna(center, radius, length, delta, theta):\n", + " # Define the material properties\n", + " medium = td.material_library[\"Au\"][\"Olmon2012crystal\"]\n", + " delta1 = (-theta + delta / 2) * np.pi / 180\n", + " delta2 = (-theta - delta / 2) * np.pi / 180\n", + "\n", + " # Calculate offsets to centralize the antenna\n", + " dx_to_centralize = (length / 2) * np.cos(np.deg2rad(theta))\n", + " dy_to_centralize = (length / 2) * np.sin(np.deg2rad(theta))\n", + "\n", + " # Define the sphere at the center of the antenna\n", + " sphere1 = td.Structure(\n", + " geometry=td.Cylinder(radius=width / 2, center=center, axis=2, length=thickness).translated(\n", + " -dx_to_centralize, dy_to_centralize, 0\n", + " ),\n", + " medium=medium,\n", + " )\n", + "\n", + " # Define the first arm of the antenna\n", + " dx = (length / 2) * np.cos(delta1) - dx_to_centralize\n", + " dy = (length / 2) * np.sin(delta1) + dy_to_centralize\n", + " c1 = (\n", + " td.Box(size=(length, width, thickness), center=(0, 0, 0))\n", + " .rotated(delta1, 2)\n", + " .translated(*center)\n", + " .translated(dx, dy, 0)\n", + " )\n", + " s1 = td.Structure(geometry=c1, medium=medium)\n", + "\n", + " # Define the second arm of the antenna\n", + " dx = (length / 2) * np.cos(delta2) - dx_to_centralize\n", + " dy = (length / 2) * np.sin(delta2) + dy_to_centralize\n", + " c2 = (\n", + " td.Box(center=(0, 0, 0), size=(length, width, thickness))\n", + " .rotated(delta2, 2)\n", + " .translated(*center)\n", + " .translated(dx, dy, 0)\n", + " )\n", + " s2 = td.Structure(geometry=c2, medium=medium)\n", + "\n", + " return [s1, s2, sphere1] # Return the antenna components\n", + "\n", + "\n", + "# Dictionary containing the length and angle parameters of the 8 antennas\n", + "dic_numerator = {\n", + " 0: (180, 45, 0.75),\n", + " 1: (45, -45, 1.35),\n", + " 2: (-90, -45, 1.12),\n", + " 3: (-90 - 45, -45, 0.95),\n", + " 4: (180, -45, 0.75),\n", + " 5: (45, 45, 1.35),\n", + " 6: (90, 45, 1.12),\n", + " 7: (90 + 45, 45, 0.95),\n", + "}" + ] + }, + { + "cell_type": "markdown", + "id": "58db08c9", + "metadata": {}, + "source": [ + "### Mesh Override and Source Placement\n", + "\n", + "Since the structures are much smaller than the target wavelength, it is convenient to create a mesh override region around the metasurface to properly resolve the structures, while using a coarser mesh in the free-space propagation region.\n", + "\n", + "Because the [TFSF](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.TFSF.html) source performs best in a uniform mesh, the size and position of the override region are set equal to those of the source." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7ce82a11", + "metadata": {}, + "outputs": [], + "source": [ + "# Define the mesh override region\n", + "mesh_override = td.MeshOverrideStructure(\n", + " geometry=td.Box(center=center_source, size=size_source), dl=(0.02, 0.02, 0.02)\n", + ")\n", + "\n", + "# Redefine positions for the new geometry\n", + "structure_z_position = -sz / 2 + substrate_thickness + thickness / 2\n", + "size_z_source = 2\n", + "size_source = (2.5, 2.5, size_z_source)\n", + "center_source = (0, 0, structure_z_position - thickness / 2 + size_z_source / 2)\n", + "\n", + "# Define the TFSF source\n", + "source_time = td.GaussianPulse(freq0=fcen, fwidth=fwidth)\n", + "source = td.TFSF(\n", + " center=center_source,\n", + " size=size_source,\n", + " direction=\"+\",\n", + " injection_axis=2,\n", + " pol_angle=0,\n", + " source_time=source_time,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ec17ed6f", + "metadata": {}, + "outputs": [], + "source": [ + "# Adding monitors to keep track of the field profile at the target frequency\n", + "field_mon_y = td.FieldMonitor(\n", + " center=(0, 0, 0), size=(td.inf, 0, td.inf), freqs=[fcen], name=\"field_mon_y\"\n", + ")\n", + "\n", + "field_mon_x = td.FieldMonitor(\n", + " center=(0, 0, 0), size=(0, td.inf, td.inf), freqs=[fcen], name=\"field_mon_x\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "b77c6c58", + "metadata": {}, + "source": [ + "## Simulation using [FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) and [PML](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PML.html#tidy3d.PML)\n", + "\n", + "Now, we can create the simulation object, defining the boundaries as `PML`s.\n", + "\n", + "A silicon substrate and absorbing boundaries define the background structure. We reuse this template with different antenna geometries to form the full batch submission." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "df1fc6b7", + "metadata": {}, + "outputs": [], + "source": [ + "# Defining the structure modeling the substrate\n", + "substrate = td.Structure(\n", + " geometry=td.Box(center=(0, 0, -sz / 2), size=(2 * sx, 2 * sy, 2 * substrate_thickness)),\n", + " medium=td.Medium(permittivity=3.47**2),\n", + ")\n", + "\n", + "\n", + "# Defining the base simulation\n", + "sim = td.Simulation(\n", + " size=(sx, sy, sz),\n", + " grid_spec=td.GridSpec.auto(override_structures=[mesh_override]),\n", + " structures=[],\n", + " sources=[source],\n", + " monitors=[field_mon_y, field_mon_x],\n", + " run_time=run_time,\n", + " boundary_spec=td.BoundarySpec(x=td.Boundary.pml(), y=td.Boundary.pml(), z=td.Boundary.pml()),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "9148638a", + "metadata": {}, + "source": [ + "Next, we create a dictionary containing one simulation for each antenna." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "22e24ae3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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0J/e2J02a5NFzJk6c2OPPSWlpqXtdaJfLZU477TRz/fXXm7lz57qfO3nyZJ+52rVPXo3REwcPHnTfbp/4duazzz7TLbfcotbWVo0aNUqnnHKKoqOjlZeXp2XLlqmlpUX19fW67LLLtHXrVo0dO7bTeQ4cOOC+2k1ycrImT56s+Ph4RUREqKamRtnZ2dq4caOMMfryyy+Vnp6uzZs3Ky4urtP5vvvd73b4VHvChAmaMWOGhgwZoubmZpWWlmrLli0efaJ/11136amnnnLfHzp0qE455RTFx8eroaFBmzZt0tatW2WM0YsvvqiioiL985//VEBA5wf/XXfddXrllVckSaNHj7btUQVnn322QkND1djYqPLycj322GO67777Oh1bXFzsvlqOJN12222djsvOznbfnjlzZo81BAcHa+rUqVqzZo37+WeccUZvXsaAbH/y5Ml67rnntHjxYrW0tOhf//pXh8enTJmi11577bjrRtfoVx05rV9t2bLFfTs8PFxDhw7t85yNjY3uq01J0siRIz16Xn19vT788EN9+eWXqqioUGRkpEaMGKE5c+Z4/TRyqWO/io+PV0JCQo/Pad/X2j//aH/961912mmnac+ePdqyZUuH/+fQ0FC9/vrrGjdu3HFWjq7QrzqiX3WtqqpK77//vvt+T0cetP99nzp1qkf9aObMmfrPf/5zzPOPR39tPyQkRO+++67OPPNMlZWVac2aNe59MkmKjY3Vu+++2+PvE3qPftWRk/qVMUb33HOPWltbJUmjRo3y+pUOe2P//v16/fXXtWPHDtXU1Cg2NlbJyclasGCBJk2a5PXt9fb94JFxR/Ydu+pXQ4cO1d/+9jddfPHFqqur0+eff97h8aSkJL377rte31/sN5bFbL3U2yT/xBNPdI+fNWvWMY+3T3FDQ0NNZGSkee2110xbW1uHcVu3bjVJSUnusddff32X2/zggw/Mr3/9626vILVnzx73Ve8kmcWLF3c6bvPmze4xUVFR5uOPP+5yzt27d5tf/OIXXV7d5oUXXnDPFR0dbZ577jnT1NR0zLilS5d2eK0PP/xwl9u89tpr3eNGjx7d5Thv6MuRXcYY84tf/KLD8y+66CKzbNkyU1xcbGpra8327dvNE088YYYPH+4ec/vtt3c5X1pamnvcs88+61EN3/72t93Pue2223pV/0Bvf82aNebCCy80Q4YMMSEhISYlJcX89Kc/7XRRR3SOfuW//aoz7T/57+lqQZ76y1/+0uET2P3793c59ugLdXT1lZiYaB599NFO/7+P18MPP+yef86cOR49p/0C0REREd2OraioMPfcc48ZP368CQ4ONsOGDTOXXXaZ+fLLL71Rvl+gX9Gv2vNmv3ruuefccwUFBXXbp4wx5tZbb3WPv/zyyz3aRvsFmidPntynevt7+/v27TO33HKLGTlypAkODjaJiYlm8eLFLIzeC/Qr/+5Xzc3NprCw0LzzzjsdfhaCg4PNP//5z+Oa01tHdnX3NXPmzC4vAHa8zjnnHPf89957r0fPaX+xkHPPPbfbsdnZ2eaqq64yI0aMMMHBwWbMmDHmrrvu8trZCQPFkWHX0VffuO+++44Z0/4H2+VymU8++cSj+aKiovp82F5TU5O7+YaFhZmKiopjxvz+9793b7Mvh2VXVVW5D0UMCQkxq1ev7nb89u3bTVhYmJEOn/bX1VX+fCnsMsaYxx9/vMNhrl19TZ061bz66qvdztU+FHv33Xc92v7tt9/ufk5fr25k9fbRM/rV8XFCvzrahx9+2OH7292OqqdqamrMqFGj3HNedtll3Y73NOw68jV37lyPrtzmiXvuucc97wUXXODRczZs2NChnq4uPQ7voF8dH/pVzxYsWOCe6/zzz+9x/GWXXeYef8cdd3i0jXfeecf9nPj4+D7Va/X20TP61fHx5X41fvz4bvdZEhISPL6SdWcGIuw68nXjjTealpaW4661vdmzZ7vnfeKJJzx6zuOPP95hX88fOG6B+vfff1/f/e533fdDQ0O7PB3tiG9+85v6xje+0eXj5557rvvqBkcOP+2L4OBg91X/GhoatGLFimPGVFVVuW8PGzbsuLf14osvuhczv+222zRnzpxux6elpbkXDy0vLz/mVDZf9V//9V/as2ePLrvssi7HDBkyRJdeeqnOOeecbudqv+j9kSuA9KT9uPbPPx5Wbx/eQ7/qyGn9qri4WDfddJP7/plnntljf/HED37wA3399deSDl8155e//GWPzxk2bJhuu+02vffee9qzZ4/q6urU0NCgPXv26JVXXulw6P/q1at1/vnnq76+vs+19rVfHT0HrEO/6oh+1b09e/Zo5cqV7vs9ncIoWb9/Y/X24T30q46c1q+OWLx4sXbu3Onxlaz7Q2pqqn784x9ryZIlKi4uVlNTk6qrq7VlyxY9+uijSk5Odo99/vnndeedd3plu/Qrz/jIyZYdffzxx8dcjryyslJr167tsIaJJD3xxBM9rmXy7W9/u9vHXS6Xpk2bppKSEkmHr3rV1aWI29ezevVqbdu2TeXl5aqpqelwxY2cnBz37c2bN+v888/v8Pz2Nb/66qv63ve+574UaG+0v2z0d77zHY+es2jRIv3pT3+SJK1YsUKXXHLJMWNefvllvfzyy72uxyqff/65fvSjH2nDhg2SpBkzZmjq1KkKCQnRvn37tGLFClVUVOihhx7Sk08+qddff13f/OY3O52roaHBfTskJMSj7YeGhrpv9/UNpNXbR+/QrzznpH7V1NSkb33rW+6rkMXFxXmlhj/84Q8d5nnyySfdVy/sysknn6yCgoJO+8XYsWM1duxYXX311XrwwQf185//XJK0bt06Pf744/rxj3/cp3r72q8ketZAol95jn7VvVdffdV9ldQhQ4Z0uU/VntX7N1ZvH71Dv/KcL/erq6++WqWlpZIO/44WFRVpzZo1qqio0AsvvKCPP/5YDz/8sK6++up+raMzt99+ux566KFj/j04OFgnnHCCTjjhBN1000264oor9Mknn0iSnn76aV1xxRVasGBBn7ZNv/KMT4Zd69at07p167odM2jQID311FM9XjZYUo+NSlKHRQPbp+xHKygo0H333ae3337bvThhT45u1NLhTw8iIyNVW1urjRs3KjU1VYsXL9Z5552nGTNmKDAw0KO5v/jiC/ftP//5z+5FBLtTUFDgvr1v3z6PtmNnzzzzjH7wgx/IGKO0tDS9/vrrxyzkd/DgQd1zzz16/vnndejQIV1yySVaunRpp40oLCxMdXV1kuTR5X0ldfhZ8DR974rV20fv0K/8r18ZY3Tttddq1apVkg7v9LzxxhtKTEzs07wffvih7rrrLvf96667rsORGF2JiorqcYzL5dLPfvYz7d69W3/9618lHX5zcN999/VpEdKwsDD37ePpVxI9ayDRr+hX3uhXxpgOF7S58sorPXoz1td+4Y39Kyu3j96hX/lHv3rwwQeP+bempia99tpr+u///m8VFxfrmmuuUX5+vn7yk58MaG1dXVSgvejoaL399tuaPn26O4R9+OGH+xx20a8845NhV2eioqIUFxenE088UWeccYauueYaxcbGevRcT65+Ehwc7L7d3Nzc6ZhNmzbp9NNP73DlD09UV1cf829xcXF6/vnndc0116i5uVn79u3TQw89pIceekhRUVGaM2eOMjIydP7552v69OmdzltTU9Nh7ueff75XdUnq9Wuxm1WrVun222+XMUbDhw/X0qVL3Ycgtzd48GA999xzqq+v11/+8hc1Nzfr5ptv1tatW+VyuTqMjYqKcodNnqbi7cd58sazO1ZvH31HvzqWk/rVD37wA7355puSpICAAL3yyis688wz+zRnZmamLr/8cvdVh84//3w999xzfa71aD/72c/cYdfBgwe1evXqPu2Qte83x9Ovjp4DA49+dSz6VfdWrFihPXv2uO97cgqj1Pd+4Y39Kyu3j76jXx3LSf3qiJCQEC1evFhTp07VggUL1NzcrAcffFCLFi3S/PnzrS7vGBEREbr33nt14403SpKWLl2qpqYmj4/I6gz9yjM+uWbXgw8+KHN4cX33V3V1tfLz8/XBBx/ojjvu8LixSTomzDgejY2NuvTSS93NYNiwYfrxj3+szz//XPv27VNtba3a2trc9b700kvu57Y/nLW9K664QmvXrtXFF1/cobnW1NRoyZIl+ulPf6oZM2bo5JNP1vLly495/qFDh/r8ulpaWvo8h5V+/vOfu/9/77rrrk6DrvZ+85vfuH8etm/frrVr1x4zpn2Kv3//fo/qOHLIs3T4cP6+sHr76B36lX/1q/vvv1/PPPOM+/7TTz+tK6+8sk9zrl+/vsMaWqeeeqreeuutfrns8/jx4zVmzBj3/b6uSdLXfhUREXHMaY3oP/Qr+lVf+5WkDkeNTJ48WSeffLJHz7N6/8bq7aN36Ff+1a86M3v2bF1zzTWSDh9R+uSTT1pcUdfOOOMM9+26ujrt3bu3T/PRrzzjmCO7rPbOO+8oLy9PkpSUlKR169YpISGhy/GdpfedmT59ut59911VVlYqKytLK1as0IoVK7R+/Xr3JwobNmzQaaedpjfeeKPD+eaRkZEd5qqoqNDgwYN7+9J8VlNTkz7//HP3/UWLFvX4nOTkZE2cOFE7duyQdPhN5tGLOKakpLjfAHraqI4sJi0dXsiwL6zePnwf/ap//PKXv9RvfvMb9/2HH35Yt9xyS5/m3LJli84++2z392D27Nn64IMPOhy+7m0JCQnKz8+X1PlpFb2RkpLivk2/wvGgX/WP/uhX0uEjB/7+97+77x9Z5NoTVvcLq7cP30e/GnhnnnmmXnjhBUnqcFEMuzn656CsrEwTJ0487vlSUlLc64DRr7rmk0d22dGSJUvct++6665uG5vk+Q/lEbGxsbrgggv0yCOPaNWqVSorK9NLL72kUaNGSZJaW1t12223dTg8MTY2tsMn4u3TXH9QVlbW4dx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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "simulations = {}\n", + "fig, axes = plt.subplots(2, 4, figsize=(12, 10), constrained_layout=True)\n", + "\n", + "for key, ax in zip(range(8), axes.flatten()):\n", + " delta, theta, length = dic_numerator[key]\n", + " antenna = v_antenna(\n", + " center=(0, 0, structure_z_position),\n", + " radius=cylinder_radius,\n", + " length=length,\n", + " delta=delta,\n", + " theta=theta,\n", + " )\n", + "\n", + " name = f\"ScatteringCylinder_{key}\"\n", + " simulations[name] = sim.updated_copy(structures=antenna + [substrate])\n", + "\n", + " # Plot the simulation with monitor_alpha=0 and source_alpha=0\n", + " simulations[name].plot(z=structure_z_position, ax=ax, monitor_alpha=0, source_alpha=0)\n", + "\n", + " # Calculate the phase applied by the antenna (example calculation)\n", + " applied_phase = key * (np.pi / 4) # Assuming phase steps of π/4\n", + " applied_phase_deg = np.degrees(applied_phase) # Convert to degrees\n", + "\n", + " # Set the title with the phase\n", + " ax.set_title(f\"Phase: {applied_phase_deg:.1f}°\", fontsize=24)\n", + "\n", + " # Remove axis labels and ticks\n", + " ax.axis(\"off\")\n", + " ax.set_xlim(-1, 1)\n", + " ax.set_ylim(-1, 1)\n", + "\n", + "# Show the figure\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "46d51caf", + "metadata": {}, + "source": [ + "Before running the simulation, we can visualize the setup to ensure everything is correctly placed." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4aa2d011", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+       "
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14:54:51 -03 Maximum FlexCredit cost: 1.575 for the whole batch.                \n",
+       "
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             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
+       "             Batch has completed.                                               \n",
+       "
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+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
\n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Creating the batch object\n", + "batch = web.Batch(simulations=simulations, verbose=True)\n", + "\n", + "# Running the batch\n", + "results = batch.run(path_dir=\"dataScatteringCylinders\")" + ] + }, + { + "cell_type": "markdown", + "id": "22681bdf", + "metadata": {}, + "source": [ + "### Visualizing Scattered Amplitude and Phase\n", + "\n", + "First, we visualize the *Ey* field component and its phase. \n", + "\n", + "Since the fields are complex values, the phase can be easily calculated using the [`np.angle`](https://numpy.org/devdocs/reference/generated/numpy.angle.html) function." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "12e8f238", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plotting the scattered fields and phases\n", + "N = len(simulations)\n", + "fig, axes = plt.subplots(2, int(N / 2), figsize=(5 * int(N / 2), 12), constrained_layout=True)\n", + "keys = list(simulations.keys())\n", + "for col, i in enumerate(range(0, N, 2)):\n", + " key = keys[i]\n", + " result = results[key]\n", + " field = result[\"field_mon_y\"].Ey.squeeze()\n", + " x = result[\"field_mon_y\"].Ey.x.squeeze()\n", + " z = result[\"field_mon_y\"].Ey.z.squeeze()\n", + "\n", + " amplitude = field.real.T\n", + " phase = np.angle(field).T\n", + "\n", + " axes[0, col].pcolormesh(x, z, amplitude, vmin=-0.5, vmax=0.5, cmap=\"RdBu_r\")\n", + " axes[0, col].set_title(f\"Antenna {key}Re(Ey)\", fontsize=14)\n", + " axes[0, col].axis(\"off\")\n", + "\n", + " axes[1, col].pcolormesh(x, z, phase, vmin=-np.pi, vmax=np.pi, cmap=\"twilight\")\n", + " axes[1, col].set_title(\"Phase (rad)\", fontsize=12)\n", + " axes[1, col].axis(\"off\")" + ] + }, + { + "cell_type": "markdown", + "id": "bfdb1f22", + "metadata": {}, + "source": [ + "As we can see, the phase of the transmitted fields increases across different antennas." + ] + }, + { + "cell_type": "markdown", + "id": "bb487926", + "metadata": {}, + "source": [ + "### Extracting On-Axis Phase Delays\n", + "\n", + "We probe the center of the `field_mon_y` plane, compute the complex phase, and reference everything to antenna 0.\n", + "\n", + "It can be observed that the antennas provide a continuous phase variation over 360 degrees." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "b6d012df", + "metadata": {}, + "outputs": [], + "source": [ + "# Collect phase at monitor intersection for each antenna\n", + "phases = []\n", + "for name in simulations:\n", + " monitor = results[name][\"field_mon_y\"]\n", + " value = monitor.Ey.sel(z=20, method=\"nearest\").squeeze()\n", + " phases.append(np.angle(np.mean(value.data)))\n", + "\n", + "phases = np.array(phases)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "314252e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Phase shift summary (deg):\n", + " ScatteringCylinder_0: -0.00\n", + " ScatteringCylinder_1: 38.03\n", + " ScatteringCylinder_2: 107.05\n", + " ScatteringCylinder_3: 162.07\n", + " ScatteringCylinder_4: 180.00\n", + " ScatteringCylinder_5: 218.03\n", + " ScatteringCylinder_6: 287.05\n", + " ScatteringCylinder_7: 342.07\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Reference all phases to antenna 0\n", + "phase_deg = -np.degrees(np.unwrap(phases - phases[0]))\n", + "\n", + "# Bar chart summarizing relative phase at z = 0\n", + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "indices = np.arange(len(phase_deg))\n", + "ax.bar(indices, phase_deg)\n", + "ax.set_xticks(indices)\n", + "ax.set_xticklabels(list(simulations.keys()), rotation=45, ha=\"right\")\n", + "ax.set_ylabel(\"Phase shift (deg) relative to antenna 0\")\n", + "ax.set_title(\"Cross-polarized phase at x = 0, z = 0\")\n", + "ax.axhline(0, color=\"k\", linewidth=0.8)\n", + "ax.grid(True, axis=\"y\", alpha=0.3)\n", + "fig.tight_layout()\n", + "\n", + "# Tabulate numeric values for quick inspection\n", + "print(\"Phase shift summary (deg):\")\n", + "for name, value in zip(simulations.keys(), phase_deg):\n", + " print(f\" {name}: {value:.2f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "176caa30", + "metadata": {}, + "source": [ + "## Phase calculation using a [DiffractionMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.DiffractionMonitor.html) and periodic boundary conditions\n", + "\n", + "Now, we can adapt the simulations from the previous section to use periodic boundaries and replace the [FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) with a [DiffractionMonitor]. We will also replace the [TFSF](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.TFSF.html) source with a [PlaneWave](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html) source.\n", + "\n", + "With this approach, we can also reduce the simulation size in the z-direction." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "1cc735fe", + "metadata": {}, + "outputs": [], + "source": [ + "# Define boundary conditions: periodic in x and y, PML absorbing boundaries in z\n", + "boundary_spec = td.BoundarySpec(\n", + " x=td.Boundary.periodic(), y=td.Boundary.periodic(), z=td.Boundary.pml()\n", + ")\n", + "\n", + "# Set simulation domain center and size for periodic setup\n", + "sim_periodic_center = (0, 0, structure_z_position)\n", + "sim_periodic_size = (sx, sy, 2 * wl)\n", + "\n", + "# Create a diffraction monitor above the structure to capture transmitted/reflected fields\n", + "diffraction_monitor = td.DiffractionMonitor(\n", + " center=(0, 0, structure_z_position + wl - 1),\n", + " size=(td.inf, td.inf, 0),\n", + " freqs=[fcen],\n", + " name=\"diffraction_monitor\",\n", + ")\n", + "\n", + "# Define a plane wave source below the structure\n", + "pw_source = td.PlaneWave(\n", + " center=(0, 0, structure_z_position - wl + 1),\n", + " size=(td.inf, td.inf, 0),\n", + " source_time=td.GaussianPulse(freq0=fcen, fwidth=fwidth),\n", + " name=\"pw_source\",\n", + " direction=\"+\",\n", + ")\n", + "\n", + "# Creating the simulation dictionary for the Batch\n", + "sims_periodic = {\n", + " i: simulations[i].updated_copy(\n", + " boundary_spec=boundary_spec,\n", + " monitors=[diffraction_monitor],\n", + " sources=[pw_source],\n", + " size=sim_periodic_size,\n", + " center=sim_periodic_center,\n", + " )\n", + " for i in simulations.keys()\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "61b5a3d4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
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+       "
\n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Running the Batch\n", + "\n", + "batch_periodic = web.Batch(simulations=sims_periodic, verbose=True)\n", + "results_periodic = batch_periodic.run(path_dir=\"dataScatteringCylindersPeriodic\")" + ] + }, + { + "cell_type": "markdown", + "id": "a70637c4", + "metadata": {}, + "source": [ + "Now, we can analyze the amplitude of the first diffraction order of the cross-polarized component and again use `np.angle` to extract the phase. \n", + "\n", + "As we can see, the results match very well with those from the previous setup." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "dc9a1a15", + "metadata": {}, + "outputs": [], + "source": [ + "phase_s = []\n", + "phase_p = []\n", + "\n", + "for k in results_periodic.keys():\n", + " sim_data_periodic = results_periodic[k]\n", + " diffraction_data = sim_data_periodic[\"diffraction_monitor\"]\n", + " phase_s.append(np.angle(diffraction_data.amps.sel(orders_x=0, orders_y=0, polarization=\"s\"))[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "8d180fdc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Phase shift summary (deg) - periodic:\n", + " ScatteringCylinder_0: -0.00\n", + " ScatteringCylinder_1: 37.99\n", + " ScatteringCylinder_2: 107.35\n", + " ScatteringCylinder_3: 162.19\n", + " ScatteringCylinder_4: 180.00\n", + " ScatteringCylinder_5: 217.99\n", + " ScatteringCylinder_6: 287.35\n", + " ScatteringCylinder_7: 342.19\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "phase_s = np.array(phase_s)\n", + "\n", + "# Reference all phases to antenna 0\n", + "phase_deg_periodic = -np.degrees(np.unwrap(phase_s - phase_s[0]))\n", + "\n", + "# Bar chart summarizing relative phase at z = 0\n", + "fig_periodic, ax_periodic = plt.subplots(figsize=(6, 4))\n", + "indices_periodic = np.arange(len(phase_deg_periodic))\n", + "ax_periodic.bar(indices_periodic, phase_deg_periodic)\n", + "ax_periodic.set_xticks(indices_periodic)\n", + "ax_periodic.set_xticklabels(list(sims_periodic.keys()), rotation=45, ha=\"right\")\n", + "ax_periodic.set_ylabel(\"Phase shift (deg) relative to antenna 0\")\n", + "ax_periodic.set_title(\"Cross-polarized phase at x = 0, z = 0 (periodic)\")\n", + "ax_periodic.axhline(0, color=\"k\", linewidth=0.8)\n", + "ax_periodic.grid(True, axis=\"y\", alpha=0.3)\n", + "fig_periodic.tight_layout()\n", + "\n", + "# Tabulate numeric values for quick inspection\n", + "print(\"Phase shift summary (deg) - periodic:\")\n", + "for name, value in zip(sims_periodic.keys(), phase_deg_periodic):\n", + " print(f\" {name}: {value:.2f}\")" + ] + } + ], + "metadata": { + "applications": [ + "Plasmonics" + ], + "description": "This notebook demonstrates how to simulate phase change behavior in plasmonic V-shaped antennas using Tidy3D.", + "feature_image": "./img/phase_change_antennas.png", + "features": [ + "Total-field scattered-field" + ], + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "python3" + }, + "keywords": "plasmonic antennas, phase control, cross-polarized scattering, Tidy3D, FDTD", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.7" + }, + "title": "How to model phase change antennas using Tidy3D | Flexcompute" + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/case_studies/scattering_far_field.rst b/docs/case_studies/scattering_far_field.rst index 9ed57d95..b4365961 100644 --- a/docs/case_studies/scattering_far_field.rst +++ b/docs/case_studies/scattering_far_field.rst @@ -9,4 +9,5 @@ In this section, we explore the interaction between light and materials at the n ../../PlasmonicYagiUdaNanoantenna ../../ZonePlateFieldProjection - ../../MultipoleExpansion \ No newline at end of file + ../../MultipoleExpansion + ../../PhaseChangeAntennas \ No newline at end of file diff --git a/img/phase_change_antennas.png b/img/phase_change_antennas.png new file mode 100644 index 0000000000000000000000000000000000000000..101ea2bffbf4880baafe4c740b5dc9aa4d0f05af GIT binary patch literal 1513524 zcmYJb3tSU--Y?vJJrA5+1USFiu-l~-Pg`{=`e{kKYd$Wr6uy%Ahs=HWKmGy#$31WSabMQH16hCE zTN_#W7wnk-_VY2Hlrjrn`NJQw{?GRx*GJy|@#i=2pXaLj;y-u(@!|1T-^2#vejYr8 zja7Z|%KzS!L>;Txj_p71IPp~>tMHZo{Au|e?J73>>z{}J4SQ3CRsa8KGWPzlzo2Id 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    14:23:46 -03 Created task 'far_field_1' with resource_id                        \n",
    +       "             'fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2' and task_type 'FDTD'.  \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:23:46 -03\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'far_field_1'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                 View task using web UI at                                          \n",
    +       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86\n",
    +       "             e-4561-ad97-7804b80112e2'.                                         \n",
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    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=865723;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=759396;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=865723;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=321982;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=865723;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[32m-b8b6a55c-f86\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=865723;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[32me-4561-ad97-7804b80112e2'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                 Task folder: 'FFP'.                                                \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=746902;https://tidy3d.simulation.cloud/folders/folder-96f7e105-3c75-4d04-a285-5ce84e45ffa7\u001b\\\u001b[32m'FFP'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "44152138006146bf9d586f92e55d93a4", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    14:23:50 -03 Estimated FlexCredit cost: 0.432. Minimum cost depends on task     \n",
    +       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
    +       "             FlexCredit cost after a simulation run.                            \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:23:50 -03\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.432\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    14:23:52 -03 status = queued                                                    \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:23:52 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = queued \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                 To cancel the simulation, use 'web.abort(task_id)' or              \n",
    +       "             'web.delete(task_id)' or abort/delete the task in the web UI.      \n",
    +       "             Terminating the Python script will not stop the job running on the \n",
    +       "             cloud.                                                             \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", + "\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n", + "\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the \n", + "\u001b[2;36m \u001b[0mcloud. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "44fc2e6ea2f54edbac779e3f85db6ba1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    14:24:00 -03 status = preprocess                                                \n",
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    14:24:05 -03 starting up solver                                                 \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:24:05 -03\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    14:24:06 -03 running solver                                                     \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:24:06 -03\u001b[0m\u001b[2;36m \u001b[0mrunning solver \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a6997e7942224a0fa73383eb219f54e1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    14:24:37 -03 early shutoff detected at 32%, exiting.                            \n",
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    \n" + ], + "text/plain": [ + "\u001b[2;36m14:24:37 -03\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m32\u001b[0m%, exiting. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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                 status = postprocess                                               \n",
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    14:24:39 -03 status = success                                                   \n",
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    14:24:41 -03 View simulation result at                                          \n",
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    +       "             e-4561-ad97-7804b80112e2'.                                         \n",
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    \n" + ], + "text/plain": [ + "\u001b[2;36m14:24:41 -03\u001b[0m\u001b[2;36m \u001b[0mView simulation result at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=96613;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=98146;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=96613;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=19638;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=96613;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[4;34m-b8b6a55c-f86\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=96613;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b8b6a55c-f86e-4561-ad97-7804b80112e2\u001b\\\u001b[4;34me-4561-ad97-7804b80112e2'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "492fc46cd5ee4f89a276d9a946c07635", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    14:28:18 -03 loading simulation from simulation_data.hdf5                       \n",
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    \n" + ], + "text/plain": [ + "\u001b[2;36m14:28:18 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sim_data = web.run(sim_base, task_name=\"far_field_1\", folder_name=\"FFP\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can visualize side by side the field projection using the 2D monitor, with the `window_size` argument set to `(0, 0)`, i.e., using the raw near-field data without filtering, and the far-field projection from the 3D monitor.\n", + "\n", + "For reference, we will also plot the field monitor with the expected field profile, as well as the field monitor showing the raw near fields." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(2, 2, figsize=(8, 8))\n", + "\n", + "sim_data[\"far_field_monitor_0.00\"].power.plot(cmap=\"magma\", ax=ax[0][0])\n", + "sim_data[\"far_field_monitor_3D\"].power.plot(cmap=\"magma\", ax=ax[0][1])\n", + "sim_data.plot_field(\"field_monitor\", \"E\", \"abs\", ax=ax[1][0])\n", + "sim_data.plot_field(\"near_field_monitor\", \"E\", \"abs\", ax=ax[1][1])\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see, the near fields do not decay at the boundaries, and consequently, the field projections do not capture the correct field profile.\n", + "\n", + "Next, we can visualize the far-field projection for different values of `window_size`." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(2, 2, figsize=(12, 10))\n", + "\n", + "sim_data[\"far_field_monitor_0.20\"].power.plot(cmap=\"magma\", ax=ax[0][0])\n", + "sim_data[\"far_field_monitor_0.40\"].power.plot(cmap=\"magma\", ax=ax[0][1])\n", + "sim_data[\"far_field_monitor_0.60\"].power.plot(cmap=\"magma\", ax=ax[1][0])\n", + "sim_data[\"far_field_monitor_0.80\"].power.plot(cmap=\"magma\", ax=ax[1][1])\n", + "\n", + "ax[0][0].set_title(\"window_size = 0.20\")\n", + "ax[0][1].set_title(\"window_size = 0.40\")\n", + "ax[1][0].set_title(\"window_size = 0.60\")\n", + "ax[1][1].set_title(\"window_size = 0.80\")\n", + "\n", + "for axes in ax.flatten():\n", + " axes.set_aspect(\"equal\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Varying the Simulation Plane Size\n", + "\n", + "Now, we will perform the same analysis, but increasing the simulation plane size." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ffed6a76d8b3402682e2645784d52cd0", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "text/html": [
    +       "
    14:28:25 -03 Started working on Batch containing 4 tasks.                       \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:28:25 -03\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m4\u001b[0m tasks. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    14:28:33 -03 Maximum FlexCredit cost: 15.807 for the whole batch.               \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:28:33 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m15.807\u001b[0m for the whole batch. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                 Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
    +       "             Batch has completed.                                               \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", + "\u001b[2;36m \u001b[0mBatch has completed. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "353d4c94160d46039c2af7a4429fd998", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    14:31:54 -03 Batch complete.                                                    \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m14:31:54 -03\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "application/vnd.jupyter.widget-view+json": {
    +       "model_id": "9cbdbeec416a48b0be5718690c3952e4",
    +       "version_major": 2,
    +       "version_minor": 0
    +      },
    +      "text/plain": [
    +       "Output()"
    +      ]
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "text/html": [
    +       "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    }
    +   ],
    +   "source": [
    +    "sims = {}\n",
    +    "for size in [20, 30, 40, 50]:\n",
    +    "    sims[size] = getSim(size)\n",
    +    "\n",
    +    "batch = web.Batch(simulations=sims, folder_name=\"TestesFFPSize\")\n",
    +    "\n",
    +    "batch_data = batch.run(path_dir=\"FFP_Size\")"
    +   ]
    +  },
    +  {
    +   "cell_type": "markdown",
    +   "metadata": {},
    +   "source": [
    +    "As we can see, for larger plane sizes, it is possible to obtain a correct far-field projection. For higher values of the `window_size` argument, the projection becomes closer to the true fields, at the cost of a smaller region of interest.\n",
    +    "\n",
    +    "Therefore, in cases where a 3D field projection monitor is not feasible, and the fields do not sufficiently decay at the edges of a 2D projection monitor, a compromise between the simulation plane size and the usable region of interest is necessary."
    +   ]
    +  },
    +  {
    +   "cell_type": "code",
    +   "execution_count": 10,
    +   "metadata": {},
    +   "outputs": [
    +    {
    +     "data": {
    +      "image/png": 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",
    +      "text/plain": [
    +       "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, Ax = plt.subplots(4, 6, figsize=(24, 17))\n", + "import matplotlib as mpl\n", + "\n", + "for i, size in enumerate(sims.keys()):\n", + " sim_data2 = batch_data[str(size)]\n", + "\n", + " sim_data2[\"far_field_monitor_0.00\"].power.plot(\n", + " cmap=\"magma\", ax=Ax[i][0], add_colorbar=False, vmin=0\n", + " )\n", + " sim_data2[\"far_field_monitor_0.20\"].power.plot(\n", + " cmap=\"magma\", ax=Ax[i][1], add_colorbar=False, vmin=0\n", + " )\n", + " sim_data2[\"far_field_monitor_0.40\"].power.plot(\n", + " cmap=\"magma\", ax=Ax[i][2], add_colorbar=False, vmin=0\n", + " )\n", + " sim_data2[\"far_field_monitor_0.60\"].power.plot(\n", + " cmap=\"magma\", ax=Ax[i][3], add_colorbar=False, vmin=0\n", + " )\n", + "\n", + " sim_data2[\"far_field_monitor_3D\"].power.plot(\n", + " cmap=\"magma\", ax=Ax[i][4], add_colorbar=False, vmin=0\n", + " )\n", + "\n", + " E = (\n", + " np.abs(sim_data2[\"field_monitor\"].Ex) ** 2\n", + " + np.abs(sim_data2[\"field_monitor\"].Ey) ** 2\n", + " + np.abs(sim_data2[\"field_monitor\"].Ez) ** 2\n", + " )\n", + " E.plot(cmap=\"magma\", ax=Ax[i][5], add_colorbar=False, vmin=0)\n", + "\n", + " Ax[i][0].set_title(f\"size = {size}\")\n", + " Ax[i][1].set_title(\"window_size = 0.20\")\n", + " Ax[i][2].set_title(\"window_size = 0.40\")\n", + " Ax[i][3].set_title(\"window_size = 0.60\")\n", + " Ax[i][4].set_title(\"3D projection monitor\")\n", + " Ax[i][5].set_title(\"field_monitor\")\n", + "\n", + " Ax[i][1].axis(\"off\")\n", + " Ax[i][2].axis(\"off\")\n", + " Ax[i][3].axis(\"off\")\n", + " Ax[i][4].axis(\"off\")\n", + " Ax[i][5].axis(\"off\")\n", + "for axes in Ax.flatten():\n", + " axes.set_aspect(\"equal\")\n", + "\n", + "\n", + "plt.show()" + ] + } + ], + "metadata": { + "description": "This notebook demonstrates how to analyze far-field projection limitations with non-decaying fields using Tidy3D.", + "kernelspec": { + "display_name": "td2100rc2", + "language": "python", + "name": "python3" + }, + "keywords": "far-field projection, FDTD, scattering, Tidy3D", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + }, + "title": "How to model far-field projection with non-decaying fields using Tidy3D | Flexcompute" + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/case_studies/scattering_far_field.rst b/docs/case_studies/scattering_far_field.rst index b4365961..decda7d3 100644 --- a/docs/case_studies/scattering_far_field.rst +++ b/docs/case_studies/scattering_far_field.rst @@ -10,4 +10,4 @@ In this section, we explore the interaction between light and materials at the n ../../PlasmonicYagiUdaNanoantenna ../../ZonePlateFieldProjection ../../MultipoleExpansion - ../../PhaseChangeAntennas \ No newline at end of file + ../../PhaseChangeAntennas diff --git a/docs/features/data_visualisation.rst b/docs/features/data_visualisation.rst index 865a4dc6..54557113 100644 --- a/docs/features/data_visualisation.rst +++ b/docs/features/data_visualisation.rst @@ -14,4 +14,5 @@ Visualizing and analyzing data is crucial for validating and extracting meaningf ../../FieldProjections ../../GroupDelayCalculation ../../UnstructuredData - ../../GUIDataTutorial \ No newline at end of file + ../../GUIDataTutorial + ../../FarFieldProjectionNonDecayingField From 91107bb7eeb2f8ebf88a95e7bcc7440b90213d78 Mon Sep 17 00:00:00 2001 From: FilipeFcp Date: Wed, 5 Nov 2025 13:51:08 -0300 Subject: [PATCH 16/17] Beer-Lambert calculation tutorial (#399) Beer-Lambert calculation tutorial --- BeerLambert.ipynb | 550 +++++++++++++++++++++++++++++++++++++++ docs/features/medium.rst | 3 +- 2 files changed, 552 insertions(+), 1 deletion(-) create mode 100644 BeerLambert.ipynb diff --git a/BeerLambert.ipynb b/BeerLambert.ipynb new file mode 100644 index 00000000..70a48ba3 --- /dev/null +++ b/BeerLambert.ipynb @@ -0,0 +1,550 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "68529042", + "metadata": {}, + "source": [ + "# Simulating the Beer-Lambert Law with Tidy3D\n", + "\n", + "In this tutorial, we demonstrate how to translate the absorption coefficient parameter ($\\alpha$ [$\\text{cm}^{-1}$]) into a Tidy3D [Medium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html) and calculate volumetric power absorption using a 3D [FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) and [PermittivityMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityMonitor.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "472042de", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tidy3d as td\n", + "import tidy3d.web as web" + ] + }, + { + "cell_type": "markdown", + "id": "c4278210", + "metadata": {}, + "source": [ + "## Creating a Lossy Medium\n", + "\n", + "Tidy3D follows the $e^{-\\omega t}$ convention, in which losses are represented by a positive imaginary part of the refractive index, here denoted as $k$:\n", + "\n", + "$\\tilde{n} = n + i k$\n", + "\n", + "We can relate $k$ to the absorption coefficient from the Beer-Lambert law:\n", + "\n", + "$I = I_0 e^{-\\alpha z}$\n", + "\n", + "where:\n", + "\n", + "$k = \\frac{\\lambda \\alpha}{4\\pi} \\times 10^{-4}$ (using $\\lambda$ in microns and $\\alpha$ in cm⁻¹)\n", + "\n", + "An important consideration is that Tidy3D uses microns (µm) as distance units, while $\\alpha$ is generally given in cm⁻¹.\n", + "\n", + "With the $k$ value, we can define a lossy medium using the [`td.Medium.from_nk`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html#tidy3d.Medium.from_nk) method.\n", + "\n", + "Let’s consider a medium with a real refractive index of 3 and $\\alpha = 0.5$ $µ\\text{m}^{-1}$.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "da50caf7", + "metadata": {}, + "outputs": [], + "source": [ + "# Define the central wavelength and frequency\n", + "wvl0 = 1.5\n", + "freq0 = td.C_0 / wvl0\n", + "\n", + "n = 3\n", + "alpha = 0.5 # absorption in 1/µm\n", + "k = alpha * wvl0 / (4 * np.pi)\n", + "medium = td.Medium.from_nk(n=n, k=k, freq=freq0)" + ] + }, + { + "cell_type": "markdown", + "id": "883fd7d7", + "metadata": {}, + "source": [ + "### Relating *k* with Conductivity\n", + "\n", + "Alternatively, we can relate the complex refractive index with the complex permittivity and calculate the conductivity $\\sigma$.\n", + "\n", + "$\\tilde{n} = n + i\\kappa$\n", + "\n", + "$\\varepsilon_r = \\tilde{n}^2 = (n^2 - \\kappa^2) + i(2n\\kappa)$\n", + "\n", + "$\\varepsilon'' = 2n\\kappa$\n", + "\n", + "$\\sigma(\\omega) = \\omega \\varepsilon_0 \\varepsilon'' = 2\\omega \\varepsilon_0 n \\kappa$\n", + "\n", + "$\\sigma(\\omega) = \\frac{4\\pi \\varepsilon_0 c}{\\lambda} n \\kappa$ [S/µm]\n", + "\n", + "Again, following Tidy3D’s unit convention, the **conductivity is in units of S/µm.**\n", + "\n", + "With the conductivity value, we can create the same medium using the regular [td.Medium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html) class.\n", + "\n", + "As we can see, the two methods are equivalent." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57f349ff", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "medium conductivity: 0.003982\n", + "medium2 conductivity: 0.003982\n" + ] + } + ], + "source": [ + "# Equivalent conductivity-based definition to verify consistency\n", + "# Note that epsilon is the vacuum permittivity, not the relative permittivity\n", + "sigma = 4 * np.pi * td.EPSILON_0 * td.C_0 * k * n / wvl0\n", + "medium2 = td.Medium(permittivity=n**2, conductivity=sigma)\n", + "\n", + "print(f\"medium conductivity: {medium.conductivity:.6f}\")\n", + "print(f\"medium2 conductivity: {medium2.conductivity:.6f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "5af02210", + "metadata": {}, + "source": [ + "## Simulating the Beer-Lambert Law\n", + "\n", + "With the lossy medium defined, we can use it as the background medium in a simulation and calculate the absorbed power using the following definition:\n", + "\n", + "$P_{abs} = \\tfrac{1}{2} \\, \\omega \\, \\varepsilon_0 \\, \\varepsilon'' \\, |E|^2 = \\tfrac{1}{2} \\, \\sigma \\, |E|^2$\n", + "\n", + "First, let’s define the simulation object." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c47af143", + "metadata": {}, + "outputs": [], + "source": [ + "sim_size = (1, 1, 11)\n", + "sim_center = (0, 0, 4.5)\n", + "\n", + "run_time = 1e-12\n", + "min_steps_per_wvl = 30\n", + "\n", + "# Broadband plane wave incident along +z\n", + "source_time = td.GaussianPulse(freq0=freq0, fwidth=0.2 * freq0)\n", + "source = td.PlaneWave(\n", + " center=(0, 0, 0),\n", + " size=(sim_size[0], sim_size[1], 0),\n", + " source_time=source_time,\n", + " direction=\"+\",\n", + ")\n", + "\n", + "# Periodic lateral boundaries and absorbing PML along propagation\n", + "boundary_spec = td.BoundarySpec(\n", + " x=td.Boundary.periodic(), y=td.Boundary.periodic(), z=td.Boundary.pml()\n", + ")\n", + "\n", + "# 2D slice to inspect field decay through the bulk\n", + "field_monitor = td.FieldMonitor(\n", + " center=(0, 0, 0), size=(td.inf, 0, td.inf), freqs=[freq0], name=\"field_monitor\"\n", + ")\n", + "\n", + "# Bounding box enclosing the integration region for absorbed power\n", + "abs_monitor_geometry = td.Box.from_bounds(rmin=(-1e3, -1e3, 0), rmax=(1e3, 1e3, 1e3))\n", + "\n", + "# Store volume fields for absorption post-processing\n", + "abs_field_monitor = td.FieldMonitor(\n", + " center=abs_monitor_geometry.center,\n", + " size=abs_monitor_geometry.size,\n", + " freqs=[freq0],\n", + " name=\"abs_field_monitor\",\n", + ")\n", + "\n", + "# Matching permittivity sample to extract the imaginary part\n", + "abs_permittivity_monitor = td.PermittivityMonitor(\n", + " center=abs_field_monitor.center,\n", + " size=abs_field_monitor.size,\n", + " freqs=abs_field_monitor.freqs,\n", + " name=\"abs_permittivity_monitor\",\n", + ")\n", + "\n", + "\n", + "# Automatic mesh obeying the min steps per wavelength target\n", + "grid_spec = td.GridSpec.auto(\n", + " min_steps_per_wvl=min_steps_per_wvl,\n", + " override_structures=[],\n", + ")\n", + "\n", + "# Assemble the simulation object with the lossy background medium\n", + "sim = td.Simulation(\n", + " size=sim_size,\n", + " center=sim_center,\n", + " grid_spec=grid_spec,\n", + " medium=medium,\n", + " sources=[source],\n", + " monitors=[field_monitor, abs_field_monitor, abs_permittivity_monitor],\n", + " run_time=run_time,\n", + " boundary_spec=boundary_spec,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6001c9c0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Visual check of the structure cross-section at y = 0\n", + "sim.plot(y=0)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f5e6f1b9", + "metadata": {}, + "source": [ + "Now we can run the simulation and process the data." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "ba081018", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    18:48:19 -03 Created task 'absorption_calculation' with resource_id             \n",
    +       "             'fdve-593f57f7-1490-438d-91a9-76268f2b65e8' and task_type 'FDTD'.  \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m18:48:19 -03\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'absorption_calculation'\u001b[0m with resource_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-593f57f7-1490-438d-91a9-76268f2b65e8'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                 View task using web UI at                                          \n",
    +       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-593f57f7-149\n",
    +       "             0-438d-91a9-76268f2b65e8'.                                         \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=862571;https://tidy3d.simulation.cloud/workbench?taskId=fdve-593f57f7-1490-438d-91a9-76268f2b65e8\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=70059;https://tidy3d.simulation.cloud/workbench?taskId=fdve-593f57f7-1490-438d-91a9-76268f2b65e8\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=862571;https://tidy3d.simulation.cloud/workbench?taskId=fdve-593f57f7-1490-438d-91a9-76268f2b65e8\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=867890;https://tidy3d.simulation.cloud/workbench?taskId=fdve-593f57f7-1490-438d-91a9-76268f2b65e8\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=862571;https://tidy3d.simulation.cloud/workbench?taskId=fdve-593f57f7-1490-438d-91a9-76268f2b65e8\u001b\\\u001b[32m-593f57f7-149\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=862571;https://tidy3d.simulation.cloud/workbench?taskId=fdve-593f57f7-1490-438d-91a9-76268f2b65e8\u001b\\\u001b[32m0-438d-91a9-76268f2b65e8'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                 Task folder: 'default'.                                            \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=975916;https://tidy3d.simulation.cloud/folders/folder-f9e994c1-6315-4b44-af3a-c2cb1435b23a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "6a0979e840fc4252b9e23c1504b41608", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "text/html": [
    +       "
    18:48:22 -03 Estimated FlexCredit cost: 0.026. Minimum cost depends on task     \n",
    +       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
    +       "             FlexCredit cost after a simulation run.                            \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m18:48:22 -03\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.026\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    18:48:23 -03 status = success                                                   \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m18:48:23 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b877fe4a713a4618a3469f35fa451110", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "text/html": [
    +       "
    18:48:29 -03 loading simulation from simulation_data.hdf5                       \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m18:48:29 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Submit the simulation to Tidy3D Cloud\n", + "sim_data = web.run(sim, task_name=\"absorption_calculation\")" + ] + }, + { + "cell_type": "markdown", + "id": "ccea87ef", + "metadata": {}, + "source": [ + "## Data Processing\n", + "\n", + "First, let’s plot the fields, where we can observe an exponential decay in the field intensity." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "af10eacb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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nLOMcOnRIBCDu2rUr3WPvP6c0rq6uWl0b0l5Dvr6+Wn9L3t7eoiAIWmM0UlJSxNKlS2f4N3b69GkRgLh58+YscyaSUkBAgKhQKMTjx49rXm9LlizJ9ry0bl452fLaXfLBgwdi69atxZUrV4o7d+4UlyxZIpYpU0ZUKBTi7t27sz1/8+bNYt++fcX169eL27dvF6dMmSKam5uLJUqUEB8+fKh1bPv27cV58+aJO3bsENesWSM2btxYBCCOHz8+0+tn1R30/v37olKpFOfOnau1/+rVq6KRkVG6/dnJTXfQV69eiSYmJmLXrl1zdHxm3UHTfsfr1q1L99j7759pXRAHDx6s2Zf2figIgtZY8Tdv3ohmZmYZdiHLT3fQW7duiQDElStXau3v0KGDWLZs2WyHBDRt2jRHf8/ZdX07f/68CED86aef0j02btw4EYDWZ/v70rofvv83Koqi6OnpKdavXz/L+Fl1B5X6cy+/3UGbNm2a4+6gafdi2W25HRKU2+6goaGhIgBx9uzZWvv37dsnAhAtLS01+9q3by/a2tpqup6mSRtv/M033+T6mrNnzxYtLCzE27dvax07ceJEUalUZvh3lSan3UHfxe6gupPjlkC1Wo0dO3agffv2GX7b9H4z7aBBg7S+1T106BCSkpIwZswYKBQKreMmTZqEPXv2oF+/fppvS/bv348PP/xQ863Du9K+zfz999/Rr18/retlJSfnbd26FVWqVEHlypXxzz//aPa3aNECwNtuiQ0aNMCOHTugVqsxbdq0dNfJS5P1hQsX8OLFC8yYMQOmpqaa/e3atUPlypWxZ88ezJw5U+uc92eRa9y4MTZs2JBtrHe/2YmOjkZiYiIaN26M77//Hn/99Vem3TqzYmNjg48//hi//PILAgMDIQgCUlNTsXnzZvj5+cHCwkJz7MaNG7W6g2Xmgw8+0Px/fHy8Vkvzu0xNTbO9Xnx8PFQqVYbnpj3+7n8zOza7OK9evQKADL9py60BAwZo/S15eXkhJCQEAwYM0OxTKpWoW7eu1rdyadJyePfvmEhuM2bMwO7du9GnTx/ExMSgadOmGDVqVLbnOTk5ZTqb7/vy8h4GAGXKlMH+/fu19vXq1QtVq1bFF198gXbt2mV5fteuXdG1a1fNz35+fvD19UWTJk0wd+5crFq1SvPYzp07tc7t168f2rZti0WLFmHkyJFawyhy4n//+x/UajW6du2q9Zp3cnJChQoVcOTIkQKbCXPbtm1ISkrKV1fQvBo4cKDm/9PeDx8/fqz1Pmlra4tKlSrh77//1mnsihUrwsvLCxs3btR8Hr9+/Rp//PEHxo8fn+29wMKFC/HmzZts4zg7O2f5eHafW2nHZPR4Ts6PiorKNkddye/nnpTGjx+fbWsvoJv7gazUqVMHXl5emDdvHkqVKoXmzZvj5s2bGDZsGIyNjbXuW4YNG4Zdu3ahW7dumDt3LiwsLLBixQpcuHABwH9/C7m55tatW9G4cWMUK1ZM673Hx8cHX3/9NY4fP655b3i/J1jarOvv36e82xOMCk6Oi8CXL18iKioqx93K3NzctH5OWy/t3X7IwNtudh988IHmcTc3N/j7+2PRokXYuHEjGjdujA4dOmj6/ANvu3/8+OOPGDhwICZOnIiWLVuiY8eO6Ny5c5YFYU7Ou3PnDm7evAl7e/sMr/HixQsAwL1796BQKFC1atUc/XtkJ7N/HwCoXLkyTp48qbXP1NQ0XY7FihXL0QfK9evXMWXKFBw+fDjdm/u74y5zq3fv3ti8eTNOnDiBJk2a4NChQ3j+/Dl69eqldVzDhg1zfW0zM7NMx+ckJCRkO47FzMwswzGdaV050s5P+29mx+Z0vIyog7EK747tAKD5+3dxcUm3P6Pfe1oO7EdPhYmJiQnWrl0LT09PmJqaYt26dTn6GzU1NYWPj49Ocnh/uQYbG5tMX9t2dnbo168fvv76azx+/DjXxVmjRo3g5eWFQ4cOZXmcIAgYO3Ys9u/fj6NHj+bo5vJdd+7cgSiKGXY7BaDpHhsTE6O13I1Sqcz08y6nNm7cCDs7O7Rt2zZf18mLjN4nTU1NUaJEiXT7076k06XevXtjxIgRePDgAVxdXbF161YkJyen+9zLiIeHh05yyO5z691j8nJ+XseJ5kV+P/ekVLVqVZ3dA+bXb7/9hm7duqF///4A3r6u/f39cezYMdy6dUtzXNu2bfHdd99h4sSJmmEr5cuXx9y5czF+/Hitbsc5veadO3dw5cqVbO+bAaB27doZrp/8/rnTp0/PcCwp6VauxgTmRn7eNBYuXIi+ffvi999/x4EDBzBq1CgEBgbizJkzKF26NMzMzHD8+HEcOXIEe/bswb59+7B582a0aNECBw4cyHRcSU7OU6vVqFGjhma8yvvefyOSS1ZjZ7ISERGBpk2bwtraGrNmzUK5cuVgamqKixcvYsKECfkaxOvr6wtHR0f8/PPPaNKkCX7++Wc4OTmlu3F7+fJljsYEWlpaat6QSpYsidTUVLx48QIODg6aY5KSkvDq1atsvyktWbJkugl2gLdrcAH/fdNasmRJrf3vH5tdnOLFiwNArj6cMisYM/sdZ7Q/o2uk5fD+zRCR3NJa2xISEnDnzp10XxpmJDU1NcdrntnZ2WXacwD473WeZt26dVmuO5X2vv/69etcF4Fp579705STOLmlVqshCAL++OOPDN8j0t5Lv/nmG61eJa6urrlej+xdDx8+xIkTJzB48OB8jcMEMv/CKqvPi4yea2bvnbr4cu593bt3x9ixY7Fx40ZMmjQJP//8M+rWrZvhF7rve/36dY4mHzIzM8tyTFl2n1t2dnaZtgK+f/779zjPnj3TjJ3Xpcx+p/n93JNSZGRkjno1mZiY5Gpyp7woVaoUTp48iTt37iA8PBwVKlSAk5MTnJ2dUbFiRa1jR4wYgX79+uHKlSua+Q7S1nd899icXlOtVqNVq1YYP358hrm9e+z7PcEOHDiABQsWpOvl8W5PMCo4OS4C7e3tYW1tjWvXruUpUNqi2bdu3dL65SYlJSEsLCxdoVCjRg3UqFEDU6ZMwenTp9GwYUOsWrUKc+bMAQAoFAq0bNkSLVu2xKJFi/DVV19h8uTJOHLkSJbfFmd3Xrly5fDnn3+iZcuWWX47Xa5cOajVaty4cQPu7u6ZHpfTVph3/33Sup6muXXrls4WHT969ChevXqF//3vf1oD5MPCwtIdm9sWJKVSiU8//RRBQUGYN28eduzYka5bMAB4enpm+E3Q+979Jijt3/jChQv48MMPNcdcuHABarU6y99B2vlHjhxBVFSU1uQwZ8+e1bp+9erVYWRkhAsXLmh160pKSsLly5e19mWkcuXKADL+9wTedr9937vfkulSWg5ZDWwnktqVK1cwa9Ys9OvXD5cvX8bAgQNx9erVbCdOePToUY6KReBtt/20mZgz8v4NR7Vq1bK8Xlo3wry2mP399985Ojc/ccqVKwdRFOHm5pbupu9dvXv3RqNGjTQ/57eV55dffoEoijrpCprWbe79GcNz8nkhFzs7O7Rr1w4bN25Ez549cerUqRxPhNGxY0ccO3Ys2+P69OmT4YypaUqVKgV7e3tNl753nTt3Lkefj8Dbz9N3C76nT5/i8ePHWrNq51axYsXS/T6TkpIyLFj1zejRo7F+/fpsj2vatKlks4xWqFBB0xvgxo0bePbsWYZfcFlYWMDb21vz86FDh2BmZpZhT63srlmuXDnExMTkqKfG+9d//PgxAOislwflTo6LQIVCAT8/P/z888+4cOFCunGBoihmWTT4+PjAxMQES5cuRZs2bTTHrlmzBpGRkZqxFlFRUTA3N9eaprhGjRpQKBSargrvz8QF/PcmllF3hjQ5Oa9r167Yu3cvfvjhh3RvfPHx8VCr1bCwsICfnx8mTJiAWbNmYdu2bVrdUN/9t7CwsEj3BpiRunXrwsHBAatWrUL//v0139r98ccfuHnzJqZNm5btNXIirSB79xu0pKQkrFixIt2xFhYWue4e2qtXLyxevBhDhgxBTExMhl2a8jImsEWLFrCzs8PKlSu1isCVK1fC3Nxca6zOP//8g3/++QdlypTR9Cnv3LkzvvnmG6xevRpffvklgLe/83Xr1sHLy0vz7aeNjQ18fHzw888/Y+rUqZopmzds2ICYmBh06dIly5xLlSoFFxeXDD+MAaT7IPjjjz+QkJBQIN9ohoaGwsbGJtsbXCKpJCcno2/fvnB2dsa3336LsLAweHp6YuzYsVi7dm2W5+pyTGBmNxwvX75MV4A9efIEa9euRc2aNbVaEJ89e4bIyEiUK1dO0wKW0fl79+5FaGio1rjH169fw8bGRusLsuTkZHz99dcwMTFB8+bNc/Q839WxY0cEBARg5syZ+Pnnn7U+j0VRxOvXr1G8eHF88MEHOv2WfdOmTShTpoxWYZlX1tbWKFGiBI4fP44xY8Zo9mf0+VSY9OrVCx07dsS4ceOgVCrTTaufGV2NCQSATp06Yf369Xj06JHm8yw4OBi3b9/G2LFjNcclJyfj3r17sLGx0fw9V6tWDZUrV8bq1asxZMgQzd/lypUrIQgCOnfunKPnk5Fy5crh+PHjWvtWr15dqJaDySu5xgTeu3cPwNt/28yo1WqMHz8e5ubm6eaPeN/p06fxv//9D8OGDcvyy7jMrtm1a1fMmDED+/fvT7ccWEREBCwtLbXu6QtSZGQknj17hpIlS2qeS0Z/80DO/h0NXa5+K1999RUOHDiApk2bapZPePbsGbZu3YqTJ09mOf20vb295gOqTZs26NChA27duoUVK1bA09NT80I6fPgwRowYgS5duqBixYpISUnBhg0boFQq0alTJwDArFmzcPz4cbRr1w6urq548eIFVqxYgdKlS2f5QZST83r16oUtW7Zg6NChOHLkCBo2bIjU1FT89ddf2LJlC/bv34+6deuifPnymDx5MmbPno3GjRujY8eOUKlUOH/+PJydnTXTC3t4eGDlypWYM2cOypcvDwcHh3QtfcDb8Rrz5s1Dv3790LRpU/To0UOzRETZsmW13sTzo0GDBihWrBj69OmDUaNGQRAEbNiwIcMixMPDA5s3b4a/vz88PT1haWmJ9u3bZ3n92rVro3r16poJdjJaKiGvYwJnz56N4cOHo0uXLvD19cWJEyfw888/Y+7cuVrF/bJlyzBz5kyt1gAvLy906dIFAQEBePHiBcqXL4/169fj/v37mm4QaebOnYsGDRpo/s4fP36MhQsXonXr1mjTpk22uX788cfYvn17hl+M3Lx5Ex9++CE6dOiAp0+f4ttvv4WNjQ1Onz6NX375BT169Mj1v01mDh48iPbt23NMIBUac+bMweXLlxEcHAwrKyvUrFkT06ZNw5QpU9C5c2etL3jep8sxgZkZP3487t27h5YtW8LZ2Rn379/H999/j9jYWHz77bdaxwYEBGD9+vUICwvTrKHaoEED1K5dG3Xr1oWNjQ0uXryItWvXwsXFRWtSlp07d2LOnDno3Lkz3Nzc8Pr1a2zatAnXrl3DV199BScnJ61YaT1grl+/DuDtl1Jp48TTlt8pV64c5syZg4CAANy/fx9+fn6wsrJCWFgYtm/fjsGDB2u+AMvMgwcPNJOLpX2RlRbb1dU13Ti3a9eu4cqVK5g4caLO3mcGDhyIr7/+GgMHDkTdunVx/Phx3L59WyfXzqmjR4+iefPmOR6X1K5dOxQvXhxbt25F27ZttYYsZEVXYwIBYNKkSdi6dSuaN2+O0aNHIyYmBgsWLECNGjXQr18/zXFPnjxBlSpV0rUuLliwAB06dEDr1q3RvXt3XLt2DcuWLcPAgQPz1Ztk4MCBGDp0KDp16oRWrVrhzz//xP79+yUdpnD//n24ubll26KaW7ocExgZGYnvvvsOADTLli1btgy2trawtbXFiBEjNMe2bNkSALS6cY8ePRoJCQlwd3dHcnIyNm3ahHPnzmH9+vVa4ywfPHiArl27okOHDnBycsL169exatUq1KxZE1999ZVWTjm95rhx47Bz50589NFH6Nu3Lzw8PBAbG4urV69i27ZtuH//fr5/37t27cKff/4J4G1Rd+XKFc17U4cOHVCzZk0AwPbt29GvXz+tLv6Z/c1n9O9Y5OR2OtEHDx6IvXv3Fu3t7UWVSiV+8MEH4vDhw8XExERRFP+b7jWjZSRE8e2SEJUrVxaNjY1FR0dHcdiwYeKbN280j//9999i//79xXLlyommpqainZ2d2Lx5c/HQoUOaY4KDg8WPP/5YdHZ2Fk1MTERnZ2exR48e6aanfV9Oz0tKShLnzZsnVqtWTVSpVGKxYsVEDw8PcebMmWJkZKTWsWvXrhVr166tOa5p06biwYMHNY+Hh4eL7dq1E62srLSmCn5/iYg0mzdv1lzPzs5O7Nmzp/j48WOtY/r06SNaWFike35ZTdP8rlOnTon169cXzczMRGdnZ3H8+PHi/v370+UTExMjfvrpp6Ktra0IIMfLRcyfP18EIH711Vc5Oj43Vq9eLVaqVEk0MTERy5UrJy5evDjdNNxp/w7v/9vGx8eLX375pejk5CSqVCrR09NT3LdvX4ZxTpw4ITZo0EA0NTUV7e3txeHDh6ebUjkzFy9eFAGkW2YEgOjv7y926dJFNDMzE0uWLCkuW7ZMXLVqlWhubi4OHDhQFMXMX0Npz+v9JU4y+nu4efOmCEDrdUMkp9DQUNHIyEgcOXKk1v6UlBTR09NTdHZ21voskMOmTZvEJk2aiPb29qKRkZFYokQJ8ZNPPhFDQ0PTHZs2Pfy707hPnjxZdHd3F21sbERjY2OxTJky4rBhw8Tw8HCtcy9cuCC2b99eLFWqlGhiYiJaWlqKjRo1Erds2ZJhXshi+vn3/fbbb2KjRo1ECwsL0cLCQqxcubI4fPhw8datW9k+/7TPpYy2jKa5nzhxoghAvHLlSrbXfldmS0SI4tsljAYMGCDa2NiIVlZWYteuXcUXL15kukRETt4PRTHzqf8zWiJi165dWksH5cTnn38uAhA3bdqU43N07dq1a2Lr1q1Fc3Nz0dbWVuzZs2e6v720JRQymmJ/+/btoru7u6hSqcTSpUuLU6ZMEZOSkrKNm9W9R2pqqjhhwgSxRIkSorm5uejr6yvevXs30yUi8vO59+7ze3eJiKtXr4oAxIkTJ2b7XHKzRIQuZbUEzvuvFVdX13T71q1bJ9aqVUu0sLAQraysxJYtW4qHDx9OF+f169fixx9/LDo5OYkmJiaim5ubOGHChAzvb3J6TVEUxejoaDEgIEAsX768aGJiIpYoUUJs0KCB+M0332T5N5TTJSKyWo7j3SVl0q737r7M/uYz+ncsanJdBBJlZ8mSJaIgCOKDBw/kTkU2LVq0ED/77DOtfe/fxBSk0aNHi7Vr1852nSoiIqn16dNHdHFxEV++fClb4Z+SkiK+fPlS3LFjR7oicNy4cWLp0qWzXFvvfWPGjBGtrKzE2NjYgki3UHu3UPvnn39kyUGtVosvX77UfAn7bhG4fPly0cLCIl1BTFTUSdNJl4oMURSxZs0aNG3aNN1Uz0XJV199hcaNG2POnDk6m9Qnp169eoUff/wRW7ZsYVdQIiqUHj16BHt7e1SrVi3PE87lx9WrV1G7du0MHzty5AimTp2a5Yya70pISMDPP/+MTp06Fem1zezt7WFhYaG1BIlUIiMjM51Q6ciRIxg1ahQcHR0lzoqocGMRSDoRGxuLnTt34siRI7h69Sp+//13uVOSlZeXV46m/i4IxYsXl+VDmIgoJ96dUOPddcmkVL58ea2JhtLGFAHA+fPnc3SNFy9e4NChQ9i2bRtevXqF0aNH6zxPffDujLNSTQDyPktLS63f57sz5G7dulWOlIgKPRaBpBMvX77Ep59+CltbW0yaNAkdOnSQOyUiIiqECsMi25aWlvmeaOjGjRvo2bMnHBwcsHTp0myXYjBUup5xNi+MjIy4zABRLgmiKPNqm0RERERERCQZRfaHEBERERERkaFgEUhERERERFSEcEygAVCr1Xj69CmsrKxkmw1SFEVER0fD2dkZCoX83y3cvn0bVRp3RvyjCzAxMZE7HaJcKQyvaSIiItIvubkf55hAA/D48WO4uLjInQaAt9N+ly5dWu40oLApAzHqERSlvJD6+Izc6RDlSmF6TRMREZF+ycn9OFsCDYCVlRUA4O6dO5r/l1p0dDTKV6ggW/x3HTt2DGJMOJRlGiH1yXlERETA1tZW7rSIciztdfTo0SNYW1vLnA0RERHpg6ioKLi4uOTofpxFoAFI6y5mZWUl+w2j3F3X1Go1mrftDIVjTQjFykN4fRfFKzVB6vMrsuZFlBtpryNra2vZX9NERESkX3JyPy7/4K1C4vjx42jfvj2cnZ0hCAJ27Nih9bgoipg2bRpKliwJMzMz+Pj44M6dO9led/ny5ShbtixMTU3h5eWFc+fOaT2ekJCA4cOHo3jx4rC0tESnTp3w/PnzPD0HURBk3QqDzZs3Q0yJg8K+KgRBgNLZE+qXN/Dw4UO5UyMiIiIiKhRYBP4rNjYWtWrVwvLlyzN8fP78+Vi6dClWrVqFs2fPwsLCAr6+vkhISMj0mps3b4a/vz+mT5+OixcvolatWvD19cWLFy80x4wdOxa7du3C1q1bcezYMTx9+hQdO3bM03NIUYuybnJLTEzEp30HQ+lUB4LibSO3YF4Cgq0ryrq3kDk7IiIiIqLCgRPDZEAQBGzfvh1+fn4A3rYCOjs744svvsCXX34JAIiMjISjoyOCgoLQvXv3DK/j5eUFT09PLFu2DMDbroouLi4YOXIkJk6ciMjISNjb22PTpk3o3LkzAOCvv/5ClSpVEBISgvr162d43cTERCQmJmp+Tuv/e/vhU1jJ1HUsOioKFcs4IzIyUrbua8pS9aB+fRdGlTpAEP77fkNMjEbKX9txMfQ8ateuLUtuRLkRFRUFGxsbWV9PREREpF9yc//AlsAcCAsLQ3h4OHx8fDT7bGxs4OXlhZCQkAzPSUpKQmhoqNY5CoUCPj4+mnNCQ0ORnJysdUzlypVRpkyZTK8LAIGBgbCxsdFsabMIJqWKsm5yevPmDdTP/4TS2VOrAAQAQWUFRYkq8GjyEfidBxEREREVdSwCcyA8PBwA4OjoqLXf0dFR89j7/vnnH6SmpmZ5Tnh4OExMTNLNXJnVdQEgICAAkZGRmu3Ro0e5fUoGp0SlxhDMS0BhXSrDxxWONSHG/4P9+/dLnBkRERERUeHC2UH1kEqlgkqlSrffWCHAWCHPBC1yxQXettSq//kLRhU/yvQYwUgFhaM72n7SAykx/0CpVEqYIRERERFR4cGWwBxwcnICgHSzdj5//lzz2PtKlCgBpVKZ5TlOTk5ISkpCREREjq+bFaUg7yaXcnV8INi6QTCzy/I4RYnKgDoFKremEmVGRERERFT4sAjMATc3Nzg5OSE4OFizLyoqCmfPnoW3t3eG55iYmMDDw0PrHLVajeDgYM05Hh4eMDY21jrm1q1bePjwYabXzYqJkQIqmTYTI3n+lC5cuAAx6iGUJetke6ygUEJZ0gOp4ZcQGxsrQXZERERERIUPu4P+KyYmBnfv3tX8HBYWhsuXL8POzg5lypTBmDFjMGfOHFSoUAFubm6YOnUqnJ2dNTOIAkDLli3xySefYMSIEQAAf39/9OnTB3Xr1kW9evWwZMkSxMbGol+/fgDeTi4zYMAA+Pv7w87ODtbW1hg5ciS8vb0znRk0KypBDZWgzt8/RB7JEVcURdRr1h6KElUhmFjk6BzB1g3Cy+uwLt8Eqc9CCzhDIiIiIqLCh0Xgvy5cuIDmzZtrfvb39wcA9OnTB0FBQRg/fjxiY2MxePBgREREoFGjRti3bx9MTU0159y7dw///POP5udu3brh5cuXmDZtGsLDw+Hu7o59+/ZpTRazePFiKBQKdOrUCYmJifD19cWKFSvy9BwUSXFQJMkz1k2RFCd5zD179kBMeAPlBy1zfI4gCFA4eyL170N48eIFHBwcCjBDIiIiIqLCh+sEGoC0NUFe/n0D1lZW8uQQHQ37D6pKtq5ZSkoKjC1LQFGiMpT2VXN//t+HIJhYIPXlzQLIjih/uE4gERER5RbXCSyihNRkWTcpmbo1BUQ1FMUr5el8pXNdqF/dwa1bt3ScGemzwMBAeHp6wsrKCg4ODvDz80v3N9KsWTMIgqC1DR06VOuYhw8fol27djA3N4eDgwPGjRuHlJQUKZ8KERERUabYHdSACOpUCGp5bjQFdapksWJiYpAafgnK0vUhKPLW/VUwtYXCrjyqeLWGOuKBjjMkfXXs2DEMHz4cnp6eSElJwaRJk9C6dWvcuHEDFhb/jTsdNGgQZs2apfnZ3Nxc8/+pqalo164dnJyccPr0aTx79gy9e/eGsbExvvrqK0mfDxEREVFGWAQaEFEQIAryNO6KgnRrRNhUaAzBxBKCjWu+rqNwqo2Um9tw8uRJNGrUSEfZkT7bt2+f1s9BQUFwcHBAaGgomjRpotlvbm6e6TIuBw4cwI0bN3Do0CE4OjrC3d0ds2fPxoQJEzBjxgyYmJgU6HMoaib+sgDmJqaY1mmk3KkQERHpDXYHNSCikUrWTSrqiIdQ2FeFkM/CUzA2g1DsA2zfvl1HmZGhiYyMBADY2WmvQblx40aUKFEC1atXR0BAAOLi/psYKSQkBDVq1NCaAMrX1xdRUVG4fv16hnESExMRFRWltVH2IuOiEXTsN6w4uBFPXj/P/gQiIiICwJZAw6I0AYxkamVQShe3ViUXXIvSzZ+uIPAlQBlTq9UYM2YMGjZsiOrVq2v2f/rpp3B1dYWzszOuXLmCCRMm4NatW/jf//4HAAgPD9cqAAFofg4PD88wVmBgIGbOnFlAz8RwqcX/lqYJuXMRnb3aypgNERGR/uAdsAFRm5hDncP18nQfW7oxgQAgCIo8jwd870L5vwYZpOHDh+PatWs4efKk1v7Bgwdr/r9GjRooWbIkWrZsiXv37qFcuXJ5ihUQEKBZlgZ4O7uXi4tL3hIvQt6d2zrk9iUWgURERDnEItCAJIoKJIry9PCVPK5CN0VgfruUkmEaMWIEdu/ejePHj6N06dJZHuvl5QUAuHv3LsqVKwcnJyecO3dO65jnz992VcxsHKFKpYJKJV2XakMUcueS3CkQERHpDRaBBiQhRQ3jFHX2BxZQbCkJglJHLYEcFkv/EUURI0eOxPbt23H06FG4ublle87ly5cBACVLlgQAeHt7Y+7cuXjx4gUcHBwAAAcPHoS1tTWqVs39mpaUORH/NQX+/eIRnkf+A0ebEjJmREREpB9YBBqQlFQRKali9gcWUGwifTd8+HBs2rQJv//+O6ysrDRj+GxsbGBmZoZ79+5h06ZN+PDDD1G8eHFcuXIFY8eORZMmTVCzZk0AQOvWrVG1alX06tUL8+fPR3h4OKZMmYLhw4ezta+Ahdy+BD/PVnKnQUREVOixGcSApAJIFWXaJH6uwr/dQfO7cUwgvWvlypWIjIxEs2bNULJkSc22efNmAICJiQkOHTqE1q1bo3Llyvjiiy/QqVMn7Nq1S3MNpVKJ3bt3Q6lUwtvbG5999hl69+6tta4g6YYoan/5xC6hREREOcOWQAOiFkWo37spkjK2pBQKCEqOCSTder+oeJ+LiwuOHTuW7XVcXV2xd+9eXaVFmWARSERElDcsAg2IsSDAWCFPUWMscTGlEBRQ6GRiGDaGExmK28/C8E/0G5SwKiZ3KkRERIUai0ADojJSQGUkT1GTJFNcIirK3rYECoKAiiXdcOvp3zhz5xI+qtNC5ryIiIgKNxaBBsRIARjLVItJXQNynUAiepd3hdq49fRvhLAIJCIiyhaLQANiqhBhqpBnTGCS1HG5TiBRkZc2JFCAAO8KtRF07DeE3Oa4QCIiouywCDQgisQYKBLlKWoUiTGyxCUiAt62BALAzaf38CY2EsUsbGTOiIiIqPBiEWhAhOR4CEny/EqF5Hhp4wkCBIUO+qCyJZBIb4nvjAl0sCmO8o6uuPv8Ac7e+RNt3JvInB0REVHhxSLQgAjqVAjqFNliSxpPR91BwdlBiQyGd8XauPv8AULuXGQRSERElAUWgYZEnfJ2kyu2lASlbsYEgi2BRPoqbZ3AtFexd4Xa2HBiB9cLJCIiygaLQEMiKORr2WKLGhHJrP6/4wKvPbqDqPgYWJtZypwRERFR4cQi0ICIxqYQjc1kii1tSyCXiCAiTUvgv69j52IOKGtfGvdfPsaZO5fRumYjOdMjIiIqtFgEGhC1iQXUKnm++VYnqiWNJygVEJQ66A6qYBFIZEgaVfLA/ZePcep2KItAIiKiTLAPnwERjVSybpL6tyUwv1tuu7EeP34c7du3h7OzMwRBwI4dO7QeF0UR06ZNQ8mSJWFmZgYfHx/cuXNHh0+ciNKkrU767nqfjSrVBQCcuhUqQ0ZERET6gUWgAUlQC7JuRUFsbCxq1aqF5cuXZ/j4/PnzsXTpUqxatQpnz56FhYUFfH19kZCQIHGmREVTw0p1AADXHt3G65hImbMhIiIqnNgd1IDEJYtQJovZH1hAsaWkqzGBuZ0dtG3btmjbtm2Gj4miiCVLlmDKlCn4+OOPAQA//fQTHB0dsWPHDnTv3j3f+RLRf/6bHfS/17G9dXFUcv4At57+jdO3Q/FRnRZypUdERFRosSXQgCSp1UhKlWlTSzsmUKFQQKFQ5nsTBAGpqamIiorS2hITE3OdU1hYGMLDw+Hj46PZZ2NjAy8vL4SEhOjy6RNRFhpV8gAAnGSXUCIiogyxCDQgqaK8m6R0OCbw7NmzsLGx0doCAwNznVJ4eDgAwNHRUWu/o6Oj5jEi0h0R2rODpvlvXOAFyXMiIiLSB+wOSkWel5cX9u/fr7VPpZJ4ohsi0hnvCrWhEBS4E/4A4REv4WRrL3dKREREhQpbAg2IsUKQdZOSoNBVS6AApVIJa2trrS0vRaCTkxMA4Pnz51r7nz9/rnmMiHTnvzGB2mwtrFGjTCUAnCWUiIgoIywCDYiZUoCZkUybUuIiUEfdQd/vRpYfbm5ucHJyQnBwsGZfVFQUzp49C29vb53FIaLspY0LPMEuoUREROmwO6gBsTBRwtIk/zNm5oVaprhSi4mJwd27dzU/h4WF4fLly7Czs0OZMmUwZswYzJkzBxUqVICbmxumTp0KZ2dn+Pn5yZc0kYFKawlEBl/mNKpUF8sP/IwTf12AKIo6/cKHiIhI37EINCBKdTKU6mTZYktKR0tE5Hax+AsXLqB58+aan/39/QEAffr0QVBQEMaPH4/Y2FgMHjwYERERaNSoEfbt2wdTU9P850pEOVavfC0YKZR48jocD/95Clf7UnKnREREVGiwCDQgQmIMhER5vu0WEmOkjZc2pi+/18ll60CzZs3+a33I5HqzZs3CrFmz8psaEWUj7ZWY0evYQmUGjw+q4+zdP3Hy1gUWgURERO9gEWhAFElxUCTKM8xTkRQnaTxBoYCg1EVLILuIERmqhpXq/lsEhqJno4/lToeIiKjQYBFoQISUBAgp8vxKhZQEWeISURGmmR004y9zGlXywKI9a3DyFscFEhERvYuzg5J+0tnsoHwJEBkqD7fqMDNW4WXUa9x+dl/udIiIiAoN3gEbEFFQyLpJSZfrBBKRfhL/HRWY2ctYZWyCeuVrAQBO3DovVVpERESFHruDGhDR2AyisblMsVMljZe2TqAOLpT/axBRodWocl0cu3kOx2+ew8DmXeVOh4iIqFBgEWhA1KbWUJtZyxM7mcUUEUlLzGZMIAA0q+KFudtX4NSti0hOTYGxkh97RERE/DQ0IMlGZkg2MpMptrTrBAqCAIUi/4VnVjePRKT/qpWugOJWxfAq+g1C/76G+hXc5U6JiIhIdiwCDUhSqoik1MzXsCvo2FISFICgiyKQNSCR3tK0BGbxQlYoFGhS2RPbzx/AsZvnWAQSERGBRaBBiU1WQ5Gsli02EZGUcvrVU9Mq9f4tAs9iQofBBZoTERGRPmARaECSUkUkphSRlkBB0M2aX2wJJNJ72b0XNK1SDwBw+f5NRMRGwdZCnrHTREREhQWXiDAgqaIo6yaltDGB+d24eDSR/srJxDAAULKYAyqWdINaVOPkrQtSpEZERFSosQg0IIIg7yb5c1UI+d9YAxIVCWmtgcdunpM5EyIiIvmxO6gBMVYIMNHBZCl5jU1EJKXsFot/V9MqXvjh8GYcvXEWoiiyFwARERVpLAINiJmRAmbG8jTuphhJHPfflrz8440gUVHgXbE2jJVGePTqGe6/fAw3Bxe5UyIiIpINi0ADYmWihLWJUp7gEsdVQIBCB9/kszGASH/ldEwgAFiozOBZriZO376IYzfPsQgkIqIijUWgATFKjIZRonyxpSToqiWQVSBRkdG0Sr23ReCNc+jbtJPc6RAREcmGRaABEVISICQbyxabiEhKmkmJc/hlTtOqXgj8fRVO3rqAlNQUGCn5EUhEREUTPwENiJAYA8FEvtjSBoROWgLZEEhUdNRwqYhiFtZ4ExuFS/dvwLNcTblTIiIikgWLQAMipCRDSEmWLbaU0tb5y6+cjCUiosLpv9lBc/Y6ViqUaFzZEztDg3H0xlkWgUREVGRxnUDSTwIgKPK/sQYkKlqaVfUCABy9cVbmTIiIiOTDlkBDIseq7e/GJiKS0H+zg+Zcs6r1AQAX71/H65hI2FnaFEBmREREhRuLQAOiVllArbKUJ3aSmP1BOiQIgm4We2btSlSkOBdzQJVS5XDzyT0cu3kWn3i2ljslIiIiybEINCCiqQ1EMyt5YidL27NYEKCbMYEsAon0WO7GBKZpUc0bN5/cQ/C1EBaBRERUJHFMYA6lpqZi6tSpcHNzg5mZGcqVK4fZs2druiNl5ujRo6hTpw5UKhXKly+PoKCgdMcsX74cZcuWhampKby8vHDu3Lk85ZhobI5EYwuZNvM85UxEJLWW1RsAAI7cOAO1Wi1zNkRERNJjS2AOzZs3DytXrsT69etRrVo1XLhwAf369YONjQ1GjRqV4TlhYWFo164dhg4dio0bNyI4OBgDBw5EyZIl4evrCwDYvHkz/P39sWrVKnh5eWHJkiXw9fXFrVu34ODgkKscoxPVQKI8NzTREscVBN0sFq+TLqVEJIv/xgTm7nXsWa4mrEwt8Cr6Df58+Bdql61aEOkREREVWiwCc+j06dP4+OOP0a5dOwBA2bJl8csvv2TZardq1Sq4ublh4cKFAIAqVarg5MmTWLx4saYIXLRoEQYNGoR+/fppztmzZw/Wrl2LiRMn5irHJLUaSanyFIFJEn+bLih0UwQSUdFjrDRCkyqe2HPpKA5fD2ERSERERQ67g+ZQgwYNEBwcjNu3bwMA/vzzT5w8eRJt27bN9JyQkBD4+Pho7fP19UVISAgAICkpCaGhoVrHKBQK+Pj4aI7JSGJiIqKiorQ2AEhKFZEo05aUKvXEMIBCEPK9sSWQSH+lvevk5XXcopo3AODwtczfa4mIiAwVWwJzaOLEiYiKikLlypWhVCqRmpqKuXPnomfPnpmeEx4eDkdHR619jo6OiIqKQnx8PN68eYPU1NQMj/nrr78yvW5gYCBmzpyZbn+q+u0mB7niEhHlRfN/i0AuFUFEREURWwJzaMuWLdi4cSM2bdqEixcvYv369fjmm2+wfv16yXMJCAhAZGSkZnv06BEAQKmQd5NS2pjAfG9sCCTSW3kdEwj8t1SEKIo4dpMLxxMRUdHClsAcGjduHCZOnIju3bsDAGrUqIEHDx4gMDAQffr0yfAcJycnPH/+XGvf8+fPYW1tDTMzMyiVSiiVygyPcXJyyjQXlUoFlUqVbr9SEKCUqaqROq6uJoZhFUhUdHGpCCIiKqrYEphDcXFxUCi0/7mUSmWW04t7e3sjODhYa9/Bgwfh7f22G5KJiQk8PDy0jlGr1QgODtYckxsWxgpYmsizWRhLvE6g4u06gfndWAIS6S9NS2AeX8hp4wK5VAQRERU1bAnMofbt22Pu3LkoU6YMqlWrhkuXLmHRokXo37+/5piAgAA8efIEP/30EwBg6NChWLZsGcaPH4/+/fvj8OHD2LJlC/bs2aM5x9/fH3369EHdunVRr149LFmyBLGxsZrZQnPDWqWEtUqZ/yebB4JMcYmI8qpe+VqwNDXHq+g3uPLoFtxdq8idEhERkSRYBObQd999h6lTp+Lzzz/Hixcv4OzsjCFDhmDatGmaY549e4aHDx9qfnZzc8OePXswduxYfPvttyhdujR+/PFHzfIQANCtWze8fPkS06ZNQ3h4ONzd3bFv3750k8XkhFFCJIxM5Pk22yghWtJ4AnQ0syebAon0loi0lsC8vZCNlUZoUtkTey8fw+FrISwCiYioyGARmENWVlZYsmQJlixZkukxQUFB6fY1a9YMly5dyvLaI0aMwIgRI/KZIaCIj4DCKCXf18lb7BiJA77tEppfHBJIVLS1qOaNvZePIfjaafi365/9CURERAaARaABEVKSIKQkyRZbSgrh7Zi+/OI6gUT6698hgXmaHTRNy+oNALxdKuJl1GvYW9vpIjUiIqJCjUWgARFSEiGkGMsWm4hI35Qs5oAaLhVx9dFtBF87je4NPpI7JSIiogLH2UFJP+lijUBdLDFBRLJJGxOY337drWo2BgAcvHoyvykRERHpBRaBBkQ0Usm6SUnAv2sF5nPjoEB6V2BgIDw9PWFlZQUHBwf4+fnh1q1bWsckJCRg+PDhKF68OCwtLdGpU6d0a30+fPgQ7dq1g7m5ORwcHDBu3DikpMgzXpey17pmIwDA0RvnkJgsT5d6IiIiKbEINCCisamsG5G+O3bsGIYPH44zZ87g4MGDSE5ORuvWrREbG6s5ZuzYsdi1axe2bt2KY8eO4enTp+jYsaPm8dTUVLRr1w5JSUk4ffo01q9fj6CgIK2ZhEk3NOsE5vM6NV0qwdGmBGIT4xByJ+uJvIiIiAwBxwQaELWZLdTmVvLETpH2Tyltsff8YkMgvWvfvn1aPwcFBcHBwQGhoaFo0qQJIiMjsWbNGmzatAktWrQAAKxbtw5VqlTBmTNnUL9+fRw4cAA3btzAoUOH4OjoCHd3d8yePRsTJkzAjBkzYGJiIsdToywoFAq0qtEQP5/8HQeunECzql5yp0RERFSg2BJoQBJNLJFoYiXTZintkxV0MyaQs4NSViIjIwEAdnZvZ4wMDQ1FcnIyfHx8NMdUrlwZZcqUQUhICAAgJCQENWrU0Frr09fXF1FRUbh+/XqGcRITExEVFaW1UfY0LYE6eB23qtEQAHDgyknNdYmIiAwVWwINSERCKlJNUmWJHZ0gbVyFAlCyJZAKkFqtxpgxY9CwYUNUr14dABAeHg4TExPY2tpqHevo6Ijw8HDNMe8WgGmPpz2WkcDAQMycOVPHz6Ao0F2x1rhKPZgaq/D4dTj+enoPVUqV19m1iYiIChsWgQYkNlkNIUktW2wiQzJ8+HBcu3YNJ08W/IyRAQEB8Pf31/wcFRUFFxeXAo9rKHTREmhuYopGlevi0NVTOHDlJItAIiIyaOwOakBSRVHWTUoKQYBSkf+NDYGUkREjRmD37t04cuQISpcurdnv5OSEpKQkREREaB3//PlzODk5aY55f7bQtJ/TjnmfSqWCtbW11kbZ0/XbTusab2cJPXCFS0UQEZFhYxFoQJJSRFk3KSl1VAQq2B+U3iGKIkaMGIHt27fj8OHDcHNz03rcw8MDxsbGCA4O1uy7desWHj58CG9vbwCAt7c3rl69ihcvXmiOOXjwIKytrVG1alVpnkgRo6uvc9LGBV68fx0vo17r5JpERESFEbuDGhATIwEmRvIUNVLH5ZhAKgjDhw/Hpk2b8Pvvv8PKykozhs/GxgZmZmawsbHBgAED4O/vDzs7O1hbW2PkyJHw9vZG/fr1AQCtW7dG1apV0atXL8yfPx/h4eGYMmUKhg8fDpVK2vU0DZ2owzGBAFCymANqlqmEKw9v4dC10+jR4COdXp+IiKiwYBFoQMyNFbAwlqdxVy1TXCJdWrlyJQCgWbNmWvvXrVuHvn37AgAWL14MhUKBTp06ITExEb6+vlixYoXmWKVSid27d2PYsGHw9vaGhYUF+vTpg1mzZkn1NIocXc7y26pGI1x5eAsHr5xgEUhERAaLRaABUSkUUCnlKcaSFNLGTRsTmF9cIoLelZOlAUxNTbF8+XIsX74802NcXV2xd+9eXaZGGSiIpRxa12yMhXvW4OjNc0hIToSpMVtviYjI8LAINCC2pkpYmyplia1MkjauUiHASAdFoA4uQUQy0+XLuIZLRZS0tceziJc48dcFzThBIiIiQ8Ii0IAYxb+BkXGKTLGjZYlLREVXQbQEKhQK+NZqgqBjv2Hf5WMsAomIyCCxCDQgyrjXUCqTZIodI2k8dgclojS6fh1/6N70bRF45QTmq1OhVMjTw4KIiKigsAg0IEJyIoRkY9liS0kh6GZ2UHYHJdJfabOD6roI9K5YB7bm1ngV/Qbn711F/QruOr0+ERGR3FgEGhAxMRaiPDUgxMRYSeMpFAoodTAZDVsCieh9xkoj+NRoiG1n/8Afl4+yCCQiIoPDef0NiUIp70ZEJKG0IYG6Wiz+XW3dmwAA/vjzeIGMPSQiIpITWwINiYk5oLKQJ3aStDdJuuoOynZAIspIs6r1YWqswsN/nuLGk7uoVrqC3CkRERHpDItAA6I2t4Xa3Eqe2KnS/ikpFLqZGEbB7qBEeuu/MYG6v7aFygzNqnph35/HsffSURaBRERkUFgEGhDRxAKiTC2BYqJa0ni6mx1UB8kQkUFq694U+/48jj8uH8O49oPkToeIiEhnWAQakHhjSxgby9MSGG/MMTNEJK3/xuoVzLc5rWo0glKhxI0nd/Hg5RO42pcqkDhERERSYxFoQN4kpCBFpsXioxOkjasQAKUOmvE4OygRZcbO0gb1K7jj1K1Q/PHnMQz1+VTulIiIiHSCRaABiUlSA0nSdsvUii0hXXUH5fS4RPorrSWwIL/Maeve9G0ReJlFIBERGQ4WgQYkMUUN4xR5isBEiePqbkwgWwKJKHNtazXFlM2LcO7eFbyMegV76+Jyp0RERJRvbAgxIClqEclqtSxbippjAolIWpoRgQX4ZU4pO0fUcq0CURTxx+XjBRaHiIhISmwJNCAmSgVUSnkWbU9WSvt9glIhwEgnS0ToIBkiMmgf1WmOPx/cxK6Lwejd5BO50yEiIso3FoEGxFqlhKVKniJQkSRtXJ0tFs8ikEh/pY0JLKDZQdN0qNMSc7evwKlbF/FP9BuUsCpWoPGIiIgKGotAA2KjUsLKVJ4iUClxEUhEJBVX+1KoWaYSrjy8hT8uH0Ovxn5yp0RERJQvHBNoQMyNFbCQaTM3lvZPSaF4OzFMfrfcjiWaMWMGBEHQ2ipXrlxAz5KIsiIibXbQgo/Vvk5LAMCu0OCCD0ZERFTA2BJoQIxjX8JYkSBT7GhJ4+lsiYg8XKJatWo4dOiQ5mcjI76MiAxde48WmLtjBU7dvohXMREobmkrd0pERER5xrtXA6KIeQWFkChT7BhJ4yl1NiYw99cwMjKCk5NTvmMTUf6IEo0JBICy9qVRw6Uirj66jT8uHcVn7BJKRER6jEWgARGjX0EU5WkJFGNiZYmrC6mpqYiKitLap1KpoFKpMjz+zp07cHZ2hqmpKby9vREYGIgyZcpIkSoRyai9R0tcfXQbuy4eZhFIRER6jWMCDUlKCpCSLNOWIulT1d2YQODs2bOwsbHR2gIDAzOM6+XlhaCgIOzbtw8rV65EWFgYGjdujOhoabvDEtE7LYESTfPbvk4LAMDJW6F4FRMhSUwiIqKCwJZAQ6JQAAqZZulUSDwxjI7GBAoQUM/LC/v379fan1krYNu2bTX/X7NmTXh5ecHV1RVbtmzBgAED8p0PERVebg4uqO5SEdce3ca+y8fQs9HHcqdERESUJywCDYjC0hYKKwt5YsNY2ngK3YwJVAiAUqmEtbV1ns63tbVFxYoVcffu3XznQkS5I/77X6laAoG3rYHX/u0SyiKQiIj0FYtAA5JqWRypllbyxBZNZYkrt5iYGNy7dw+9evWSOxWiIietO6iU2tdpgcDfV+HEXxfwOiYSdpY2kudARESUXywCDUiqlSNS89iile/YMJc0ns66g+ayBeHLL79E+/bt4erqiqdPn2L69OlQKpXo0aNHvnMhoryRrh0Q+MCxDKqVroDrj+9g35/H8GnDDhJGJyIi0g0WgQYkQS3ARC3l7ZB2bCnprgjM3fGPHz9Gjx498OrVK9jb26NRo0Y4c+YM7O3t850LEeWOCOlbAgGgg0dLXH98BzvOH2QRSEREeolFoAF5lZCKJONUWWJHJ0gbN2120HxfJ5eX+PXXX/Mdk4h0S8oxgQDgV7cVAn9fhZO3QvEi8hUcbIpLGp+IiCi/WAQakNdxyUhUJssSOzZOnrhEVHTJMSYQAFztS6GOWzVcDLuOnaGHMLBFN1nyICIiyisWgQYkJlkNMUmelsDYZLWk8RQAlDr49l+QdDQRERUM6V/HHT1b42LYdWw/f5BFIBER6R0uFk96SSEIOtkk7kVGRDokU0MgAKCDhw8UggKhYdfw4OUT+RIhIiLKAxaBBkSlUECllGmTeLF4IqI0Uo8JBAAHm+JoVMkDALDjwkHJ4xMREeUHu4MakBIWRrC0kHbR9jRmamn/lBQCoNTBfR8bAon0l1yzg6bx82yN43+dx//OH8Dotn1lzYWIiCg3WAQaEDtTI1iZyfMrNUmWNq4gCFDIsE4gERU+co3tbVe7GSb+Mh+3nv6Nm0/uokqp8rLkQURElFssAg2ItRgPa1GeX6kgxksa721LoPTrBBJR4SHX7KBpbMyt0LJaA/zx5zFsP3+QRSAREekNFoEGREiMhpAgX2wiIjnI+WWOn2erf4vAAwj4eCh7FxARkV5gEWhAlFHhUKrlKcaUMbGSxkub3TO/uEQEkT6TtyUQAFrVbAQLlTkevXqG0LBrqPtBDblTIiIiyhaLQAOSGvEPUpPj5IkdK23ct+sE6uY6RKTf5Gx9MzcxRVv3Jth2dh/+d24/i0AiItILvAc2IGJKkqyblATF24lh8ruxIZBIf8k9JjDNJ56tAQA7LhxCcmqKzNkQERFlj0WgIVEo5d2IiGQgd7fuplXqwd7aDq9jInDkeoisuRAREeUEu4MaEKW1HZSWFvLEVppKGk8B6GZMIFsCifRWIWkIhJHSCB3r+eL7Q79gy5k/0LpmY7lTIiIiyhKLQAMi2jhBtLKUJ7YyRtJ4ulosnk3hRPqvMMzI2bX+h/j+0C84cOUEImKjYGthLXdKREREmWIRaEBSbJyRYi3PjUeKIkqWuERUdIn/zg4qfwkIVCtdAVVLlceNJ3exMzQYvZt8IndKREREmWJDSC48efIEn332GYoXLw4zMzPUqFEDFy5cyPKco0ePok6dOlCpVChfvjyCgoLSHbN8+XKULVsWpqam8PLywrlz5/KU38sEES9k2l4mSNsvS/h3iYj8buwPSkS60qV+WwDA1jN7Zc6EiIgoaywCc+jNmzdo2LAhjI2N8ccff+DGjRtYuHAhihUrluk5YWFhaNeuHZo3b47Lly9jzJgxGDhwIPbv3685ZvPmzfD398f06dNx8eJF1KpVC76+vnjx4kWuc4xPUSMuWZ4tPkWdp3/XvFIIApSK/G98ARDpr7TZQQtDd1AA6FjPFwpBgfN/X0XYi0dyp0NERJQpdgfNoXnz5sHFxQXr1q3T7HNzc8vynFWrVsHNzQ0LFy4EAFSpUgUnT57E4sWL4evrCwBYtGgRBg0ahH79+mnO2bNnD9auXYuJEyfmKsdn0UmwQGKuztGV2Ghpl4jQ2WLxheTmkYj0n6NNCTStWg9Hrp/B1rP7ML79ILlTIiIiyhAbQnJo586dqFu3Lrp06QIHBwfUrl0bP/zwQ5bnhISEwMfHR2ufr68vQkLeTiGelJSE0NBQrWMUCgV8fHw0x2QkMTERUVFRWhsAxCanIiZJni02OTWv/7RERHmiGRNYiL7M6Vr/QwBvu4Sq1dL2kCAiIsopFoE59Pfff2PlypWoUKEC9u/fj2HDhmHUqFFYv359pueEh4fD0dFRa5+joyOioqIQHx+Pf/75B6mpqRkeEx4enul1AwMDYWNjo9lcXFwAQCdj5PI1vk5CabOD5ncrPLeORGQIfGs1gaWpOR69eoZz967InQ4REVGG2B00h9RqNerWrYuvvvoKAFC7dm1cu3YNq1atQp8+fSTNJSAgAP7+/pqfo6Ki4OLiApWRAqZG8tT1qRLHFcB1AomKOs2YwEL0dY65iSna12mJX07vwtYze1G/grvcKREREaXDIjCHSpYsiapVq2rtq1KlCn777bdMz3FycsLz58+19j1//hzW1tYwMzODUqmEUqnM8BgnJ6dMr6tSqaBSqdLtd7AwhqWlSU6ejs7FiMaSxlP8O7FLfhWmbmREZBi61G+LX07vws7QYMzu5g9zE1O5UyIiItLCIjCHGjZsiFu3bmntu337NlxdXTM9x9vbG3v3ak8VfvDgQXh7ewMATExM4OHhgeDgYPj5+QF42+IYHByMESNG5DpHBzMjWJnL8ys1T+GfEhFJS0xbmaaQfZlTv7w7ypRwxsN/nmLPxSOapSOIiIgKC96559DYsWPRoEEDfPXVV+jatSvOnTuH1atXY/Xq1ZpjAgIC8OTJE/z0008AgKFDh2LZsmUYP348+vfvj8OHD2PLli3Ys2eP5hx/f3/06dMHdevWRb169bBkyRLExsZqZgvNDRsxDtaiMv9PNg8UYpyk8d52B9XNdYiIdEmhUKBHg48wb+dqbDq1k0UgEREVOiwCc8jT0xPbt29HQEAAZs2aBTc3NyxZsgQ9e/bUHPPs2TM8fPhQ87Obmxv27NmDsWPH4ttvv0Xp0qXx448/apaHAIBu3brh5cuXmDZtGsLDw+Hu7o59+/almywmJ4zePIJRimX+nmgeGUXHSBpPKQhQckwgUZGmmR1U5jwy0rV+O8zf9QNC7lxC2ItHcHNwkTslIiIiDRaBufDRRx/ho48+yvTxoKCgdPuaNWuGS5cuZXndESNG5Kn75/vUMW+ghrTr9f0XO1bSeIKgo4lhCuXtIxHpu1J2jmhW1QtHrp/BL6d3Y5LfMLlTIiIi0mARaEBSX79AaqKZPLFj42WJS0RFl2Z20ELapP9pgw44cv0MtoTsxfj2g2Ck5EcuEREVDvxEMiBiSjJEmSZoEVOSJY2nEAClDlalKKT3jkSUA2ndQQsr31qNYWdpi/DIlzhy4yxa1Wgod0pEREQAWAQaFIWZORRm5vLEVktbTQk6WqCeNSCR/iusLYEmRsbo4tUG3wf/il9O7WQRSEREhQaLQAOiMLOCwlyuIlCeWUmJqAgr3A2BAIAeDTvg++BfceDKSbyMegV76+Jyp0RERMQi0KA4lAGs5JkdFOb6OTuoLpaZICJ5FeYJnio7f4A6btVwMew6tp7Zh89b98z+JCIiogKmg1FVVFik2JVFSvEP5Nnsykr6XN+uEyjkeyvMN48kvePHj6N9+/ZwdnaGIAjYsWOH1uN9+/aFIAhaW5s2bbSOef36NXr27Alra2vY2tpiwIABiImR9kuSoqKwjwlM82mD9gCAX07v1ExmQ0REJCe2BBqQ8LgUxCpTZIkdHSdtXIWCE8OQ7sXGxqJWrVro378/OnbsmOExbdq0wbp16zQ/q1Qqrcd79uyJZ8+e4eDBg0hOTka/fv0wePBgbNq0qUBzL8oK++v447qtMHXrEtwJf4Bz9/6EV3l3uVMiIqIijkWgAXkcmQQLdaIssWOj5VmfkEiX2rZti7Zt22Z5jEqlgpOTU4aP3bx5E/v27cP58+dRt25dAMB3332HDz/8EN988w2cnZ11nnNRpi+talZmFvjEsxU2ndqFDSd2sAgkIiLZsTuoAYlJTkV0kjxbTHKqpM9VQP67gr7tDkqUO0ePHoWDgwMqVaqEYcOG4dWrV5rHQkJCYGtrqykAAcDHxwcKhQJnz57N9JqJiYmIiorS2ijn9OGV3LvJ25blXaGH8SomQt5kiIioyGNLoAGJiE9GolLa9frSxMdLG1cQdNQFrPDfO1Ih0qZNG3Ts2BFubm64d+8eJk2ahLZt2yIkJARKpRLh4eFwcHDQOsfIyAh2dnYIDw/P9LqBgYGYOXNmQadvcPSlJRAA3F2roGaZyrjy8C9sCdmDYa04QQwREcmHLYEGxEgpwFimzUgpbTWlgKCTTR9aEKjw6N69Ozp06IAaNWrAz88Pu3fvxvnz53H06NF8XTcgIACRkZGa7dGjR7pJuIgorOsEvq93Yz8AwIYTO6BWq+VNhoiIijS2BBqQ4uYmsDA3kSV2rFqeuERy+uCDD1CiRAncvXsXLVu2hJOTE168eKF1TEpKCl6/fp3pOELg7TjD9yeYoezpy+ygaT7xbI0Zvy3F3y8e4dTtUDSu7Cl3SkREVESxCDQgtiojWJoayxLbOFniPyVddQclyofHjx/j1atXKFmyJADA29sbERERCA0NhYeHBwDg8OHDUKvV8PLykjNVg6YvLYEWpubo7NUWQcd+w0/Hd7AIJCIi2bAINCDOVsawspanCIyGtHEVgm4WeteTe0eSSExMDO7evav5OSwsDJcvX4adnR3s7Owwc+ZMdOrUCU5OTrh37x7Gjx+P8uXLw9fXFwBQpUoVtGnTBoMGDcKqVauQnJyMESNGoHv37pwZtADo0ZBAjd6N/RB07Df8cfkoXkS+goNNcblTIiKiIohFoAEppo6BtVqeqsZIzcWwSf9duHABzZs31/zs7+8PAOjTpw9WrlyJK1euYP369YiIiICzszNat26N2bNna3Xl3LhxI0aMGIGWLVtCoVCgU6dOWLp0qeTPpSjRp7G9VUtXgOcHNXD+76v45fQujG7bV+6UiIioCGIRaECMXoXBKNFCntgxsZLH1EUrnv7cOpIUmjVrluWMk/v378/2GnZ2dlwYXiL6NiYwTe8mHXH+76vYcGIHRvj2glKhlDslIiIqYlgEGpDkR3eRbGEmT+zYeEnjpc3umV8sAokMgJ69kD+q0xzTti7G49fhCL4WgtY1G8mdEhERFTEsAg2IOjEOaqU834yrE6UtAnU2MYye3TwS0X/0aZ3Ad5mZmKKb90dYdWgT1h3dxiKQiIgkxyLQgIiJCRBl6lUkJibIE5iIijx9GhOYpl/TTvg++BccuXEGd8MfoLyTq9wpERFREcIi0IAoLG2hkKk7qEIhcXdQXc0Omv9LEJFM9LUlEABc7UuhVY2GOHDlJNYd24a53b6QOyUiIipCWAQaEONSbjC2lGdiGGOJJ4YRwAKOiN7Sl3UC3zeweVccuHISv57eg4kdhsLKTJ73byIiKnpYBBoSc1vAwlKe2Gpp1wkUACh0cOOnrzePRAQ9nRv0P40re6KCU1ncCb+PzWf2YGDzrnKnRERERQSLQAOSbF8eydbW8sQ2jZIlLmn7+uuvMXToUNja2sqdCpFk9PXLHEEQ0L9ZZwT8+g3WHd2G/k07Q6FQyJ0WEREVAXpbBKrVahw7dgwnTpzAgwcPEBcXB3t7e9SuXRs+Pj5wcXGRO0XJPYlJQaSQIkvsmBhp4wo6mh1UP28dMxYdHY0pU6agadOm8Pb2ljsdogKnz2MC03St/yG+2rES954/xNGbZ9GiGl+7RERU8PSuCIyPj8fChQuxcuVKvH79Gu7u7nB2doaZmRnu3r2LHTt2YNCgQWjdujWmTZuG+vXry52yZP5+Ew/zZHl+pXEx0k4MIwDQxffl+loEJiUlYe/evXjy5AlSU1ORmJiIPXv2oFSpUhg0aBA+/fRTWFpaQqlUomTJkvjwww9hamoqd9pEBUJfX8cAYGFqjh4N2mP14V+x5shWFoFERCQJvSsCK1asCG9vb/zwww9o1aoVjI3Tj0V78OABNm3ahO7du2Py5MkYNGiQDJlK72lUAswkHpuXJj5G2iUiBEHQ2y5gutC7d29s27YNTk5OMDY2hrGxMSpWrIgjR45g1qxZ+Omnn5CYmIjU1FQ8f/4cNWrUwIULF+ROm0jH9L8lEAD6NeuEH45sxuHrIQh78QhuDkWvJwsREUlL74rAAwcOoEqVKlke4+rqioCAAHz55Zd4+PChRJnJL0GthpCqli02SefAgQP4448/0KpVq3SPBQUFaf187949VKxYEa9fv4adnZ1EGRJJR9+/EHJzcEGLat4IvnYaa45sxZxu/nKnREREBk7vRqBnVwC+y9jYGOXKlSvAbAoXY4VC1k1Kb2cHzf+mr/eOxYoVg7u7e46OLVeuHCpVqoS4uLiCTYpIYoYwJjDNoBbdAAC/nN6NyLhombMhIiJDp3ctge9LSEjAlStX8OLFC6jfa43q0KGDTFnJw8lSBXNLlSyx44QkSePpamIYfXXv3r1cHX/jxo0CyoRIfoJejwp8q2mVeqhSqhxuPrmHDSd2YIRvL7lTIiIiA6bXReC+ffvQu3dv/PPPP+keEwQBqampMmQln/J2ZrC0MpcldoyJPLOSElHRldYSqO/dQYG3z2FIyx4Y89McrDmyBYNbdoeJkTxjvImIyPDpXXfQd40cORJdunTBs2fPoFartbaiVgACgI1KCVtTeTYblVLS55o2O2h+N/2/dUw/BjBNSkoKAgICpE2GiPLsE8/WcLAujmcRL7Ez9JDc6RARkQHT65bA58+fw9/fH46OjnKnUigUS4mAdbI8xa9RirRjWHQ1O6gBNCBg1KhR2LNnD1avXo1ixYoBAG7duoVPP/0Ur169QmBgoMwZEhWMtBGBhtAdFABUxiYY0LwLAn9fhVWHfkGnem0MopWTiIgKH70uAjt37oyjR48WqclfsqJ4+hcUlhbyxI6JlTSe8O/ELvm+Tv4vIbtLly7hs88+Q40aNbBu3Trcvn0b48ePh5+fH1asWCF3egVu/fr1WLVqFZYuXQpPT098+OGH2Lt3r9xpEeVJ7yafYMkfQbj26DZO3QpFo8p15U6JiIgMkF4XgcuWLUOXLl1w4sQJ1KhRI92agaNGjZIpM3kkP/gLyebyLAieHCftOoH0n3LlyuHUqVMYM2YM2rRpA6VSifXr16NHjx5ypyaJ+fPnY/Xq1QgICMDSpUvx5s0buVMiifw3JlDmRHSomIUNunt/hHXHtmHloU0sAomIqEDodRH4yy+/4MCBAzA1NcXRo0e1us0IglD0isCICCQnyjM7aHJ8oqTxBBhGK56u7NmzB7/++iu8vb1x+/ZtrFmzBk2bNoWzs7PcqRU4R0dHNGzYEJs2bcKnn36K2FhpW6VJPqKBLBb/vsEtuyHo+G8IvnYat5+FoWJJN7lTIiIiA6PXE8NMnjwZM2fORGRkJO7fv4+wsDDN9vfff8udHhWgor5O4LuGDBmCLl26YMKECThx4gSuXLkCExMT1KhRA1u2bJE7vQKnUqmgVqvh4OCAOXPm4K+//pI7JZKYoY2bc3NwQdtaTQAAqw5tkjkbIiIyRHrdEpiUlIRu3bpBIfFC5YWVkZUVjGTqDmpkJG130LfrBOrixk//bx5PnTqFs2fPolatWgAAJycn7N27F8uXL0f//v3RtWtXmTMsWNu2bdP8LdSvXx9PnjyROSOSiiEtFv++Ya16Yu/lY9h2dh/Gtx8MJ1t7uVMiIiIDotdFYJ8+fbB582ZMmjRJ7lQKBZMylWBiKc86gSYxcbLEJSA0NBQqVfpuwMOHD4ePj48MGUnLwkJ7MiR7e94sFz36/2XO+zzL1UT98u44c/cyVh36BTM6F63hDUREVLD0ughMTU3F/PnzsX//ftSsWTPdxDCLFi2SKTN5iC5VIVpZyRM7WtolItK6c+aXPt86vnjxAg4ODhkWgMDbdQIjIyMlzkpas2bNytN5zZo1Q5MmTXScDUnNkFsCAWBkm944s+wyfjqxHaPa9IGdpY3cKRERkYHQ6yLw6tWrqF27NgDg2rVrMmcjvxRLe6RYWcsTW5S+G6qcnUGXL1+OBQsWIDw8HLVq1cJ3332HevXq6SCjnCtZsiSePXsGBwcHAECNGjWwd+9euLi4AABevXoFb29vpKbKs3akFMLCwvJ0nru7u24TIVkZ2pjANC2qeaO6S0Vce3Qba49uxZcfDZQ7JSIiMhB6XQQeOXJE7hQKlQeRSbBUJ8kSOyZa2rgKCFDo4sYvD5fYvHkz/P39sWrVKnh5eWHJkiXw9fXFrVu3NAWZFN5vBbl//z6Sk5OzPMbQrFu3Tu4USEaG/df9trgd6dsbQ36cgjVHtmCYz6ewMJWnyz8RERkWvS4CM/PgwQMsWLAAy5YtkzsVSV17EQPzOHm+EY+LiZElrhwWLVqEQYMGoV+/fgCAVatWYc+ePVi7di0mTpwoc3baDLWFJLdEUeS/hQET9Lpjd9Y+qtMcHzi44O8Xj7Dh5A4M9flU7pSIiMgA6HUR2Lx58wxv7J49e4Znz54VuSLw4Zt4mCYpZYmdEBsvbUAdLe8g4O3Y0qioKK39KpUqw7F2SUlJCA0NRUBAgGafQqGAj48PQkJC8p8Q5Vnfvn2xfPnydBPF3L9/H7169cKJEydkyowKiqG3dAOAUqHECN9e8N/wFVYd/AX9mnaGythE7rSIiEjP6fXaCu7u7qhVq5Zmq169OszNzXH37l0sX75c7vQkl5SilnWTkiCKOtkA4OzZs7CxsdHaAgMDM4z7zz//IDU1FY6Ojlr7HR0dER4eXuDP+12CICA6OhpRUVGIjIyEIAiIiYlBVFSUZitK/vzzT9SsWVOrGF+/fj1q1aqFEiVKyJgZFTRDb+Tt7NUWJW3tER75EtvO/iF3OkREZAD0uiVw8eLFGe7/8ccfsWzZMvTs2VPijORlYqSAiZE8db1apri64OXlhf3792vty2zGzcJEFEVUrFhR6+e0iZLSfi5KXSDPnTuHSZMmoVmzZvjiiy9w9+5d/PHHH5ruu2R4RIMfFfiWiZExhvp8iunbvsWy/RvQvcFHUCrk6fVBRESGQa+LwMy0bNkSI0eOlDsNyZW2MYW5pZksseOMUiSOKAKiDlofRRFKpRLW1jmbVbVEiRJQKpV4/vy51v7nz5/Dyckp//nkAidG0mZsbIwFCxbA3Nwcs2fPhpGREY4dOwZvb2+5U6MCVhS+7Pis0cf49o8ghL18jF0XD8Ovbiu5UyIiIj1mkEXg4cOH0bx5c7nTkFwNRytYyrRERIy0ywT+250z/0WgkMuWBBMTE3h4eCA4OBh+fn4AALVajeDgYIwYMSLf+eRG06ZNJY1X2CUnJ2PixIlYvnw5AgICcPLkSXTs2BFr1qzBhx9+KHd6VBCKwJjANBam5hjQoisW7PoBS/YGoUOdllAo9LcHBhERyUuvi8COHTum2/f8+XOcPXsWzZs313r8f//7n5SpycLNxhjW1sayxI5SSBxXVOumJTAP3cn8/f3Rp08f1K1bF/Xq1cOSJUsQGxurmS2U5FG3bl3ExcXh6NGjqF+/PkRRxPz589GxY0f0798fK1askDtFKiCGPDvouwY064LvD/2Cv57ew55LR9Heo4XcKRERkZ7S6yLQxsYmw33vjpMqSpQxL6AUJJ6lUxNb4qZAGXXr1g0vX77EtGnTEB4eDnd3d+zbty/dZDEFacCAAViyZAmsrKxydPznn3+OWbNmGfQEKXXr1sXSpUs1s4MKgoAJEyagdevW6NWrl8zZUUEoQg2BAABbC2sMatENC/eswcI9a9CudjO2BhIRUZ7odRHIhaK1iWGXIVrIs5CwGBsndUTd3AHm8RIjRoyQvPvnuzZv3ozRo0ejZs2a2R4bHR2N1atXY9q0aRJkJp81a9ZkuL927doIDQ2VOBuSUlEYE5hmcMvu+OHwZvz19B52XTyMj+v6yJ0SERHpIb0rAovajIe5kXjvBhLN5JnVMjE+UdqAoo4mhtHT2QXr1KmDDz/8EHXq1IGRkRGMjY1RpUoVTJgwAWvXrsWpU6eQkJAAtVqNGzduwMnJSfKJa6SyZcsW+Pn5wcTk7dppjx8/hrOzs6aFJC4uDsuWLcP48ePlTJMKQFGZHfRdNuZWGNyyO77Z/SMW7lmDj+o050yhRESUa3pXBFarVg3Tpk1Dx44dNTd9Gblz5w4WLVoEV1dXTJw4UcIM5ZPw8g2MTeUpAhMSpC8CdTExjL72J9u4cSNWr16Np0+fQq1WIyEhAT/++CP27duHv/76Cz4+PrCxsYFSqUTXrl3Ru3dvuVMuMD169MCzZ8/g4OAAAKhatSouX76MDz74AMDbltCAgAAWgQasqH0tOKhFN/xweDNuPwvjTKFERJQnelcEfvfdd5gwYQI+//xztGrVCnXr1oWzszNMTU3x5s0b3LhxAydPnsT169cxYsQIDBs2TO6UiXTOxcUFs2fP1tr38OFDlC1bFrt37y5Ss2GK7xXy7/9Mhquo/q7TWgMX7PoBC3evQfs6LdgaSEREuaJ3RWDLli1x4cIFnDx5Eps3b8bGjRvx4MEDxMfHo0SJEqhduzZ69+6Nnj17olixYnKnKymVnQ1MZeoOmiR5d1D5ZgctrMqUKQNfX1+4u7vLnQqRpIriEIFBLbphdfCvuBN+HztDg/GJZ2u5UyIiIj2id0VgmkaNGqFRo0Zyp1GomFasDlOZJoZJkmVimKLbHTQzf/zxh9wpEEmmKI4JTGNtZomhPj0wb+dqLNqzBh08WrI1kIiIckxvi0BKT3Bzh5DDJQN0Hju66CwRQYXP/v37NUvGqNVqBAcH49q1awCAiIgIGTMjKRTFlkAAGNi8G74/9CvuhD/AjvMH0cmrjdwpERGRnmARmEdff/01AgICMHr0aCxZsiTT47Zu3YqpU6fi/v37qFChAubNm6c1XksURUyfPh0//PADIiIi0LBhQ6xcuRIVKlTIdU7hyuKINbLOy9PJt2hl5pP0FAh2B9Vy4sQJfP/997h37x62bduGUqVKYcOGDXBzcysSLeZ9+vTR+nnIkCFaPxfVIsHQFdUxgWmszCww1KcHvt75PRbs/hEd6vrAWMmPdSIiyh5Xmc2D8+fP4/vvv892jbbTp0+jR48eGDBgAC5dugQ/Pz/4+flpWigAYP78+Vi6dClWrVqFs2fPwsLCAr6+vkhISMh1Xm8SUvA6Xp7tTUJKrvPNF1EE1Or8bwZwD/nbb7/B19cXZmZmuHTpEhIT347PjIyMxFdffSVzdgVPrVZnu6WmpsqdJhWoolvkD2rRDSWsiuH+y8fYdGqn3OkQEZGe4FeGuRQTE4OePXvihx9+wJw5c7I89ttvv0WbNm0wbtw4AMDs2bNx8OBBLFu2DKtWrYIoiliyZAmmTJmCjz/+GADw008/wdHRETt27ED37t1zlduFp1Ews5CnqomPlbY7qKCjJSIEA6gC58yZg1WrVqF379749ddfNfsbNmyY7d8okT4r4g2BAAALU3OM/bA/Jm9eiIW716CzV1tYqMzkTouIiAo5FoG5NHz4cLRr1w4+Pj7Z3mCHhITA399fa5+vry927NgBAAgLC0N4eDh8fHw0j9vY2MDLywshISGZFoGJiYma1h4AiIqKAgDceR4DlTzzwiAxLkaewIRbt26hSZMm6fbb2NgY/Hg4Nze3PHX1HDNmDEaNGlUAGZEcinp3316N/fB98C94+M9TrDmyBaPa9Mn+JCIiKtL0ughs0aIFmjZtiunTp2vtf/PmDTp16oTDhw/rNN6vv/6Kixcv4vz58zk6Pjw8HI6Ojlr7HB0dER4ernk8bV9mx2QkMDAQM2fOTLc/ITkV6mR5ur0lSR1XV2MCDaApwcnJCXfv3kXZsmW19p88eVKzYLqhCgoKytN57/9bkX4qyrODvsvEyBgT2g/G8HUzsGz/BvRq7IdiFjZyp0VERIWYXheBR48exdWrV3Hp0iVs3LgRFhYWAICkpCQcO3ZMp7EePXqE0aNH4+DBgzA1NdXptXMrICBAq4UxKioKLi4uMDVWQmUszxThCjni6qSA0/+byEGDBmH06NFYu3YtBEHA06dPERISgi+++ALTpk2TO70C1bRpU7lToEKgaLcDvvWJZ2ssP/Azbjy5i+/2/YRpnUbKnRIRERViel0EAsChQ4cwZMgQ1K9fH7t27Sqwb/hDQ0Px4sUL1KlTR7MvNTUVx48fx7Jly5CYmAilUrsQcnJywvPnz7X2PX/+HE5OTprH0/aVLFlS65isFvxWqVRQqdIvCl/B0RJmFvIsEREfK3FAnbUE5v8Scps4cSLUajVatmyJuLg4NGnSBCqVCuPGjcPAgQPlTo+owBT12UHfpVAoEOA3DL2Wf4G1R7dhYItucC7mIHdaRERUSOl9EViyZEkcO3YM/fr1g6enJ7Zu3YoqVaroPE7Lli1x9epVrX39+vVD5cqVMWHChHQFIAB4e3sjODgYY8aM0ew7ePAgvL29Abwdz+Tk5ITg4GBN0RcVFYWzZ89i2LBhuc6xXikbWFrJs0RETDQnmpWLIAiYPHkyxo0bh7t37yImJgZVq1bF999/Dzc3tyy7FhMZgqI+JjCNT/UGqF/eHWfuXsbC3T9iYa9JcqdERESFlF4XgWkf/CqVCps2bcKcOXPQpk0bTJgwQeexrKysUL16da19FhYWKF68uGZ/7969UapUKQQGBgIARo8ejaZNm2LhwoVo164dfv31V1y4cAGrV6/W5D9mzBjMmTMHFSpUgJubG6ZOnQpnZ2f4+fnlOsfyNkawtpbnVxqlkDaurmYH1eemwMTERMyYMQMHDx7UtPz5+flh3bp1+OSTT6BUKjF27Fi50yQqMBwTqE0QBEzyG4YO3wzBL6d3Y2irT1HBqazcaRERUSGk10Xg+12BpkyZgipVqqRbOFoqDx8+hELxX4tYgwYNsGnTJkyZMgWTJk1ChQoVsGPHDq1icvz48YiNjcXgwYMRERGBRo0aYd++fXkad2j88CKMLS108lxyHTtG4v6gnBgG06ZNw/fffw8fHx+cPn0aXbp0Qb9+/XDmzBksXLgQXbp0ybCFmshg/PvyZUvgf+qVr4XWNRvhwJWTmLt9BYKGzZc7JSIiKoT0uggMCwuDvb291r5OnTqhcuXKuHDhQoHHP3r0aJY/A0CXLl3QpUuXTK8hCAJmzZqFWbNm5Tuf5CdhSLaQZ32o5Nh4iSOKuikC9bglYevWrfjpp5/QoUMHXLt2DTVr1kRKSgr+/PNP3hQTFWGT/YYj+FoI9v15HCdvhaJRJQ+5UyIiokJGr4tAV1fXDPdXq1YN1apVkzgb+UVfvwaYpp8wRpLYCYnZH0Q69fjxY3h4vL25q169OlQqFcaOHcsCkIqMtO6gAucH1VLJ2Q29Gvsh6NhvmLHtW+wPWAelgr0CiIjoP3pdBJK2uH8ioVSZyBM7MUnagCJbAlNTU2Fi8t/v28jICJaWljJmRCQPfu+R3rj2g/C/c/tx7dFtbA7Zi08btpc7JSIiKkRYBBoQI1MTGMlUBBpJfRMmqnUyMYygx2MCRVFE3759NcuFJCQkYOjQoZr1MtP873//kyM9ogLHJSIyV9zSFmM/7IeZv32Hr39fhQ4eLWBpKs+YcSIiKnxYBBoQlY0FVDJ1B01id1DJvT8B0meffSZTJkTyYnfQjPVv1gXrj2/H/ZePsfzAz5jQYYjcKRERUSHBItCAWFWtDmuZJoaB1BPDiCKgLtqzg65bt07uFIhkxZbArKmMTTC143AM+D4AKw9uQs9GH6O0nZPcaRERUSHAItCAKKo1gsLKSp7Y0dHSBhRFvS7giEh3OBlS5j50b4b6FWrjzJ1LCNyxEsv7z5Q7JSIiKgRYBBqQJ8riiFJayxI7Win1WEQdTQzDQpJIb3Gx+OwJgoCZnUejzdf98Nu5/RjQvAvquFXP/kQiIjJoLAINyJlHUTCzlOemKD5G4pZAIqJ/sSUwa7VcK6OLV1tsObMXAb8uxN4JP3LJCCKiIk4hdwKkO48i4vHwTZws26MIaccECv/ODprfTZ+XiCDdO378ONq3bw9nZ2cIgoAdO3ZoPS6KIqZNm4aSJUvCzMwMPj4+uHPnjtYxr1+/Rs+ePWFtbQ1bW1sMGDAAMTExEj6LooMN+Tk35ZPhsDK1wJ8PbmLTqV1yp0NERDJjS6ABuf4kAsZmKbLETo6X+CaX6wRSAYiNjUWtWrXQv39/dOzYMd3j8+fPx9KlS7F+/Xq4ublh6tSp8PX1xY0bN2BqagoA6NmzJ549e4aDBw8iOTkZ/fr1w+DBg7Fp0yapn06RwdlBs+dgUxzj2w/G1K2L8dWOFWhXuznsLG3kTouIiGTCItCAxCWpYaxMlSV2cpIuCrJcENUcE0g617ZtW7Rt2zbDx0RRxJIlSzBlyhR8/PHHAICffvoJjo6O2LFjB7p3746bN29i3759OH/+POrWrQsA+O677/Dhhx/im2++gbOzc4bXTkxMRGLif8usREVF6fiZGSaOCcydfs06YdPpnbj55B4Cf1+JBT0nyp0SERHJhEWgASljZw4Tc3kWA06K480YGbawsDCEh4fDx8dHs8/GxgZeXl4ICQlB9+7dERISAltbW00BCAA+Pj5QKBQ4e/YsPvnkkwyvHRgYiJkzOWtjnrEhMEeMlEYI7D4OfguH4ueTv+PThh1Qu2xVudMiIiIZsAg0IM7FzGAq0zqBCSqJWyBFNaDWQUy2BFIOhYeHAwAcHR219js6OmoeCw8Ph4ODg9bjRkZGsLOz0xyTkYCAAPj7+2t+joqKgouLi65SN1hcJzD36ldwR2evNth2dh8CfvkGeyf8CIWC0wMQERU1LAINSFM3O1haybNEREy0tEtEiKIIsYgvFk+GQ6VSQaVSyZ2G3uKYwNyZ1nEk9v95Apcf3MCmUzvxWWM/uVMiIiKJsQg0INXtjGBtLc+vNMqYf0pk2JycnAAAz58/R8mSJTX7nz9/Dnd3d80xL1680DovJSUFr1+/1pxPusOWwLxxsCmOce0HYdrWJZi7YwU+5CQxRERFDu/cDYjirxNQWJrLEzsmTtqAanYHJWm5ubnByckJwcHBmqIvKioKZ8+exbBhwwAA3t7eiIiIQGhoKDw8PAAAhw8fhlqthpeXl1ypGzyuE5h7/Zt1xi+nd+Hmk3uY9b/vsKT3FLlTIiIiCbEINCCRZ45DbSpPl7LohMTsD9IlXY0J5OyC9I6YmBjcvXtX83NYWBguX74MOzs7lClTBmPGjMGcOXNQoUIFzRIRzs7O8PPzAwBUqVIFbdq0waBBg7Bq1SokJydjxIgR6N69e6Yzg1Le8dWbd0ZKI8z/dAI6fDMEv57ejc712qBR5brZn0hERAaBRaABiX3+BgqVtGPzNLETk6QNqFZDTM1/EaiTcYVkMC5cuIDmzZtrfk6brKVPnz4ICgrC+PHjERsbi8GDByMiIgKNGjXCvn37NGsEAsDGjRsxYsQItGzZEgqFAp06dcLSpUslfy5FCccE5o1nuZro06Qjgo79hi83fo0jU3+GmYlp9icSEZHeYxFoQGKfvoJgbCxP7ORkWeIS6VKzZs2yHGcmCAJmzZqFWbNmZXqMnZ0dF4aXCMcE5t9kv8+x/8/juP/yMRbtWYvJn3wud0pERCQBFoEGxNhcBWMTeYpA4ySJpxhXq99u+cWbSCK9xyGBeWdlZoGvun+JfqsmYMXBjfjEsxWqlq4gd1pERFTAWAQakOLV3GBlJs+YQFU8xwQSkdT4+tWFtu5N0a52M+y5dBT+GwKxZ8IPUCqUcqdFREQFiEWgATFzLQNzc3kWi0+Ji5c0niiqIXJ2UCICZwfVhbndvsCJvy7g8oMbWHtkGwa17CZ3SkREVIBYBBoQozqtYWRlJU/s6GgA42SJTURFE8cE6o6TrT2mfDIc4zfNQ+DOVWjj3gQuxUtmfyIREeklFoEG5KFQHJaCtSyxYwSJZyVVixwTSEQAODuornzW6GP8dm4fzt79E2N/mosto5dCoZB4vDcREUmCRaABORT2CmYWEi/V8K/42GhJ4+mqOyhbEoj0F1+/uqVQKLC412S0nNMLJ29dwE8ntqNv005yp0VERAWARaABCb7+AsZmsbLETo6XOK5aRxPDiFwnkEjfcUyg7nzgWAaTP/kcU7Ysxqz/LUPzqvXhal9K7rSIiEjHWAQakJi4JBip5VkiIiVBnhZIIiq62A5YMPo364I9l44i5M4ljP5pDv43djm7hRIRGRi+qxuQlCS1rJukRPV/awXmZ2N3MiK9xzGBuqVQKLCk9xSYq8xw5s4lrDmyVe6UiIhIx9gSaEAcSpjD2MxcltjJ8RIXU2o1xFQuEUFUlHFMYMFxtS+F6Z1GYsKm+fhqxwq0qO6Nco5l5E6LiIh0hEWgAWlVxQFmlvIsEREfE41dskQmoqJK/LdDKIcEFozejT/BnotHcPyv8xi9fjZ+/3IVF5EnIjIQLAINSIXilrCwspQldqxK+pZA3UwMw5YEIqKMCIKARb0no9msT3Hh76v4bt9PGPNhP7nTIiIiHWARaEA87JWwtpbnVxplKvG3wyJnByUq6jTdQdkUWGBK2znhq+5fYlTQLCzY/SOaVPFEHbfqcqdFRET5xCLQkFzaB1jIMyYQsXGShnu7TmD+Czg2BBIRZa2LV1scvhaCHRcOYtia6Qie8hMsTS3kTouIiPKBRaABeRF8FPEqE1liRydyiQgiklZaSyBnBy1YgiBg3qfjceHvq3jwzxNM+nUhlvadJndaRESUDywCDcjzK48QayTPrzQmJUXagFwsnohIMjbmVljefwY+Wfg5tpzZixbVveFXt5XcaRERUR6xCDQgqfEpSJHpN5oqdRGoqzGBXG6aSG+lvXoFjgmUhFd5d4xu2xeL967F+I3z4OFWHS7FS8qdFhER5QGLQANiYqWCylieX2lysrQTw4iiqJMxgRwUSESUc1+064/jN88hNOwaRqybgd/GLoeRkrcSRET6hu/cBsSxdllYmco0JjAhCdgvS2giKqL+GxNIUjFSGmFF/5loObcXzt79Ewt2/YAAv2Fyp0VERLnEItCA2Lf2hbWlPLODmsbEAV8HSReQ6wQSEcnC1b4UvvksAEN/nIpv961HvfK10LJ6A7nTIiKiXGARaEhKVwasrOSJHR0tbTyuE0hU5In/jgrkmEDp+dVthTN3LiPo2G8YsW4GDk3egFJ2jnKnRUREOcQi0IDcFUvAUrSWJXaMqJI2oFoNMTX/RaDIlkAiojyZ2Xk0LoZdx5WHf2HIj1Ow/YuVMOb4QCIivcB3awOy7eozqMwlbpH7V2JcjCxxiagIE9kSKCeVsQl+GDQXrb7qgwt/X8Xc7Sswo/MoudMiIqIcYBFoQI5fDYeRqYUssVMSYqUNqFa/3fKLLYFEeo+LxcvH1b4Uvu0zFf1WTcCqQ5tQv7w72rg3kTstIiLKBotAAxL1Kh5KlTw3Q6mJ8dIG1NmYQBaBRPqKL9/Coa17Uwzx6YHvD/2CUetnYV/JtfjAsYzcaRERURYUcidAuiMoBFk3IiI5sDuo/KZ8MhyeH9RAVHwM+qwcjxipe4cQEVGusCXQgBRzMJexO6i08US1GiJbAomKtLTZQUl+xkoj/DgkEL5f9cOd8PsYuW4W1gwJhELB75qJiAojFoEGpJ1HKZhayLNEREJsNE5LGE8URYgcE0hE4GLxhYWjTQmsHRoIv4XD8Mefx7DkjyD4t+svd1pERJQBFoEGpENlB1hZybNERHS0GSZLGVCthpia/yKQS0QQ6S++fgufOm7V8XWP8fDfMBfzd61GdZcKaF2zsdxpERHRe1gEGhBHoyRYGyfJEtvcSJ64REQcE1i4fNqwPa4+vIV1x7Zh+NoZ2DtxDSo4lZU7LSIiegeLQAOiPr0NanMzeWLHSTs7qKgWddISCHXBtSSULVsWDx480NoXGBiIiRMnFlhMoqKEYwILr1ldx+Dm03s4c+cS+q4cj93jf0AxCxu50yIion+xCDQgD/53CJYmxrLEjklKljTe24lhdNAdtIBvImfNmoVBgwZpfraykmfMJpEhY0tg4WOsNMIPg+aiTWA/3Hv+EANXT8IvI5fAxEiezygiItLGItCAPD7/DBZKpSyxY1N1MFNnLuhDSyDwtuhzcnIq0BhERRXHBBZu9tZ22DD8G7RfMASnboViwqb5WNRrEot2IqJCgHM3GxAxORXqJHk2MVnaIlCXUlNTERUVpbUlJibq5Npff/01ihcvjtq1a2PBggVISUnRyXWJ6F0sKgqrqqUr4PuBc6AQFPjl9C4s279B7pSIiAhsCTQoJlYqqGRqCUyRuCUQOmoJFEURZ8+ehY2N9liV6dOnY8aMGfm69qhRo1CnTh3Y2dnh9OnTCAgIwLNnz7Bo0aJ8XZeI3mJDoH7wqdEAc7r5Y9Kv32DujhUoa18a7T1ayJ0WEVGRxiLQgJRuWAZWMo0JjE5KBm5clCyeWq2GWheFpyjCy8sL+/fv19qtUqkyPHzixImYN29elpe8efMmKleuDH9/f82+mjVrwsTEBEOGDEFgYGCm1yei3GP3wsKvf7PO+Pv5Q/x4ZAtGBs1EKTtH1HGrJndaRERFFotAA+LS+WNYW5jLEjsqNg74YYcssfNLqVTC2jpn6yt+8cUX6Nu3b5bHfPDBBxnu9/LyQkpKCu7fv49KlSrlNk0ieg9nB9UvM7uMxv1/nuDQ1VPoteJL7B63Gm4OLnKnRURUJLEINCAx1dpAkcNiRuexo6KkDSjqaHbQXPYns7e3h729fZ5iXb58GQqFAg4ODnk6n4gyxnZA/aBUKLFqwCx8snAYrj66je5Lx2DXuNVwsCkud2pEREUOJ4bJocDAQHh6esLKygoODg7w8/PDrVu3sj1v69atqFy5MkxNTVGjRg3s3btX63FRFDFt2jSULFkSZmZm8PHxwZ07d/KU44PIJIRFyLM9iJR2sfi02UHzuxXU7KAhISFYsmQJ/vzzT/z999/YuHEjxo4di88++wzFihUrkJhERQ1nB9U/lqYW2DRyMVxLlMKDf56g57KxiI6PlTstIqIihy2BOXTs2DEMHz4cnp6eSElJwaRJk9C6dWvcuHEDFhYWGZ5z+vRp9OjRA4GBgfjoo4+wadMm+Pn54eLFi6hevToAYP78+Vi6dCnWr18PNzc3TJ06Fb6+vrhx4wZMTU1zleOPZx7AxNwy3881L5LiYiSNJ6rVOpoYRgfJZEClUuHXX3/FjBkzkJiYCDc3N4wdO1ZrnCAR6QbHBOoXe+vi+HXUErRfMBhXH91Gv1UTsHHEIqiMTeROjYioyGARmEP79u3T+jkoKAgODg4IDQ1FkyZNMjzn22+/RZs2bTBu3DgAwOzZs3Hw4EEsW7YMq1atgiiKWLJkCaZMmYKPP/4YAPDTTz/B0dERO3bsQPfu3XOV4/nQp1Cq5BkTmJoYJ0vcwqpOnTo4c+aM3GkQGTSOCdRfbg4u2DhiMTou+hwnb13AyKCZWDVgNhQKdlAiIpICi8A8ioyMBADY2dllekxISEi6lh9fX1/s2LEDABAWFobw8HD4+PhoHrexsYGXlxdCQkIyLQITExO11rGL+nc8XtTLl1AYm+Xp+eSXOjle4oCiTsYEco55Iv3HlkD9VMu1MtYN/Ro9l/ljZ2gwSlgVw9xuX/D3SUQkARaBeaBWqzFmzBg0bNhQ060zI+Hh4XB0dNTa5+joiPDwcM3jafsyOyYjgYGBmDlzZrr9pta2UJjI0xKoTpJ2yQO1WoRaR+sEEpGe4stX7zWpUg/f9Z2OYWunYe3RbTBXmWGy3+csBImIChiLwDwYPnw4rl27hpMnT8oSPyAgQKuFMSoqCi4uLrC0NYNSJU9LYGqitHdjuhsTyLtIIn2V1h1U4Pyges3PsxWi4mMwftM8LNu/AeYmZvBv11/utIiIDBqLwFwaMWIEdu/ejePHj6N06dJZHuvk5ITnz59r7Xv+/DmcnJw0j6ftK1mypNYx7u7umV5XpVJluNi4r3cZqGSaGCYxLgZXZYlMRET6rneTTxCflIDp277F/F2rYa4yxVCfT+VOi4jIYLEIzCFRFDFy5Ehs374dR48ehZubW7bneHt7Izg4GGPGjNHsO3jwILy9vQEAbm5ucHJyQnBwsKboi4qKwtmzZzFs2LBc59irjjOsrORZJzA6OgrfSBnw3yUidHEdItJPaS357DloGIb49EBcUjzm7VyNGduWwszEFH2adJQ7LSIig8QiMIeGDx+OTZs24ffff4eVlZVmzJ6NjQ3MzN52wezduzdKlSqFwMBAAMDo0aPRtGlTLFy4EO3atcOvv/6KCxcuYPXq1QDeTmYwZswYzJkzBxUqVNAsEeHs7Aw/P79c51j66TlYW2a8XEVBi4qRdp0nUa2bxeI5qIiIqPAY07Yf4hIT8N3+nzBh03yojEzQvcFHcqdFRGRwWATm0MqVKwEAzZo109q/bt069O3bFwDw8OFDremtGzRogE2bNmHKlCmYNGkSKlSogB07dmhNJjN+/HjExsZi8ODBiIiIQKNGjbBv375crxEIAAk3zsPEPPfn6UJCXIKk8UQdtQSKbAkk0lualkCOCTQYgiBgkt8wxCcl4McjWzB2w1yoRRGfNmwvd2pERAaFRWAO5WQCkaNHj6bb16VLF3Tp0iXTcwRBwKxZszBr1qz8pAcAuB50FBZG8vxKY1NSZIlLRESGRRAEzO46FmpRjbVHt8F/w1ykqlPRq7Gf3KkRERkMFoEG5Mb1lzATlLLEjhdTpQ2oqzGBnB2USG9pZgfloECDIwgC5nb7AkqFEj8c3oxxG79GSmoK+jXrLHdqREQGgUWgAUlIFQFBnqImQeJiSi2qodbBmEDWgEREhZMgCJjVZQyUCiVWHdqEgF+/Qao6FQNbdJM7NSIivcci0IAUM1bA7J0xiVKK59g6IpJY2pc4bAk0XIIgYHqnkTBSKrFs/wZM2bIYiSnJGN76M7lTIyLSaywCDUi1pq6wNJbnVxqTnALsuCNdQF1NDMOmQCKiQk0QBEz2+xxGCiWW/BGE2f9bhsi4aAR8PJRfABAR5RGLQANSse8nsLYwkyV2VGw8sOOQZPFEtRpiqg7GIepkmQkikoNmTCBnBzV4giBg4sdDYWFqjrnbV2DpvvWIiI1CYI8voVTIMxaeiEifsQg0INEeHQFrmRaLj4oCMFyyeFwnkIio6Bnp2xvFzK0xbtM8/HRiOyLiorCs3wyYGBnLnRoRkV5hEWhA1l18ClOLKFliJ8TGyBKXiIouTXduNgQWKZ819oO1uRWGr52OnaHBiI6PxY9DAmGhkqcnDBGRPmIRaEBO3HoJI7M4WWKnxMdKGk93i8XrIBkiIpJUB4+WsDazRL9VE3Dkxhl0WjQcG4YvgL11cblTIyLSCywCDcits39BYSzPN6Hq5HiJA6q5TiBREZfWEsgxgUVTs6pe2DZmGXot/wKXH9zAh/MGYuOIRahY0k3u1IiICj0WgQYk+uldCEYqWWKLKYmSxlOrRag5OyjJYMaMGZg5c6bWvkqVKuGvv/4CACQkJOCLL77Ar7/+isTERPj6+mLFihVwdHSUI10ig+bxQXXsHv8DPl3mj/svH6P9gsEIGjYf3hVqy50aEVGhxiLQgKhsHaAwNpUltjo5AdJ2CCWST7Vq1XDo0H+z4RoZ/fdWOnbsWOzZswdbt26FjY0NRowYgY4dO+LUqVNypGrQ0r7C4TIBRdsHjmWwe/wP6LNiHELDrqHbt6PwbZ+p+MSztdypEREVWiwCDYi1U1koTMxlia1OisNrKQOKok5mB2VLIOWFkZERnJyc0u2PjIzEmjVrsGnTJrRo0QIAsG7dOlSpUgVnzpxB/fr1pU6VqEgoYVUM28Yuw4h1M7Hn0hEMWzMNj149w0jf3vySgIgoAywCDUjTJm4wMbeUJXZSXAzur5MunqirMYFqFoGUe3fu3IGzszNMTU3h7e2NwMBAlClTBqGhoUhOToaPj4/m2MqVK6NMmTIICQnJtAhMTExEYuJ/XaqjouSZ5VffcEwgvcvMxBQ/DJqLmf/7Dt8f+gVf7ViJ28/CsKDnRJiZyNNLhoiosGIRaED8m7rBykqmdQKjo7BewnhiKiCm5r+AY0Mg5ZaXlxeCgoJQqVIlPHv2DDNnzkTjxo1x7do1hIeHw8TEBLa2tlrnODo6Ijw8PNNrBgYGphtnSDnHhh5Ko1AoMLPzaJQtUQpTtizGtrP7cCf8AYKGzkPJYg5yp0dEVGiwCDQgzvcOw9pCnu6gUbHyLE1BJLW2bdtq/r9mzZrw8vKCq6srtmzZAjOzvM3OGxAQAH9/f83PUVFRcHFxyXeuho/f4lDG+jXrjAol3TB49ST8+eAmfAP7Ye3Qr1H3gxpyp0ZEVCiwCDQgNxevg6WxPL/SmOQUSeOJarVOZgdlUyDll62tLSpWrIi7d++iVatWSEpKQkREhFZr4PPnzzMcQ5hGpVJBpZJnZl9DwDFflJFGlTzwR8A69F05Djef3EPHRZ9j3qcT0KPBR3KnRkQkOxaBBuRZaDjMFUpZYsepUyWNJ4oiRB2M5+PEMJRfMTExuHfvHnr16gUPDw8YGxsjODgYnTp1AgDcunULDx8+hLe3t8yZGh6+fik7riWcsXvcDxgZNBN7Lx/D2J/m4OrDvzC90yiojE3kTo+ISDYsAg3I4RexMBEUssROEnXQKkekB7788ku0b98erq6uePr0KaZPnw6lUokePXrAxsYGAwYMgL+/P+zs7GBtbY2RI0fC29ubM4MWIE4MQ1mxMDXHj4MDsWjvWnyz+0esPboNl+7fwOpBc+FSvKTc6RERyYJFoAFJEkXZujcmSTw2R1QDak4MQzJ4/PgxevTogVevXsHe3h6NGjXCmTNnYG9vDwBYvHgxFAoFOnXqpLVYPOkeWwIppxQKBb78aCBqlqmMUUGzcOn+DbSa2wff9ZuOVjUayp0eEZHkWAQaEM9ipjAT5OkOGi+mYt0b6eJxiQiSy6+//prl46ampli+fDmWL18uUUbEMYGUU61rNsKBSUEY9MNk/PngJnot/wKj2vTB+PaDYKTkLRERFR18xzMgbuWKwcJInl9pbEoKcEG6eKKaS0QQFXV8+VJelCnhjJ1ffo8Z25Zi3bFtWLpvPc7fu4IV/WdyGQkiKjJYBBqQ2uO6wNo8b1PU51dUXDzQ7ZwssYmoaOOYQMotlbEJAnt8Ca8KtfDFhkCE3LmEFnM+w6Jek9HWvanc6RERFTgWgQYkyrsnRGuZFouPigIwTrJ4olrUyZhANgUS6S+OCaT88qvbCtVLV8SwNVNx9dFt9Fs1Ab0a+2FG59GwUMnzpSoRkRRYBBqQr4/8DRNzS1liJ8XFSBpPTBV1MiZQF8tMEJG8OCSQ8qO8kyt2j/8R83Z+jxUHN2LDiR0IuX0JKwbMRM0yleVOj4ioQLAINCB7d16Awlieby7VyfGSxhNFEWqdrBOog2SISBYiRwWSjqiMTTCt00g0r1YfI9fNwt3nD9Bu3kBM6DAEw1p9CqVMa/ASERUUFoEGJOLBTQhG8ix+K6YkyRKXiIouTXdQNgWSjjSu7InDU3/Glz9/hb2Xj2HO9uX44/IxLOkzBRWcysqdHhGRzrAINCApiTEQUmQqAlOlLQJFtaiT2UHZFEhERO+ys7TBmiFf45fTuzF96xKEhl2Dz5zeGN9hMIb69GCrIBEZBIXcCRDlxduJYdT/b+/O46Kq+j+Af4ZlhmXYBBxAAUFRRFHcQKRHLU1SM20x7TGXNC3TzOwp9UlF0zIt+5maWD25ZC6JmZqaRiTmwqKCK4qKCm6AqDDsy8z5/YFMTqCpDFwGPu/Xa17MnLuc7x3lcr/3nHtOtV/MAYmMl64hkKODkoHJZDL8O2QAometx5N+XVFcVoK5W5bhuc/ewPn0y1KHR0RUbWwJrEe8nngWpgorSerWFBfg/Ml1ktRNRERUE5o0UmH92/+HDYd+QVjEl7pWwfeeHYM3e/8bcjNzqUMkInosTALrEZ/WzjC3tJak7tLCfJyvxfoM1R2UQ8wTGa+KgWFkfCaQalB5q+Bz6NE6CP/5YT72JsXik63h+Cl+Dxb++wMEtQiQOkQiokfGJLAe+eRZX9jYSDRPYK4auybVXn0Geyaw+rNMEBFRA1DRKrg5bjfCNn+J5OsXMfDzN/HqEwPx4fNvwcHaTuoQiYgeGpPAesT12M+wtZZmigh1fi1PEXH3mcBq74ctgURGq+L3l+2AVFtkMhkGd+2L3v7dMG/LV1h3cDt+OLANvx7/E3NemoQXA59hyzQRGQUmgfVI3IxVsDaVZtSyfI1GknqJiIhqm4O1HRYN/y8Gd+2H99d9ivPplzFx1Rys3b8Vc19+l5PME1GdxySwHvk56SbkEg34WlLL/SqFVkAYYLJ4Dg9KZMz4TCBJq6tPAKJmrEV45Dos/nU14i4cR+j81/DvbgMwbeCbcLZtJHWIRERV4hQRZJSEFtBqRLVfzAGJiKg65GbmeKfvKBycswnPd+kDIQTWHdyOkLCX8fXvG1CqKZM6RCKiSpgEklESWi2ExgAvQ7QmEpEkdM8EsiWQ6gA3h8YIH/MRtv1nBdp5tIK6MA9hm7/EU3OH4bcTB/gMOhHVKewOWo84mJtCIZMmry8WMqBUkqqJiIjqjKAWAfh12kpsPLQDn2xbgfPpqRix/D/o2iIAM16YgM7e/lKHSETEJLA+GTrYF0q5NBPX5pWU4ov1l2utPqGFYaaI4I1ZIqNV0bAi4/igVMeYmphi2BMDMaBTLyzZvQb/+2MTYi8cw7MLx6Jv+x6YPuhNtHT1kjpMImrAmATWI+59gmFrZSFJ3eqCImD97lqrr3yKCE4WT0REdZetpRIznp+A0T0HY9GO/2HDoR349fg+7DmxH690exbvPfs63BwaSx0mETVATALrkTs9XkeZrUSTxavVAMJqrT6h1UJoDTAiKZNAIqMlODooGQk3h8ZYNPy/eKP3K5i/dQV+Pb4P6w5uR0Tcr3j1iYF4O3QEXJkMElEtYhJYj0z6+TTMLa0lqbu0MF+SeomIiIxFS1cvrBq/AIdTTuDjn5cj9sIxrIzejB8ObMOwkIF4+5kRbBkkolrBJLAeObD+J8jM5JLULcpKare+u1NEVHs/bAgkMlq60UEljoPoUXVp3g4/vxeOg+cS8Pkv3yL2wjGs2rcZ6w4yGSSi2sEksB4pK86DrEyiJFBT20mgMMjAMJwigoiIpCCTyfBEq04IadmxPBnc8T/Enk/Eqn2b8cOBrXgpqC/GP/1vDiBDRDWC8wQSEZFR4jOBVB9UJINb3wvHT+9+hWCfDijVlGHDoV/Qfc4rGLn8fcRfOC51mERUz7AlkIyTVkBoDDEwTPV3QUREZAghrTohpFUnHLl4Est/+wG/Hv8Te07sx54T+9HF2x8TQ4fjaf8nYGLCe/hEVD1MAusRZ9+uMDG3lKRubWkhbpxcV3v1cYoIogZP90wgWwKpnuns7Y+Vby7AhfRUhEeuQ0Tcrzh88SRGhn+AFipPjH5yMF7u2hdKC2kGgyMi48cksB55d1x3WFrbSFJ3YX4uPoioxQoN9EwgDNCYSEREVBNauHhi0fD/4oPnxuF/f2zCmj+34EJGKv678XN8snU5hgT3x2s9XkILF0+pQyUiI8MksB7p7e0IGxuJ5gnMlWZAGiJquP66DcSWQKrfVHZO+PD5tzDpmZHYFLsLq6I340JGKr7bG4Hv9kagp18QRvd8Cb3adoOpianU4RKREWASWI+47vsGtlYWktStLiiq1fq0AtAaoCun4EOBRERkJGwsrTHmycF4rceL2H/2ML6LjkDkyYOITopDdFIc3B1dMSzkOQwJ7s/J54nogZgE1iM/v7cBljJp7gAWCk2t1qeFgMYASSB7gxIZLz4TSA2ViYkJevgFoYdfEFKzrmP1vp+w4eAvuHLrBj7d/jUW/vIterUNxrCQgejl3w3mprzcIyJ9PCvUI4fvFEEu0awfJbWcTmkFYIhHAjkuDBERGTNPJzeEvfg23h8wFjsS/sD6A9sRe+EYIk8eROTJg2hs64iXg/vh390GwFvlIXW4RFRHMAkkIiKjpGsJlDgOorrASm6Bl7v2w8td++FCeirWH9yOTbG7kKm+hWV71mLZnrXo5NUWLwSGYmDn3nCycZA6ZCKSEJNAMkpaYZjuoHwmkIiI6psWLp6Y9eLbmDbwTUSePIB1B7YjOikORy+dwtFLpzArYjF6+gXhpaBn0Kfdv2CtkGZ6KSKSDpNAMkrsDkpEFTdx+EwgUdXkZubo3+FJ9O/wJDJzbmHrkUj8FL8Hx1PPIOrUIUSdOgQrhSX6BfTA81364F++XSA3M5c6bCKqBUwC65FXezWD0kyaf9K8sjKsiroiSd1E1LAxCST6Z43tHDGu11CM6zUUF9JT8VP8HmyJ34PUrGvYHLcbm+N2w9ZSiT7t/oVnOzyJHn6BsJRLM+I4EdU8JoH1SMDSz2Bro5SkbnVuHuDXtdbq4+igRMTe3ESPp4WLJ6Y+Nw4fDBiLo5dO4ae4PdiZuBeZ6lvYHPcrNsf9CmuFFXr7d0P/Dk+iV9tu7DJKVM8wCXxEX331FT777DOkp6ejffv2WLp0KQIDA++7fkREBGbOnInLly/Dx8cHCxYsQL9+/XTLhRAICwvDt99+i+zsbISEhCA8PBw+Pj6PHNsVi6awsZBosvhSda3Wx+6gRKTrDsqhYYgei0wmQ2dvf3T29se8Ie/iyMWT2JGwF7sSo3HtTga2Hfkd2478DktzBbq3DsTT/iHo7R8CF3tnqUMnompiEvgIfvzxR0yZMgUrVqxAUFAQFi9ejNDQUCQnJ6Nx48qTsh46dAivvPIK5s+fj2effRbr16/HoEGDkJCQgLZt2wIAFi5ciCVLlmDNmjXw8vLCzJkzERoaiqSkJFhYPFo3jDHfHoaphbVBjvVRaYrya7c+AQMNDFNzPv74Y+zcuRPHjh2DXC5HdnZ2pXXS0tIwfvx47N27F0qlEiNHjsT8+fNhJlG3XiIiaphMTUwR1CIAQS0C8NHgyUi8nIQdCX9gZ2I0UrOuYc+J/dhzYj8AoJ1HK/T2fwJP+4egvYcvTEykmZ6KiB4frzQfwRdffIGxY8fitddeAwCsWLECO3fuxMqVKzFt2rRK63/55Zd45pln8P777wMA5s6di8jISCxbtgwrVqyAEAKLFy/GjBkzMHDgQADA999/D5VKha1bt2Lo0KGPFN/xHZshM5VX8ygfj9CUSFJvXVZSUoLBgwcjODgY3333XaXlGo0G/fv3h4uLCw4dOoQbN25gxIgRMDc3xyeffCJBxETG5a/J4iUOhKiekclk6OjVBh292mDmCxORdO0CIk8cQOTJg0i4fBon0pJxIi0ZX+z8Ds62jdCrbTf09AvCv3y7wFFpL3X4RPQQmAQ+pJKSEhw9ehTTp0/XlZmYmKB3796IiYmpcpuYmBhMmTJFryw0NBRbt24FAFy6dAnp6eno3bu3brmdnR2CgoIQExNz3ySwuLgYxcXFus9qde12xawLtDBMd1BtDTYFzpkzBwCwevXqKpf/9ttvSEpKwu+//w6VSoWAgADMnTsXU6dOxezZsyGXS5PQExERVZDJZGjT1Adtmvpgcr/XcFN9G1GnDiHy5EFEJ8Xhpvo2Nh7agY2HdkAmk8HfvSW6tw5Ej9aB6NK8HSzMFVIfAhFVgUngQ8rKyoJGo4FKpdIrV6lUOHv2bJXbpKenV7l+enq6bnlF2f3Wqcr8+fN1Cca9rv7+BWxtpXkmUK1Ww0W1rtbqM9gzgShvkft7Iq1QKKBQ1OwfrpiYGPj7++v9+4eGhmL8+PE4ffo0OnToUKP1Exm7vyaLZ1MgUW1xtm2Eod2exdBuz6KkrBSx5xMRdeoQ9p05jLPXU3SthMv2rIWluQJdfTqge+sueKJVZ/g1bQFTE1OpD4GIwCTQKE2fPl2vhVGtVsPd3V3CiGqfISeLj4uLg52dnV55WFgYZs+eXe39P8j9bhJULCMiIqrL5Gbm6N46EN1blw+Ql5GThT/PHMa+M/HYf/YwMnKysDcpFnuTYgEAtpZKBLZoj64tAhDs0wHtPH1hbspLUSIp8DfvITk5OcHU1BQZGRl65RkZGXBxcalyGxcXlweuX/EzIyMDrq6ueusEBATcN5baaKVqSIKCgrBnzx69svt9v9OmTcOCBQseuL8zZ87A19fXYPERUdU4WTxR3aKyc8Lgrn0xuGtfCCFw9vpF/HkmHn+ePYy4C8egLszD7ycP4veTBwEAlnILdPH2R1efDujqE4AOzfw4NyFRLWES+JDkcjk6deqEqKgoDBo0CACg1WoRFRWFiRMnVrlNcHAwoqKiMHnyZF1ZZGQkgoODAQBeXl5wcXFBVFSULulTq9WIi4vD+PHja/JwjJ4hnwk0NTV96G607733HkaNGvXAdby9vR9qXy4uLoiPj9crq7hpcL8bC0RERMZAJpOhdZPmaN2kOd7o/QrKNGVIunYBMecSEXv+GGIvJOJOvhp/nj2MP88eBgCYmZiijXtLdLo7KE0nr7Zo5tyUN3qIagCTwEcwZcoUjBw5Ep07d0ZgYCAWL16M/Px83WihI0aMQJMmTTB//nwAwDvvvIMePXpg0aJF6N+/PzZu3IgjR47gm2++AVB+gpw8eTLmzZsHHx8f3RQRbm5uukSTqma47qCPxtnZGc7OhpkfKTg4GB9//DEyMzN1U4xERkbC1tYWfn5+BqmDqD6rOAXwApGo7jMzNUM7D1+08/DFG71fgVarxbn0y4g5l4DYC8cQe/4YMnKycDz1DI6nnsHK6M0AgEbWdujo3bY8MWzWBgHN/GBnZSPx0RAZPyaBj2DIkCG4efMmZs2ahfT0dAQEBGD37t2657jS0tL05srp1q0b1q9fjxkzZuC///0vfHx8sHXrVt0cgQDwwQcfID8/H+PGjUN2djaeeOIJ7N69+5HnCGxojGGy+LS0NNy+fRtpaWnQaDQ4duwYAKBFixZQKpXo06cP/Pz8MHz4cCxcuBDp6emYMWMGJkyYwO6+RERUr5mYmMDXzRu+bt54redLEELg6u10HL10CgkXT+PopVM4eSUZt/Nz9LqQAkAz56bwd2+Fdh6t0Na9Jfw9WsHJxkHCoyEyPjIhavIymGqDWq2GnZ0d0jMyJB4dVIWcnJwajyEgIAAdzmbCz0xZ7X1tL76JwEmjsWjRIgNEpm/UqFFYs2ZNpfK9e/eiZ8+eAIDU1FSMHz8e0dHRsLa2xsiRI/Hpp59ysvgGruJ3ujZ+n4zZi/83AQeTj2LFmLkY1OVpqcMhIgMrLi3B6avnkHDpNI5eOo0jF0/iyq0bVa7r5tAY/u6t4O9Rnhz6NfVBEwcVewpQg/Io1w+80iSjVN4SWP37F9pH7hD68FavXn3fOQIreHp6YteuXTUWAxERkbFSmMvR0astOnq1xet3y27n5eDUlfJpKE5eScapK+eQkpGG63cycf1OJvac2K/b3sbCury1sUlztHLzhq9bc/i6ebPVkAhMAusVmRCQSdSwW9v1GmpgGLaDExkvXUcW3ugnajAaKe30pqUAgNzCfJy+eh4n05Jx4koyTqYl40L6ZeQW5ePwxZM4fPGk3j6cbBx0CaGvmzdauDRDc5UHnGwc2HJIDQaTQCIiIiIyWjaW1ujqE4CuPgG6spKyUqRkpCH5+kWcvZ6Cs9cv4uz1i0jNuoas3Ds4kHwEB5KP6O3HzsoG3o3d0VzliRYqD3irPNBC5QGvxu6cuoLqHSaBZJSkGh2UiOqOipZAGZsCiehv5GbmuikqgL+eGc4vLsT59Ms4e608MUy+fhEXMlJx9XY6cgpykXg5CYmXk/T2JZPJ0MRBhRYunvB0alL+cnaDp1MTeDi5wday+mMUENU2JoFklLR3X9XFJJCIiKjhsFZYIsCzNQI8W+uVF5YU4fLNa0jJSEVKRhouZKTp3ucU5OLq7XRcvZ1e5T4drG3h4dQEHo5uuuTQ08kNHk5ucHNQQW5mXhuHRvRImASSUTJcSyDTQCJjVfHby2d4iKi6LOUW97Qc/kUIgVt52bqEMPXmNaTduoHUrGtIzbqOW7l3cCdfjTv5ahxPPVPlvhvbOsLNQYUmjRrDzUEFN4fyn00bucDNoTEa2znC1MS0Ng6TSIdJIBERERFRFWQyGZxsHOBk44CgFgGVlucV5SMt6zrSsioSw/LkMC3rOq7cuoGi0mJkqm8hU30Lx1KTKlcAwMzEFCp7ZzS5mxyq7BzR2M4JjW0dde9Vdo6wt7LlTS8yGCaBZJQMNTqolg2BRMaLzwQSkcSUFtbwa+oDv6Y+lZYJIZCVe+fu9BUZuHYnA9dvZ+D6nUxcu52O63cykZ6ThTKtBtdup+PafbqbVlCYyeFs2wiqu0mhs62j7n1jOyc4Ku3haOMAJ6U9rBSWTBjpgZgEklEy1DyBzAGJiIioJshkMjjbNoKzbSO09/Stcp0yTRky1bfLk8TbGbiRnYmMnFvIzMkq/6m+hcycW8guUKO4rOSBzybey8JccTcptIej0gGNlHZwVDrc/VyeLFb8bKS0g62lkl1SGxgmgWSUypPA6u+H8wQSGa+KZ3p5s5uIjJWZqdndZwQbo7O3/33XKyotRuY9SWFGThYy1eU/M3Ju4ab6Fm7lZuNWXjaKSotRVFqMa3dbHx+GTCaDraUSdlY2sLeyhb2VDeysbOFgbQs7KxvYWdno3ttb2cL+nvdKCyu2OhohJoH1iJDJICT6JZSqXiIiIqL6zsJcAY+7I44+iBACBcWFyMrLxq3cO7hV1U+9smzkFxdACIGcglzkFOQiDdcfKTZTE1PYWSqhtLSGjUX56973NpZVlynvvre9u62luYLJZC1iEkhGSQvDjA6qZYdQIqOlmyeQFw1ERADKz4fWFlawtrCC5z8kjBVKykqRU6BG9t0k8E6+Wvc5O1+NnILcu+9z7nlfXl5cVgKNVoPb+Tm4nZ9TrdhNTUxhJbeAlcIS1gpLWCksYSW3gLXCClYKC1jKLWGluPu5ivV0n+WWuvcW5gpYyBVQmMn5t+JvmASSUdIKQGOA/bA7KNWUr776Cp999hnS09PRvn17LF26FIGBgVKHRUREpEduZg5n2/KBZh5VYUkRsvPVUBfmI68oH7lF+cgtLP+ZV5QPdWFe+fu7ZRXv1X8rE0JAo9XoPhuaTCaDhZkcCnPFX4mhuRwW5gpY3pMoWsjLlyvM5eXlumUK3TKLu9spzMv3pzAzh8JcDrmZHBbmcthYKuGotDf4MRgak0AySlohoDFAKx5zQKoJP/74I6ZMmYIVK1YgKCgIixcvRmhoKJKTk9G4cWOpw6s3BEcHJSKSlKXcApZyC7g6PP4+KrqwqgvzUFBShILiQhSUFCK/uPDu+yLkFxXcs6wI+cUFKCguQuHf1iso1v+s0Wp0dRSWFqOwtNhAR/5gHb3a4JuxH6NpI5daqe9xMAkkIjKwL774AmPHjsVrr70GAFixYgV27tyJlStXYtq0aRJHR0REVHfc24XVkIQQKNWUoai0GMWlxSgsKb77vkQ3eE5hif7n4ruJYlEV6xZVvC/5a93islKUlJXq3heXliC/uAAJl05jyJeTsGvqd7CzsjHocRkKk0AyShoYaJ7A6u+CSE9JSQmOHj2K6dOn68pMTEzQu3dvxMTEVLlNcXExiov/ujupVqtrLL69p2Px0ZalNbb/2nQ58yoAPhNIRESVyWQyyM3MITczByyVtVZvatZ1PL/oTaRkpKHD9OfQtJELTE1M9NbZ8PZiuNg711pMVWESSEbnzvFzAMzRDNW7YyQgkIFiNG3a1DCBEQHIysqCRqOBSqXSK1epVDh79myV28yfPx9z5sypjfCgLszDmWsptVJXbanL3W2IiKhh8XRyw5rxn2FU+Ae4dicD525cqrROqaZMgsj0MQkko7PlyH507dwFbWADm2r8F05BAQqgwRtvvGHA6Ige3fTp0zFlyhTdZ7VaDXd39xqpq1vLDtj0zpIa2bcUXOyd0dLVS+owiIiIdPw9WuHgR5tw9vpF5BXmQyv0+5452VTjIUoDYRJYj8iEgEyi4S5rs95OnTqhGaxwGNl4Ck6PtQ8NBOJxB8tW/Q9WVobtg04Nm5OTE0xNTZGRoT9Bb0ZGBlxcqm6xUigUUCgUtRHeY48AR0RERA/PwlyBAM/WUodxXyb/vApR3fP75dO4hAJkoeSxtj+FXJjDBMOHDzdwZNTQyeVydOrUCVFRUboyrVaLqKgoBAcHSxgZERERUTm2BJJR8vT0RBvYIBZ30B+NH2mI+CJokIAc/LLnV5iamtZglNRQTZkyBSNHjkTnzp0RGBiIxYsXIz8/XzdaKBEREZGUmASS0dp7+zJcGznhCorgAcuH3i4RajSGHH369KnB6KghGzJkCG7evIlZs2YhPT0dAQEB2L17d6XBYoiIiIikwCSQjJaDgwM6wg5xuIOmsIDJQ7QGqlGK08jF0WOJtRAhNWQTJ07ExIkTpQ6DiIiIqBI+E0hGbW/RDZRC4BzyH2r9w8hGc1ihffv2NRwZEREREVHdxCSQjJpCocC3G3/AYWSj9B+mfr+JYlxGIaKuVD1XGxERERFRQ8AkkIzeyy+/DCVMcRK5911HQCAGd9AWNpwcnoiIiIgaNCaBZPRkMhki9kXiGHJQCE2V66ShEHdQiujstFqOjoiIiIiobuHAMPWIkMkgZA8/VYKh65ZS9+7d4QYLHEUOnkAjvWVaCMQiGwuXLIadnZ1EERIRERER1Q1sCaR6Y/eZBJxFHrJRqld+FnnQQuCNN96QKDIiIiIiorqDSSDVG76+vmgFa8Thjq6sFFocQTZWbt4IuVwuYXRERERERHUDk0CqV/5Iv4BrKMINFAEAjkMNW5jjhRdekDgyIiIiIqK6gUkg1SsqlQrtYYtY3EE+ynACamw5+AdkEj+zSERERERUVzAJpHonOu8a8qDBLmSiKSzRrVs3qUMiIiIiIqozODpoPSCEAADk5t5/nryaVlF3RSxSsra2xpL/fY1xr7+O2HOnpQ6H6JFV/B6p1WqJIyEiIiJjUXHd8DDX4zJRF67aqVouXryI5s2bSx0GACAlJQXe3t5Sh0Fk1K5evQp3d3epwyAiIiIjdOXKFTRt2vSB67AlsB5o1Kh8Xry0tLTHmgdPrVbD3d0dV65cga2t7WPFkJOTAw8PD10sRPT43NzccOXKFdjY2PB51gcwxLmL9PE7NSx+n4bF79Ow+H0antTfqRACubm5cHNz+8d1mQTWAyYm5Y922tnZVes/nK2tbbX/w1bEQkSPz8TE5B/v4NFfDHHuIn38Tg2L36dh8fs0LH6fhifld/qwDUK8YiciIiIiImpAmAQSERERERE1IEwC6wGFQoGwsDAoFApJtjfUPoiIHgXPO4bH79Sw+H0aFr9Pw+L3aXjG9J1ydFAiIiIiIqIGhC2BREREREREDQiTQCIiIiIiogaESSAREREREVEDwiSQiIiIiIioAWESWAcJITBr1iy4urrC0tISvXv3xvnz5x+4zezZsyGTyfRe5ubmsLCwQFBQEOLj41FUVIQJEybA0dERSqUSL774IjIyMgAAERER8PX1hYWFBfz9/bFr1y589dVXaNasmW4fY8aMuW9Mq1evrlS/hYVFtY+LiOh+/n6Oio+PlzokozR//nx06dIFNjY2aNy4MQYNGoTk5GSpw6o3Pv30U8hkMkyePFnqUIzatWvX8Oqrr8LR0RGWlpbw9/fHkSNHpA7LKGk0GsycORNeXl6wtLRE8+bNMXfuXHCsyIfz559/YsCAAXBzc4NMJsPWrVv1lhvL9S6TwDpo4cKFWLJkCVasWIG4uDhYW1sjNDQURUVFD9yuTZs2uHHjBlasWAG5XI5FixYhISEB7du3R2hoKN5880388ssviIiIwL59+3D9+nW88MILOHToEF555RWMGTMGiYmJGDRoEJ577jm8++67CAsLQ0JCAgBg5cqV+PTTT+8bk62tLW7cuKF7paamGuS4iIj+7scff8SUKVN056iK81xmZqbUoRmdffv2YcKECYiNjUVkZCRKS0vRp08f5OfnSx2a0Tt8+DC+/vprtGvXTupQjNqdO3cQEhICc3Nz/Prrr0hKSsKiRYvg4OAgdWhGacGCBQgPD8eyZctw5swZLFiwAAsXLsTSpUulDs0o5Ofno3379vjqq6+qXG4017uC6hStVitcXFzEZ599pivLzs4WCoVCbNiw4b7bhYWFifbt2wshhAgMDBQTJkzQLdNoNMLV1VWYmJiIiIgIXfmZM2cEANGrVy/Rv39/vf1ZW1uLNm3a6GJSqVTC1tZWzJ8/v8qYVq1aJezs7Ax+XEREVanqPOfm5qY7R9Hjy8zMFADEvn37pA7FqOXm5gofHx8RGRkpevToId555x2pQzJaU6dOFU888YTUYdQb/fv3F6NHj9Yre+GFF8SwYcMkish4ARA///yz7rMxXe+yJbCOuXTpEtLT09G7d29dmZ2dHYKCghATE/PAbc+fPw9XV1fEx8fjxIkTSEtLAwCYmJigbdu20Gq1evv19fWFh4cHjh49qldeUlKCgoIC5OXl6WLKyMhA9+7ddTFUFVNeXh48PT3h7u6OgQMH4vTp0wY5LiKie5WUlFQ6b5mYmKB37948nxhATk4OAKBRo0YSR2LcJkyYgP79++v9P6XHs337dnTu3BmDBw9G48aN0aFDB3z77bdSh2W0unXrhqioKJw7dw4AcPz4cRw4cAB9+/aVODLjZ0zXu0wC65j09HQAgEql0itXqVS6ZVUJCgrC6tWrsXbtWgDlXSf+9a9/ITc3FwAgl8shk8lgb29fab9qtVqvvqysLAghoFar9WJyd3fXi+HemFq1aoWVK1di27Zt+OGHH6DVatGtWzdcvXq1WsdFRPR3WVlZ0Gg0PJ/UAK1Wi8mTJyMkJARt27aVOhyjtXHjRiQkJGD+/PlSh1IvXLx4EeHh4fDx8cGePXswfvx4TJo0CWvWrJE6NKM0bdo0DB06FL6+vjA3N0eHDh0wefJkDBs2TOrQjJ4xXe8yCZTYunXroFQqda/S0tLH2k/fvn0xePBg+Pn5AQAWLVqE7OxsbNq0yZDh3ldwcDBGjBiBgIAA9OjRA1u2bIGzszO+/vrrWqmfiIiqb8KECTh16hQ2btwodShG68qVK3jnnXewbt26SgOk0ePRarXo2LEjPvnkE3To0AHjxo3D2LFjsWLFCqlDM0qbNm3CunXrsH79eiQkJGDNmjX4/PPPmVQ3MEwCJfbcc8/h2LFjupeTkxMA6EbtrJCRkQEXF5d/3J+TkxNMTU1RUFCAli1b4sKFCwDKu08JIZCdnV1pv7a2tnr1OTk5QSaTwdbWFgB09V65ckUvhgfFVHFnqaL+ivUe97iIiCpUnOd4PjGsiRMnYseOHdi7dy+aNm0qdThG6+jRo8jMzETHjh1hZmYGMzMz7Nu3D0uWLIGZmRk0Go3UIRodV1dX3U3uCq1bt9Y99kKP5v3339e1Bvr7+2P48OF499132XJtAMZ0vcskUGI2NjZo0aKF7uXn5wcXFxdERUXp1lGr1YiLi0NwcPA/7k8ul6NTp07YvXs3UlJS4OrqCq1Wi9OnT8PExERvv8nJyUhLS0OnTp30yuVyOaytraFUKgEAXl5eUKlU2L9/vy6Gf4pJo9Hg5MmTcHV11e2jOsdFRFSh4jx37/lEq9UiKiqK55PHIITAxIkT8fPPP+OPP/6Al5eX1CEZtV69euHkyZN6N3g7d+6MYcOG4dixYzA1NZU6RKMTEhJSadqSc+fOwdPTU6KIjFtBQQFMTPRTAFNTU2i1Wokiqj+M6npX4oFpqAqffvqpsLe3F9u2bRMnTpwQAwcOFF5eXqKwsFC3zlNPPSWWLl2q+/zee++J6OhocenSJTFnzhxhYmIilEqlOHDggBg3bpywt7cXI0aMEB4eHuLpp58Wo0aNEsHBwSI4OFgcPHhQmJmZic8//1ycOXNGhIWFCVNTUyGXy8Xq1atFUlKSCAwMFDKZTKxZs0acOHFCNG3aVNjZ2elimjNnjtizZ49ISUkRR48eFUOHDhUWFhbi9OnTj3RcREQPY+PGjUKhUOjOURXnufT0dKlDMzrjx48XdnZ2Ijo6Wty4cUP3KigokDq0eoOjg1ZPfHy8MDMzEx9//LE4f/68WLdunbCyshI//PCD1KEZpZEjR4omTZqIHTt2iEuXLoktW7YIJycn8cEHH0gdmlHIzc0ViYmJIjExUQAQX3zxhUhMTBSpqalCCOO53mUSWAdptVoxc+ZMoVKphEKhEL169RLJycl663h6eoqwsDDd5yFDhghXV1chl8tFkyZNRMeOHYWbm5uQy+UiMDBQxMbGisLCQvHWW28JMzMzYWpqKp5//nlx48YNIYQQmzZtEi1bthRyuVy0adNG7Ny5UyxdulR4eHjo9jF69GhdTPb29uL555/X1T958mTduiqVSvTr108kJCQ88nERET2sv5+jYmNjpQ7JKAGo8rVq1SqpQ6s3mARW3y+//CLatm0rFAqF8PX1Fd98843UIRkttVot3nnnHeHh4SEsLCyEt7e3+PDDD0VxcbHUoRmFvXv3VnnOHDlypBDCeK53ZUIIIU0bJBEREREREdU2PhNIRERERETUgDAJJCIiIiIiakCYBBIRERERETUgTAKJiIiIiIgaECaBREREREREDQiTQCIiIiIiogaESSAREREREVEDwiSQiIiIiIioAWES2IB899136NOnT43Xs3v3bgQEBECr1dZ4XURERMZo9uzZCAgIeOA6ly9fhkwmw7Fjx2o0llGjRkEmk0Emk2Hr1q01WhcA9OzZU1dfTR8bEVVNJoQQUgdBNa+oqAje3t6IiIhASEhIjdfXpUsXTJo0CcOHD6/xuoiIiIxNXl4eiouL4ejoCKA8EcvOztZLwjQaDW7evAknJyeYmZnVWCyjRo1CRkYGVq1aBQcHBygUihqrCwBu376NlJQUBAYGIjEx8R+TYSIyPLYENhCbN2+Gra1trSSAQPkflCVLltRKXURERMZGqVTqEsD7MTU1hYuLS40mgBUUCgVcXFxqPAEEgEaNGsHZ2bnG6yGi+2MSaGRu3rwJFxcXfPLJJ7qyQ4cOQS6XIyoq6r7bbdy4EQMGDNAr69mzJyZPnqxXNmjQIIwaNUr3uVmzZpg3bx5GjBgBpVIJT09PbN++HTdv3sTAgQOhVCrRrl07HDlyRG8/AwYMwJEjR5CSkvL4B0tERGQAFd0q//7q2bPnfbeRyWQIDw9H3759YWlpCW9vb2zevFlvnZMnT+Kpp56CpaUlHB0dMW7cOOTl5emWR0dHIzAwENbW1rC3t0dISAhSU1MB6HcHnT17NtasWYNt27bpYouOjq6yO+i+ffsQGBgIhUIBV1dXTJs2DWVlZbrlPXv2xKRJk/DBBx+gUaNGcHFxwezZsx/5O4uOjoZMJkN2drau7NixY5DJZLh8+TIAYPXq1bC3t8eOHTvQqlUrWFlZ4aWXXkJBQQHWrFmDZs2awcHBAZMmTYJGo3nkGIio5jAJNDLOzs5YuXIlZs+ejSNHjiA3NxfDhw/HxIkT0atXr/tud+DAAXTu3Pmx6vy///s/hISEIDExEf3798fw4cMxYsQIvPrqq0hISEDz5s0xYsQI3Nuz2MPDAyqVCvv373+sOomIiAzF3d0dN27c0L0SExPh6OiI7t27P3C7mTNn4sUXX8Tx48cxbNgwDB06FGfOnAEA5OfnIzQ0FA4ODjh8+DAiIiLw+++/Y+LEiQCAsrIyDBo0CD169MCJEycQExODcePGQSaTVarnP//5D15++WU888wzuhi7detWab1r166hX79+6NKlC44fP47w8HB89913mDdvnt56a9asgbW1NeLi4rBw4UJ89NFHiIyMfNyv74EKCgqwZMkSbNy4Ebt370Z0dDSef/557Nq1C7t27cLatWvx9ddfV0qgiUhaNd+/gAyuX79+GDt2LIYNG4bOnTvD2toa8+fPv+/62dnZyMnJgZub22PX98YbbwAAZs2ahfDwcHTp0gWDBw8GAEydOhXBwcHIyMiAi4uLbjs3NzfdHU8iIiKpVHSrBMqfkR80aBCCg4P/sYVs8ODBeP311wEAc+fORWRkJJYuXYrly5dj/fr1KCoqwvfffw9ra2sAwLJlyzBgwAAsWLAA5ubmyMnJwbPPPovmzZsDAFq3bl1lPUqlEpaWliguLtb7O/p3y5cvh7u7O5YtWwaZTAZfX19cv34dU6dOxaxZs2BiUn5vv127dggLCwMA+Pj4YNmyZYiKisLTTz/98F/aQyotLUV4eLjuGF966SWsXbsWGRkZUCqV8PPzw5NPPom9e/diyJAhBq+fiB4PWwKN1Oeff46ysjJERERg3bp1D+zDX1hYCACwsLB4rLratWune69SqQAA/v7+lcoyMzP1trO0tERBQcFj1UlERFQTRo8ejdzcXKxfv16XNN1PcHBwpc8VLYFnzpxB+/btdQkgAISEhECr1SI5ORmNGjXCqFGjEBoaigEDBuDLL7/EjRs3qhX7mTNnEBwcrNeaGBISgry8PFy9elVXdu/fbQBwdXWt9DfaUKysrHQJIFB+TdCsWTMolUq9spqqn4geD5NAI5WSkoLr169Dq9Xq+ubfj6OjI2QyGe7cufOP+62qz765ubnufcUfnqrK/j4lxO3bt/ngNxER1Rnz5s3Dnj17sH37dtjY2NR4fatWrUJMTAy6deuGH3/8ES1btkRsbGyN13vv32ig/O/0o07bVJEg3/uoR2lp6UPVZYj6iahmMQk0QiUlJXj11VcxZMgQzJ07F6+//voD77DJ5XL4+fkhKSmp0rKMjAy9zxcvXjRIjEVFRUhJSUGHDh0Msj8iIqLq+Omnn/DRRx9h06ZNei1XD/L3hC02NlbXpbN169Y4fvw48vPzdcsPHjwIExMTtGrVSlfWoUMHTJ8+HYcOHULbtm2xfv36KuuSy+X/OHhK69atERMTo5eYHTx4EDY2NmjatOlDHdPDqriJe2/rJef0I6o/mAQaoQ8//BA5OTlYsmQJpk6dipYtW2L06NEP3CY0NBQHDhyoVL5t2zZs2bIFKSkp+Pjjj5GUlITU1FRcu3atWjHGxsZCoVBU6kpDRERU206dOoURI0Zg6tSpaNOmDdLT05Geno7bt28/cLuIiAisXLkS586dQ1hYGOLj43UDvwwbNgwWFhYYOXIkTp06hb179+Ltt9/G8OHDoVKpcOnSJUyfPh0xMTFITU3Fb7/9hvPnz9/3ucBmzZrhxIkTSE5ORlZWVpWtbm+99RauXLmCt99+G2fPnsW2bdsQFhaGKVOm/GPX1kfVokULuLu7Y/bs2Th//jx27tyJRYsWGbQOIpIOk0AjEx0djcWLF2Pt2rWwtbWFiYkJ1q5di/379yM8PPy+240ZMwa7du1CTk6OXnn//v2xcOFC+Pn54c8//8Ty5csRHx+PtWvXVivODRs2YNiwYbCysqrWfoiIiKrryJEjKCgowLx58+Dq6qp7vfDCCw/cbs6cOdi4cSPatWuH77//Hhs2bICfnx+A8mfh9uzZg9u3b6NLly546aWX0KtXLyxbtky3/OzZs3jxxRfRsmVLjBs3DhMmTNANtPZ3Y8eORatWrdC5c2c4Ozvj4MGDldZp0qQJdu3ahfj4eLRv3x5vvvkmxowZgxkzZlTzG6rM3NwcGzZswNmzZ9GuXTssWLCg0iikRGS8ZOLePgVUrw0ePBgdO3bE9OnTAZTPJRQQEIDFixcbtJ6srCy0atUKR44cgZeXl0H3TUREVBtkMhl+/vlnDBo0SOpQatyoUaOQnZ2NrVu31lqdly9fhpeXFxITE3XzJRJR7WFLYAPy2Wef6Y3WVVMuX76M5cuXMwEkIiIyEjt27IBSqcSOHTtqvK6+ffuiTZs2NV4PEd0fWwIbsJpqCSQiIjJ2DaklMDMzE2q1GkD5dBL3TntRE65du6abvsrDwwNyubxG6yOiypgEEhERERERNSDsDkpERERERNSAMAkkIiIiIiJqQJgEEhERERERNSBMAomIiIiIiBoQJoFEREREREQNCJNAIiIiIiKiBoRJIBERERERUQPCJJCIiIiIiKgB+X/0ORIjzWOZrwAAAABJRU5ErkJggg==", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Field snapshot and intensity decay along z\n", + "fig, ax = plt.subplots(1, 2, figsize=(15, 5))\n", + "sim_data.plot_field(\"field_monitor\", \"Ex\", \"real\", ax=ax[0])\n", + "(np.abs(sim_data[\"field_monitor\"].Ex) ** 2).sel(x=0, method=\"nearest\").plot(ax=ax[1])\n", + "ax[1].set_ylabel(\"|Ex|²\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b8c1792e", + "metadata": {}, + "source": [ + "Now, we can calculate the volumetric absorbed power, using the following relation:\n", + "\n", + "$P_{abs} = \\tfrac{1}{2} \\, \\omega \\, \\varepsilon_0 \\, \\varepsilon'' \\, |E|^2$\n", + "\n", + "And compare with the analytical results, from Beer-Lambert law:\n", + "\n", + "$I = I_0 e^{-\\alpha z}$" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3046045a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total absorbed power: 0.99\n", + "Analytical absorbed power: 0.99\n" + ] + } + ], + "source": [ + "# Extract field components sampled in the absorption volume\n", + "Ex = sim_data[\"abs_field_monitor\"].Ex.squeeze(drop=True)\n", + "Ey = sim_data[\"abs_field_monitor\"].Ey.squeeze(drop=True)\n", + "Ez = sim_data[\"abs_field_monitor\"].Ez.squeeze(drop=True)\n", + "\n", + "x = sim_data[\"abs_field_monitor\"].Ex.x\n", + "y = sim_data[\"abs_field_monitor\"].Ey.y\n", + "z = sim_data[\"abs_field_monitor\"].Ez.z\n", + "\n", + "# Interpolate permittivity onto the same grid to access eps''\n", + "eps_xx = sim_data[\"abs_permittivity_monitor\"].eps_xx.interp_like(\n", + " Ex, method=\"linear\", kwargs={\"fill_value\": \"extrapolate\"}\n", + ")\n", + "\n", + "E_square = np.abs(Ex) ** 2 + np.abs(Ey) ** 2 + np.abs(Ez) ** 2\n", + "omega = 2 * np.pi * freq0\n", + "\n", + "# Compute volumetric absorbed power density and integrate over the box\n", + "P_abs_volumetric = 0.5 * omega * td.EPSILON_0 * eps_xx.imag * E_square\n", + "P_abs = P_abs_volumetric.integrate(\"x\").integrate(\"y\").integrate(\"z\").squeeze()\n", + "\n", + "print(f\"Total absorbed power: {P_abs:.2f}\")\n", + "print(f\"Analytical absorbed power: {1 - np.exp(-10 * alpha):.2f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "ef5af59e", + "metadata": {}, + "source": [ + "Finally, we compute the cumulative integral of the volumetric absorbed power along the full z-direction and directly compare the resulting energy loss with the analytical prediction given by the Beer–Lambert law." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "3b0ae634", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Cumulative absorption along z to compare with Beer-Lambert prediction\n", + "I_z = P_abs_volumetric.integrate(\"x\").integrate(\"y\").squeeze()\n", + "from scipy.integrate import cumulative_trapezoid\n", + "\n", + "C_z = cumulative_trapezoid(I_z, z, initial=0.0) # [W] absorbed up to each z\n", + "\n", + "P_abs = P_abs_volumetric.integrate(\"x\").integrate(\"y\").squeeze()\n", + "I_analytical = np.exp(-z * alpha)\n", + "I = 1 - C_z\n", + "\n", + "\n", + "fig, ax = plt.subplots()\n", + "\n", + "ax.plot(z, I, \"o\", label=\"Simulated\")\n", + "ax.plot(z, I_analytical, label=\"Analytical\")\n", + "\n", + "ax.set_xlabel(\"z (µm)\")\n", + "ax.set_ylabel(\"I/I0\")\n", + "ax.set_title(\"Absorption\")\n", + "\n", + "plt.show()" + ] + } + ], + "metadata": { + "description": "This notebook demonstrates how to simulate optical absorption based on the Beer-Lambert law using Tidy3D.", + "kernelspec": { + "display_name": "td210rc1", + "language": "python", + "name": "python3" + }, + "keywords": "Beer-Lambert law, absorption coefficient, power absorption, Tidy3D, FDTD", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + }, + "title": "How to model absorption using Tidy3D | Flexcompute" + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/features/medium.rst b/docs/features/medium.rst index 64036ecc..d3f743bf 100644 --- a/docs/features/medium.rst +++ b/docs/features/medium.rst @@ -12,4 +12,5 @@ Tidy3D supports a variety of medium types: nondispersive, dispersive, anisotropi ../../FullyAnisotropic ../../Gyrotropic ../../CustomMediumTutorial - ../../TimeModulationTutorial \ No newline at end of file + ../../TimeModulationTutorial + ../../BeerLambert \ No newline at end of file From 55e1d8c0b6ad668d36463c66ee32d9757b1ec19c Mon Sep 17 00:00:00 2001 From: Yannick Augenstein Date: Tue, 21 Oct 2025 13:36:00 +0200 Subject: [PATCH 17/17] inverse design seminar notebooks --- .../00_setup_guide.ipynb | 344 ++++++ 2025-10-09-invdes-seminar/01_bayes.ipynb | 556 +++++++++ 2025-10-09-invdes-seminar/02_adjoint.ipynb | 523 +++++++++ .../03_sensitivity.ipynb | 1032 +++++++++++++++++ .../04_adjoint_robust.ipynb | 441 +++++++ .../05_robust_comparison.ipynb | 427 +++++++ .../06_measurement_calibration.ipynb | 474 ++++++++ 2025-10-09-invdes-seminar/README.rst | 43 + 2025-10-09-invdes-seminar/optim.py | 132 +++ .../results/gc_adjoint_best.json | 73 ++ .../results/gc_adjoint_robust_best.json | 73 ++ .../results/gc_bayes_opt_best.json | 9 + 2025-10-09-invdes-seminar/setup.py | 410 +++++++ custom_dictionary.json | 2 +- docs/fabrication_aware_invdes.rst | 42 + docs/index.rst | 2 +- 16 files changed, 4581 insertions(+), 2 deletions(-) create mode 100644 2025-10-09-invdes-seminar/00_setup_guide.ipynb create mode 100644 2025-10-09-invdes-seminar/01_bayes.ipynb create mode 100644 2025-10-09-invdes-seminar/02_adjoint.ipynb create mode 100644 2025-10-09-invdes-seminar/03_sensitivity.ipynb create mode 100644 2025-10-09-invdes-seminar/04_adjoint_robust.ipynb create mode 100644 2025-10-09-invdes-seminar/05_robust_comparison.ipynb create mode 100644 2025-10-09-invdes-seminar/06_measurement_calibration.ipynb create mode 100644 2025-10-09-invdes-seminar/README.rst create mode 100644 2025-10-09-invdes-seminar/optim.py create mode 100644 2025-10-09-invdes-seminar/results/gc_adjoint_best.json create mode 100644 2025-10-09-invdes-seminar/results/gc_adjoint_robust_best.json create mode 100644 2025-10-09-invdes-seminar/results/gc_bayes_opt_best.json create mode 100644 2025-10-09-invdes-seminar/setup.py create mode 100644 docs/fabrication_aware_invdes.rst diff --git a/2025-10-09-invdes-seminar/00_setup_guide.ipynb b/2025-10-09-invdes-seminar/00_setup_guide.ipynb new file mode 100644 index 00000000..0db39bc6 --- /dev/null +++ b/2025-10-09-invdes-seminar/00_setup_guide.ipynb @@ -0,0 +1,344 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6d5d7470", + "metadata": {}, + "source": [ + "# Grating Coupler: A Tidy3D Simulation Setup\n", + "\n", + "> In this notebook, we will set up a baseline simulation for a dual-layer grating coupler. This device is designed to efficiently couple light from an optical fiber to a photonic integrated circuit. We will define the geometry, materials, and all the necessary components for a Tidy3D simulation. This initial setup will serve as the starting point for our optimization in the subsequent notebooks.\n", + "\n", + "## Initial Grating Design\n", + "\n", + "We start by selecting a symmetric set of widths and gaps for both the silicon and silicon nitride layers. These values satisfy the minimum feature rules and provide a sensible baseline that couples light into the waveguide." + ] + }, + { + "cell_type": "markdown", + "id": "6e8fd7d9", + "metadata": {}, + "source": [ + "## Defining Our Initial Guess: A Uniform Grating\n", + "\n", + "Before we can optimize, we need a starting point. A common first approach is to create a periodic, uniform grating where every tooth and gap is identical. We choose a 50% duty cycle and set the period based on effective index estimates around the 1.55 µm band. This baseline is physically reasonable but, as we will see, will be very far from optimal." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e634cede", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tidy3d as td\n", + "from setup import get_mode_monitor_power, make_simulation, num_elements\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7f6fef32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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jLFUEW19XDY4rswVoj+R9Zx9NMBDpd8fq9ddfV5kfZKDRYw/t8/CdOCZxLNe2QOcbslY47nEO4yYJASKCEWQMMc5XLAPKJtOxp28H2qPpN3TekI2K53aGcyzF8xoSqGyxDqjZwNiQGOcS7cyQsfNu5xZM48aNVfYYN+n+wR/aYN5yyy0qUETbURzXyEr6B8Hhjg+HQFdffwSguO76B2nInAL+zgQ6hv2DZwqNAR2FhOwXBpRdu3ZtwDvmcOBOFXfqaHzvDxkNZLq8L3LIpqEKCa+jR4+qIA+NmL2rQPAHClk6vHBHjKoZZEhwEUKnC++Lm3dVH74Ld7V44YKLxsZoGI6LDe48sdz//Oc/6v1Qd4eYDxduDEAbqtF7uHeYuCMG7CP/bAOm6e/Hyvt7vKu/UQ2LIWqiufuGWO+k9XVBNV206xBPkWzP22+/rdb/nXfe8fncjBkzoi4jHFf+f/yQxQwXbmCQNcI66Y31AWXsrzayINgGnFP+Q6iEuw34fKB5/afpnQgQRIc6bryP+0DXIAQO8RgSRF+ncK4hsex7ZNNwvUOnBVSL4hob7EbIP9uvHwf+nZxw3UUTDwR0qGZFoBhowGnvoatqGh5Ff/oKrpG4OUfm0rtWA53I9Pe9oXkFrknBOiJRYGxDRyEhOMKFDsEUel36QwYCPTFDwR0len0i6+Y98j6Wh9576N2kV414V10A2nogM6On6/EHQk/Te19Acbepz4MLBi7u+kvvMYU2If70C4n+WbThwsUEd7/+UI2LahlANgbBIbIf/tkO77t17DvcadYEd8L4o4RMpHfVBC7WuAjiQhsP2B+onkMPTu/1RK9MVMNF+z36H8NwtjUQbDt66KEHoX7X7l9tn0iRbI+etfHen/hDhZugaOAPM47B999/3z0Nx3ygYzKSdcIfSGR0Am1rLFWwwbYB1XXe64zzBE8ACPfz2H9o96bD+evdxkufD9cO3Jh5V3X7HzcIQnCuI3PvXaaofUB2/rzzzpN4CfcaEsn1wR+CMbwQJKEHOLJr4WQj9ZtytNkNBNWruJlAphnHEJbrL5o2dKgOxs2a9/GHYxPXOzQZ8B9FYcOGDepnJKMrEDN0VAMESwi69C78uDNE2zb8cUAXeLSzCOcZmOjyj5McwRsa/uPigz/eCF7QXV6HYAx/2BGE4Y4RFx5kQNC2A9DtH3e+uGhiXiwHQ2sgOAx08fGG4AtVrghacMeOtiy4wLRp08bdZR4XNAyVgcbIyDBgSAN06sBdPKajihfBF4JMZPbuu+8+1SAcbfHQvg9Df6D6ANVtgO3AEArYfnwGgUug9j642KFtILKSqCpDI2992BIMp4CqkHjAnTyGgcCwJWifiIb3yFpgP2DohXCqbQLRg2YM94ELebA/BqHgjz3KAdVVaEyPrBf2Af6wY1gNZD0SBX/8sQ0oEwQ7KFuUG8ovUBYbmTAMq4JjC9kP/KHC8YkMc6QwtAsGX8UxgOYDenspvQF5OFkd/CFEZhrDeaBM8BlUSwaqZkbZoekBhjfBMYCbKDRpiAVueDAkBTLoyKohM4QAVb+pqmkbcCOJbDvai2HoH33YErRrwzL0zyOYw/mF8xZDceCYwzGOIYzQrALnrz6QLYZqwbAlCGrQsUEftgRVg/F8bF241xB936OjEmoLcN1Amzl9CKea4FqMJgoQ7nmLcwrXb3zn1VdfXe19HL+olsV1Hfsq0PEeTQYd11g0lUEZIPDGcYYmM59//rk6tv2rsvG3AmXNIUsi5NfrlSig//u//1NDAKALO7qTY7gRDND7xBNPVBssE0NYBIKu9SNGjFADf2LohDPPPFNbs2aNzzyzZ8/WTj75ZDUUAYYDwFANGDBTfywTBivF8jEdXf4xNMHAgQPVgLw1waCiGIIFXf6xDfiJIQCwbd7wXQ8++KAacgSD22KQWwzJMGvWLDWUizcM84EhG/T5MIzEJ5984jN8ArrsY3+FM7DwokWL3MvDEA2hBhYONtRBODBMCfYhHt2G4TUwPID3wMKRDluCYR0w1AQGwcXQDoEGFvYXaAgPDGuDISQwWDTWDQPK/v73v9fefvvtqIct8V9/feBg78Fp/Yctgeeff14NtWAymUIOLIwhHe6//361DJQbyg/DzWB5/sOBhDuwMAaAxXGDcwD7FAP36kOBfPXVV9UGFg4Ew2Occsopahk41qdMmaIGvfY/7o4ePar98Y9/VOdcuAMLh3PsYb9jufrAwhjQGeuE+d58880a9wGGLMFgydinGDJkzpw52rx589TncV55w/bg2oLvwUDEGNAX34cBl70tX75cXbewTzBgLgZvDjawsP9xE2zbA5VBuNeQ//3vf2rYJqxPoIGFQ517GGAdxyYGR4/Eo48+qq7BgYa1AQwyju/GoL/xhGFW9PME11/sGwxAH2g+DIaNIVYoMgzoiIhSgD6OYqgnASQ7PDUG2/DFF19E9Xk8BQMBG58v6wqY8SQe/zEBa1JUVKRuFl944YWA7+OpJAjC/Z+mkshjBAEuximlyLANHRFRkvEflwtt6NBEAU8NiGbolmTYBlQ7oooT1aTeTyoI9/NoX4tqY1TLJ1NP27qCJ4Fgn/oPK1ITVDGjShvVn/7tf3Gcoaob49nF43nA0UAzBzSxCbfzBXkYENXV9UoQEZEH2i+hDRHa8qENH/7IYlw5tDfCkBWpAB2pEJShzRrayqKdIdrdogMD2nHWBNuO9rRou4u2lOi4g+E5VqxY4dNzN9NgeCZ0XMBwTXg8GvZrrNCeGO3q0F4ZbdswvE2kj6yjJBBhRo+IiBJQvYo2RmizhSrGfv36hdXuLJksWLBArTfaqqHN1Iknnqja3IZr6tSp6pFvqH5Dm9shQ4b4tE/NVGizh/alZ5xxRtyq3/U2vXg0WiRlRMmFGToiIiKiFMc2dEREREQpjgEdERERUYrjwMJhQm8gNMjFEwn4wGAiIiKKJ7SAw3N2Mcg0nkQUKQZ0YUIwhy73wR6vgoI4cuRI1A/8xuOY9AJE8IgnMSQats17+9AzLdFNLBEsY1R+HR4kjVeisTxcWB4eLA8PlocLy8OD5RF+eWA98SSXQMkh9AL/5Zdf1NM1IsWALkzIzOFgzctBQVV/H8dthxatxGSMLntntWtSXO4aE6h+nlEs5sRnAZ2aJodKXeuA78d61AXsB+wPaFxgFGMdZERZHh4sDxeWhwfLw4Pl4cLyCL88HE5NDpY4xX/V9GEBEW9EgwFdmPRIGsFcltn3QHU6NXFqItkWc1QnktXmlKJyh+RaXMstt4rkZRvFkmVM7MlY4lDblm02SKVNE4fTIAV5iR3As7TcIU7NIPVyjFJl16TCapDGhaaEnpQsDw+WhwvLw4Pl4cHycGF5RFYeCPiMRpsg/2P0SgLZ7K6ILtpmXewUUcdQ+AdLHZJlMkiT+mb1wv8xDe8l8mS0OTRpUmCSxoVmKcw1SkmFU50giYLvwnfiu7EOWBesE9YN65gILA8PlocLy8OD5eHB8nBheSRPeTCgq0Peha/fReCF/yfqIPA/GfW7CNxZJfKk9D4Z9bs6rEsiT0qWhwfLw4Xl4cHy8GB5uLA8kqs8GNDVkUCFr0vUQRDsZNQl6qQMdDLqEnVSsjw8WB4uLA8PlocHy8OF5ZFc5aG+q9aWTFEVfqIOgppOxkSdlKFOxkSdlCwPD5aHC8vDg+XhwfJwYXnEVh62Y5024o0BXYKFU/i1fVKGezLW9kkZzslY2ycly8OD5eHC8vBgeXiwPFxYHrGXx5GjDtWZMt4Y0CVQJIVfWydlpCdjbZ2UkZyMtXVSsjw8WB4uLA8PlocHy8OF5RGf8jCbRNChFcOXxBMDugiYTCY13lyiCj/eJ2W0J2O8T8poTsZ4n5QsDw+WhwvLw4Pl4cHycGF5xK88GtQzCT5htYvYHfGrDmdAFyGbwzXyc6IKP14nZawnY7xOylhOxnidlCwPD5aHC8vDg+XhwfJwYXnEvzxMRnEFdbb4BXUM6CKgB3JVtvCDungUfqwnZbxOxlhPynicjLGelCwPD5aHC8vDg+XhwfJwYXnUUnkYDZKdhUGE4xfUMaCLAJ5Lh4dEoOzDCeriWfjRnpTxPhmjPSnjeTJGe1KyPDxYHi4sDw+WhwfLw4XlUbvloZ496xXURVj5Vw0Dugjh0V+WrJqDutoo/EhPyto6GSM9KWvjZIz0pGR5eLA8XFgeHiwPD5aHC8sjQeVhNLqDumNP/op+WfFaqUxiNhl9gjpk7hJV+OGelLV9MoZ7UtbmyRjuScny8GB5uLA8PFgeHiwPF5ZHgsvjWFAXK3M8ViaToKwxfgwKNcusqV4qlTYRs1FTgwXabE45UuYQs8kghXlGsatjtPYeOYLvwJg2+4vt0jDfJFlZRhVgYprdoalpCP3xMODakm0xSp5Dk6Iy13fm57pOvLIKhxytdKoHJWOe2lwHbGP9XKPa9/uLNGmIXkQGA8uD5cHyAJaHG8vDg+VRN+WBWAH7WYXR7ljaoOKIWDCgi4CeidOHjkGBZ5k0VciYVmF1qmAvO8soFrNBqmyYsfYfCpx77GAvq3KKxYGeuAg4RerlmMShiTistf9QYJPJIPk5RrE6NNEqXHdaWA9Mw3uVCVgHwDZb7U4pKXeqOyr8n+XB8mB5uLA8XFgeHiyPxJcHAlfEDP65vliTfwzoIlBUVCTtm7eUnGzf3VZR6ZAyq1N+f3J9qY87GiIiIqIAisscsvSbYhUsZpk9UVxllV1iwYAuAugAgdQronVvNhPGlDGoYK5RAXcpERERBYdYAsGcdzxht8eWomOniBhZj9Wx10ZDSSIiIqJwMKCLgd77JVDWjoiIiChcsT5flgFdlLy7Mrt6xNT1GhEREVGqBnPojBELBnRR8B+XBr1diYiIiCKlj/sX69O/2II/iu7GReX+gwzWftdyIiIiSi9Or0Gc6+fFlmNjhi4CyMQVHxufprZGjCYiIqLMGNv2kNcTOdAePxYM6CKQnZ0tJqMwmCMiIqKoof8DnsgRz8ersco1wnHoCvJQwepUI2i7p+MRHpomlY5KqXBwYGEiIiIKrNLhkCqbU2x2pzRpYBKTWROHhufIxtaIjgFdBKxWq1RoFeJ0+Gbn7A6D2DSDbK/aK/nm6g8YJiIiIoKyKpNUaY0kO88hVoMm1mNhQxWHLSEiIiJKHWazJqY4V+gxoCMiIiJKIIMh/qNjsMqViGrFlgMV8tw3B6R1YZa0a5Atbetb1Kt5vSz17GMiIoofBnQRyjPkSa5fntSmOkRo0im7kzTMZacIIlh9aJts3vur/LDPKgZDmRjEINkmoxRmZ8mjw/rIqW2a1vUqEhEl3BG7QzYbyiTHZFDDoOlMhtja4DOgi5DRYBSTwTdocxg0MRqckmPKkVwTdykR7CiqEJPBKG0K89TvdqdTym0OOVBeJTa7SXJNuXW9ikRECVdhsovRUHEsnvAEdMYYq2HZho6IasXmA0ViwcCNx5iNRjEbkaUzyfENC+p03YiI0g0DOiKKu6NWm/xaWi7ZZt9LTJXDKXlZJulQv16drRsRUTpiQEdEcbe9qFQq7Q6VjfNWZXfI8Q0LJcsrc0dERLHjVZWI4m7bkVKxOpw+Va7g0DTp0aRBna0XEVG6YkBHRHG39Uipet6x9zOP8SBq6Mz2c0REcccumUQUs5Iqq6zctU9a18tTHR5+PFQsmvj22LI7NdWjix0iiIjijwEdEcXsmz2H5JYV68XmxPA9RhXKVWs/53C1qWNAR0QUfwzoiChmnRsVqp9ZRoMYDAaxOZxSPyerWg/XLKNRHv3mR+nSsFC6Nakvp7ZuquYnIsokWvyf/MWAjohi17YgT5rkZcu+sgpplO0byOkKLFlyuLJKXv/+J3FqIo1yLLLk4jOly7FgkIgoU1jtmuRYENXF74aWnSIiYDYz/iUKBFm2AS0aS5XdGXQe9HhtkZ8rLevlqkvYaW2bsYMEEWUkTdPkyFGHOOOYqmNAF2FAV14V/A8WUSbr3ayhoPZU780azMHyKmmalyPTBvdidSsRZSSL2Sh2hyaHSuIX1DGgi4DdbpeyKk1Ky2N7gC5ROsL4cnh2KzpGBIPBhtHb9ZYB3aRtYX5C14+IKFkYjSIN801ii2NQl9QB3QMPPKDu4CdPnhxyvsWLF0vXrl0lJydHevbsKUuXLvV5HxmD6dOnS8uWLSU3N1eGDx8uW7dujSqgy882SEmFk0EdkZ8eTRuox3pV2AOfGzgPkZ0b2KqJXNH9uISvHxFRMsnKMkqTgvgFdUkb0H3zzTfy7LPPSq9evULOt2bNGhkzZoyMHz9eNm3aJKNHj1avzZs3u+eZO3euzJs3T5555hn5+uuvJT8/X0aMGCGVlZURr1detlEKc43RBXX2MpH9n/m+MI0oDRRmW9SQJBW2wOfFkUqr6hgxa0hvPvqLiEhELF5BXUl5bE26kvKqevToURk7dqw8//zz0rBhw5Dz/v3vf5dzzz1X/vrXv0q3bt3kvvvuk379+smTTz7pzgo8/vjjcs8998ioUaNUgPjqq6/K7t275b333otq/QryTNEHdURprH+LxurxXv4wjAkyd+N7Hy+9moU+p4mIMjGoc8TYRD8pA7qJEyfKyJEjVdVoTdauXVttPmTfMB127Nghe/fu9Zmnfv36MnDgQPc8gVRVVUlJSYnPK1hQV1bBoI4IejVtqAYV9q46wE3V/vJKNfbcTf1OqNP1IyJK1qCufp4xvQK6N998UzZu3Chz5swJa34Ea82bN/eZht8xXX9fnxZsnkDw/Qj89Ffbtm2rzaMHdUcrnaq3ClGmQzu6HJNJdX7QlVrtYjGZZMaQXlLPEniMOiKiTGc2GdInoPvll19k0qRJsmDBAtXBoS5NnTpViouL3S+sWyAI6urlGFX9N1GmQxu6+tlZ7o4RDqcmxVU2Gd25jZzZrkVdrx4RUdpKqoBuw4YNsn//ftUGDmO+4bV69WrVoQH/dziqV222aNFC9u3b5zMNv2O6/r4+Ldg8gWRnZ0thYaHPK5i8nKTajUR1xmw0St/mjdwZugPlldK6Xq7cNagnx5wjIqpFSRWJDBs2TL777jv59ttv3a/+/furDhL4v8nvYd8waNAgWbFihc+0Tz75RE2Hjh07qsDNex60h0NvV32eWDiPjfbMP1VELgjoDGKQcptdtaebMrC7NM/PrevVIiJKa0n1LKuCggLp0aOHzzQMMdK4cWP39HHjxknr1q3dbexQRTt06FB55JFHVEcKtMFbv369PPfcc+p9fRy72bNnS+fOnVWAN23aNGnVqpUa3iTWYA5jx6D9XL2c6sEmUSbq2bSBemLEgfIqGd6hhVzarUNdrxIRUdpLqoAuHLt27RIjhlg+ZvDgwbJw4UI1LMldd92lgjYMR+IdGE6ZMkXKysrkuuuuk6KiIhkyZIgsW7YspnZ6ejCHtnMY7ZlN6Ig8T4zINZtUB4hZQ/qIkVWtREQ1ivXRokkf0K1atSrk73DJJZeoVzDI0t17773qFQ/ewRzGjkE6wmHlM16JoFl+rhq+5OwOLaVLo+BtT4mIyAVj2uLRomkd0CUb/2AOY8dY7UzPEXl7+8KhbFdKRBRmMIcxbfFo0VgwoIuQejSHwegO5oioOlazEhGFH8xhTFuTMU2f5ZqMLBaLejQHgzkiIiKKBZ4ypQdzGNM2VoxKIoDOGHg0B4M5IiIiihZGx8BTpuIVzAEjkwjg+a6xPpqDiIiIMptNDXcWv2AOGNBFAA8ZJyIiIopFlskg+bnxHb+WAR0RERFRAtVGbR8DOiIiIqIUx4COiIiIKMUxoCMiIiJKcQzoiIiIiFIcAzoiIiKiFMeAjoiIiCjFMaAjIiIiSnEM6IiIiIhSHAM6IiIiohTHgI6IiIgoxTGgIyIiIkpxDOiIiIiIEsju0OK+TAZ0ETAY4v8wXSIiIsosNocmZRWOuC6TAV0EsrOzayWqJiIiosyRZTLI0UqnlJbHL6hjQBcBp9MpxeVOsdqc7mmazS5aabloFVW19r3abwfEsfY70XYfEM3p+W4iIiJKPWaTQerlGKWkIn5BnTkuS8kQVqtVTEaRgyUOaZxtE0tVpUiVTQRJO6Ol1r5XO1ws8tNv4ty1V6RenhiOay2G9i3EkJdTa99JREREtSc/1yRmk1MFdYD4IhYM6CJgMRqkXlmJVBotcqjCKI00q2SJUzQxiua0y573v5QysQX9vNFoldx6v/pMqzh6VJzO0MFgPYdN8h12cVhtYiyvFMP+w6J9tVkqjUapNJrEajCigZ+kirZjh0c0/y8Llsd1edF8Rzy+J12+I5zvYZkk9jvC+R6WSWK/I5zvYZlQQZ5J/URQl22OrUkXA7oIHN8oXyyiSa5WKUcMOXLIkCONtErRQymL0ynZEip1Wr2wTE5Nspyh060m7djnDAZRcbymiQHr4XRIjtMpdoNBKowmFdxpKRTYERERZbqCY0Hd4aP2mJbDgC4CCKtU7aqINDwW1B025EihVqWCukK7TRqINfjnDSJlToOI0RPY5dmdkuMM/pmADAjnRBzHAjuzpkmhwyn1HPZjWTuz2BDYMbgjIiJKiaCuyhZbWzoGdBFwODV3NxLvoK7IkC35ml3l5oIVB0KrQOGVPi2qYjwW2KnwUFMVv5LndEiu06kCOmTtqpi1IyIiSnp52cbEBXTo5bl69Wr5/PPPZefOnVJeXi5NmzaVvn37yvDhw6Vt27aSSfSg7qAhV6wG07HoLEjwpFebBhNr0OVXHWvRNLE4nOJ02KXcaJIyk5kZOyIiojQVVjhYUVEhs2fPVgHbeeedJx999JEUFRWJyWSSbdu2yYwZM6Rjx47qva+++koybQfW12pvyJKYsnbHwsusmoJJIiIiSmlhZei6dOkigwYNkueff17OPvtsycrKqjYPMnYLFy6Uyy+/XO6++2659tprJVNUJEPNtcrMeSJ0p6DK1SgVRrPqNMHsHBERUfoKKxL597//Ld26dQs5T/v27WXq1Kly++23y65duyQdBYqJjkqWlBmyVBs6kyZiCtCTVaeF05M1xGedgVZAtZ1zZeIQ0ult59jjlYiIKHOEFdDVFMx5Q/auU6dOko7MRqMca6nmDuZKDRbJ12xiFk3KTSaxhNilmsEhYvAN3CrMRrE7Qtd8o8rU4j+0iVcgh2xc5bFsHHu3EhERpZ5YHy0aVV1hZWWl/Pe//5X9+/erjhLeLrjgAklXu4or5IQG2ZLlFcwVaFY19lylmKTcZFaBXTBGoya5frGWzWiQKrXE0AMLW/yqVdWwJQajOxsXMHtHRERESQ+PFMWjRWNh0LTIWswvW7ZMxo0bJwcPHqy+MINBHI74PWg2mZSUlMiUKVNkQI82Yrc5pbTMIQVOqwrorCpDZpFLf99GGhWEiJHtZSKHN/hOa3SSiDk/5Hc7v9sm2n+3ISLEE31FWjUV43GtRJo1FoORgRwREVGqOFxql8WfH5Eci1EsZoMK5g6WOkQ0p9x+50wpLi6WwsLCiJcb8aAnN998s1xyySWyZ88elZ3zfqVrMOetvMoppVaDFBZapKBloUjDQhFLloipFgOr3GyRhgVi6H28GH83WEyDe4mhRRMGc0RERCnMeiyYyzIZpDAvgePQwb59++TWW2+V5s2bS6Yxm81SVqVJo3om96M6JC9bDBaLGKyxpUpDMR7fVgQvIiIiSgs2VLNWOFUw17jQJJVVsSXFIg4H//CHP8iqVaskEyGgy882eII5IiIiogih+8GRMoc7mDPGoR18xBm6J598UlW54mkRPXv2rDYm3V/+8hdJV3a7PeZHcxAREVFms9qdYo5jMBdVQPfGG2+ocelycnJUpg4dIXT4f7oHdERERESxQLzUMN8Yt2AOIk434SkQs2bNUr0wfv75Z9mxY4f79dNPP8W0MnPmzJEBAwZIQUGBNGvWTEaPHi1btmyp8XOLFy+Wrl27qiATWcOlS5f6vI+OvNOnT5eWLVtKbm6ueu7s1q1bY1pXIiIiomigd6t3QqxOAjqr1SqXXXaZGDGERpytXr1aJk6cqJ4H+8knn4jNZpNzzjlHysrKgn5mzZo1MmbMGBk/frxs2rRJBYF4bd682T3P3LlzZd68efLMM8/I119/Lfn5+TJixAg1nh4RERFRItXG0LERj0N3yy23SNOmTeWuu+6S2nbgwAGVqUOgd/rppwecB8ElAr4PP/zQPe2UU06RPn36qAAOm9eqVSu57bbb1GPJANlF9NJ9+eWX1bNnIx2HLi/Ht6baatek0uqUS05rWCvj0CWTBV/+GPa8Y08N/wkjmf4difoefgfLJJW/I1Hfk+nfQYkdh05XXmmXa26eFvU4dBG3ocNYc8h4ffzxx9KrV69qnSIeffRRiRdsFDRq1CjoPGvXrlXDqHhD9u29995T/0dV8N69e1U1q65+/foycOBA9dlgAV1VVZV6eQd0RERERMko4gzdmWeeGfL9lStXSjxgoGI8RqyoqEi++OKLoPNZLBZ55ZVXVLWr7umnn1bt/DBmHqpkTz31VNm9e7dqQ6e79NJLVf31okWLAi535syZahneJkyYkPEZOiIiIkqDDF28AraaoC0d2sGFCuZq09SpU30yf8jQzZ49u07WhYiIiCiUuPVs2Llzp9x0001xWRaWgzZxCB7btGkTct4WLVqoTJw3/I7p+vv6tGDzBJKdna0iZO8XERERUTKKOEOHKtdAXW3xbFe8MPBwtFD7i2fFvvvuu2qMu44dO9b4mUGDBsmKFStk8uTJ7mnoIYvpgGUgcMM86CihZ9vQ2/WGG26Iel2JiIiIUjag04Mi704SGH9u27ZtqtdorNWsCxculCVLlqix6NCZQe/EgPHjYNy4cdK6dWs1Zh1MmjRJhg4dKo888oiMHDlS3nzzTVm/fr0899xz6n0Enwj2UF3auXNnFeBNmzZN9XzF8CZEREREGRfQPfbYYwGnv/DCCyo7N3bs2KhXZv78+ernGWec4TP9pZdekquuukr9f9euXT5j4A0ePFgFgffcc48aSgVBG3q49ujRwz0PhhvB0CbXXXed6mQxZMgQWbZsmRqImIiIiCjjerkGg+FBTjzxRKmoqJB0xHHoiIiIKFl7ucatU8Snn35a45AmRERERJQEVa4XXXRRtWnoMYpOBgjovN9/5513Yl9DIiIiojTidCZBQIcOCoGmdenSJV7rRERERJS2rHanZNlELGZT3QV06KCQqfBUCmd8mhwSERFRhjIYDHKkzCFZZoNYsuLT+i2spcSp30TKQ+/aknIngzoiIiKKGjpDmE0GOVjqEKvNmbiArnv37mp8N6vVGnK+rVu3qsF6H3jgAUlHVVVV4nCKHCpxMKgjIiKiqOD5DA3rmSQrjkFdWFWuTzzxhNxxxx1y4403ytlnny39+/dXA/NiHLcjR47IDz/8oJ65+v3336vHdqXrExiQqayfZ5SjVZoK6hoXmsQY4KkZRERERDVVuyKOQDyBoK5ettR+QDds2DD19AUEbYsWLZIFCxaoZ7dizLkmTZpI37591RMcMKhww4YNJZ0hRdqkwKh2vh7UEREREUXK6BXUFZc7JGGdIvCEBbwyHRowNikQd1BXmBe34fyIiIgoA4O6vYdjC+gYicQU1JnE5tDkyFGHsEkdERERRRvUxZocYkAXh6DO7tDU47+IiIiIohFrm3wGdHEI6hrmm9jrlYiIiOoMAzoiIiKiFMeALkYYOwajPXP4EiIiIkqZgO6ss86SWbNmVZuO8ejwXqYFc+jpiqFMMOozERERUTRibboV8bNcV61aJd99951s2rRJjUeXn5+vpuMpEqtXr5ZMC+YwyjN6plTZ2IaOiIiIogvm8GjRhFe5Ll++XPbu3SunnHKK/Pzzz5JpvIM5jB2D0Z7DYs4XaXa67wvTiIiIKGODuUMlDvVo0YQHdC1btlTZuJ49e8qAAQNU1i5TYIgS72CObeeIiIgolmAOY9ri0aKxiPjTejYqOztbFi5cKJMmTZJzzz1Xnn76aUl32PbicieDOSIiIor5+fB6MIcxbdEeP6Ft6LAC3u655x7p1q2bXHnllZLuEMSajMJgjoiIiKKGUApPmXJqooI5jGlrj7HONeKAbseOHdK0aVOfaRdffLF07dpV1q9fL+nM6XSqDhAM5oiIiChaeLoUmnA1q29WwVw8RBzQtW/fPuD07t27q1c6Q09eBnNEREQUC9R24ilT8QrmgAMLExERESWQxWyUrDgGc8CAjoiIiCiBjLUQfTGgIyIiIkpxDOiIiIiIUhwDOiIiIqIUx4COiIiIKMUxoCMiIiJKcQzoiIiIiFIcAzoiIiKiFMeAjoiIiCjFMaAjIiIiSnEM6IiIiIhSHAM6IiIiogTStPgvkwEdERERUQJZ7ZpocY7qGNBFwGw21/UqEBERUYrTNE2OHHWIM45BHQO6CAO68ipnXa8GERERpTCL2Sh2hyaHSuIX1DGgi4DdbpeyKk1Kyx11vSpERESUooxGkYb5JrHFMahjQBdhQJefbZCSCieDOiIiIopaVpZRmhTEL6hLyoDuqaeekg4dOkhOTo4MHDhQ1q1bF3L+xYsXS9euXdX8PXv2lKVLl1arq54+fbq0bNlScnNzZfjw4bJ169ao1i0v2yiFuUYGdURERBQTi1dQV1LuTK+AbtGiRXLrrbfKjBkzZOPGjdK7d28ZMWKE7N+/P+D8a9askTFjxsj48eNl06ZNMnr0aPXavHmze565c+fKvHnz5JlnnpGvv/5a8vPz1TIrKyujWseCPBODOiIiIopbUOeIsYm+QYt3v9kYISM3YMAAefLJJ9XvTqdT2rZtKzfffLPceeed1ea/7LLLpKysTD788EP3tFNOOUX69OmjAjhsXqtWreS2226T22+/Xb1fXFwszZs3l5dfflkuv/zygOtRVVWlXrqSkhKZPXu2DOjRRvJyXL1dEcwhqMuzGMRkMsglpzWURgXsCUtERESBHS61y+LPj0iOxSgWs8E9vaTMJtdPnq5ilMLCQolUUkUfVqtVNmzYIFOnTnVPMxqNqop07dq1AT+D6cjoeUP27b333lP/37Fjh+zdu1ctQ1e/fn0VOOKzwQK6OXPmyKxZs3ymTZgwQfaXlIu53JPYtDsMcrDUKGaTJu9v2C5ZWewFS0RERIHZbEY5fDRPjEZNdY7Q2e1pVOV68OBBcTgcKnvmDb8jKAsE00PNr/+MZJmAoBJRsv765ZdfAs5nNmtiNjlrZdRnIiIiopTL0CWT7Oxs9QoHomyHw5M2JSIiIkqkpMrQNWnSREwmk+zbt89nOn5v0aJFwM9geqj59Z+RLDMSyMzZHUm1G4mIiCjDJFUkYrFY5KSTTpIVK1a4p6FTBH4fNGhQwM9guvf88Mknn7jn79ixowrcvOdBBwf0dg22zEiCOZvdKJpmUFk6IiIiorqQdFWu6OBw5ZVXSv/+/eXkk0+Wxx9/XPVi/fOf/6zeHzdunLRu3Vp1WoBJkybJ0KFD5ZFHHpGRI0fKm2++KevXr5fnnntOvW8wGGTy5Mmqh2rnzp1VgDdt2jTV8xXDm8QjmDObHSIaq1yJiIgoOo4Ya/uSLqDDMCQHDhxQAwGj0wKGH1m2bJm7U8OuXbtUz1fd4MGDZeHChXLPPffIXXfdpYI29HDt0aOHe54pU6aooPC6666ToqIiGTJkiFomBiKONZjLQjCHTCITdERERBQFu90gTqchvcahS1aopkVg2K5tI9HE7A7mEFs6nXgZpGWzcg5bQkRERCGHLdmz3zNsCYI5tMU3iEOmTf9beoxDlwocDpMYjJ5gjoiIiCgaejCH4c9E0mgcumSHThuaMJgjIiKi2GC4Mz2Yw5i2sWJYEgG03TOZGMwRERFR9NBsK57BHDA0iQCe7Wo0sMkhERERRQ+9F+IZzAEDugiw/wgRERHFymAQMZniG1MwoCMiIiJKIEMt1PYxoCMiIiJKcQzoiIiIiFIcAzoiIiKiFMeAjoiIiCjFMaAjIiIiSnEM6IiIiIhSHAM6IiIiohTHgI6IiIgoxTGgIyIiIkpxDOiIiIiIUhwDOiIiIqIUx4COiIiIKIE0zRD3ZTKgi4DBEP8CICIiosyiaSIOR3xjCgZ0EcjOzhZnLUTVRERElDkMBhG7wyh2e/xiCgZ0EXA6neJwmMTprOs1ISIiolRlMGhiNjnjGtQxoIuA1WoVg2hiszOoIyIiouiZTPEN6swxLyHDmEwO0cSggross0OMDImJiIgoCmazhvo/FdQhYRQLhiNR1HtnmZ0qXcpMHREREcUa1CFT53TGFpIxoItHUBdbUE1EREQZHtQZjbFliBjQxSGos9tNdb06RERElMJMJgZ0SRHUOZ0czoSIiIjqBgO6OAR1qPsmIiIiqisM6OKA2TkiIiKqSwzoYoSxY1R3Y8Z0REREVEc4Dl0cgjlUuTKgIyIiomjF+mhRZujiEMxhtGciIiKiaGBMWzxaNBYM6GIM5lyjPBMRERFFF8xhTNtYnxTBKtcIORxG0YTBHBEREcUpmDNoYjQ5YloWM3QRMJvN6tEcDOaIiIgoFnjKlB7Muca0jWlxDOgiDejwaA4Gc0RERBQLexyDOWBAFwG73R7zozmIiIgoszmdhrgGc8A2dBEGdEREREQxwVOmjPEd8owZOiIiIqIEMhq0uI9fmzQBnc1mkzvuuEN69uwp+fn50qpVKxk3bpzs3r27xs8+9dRT0qFDB8nJyZGBAwfKunXrfN6vrKyUiRMnSuPGjaVevXpy8cUXy759+2pxa4iIiIgSJ2kCuvLyctm4caNMmzZN/XznnXdky5YtcsEFF4T83KJFi+TWW2+VGTNmqM/17t1bRowYIfv373fPc8stt8gHH3wgixcvltWrV6sg8aKLLkrAVhERERHVPoOmaUnbZfObb76Rk08+WXbu3Cnt2rULOA8ycgMGDJAnn3xS/e50OqVt27Zy8803y5133inFxcXStGlTWbhwofzhD39Q8/zvf/+Tbt26ydq1a+WUU04Ja11KSkpkypQp0r5dIzGbjdXGkUEDx5bNyiUri50miIiIKDCbzSh79ueJ0aiJ0SucsNudctfdc1TcUlhYKGnVKQIbZTAYpEGDBgHft1qtsmHDBpk6dap7mtFolOHDh6tgDfA+qnMxTde1a1cVIIYK6KqqqtTLO6DDshH+IoDzH0sG0212QzIlPYmIiCjJIFZQsQTSaV7xRKzptaQN6NDuDW3qxowZEzRSPXjwoDgcDmnevLnPdPyOLBzs3btXLBZLtaAQ8+C9YObMmSOzZs3ymYbA0WbPEnuAwZw1zSAHDudF/egO9VBe/aMGV4PJRMM2eB9QuHuoC8h26tBoFF27E74OLA83locLy8NrHVgebiwPF5ZH+OWhiUFsdmO1ddM0U2oGdAsWLJAJEya4f//oo4/ktNNOU/9HRu3SSy8V1AbPnz+/TtYPwRva5nln6FzrggII1DVFE6Mhhi7ImiY2m6sws7IcYoxz75fwVkET67F1MKlUcN2dkI5jJ6UlyxH3nkBhYXm4sTz0VWB5uLE83Fge+iqwPMItD1dLt8BxREoGdOjsgPZvutatW/sEc2g39+mnn4asR27SpImYTKZqPVbxe4sWLdT/8RNVs0VFRT5ZOu95AsnOzlavQIIdIKgLj+bgQRWuw2FSJwHg/0azw6duvbbh+LI7jOo7cTeBEwInRqKfimG3G9TdjdmkqZ8OpzGuAy+Gg+XhwfJwYXl4sDw8WB4uLI/IygP7y5U99PpgHKpc66zBV0FBgRx//PHuV25urjuY27p1qyxfvlwNMxIKqlJPOukkWbFihXsaOkXg90GDBqnf8X5WVpbPPOg9u2vXLvc8yfJgXnSowAv/xzT/tnq1xdX+D+0DDZJldqh1wPNqcYLiBEkUfBe+E9+t9oXZodbJtW6JWQeWhwfLw4Xl4cHy8GB5uLA8kqc8kqYFP4I59EJdv369qo5F2zi0ccMLGTbdsGHD3D1aAdWizz//vLzyyivy448/yg033CBlZWXy5z//Wb1fv359GT9+vJpv5cqVqpME3kMwF24P14QU/rG7CLxc/0/MQeB/Mup3EbizSuRJ6X0y6nd1WJdEnpQsDw+WhwvLw4Pl4cHycGF5JFd5JE2niN9++03ef/999f8+ffr4vIdA7IwzzlD/3759u+oMobvsssvkwIEDMn36dBX84bPLli3z6Sjx2GOPqR6qGFAYPVcxTt3TTz8tdSlQ4ev0gwAHIebxPlEScTLqXCeG66TEz9pKnwc6GXX6SYn9gHWtrfQ5y8OD5eHC8vBgeXiwPFxYHtGXR21VASf1OHTJNoTK3LlzxWIJ1AvFVTpZZntYPWpU3b7DpHrEmkzBCxclg/nQIwbzxbPnUiTLdjiM4nSifYRTTKb43mKEu+xw91k0WB6RL5vl4cHycGF5eLA8PFgeAfaZ0SF2h55P8913M2fep9r8o3YxUgzowvTrr7+qAYuJiIiIassvv/wibdq0ifhzDOjChM4WeGQYOnNgsONYYAgUBIcotGhGg05l3PbM3PZM335uO7ed2545SqLcdoRjpaWl6ln2aCaWsm3okh12bjQRcygo6Ew70HXc9szc9kzffm47tz3TcNsLI/pMNFWtSdfLlYiIiIiiw4COiIiIKMUxoKsDeALFjBkzgj6JIp1x2zNz2zN9+7nt3PZMw22fkfBtZ6cIIiIiohTHDB0RERFRimNAR0RERJTiGNARERERpTgGdEREREQpjgFdHNhsNrnjjjukZ8+ekp+fr0Z5HjdunHqyRCgzZ85UT53wfnXt2tVnnsrKSpk4caI0btxY6tWrJxdffLHs27dPkslTTz0lHTp0kJycHBk4cKCsW7cu5PyLFy9W24n5sc+WLl3q8z766UyfPl1atmwpubm5Mnz4cNm6daskkzlz5siAAQPUk0OaNWsmo0ePli1btoT8zMsvv1ytvLEPUm3bwzlu07HMAce5/7bjhXM0Hcv8s88+k/PPP19d07Du7733XlzWvaZrRjJc90Jte7pf82sq96uuuqradpx77rlpX+4Q6PzH66GHHpK6LncGdHFQXl4uGzdulGnTpqmf77zzjvrjfsEFF9T42e7du8uePXvcry+++MLn/VtuuUU++OAD9Qdx9erV6oJx0UUXSbJYtGiR3HrrraqLNra9d+/eMmLECNm/f3/A+desWSNjxoyR8ePHy6ZNm1QghNfmzZvd88ydO1fmzZsnzzzzjHz99dfqgoll4oBPFigLnHxfffWVfPLJJ+oCf84550hZWVnIz2HUcO/y3rlzp8/7qbDt4Ry36Vjm8M033/hsN8oeLrnkkrQscxzPOKfxhziQaNY9nGtGMlz3Qm17ul/zayp3QADnvR1vvPFGyGWmQ7mD9zbj9eKLL6oADQFYnZc7hi2h+Fu3bh2Gg9F27twZdJ4ZM2ZovXv3Dvp+UVGRlpWVpS1evNg97ccff1TLXbt2rZYMTj75ZG3ixInu3x0Oh9aqVSttzpw5Aee/9NJLtZEjR/pMGzhwoDZhwgT1f6fTqbVo0UJ76KGHfPZDdna29sYbb2jJav/+/apcVq9eHXSel156Satfv37Q91Nl22s6bjOlzGHSpElap06d1Dakc5kDju9333035nWv6ZqRjNc9/23PpGt+oG2/8sortVGjRkW0nHQt91GjRmlnnXVWyHkSVe7M0NWS4uJiFbU3aNAg5HyonkBq97jjjpOxY8fKrl273O9t2LBBZX5QjaFDmrZdu3aydu1aqWtWq1Wto/f64Zm3+D3Y+mG69/yAuzR9/h07dsjevXt95sGz7ZCeT4ZtDlXe0KhRo5DzHT16VNq3b68e3Dxq1Cj5/vvv3e+l0raHOm4zpcxx/L/++uty9dVXq3M93cvcXzTrHs41I9mve5l8zfe2atUq1dzkhBNOkBtuuEEOHToUdN50Lfd9+/bJv/71L1X7UJNElDsDulqA6ga0r0A1U6gH8+LChzY2y5Ytk/nz56sL5GmnnSalpaXqfVwsLRZLtQtE8+bN1Xt17eDBg+JwONT6hLt+mB5qfv1nJMusa06nUyZPniynnnqq9OjRI+h8uPAhPb9kyRIVCOBzgwcPll9//TWltr2m4zYTyhzQtqaoqEi1J0r3Mg8kmnUP55qR7Ne9TL7me1e3vvrqq7JixQp58MEHVRXh7373O1W2mVTur7zyimpHXVPVaKLK3RzldmS0BQsWyIQJE9y/f/TRR6pwAFH2pZdeqhoLo+BCwQmg69Wrlyp03Mm/9dZbYUX8lBzQlg7twUK1I4NBgwaplw5/2Lt16ybPPvus3HfffZIqeNy6/OMf/1D7Anfd6V7mFFwmXvMvv/xy9//RMQTb0qlTJ5W1GzZsmGSKF198UWXb/Ds61VW5M0MXBTR8/fbbb92v/v37+5zYaPSMxtKh7tQCQXTepUsX2bZtm/q9RYsWKlWNLIB/mhfv1bUmTZqIyWSq1hMn1Ppheqj59Z+RLLMu3XTTTfLhhx/KypUrpU2bNhF9NisrS/r27etT3qm07cGO23Qvc8A5vnz5crnmmmsyssyjXfdwrhnJft3zlmnX/GBQjYiyDXYNSLdyh88//1x1hIn0GlCb5c6ALgpIsR5//PHuF7rr6yc26slxoUfX40ihrc327dvVEABw0kknqT8ASGvrcACh7t37rr+uIEWMdfReP1Qp4fdg64fp3vMDLoT6/B07dlQHsPc8JSUlqgddMmyzDnfjCObeffdd+fTTT9V6RwpVEN999527vFNl22s6btO1zL299NJLqv3QyJEjM7LMo133cK4ZyX7d02XiNT8YNCFAG7pg14B0KnfvDD3WGT1ik6bcw+4+QUFZrVbtggsu0Nq0aaN9++232p49e9yvqqoq93zoCfPEE0+4f7/tttu0VatWaTt27NC+/PJLbfjw4VqTJk1Uj0nd9ddfr7Vr10779NNPtfXr12uDBg1Sr2Tx5ptvql5tL7/8svbDDz9o1113ndagQQNt79696v0rrrhCu/POO93zYzvNZrP28MMPq1486P2D3j3fffede54HHnhALWPJkiXaf//7X9WLqGPHjlpFRYWWLG644QbVexHl513e5eXl7nn8t33WrFnaxx9/rG3fvl3bsGGDdvnll2s5OTna999/n1LbXtNxm65l7t07D+fkHXfcUe29dCvz0tJSbdOmTeqFPxePPvqo+r/ekzOcdfe/7tV0zUiW616obU/3a36obcd7t99+u+p9ie1Yvny51q9fP61z585aZWVlWpe7rri4WMvLy9Pmz5+vBVJX5c6ALg5QSCj4QK+VK1e652vfvr36Y6a77LLLtJYtW2oWi0Vr3bq1+n3btm0+y8aF8cYbb9QaNmyoDqALL7xQXTSSCQ5cHIjYDnRN/+qrr9zvDR06VHVx9/bWW29pXbp0UfN3795d+9e//uXzPoZDmDZtmta8eXN1ARg2bJi2ZcsWLZkEK28MUxFs2ydPnuzeT9i28847T9u4cWPKbXtNx226lrkOARrKOtD6pVuZ4/oV6DjXtzGcdfe/7tV0zUiW616obU/3a36obcdN6znnnKM1bdpU3ZhhG6+99lqfwCxdy1337LPParm5uWq4kUDqqtwN+CfifCERERERJQ22oSMiIiJKcQzoiIiIiFIcAzoiIiKiFMeAjoiIiCjFMaAjIiIiSnEM6IiIiIhSHAM6IiIiohTHgI6IiIgoxTGgIyKK4XmO55xzTq1/z7Jly6RPnz7q+ZdERIEwoCMiikJlZaVMmzZNZsyYUevfde6556qHdy9YsKDWv4uIUhMDOiKiKLz99ttSWFgop556akK+76qrrpJ58+Yl5LuIKPUwoCOijHbgwAFp0aKF3H///e5pa9asEYvFIitWrAj6uTfffFPOP/98n2lnnHGGTJ482Wfa6NGjVTCm69Chg8yePVvGjRsn9erVk/bt28v777+v1mPUqFFqWq9evWT9+vU+y8F3Ydr27dvjsNVElG4Y0BFRRmvatKm8+OKLMnPmTBUwlZaWyhVXXCE33XSTDBs2LOjnvvjiC+nfv39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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "initial_width_si = 0.45\n", + "initial_gap_si = 0.55\n", + "initial_width_sin = 0.35\n", + "initial_gap_sin = 0.65\n", + "\n", + "widths_si = np.full(num_elements, initial_width_si)\n", + "gaps_si = np.full(num_elements, initial_gap_si)\n", + "widths_sin = np.full(num_elements, initial_width_sin)\n", + "gaps_sin = np.full(num_elements, initial_gap_sin)\n", + "sim = make_simulation(\n", + " widths_si,\n", + " gaps_si,\n", + " widths_sin,\n", + " gaps_sin,\n", + " include_field_monitor=True,\n", + ")\n", + "\n", + "ax = sim.plot(y=0)\n", + "ax.set_title(\"Cross-section of the initial grating geometry (y=0)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "79d476d7", + "metadata": {}, + "source": [ + "## Running the Simulation\n", + "\n", + "We'll use `web.run` to submit the job to Tidy3D, and get some initial results." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a13094fa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    13:19:25 CEST Created task 'gc_setup' with task_id                              \n",
    +       "              'fdve-eab86622-9b02-4925-970d-bf57348b3ca4' and task_type 'FDTD'. \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m13:19:25 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'gc_setup'\u001b[0m with task_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-eab86622-9b02-4925-970d-bf57348b3ca4'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                  View task using web UI at                                         \n",
    +       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-eab86622-9b\n",
    +       "              02-4925-970d-bf57348b3ca4'.                                       \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=861366;https://tidy3d.simulation.cloud/workbench?taskId=fdve-eab86622-9b02-4925-970d-bf57348b3ca4\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=363908;https://tidy3d.simulation.cloud/workbench?taskId=fdve-eab86622-9b02-4925-970d-bf57348b3ca4\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=861366;https://tidy3d.simulation.cloud/workbench?taskId=fdve-eab86622-9b02-4925-970d-bf57348b3ca4\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=293143;https://tidy3d.simulation.cloud/workbench?taskId=fdve-eab86622-9b02-4925-970d-bf57348b3ca4\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=861366;https://tidy3d.simulation.cloud/workbench?taskId=fdve-eab86622-9b02-4925-970d-bf57348b3ca4\u001b\\\u001b[32m-eab86622-9b\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=861366;https://tidy3d.simulation.cloud/workbench?taskId=fdve-eab86622-9b02-4925-970d-bf57348b3ca4\u001b\\\u001b[32m02-4925-970d-bf57348b3ca4'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                  Task folder: 'default'.                                           \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=935049;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "91fe7e07323740d1be69a4bbd1f183e0", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "text/html": [
    +       "
    13:19:29 CEST Maximum FlexCredit cost: 0.025. Minimum cost depends on task      \n",
    +       "              execution details. Use 'web.real_cost(task_id)' to get the billed \n",
    +       "              FlexCredit cost after a simulation run.                           \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m13:19:29 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    13:19:30 CEST status = success                                                  \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m13:19:30 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "81aac7fdc067407fbf992620dc05cc34", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "text/html": [
    +       "
    13:19:32 CEST loading simulation from simulation_data.hdf5                      \n",
    +       "
    \n" + ], + "text/plain": [ + "\u001b[2;36m13:19:32 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sim_data = web.run(sim, task_name=\"gc_setup\")" + ] + }, + { + "cell_type": "markdown", + "id": "e0bcd72b", + "metadata": {}, + "source": [ + "## Visualizing the Results\n", + "\n", + "With the simulation complete, we analyze the mode monitor spectrum and inspect the field distribution to understand how light couples into the device." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "107ca2a2", + "metadata": {}, + "outputs": [], + "source": [ + "power_da = get_mode_monitor_power(sim_data)\n", + "freqs = power_da.coords[\"f\"].values\n", + "wavelengths = td.C_0 / freqs\n", + "power = np.squeeze(power_da.data)\n", + "power_db = 10 * np.log10(power)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f57eed0a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.plot(wavelengths, power_db)\n", + "ax.set_xlabel(\"Wavelength (µm)\")\n", + "ax.set_ylabel(\"Transmission (dB)\")\n", + "ax.set_title(\"Mode monitor power spectrum\")\n", + "plt.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "77512366", + "metadata": {}, + "source": [ + "## Baseline Performance: The Need for Optimization\n", + "\n", + "The transmission spectrum shows large coupling loss (below -30 dB) near 1.55 µm, confirming that our initial guess is insufficient. We therefore turn to optimization to explore the broader design space efficiently." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d5151192", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = sim_data.plot_field(\"field_monitor\", \"Ey\", \"abs^2\")\n", + "ax.set_title(\"Field intensity |Ey|^2 in the symmetry plane\")\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.19" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2025-10-09-invdes-seminar/01_bayes.ipynb b/2025-10-09-invdes-seminar/01_bayes.ipynb new file mode 100644 index 00000000..e2946701 --- /dev/null +++ b/2025-10-09-invdes-seminar/01_bayes.ipynb @@ -0,0 +1,556 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "411eea3f", + "metadata": {}, + "source": [ + "# Grating Coupler: Bayesian Optimization for Initial Design\n", + "\n", + "> With our simulation setup in place, we now turn to optimization. Our goal is to find a set of grating parameters that maximizes the coupling efficiency. Since each simulation is computationally expensive, we will use Bayesian optimization. This technique is ideal for optimizing \"black-box\" functions that are costly to evaluate.\n", + "\n", + "## Why Bayesian Optimization?\n", + "\n", + "Exhaustive searches would require thousands of simulations. Bayesian optimization instead builds a probabilistic surrogate of the objective, balancing exploration of uncertain regions with exploitation of promising designs to converge in far fewer solver calls. It intelligently explores the parameter space to find the optimal design with a minimal number of simulations. Bayesian optimization works best when the design space has only a handful of effective degrees of freedom; beyond roughly five independent variables the surrogate becomes harder to learn, so we reserve higher-dimensional searches for gradient-based methods discussed later in the series." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4a776b66", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tidy3d as td\n", + "from bayes_opt import BayesianOptimization\n", + "from setup import (\n", + " center_wavelength,\n", + " get_mode_monitor_power,\n", + " make_simulation,\n", + " max_gap_si,\n", + " max_gap_sin,\n", + " max_width_si,\n", + " max_width_sin,\n", + " min_gap_si,\n", + " min_gap_sin,\n", + " min_width_si,\n", + " min_width_sin,\n", + " num_elements,\n", + ")\n", + "from setup import (\n", + " first_gap_si as default_first_gap_si,\n", + ")\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "markdown", + "id": "cdec7978", + "metadata": {}, + "source": [ + "## The Evaluation Function\n", + "\n", + "The optimizer queries this function with a candidate set of grating parameters. We construct the simulation, run it in the cloud, and return the coupling efficiency from the mode monitor." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d9a2952f", + "metadata": {}, + "outputs": [], + "source": [ + "def evaluate(\n", + " width_si: float,\n", + " gap_si: float,\n", + " width_sin: float,\n", + " gap_sin: float,\n", + " first_gap_si: float,\n", + ") -> float:\n", + " \"\"\"Return the coupling efficiency for a uniform grating parameterized array.\"\"\"\n", + " widths_si = np.full(num_elements, width_si)\n", + " gaps_si = np.full(num_elements, gap_si)\n", + " widths_sin = np.full(num_elements, width_sin)\n", + " gaps_sin = np.full(num_elements, gap_sin)\n", + "\n", + " sim = make_simulation(\n", + " widths_si,\n", + " gaps_si,\n", + " widths_sin,\n", + " gaps_sin,\n", + " first_gap_si=first_gap_si,\n", + " )\n", + " sim_data = web.run(sim, task_name=\"gc_bopt_eval\", verbose=False)\n", + "\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " target_power = power_da.sel(f=td.C_0 / center_wavelength, method=\"nearest\").item()\n", + "\n", + " return target_power" + ] + }, + { + "cell_type": "markdown", + "id": "b1f09563", + "metadata": {}, + "source": [ + "## Setting Up the Bayesian Optimizer\n", + "\n", + "We configure the optimizer with sensible defaults and practical bounds:\n", + "- `parameter_bounds` (the `pbounds` argument) defines the design window we explore.\n", + "- `init_points` sets how many random samples to collect before modeling.\n", + "- `n_iter` controls the number of guided optimization iterations.\n", + "\n", + "## Framing the Problem: A 5-Parameter Global Search\n", + "\n", + "Rather than tune every tooth individually (30 variables per layer), we search a five-dimensional space of uniform widths, gaps, and inter-layer offset. This captures the dominant physics, keeps simulations fast, and yields a design that later gradient-based passes can refine." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1e3c0d2c", + "metadata": {}, + "outputs": [], + "source": [ + "seed = 12345\n", + "\n", + "init_points = 15\n", + "n_iter = 60\n", + "\n", + "parameter_bounds = {\n", + " \"width_si\": (min_width_si, max_width_si),\n", + " \"gap_si\": (min_gap_si, max_gap_si),\n", + " \"width_sin\": (min_width_sin, max_width_sin),\n", + " \"gap_sin\": (min_gap_sin, max_gap_sin),\n", + " \"first_gap_si\": (\n", + " default_first_gap_si - 0.2,\n", + " default_first_gap_si + 0.2,\n", + " ),\n", + "}\n", + "\n", + "default_design = {\n", + " \"width_si\": 0.45,\n", + " \"gap_si\": 0.55,\n", + " \"width_sin\": 0.35,\n", + " \"gap_sin\": 0.65,\n", + " \"first_gap_si\": default_first_gap_si,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8a6cf940", + "metadata": {}, + "outputs": [], + "source": [ + "optimizer = BayesianOptimization(\n", + " f=evaluate,\n", + " pbounds=parameter_bounds,\n", + " random_state=seed,\n", + " verbose=2,\n", + ")\n", + "\n", + "optimizer.probe(params=default_design, lazy=True)" + ] + }, + { + "cell_type": "markdown", + "id": "6f958972", + "metadata": {}, + "source": [ + "## Running the Optimization\n", + "\n", + "Calling `optimizer.maximize(...)` alternates between exploration and exploitation to efficiently discover improved grating designs." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "44b0a4cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "| iter | target | first_... | gap_si | gap_sin | width_si | width_sin |\n", + "-------------------------------------------------------------------------------------\n", + "| \u001b[39m1 \u001b[39m | \u001b[39m0.007373 \u001b[39m | \u001b[39m-0.7 \u001b[39m | \u001b[39m0.55 \u001b[39m | \u001b[39m0.65 \u001b[39m | 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\u001b[39m0.7523 \u001b[39m | \u001b[39m0.3 \u001b[39m | \u001b[39m0.4788 \u001b[39m | \u001b[39m0.7533 \u001b[39m |\n", + "| \u001b[39m76 \u001b[39m | \u001b[39m0.04023 \u001b[39m | \u001b[39m-0.797 \u001b[39m | \u001b[39m0.7835 \u001b[39m | \u001b[39m0.3 \u001b[39m | \u001b[39m0.4151 \u001b[39m | \u001b[39m0.8371 \u001b[39m |\n", + "=====================================================================================\n" + ] + } + ], + "source": [ + "optimizer.maximize(init_points=init_points, n_iter=n_iter)" + ] + }, + { + "cell_type": "markdown", + "id": "b89b286f", + "metadata": {}, + "source": [ + "## Analyzing the Results\n", + "\n", + "We extract the optimizer history, track the best observed loss, and visualize how the search converges toward high-efficiency gratings." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2d05ffdf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization complete.\n", + "Best parameters: {'first_gap_si': np.float64(-0.6933388041768698), 'gap_si': np.float64(0.7992416233438039), 'gap_sin': np.float64(0.5135103145142313), 'width_si': np.float64(0.3983180007432449), 'width_sin': np.float64(0.5781958117277934)}\n", + "Best objective (power): 0.3425821844561507\n", + "Best objective (dB): 4.65\n" + ] + } + ], + "source": [ + "best = optimizer.max\n", + "\n", + "results = optimizer.res\n", + "iterations = np.arange(1, len(results) + 1)\n", + "targets = np.asarray([res[\"target\"] for res in results], dtype=float)\n", + "targets = np.maximum(targets, 1e-12)\n", + "coupling_loss_db = -10 * np.log10(targets)\n", + "best_loss = np.minimum.accumulate(coupling_loss_db)\n", + "\n", + "best_loss_db = -10 * np.log10(max(best[\"target\"], 1e-12))\n", + "\n", + "print(\"Optimization complete.\")\n", + "print(f\"Best parameters: {best['params']}\")\n", + "print(f\"Best objective (power): {best['target']}\")\n", + "print(f\"Best objective (dB): {best_loss_db:.2f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "4606275e", + "metadata": {}, + "source": [ + "## Interpreting the Optimization Progress\n", + "\n", + "The scatter points show every simulation the optimizer evaluated, while the red curve tracks the best coupling loss found so far. Early iterations explore widely; later ones cluster near promising regions as the surrogate model focuses on exploitation." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1d91747f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.scatter(iterations, coupling_loss_db, label=\"Samples\")\n", + "ax.plot(iterations, best_loss, color=\"red\", label=\"Best so far\")\n", + "ax.set_xlabel(\"Iteration\")\n", + "ax.set_ylabel(\"Coupling loss (dB)\")\n", + "ax.set_title(\"Bayesian optimization progress\")\n", + "ax.legend()\n", + "plt.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "135ed68e", + "metadata": {}, + "source": [ + "## Visualizing the Optimized Design\n", + "\n", + "We reconstruct the best-performing structure, inspect its geometry, and analyze the spectral response to confirm the optimizer's progress." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d8151e0b", + "metadata": {}, + "outputs": [], + "source": [ + "best_params = {name: float(value) for name, value in best[\"params\"].items()}\n", + "best_widths_si = np.full(num_elements, best_params[\"width_si\"])\n", + "best_gaps_si = np.full(num_elements, best_params[\"gap_si\"])\n", + "best_widths_sin = np.full(num_elements, best_params[\"width_sin\"])\n", + "best_gaps_sin = np.full(num_elements, best_params[\"gap_sin\"])\n", + "best_first_gap_si = best_params[\"first_gap_si\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f3191db5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "best_sim = make_simulation(\n", + " best_widths_si,\n", + " best_gaps_si,\n", + " best_widths_sin,\n", + " best_gaps_sin,\n", + " first_gap_si=best_first_gap_si,\n", + " include_field_monitor=True,\n", + ")\n", + "ax = best_sim.plot(y=0)\n", + "ax.set_title(\"Cross-section of the optimized grating (y=0)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "ef0bcf39", + "metadata": {}, + "outputs": [], + "source": [ + "best_data = web.run(best_sim, task_name=\"gc_bopt_final\", verbose=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "3bd4eae3", + "metadata": {}, + "outputs": [], + "source": [ + "power_da = get_mode_monitor_power(best_data)\n", + "freqs = power_da.coords[\"f\"].values\n", + "wavelengths = td.C_0 / freqs\n", + "power = np.squeeze(power_da.data)\n", + "power_db = 10 * np.log10(power)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "0ad87dab", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.plot(wavelengths, power_db)\n", + "ax.set_xlabel(\"Wavelength (µm)\")\n", + "ax.set_ylabel(\"Transmission (dB)\")\n", + "ax.set_title(\"Mode monitor spectrum (optimized design)\")\n", + "ax.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1984bbfe", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = best_data.plot_field(\"field_monitor\", \"Ey\", \"abs^2\")\n", + "ax.set_title(\"Field intensity |Ey|^2 for the optimized design\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f2c434de", + "metadata": {}, + "source": [ + "The optimized geometry increases overlap between the free-space beam and the guided mode, yielding a stronger steady-state field inside the silicon nitride layer. In the next notebook we leverage this design as the starting point for gradient-based refinement." + ] + }, + { + "cell_type": "markdown", + "id": "303207c7", + "metadata": {}, + "source": [ + "## Exporting the Best Design\n", + "\n", + "We serialize the best uniform grating parameters so the adjoint notebook can continue from this design without rerunning the Bayesian search." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "00274144", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved best design to /home/yannick/flexcompute/worktrees/seminar_notebooks/docs/notebooks/2025-10-09-invdes-seminar/results/gc_bayes_opt_best.json\n" + ] + } + ], + "source": [ + "import json\n", + "from pathlib import Path\n", + "\n", + "export_path = Path(\"./results/gc_bayes_opt_best.json\")\n", + "export_path.parent.mkdir(parents=True, exist_ok=True)\n", + "\n", + "export_payload = {\n", + " \"width_si\": best_params[\"width_si\"],\n", + " \"gap_si\": best_params[\"gap_si\"],\n", + " \"width_sin\": best_params[\"width_sin\"],\n", + " \"gap_sin\": best_params[\"gap_sin\"],\n", + " \"first_gap_si\": best_params[\"first_gap_si\"],\n", + " \"target_power\": float(best[\"target\"]),\n", + " \"coupling_loss_db\": float(best_loss_db),\n", + "}\n", + "\n", + "with export_path.open(\"w\", encoding=\"utf-8\") as f:\n", + " json.dump(export_payload, f, indent=2)\n", + "\n", + "print(f\"Saved best design to {export_path.resolve()}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2025-10-09-invdes-seminar/02_adjoint.ipynb b/2025-10-09-invdes-seminar/02_adjoint.ipynb new file mode 100644 index 00000000..28cb4870 --- /dev/null +++ b/2025-10-09-invdes-seminar/02_adjoint.ipynb @@ -0,0 +1,523 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "17e57ad4", + "metadata": {}, + "source": [ + "# Adjoint Optimization: High-Dimensional Gradient-Based Refinement\n", + "\n", + "> In the previous notebook, we used Bayesian Optimization to find a good starting design. The strength of that global optimization approach was its ability to efficiently search a low-dimensional parameter space. However, it was limited: we assumed the grating was uniform, with every tooth and gap being identical.\n", + "\n", + "> To push the performance further, we need to apodize the grating, which means varying the dimensions of each tooth individually to better match the profile of the incoming Gaussian beam. This drastically increases the number of design parameters. For our 15-element dual-layer grating, the design space just expanded from 5 global parameters to over 60 individual feature dimensions!\n", + "\n", + "> For such a high-dimensional problem, a global search is no longer efficient. In this notebook, we switch to a powerful local, gradient-based optimization technique, enabled by the adjoint method, to refine our design." + ] + }, + { + "cell_type": "markdown", + "id": "85439f3a", + "metadata": {}, + "source": [ + "## The Power of the Adjoint Method\n", + "\n", + "The key challenge in gradient-based optimization is computing the gradient itself. A naive approach like finite differences would require N+1 simulations to find the gradient with respect to N parameters. For our ~60 parameters, this is far too slow.\n", + "\n", + "This is where the adjoint method comes in. Tidy3D's automatic differentiation capability uses this method under the hood. It allows us to compute the gradient of our objective function (the coupling efficiency) with respect to all design parameters simultaneously in just two simulations per iteration, regardless of how many parameters there are. This efficiency is what makes it possible to locally optimize structures with thousands of free parameters. We start from the global design found earlier and use these gradients to walk toward a nearby, higher-performance solution." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9e277fa", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "from copy import deepcopy\n", + "from pathlib import Path\n", + "\n", + "import autograd.numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import tidy3d as td\n", + "from autograd import value_and_grad\n", + "from optim import adam_update, apply_updates, clip_params, init_adam\n", + "from setup import (\n", + " center_wavelength,\n", + " first_gap_sin,\n", + " get_mode_monitor_power,\n", + " make_simulation,\n", + " max_gap_si,\n", + " max_gap_sin,\n", + " max_width_si,\n", + " max_width_sin,\n", + " min_gap_si,\n", + " min_gap_sin,\n", + " min_width_si,\n", + " min_width_sin,\n", + " num_elements,\n", + ")\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6e59e2e5", + "metadata": {}, + "outputs": [], + "source": [ + "def objective(params):\n", + " \"\"\"Objective function for adjoint optimization.\n", + "\n", + " Takes a dictionary of geometry parameters and returns a scalar loss.\n", + " The function is differentiable via autograd so the adjoint method can\n", + " supply gradients for every parameter in one shot.\n", + "\n", + " Parameters\n", + " ----------\n", + " params:\n", + " Dictionary holding the current grating geometry arrays.\n", + "\n", + " Returns\n", + " -------\n", + " float\n", + " Negative of the coupling efficiency so gradient descent maximizes power.\n", + " \"\"\"\n", + " # Build the tidy3d simulation with the current parameters. Autograd traces\n", + " # everything through the power extraction so the adjoint gradient can be\n", + " # computed efficiently.\n", + " sim = make_simulation(\n", + " params[\"widths_si\"],\n", + " params[\"gaps_si\"],\n", + " params[\"widths_sin\"],\n", + " params[\"gaps_sin\"],\n", + " first_gap_si=params[\"first_gap_si\"],\n", + " first_gap_sin=params[\"first_gap_sin\"],\n", + " )\n", + "\n", + " sim_data = web.run(sim, task_name=\"gc_adjoint\", verbose=False)\n", + "\n", + " # Convert the mode monitor result into a scalar objective (negative power)\n", + " # so minimization increases the coupled power at the target wavelength.\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " freq0 = td.C_0 / center_wavelength\n", + " target_power = power_da.sel(f=freq0, method=\"nearest\")\n", + " return -target_power.item()" + ] + }, + { + "cell_type": "markdown", + "id": "53f5b7e5", + "metadata": {}, + "source": [ + "## High-Dimensional Parameterization\n", + "\n", + "We load the best uniform design from the Bayesian search and expand those scalars into per-tooth arrays. Each layer now has individual widths and gaps, and `first_gap_si` remains a crucial phase-matching variable." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e668aef6", + "metadata": {}, + "outputs": [], + "source": [ + "scalars = {}\n", + "with Path(\"./results/gc_bayes_opt_best.json\").open(\"r\", encoding=\"utf-8\") as f:\n", + " data = json.load(f)\n", + " for key in data:\n", + " scalars[key] = float(data[key])\n", + "\n", + "num_iters = 80\n", + "\n", + "params0 = {\n", + " \"widths_si\": np.full(num_elements, scalars[\"width_si\"]),\n", + " \"gaps_si\": np.full(num_elements, scalars[\"gap_si\"]),\n", + " \"widths_sin\": np.full(num_elements, scalars[\"width_sin\"]),\n", + " \"gaps_sin\": np.full(num_elements, scalars[\"gap_sin\"]),\n", + " \"first_gap_si\": scalars[\"first_gap_si\"],\n", + " \"first_gap_sin\": first_gap_sin,\n", + "}\n", + "\n", + "bounds = {\n", + " \"widths_si\": (min_width_si, max_width_si),\n", + " \"gaps_si\": (min_gap_si, max_gap_si),\n", + " \"widths_sin\": (min_width_sin, max_width_sin),\n", + " \"gaps_sin\": (min_gap_sin, max_gap_sin),\n", + " \"first_gap_si\": (None, None),\n", + " \"first_gap_sin\": (min_gap_sin, None),\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9057369b", + "metadata": {}, + "outputs": [], + "source": [ + "vg_fun = value_and_grad(objective)\n", + "params = deepcopy(params0)\n", + "opt_state = init_adam(params, lr=1e-2)\n", + "target_powers = []" + ] + }, + { + "cell_type": "markdown", + "id": "58c4a412", + "metadata": {}, + "source": [ + "## Running the Gradient Descent\n", + "\n", + "Each iteration proceeds as follows:\n", + "1. Evaluate both the loss and gradient with `value_and_grad`.\n", + "2. Use the Adam optimizer to compute a parameter update with momentum.\n", + "3. Apply the update to the parameters.\n", + "4. Clip the result to obey fabrication bounds." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d4fbe647", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "iter 0: target_power=0.3426\n", + "iter 1: target_power=0.3342\n", + "iter 2: target_power=0.3857\n", + "iter 3: target_power=0.4068\n", + "iter 4: target_power=0.4014\n", + "iter 5: target_power=0.4060\n", + "iter 6: target_power=0.4225\n", + "iter 7: target_power=0.4361\n", + "iter 8: target_power=0.4367\n", + "iter 9: target_power=0.4350\n", + "iter 10: target_power=0.4383\n", + "iter 11: target_power=0.4460\n", + "iter 12: target_power=0.4502\n", + "iter 13: target_power=0.4528\n", + "iter 14: target_power=0.4527\n", + "iter 15: target_power=0.4522\n", + "iter 16: target_power=0.4579\n", + "iter 17: target_power=0.4630\n", + "iter 18: target_power=0.4638\n", + "iter 19: target_power=0.4651\n", + "iter 20: target_power=0.4674\n", + "iter 21: target_power=0.4704\n", + "iter 22: target_power=0.4720\n", + "iter 23: target_power=0.4718\n", + "iter 24: target_power=0.4754\n", + "iter 25: target_power=0.4794\n", + "iter 26: target_power=0.4783\n", + "iter 27: target_power=0.4805\n", + "iter 28: target_power=0.4838\n", + "iter 29: target_power=0.4860\n", + "iter 30: target_power=0.4885\n", + "iter 31: target_power=0.4889\n", + "iter 32: target_power=0.4911\n", + "iter 33: target_power=0.4933\n", + "iter 34: target_power=0.4945\n", + "iter 35: target_power=0.4982\n", + "iter 36: target_power=0.4977\n", + "iter 37: target_power=0.4998\n", + "iter 38: target_power=0.5021\n", + "iter 39: target_power=0.5043\n", + "iter 40: target_power=0.5069\n", + "iter 41: target_power=0.5093\n", + "iter 42: target_power=0.5109\n", + "iter 43: target_power=0.5109\n", + "iter 44: target_power=0.5135\n", + "iter 45: target_power=0.5169\n", + "iter 46: target_power=0.5192\n", + "iter 47: target_power=0.5213\n", + "iter 48: target_power=0.5230\n", + "iter 49: target_power=0.5252\n", + "iter 50: target_power=0.5280\n", + "iter 51: target_power=0.5309\n", + "iter 52: target_power=0.5341\n", + "iter 53: target_power=0.5362\n", + "iter 54: target_power=0.5384\n", + "iter 55: target_power=0.5406\n", + "iter 56: target_power=0.5440\n", + "iter 57: target_power=0.5459\n", + "iter 58: target_power=0.5498\n", + "iter 59: target_power=0.5514\n", + "iter 60: target_power=0.5528\n", + "iter 61: target_power=0.5541\n", + "iter 62: target_power=0.5543\n", + "iter 63: target_power=0.5561\n", + "iter 64: target_power=0.5567\n", + "iter 65: target_power=0.5575\n", + "iter 66: target_power=0.5591\n", + "iter 67: target_power=0.5590\n", + "iter 68: target_power=0.5606\n", + "iter 69: target_power=0.5613\n", + "iter 70: target_power=0.5619\n", + "iter 71: target_power=0.5626\n", + "iter 72: target_power=0.5636\n", + "iter 73: target_power=0.5647\n", + "iter 74: target_power=0.5638\n", + "iter 75: target_power=0.5657\n", + "iter 76: target_power=0.5663\n", + "iter 77: target_power=0.5669\n", + "iter 78: target_power=0.5676\n", + "iter 79: target_power=0.5676\n" + ] + } + ], + "source": [ + "for n in range(num_iters):\n", + " value, grad = vg_fun(params)\n", + " target_power = -value\n", + "\n", + " target_powers.append(target_power)\n", + " print(f\"iter {n}: target_power={target_power:.4f}\")\n", + "\n", + " updates, opt_state = adam_update(grad, opt_state)\n", + " params = apply_updates(params, updates)\n", + " params = clip_params(params, bounds)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e6abb0a4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.plot(np.arange(len(target_powers)), target_powers, marker=\"o\")\n", + "ax.set_xlabel(\"Iteration\")\n", + "ax.set_ylabel(\"Target Power\")\n", + "ax.set_title(\"Adjoint Optimization History\")\n", + "ax.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "80a3947a", + "metadata": {}, + "source": [ + "## Visualizing the Results\n", + "\n", + "The steadily rising power confirms the adjoint-driven search is homing in on a better design." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5f269667", + "metadata": {}, + "outputs": [], + "source": [ + "def compute_spectrum(param_set, task_name):\n", + " sim = make_simulation(\n", + " param_set[\"widths_si\"],\n", + " param_set[\"gaps_si\"],\n", + " param_set[\"widths_sin\"],\n", + " param_set[\"gaps_sin\"],\n", + " first_gap_si=param_set[\"first_gap_si\"],\n", + " first_gap_sin=param_set[\"first_gap_sin\"],\n", + " )\n", + " sim_data = web.run(sim, task_name=task_name, verbose=False)\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " freqs = power_da.coords[\"f\"].values\n", + " wavelengths = td.C_0 / freqs\n", + " power = np.squeeze(power_da.data)\n", + " sort_idx = np.argsort(wavelengths)\n", + " wavelengths = wavelengths[sort_idx]\n", + " power = np.array(power)[sort_idx]\n", + " return wavelengths, power" + ] + }, + { + "cell_type": "markdown", + "id": "6ef925dc", + "metadata": {}, + "source": [ + "## Performance Payoff\n", + "\n", + "Comparing the spectra shows the apodized design significantly boosts coupling near 1.55 µm relative to the uniform baseline from Bayesian optimization." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8e460c41", + "metadata": {}, + "outputs": [], + "source": [ + "w_before, p_before = compute_spectrum(params0, \"gc_adjoint_before\")\n", + "w_after, p_after = compute_spectrum(params, \"gc_adjoint_after\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "23ee67d1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "before_db = 10 * np.log10(p_before)\n", + "after_db = 10 * np.log10(p_after)\n", + "\n", + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.plot(w_before, before_db, label=\"Before adjoint\")\n", + "ax.plot(w_after, after_db, label=\"After adjoint\")\n", + "ax.set_xlabel(\"Wavelength (µm)\")\n", + "ax.set_ylabel(\"Transmission (dB)\")\n", + "ax.set_title(\"Mode Monitor Spectrum (Before vs After)\")\n", + "ax.grid(True, alpha=0.3)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8fa2f7e0", + "metadata": {}, + "source": [ + "## Final Apodized Geometry\n", + "\n", + "Visual inspection highlights the non-uniform duty cycle discovered by the optimizer to better mode-match the incident beam." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "bd465801", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "final_sim = make_simulation(\n", + " params[\"widths_si\"],\n", + " params[\"gaps_si\"],\n", + " params[\"widths_sin\"],\n", + " params[\"gaps_sin\"],\n", + " first_gap_si=params[\"first_gap_si\"],\n", + " first_gap_sin=params[\"first_gap_sin\"],\n", + ")\n", + "ax = final_sim.plot(y=0)\n", + "ax.set_title(\"Apodized grating geometry after adjoint optimization (y=0)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "06007895", + "metadata": {}, + "source": [ + "Lastly, we need to export the optimized grating geometry for further analysis." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "2d79fae8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved adjoint design to /home/yannick/flexcompute/worktrees/seminar_notebooks/docs/notebooks/2025-10-09-invdes-seminar/results/gc_adjoint_best.json\n" + ] + } + ], + "source": [ + "def serialize_params(param_dict):\n", + " \"\"\"Detach autograd containers into JSON-serializable Python objects.\"\"\"\n", + " return {\n", + " \"widths_si\": [float(value) for value in param_dict[\"widths_si\"]],\n", + " \"gaps_si\": [float(value) for value in param_dict[\"gaps_si\"]],\n", + " \"widths_sin\": [float(value) for value in param_dict[\"widths_sin\"]],\n", + " \"gaps_sin\": [float(value) for value in param_dict[\"gaps_sin\"]],\n", + " \"first_gap_si\": float(param_dict[\"first_gap_si\"]),\n", + " \"first_gap_sin\": float(param_dict[\"first_gap_sin\"]),\n", + " }\n", + "\n", + "\n", + "export_path = Path(\"./results/gc_adjoint_best.json\")\n", + "export_path.parent.mkdir(parents=True, exist_ok=True)\n", + "\n", + "payload = serialize_params(params)\n", + "payload[\"target_power\"] = float(target_powers[-1]) if target_powers else None\n", + "\n", + "with export_path.open(\"w\", encoding=\"utf-8\") as f:\n", + " json.dump(payload, f, indent=2)\n", + "\n", + "print(f\"Saved adjoint design to {export_path.resolve()}\")" + ] + }, + { + "cell_type": "markdown", + "id": "62c6a39d", + "metadata": {}, + "source": [ + "## Conclusion and Next Steps\n", + "\n", + "Switching to a gradient-based approach unlocked high-dimensional refinements and reduced the coupling loss by more than a decibel. The resulting design is finely tuned for nominal fabrication, so the next notebook introduces robust optimization to preserve performance under realistic manufacturing variations." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2025-10-09-invdes-seminar/03_sensitivity.ipynb b/2025-10-09-invdes-seminar/03_sensitivity.ipynb new file mode 100644 index 00000000..517d552b --- /dev/null +++ b/2025-10-09-invdes-seminar/03_sensitivity.ipynb @@ -0,0 +1,1032 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "495ae8bd", + "metadata": {}, + "source": [ + "# Fabrication Sensitivity Analysis: Is Our Design Robust?\n", + "\n", + "> The adjoint-optimized grating from the previous notebook delivers excellent nominal performance. In practice, however, fabrication variability means the manufactured device rarely matches the design exactly. Here we quantify how the current design responds to some assumed process deviations to see whether it is robust or brittle.\n", + "\n", + "> In the adjoint notebook we purposefully focused on maximizing performance at the nominal geometry. The natural follow-up question is: *how does that optimized design behave once it leaves the computer?* Photonic fabrication processes inevitably introduce small deviations in etched dimensions. Even a well-controlled foundry run can exhibit ±20 nm variations in tooth widths and gaps due to lithography or etch bias. A design that is overly sensitive to these changes might look great in simulation yet fail to meet targets on wafer, so our immediate goal is to measure that sensitivity before pursuing robustness improvements." + ] + }, + { + "cell_type": "markdown", + "id": "f10594b5", + "metadata": {}, + "source": [ + "## Modeling Fabrication Errors with a Bias\n", + "\n", + "We begin by reloading the best adjoint design and defining a simple bias model. A ±20 nm shift in feature dimensions is a realistic foundry tolerance, so we will simulate three cases: the nominal geometry, an over-etched device (features narrower than intended), and an under-etched device (features wider than intended). This gives an intuitive first look at the design's sensitivity before launching a full Monte Carlo analysis." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "04f09f74", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "from pathlib import Path\n", + "\n", + "import autograd.numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import tidy3d as td\n", + "from autograd import value_and_grad\n", + "from scipy.stats import norm\n", + "from setup import (\n", + " center_wavelength,\n", + " default_spacer_thickness,\n", + " get_mode_monitor_power,\n", + " make_simulation,\n", + ")\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6657cb9b", + "metadata": {}, + "outputs": [], + "source": [ + "def load_nominal_parameters(path):\n", + " \"\"\"Load a design JSON (Bayes or adjoint) into numpy-friendly fields.\"\"\"\n", + " data = json.loads(Path(path).read_text(encoding=\"utf-8\"))\n", + " return {\n", + " \"widths_si\": np.array(data[\"widths_si\"]),\n", + " \"gaps_si\": np.array(data[\"gaps_si\"]),\n", + " \"widths_sin\": np.array(data[\"widths_sin\"]),\n", + " \"gaps_sin\": np.array(data[\"gaps_sin\"]),\n", + " \"first_gap_si\": data[\"first_gap_si\"],\n", + " \"first_gap_sin\": data[\"first_gap_sin\"],\n", + " \"spacer_thickness\": default_spacer_thickness,\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "29aec207", + "metadata": {}, + "outputs": [], + "source": [ + "def make_variation_builder(nominal):\n", + " \"\"\"Return a closure that maps process deltas to a tidy3d Simulation.\"\"\"\n", + " base_widths_si = np.array(nominal[\"widths_si\"])\n", + " base_gaps_si = np.array(nominal[\"gaps_si\"])\n", + "\n", + " def builder(overlay_delta=0.0, spacer_delta=0.0, etch_bias=0.0):\n", + " # Etch bias widens features when positive and narrows them when\n", + " # negative, so widths grow with the bias while gaps shrink, mirroring\n", + " # the fabrication effect of over/under etching.\n", + " pert_widths_si = base_widths_si + etch_bias\n", + " pert_gaps_si = base_gaps_si - etch_bias\n", + "\n", + " return make_simulation(\n", + " pert_widths_si,\n", + " pert_gaps_si,\n", + " nominal[\"widths_sin\"],\n", + " nominal[\"gaps_sin\"],\n", + " first_gap_si=nominal[\"first_gap_si\"] + overlay_delta,\n", + " first_gap_sin=nominal[\"first_gap_sin\"],\n", + " spacer_thickness=nominal[\"spacer_thickness\"] + spacer_delta,\n", + " )\n", + "\n", + " return builder" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0505451c", + "metadata": {}, + "outputs": [], + "source": [ + "design_path = Path(\"./results\") / \"gc_adjoint_best.json\"\n", + "\n", + "# Load the best apodized design from the previous notebook.\n", + "# This will be our nominal, or central, design point for the analysis.\n", + "nominal = load_nominal_parameters(design_path)\n", + "builder = make_variation_builder(nominal)\n", + "\n", + "# Define the fabrication bias in microns (20 nm).\n", + "bias = 0.02\n", + "\n", + "# Create simulations for each fabrication scenario: over-etched, nominal,\n", + "# and under-etched. Positive bias widens features, while a negative bias\n", + "# corresponds to over-etching that narrows them.\n", + "bias_cases = {\n", + " \"Over-etched (-20 nm)\": builder(etch_bias=-bias),\n", + " \"Nominal\": builder(),\n", + " \"Under-etched (+20 nm)\": builder(etch_bias=bias),\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "39d4febe", + "metadata": {}, + "outputs": [], + "source": [ + "bias_data = web.run_async(bias_cases, verbose=False)\n", + "\n", + "bias_wavelengths = None\n", + "bias_spectra = {}\n", + "\n", + "for label, sim_data in bias_data.items():\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " freqs = power_da.coords[\"f\"].values\n", + " wavelengths = td.C_0 / freqs\n", + " power = np.asarray(power_da.data).squeeze()\n", + " order = np.argsort(wavelengths)\n", + " wavelengths = wavelengths[order]\n", + " power = power[order]\n", + "\n", + " if bias_wavelengths is None:\n", + " bias_wavelengths = wavelengths\n", + "\n", + " bias_spectra[label] = power" + ] + }, + { + "cell_type": "markdown", + "id": "50c73781", + "metadata": {}, + "source": [ + "## Interpreting the Sensitivity Plot\n", + "\n", + "The curves below compare the nominal spectrum to ±20 nm biased geometries. The separation between them conveys how quickly our high-efficiency design degrades under realistic fabrication shifts in tooth width and gap. Watch for both a drop in peak efficiency and a shift of the optimal wavelength." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6a994928", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "colors = {\n", + " \"Over-etched (-20 nm)\": \"tab:orange\",\n", + " \"Nominal\": \"tab:green\",\n", + " \"Under-etched (+20 nm)\": \"tab:blue\",\n", + "}\n", + "\n", + "for label, spectrum in bias_spectra.items():\n", + " ax.plot(\n", + " bias_wavelengths,\n", + " 10 * np.log10(spectrum),\n", + " label=label,\n", + " color=colors.get(label, None),\n", + " linewidth=2 if label == \"Nominal\" else 1.8,\n", + " alpha=0.9,\n", + " )\n", + "\n", + "ax.set_xlabel(\"Wavelength (µm)\")\n", + "ax.set_ylabel(\"Transmission (dB)\")\n", + "ax.set_title(\"Impact of ±20 nm Fabrication Bias\")\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cb42ec87", + "metadata": {}, + "outputs": [], + "source": [ + "sigma_spec = {\n", + " \"overlay\": 0.025,\n", + " \"spacer\": 0.02,\n", + " \"widths_si\": 0.01,\n", + "}" + ] + }, + { + "cell_type": "markdown", + "id": "8249bf45", + "metadata": {}, + "source": [ + "## Monte Carlo\n", + "\n", + "After inspecting the deterministic bias sweep, we broaden the analysis with a Monte Carlo study. We randomly sample overlay, spacer, and width variations according to foundry-provided sigma values to estimate the distribution of coupling efficiency across a wafer." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8abfdc5d", + "metadata": {}, + "outputs": [], + "source": [ + "seed = 42\n", + "num_mc_samples = 100\n", + "design_path = Path(\"./results\") / \"gc_adjoint_best.json\"" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f6e0b847", + "metadata": {}, + "outputs": [], + "source": [ + "nominal = load_nominal_parameters(design_path)\n", + "builder = make_variation_builder(nominal)\n", + "\n", + "sigma_vector = np.array([sigma_spec[\"overlay\"], sigma_spec[\"spacer\"], sigma_spec[\"widths_si\"]])\n", + "rng = np.random.default_rng(seed)\n", + "samples = rng.standard_normal(size=(num_mc_samples, len(sigma_vector))) * sigma_vector" + ] + }, + { + "cell_type": "markdown", + "id": "a3c6c19b", + "metadata": {}, + "source": [ + "We draw overlay, spacer, and silicon-width perturbations from independent Gaussian models whose sigmas come straight from the (hypothetical) foundry tolerance table. Each row in the `samples` array represents one die that we will feed into the simulation pipeline." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "1c93f5af", + "metadata": {}, + "outputs": [], + "source": [ + "sims = {\"nominal\": builder()}\n", + "sims.update({f\"sample_{idx + 1}\": builder(*tuple(sample)) for idx, sample in enumerate(samples)})" + ] + }, + { + "cell_type": "markdown", + "id": "75f5ca55", + "metadata": {}, + "source": [ + "The closure returned by `make_variation_builder` maps each sampled triplet into a full tidy3d `Simulation`. We keep the nominal design in the dictionary so the subsequent analysis can always reference the baseline spectrum." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "817a9dd2", + "metadata": {}, + "outputs": [], + "source": [ + "batch_data = web.run_async(sims, verbose=False)" + ] + }, + { + "cell_type": "markdown", + "id": "38c474f3", + "metadata": {}, + "source": [ + "We submit the entire batch with `web.run_async` so Tidy3D executes the jobs in parallel since they are all independent." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cae4cc32", + "metadata": {}, + "outputs": [], + "source": [ + "ordered_names = list(sims.keys())\n", + "wavelengths = None\n", + "linear_spectra = []\n", + "\n", + "for name in ordered_names:\n", + " sim_data = batch_data[name]\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " freqs = power_da.coords[\"f\"].values\n", + " wl = td.C_0 / freqs\n", + " power = np.asarray(power_da.data).squeeze()\n", + " order = np.argsort(wl)\n", + " wl = wl[order]\n", + " power = power[order]\n", + "\n", + " if wavelengths is None:\n", + " wavelengths = wl\n", + "\n", + " linear_spectra.append(power)\n", + "\n", + "linear_array = np.vstack(linear_spectra)\n", + "nominal_index = ordered_names.index(\"nominal\")\n", + "nominal_spectrum = linear_array[nominal_index]" + ] + }, + { + "cell_type": "markdown", + "id": "86096b73", + "metadata": {}, + "source": [ + "Once the solver responses return, we stack them into a 2D array and compute statistics such as the mean trace, percentile envelope, and nominal curve for direct comparison." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a5594acf", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "\n", + "for name, spectrum in zip(ordered_names, linear_array):\n", + " if name == \"nominal\":\n", + " continue\n", + " spectrum_db = 10 * np.log10(spectrum)\n", + " ax.plot(\n", + " wavelengths,\n", + " spectrum_db,\n", + " color=\"lightgray\",\n", + " alpha=0.6,\n", + " linewidth=1,\n", + " zorder=1,\n", + " )\n", + "\n", + "mean_spectrum = linear_array.mean(axis=0)\n", + "p10_spectrum = np.percentile(linear_array, 10, axis=0)\n", + "p90_spectrum = np.percentile(linear_array, 90, axis=0)\n", + "\n", + "ax.fill_between(\n", + " wavelengths,\n", + " 10 * np.log10(p10_spectrum),\n", + " 10 * np.log10(p90_spectrum),\n", + " color=\"tab:blue\",\n", + " alpha=0.18,\n", + " label=\"P10–P90\",\n", + " zorder=2,\n", + ")\n", + "ax.plot(\n", + " wavelengths,\n", + " 10 * np.log10(mean_spectrum),\n", + " color=\"tab:blue\",\n", + " linewidth=2,\n", + " linestyle=\"--\",\n", + " label=\"Mean\",\n", + " zorder=3,\n", + ")\n", + "ax.plot(\n", + " wavelengths,\n", + " 10 * np.log10(nominal_spectrum),\n", + " color=\"black\",\n", + " linewidth=2.5,\n", + " label=\"Nominal\",\n", + " zorder=4,\n", + ")\n", + "\n", + "ax.set_xlabel(\"Wavelength (µm)\")\n", + "ax.set_ylabel(\"Transmission (dB)\")\n", + "ax.set_title(\"Monte Carlo Ensemble of Spectra\")\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1543f365", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    value
    wavelength_um1.550000
    mean_linear0.554907
    mean_db2.557796
    std_linear0.027393
    std_db0.219866
    p10_linear0.517121
    p10_db2.864077
    p90_linear0.587606
    p90_db2.309138
    sigma_overlay0.025000
    sigma_spacer0.020000
    sigma_widths_si0.010000
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    " + ], + "text/plain": [ + " value\n", + "wavelength_um 1.550000\n", + "mean_linear 0.554907\n", + "mean_db 2.557796\n", + "std_linear 0.027393\n", + "std_db 0.219866\n", + "p10_linear 0.517121\n", + "p10_db 2.864077\n", + "p90_linear 0.587606\n", + "p90_db 2.309138\n", + "sigma_overlay 0.025000\n", + "sigma_spacer 0.020000\n", + "sigma_widths_si 0.010000" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def linear_to_loss_db(x):\n", + " return -10 * np.log10(x)\n", + "\n", + "\n", + "idx_center = np.argmin(np.abs(wavelengths - center_wavelength))\n", + "eta_center = linear_array[:, idx_center]\n", + "\n", + "mc_summary = {\n", + " \"wavelength_um\": wavelengths[idx_center],\n", + " \"mean_linear\": eta_center.mean(),\n", + " \"mean_db\": linear_to_loss_db(eta_center.mean()),\n", + " \"std_linear\": eta_center.std(ddof=1),\n", + " \"std_db\": linear_to_loss_db(eta_center.mean() - eta_center.std(ddof=1))\n", + " - linear_to_loss_db(eta_center.mean()),\n", + " \"p10_linear\": np.percentile(eta_center, 10),\n", + " \"p10_db\": linear_to_loss_db(np.percentile(eta_center, 10)),\n", + " \"p90_linear\": np.percentile(eta_center, 90),\n", + " \"p90_db\": linear_to_loss_db(np.percentile(eta_center, 90)),\n", + " \"sigma_overlay\": sigma_spec[\"overlay\"],\n", + " \"sigma_spacer\": sigma_spec[\"spacer\"],\n", + " \"sigma_widths_si\": sigma_spec[\"widths_si\"],\n", + "}\n", + "\n", + "pd.Series(mc_summary).to_frame(\"value\")" + ] + }, + { + "cell_type": "markdown", + "id": "4b23f290", + "metadata": {}, + "source": [ + "The helper converts the center-wavelength transmission into dB loss and aggregates mean, standard deviation, and percentile values. These single-number metrics offer a quick dashboard before moving on to more detailed adjoint sensitivities." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c34e6a8c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "eta_center_db = linear_to_loss_db(eta_center)\n", + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.hist(eta_center_db[1:], bins=\"auto\", color=\"tab:blue\", alpha=0.7, label=\"Samples\")\n", + "ax.axvline(eta_center_db[0], color=\"black\", linewidth=2, label=\"Nominal\")\n", + "ax.set_xlabel(f\"Transmission at {wavelengths[idx_center]:.3f} µm (dB)\")\n", + "ax.set_ylabel(\"Count\")\n", + "ax.set_title(\"Monte Carlo Transmission at Center Wavelength\")\n", + "ax.grid(True, alpha=0.3)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "134ec056", + "metadata": {}, + "source": [ + "## Adjoint" + ] + }, + { + "cell_type": "markdown", + "id": "b74e025d", + "metadata": {}, + "source": [ + "### Linearized Sensitivity via Adjoint\n", + "\n", + "Before launching a full robust optimization we want directional information: which fabrication knobs most strongly impact coupling efficiency near the nominal point? The objective below evaluates a single perturbed simulation and, through `value_and_grad`, returns both the power and its gradient with respect to the overlay, spacer, and silicon-width errors." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "12db8468", + "metadata": {}, + "outputs": [], + "source": [ + "nominal = load_nominal_parameters(design_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "3ded3426", + "metadata": {}, + "outputs": [], + "source": [ + "def objective(params):\n", + " overlay_delta, spacer_delta, etch_bias = params\n", + " sim = make_simulation(\n", + " nominal[\"widths_si\"] + etch_bias,\n", + " nominal[\"gaps_si\"] - etch_bias,\n", + " nominal[\"widths_sin\"],\n", + " nominal[\"gaps_sin\"],\n", + " first_gap_si=nominal[\"first_gap_si\"] + overlay_delta,\n", + " first_gap_sin=nominal[\"first_gap_sin\"],\n", + " spacer_thickness=nominal[\"spacer_thickness\"] + spacer_delta,\n", + " )\n", + " sim_data = web.run(sim, task_name=\"gc_sensitivity_adj\", verbose=False)\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " target_power = power_da.sel(f=td.C_0 / center_wavelength, method=\"nearest\")\n", + " return target_power.item()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "2ad8a7d9", + "metadata": {}, + "outputs": [], + "source": [ + "params0 = np.zeros(3)\n", + "value, grad = value_and_grad(objective)(params0)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "52b48b49", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
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    \n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ordered = (\"overlay\", \"spacer\", \"widths_si\")\n", + "\n", + "grads = dict(zip(ordered, grad))\n", + "sigmas = {k: float(sigma_spec[k]) for k in ordered}\n", + "\n", + "grad_vec = np.fromiter((grads[k] for k in ordered), dtype=float)\n", + "sigma_vec = np.fromiter((sigmas[k] for k in ordered), dtype=float)\n", + "\n", + "# Linearized error propagation\n", + "scaled = grad_vec * sigma_vec\n", + "variance = scaled @ scaled\n", + "std = float(np.sqrt(variance))\n", + "\n", + "# 10th/90th percentiles for Gaussian assumption\n", + "z = 1.28155\n", + "p10 = value - z * std\n", + "p90 = value + z * std\n", + "\n", + "# Normalized variance contribution per parameter\n", + "if variance == 0.0:\n", + " importance_dict = dict.fromkeys(ordered, 0.0)\n", + "else:\n", + " importance_dict = {k: (s**2) / variance for k, s in zip(ordered, scaled)}\n", + "\n", + "adj_summary = {\n", + " \"mean_linear\": value,\n", + " \"std_linear\": std,\n", + " \"p10_linear\": p10,\n", + " \"p90_linear\": p90,\n", + " \"mean_db\": linear_to_loss_db(value),\n", + " \"p10_db\": linear_to_loss_db(p10),\n", + " \"p90_db\": linear_to_loss_db(p90),\n", + " \"importance\": importance_dict,\n", + "}\n", + "\n", + "result = {\n", + " \"center_wavelength_um\": center_wavelength,\n", + " \"sigmas\": sigmas,\n", + " \"gradients_linear\": grads,\n", + " \"summary\": adj_summary,\n", + "}\n", + "\n", + "adjoint_stats = pd.Series(\n", + " {\n", + " k: adj_summary[k]\n", + " for k in (\n", + " \"mean_linear\",\n", + " \"std_linear\",\n", + " \"p10_linear\",\n", + " \"p90_linear\",\n", + " \"mean_db\",\n", + " \"p10_db\",\n", + " \"p90_db\",\n", + " )\n", + " },\n", + " name=\"adjoint\",\n", + ")\n", + "adjoint_stats.to_frame().style.format(\"{:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "31b94606", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
     importance
    overlay0.035%
    spacer99.836%
    widths_si0.129%
    \n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "importance_ser = pd.Series(adj_summary[\"importance\"], name=\"importance\")\n", + "display(importance_ser.to_frame().style.format(\"{:.3%}\"))" + ] + }, + { + "cell_type": "markdown", + "id": "bdb03b8b", + "metadata": {}, + "source": [ + "### Interpreting Variance Contributions\n", + "\n", + "Normalizing the gradient-scaled sigmas reveals how much each parameter contributes to the linearized variance. Plotting the breakdown highlights the dominant sensitivities we should target when we redesign for robustness." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "f05343ad", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(7, 4))\n", + "ax.bar(importance_ser.index, importance_ser.values, alpha=0.75)\n", + "ax.set_ylim(0, 1)\n", + "ax.set_ylabel(\"Normalized variance contribution\")\n", + "ax.set_title(\"Adjoint Sensitivity Importance\")\n", + "ax.grid(axis=\"y\", alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b9eb1445", + "metadata": {}, + "source": [ + "## Comparison" + ] + }, + { + "cell_type": "markdown", + "id": "5dbc2987", + "metadata": {}, + "source": [ + "### Monte Carlo vs. Adjoint View\n", + "\n", + "Finally we line up the Monte Carlo results with the adjoint prediction. Agreement between the two lenses justifies replacing expensive sampling with cheaper gradient estimates in the next notebook, while any mismatch would signal nonlinearity that the linearized model misses." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "c3dcafd8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
     mean_linearstd_linearp10_linearp90_linearmean_dbp10_dbp90_db
    Monte Carlo0.55490.02740.51710.58762.55782.86412.3091
    Adjoint0.56820.03730.52040.61602.45512.83682.1042
    \n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "comparison = pd.DataFrame(\n", + " {\n", + " \"Monte Carlo\": {\n", + " \"mean_linear\": mc_summary[\"mean_linear\"],\n", + " \"std_linear\": mc_summary[\"std_linear\"],\n", + " \"p10_linear\": mc_summary[\"p10_linear\"],\n", + " \"p90_linear\": mc_summary[\"p90_linear\"],\n", + " \"mean_db\": mc_summary[\"mean_db\"],\n", + " \"p10_db\": mc_summary[\"p10_db\"],\n", + " \"p90_db\": mc_summary[\"p90_db\"],\n", + " },\n", + " \"Adjoint\": {\n", + " \"mean_linear\": adj_summary[\"mean_linear\"],\n", + " \"std_linear\": adj_summary[\"std_linear\"],\n", + " \"p10_linear\": adj_summary[\"p10_linear\"],\n", + " \"p90_linear\": adj_summary[\"p90_linear\"],\n", + " \"mean_db\": adj_summary[\"mean_db\"],\n", + " \"p10_db\": adj_summary[\"p10_db\"],\n", + " \"p90_db\": adj_summary[\"p90_db\"],\n", + " },\n", + " }\n", + ").T\n", + "\n", + "comparison.style.format(\"{:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "6d639979", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.hist(\n", + " eta_center,\n", + " bins=\"auto\",\n", + " color=\"lightgray\",\n", + " edgecolor=\"white\",\n", + " alpha=0.7,\n", + " density=True,\n", + " label=\"Monte Carlo\",\n", + ")\n", + "\n", + "x = np.linspace(eta_center.min() * 0.95, eta_center.max() * 1.05, 300)\n", + "pdf = norm.pdf(x, loc=adj_summary[\"mean_linear\"], scale=adj_summary[\"std_linear\"])\n", + "ax.plot(x, pdf, color=\"tab:red\", linewidth=2, linestyle=\"--\", label=\"Adjoint Gaussian\")\n", + "\n", + "ax.set_xlabel(f\"Transmission at {center_wavelength:.3f} µm (linear)\")\n", + "ax.set_ylabel(\"Density\")\n", + "ax.set_title(\"Monte Carlo vs Adjoint Sensitivity\")\n", + "ax.grid(True, alpha=0.3)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "025977d9", + "metadata": {}, + "source": [ + "## Analysis and Conclusion\n", + "\n", + "The ±20 nm sweep already hinted that the design is somewhat brittle: the peak efficiency drops by roughly a dB and the optimal wavelength shifts under bias. The Monte Carlo and adjoint statistics confirm that fabrication variability will erode performance across a wafer. To address this we need to optimize directly for robustness.\n", + "\n", + "## Next Step: Designing for Robustness\n", + "\n", + "In the next notebook we will incorporate the process variations into the objective function itself, searching for geometries that maintain high efficiency across the biased scenarios rather than just at the nominal point." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2025-10-09-invdes-seminar/04_adjoint_robust.ipynb b/2025-10-09-invdes-seminar/04_adjoint_robust.ipynb new file mode 100644 index 00000000..efb96f4e --- /dev/null +++ b/2025-10-09-invdes-seminar/04_adjoint_robust.ipynb @@ -0,0 +1,441 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ec818b9b", + "metadata": {}, + "source": [ + "# Robust Adjoint Optimization for Manufacturability\n", + "\n", + "> In the previous notebook, we discovered that our apodized grating is somewhat brittle: realistic ±20 nm fabrication errors can reduce efficiency by almost a decibel. A design that only works on paper is not a practical solution.\n", + "\n", + "> In this final notebook we incorporate fabrication awareness directly into the adjoint optimization loop. Instead of optimizing a single, nominal simulation, we will maximize the performance across multiple fabrication corners so the resulting device maintains high efficiency even when etched dimensions shift on the wafer." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b47bfd9", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "from copy import deepcopy\n", + "from pathlib import Path\n", + "\n", + "import autograd.numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import tidy3d as td\n", + "from autograd import value_and_grad\n", + "from optim import adam_update, apply_updates, clip_params, init_adam\n", + "from setup import (\n", + " center_wavelength,\n", + " first_gap_sin,\n", + " get_mode_monitor_power,\n", + " make_simulation,\n", + " max_gap_si,\n", + " max_gap_sin,\n", + " max_width_si,\n", + " max_width_sin,\n", + " min_gap_si,\n", + " min_gap_sin,\n", + " min_width_si,\n", + " min_width_sin,\n", + ")\n", + "from tidy3d import web\n", + "\n", + "ETCH_BIAS = 0.02 # 20 nm fabrication bias expressed in microns.\n", + "\n", + "\n", + "def apply_bias(param_dict, etch_bias):\n", + " \"\"\"Return a new parameter dictionary with widths widened by bias.\"\"\"\n", + " return {\n", + " \"widths_si\": param_dict[\"widths_si\"] + etch_bias,\n", + " \"gaps_si\": param_dict[\"gaps_si\"] - etch_bias,\n", + " \"widths_sin\": param_dict[\"widths_sin\"] + etch_bias,\n", + " \"gaps_sin\": param_dict[\"gaps_sin\"] - etch_bias,\n", + " \"first_gap_si\": param_dict[\"first_gap_si\"],\n", + " \"first_gap_sin\": param_dict[\"first_gap_sin\"],\n", + " }" + ] + }, + { + "cell_type": "markdown", + "id": "5aab0e16", + "metadata": {}, + "source": [ + "## Defining a Robust Multi-Objective Function\n", + "\n", + "We evaluate the design under three fabrication scenarios: nominal, over-etched (−20 nm), and under-etched (+20 nm). We then maximize the mean transmission and simultaneously minimize the standard deviation in performance between these different scenarios, which should lead to a more robust design overall. The amount of weight we place on the standard deviation minimization determines the tradeoff between nominal performance and robustness." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f55644b3", + "metadata": {}, + "outputs": [], + "source": [ + "STD_PENALTY = 2.0 # Penalty for standard deviation in power\n", + "\n", + "\n", + "def robust_objective(params):\n", + " freq0 = td.C_0 / center_wavelength\n", + " scenarios = {\n", + " \"nominal\": params,\n", + " \"over\": apply_bias(params, -ETCH_BIAS),\n", + " \"under\": apply_bias(params, ETCH_BIAS),\n", + " }\n", + "\n", + " sims = {\n", + " name: make_simulation(\n", + " scenario[\"widths_si\"],\n", + " scenario[\"gaps_si\"],\n", + " scenario[\"widths_sin\"],\n", + " scenario[\"gaps_sin\"],\n", + " first_gap_si=scenario[\"first_gap_si\"],\n", + " first_gap_sin=scenario[\"first_gap_sin\"],\n", + " )\n", + " for name, scenario in scenarios.items()\n", + " }\n", + "\n", + " batch_data = web.run_async(sims, verbose=False, local_gradient=True)\n", + "\n", + " powers = []\n", + " for name in (\"nominal\", \"over\", \"under\"):\n", + " sim_data = batch_data[name]\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " target_power = power_da.sel(f=freq0, method=\"nearest\")\n", + " powers.append(target_power.item())\n", + "\n", + " powers = np.array(powers)\n", + " mean_power = np.mean(powers)\n", + " variance = np.mean((powers - mean_power) ** 2)\n", + " std_power = np.sqrt(variance)\n", + " robust_metric = mean_power - STD_PENALTY * std_power\n", + "\n", + " return -robust_metric" + ] + }, + { + "cell_type": "markdown", + "id": "1f242f7e", + "metadata": {}, + "source": [ + "### Starting Point and Bounds\n", + "\n", + "We seed the optimizer with the fabrication-sensitive adjoint design and enforce the same foundry limits as before so the updates remain manufacturable." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d0e4d00e", + "metadata": {}, + "outputs": [], + "source": [ + "data = json.loads(Path(\"./results/gc_adjoint_best.json\").read_text(encoding=\"utf-8\"))\n", + "\n", + "num_iters = 40\n", + "\n", + "params0 = {\n", + " \"widths_si\": np.array(data[\"widths_si\"], dtype=float),\n", + " \"gaps_si\": np.array(data[\"gaps_si\"], dtype=float),\n", + " \"widths_sin\": np.array(data[\"widths_sin\"], dtype=float),\n", + " \"gaps_sin\": np.array(data[\"gaps_sin\"], dtype=float),\n", + " \"first_gap_si\": float(data[\"first_gap_si\"]),\n", + " \"first_gap_sin\": float(data.get(\"first_gap_sin\", first_gap_sin)),\n", + "}\n", + "\n", + "bounds = {\n", + " \"widths_si\": (min_width_si, max_width_si),\n", + " \"gaps_si\": (min_gap_si, max_gap_si),\n", + " \"widths_sin\": (min_width_sin, max_width_sin),\n", + " \"gaps_sin\": (min_gap_sin, max_gap_sin),\n", + " \"first_gap_si\": (None, None),\n", + " \"first_gap_sin\": (min_gap_sin, None),\n", + "}" + ] + }, + { + "cell_type": "markdown", + "id": "93e0619d", + "metadata": {}, + "source": [ + "## Running the Robust Optimization\n", + "\n", + "Starting from the adjoint-optimized design found earlier, we use Adam to minimize the robust objective." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fd52c91f", + "metadata": {}, + "outputs": [], + "source": [ + "vg_fun = value_and_grad(robust_objective)\n", + "params = deepcopy(params0)\n", + "opt_state = init_adam(params, lr=1e-3)\n", + "\n", + "objective_history = []\n", + "\n", + "for n in range(num_iters):\n", + " value, grad = vg_fun(params)\n", + " objective_value = -value\n", + "\n", + " objective_history.append(objective_value)\n", + " print(f\"iter {n}: objective={objective_value:.4f}\")\n", + "\n", + " updates, opt_state = adam_update(grad, opt_state)\n", + " params = apply_updates(params, updates)\n", + " params = clip_params(params, bounds)" + ] + }, + { + "cell_type": "markdown", + "id": "a509ddc7", + "metadata": {}, + "source": [ + "### Tracking Progress\n", + "\n", + "Plotting the objective over iterations lets us confirm that the robust objective steadily improves (higher is better)." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3732b06c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.plot(np.arange(len(objective_history)), objective_history, marker=\"o\")\n", + "ax.set_xlabel(\"Iteration\")\n", + "ax.set_ylabel(\"Objective\")\n", + "ax.set_title(\"Robust adjoint optimization history\")\n", + "ax.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "fb0cbd5c", + "metadata": {}, + "source": [ + "### Pre- and Post-Optimization Bias Sweeps\n", + "\n", + "To visualize the payoff, we re-run the ±20 nm fabrication corners for the original and robust designs. This mirrors the analysis step from the sensitivity notebook so we can compare apples to apples." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "90b134cd", + "metadata": {}, + "outputs": [], + "source": [ + "def to_numpy_params(param_dict):\n", + " \"\"\"Detach autograd arrays into plain numpy arrays for analysis/export.\"\"\"\n", + " return {\n", + " \"widths_si\": np.array(param_dict[\"widths_si\"], dtype=float),\n", + " \"gaps_si\": np.array(param_dict[\"gaps_si\"], dtype=float),\n", + " \"widths_sin\": np.array(param_dict[\"widths_sin\"], dtype=float),\n", + " \"gaps_sin\": np.array(param_dict[\"gaps_sin\"], dtype=float),\n", + " \"first_gap_si\": float(param_dict[\"first_gap_si\"]),\n", + " \"first_gap_sin\": float(param_dict[\"first_gap_sin\"]),\n", + " }\n", + "\n", + "\n", + "def run_bias_sweep(param_dict, task_prefix, bias=ETCH_BIAS):\n", + " \"\"\"Run nominal/over/under simulations and return spectra in linear scale.\"\"\"\n", + " scenarios = [\n", + " (\"Over-etched (-20 nm)\", apply_bias(param_dict, -bias)),\n", + " (\"Nominal\", param_dict),\n", + " (\"Under-etched (+20 nm)\", apply_bias(param_dict, bias)),\n", + " ]\n", + "\n", + " sims = {\n", + " f\"{task_prefix}_{idx}\": make_simulation(\n", + " scenario[\"widths_si\"],\n", + " scenario[\"gaps_si\"],\n", + " scenario[\"widths_sin\"],\n", + " scenario[\"gaps_sin\"],\n", + " first_gap_si=scenario[\"first_gap_si\"],\n", + " first_gap_sin=scenario[\"first_gap_sin\"],\n", + " )\n", + " for idx, (_, scenario) in enumerate(scenarios)\n", + " }\n", + "\n", + " batch_data = web.run_async(sims, verbose=False)\n", + "\n", + " wavelengths = None\n", + " spectra = {}\n", + " for idx, (label, _) in enumerate(scenarios):\n", + " sim_data = batch_data[f\"{task_prefix}_{idx}\"]\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " freqs = power_da.coords[\"f\"].values\n", + " wl = td.C_0 / freqs\n", + " power = np.asarray(power_da.data).squeeze()\n", + " order = np.argsort(wl)\n", + " wl = wl[order]\n", + " power = power[order]\n", + " if wavelengths is None:\n", + " wavelengths = wl\n", + " spectra[label] = power\n", + " return wavelengths, spectra\n", + "\n", + "\n", + "params_initial = to_numpy_params(params0)\n", + "params_robust = to_numpy_params(params)\n", + "\n", + "w_before, spectra_before = run_bias_sweep(params_initial, \"gc_robust_bias_before\", bias=ETCH_BIAS)\n", + "w_after, spectra_after = run_bias_sweep(params_robust, \"gc_robust_bias_after\", bias=ETCH_BIAS)" + ] + }, + { + "cell_type": "markdown", + "id": "86af00bc", + "metadata": {}, + "source": [ + "## The Final Payoff: Visualizing Robustness\n", + "\n", + "The left panel shows how sensitive the previous design is to ±20 nm fabrication bias, while the right panel show the spectrum after robust optimization. We can see observe a slight shift in the spectra, but to make any quantitative statement, we'll not to run another sensitivity analysis, which we'll do in the next notebook." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5d3bb559", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "labels = [\"Over-etched (-20 nm)\", \"Nominal\", \"Under-etched (+20 nm)\"]\n", + "colors = {\n", + " \"Over-etched (-20 nm)\": \"tab:orange\",\n", + " \"Nominal\": \"tab:green\",\n", + " \"Under-etched (+20 nm)\": \"tab:blue\",\n", + "}\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 4), sharey=True)\n", + "\n", + "for label in labels:\n", + " axes[0].plot(\n", + " w_before,\n", + " 10 * np.log10(spectra_before[label]),\n", + " label=label,\n", + " color=colors[label],\n", + " linewidth=2 if label == \"Nominal\" else 1.6,\n", + " alpha=0.9,\n", + " )\n", + "\n", + "axes[0].set_title(\"Before robust optimization\")\n", + "axes[0].set_xlabel(\"Wavelength (µm)\")\n", + "axes[0].set_ylabel(\"Transmission (dB)\")\n", + "axes[0].grid(True, alpha=0.3)\n", + "\n", + "for label in labels:\n", + " axes[1].plot(\n", + " w_after,\n", + " 10 * np.log10(spectra_after[label]),\n", + " label=label,\n", + " color=colors[label],\n", + " linewidth=2 if label == \"Nominal\" else 1.6,\n", + " alpha=0.9,\n", + " )\n", + "\n", + "axes[1].set_title(\"After robust optimization\")\n", + "axes[1].set_xlabel(\"Wavelength (µm)\")\n", + "axes[1].grid(True, alpha=0.3)\n", + "axes[1].legend(loc=\"best\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a67bc8c6", + "metadata": {}, + "source": [ + "### Exporting the Robust Design\n", + "\n", + "Finally we save the fabrication-aware geometry so downstream notebooks - or a GDS handoff - can reuse it without re-running the optimization loop." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "64b37506", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved robust design to /home/yannick/flexcompute/worktrees/seminar_notebooks/docs/notebooks/2025-10-09-invdes-seminar/results/gc_adjoint_robust_best.json\n" + ] + } + ], + "source": [ + "export_path = Path(\"./results/gc_adjoint_robust_best.json\")\n", + "export_payload = {\n", + " \"widths_si\": params_robust[\"widths_si\"].tolist(),\n", + " \"gaps_si\": params_robust[\"gaps_si\"].tolist(),\n", + " \"widths_sin\": params_robust[\"widths_sin\"].tolist(),\n", + " \"gaps_sin\": params_robust[\"gaps_sin\"].tolist(),\n", + " \"first_gap_si\": params_robust[\"first_gap_si\"],\n", + " \"first_gap_sin\": params_robust[\"first_gap_sin\"],\n", + " \"etch_bias_modeled\": ETCH_BIAS,\n", + "}\n", + "\n", + "export_path.parent.mkdir(parents=True, exist_ok=True)\n", + "export_path.write_text(json.dumps(export_payload, indent=2), encoding=\"utf-8\")\n", + "print(f\"Saved robust design to {export_path.resolve()}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2025-10-09-invdes-seminar/05_robust_comparison.ipynb b/2025-10-09-invdes-seminar/05_robust_comparison.ipynb new file mode 100644 index 00000000..4666ab8c --- /dev/null +++ b/2025-10-09-invdes-seminar/05_robust_comparison.ipynb @@ -0,0 +1,427 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "c382ea91", + "metadata": {}, + "source": [ + "# Monte Carlo View: Nominal vs Robust Grating\n", + "\n", + "> The robust adjoint design trades a sliver of peak efficiency for tighter fabrication yield. Building on the fabrication-aware optimizer from the previous notebook, we now quantify how much that robustness actually helps under process variation.\n", + "\n", + "> This notebook compares the nominal adjoint design against the robustness-optimized variant using a matched Monte Carlo experiment, highlighting the yield benefits of carrying fabrication awareness into the optimization loop." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "62860f03", + "metadata": { + "lines_to_next_cell": 2 + }, + "outputs": [], + "source": [ + "import json\n", + "from pathlib import Path\n", + "\n", + "import autograd.numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import tidy3d as td\n", + "from setup import (\n", + " center_wavelength,\n", + " default_spacer_thickness,\n", + " get_mode_monitor_power,\n", + " make_simulation,\n", + ")\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c5669f17", + "metadata": {}, + "outputs": [], + "source": [ + "design_paths = {\n", + " \"nominal\": Path(\"./results\") / \"gc_adjoint_best.json\",\n", + " \"robust\": Path(\"./results\") / \"gc_adjoint_robust_best.json\",\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3965c290", + "metadata": {}, + "outputs": [], + "source": [ + "def load_nominal_parameters(path):\n", + " \"\"\"Load a design JSON (Bayes or adjoint) into numpy-friendly fields.\"\"\"\n", + " data = json.loads(Path(path).read_text(encoding=\"utf-8\"))\n", + " return {\n", + " \"widths_si\": np.array(data[\"widths_si\"], dtype=float),\n", + " \"gaps_si\": np.array(data[\"gaps_si\"], dtype=float),\n", + " \"widths_sin\": np.array(data[\"widths_sin\"], dtype=float),\n", + " \"gaps_sin\": np.array(data[\"gaps_sin\"], dtype=float),\n", + " \"first_gap_si\": float(data[\"first_gap_si\"]),\n", + " \"first_gap_sin\": float(data[\"first_gap_sin\"]),\n", + " \"spacer_thickness\": default_spacer_thickness,\n", + " }\n", + "\n", + "\n", + "def make_variation_builder(nominal):\n", + " \"\"\"Return a closure that maps process deltas to a tidy3d Simulation.\"\"\"\n", + " base_widths_si = np.array(nominal[\"widths_si\"])\n", + " base_gaps_si = np.array(nominal[\"gaps_si\"])\n", + "\n", + " def builder(*, overlay_delta=0.0, spacer_delta=0.0, etch_bias=0.0):\n", + " # Etch bias widens features when positive and narrows them when\n", + " # negative, so widths grow with the bias while gaps shrink, mirroring\n", + " # the fabrication effect of over/under etching.\n", + " pert_widths_si = base_widths_si + etch_bias\n", + " pert_gaps_si = base_gaps_si - etch_bias\n", + "\n", + " return make_simulation(\n", + " pert_widths_si,\n", + " pert_gaps_si,\n", + " nominal[\"widths_sin\"],\n", + " nominal[\"gaps_sin\"],\n", + " first_gap_si=nominal[\"first_gap_si\"] + overlay_delta,\n", + " first_gap_sin=nominal[\"first_gap_sin\"],\n", + " spacer_thickness=nominal[\"spacer_thickness\"] + spacer_delta,\n", + " )\n", + "\n", + " return builder" + ] + }, + { + "cell_type": "markdown", + "id": "113c27f0", + "metadata": {}, + "source": [ + "## Shared Monte Carlo Draws\n", + "We reuse the exact same random perturbations for both designs so any differences in the statistics stem from the geometry rather than sampling noise." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d773fdf8", + "metadata": {}, + "outputs": [], + "source": [ + "sigma_overlay = 0.025 # microns\n", + "sigma_spacer = 0.02\n", + "sigma_widths_si = 0.01\n", + "\n", + "seed = 42\n", + "num_mc_samples = 100\n", + "\n", + "sigma_vector = np.array([sigma_overlay, sigma_spacer, sigma_widths_si], dtype=float)\n", + "rng = np.random.default_rng(seed)\n", + "perturbations = rng.standard_normal(size=(num_mc_samples, sigma_vector.size)) * sigma_vector" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a20de9b6", + "metadata": {}, + "outputs": [], + "source": [ + "def run_monte_carlo(nominal_params, *, label=\"design\"):\n", + " \"\"\"Evaluate a design under shared Monte Carlo perturbations.\"\"\"\n", + " builder = make_variation_builder(nominal_params)\n", + "\n", + " sims = {\n", + " f\"{label}_nominal\": builder(),\n", + " }\n", + " for idx, (overlay_delta, spacer_delta, etch_bias) in enumerate(perturbations):\n", + " sims[f\"{label}_mc_{idx:03d}\"] = builder(\n", + " overlay_delta=overlay_delta,\n", + " spacer_delta=spacer_delta,\n", + " etch_bias=etch_bias,\n", + " )\n", + "\n", + " batch = web.run_async(sims, verbose=False)\n", + " freq0 = td.C_0 / center_wavelength\n", + "\n", + " nominal_value = None\n", + " sample_values = []\n", + "\n", + " for key in sims:\n", + " sim_data = batch[key]\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " center_power = power_da.sel(f=freq0, method=\"nearest\").item()\n", + " if key.endswith(\"nominal\"):\n", + " nominal_value = float(center_power)\n", + " else:\n", + " sample_values.append(float(center_power))\n", + "\n", + " return {\n", + " \"nominal\": nominal_value,\n", + " \"samples\": np.array(sample_values, dtype=float),\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a816af68", + "metadata": {}, + "outputs": [], + "source": [ + "design_results = {}\n", + "for label, path in design_paths.items():\n", + " params = load_nominal_parameters(path)\n", + " design_results[label] = run_monte_carlo(params, label=label)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "7d575288", + "metadata": {}, + "outputs": [], + "source": [ + "def linear_to_loss_db(values):\n", + " \"\"\"Convert linear transmission to loss in dB (positive = loss).\"\"\"\n", + " linear = np.clip(np.array(values, dtype=float), 1e-12, None)\n", + " return -10.0 * np.log10(linear)\n", + "\n", + "\n", + "def summarize(center_samples):\n", + " \"\"\"Compute summary statistics in linear and dB scales.\"\"\"\n", + " linear = np.array(center_samples, dtype=float)\n", + " stats = {\n", + " \"mean_linear\": np.mean(linear),\n", + " \"std_linear\": np.std(linear, ddof=0),\n", + " \"p10_linear\": np.percentile(linear, 10),\n", + " \"p90_linear\": np.percentile(linear, 90),\n", + " }\n", + "\n", + " loss_db = linear_to_loss_db(linear)\n", + " stats.update(\n", + " {\n", + " \"mean_db\": np.mean(loss_db),\n", + " \"p10_db\": np.percentile(loss_db, 10),\n", + " \"p90_db\": np.percentile(loss_db, 90),\n", + " }\n", + " )\n", + " return stats" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "254e0dfb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    mean_linearstd_linearp10_linearp90_linearmean_dbp10_dbp90_db
    nominal0.5547740.0273610.5170670.5877822.5642352.3078422.864534
    robust0.5611300.0282890.5227490.5982932.5149482.2308602.817066
    \n", + "
    " + ], + "text/plain": [ + " mean_linear std_linear p10_linear p90_linear mean_db p10_db \\\n", + "nominal 0.554774 0.027361 0.517067 0.587782 2.564235 2.307842 \n", + "robust 0.561130 0.028289 0.522749 0.598293 2.514948 2.230860 \n", + "\n", + " p90_db \n", + "nominal 2.864534 \n", + "robust 2.817066 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "summary = {label: summarize(result[\"samples\"]) for label, result in design_results.items()}\n", + "summary_df = pd.DataFrame(summary).T\n", + "summary_df" + ] + }, + { + "cell_type": "markdown", + "id": "2d4819ee", + "metadata": {}, + "source": [ + "## Distribution of Center-Wavelength Loss\n", + "Both designs now face identical process draws. The plot below overlays the center wavelength loss distributions in dB. Dashed vertical lines mark the nominal (unperturbed) efficiency for each design." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "828f2601", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "bins = \"auto\"\n", + "colors = {\n", + " \"nominal\": \"tab:blue\",\n", + " \"robust\": \"tab:green\",\n", + "}\n", + "\n", + "for label, result in design_results.items():\n", + " losses_db = linear_to_loss_db(result[\"samples\"])\n", + " ax.hist(\n", + " losses_db,\n", + " bins=bins,\n", + " alpha=0.6,\n", + " label=f\"{label.capitalize()} design\",\n", + " color=colors.get(label, None),\n", + " edgecolor=\"white\",\n", + " )\n", + " nominal_loss = linear_to_loss_db([result[\"nominal\"]])[0]\n", + " ax.axvline(\n", + " nominal_loss,\n", + " color=colors.get(label, None),\n", + " linestyle=\"--\",\n", + " linewidth=2,\n", + " )\n", + "\n", + "ax.set_xlabel(\"Center wavelength loss (dB)\")\n", + "ax.set_ylabel(\"Sample count\")\n", + "ax.set_title(\"Monte Carlo comparison at shared perturbations\")\n", + "ax.legend()\n", + "ax.grid(alpha=0.25)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "ff18ff1a", + "metadata": {}, + "source": [ + "## What the numbers say\n", + "\n", + "Both designs were tested under identical Monte Carlo perturbations (N = 100, σₒᵥₑᵣₗₐᵧ = 25 nm, σₛₚₐcₑᵣ = 20 nm, σ_wᵢdₜₕ = 10 nm) and evaluated at the center wavelength.\n", + "\n", + "**Results:**\n", + "\n", + "* **Average loss:** Robust 2.51 dB vs nominal 2.56 dB (Δ = −0.05 dB). In linear scale, that’s 0.561 vs 0.555, or about **+1.1 % higher mean transmission.**\n", + "* **Variability:** Standard deviation (linear) increases slightly (0.027 -> 0.028, **+3 %**), suggesting a comparable level of fluctuation between samples.\n", + "* **Spread (10th–90th percentile):** 0.0707 -> 0.0755 (**+7 %**) - a slightly broader distribution.\n", + "* **Tails:**\n", + " 90th-percentile loss improves (2.86 -> 2.82 dB, **better worst-case**).\n", + " 10th-percentile loss worsens (2.31 -> 2.23 dB, **slightly lower best-case**).\n", + "\n", + "**In short:**\n", + "The robust design maintains essentially the same overall spread but shifts the entire distribution slightly toward lower loss. While variability remains comparable, the robust version delivers **a modest boost in average transmission and improved worst-case performance**, at the cost of a marginally weaker best-case - a balanced, realistic outcome consistent with fabrication-aware optimization." + ] + }, + { + "cell_type": "markdown", + "id": "45517bad", + "metadata": {}, + "source": [ + "At first glance, the numbers may not seem dramatic, but the difference is real and meaningful. \n", + "Even a few hundredths of a decibel can translate to higher wafer-level yield when scaled to thousands of devices. \n", + "It’s also worth remembering that the specific magnitude depends on many details of the experiment:\n", + "\n", + "- How and when robustness was introduced into the optimization (for example, from the start or as a final fine-tuning). \n", + "- The starting point, optimizer settings, and number of iterations used. \n", + "- The perturbation model and its assumed standard deviations or correlations. \n", + "- The type of device. Grating couplers are quite resonant and inherently sensitive to fabrication noise, so they tend to show smaller relative gains.\n", + "\n", + "This notebook is meant as a conceptual demonstration rather than an exhaustive benchmark. \n", + "There are many other ways to define and train for robustness, and exploring them is part of what makes photonic inverse design both challenging and exciting." + ] + } + ], + "metadata": { + "jupytext": { + "cell_metadata_filter": "-all", + "encoding": "# coding: utf-8", + "executable": "/usr/bin/env python", + "main_language": "python", + "notebook_metadata_filter": "-all" + }, + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2025-10-09-invdes-seminar/06_measurement_calibration.ipynb b/2025-10-09-invdes-seminar/06_measurement_calibration.ipynb new file mode 100644 index 00000000..8f4e22bc --- /dev/null +++ b/2025-10-09-invdes-seminar/06_measurement_calibration.ipynb @@ -0,0 +1,474 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "9bce848f", + "metadata": {}, + "source": [ + " Measurement Calibration: Bridging Simulation and Fabrication\n", + "\n", + "> Our robust adjoint design is ready for fabrication, but once real devices come back from the foundry, their spectral responses rarely match the nominal simulation exactly. In this notebook we demonstrate a way to calibrate the simulation model to match measured data using adjoint optimization, recovering the as-built geometry so subsequent optimization or analysis stays grounded in reality.\n", + "\n", + "Just as we used gradient-based optimization with adjoint derivatives to design the device, we can apply the same approach to calibrate fabrication parameters. Instead of optimizing geometric features to achieve a target performance, we now optimize fabrication corners (like width bias, etch depth, or sidewall angle) to match measured spectral data. Because we're using adjoint sensitivities, this approach scales efficiently to many parameters - real-world calibration often involves multiple fabrication variables simultaneously, and adjoint lets us handle that complexity with the same computational efficiency we saw during design." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0563acbd", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "from copy import deepcopy\n", + "from pathlib import Path\n", + "\n", + "import autograd.numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import numpy as npl\n", + "import tidy3d as td\n", + "from autograd import value_and_grad\n", + "from optim import adam_update, apply_updates, clip_params, init_adam\n", + "from setup import get_mode_monitor_power, make_simulation, widths_gaps_to_centers\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "markdown", + "id": "411c06f4", + "metadata": {}, + "source": [ + "## Calibration Workflow Overview\n", + "\n", + "We assume access to three ingredients:\n", + "1. The robust nominal design.\n", + "2. A measured spectrum from fabricated hardware (here we synthesize one by applying a known bias and measurement noise).\n", + "3. A differentiable simulation model we can tune so the simulated spectrum matches the measured data.\n", + "\n", + "The goal is to infer the effective SiN tooth widths that best reproduce the measurement, keeping the digital twin aligned with the hardware. We'll use gradient-based optimization driven by adjoint sensitivities - the same computational engine that powered our design optimization - to efficiently tune the fabrication parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "93eda25c", + "metadata": {}, + "outputs": [], + "source": [ + "def centers_widths_to_spacing(centers, widths, *, last_gap):\n", + " \"\"\"Return (first_gap, gaps) that preserve the supplied centers.\"\"\"\n", + " centers = np.array(centers)\n", + " widths = np.array(widths)\n", + " if widths.size == 0:\n", + " return 0.0, np.zeros_like(widths)\n", + " left_edges = centers - widths / 2\n", + " right_edges = centers + widths / 2\n", + " first_gap = left_edges[0]\n", + " if widths.size == 1:\n", + " gaps = np.array([last_gap], dtype=widths.dtype)\n", + " else:\n", + " interior = left_edges[1:] - right_edges[:-1]\n", + " gaps = np.concatenate((interior, np.array([last_gap], dtype=widths.dtype)))\n", + " return first_gap, gaps\n", + "\n", + "\n", + "def extract_spectrum(sim_data):\n", + " \"\"\"Return (freqs, power) from the mode monitor of `sim_data`.\"\"\"\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " freqs = power_da.coords[\"f\"].values\n", + " power = np.array(power_da.data).squeeze()\n", + " return freqs, power\n", + "\n", + "\n", + "def to_wavelength_db(freqs, power):\n", + " \"\"\"Convert a spectrum to (wavelength, power_db) sorted by wavelength.\"\"\"\n", + " wavelengths = td.C_0 / freqs\n", + " order = np.argsort(wavelengths)\n", + " wl = wavelengths[order]\n", + " power_lin = np.array(power)[order]\n", + " power_db = 10 * np.log10(np.clip(power_lin, 1e-12, None))\n", + " return wl, power_db" + ] + }, + { + "cell_type": "markdown", + "id": "560fa555", + "metadata": {}, + "source": [ + "## Generating Reference and Synthetic Measurement Data\n", + "\n", + "The baseline spectrum corresponds to the calibrated simulation before any fabrication shifts. To emulate a measured device we create a second spectrum with a uniform +20 nm SiN width bias and add multiplicative noise, representing typical measurement variability." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "99b48095", + "metadata": {}, + "outputs": [], + "source": [ + "rng = npl.random.default_rng(1234)\n", + "\n", + "robust_path = Path(\"./results\") / \"gc_adjoint_robust_best.json\"\n", + "\n", + "robust_data = json.loads(robust_path.read_text(encoding=\"utf-8\"))\n", + "widths_si_nominal = np.array(robust_data[\"widths_si\"], dtype=float)\n", + "gaps_si_nominal = np.array(robust_data[\"gaps_si\"], dtype=float)\n", + "widths_sin_nominal = np.array(robust_data[\"widths_sin\"], dtype=float)\n", + "gaps_sin_nominal = np.array(robust_data[\"gaps_sin\"], dtype=float)\n", + "first_gap_si_nominal = float(robust_data[\"first_gap_si\"])\n", + "first_gap_sin_nominal = float(robust_data[\"first_gap_sin\"])\n", + "\n", + "sin_centers, _ = widths_gaps_to_centers(\n", + " widths_sin_nominal, gaps_sin_nominal, first_gap=first_gap_sin_nominal\n", + ")\n", + "sin_last_gap_template = gaps_sin_nominal[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "10ffbfde", + "metadata": {}, + "outputs": [], + "source": [ + "# Baseline spectrum from the robust design provides the \"uncalibrated\" reference.\n", + "baseline_sim = make_simulation(\n", + " widths_si_nominal,\n", + " gaps_si_nominal,\n", + " widths_sin_nominal,\n", + " gaps_sin_nominal,\n", + " first_gap_si=first_gap_si_nominal,\n", + " first_gap_sin=first_gap_sin_nominal,\n", + ")\n", + "baseline_data = web.run(baseline_sim, task_name=\"gc_measurement_baseline\", verbose=False)\n", + "base_freqs, base_power = extract_spectrum(baseline_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "fde907a9", + "metadata": {}, + "outputs": [], + "source": [ + "# Synthetic measurement: apply a uniform width bias to the SiN layer.\n", + "global_bias = 0.02\n", + "biased_widths_sin = widths_sin_nominal + global_bias\n", + "biased_first_gap_sin, biased_gaps_sin = centers_widths_to_spacing(\n", + " sin_centers, biased_widths_sin, last_gap=sin_last_gap_template\n", + ")\n", + "\n", + "measurement_sim = make_simulation(\n", + " widths_si_nominal,\n", + " gaps_si_nominal,\n", + " biased_widths_sin,\n", + " biased_gaps_sin,\n", + " first_gap_si=first_gap_si_nominal,\n", + " first_gap_sin=biased_first_gap_sin,\n", + ")\n", + "measurement_data = web.run(measurement_sim, task_name=\"gc_measurement_truth\", verbose=False)\n", + "meas_freqs, meas_power = extract_spectrum(measurement_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4578da12", + "metadata": {}, + "outputs": [], + "source": [ + "tooth_indices = npl.arange(1, biased_widths_sin.size + 1)\n", + "\n", + "noise_sigma = 0.01\n", + "noise = rng.normal(scale=noise_sigma, size=meas_power.shape)\n", + "noisy_power = np.clip(meas_power * (1.0 + noise), 1e-12, None)\n", + "\n", + "target_power = np.array(noisy_power, dtype=float)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "7f44a851", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wl_base, base_db = to_wavelength_db(base_freqs, base_power)\n", + "wl_meas, meas_db = to_wavelength_db(meas_freqs, noisy_power)\n", + "\n", + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.plot(wl_base, base_db, label=\"Simulated (nominal)\", linewidth=2)\n", + "ax.plot(\n", + " wl_meas,\n", + " meas_db,\n", + " label=\"Measured (synthetic)\",\n", + " linewidth=2,\n", + " linestyle=\"--\",\n", + ")\n", + "ax.set_xlabel(\"Wavelength (um)\")\n", + "ax.set_ylabel(\"Transmission (dB)\")\n", + "ax.set_title(\"Simulated vs Measured Spectrum\")\n", + "ax.grid(True, alpha=0.3)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "d3b8fde5", + "metadata": {}, + "source": [ + "## Calibration Objective\n", + "\n", + "We adjust the SiN tooth widths so the simulated spectrum matches the measured one. The loss is the mean-squared error between spectra sampled at the monitor frequencies, optimized with Adam while respecting fabrication bounds.\n", + "\n", + "In this example we optimize a single global width bias, which is a one-dimensional problem that could also be solved with simpler techniques like bisection or line search. However, we're showcasing adjoint optimization here because real calibration scenarios often involve multiple correlated fabrication parameters (width bias, etch depth, sidewall angle, material index shifts, etc.) and adjoint derivatives make it practical to optimize all of them simultaneously. This demonstration establishes the workflow that scales naturally to those multi-parameter calibration problems." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d91af149", + "metadata": {}, + "outputs": [], + "source": [ + "def objective(params):\n", + " bias = params[\"bias\"]\n", + " widths_sin = widths_sin_nominal + bias\n", + " first_gap_sin, gaps_sin = centers_widths_to_spacing(\n", + " sin_centers, widths_sin, last_gap=sin_last_gap_template\n", + " )\n", + " sim = make_simulation(\n", + " widths_si_nominal,\n", + " gaps_si_nominal,\n", + " widths_sin,\n", + " gaps_sin,\n", + " first_gap_si=first_gap_si_nominal,\n", + " first_gap_sin=first_gap_sin,\n", + " )\n", + " sim_data = web.run(sim, task_name=\"gc_measurement_calibration_opt\", verbose=False)\n", + " power_da = get_mode_monitor_power(sim_data)\n", + " power = np.array(power_da.data).squeeze()\n", + " diff = power - target_power\n", + " return np.mean(diff**2)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "a2b4a5fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "iter 0: mse=1.168650e-04, bias=0.000000\n", + "iter 1: mse=9.655110e-05, bias=0.002000\n", + "iter 2: mse=8.147495e-05, bias=0.003991\n", + "iter 3: mse=6.712432e-05, bias=0.005965\n", + "iter 4: mse=5.820263e-05, bias=0.007910\n", + "iter 5: mse=4.864759e-05, bias=0.009820\n", + "iter 6: mse=4.191141e-05, bias=0.011675\n", + "iter 7: mse=3.766940e-05, bias=0.013464\n", + "iter 8: mse=3.487550e-05, bias=0.015177\n", + "iter 9: mse=3.235886e-05, bias=0.016812\n", + "iter 10: mse=3.058458e-05, bias=0.018360\n", + "iter 11: mse=2.997697e-05, bias=0.019815\n" + ] + } + ], + "source": [ + "params0 = {\"bias\": 0.0}\n", + "bounds = {\"bias\": (-0.05, 0.05)}\n", + "\n", + "vg_fun = value_and_grad(objective)\n", + "params = deepcopy(params0)\n", + "opt_state = init_adam(params, lr=2e-3)\n", + "\n", + "mse_history = []\n", + "bias_history = []\n", + "best_value = float(\"inf\")\n", + "best_params = deepcopy(params)\n", + "num_iters = 12\n", + "for n in range(num_iters):\n", + " value, grad = vg_fun(params)\n", + " value_float = float(value)\n", + " mse_history.append(value_float)\n", + " bias_history.append(float(params[\"bias\"]))\n", + " print(f\"iter {n}: mse={value_float:.6e}, bias={float(params['bias']):.6f}\")\n", + "\n", + " if value_float < best_value:\n", + " best_value = value_float\n", + " best_params = deepcopy(params)\n", + "\n", + " updates, opt_state = adam_update(grad, opt_state)\n", + " params = apply_updates(params, updates)\n", + " params = clip_params(params, bounds)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "702147d6", + "metadata": {}, + "outputs": [], + "source": [ + "optimized_bias = best_params[\"bias\"]\n", + "calibrated_widths_sin = widths_sin_nominal + optimized_bias\n", + "calibrated_first_gap_sin, calibrated_gaps_sin = centers_widths_to_spacing(\n", + " sin_centers, calibrated_widths_sin, last_gap=sin_last_gap_template\n", + ")\n", + "\n", + "calibrated_sim = make_simulation(\n", + " widths_si_nominal,\n", + " gaps_si_nominal,\n", + " calibrated_widths_sin,\n", + " calibrated_gaps_sin,\n", + " first_gap_si=first_gap_si_nominal,\n", + " first_gap_sin=calibrated_first_gap_sin,\n", + ")\n", + "calibrated_data = web.run(\n", + " calibrated_sim, task_name=\"gc_measurement_calibration_final\", verbose=False\n", + ")\n", + "calib_freqs, calib_power = extract_spectrum(calibrated_data)\n", + "wl_calib, calib_db = to_wavelength_db(calib_freqs, calib_power)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "70ab2c7b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.plot(npl.arange(len(bias_history)), bias_history, marker=\"o\", label=\"Optimized\", linewidth=2)\n", + "ax.axhline(0.0, color=\"tab:blue\", linestyle=\"--\", linewidth=2, label=\"Simulated (nominal)\")\n", + "ax.axhline(\n", + " global_bias, color=\"tab:orange\", linestyle=\"--\", linewidth=2, label=\"Fabricated (target)\"\n", + ")\n", + "ax.set_xlabel(\"Iteration\")\n", + "ax.set_ylabel(\"Global width deviation (µm)\")\n", + "ax.set_title(\"Measurement Calibration\")\n", + "ax.grid(True, alpha=0.3)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "526a3744", + "metadata": {}, + "source": [ + "After optimization, the width deviation matches the \"fabricated\" one very well. Note that the match is not perfect, although the remaining discrepancy is due to the convergence properties of the optimizer - running more iterations would further reduce the error." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "16fcbb46", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(6, 4))\n", + "ax.plot(\n", + " wl_base,\n", + " base_db,\n", + " label=\"Before optimization\",\n", + " linewidth=2,\n", + ")\n", + "ax.plot(\n", + " wl_calib,\n", + " calib_db,\n", + " label=\"After optimization\",\n", + " linewidth=2,\n", + ")\n", + "ax.plot(\n", + " wl_meas,\n", + " meas_db,\n", + " label=\"Measured (synthetic)\",\n", + " linewidth=1.5,\n", + " linestyle=\"--\",\n", + " alpha=0.7,\n", + ")\n", + "ax.set_xlabel(\"Wavelength (um)\")\n", + "ax.set_ylabel(\"Transmission (dB)\")\n", + "ax.set_title(\"Spectrum Before vs After Calibration\")\n", + "ax.grid(True, alpha=0.3)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "030bb489", + "metadata": {}, + "source": [ + "## Takeaways\n", + "\n", + "By calibrating the simulation to match measurement we keep the model and fabricated hardware in sync. Combined with robust optimization this closes the loop between design, fabrication, and test, enabling faster debug and higher-yield deployment of inverse-designed photonics.\n", + "\n", + "Key advantages of the gradient-based approach:\n", + "- **Scalability**: Adjoint derivatives allow efficient optimization of many fabrication parameters simultaneously (width bias, etch depth, sidewall angle, material variations, etc.) without a combinatorial explosion in computational cost.\n", + "- **Versatility**: The same optimization framework used for device design applies seamlessly to calibration, demonstrating the broad applicability of adjoint methods across the photonics workflow.\n", + "- **Precision**: Gradient information enables faster convergence to accurate parameter estimates compared to gradient-free methods, especially important when calibration involves expensive simulations." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2025-10-09-invdes-seminar/README.rst b/2025-10-09-invdes-seminar/README.rst new file mode 100644 index 00000000..9ca83f5e --- /dev/null +++ b/2025-10-09-invdes-seminar/README.rst @@ -0,0 +1,43 @@ +Inverse Design Seminar Demos +============================ + +These notebooks track the inverse-designed dual-layer grating coupler workflow presented during the October 9, 2025 seminar. Start with the simulation setup, follow the optimization and robustness studies, and finish with a calibration example that ties measurements back into the digital twin. + +Seminar recording: `YouTube link `_ + +Repository Layout +----------------- +- ``00_setup_guide.ipynb`` - builds the baseline Tidy3D simulation for a dual-layer grating coupler and visualizes the initial, uniform geometry. +- ``01_bayes.ipynb`` - performs a five-parameter Bayesian optimization to locate a high-performing uniform grating without gradient information. +- ``02_adjoint.ipynb`` - expands to per-tooth parameters and applies adjoint gradients with Adam to apodize the grating and boost peak efficiency. +- ``03_sensitivity.ipynb`` - quantifies fabrication variability through plus or minus 20 nm bias sweeps, Monte Carlo sampling, and adjoint-based sensitivity analysis. +- ``04_adjoint_robust.ipynb`` - optimizes the adjoint design against nominal, over, and under etch corners by penalizing performance variance. +- ``05_robust_comparison.ipynb`` - reruns the Monte Carlo experiment with the robust and nominal designs side by side to measure yield improvements. +- ``06_measurement_calibration.ipynb`` - demonstrates how adjoint gradients can back-fit SiN widths so simulated spectra line up with measured (synthetic) data. + +Supporting assets +----------------- +- ``setup.py`` - shared simulation utilities, geometry constraints, and helper routines used across the series. +- ``optim.py`` - lightweight, autograd-friendly Adam implementation plus parameter clipping helpers. +- ``results/`` - JSON snapshots of intermediate designs (Bayesian best guess, adjoint refinements, robust solution) consumed by later notebooks. + +Getting Started +--------------- +#. Install dependencies (Python 3.10 or newer recommended): + + .. code-block:: bash + + pip install tidy3d bayes_opt autograd pandas matplotlib scipy + + You also need an active Tidy3D account and API access since every notebook submits jobs with ``tidy3d.web.run``. + +#. Launch Jupyter and open the notebooks in numerical order; each one assumes the prior results exist in ``results/``. + +Suggested Workflow +------------------ +- Use ``00_setup_guide.ipynb`` to verify your environment and understand the baseline geometry. +- Iterate through optimization (``01`` to ``04``) to see how global and local methods complement each other. +- Leverage the sensitivity and comparison notebooks (``03`` and ``05``) when you need wafer-level statistics. +- Apply ``06_measurement_calibration.ipynb`` after you gather measured spectra to keep your model synced with hardware. + +Enjoy the seminar content, and reach out if you adapt these workflows to your own devices. diff --git a/2025-10-09-invdes-seminar/optim.py b/2025-10-09-invdes-seminar/optim.py new file mode 100644 index 00000000..a73a2761 --- /dev/null +++ b/2025-10-09-invdes-seminar/optim.py @@ -0,0 +1,132 @@ +"""Utility routines for functional-style optimization in the tutorial notebooks. + +The helpers here avoid mutating inputs so they play nicely with autograd. +""" + +import autograd.numpy as np +from autograd.misc import flatten + + +def clip_params(params, bounds): + """Clip a parameter dictionary according to per-key bounds. + + Parameters + ---------- + params : dict[str, np.ndarray] + Dictionary mapping parameter names to array values. + bounds : dict[str, tuple[float | None, float | None]] + Lower and upper limits for each parameter. Missing keys default to no + clipping. ``None`` disables a bound on that side. + + Returns + ------- + dict[str, np.ndarray] + New dictionary with values clipped to the requested interval. + """ + clipped = {} + for key, value in params.items(): + lo, hi = bounds.get(key, (None, None)) + lo_val = -np.inf if lo is None else lo + hi_val = np.inf if hi is None else hi + clipped[key] = np.clip(value, lo_val, hi_val) + return clipped + + +def _flatten(tree): + """Return a flat representation of a pytree and its inverse transform.""" + flat, unflatten = flatten(tree) + return np.array(flat, dtype=float), unflatten + + +def init_adam(params, lr=1e-2, beta1=0.9, beta2=0.999, eps=1e-8): + """Initialize Adam optimizer state for a parameter pytree. + + Parameters + ---------- + params : dict[str, np.ndarray] + Current parameter values used to size the optimizer state. + lr : float = 1e-2 + Learning rate applied to each step. + beta1 : float = 0.9 + Exponential decay applied to the first moment estimate. + beta2 : float = 0.999 + Exponential decay applied to the second moment estimate. + eps : float = 1e-8 + Numerical stabilizer added inside the square-root denominator. + + Returns + ------- + dict[str, object] + Dictionary holding the Adam accumulator vectors and hyperparameters. + """ + flat_params, unflatten = _flatten(params) + state = { + "t": 0, + "m": np.zeros_like(flat_params), + "v": np.zeros_like(flat_params), + "unflatten": unflatten, + "lr": lr, + "beta1": beta1, + "beta2": beta2, + "eps": eps, + } + return state + + +def adam_update(grads, state): + """Compute Adam parameter updates from gradients and state. + + Parameters + ---------- + grads : dict[str, np.ndarray] + Gradient pytree with the same structure as the parameters. + state : dict[str, object] + Optimizer state returned by :func:`init_adam`. + + Returns + ------- + updates : dict[str, np.ndarray] + Parameter deltas that should be subtracted from the current values. + new_state : dict[str, object] + Updated optimiser state after incorporating the gradients. + """ + g_flat, _ = _flatten(grads) + t = state["t"] + 1 + + beta1 = state["beta1"] + beta2 = state["beta2"] + m = (1 - beta1) * g_flat + beta1 * state["m"] + v = (1 - beta2) * (g_flat * g_flat) + beta2 * state["v"] + + m_hat = m / (1 - beta1**t) + v_hat = v / (1 - beta2**t) + updates_flat = state["lr"] * (m_hat / (np.sqrt(v_hat) + state["eps"])) + + new_state = { + **state, + "t": t, + "m": m, + "v": v, + } + updates = state["unflatten"](updates_flat) + return updates, new_state + + +def apply_updates(params, updates): + """Apply additive updates to a parameter pytree. + + Parameters + ---------- + params : dict[str, np.ndarray] + Original parameter dictionary. + updates : dict[str, np.ndarray] + Update dictionary produced by :func:`adam_update`. + + Returns + ------- + dict[str, np.ndarray] + New dictionary with ``updates`` subtracted element-wise. + """ + p_flat, unflatten = _flatten(params) + u_flat, _ = _flatten(updates) + return unflatten(p_flat - u_flat) diff --git a/2025-10-09-invdes-seminar/results/gc_adjoint_best.json b/2025-10-09-invdes-seminar/results/gc_adjoint_best.json new file mode 100644 index 00000000..4e742d30 --- /dev/null +++ b/2025-10-09-invdes-seminar/results/gc_adjoint_best.json @@ -0,0 +1,73 @@ +{ + "widths_si": [ + 0.48262618509355615, + 0.5207667397076212, + 0.45559630741287455, + 0.46361599591364383, + 0.44415937806339206, + 0.4725359297284237, + 0.4897650205171269, + 0.43401055421044743, + 0.5470685569556949, + 0.36090417995022805, + 0.35112952011499815, + 0.25182851621035, + 0.2287991538613288, + 0.21772272282716135, + 0.5871457399636976 + ], + "gaps_si": [ + 0.6608377498745214, + 0.7153002966535659, + 0.6755416250853287, + 0.762711911245917, + 0.6957603543580327, + 0.6485980725930465, + 0.7270242877193821, + 0.6569877864900205, + 0.7434394276954258, + 0.8910689853995577, + 0.92010444487145, + 0.887662287039533, + 0.8439724990649012, + 0.7880932609023489, + 0.7992416233438039 + ], + "widths_sin": [ + 0.7891411537966333, + 0.6441362131696193, + 0.5221408734233975, + 0.31370712049190075, + 0.6036396259080945, + 0.5709134822507435, + 0.6102929883304251, + 0.5666814968867978, + 0.5911545201167835, + 0.5511240455381605, + 0.6759490391650566, + 0.424347404772533, + 0.4917036091769178, + 0.5990651442832533, + 0.7041841301345496 + ], + "gaps_sin": [ + 0.4541255482246594, + 0.4802605152344745, + 0.3, + 0.4914339475589058, + 0.5480930702315364, + 0.6026168524939672, + 0.6561924161853298, + 0.5934806415337143, + 0.478494886109227, + 0.44772190354423175, + 0.7331937769153588, + 0.6299485623886972, + 0.48849470041329063, + 0.35636407607194925, + 0.5135103145142313 + ], + "first_gap_si": -0.6720330444742626, + "first_gap_sin": 0.5035568088634116, + "target_power": 0.5676497430872463 +} \ No newline at end of file diff --git a/2025-10-09-invdes-seminar/results/gc_adjoint_robust_best.json b/2025-10-09-invdes-seminar/results/gc_adjoint_robust_best.json new file mode 100644 index 00000000..087d077c --- /dev/null +++ b/2025-10-09-invdes-seminar/results/gc_adjoint_robust_best.json @@ -0,0 +1,73 @@ +{ + "widths_si": [ + 0.4920388608057116, + 0.5269663382801457, + 0.47051077631906724, + 0.45640313960745277, + 0.4463409120598345, + 0.479710427467526, + 0.4926663437517315, + 0.44457287894940967, + 0.545014746020923, + 0.36598776983110565, + 0.3329813653191155, + 0.2468853437833761, + 0.23766189386793363, + 0.23602095263192163, + 0.5993116787228173 + ], + "gaps_si": [ + 0.6594384762369605, + 0.7075580062177993, + 0.6811015769993951, + 0.7457468608769762, + 0.6946555894542846, + 0.6444157147446795, + 0.7121732105630795, + 0.6468550006640721, + 0.7334476826411184, + 0.8848483116592654, + 0.926354310270442, + 0.9035257883720766, + 0.8629975364993915, + 0.8031133570655837, + 0.7992416233438039 + ], + "widths_sin": [ + 0.8194008890879501, + 0.654976203326419, + 0.5154062669153403, + 0.28937104202011993, + 0.5797843891332557, + 0.5547076037062613, + 0.6077917250899648, + 0.5628056343171124, + 0.5933617318869786, + 0.548751792878745, + 0.6887370577523546, + 0.41013832947358364, + 0.4913432960091517, + 0.6137520507037625, + 0.7155681547704924 + ], + "gaps_sin": [ + 0.45753036557675575, + 0.5098708096717812, + 0.3, + 0.49309132198664574, + 0.5499656317615206, + 0.6082880193683878, + 0.6647065648783161, + 0.6049556315727266, + 0.48280853554230346, + 0.45039397074013265, + 0.7420847046346506, + 0.6328210425726839, + 0.5020955912266114, + 0.3587164271526588, + 0.5135103145142313 + ], + "first_gap_si": -0.6811767256145679, + "first_gap_sin": 0.4802966569812285, + "etch_bias_modeled": 0.02 +} \ No newline at end of file diff --git a/2025-10-09-invdes-seminar/results/gc_bayes_opt_best.json b/2025-10-09-invdes-seminar/results/gc_bayes_opt_best.json new file mode 100644 index 00000000..1929f4fd --- /dev/null +++ b/2025-10-09-invdes-seminar/results/gc_bayes_opt_best.json @@ -0,0 +1,9 @@ +{ + "width_si": 0.3983180007432449, + "gap_si": 0.7992416233438039, + "width_sin": 0.5781958117277934, + "gap_sin": 0.5135103145142313, + "first_gap_si": -0.6933388041768698, + "target_power": 0.3425821844561507, + "coupling_loss_db": 4.652352257066546 +} \ No newline at end of file diff --git a/2025-10-09-invdes-seminar/setup.py b/2025-10-09-invdes-seminar/setup.py new file mode 100644 index 00000000..91f844ca --- /dev/null +++ b/2025-10-09-invdes-seminar/setup.py @@ -0,0 +1,410 @@ +"""Utilities for constructing and analyzing dual-layer grating coupler simulations. + +This script acts as a centralized configuration file, defining the physical +constants, geometric constraints, and core simulation-building functions used +throughout the seminar notebooks. + +Notes +----- +* All lengths are specified in micrometers to match the fabrication-scale + discussion in the accompanying tutorial notebooks. +* ``autograd.numpy`` is used instead of standard NumPy so that the same + functions seamlessly support gradient-based optimization workflows. +* ``getval`` extracts plain floats from Autograd tracers whenever we pass + values into Tidy3D constructors that expect concrete numbers. +""" + +from __future__ import annotations + +from typing import Sequence + +import autograd.numpy as np +import tidy3d as td +from autograd.tracer import getval + +inf = 1000 +buffer_left = 3.0 +buffer_right = 3.0 +buffer_bot = 2.0 +buffer_top = 0.5 + +substrate_index = 3.47 +box_index = 1.44 +si_index = 3.47 +sin_index = 2.0 + +substrate = td.Medium(permittivity=substrate_index**2) +box = td.Medium(permittivity=box_index**2) +si = td.Medium(permittivity=si_index**2) +sin = td.Medium(permittivity=sin_index**2) + +# Number of grating elements balances efficiency gains with simulation cost and +# a manageable optimization search space for a standard C-band coupler. +num_elements = 15 + +# Representative design-rule constraints to mirror ones typically found in silicon photonics processes. +# Maximums are not strictly necessary but are included to keep things within reasonable bounds. +min_width_si = 0.1 +min_gap_si = 0.2 +min_width_sin = 0.2 +min_gap_sin = 0.3 +max_width_si = 1.0 +max_gap_si = 1.0 +max_width_sin = 1.0 +max_gap_sin = 1.0 + +first_gap_si = -0.7 # First gap in silicon is effectively the layer offset. +first_gap_sin = 1.5 * min_gap_sin +default_spacer_thickness = 0.3 # Vertical separation between the two functional layers. + + +def _make_teeth_structure( + centers: np.ndarray, + widths: np.ndarray, + *, + center_z: float, + thickness: float, + medium: td.Medium, + name: str, +) -> tuple[td.Structure, np.ndarray]: + """Construct a ``td.Structure`` representing repeating grating teeth.""" + teeth = [ + td.Box(center=(center, 0, center_z), size=(width, inf, thickness)) + for center, width in zip(centers, widths) + ] + structure = td.Structure( + geometry=td.GeometryGroup(geometries=teeth), + medium=medium, + name=name, + ) + extent = centers + widths / 2 + return structure, extent + + +center_wavelength = 1.55 +min_steps_per_wvl = 20 +run_time = 1e-12 + + +def widths_gaps_to_centers( + widths: Sequence[float], + gaps: Sequence[float], + *, + first_gap: float, +) -> tuple[np.ndarray, np.ndarray]: + """Convert widths and gaps into center locations for rectangular grating teeth. + + Parameters + ---------- + widths : Sequence[float] + Ordered list of grating tooth widths in micrometers. + gaps : Sequence[float] + Ordered list of gaps between adjacent teeth in micrometers. The + sequence can have the same length as ``widths``; any extra entry is + automatically ignored. + first_gap : float + Offset between the start of the simulation coordinate system and the + leading edge of the first tooth, in micrometers. + + Returns + ------- + centers : np.ndarray + Array of tooth center positions in micrometers, aligned with the + simulation ``x`` axis. + widths : np.ndarray + Copy of the widths as a NumPy array (matching the Autograd backend). + """ + widths = np.array(widths) + gaps = np.array(gaps) + n = int(widths.size) + + gaps_interior = gaps[: n - 1] if n > 1 else gaps[:0] + if n == 0: + return widths[:0], widths + + combined = widths[:-1] + gaps_interior + cumulative = np.cumsum(combined) + prefix_offset = np.zeros(1, dtype=widths.dtype) + prefix = np.concatenate((prefix_offset, cumulative)) if cumulative.size else prefix_offset + centers = first_gap + prefix + widths / 2 + return centers, widths + + +def make_grating_structures( + widths_si: Sequence[float], + gaps_si: Sequence[float], + widths_sin: Sequence[float], + gaps_sin: Sequence[float], + *, + first_gap_si: float, + first_gap_sin: float, + box_thickness: float, + si_thickness: float, + spacer_thickness: float, + sin_thickness: float, +) -> tuple[list[td.Structure], dict[str, float]]: + """Return tidy3d structures for the dual-layer grating. + + Parameters + ---------- + widths_si : Sequence[float] + Silicon tooth widths in micrometers. + gaps_si : Sequence[float] + Silicon gaps in micrometers measured along ``x``. + widths_sin : Sequence[float] + Silicon nitride tooth widths in micrometers. + gaps_sin : Sequence[float] + Silicon nitride gaps in micrometers. + first_gap_si : float + Offset from the waveguide start to the first silicon tooth, in + micrometers. + first_gap_sin : float + Offset from the silicon nitride waveguide to its first tooth, in + micrometers. + box_thickness : float + Buried oxide thickness in micrometers. + si_thickness : float + Silicon device layer thickness in micrometers. + spacer_thickness : float + Spacer between silicon and silicon nitride layers in micrometers. + sin_thickness : float + Silicon nitride layer thickness in micrometers. + + Returns + ------- + structures : list[td.Structure] + Collection of Tidy3D structures representing the full coupler stack. + geometry_info : dict[str, float] + Dictionary with geometry references used to size the simulation domain + and place sources/monitors. The keys are ``"c_sin"`` (center of the + silicon nitride waveguide) and ``"x_gc"`` (end of the patterned region). + """ + c_si, w_si = widths_gaps_to_centers(widths_si, gaps_si, first_gap=first_gap_si) + c_sin, w_sin = widths_gaps_to_centers(widths_sin, gaps_sin, first_gap=first_gap_sin) + + structures: list[td.Structure] = [] + substrate_geom = td.Box.from_bounds((-inf, -inf, -inf), (inf, inf, 0)) + structures.append( + td.Structure( + geometry=substrate_geom, + medium=substrate, + name="substrate", + ) + ) + + si_center_z = substrate_geom.bounds[1][2] + box_thickness + si_thickness / 2 + si_teeth, si_extents = _make_teeth_structure( + c_si, + w_si, + center_z=si_center_z, + thickness=si_thickness, + medium=si, + name="si_teeth", + ) + structures.append(si_teeth) + + sin_waveguide_geom = td.Box.from_bounds( + (-inf, -inf, si_center_z + si_thickness / 2 + spacer_thickness), + (0, inf, si_center_z + si_thickness / 2 + spacer_thickness + sin_thickness), + ) + structures.append( + td.Structure( + geometry=sin_waveguide_geom, + medium=sin, + name="sin_waveguide", + ) + ) + + sin_teeth, sin_extents = _make_teeth_structure( + c_sin, + w_sin, + center_z=sin_waveguide_geom.center[2], + thickness=sin_thickness, + medium=sin, + name="sin_teeth", + ) + structures.append(sin_teeth) + + return structures, { + "c_sin": sin_waveguide_geom.center, + "x_gc": np.maximum(sin_extents.max(), si_extents.max()), + } + + +def make_simulation( + widths_si: Sequence[float], + gaps_si: Sequence[float], + widths_sin: Sequence[float], + gaps_sin: Sequence[float], + *, + first_gap_si: float = first_gap_si, + first_gap_sin: float = first_gap_sin, + box_thickness: float = 2.0, + si_thickness: float = 0.09, + spacer_thickness: float = default_spacer_thickness, + sin_thickness: float = 0.4, + center_wavelength: float = center_wavelength, + bandwidth: float = 0.1, + freq_points: int = 101, + beam_offset_x: float = 5.0, + beam_height: float = 2.0, + beam_mfd: float = 9.2, + beam_angle_deg: float = 10, + include_field_monitor: bool = False, +) -> td.Simulation: + """Assemble a tidy3d simulation for the dual-layer grating coupler. + + Parameters + ---------- + widths_si, gaps_si, widths_sin, gaps_sin : Sequence[float] + Geometry parameters in micrometers defining the silicon and silicon + nitride tooth widths and gaps. + first_gap_si : float, optional + Offset between the waveguide start and first silicon tooth in + micrometers. + first_gap_sin : float, optional + Offset between the silicon nitride guide and its first tooth. + box_thickness : float, optional + Buried oxide thickness in micrometers. + si_thickness : float, optional + Silicon layer thickness in micrometers. + spacer_thickness : float, optional + Vertical spacing between silicon and silicon nitride layers in + micrometers. + sin_thickness : float, optional + Silicon nitride layer thickness in micrometers. + center_wavelength : float, optional + Central wavelength in micrometers. + bandwidth : float, optional + Spectral span around the central wavelength in micrometers. + freq_points : int, optional + Number of frequency samples across the bandwidth. + beam_offset_x : float, optional + Horizontal displacement of the incident Gaussian beam center, in + micrometers. + beam_height : float, optional + Distance between the silicon nitride surface and the beam waist center, + in micrometers. + beam_mfd : float, optional + Mode field diameter of the Gaussian beam in micrometers. + beam_angle_deg : float, optional + Incident angle of the Gaussian beam in degrees. + include_field_monitor : bool, optional + If ``True``, include a 2D field monitor slicing through ``x``-``z``. + + Returns + ------- + td.Simulation + Fully defined Tidy3D simulation ready to run. + """ + structures, geometry_info = make_grating_structures( + widths_si, + gaps_si, + widths_sin, + gaps_sin, + first_gap_si=first_gap_si, + first_gap_sin=first_gap_sin, + box_thickness=box_thickness, + si_thickness=si_thickness, + spacer_thickness=spacer_thickness, + sin_thickness=sin_thickness, + ) + + freq0 = td.C_0 / center_wavelength + freqs = td.C_0 / np.linspace( + center_wavelength - bandwidth / 2, + center_wavelength + bandwidth / 2, + freq_points, + ) + + source_z = geometry_info["c_sin"][2] + sin_thickness / 2 + beam_height + source = td.GaussianBeam( + center=(beam_offset_x, 0, source_z), + size=(inf, inf, 0), + source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10), + pol_angle=np.pi / 2, + angle_theta=np.deg2rad(beam_angle_deg), + direction="-", + waist_radius=beam_mfd / 2, + name="input_beam", + ) + + monitors = [ + td.ModeMonitor( + center=(-buffer_left + 0.5, 0, getval(geometry_info["c_sin"][2])), + size=(0, inf, 3), + freqs=freqs, + mode_spec=td.ModeSpec(num_modes=1), + name="mode_monitor", + ) + ] + + if include_field_monitor: + monitors.append( + td.FieldMonitor( + center=(0, 0, 0), + size=(inf, 0, inf), + freqs=freq0, + fields=("Ey",), + name="field_monitor", + ) + ) + + x_min = getval(-buffer_left) + x_max = getval(geometry_info["x_gc"] + buffer_right) + z_min = getval(-buffer_bot) + z_max = getval(source_z + buffer_top) + + simulation = td.Simulation( + center=((x_min + x_max) / 2, 0, (z_min + z_max) / 2), + size=(x_max - x_min, 0, z_max - z_min), + structures=structures, + sources=(source,), + monitors=monitors, + medium=box, + boundary_spec=td.BoundarySpec( + x=td.Boundary.pml(), + y=td.Boundary.periodic(), + z=td.Boundary.pml(), + ), + grid_spec=td.GridSpec.auto(min_steps_per_wvl=min_steps_per_wvl), + run_time=run_time, + ) + return simulation + + +def get_mode_monitor_power( + sim_data: td.SimulationData, + *, + mode_index: int = 0, + direction: str = "-", + monitor_name: str = "mode_monitor", + power_floor: float = 1e-12, +) -> td.DataArray: + """Return a clipped power spectrum from a mode monitor. + + Parameters + ---------- + sim_data : td.SimulationData + Simulation result returned by ``td.Simulation.run()``. + mode_index : int, optional + Index of the guided mode to extract. + direction : str, optional + Propagation direction label (``"+"`` or ``"-"``) used by Tidy3D. + monitor_name : str, optional + Name of the mode monitor inside the simulation. + power_floor : float, optional + Minimum power value (in Watts) used to avoid taking the logarithm of + zero downstream. Set to ``None`` to disable clipping. + + Returns + ------- + td.DataArray + Absolute squared amplitudes corresponding to the requested mode. + """ + monitor = sim_data[monitor_name] + amps = monitor.amps.sel(mode_index=mode_index, direction=direction) + power = np.abs(amps) ** 2 + if power_floor is not None: + power = power.clip(min=power_floor) + return power diff --git a/custom_dictionary.json b/custom_dictionary.json index 7a25ff9a..b0b178b9 100644 --- a/custom_dictionary.json +++ b/custom_dictionary.json @@ -1 +1 @@ -{"'s": 1, "-acbf-": 1, "-channel": 1, "-core": 1, "-degree": 1, "-dimensional": 1, "-ff": 1, "-fold": 1, "-ify": 1, "-leds": 1, "-offset": 1, "-order": 1, "-pole": 1, "-t": 1, "a-coordinate": 1, "abouzahra": 1, "above-defined": 1, "adamoptimizer": 1, "add-drop": 1, "adj": 1, "adjoint-based": 1, "admittancenetwork": 1, "advancedfastfitterparam": 1, "agoutane": 1, "air-bridged": 1, "air-filled": 1, "aligned-corrugation": 1, "alkeskjold": 1, "all-dielectric": 1, 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diff --git a/docs/fabrication_aware_invdes.rst b/docs/fabrication_aware_invdes.rst new file mode 100644 index 00000000..f5c094b4 --- /dev/null +++ b/docs/fabrication_aware_invdes.rst @@ -0,0 +1,42 @@ +********************************** +Fabrication-aware inverse design +********************************** + +The October 9, 2025 seminar walks through a complete dual-layer grating coupler workflow: start from a uniform baseline, pull a strong seed design with Bayesian optimization, switch to adjoint gradients for per-tooth control, study fabrication sensitivities, and close the loop with measurement-driven calibration. Everything runs inside Tidy3D, so you can rerun the exact same jobs or adapt the utilities to your own device stack. + +Seminar recording: `YouTube link `_ + +Notebook lineup +================ +* ``00_setup_guide.ipynb`` - builds the nominal SiN stack, launches the reference simulation, and visualizes the initial geometry so the later notebooks can reuse the cached job ID. +* ``01_bayes.ipynb`` - uses a five-parameter Bayesian search to quickly find a good uniform grating. This provides a practical baseline before investing in gradients. +* ``02_adjoint.ipynb`` - expands to per-tooth parameters and applies Adam with adjoint sensitivities to apodize the grating and boost efficiency. +* ``03_sensitivity.ipynb`` - sweeps :math:`\pm 20` nm etch bias, runs Monte Carlo samples, and logs adjoint-derived sensitivity units (:math:`\Delta` objective / :math:`\Delta` parameter) so readers understand what the gradients mean physically. +* ``04_adjoint_robust.ipynb`` - penalizes variance across nominal/over/under corners, illustrating a fabrication-aware adjoint loop that matches what we demoed live. +* ``05_robust_comparison.ipynb`` - reruns the Monte Carlo campaign for both nominal and robust devices to quantify yield improvements. +* ``06_measurement_calibration.ipynb`` - demonstrates gradient-based calibration of tooth widths against (synthetic) spectra, showing that we can also optimize over fabrication corners using the same adjoint machinery. + +How to run the series +===================== +1. Install ``tidy3d`` and configure your API key; every notebook submits jobs with ``tidy3d.web.run``. +2. Execute the notebooks in order; each step writes results into ``results/`` and later notebooks assume those JSON files exist. + +Supporting assets +================= +* ``setup.py`` - shared simulation builders, fabrication constraints, and helper functions. +* ``optim.py`` - a lightweight, autograd-friendly Adam implementation with parameter clipping. +* ``results/`` - JSON checkpoints (Bayes best point, adjoint refinements, robust design) consumed by subsequent notebooks. + +Walkthrough notebooks +===================== + +.. toctree:: + :maxdepth: 1 + + notebooks/2025-10-09-invdes-seminar/00_setup_guide + notebooks/2025-10-09-invdes-seminar/01_bayes + notebooks/2025-10-09-invdes-seminar/02_adjoint + notebooks/2025-10-09-invdes-seminar/03_sensitivity + notebooks/2025-10-09-invdes-seminar/04_adjoint_robust + notebooks/2025-10-09-invdes-seminar/05_robust_comparison + notebooks/2025-10-09-invdes-seminar/06_measurement_calibration diff --git a/docs/index.rst b/docs/index.rst index 4642f59a..e9f43f59 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -7,4 +7,4 @@ Example Library |:books:| basics/index features/index case_studies/index - + fabrication_aware_invdes

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z+vC~5~{oBD)3yI!-Jvf|?6@+wapsVXUndmqc+!QwC$oBqew jHl@bB{vY$kCfxt|TNoF2n}urs#Ur0mKI!@BoA3VtmmeSy literal 0 HcmV?d00001 From 8171c832d9074c3bb19f3b1800be4e229d36260c Mon Sep 17 00:00:00 2001 From: FilipeFcp Date: Mon, 3 Nov 2025 15:41:58 -0300 Subject: [PATCH 15/17] uploading far-field notebook with non-deacying field (#397) uploading far-field notebook tutorial with non-deacying field --- FarFieldProjectionNonDecayingField.ipynb | 963 +++++++++++++++++++++ docs/case_studies/scattering_far_field.rst | 2 +- docs/features/data_visualisation.rst | 3 +- 3 files changed, 966 insertions(+), 2 deletions(-) create mode 100644 FarFieldProjectionNonDecayingField.ipynb diff --git a/FarFieldProjectionNonDecayingField.ipynb b/FarFieldProjectionNonDecayingField.ipynb new file mode 100644 index 00000000..67ab3ddf --- /dev/null +++ b/FarFieldProjectionNonDecayingField.ipynb @@ -0,0 +1,963 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Far-field projection limitations with non-confined fields\n", + "\n", + "Far-field projections are a great way to reduce computational cost by using the equivalence principle to calculate far fields based on near-field data. The general workflow is demonstrated in [this](https://www.flexcompute.com/tidy3d/examples/notebooks/FieldProjections/) notebook.\n", + "\n", + "However, as discussed in our [technical article](https://www.flexcompute.com/tidy3d/learn-center/technical-article/far-field-projection/), there are two main limitations of the far-field projection: the near fields must either be calculated on a closed surface with a uniform index, or the fields must decay at the borders of a 2D monitor.\n", + "\n", + "This can be a challenging limitation for scatterers placed on a substrate, where a closed monitor will cross regions with different indices, and the fields are likely not decaying at the boundaries.\n", + "\n", + "In this notebook, we will explore the limitations of this scenario and discuss caveats and workarounds." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import tidy3d as td\n", + "from matplotlib import pyplot as plt\n", + "from tidy3d import web" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulation Setup\n", + "\n", + "We will analyze a simple case of a silicon box scatterer on a silicon oxide substrate.\n", + "\n", + "First, we will create a function to build the base simulation for our analysis, using the simulation plane size as a parameter. To compute the far-field projection, we will place several 2D monitors of the [FieldProjectionCartesianMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) class above the scatterer, using different `window_size` values. This parameter defines the size of the transition region of the windowing function, ensuring that the recorded near fields decay to zero near the monitor edges.\n", + "\n", + "We will also add one 3D [FieldProjectionCartesianMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) surrounding the scatterer, with the z-plane aligned to the substrate interface so it can be excluded from the far-field projection calculation.\n", + "\n", + "For reference, we will add a [FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) 10 µm away from the scatterer, and another one at the same position as the 2D far-field projection monitors.\n", + "\n", + "Since the field projection distance is small, the `far_field_approx` argument is set to `False`." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "freq0 = td.C_0 / 1.55\n", + "fwidth = 0.1 * freq0" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def getSim(size):\n", + " source = td.PlaneWave(\n", + " name=\"source\",\n", + " center=[0, 0, -0.5],\n", + " size=[1000, 1000, 0],\n", + " source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n", + " direction=\"+\",\n", + " )\n", + "\n", + " field_monitor = td.FieldMonitor(\n", + " center=[0, 0, 10],\n", + " size=[size, size, 0],\n", + " name=\"field_monitor\",\n", + " freqs=[freq0],\n", + " )\n", + "\n", + " near_field_monitor = td.FieldMonitor(\n", + " center=(0.0, 0.0, 2.1),\n", + " size=(size, size, 0),\n", + " name=\"near_field_monitor\",\n", + " freqs=[freq0],\n", + " colocate=False,\n", + " )\n", + "\n", + " far_field_monitors_2d = []\n", + " for window_size in [0, 0.2, 0.4, 0.6, 0.8]:\n", + " far_field_monitor_2d = td.FieldProjectionCartesianMonitor(\n", + " center=(0.0, 0.0, 2.1),\n", + " size=(size, size, 0),\n", + " name=f\"far_field_monitor_{window_size:.2f}\",\n", + " freqs=[freq0],\n", + " normal_dir=\"+\",\n", + " far_field_approx=False,\n", + " proj_axis=2,\n", + " proj_distance=10,\n", + " x=np.linspace(-field_monitor.size[0] / 2, field_monitor.size[0] / 2, 101),\n", + " y=np.linspace(-field_monitor.size[1] / 2, field_monitor.size[1] / 2, 101),\n", + " window_size=(window_size, window_size),\n", + " custom_origin=(0, 0, 0),\n", + " )\n", + " far_field_monitors_2d.append(far_field_monitor_2d)\n", + "\n", + " far_field_monitor_3d = td.FieldProjectionCartesianMonitor(\n", + " center=(0, 0, 1.5),\n", + " size=(0.9 * size, 0.9 * size, 2.9),\n", + " name=\"far_field_monitor_3D\",\n", + " freqs=[freq0],\n", + " exclude_surfaces=[\"z-\"],\n", + " far_field_approx=False,\n", + " proj_axis=2,\n", + " proj_distance=10,\n", + " x=np.linspace(-field_monitor.size[0] / 2, field_monitor.size[0] / 2, 101),\n", + " y=np.linspace(-field_monitor.size[1] / 2, field_monitor.size[1] / 2, 101),\n", + " custom_origin=(0, 0, 0),\n", + " )\n", + "\n", + " SiO2 = td.Medium(\n", + " name=\"medium_1\",\n", + " permittivity=1.45**2,\n", + " )\n", + " substrate = td.Structure(\n", + " geometry=td.Box(center=[0, 0, -500], size=[2000, 2000, 1000]), name=\"substrate\", medium=SiO2\n", + " )\n", + "\n", + " Si = td.Medium(\n", + " name=\"Si\",\n", + " permittivity=3.5**2,\n", + " )\n", + " scatterer = td.Structure(\n", + " geometry=td.Box(center=[0, 0, 0.5], size=[1, 1, 1]),\n", + " name=\"scatterer\",\n", + " background_medium=td.MultiPhysicsMedium(),\n", + " medium=Si,\n", + " )\n", + "\n", + " sim = td.Simulation(\n", + " center=[0, 0, 5],\n", + " size=[size, size, 12],\n", + " grid_spec=td.GridSpec.auto(min_steps_per_wvl=25),\n", + " run_time=2e-12,\n", + " sources=[source],\n", + " monitors=[field_monitor, near_field_monitor, far_field_monitor_3d] + far_field_monitors_2d,\n", + " structures=[substrate, scatterer],\n", + " )\n", + "\n", + " return sim\n", + "\n", + "\n", + "sim_base = getSim(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can take a look at the setup:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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