From 3ca03c48727e5363140bb4011888073c6400004a Mon Sep 17 00:00:00 2001 From: Isaac Gresham Date: Wed, 8 Oct 2025 08:24:14 +1100 Subject: [PATCH 1/4] Add Filmsense and Woollam file parsers Added functions to open the text file exported by: - Woollam's CompleteEase software (tested with v3.65 and M2000 ellipsometer) - Filmsense's native software, (tested on FS-8 Ellipsometer) Added tests for both of these file parsers. --- refellips/dataSE.py | 351 +++ refellips/tests/Filmsense_kineticTest.txt | 18 + refellips/tests/Filmsense_staticTest.txt | 23 + refellips/tests/TestSuite.ipynb | 330 ++- refellips/tests/Woolam_kineticTest.dat | 2790 +++++++++++++++++++++ refellips/tests/Woolam_staticTest.dat | 1197 +++++++++ refellips/tests/test_dataSE.py | 122 +- 7 files changed, 4743 insertions(+), 88 deletions(-) create mode 100755 refellips/tests/Filmsense_kineticTest.txt create mode 100755 refellips/tests/Filmsense_staticTest.txt create mode 100644 refellips/tests/Woolam_kineticTest.dat create mode 100755 refellips/tests/Woolam_staticTest.dat diff --git a/refellips/dataSE.py b/refellips/dataSE.py index 6d4caa8..10b821e 100644 --- a/refellips/dataSE.py +++ b/refellips/dataSE.py @@ -4,6 +4,7 @@ A basic representation of a 1D dataset """ +import copy import numpy as np import pandas as pd from refnx._lib import possibly_open_file @@ -542,3 +543,353 @@ def open_HORIBAfile( data = [data_df["nm"], data_df["AOI"], data_df["Psi"], data_df["Delta"]] return DataSE(data, name=name, reflect_delta=reflect_delta, **metadata) + + +def open_M2000file(fname, take_every=1, dropdatapoints=1): + """ + Opens raw text files exported by Woolam's 'CompleteEASE' software. + + + Parameters + ---------- + fname : file-handle or string + File to load the dataset from. + + dropdatapoints : int + Includes every nth element from the woolam dataset in DataSE. + Use to speed up fitting for datasets where a narrow wavelength + resolution is not required. + + take_every : int + For time-resolved data sets only. Includes every nth dataset in + the returned dictionary. Usefully for reducing the number of data + points that needs to be processed when you don't need high temporaral + resolution + + Returns + ---------- + datasets : DataSE structure or dict + If the file contains a single measurment, function returns + a single DataSE object containing wavelength, angle of + incidence, psi and delta. + + If the file contains multiple measurements, such as a time- + series dataset, then it returns a dictionary containing + DataSE objects for each measurement point. The Dictionary + keys correspond to the measurement details (e.g., time in seconds). + + Metadata contained within the file is stored in DataSE.metadata. + """ + + mode = None + metadata = {} + + with open(fname, mode="r") as file: + file.readline() # Skip the blank first line + firstline = file.readline()[:-1] + secondline = file.readline()[:-1] + + if secondline == "nm": + mode = "single" + skiplines = 3 + elif secondline == "Dynamic": + mode = "dynamic" + skiplines = 4 + else: + raise ValueError( + "Currently, only single and time-series datasets can be read" + ) + + header = firstline[len("VASEmethod[") : -len("]")] + for ele in header.split(", "): + key, val = ele.split("=") + metadata[key] = val + + if mode == "single": + return _open_M2000file_standard( + fname=fname, + dropdatapoints=dropdatapoints, + skiplines=skiplines, + metadata=metadata, + ) + elif mode == "dynamic": + return _open_M2000file_kinetic( + fname=fname, + take_every=take_every, + dropdatapoints=dropdatapoints, + skiplines=skiplines, + metadata=metadata, + ) + + +def _open_M2000file_standard(fname, dropdatapoints=1, metadata={}, skiplines=3): + data = [] + with open(fname, mode="r") as file: + for i in range(skiplines): + file.readline() + + count = 0 + while True: + data_row = [] + + count += 1 + + line = file.readline().split("\t") + if not line: + break + if len(line) == 1: + break + data_row.append(float(line[0])) # Wavelength + data_row.append(float(line[1])) # Angle + data_row.append(float(line[2])) # Psi + data_row.append(float(line[3])) # Delta + data_row.append(float(line[4])) # Psi Error + data_row.append(float(line[5])) # Delta Error + + line = file.readline().split("\t") + data_row.append(float(line[2])) # Unknown + data_row.append(float(line[3])) # Depolarization % + data_row.append(float(line[4])) # Unknown + + line = file.readline().split("\t") + data_row.append(float(line[2])) # Unknown + data_row.append(float(line[3])) # Intensity + data_row.append(float(line[4])) # Unknown + + data.append(data_row) + + data = np.array(data) + data = data[::dropdatapoints] + return DataSE(data[:, [0, 1, 2, 3]].T, **metadata) + + +def _open_M2000file_kinetic( + fname, take_every=1, dropdatapoints=1, skiplines=4, metadata={} +): + """ + time in seconds + """ + df = pd.read_csv( + fname, + skiprows=skiplines, + sep="\t", + names=[ + "Wavelength, nm", + "Angle of incidence, ˚", + "Psi", + "Delta", + "Psi error", + "Delta error", + "None", + "Time, min", + ], + ) + + time_dict = {} + for idx, (time, subdf) in enumerate(df.groupby("Time, min")): + if idx % take_every == 0: + time_dict[np.round(time * 60, 1)] = DataSE( + np.array( + [ + subdf["Wavelength, nm"], + subdf["Angle of incidence, ˚"], + subdf["Psi"], + subdf["Delta"], + ] + )[:, ::dropdatapoints], + **metadata, + ) + + return time_dict + + +def open_FilmSenseFile(fname): + """ + Opens text files exported from FilmSense ellipsometers. + + + Parameters + ---------- + fname : file-handle or string + File to load the dataset from. + + Returns + ---------- + datasets : DataSE structure or dict + If the file contains a single measurment, function returns + a single DataSE object containing wavelength, angle of + incidence, psi and delta. + + If the file contains multiple measurements, such as a time- + series dataset, then it returns a dictionary containing + DataSE objects for each measurement point. The Dictionary + keys correspond to the measurement details (e.g., time). + + Metadata contained within the file is stored in DataSE.metadata. + """ + with open(fname, "r") as f: + header = f.readline() + if header == "Film_Sense_Data\n": + return _open_FilmSenseFile_standard(f) + elif header == "Film_Sense_Dyn_Data\n": + return _open_FilmSenseFile_dynamic(f) + else: + assert False, "Filetype not recognized" + + +def _parse_FilmSenseFileHeader(firstline, mode="standard"): + firstline = firstline[:-1] # remove newline char + firstline = firstline.split("\t") + + metadata = { + "numwvls": int(firstline[0]), + "numdatasets": int(firstline[1]), + "nomAOI": float(firstline[2]), + } + + if mode == "standard": + metadata["AlignX"] = float(firstline[3]) + metadata["AlignY"] = float(firstline[4]) + metadata["AvInten"] = float(firstline[5]) + elif mode == "dynamic": + metadata["?"] = float(firstline[3]) + else: + assert False, "mode not recognized" + + return metadata + + +def _open_FilmSenseFile_standard(f): + """ + Opens a single measurement captured by FS series + ellipsometers from filmsense. This function is designed to be + called by open_FilmSenseFile. + """ + metadata = _parse_FilmSenseFileHeader(f.readline()) + + # Note - in the documentation the first numwvls lines are only supposed + # have 4 columns. In these data files they have 8. + + df = pd.DataFrame( + columns=[ + "Wavelength", + "led_Br", + "led_ExpL", + "led_ExpR", + "N", + "C", + "S", + "P", + "Intensity", + "Delta", + "Psi", + ], + index=np.linspace( + 1, metadata["numwvls"], metadata["numwvls"], dtype=int + ), + ) + + for i in range(metadata["numwvls"]): + line = f.readline().split("\t") + df.loc[i + 1, "Wavelength"] = float(line[0]) + df.loc[i + 1, "led_Br"] = float(line[1]) + df.loc[i + 1, "led_ExpL"] = float(line[2]) + df.loc[i + 1, "led_ExpR"] = float(line[3]) + + for i in range(metadata["numwvls"]): + line = f.readline().split("\t") + df.loc[i + 1, "N"] = float(line[0]) + df.loc[i + 1, "C"] = float(line[1]) + df.loc[i + 1, "S"] = float(line[2]) + df.loc[i + 1, "P"] = float(line[3]) + df.loc[i + 1, "Intensity"] = float(line[4]) + + S = np.array(df["S"], dtype=np.float32) + N = np.array(df["N"], dtype=np.float32) + C = np.array(df["C"], dtype=np.float32) + df["Psi"] = np.rad2deg(np.arccos(N) / 2) + # Delta1 = 180+np.rad2deg(np.arctan(np.array(df['S'], dtype=np.float32)/np.array(df['C'], dtype=np.float32))) + + df["Delta"] = np.rad2deg(np.angle((C + 1j * S) / (1 + N))) + + Psi = np.array(df["Psi"]).astype(np.float64) + Delta = np.array(df["Delta"]).astype(np.float64) + + Deltamask = Delta < 0 + Delta[Deltamask] = 360 + Delta[Deltamask] + + AOI = np.ones_like(Psi) * metadata["nomAOI"] + Wvl = np.array(df["Wavelength"]).astype(np.float64) + + return DataSE(data=[Wvl, AOI, Psi, Delta], reflect_delta=False, **metadata) + + +def _open_FilmSenseFile_dynamic(f): + """ + Opens dynamic (time resolved) data captured by FS series + ellipsometers from filmsense. This function is designed to be + called by open_FilmSenseFile. + """ + metadata = _parse_FilmSenseFileHeader(f.readline(), mode="dynamic") + + base_df = pd.DataFrame( + columns=[ + "Wavelength", + "led_Br", + "led_ExpL", + "led_ExpR", + "N", + "C", + "S", + "P", + "Intensity", + "Delta", + "Psi", + ], + index=np.linspace( + 1, metadata["numwvls"], metadata["numwvls"], dtype=int + ), + ) + + for i in range(metadata["numwvls"]): + line = f.readline().split("\t") + base_df.loc[i + 1, "Wavelength"] = float(line[0]) + base_df.loc[i + 1, "led_Br"] = float(line[1]) + base_df.loc[i + 1, "led_ExpL"] = float(line[2]) + base_df.loc[i + 1, "led_ExpR"] = float(line[3]) + + f.readline() # read header + + time_series = {} + for i in range(metadata["numdatasets"]): + line = f.readline()[:-2] + line = line.split("\t") + time = float(line[0]) + df = copy.deepcopy(base_df) + + for j in range(metadata["numwvls"]): + J = j * 5 + df.loc[j + 1, "N"] = float(line[J + 1]) + df.loc[j + 1, "C"] = float(line[J + 2]) + df.loc[j + 1, "S"] = float(line[J + 3]) + df.loc[j + 1, "P"] = float(line[J + 4]) + df.loc[j + 1, "Intensity"] = float(line[J + 5]) + + S = np.array(df["S"], dtype=np.float32) + N = np.array(df["N"], dtype=np.float32) + C = np.array(df["C"], dtype=np.float32) + df["Psi"] = np.rad2deg(np.arccos(N) / 2) + df["Delta"] = np.rad2deg(np.angle((C + 1j * S) / (1 + N))) + + Psi = np.array(df["Psi"]).astype(np.float64) + Delta = np.array(df["Delta"]).astype(np.float64) + Deltamask = Delta < 0 + Delta[Deltamask] = 360 + Delta[Deltamask] + AOI = np.ones_like(Psi) * metadata["nomAOI"] + Wvl = np.array(df["Wavelength"]).astype(np.float64) + + time_series[time] = DataSE( + data=[Wvl, AOI, Psi, Delta], reflect_delta=False, **metadata + ) + + return time_series diff --git a/refellips/tests/Filmsense_kineticTest.txt b/refellips/tests/Filmsense_kineticTest.txt new file mode 100755 index 0000000..98eae4a --- /dev/null +++ b/refellips/tests/Filmsense_kineticTest.txt @@ -0,0 +1,18 @@ +Film_Sense_Dyn_Data +8 7 -70.012 2 +367.20 14.32 3.39 2.48 1.218 1.363 0.059 +449.64 16.00 6.05 7.27 1.453 1.634 -0.013 +525.63 26.05 4.72 2.96 1.275 1.154 -0.107 +593.58 14.23 6.64 4.04 1.273 1.046 -0.156 +656.32 17.51 6.78 3.84 1.265 0.971 -0.259 +732.22 25.33 6.58 3.26 1.263 1.171 -0.228 +852.88 23.45 5.67 3.48 1.008 0.929 -0.315 +946.73 25.09 3.51 4.97 0.645 0.916 -0.172 +Time UV_N UV_C UV_S UV_P UV_I Blue_N Blue_C Blue_S Blue_P Blue_I Green_N Green_C Green_S Green_P Green_I Yellow_N Yellow_C Yellow_S Yellow_P Yellow_I Red_N Red_C Red_S Red_P Red_I IR735_N IR735_C IR735_S IR735_P IR735_I IR850_N IR850_C IR850_S IR850_P IR850_I IR950_N IR950_C IR950_S IR950_P IR950_I AlignX AlignY AveInt Temp TempSrc Fit_Diff Thick(nm).2 +4.953 0.58698 -0.69405 0.41683 0.99839 14.1911 0.84641 -0.50868 0.15761 0.99875 21.7871 0.90022 -0.41844 0.12045 0.99955 12.7409 0.92246 -0.37264 0.10105 0.99940 5.5965 0.93427 -0.34544 0.08841 0.99947 15.0567 0.94354 -0.32226 0.07666 0.99956 14.7487 0.95231 -0.29850 0.06330 1.00013 15.0186 0.95683 -0.28524 0.05574 0.99967 11.7999 -0.007 0.002 16.7077 30.72 33.938 0.0018764 3.2528 +14.858 0.58698 -0.69407 0.41679 0.99841 14.1889 0.84641 -0.50869 0.15758 0.99875 21.7858 0.90022 -0.41845 0.12043 0.99955 12.7369 0.92246 -0.37265 0.10103 0.99941 5.5882 0.93427 -0.34545 0.08839 0.99947 15.0501 0.94354 -0.32226 0.07664 0.99956 14.7373 0.95231 -0.29850 0.06329 1.00013 15.0115 0.95683 -0.28524 0.05573 0.99967 11.7931 -0.007 0.002 16.6965 30.72 33.969 0.001878 3.2517 +24.766 0.58675 -0.69342 0.41821 0.99841 14.1889 0.84630 -0.50851 0.15871 0.99875 21.7836 0.90015 -0.41834 0.12133 0.99955 12.7336 0.92241 -0.37256 0.10181 0.99942 5.5826 0.93422 -0.34538 0.08908 0.99947 15.0458 0.94351 -0.32221 0.07725 0.99956 14.7303 0.95228 -0.29847 0.06379 1.00013 15.0072 0.95682 -0.28521 0.05618 0.99967 11.7882 -0.007 0.002 16.6955 30.75 33.969 0.001874 3.2938 +34.663 0.58676 -0.69346 0.41812 0.99841 14.1883 0.84631 -0.50852 0.15863 0.99873 21.7835 0.90016 -0.41834 0.12128 0.99954 12.7327 0.92241 -0.37257 0.10174 0.99941 5.5801 0.93423 -0.34539 0.08903 0.99945 15.0444 0.94351 -0.32221 0.07721 0.99954 14.7268 0.95229 -0.29847 0.06376 1.00013 15.0051 0.95682 -0.28521 0.05615 0.99967 11.7849 -0.006 0.002 16.6952 30.72 34.000 0.0018767 3.2908 +44.570 0.58659 -0.69294 0.41922 0.99853 14.1755 0.84629 -0.50830 0.15944 0.99895 21.7754 0.90016 -0.41817 0.12186 0.99978 12.7226 0.92242 -0.37241 0.10220 0.99964 5.5743 0.93424 -0.34526 0.08940 0.99969 15.0367 0.94352 -0.32212 0.07751 0.99975 14.7155 0.95229 -0.29840 0.06399 1.00029 14.9982 0.95682 -0.28516 0.05635 0.99981 11.7744 -0.007 0.002 16.6919 30.72 33.969 0.0018933 3.3196 +54.475 0.58657 -0.69252 0.41994 0.99860 14.1648 0.84631 -0.50812 0.15994 0.99911 21.7735 0.90016 -0.41803 0.12230 0.99996 12.7178 0.92243 -0.37229 0.10260 0.99981 5.5718 0.93424 -0.34516 0.08977 0.99985 15.0339 0.94352 -0.32204 0.07786 0.99990 14.7093 0.95229 -0.29834 0.06429 1.00042 14.9935 0.95682 -0.28510 0.05662 0.99992 11.7640 -0.005 0.001 16.6822 30.72 33.938 0.0018738 3.3412 +64.379 0.58705 -0.69198 0.42017 0.99822 14.4094 0.84633 -0.50789 0.16053 0.99838 21.9729 0.90015 -0.41792 0.12280 0.99914 12.8851 0.92239 -0.37225 0.10307 0.99898 5.6434 0.93421 -0.34514 0.09021 0.99906 15.2389 0.94349 -0.32202 0.07827 0.99911 14.9515 0.95227 -0.29832 0.06464 0.99975 15.2378 0.95681 -0.28507 0.05692 0.99936 12.0183 0.017 0.021 16.9638 30.72 33.969 0.0017164 3.3601 \ No newline at end of file diff --git a/refellips/tests/Filmsense_staticTest.txt b/refellips/tests/Filmsense_staticTest.txt new file mode 100755 index 0000000..e12f483 --- /dev/null +++ b/refellips/tests/Filmsense_staticTest.txt @@ -0,0 +1,23 @@ +Film_Sense_Data +8 1 -70.012 -0.002 -0.003 19.0913 +367.20 14.32 3.39 2.48 1.218 1.363 0.059 +449.64 16.00 6.05 7.27 1.453 1.634 -0.013 +525.63 26.05 4.72 2.96 1.275 1.154 -0.107 +593.58 14.23 6.64 4.04 1.273 1.046 -0.156 +656.32 17.51 6.78 3.84 1.265 0.971 -0.259 +732.22 25.33 6.58 3.26 1.263 1.171 -0.228 +852.88 23.45 5.67 3.48 1.008 0.929 -0.315 +946.73 25.09 3.51 4.97 0.645 0.916 -0.172 +0.60270 -0.74368 0.28928 0.99845 16.5071 +0.85213 -0.51964 0.06205 0.99976 25.2874 +0.90414 -0.42494 0.04422 1.00039 14.7929 +0.92536 -0.37737 0.03605 1.00015 6.5793 +0.93656 -0.34913 0.03099 1.00016 17.4237 +0.94532 -0.32509 0.02632 1.00014 17.1653 +0.95355 -0.30049 0.02110 1.00053 17.4877 +0.95782 -0.28679 0.01824 1.00008 13.6045 +3 +Fit_Diff 0.0046 +Thick(nm).1 1.5973 +Amb_n(633nm) 0.99793 +Model: (not saved), Date: 2024-07-19 16:35, Ver: 3.40, Temp: 29.8 \ No newline at end of file diff --git a/refellips/tests/TestSuite.ipynb b/refellips/tests/TestSuite.ipynb index b6f20bf..19d1dbb 100644 --- a/refellips/tests/TestSuite.ipynb +++ b/refellips/tests/TestSuite.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 49, "metadata": {}, "outputs": [], "source": [ @@ -24,10 +24,10 @@ "sys.path.append(\"../\")\n", "\n", "import refellips\n", - "from refellips.structureSE import RI, Cauchy, load_material\n", "from refellips.dataSE import DataSE\n", "from refellips.reflect_modelSE import ReflectModelSE\n", - "from refellips.objectiveSE import ObjectiveSE" + "from refellips.objectiveSE import ObjectiveSE\n", + "from refellips.dispersion import Cauchy, RI, load_material" ] }, { @@ -41,7 +41,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 1\n", "\n", @@ -50,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 201, "metadata": {}, "outputs": [ { @@ -62,14 +65,12 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -112,7 +113,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 2\n", "Check the cauchy model behaves as expected" @@ -120,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 202, "metadata": {}, "outputs": [ { @@ -132,14 +136,12 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -193,7 +195,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 3\n", "Three layer stack (cauchy & from file) compared to wvase\n", @@ -203,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 203, "metadata": {}, "outputs": [ { @@ -215,14 +220,12 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -266,7 +269,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 4\n", "A 30 nm SiO$_2$ film with ambient as water compared to WVASE" @@ -274,19 +280,17 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 204, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -324,7 +328,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 5\n", "A 3 nm SiO$_2$ film with 30 % water compared to WVASE" @@ -332,19 +339,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 205, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -387,7 +392,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 6\n", "A comparison to WVASE for a 2 nm SiO$_2$ and 20 nm polymer film system with a 50 % volume fraction of solvent in the polymer film." @@ -395,19 +403,17 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 206, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -451,7 +457,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 7\n", "A comparison to WVASE for a 2 nm SiO$_2$ and 117 nm gold film in air." @@ -459,19 +468,17 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 207, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -509,7 +516,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 8\n", "A comparison to WVASE for a 2 nm SiO$_2$ and 65 nm aluminium oxide film in air." @@ -517,19 +527,17 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 208, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -567,7 +575,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 9\n", "A comparison to WVASE for a 10 nm SiO$_2$ and 325 nm aluminium oxide film in air." @@ -575,19 +586,17 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 209, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -625,7 +634,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 10\n", "A comparison to WVASE for a 3 nm SiO$_2$ and 90 nm polymer film in water with 20% solvent using the Maxwell-Garnett EMA method." @@ -633,21 +645,17 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": { - "scrolled": false - }, + "execution_count": 210, + "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -692,7 +700,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, "source": [ "# Test 11\n", "A comparison to WVASE for a 6 nm SiO$_2$ and 145 nm polymer film in water with 70% solvent using the Brugge EMA method." @@ -700,21 +711,17 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": { - "scrolled": false - }, + "execution_count": 211, + "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -757,6 +764,155 @@ "assert_allclose(delta, d_delta, rtol=7e-5)" ] }, + { + "cell_type": "markdown", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "# Test 12\n", + "Test residuals against October 2024 implimentation" + ] + }, + { + "cell_type": "code", + "execution_count": 218, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, [[axp, axd], [axpR, axdR]] = plt.subplots(2,2, sharex=True)\n", + "\n", + "wavelength = np.linspace(400,900,100)\n", + "aoi = 70\n", + "\n", + "si = load_material(\"silicon\")\n", + "sio2 = load_material(\"silica\")\n", + "polymer = Cauchy(A=1.43, B=0.0005)\n", + "solvent = Cauchy(A=1.45, B=0.0005)\n", + "\n", + "polymer_layer_1 = polymer(55)\n", + "polymer_layer_2 = polymer(45)\n", + "\n", + "struc_1 = solvent() | polymer_layer_1 | sio2(20) | si()\n", + "struc_2 = solvent() | polymer_layer_2 | sio2(20) | si()\n", + "\n", + "model_1 = ReflectModelSE(struc_1)\n", + "model_2 = ReflectModelSE(struc_2)\n", + "\n", + "psi_1, delta_1 = model_1(np.c_[wavelength, np.ones_like(wavelength) * aoi])\n", + "psi_2, delta_2 = model_2(np.c_[wavelength, np.ones_like(wavelength) * aoi])\n", + "faux_data = DataSE([wavelength, np.ones_like(wavelength)*aoi, psi_1, delta_1])\n", + "\n", + "obj = ObjectiveSE(model=model_2, data=faux_data)\n", + "res = obj.residuals()\n", + "obj_psi_res = res[:int(len(res)/2)]\n", + "obj_delta_res = res[int(len(res)/2):]\n", + "\n", + "test_psi_res = psi_2-psi_1\n", + "test_delta_res = (delta_2 - delta_1 + 180) % 360 - 180\n", + "\n", + "assert_allclose(test_psi_res, obj_psi_res, rtol=0.002)\n", + "assert_allclose(test_delta_res, obj_delta_res, rtol=0.003)\n", + "\n", + "axd.scatter(wavelength, delta_1, color=\"k\")\n", + "axd.plot(wavelength, delta_2, color=\"r\")\n", + "\n", + "axp.scatter(wavelength, psi_1, color=\"k\")\n", + "axp.plot(wavelength, psi_2, color=\"r\")\n", + "\n", + "axdR.plot(wavelength, test_delta_res, label='test')\n", + "\n", + "axdR.plot(wavelength, obj_delta_res, label='objectiveSE.residuals()', color='r')\n", + "\n", + "\n", + "axpR.plot(wavelength, test_psi_res, label='test')\n", + "axpR.plot(wavelength, obj_psi_res, label='objectiveSE.residuals()', color='r')\n", + "\n", + "axd.set(ylabel='Delta, ˚')\n", + "axp.set(ylabel='Psi, ˚')\n", + "axdR.set(ylabel='Delta residual, ˚', xlabel='wavelength, nm')\n", + "axpR.set(ylabel='Psi residual, ˚', xlabel='wavelength, nm')\n", + "\n", + "axdR.legend()\n", + "fig.tight_layout()\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Test 13\n", + "Data imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from refellips.tests import test_dataSE" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "test_dataSE.test_filmsense_loader()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "test_dataSE.test_M2000_loader()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, @@ -781,7 +937,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.10" } }, "nbformat": 4, diff --git a/refellips/tests/Woolam_kineticTest.dat b/refellips/tests/Woolam_kineticTest.dat new file mode 100644 index 0000000..d9188ad --- /dev/null +++ b/refellips/tests/Woolam_kineticTest.dat @@ -0,0 +1,2790 @@ + +VASEmethod[EllipsometerType=4, CompleteEASE=3.65, AcqTime=0.978] +Dynamic +nm +370.324 70.000 30.0225 121.5848 0.0988 0.2195 0.0232 +371.917 70.000 29.9288 122.3992 0.0898 0.1990 0.0232 +373.510 70.000 29.3584 123.4291 0.0793 0.1770 0.0232 +375.103 70.000 29.1560 124.4277 0.0743 0.1658 0.0232 +376.695 70.000 28.8093 125.2337 0.0656 0.1469 0.0232 +378.288 70.000 28.4983 125.5676 0.0637 0.1440 0.0232 +379.881 70.000 28.0868 126.3268 0.0602 0.1372 0.0232 +381.474 70.000 27.6075 126.6189 0.0557 0.1289 0.0232 +383.067 70.000 27.1641 126.7085 0.0479 0.1126 0.0232 +384.660 70.000 26.6504 127.0247 0.0504 0.1203 0.0232 +386.253 70.000 26.2937 127.6579 0.0502 0.1208 0.0232 +387.846 70.000 26.0244 127.9049 0.0462 0.1119 0.0232 +389.439 70.000 25.5712 128.1870 0.0470 0.1155 0.0232 +391.032 70.000 25.3841 128.4435 0.0416 0.1028 0.0232 +392.625 70.000 25.1160 128.3118 0.0411 0.1026 0.0232 +394.219 70.000 24.7393 128.3655 0.0397 0.1006 0.0232 +395.812 70.000 24.5587 128.6373 0.0382 0.0973 0.0232 +397.405 70.000 24.2949 128.6219 0.0370 0.0954 0.0232 +398.999 70.000 24.0367 128.9010 0.0342 0.0889 0.0232 +400.592 70.000 23.7692 128.6095 0.0345 0.0911 0.0232 +402.185 70.000 23.4966 128.9637 0.0355 0.0943 0.0232 +403.779 70.000 23.3395 129.3128 0.0308 0.0823 0.0232 +405.372 70.000 23.0210 129.3953 0.0329 0.0889 0.0232 +406.966 70.000 22.8442 129.3608 0.0315 0.0855 0.0232 +408.559 70.000 22.6166 129.2735 0.0303 0.0830 0.0232 +410.153 70.000 22.5547 129.5058 0.0310 0.0852 0.0232 +411.746 70.000 22.2869 129.4203 0.0283 0.0787 0.0232 +413.340 70.000 22.1050 129.3250 0.0286 0.0801 0.0232 +414.933 70.000 21.9922 129.2887 0.0275 0.0775 0.0232 +416.527 70.000 21.8409 129.4939 0.0271 0.0767 0.0232 +418.121 70.000 21.6399 129.6049 0.0262 0.0748 0.0232 +419.714 70.000 21.5554 129.8968 0.0261 0.0745 0.0232 +421.308 70.000 21.3709 130.0559 0.0254 0.0730 0.0232 +422.902 70.000 21.0794 130.0098 0.0243 0.0708 0.0232 +424.496 70.000 21.0131 130.3127 0.0251 0.0731 0.0232 +426.090 70.000 20.7507 130.1438 0.0257 0.0757 0.0232 +427.683 70.000 20.6961 130.4482 0.0239 0.0704 0.0232 +429.277 70.000 20.5561 130.1722 0.0237 0.0705 0.0232 +430.871 70.000 20.4368 130.2241 0.0247 0.0737 0.0232 +432.465 70.000 20.3135 130.4348 0.0240 0.0720 0.0232 +434.059 70.000 20.2358 130.3643 0.0234 0.0705 0.0232 +435.653 70.000 20.0151 130.3679 0.0224 0.0680 0.0232 +437.247 70.000 19.9544 130.5500 0.0233 0.0709 0.0232 +438.841 70.000 19.8866 130.4917 0.0213 0.0650 0.0232 +440.435 70.000 19.6050 130.6428 0.0224 0.0694 0.0232 +442.029 70.000 19.5665 130.6337 0.0214 0.0663 0.0232 +443.623 70.000 19.4545 130.7278 0.0215 0.0668 0.0232 +445.217 70.000 19.3072 130.7421 0.0227 0.0710 0.0232 +446.811 70.000 19.1970 130.9120 0.0224 0.0704 0.0232 +448.405 70.000 19.0449 131.0684 0.0229 0.0723 0.0232 +449.999 70.000 18.9594 130.8700 0.0211 0.0670 0.0232 +451.593 70.000 18.9178 131.0394 0.0219 0.0697 0.0232 +453.187 70.000 18.7047 131.0346 0.0216 0.0694 0.0232 +454.781 70.000 18.6710 131.1157 0.0212 0.0681 0.0232 +456.375 70.000 18.5418 131.0183 0.0202 0.0655 0.0232 +457.969 70.000 18.5096 131.2278 0.0214 0.0694 0.0232 +459.564 70.000 18.3765 131.3249 0.0201 0.0653 0.0232 +461.158 70.000 18.2887 131.3933 0.0209 0.0684 0.0232 +462.752 70.000 18.1606 131.4457 0.0213 0.0702 0.0232 +464.346 70.000 18.0938 131.3049 0.0213 0.0704 0.0232 +465.940 70.000 18.0046 131.4923 0.0213 0.0705 0.0232 +467.535 70.000 17.8948 131.3732 0.0222 0.0740 0.0232 +469.129 70.000 17.8279 131.4698 0.0213 0.0712 0.0232 +470.723 70.000 17.7116 131.6899 0.0205 0.0687 0.0232 +472.317 70.000 17.6114 131.7356 0.0213 0.0719 0.0232 +473.911 70.000 17.5619 131.6656 0.0218 0.0737 0.0232 +475.506 70.000 17.4537 131.7016 0.0219 0.0746 0.0232 +477.100 70.000 17.3426 131.7257 0.0210 0.0720 0.0232 +478.694 70.000 17.2962 131.8613 0.0215 0.0738 0.0232 +480.288 70.000 17.1895 131.8259 0.0199 0.0684 0.0232 +481.883 70.000 17.1424 131.9422 0.0199 0.0687 0.0232 +483.477 70.000 17.0862 132.0024 0.0211 0.0728 0.0232 +485.071 70.000 17.0156 131.9197 0.0207 0.0719 0.0232 +486.665 70.000 16.9482 132.1160 0.0216 0.0750 0.0232 +488.260 70.000 16.8580 132.0537 0.0205 0.0719 0.0232 +489.854 70.000 16.7627 132.2144 0.0205 0.0721 0.0232 +491.448 70.000 16.7155 132.2776 0.0209 0.0737 0.0232 +493.042 70.000 16.6319 132.1445 0.0210 0.0744 0.0232 +494.637 70.000 16.5228 132.1540 0.0207 0.0739 0.0232 +496.231 70.000 16.4297 132.2144 0.0220 0.0788 0.0232 +497.825 70.000 16.4401 132.3262 0.0212 0.0759 0.0232 +499.419 70.000 16.3148 132.2568 0.0215 0.0777 0.0232 +501.014 70.000 16.2541 132.5227 0.0213 0.0768 0.0232 +502.608 70.000 16.2428 132.5219 0.0213 0.0767 0.0232 +504.202 70.000 16.1223 132.4648 0.0210 0.0765 0.0232 +505.796 70.000 16.0513 132.5214 0.0209 0.0761 0.0232 +507.391 70.000 16.0257 132.6215 0.0234 0.0855 0.0232 +508.985 70.000 15.9360 132.5412 0.0213 0.0783 0.0232 +510.579 70.000 15.9242 132.6926 0.0214 0.0785 0.0232 +512.173 70.000 15.8518 132.7030 0.0215 0.0792 0.0232 +513.767 70.000 15.8379 132.9063 0.0232 0.0851 0.0232 +515.362 70.000 15.6892 132.8801 0.0210 0.0781 0.0232 +516.956 70.000 15.6539 132.6693 0.0227 0.0847 0.0232 +518.550 70.000 15.6085 132.9956 0.0227 0.0844 0.0232 +520.144 70.000 15.5520 132.9157 0.0230 0.0863 0.0232 +521.738 70.000 15.4964 133.0548 0.0220 0.0827 0.0232 +523.332 70.000 15.3929 132.9885 0.0215 0.0814 0.0232 +524.926 70.000 15.4150 133.1186 0.0224 0.0844 0.0232 +526.520 70.000 15.2698 132.8382 0.0216 0.0824 0.0232 +528.115 70.000 15.3269 133.1913 0.0236 0.0892 0.0232 +529.709 70.000 15.2448 133.3128 0.0230 0.0872 0.0232 +531.303 70.000 15.2142 133.2205 0.0252 0.0961 0.0232 +532.897 70.000 15.1382 133.4641 0.0268 0.1022 0.0232 +534.491 70.000 15.0185 133.1784 0.0285 0.1101 0.0232 +536.085 70.000 14.9769 133.1963 0.0246 0.0953 0.0232 +537.679 70.000 14.9915 133.4501 0.0241 0.0930 0.0232 +539.273 70.000 14.9751 133.6342 0.0223 0.0859 0.0232 +540.867 70.000 14.8226 133.3783 0.0230 0.0899 0.0232 +542.461 70.000 14.8311 133.4896 0.0223 0.0868 0.0232 +544.054 70.000 14.8002 133.6274 0.0231 0.0901 0.0232 +545.648 70.000 14.7363 133.4953 0.0255 0.0999 0.0232 +547.242 70.000 14.6739 133.9321 0.0233 0.0913 0.0232 +548.836 70.000 14.6142 133.8354 0.0243 0.0958 0.0232 +550.430 70.000 14.5871 133.8406 0.0255 0.1006 0.0232 +552.024 70.000 14.4972 133.7342 0.0235 0.0934 0.0232 +553.618 70.000 14.5256 134.0300 0.0236 0.0933 0.0232 +555.211 70.000 14.4042 133.7180 0.0230 0.0920 0.0232 +556.805 70.000 14.3482 133.9705 0.0247 0.0987 0.0232 +558.399 70.000 14.3600 133.8216 0.0252 0.1008 0.0232 +559.992 70.000 14.2251 134.0403 0.0234 0.0943 0.0232 +561.586 70.000 14.2819 133.8879 0.0252 0.1012 0.0232 +563.180 70.000 14.1938 133.9217 0.0238 0.0964 0.0232 +564.773 70.000 14.1346 134.1378 0.0234 0.0949 0.0232 +566.367 70.000 14.1284 134.1909 0.0244 0.0991 0.0232 +567.960 70.000 14.0887 134.3382 0.0237 0.0962 0.0232 +569.554 70.000 14.0755 134.0716 0.0242 0.0986 0.0232 +571.147 70.000 13.9704 134.1968 0.0245 0.1005 0.0232 +572.741 70.000 14.0009 134.4114 0.0233 0.0952 0.0232 +574.334 70.000 13.8925 134.2306 0.0234 0.0965 0.0232 +575.928 70.000 13.9124 134.3501 0.0269 0.1107 0.0232 +577.521 70.000 13.9018 134.4841 0.0250 0.1027 0.0232 +579.114 70.000 13.8053 134.5191 0.0232 0.0960 0.0232 +580.708 70.000 13.7696 134.5344 0.0254 0.1054 0.0232 +582.301 70.000 13.7313 134.6299 0.0244 0.1014 0.0232 +583.894 70.000 13.6535 134.7413 0.0240 0.1001 0.0232 +585.487 70.000 13.6636 134.7021 0.0241 0.1004 0.0232 +587.081 70.000 13.6428 134.7044 0.0231 0.0964 0.0232 +588.674 70.000 13.5725 134.7866 0.0237 0.0993 0.0232 +590.267 70.000 13.5503 135.0468 0.0251 0.1051 0.0232 +591.860 70.000 13.5128 135.0280 0.0247 0.1035 0.0232 +593.453 70.000 13.4640 134.8930 0.0232 0.0979 0.0232 +595.046 70.000 13.3842 135.0187 0.0243 0.1031 0.0232 +596.639 70.000 13.4386 135.1543 0.0237 0.0998 0.0232 +598.232 70.000 13.3556 135.1927 0.0233 0.0988 0.0232 +599.824 70.000 13.3395 135.1367 0.0234 0.0996 0.0232 +601.417 70.000 13.2817 135.1319 0.0232 0.0992 0.0232 +603.010 70.000 13.2724 135.3320 0.0243 0.1034 0.0232 +604.603 70.000 13.2624 135.1771 0.0247 0.1056 0.0232 +606.195 70.000 13.2048 135.2988 0.0231 0.0989 0.0232 +607.788 70.000 13.1641 135.5471 0.0236 0.1012 0.0232 +609.381 70.000 13.1369 135.4094 0.0231 0.0997 0.0232 +610.973 70.000 13.1294 135.4624 0.0238 0.1028 0.0232 +612.566 70.000 13.1193 135.5193 0.0231 0.0995 0.0232 +614.158 70.000 13.1093 135.7272 0.0231 0.0996 0.0232 +615.751 70.000 13.0414 135.7386 0.0228 0.0986 0.0232 +617.343 70.000 13.0000 135.6822 0.0251 0.1090 0.0232 +618.935 70.000 12.9245 135.6248 0.0224 0.0981 0.0232 +620.528 70.000 12.9412 135.8607 0.0223 0.0974 0.0232 +622.120 70.000 12.8815 135.6148 0.0232 0.1022 0.0232 +623.712 70.000 12.8674 135.8618 0.0229 0.1006 0.0232 +625.304 70.000 12.8380 135.9597 0.0231 0.1017 0.0232 +626.896 70.000 12.8067 135.9488 0.0233 0.1029 0.0232 +628.488 70.000 12.7882 136.2224 0.0229 0.1009 0.0232 +630.080 70.000 12.7134 136.2243 0.0212 0.0938 0.0232 +631.672 70.000 12.6659 136.0258 0.0212 0.0947 0.0232 +633.264 70.000 12.6589 136.0032 0.0231 0.1032 0.0232 +634.856 70.000 12.6605 136.1265 0.0229 0.1022 0.0232 +636.448 70.000 12.6352 136.1199 0.0238 0.1064 0.0232 +638.039 70.000 12.5471 136.3942 0.0226 0.1012 0.0232 +639.631 70.000 12.5460 136.4342 0.0233 0.1046 0.0232 +641.223 70.000 12.5232 136.3727 0.0214 0.0964 0.0232 +642.814 70.000 12.5275 136.6271 0.0227 0.1018 0.0232 +644.406 70.000 12.4914 136.6043 0.0227 0.1019 0.0232 +645.997 70.000 12.4464 136.4538 0.0223 0.1010 0.0232 +647.589 70.000 12.4157 136.5258 0.0226 0.1025 0.0232 +649.180 70.000 12.3645 136.6949 0.0209 0.0950 0.0232 +650.771 70.000 12.3474 136.8119 0.0217 0.0985 0.0232 +652.362 70.000 12.3595 136.6938 0.0201 0.0916 0.0232 +653.953 70.000 12.3714 136.8130 0.0223 0.1012 0.0232 +655.545 70.000 12.2992 136.7764 0.0215 0.0984 0.0232 +657.136 70.000 12.2710 136.9510 0.0214 0.0981 0.0232 +658.727 70.000 12.2423 136.8569 0.0199 0.0913 0.0232 +660.317 70.000 12.2423 137.0191 0.0212 0.0975 0.0232 +661.908 70.000 12.1813 136.9086 0.0209 0.0965 0.0232 +663.499 70.000 12.1637 136.9592 0.0224 0.1038 0.0232 +665.090 70.000 12.1926 137.1146 0.0208 0.0961 0.0232 +666.680 70.000 12.1312 137.0995 0.0222 0.1028 0.0232 +668.271 70.000 12.0935 137.1688 0.0219 0.1019 0.0232 +669.861 70.000 12.0911 137.2354 0.0218 0.1015 0.0232 +671.452 70.000 12.0579 137.3740 0.0220 0.1025 0.0232 +673.042 70.000 12.0470 137.2480 0.0198 0.0925 0.0232 +674.633 70.000 11.9933 137.2398 0.0197 0.0926 0.0232 +676.223 70.000 11.9770 137.3581 0.0208 0.0979 0.0232 +677.813 70.000 11.9842 137.5157 0.0207 0.0975 0.0232 +679.403 70.000 11.9290 137.4664 0.0190 0.0899 0.0232 +680.993 70.000 11.8887 137.4774 0.0184 0.0875 0.0232 +682.583 70.000 11.8620 137.6895 0.0196 0.0932 0.0232 +684.173 70.000 11.8437 137.5246 0.0212 0.1011 0.0232 +685.763 70.000 11.8489 137.6519 0.0201 0.0957 0.0232 +687.353 70.000 11.8340 137.6991 0.0197 0.0938 0.0232 +688.942 70.000 11.8266 137.6969 0.0193 0.0919 0.0232 +690.532 70.000 11.7567 137.8961 0.0193 0.0925 0.0232 +692.121 70.000 11.7409 137.9742 0.0199 0.0955 0.0232 +693.711 70.000 11.7580 138.1594 0.0200 0.0959 0.0232 +695.300 70.000 11.6954 138.0421 0.0189 0.0912 0.0232 +696.890 70.000 11.6553 137.9627 0.0188 0.0910 0.0232 +698.479 70.000 11.6602 138.1547 0.0195 0.0943 0.0232 +700.068 70.000 11.6505 138.1082 0.0200 0.0968 0.0232 +701.657 70.000 11.6044 138.1799 0.0184 0.0894 0.0232 +703.246 70.000 11.6016 138.2270 0.0202 0.0982 0.0232 +704.835 70.000 11.5943 138.3188 0.0202 0.0979 0.0232 +706.424 70.000 11.5698 138.3560 0.0201 0.0977 0.0232 +708.013 70.000 11.5382 138.3857 0.0210 0.1024 0.0232 +709.601 70.000 11.5471 138.4326 0.0210 0.1026 0.0232 +711.190 70.000 11.4956 138.5709 0.0201 0.0983 0.0232 +712.778 70.000 11.4679 138.3516 0.0188 0.0924 0.0232 +714.367 70.000 11.4658 138.5371 0.0184 0.0907 0.0232 +715.955 70.000 11.4618 138.6726 0.0185 0.0911 0.0232 +717.543 70.000 11.4261 138.6704 0.0192 0.0948 0.0232 +719.132 70.000 11.4094 138.7564 0.0189 0.0935 0.0232 +720.720 70.000 11.3984 138.8251 0.0199 0.0986 0.0232 +722.308 70.000 11.3407 138.8232 0.0189 0.0940 0.0232 +723.896 70.000 11.3410 138.7116 0.0182 0.0907 0.0232 +725.483 70.000 11.3365 138.9912 0.0201 0.1002 0.0232 +727.071 70.000 11.3285 138.9804 0.0205 0.1023 0.0232 +728.659 70.000 11.2662 139.1046 0.0184 0.0924 0.0232 +730.246 70.000 11.2630 138.9236 0.0180 0.0906 0.0232 +731.834 70.000 11.2814 138.9579 0.0184 0.0924 0.0232 +733.421 70.000 11.2690 139.1712 0.0179 0.0902 0.0232 +735.009 70.000 11.1954 138.9803 0.0190 0.0965 0.0232 +736.596 70.000 11.2108 139.2451 0.0187 0.0949 0.0232 +738.183 70.000 11.1925 139.3194 0.0192 0.0971 0.0232 +739.770 70.000 11.1612 139.2217 0.0193 0.0983 0.0232 +741.357 70.000 11.1139 139.2557 0.0189 0.0966 0.0232 +742.944 70.000 11.1268 139.4683 0.0176 0.0899 0.0232 +744.531 70.000 11.1359 139.3918 0.0193 0.0986 0.0232 +746.117 70.000 11.1080 139.4918 0.0176 0.0900 0.0232 +747.704 70.000 11.0686 139.5214 0.0178 0.0916 0.0232 +749.290 70.000 11.0394 139.6241 0.0179 0.0921 0.0232 +750.877 70.000 11.0225 139.7448 0.0178 0.0921 0.0232 +752.463 70.000 10.9924 139.8569 0.0180 0.0933 0.0232 +754.049 70.000 10.9947 139.9478 0.0175 0.0908 0.0232 +755.635 70.000 10.9659 139.7816 0.0182 0.0947 0.0232 +757.221 70.000 10.9330 139.9852 0.0183 0.0952 0.0232 +758.807 70.000 10.9570 139.7985 0.0164 0.0851 0.0232 +760.393 70.000 10.9369 139.7789 0.0174 0.0906 0.0232 +761.979 70.000 10.9170 139.8928 0.0182 0.0952 0.0232 +763.564 70.000 10.8921 139.9088 0.0178 0.0931 0.0232 +765.150 70.000 10.8596 140.0600 0.0178 0.0933 0.0232 +766.735 70.000 10.8736 140.2011 0.0177 0.0926 0.0232 +768.320 70.000 10.8203 140.1117 0.0175 0.0921 0.0232 +769.906 70.000 10.8202 140.0350 0.0186 0.0978 0.0232 +771.491 70.000 10.8331 140.3563 0.0180 0.0945 0.0232 +773.076 70.000 10.8030 140.1284 0.0179 0.0947 0.0232 +774.661 70.000 10.7462 139.9020 0.0179 0.0952 0.0232 +776.245 70.000 10.7798 140.3133 0.0171 0.0905 0.0232 +777.830 70.000 10.7523 140.4653 0.0166 0.0882 0.0232 +779.415 70.000 10.7539 140.5682 0.0182 0.0963 0.0232 +780.999 70.000 10.7149 140.6266 0.0179 0.0950 0.0232 +782.583 70.000 10.6636 140.6393 0.0174 0.0932 0.0232 +784.168 70.000 10.6789 140.6352 0.0171 0.0915 0.0232 +785.752 70.000 10.6785 140.6735 0.0176 0.0940 0.0232 +787.336 70.000 10.6621 140.6460 0.0181 0.0969 0.0232 +788.920 70.000 10.6491 140.6927 0.0174 0.0935 0.0232 +790.504 70.000 10.6173 140.6206 0.0170 0.0915 0.0232 +792.087 70.000 10.6138 140.7393 0.0174 0.0939 0.0232 +793.671 70.000 10.6166 140.8324 0.0187 0.1008 0.0232 +795.254 70.000 10.5868 140.9198 0.0178 0.0965 0.0232 +796.838 70.000 10.5595 141.0945 0.0173 0.0938 0.0232 +798.421 70.000 10.5363 141.0752 0.0168 0.0914 0.0232 +800.004 70.000 10.4992 141.0168 0.0181 0.0988 0.0232 +801.587 70.000 10.5347 141.2690 0.0172 0.0936 0.0232 +803.170 70.000 10.4784 140.9431 0.0180 0.0985 0.0232 +804.753 70.000 10.5282 141.0781 0.0175 0.0955 0.0232 +806.335 70.000 10.4740 141.1897 0.0170 0.0933 0.0232 +807.918 70.000 10.4713 141.1526 0.0166 0.0914 0.0232 +809.500 70.000 10.4560 140.9792 0.0181 0.0999 0.0232 +811.083 70.000 10.4507 141.2074 0.0179 0.0986 0.0232 +812.665 70.000 10.4474 141.2883 0.0169 0.0933 0.0232 +814.247 70.000 10.3849 141.6157 0.0172 0.0955 0.0232 +815.829 70.000 10.3852 141.5215 0.0180 0.0996 0.0232 +817.411 70.000 10.4041 141.7061 0.0170 0.0943 0.0232 +818.993 70.000 10.3848 141.5761 0.0184 0.1020 0.0232 +820.574 70.000 10.3559 141.6573 0.0182 0.1011 0.0232 +822.156 70.000 10.3641 141.6956 0.0169 0.0943 0.0232 +823.737 70.000 10.3282 141.5128 0.0179 0.1002 0.0232 +825.318 70.000 10.3285 141.8053 0.0179 0.0999 0.0232 +826.899 70.000 10.3400 141.7480 0.0163 0.0912 0.0232 +828.480 70.000 10.2951 141.9613 0.0173 0.0972 0.0232 +830.061 70.000 10.2865 141.8070 0.0172 0.0967 0.0232 +831.642 70.000 10.2563 141.8126 0.0165 0.0930 0.0232 +833.223 70.000 10.2505 142.0197 0.0173 0.0971 0.0232 +834.803 70.000 10.2298 141.9952 0.0182 0.1028 0.0232 +836.383 70.000 10.1822 142.1838 0.0188 0.1065 0.0232 +837.964 70.000 10.2099 141.9871 0.0188 0.1062 0.0232 +839.544 70.000 10.2049 141.9043 0.0180 0.1016 0.0232 +841.124 70.000 10.1992 141.9826 0.0176 0.0998 0.0232 +842.704 70.000 10.2143 142.2516 0.0176 0.0995 0.0232 +844.283 70.000 10.2131 141.9228 0.0178 0.1004 0.0232 +845.863 70.000 10.1374 142.2745 0.0183 0.1042 0.0232 +847.442 70.000 10.1775 142.1589 0.0173 0.0979 0.0232 +849.022 70.000 10.1408 142.4469 0.0175 0.0993 0.0232 +850.601 70.000 10.1050 142.4967 0.0175 0.0994 0.0232 +852.180 70.000 10.1243 142.5424 0.0179 0.1015 0.0232 +853.759 70.000 10.0702 142.2896 0.0183 0.1047 0.0232 +855.338 70.000 10.0662 142.8299 0.0167 0.0953 0.0232 +856.916 70.000 10.0899 142.7071 0.0178 0.1015 0.0232 +858.495 70.000 10.0665 142.4115 0.0177 0.1012 0.0232 +860.073 70.000 10.0505 142.5210 0.0175 0.1005 0.0232 +861.651 70.000 10.0737 142.5586 0.0177 0.1009 0.0232 +863.229 70.000 10.0286 142.5622 0.0170 0.0974 0.0232 +864.808 70.000 10.0222 142.7598 0.0181 0.1038 0.0232 +866.385 70.000 9.9814 142.8412 0.0170 0.0977 0.0232 +867.963 70.000 9.9783 142.7819 0.0173 0.0998 0.0232 +869.541 70.000 9.9687 142.6814 0.0167 0.0964 0.0232 +871.118 70.000 9.9431 143.0166 0.0180 0.1041 0.0232 +872.695 70.000 9.9391 142.6824 0.0181 0.1048 0.0232 +874.272 70.000 9.9360 143.0485 0.0170 0.0979 0.0232 +875.849 70.000 9.9112 142.8346 0.0182 0.1056 0.0232 +877.426 70.000 9.9187 143.0881 0.0177 0.1027 0.0232 +879.003 70.000 9.9458 142.9306 0.0178 0.1027 0.0232 +880.580 70.000 9.8950 143.0203 0.0183 0.1061 0.0232 +882.156 70.000 9.8370 143.0876 0.0178 0.1041 0.0232 +883.732 70.000 9.8592 142.9682 0.0190 0.1106 0.0232 +885.308 70.000 9.8912 143.2717 0.0187 0.1086 0.0232 +886.884 70.000 9.8560 143.2463 0.0181 0.1057 0.0232 +888.460 70.000 9.8533 143.5746 0.0183 0.1067 0.0232 +890.036 70.000 9.8494 143.3357 0.0179 0.1045 0.0232 +891.611 70.000 9.8330 143.4454 0.0176 0.1027 0.0232 +893.187 70.000 9.7976 143.3985 0.0180 0.1055 0.0232 +894.762 70.000 9.7774 143.7989 0.0170 0.1001 0.0232 +896.337 70.000 9.8324 143.6725 0.0174 0.1019 0.0232 +897.912 70.000 9.7532 143.6954 0.0173 0.1020 0.0232 +899.487 70.000 9.7929 143.5168 0.0198 0.1162 0.0232 +901.062 70.000 9.7593 143.6004 0.0173 0.1023 0.0232 +902.636 70.000 9.7439 143.6322 0.0175 0.1035 0.0232 +904.210 70.000 9.7550 143.8757 0.0171 0.1008 0.0232 +905.785 70.000 9.7789 143.7879 0.0189 0.1113 0.0232 +907.359 70.000 9.6694 143.8026 0.0182 0.1083 0.0232 +908.933 70.000 9.7043 143.9902 0.0192 0.1138 0.0232 +910.506 70.000 9.7128 143.7804 0.0179 0.1058 0.0232 +912.080 70.000 9.6986 144.0188 0.0178 0.1052 0.0232 +913.653 70.000 9.7066 143.9576 0.0183 0.1081 0.0232 +915.227 70.000 9.6943 143.8600 0.0179 0.1061 0.0232 +916.800 70.000 9.6496 144.0591 0.0189 0.1124 0.0232 +918.373 70.000 9.6432 144.1283 0.0195 0.1160 0.0232 +919.946 70.000 9.6595 143.9568 0.0209 0.1242 0.0232 +921.518 70.000 9.6586 144.1244 0.0186 0.1107 0.0232 +923.091 70.000 9.6183 144.1262 0.0187 0.1115 0.0232 +924.663 70.000 9.6169 143.9907 0.0181 0.1081 0.0232 +926.235 70.000 9.5916 144.3470 0.0192 0.1145 0.0232 +927.807 70.000 9.6188 144.5280 0.0207 0.1235 0.0232 +929.379 70.000 9.5829 144.1770 0.0194 0.1158 0.0232 +930.951 70.000 9.5841 144.2654 0.0197 0.1176 0.0232 +932.522 70.000 9.5433 144.4561 0.0184 0.1104 0.0232 +934.093 70.000 9.5775 144.5101 0.0192 0.1147 0.0232 +935.665 70.000 9.5382 144.5880 0.0204 0.1222 0.0232 +937.236 70.000 9.5829 144.7873 0.0216 0.1282 0.0232 +938.806 70.000 9.5470 144.5778 0.0217 0.1296 0.0232 +940.377 70.000 9.4922 144.4948 0.0224 0.1343 0.0232 +941.948 70.000 9.4820 144.4260 0.0243 0.1457 0.0232 +943.518 70.000 9.4973 144.5032 0.0254 0.1521 0.0232 +945.088 70.000 9.4980 144.7930 0.0252 0.1506 0.0232 +946.658 70.000 9.5288 144.8643 0.0256 0.1523 0.0232 +948.228 70.000 9.5497 144.7798 0.0247 0.1467 0.0232 +949.798 70.000 9.4774 144.4247 0.0243 0.1453 0.0232 +951.367 70.000 9.4719 144.9581 0.0239 0.1432 0.0232 +952.937 70.000 9.4899 144.8330 0.0240 0.1428 0.0232 +954.506 70.000 9.4776 144.8411 0.0250 0.1492 0.0232 +956.075 70.000 9.4965 145.0455 0.0239 0.1423 0.0232 +957.644 70.000 9.4191 145.2274 0.0230 0.1375 0.0232 +959.212 70.000 9.4008 145.0697 0.0226 0.1354 0.0232 +960.781 70.000 9.4378 145.1385 0.0237 0.1410 0.0232 +962.349 70.000 9.4110 145.2607 0.0243 0.1451 0.0232 +963.917 70.000 9.3751 145.0541 0.0224 0.1342 0.0232 +965.485 70.000 9.4132 145.4804 0.0213 0.1267 0.0232 +967.053 70.000 9.3802 145.1236 0.0224 0.1340 0.0232 +968.621 70.000 9.4303 145.5188 0.0230 0.1367 0.0232 +970.188 70.000 9.3817 145.1254 0.0240 0.1433 0.0232 +971.755 70.000 9.3492 145.3352 0.0237 0.1422 0.0232 +973.322 70.000 9.3736 145.3970 0.0215 0.1286 0.0232 +974.889 70.000 9.3431 145.3893 0.0231 0.1381 0.0232 +976.456 70.000 9.3743 145.6484 0.0227 0.1355 0.0232 +978.023 70.000 9.3366 145.4706 0.0242 0.1445 0.0232 +979.589 70.000 9.2963 145.3973 0.0223 0.1340 0.0232 +981.155 70.000 9.3152 145.5629 0.0217 0.1299 0.0232 +982.721 70.000 9.2916 145.6621 0.0241 0.1441 0.0232 +984.287 70.000 9.3235 145.8785 0.0247 0.1473 0.0232 +985.853 70.000 9.3325 145.6381 0.0235 0.1400 0.0232 +987.418 70.000 9.2948 145.7398 0.0226 0.1352 0.0232 +988.983 70.000 9.2496 145.7124 0.0235 0.1412 0.0232 +990.548 70.000 9.3299 145.7037 0.0254 0.1515 0.0232 +992.113 70.000 9.2576 145.7940 0.0257 0.1543 0.0232 +993.678 70.000 9.2360 145.6877 0.0245 0.1471 0.0232 +995.242 70.000 9.2065 145.6308 0.0237 0.1430 0.0232 +996.807 70.000 9.2694 145.8958 0.0245 0.1467 0.0232 +998.371 70.000 9.2149 145.5705 0.0269 0.1622 0.0232 +999.935 70.000 9.2191 145.7955 0.0303 0.1824 0.0232 +370.324 70.000 30.1128 121.3460 0.0958 0.2127 0.0650 +371.917 70.000 29.8859 122.7472 0.0823 0.1819 0.0650 +373.510 70.000 29.5518 123.2586 0.0801 0.1781 0.0650 +375.103 70.000 29.1763 124.1566 0.0790 0.1765 0.0650 +376.695 70.000 28.7655 124.9859 0.0703 0.1582 0.0650 +378.288 70.000 28.3183 125.3425 0.0627 0.1428 0.0650 +379.881 70.000 28.0741 126.0816 0.0562 0.1284 0.0650 +381.474 70.000 27.6097 126.4926 0.0566 0.1311 0.0650 +383.067 70.000 27.1305 126.7428 0.0506 0.1191 0.0650 +384.660 70.000 26.7711 127.5204 0.0466 0.1103 0.0650 +386.253 70.000 26.2975 127.5815 0.0465 0.1118 0.0650 +387.846 70.000 25.8231 127.8847 0.0449 0.1095 0.0650 +389.439 70.000 25.6376 128.1290 0.0431 0.1057 0.0650 +391.032 70.000 25.3242 128.3032 0.0435 0.1077 0.0650 +392.625 70.000 25.0983 128.7294 0.0410 0.1021 0.0650 +394.219 70.000 24.6627 128.1148 0.0382 0.0973 0.0650 +395.812 70.000 24.5636 128.3218 0.0396 0.1012 0.0650 +397.405 70.000 24.2796 128.5636 0.0363 0.0936 0.0650 +398.999 70.000 23.9493 128.5469 0.0341 0.0892 0.0650 +400.592 70.000 23.8347 128.9517 0.0342 0.0898 0.0650 +402.185 70.000 23.5626 129.0787 0.0328 0.0870 0.0650 +403.779 70.000 23.3094 129.2436 0.0315 0.0841 0.0650 +405.372 70.000 23.0552 129.3386 0.0344 0.0927 0.0650 +406.966 70.000 22.8813 129.1269 0.0321 0.0871 0.0650 +408.559 70.000 22.7210 129.5872 0.0277 0.0755 0.0650 +410.153 70.000 22.4707 129.4196 0.0294 0.0810 0.0650 +411.746 70.000 22.4613 129.5056 0.0292 0.0804 0.0650 +413.340 70.000 22.2040 129.4167 0.0288 0.0803 0.0650 +414.933 70.000 22.0247 129.4707 0.0277 0.0777 0.0650 +416.527 70.000 21.8259 129.6187 0.0260 0.0737 0.0650 +418.121 70.000 21.6952 129.8076 0.0277 0.0789 0.0650 +419.714 70.000 21.3862 129.5693 0.0261 0.0753 0.0650 +421.308 70.000 21.2626 129.6738 0.0258 0.0747 0.0650 +422.902 70.000 21.1244 130.0998 0.0257 0.0747 0.0650 +424.496 70.000 20.9656 130.1603 0.0246 0.0719 0.0650 +426.090 70.000 20.8185 130.4538 0.0233 0.0685 0.0650 +427.683 70.000 20.7251 130.4655 0.0233 0.0687 0.0650 +429.277 70.000 20.5903 130.4047 0.0236 0.0699 0.0650 +430.871 70.000 20.4621 130.4225 0.0226 0.0675 0.0650 +432.465 70.000 20.3426 130.2379 0.0220 0.0660 0.0650 +434.059 70.000 20.1534 130.0329 0.0231 0.0701 0.0650 +435.653 70.000 20.0386 130.4782 0.0226 0.0687 0.0650 +437.247 70.000 19.9280 130.3710 0.0230 0.0703 0.0650 +438.841 70.000 19.7643 130.4306 0.0234 0.0721 0.0650 +440.435 70.000 19.7045 130.7401 0.0225 0.0692 0.0650 +442.029 70.000 19.5081 130.7132 0.0216 0.0670 0.0650 +443.623 70.000 19.4637 130.7860 0.0227 0.0705 0.0650 +445.217 70.000 19.3086 130.8773 0.0227 0.0709 0.0650 +446.811 70.000 19.2311 131.0377 0.0211 0.0662 0.0650 +448.405 70.000 19.0796 130.9525 0.0216 0.0681 0.0650 +449.999 70.000 18.9306 131.0309 0.0221 0.0702 0.0650 +451.593 70.000 18.8945 131.1860 0.0224 0.0712 0.0650 +453.187 70.000 18.7784 131.0246 0.0227 0.0726 0.0650 +454.781 70.000 18.6643 131.1316 0.0217 0.0699 0.0650 +456.375 70.000 18.5972 131.1955 0.0221 0.0712 0.0650 +457.969 70.000 18.4722 131.2247 0.0202 0.0656 0.0650 +459.564 70.000 18.4086 131.3609 0.0204 0.0662 0.0650 +461.158 70.000 18.2550 131.2697 0.0216 0.0709 0.0650 +462.752 70.000 18.1959 131.6044 0.0219 0.0719 0.0650 +464.346 70.000 18.1421 131.5545 0.0191 0.0629 0.0650 +465.940 70.000 17.9793 131.1770 0.0208 0.0693 0.0650 +467.535 70.000 17.9267 131.7100 0.0217 0.0720 0.0650 +469.129 70.000 17.7794 131.5546 0.0218 0.0730 0.0650 +470.723 70.000 17.7354 131.6151 0.0216 0.0726 0.0650 +472.317 70.000 17.6879 131.5637 0.0218 0.0733 0.0650 +473.911 70.000 17.5589 131.7227 0.0194 0.0657 0.0650 +475.506 70.000 17.4538 131.5640 0.0206 0.0703 0.0650 +477.100 70.000 17.4137 131.7306 0.0209 0.0712 0.0650 +478.694 70.000 17.3405 131.9099 0.0216 0.0737 0.0650 +480.288 70.000 17.2737 132.0266 0.0213 0.0727 0.0650 +481.883 70.000 17.1801 131.8746 0.0201 0.0694 0.0650 +483.477 70.000 17.0712 131.8355 0.0219 0.0760 0.0650 +485.071 70.000 17.0003 131.9586 0.0204 0.0708 0.0650 +486.665 70.000 16.9128 131.8099 0.0212 0.0743 0.0650 +488.260 70.000 16.7627 131.9530 0.0218 0.0769 0.0650 +489.854 70.000 16.7927 132.2786 0.0214 0.0751 0.0650 +491.448 70.000 16.7380 132.2287 0.0206 0.0726 0.0650 +493.042 70.000 16.6031 131.9604 0.0211 0.0749 0.0650 +494.637 70.000 16.5663 132.2116 0.0218 0.0774 0.0650 +496.231 70.000 16.4666 132.2974 0.0211 0.0752 0.0650 +497.825 70.000 16.4037 132.2417 0.0206 0.0739 0.0650 +499.419 70.000 16.3389 132.3444 0.0213 0.0765 0.0650 +501.014 70.000 16.3581 132.4895 0.0218 0.0780 0.0650 +502.608 70.000 16.2213 132.4017 0.0202 0.0732 0.0650 +504.202 70.000 16.2291 132.4393 0.0219 0.0791 0.0650 +505.796 70.000 16.0814 132.4276 0.0205 0.0749 0.0650 +507.391 70.000 16.0102 132.4699 0.0225 0.0824 0.0650 +508.985 70.000 16.0024 132.7155 0.0213 0.0777 0.0650 +510.579 70.000 15.8952 132.7478 0.0210 0.0773 0.0650 +512.173 70.000 15.8678 132.8859 0.0207 0.0762 0.0650 +513.767 70.000 15.8082 132.8097 0.0210 0.0775 0.0650 +515.362 70.000 15.6998 132.7146 0.0208 0.0773 0.0650 +516.956 70.000 15.6599 132.7351 0.0209 0.0778 0.0650 +518.550 70.000 15.6007 132.7438 0.0222 0.0832 0.0650 +520.144 70.000 15.5520 133.1023 0.0210 0.0784 0.0650 +521.738 70.000 15.4864 133.1567 0.0231 0.0865 0.0650 +523.332 70.000 15.4857 133.0482 0.0222 0.0834 0.0650 +524.926 70.000 15.3607 132.9714 0.0217 0.0820 0.0650 +526.520 70.000 15.3256 132.8820 0.0224 0.0852 0.0650 +528.115 70.000 15.2379 132.8773 0.0230 0.0879 0.0650 +529.709 70.000 15.2373 133.2667 0.0248 0.0942 0.0650 +531.303 70.000 15.1280 133.1265 0.0242 0.0929 0.0650 +532.897 70.000 15.1150 133.2455 0.0280 0.1075 0.0650 +534.491 70.000 15.0653 133.4535 0.0260 0.0996 0.0650 +536.085 70.000 15.0121 133.2974 0.0261 0.1008 0.0650 +537.679 70.000 14.9245 133.3664 0.0235 0.0913 0.0650 +539.273 70.000 14.8706 133.3093 0.0222 0.0865 0.0650 +540.867 70.000 14.8789 133.6619 0.0225 0.0871 0.0650 +542.461 70.000 14.8357 133.5887 0.0239 0.0928 0.0650 +544.054 70.000 14.7356 133.3711 0.0221 0.0868 0.0650 +545.648 70.000 14.6819 133.5480 0.0238 0.0936 0.0650 +547.242 70.000 14.7079 133.8245 0.0219 0.0858 0.0650 +548.836 70.000 14.5982 133.7837 0.0227 0.0893 0.0650 +550.430 70.000 14.5285 133.8063 0.0226 0.0896 0.0650 +552.024 70.000 14.5275 133.7153 0.0224 0.0890 0.0650 +553.618 70.000 14.4848 133.9612 0.0235 0.0930 0.0650 +555.211 70.000 14.3609 133.7488 0.0237 0.0951 0.0650 +556.805 70.000 14.3523 133.9865 0.0230 0.0919 0.0650 +558.399 70.000 14.3550 133.9055 0.0248 0.0992 0.0650 +559.992 70.000 14.2991 134.0556 0.0248 0.0996 0.0650 +561.586 70.000 14.2562 133.9515 0.0237 0.0954 0.0650 +563.180 70.000 14.1897 134.1296 0.0244 0.0987 0.0650 +564.773 70.000 14.1510 134.1489 0.0240 0.0971 0.0650 +566.367 70.000 14.1708 134.3239 0.0247 0.0995 0.0650 +567.960 70.000 14.0907 134.0009 0.0241 0.0983 0.0650 +569.554 70.000 14.0451 134.1431 0.0230 0.0937 0.0650 +571.147 70.000 14.0567 134.4198 0.0240 0.0976 0.0650 +572.741 70.000 13.9361 134.2066 0.0242 0.0993 0.0650 +574.334 70.000 13.9284 134.4232 0.0250 0.1026 0.0650 +575.928 70.000 13.9201 134.4012 0.0229 0.0939 0.0650 +577.521 70.000 13.8696 134.4936 0.0253 0.1042 0.0650 +579.114 70.000 13.7703 134.3634 0.0237 0.0985 0.0650 +580.708 70.000 13.7719 134.8106 0.0226 0.0934 0.0650 +582.301 70.000 13.6900 134.6307 0.0233 0.0971 0.0650 +583.894 70.000 13.7120 134.7164 0.0242 0.1006 0.0650 +585.487 70.000 13.7089 134.7646 0.0247 0.1028 0.0650 +587.081 70.000 13.6163 134.7584 0.0240 0.1006 0.0650 +588.674 70.000 13.6141 134.9490 0.0235 0.0980 0.0650 +590.267 70.000 13.5416 134.9298 0.0232 0.0974 0.0650 +591.860 70.000 13.5264 135.0032 0.0239 0.1003 0.0650 +593.453 70.000 13.4512 135.0026 0.0231 0.0976 0.0650 +595.046 70.000 13.4614 135.0556 0.0240 0.1012 0.0650 +596.639 70.000 13.4183 135.1219 0.0252 0.1066 0.0650 +598.232 70.000 13.3594 135.0396 0.0238 0.1011 0.0650 +599.824 70.000 13.3176 135.0564 0.0227 0.0967 0.0650 +601.417 70.000 13.2977 135.3063 0.0237 0.1007 0.0650 +603.010 70.000 13.2849 135.2265 0.0229 0.0976 0.0650 +604.603 70.000 13.2535 135.2168 0.0227 0.0970 0.0650 +606.195 70.000 13.2376 135.2900 0.0237 0.1013 0.0650 +607.788 70.000 13.2152 135.6147 0.0225 0.0959 0.0650 +609.381 70.000 13.1077 135.4698 0.0243 0.1049 0.0650 +610.973 70.000 13.0665 135.3153 0.0240 0.1043 0.0650 +612.566 70.000 13.0771 135.4511 0.0224 0.0970 0.0650 +614.158 70.000 13.0639 135.4235 0.0222 0.0962 0.0650 +615.751 70.000 13.0205 135.6852 0.0244 0.1059 0.0650 +617.343 70.000 12.9832 135.5817 0.0241 0.1051 0.0650 +618.935 70.000 12.9465 135.6230 0.0235 0.1030 0.0650 +620.528 70.000 12.9527 135.7100 0.0248 0.1083 0.0650 +622.120 70.000 12.8685 135.6625 0.0221 0.0973 0.0650 +623.712 70.000 12.8412 135.7059 0.0225 0.0990 0.0650 +625.304 70.000 12.8523 136.0539 0.0234 0.1028 0.0650 +626.896 70.000 12.7840 135.9044 0.0242 0.1070 0.0650 +628.488 70.000 12.7774 136.0417 0.0220 0.0972 0.0650 +630.080 70.000 12.7547 136.0339 0.0221 0.0979 0.0650 +631.672 70.000 12.7242 135.8817 0.0224 0.0994 0.0650 +633.264 70.000 12.6743 136.1630 0.0222 0.0989 0.0650 +634.856 70.000 12.6183 136.3120 0.0219 0.0978 0.0650 +636.448 70.000 12.5899 136.1777 0.0222 0.0993 0.0650 +638.039 70.000 12.5694 136.3624 0.0239 0.1071 0.0650 +639.631 70.000 12.5829 136.3685 0.0233 0.1044 0.0650 +641.223 70.000 12.5197 136.3917 0.0232 0.1044 0.0650 +642.814 70.000 12.5037 136.3069 0.0230 0.1036 0.0650 +644.406 70.000 12.4882 136.4924 0.0241 0.1086 0.0650 +645.997 70.000 12.4726 136.5498 0.0222 0.1001 0.0650 +647.589 70.000 12.3912 136.4801 0.0220 0.0998 0.0650 +649.180 70.000 12.4140 136.7469 0.0203 0.0917 0.0650 +650.771 70.000 12.3450 136.6613 0.0207 0.0944 0.0650 +652.362 70.000 12.3787 136.7679 0.0215 0.0977 0.0650 +653.953 70.000 12.3692 136.9248 0.0216 0.0980 0.0650 +655.545 70.000 12.3150 136.6742 0.0215 0.0984 0.0650 +657.136 70.000 12.2984 136.7467 0.0223 0.1022 0.0650 +658.727 70.000 12.2400 136.9355 0.0213 0.0980 0.0650 +660.317 70.000 12.2300 137.0346 0.0219 0.1004 0.0650 +661.908 70.000 12.1994 137.0354 0.0211 0.0971 0.0650 +663.499 70.000 12.2076 137.0790 0.0206 0.0948 0.0650 +665.090 70.000 12.2027 137.2017 0.0214 0.0987 0.0650 +666.680 70.000 12.1240 137.0528 0.0216 0.1001 0.0650 +668.271 70.000 12.0790 137.2874 0.0215 0.0999 0.0650 +669.861 70.000 12.0986 137.2200 0.0219 0.1021 0.0650 +671.452 70.000 12.0602 137.3419 0.0228 0.1063 0.0650 +673.042 70.000 12.0278 137.1103 0.0216 0.1015 0.0650 +674.633 70.000 12.0161 137.5458 0.0204 0.0955 0.0650 +676.223 70.000 12.0198 137.4108 0.0204 0.0956 0.0650 +677.813 70.000 11.9438 137.2837 0.0194 0.0916 0.0650 +679.403 70.000 11.9285 137.6012 0.0207 0.0975 0.0650 +680.993 70.000 11.9049 137.4536 0.0218 0.1035 0.0650 +682.583 70.000 11.8931 137.7406 0.0204 0.0965 0.0650 +684.173 70.000 11.8929 137.6907 0.0201 0.0954 0.0650 +685.763 70.000 11.8399 137.6537 0.0193 0.0918 0.0650 +687.353 70.000 11.8195 137.7481 0.0203 0.0968 0.0650 +688.942 70.000 11.8005 137.7474 0.0208 0.0994 0.0650 +690.532 70.000 11.7713 137.8352 0.0197 0.0946 0.0650 +692.121 70.000 11.7592 137.9059 0.0189 0.0904 0.0650 +693.711 70.000 11.7129 137.9782 0.0203 0.0976 0.0650 +695.300 70.000 11.7034 138.1996 0.0193 0.0929 0.0650 +696.890 70.000 11.6956 138.2567 0.0197 0.0947 0.0650 +698.479 70.000 11.6537 138.2937 0.0207 0.1001 0.0650 +700.068 70.000 11.6242 138.1644 0.0190 0.0922 0.0650 +701.657 70.000 11.6521 138.1942 0.0208 0.1004 0.0650 +703.246 70.000 11.6085 138.2952 0.0184 0.0893 0.0650 +704.835 70.000 11.5729 138.2569 0.0200 0.0973 0.0650 +706.424 70.000 11.5896 138.3785 0.0223 0.1084 0.0650 +708.013 70.000 11.5085 138.3035 0.0215 0.1055 0.0650 +709.601 70.000 11.5204 138.5042 0.0217 0.1061 0.0650 +711.190 70.000 11.4712 138.5439 0.0211 0.1036 0.0650 +712.778 70.000 11.4926 138.4940 0.0195 0.0956 0.0650 +714.367 70.000 11.4842 138.6383 0.0193 0.0948 0.0650 +715.955 70.000 11.4255 138.6228 0.0189 0.0934 0.0650 +717.543 70.000 11.4627 138.6188 0.0190 0.0934 0.0650 +719.132 70.000 11.4062 138.6821 0.0187 0.0924 0.0650 +720.720 70.000 11.3713 138.8121 0.0192 0.0952 0.0650 +722.308 70.000 11.3593 138.8376 0.0193 0.0958 0.0650 +723.896 70.000 11.3314 139.0574 0.0185 0.0921 0.0650 +725.483 70.000 11.2992 139.0098 0.0182 0.0908 0.0650 +727.071 70.000 11.2872 138.8526 0.0197 0.0986 0.0650 +728.659 70.000 11.2867 138.9518 0.0190 0.0952 0.0650 +730.246 70.000 11.2849 138.9393 0.0198 0.0994 0.0650 +731.834 70.000 11.2654 139.0338 0.0191 0.0962 0.0650 +733.421 70.000 11.2233 139.1385 0.0186 0.0939 0.0650 +735.009 70.000 11.1942 139.2264 0.0189 0.0957 0.0650 +736.596 70.000 11.2292 139.3177 0.0186 0.0941 0.0650 +738.183 70.000 11.1457 139.3872 0.0192 0.0975 0.0650 +739.770 70.000 11.1365 139.2796 0.0184 0.0939 0.0650 +741.357 70.000 11.1299 139.4528 0.0187 0.0953 0.0650 +742.944 70.000 11.1325 139.3961 0.0183 0.0937 0.0650 +744.531 70.000 11.0932 139.3840 0.0188 0.0966 0.0650 +746.117 70.000 11.0908 139.4597 0.0182 0.0933 0.0650 +747.704 70.000 11.0893 139.5708 0.0184 0.0944 0.0650 +749.290 70.000 11.0173 139.6245 0.0188 0.0972 0.0650 +750.877 70.000 11.0503 139.8212 0.0171 0.0881 0.0650 +752.463 70.000 10.9916 139.8590 0.0175 0.0908 0.0650 +754.049 70.000 11.0036 139.7809 0.0185 0.0959 0.0650 +755.635 70.000 10.9806 139.7442 0.0177 0.0921 0.0650 +757.221 70.000 10.9764 139.9065 0.0175 0.0907 0.0650 +758.807 70.000 10.9359 139.8388 0.0180 0.0936 0.0650 +760.393 70.000 10.9164 139.7477 0.0179 0.0935 0.0650 +761.979 70.000 10.9453 139.8990 0.0170 0.0884 0.0650 +763.564 70.000 10.9021 139.9397 0.0175 0.0917 0.0650 +765.150 70.000 10.8835 139.9459 0.0185 0.0972 0.0650 +766.735 70.000 10.8367 140.2252 0.0176 0.0923 0.0650 +768.320 70.000 10.8361 140.3266 0.0176 0.0924 0.0650 +769.906 70.000 10.8365 140.5039 0.0175 0.0921 0.0650 +771.491 70.000 10.8168 140.2976 0.0181 0.0955 0.0650 +773.076 70.000 10.7980 140.1378 0.0158 0.0836 0.0650 +774.661 70.000 10.7838 140.2739 0.0176 0.0933 0.0650 +776.245 70.000 10.8025 140.3012 0.0184 0.0974 0.0650 +777.830 70.000 10.7289 140.3405 0.0175 0.0932 0.0650 +779.415 70.000 10.7253 140.5004 0.0167 0.0886 0.0650 +780.999 70.000 10.6995 140.4933 0.0169 0.0903 0.0650 +782.583 70.000 10.7105 140.6991 0.0179 0.0953 0.0650 +784.168 70.000 10.6601 140.6906 0.0180 0.0960 0.0650 +785.752 70.000 10.6960 140.6799 0.0173 0.0922 0.0650 +787.336 70.000 10.6458 140.5983 0.0179 0.0960 0.0650 +788.920 70.000 10.6544 140.8180 0.0162 0.0867 0.0650 +790.504 70.000 10.6212 140.6549 0.0180 0.0972 0.0650 +792.087 70.000 10.6329 140.7920 0.0186 0.1003 0.0650 +793.671 70.000 10.5886 140.9700 0.0174 0.0940 0.0650 +795.254 70.000 10.5612 140.8232 0.0171 0.0928 0.0650 +796.838 70.000 10.5939 141.0161 0.0174 0.0940 0.0650 +798.421 70.000 10.5611 141.0547 0.0183 0.0993 0.0650 +800.004 70.000 10.5598 140.9880 0.0180 0.0978 0.0650 +801.587 70.000 10.5151 141.1075 0.0173 0.0942 0.0650 +803.170 70.000 10.5235 141.0166 0.0169 0.0924 0.0650 +804.753 70.000 10.4910 141.1374 0.0172 0.0940 0.0650 +806.335 70.000 10.5052 141.2046 0.0176 0.0962 0.0650 +807.918 70.000 10.5137 141.0802 0.0174 0.0953 0.0650 +809.500 70.000 10.4671 141.2644 0.0181 0.0993 0.0650 +811.083 70.000 10.4462 141.3478 0.0181 0.0999 0.0650 +812.665 70.000 10.4261 141.2886 0.0170 0.0937 0.0650 +814.247 70.000 10.4014 141.6091 0.0167 0.0924 0.0650 +815.829 70.000 10.4022 141.5067 0.0177 0.0978 0.0650 +817.411 70.000 10.3480 141.6133 0.0182 0.1012 0.0650 +818.993 70.000 10.3462 141.5329 0.0185 0.1028 0.0650 +820.574 70.000 10.3314 141.8202 0.0170 0.0946 0.0650 +822.156 70.000 10.3522 141.7312 0.0179 0.0999 0.0650 +823.737 70.000 10.3283 141.5090 0.0173 0.0965 0.0650 +825.318 70.000 10.3325 141.6222 0.0178 0.0998 0.0650 +826.899 70.000 10.3169 141.7376 0.0173 0.0968 0.0650 +828.480 70.000 10.2639 141.8967 0.0174 0.0982 0.0650 +830.061 70.000 10.2742 141.8542 0.0170 0.0953 0.0650 +831.642 70.000 10.2395 141.8561 0.0181 0.1023 0.0650 +833.223 70.000 10.2788 142.0293 0.0175 0.0982 0.0650 +834.803 70.000 10.2146 142.0849 0.0173 0.0976 0.0650 +836.383 70.000 10.2495 142.1543 0.0184 0.1038 0.0650 +837.964 70.000 10.2162 142.1502 0.0180 0.1019 0.0650 +839.544 70.000 10.2208 142.0802 0.0173 0.0976 0.0650 +841.124 70.000 10.1763 141.9840 0.0188 0.1064 0.0650 +842.704 70.000 10.2200 142.2037 0.0171 0.0968 0.0650 +844.283 70.000 10.1742 142.2387 0.0175 0.0993 0.0650 +845.863 70.000 10.1969 142.2150 0.0186 0.1052 0.0650 +847.442 70.000 10.1269 142.2356 0.0185 0.1054 0.0650 +849.022 70.000 10.1077 142.2523 0.0178 0.1015 0.0650 +850.601 70.000 10.0990 142.3147 0.0173 0.0986 0.0650 +852.180 70.000 10.0582 142.3319 0.0171 0.0979 0.0650 +853.759 70.000 10.0793 142.4623 0.0179 0.1022 0.0650 +855.338 70.000 10.0370 142.5555 0.0187 0.1074 0.0650 +856.916 70.000 10.0971 142.7659 0.0176 0.1004 0.0650 +858.495 70.000 10.0571 142.5153 0.0183 0.1047 0.0650 +860.073 70.000 10.0975 142.5697 0.0190 0.1085 0.0650 +861.651 70.000 10.0475 142.5901 0.0178 0.1021 0.0650 +863.229 70.000 10.0403 142.7288 0.0177 0.1014 0.0650 +864.808 70.000 10.0203 142.8410 0.0175 0.1005 0.0650 +866.385 70.000 9.9818 142.6661 0.0181 0.1044 0.0650 +867.963 70.000 10.0124 142.8212 0.0185 0.1061 0.0650 +869.541 70.000 9.9578 142.9010 0.0173 0.1001 0.0650 +871.118 70.000 9.9849 142.8105 0.0186 0.1070 0.0650 +872.695 70.000 9.9467 143.1159 0.0181 0.1043 0.0650 +874.272 70.000 9.9600 143.0704 0.0179 0.1032 0.0650 +875.849 70.000 9.9273 142.9839 0.0181 0.1044 0.0650 +877.426 70.000 9.9085 143.0664 0.0180 0.1043 0.0650 +879.003 70.000 9.9147 142.8284 0.0184 0.1068 0.0650 +880.580 70.000 9.8898 143.0490 0.0178 0.1033 0.0650 +882.156 70.000 9.9173 143.0891 0.0177 0.1025 0.0650 +883.732 70.000 9.8785 143.1075 0.0176 0.1024 0.0650 +885.308 70.000 9.8508 143.0708 0.0186 0.1084 0.0650 +886.884 70.000 9.8579 143.4485 0.0185 0.1078 0.0650 +888.460 70.000 9.8534 143.4601 0.0176 0.1026 0.0650 +890.036 70.000 9.8273 143.3334 0.0172 0.1007 0.0650 +891.611 70.000 9.7915 143.6442 0.0180 0.1057 0.0650 +893.187 70.000 9.8300 143.5425 0.0202 0.1179 0.0650 +894.762 70.000 9.8053 143.4814 0.0179 0.1051 0.0650 +896.337 70.000 9.8055 143.4225 0.0177 0.1039 0.0650 +897.912 70.000 9.7888 143.5327 0.0181 0.1065 0.0650 +899.487 70.000 9.7806 143.6883 0.0170 0.1002 0.0650 +901.062 70.000 9.8064 143.5810 0.0181 0.1064 0.0650 +902.636 70.000 9.7621 143.6225 0.0183 0.1082 0.0650 +904.210 70.000 9.7393 143.8398 0.0179 0.1057 0.0650 +905.785 70.000 9.7742 143.7992 0.0187 0.1104 0.0650 +907.359 70.000 9.7373 143.9286 0.0179 0.1057 0.0650 +908.933 70.000 9.7163 143.8310 0.0185 0.1093 0.0650 +910.506 70.000 9.6796 143.9198 0.0178 0.1055 0.0650 +912.080 70.000 9.7010 144.0256 0.0182 0.1076 0.0650 +913.653 70.000 9.6971 144.2502 0.0184 0.1090 0.0650 +915.227 70.000 9.6649 143.9626 0.0198 0.1176 0.0650 +916.800 70.000 9.6434 144.0787 0.0186 0.1105 0.0650 +918.373 70.000 9.6632 144.0405 0.0182 0.1081 0.0650 +919.946 70.000 9.6629 144.2888 0.0190 0.1129 0.0650 +921.518 70.000 9.6647 144.3214 0.0186 0.1102 0.0650 +923.091 70.000 9.6073 144.2572 0.0184 0.1101 0.0650 +924.663 70.000 9.6354 144.3489 0.0193 0.1152 0.0650 +926.235 70.000 9.6342 144.3729 0.0170 0.1013 0.0650 +927.807 70.000 9.6056 144.1957 0.0193 0.1149 0.0650 +929.379 70.000 9.6025 144.0217 0.0203 0.1209 0.0650 +930.951 70.000 9.5816 144.4536 0.0204 0.1221 0.0650 +932.522 70.000 9.5447 144.4779 0.0196 0.1174 0.0650 +934.093 70.000 9.5122 144.5900 0.0190 0.1143 0.0650 +935.665 70.000 9.5576 144.6308 0.0202 0.1203 0.0650 +937.236 70.000 9.5489 144.8812 0.0218 0.1303 0.0650 +938.806 70.000 9.5184 144.4731 0.0240 0.1435 0.0650 +940.377 70.000 9.5130 144.8741 0.0221 0.1324 0.0650 +941.948 70.000 9.5421 144.6101 0.0245 0.1461 0.0650 +943.518 70.000 9.5541 144.6408 0.0227 0.1353 0.0650 +945.088 70.000 9.4748 144.6116 0.0259 0.1555 0.0650 +946.658 70.000 9.5044 144.8296 0.0282 0.1687 0.0650 +948.228 70.000 9.5004 144.7231 0.0262 0.1567 0.0650 +949.798 70.000 9.4219 144.5358 0.0256 0.1539 0.0650 +951.367 70.000 9.4681 144.6437 0.0256 0.1535 0.0650 +952.937 70.000 9.5331 145.1553 0.0258 0.1528 0.0650 +954.506 70.000 9.4799 144.8635 0.0256 0.1525 0.0650 +956.075 70.000 9.4248 145.0477 0.0235 0.1404 0.0650 +957.644 70.000 9.3886 144.9861 0.0231 0.1389 0.0650 +959.212 70.000 9.3962 145.1325 0.0238 0.1426 0.0650 +960.781 70.000 9.4617 145.2344 0.0241 0.1431 0.0650 +962.349 70.000 9.3981 145.4072 0.0236 0.1408 0.0650 +963.917 70.000 9.4243 145.2354 0.0229 0.1363 0.0650 +965.485 70.000 9.3662 145.3718 0.0211 0.1264 0.0650 +967.053 70.000 9.4083 145.1622 0.0244 0.1457 0.0650 +968.621 70.000 9.3494 145.4639 0.0237 0.1419 0.0650 +970.188 70.000 9.3919 145.6060 0.0234 0.1396 0.0650 +971.755 70.000 9.3514 145.2723 0.0221 0.1326 0.0650 +973.322 70.000 9.3496 145.5580 0.0219 0.1308 0.0650 +974.889 70.000 9.3585 145.6407 0.0228 0.1362 0.0650 +976.456 70.000 9.3491 145.5230 0.0225 0.1345 0.0650 +978.023 70.000 9.3501 145.6420 0.0227 0.1356 0.0650 +979.589 70.000 9.3053 145.3605 0.0231 0.1384 0.0650 +981.155 70.000 9.3142 145.6500 0.0225 0.1344 0.0650 +982.721 70.000 9.3073 145.4732 0.0235 0.1407 0.0650 +984.287 70.000 9.2782 145.8549 0.0232 0.1392 0.0650 +985.853 70.000 9.3453 145.6335 0.0235 0.1396 0.0650 +987.418 70.000 9.2982 145.6883 0.0215 0.1284 0.0650 +988.983 70.000 9.2714 145.6476 0.0254 0.1522 0.0650 +990.548 70.000 9.2602 145.8008 0.0250 0.1499 0.0650 +992.113 70.000 9.2815 145.7696 0.0248 0.1484 0.0650 +993.678 70.000 9.2272 146.4994 0.0241 0.1447 0.0650 +995.242 70.000 9.2166 145.6340 0.0235 0.1415 0.0650 +996.807 70.000 9.1947 145.8919 0.0237 0.1431 0.0650 +998.371 70.000 9.2392 145.8166 0.0255 0.1530 0.0650 +999.935 70.000 9.1882 145.9966 0.0330 0.1989 0.0650 +370.324 70.000 30.2960 121.5934 0.0969 0.2136 0.1070 +371.917 70.000 29.8387 122.6554 0.0871 0.1929 0.1070 +373.510 70.000 29.4841 123.4067 0.0784 0.1745 0.1070 +375.103 70.000 29.2007 124.2638 0.0742 0.1656 0.1070 +376.695 70.000 28.7586 124.8273 0.0684 0.1540 0.1070 +378.288 70.000 28.3944 125.6464 0.0624 0.1414 0.1070 +379.881 70.000 27.9934 126.2838 0.0611 0.1398 0.1070 +381.474 70.000 27.4848 126.2093 0.0549 0.1279 0.1070 +383.067 70.000 27.0857 126.6143 0.0508 0.1197 0.1070 +384.660 70.000 26.5865 127.2758 0.0509 0.1215 0.1070 +386.253 70.000 26.2555 127.7883 0.0481 0.1157 0.1070 +387.846 70.000 25.9674 127.7065 0.0469 0.1140 0.1070 +389.439 70.000 25.6813 128.2628 0.0434 0.1061 0.1070 +391.032 70.000 25.3492 128.6781 0.0446 0.1100 0.1070 +392.625 70.000 24.9992 128.5423 0.0419 0.1049 0.1070 +394.219 70.000 24.7943 128.4059 0.0399 0.1009 0.1070 +395.812 70.000 24.5335 128.2708 0.0379 0.0970 0.1070 +397.405 70.000 24.2781 128.7465 0.0361 0.0931 0.1070 +398.999 70.000 23.9636 128.7041 0.0342 0.0894 0.1070 +400.592 70.000 23.7891 128.8355 0.0344 0.0904 0.1070 +402.185 70.000 23.5118 129.0241 0.0339 0.0900 0.1070 +403.779 70.000 23.1684 129.2310 0.0314 0.0843 0.1070 +405.372 70.000 23.0553 129.3106 0.0305 0.0822 0.1070 +406.966 70.000 22.8269 129.0998 0.0317 0.0864 0.1070 +408.559 70.000 22.6714 129.3902 0.0311 0.0850 0.1070 +410.153 70.000 22.6065 129.4804 0.0314 0.0861 0.1070 +411.746 70.000 22.3275 129.5487 0.0283 0.0785 0.1070 +413.340 70.000 22.1451 129.4584 0.0271 0.0757 0.1070 +414.933 70.000 22.0358 129.3907 0.0266 0.0749 0.1070 +416.527 70.000 21.8687 129.6947 0.0275 0.0776 0.1070 +418.121 70.000 21.6666 129.6679 0.0275 0.0783 0.1070 +419.714 70.000 21.5313 129.7004 0.0260 0.0746 0.1070 +421.308 70.000 21.3306 129.9449 0.0268 0.0774 0.1070 +422.902 70.000 21.1456 129.9845 0.0248 0.0722 0.1070 +424.496 70.000 20.9069 130.0347 0.0261 0.0766 0.1070 +426.090 70.000 20.8351 130.3953 0.0251 0.0737 0.1070 +427.683 70.000 20.6684 130.3054 0.0228 0.0675 0.1070 +429.277 70.000 20.5713 130.2054 0.0236 0.0700 0.1070 +430.871 70.000 20.3676 130.3517 0.0252 0.0753 0.1070 +432.465 70.000 20.3354 130.2141 0.0235 0.0705 0.1070 +434.059 70.000 20.1556 130.2035 0.0232 0.0703 0.1070 +435.653 70.000 20.0511 130.2814 0.0225 0.0684 0.1070 +437.247 70.000 19.8928 130.2637 0.0223 0.0684 0.1070 +438.841 70.000 19.8329 130.5293 0.0228 0.0699 0.1070 +440.435 70.000 19.6780 130.6153 0.0210 0.0649 0.1070 +442.029 70.000 19.5677 130.7391 0.0230 0.0711 0.1070 +443.623 70.000 19.3687 130.7137 0.0222 0.0694 0.1070 +445.217 70.000 19.3397 130.7406 0.0228 0.0714 0.1070 +446.811 70.000 19.2066 130.9474 0.0225 0.0708 0.1070 +448.405 70.000 19.1616 130.9271 0.0228 0.0719 0.1070 +449.999 70.000 18.9180 130.9439 0.0209 0.0664 0.1070 +451.593 70.000 18.8270 131.0969 0.0214 0.0682 0.1070 +453.187 70.000 18.7681 131.0284 0.0214 0.0686 0.1070 +454.781 70.000 18.6312 131.0689 0.0218 0.0704 0.1070 +456.375 70.000 18.5641 131.2066 0.0203 0.0655 0.1070 +457.969 70.000 18.4843 131.1006 0.0200 0.0650 0.1070 +459.564 70.000 18.3346 131.2816 0.0215 0.0702 0.1070 +461.158 70.000 18.2770 131.2739 0.0212 0.0693 0.1070 +462.752 70.000 18.1890 131.4892 0.0209 0.0686 0.1070 +464.346 70.000 18.0909 131.3190 0.0218 0.0721 0.1070 +465.940 70.000 18.0141 131.4743 0.0205 0.0679 0.1070 +467.535 70.000 17.8961 131.5791 0.0216 0.0718 0.1070 +469.129 70.000 17.7809 131.5984 0.0223 0.0746 0.1070 +470.723 70.000 17.7284 131.6246 0.0217 0.0727 0.1070 +472.317 70.000 17.6589 131.6360 0.0203 0.0684 0.1070 +473.911 70.000 17.5961 131.7278 0.0207 0.0700 0.1070 +475.506 70.000 17.4399 131.6033 0.0210 0.0716 0.1070 +477.100 70.000 17.3584 131.7232 0.0208 0.0710 0.1070 +478.694 70.000 17.2512 131.8275 0.0199 0.0683 0.1070 +480.288 70.000 17.2495 131.9587 0.0214 0.0734 0.1070 +481.883 70.000 17.2162 132.1062 0.0200 0.0687 0.1070 +483.477 70.000 17.1172 132.0045 0.0219 0.0756 0.1070 +485.071 70.000 16.9349 131.8741 0.0217 0.0760 0.1070 +486.665 70.000 16.9058 131.9197 0.0210 0.0734 0.1070 +488.260 70.000 16.8085 131.8510 0.0201 0.0706 0.1070 +489.854 70.000 16.8064 132.1342 0.0221 0.0774 0.1070 +491.448 70.000 16.6758 132.1587 0.0206 0.0726 0.1070 +493.042 70.000 16.6297 132.2153 0.0199 0.0704 0.1070 +494.637 70.000 16.6005 132.3598 0.0213 0.0756 0.1070 +496.231 70.000 16.5129 132.4151 0.0237 0.0842 0.1070 +497.825 70.000 16.4345 132.4515 0.0208 0.0743 0.1070 +499.419 70.000 16.3784 132.3621 0.0210 0.0752 0.1070 +501.014 70.000 16.2619 132.4480 0.0216 0.0780 0.1070 +502.608 70.000 16.2094 132.3787 0.0222 0.0806 0.1070 +504.202 70.000 16.1792 132.5039 0.0211 0.0764 0.1070 +505.796 70.000 16.0423 132.3861 0.0212 0.0777 0.1070 +507.391 70.000 16.0238 132.5968 0.0213 0.0779 0.1070 +508.985 70.000 15.9491 132.6065 0.0207 0.0761 0.1070 +510.579 70.000 15.9418 132.9831 0.0205 0.0749 0.1070 +512.173 70.000 15.8712 132.7829 0.0204 0.0751 0.1070 +513.767 70.000 15.7315 132.7392 0.0216 0.0801 0.1070 +515.362 70.000 15.7472 132.7677 0.0213 0.0789 0.1070 +516.956 70.000 15.6855 132.7692 0.0218 0.0812 0.1070 +518.550 70.000 15.6026 132.8410 0.0214 0.0799 0.1070 +520.144 70.000 15.5107 132.7403 0.0197 0.0740 0.1070 +521.738 70.000 15.5331 132.9465 0.0205 0.0766 0.1070 +523.332 70.000 15.4310 132.9115 0.0205 0.0774 0.1070 +524.926 70.000 15.3895 133.0419 0.0209 0.0790 0.1070 +526.520 70.000 15.3219 133.0584 0.0232 0.0880 0.1070 +528.115 70.000 15.2499 132.9207 0.0221 0.0845 0.1070 +529.709 70.000 15.1810 133.0880 0.0232 0.0889 0.1070 +531.303 70.000 15.1842 133.1897 0.0236 0.0902 0.1070 +532.897 70.000 15.1797 133.4311 0.0257 0.0980 0.1070 +534.491 70.000 15.0941 133.2708 0.0263 0.1010 0.1070 +536.085 70.000 14.9729 133.2787 0.0255 0.0985 0.1070 +537.679 70.000 14.9402 133.3531 0.0224 0.0868 0.1070 +539.273 70.000 14.8992 133.6523 0.0217 0.0839 0.1070 +540.867 70.000 14.8719 133.5051 0.0232 0.0901 0.1070 +542.461 70.000 14.8829 133.6027 0.0231 0.0894 0.1070 +544.054 70.000 14.7608 133.6616 0.0229 0.0894 0.1070 +545.648 70.000 14.7069 133.6250 0.0233 0.0915 0.1070 +547.242 70.000 14.6682 133.7149 0.0220 0.0866 0.1070 +548.836 70.000 14.6479 133.8569 0.0246 0.0966 0.1070 +550.430 70.000 14.5943 133.6788 0.0244 0.0964 0.1070 +552.024 70.000 14.4728 133.5554 0.0247 0.0985 0.1070 +553.618 70.000 14.4879 133.8989 0.0235 0.0932 0.1070 +555.211 70.000 14.4412 134.0867 0.0237 0.0941 0.1070 +556.805 70.000 14.4026 134.1509 0.0240 0.0953 0.1070 +558.399 70.000 14.3775 134.0410 0.0243 0.0968 0.1070 +559.992 70.000 14.2549 133.8084 0.0229 0.0923 0.1070 +561.586 70.000 14.2763 134.0519 0.0249 0.1002 0.1070 +563.180 70.000 14.2548 134.3226 0.0237 0.0952 0.1070 +564.773 70.000 14.1355 133.9364 0.0232 0.0944 0.1070 +566.367 70.000 14.1613 134.3142 0.0220 0.0890 0.1070 +567.960 70.000 14.0277 133.9248 0.0243 0.0996 0.1070 +569.554 70.000 14.0739 134.4373 0.0237 0.0963 0.1070 +571.147 70.000 14.0395 134.2369 0.0235 0.0959 0.1070 +572.741 70.000 13.9624 134.2385 0.0242 0.0995 0.1070 +574.334 70.000 13.9166 134.3710 0.0250 0.1026 0.1070 +575.928 70.000 13.9108 134.3950 0.0236 0.0970 0.1070 +577.521 70.000 13.8474 134.5036 0.0239 0.0988 0.1070 +579.114 70.000 13.8508 134.5353 0.0223 0.0919 0.1070 +580.708 70.000 13.7438 134.4945 0.0243 0.1010 0.1070 +582.301 70.000 13.7543 134.7676 0.0239 0.0987 0.1070 +583.894 70.000 13.6946 134.5998 0.0238 0.0990 0.1070 +585.487 70.000 13.6627 134.8842 0.0240 0.1001 0.1070 +587.081 70.000 13.6132 134.6234 0.0239 0.1003 0.1070 +588.674 70.000 13.5958 134.8161 0.0231 0.0965 0.1070 +590.267 70.000 13.5693 135.0603 0.0238 0.0996 0.1070 +591.860 70.000 13.5083 135.1730 0.0225 0.0946 0.1070 +593.453 70.000 13.4677 135.0052 0.0237 0.0999 0.1070 +595.046 70.000 13.4257 134.9125 0.0242 0.1026 0.1070 +596.639 70.000 13.3927 135.0432 0.0219 0.0929 0.1070 +598.232 70.000 13.3538 135.2124 0.0246 0.1041 0.1070 +599.824 70.000 13.3104 135.2014 0.0234 0.0995 0.1070 +601.417 70.000 13.3138 135.4263 0.0247 0.1047 0.1070 +603.010 70.000 13.3183 135.3404 0.0238 0.1010 0.1070 +604.603 70.000 13.2453 135.3201 0.0233 0.0994 0.1070 +606.195 70.000 13.2162 135.3229 0.0221 0.0947 0.1070 +607.788 70.000 13.2138 135.4884 0.0230 0.0983 0.1070 +609.381 70.000 13.1168 135.5145 0.0242 0.1044 0.1070 +610.973 70.000 13.1217 135.4543 0.0222 0.0959 0.1070 +612.566 70.000 13.1140 135.3627 0.0233 0.1006 0.1070 +614.158 70.000 13.0391 135.6552 0.0246 0.1064 0.1070 +615.751 70.000 13.0003 135.6203 0.0221 0.0960 0.1070 +617.343 70.000 13.0051 135.6597 0.0242 0.1051 0.1070 +618.935 70.000 12.9325 135.7165 0.0224 0.0977 0.1070 +620.528 70.000 12.9196 135.6041 0.0219 0.0960 0.1070 +622.120 70.000 12.8991 135.5831 0.0220 0.0965 0.1070 +623.712 70.000 12.8746 135.6679 0.0218 0.0960 0.1070 +625.304 70.000 12.8614 135.9711 0.0230 0.1007 0.1070 +626.896 70.000 12.8231 135.8383 0.0229 0.1009 0.1070 +628.488 70.000 12.7654 135.9549 0.0235 0.1040 0.1070 +630.080 70.000 12.7323 136.1553 0.0218 0.0964 0.1070 +631.672 70.000 12.7231 136.0185 0.0223 0.0990 0.1070 +633.264 70.000 12.6825 136.2321 0.0226 0.1006 0.1070 +634.856 70.000 12.6562 136.1645 0.0217 0.0969 0.1070 +636.448 70.000 12.5516 136.1326 0.0212 0.0955 0.1070 +638.039 70.000 12.5991 136.3168 0.0229 0.1025 0.1070 +639.631 70.000 12.5850 136.4373 0.0213 0.0954 0.1070 +641.223 70.000 12.5619 136.5345 0.0219 0.0980 0.1070 +642.814 70.000 12.4807 136.3824 0.0216 0.0974 0.1070 +644.406 70.000 12.4686 136.3634 0.0223 0.1007 0.1070 +645.997 70.000 12.4693 136.6290 0.0221 0.0995 0.1070 +647.589 70.000 12.4291 136.6853 0.0212 0.0960 0.1070 +649.180 70.000 12.3944 136.7161 0.0218 0.0988 0.1070 +650.771 70.000 12.4085 136.8622 0.0206 0.0932 0.1070 +652.362 70.000 12.3894 136.8756 0.0204 0.0923 0.1070 +653.953 70.000 12.2877 136.7838 0.0219 0.1003 0.1070 +655.545 70.000 12.3157 136.8701 0.0210 0.0960 0.1070 +657.136 70.000 12.2962 136.9702 0.0206 0.0942 0.1070 +658.727 70.000 12.2500 136.9079 0.0217 0.0996 0.1070 +660.317 70.000 12.2498 136.9995 0.0207 0.0951 0.1070 +661.908 70.000 12.2359 136.9642 0.0211 0.0971 0.1070 +663.499 70.000 12.2052 137.0280 0.0211 0.0971 0.1070 +665.090 70.000 12.2037 136.9611 0.0218 0.1006 0.1070 +666.680 70.000 12.1306 137.0046 0.0226 0.1048 0.1070 +668.271 70.000 12.1318 137.2601 0.0211 0.0976 0.1070 +669.861 70.000 12.0951 137.3955 0.0224 0.1040 0.1070 +671.452 70.000 12.0390 137.3312 0.0224 0.1048 0.1070 +673.042 70.000 12.0027 137.1368 0.0208 0.0976 0.1070 +674.633 70.000 11.9844 137.4169 0.0219 0.1029 0.1070 +676.223 70.000 12.0063 137.3696 0.0201 0.0943 0.1070 +677.813 70.000 11.9855 137.5265 0.0196 0.0921 0.1070 +679.403 70.000 11.9361 137.5774 0.0194 0.0917 0.1070 +680.993 70.000 11.9052 137.7495 0.0202 0.0956 0.1070 +682.583 70.000 11.8734 137.6814 0.0204 0.0968 0.1070 +684.173 70.000 11.8498 137.6892 0.0199 0.0948 0.1070 +685.763 70.000 11.8406 137.8956 0.0196 0.0934 0.1070 +687.353 70.000 11.7973 137.8163 0.0195 0.0932 0.1070 +688.942 70.000 11.8080 137.7759 0.0200 0.0956 0.1070 +690.532 70.000 11.7629 137.7965 0.0187 0.0898 0.1070 +692.121 70.000 11.7121 137.8847 0.0201 0.0966 0.1070 +693.711 70.000 11.7123 137.9235 0.0195 0.0940 0.1070 +695.300 70.000 11.6733 137.8671 0.0190 0.0920 0.1070 +696.890 70.000 11.6961 138.1810 0.0191 0.0921 0.1070 +698.479 70.000 11.6795 138.0977 0.0206 0.0993 0.1070 +700.068 70.000 11.6323 138.2826 0.0201 0.0973 0.1070 +701.657 70.000 11.6341 138.2084 0.0192 0.0930 0.1070 +703.246 70.000 11.5782 138.1646 0.0192 0.0934 0.1070 +704.835 70.000 11.5773 138.5245 0.0202 0.0981 0.1070 +706.424 70.000 11.5416 138.1195 0.0210 0.1027 0.1070 +708.013 70.000 11.5819 138.5258 0.0216 0.1050 0.1070 +709.601 70.000 11.5311 138.6046 0.0197 0.0963 0.1070 +711.190 70.000 11.5026 138.4271 0.0191 0.0937 0.1070 +712.778 70.000 11.5026 138.6485 0.0186 0.0910 0.1070 +714.367 70.000 11.4602 138.5193 0.0188 0.0925 0.1070 +715.955 70.000 11.4520 138.3734 0.0180 0.0886 0.1070 +717.543 70.000 11.4061 138.4637 0.0185 0.0918 0.1070 +719.132 70.000 11.3810 138.5582 0.0183 0.0911 0.1070 +720.720 70.000 11.3696 138.7232 0.0194 0.0964 0.1070 +722.308 70.000 11.3555 138.5954 0.0179 0.0892 0.1070 +723.896 70.000 11.3351 138.9361 0.0188 0.0934 0.1070 +725.483 70.000 11.3119 138.9538 0.0184 0.0917 0.1070 +727.071 70.000 11.3195 138.7710 0.0189 0.0944 0.1070 +728.659 70.000 11.3255 138.9325 0.0198 0.0992 0.1070 +730.246 70.000 11.2883 138.9825 0.0184 0.0922 0.1070 +731.834 70.000 11.2182 138.9382 0.0192 0.0971 0.1070 +733.421 70.000 11.2463 139.1462 0.0179 0.0902 0.1070 +735.009 70.000 11.2307 139.2144 0.0171 0.0866 0.1070 +736.596 70.000 11.1761 139.2641 0.0180 0.0915 0.1070 +738.183 70.000 11.1480 139.4211 0.0178 0.0908 0.1070 +739.770 70.000 11.1653 139.2784 0.0174 0.0884 0.1070 +741.357 70.000 11.1196 139.3716 0.0186 0.0951 0.1070 +742.944 70.000 11.0962 139.2177 0.0166 0.0854 0.1070 +744.531 70.000 11.1085 139.2917 0.0185 0.0946 0.1070 +746.117 70.000 11.0814 139.3512 0.0186 0.0956 0.1070 +747.704 70.000 11.0592 139.4154 0.0181 0.0931 0.1070 +749.290 70.000 11.0618 139.9323 0.0184 0.0948 0.1070 +750.877 70.000 11.0311 139.8309 0.0177 0.0915 0.1070 +752.463 70.000 10.9556 139.8470 0.0171 0.0888 0.1070 +754.049 70.000 11.0096 139.8854 0.0177 0.0917 0.1070 +755.635 70.000 11.0047 139.5887 0.0171 0.0888 0.1070 +757.221 70.000 10.9712 139.7717 0.0178 0.0927 0.1070 +758.807 70.000 10.9869 139.8473 0.0194 0.1005 0.1070 +760.393 70.000 10.9392 139.8631 0.0176 0.0916 0.1070 +761.979 70.000 10.9345 139.9105 0.0180 0.0939 0.1070 +763.564 70.000 10.8766 140.0507 0.0175 0.0916 0.1070 +765.150 70.000 10.8916 139.9308 0.0183 0.0958 0.1070 +766.735 70.000 10.8366 140.1891 0.0177 0.0932 0.1070 +768.320 70.000 10.8397 140.1262 0.0179 0.0940 0.1070 +769.906 70.000 10.8091 140.3363 0.0177 0.0933 0.1070 +771.491 70.000 10.8088 140.2478 0.0181 0.0955 0.1070 +773.076 70.000 10.7982 140.2733 0.0180 0.0949 0.1070 +774.661 70.000 10.8168 140.4246 0.0176 0.0928 0.1070 +776.245 70.000 10.7996 140.3540 0.0183 0.0969 0.1070 +777.830 70.000 10.7436 140.3873 0.0170 0.0902 0.1070 +779.415 70.000 10.7247 140.3463 0.0170 0.0906 0.1070 +780.999 70.000 10.7186 140.6492 0.0177 0.0941 0.1070 +782.583 70.000 10.6787 140.8988 0.0176 0.0940 0.1070 +784.168 70.000 10.6709 140.6439 0.0179 0.0954 0.1070 +785.752 70.000 10.6648 140.9107 0.0183 0.0976 0.1070 +787.336 70.000 10.6145 140.6882 0.0171 0.0917 0.1070 +788.920 70.000 10.6270 140.6945 0.0170 0.0912 0.1070 +790.504 70.000 10.6425 140.6990 0.0182 0.0978 0.1070 +792.087 70.000 10.6161 140.8204 0.0170 0.0918 0.1070 +793.671 70.000 10.5747 140.6916 0.0170 0.0922 0.1070 +795.254 70.000 10.5693 140.8740 0.0182 0.0986 0.1070 +796.838 70.000 10.5747 141.1205 0.0179 0.0968 0.1070 +798.421 70.000 10.5445 140.9052 0.0174 0.0944 0.1070 +800.004 70.000 10.5189 141.2302 0.0177 0.0965 0.1070 +801.587 70.000 10.5160 141.0572 0.0167 0.0910 0.1070 +803.170 70.000 10.5119 141.0867 0.0178 0.0969 0.1070 +804.753 70.000 10.5171 141.1972 0.0170 0.0929 0.1070 +806.335 70.000 10.4767 141.0957 0.0176 0.0966 0.1070 +807.918 70.000 10.4963 141.2830 0.0182 0.0999 0.1070 +809.500 70.000 10.4797 141.0708 0.0173 0.0951 0.1070 +811.083 70.000 10.4704 141.3029 0.0176 0.0971 0.1070 +812.665 70.000 10.4082 141.3649 0.0179 0.0990 0.1070 +814.247 70.000 10.3944 141.3608 0.0181 0.1006 0.1070 +815.829 70.000 10.3944 141.4546 0.0167 0.0927 0.1070 +817.411 70.000 10.3558 141.5809 0.0169 0.0939 0.1070 +818.993 70.000 10.3581 141.6702 0.0191 0.1061 0.1070 +820.574 70.000 10.3565 141.5957 0.0170 0.0944 0.1070 +822.156 70.000 10.3494 141.5589 0.0158 0.0883 0.1070 +823.737 70.000 10.3708 141.5288 0.0168 0.0938 0.1070 +825.318 70.000 10.3241 141.6814 0.0178 0.0994 0.1070 +826.899 70.000 10.3397 141.9633 0.0173 0.0968 0.1070 +828.480 70.000 10.3078 141.8308 0.0183 0.1025 0.1070 +830.061 70.000 10.2540 141.8285 0.0175 0.0986 0.1070 +831.642 70.000 10.2787 141.9473 0.0175 0.0984 0.1070 +833.223 70.000 10.2440 141.9043 0.0175 0.0989 0.1070 +834.803 70.000 10.2517 142.1667 0.0188 0.1059 0.1070 +836.383 70.000 10.2256 142.0608 0.0175 0.0986 0.1070 +837.964 70.000 10.1963 141.9019 0.0173 0.0980 0.1070 +839.544 70.000 10.1912 141.8884 0.0183 0.1036 0.1070 +841.124 70.000 10.1689 141.9257 0.0176 0.1001 0.1070 +842.704 70.000 10.1768 142.3559 0.0187 0.1058 0.1070 +844.283 70.000 10.1847 142.1178 0.0180 0.1021 0.1070 +845.863 70.000 10.1394 142.3277 0.0182 0.1036 0.1070 +847.442 70.000 10.1633 142.2267 0.0173 0.0980 0.1070 +849.022 70.000 10.1456 142.5096 0.0167 0.0948 0.1070 +850.601 70.000 10.0967 142.4714 0.0168 0.0958 0.1070 +852.180 70.000 10.0765 142.5838 0.0177 0.1013 0.1070 +853.759 70.000 10.0831 142.2817 0.0177 0.1011 0.1070 +855.338 70.000 10.0764 142.6275 0.0180 0.1025 0.1070 +856.916 70.000 10.0799 142.6829 0.0172 0.0983 0.1070 +858.495 70.000 10.0869 142.4918 0.0186 0.1059 0.1070 +860.073 70.000 10.0897 142.6059 0.0182 0.1037 0.1070 +861.651 70.000 10.0707 142.6058 0.0178 0.1016 0.1070 +863.229 70.000 9.9967 142.7114 0.0172 0.0991 0.1070 +864.808 70.000 9.9800 142.7157 0.0198 0.1140 0.1070 +866.385 70.000 10.0107 142.7372 0.0184 0.1059 0.1070 +867.963 70.000 10.0003 142.8461 0.0185 0.1065 0.1070 +869.541 70.000 9.9896 142.8981 0.0172 0.0988 0.1070 +871.118 70.000 9.9631 142.9292 0.0178 0.1026 0.1070 +872.695 70.000 9.9302 142.9793 0.0180 0.1042 0.1070 +874.272 70.000 9.9158 143.1735 0.0181 0.1046 0.1070 +875.849 70.000 9.9374 143.1093 0.0173 0.1000 0.1070 +877.426 70.000 9.9342 143.2707 0.0196 0.1135 0.1070 +879.003 70.000 9.9221 143.2293 0.0183 0.1057 0.1070 +880.580 70.000 9.9350 143.2377 0.0179 0.1036 0.1070 +882.156 70.000 9.9014 142.9750 0.0178 0.1036 0.1070 +883.732 70.000 9.8750 143.3142 0.0179 0.1044 0.1070 +885.308 70.000 9.8322 143.0708 0.0179 0.1049 0.1070 +886.884 70.000 9.8621 143.4837 0.0194 0.1133 0.1070 +888.460 70.000 9.8599 143.3572 0.0186 0.1083 0.1070 +890.036 70.000 9.8028 143.6035 0.0172 0.1009 0.1070 +891.611 70.000 9.8434 143.5547 0.0172 0.1006 0.1070 +893.187 70.000 9.7805 143.2177 0.0199 0.1170 0.1070 +894.762 70.000 9.8099 143.6888 0.0170 0.0998 0.1070 +896.337 70.000 9.8106 143.5163 0.0180 0.1055 0.1070 +897.912 70.000 9.7619 143.7602 0.0181 0.1066 0.1070 +899.487 70.000 9.7906 143.6643 0.0190 0.1119 0.1070 +901.062 70.000 9.7601 143.7478 0.0188 0.1108 0.1070 +902.636 70.000 9.7434 143.5716 0.0190 0.1120 0.1070 +904.210 70.000 9.7456 143.7627 0.0183 0.1079 0.1070 +905.785 70.000 9.7707 143.7128 0.0187 0.1105 0.1070 +907.359 70.000 9.7257 143.7796 0.0189 0.1121 0.1070 +908.933 70.000 9.7208 143.9823 0.0180 0.1064 0.1070 +910.506 70.000 9.6855 144.1041 0.0181 0.1072 0.1070 +912.080 70.000 9.7061 144.0110 0.0187 0.1107 0.1070 +913.653 70.000 9.6930 143.7875 0.0190 0.1124 0.1070 +915.227 70.000 9.6989 143.9043 0.0179 0.1058 0.1070 +916.800 70.000 9.6448 144.2047 0.0187 0.1110 0.1070 +918.373 70.000 9.6765 144.0921 0.0173 0.1024 0.1070 +919.946 70.000 9.6400 144.1422 0.0193 0.1150 0.1070 +921.518 70.000 9.6251 143.7810 0.0183 0.1089 0.1070 +923.091 70.000 9.6023 144.2438 0.0173 0.1033 0.1070 +924.663 70.000 9.6161 144.3514 0.0184 0.1098 0.1070 +926.235 70.000 9.6220 143.9255 0.0191 0.1137 0.1070 +927.807 70.000 9.6331 144.2152 0.0192 0.1144 0.1070 +929.379 70.000 9.6222 144.3862 0.0204 0.1213 0.1070 +930.951 70.000 9.5788 144.5048 0.0200 0.1196 0.1070 +932.522 70.000 9.6020 144.6580 0.0215 0.1280 0.1070 +934.093 70.000 9.5864 144.4514 0.0186 0.1108 0.1070 +935.665 70.000 9.5973 144.5912 0.0199 0.1184 0.1070 +937.236 70.000 9.5614 144.6982 0.0224 0.1333 0.1070 +938.806 70.000 9.5306 144.5140 0.0212 0.1268 0.1070 +940.377 70.000 9.4837 144.8943 0.0218 0.1309 0.1070 +941.948 70.000 9.5214 144.5172 0.0232 0.1384 0.1070 +943.518 70.000 9.5455 145.0561 0.0244 0.1455 0.1070 +945.088 70.000 9.4881 144.2824 0.0251 0.1501 0.1070 +946.658 70.000 9.5477 144.7131 0.0266 0.1582 0.1070 +948.228 70.000 9.5065 144.7017 0.0251 0.1498 0.1070 +949.798 70.000 9.4066 144.9767 0.0243 0.1465 0.1070 +951.367 70.000 9.4389 144.8112 0.0229 0.1377 0.1070 +952.937 70.000 9.4438 144.9016 0.0244 0.1460 0.1070 +954.506 70.000 9.4666 145.1443 0.0260 0.1550 0.1070 +956.075 70.000 9.4235 145.0468 0.0238 0.1425 0.1070 +957.644 70.000 9.4170 145.3008 0.0227 0.1356 0.1070 +959.212 70.000 9.4600 145.3880 0.0238 0.1414 0.1070 +960.781 70.000 9.3665 144.8719 0.0243 0.1459 0.1070 +962.349 70.000 9.3855 144.9130 0.0245 0.1465 0.1070 +963.917 70.000 9.4112 145.0822 0.0217 0.1293 0.1070 +965.485 70.000 9.4050 145.1475 0.0225 0.1345 0.1070 +967.053 70.000 9.3774 145.1376 0.0220 0.1318 0.1070 +968.621 70.000 9.3556 145.3619 0.0238 0.1426 0.1070 +970.188 70.000 9.3562 145.1863 0.0245 0.1466 0.1070 +971.755 70.000 9.3737 145.1525 0.0239 0.1429 0.1070 +973.322 70.000 9.3433 145.6778 0.0218 0.1302 0.1070 +974.889 70.000 9.3844 145.7262 0.0226 0.1344 0.1070 +976.456 70.000 9.3640 145.2105 0.0239 0.1426 0.1070 +978.023 70.000 9.3613 145.4619 0.0242 0.1442 0.1070 +979.589 70.000 9.2592 145.4049 0.0226 0.1363 0.1070 +981.155 70.000 9.3100 145.7450 0.0235 0.1405 0.1070 +982.721 70.000 9.3039 145.8927 0.0234 0.1399 0.1070 +984.287 70.000 9.2576 145.7614 0.0237 0.1426 0.1070 +985.853 70.000 9.2971 145.7270 0.0236 0.1409 0.1070 +987.418 70.000 9.2955 145.7805 0.0234 0.1396 0.1070 +988.983 70.000 9.2637 145.5871 0.0221 0.1323 0.1070 +990.548 70.000 9.2713 145.9563 0.0234 0.1400 0.1070 +992.113 70.000 9.2490 146.0781 0.0238 0.1430 0.1070 +993.678 70.000 9.2414 146.0341 0.0237 0.1424 0.1070 +995.242 70.000 9.2596 145.5386 0.0240 0.1439 0.1070 +996.807 70.000 9.2441 145.8554 0.0246 0.1474 0.1070 +998.371 70.000 9.3042 145.9344 0.0306 0.1821 0.1070 +999.935 70.000 9.2439 145.6921 0.0303 0.1818 0.1070 +370.324 70.000 30.2671 121.3247 0.1000 0.2211 0.1497 +371.917 70.000 29.8978 122.1741 0.0885 0.1966 0.1497 +373.510 70.000 29.5408 123.5022 0.0823 0.1828 0.1497 +375.103 70.000 29.0274 124.2086 0.0745 0.1670 0.1497 +376.695 70.000 28.7546 125.0601 0.0705 0.1586 0.1497 +378.288 70.000 28.4329 125.6340 0.0657 0.1486 0.1497 +379.881 70.000 27.9452 126.1597 0.0608 0.1394 0.1497 +381.474 70.000 27.5252 126.5526 0.0575 0.1335 0.1497 +383.067 70.000 27.1715 126.7646 0.0529 0.1243 0.1497 +384.660 70.000 26.6744 126.8638 0.0498 0.1190 0.1497 +386.253 70.000 26.2580 127.8693 0.0485 0.1165 0.1497 +387.846 70.000 25.8575 127.7823 0.0469 0.1145 0.1497 +389.439 70.000 25.5792 128.0296 0.0451 0.1109 0.1497 +391.032 70.000 25.3380 128.4214 0.0417 0.1031 0.1497 +392.625 70.000 24.9935 128.3337 0.0409 0.1026 0.1497 +394.219 70.000 24.8116 128.2743 0.0380 0.0960 0.1497 +395.812 70.000 24.5435 128.4829 0.0374 0.0955 0.1497 +397.405 70.000 24.2892 128.5894 0.0375 0.0967 0.1497 +398.999 70.000 24.0039 128.6079 0.0359 0.0936 0.1497 +400.592 70.000 23.7654 128.8395 0.0348 0.0917 0.1497 +402.185 70.000 23.5643 129.0383 0.0310 0.0822 0.1497 +403.779 70.000 23.2764 129.1901 0.0311 0.0832 0.1497 +405.372 70.000 23.0984 129.3454 0.0312 0.0838 0.1497 +406.966 70.000 22.8225 129.2849 0.0314 0.0853 0.1497 +408.559 70.000 22.6777 129.3857 0.0288 0.0788 0.1497 +410.153 70.000 22.4752 129.5078 0.0304 0.0836 0.1497 +411.746 70.000 22.3554 129.1077 0.0281 0.0779 0.1497 +413.340 70.000 22.2306 129.4146 0.0277 0.0772 0.1497 +414.933 70.000 22.0130 129.4411 0.0276 0.0775 0.1497 +416.527 70.000 21.8650 129.6519 0.0251 0.0711 0.1497 +418.121 70.000 21.6509 129.6441 0.0271 0.0772 0.1497 +419.714 70.000 21.5029 129.9484 0.0252 0.0721 0.1497 +421.308 70.000 21.2517 129.7389 0.0252 0.0731 0.1497 +422.902 70.000 21.1342 129.9660 0.0246 0.0715 0.1497 +424.496 70.000 20.9284 130.0958 0.0253 0.0742 0.1497 +426.090 70.000 20.8697 130.1952 0.0231 0.0677 0.1497 +427.683 70.000 20.7537 130.3362 0.0247 0.0726 0.1497 +429.277 70.000 20.5725 130.2936 0.0232 0.0690 0.1497 +430.871 70.000 20.4091 130.3448 0.0251 0.0749 0.1497 +432.465 70.000 20.2675 130.3573 0.0243 0.0730 0.1497 +434.059 70.000 20.1964 130.2494 0.0238 0.0719 0.1497 +435.653 70.000 20.0749 130.5546 0.0236 0.0714 0.1497 +437.247 70.000 19.9554 130.3461 0.0231 0.0703 0.1497 +438.841 70.000 19.7695 130.4965 0.0224 0.0688 0.1497 +440.435 70.000 19.6670 130.6267 0.0216 0.0665 0.1497 +442.029 70.000 19.5917 130.7565 0.0225 0.0697 0.1497 +443.623 70.000 19.4188 130.6272 0.0208 0.0649 0.1497 +445.217 70.000 19.2955 130.8624 0.0229 0.0716 0.1497 +446.811 70.000 19.1949 130.8581 0.0222 0.0700 0.1497 +448.405 70.000 19.0711 130.6987 0.0215 0.0682 0.1497 +449.999 70.000 18.8973 131.0595 0.0207 0.0660 0.1497 +451.593 70.000 18.9247 131.1124 0.0220 0.0698 0.1497 +453.187 70.000 18.7642 131.0433 0.0201 0.0645 0.1497 +454.781 70.000 18.6778 131.2487 0.0224 0.0718 0.1497 +456.375 70.000 18.5757 131.2151 0.0203 0.0654 0.1497 +457.969 70.000 18.4942 131.2619 0.0220 0.0714 0.1497 +459.564 70.000 18.3821 131.1699 0.0201 0.0655 0.1497 +461.158 70.000 18.2282 131.2438 0.0216 0.0708 0.1497 +462.752 70.000 18.1596 131.1992 0.0200 0.0658 0.1497 +464.346 70.000 18.0835 131.1642 0.0214 0.0707 0.1497 +465.940 70.000 18.0102 131.1797 0.0209 0.0695 0.1497 +467.535 70.000 17.8716 131.5343 0.0212 0.0706 0.1497 +469.129 70.000 17.8308 131.5316 0.0215 0.0719 0.1497 +470.723 70.000 17.7617 131.6207 0.0203 0.0680 0.1497 +472.317 70.000 17.6064 131.4704 0.0213 0.0722 0.1497 +473.911 70.000 17.5423 131.4927 0.0200 0.0679 0.1497 +475.506 70.000 17.4517 131.5905 0.0203 0.0691 0.1497 +477.100 70.000 17.4150 131.9291 0.0193 0.0657 0.1497 +478.694 70.000 17.2850 131.8498 0.0212 0.0725 0.1497 +480.288 70.000 17.2069 131.8261 0.0210 0.0724 0.1497 +481.883 70.000 17.1211 131.7936 0.0207 0.0715 0.1497 +483.477 70.000 17.0934 131.9845 0.0213 0.0736 0.1497 +485.071 70.000 16.9110 131.8106 0.0206 0.0721 0.1497 +486.665 70.000 16.9538 132.1023 0.0221 0.0769 0.1497 +488.260 70.000 16.8812 132.2868 0.0210 0.0733 0.1497 +489.854 70.000 16.7969 132.0943 0.0217 0.0761 0.1497 +491.448 70.000 16.7158 132.0810 0.0212 0.0749 0.1497 +493.042 70.000 16.5907 132.2267 0.0220 0.0782 0.1497 +494.637 70.000 16.5181 132.0065 0.0213 0.0762 0.1497 +496.231 70.000 16.4981 132.3923 0.0215 0.0764 0.1497 +497.825 70.000 16.3613 132.2309 0.0214 0.0771 0.1497 +499.419 70.000 16.3617 132.1881 0.0212 0.0764 0.1497 +501.014 70.000 16.2954 132.4270 0.0223 0.0803 0.1497 +502.608 70.000 16.2315 132.5292 0.0226 0.0815 0.1497 +504.202 70.000 16.1394 132.2443 0.0219 0.0798 0.1497 +505.796 70.000 16.0085 132.3122 0.0210 0.0772 0.1497 +507.391 70.000 16.0284 132.6188 0.0210 0.0767 0.1497 +508.985 70.000 15.9573 132.5579 0.0212 0.0779 0.1497 +510.579 70.000 15.9083 132.6103 0.0213 0.0783 0.1497 +512.173 70.000 15.9387 133.0365 0.0220 0.0804 0.1497 +513.767 70.000 15.7708 132.8651 0.0225 0.0832 0.1497 +515.362 70.000 15.7642 132.8502 0.0216 0.0801 0.1497 +516.956 70.000 15.6385 132.7336 0.0226 0.0843 0.1497 +518.550 70.000 15.5711 132.9320 0.0226 0.0846 0.1497 +520.144 70.000 15.5199 133.0368 0.0209 0.0783 0.1497 +521.738 70.000 15.4892 132.9635 0.0211 0.0791 0.1497 +523.332 70.000 15.4909 132.9310 0.0209 0.0784 0.1497 +524.926 70.000 15.4250 133.3409 0.0233 0.0873 0.1497 +526.520 70.000 15.3324 133.0716 0.0220 0.0835 0.1497 +528.115 70.000 15.2305 133.1278 0.0219 0.0836 0.1497 +529.709 70.000 15.2405 133.3573 0.0237 0.0899 0.1497 +531.303 70.000 15.1730 133.1089 0.0248 0.0951 0.1497 +532.897 70.000 15.1519 133.4917 0.0273 0.1042 0.1497 +534.491 70.000 15.1502 133.4439 0.0280 0.1070 0.1497 +536.085 70.000 14.9410 133.2449 0.0248 0.0962 0.1497 +537.679 70.000 14.9705 133.3584 0.0237 0.0915 0.1497 +539.273 70.000 14.9229 133.5717 0.0235 0.0911 0.1497 +540.867 70.000 14.8672 133.3678 0.0221 0.0862 0.1497 +542.461 70.000 14.8099 133.5165 0.0223 0.0869 0.1497 +544.054 70.000 14.7919 133.5579 0.0240 0.0935 0.1497 +545.648 70.000 14.7271 133.9239 0.0260 0.1014 0.1497 +547.242 70.000 14.6388 133.6155 0.0229 0.0902 0.1497 +548.836 70.000 14.5831 133.7458 0.0231 0.0912 0.1497 +550.430 70.000 14.5461 133.8833 0.0236 0.0934 0.1497 +552.024 70.000 14.5373 133.8465 0.0240 0.0951 0.1497 +553.618 70.000 14.5072 134.0742 0.0238 0.0938 0.1497 +555.211 70.000 14.4371 133.9262 0.0226 0.0898 0.1497 +556.805 70.000 14.3880 133.9397 0.0237 0.0945 0.1497 +558.399 70.000 14.3553 134.0159 0.0247 0.0987 0.1497 +559.992 70.000 14.3029 134.0571 0.0252 0.1008 0.1497 +561.586 70.000 14.2309 133.9423 0.0233 0.0941 0.1497 +563.180 70.000 14.2513 134.1371 0.0245 0.0985 0.1497 +564.773 70.000 14.2362 134.4569 0.0255 0.1022 0.1497 +566.367 70.000 14.1554 134.1848 0.0238 0.0963 0.1497 +567.960 70.000 14.0523 134.0469 0.0240 0.0979 0.1497 +569.554 70.000 14.0651 134.2075 0.0230 0.0936 0.1497 +571.147 70.000 14.0057 134.0542 0.0233 0.0957 0.1497 +572.741 70.000 13.9706 134.3073 0.0236 0.0968 0.1497 +574.334 70.000 13.9436 134.4573 0.0238 0.0977 0.1497 +575.928 70.000 13.9030 134.4838 0.0239 0.0983 0.1497 +577.521 70.000 13.8536 134.4796 0.0234 0.0966 0.1497 +579.114 70.000 13.7975 134.6915 0.0245 0.1010 0.1497 +580.708 70.000 13.8350 134.8126 0.0241 0.0989 0.1497 +582.301 70.000 13.7147 134.6444 0.0239 0.0994 0.1497 +583.894 70.000 13.6132 134.6344 0.0249 0.1042 0.1497 +585.487 70.000 13.6885 134.7866 0.0240 0.0998 0.1497 +587.081 70.000 13.6296 134.6737 0.0222 0.0929 0.1497 +588.674 70.000 13.6045 134.9056 0.0239 0.0998 0.1497 +590.267 70.000 13.4808 134.9993 0.0237 0.1000 0.1497 +591.860 70.000 13.4938 134.9275 0.0252 0.1063 0.1497 +593.453 70.000 13.4744 134.8823 0.0236 0.0998 0.1497 +595.046 70.000 13.4506 134.9690 0.0232 0.0979 0.1497 +596.639 70.000 13.3607 135.0115 0.0231 0.0980 0.1497 +598.232 70.000 13.3666 135.4166 0.0243 0.1029 0.1497 +599.824 70.000 13.3256 135.2552 0.0227 0.0963 0.1497 +601.417 70.000 13.3030 135.2035 0.0233 0.0993 0.1497 +603.010 70.000 13.2473 135.1978 0.0248 0.1060 0.1497 +604.603 70.000 13.2110 135.0845 0.0233 0.1000 0.1497 +606.195 70.000 13.1918 135.1607 0.0239 0.1030 0.1497 +607.788 70.000 13.1409 135.3836 0.0230 0.0990 0.1497 +609.381 70.000 13.1757 135.5513 0.0231 0.0992 0.1497 +610.973 70.000 13.0946 135.4982 0.0233 0.1007 0.1497 +612.566 70.000 13.0730 135.4691 0.0233 0.1008 0.1497 +614.158 70.000 13.0766 135.6022 0.0238 0.1028 0.1497 +615.751 70.000 13.0210 135.6485 0.0227 0.0987 0.1497 +617.343 70.000 12.9854 135.6108 0.0234 0.1020 0.1497 +618.935 70.000 12.9644 135.7931 0.0225 0.0979 0.1497 +620.528 70.000 12.8729 135.6105 0.0224 0.0984 0.1497 +622.120 70.000 12.9312 135.9927 0.0223 0.0974 0.1497 +623.712 70.000 12.8248 135.6387 0.0224 0.0988 0.1497 +625.304 70.000 12.8295 136.0684 0.0224 0.0985 0.1497 +626.896 70.000 12.7901 135.8672 0.0231 0.1020 0.1497 +628.488 70.000 12.7865 136.0547 0.0221 0.0976 0.1497 +630.080 70.000 12.6989 136.0534 0.0221 0.0981 0.1497 +631.672 70.000 12.6657 135.9726 0.0226 0.1010 0.1497 +633.264 70.000 12.7023 136.1876 0.0228 0.1013 0.1497 +634.856 70.000 12.6339 136.2606 0.0230 0.1026 0.1497 +636.448 70.000 12.6064 136.2745 0.0225 0.1008 0.1497 +638.039 70.000 12.5850 136.3062 0.0226 0.1013 0.1497 +639.631 70.000 12.5477 136.3443 0.0215 0.0963 0.1497 +641.223 70.000 12.5529 136.6992 0.0222 0.0993 0.1497 +642.814 70.000 12.5121 136.3992 0.0198 0.0893 0.1497 +644.406 70.000 12.4445 136.4439 0.0218 0.0985 0.1497 +645.997 70.000 12.4286 136.6918 0.0218 0.0984 0.1497 +647.589 70.000 12.4319 136.6334 0.0209 0.0945 0.1497 +649.180 70.000 12.4045 136.5853 0.0229 0.1039 0.1497 +650.771 70.000 12.3563 136.7132 0.0231 0.1051 0.1497 +652.362 70.000 12.3544 136.7358 0.0213 0.0968 0.1497 +653.953 70.000 12.3461 136.7334 0.0215 0.0981 0.1497 +655.545 70.000 12.3384 136.9106 0.0206 0.0939 0.1497 +657.136 70.000 12.3026 136.7607 0.0211 0.0964 0.1497 +658.727 70.000 12.2664 136.8496 0.0206 0.0944 0.1497 +660.317 70.000 12.2180 137.0459 0.0212 0.0974 0.1497 +661.908 70.000 12.1761 137.0847 0.0202 0.0930 0.1497 +663.499 70.000 12.2041 137.1416 0.0204 0.0940 0.1497 +665.090 70.000 12.1772 136.9711 0.0209 0.0968 0.1497 +666.680 70.000 12.1536 137.1785 0.0228 0.1055 0.1497 +668.271 70.000 12.0985 137.1364 0.0209 0.0970 0.1497 +669.861 70.000 12.0256 137.1427 0.0220 0.1031 0.1497 +671.452 70.000 12.0818 137.3808 0.0208 0.0970 0.1497 +673.042 70.000 12.0652 137.3980 0.0212 0.0988 0.1497 +674.633 70.000 11.9750 137.3963 0.0202 0.0951 0.1497 +676.223 70.000 11.9602 137.4391 0.0209 0.0984 0.1497 +677.813 70.000 11.9135 137.4971 0.0199 0.0941 0.1497 +679.403 70.000 11.9524 137.5049 0.0193 0.0909 0.1497 +680.993 70.000 11.8846 137.4594 0.0194 0.0922 0.1497 +682.583 70.000 11.8933 137.6272 0.0198 0.0939 0.1497 +684.173 70.000 11.8836 137.6366 0.0194 0.0918 0.1497 +685.763 70.000 11.8460 137.7735 0.0213 0.1015 0.1497 +687.353 70.000 11.8060 137.9433 0.0199 0.0947 0.1497 +688.942 70.000 11.8099 137.8887 0.0204 0.0975 0.1497 +690.532 70.000 11.7978 137.9370 0.0189 0.0901 0.1497 +692.121 70.000 11.7330 137.9475 0.0190 0.0915 0.1497 +693.711 70.000 11.7182 137.9784 0.0201 0.0966 0.1497 +695.300 70.000 11.7292 138.2398 0.0188 0.0904 0.1497 +696.890 70.000 11.6583 138.1346 0.0194 0.0936 0.1497 +698.479 70.000 11.6597 138.1520 0.0196 0.0947 0.1497 +700.068 70.000 11.6236 138.3141 0.0196 0.0947 0.1497 +701.657 70.000 11.6396 138.3038 0.0192 0.0931 0.1497 +703.246 70.000 11.5964 138.0815 0.0209 0.1019 0.1497 +704.835 70.000 11.5834 138.3309 0.0199 0.0967 0.1497 +706.424 70.000 11.5609 138.1213 0.0202 0.0988 0.1497 +708.013 70.000 11.5402 138.3083 0.0207 0.1012 0.1497 +709.601 70.000 11.5076 138.4205 0.0213 0.1040 0.1497 +711.190 70.000 11.5030 138.5446 0.0191 0.0936 0.1497 +712.778 70.000 11.4564 138.6459 0.0183 0.0901 0.1497 +714.367 70.000 11.4516 138.5188 0.0189 0.0932 0.1497 +715.955 70.000 11.4389 138.4599 0.0200 0.0986 0.1497 +717.543 70.000 11.4228 138.6809 0.0184 0.0907 0.1497 +719.132 70.000 11.4021 138.7567 0.0191 0.0944 0.1497 +720.720 70.000 11.3792 138.7432 0.0191 0.0949 0.1497 +722.308 70.000 11.3519 138.9052 0.0197 0.0980 0.1497 +723.896 70.000 11.3485 138.7825 0.0200 0.0995 0.1497 +725.483 70.000 11.3217 138.6662 0.0192 0.0959 0.1497 +727.071 70.000 11.2802 138.9343 0.0186 0.0934 0.1497 +728.659 70.000 11.2704 138.9653 0.0194 0.0976 0.1497 +730.246 70.000 11.2814 139.0508 0.0191 0.0960 0.1497 +731.834 70.000 11.2827 139.1372 0.0202 0.1016 0.1497 +733.421 70.000 11.2439 139.0339 0.0178 0.0896 0.1497 +735.009 70.000 11.2670 139.2913 0.0188 0.0947 0.1497 +736.596 70.000 11.2016 139.3608 0.0176 0.0892 0.1497 +738.183 70.000 11.1669 139.3245 0.0179 0.0912 0.1497 +739.770 70.000 11.1468 139.2588 0.0178 0.0909 0.1497 +741.357 70.000 11.1458 139.2087 0.0190 0.0971 0.1497 +742.944 70.000 11.1280 139.5000 0.0188 0.0958 0.1497 +744.531 70.000 11.0979 139.2437 0.0185 0.0948 0.1497 +746.117 70.000 11.0632 139.3888 0.0184 0.0947 0.1497 +747.704 70.000 11.0756 139.6115 0.0186 0.0957 0.1497 +749.290 70.000 11.0546 139.6050 0.0184 0.0949 0.1497 +750.877 70.000 11.0157 139.6179 0.0182 0.0942 0.1497 +752.463 70.000 10.9898 139.8290 0.0174 0.0901 0.1497 +754.049 70.000 10.9899 139.7384 0.0184 0.0952 0.1497 +755.635 70.000 10.9721 139.7824 0.0177 0.0916 0.1497 +757.221 70.000 10.9652 139.9188 0.0184 0.0958 0.1497 +758.807 70.000 10.9344 139.8698 0.0178 0.0930 0.1497 +760.393 70.000 10.9572 139.7469 0.0181 0.0945 0.1497 +761.979 70.000 10.9148 139.8948 0.0165 0.0863 0.1497 +763.564 70.000 10.8790 139.9114 0.0179 0.0938 0.1497 +765.150 70.000 10.8924 140.2201 0.0184 0.0961 0.1497 +766.735 70.000 10.8461 140.1983 0.0187 0.0980 0.1497 +768.320 70.000 10.8182 140.3363 0.0181 0.0952 0.1497 +769.906 70.000 10.8366 140.2223 0.0169 0.0888 0.1497 +771.491 70.000 10.7854 140.3966 0.0171 0.0901 0.1497 +773.076 70.000 10.8067 140.2596 0.0171 0.0904 0.1497 +774.661 70.000 10.8308 140.2876 0.0188 0.0991 0.1497 +776.245 70.000 10.7907 140.1884 0.0183 0.0970 0.1497 +777.830 70.000 10.7481 140.3945 0.0177 0.0939 0.1497 +779.415 70.000 10.7599 140.4367 0.0168 0.0889 0.1497 +780.999 70.000 10.6936 140.5614 0.0162 0.0866 0.1497 +782.583 70.000 10.6948 140.5296 0.0159 0.0850 0.1497 +784.168 70.000 10.6876 140.7376 0.0174 0.0930 0.1497 +785.752 70.000 10.6603 140.6342 0.0175 0.0939 0.1497 +787.336 70.000 10.6835 140.6002 0.0185 0.0989 0.1497 +788.920 70.000 10.6286 140.4781 0.0175 0.0943 0.1497 +790.504 70.000 10.6364 140.6444 0.0173 0.0932 0.1497 +792.087 70.000 10.6214 140.6948 0.0173 0.0932 0.1497 +793.671 70.000 10.6221 140.8465 0.0184 0.0990 0.1497 +795.254 70.000 10.5611 140.9440 0.0166 0.0899 0.1497 +796.838 70.000 10.5984 140.8752 0.0175 0.0948 0.1497 +798.421 70.000 10.5455 140.8490 0.0175 0.0950 0.1497 +800.004 70.000 10.5138 141.0718 0.0182 0.0989 0.1497 +801.587 70.000 10.5167 141.2007 0.0177 0.0967 0.1497 +803.170 70.000 10.4890 141.0327 0.0171 0.0934 0.1497 +804.753 70.000 10.5084 141.1758 0.0169 0.0924 0.1497 +806.335 70.000 10.4892 141.0949 0.0159 0.0874 0.1497 +807.918 70.000 10.5089 141.1594 0.0187 0.1026 0.1497 +809.500 70.000 10.4808 141.2292 0.0172 0.0944 0.1497 +811.083 70.000 10.4461 141.2175 0.0167 0.0921 0.1497 +812.665 70.000 10.3966 141.4882 0.0176 0.0973 0.1497 +814.247 70.000 10.3914 141.5513 0.0170 0.0943 0.1497 +815.829 70.000 10.3912 141.6382 0.0157 0.0869 0.1497 +817.411 70.000 10.3804 141.6581 0.0170 0.0944 0.1497 +818.993 70.000 10.3562 141.6749 0.0178 0.0988 0.1497 +820.574 70.000 10.3545 141.5818 0.0171 0.0954 0.1497 +822.156 70.000 10.3822 141.6412 0.0179 0.0992 0.1497 +823.737 70.000 10.3347 141.5983 0.0173 0.0969 0.1497 +825.318 70.000 10.3475 141.8522 0.0173 0.0964 0.1497 +826.899 70.000 10.3377 141.5769 0.0180 0.1008 0.1497 +828.480 70.000 10.3052 141.7300 0.0163 0.0912 0.1497 +830.061 70.000 10.2704 141.8558 0.0182 0.1024 0.1497 +831.642 70.000 10.2727 142.0033 0.0174 0.0975 0.1497 +833.223 70.000 10.2873 141.9915 0.0182 0.1019 0.1497 +834.803 70.000 10.2534 141.9810 0.0176 0.0991 0.1497 +836.383 70.000 10.2269 142.1088 0.0189 0.1065 0.1497 +837.964 70.000 10.2140 141.9484 0.0186 0.1050 0.1497 +839.544 70.000 10.1941 141.9819 0.0180 0.1016 0.1497 +841.124 70.000 10.2087 141.9220 0.0175 0.0987 0.1497 +842.704 70.000 10.1882 142.0321 0.0182 0.1030 0.1497 +844.283 70.000 10.1777 141.9613 0.0179 0.1015 0.1497 +845.863 70.000 10.1425 142.1673 0.0183 0.1042 0.1497 +847.442 70.000 10.1645 142.3654 0.0174 0.0988 0.1497 +849.022 70.000 10.1129 142.4469 0.0174 0.0990 0.1497 +850.601 70.000 10.1163 142.3087 0.0175 0.0994 0.1497 +852.180 70.000 10.1248 142.5275 0.0165 0.0936 0.1497 +853.759 70.000 10.0651 142.5160 0.0175 0.0997 0.1497 +855.338 70.000 10.0902 142.5514 0.0172 0.0980 0.1497 +856.916 70.000 10.0793 142.7336 0.0179 0.1019 0.1497 +858.495 70.000 10.0737 142.5773 0.0189 0.1078 0.1497 +860.073 70.000 10.0805 142.5424 0.0181 0.1033 0.1497 +861.651 70.000 10.0759 142.7374 0.0184 0.1048 0.1497 +863.229 70.000 10.0061 142.5477 0.0174 0.0999 0.1497 +864.808 70.000 9.9956 142.4716 0.0187 0.1076 0.1497 +866.385 70.000 10.0064 142.7661 0.0179 0.1030 0.1497 +867.963 70.000 9.9420 142.8575 0.0185 0.1069 0.1497 +869.541 70.000 9.9775 142.7959 0.0188 0.1080 0.1497 +871.118 70.000 9.9782 142.8934 0.0183 0.1051 0.1497 +872.695 70.000 9.9583 143.0471 0.0175 0.1010 0.1497 +874.272 70.000 9.9417 143.2990 0.0187 0.1077 0.1497 +875.849 70.000 9.9073 142.9342 0.0187 0.1081 0.1497 +877.426 70.000 9.9313 143.0419 0.0178 0.1027 0.1497 +879.003 70.000 9.8981 143.1467 0.0196 0.1140 0.1497 +880.580 70.000 9.9267 143.1480 0.0189 0.1094 0.1497 +882.156 70.000 9.8953 143.0676 0.0180 0.1049 0.1497 +883.732 70.000 9.8598 142.9448 0.0172 0.1004 0.1497 +885.308 70.000 9.9019 143.2432 0.0177 0.1029 0.1497 +886.884 70.000 9.8707 143.3350 0.0177 0.1032 0.1497 +888.460 70.000 9.8379 143.4026 0.0181 0.1058 0.1497 +890.036 70.000 9.8383 143.7342 0.0170 0.0990 0.1497 +891.611 70.000 9.8301 143.3266 0.0177 0.1035 0.1497 +893.187 70.000 9.8022 143.4683 0.0179 0.1052 0.1497 +894.762 70.000 9.8214 143.4621 0.0192 0.1125 0.1497 +896.337 70.000 9.7893 143.4051 0.0188 0.1101 0.1497 +897.912 70.000 9.8178 143.5565 0.0189 0.1107 0.1497 +899.487 70.000 9.7730 143.6435 0.0172 0.1012 0.1497 +901.062 70.000 9.8107 143.5228 0.0189 0.1111 0.1497 +902.636 70.000 9.8141 143.6228 0.0186 0.1094 0.1497 +904.210 70.000 9.7377 143.7447 0.0195 0.1150 0.1497 +905.785 70.000 9.7435 143.6022 0.0178 0.1053 0.1497 +907.359 70.000 9.7310 143.8068 0.0178 0.1053 0.1497 +908.933 70.000 9.7120 143.9655 0.0185 0.1098 0.1497 +910.506 70.000 9.6848 144.0155 0.0181 0.1077 0.1497 +912.080 70.000 9.7080 144.1506 0.0192 0.1139 0.1497 +913.653 70.000 9.6819 143.9956 0.0183 0.1084 0.1497 +915.227 70.000 9.6834 143.9533 0.0182 0.1080 0.1497 +916.800 70.000 9.6693 144.0381 0.0183 0.1084 0.1497 +918.373 70.000 9.6716 143.8821 0.0180 0.1066 0.1497 +919.946 70.000 9.6778 143.9798 0.0187 0.1111 0.1497 +921.518 70.000 9.6394 144.4130 0.0196 0.1167 0.1497 +923.091 70.000 9.6377 144.1957 0.0172 0.1027 0.1497 +924.663 70.000 9.6270 144.0364 0.0197 0.1174 0.1497 +926.235 70.000 9.6032 144.1118 0.0184 0.1098 0.1497 +927.807 70.000 9.5960 143.9326 0.0206 0.1234 0.1497 +929.379 70.000 9.6023 144.2439 0.0211 0.1260 0.1497 +930.951 70.000 9.5623 144.2818 0.0200 0.1194 0.1497 +932.522 70.000 9.5222 144.5944 0.0190 0.1138 0.1497 +934.093 70.000 9.5947 144.4015 0.0203 0.1210 0.1497 +935.665 70.000 9.5662 144.5185 0.0196 0.1172 0.1497 +937.236 70.000 9.6034 144.4703 0.0219 0.1298 0.1497 +938.806 70.000 9.5358 144.7330 0.0233 0.1394 0.1497 +940.377 70.000 9.4756 144.4962 0.0233 0.1401 0.1497 +941.948 70.000 9.5456 144.7896 0.0257 0.1532 0.1497 +943.518 70.000 9.5052 144.4990 0.0242 0.1446 0.1497 +945.088 70.000 9.4741 144.5893 0.0243 0.1456 0.1497 +946.658 70.000 9.5262 144.7225 0.0265 0.1580 0.1497 +948.228 70.000 9.4499 144.6671 0.0252 0.1516 0.1497 +949.798 70.000 9.4331 144.5517 0.0250 0.1506 0.1497 +951.367 70.000 9.4794 144.6561 0.0246 0.1473 0.1497 +952.937 70.000 9.4681 144.9094 0.0272 0.1624 0.1497 +954.506 70.000 9.4344 145.1239 0.0257 0.1540 0.1497 +956.075 70.000 9.4359 144.7886 0.0231 0.1381 0.1497 +957.644 70.000 9.4175 145.2201 0.0240 0.1433 0.1497 +959.212 70.000 9.3820 145.0931 0.0221 0.1329 0.1497 +960.781 70.000 9.4214 145.2860 0.0225 0.1345 0.1497 +962.349 70.000 9.4036 145.0413 0.0237 0.1415 0.1497 +963.917 70.000 9.3985 145.2204 0.0227 0.1358 0.1497 +965.485 70.000 9.4149 145.1612 0.0217 0.1293 0.1497 +967.053 70.000 9.3618 145.2287 0.0222 0.1329 0.1497 +968.621 70.000 9.3473 145.3794 0.0233 0.1397 0.1497 +970.188 70.000 9.3191 144.9882 0.0231 0.1389 0.1497 +971.755 70.000 9.3474 145.3337 0.0210 0.1260 0.1497 +973.322 70.000 9.3631 145.1862 0.0236 0.1411 0.1497 +974.889 70.000 9.3637 145.8207 0.0228 0.1361 0.1497 +976.456 70.000 9.3226 145.5015 0.0220 0.1316 0.1497 +978.023 70.000 9.3399 145.8547 0.0234 0.1396 0.1497 +979.589 70.000 9.3295 145.6985 0.0197 0.1178 0.1497 +981.155 70.000 9.3269 145.6707 0.0238 0.1424 0.1497 +982.721 70.000 9.3049 145.6097 0.0238 0.1427 0.1497 +984.287 70.000 9.2936 145.5294 0.0244 0.1459 0.1497 +985.853 70.000 9.2636 145.5534 0.0247 0.1481 0.1497 +987.418 70.000 9.3052 145.7336 0.0223 0.1333 0.1497 +988.983 70.000 9.2536 145.7687 0.0229 0.1376 0.1497 +990.548 70.000 9.2516 145.3306 0.0235 0.1414 0.1497 +992.113 70.000 9.2583 145.7157 0.0238 0.1429 0.1497 +993.678 70.000 9.2743 145.8488 0.0234 0.1401 0.1497 +995.242 70.000 9.2727 145.8888 0.0239 0.1430 0.1497 +996.807 70.000 9.1931 145.5116 0.0243 0.1470 0.1497 +998.371 70.000 9.2655 145.9820 0.0273 0.1635 0.1497 +999.935 70.000 9.1834 145.9322 0.0308 0.1858 0.1497 +370.324 70.000 30.3104 121.2913 0.1012 0.2235 0.1915 +371.917 70.000 29.8667 122.2971 0.0867 0.1924 0.1915 +373.510 70.000 29.5410 123.3144 0.0796 0.1769 0.1915 +375.103 70.000 29.1533 124.3397 0.0738 0.1647 0.1915 +376.695 70.000 28.8022 124.4192 0.0712 0.1607 0.1915 +378.288 70.000 28.5370 125.8125 0.0645 0.1453 0.1915 +379.881 70.000 28.0010 125.8519 0.0628 0.1442 0.1915 +381.474 70.000 27.4653 126.4339 0.0557 0.1298 0.1915 +383.067 70.000 27.1366 126.6713 0.0513 0.1206 0.1915 +384.660 70.000 26.6047 127.4923 0.0470 0.1118 0.1915 +386.253 70.000 26.2460 127.7325 0.0454 0.1094 0.1915 +387.846 70.000 25.9351 127.7010 0.0450 0.1095 0.1915 +389.439 70.000 25.5798 128.4684 0.0416 0.1018 0.1915 +391.032 70.000 25.2604 128.3690 0.0401 0.0995 0.1915 +392.625 70.000 25.0493 128.3213 0.0422 0.1056 0.1915 +394.219 70.000 24.7821 128.4821 0.0401 0.1013 0.1915 +395.812 70.000 24.5086 128.5277 0.0372 0.0951 0.1915 +397.405 70.000 24.3023 128.5603 0.0393 0.1013 0.1915 +398.999 70.000 24.0068 128.6871 0.0349 0.0912 0.1915 +400.592 70.000 23.7834 128.6475 0.0341 0.0899 0.1915 +402.185 70.000 23.4959 128.9017 0.0330 0.0879 0.1915 +403.779 70.000 23.2610 129.2350 0.0309 0.0827 0.1915 +405.372 70.000 23.0744 129.5025 0.0300 0.0807 0.1915 +406.966 70.000 22.8264 129.1524 0.0302 0.0821 0.1915 +408.559 70.000 22.6667 129.6070 0.0306 0.0835 0.1915 +410.153 70.000 22.5367 129.6774 0.0302 0.0829 0.1915 +411.746 70.000 22.3507 129.4019 0.0298 0.0825 0.1915 +413.340 70.000 22.1313 129.2322 0.0261 0.0730 0.1915 +414.933 70.000 22.1402 129.5156 0.0261 0.0728 0.1915 +416.527 70.000 21.8884 129.6585 0.0293 0.0827 0.1915 +418.121 70.000 21.7061 129.7446 0.0276 0.0786 0.1915 +419.714 70.000 21.4469 129.7399 0.0264 0.0760 0.1915 +421.308 70.000 21.4279 129.9716 0.0271 0.0778 0.1915 +422.902 70.000 21.1451 130.1217 0.0260 0.0754 0.1915 +424.496 70.000 20.9881 130.2140 0.0252 0.0736 0.1915 +426.090 70.000 20.7652 130.1310 0.0255 0.0751 0.1915 +427.683 70.000 20.7246 130.2297 0.0250 0.0739 0.1915 +429.277 70.000 20.5423 130.3819 0.0232 0.0689 0.1915 +430.871 70.000 20.3538 130.1345 0.0246 0.0738 0.1915 +432.465 70.000 20.3099 130.3006 0.0229 0.0687 0.1915 +434.059 70.000 20.2057 130.5181 0.0227 0.0685 0.1915 +435.653 70.000 20.0879 130.5813 0.0232 0.0703 0.1915 +437.247 70.000 19.9925 130.4407 0.0232 0.0706 0.1915 +438.841 70.000 19.7730 130.3968 0.0222 0.0684 0.1915 +440.435 70.000 19.6898 130.6519 0.0225 0.0693 0.1915 +442.029 70.000 19.5535 130.6497 0.0223 0.0692 0.1915 +443.623 70.000 19.4223 130.8435 0.0234 0.0730 0.1915 +445.217 70.000 19.3075 130.8400 0.0217 0.0679 0.1915 +446.811 70.000 19.2110 130.8613 0.0219 0.0689 0.1915 +448.405 70.000 19.0060 130.9201 0.0213 0.0675 0.1915 +449.999 70.000 18.9406 130.9251 0.0213 0.0677 0.1915 +451.593 70.000 18.8701 131.2631 0.0208 0.0660 0.1915 +453.187 70.000 18.7232 131.1963 0.0219 0.0703 0.1915 +454.781 70.000 18.6430 131.2243 0.0221 0.0710 0.1915 +456.375 70.000 18.5647 131.3605 0.0201 0.0648 0.1915 +457.969 70.000 18.4768 131.2108 0.0205 0.0666 0.1915 +459.564 70.000 18.3869 131.2728 0.0216 0.0703 0.1915 +461.158 70.000 18.3002 131.3683 0.0203 0.0664 0.1915 +462.752 70.000 18.1729 131.0888 0.0210 0.0693 0.1915 +464.346 70.000 18.0995 131.4642 0.0214 0.0707 0.1915 +465.940 70.000 17.9674 131.3313 0.0206 0.0684 0.1915 +467.535 70.000 17.8994 131.4185 0.0199 0.0664 0.1915 +469.129 70.000 17.7990 131.3594 0.0222 0.0746 0.1915 +470.723 70.000 17.7496 131.7312 0.0212 0.0710 0.1915 +472.317 70.000 17.6659 131.8019 0.0210 0.0705 0.1915 +473.911 70.000 17.5805 131.7026 0.0202 0.0682 0.1915 +475.506 70.000 17.4774 131.6040 0.0211 0.0718 0.1915 +477.100 70.000 17.3117 131.7002 0.0214 0.0735 0.1915 +478.694 70.000 17.2942 131.7631 0.0217 0.0743 0.1915 +480.288 70.000 17.2554 131.8551 0.0201 0.0688 0.1915 +481.883 70.000 17.1588 131.9014 0.0208 0.0719 0.1915 +483.477 70.000 17.0405 131.8243 0.0211 0.0732 0.1915 +485.071 70.000 16.9665 131.8517 0.0207 0.0721 0.1915 +486.665 70.000 16.9712 132.1151 0.0214 0.0742 0.1915 +488.260 70.000 16.8521 131.9491 0.0213 0.0747 0.1915 +489.854 70.000 16.7792 132.1323 0.0225 0.0791 0.1915 +491.448 70.000 16.6512 131.9334 0.0205 0.0727 0.1915 +493.042 70.000 16.6511 132.1934 0.0223 0.0789 0.1915 +494.637 70.000 16.5647 132.0654 0.0213 0.0759 0.1915 +496.231 70.000 16.4736 132.4815 0.0218 0.0777 0.1915 +497.825 70.000 16.3773 132.2358 0.0208 0.0746 0.1915 +499.419 70.000 16.3923 132.4029 0.0204 0.0730 0.1915 +501.014 70.000 16.3171 132.1631 0.0201 0.0726 0.1915 +502.608 70.000 16.1512 132.3640 0.0208 0.0756 0.1915 +504.202 70.000 16.1577 132.4227 0.0219 0.0796 0.1915 +505.796 70.000 16.0478 132.4220 0.0213 0.0779 0.1915 +507.391 70.000 16.0322 132.6664 0.0212 0.0774 0.1915 +508.985 70.000 15.9492 132.7932 0.0201 0.0737 0.1915 +510.579 70.000 15.8947 132.6658 0.0212 0.0780 0.1915 +512.173 70.000 15.8349 132.5792 0.0230 0.0850 0.1915 +513.767 70.000 15.6892 132.7083 0.0223 0.0829 0.1915 +515.362 70.000 15.7379 133.0023 0.0209 0.0771 0.1915 +516.956 70.000 15.7167 133.0794 0.0219 0.0808 0.1915 +518.550 70.000 15.6190 132.9206 0.0217 0.0808 0.1915 +520.144 70.000 15.5219 132.9014 0.0216 0.0811 0.1915 +521.738 70.000 15.4360 132.9952 0.0210 0.0791 0.1915 +523.332 70.000 15.4060 133.0694 0.0213 0.0804 0.1915 +524.926 70.000 15.3447 132.9817 0.0212 0.0804 0.1915 +526.520 70.000 15.3031 133.0150 0.0221 0.0838 0.1915 +528.115 70.000 15.2884 133.1208 0.0242 0.0919 0.1915 +529.709 70.000 15.1664 133.0272 0.0241 0.0924 0.1915 +531.303 70.000 15.1543 133.0034 0.0260 0.0998 0.1915 +532.897 70.000 15.1042 133.2269 0.0269 0.1034 0.1915 +534.491 70.000 15.1007 133.3975 0.0271 0.1038 0.1915 +536.085 70.000 15.0113 133.5591 0.0245 0.0942 0.1915 +537.679 70.000 14.9416 133.4958 0.0225 0.0871 0.1915 +539.273 70.000 14.9229 133.5846 0.0216 0.0834 0.1915 +540.867 70.000 14.8829 133.5321 0.0234 0.0909 0.1915 +542.461 70.000 14.7856 133.3813 0.0219 0.0857 0.1915 +544.054 70.000 14.8130 133.5946 0.0221 0.0860 0.1915 +545.648 70.000 14.6845 133.5609 0.0237 0.0931 0.1915 +547.242 70.000 14.6461 133.6649 0.0234 0.0920 0.1915 +548.836 70.000 14.5717 133.7715 0.0233 0.0921 0.1915 +550.430 70.000 14.5556 133.9646 0.0229 0.0902 0.1915 +552.024 70.000 14.5589 133.8792 0.0235 0.0928 0.1915 +553.618 70.000 14.5088 133.9302 0.0229 0.0907 0.1915 +555.211 70.000 14.4361 134.0003 0.0230 0.0915 0.1915 +556.805 70.000 14.3940 134.0383 0.0252 0.1002 0.1915 +558.399 70.000 14.3587 134.0149 0.0245 0.0977 0.1915 +559.992 70.000 14.2827 134.1252 0.0235 0.0943 0.1915 +561.586 70.000 14.2143 133.8754 0.0243 0.0985 0.1915 +563.180 70.000 14.2115 133.9958 0.0234 0.0944 0.1915 +564.773 70.000 14.2364 134.2373 0.0241 0.0967 0.1915 +566.367 70.000 14.1241 134.0848 0.0250 0.1013 0.1915 +567.960 70.000 14.0749 134.0536 0.0243 0.0989 0.1915 +569.554 70.000 14.0553 134.2408 0.0239 0.0974 0.1915 +571.147 70.000 13.9840 134.1777 0.0230 0.0942 0.1915 +572.741 70.000 13.9596 134.2719 0.0231 0.0949 0.1915 +574.334 70.000 13.9076 134.3080 0.0230 0.0948 0.1915 +575.928 70.000 13.8907 134.3560 0.0244 0.1005 0.1915 +577.521 70.000 13.8421 134.3246 0.0222 0.0917 0.1915 +579.114 70.000 13.8319 134.7643 0.0224 0.0921 0.1915 +580.708 70.000 13.7380 134.6370 0.0240 0.0995 0.1915 +582.301 70.000 13.7461 134.5866 0.0232 0.0965 0.1915 +583.894 70.000 13.6780 134.5798 0.0239 0.0997 0.1915 +585.487 70.000 13.6681 134.6893 0.0244 0.1018 0.1915 +587.081 70.000 13.6179 134.7785 0.0222 0.0927 0.1915 +588.674 70.000 13.5653 134.6877 0.0245 0.1030 0.1915 +590.267 70.000 13.5311 134.9346 0.0236 0.0993 0.1915 +591.860 70.000 13.5050 134.9994 0.0248 0.1043 0.1915 +593.453 70.000 13.4766 134.9552 0.0239 0.1007 0.1915 +595.046 70.000 13.4345 134.8144 0.0227 0.0960 0.1915 +596.639 70.000 13.3928 134.9538 0.0231 0.0979 0.1915 +598.232 70.000 13.3353 135.0896 0.0228 0.0970 0.1915 +599.824 70.000 13.2866 135.3447 0.0228 0.0971 0.1915 +601.417 70.000 13.2827 134.9863 0.0229 0.0982 0.1915 +603.010 70.000 13.2912 135.1826 0.0219 0.0934 0.1915 +604.603 70.000 13.2584 135.2243 0.0236 0.1011 0.1915 +606.195 70.000 13.2370 135.4178 0.0235 0.1003 0.1915 +607.788 70.000 13.1877 135.5957 0.0237 0.1014 0.1915 +609.381 70.000 13.1442 135.3165 0.0226 0.0974 0.1915 +610.973 70.000 13.1048 135.6447 0.0222 0.0957 0.1915 +612.566 70.000 13.0817 135.5625 0.0232 0.1000 0.1915 +614.158 70.000 13.0529 135.4328 0.0228 0.0992 0.1915 +615.751 70.000 13.0185 135.3022 0.0233 0.1018 0.1915 +617.343 70.000 12.9933 135.6785 0.0231 0.1007 0.1915 +618.935 70.000 12.9279 135.7784 0.0245 0.1072 0.1915 +620.528 70.000 12.9007 135.7079 0.0214 0.0937 0.1915 +622.120 70.000 12.9426 135.8627 0.0223 0.0974 0.1915 +623.712 70.000 12.8560 135.8671 0.0229 0.1007 0.1915 +625.304 70.000 12.9270 136.1897 0.0228 0.0993 0.1915 +626.896 70.000 12.7731 136.0138 0.0229 0.1012 0.1915 +628.488 70.000 12.7365 136.0802 0.0210 0.0931 0.1915 +630.080 70.000 12.7687 136.0784 0.0226 0.0999 0.1915 +631.672 70.000 12.7161 136.0742 0.0214 0.0948 0.1915 +633.264 70.000 12.6976 136.1364 0.0223 0.0989 0.1915 +634.856 70.000 12.6724 136.2422 0.0217 0.0965 0.1915 +636.448 70.000 12.5904 136.1552 0.0222 0.0997 0.1915 +638.039 70.000 12.5729 136.2752 0.0229 0.1028 0.1915 +639.631 70.000 12.5568 136.3610 0.0226 0.1016 0.1915 +641.223 70.000 12.5479 136.3633 0.0223 0.1000 0.1915 +642.814 70.000 12.5332 136.3988 0.0215 0.0968 0.1915 +644.406 70.000 12.4989 136.3902 0.0231 0.1039 0.1915 +645.997 70.000 12.4571 136.6362 0.0207 0.0933 0.1915 +647.589 70.000 12.4347 136.5888 0.0206 0.0932 0.1915 +649.180 70.000 12.3804 136.5075 0.0212 0.0964 0.1915 +650.771 70.000 12.3601 136.7499 0.0215 0.0976 0.1915 +652.362 70.000 12.3466 136.6646 0.0221 0.1006 0.1915 +653.953 70.000 12.3427 136.7952 0.0212 0.0965 0.1915 +655.545 70.000 12.3123 136.7180 0.0210 0.0959 0.1915 +657.136 70.000 12.2872 136.9676 0.0226 0.1035 0.1915 +658.727 70.000 12.2940 137.0364 0.0227 0.1036 0.1915 +660.317 70.000 12.1897 136.8170 0.0210 0.0969 0.1915 +661.908 70.000 12.2046 136.9512 0.0221 0.1019 0.1915 +663.499 70.000 12.1672 137.0476 0.0206 0.0951 0.1915 +665.090 70.000 12.1438 136.8262 0.0218 0.1010 0.1915 +666.680 70.000 12.1472 136.9400 0.0223 0.1035 0.1915 +668.271 70.000 12.1038 137.0849 0.0219 0.1018 0.1915 +669.861 70.000 12.0832 136.9251 0.0219 0.1023 0.1915 +671.452 70.000 12.0471 137.4227 0.0210 0.0978 0.1915 +673.042 70.000 11.9989 137.2814 0.0211 0.0989 0.1915 +674.633 70.000 12.0187 137.4232 0.0208 0.0976 0.1915 +676.223 70.000 11.9460 137.4380 0.0200 0.0943 0.1915 +677.813 70.000 11.9809 137.3274 0.0205 0.0965 0.1915 +679.403 70.000 11.9355 137.3815 0.0204 0.0966 0.1915 +680.993 70.000 11.9129 137.5993 0.0201 0.0953 0.1915 +682.583 70.000 11.8689 137.5390 0.0200 0.0949 0.1915 +684.173 70.000 11.8431 137.6901 0.0196 0.0933 0.1915 +685.763 70.000 11.8507 137.8207 0.0191 0.0907 0.1915 +687.353 70.000 11.8506 137.8569 0.0191 0.0909 0.1915 +688.942 70.000 11.7856 137.8630 0.0200 0.0957 0.1915 +690.532 70.000 11.7838 137.7671 0.0206 0.0988 0.1915 +692.121 70.000 11.7718 137.7902 0.0195 0.0937 0.1915 +693.711 70.000 11.7333 137.9877 0.0194 0.0932 0.1915 +695.300 70.000 11.7255 137.9904 0.0182 0.0874 0.1915 +696.890 70.000 11.6636 138.2809 0.0194 0.0934 0.1915 +698.479 70.000 11.6461 138.2445 0.0186 0.0899 0.1915 +700.068 70.000 11.6853 138.1827 0.0188 0.0905 0.1915 +701.657 70.000 11.6423 138.2074 0.0188 0.0911 0.1915 +703.246 70.000 11.5949 138.2132 0.0205 0.0998 0.1915 +704.835 70.000 11.6250 138.3510 0.0207 0.1002 0.1915 +706.424 70.000 11.5310 138.3822 0.0217 0.1060 0.1915 +708.013 70.000 11.5512 138.4298 0.0209 0.1017 0.1915 +709.601 70.000 11.5189 138.4126 0.0201 0.0985 0.1915 +711.190 70.000 11.5057 138.6882 0.0189 0.0924 0.1915 +712.778 70.000 11.4939 138.6364 0.0184 0.0902 0.1915 +714.367 70.000 11.4693 138.6199 0.0181 0.0888 0.1915 +715.955 70.000 11.4555 138.6452 0.0199 0.0981 0.1915 +717.543 70.000 11.4445 138.3640 0.0184 0.0909 0.1915 +719.132 70.000 11.4146 138.5673 0.0189 0.0935 0.1915 +720.720 70.000 11.4112 138.8259 0.0195 0.0962 0.1915 +722.308 70.000 11.3840 138.8483 0.0188 0.0930 0.1915 +723.896 70.000 11.3542 138.9131 0.0180 0.0896 0.1915 +725.483 70.000 11.3368 138.8245 0.0194 0.0969 0.1915 +727.071 70.000 11.3101 138.9892 0.0183 0.0916 0.1915 +728.659 70.000 11.2637 139.0644 0.0185 0.0927 0.1915 +730.246 70.000 11.2893 138.9882 0.0183 0.0919 0.1915 +731.834 70.000 11.2224 138.9353 0.0182 0.0919 0.1915 +733.421 70.000 11.2283 139.1266 0.0189 0.0955 0.1915 +735.009 70.000 11.2340 138.9598 0.0190 0.0963 0.1915 +736.596 70.000 11.2266 139.2466 0.0182 0.0919 0.1915 +738.183 70.000 11.1798 139.3628 0.0191 0.0971 0.1915 +739.770 70.000 11.1511 139.3644 0.0192 0.0977 0.1915 +741.357 70.000 11.1370 139.3066 0.0199 0.1014 0.1915 +742.944 70.000 11.1061 139.2105 0.0179 0.0917 0.1915 +744.531 70.000 11.1009 139.3792 0.0179 0.0919 0.1915 +746.117 70.000 11.0767 139.3193 0.0185 0.0954 0.1915 +747.704 70.000 11.0695 139.4801 0.0186 0.0955 0.1915 +749.290 70.000 11.0389 139.8394 0.0183 0.0941 0.1915 +750.877 70.000 11.0650 139.6295 0.0180 0.0926 0.1915 +752.463 70.000 11.0232 139.8401 0.0165 0.0850 0.1915 +754.049 70.000 10.9956 139.6942 0.0188 0.0976 0.1915 +755.635 70.000 10.9865 139.8767 0.0179 0.0929 0.1915 +757.221 70.000 11.0045 139.8564 0.0176 0.0911 0.1915 +758.807 70.000 10.9280 139.6936 0.0185 0.0967 0.1915 +760.393 70.000 10.9286 139.7135 0.0190 0.0992 0.1915 +761.979 70.000 10.9468 140.1327 0.0184 0.0959 0.1915 +763.564 70.000 10.8687 140.0894 0.0176 0.0924 0.1915 +765.150 70.000 10.8746 140.0240 0.0181 0.0950 0.1915 +766.735 70.000 10.8093 140.1647 0.0185 0.0974 0.1915 +768.320 70.000 10.8580 140.3153 0.0193 0.1009 0.1915 +769.906 70.000 10.8356 140.1588 0.0183 0.0963 0.1915 +771.491 70.000 10.8178 140.3543 0.0170 0.0894 0.1915 +773.076 70.000 10.8192 140.1712 0.0181 0.0953 0.1915 +774.661 70.000 10.7810 140.1918 0.0176 0.0930 0.1915 +776.245 70.000 10.7558 140.2707 0.0163 0.0866 0.1915 +777.830 70.000 10.7828 140.5386 0.0172 0.0912 0.1915 +779.415 70.000 10.7555 140.2629 0.0167 0.0888 0.1915 +780.999 70.000 10.7296 140.5161 0.0181 0.0962 0.1915 +782.583 70.000 10.6923 140.6405 0.0169 0.0903 0.1915 +784.168 70.000 10.6721 140.6754 0.0182 0.0971 0.1915 +785.752 70.000 10.7012 140.6266 0.0174 0.0927 0.1915 +787.336 70.000 10.6551 140.6214 0.0174 0.0931 0.1915 +788.920 70.000 10.6689 140.7667 0.0175 0.0935 0.1915 +790.504 70.000 10.6121 140.5976 0.0175 0.0945 0.1915 +792.087 70.000 10.6061 140.5502 0.0172 0.0931 0.1915 +793.671 70.000 10.6319 140.6786 0.0166 0.0892 0.1915 +795.254 70.000 10.6122 140.7480 0.0181 0.0979 0.1915 +796.838 70.000 10.5919 140.7325 0.0170 0.0918 0.1915 +798.421 70.000 10.5630 141.0775 0.0181 0.0981 0.1915 +800.004 70.000 10.5432 140.9610 0.0177 0.0963 0.1915 +801.587 70.000 10.5363 141.0031 0.0176 0.0958 0.1915 +803.170 70.000 10.5153 141.1584 0.0168 0.0917 0.1915 +804.753 70.000 10.5168 141.1017 0.0179 0.0978 0.1915 +806.335 70.000 10.4836 141.2597 0.0170 0.0932 0.1915 +807.918 70.000 10.5097 141.1511 0.0181 0.0992 0.1915 +809.500 70.000 10.4622 141.4163 0.0175 0.0964 0.1915 +811.083 70.000 10.4508 141.1661 0.0175 0.0967 0.1915 +812.665 70.000 10.4277 141.3065 0.0174 0.0961 0.1915 +814.247 70.000 10.4044 141.3990 0.0172 0.0955 0.1915 +815.829 70.000 10.4095 141.3768 0.0172 0.0950 0.1915 +817.411 70.000 10.3966 141.6662 0.0170 0.0939 0.1915 +818.993 70.000 10.3526 141.5659 0.0185 0.1029 0.1915 +820.574 70.000 10.3650 141.5984 0.0177 0.0987 0.1915 +822.156 70.000 10.3497 141.7486 0.0176 0.0982 0.1915 +823.737 70.000 10.3648 141.5517 0.0174 0.0970 0.1915 +825.318 70.000 10.3415 141.7120 0.0173 0.0969 0.1915 +826.899 70.000 10.3375 141.7647 0.0166 0.0928 0.1915 +828.480 70.000 10.2969 141.6438 0.0171 0.0962 0.1915 +830.061 70.000 10.2719 141.8671 0.0163 0.0918 0.1915 +831.642 70.000 10.2362 141.9692 0.0172 0.0973 0.1915 +833.223 70.000 10.2570 142.0693 0.0192 0.1078 0.1915 +834.803 70.000 10.2600 141.9024 0.0176 0.0988 0.1915 +836.383 70.000 10.2213 141.9202 0.0187 0.1053 0.1915 +837.964 70.000 10.1966 142.0676 0.0177 0.1001 0.1915 +839.544 70.000 10.2402 142.0666 0.0185 0.1044 0.1915 +841.124 70.000 10.1914 142.1300 0.0179 0.1013 0.1915 +842.704 70.000 10.1858 142.2041 0.0183 0.1039 0.1915 +844.283 70.000 10.1819 142.1225 0.0167 0.0944 0.1915 +845.863 70.000 10.1644 142.1062 0.0174 0.0986 0.1915 +847.442 70.000 10.1426 142.0846 0.0170 0.0967 0.1915 +849.022 70.000 10.1541 142.4317 0.0186 0.1058 0.1915 +850.601 70.000 10.0821 142.4942 0.0180 0.1029 0.1915 +852.180 70.000 10.1206 142.4020 0.0182 0.1034 0.1915 +853.759 70.000 10.0782 142.3741 0.0180 0.1029 0.1915 +855.338 70.000 10.0779 142.2651 0.0178 0.1017 0.1915 +856.916 70.000 10.0616 142.4616 0.0180 0.1026 0.1915 +858.495 70.000 10.0473 142.5987 0.0189 0.1081 0.1915 +860.073 70.000 10.0787 142.6900 0.0171 0.0976 0.1915 +861.651 70.000 10.0341 142.5723 0.0184 0.1053 0.1915 +863.229 70.000 10.0098 142.5724 0.0174 0.0998 0.1915 +864.808 70.000 10.0201 142.7442 0.0181 0.1042 0.1915 +866.385 70.000 9.9760 142.7720 0.0188 0.1085 0.1915 +867.963 70.000 9.9905 142.9937 0.0187 0.1073 0.1915 +869.541 70.000 9.9922 142.8799 0.0173 0.0997 0.1915 +871.118 70.000 9.9948 142.9539 0.0182 0.1044 0.1915 +872.695 70.000 9.9396 142.9919 0.0176 0.1015 0.1915 +874.272 70.000 9.9384 143.0754 0.0183 0.1057 0.1915 +875.849 70.000 9.9347 143.1068 0.0177 0.1020 0.1915 +877.426 70.000 9.8989 143.1006 0.0195 0.1131 0.1915 +879.003 70.000 9.9504 143.1087 0.0190 0.1100 0.1915 +880.580 70.000 9.9249 143.0222 0.0174 0.1008 0.1915 +882.156 70.000 9.8963 143.0047 0.0185 0.1075 0.1915 +883.732 70.000 9.8712 143.1487 0.0170 0.0993 0.1915 +885.308 70.000 9.8687 143.2102 0.0171 0.0997 0.1915 +886.884 70.000 9.8757 143.2415 0.0172 0.0999 0.1915 +888.460 70.000 9.8510 143.2357 0.0174 0.1015 0.1915 +890.036 70.000 9.8551 143.2131 0.0176 0.1026 0.1915 +891.611 70.000 9.8113 143.5412 0.0185 0.1084 0.1915 +893.187 70.000 9.8329 143.5404 0.0173 0.1013 0.1915 +894.762 70.000 9.7910 143.6159 0.0171 0.1004 0.1915 +896.337 70.000 9.7861 143.4355 0.0180 0.1056 0.1915 +897.912 70.000 9.7607 143.5991 0.0188 0.1110 0.1915 +899.487 70.000 9.8087 143.4836 0.0176 0.1032 0.1915 +901.062 70.000 9.7867 143.4314 0.0193 0.1138 0.1915 +902.636 70.000 9.7085 143.4607 0.0177 0.1050 0.1915 +904.210 70.000 9.7377 143.8009 0.0171 0.1013 0.1915 +905.785 70.000 9.7854 143.8278 0.0186 0.1097 0.1915 +907.359 70.000 9.7714 143.7854 0.0181 0.1066 0.1915 +908.933 70.000 9.7225 143.7646 0.0180 0.1064 0.1915 +910.506 70.000 9.7188 143.9865 0.0178 0.1055 0.1915 +912.080 70.000 9.6933 143.9703 0.0191 0.1132 0.1915 +913.653 70.000 9.6912 144.1630 0.0178 0.1053 0.1915 +915.227 70.000 9.6777 144.0709 0.0193 0.1143 0.1915 +916.800 70.000 9.6436 144.0370 0.0200 0.1191 0.1915 +918.373 70.000 9.6378 143.9971 0.0196 0.1168 0.1915 +919.946 70.000 9.6746 144.3943 0.0177 0.1047 0.1915 +921.518 70.000 9.6637 144.1134 0.0191 0.1137 0.1915 +923.091 70.000 9.6186 144.2923 0.0196 0.1167 0.1915 +924.663 70.000 9.6017 144.0543 0.0185 0.1109 0.1915 +926.235 70.000 9.6035 144.0775 0.0174 0.1041 0.1915 +927.807 70.000 9.6127 144.3103 0.0191 0.1140 0.1915 +929.379 70.000 9.6197 144.5485 0.0199 0.1186 0.1915 +930.951 70.000 9.5727 144.3458 0.0198 0.1183 0.1915 +932.522 70.000 9.5743 144.4270 0.0191 0.1143 0.1915 +934.093 70.000 9.5526 144.3298 0.0200 0.1198 0.1915 +935.665 70.000 9.5781 144.6132 0.0205 0.1221 0.1915 +937.236 70.000 9.5636 144.6508 0.0218 0.1300 0.1915 +938.806 70.000 9.5785 144.6797 0.0218 0.1296 0.1915 +940.377 70.000 9.5266 144.6350 0.0226 0.1352 0.1915 +941.948 70.000 9.5185 144.6035 0.0240 0.1432 0.1915 +943.518 70.000 9.5146 144.9263 0.0248 0.1480 0.1915 +945.088 70.000 9.5301 144.7955 0.0264 0.1574 0.1915 +946.658 70.000 9.5865 144.8308 0.0274 0.1620 0.1915 +948.228 70.000 9.5365 144.7905 0.0263 0.1567 0.1915 +949.798 70.000 9.4629 144.6014 0.0251 0.1507 0.1915 +951.367 70.000 9.4714 144.8529 0.0249 0.1487 0.1915 +952.937 70.000 9.4725 144.8933 0.0255 0.1523 0.1915 +954.506 70.000 9.4513 144.8332 0.0255 0.1527 0.1915 +956.075 70.000 9.4144 145.2757 0.0269 0.1613 0.1915 +957.644 70.000 9.4708 145.1354 0.0241 0.1434 0.1915 +959.212 70.000 9.3975 145.0177 0.0221 0.1325 0.1915 +960.781 70.000 9.3837 145.0320 0.0236 0.1418 0.1915 +962.349 70.000 9.4065 145.1276 0.0236 0.1412 0.1915 +963.917 70.000 9.3695 144.9959 0.0233 0.1398 0.1915 +965.485 70.000 9.3633 145.2992 0.0226 0.1355 0.1915 +967.053 70.000 9.4280 145.0585 0.0217 0.1290 0.1915 +968.621 70.000 9.3934 145.1671 0.0211 0.1259 0.1915 +970.188 70.000 9.3557 145.2218 0.0230 0.1378 0.1915 +971.755 70.000 9.3626 145.2261 0.0239 0.1428 0.1915 +973.322 70.000 9.3831 145.3584 0.0220 0.1314 0.1915 +974.889 70.000 9.3524 145.4910 0.0243 0.1452 0.1915 +976.456 70.000 9.2597 145.3448 0.0239 0.1441 0.1915 +978.023 70.000 9.3222 145.4813 0.0241 0.1441 0.1915 +979.589 70.000 9.3613 145.5602 0.0233 0.1390 0.1915 +981.155 70.000 9.3038 145.8265 0.0216 0.1293 0.1915 +982.721 70.000 9.2928 145.6024 0.0240 0.1441 0.1915 +984.287 70.000 9.2939 145.7978 0.0250 0.1495 0.1915 +985.853 70.000 9.2370 145.7367 0.0230 0.1386 0.1915 +987.418 70.000 9.3257 145.8208 0.0227 0.1353 0.1915 +988.983 70.000 9.2710 145.6190 0.0241 0.1442 0.1915 +990.548 70.000 9.2762 145.5887 0.0238 0.1424 0.1915 +992.113 70.000 9.3006 146.0822 0.0228 0.1358 0.1915 +993.678 70.000 9.2676 145.5741 0.0253 0.1516 0.1915 +995.242 70.000 9.2558 145.9417 0.0236 0.1414 0.1915 +996.807 70.000 9.2420 145.9382 0.0252 0.1510 0.1915 +998.371 70.000 9.2812 145.9870 0.0266 0.1590 0.1915 +999.935 70.000 9.2384 145.8660 0.0332 0.1990 0.1915 +370.324 70.000 30.2947 121.3784 0.0893 0.1973 0.2336 +371.917 70.000 29.7244 122.3365 0.0895 0.1996 0.2336 +373.510 70.000 29.6765 123.4179 0.0714 0.1579 0.2336 +375.103 70.000 28.9984 123.8592 0.0748 0.1683 0.2336 +376.695 70.000 28.9204 124.9153 0.0678 0.1519 0.2336 +378.288 70.000 28.3364 125.4141 0.0647 0.1470 0.2336 +379.881 70.000 27.8525 125.8064 0.0599 0.1383 0.2336 +381.474 70.000 27.4696 126.3499 0.0527 0.1227 0.2336 +383.067 70.000 27.1680 126.7898 0.0520 0.1220 0.2336 +384.660 70.000 26.6807 127.2001 0.0518 0.1234 0.2336 +386.253 70.000 26.3072 127.6748 0.0478 0.1148 0.2336 +387.846 70.000 25.9561 128.0141 0.0410 0.0996 0.2336 +389.439 70.000 25.6501 128.2128 0.0430 0.1054 0.2336 +391.032 70.000 25.3136 128.4203 0.0440 0.1089 0.2336 +392.625 70.000 25.0024 128.3264 0.0395 0.0989 0.2336 +394.219 70.000 24.7007 128.4830 0.0408 0.1033 0.2336 +395.812 70.000 24.5052 128.4280 0.0387 0.0990 0.2336 +397.405 70.000 24.3019 128.7659 0.0364 0.0938 0.2336 +398.999 70.000 24.0499 128.6882 0.0345 0.0898 0.2336 +400.592 70.000 23.7786 128.9410 0.0338 0.0888 0.2336 +402.185 70.000 23.4885 129.1096 0.0339 0.0900 0.2336 +403.779 70.000 23.2459 129.0703 0.0319 0.0854 0.2336 +405.372 70.000 23.0656 129.4578 0.0308 0.0828 0.2336 +406.966 70.000 22.7888 129.4191 0.0291 0.0792 0.2336 +408.559 70.000 22.6587 129.4599 0.0301 0.0822 0.2336 +410.153 70.000 22.4534 129.4207 0.0296 0.0816 0.2336 +411.746 70.000 22.3550 129.5524 0.0305 0.0843 0.2336 +413.340 70.000 22.1843 129.4173 0.0277 0.0773 0.2336 +414.933 70.000 21.9403 129.5022 0.0271 0.0764 0.2336 +416.527 70.000 21.7518 129.6820 0.0278 0.0791 0.2336 +418.121 70.000 21.7079 129.5930 0.0249 0.0708 0.2336 +419.714 70.000 21.4792 129.8605 0.0259 0.0744 0.2336 +421.308 70.000 21.3293 129.9249 0.0248 0.0715 0.2336 +422.902 70.000 21.1187 129.8674 0.0249 0.0724 0.2336 +424.496 70.000 20.9804 129.9011 0.0266 0.0778 0.2336 +426.090 70.000 20.8713 130.3141 0.0248 0.0728 0.2336 +427.683 70.000 20.6980 130.2381 0.0237 0.0701 0.2336 +429.277 70.000 20.5413 130.1923 0.0258 0.0766 0.2336 +430.871 70.000 20.4459 130.2895 0.0256 0.0764 0.2336 +432.465 70.000 20.3215 130.2997 0.0238 0.0714 0.2336 +434.059 70.000 20.2110 130.5151 0.0235 0.0707 0.2336 +435.653 70.000 20.0802 130.3892 0.0236 0.0715 0.2336 +437.247 70.000 20.0351 130.5436 0.0241 0.0731 0.2336 +438.841 70.000 19.8052 130.4421 0.0221 0.0680 0.2336 +440.435 70.000 19.6567 130.5372 0.0215 0.0664 0.2336 +442.029 70.000 19.5722 130.8045 0.0223 0.0689 0.2336 +443.623 70.000 19.4419 130.8777 0.0213 0.0663 0.2336 +445.217 70.000 19.2679 130.9201 0.0232 0.0726 0.2336 +446.811 70.000 19.1761 130.9671 0.0213 0.0669 0.2336 +448.405 70.000 19.0572 130.8431 0.0217 0.0686 0.2336 +449.999 70.000 18.9602 131.0589 0.0216 0.0686 0.2336 +451.593 70.000 18.8496 131.0753 0.0224 0.0715 0.2336 +453.187 70.000 18.7432 131.1258 0.0215 0.0687 0.2336 +454.781 70.000 18.6397 131.3686 0.0212 0.0681 0.2336 +456.375 70.000 18.5672 131.0821 0.0218 0.0706 0.2336 +457.969 70.000 18.4545 131.2314 0.0207 0.0672 0.2336 +459.564 70.000 18.3226 131.0751 0.0212 0.0695 0.2336 +461.158 70.000 18.2958 131.2668 0.0203 0.0666 0.2336 +462.752 70.000 18.2350 131.2608 0.0207 0.0679 0.2336 +464.346 70.000 18.0449 131.3676 0.0207 0.0687 0.2336 +465.940 70.000 18.0952 131.6151 0.0213 0.0701 0.2336 +467.535 70.000 17.8877 131.4010 0.0220 0.0733 0.2336 +469.129 70.000 17.8022 131.5330 0.0221 0.0740 0.2336 +470.723 70.000 17.7817 131.7467 0.0210 0.0701 0.2336 +472.317 70.000 17.6092 131.7088 0.0219 0.0739 0.2336 +473.911 70.000 17.5479 131.6462 0.0197 0.0668 0.2336 +475.506 70.000 17.4949 131.8685 0.0220 0.0745 0.2336 +477.100 70.000 17.3803 131.8315 0.0208 0.0708 0.2336 +478.694 70.000 17.2516 131.6331 0.0206 0.0708 0.2336 +480.288 70.000 17.2096 131.8064 0.0211 0.0728 0.2336 +481.883 70.000 17.1625 131.7495 0.0201 0.0696 0.2336 +483.477 70.000 17.1035 131.9425 0.0224 0.0776 0.2336 +485.071 70.000 17.0088 132.0356 0.0216 0.0751 0.2336 +486.665 70.000 16.9133 131.8551 0.0215 0.0751 0.2336 +488.260 70.000 16.8061 132.1494 0.0215 0.0755 0.2336 +489.854 70.000 16.7924 131.9794 0.0219 0.0772 0.2336 +491.448 70.000 16.7656 132.3127 0.0213 0.0746 0.2336 +493.042 70.000 16.6780 132.2779 0.0211 0.0746 0.2336 +494.637 70.000 16.5370 132.1328 0.0213 0.0759 0.2336 +496.231 70.000 16.5091 132.4394 0.0206 0.0733 0.2336 +497.825 70.000 16.3959 132.0354 0.0212 0.0763 0.2336 +499.419 70.000 16.3485 132.4072 0.0212 0.0763 0.2336 +501.014 70.000 16.2745 132.2040 0.0224 0.0811 0.2336 +502.608 70.000 16.2474 132.4577 0.0213 0.0769 0.2336 +504.202 70.000 16.0900 132.3408 0.0209 0.0763 0.2336 +505.796 70.000 16.1179 132.5605 0.0223 0.0809 0.2336 +507.391 70.000 16.0458 132.6228 0.0211 0.0771 0.2336 +508.985 70.000 15.9610 132.7384 0.0217 0.0793 0.2336 +510.579 70.000 15.8984 132.4975 0.0222 0.0818 0.2336 +512.173 70.000 15.7951 132.6862 0.0227 0.0840 0.2336 +513.767 70.000 15.8220 132.8285 0.0216 0.0795 0.2336 +515.362 70.000 15.7746 132.9337 0.0221 0.0815 0.2336 +516.956 70.000 15.6542 132.7336 0.0203 0.0758 0.2336 +518.550 70.000 15.6095 132.9277 0.0222 0.0827 0.2336 +520.144 70.000 15.5499 132.8909 0.0220 0.0825 0.2336 +521.738 70.000 15.5080 133.1028 0.0225 0.0843 0.2336 +523.332 70.000 15.4089 132.7970 0.0229 0.0866 0.2336 +524.926 70.000 15.3536 133.0103 0.0201 0.0761 0.2336 +526.520 70.000 15.2837 133.0417 0.0235 0.0894 0.2336 +528.115 70.000 15.3098 133.3991 0.0226 0.0853 0.2336 +529.709 70.000 15.1742 133.1130 0.0228 0.0873 0.2336 +531.303 70.000 15.1562 133.3599 0.0241 0.0918 0.2336 +532.897 70.000 15.1317 132.9965 0.0264 0.1015 0.2336 +534.491 70.000 15.0058 133.4464 0.0261 0.1005 0.2336 +536.085 70.000 15.0067 133.4001 0.0247 0.0953 0.2336 +537.679 70.000 14.9452 133.4047 0.0241 0.0933 0.2336 +539.273 70.000 14.9566 133.6005 0.0229 0.0885 0.2336 +540.867 70.000 14.8301 133.4864 0.0213 0.0830 0.2336 +542.461 70.000 14.8320 133.5316 0.0225 0.0878 0.2336 +544.054 70.000 14.7738 133.4693 0.0229 0.0898 0.2336 +545.648 70.000 14.7275 133.6382 0.0233 0.0914 0.2336 +547.242 70.000 14.6265 133.6083 0.0238 0.0937 0.2336 +548.836 70.000 14.6545 133.7103 0.0234 0.0920 0.2336 +550.430 70.000 14.5736 133.8461 0.0223 0.0879 0.2336 +552.024 70.000 14.5357 133.8165 0.0231 0.0914 0.2336 +553.618 70.000 14.4762 133.5962 0.0238 0.0950 0.2336 +555.211 70.000 14.4132 133.7619 0.0240 0.0960 0.2336 +556.805 70.000 14.4286 134.0603 0.0244 0.0970 0.2336 +558.399 70.000 14.3308 133.9163 0.0245 0.0981 0.2336 +559.992 70.000 14.2666 133.9857 0.0242 0.0973 0.2336 +561.586 70.000 14.2616 134.1985 0.0260 0.1041 0.2336 +563.180 70.000 14.2707 134.2010 0.0229 0.0917 0.2336 +564.773 70.000 14.1668 134.1006 0.0259 0.1046 0.2336 +566.367 70.000 14.1532 134.2749 0.0252 0.1019 0.2336 +567.960 70.000 14.1258 134.2802 0.0244 0.0986 0.2336 +569.554 70.000 14.0570 134.2305 0.0238 0.0971 0.2336 +571.147 70.000 14.0673 134.3953 0.0230 0.0933 0.2336 +572.741 70.000 14.0110 134.5098 0.0251 0.1022 0.2336 +574.334 70.000 13.9166 134.3335 0.0228 0.0936 0.2336 +575.928 70.000 13.9294 134.5376 0.0240 0.0983 0.2336 +577.521 70.000 13.8528 134.3748 0.0232 0.0958 0.2336 +579.114 70.000 13.8352 134.4888 0.0233 0.0964 0.2336 +580.708 70.000 13.7722 134.7483 0.0233 0.0964 0.2336 +582.301 70.000 13.6575 134.5709 0.0226 0.0947 0.2336 +583.894 70.000 13.7043 134.7453 0.0252 0.1046 0.2336 +585.487 70.000 13.6879 134.7965 0.0229 0.0951 0.2336 +587.081 70.000 13.6310 134.6613 0.0223 0.0932 0.2336 +588.674 70.000 13.5451 134.8061 0.0240 0.1010 0.2336 +590.267 70.000 13.5480 134.9152 0.0233 0.0977 0.2336 +591.860 70.000 13.5087 134.8596 0.0232 0.0978 0.2336 +593.453 70.000 13.4321 135.1556 0.0224 0.0945 0.2336 +595.046 70.000 13.4413 135.0994 0.0245 0.1033 0.2336 +596.639 70.000 13.3717 134.8778 0.0236 0.1006 0.2336 +598.232 70.000 13.3505 135.2648 0.0259 0.1096 0.2336 +599.824 70.000 13.3366 135.1260 0.0237 0.1006 0.2336 +601.417 70.000 13.2762 135.1058 0.0239 0.1023 0.2336 +603.010 70.000 13.2479 135.1738 0.0236 0.1012 0.2336 +604.603 70.000 13.2309 134.9977 0.0229 0.0985 0.2336 +606.195 70.000 13.1957 135.3015 0.0240 0.1029 0.2336 +607.788 70.000 13.1653 135.5336 0.0231 0.0993 0.2336 +609.381 70.000 13.1332 135.6157 0.0226 0.0971 0.2336 +610.973 70.000 13.1595 135.5951 0.0216 0.0926 0.2336 +612.566 70.000 13.0744 135.4253 0.0217 0.0940 0.2336 +614.158 70.000 13.0790 135.5321 0.0245 0.1061 0.2336 +615.751 70.000 12.9972 135.5188 0.0230 0.1003 0.2336 +617.343 70.000 13.0079 135.6506 0.0229 0.0994 0.2336 +618.935 70.000 12.9749 135.8175 0.0231 0.1003 0.2336 +620.528 70.000 12.9375 135.7697 0.0226 0.0987 0.2336 +622.120 70.000 12.8562 135.6493 0.0231 0.1016 0.2336 +623.712 70.000 12.8899 135.9962 0.0233 0.1018 0.2336 +625.304 70.000 12.8229 135.8246 0.0225 0.0993 0.2336 +626.896 70.000 12.8073 135.9318 0.0220 0.0969 0.2336 +628.488 70.000 12.7738 135.8762 0.0218 0.0964 0.2336 +630.080 70.000 12.7404 135.9864 0.0211 0.0936 0.2336 +631.672 70.000 12.7028 136.2452 0.0218 0.0965 0.2336 +633.264 70.000 12.6641 136.2001 0.0224 0.0996 0.2336 +634.856 70.000 12.6226 136.0496 0.0239 0.1070 0.2336 +636.448 70.000 12.6200 136.1997 0.0233 0.1043 0.2336 +638.039 70.000 12.5977 136.2872 0.0222 0.0991 0.2336 +639.631 70.000 12.5401 136.3415 0.0221 0.0995 0.2336 +641.223 70.000 12.5194 136.4123 0.0201 0.0906 0.2336 +642.814 70.000 12.4985 136.2944 0.0222 0.1001 0.2336 +644.406 70.000 12.4670 136.4626 0.0217 0.0982 0.2336 +645.997 70.000 12.4865 136.5166 0.0221 0.0996 0.2336 +647.589 70.000 12.3947 136.4780 0.0212 0.0961 0.2336 +649.180 70.000 12.4129 136.7895 0.0221 0.1001 0.2336 +650.771 70.000 12.3500 136.5402 0.0217 0.0988 0.2336 +652.362 70.000 12.3272 136.7066 0.0214 0.0974 0.2336 +653.953 70.000 12.3292 136.8547 0.0231 0.1051 0.2336 +655.545 70.000 12.3084 136.8625 0.0224 0.1023 0.2336 +657.136 70.000 12.2781 136.8065 0.0206 0.0942 0.2336 +658.727 70.000 12.2733 136.9889 0.0208 0.0953 0.2336 +660.317 70.000 12.2285 137.1471 0.0200 0.0915 0.2336 +661.908 70.000 12.1967 136.8484 0.0211 0.0975 0.2336 +663.499 70.000 12.1894 137.1122 0.0209 0.0965 0.2336 +665.090 70.000 12.1711 136.9468 0.0196 0.0907 0.2336 +666.680 70.000 12.1227 137.1346 0.0220 0.1020 0.2336 +668.271 70.000 12.1003 137.1054 0.0218 0.1015 0.2336 +669.861 70.000 12.0762 137.3628 0.0221 0.1027 0.2336 +671.452 70.000 12.0573 137.3335 0.0223 0.1043 0.2336 +673.042 70.000 12.0182 137.2382 0.0200 0.0938 0.2336 +674.633 70.000 12.0167 137.4621 0.0216 0.1012 0.2336 +676.223 70.000 11.9682 137.4512 0.0201 0.0944 0.2336 +677.813 70.000 11.9587 137.3789 0.0204 0.0963 0.2336 +679.403 70.000 11.9507 137.6471 0.0209 0.0983 0.2336 +680.993 70.000 11.9090 137.5398 0.0199 0.0941 0.2336 +682.583 70.000 11.8928 137.6728 0.0203 0.0963 0.2336 +684.173 70.000 11.8792 137.8078 0.0211 0.0999 0.2336 +685.763 70.000 11.8399 137.6374 0.0211 0.1004 0.2336 +687.353 70.000 11.8413 137.8031 0.0201 0.0958 0.2336 +688.942 70.000 11.8082 137.8700 0.0181 0.0866 0.2336 +690.532 70.000 11.7647 137.8757 0.0199 0.0952 0.2336 +692.121 70.000 11.7653 138.0227 0.0206 0.0987 0.2336 +693.711 70.000 11.7287 137.9934 0.0196 0.0940 0.2336 +695.300 70.000 11.7364 138.1310 0.0186 0.0894 0.2336 +696.890 70.000 11.6860 138.2582 0.0180 0.0868 0.2336 +698.479 70.000 11.6387 137.9622 0.0185 0.0897 0.2336 +700.068 70.000 11.6523 138.1973 0.0179 0.0865 0.2336 +701.657 70.000 11.6249 138.1352 0.0205 0.0996 0.2336 +703.246 70.000 11.6139 138.3480 0.0194 0.0940 0.2336 +704.835 70.000 11.5919 138.3195 0.0203 0.0989 0.2336 +706.424 70.000 11.5395 138.3362 0.0198 0.0966 0.2336 +708.013 70.000 11.4855 138.3252 0.0194 0.0953 0.2336 +709.601 70.000 11.5310 138.5535 0.0193 0.0944 0.2336 +711.190 70.000 11.5143 138.5267 0.0199 0.0972 0.2336 +712.778 70.000 11.4768 138.6762 0.0186 0.0912 0.2336 +714.367 70.000 11.4309 138.6508 0.0182 0.0896 0.2336 +715.955 70.000 11.4366 138.5051 0.0189 0.0933 0.2336 +717.543 70.000 11.4226 138.5945 0.0182 0.0898 0.2336 +719.132 70.000 11.4210 138.6290 0.0197 0.0973 0.2336 +720.720 70.000 11.3887 138.8232 0.0173 0.0856 0.2336 +722.308 70.000 11.3782 139.0167 0.0196 0.0973 0.2336 +723.896 70.000 11.3039 139.0783 0.0193 0.0963 0.2336 +725.483 70.000 11.3025 139.0918 0.0179 0.0892 0.2336 +727.071 70.000 11.3149 139.0077 0.0185 0.0926 0.2336 +728.659 70.000 11.2828 138.9065 0.0184 0.0924 0.2336 +730.246 70.000 11.2796 139.0693 0.0190 0.0956 0.2336 +731.834 70.000 11.2507 138.9687 0.0182 0.0916 0.2336 +733.421 70.000 11.2144 139.0449 0.0186 0.0943 0.2336 +735.009 70.000 11.2011 139.1844 0.0201 0.1017 0.2336 +736.596 70.000 11.1570 139.1595 0.0171 0.0867 0.2336 +738.183 70.000 11.1621 139.3721 0.0183 0.0929 0.2336 +739.770 70.000 11.1312 139.1681 0.0181 0.0922 0.2336 +741.357 70.000 11.1335 139.3689 0.0177 0.0905 0.2336 +742.944 70.000 11.1394 139.3681 0.0173 0.0881 0.2336 +744.531 70.000 11.1139 139.4130 0.0171 0.0877 0.2336 +746.117 70.000 11.1008 139.4645 0.0186 0.0952 0.2336 +747.704 70.000 11.0907 139.5551 0.0181 0.0929 0.2336 +749.290 70.000 11.0532 139.6143 0.0186 0.0961 0.2336 +750.877 70.000 10.9921 139.7542 0.0189 0.0979 0.2336 +752.463 70.000 10.9976 139.8645 0.0183 0.0945 0.2336 +754.049 70.000 11.0184 139.7395 0.0192 0.0992 0.2336 +755.635 70.000 10.9954 139.6682 0.0176 0.0915 0.2336 +757.221 70.000 10.9432 139.7312 0.0174 0.0904 0.2336 +758.807 70.000 10.9418 139.7206 0.0177 0.0923 0.2336 +760.393 70.000 10.9485 140.0074 0.0171 0.0890 0.2336 +761.979 70.000 10.9148 140.0790 0.0185 0.0965 0.2336 +763.564 70.000 10.8930 140.0391 0.0170 0.0892 0.2336 +765.150 70.000 10.8650 140.0108 0.0177 0.0926 0.2336 +766.735 70.000 10.8805 140.2302 0.0168 0.0877 0.2336 +768.320 70.000 10.8282 140.2059 0.0184 0.0968 0.2336 +769.906 70.000 10.8372 140.4584 0.0176 0.0927 0.2336 +771.491 70.000 10.8355 140.3704 0.0171 0.0900 0.2336 +773.076 70.000 10.7790 140.2737 0.0179 0.0948 0.2336 +774.661 70.000 10.7726 140.2511 0.0195 0.1034 0.2336 +776.245 70.000 10.7813 140.3735 0.0181 0.0956 0.2336 +777.830 70.000 10.7465 140.4316 0.0184 0.0977 0.2336 +779.415 70.000 10.7034 140.4314 0.0160 0.0852 0.2336 +780.999 70.000 10.6949 140.5267 0.0166 0.0886 0.2336 +782.583 70.000 10.7053 140.7839 0.0172 0.0914 0.2336 +784.168 70.000 10.6541 140.7138 0.0176 0.0939 0.2336 +785.752 70.000 10.6505 140.7668 0.0173 0.0924 0.2336 +787.336 70.000 10.6654 140.6158 0.0172 0.0918 0.2336 +788.920 70.000 10.6593 140.6726 0.0173 0.0928 0.2336 +790.504 70.000 10.6426 140.6026 0.0181 0.0975 0.2336 +792.087 70.000 10.6329 140.5965 0.0180 0.0969 0.2336 +793.671 70.000 10.6306 140.8244 0.0179 0.0964 0.2336 +795.254 70.000 10.5725 140.8499 0.0177 0.0961 0.2336 +796.838 70.000 10.5754 141.1265 0.0172 0.0929 0.2336 +798.421 70.000 10.5586 140.9014 0.0169 0.0917 0.2336 +800.004 70.000 10.5243 141.1843 0.0171 0.0928 0.2336 +801.587 70.000 10.5466 141.2392 0.0177 0.0960 0.2336 +803.170 70.000 10.5162 141.0648 0.0181 0.0989 0.2336 +804.753 70.000 10.4974 140.8628 0.0175 0.0957 0.2336 +806.335 70.000 10.4845 141.3897 0.0174 0.0956 0.2336 +807.918 70.000 10.4676 141.1148 0.0184 0.1012 0.2336 +809.500 70.000 10.4577 141.2684 0.0176 0.0967 0.2336 +811.083 70.000 10.4415 141.1761 0.0171 0.0943 0.2336 +812.665 70.000 10.4493 141.3422 0.0170 0.0939 0.2336 +814.247 70.000 10.4128 141.4893 0.0163 0.0903 0.2336 +815.829 70.000 10.3873 141.5486 0.0187 0.1035 0.2336 +817.411 70.000 10.3834 141.6502 0.0173 0.0961 0.2336 +818.993 70.000 10.3602 141.6079 0.0180 0.1001 0.2336 +820.574 70.000 10.3490 141.4700 0.0163 0.0910 0.2336 +822.156 70.000 10.3406 141.4772 0.0175 0.0979 0.2336 +823.737 70.000 10.3440 141.5923 0.0173 0.0965 0.2336 +825.318 70.000 10.3121 141.7159 0.0174 0.0977 0.2336 +826.899 70.000 10.2976 141.7084 0.0171 0.0958 0.2336 +828.480 70.000 10.3193 141.8000 0.0170 0.0950 0.2336 +830.061 70.000 10.2599 141.8568 0.0180 0.1015 0.2336 +831.642 70.000 10.2687 141.9823 0.0166 0.0931 0.2336 +833.223 70.000 10.2181 141.9703 0.0179 0.1011 0.2336 +834.803 70.000 10.2544 142.1138 0.0184 0.1036 0.2336 +836.383 70.000 10.2176 142.0471 0.0190 0.1071 0.2336 +837.964 70.000 10.2174 141.9842 0.0182 0.1029 0.2336 +839.544 70.000 10.2081 142.0378 0.0182 0.1026 0.2336 +841.124 70.000 10.2136 142.0687 0.0170 0.0962 0.2336 +842.704 70.000 10.2020 142.0887 0.0171 0.0966 0.2336 +844.283 70.000 10.1634 142.0438 0.0169 0.0963 0.2336 +845.863 70.000 10.1566 142.1219 0.0178 0.1013 0.2336 +847.442 70.000 10.1359 142.2049 0.0185 0.1052 0.2336 +849.022 70.000 10.1129 142.3138 0.0171 0.0972 0.2336 +850.601 70.000 10.0764 142.3654 0.0183 0.1043 0.2336 +852.180 70.000 10.1096 142.4964 0.0181 0.1027 0.2336 +853.759 70.000 10.0826 142.3718 0.0173 0.0990 0.2336 +855.338 70.000 10.0754 142.4969 0.0181 0.1030 0.2336 +856.916 70.000 10.0702 142.4602 0.0190 0.1084 0.2336 +858.495 70.000 10.0540 142.5020 0.0179 0.1023 0.2336 +860.073 70.000 10.0936 142.4077 0.0175 0.1000 0.2336 +861.651 70.000 10.0567 142.8671 0.0177 0.1009 0.2336 +863.229 70.000 10.0487 142.5161 0.0175 0.1003 0.2336 +864.808 70.000 10.0489 142.7854 0.0180 0.1032 0.2336 +866.385 70.000 9.9861 142.7215 0.0180 0.1037 0.2336 +867.963 70.000 9.9634 142.8506 0.0161 0.0931 0.2336 +869.541 70.000 10.0131 142.6867 0.0180 0.1036 0.2336 +871.118 70.000 9.9625 142.9835 0.0180 0.1040 0.2336 +872.695 70.000 9.9429 142.9043 0.0185 0.1069 0.2336 +874.272 70.000 9.9455 143.0580 0.0184 0.1064 0.2336 +875.849 70.000 9.9112 143.0829 0.0172 0.0996 0.2336 +877.426 70.000 9.9414 143.0552 0.0183 0.1055 0.2336 +879.003 70.000 9.9310 142.9229 0.0188 0.1089 0.2336 +880.580 70.000 9.9033 143.1098 0.0182 0.1058 0.2336 +882.156 70.000 9.8906 143.0730 0.0180 0.1044 0.2336 +883.732 70.000 9.8919 142.8871 0.0177 0.1028 0.2336 +885.308 70.000 9.8691 143.3420 0.0191 0.1115 0.2336 +886.884 70.000 9.8202 143.4648 0.0189 0.1104 0.2336 +888.460 70.000 9.8686 143.4958 0.0174 0.1012 0.2336 +890.036 70.000 9.8317 143.4313 0.0184 0.1074 0.2336 +891.611 70.000 9.8320 143.6328 0.0185 0.1081 0.2336 +893.187 70.000 9.8293 143.5648 0.0188 0.1097 0.2336 +894.762 70.000 9.8374 143.5140 0.0175 0.1023 0.2336 +896.337 70.000 9.7860 143.3816 0.0182 0.1068 0.2336 +897.912 70.000 9.7926 143.6765 0.0186 0.1091 0.2336 +899.487 70.000 9.7421 143.5772 0.0181 0.1066 0.2336 +901.062 70.000 9.7852 143.5244 0.0177 0.1041 0.2336 +902.636 70.000 9.7936 143.7103 0.0187 0.1100 0.2336 +904.210 70.000 9.7467 143.7232 0.0182 0.1077 0.2336 +905.785 70.000 9.7460 143.7341 0.0177 0.1047 0.2336 +907.359 70.000 9.7672 144.1672 0.0184 0.1085 0.2336 +908.933 70.000 9.7467 144.0888 0.0183 0.1077 0.2336 +910.506 70.000 9.6767 143.9025 0.0175 0.1042 0.2336 +912.080 70.000 9.6576 143.9751 0.0186 0.1110 0.2336 +913.653 70.000 9.6515 144.1015 0.0202 0.1201 0.2336 +915.227 70.000 9.6720 143.9948 0.0189 0.1120 0.2336 +916.800 70.000 9.6449 144.1335 0.0182 0.1086 0.2336 +918.373 70.000 9.6634 143.8853 0.0181 0.1077 0.2336 +919.946 70.000 9.6591 144.2566 0.0185 0.1102 0.2336 +921.518 70.000 9.6333 143.9900 0.0197 0.1172 0.2336 +923.091 70.000 9.6143 144.1331 0.0194 0.1160 0.2336 +924.663 70.000 9.6339 144.2781 0.0186 0.1110 0.2336 +926.235 70.000 9.6175 144.1870 0.0197 0.1175 0.2336 +927.807 70.000 9.5801 144.1941 0.0200 0.1194 0.2336 +929.379 70.000 9.6156 144.3924 0.0199 0.1188 0.2336 +930.951 70.000 9.5474 144.3580 0.0185 0.1106 0.2336 +932.522 70.000 9.5920 144.4048 0.0193 0.1150 0.2336 +934.093 70.000 9.5717 144.4989 0.0213 0.1268 0.2336 +935.665 70.000 9.5810 144.4642 0.0204 0.1216 0.2336 +937.236 70.000 9.5498 144.9507 0.0224 0.1335 0.2336 +938.806 70.000 9.4800 144.6272 0.0240 0.1441 0.2336 +940.377 70.000 9.5763 144.9219 0.0243 0.1442 0.2336 +941.948 70.000 9.5025 144.4975 0.0261 0.1559 0.2336 +943.518 70.000 9.4981 144.6679 0.0255 0.1524 0.2336 +945.088 70.000 9.5155 144.7700 0.0237 0.1413 0.2336 +946.658 70.000 9.5584 144.7984 0.0263 0.1565 0.2336 +948.228 70.000 9.4489 144.6330 0.0260 0.1562 0.2336 +949.798 70.000 9.4243 144.7273 0.0258 0.1555 0.2336 +951.367 70.000 9.4562 144.8537 0.0248 0.1483 0.2336 +952.937 70.000 9.4165 144.7362 0.0253 0.1518 0.2336 +954.506 70.000 9.4228 144.9933 0.0258 0.1547 0.2336 +956.075 70.000 9.4272 144.8291 0.0225 0.1346 0.2336 +957.644 70.000 9.3948 144.8086 0.0248 0.1488 0.2336 +959.212 70.000 9.4122 144.9209 0.0216 0.1294 0.2336 +960.781 70.000 9.4535 145.2254 0.0217 0.1288 0.2336 +962.349 70.000 9.3384 145.4799 0.0232 0.1397 0.2336 +963.917 70.000 9.4312 145.0499 0.0232 0.1382 0.2336 +965.485 70.000 9.3610 145.1999 0.0228 0.1369 0.2336 +967.053 70.000 9.3456 145.0206 0.0239 0.1435 0.2336 +968.621 70.000 9.3818 145.1916 0.0231 0.1381 0.2336 +970.188 70.000 9.3515 145.3560 0.0224 0.1345 0.2336 +971.755 70.000 9.3750 145.3295 0.0227 0.1359 0.2336 +973.322 70.000 9.3600 145.2845 0.0211 0.1265 0.2336 +974.889 70.000 9.3427 145.2832 0.0233 0.1394 0.2336 +976.456 70.000 9.3956 145.4117 0.0238 0.1414 0.2336 +978.023 70.000 9.3384 145.4966 0.0238 0.1426 0.2336 +979.589 70.000 9.2806 145.5304 0.0222 0.1337 0.2336 +981.155 70.000 9.3072 145.3623 0.0230 0.1376 0.2336 +982.721 70.000 9.3292 145.5356 0.0232 0.1385 0.2336 +984.287 70.000 9.2749 145.6937 0.0250 0.1501 0.2336 +985.853 70.000 9.2901 145.7905 0.0246 0.1474 0.2336 +987.418 70.000 9.3482 145.9179 0.0228 0.1356 0.2336 +988.983 70.000 9.3004 145.6126 0.0240 0.1436 0.2336 +990.548 70.000 9.2731 145.8165 0.0254 0.1520 0.2336 +992.113 70.000 9.2854 145.7688 0.0245 0.1468 0.2336 +993.678 70.000 9.2287 146.0240 0.0220 0.1319 0.2336 +995.242 70.000 9.2281 145.8419 0.0240 0.1445 0.2336 +996.807 70.000 9.2269 146.1325 0.0232 0.1391 0.2336 +998.371 70.000 9.2324 145.8985 0.0269 0.1615 0.2336 +999.935 70.000 9.2729 146.0945 0.0306 0.1825 0.2336 +370.324 70.000 30.1446 121.1595 0.0934 0.2076 0.2756 +371.917 70.000 29.8899 122.6360 0.0785 0.1737 0.2756 +373.510 70.000 29.3552 123.3013 0.0820 0.1834 0.2756 +375.103 70.000 29.1010 124.1766 0.0751 0.1682 0.2756 +376.695 70.000 28.7789 124.9609 0.0675 0.1518 0.2756 +378.288 70.000 28.2941 125.3674 0.0635 0.1446 0.2756 +379.881 70.000 28.1018 125.5759 0.0590 0.1354 0.2756 +381.474 70.000 27.6187 126.5358 0.0540 0.1251 0.2756 +383.067 70.000 27.1617 126.7871 0.0516 0.1212 0.2756 +384.660 70.000 26.7508 127.1431 0.0504 0.1198 0.2756 +386.253 70.000 26.3477 127.5967 0.0472 0.1134 0.2756 +387.846 70.000 25.9646 127.6827 0.0468 0.1137 0.2756 +389.439 70.000 25.5895 128.0155 0.0461 0.1133 0.2756 +391.032 70.000 25.2446 128.6719 0.0415 0.1027 0.2756 +392.625 70.000 24.9979 128.3031 0.0404 0.1014 0.2756 +394.219 70.000 24.7059 128.2644 0.0402 0.1021 0.2756 +395.812 70.000 24.5614 128.5487 0.0366 0.0934 0.2756 +397.405 70.000 24.2728 128.3400 0.0378 0.0977 0.2756 +398.999 70.000 24.0878 128.8076 0.0360 0.0936 0.2756 +400.592 70.000 23.7572 128.8314 0.0363 0.0957 0.2756 +402.185 70.000 23.5031 129.0523 0.0337 0.0895 0.2756 +403.779 70.000 23.2683 129.1557 0.0320 0.0857 0.2756 +405.372 70.000 22.9758 129.1660 0.0319 0.0862 0.2756 +406.966 70.000 22.8575 129.3444 0.0309 0.0840 0.2756 +408.559 70.000 22.6618 129.6446 0.0298 0.0814 0.2756 +410.153 70.000 22.5226 129.4081 0.0289 0.0795 0.2756 +411.746 70.000 22.2829 129.2507 0.0304 0.0847 0.2756 +413.340 70.000 22.1826 129.4455 0.0277 0.0772 0.2756 +414.933 70.000 22.0721 129.4343 0.0276 0.0773 0.2756 +416.527 70.000 21.8388 129.5978 0.0266 0.0753 0.2756 +418.121 70.000 21.6897 129.5988 0.0256 0.0730 0.2756 +419.714 70.000 21.4432 129.6906 0.0259 0.0745 0.2756 +421.308 70.000 21.3125 130.0643 0.0260 0.0750 0.2756 +422.902 70.000 21.1695 130.0928 0.0248 0.0719 0.2756 +424.496 70.000 20.9672 130.2623 0.0255 0.0745 0.2756 +426.090 70.000 20.8709 130.3806 0.0244 0.0715 0.2756 +427.683 70.000 20.7192 130.2716 0.0234 0.0689 0.2756 +429.277 70.000 20.5665 130.3892 0.0229 0.0680 0.2756 +430.871 70.000 20.4303 130.2211 0.0240 0.0716 0.2756 +432.465 70.000 20.3221 130.1543 0.0233 0.0701 0.2756 +434.059 70.000 20.1850 130.4411 0.0226 0.0681 0.2756 +435.653 70.000 20.0491 130.3091 0.0228 0.0694 0.2756 +437.247 70.000 20.0100 130.4054 0.0232 0.0707 0.2756 +438.841 70.000 19.7476 130.4153 0.0236 0.0728 0.2756 +440.435 70.000 19.7252 130.3672 0.0226 0.0698 0.2756 +442.029 70.000 19.5515 130.7598 0.0224 0.0693 0.2756 +443.623 70.000 19.3934 130.7474 0.0215 0.0670 0.2756 +445.217 70.000 19.3533 130.8682 0.0222 0.0694 0.2756 +446.811 70.000 19.2046 130.8438 0.0217 0.0682 0.2756 +448.405 70.000 19.0659 131.0711 0.0229 0.0722 0.2756 +449.999 70.000 18.9393 131.0701 0.0227 0.0722 0.2756 +451.593 70.000 18.8842 131.2585 0.0206 0.0656 0.2756 +453.187 70.000 18.7835 131.0228 0.0211 0.0674 0.2756 +454.781 70.000 18.6206 131.0503 0.0224 0.0723 0.2756 +456.375 70.000 18.5466 131.1435 0.0208 0.0673 0.2756 +457.969 70.000 18.5095 131.3690 0.0215 0.0696 0.2756 +459.564 70.000 18.3686 131.1976 0.0212 0.0691 0.2756 +461.158 70.000 18.2610 131.1272 0.0204 0.0671 0.2756 +462.752 70.000 18.2089 131.2872 0.0223 0.0732 0.2756 +464.346 70.000 18.0644 131.2143 0.0204 0.0675 0.2756 +465.940 70.000 18.0872 131.4568 0.0205 0.0677 0.2756 +467.535 70.000 17.9279 131.6891 0.0212 0.0704 0.2756 +469.129 70.000 17.7849 131.5261 0.0211 0.0707 0.2756 +470.723 70.000 17.6750 131.5333 0.0212 0.0716 0.2756 +472.317 70.000 17.6049 131.6582 0.0216 0.0731 0.2756 +473.911 70.000 17.5531 131.6342 0.0226 0.0765 0.2756 +475.506 70.000 17.3939 131.5691 0.0204 0.0699 0.2756 +477.100 70.000 17.3911 131.9016 0.0219 0.0745 0.2756 +478.694 70.000 17.3168 131.6653 0.0213 0.0731 0.2756 +480.288 70.000 17.2078 131.7985 0.0218 0.0750 0.2756 +481.883 70.000 17.1376 131.7481 0.0207 0.0716 0.2756 +483.477 70.000 17.0963 132.0740 0.0212 0.0731 0.2756 +485.071 70.000 16.9871 131.9102 0.0205 0.0715 0.2756 +486.665 70.000 16.8798 131.8749 0.0214 0.0750 0.2756 +488.260 70.000 16.7916 131.8250 0.0201 0.0709 0.2756 +489.854 70.000 16.7971 132.0708 0.0212 0.0743 0.2756 +491.448 70.000 16.7200 132.0335 0.0210 0.0742 0.2756 +493.042 70.000 16.6794 132.2769 0.0215 0.0758 0.2756 +494.637 70.000 16.5042 132.1358 0.0224 0.0799 0.2756 +496.231 70.000 16.4875 132.3292 0.0204 0.0728 0.2756 +497.825 70.000 16.4406 132.3312 0.0210 0.0750 0.2756 +499.419 70.000 16.3504 132.2914 0.0220 0.0792 0.2756 +501.014 70.000 16.2839 132.3451 0.0206 0.0744 0.2756 +502.608 70.000 16.2846 132.4781 0.0223 0.0802 0.2756 +504.202 70.000 16.1561 132.4673 0.0213 0.0773 0.2756 +505.796 70.000 16.1136 132.6521 0.0220 0.0800 0.2756 +507.391 70.000 15.9838 132.6709 0.0221 0.0809 0.2756 +508.985 70.000 15.9425 132.4494 0.0201 0.0738 0.2756 +510.579 70.000 15.8896 132.6622 0.0225 0.0828 0.2756 +512.173 70.000 15.8269 132.6871 0.0218 0.0804 0.2756 +513.767 70.000 15.7568 132.7942 0.0206 0.0764 0.2756 +515.362 70.000 15.7119 132.8962 0.0217 0.0805 0.2756 +516.956 70.000 15.7141 132.8617 0.0208 0.0772 0.2756 +518.550 70.000 15.6089 132.9281 0.0210 0.0783 0.2756 +520.144 70.000 15.5926 133.2610 0.0215 0.0799 0.2756 +521.738 70.000 15.4157 132.8159 0.0202 0.0765 0.2756 +523.332 70.000 15.4468 132.9133 0.0215 0.0809 0.2756 +524.926 70.000 15.3533 133.0237 0.0226 0.0854 0.2756 +526.520 70.000 15.2607 132.9615 0.0225 0.0857 0.2756 +528.115 70.000 15.2794 133.1354 0.0214 0.0814 0.2756 +529.709 70.000 15.2487 133.2840 0.0229 0.0869 0.2756 +531.303 70.000 15.1700 133.0901 0.0243 0.0930 0.2756 +532.897 70.000 15.1908 133.4198 0.0261 0.0993 0.2756 +534.491 70.000 15.0530 133.3097 0.0272 0.1048 0.2756 +536.085 70.000 15.0703 133.4497 0.0247 0.0948 0.2756 +537.679 70.000 14.9834 133.5223 0.0240 0.0926 0.2756 +539.273 70.000 14.9320 133.4548 0.0243 0.0940 0.2756 +540.867 70.000 14.8975 133.5260 0.0226 0.0876 0.2756 +542.461 70.000 14.8265 133.4865 0.0227 0.0885 0.2756 +544.054 70.000 14.7677 133.4951 0.0238 0.0932 0.2756 +545.648 70.000 14.7581 133.7355 0.0225 0.0877 0.2756 +547.242 70.000 14.6526 133.7499 0.0251 0.0985 0.2756 +548.836 70.000 14.6436 133.7357 0.0247 0.0970 0.2756 +550.430 70.000 14.5679 133.9323 0.0243 0.0958 0.2756 +552.024 70.000 14.5219 133.7379 0.0252 0.0998 0.2756 +553.618 70.000 14.5230 133.8869 0.0248 0.0979 0.2756 +555.211 70.000 14.4299 133.8849 0.0235 0.0936 0.2756 +556.805 70.000 14.4137 133.9449 0.0223 0.0890 0.2756 +558.399 70.000 14.3662 134.0697 0.0250 0.0996 0.2756 +559.992 70.000 14.2299 133.8179 0.0230 0.0931 0.2756 +561.586 70.000 14.2677 134.0628 0.0230 0.0924 0.2756 +563.180 70.000 14.2669 134.0958 0.0246 0.0988 0.2756 +564.773 70.000 14.1184 134.0005 0.0237 0.0966 0.2756 +566.367 70.000 14.1447 134.1829 0.0249 0.1009 0.2756 +567.960 70.000 14.0866 134.0225 0.0238 0.0969 0.2756 +569.554 70.000 14.0665 133.8324 0.0245 0.1001 0.2756 +571.147 70.000 13.9666 134.0317 0.0244 0.1005 0.2756 +572.741 70.000 13.9658 134.2036 0.0246 0.1008 0.2756 +574.334 70.000 13.9288 134.4295 0.0238 0.0975 0.2756 +575.928 70.000 13.9246 134.3095 0.0242 0.0996 0.2756 +577.521 70.000 13.8529 134.4597 0.0235 0.0969 0.2756 +579.114 70.000 13.8522 134.6167 0.0235 0.0968 0.2756 +580.708 70.000 13.7766 134.6525 0.0257 0.1064 0.2756 +582.301 70.000 13.7645 134.6826 0.0222 0.0920 0.2756 +583.894 70.000 13.6468 134.6211 0.0223 0.0931 0.2756 +585.487 70.000 13.6974 135.0186 0.0242 0.1003 0.2756 +587.081 70.000 13.6080 134.8657 0.0239 0.1001 0.2756 +588.674 70.000 13.6038 134.9698 0.0231 0.0964 0.2756 +590.267 70.000 13.5376 135.0237 0.0225 0.0944 0.2756 +591.860 70.000 13.5050 134.9584 0.0218 0.0919 0.2756 +593.453 70.000 13.5257 135.0901 0.0254 0.1066 0.2756 +595.046 70.000 13.4762 135.1268 0.0241 0.1012 0.2756 +596.639 70.000 13.3783 134.9321 0.0226 0.0962 0.2756 +598.232 70.000 13.4083 135.0688 0.0236 0.0998 0.2756 +599.824 70.000 13.3572 135.1245 0.0225 0.0955 0.2756 +601.417 70.000 13.3293 135.3037 0.0239 0.1015 0.2756 +603.010 70.000 13.2460 135.3061 0.0232 0.0990 0.2756 +604.603 70.000 13.2931 135.2057 0.0225 0.0962 0.2756 +606.195 70.000 13.2189 135.4111 0.0229 0.0981 0.2756 +607.788 70.000 13.1622 135.3503 0.0229 0.0986 0.2756 +609.381 70.000 13.1606 135.3964 0.0227 0.0978 0.2756 +610.973 70.000 13.1504 135.4618 0.0224 0.0962 0.2756 +612.566 70.000 13.1033 135.5028 0.0216 0.0931 0.2756 +614.158 70.000 13.0947 135.5159 0.0220 0.0950 0.2756 +615.751 70.000 13.0307 135.5134 0.0231 0.1005 0.2756 +617.343 70.000 12.9554 135.7381 0.0216 0.0942 0.2756 +618.935 70.000 12.9294 135.5164 0.0238 0.1041 0.2756 +620.528 70.000 12.9244 135.7754 0.0224 0.0978 0.2756 +622.120 70.000 12.8725 135.7236 0.0225 0.0987 0.2756 +623.712 70.000 12.8992 135.9038 0.0227 0.0994 0.2756 +625.304 70.000 12.8460 135.9044 0.0213 0.0939 0.2756 +626.896 70.000 12.7906 136.0484 0.0225 0.0994 0.2756 +628.488 70.000 12.7896 136.0698 0.0219 0.0968 0.2756 +630.080 70.000 12.7388 136.1990 0.0210 0.0930 0.2756 +631.672 70.000 12.7625 136.1585 0.0233 0.1031 0.2756 +633.264 70.000 12.6693 136.2996 0.0214 0.0950 0.2756 +634.856 70.000 12.6779 136.3069 0.0221 0.0983 0.2756 +636.448 70.000 12.6033 136.2444 0.0231 0.1031 0.2756 +638.039 70.000 12.5822 136.1815 0.0210 0.0941 0.2756 +639.631 70.000 12.6089 136.4807 0.0228 0.1018 0.2756 +641.223 70.000 12.5295 136.4051 0.0221 0.0995 0.2756 +642.814 70.000 12.5022 136.3664 0.0216 0.0973 0.2756 +644.406 70.000 12.4967 136.4849 0.0224 0.1010 0.2756 +645.997 70.000 12.4938 136.7004 0.0230 0.1033 0.2756 +647.589 70.000 12.4056 136.6297 0.0226 0.1026 0.2756 +649.180 70.000 12.3831 136.7343 0.0212 0.0963 0.2756 +650.771 70.000 12.3672 136.9632 0.0203 0.0920 0.2756 +652.362 70.000 12.3474 136.7136 0.0216 0.0983 0.2756 +653.953 70.000 12.3208 136.7162 0.0216 0.0985 0.2756 +655.545 70.000 12.3074 136.8301 0.0210 0.0957 0.2756 +657.136 70.000 12.2748 136.7941 0.0227 0.1040 0.2756 +658.727 70.000 12.2556 136.8349 0.0219 0.1006 0.2756 +660.317 70.000 12.2164 136.8879 0.0220 0.1012 0.2756 +661.908 70.000 12.1604 136.9547 0.0216 0.0997 0.2756 +663.499 70.000 12.1678 137.0145 0.0217 0.1002 0.2756 +665.090 70.000 12.0967 136.8933 0.0212 0.0989 0.2756 +666.680 70.000 12.1716 137.1796 0.0229 0.1060 0.2756 +668.271 70.000 12.0741 137.0903 0.0213 0.0991 0.2756 +669.861 70.000 12.0808 137.2220 0.0218 0.1018 0.2756 +671.452 70.000 12.0695 137.3500 0.0223 0.1038 0.2756 +673.042 70.000 11.9723 137.1933 0.0209 0.0986 0.2756 +674.633 70.000 12.0357 137.5694 0.0212 0.0990 0.2756 +676.223 70.000 11.9794 137.5010 0.0197 0.0925 0.2756 +677.813 70.000 11.9203 137.4376 0.0208 0.0982 0.2756 +679.403 70.000 11.9662 137.5369 0.0205 0.0968 0.2756 +680.993 70.000 11.9389 137.5965 0.0203 0.0959 0.2756 +682.583 70.000 11.8774 137.5201 0.0193 0.0919 0.2756 +684.173 70.000 11.8833 137.8545 0.0192 0.0908 0.2756 +685.763 70.000 11.8298 137.7010 0.0187 0.0891 0.2756 +687.353 70.000 11.7998 137.6322 0.0208 0.0996 0.2756 +688.942 70.000 11.7928 137.7976 0.0193 0.0923 0.2756 +690.532 70.000 11.7788 137.7292 0.0195 0.0934 0.2756 +692.121 70.000 11.7369 137.8253 0.0209 0.1004 0.2756 +693.711 70.000 11.7413 138.0259 0.0206 0.0990 0.2756 +695.300 70.000 11.7147 138.1666 0.0200 0.0960 0.2756 +696.890 70.000 11.6691 138.1283 0.0181 0.0874 0.2756 +698.479 70.000 11.6238 138.0610 0.0205 0.0993 0.2756 +700.068 70.000 11.6548 138.2763 0.0184 0.0887 0.2756 +701.657 70.000 11.6316 138.1655 0.0193 0.0933 0.2756 +703.246 70.000 11.6072 138.2465 0.0203 0.0983 0.2756 +704.835 70.000 11.5777 138.3238 0.0197 0.0959 0.2756 +706.424 70.000 11.5540 138.2391 0.0209 0.1019 0.2756 +708.013 70.000 11.5660 138.4213 0.0207 0.1008 0.2756 +709.601 70.000 11.5050 138.3984 0.0206 0.1008 0.2756 +711.190 70.000 11.4802 138.5641 0.0207 0.1016 0.2756 +712.778 70.000 11.4696 138.6067 0.0190 0.0931 0.2756 +714.367 70.000 11.4520 138.6455 0.0188 0.0923 0.2756 +715.955 70.000 11.4358 138.4172 0.0182 0.0900 0.2756 +717.543 70.000 11.4273 138.5510 0.0180 0.0887 0.2756 +719.132 70.000 11.4084 138.5579 0.0189 0.0934 0.2756 +720.720 70.000 11.3656 138.8103 0.0181 0.0898 0.2756 +722.308 70.000 11.3597 138.6194 0.0189 0.0940 0.2756 +723.896 70.000 11.3682 138.8159 0.0194 0.0965 0.2756 +725.483 70.000 11.3685 138.9914 0.0180 0.0892 0.2756 +727.071 70.000 11.3176 138.9761 0.0193 0.0966 0.2756 +728.659 70.000 11.3076 139.0199 0.0184 0.0918 0.2756 +730.246 70.000 11.2650 138.8614 0.0199 0.1003 0.2756 +731.834 70.000 11.2497 139.0222 0.0179 0.0900 0.2756 +733.421 70.000 11.2146 139.0272 0.0186 0.0942 0.2756 +735.009 70.000 11.2131 139.0777 0.0190 0.0964 0.2756 +736.596 70.000 11.1989 139.1216 0.0174 0.0883 0.2756 +738.183 70.000 11.1840 139.3874 0.0183 0.0927 0.2756 +739.770 70.000 11.1380 139.2775 0.0186 0.0950 0.2756 +741.357 70.000 11.1234 139.3157 0.0182 0.0929 0.2756 +742.944 70.000 11.1071 139.4118 0.0171 0.0876 0.2756 +744.531 70.000 11.1159 139.5836 0.0190 0.0973 0.2756 +746.117 70.000 11.1096 139.4713 0.0178 0.0911 0.2756 +747.704 70.000 11.0497 139.5267 0.0184 0.0946 0.2756 +749.290 70.000 11.0556 139.6814 0.0158 0.0813 0.2756 +750.877 70.000 10.9979 139.7366 0.0183 0.0945 0.2756 +752.463 70.000 11.0108 139.7681 0.0185 0.0957 0.2756 +754.049 70.000 10.9807 139.8489 0.0176 0.0914 0.2756 +755.635 70.000 10.9771 139.8288 0.0173 0.0898 0.2756 +757.221 70.000 10.9601 139.8353 0.0183 0.0949 0.2756 +758.807 70.000 10.9399 139.7201 0.0179 0.0933 0.2756 +760.393 70.000 10.9276 139.9879 0.0179 0.0936 0.2756 +761.979 70.000 10.9531 139.9045 0.0179 0.0935 0.2756 +763.564 70.000 10.8976 140.0379 0.0172 0.0901 0.2756 +765.150 70.000 10.8608 140.1069 0.0169 0.0888 0.2756 +766.735 70.000 10.8659 140.1579 0.0191 0.1002 0.2756 +768.320 70.000 10.8293 140.0463 0.0170 0.0896 0.2756 +769.906 70.000 10.8245 140.3674 0.0181 0.0952 0.2756 +771.491 70.000 10.7749 140.3276 0.0168 0.0889 0.2756 +773.076 70.000 10.8143 140.2048 0.0172 0.0908 0.2756 +774.661 70.000 10.7696 140.4424 0.0183 0.0970 0.2756 +776.245 70.000 10.7915 140.3261 0.0177 0.0938 0.2756 +777.830 70.000 10.7814 140.4409 0.0175 0.0925 0.2756 +779.415 70.000 10.7095 140.4320 0.0190 0.1012 0.2756 +780.999 70.000 10.6990 140.3523 0.0189 0.1009 0.2756 +782.583 70.000 10.7002 140.6452 0.0174 0.0925 0.2756 +784.168 70.000 10.6635 140.6671 0.0186 0.0996 0.2756 +785.752 70.000 10.6622 140.7747 0.0166 0.0887 0.2756 +787.336 70.000 10.6470 140.6636 0.0178 0.0953 0.2756 +788.920 70.000 10.6454 140.7116 0.0174 0.0935 0.2756 +790.504 70.000 10.6237 140.6338 0.0176 0.0949 0.2756 +792.087 70.000 10.6579 140.8707 0.0166 0.0891 0.2756 +793.671 70.000 10.6048 140.7749 0.0172 0.0928 0.2756 +795.254 70.000 10.6049 140.8641 0.0169 0.0910 0.2756 +796.838 70.000 10.5610 140.8993 0.0174 0.0943 0.2756 +798.421 70.000 10.5279 140.9445 0.0173 0.0943 0.2756 +800.004 70.000 10.5289 141.1733 0.0171 0.0932 0.2756 +801.587 70.000 10.5411 141.2180 0.0166 0.0901 0.2756 +803.170 70.000 10.4883 141.1021 0.0173 0.0946 0.2756 +804.753 70.000 10.4970 141.0742 0.0171 0.0934 0.2756 +806.335 70.000 10.4877 141.0140 0.0166 0.0911 0.2756 +807.918 70.000 10.4866 141.0853 0.0174 0.0957 0.2756 +809.500 70.000 10.4512 141.2619 0.0179 0.0989 0.2756 +811.083 70.000 10.4569 141.2701 0.0169 0.0929 0.2756 +812.665 70.000 10.4412 141.2165 0.0159 0.0879 0.2756 +814.247 70.000 10.3812 141.3112 0.0172 0.0953 0.2756 +815.829 70.000 10.3941 141.6152 0.0163 0.0901 0.2756 +817.411 70.000 10.3649 141.4695 0.0174 0.0970 0.2756 +818.993 70.000 10.3682 141.4576 0.0176 0.0977 0.2756 +820.574 70.000 10.3837 141.7800 0.0175 0.0973 0.2756 +822.156 70.000 10.3334 141.4772 0.0179 0.1000 0.2756 +823.737 70.000 10.3446 141.5458 0.0160 0.0892 0.2756 +825.318 70.000 10.2656 141.7749 0.0182 0.1023 0.2756 +826.899 70.000 10.3255 141.8038 0.0188 0.1052 0.2756 +828.480 70.000 10.2998 141.7919 0.0167 0.0940 0.2756 +830.061 70.000 10.2736 141.8192 0.0167 0.0940 0.2756 +831.642 70.000 10.2665 141.7462 0.0175 0.0987 0.2756 +833.223 70.000 10.2305 141.9978 0.0174 0.0980 0.2756 +834.803 70.000 10.2189 141.9738 0.0182 0.1029 0.2756 +836.383 70.000 10.2197 142.0670 0.0166 0.0937 0.2756 +837.964 70.000 10.1981 142.0418 0.0171 0.0969 0.2756 +839.544 70.000 10.2095 142.0704 0.0183 0.1036 0.2756 +841.124 70.000 10.1823 142.1030 0.0178 0.1007 0.2756 +842.704 70.000 10.1862 142.1665 0.0176 0.0994 0.2756 +844.283 70.000 10.2020 142.0960 0.0174 0.0986 0.2756 +845.863 70.000 10.1332 142.2433 0.0180 0.1022 0.2756 +847.442 70.000 10.1502 142.3853 0.0182 0.1032 0.2756 +849.022 70.000 10.1015 142.4069 0.0179 0.1022 0.2756 +850.601 70.000 10.1104 142.2907 0.0180 0.1025 0.2756 +852.180 70.000 10.1013 142.4760 0.0180 0.1024 0.2756 +853.759 70.000 10.1026 142.4180 0.0180 0.1022 0.2756 +855.338 70.000 10.0619 142.5702 0.0169 0.0964 0.2756 +856.916 70.000 10.0482 142.5410 0.0174 0.0993 0.2756 +858.495 70.000 10.0990 142.6700 0.0177 0.1011 0.2756 +860.073 70.000 10.0748 142.5264 0.0174 0.0995 0.2756 +861.651 70.000 10.0692 142.4928 0.0169 0.0966 0.2756 +863.229 70.000 10.0428 142.6744 0.0179 0.1028 0.2756 +864.808 70.000 10.0311 142.7749 0.0170 0.0975 0.2756 +866.385 70.000 9.9994 142.5013 0.0181 0.1043 0.2756 +867.963 70.000 9.9933 142.7728 0.0191 0.1101 0.2756 +869.541 70.000 9.9677 142.7770 0.0184 0.1063 0.2756 +871.118 70.000 9.9674 142.7788 0.0184 0.1062 0.2756 +872.695 70.000 9.9593 142.9654 0.0173 0.0997 0.2756 +874.272 70.000 9.9493 142.9791 0.0160 0.0922 0.2756 +875.849 70.000 9.9054 143.1522 0.0180 0.1045 0.2756 +877.426 70.000 9.9228 143.0864 0.0181 0.1048 0.2756 +879.003 70.000 9.9079 142.9406 0.0177 0.1027 0.2756 +880.580 70.000 9.8785 143.0186 0.0181 0.1056 0.2756 +882.156 70.000 9.9103 143.1388 0.0178 0.1031 0.2756 +883.732 70.000 9.8803 143.2554 0.0183 0.1067 0.2756 +885.308 70.000 9.9082 143.1479 0.0190 0.1103 0.2756 +886.884 70.000 9.8203 143.1118 0.0176 0.1029 0.2756 +888.460 70.000 9.8665 143.3132 0.0176 0.1027 0.2756 +890.036 70.000 9.8522 143.5266 0.0169 0.0986 0.2756 +891.611 70.000 9.8246 143.4779 0.0182 0.1066 0.2756 +893.187 70.000 9.7861 143.1864 0.0182 0.1068 0.2756 +894.762 70.000 9.7985 143.3008 0.0202 0.1182 0.2756 +896.337 70.000 9.8199 143.4905 0.0190 0.1113 0.2756 +897.912 70.000 9.7938 143.7142 0.0178 0.1047 0.2756 +899.487 70.000 9.8141 143.3125 0.0187 0.1098 0.2756 +901.062 70.000 9.7761 143.6430 0.0181 0.1067 0.2756 +902.636 70.000 9.7666 143.6774 0.0178 0.1048 0.2756 +904.210 70.000 9.7639 143.6802 0.0176 0.1039 0.2756 +905.785 70.000 9.7431 143.5925 0.0185 0.1095 0.2756 +907.359 70.000 9.7235 143.9736 0.0191 0.1133 0.2756 +908.933 70.000 9.7074 143.9066 0.0177 0.1051 0.2756 +910.506 70.000 9.7155 143.8143 0.0186 0.1098 0.2756 +912.080 70.000 9.6952 143.7906 0.0185 0.1100 0.2756 +913.653 70.000 9.7171 143.8911 0.0192 0.1136 0.2756 +915.227 70.000 9.6724 144.0006 0.0189 0.1120 0.2756 +916.800 70.000 9.6561 144.0652 0.0185 0.1098 0.2756 +918.373 70.000 9.6507 144.0306 0.0189 0.1126 0.2756 +919.946 70.000 9.6534 144.1006 0.0195 0.1160 0.2756 +921.518 70.000 9.6584 144.2215 0.0185 0.1100 0.2756 +923.091 70.000 9.6387 144.3962 0.0205 0.1219 0.2756 +924.663 70.000 9.6185 144.2225 0.0198 0.1183 0.2756 +926.235 70.000 9.5911 144.0575 0.0193 0.1152 0.2756 +927.807 70.000 9.6056 144.2078 0.0179 0.1071 0.2756 +929.379 70.000 9.5552 144.3217 0.0201 0.1206 0.2756 +930.951 70.000 9.5575 144.6200 0.0206 0.1234 0.2756 +932.522 70.000 9.5920 144.2416 0.0194 0.1156 0.2756 +934.093 70.000 9.6269 144.5098 0.0194 0.1150 0.2756 +935.665 70.000 9.5463 144.6332 0.0204 0.1221 0.2756 +937.236 70.000 9.5655 144.6859 0.0224 0.1335 0.2756 +938.806 70.000 9.5308 144.6701 0.0237 0.1413 0.2756 +940.377 70.000 9.4809 144.7957 0.0235 0.1408 0.2756 +941.948 70.000 9.4985 144.8121 0.0241 0.1439 0.2756 +943.518 70.000 9.4695 144.5935 0.0262 0.1575 0.2756 +945.088 70.000 9.5011 144.6196 0.0267 0.1594 0.2756 +946.658 70.000 9.5332 144.8980 0.0265 0.1580 0.2756 +948.228 70.000 9.4310 144.7365 0.0247 0.1487 0.2756 +949.798 70.000 9.4641 144.9746 0.0249 0.1494 0.2756 +951.367 70.000 9.4452 145.0772 0.0246 0.1477 0.2756 +952.937 70.000 9.4385 144.8663 0.0253 0.1517 0.2756 +954.506 70.000 9.4263 144.7148 0.0254 0.1522 0.2756 +956.075 70.000 9.4454 144.9406 0.0235 0.1404 0.2756 +957.644 70.000 9.4043 145.0969 0.0233 0.1395 0.2756 +959.212 70.000 9.4341 145.0386 0.0219 0.1307 0.2756 +960.781 70.000 9.3919 145.0686 0.0235 0.1405 0.2756 +962.349 70.000 9.4037 145.3335 0.0234 0.1400 0.2756 +963.917 70.000 9.3993 145.0488 0.0236 0.1413 0.2756 +965.485 70.000 9.3955 145.1700 0.0215 0.1283 0.2756 +967.053 70.000 9.3823 145.2054 0.0226 0.1350 0.2756 +968.621 70.000 9.3125 145.2922 0.0235 0.1416 0.2756 +970.188 70.000 9.3604 145.2648 0.0232 0.1390 0.2756 +971.755 70.000 9.4006 145.2966 0.0213 0.1271 0.2756 +973.322 70.000 9.3464 145.2105 0.0218 0.1304 0.2756 +974.889 70.000 9.3238 145.2594 0.0230 0.1380 0.2756 +976.456 70.000 9.3120 145.5001 0.0232 0.1395 0.2756 +978.023 70.000 9.3274 145.2824 0.0237 0.1420 0.2756 +979.589 70.000 9.2818 145.4192 0.0223 0.1339 0.2756 +981.155 70.000 9.3254 145.5688 0.0221 0.1319 0.2756 +982.721 70.000 9.3020 145.1768 0.0237 0.1420 0.2756 +984.287 70.000 9.3062 145.7127 0.0250 0.1492 0.2756 +985.853 70.000 9.3079 145.7169 0.0237 0.1417 0.2756 +987.418 70.000 9.2519 145.8089 0.0224 0.1346 0.2756 +988.983 70.000 9.2573 145.7159 0.0230 0.1382 0.2756 +990.548 70.000 9.3131 145.9561 0.0240 0.1430 0.2756 +992.113 70.000 9.2496 145.7476 0.0264 0.1586 0.2756 +993.678 70.000 9.2499 145.9057 0.0268 0.1610 0.2756 +995.242 70.000 9.3074 145.8401 0.0230 0.1370 0.2756 +996.807 70.000 9.2711 146.0425 0.0242 0.1447 0.2756 +998.371 70.000 9.2560 145.5881 0.0275 0.1650 0.2756 +999.935 70.000 9.3100 146.0579 0.0330 0.1966 0.2756 \ No newline at end of file diff --git a/refellips/tests/Woolam_staticTest.dat b/refellips/tests/Woolam_staticTest.dat new file mode 100755 index 0000000..05b18f6 --- /dev/null +++ b/refellips/tests/Woolam_staticTest.dat @@ -0,0 +1,1197 @@ + +VASEmethod[EllipsometerType=4, CompleteEASE=3.65, AcqTime=30.013] +nm +370.324 70.000 21.4553 145.7525 0.0140 0.0318 +dPolE 370.324 0.000 -5.2834 1.0000 +uR 370.324 0.000 0.6504 1.0000 +371.917 70.000 21.0311 147.7014 0.0130 0.0295 +dPolE 371.917 0.000 -5.3120 1.0000 +uR 371.917 0.000 0.7099 1.0000 +373.510 70.000 20.5175 149.3346 0.0123 0.0280 +dPolE 373.510 0.000 -5.1600 1.0000 +uR 373.510 0.000 0.7661 1.0000 +375.103 70.000 19.9746 150.8460 0.0114 0.0262 +dPolE 375.103 0.000 -3.8217 1.0000 +uR 375.103 0.000 0.8214 1.0000 +376.695 70.000 19.4252 152.1767 0.0106 0.0248 +dPolE 376.695 0.000 -3.1067 1.0000 +uR 376.695 0.000 0.8713 1.0000 +378.288 70.000 18.8495 153.2684 0.0100 0.0241 +dPolE 378.288 0.000 -2.7743 1.0000 +uR 378.288 0.000 0.9201 1.0000 +379.881 70.000 18.3048 154.2435 0.0094 0.0233 +dPolE 379.881 0.000 -2.6652 1.0000 +uR 379.881 0.000 0.9682 1.0000 +381.474 70.000 17.7435 155.0637 0.0088 0.0227 +dPolE 381.474 0.000 -2.5763 1.0000 +uR 381.474 0.000 1.0167 1.0000 +383.067 70.000 17.1838 155.8038 0.0083 0.0223 +dPolE 383.067 0.000 -3.2091 1.0000 +uR 383.067 0.000 1.0672 1.0000 +384.660 70.000 16.6600 156.4774 0.0079 0.0219 +dPolE 384.660 0.000 -3.7528 1.0000 +uR 384.660 0.000 1.1194 1.0000 +386.253 70.000 16.1727 157.0208 0.0076 0.0217 +dPolE 386.253 0.000 -4.2217 1.0000 +uR 386.253 0.000 1.1767 1.0000 +387.846 70.000 15.7255 157.4443 0.0074 0.0214 +dPolE 387.846 0.000 -4.4203 1.0000 +uR 387.846 0.000 1.2302 1.0000 +389.439 70.000 15.2886 157.7849 0.0071 0.0211 +dPolE 389.439 0.000 -4.4020 1.0000 +uR 389.439 0.000 1.2836 1.0000 +391.032 70.000 14.9094 157.9239 0.0068 0.0209 +dPolE 391.032 0.000 -3.3424 1.0000 +uR 391.032 0.000 1.3327 1.0000 +392.625 70.000 14.5285 158.0790 0.0066 0.0208 +dPolE 392.625 0.000 -2.6288 1.0000 +uR 392.625 0.000 1.3829 1.0000 +394.219 70.000 14.1660 158.1561 0.0063 0.0206 +dPolE 394.219 0.000 -1.5379 1.0000 +uR 394.219 0.000 1.4313 1.0000 +395.812 70.000 13.8321 158.1723 0.0060 0.0204 +dPolE 395.812 0.000 -1.2368 1.0000 +uR 395.812 0.000 1.4854 1.0000 +397.405 70.000 13.5100 158.2630 0.0058 0.0202 +dPolE 397.405 0.000 -0.9861 1.0000 +uR 397.405 0.000 1.5394 1.0000 +398.999 70.000 13.2090 158.4036 0.0056 0.0203 +dPolE 398.999 0.000 -1.3787 1.0000 +uR 398.999 0.000 1.5916 1.0000 +400.592 70.000 12.9197 158.5419 0.0055 0.0204 +dPolE 400.592 0.000 -1.9504 1.0000 +uR 400.592 0.000 1.6396 1.0000 +402.185 70.000 12.6166 158.6219 0.0054 0.0205 +dPolE 402.185 0.000 -2.4318 1.0000 +uR 402.185 0.000 1.6884 1.0000 +403.779 70.000 12.3502 158.7632 0.0052 0.0204 +dPolE 403.779 0.000 -3.1228 1.0000 +uR 403.779 0.000 1.7451 1.0000 +405.372 70.000 12.0761 158.8179 0.0052 0.0204 +dPolE 405.372 0.000 -2.8601 1.0000 +uR 405.372 0.000 1.8038 1.0000 +406.966 70.000 11.8330 158.8221 0.0050 0.0202 +dPolE 406.966 0.000 -3.0642 1.0000 +uR 406.966 0.000 1.8668 1.0000 +408.559 70.000 11.5936 158.7903 0.0049 0.0200 +dPolE 408.559 0.000 -2.6965 1.0000 +uR 408.559 0.000 1.9270 1.0000 +410.153 70.000 11.4003 158.7022 0.0048 0.0201 +dPolE 410.153 0.000 -2.0090 1.0000 +uR 410.153 0.000 1.9789 1.0000 +411.746 70.000 11.1458 158.6623 0.0046 0.0198 +dPolE 411.746 0.000 -1.3578 1.0000 +uR 411.746 0.000 2.0359 1.0000 +413.340 70.000 10.9571 158.5451 0.0046 0.0200 +dPolE 413.340 0.000 -0.4583 1.0000 +uR 413.340 0.000 2.0911 1.0000 +414.933 70.000 10.7709 158.5273 0.0045 0.0199 +dPolE 414.933 0.000 -0.2164 1.0000 +uR 414.933 0.000 2.1513 1.0000 +416.527 70.000 10.5490 158.4385 0.0044 0.0203 +dPolE 416.527 0.000 -0.2286 1.0000 +uR 416.527 0.000 2.2127 1.0000 +418.121 70.000 10.3610 158.4501 0.0043 0.0202 +dPolE 418.121 0.000 -0.5210 1.0000 +uR 418.121 0.000 2.2739 1.0000 +419.714 70.000 10.1715 158.4803 0.0043 0.0204 +dPolE 419.714 0.000 -0.9500 1.0000 +uR 419.714 0.000 2.3370 1.0000 +421.308 70.000 9.9890 158.4704 0.0042 0.0203 +dPolE 421.308 0.000 -1.3878 1.0000 +uR 421.308 0.000 2.4008 1.0000 +422.902 70.000 9.8031 158.4170 0.0041 0.0201 +dPolE 422.902 0.000 -2.3123 1.0000 +uR 422.902 0.000 2.4670 1.0000 +424.496 70.000 9.6290 158.4459 0.0041 0.0203 +dPolE 424.496 0.000 -2.4979 1.0000 +uR 424.496 0.000 2.5281 1.0000 +426.090 70.000 9.4621 158.3829 0.0041 0.0204 +dPolE 426.090 0.000 -2.5776 1.0000 +uR 426.090 0.000 2.5886 1.0000 +427.683 70.000 9.2856 158.3329 0.0040 0.0204 +dPolE 427.683 0.000 -2.1456 1.0000 +uR 427.683 0.000 2.6433 1.0000 +429.277 70.000 9.1445 158.2085 0.0040 0.0204 +dPolE 429.277 0.000 -2.1536 1.0000 +uR 429.277 0.000 2.6966 1.0000 +430.871 70.000 8.9762 158.0423 0.0039 0.0205 +dPolE 430.871 0.000 -1.7057 1.0000 +uR 430.871 0.000 2.7473 1.0000 +432.465 70.000 8.8323 157.9377 0.0039 0.0206 +dPolE 432.465 0.000 -1.3495 1.0000 +uR 432.465 0.000 2.8037 1.0000 +434.059 70.000 8.6922 157.8022 0.0038 0.0204 +dPolE 434.059 0.000 -0.8127 1.0000 +uR 434.059 0.000 2.8574 1.0000 +435.653 70.000 8.5433 157.7088 0.0038 0.0208 +dPolE 435.653 0.000 -0.5726 1.0000 +uR 435.653 0.000 2.9179 1.0000 +437.247 70.000 8.4185 157.6241 0.0037 0.0207 +dPolE 437.247 0.000 -0.5629 1.0000 +uR 437.247 0.000 2.9736 1.0000 +438.841 70.000 8.2702 157.5151 0.0037 0.0208 +dPolE 438.841 0.000 -0.6606 1.0000 +uR 438.841 0.000 3.0250 1.0000 +440.435 70.000 8.1483 157.4977 0.0036 0.0208 +dPolE 440.435 0.000 -0.9879 1.0000 +uR 440.435 0.000 3.0773 1.0000 +442.029 70.000 8.0041 157.3841 0.0037 0.0214 +dPolE 442.029 0.000 -1.3144 1.0000 +uR 442.029 0.000 3.1331 1.0000 +443.623 70.000 7.8859 157.3459 0.0036 0.0213 +dPolE 443.623 0.000 -1.6350 1.0000 +uR 443.623 0.000 3.1872 1.0000 +445.217 70.000 7.7553 157.2328 0.0037 0.0217 +dPolE 445.217 0.000 -2.0289 1.0000 +uR 445.217 0.000 3.2370 1.0000 +446.811 70.000 7.6330 157.1326 0.0036 0.0215 +dPolE 446.811 0.000 -2.1611 1.0000 +uR 446.811 0.000 3.2791 1.0000 +448.405 70.000 7.5104 157.0655 0.0036 0.0220 +dPolE 448.405 0.000 -2.3604 1.0000 +uR 448.405 0.000 3.3228 1.0000 +449.999 70.000 7.3889 156.8857 0.0036 0.0222 +dPolE 449.999 0.000 -2.4591 1.0000 +uR 449.999 0.000 3.3742 1.0000 +451.593 70.000 7.2798 156.7655 0.0036 0.0222 +dPolE 451.593 0.000 -2.2321 1.0000 +uR 451.593 0.000 3.4351 1.0000 +453.187 70.000 7.1783 156.6372 0.0035 0.0221 +dPolE 453.187 0.000 -1.9695 1.0000 +uR 453.187 0.000 3.4894 1.0000 +454.781 70.000 7.0579 156.5082 0.0036 0.0226 +dPolE 454.781 0.000 -1.7362 1.0000 +uR 454.781 0.000 3.5238 1.0000 +456.375 70.000 6.9583 156.3310 0.0036 0.0229 +dPolE 456.375 0.000 -1.3478 1.0000 +uR 456.375 0.000 3.5527 1.0000 +457.969 70.000 6.8622 156.2791 0.0036 0.0233 +dPolE 457.969 0.000 -1.1580 1.0000 +uR 457.969 0.000 3.5911 1.0000 +459.564 70.000 6.7550 156.0280 0.0036 0.0234 +dPolE 459.564 0.000 -1.0444 1.0000 +uR 459.564 0.000 3.6397 1.0000 +461.158 70.000 6.6650 155.9535 0.0035 0.0235 +dPolE 461.158 0.000 -0.9812 1.0000 +uR 461.158 0.000 3.6915 1.0000 +462.752 70.000 6.5528 155.7867 0.0035 0.0239 +dPolE 462.752 0.000 -0.9277 1.0000 +uR 462.752 0.000 3.7397 1.0000 +464.346 70.000 6.4735 155.7064 0.0035 0.0240 +dPolE 464.346 0.000 -1.1310 1.0000 +uR 464.346 0.000 3.7845 1.0000 +465.940 70.000 6.3727 155.6006 0.0035 0.0244 +dPolE 465.940 0.000 -1.2105 1.0000 +uR 465.940 0.000 3.8124 1.0000 +467.535 70.000 6.2812 155.4109 0.0036 0.0249 +dPolE 467.535 0.000 -1.2156 1.0000 +uR 467.535 0.000 3.8258 1.0000 +469.129 70.000 6.1895 155.2388 0.0035 0.0250 +dPolE 469.129 0.000 -1.4178 1.0000 +uR 469.129 0.000 3.8537 1.0000 +470.723 70.000 6.0837 155.1281 0.0035 0.0256 +dPolE 470.723 0.000 -1.6962 1.0000 +uR 470.723 0.000 3.8932 1.0000 +472.317 70.000 6.0047 154.9720 0.0035 0.0257 +dPolE 472.317 0.000 -1.7998 1.0000 +uR 472.317 0.000 3.9368 1.0000 +473.911 70.000 5.9107 154.7196 0.0035 0.0261 +dPolE 473.911 0.000 -1.6730 1.0000 +uR 473.911 0.000 3.9794 1.0000 +475.506 70.000 5.8242 154.5916 0.0035 0.0261 +dPolE 475.506 0.000 -1.6265 1.0000 +uR 475.506 0.000 4.0130 1.0000 +477.100 70.000 5.7381 154.4466 0.0035 0.0269 +dPolE 477.100 0.000 -1.6609 1.0000 +uR 477.100 0.000 4.0561 1.0000 +478.694 70.000 5.6626 154.2772 0.0035 0.0272 +dPolE 478.694 0.000 -1.5087 1.0000 +uR 478.694 0.000 4.0976 1.0000 +480.288 70.000 5.5938 154.1515 0.0035 0.0270 +dPolE 480.288 0.000 -1.3088 1.0000 +uR 480.288 0.000 4.1302 1.0000 +481.883 70.000 5.5167 153.9286 0.0035 0.0277 +dPolE 481.883 0.000 -1.2808 1.0000 +uR 481.883 0.000 4.1615 1.0000 +483.477 70.000 5.4313 153.7562 0.0035 0.0280 +dPolE 483.477 0.000 -1.0660 1.0000 +uR 483.477 0.000 4.1903 1.0000 +485.071 70.000 5.3627 153.5881 0.0035 0.0286 +dPolE 485.071 0.000 -0.7193 1.0000 +uR 485.071 0.000 4.2121 1.0000 +486.665 70.000 5.2860 153.4013 0.0036 0.0293 +dPolE 486.665 0.000 -0.6751 1.0000 +uR 486.665 0.000 4.2331 1.0000 +488.260 70.000 5.2083 153.2251 0.0035 0.0295 +dPolE 488.260 0.000 -0.7877 1.0000 +uR 488.260 0.000 4.2655 1.0000 +489.854 70.000 5.1406 153.0174 0.0035 0.0299 +dPolE 489.854 0.000 -0.5644 1.0000 +uR 489.854 0.000 4.2952 1.0000 +491.448 70.000 5.0694 152.8678 0.0035 0.0302 +dPolE 491.448 0.000 -0.3389 1.0000 +uR 491.448 0.000 4.3057 1.0000 +493.042 70.000 4.9955 152.5695 0.0036 0.0311 +dPolE 493.042 0.000 -0.4672 1.0000 +uR 493.042 0.000 4.3063 1.0000 +494.637 70.000 4.9358 152.4668 0.0036 0.0314 +dPolE 494.637 0.000 -0.5379 1.0000 +uR 494.637 0.000 4.3227 1.0000 +496.231 70.000 4.8648 152.2499 0.0036 0.0323 +dPolE 496.231 0.000 -0.2584 1.0000 +uR 496.231 0.000 4.3471 1.0000 +497.825 70.000 4.7986 152.0333 0.0036 0.0325 +dPolE 497.825 0.000 -0.2010 1.0000 +uR 497.825 0.000 4.3780 1.0000 +499.419 70.000 4.7297 151.8178 0.0036 0.0331 +dPolE 499.419 0.000 -0.3082 1.0000 +uR 499.419 0.000 4.3979 1.0000 +501.014 70.000 4.6692 151.6409 0.0036 0.0337 +dPolE 501.014 0.000 -0.3586 1.0000 +uR 501.014 0.000 4.4204 1.0000 +502.608 70.000 4.5964 151.3899 0.0036 0.0340 +dPolE 502.608 0.000 -0.3971 1.0000 +uR 502.608 0.000 4.4380 1.0000 +504.202 70.000 4.5403 151.1984 0.0036 0.0350 +dPolE 504.202 0.000 -0.2445 1.0000 +uR 504.202 0.000 4.4508 1.0000 +505.796 70.000 4.4764 150.9680 0.0036 0.0356 +dPolE 505.796 0.000 -0.2586 1.0000 +uR 505.796 0.000 4.4618 1.0000 +507.391 70.000 4.4218 150.8521 0.0036 0.0357 +dPolE 507.391 0.000 -0.3960 1.0000 +uR 507.391 0.000 4.4783 1.0000 +508.985 70.000 4.3637 150.5245 0.0036 0.0364 +dPolE 508.985 0.000 -0.1514 1.0000 +uR 508.985 0.000 4.4914 1.0000 +510.579 70.000 4.3049 150.3247 0.0036 0.0370 +dPolE 510.579 0.000 -0.0820 1.0000 +uR 510.579 0.000 4.5153 1.0000 +512.173 70.000 4.2456 150.1742 0.0036 0.0377 +dPolE 512.173 0.000 -0.1148 1.0000 +uR 512.173 0.000 4.5419 1.0000 +513.767 70.000 4.1960 149.9782 0.0036 0.0382 +dPolE 513.767 0.000 -0.1886 1.0000 +uR 513.767 0.000 4.5648 1.0000 +515.362 70.000 4.1328 149.7252 0.0036 0.0389 +dPolE 515.362 0.000 0.0000 1.0000 +uR 515.362 0.000 4.5719 1.0000 +516.956 70.000 4.0841 149.4634 0.0036 0.0397 +dPolE 516.956 0.000 0.2297 1.0000 +uR 516.956 0.000 4.5932 1.0000 +518.550 70.000 4.0238 149.1917 0.0036 0.0406 +dPolE 518.550 0.000 0.1874 1.0000 +uR 518.550 0.000 4.6130 1.0000 +520.144 70.000 3.9713 148.8981 0.0037 0.0415 +dPolE 520.144 0.000 0.2844 1.0000 +uR 520.144 0.000 4.6250 1.0000 +521.738 70.000 3.9224 148.7445 0.0036 0.0414 +dPolE 521.738 0.000 0.3627 1.0000 +uR 521.738 0.000 4.6573 1.0000 +523.332 70.000 3.8583 148.4283 0.0036 0.0425 +dPolE 523.332 0.000 0.5661 1.0000 +uR 523.332 0.000 4.6986 1.0000 +524.926 70.000 3.8154 148.1725 0.0037 0.0437 +dPolE 524.926 0.000 0.6736 1.0000 +uR 524.926 0.000 4.6881 1.0000 +526.520 70.000 3.7656 147.9277 0.0037 0.0446 +dPolE 526.520 0.000 0.5133 1.0000 +uR 526.520 0.000 4.5969 1.0000 +528.115 70.000 3.7247 147.7315 0.0037 0.0460 +dPolE 528.115 0.000 0.4133 1.0000 +uR 528.115 0.000 4.4464 1.0000 +529.709 70.000 3.6753 147.4739 0.0039 0.0487 +dPolE 529.709 0.000 0.6389 1.0000 +uR 529.709 0.000 4.1068 1.0000 +531.303 70.000 3.6351 147.1411 0.0042 0.0540 +dPolE 531.303 0.000 0.5843 1.0000 +uR 531.303 0.000 3.5044 1.0000 +532.897 70.000 3.5777 146.8649 0.0045 0.0590 +dPolE 532.897 0.000 0.4800 1.0000 +uR 532.897 0.000 3.1415 1.0000 +534.491 70.000 3.5417 146.7798 0.0042 0.0558 +dPolE 534.491 0.000 0.2447 1.0000 +uR 534.491 0.000 3.4558 1.0000 +536.085 70.000 3.5043 146.3970 0.0039 0.0529 +dPolE 536.085 0.000 0.5011 1.0000 +uR 536.085 0.000 4.0354 1.0000 +537.679 70.000 3.4442 146.0785 0.0038 0.0515 +dPolE 537.679 0.000 0.6982 1.0000 +uR 537.679 0.000 4.4606 1.0000 +539.273 70.000 3.4031 145.7733 0.0037 0.0513 +dPolE 539.273 0.000 0.6997 1.0000 +uR 539.273 0.000 4.5524 1.0000 +540.867 70.000 3.3597 145.4442 0.0037 0.0531 +dPolE 540.867 0.000 0.4474 1.0000 +uR 540.867 0.000 4.4786 1.0000 +542.461 70.000 3.3139 145.2495 0.0038 0.0545 +dPolE 542.461 0.000 0.3902 1.0000 +uR 542.461 0.000 4.4217 1.0000 +544.054 70.000 3.2786 145.0172 0.0038 0.0551 +dPolE 544.054 0.000 0.4536 1.0000 +uR 544.054 0.000 4.4028 1.0000 +545.648 70.000 3.2284 144.7066 0.0038 0.0567 +dPolE 545.648 0.000 0.5341 1.0000 +uR 545.648 0.000 4.3893 1.0000 +547.242 70.000 3.2017 144.4920 0.0038 0.0575 +dPolE 547.242 0.000 0.4459 1.0000 +uR 547.242 0.000 4.3942 1.0000 +548.836 70.000 3.1522 144.2073 0.0038 0.0585 +dPolE 548.836 0.000 0.3417 1.0000 +uR 548.836 0.000 4.3904 1.0000 +550.430 70.000 3.1089 143.8060 0.0037 0.0591 +dPolE 550.430 0.000 0.2563 1.0000 +uR 550.430 0.000 4.3831 1.0000 +552.024 70.000 3.0773 143.6415 0.0038 0.0609 +dPolE 552.024 0.000 0.4428 1.0000 +uR 552.024 0.000 4.3862 1.0000 +553.618 70.000 3.0388 143.1508 0.0037 0.0611 +dPolE 553.618 0.000 0.6095 1.0000 +uR 553.618 0.000 4.3926 1.0000 +555.211 70.000 2.9980 142.7924 0.0038 0.0627 +dPolE 555.211 0.000 0.6413 1.0000 +uR 555.211 0.000 4.4020 1.0000 +556.805 70.000 2.9563 142.4844 0.0038 0.0639 +dPolE 556.805 0.000 0.6156 1.0000 +uR 556.805 0.000 4.4107 1.0000 +558.399 70.000 2.9260 142.1688 0.0038 0.0655 +dPolE 558.399 0.000 0.7186 1.0000 +uR 558.399 0.000 4.4171 1.0000 +559.992 70.000 2.8919 141.8141 0.0038 0.0664 +dPolE 559.992 0.000 0.9768 1.0000 +uR 559.992 0.000 4.4169 1.0000 +561.586 70.000 2.8442 141.3818 0.0037 0.0674 +dPolE 561.586 0.000 1.0811 1.0000 +uR 561.586 0.000 4.4024 1.0000 +563.180 70.000 2.8168 141.0554 0.0038 0.0697 +dPolE 563.180 0.000 1.0096 1.0000 +uR 563.180 0.000 4.3853 1.0000 +564.773 70.000 2.7820 140.7008 0.0038 0.0704 +dPolE 564.773 0.000 0.9879 1.0000 +uR 564.773 0.000 4.3839 1.0000 +566.367 70.000 2.7428 140.2934 0.0038 0.0717 +dPolE 566.367 0.000 0.9913 1.0000 +uR 566.367 0.000 4.3879 1.0000 +567.960 70.000 2.7110 140.0407 0.0037 0.0723 +dPolE 567.960 0.000 1.1563 1.0000 +uR 567.960 0.000 4.3839 1.0000 +569.554 70.000 2.6810 139.5458 0.0038 0.0741 +dPolE 569.554 0.000 1.2315 1.0000 +uR 569.554 0.000 4.4059 1.0000 +571.147 70.000 2.6404 139.1094 0.0037 0.0751 +dPolE 571.147 0.000 1.2330 1.0000 +uR 571.147 0.000 4.4263 1.0000 +572.741 70.000 2.6137 138.9183 0.0037 0.0761 +dPolE 572.741 0.000 1.0297 1.0000 +uR 572.741 0.000 4.4547 1.0000 +574.334 70.000 2.5811 138.5052 0.0037 0.0773 +dPolE 574.334 0.000 0.9174 1.0000 +uR 574.334 0.000 4.4640 1.0000 +575.928 70.000 2.5498 137.9785 0.0037 0.0781 +dPolE 575.928 0.000 0.9686 1.0000 +uR 575.928 0.000 4.4642 1.0000 +577.521 70.000 2.5088 137.4158 0.0036 0.0794 +dPolE 577.521 0.000 0.9736 1.0000 +uR 577.521 0.000 4.4621 1.0000 +579.114 70.000 2.4909 137.2278 0.0037 0.0809 +dPolE 579.114 0.000 0.9709 1.0000 +uR 579.114 0.000 4.4660 1.0000 +580.708 70.000 2.4586 136.8716 0.0036 0.0822 +dPolE 580.708 0.000 0.7356 1.0000 +uR 580.708 0.000 4.4709 1.0000 +582.301 70.000 2.4193 136.4610 0.0036 0.0841 +dPolE 582.301 0.000 0.6382 1.0000 +uR 582.301 0.000 4.4859 1.0000 +583.894 70.000 2.4043 136.2037 0.0036 0.0840 +dPolE 583.894 0.000 0.5600 1.0000 +uR 583.894 0.000 4.5157 1.0000 +585.487 70.000 2.3628 135.7376 0.0036 0.0858 +dPolE 585.487 0.000 0.5960 1.0000 +uR 585.487 0.000 4.5232 1.0000 +587.081 70.000 2.3385 135.3649 0.0036 0.0874 +dPolE 587.081 0.000 0.6774 1.0000 +uR 587.081 0.000 4.5136 1.0000 +588.674 70.000 2.3139 134.7338 0.0036 0.0892 +dPolE 588.674 0.000 0.5363 1.0000 +uR 588.674 0.000 4.5183 1.0000 +590.267 70.000 2.2815 134.4344 0.0036 0.0901 +dPolE 590.267 0.000 0.3987 1.0000 +uR 590.267 0.000 4.5377 1.0000 +591.860 70.000 2.2545 134.0642 0.0035 0.0915 +dPolE 591.860 0.000 0.3747 1.0000 +uR 591.860 0.000 4.5624 1.0000 +593.453 70.000 2.2326 133.5614 0.0035 0.0932 +dPolE 593.453 0.000 0.4842 1.0000 +uR 593.453 0.000 4.5808 1.0000 +595.046 70.000 2.2122 133.1079 0.0035 0.0939 +dPolE 595.046 0.000 0.6221 1.0000 +uR 595.046 0.000 4.5917 1.0000 +596.639 70.000 2.1820 132.6533 0.0035 0.0957 +dPolE 596.639 0.000 0.5853 1.0000 +uR 596.639 0.000 4.6051 1.0000 +598.232 70.000 2.1537 132.2796 0.0034 0.0948 +dPolE 598.232 0.000 0.5291 1.0000 +uR 598.232 0.000 4.6226 1.0000 +599.824 70.000 2.1295 131.6039 0.0035 0.0994 +dPolE 599.824 0.000 0.4731 1.0000 +uR 599.824 0.000 4.6388 1.0000 +601.417 70.000 2.1084 131.2496 0.0035 0.1004 +dPolE 601.417 0.000 0.5606 1.0000 +uR 601.417 0.000 4.6502 1.0000 +603.010 70.000 2.0846 130.7764 0.0034 0.1007 +dPolE 603.010 0.000 0.6473 1.0000 +uR 603.010 0.000 4.6597 1.0000 +604.603 70.000 2.0598 130.3276 0.0034 0.1025 +dPolE 604.603 0.000 0.7966 1.0000 +uR 604.603 0.000 4.6509 1.0000 +606.195 70.000 2.0371 129.7374 0.0034 0.1050 +dPolE 606.195 0.000 0.7521 1.0000 +uR 606.195 0.000 4.6718 1.0000 +607.788 70.000 2.0149 129.1883 0.0034 0.1063 +dPolE 607.788 0.000 0.6650 1.0000 +uR 607.788 0.000 4.7155 1.0000 +609.381 70.000 1.9945 128.8542 0.0033 0.1054 +dPolE 609.381 0.000 0.6224 1.0000 +uR 609.381 0.000 4.7381 1.0000 +610.973 70.000 1.9700 128.2527 0.0033 0.1072 +dPolE 610.973 0.000 0.6958 1.0000 +uR 610.973 0.000 4.7531 1.0000 +612.566 70.000 1.9463 127.4623 0.0033 0.1086 +dPolE 612.566 0.000 0.6890 1.0000 +uR 612.566 0.000 4.7731 1.0000 +614.158 70.000 1.9299 127.2442 0.0033 0.1106 +dPolE 614.158 0.000 0.7536 1.0000 +uR 614.158 0.000 4.7910 1.0000 +615.751 70.000 1.9093 126.9218 0.0033 0.1107 +dPolE 615.751 0.000 0.7205 1.0000 +uR 615.751 0.000 4.7713 1.0000 +617.343 70.000 1.8854 126.1082 0.0033 0.1127 +dPolE 617.343 0.000 0.5596 1.0000 +uR 617.343 0.000 4.7560 1.0000 +618.935 70.000 1.8614 125.6434 0.0033 0.1151 +dPolE 618.935 0.000 0.4877 1.0000 +uR 618.935 0.000 4.7708 1.0000 +620.528 70.000 1.8436 125.1967 0.0032 0.1151 +dPolE 620.528 0.000 0.4555 1.0000 +uR 620.528 0.000 4.8272 1.0000 +622.120 70.000 1.8235 124.7974 0.0032 0.1174 +dPolE 622.120 0.000 0.4765 1.0000 +uR 622.120 0.000 4.8850 1.0000 +623.712 70.000 1.8070 124.1102 0.0032 0.1165 +dPolE 623.712 0.000 0.4894 1.0000 +uR 623.712 0.000 4.8726 1.0000 +625.304 70.000 1.7848 123.4001 0.0032 0.1189 +dPolE 625.304 0.000 0.4288 1.0000 +uR 625.304 0.000 4.8720 1.0000 +626.896 70.000 1.7678 122.7233 0.0031 0.1192 +dPolE 626.896 0.000 0.3015 1.0000 +uR 626.896 0.000 4.8921 1.0000 +628.488 70.000 1.7491 122.4794 0.0031 0.1207 +dPolE 628.488 0.000 0.2579 1.0000 +uR 628.488 0.000 4.9443 1.0000 +630.080 70.000 1.7260 121.7932 0.0031 0.1225 +dPolE 630.080 0.000 0.1475 1.0000 +uR 630.080 0.000 4.9606 1.0000 +631.672 70.000 1.7137 121.2498 0.0031 0.1252 +dPolE 631.672 0.000 0.1250 1.0000 +uR 631.672 0.000 4.9739 1.0000 +633.264 70.000 1.6962 120.5960 0.0031 0.1261 +dPolE 633.264 0.000 0.0600 1.0000 +uR 633.264 0.000 5.0018 1.0000 +634.856 70.000 1.6810 120.0023 0.0030 0.1262 +dPolE 634.856 0.000 0.0906 1.0000 +uR 634.856 0.000 5.0343 1.0000 +636.448 70.000 1.6585 119.3947 0.0030 0.1286 +dPolE 636.448 0.000 -0.0649 1.0000 +uR 636.448 0.000 5.0765 1.0000 +638.039 70.000 1.6371 118.7966 0.0030 0.1307 +dPolE 638.039 0.000 -0.1296 1.0000 +uR 638.039 0.000 5.1285 1.0000 +639.631 70.000 1.6205 118.0349 0.0030 0.1318 +dPolE 639.631 0.000 -0.1323 1.0000 +uR 639.631 0.000 5.1644 1.0000 +641.223 70.000 1.6107 117.3453 0.0030 0.1320 +dPolE 641.223 0.000 -0.0941 1.0000 +uR 641.223 0.000 5.1685 1.0000 +642.814 70.000 1.5997 116.8414 0.0030 0.1332 +dPolE 642.814 0.000 -0.0724 1.0000 +uR 642.814 0.000 5.1740 1.0000 +644.406 70.000 1.5866 116.6190 0.0029 0.1337 +dPolE 644.406 0.000 -0.1065 1.0000 +uR 644.406 0.000 5.1913 1.0000 +645.997 70.000 1.5707 115.8089 0.0029 0.1359 +dPolE 645.997 0.000 -0.0191 1.0000 +uR 645.997 0.000 5.2235 1.0000 +647.589 70.000 1.5561 114.9698 0.0029 0.1348 +dPolE 647.589 0.000 -0.1521 1.0000 +uR 647.589 0.000 5.2551 1.0000 +649.180 70.000 1.5351 114.5001 0.0029 0.1385 +dPolE 649.180 0.000 -0.1741 1.0000 +uR 649.180 0.000 5.2981 1.0000 +650.771 70.000 1.5320 113.7300 0.0029 0.1380 +dPolE 650.771 0.000 -0.1058 1.0000 +uR 650.771 0.000 5.3496 1.0000 +652.362 70.000 1.5145 113.1529 0.0029 0.1396 +dPolE 652.362 0.000 -0.0628 1.0000 +uR 652.362 0.000 5.3833 1.0000 +653.953 70.000 1.5106 112.7255 0.0029 0.1407 +dPolE 653.953 0.000 0.0161 1.0000 +uR 653.953 0.000 5.4046 1.0000 +655.545 70.000 1.4930 111.6381 0.0028 0.1414 +dPolE 655.545 0.000 -0.0490 1.0000 +uR 655.545 0.000 5.4478 1.0000 +657.136 70.000 1.4791 111.1258 0.0028 0.1408 +dPolE 657.136 0.000 -0.0932 1.0000 +uR 657.136 0.000 5.4838 1.0000 +658.727 70.000 1.4668 110.6963 0.0028 0.1411 +dPolE 658.727 0.000 -0.1122 1.0000 +uR 658.727 0.000 5.5201 1.0000 +660.317 70.000 1.4552 109.9636 0.0028 0.1433 +dPolE 660.317 0.000 -0.1104 1.0000 +uR 660.317 0.000 5.5531 1.0000 +661.908 70.000 1.4409 109.1721 0.0028 0.1447 +dPolE 661.908 0.000 -0.0329 1.0000 +uR 661.908 0.000 5.5868 1.0000 +663.499 70.000 1.4341 108.5360 0.0028 0.1464 +dPolE 663.499 0.000 -0.0179 1.0000 +uR 663.499 0.000 5.5666 1.0000 +665.090 70.000 1.4261 107.8099 0.0028 0.1503 +dPolE 665.090 0.000 -0.0224 1.0000 +uR 665.090 0.000 5.3491 1.0000 +666.680 70.000 1.4141 106.9726 0.0029 0.1526 +dPolE 666.680 0.000 0.0101 1.0000 +uR 666.680 0.000 5.1581 1.0000 +668.271 70.000 1.4036 106.6438 0.0029 0.1557 +dPolE 668.271 0.000 -0.1176 1.0000 +uR 668.271 0.000 5.1360 1.0000 +669.861 70.000 1.3902 105.6939 0.0029 0.1547 +dPolE 669.861 0.000 -0.1379 1.0000 +uR 669.861 0.000 5.2034 1.0000 +671.452 70.000 1.3810 104.7763 0.0028 0.1551 +dPolE 671.452 0.000 -0.1467 1.0000 +uR 671.452 0.000 5.2454 1.0000 +673.042 70.000 1.3729 104.3332 0.0028 0.1533 +dPolE 673.042 0.000 -0.1774 1.0000 +uR 673.042 0.000 5.3916 1.0000 +674.633 70.000 1.3659 103.6913 0.0027 0.1494 +dPolE 674.633 0.000 -0.0977 1.0000 +uR 674.633 0.000 5.6583 1.0000 +676.223 70.000 1.3572 103.0498 0.0027 0.1493 +dPolE 676.223 0.000 -0.1540 1.0000 +uR 676.223 0.000 5.8262 1.0000 +677.813 70.000 1.3484 102.1393 0.0027 0.1496 +dPolE 677.813 0.000 -0.1618 1.0000 +uR 677.813 0.000 5.8620 1.0000 +679.403 70.000 1.3431 101.4708 0.0027 0.1487 +dPolE 679.403 0.000 -0.3198 1.0000 +uR 679.403 0.000 5.8749 1.0000 +680.993 70.000 1.3261 100.6411 0.0027 0.1518 +dPolE 680.993 0.000 -0.3483 1.0000 +uR 680.993 0.000 5.9056 1.0000 +682.583 70.000 1.3259 100.0595 0.0027 0.1502 +dPolE 682.583 0.000 -0.4214 1.0000 +uR 682.583 0.000 5.9229 1.0000 +684.173 70.000 1.3137 99.1635 0.0026 0.1508 +dPolE 684.173 0.000 -0.3141 1.0000 +uR 684.173 0.000 5.9583 1.0000 +685.763 70.000 1.3047 98.5996 0.0027 0.1549 +dPolE 685.763 0.000 -0.3400 1.0000 +uR 685.763 0.000 5.9787 1.0000 +687.353 70.000 1.2998 97.8492 0.0026 0.1521 +dPolE 687.353 0.000 -0.3581 1.0000 +uR 687.353 0.000 5.9967 1.0000 +688.942 70.000 1.2906 97.0818 0.0026 0.1519 +dPolE 688.942 0.000 -0.3739 1.0000 +uR 688.942 0.000 6.0267 1.0000 +690.532 70.000 1.2793 96.4297 0.0026 0.1541 +dPolE 690.532 0.000 -0.3991 1.0000 +uR 690.532 0.000 6.0656 1.0000 +692.121 70.000 1.2779 95.6790 0.0027 0.1553 +dPolE 692.121 0.000 -0.5800 1.0000 +uR 692.121 0.000 6.0874 1.0000 +693.711 70.000 1.2719 94.7777 0.0026 0.1549 +dPolE 693.711 0.000 -0.5873 1.0000 +uR 693.711 0.000 6.1119 1.0000 +695.300 70.000 1.2662 94.2461 0.0027 0.1560 +dPolE 695.300 0.000 -0.5709 1.0000 +uR 695.300 0.000 6.1542 1.0000 +696.890 70.000 1.2597 93.3294 0.0027 0.1573 +dPolE 696.890 0.000 -0.4814 1.0000 +uR 696.890 0.000 6.1967 1.0000 +698.479 70.000 1.2575 92.4412 0.0026 0.1543 +dPolE 698.479 0.000 -0.4282 1.0000 +uR 698.479 0.000 6.2384 1.0000 +700.068 70.000 1.2529 91.8504 0.0026 0.1542 +dPolE 700.068 0.000 -0.4410 1.0000 +uR 700.068 0.000 6.3001 1.0000 +701.657 70.000 1.2463 91.1196 0.0026 0.1564 +dPolE 701.657 0.000 -0.4497 1.0000 +uR 701.657 0.000 6.3320 1.0000 +703.246 70.000 1.2427 90.3587 0.0026 0.1565 +dPolE 703.246 0.000 -0.6131 1.0000 +uR 703.246 0.000 6.1909 1.0000 +704.835 70.000 1.2389 89.8561 0.0027 0.1625 +dPolE 704.835 0.000 -0.6887 1.0000 +uR 704.835 0.000 5.8768 1.0000 +706.424 70.000 1.2344 89.0042 0.0028 0.1672 +dPolE 706.424 0.000 -0.6277 1.0000 +uR 706.424 0.000 5.4742 1.0000 +708.013 70.000 1.2327 88.3215 0.0029 0.1699 +dPolE 708.013 0.000 -0.6575 1.0000 +uR 708.013 0.000 5.3662 1.0000 +709.601 70.000 1.2274 87.4470 0.0028 0.1650 +dPolE 709.601 0.000 -0.5615 1.0000 +uR 709.601 0.000 5.7415 1.0000 +711.190 70.000 1.2207 86.8536 0.0027 0.1600 +dPolE 711.190 0.000 -0.5436 1.0000 +uR 711.190 0.000 6.1664 1.0000 +712.778 70.000 1.2237 86.1196 0.0026 0.1546 +dPolE 712.778 0.000 -0.4244 1.0000 +uR 712.778 0.000 6.5146 1.0000 +714.367 70.000 1.2180 85.2487 0.0025 0.1507 +dPolE 714.367 0.000 -0.4552 1.0000 +uR 714.367 0.000 6.6303 1.0000 +715.955 70.000 1.2213 84.6100 0.0026 0.1532 +dPolE 715.955 0.000 -0.4987 1.0000 +uR 715.955 0.000 6.5749 1.0000 +717.543 70.000 1.2138 83.9052 0.0026 0.1541 +dPolE 717.543 0.000 -0.5564 1.0000 +uR 717.543 0.000 6.5405 1.0000 +719.132 70.000 1.2124 83.4793 0.0026 0.1540 +dPolE 719.132 0.000 -0.6309 1.0000 +uR 719.132 0.000 6.4994 1.0000 +720.720 70.000 1.2109 82.1121 0.0026 0.1523 +dPolE 720.720 0.000 -0.5745 1.0000 +uR 720.720 0.000 6.4682 1.0000 +722.308 70.000 1.2085 81.7378 0.0026 0.1537 +dPolE 722.308 0.000 -0.5151 1.0000 +uR 722.308 0.000 6.4494 1.0000 +723.896 70.000 1.2032 81.2696 0.0027 0.1543 +dPolE 723.896 0.000 -0.4594 1.0000 +uR 723.896 0.000 6.4377 1.0000 +725.483 70.000 1.2049 80.4841 0.0027 0.1550 +dPolE 725.483 0.000 -0.4197 1.0000 +uR 725.483 0.000 6.4089 1.0000 +727.071 70.000 1.2045 79.7455 0.0027 0.1538 +dPolE 727.071 0.000 -0.4108 1.0000 +uR 727.071 0.000 6.4074 1.0000 +728.659 70.000 1.1987 78.9221 0.0027 0.1530 +dPolE 728.659 0.000 -0.5319 1.0000 +uR 728.659 0.000 6.4247 1.0000 +730.246 70.000 1.2033 78.5348 0.0026 0.1498 +dPolE 730.246 0.000 -0.5563 1.0000 +uR 730.246 0.000 6.4507 1.0000 +731.834 70.000 1.1976 77.4985 0.0027 0.1513 +dPolE 731.834 0.000 -0.6183 1.0000 +uR 731.834 0.000 6.4432 1.0000 +733.421 70.000 1.2003 77.1414 0.0027 0.1507 +dPolE 733.421 0.000 -0.6948 1.0000 +uR 733.421 0.000 6.4324 1.0000 +735.009 70.000 1.1997 76.4054 0.0027 0.1519 +dPolE 735.009 0.000 -0.5528 1.0000 +uR 735.009 0.000 6.4540 1.0000 +736.596 70.000 1.1998 75.4609 0.0027 0.1508 +dPolE 736.596 0.000 -0.4864 1.0000 +uR 736.596 0.000 6.4788 1.0000 +738.183 70.000 1.1975 74.9635 0.0027 0.1498 +dPolE 738.183 0.000 -0.4305 1.0000 +uR 738.183 0.000 6.4840 1.0000 +739.770 70.000 1.2004 74.2648 0.0027 0.1484 +dPolE 739.770 0.000 -0.4142 1.0000 +uR 739.770 0.000 6.4727 1.0000 +741.357 70.000 1.2015 73.5671 0.0027 0.1496 +dPolE 741.357 0.000 -0.4628 1.0000 +uR 741.357 0.000 6.4625 1.0000 +742.944 70.000 1.2053 72.9620 0.0028 0.1494 +dPolE 742.944 0.000 -0.5544 1.0000 +uR 742.944 0.000 6.4429 1.0000 +744.531 70.000 1.2012 72.2253 0.0027 0.1464 +dPolE 744.531 0.000 -0.6302 1.0000 +uR 744.531 0.000 6.4895 1.0000 +746.117 70.000 1.2024 71.4706 0.0027 0.1444 +dPolE 746.117 0.000 -0.6587 1.0000 +uR 746.117 0.000 6.5729 1.0000 +747.704 70.000 1.2012 70.6898 0.0027 0.1452 +dPolE 747.704 0.000 -0.6585 1.0000 +uR 747.704 0.000 6.6511 1.0000 +749.290 70.000 1.2024 70.3510 0.0027 0.1451 +dPolE 749.290 0.000 -0.6045 1.0000 +uR 749.290 0.000 6.6573 1.0000 +750.877 70.000 1.2022 69.5179 0.0027 0.1424 +dPolE 750.877 0.000 -0.5082 1.0000 +uR 750.877 0.000 6.6470 1.0000 +752.463 70.000 1.2037 69.1318 0.0027 0.1449 +dPolE 752.463 0.000 -0.4620 1.0000 +uR 752.463 0.000 6.6213 1.0000 +754.049 70.000 1.2047 68.1939 0.0027 0.1433 +dPolE 754.049 0.000 -0.4419 1.0000 +uR 754.049 0.000 6.7248 1.0000 +755.635 70.000 1.2013 67.9010 0.0027 0.1419 +dPolE 755.635 0.000 -0.4663 1.0000 +uR 755.635 0.000 6.8170 1.0000 +757.221 70.000 1.2093 67.2487 0.0027 0.1412 +dPolE 757.221 0.000 -0.4898 1.0000 +uR 757.221 0.000 6.8755 1.0000 +758.807 70.000 1.2081 66.3643 0.0027 0.1425 +dPolE 758.807 0.000 -0.5541 1.0000 +uR 758.807 0.000 6.8755 1.0000 +760.393 70.000 1.2116 66.0586 0.0027 0.1400 +dPolE 760.393 0.000 -0.6407 1.0000 +uR 760.393 0.000 6.8636 1.0000 +761.979 70.000 1.2095 65.5309 0.0027 0.1403 +dPolE 761.979 0.000 -0.5981 1.0000 +uR 761.979 0.000 6.8579 1.0000 +763.564 70.000 1.2137 64.9314 0.0027 0.1406 +dPolE 763.564 0.000 -0.6066 1.0000 +uR 763.564 0.000 6.8362 1.0000 +765.150 70.000 1.2119 63.8986 0.0027 0.1382 +dPolE 765.150 0.000 -0.5428 1.0000 +uR 765.150 0.000 6.8263 1.0000 +766.735 70.000 1.2196 63.6572 0.0027 0.1384 +dPolE 766.735 0.000 -0.5069 1.0000 +uR 766.735 0.000 6.8429 1.0000 +768.320 70.000 1.2232 63.1373 0.0028 0.1395 +dPolE 768.320 0.000 -0.4358 1.0000 +uR 768.320 0.000 6.8555 1.0000 +769.906 70.000 1.2277 62.4625 0.0027 0.1363 +dPolE 769.906 0.000 -0.4481 1.0000 +uR 769.906 0.000 6.8968 1.0000 +771.491 70.000 1.2293 62.1730 0.0027 0.1353 +dPolE 771.491 0.000 -0.5026 1.0000 +uR 771.491 0.000 6.9279 1.0000 +773.076 70.000 1.2310 61.5529 0.0027 0.1363 +dPolE 773.076 0.000 -0.4942 1.0000 +uR 773.076 0.000 6.8946 1.0000 +774.661 70.000 1.2352 61.0055 0.0027 0.1335 +dPolE 774.661 0.000 -0.4749 1.0000 +uR 774.661 0.000 6.8704 1.0000 +776.245 70.000 1.2373 60.5502 0.0028 0.1356 +dPolE 776.245 0.000 -0.5221 1.0000 +uR 776.245 0.000 6.8685 1.0000 +777.830 70.000 1.2365 59.7435 0.0028 0.1356 +dPolE 777.830 0.000 -0.4805 1.0000 +uR 777.830 0.000 6.8363 1.0000 +779.415 70.000 1.2370 59.3513 0.0028 0.1362 +dPolE 779.415 0.000 -0.4988 1.0000 +uR 779.415 0.000 6.8245 1.0000 +780.999 70.000 1.2443 58.8561 0.0027 0.1333 +dPolE 780.999 0.000 -0.4417 1.0000 +uR 780.999 0.000 6.8314 1.0000 +782.583 70.000 1.2467 58.4254 0.0028 0.1349 +dPolE 782.583 0.000 -0.4324 1.0000 +uR 782.583 0.000 6.8038 1.0000 +784.168 70.000 1.2518 57.8364 0.0028 0.1333 +dPolE 784.168 0.000 -0.4159 1.0000 +uR 784.168 0.000 6.8185 1.0000 +785.752 70.000 1.2619 57.2684 0.0028 0.1315 +dPolE 785.752 0.000 -0.4366 1.0000 +uR 785.752 0.000 6.8269 1.0000 +787.336 70.000 1.2532 56.7439 0.0028 0.1323 +dPolE 787.336 0.000 -0.3963 1.0000 +uR 787.336 0.000 6.8340 1.0000 +788.920 70.000 1.2703 56.1654 0.0028 0.1303 +dPolE 788.920 0.000 -0.4669 1.0000 +uR 788.920 0.000 6.7950 1.0000 +790.504 70.000 1.2663 55.7943 0.0028 0.1293 +dPolE 790.504 0.000 -0.4597 1.0000 +uR 790.504 0.000 6.7998 1.0000 +792.087 70.000 1.2666 55.6243 0.0028 0.1293 +dPolE 792.087 0.000 -0.4887 1.0000 +uR 792.087 0.000 6.8002 1.0000 +793.671 70.000 1.2768 55.0758 0.0028 0.1294 +dPolE 793.671 0.000 -0.4821 1.0000 +uR 793.671 0.000 6.7551 1.0000 +795.254 70.000 1.2736 54.3436 0.0028 0.1300 +dPolE 795.254 0.000 -0.4861 1.0000 +uR 795.254 0.000 6.7354 1.0000 +796.838 70.000 1.2782 53.9026 0.0028 0.1290 +dPolE 796.838 0.000 -0.4252 1.0000 +uR 796.838 0.000 6.7760 1.0000 +798.421 70.000 1.2804 53.6292 0.0028 0.1270 +dPolE 798.421 0.000 -0.4088 1.0000 +uR 798.421 0.000 6.8101 1.0000 +800.004 70.000 1.2905 53.0198 0.0028 0.1252 +dPolE 800.004 0.000 -0.3909 1.0000 +uR 800.004 0.000 6.7902 1.0000 +801.587 70.000 1.2914 52.8424 0.0028 0.1290 +dPolE 801.587 0.000 -0.3810 1.0000 +uR 801.587 0.000 6.7292 1.0000 +803.170 70.000 1.2956 52.4062 0.0028 0.1260 +dPolE 803.170 0.000 -0.3889 1.0000 +uR 803.170 0.000 6.7783 1.0000 +804.753 70.000 1.3005 51.8074 0.0028 0.1248 +dPolE 804.753 0.000 -0.4016 1.0000 +uR 804.753 0.000 6.8112 1.0000 +806.335 70.000 1.3047 51.6480 0.0028 0.1268 +dPolE 806.335 0.000 -0.4408 1.0000 +uR 806.335 0.000 6.7538 1.0000 +807.918 70.000 1.3063 50.9259 0.0028 0.1257 +dPolE 807.918 0.000 -0.3977 1.0000 +uR 807.918 0.000 6.7067 1.0000 +809.500 70.000 1.3107 50.6143 0.0028 0.1249 +dPolE 809.500 0.000 -0.4853 1.0000 +uR 809.500 0.000 6.6969 1.0000 +811.083 70.000 1.3162 50.0939 0.0028 0.1223 +dPolE 811.083 0.000 -0.3832 1.0000 +uR 811.083 0.000 6.6714 1.0000 +812.665 70.000 1.3217 49.7027 0.0028 0.1229 +dPolE 812.665 0.000 -0.4150 1.0000 +uR 812.665 0.000 6.6575 1.0000 +814.247 70.000 1.3242 49.6088 0.0028 0.1218 +dPolE 814.247 0.000 -0.4487 1.0000 +uR 814.247 0.000 6.6732 1.0000 +815.829 70.000 1.3271 49.0608 0.0028 0.1214 +dPolE 815.829 0.000 -0.4194 1.0000 +uR 815.829 0.000 6.6675 1.0000 +817.411 70.000 1.3347 48.7046 0.0028 0.1226 +dPolE 817.411 0.000 -0.4104 1.0000 +uR 817.411 0.000 6.5739 1.0000 +818.993 70.000 1.3377 48.3238 0.0029 0.1236 +dPolE 818.993 0.000 -0.4053 1.0000 +uR 818.993 0.000 6.5141 1.0000 +820.574 70.000 1.3380 48.0491 0.0028 0.1219 +dPolE 820.574 0.000 -0.4295 1.0000 +uR 820.574 0.000 6.5526 1.0000 +822.156 70.000 1.3420 47.5338 0.0028 0.1208 +dPolE 822.156 0.000 -0.3884 1.0000 +uR 822.156 0.000 6.5794 1.0000 +823.737 70.000 1.3474 47.1144 0.0028 0.1189 +dPolE 823.737 0.000 -0.3338 1.0000 +uR 823.737 0.000 6.5380 1.0000 +825.318 70.000 1.3536 46.7552 0.0029 0.1211 +dPolE 825.318 0.000 -0.4155 1.0000 +uR 825.318 0.000 6.4658 1.0000 +826.899 70.000 1.3551 46.3226 0.0028 0.1199 +dPolE 826.899 0.000 -0.3976 1.0000 +uR 826.899 0.000 6.4439 1.0000 +828.480 70.000 1.3578 46.0285 0.0028 0.1185 +dPolE 828.480 0.000 -0.3848 1.0000 +uR 828.480 0.000 6.4780 1.0000 +830.061 70.000 1.3616 45.6623 0.0028 0.1195 +dPolE 830.061 0.000 -0.4143 1.0000 +uR 830.061 0.000 6.4993 1.0000 +831.642 70.000 1.3721 45.0097 0.0028 0.1176 +dPolE 831.642 0.000 -0.4117 1.0000 +uR 831.642 0.000 6.4407 1.0000 +833.223 70.000 1.3756 44.7916 0.0029 0.1197 +dPolE 833.223 0.000 -0.4727 1.0000 +uR 833.223 0.000 6.2825 1.0000 +834.803 70.000 1.3802 44.4599 0.0029 0.1204 +dPolE 834.803 0.000 -0.4748 1.0000 +uR 834.803 0.000 6.2466 1.0000 +836.383 70.000 1.3813 44.2557 0.0028 0.1176 +dPolE 836.383 0.000 -0.3784 1.0000 +uR 836.383 0.000 6.3372 1.0000 +837.964 70.000 1.3888 44.1493 0.0029 0.1185 +dPolE 837.964 0.000 -0.4302 1.0000 +uR 837.964 0.000 6.3406 1.0000 +839.544 70.000 1.3929 43.8013 0.0029 0.1196 +dPolE 839.544 0.000 -0.4015 1.0000 +uR 839.544 0.000 6.1992 1.0000 +841.124 70.000 1.3992 43.2661 0.0029 0.1187 +dPolE 841.124 0.000 -0.3708 1.0000 +uR 841.124 0.000 6.2358 1.0000 +842.704 70.000 1.4070 43.0735 0.0029 0.1158 +dPolE 842.704 0.000 -0.3185 1.0000 +uR 842.704 0.000 6.3842 1.0000 +844.283 70.000 1.4087 42.5136 0.0029 0.1161 +dPolE 844.283 0.000 -0.3629 1.0000 +uR 844.283 0.000 6.3080 1.0000 +845.863 70.000 1.4100 42.1868 0.0029 0.1187 +dPolE 845.863 0.000 -0.3562 1.0000 +uR 845.863 0.000 6.0809 1.0000 +847.442 70.000 1.4127 41.9246 0.0029 0.1177 +dPolE 847.442 0.000 -0.3308 1.0000 +uR 847.442 0.000 6.1133 1.0000 +849.022 70.000 1.4233 41.6846 0.0029 0.1161 +dPolE 849.022 0.000 -0.3579 1.0000 +uR 849.022 0.000 6.3080 1.0000 +850.601 70.000 1.4274 41.4899 0.0029 0.1143 +dPolE 850.601 0.000 -0.3434 1.0000 +uR 850.601 0.000 6.3077 1.0000 +852.180 70.000 1.4256 41.0674 0.0029 0.1155 +dPolE 852.180 0.000 -0.3997 1.0000 +uR 852.180 0.000 6.1039 1.0000 +853.759 70.000 1.4381 40.6120 0.0029 0.1157 +dPolE 853.759 0.000 -0.3671 1.0000 +uR 853.759 0.000 6.0932 1.0000 +855.338 70.000 1.4416 40.6931 0.0029 0.1142 +dPolE 855.338 0.000 -0.3391 1.0000 +uR 855.338 0.000 6.2662 1.0000 +856.916 70.000 1.4507 40.4663 0.0029 0.1136 +dPolE 856.916 0.000 -0.3462 1.0000 +uR 856.916 0.000 6.2449 1.0000 +858.495 70.000 1.4463 40.2178 0.0029 0.1152 +dPolE 858.495 0.000 -0.3249 1.0000 +uR 858.495 0.000 6.0456 1.0000 +860.073 70.000 1.4525 39.6692 0.0029 0.1136 +dPolE 860.073 0.000 -0.3072 1.0000 +uR 860.073 0.000 5.9963 1.0000 +861.651 70.000 1.4582 39.3009 0.0029 0.1115 +dPolE 861.651 0.000 -0.2537 1.0000 +uR 861.651 0.000 6.1561 1.0000 +863.229 70.000 1.4651 39.0508 0.0029 0.1119 +dPolE 863.229 0.000 -0.2568 1.0000 +uR 863.229 0.000 6.1680 1.0000 +864.808 70.000 1.4644 39.0024 0.0030 0.1149 +dPolE 864.808 0.000 -0.2646 1.0000 +uR 864.808 0.000 5.8694 1.0000 +866.385 70.000 1.4738 38.4151 0.0030 0.1140 +dPolE 866.385 0.000 -0.2996 1.0000 +uR 866.385 0.000 5.7050 1.0000 +867.963 70.000 1.4779 38.1497 0.0030 0.1131 +dPolE 867.963 0.000 -0.3351 1.0000 +uR 867.963 0.000 5.8948 1.0000 +869.541 70.000 1.4810 38.0209 0.0029 0.1115 +dPolE 869.541 0.000 -0.3080 1.0000 +uR 869.541 0.000 6.0324 1.0000 +871.118 70.000 1.4913 38.1296 0.0029 0.1112 +dPolE 871.118 0.000 -0.4168 1.0000 +uR 871.118 0.000 5.9596 1.0000 +872.695 70.000 1.4958 37.7427 0.0030 0.1128 +dPolE 872.695 0.000 -0.4344 1.0000 +uR 872.695 0.000 5.8011 1.0000 +874.272 70.000 1.4905 37.1790 0.0030 0.1123 +dPolE 874.272 0.000 -0.3710 1.0000 +uR 874.272 0.000 5.8006 1.0000 +875.849 70.000 1.4999 37.3866 0.0030 0.1117 +dPolE 875.849 0.000 -0.4349 1.0000 +uR 875.849 0.000 5.8040 1.0000 +877.426 70.000 1.5031 37.0399 0.0030 0.1121 +dPolE 877.426 0.000 -0.4416 1.0000 +uR 877.426 0.000 5.6758 1.0000 +879.003 70.000 1.5043 36.8692 0.0030 0.1130 +dPolE 879.003 0.000 -0.3119 1.0000 +uR 879.003 0.000 5.5517 1.0000 +880.580 70.000 1.5124 36.3900 0.0030 0.1130 +dPolE 880.580 0.000 -0.3223 1.0000 +uR 880.580 0.000 5.5355 1.0000 +882.156 70.000 1.5205 36.1380 0.0030 0.1122 +dPolE 882.156 0.000 -0.4109 1.0000 +uR 882.156 0.000 5.5822 1.0000 +883.732 70.000 1.5230 35.9635 0.0030 0.1126 +dPolE 883.732 0.000 -0.3258 1.0000 +uR 883.732 0.000 5.5418 1.0000 +885.308 70.000 1.5276 35.9500 0.0030 0.1120 +dPolE 885.308 0.000 -0.3088 1.0000 +uR 885.308 0.000 5.4425 1.0000 +886.884 70.000 1.5320 35.4751 0.0031 0.1129 +dPolE 886.884 0.000 -0.3812 1.0000 +uR 886.884 0.000 5.4331 1.0000 +888.460 70.000 1.5396 35.3352 0.0030 0.1106 +dPolE 888.460 0.000 -0.4479 1.0000 +uR 888.460 0.000 5.4810 1.0000 +890.036 70.000 1.5364 35.1266 0.0030 0.1109 +dPolE 890.036 0.000 -0.5026 1.0000 +uR 890.036 0.000 5.4418 1.0000 +891.611 70.000 1.5351 34.7620 0.0031 0.1129 +dPolE 891.611 0.000 -0.5316 1.0000 +uR 891.611 0.000 5.3049 1.0000 +893.187 70.000 1.5480 34.6037 0.0031 0.1132 +dPolE 893.187 0.000 -0.5516 1.0000 +uR 893.187 0.000 5.2111 1.0000 +894.762 70.000 1.5621 34.6050 0.0031 0.1124 +dPolE 894.762 0.000 -0.5740 1.0000 +uR 894.762 0.000 5.1905 1.0000 +896.337 70.000 1.5597 34.3838 0.0032 0.1142 +dPolE 896.337 0.000 -0.4812 1.0000 +uR 896.337 0.000 5.0611 1.0000 +897.912 70.000 1.5638 34.1077 0.0032 0.1143 +dPolE 897.912 0.000 -0.6137 1.0000 +uR 897.912 0.000 4.9069 1.0000 +899.487 70.000 1.5679 34.0576 0.0032 0.1153 +dPolE 899.487 0.000 -0.5561 1.0000 +uR 899.487 0.000 4.7554 1.0000 +901.062 70.000 1.5759 33.7558 0.0033 0.1194 +dPolE 901.062 0.000 -0.6368 1.0000 +uR 901.062 0.000 4.5646 1.0000 +902.636 70.000 1.5817 33.2725 0.0034 0.1216 +dPolE 902.636 0.000 -0.6217 1.0000 +uR 902.636 0.000 4.3488 1.0000 +904.210 70.000 1.5799 33.3600 0.0034 0.1231 +dPolE 904.210 0.000 -0.5832 1.0000 +uR 904.210 0.000 4.1970 1.0000 +905.785 70.000 1.5870 33.0843 0.0035 0.1245 +dPolE 905.785 0.000 -0.7478 1.0000 +uR 905.785 0.000 4.0761 1.0000 +907.359 70.000 1.5901 32.8355 0.0036 0.1265 +dPolE 907.359 0.000 -0.7577 1.0000 +uR 907.359 0.000 3.9279 1.0000 +908.933 70.000 1.5966 32.6300 0.0036 0.1263 +dPolE 908.933 0.000 -0.7328 1.0000 +uR 908.933 0.000 3.8270 1.0000 +910.506 70.000 1.5934 32.3783 0.0036 0.1273 +dPolE 910.506 0.000 -0.7602 1.0000 +uR 910.506 0.000 3.8054 1.0000 +912.080 70.000 1.6024 32.2406 0.0036 0.1253 +dPolE 912.080 0.000 -0.8209 1.0000 +uR 912.080 0.000 3.8243 1.0000 +913.653 70.000 1.6046 32.0642 0.0035 0.1233 +dPolE 913.653 0.000 -0.9012 1.0000 +uR 913.653 0.000 3.9022 1.0000 +915.227 70.000 1.6172 31.9895 0.0035 0.1205 +dPolE 915.227 0.000 -0.7725 1.0000 +uR 915.227 0.000 4.0170 1.0000 +916.800 70.000 1.6239 31.6121 0.0034 0.1178 +dPolE 916.800 0.000 -0.6741 1.0000 +uR 916.800 0.000 4.1770 1.0000 +918.373 70.000 1.6289 31.4741 0.0034 0.1155 +dPolE 918.373 0.000 -0.6158 1.0000 +uR 918.373 0.000 4.3118 1.0000 +919.946 70.000 1.6237 31.3773 0.0033 0.1153 +dPolE 919.946 0.000 -0.7470 1.0000 +uR 919.946 0.000 4.3626 1.0000 +921.518 70.000 1.6308 31.3937 0.0033 0.1134 +dPolE 921.518 0.000 -0.7209 1.0000 +uR 921.518 0.000 4.3498 1.0000 +923.091 70.000 1.6419 31.0950 0.0033 0.1129 +dPolE 923.091 0.000 -0.6064 1.0000 +uR 923.091 0.000 4.4214 1.0000 +924.663 70.000 1.6391 30.6030 0.0033 0.1126 +dPolE 924.663 0.000 -0.6054 1.0000 +uR 924.663 0.000 4.5136 1.0000 +926.235 70.000 1.6514 30.3916 0.0033 0.1119 +dPolE 926.235 0.000 -0.7010 1.0000 +uR 926.235 0.000 4.5239 1.0000 +927.807 70.000 1.6475 30.5174 0.0033 0.1109 +dPolE 927.807 0.000 -0.8693 1.0000 +uR 927.807 0.000 4.3854 1.0000 +929.379 70.000 1.6471 30.3641 0.0034 0.1141 +dPolE 929.379 0.000 -0.8699 1.0000 +uR 929.379 0.000 4.2264 1.0000 +930.951 70.000 1.6591 29.9582 0.0034 0.1136 +dPolE 930.951 0.000 -0.8576 1.0000 +uR 930.951 0.000 4.1769 1.0000 +932.522 70.000 1.6639 29.7910 0.0034 0.1133 +dPolE 932.522 0.000 -0.8325 1.0000 +uR 932.522 0.000 4.2344 1.0000 +934.093 70.000 1.6678 29.8321 0.0034 0.1133 +dPolE 934.093 0.000 -0.8803 1.0000 +uR 934.093 0.000 4.1590 1.0000 +935.665 70.000 1.6685 29.8902 0.0035 0.1175 +dPolE 935.665 0.000 -0.9289 1.0000 +uR 935.665 0.000 3.8837 1.0000 +937.236 70.000 1.6705 29.3887 0.0038 0.1244 +dPolE 937.236 0.000 -1.1562 1.0000 +uR 937.236 0.000 3.5225 1.0000 +938.806 70.000 1.6754 29.2977 0.0039 0.1277 +dPolE 938.806 0.000 -1.2002 1.0000 +uR 938.806 0.000 3.2216 1.0000 +940.377 70.000 1.6860 29.3609 0.0040 0.1296 +dPolE 940.377 0.000 -1.0936 1.0000 +uR 940.377 0.000 3.0912 1.0000 +941.948 70.000 1.6879 28.9926 0.0040 0.1314 +dPolE 941.948 0.000 -1.1449 1.0000 +uR 941.948 0.000 3.0107 1.0000 +943.518 70.000 1.6920 29.0292 0.0042 0.1357 +dPolE 943.518 0.000 -1.2156 1.0000 +uR 943.518 0.000 2.8321 1.0000 +945.088 70.000 1.6913 28.7969 0.0044 0.1432 +dPolE 945.088 0.000 -1.2620 1.0000 +uR 945.088 0.000 2.6095 1.0000 +946.658 70.000 1.6946 28.5518 0.0044 0.1436 +dPolE 946.658 0.000 -1.1887 1.0000 +uR 946.658 0.000 2.4748 1.0000 +948.228 70.000 1.7180 28.4253 0.0044 0.1399 +dPolE 948.228 0.000 -1.1472 1.0000 +uR 948.228 0.000 2.5266 1.0000 +949.798 70.000 1.7136 28.2331 0.0043 0.1388 +dPolE 949.798 0.000 -1.1126 1.0000 +uR 949.798 0.000 2.6842 1.0000 +951.367 70.000 1.7207 27.9373 0.0042 0.1353 +dPolE 951.367 0.000 -1.1616 1.0000 +uR 951.367 0.000 2.7817 1.0000 +952.937 70.000 1.7253 27.8853 0.0042 0.1336 +dPolE 952.937 0.000 -1.1400 1.0000 +uR 952.937 0.000 2.7374 1.0000 +954.506 70.000 1.7318 27.8895 0.0043 0.1357 +dPolE 954.506 0.000 -1.3185 1.0000 +uR 954.506 0.000 2.6907 1.0000 +956.075 70.000 1.7354 27.5295 0.0042 0.1321 +dPolE 956.075 0.000 -1.1441 1.0000 +uR 956.075 0.000 2.8118 1.0000 +957.644 70.000 1.7317 27.4687 0.0040 0.1258 +dPolE 957.644 0.000 -1.0270 1.0000 +uR 957.644 0.000 3.0393 1.0000 +959.212 70.000 1.7306 27.6241 0.0040 0.1253 +dPolE 959.212 0.000 -1.1106 1.0000 +uR 959.212 0.000 3.1000 1.0000 +960.781 70.000 1.7408 27.3732 0.0041 0.1270 +dPolE 960.781 0.000 -1.2716 1.0000 +uR 960.781 0.000 2.9343 1.0000 +962.349 70.000 1.7479 27.3138 0.0041 0.1280 +dPolE 962.349 0.000 -1.1162 1.0000 +uR 962.349 0.000 2.8758 1.0000 +963.917 70.000 1.7500 27.0095 0.0040 0.1245 +dPolE 963.917 0.000 -0.9187 1.0000 +uR 963.917 0.000 3.0328 1.0000 +965.485 70.000 1.7504 26.9950 0.0039 0.1207 +dPolE 965.485 0.000 -1.0059 1.0000 +uR 965.485 0.000 3.1729 1.0000 +967.053 70.000 1.7548 27.2473 0.0039 0.1216 +dPolE 967.053 0.000 -0.9964 1.0000 +uR 967.053 0.000 3.0801 1.0000 +968.621 70.000 1.7653 26.7681 0.0041 0.1257 +dPolE 968.621 0.000 -1.0860 1.0000 +uR 968.621 0.000 2.8827 1.0000 +970.188 70.000 1.7734 26.5433 0.0041 0.1231 +dPolE 970.188 0.000 -1.0253 1.0000 +uR 970.188 0.000 2.8960 1.0000 +971.755 70.000 1.7749 26.4868 0.0039 0.1184 +dPolE 971.755 0.000 -0.9813 1.0000 +uR 971.755 0.000 3.1165 1.0000 +973.322 70.000 1.7765 26.3192 0.0039 0.1170 +dPolE 973.322 0.000 -1.0749 1.0000 +uR 973.322 0.000 3.2174 1.0000 +974.889 70.000 1.7695 26.2318 0.0040 0.1210 +dPolE 974.889 0.000 -1.1413 1.0000 +uR 974.889 0.000 3.0586 1.0000 +976.456 70.000 1.7760 25.8429 0.0041 0.1229 +dPolE 976.456 0.000 -1.2388 1.0000 +uR 976.456 0.000 2.9112 1.0000 +978.023 70.000 1.7805 26.0116 0.0040 0.1212 +dPolE 978.023 0.000 -1.1405 1.0000 +uR 978.023 0.000 2.9776 1.0000 +979.589 70.000 1.7883 25.7747 0.0039 0.1169 +dPolE 979.589 0.000 -1.2992 1.0000 +uR 979.589 0.000 3.1113 1.0000 +981.155 70.000 1.7869 25.6050 0.0040 0.1203 +dPolE 981.155 0.000 -1.2299 1.0000 +uR 981.155 0.000 3.0473 1.0000 +982.721 70.000 1.7980 25.5224 0.0041 0.1222 +dPolE 982.721 0.000 -1.3612 1.0000 +uR 982.721 0.000 2.8291 1.0000 +984.287 70.000 1.8084 25.5125 0.0043 0.1253 +dPolE 984.287 0.000 -1.3574 1.0000 +uR 984.287 0.000 2.6634 1.0000 +985.853 70.000 1.8050 25.3036 0.0042 0.1238 +dPolE 985.853 0.000 -1.1582 1.0000 +uR 985.853 0.000 2.7304 1.0000 +987.418 70.000 1.8010 25.2085 0.0041 0.1212 +dPolE 987.418 0.000 -1.2292 1.0000 +uR 987.418 0.000 2.8614 1.0000 +988.983 70.000 1.8147 25.3196 0.0042 0.1221 +dPolE 988.983 0.000 -1.2491 1.0000 +uR 988.983 0.000 2.7624 1.0000 +990.548 70.000 1.8099 25.3529 0.0044 0.1287 +dPolE 990.548 0.000 -1.3794 1.0000 +uR 990.548 0.000 2.5436 1.0000 +992.113 70.000 1.8236 24.8787 0.0044 0.1292 +dPolE 992.113 0.000 -1.2533 1.0000 +uR 992.113 0.000 2.4650 1.0000 +993.678 70.000 1.8251 24.9687 0.0044 0.1280 +dPolE 993.678 0.000 -1.3409 1.0000 +uR 993.678 0.000 2.5128 1.0000 +995.242 70.000 1.8324 24.4740 0.0044 0.1274 +dPolE 995.242 0.000 -1.3334 1.0000 +uR 995.242 0.000 2.5362 1.0000 +996.807 70.000 1.8294 24.8725 0.0045 0.1300 +dPolE 996.807 0.000 -1.3198 1.0000 +uR 996.807 0.000 2.4100 1.0000 +998.371 70.000 1.8286 24.9539 0.0050 0.1441 +dPolE 998.371 0.000 -1.8392 1.0000 +uR 998.371 0.000 1.9991 1.0000 +999.935 70.000 1.8282 24.4792 0.0057 0.1650 +dPolE 999.935 0.000 -2.1498 1.0000 +uR 999.935 0.000 1.5687 1.0000 diff --git a/refellips/tests/test_dataSE.py b/refellips/tests/test_dataSE.py index d7f8fc9..d46daca 100644 --- a/refellips/tests/test_dataSE.py +++ b/refellips/tests/test_dataSE.py @@ -1,8 +1,14 @@ import numpy as np import os.path from pathlib import Path +from numpy.testing import assert_allclose -from refellips.dataSE import open_EP4file, DataSE +from refellips.dataSE import ( + DataSE, + open_EP4file, + open_FilmSenseFile, + open_M2000file, +) pth = Path(os.path.dirname(os.path.abspath(__file__))) @@ -23,3 +29,117 @@ def test_multiple_areas(): assert "Y pos" in data.metadata assert len(data) == 11 np.testing.assert_allclose(data.psi[-1], 12.72666667) + + +def test_filmsense_loader(): + # STANDARD DATA TEST + std_fsdata = open_FilmSenseFile(pth / "Filmsense_staticTest.txt") + + std_bench = np.array( + [ + [367.20, 26.46, 158.74], + [449.64, 15.77, 173.19], + [525.63, 12.64, 174.05], + [593.58, 11.13, 174.54], + [656.32, 10.25, 174.92], + [732.22, 9.51, 175.37], + [852.88, 8.76, 175.98], + [946.73, 8.35, 176.36], + ] + ).T + + assert std_fsdata.metadata["numwvls"] == 8 + assert_allclose(std_fsdata.aoi, std_fsdata.metadata["nomAOI"]) + assert_allclose(std_bench[0], std_fsdata.wavelength, rtol=1e-3) + assert_allclose(std_bench[1], std_fsdata.psi, rtol=1e-3) + assert_allclose(std_bench[2], std_fsdata.delta, rtol=1e-3) + + # DYNAMIC DATA TEST + dyn_fsdata = open_FilmSenseFile(pth / "Filmsense_kineticTest.txt") + + bench_times = [4.95, 14.86, 24.77, 34.66, 44.57, 54.48, 64.38] + + times = list(dyn_fsdata.keys()) + + assert_allclose(bench_times, times, rtol=1e-3) + + sing_dyn_fsdata = dyn_fsdata[times[2]] + + dyn_bench = np.array( + [ + [367.20, 27.04, 148.91], + [449.64, 16.09, 162.67], + [525.63, 12.91, 163.83], + [593.58, 11.36, 164.72], + [656.32, 10.45, 165.54], + [732.22, 9.68, 166.52], + [852.88, 8.89, 167.94], + [946.73, 8.45, 168.86], + ] + ).T + + assert sing_dyn_fsdata.metadata["numwvls"] == 8 + assert_allclose(sing_dyn_fsdata.aoi, sing_dyn_fsdata.metadata["nomAOI"]) + assert_allclose(dyn_bench[0], sing_dyn_fsdata.wavelength, rtol=1e-3) + assert_allclose(dyn_bench[1], sing_dyn_fsdata.psi, rtol=1e-3) + assert_allclose(dyn_bench[2], sing_dyn_fsdata.delta, rtol=1e-3) + + +def test_M2000_loader(): + # STANDARD DATA TEST + std_wdata = open_M2000file(pth / "Woolam_staticTest.dat", dropdatapoints=40) + + std_bench = np.array( + [ + [370.324, 70, 21.4553, 145.7525], + [434.059, 70, 8.6922, 157.8022], + [497.825, 70, 4.7986, 152.0333], + [561.586, 70, 2.8442, 141.3818], + [625.304, 70, 1.7848, 123.4001], + [688.942, 70, 1.2906, 97.0818], + [752.463, 70, 1.2037, 69.1318], + [815.829, 70, 1.3271, 49.0608], + [879.003, 70, 1.5043, 36.8692], + [941.948, 70, 1.6879, 28.9926], + ] + ).T + + assert std_wdata.metadata["AcqTime"] == "30.013" + + assert_allclose(std_bench[0], std_wdata.wavelength, rtol=1e-3) + assert_allclose(std_bench[1], std_wdata.aoi, rtol=1e-3) + assert_allclose(std_bench[2], std_wdata.psi, rtol=1e-3) + assert_allclose(std_bench[3], std_wdata.delta, rtol=1e-3) + + # DYNAMIC DATA TEST + dyn_wdata = open_M2000file( + pth / "Woolam_kineticTest.dat", take_every=2, dropdatapoints=40 + ) + + bench_times = [1.4, 6.4, 11.5, 16.5] + times = list(dyn_wdata.keys()) + + assert_allclose(bench_times, times, rtol=1e-3) + + sing_dyn_wdata = dyn_wdata[times[2]] + + dyn_bench = np.array( + [ + [370.324, 70.0, 30.3104, 121.2913], + [434.059, 70.0, 20.2057, 130.5181], + [497.825, 70.0, 16.3773, 132.2358], + [561.586, 70.0, 14.2143, 133.8754], + [625.304, 70.0, 12.9270, 136.1897], + [688.942, 70.0, 11.7856, 137.8630], + [752.463, 70.0, 11.0232, 139.8401], + [815.829, 70.0, 10.4095, 141.3768], + [879.003, 70.0, 9.9504, 143.1087], + [941.948, 70.0, 9.5185, 144.6035], + ] + ).T + + assert sing_dyn_wdata.metadata["AcqTime"] == "0.978" + assert_allclose(dyn_bench[0], sing_dyn_wdata.wavelength, rtol=1) + assert_allclose(dyn_bench[1], sing_dyn_wdata.aoi, rtol=1e-3) + assert_allclose(dyn_bench[2], sing_dyn_wdata.psi, rtol=1e-3) + assert_allclose(dyn_bench[3], sing_dyn_wdata.delta, rtol=1e-3) From ddbdc1f339e991ff6dbc97d0009091bc85a475ef Mon Sep 17 00:00:00 2001 From: Andrew Nelson Date: Wed, 8 Oct 2025 15:29:34 +1100 Subject: [PATCH 2/4] Circular distance, black --- refellips/tests/TestSuite.ipynb | 148 +++++++++++--------------------- 1 file changed, 50 insertions(+), 98 deletions(-) diff --git a/refellips/tests/TestSuite.ipynb b/refellips/tests/TestSuite.ipynb index 19d1dbb..6a93404 100644 --- a/refellips/tests/TestSuite.ipynb +++ b/refellips/tests/TestSuite.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -26,7 +26,7 @@ "import refellips\n", "from refellips.dataSE import DataSE\n", "from refellips.reflect_modelSE import ReflectModelSE\n", - "from refellips.objectiveSE import ObjectiveSE\n", + "from refellips.objectiveSE import ObjectiveSE, circular_distance\n", "from refellips.dispersion import Cauchy, RI, load_material" ] }, @@ -42,7 +42,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -53,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 201, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -65,7 +64,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -114,7 +113,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -124,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 202, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -136,7 +134,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -196,7 +194,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -208,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 203, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -220,7 +217,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -270,7 +267,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -280,12 +276,12 @@ }, { "cell_type": "code", - "execution_count": 204, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmoAAAGwCAYAAAAZn0mrAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAACHjklEQVR4nOzdd1QU1/vH8fdSREDEiogFe0EUsXexi723qNhNYm+xfK1JFE3sMWqsaGzRKPaoqIi9iw1jL1iIxkJRqXt/fxD5hVhBYHbheZ0z57gzs7Ofmwnsw8y9c3VKKYUQQgghhDA4JloHEEIIIYQQ7yaFmhBCCCGEgZJCTQghhBDCQEmhJoQQQghhoKRQE0IIIYQwUFKoCSGEEEIYKCnUhBBCCCEMlJnWAZJbdHQ0586dI0eOHJiYSF0qhBBCGAO9Xs9ff/2Fq6srZmapvlx5r1Tf8nPnzlGhQgWtYwghhBAiEU6ePEn58uW1jqGZVF+o5ciRA4g90Tlz5tQ4jRBCCCE+xaNHj6hQoULc93haleoLtTe3O3PmzEnu3Lk1TiOEEEKIhEjr3ZbSduuFEEIIIQyYFGpCCCGEEAZKCjUhhBBCCAMlhZoQQgghhIGSQk0IIYQQwkBJoSaEEEIIYaCkUBNCCCGEMFBSqAkhhBBCGCgp1IQQQgghDJQUakIIIYQQBkoKNSGEEEIIAyWFmhBCCCGEgZJC7XNcvQoPHmidQgghhNDO0aOg12udItWSQi2xhg3j72LFOD56tNZJhBBCiJT34gW76tfnZNWq8MsvWqdJtaRQS6TDtrbkBNqtWYM+OlrrOEJ8lpcvX/Ly5UuUUnHrIiMjefnyJREREe/cV/+vv6CjoqJ4+fIl4eHhn7RvQmzbto1MmTLFHcPf3x+dTseIESPi9unbty8tW7bE0tKSXbt2xXv/pk2bsLa2JiwsDICRI0dSpEgRrKysKFCgAOPGjYuX6fz589SqVQsbGxsyZsxI2bJlOX36dNz2o0ePUqNGDSwtLcmTJw8DBw7k5cuXCWqTEEbvjz/A2Zn6Pj6sA/T372udKNWSQi2Ryg0YgBWQPSaGoO3btY4jxGfJkCEDGTJk4O+//45b9+OPP5IhQwb69+8fb187OzsyZMjAvXv34tb9/PPPZMiQgZ49e8bbN1++fGTIkIErV67ErfPy8kpQtho1ahAaGsq5c+cA8PPzI1u2bPj5+cXtc+DAARo0aEDjxo1ZvXp1vPevWbOG5s2bkyFDBgBsbGzw8vIiICCAOXPmsHjxYmbNmhW3/xdffEHu3Lk5deoUZ86cYdSoUZibmwNw8eJFGjRoQKtWrbhw4QK//fYbhw8ffuu/kRCp1Yu7d/muTBliGjWCBw8wKVyY6X5+mEyerHW0VEsKtURKnzkz19q14wzgsHu31nGESLVsbW0pXbo0Bw4cAGKLsiFDhnD+/HlCQ0MJCgri2rVruLm58cUXX7B582ZevXoFQEhICDt27KBz585xxxs7dixVqlQhX758NG3alGHDhrF+/fq47ffu3aNu3boUK1aMwoUL07ZtW1xcXIDY4rVTp04MHjyYwoULU6VKFebOncvKlSvfupooRGoTs3071QoVYvy5c0wHGDIE/P0xqVFD62ipm0rlAgMDFaACAwOT/uB79igFSmXJolRERNIfX4gUEhYWpsLCwpRer49bFxERocLCwlR4ePg7942JiYlbFxkZqcLCwtTr168/ad+EGjp0qGrSpInS6/Uqa9as6tKlS6pMmTJq586das2aNSpHjhxxmTNlyqTWrl2rlFJq2bJlKnv27CoqKiruWBs2bFBVq1ZVOXLkUNbW1srCwkJlz549bvuECROUmZmZqlOnjvL09FQ3btyI2+bk5KTSpUunrK2t4xYrKysFqICAgAS3Swij8Py5Ut27KwVqOahC5ubqyPz5yf6xyfr9bUTkitrnqF0b7O2JefaMvzds0DqNEIlmbW2NtbU1Op0ubl26dOmwtrbGwsLinfuamPz/rw9zc3Osra1Jnz79J+2bUG5ubhw6dIjz589jYmKCk5MTNWvWxM/PjwMHDlCzZs24zG3atGHNmjVA7G3P9u3bY2ZmBsDx48fp0KED7u7ubN++nXPnzvG///2PyMjIuM+aOHEily9fpnHjxuzfvx8nJye8vb0B0Ov19O3bF39//7jl/PnzXL9+nYIFCya4XUIYukM//silokVh+XLQ6fAYPJgLjx5R5auvtI6WdmhdKSa35K7ItzVrpnKCapU7d7IcXwih1IsXL5SJiYny8PBQbdq0UUoptXnzZlWxYkVVpEgR9fPPP8ft6+vrq8zNzdWlS5eUqampOnbsWNy26dOnqwIFCsQ7ds+ePZWtre17P7tDhw6qadOmSimlOnXqpGrXrp2ELRPCQD1/rryqVVM6UK6gIgoVUurQoRSNIFfUYskVtc+Ut317HgHH7t8n8ulTreMIkSq96ae2atUq3NzcgNhBBmfPno3rn/ZGzZo1yZEjB1988QX58uWjUqVKcdsKFSrEvXv3WLduHTdv3mTu3LlxV8sAXr9+Tf/+/Tlw4AB3797lyJEjnDp1iuLFiwOxI0aPHTtGv3798Pf35/r162zdupUBAwakyH8HIVLErl3g7EyDw4fJAriWKEHU0aNQrZrWydIkKdQ+U6mOHdnt4MAdIN2OHVrHESLVqlWrFjExMXFFWebMmXFyciJ79uxxhRSATqejY8eOnD9/ni+++CLeMZo3b86QIUPo378/pUuX5ujRo4wbNy5uu6mpKU+fPqVr164UKVKEdu3a4e7uzqRJkwAoVaoUfn5+XL9+nerVq+Pq6sq4cePImTNn8v8HECKZRT57xr6mTcHdHR48wL5wYQK2bmXppUtYZ8+udbw0S6fUvx6clArdv3+fPHnyEBgYSO7cuZPnQyZNgokToX59kBGgQgghjEyojw81mzThQmQkR4EKgwbBlClgZaVZphT5/jYCckUtKbz5q33vXlRQkLZZhBBCiE8VGQljxmDTsCHFIiOxNTHh7ylTYPZsTYs08f+kUEsKhQqxvXBhauj1TO/bV+s0QgghxEfd2LGD1+XKgacn6PXMa9+ey1eu0EimRjQoUqglkaCyZTkErPLx0TqKEEII8X4xMaxo355STZrwv4sXIVs22LiRLOvWYV+kiNbpEu3gwYM0bdoUBwcHdDodmzdvjre9W7du6HS6eMu/Bxs9e/aMAQMGULRoUaysrMibNy8DBw4kODg4hVsSnxRqSaTNpEn8oNOx4/VruH5d6zhCCCHE227fhlq1yL5+Pa+BS9myEX3uHLRqpXWyz/by5UtcXFyYN2/ee/dp2LAhjx49ilt27twZt+3hw4c8fPiQ6dOnc/HiRby8vNi1a9dbU+OlNE0LNU9PT8qXL4+NjQ12dna0aNGCq1evxm2Piopi5MiRlCxZEmtraxwcHOjatSsPHz7UMPW7ZSpShBH165Mb4J+HbQohhBCGQOn1PJoxA0qVgkOHaJQhA/uGD2dXUBBmqaSjvru7O99//z2tPlB0WlhYYG9vH7dkyZIlbpuzszMbN26kadOmFCxYkNq1azN58mS2bdtGdHR0SjThnTQt1Pz8/OjXrx/Hjx/Hx8eH6Oho6tevz8uXLwF49eoVZ8+eZdy4cZw9e5ZNmzZx7do1mjVrpmXs93szqGD1akjdg2mFEEIYiWc3b9LMwYEqw4cTGhYG1avDhQvU/vFHTExNtY73UaGhoYSEhMQtERERiT7WgQMHsLOzo0iRIvTu3ZvHjx9/cP/g4GAyZswYN7uJJrR+4u6/PX78WAHKz8/vvfucPHlSAeru3bufdMwUfbJxSIg6nC6d6gnq4C+/JP/nCSGEEB9y6pR6mju3cgSVDtSuXr2Uio7WOtUnefP9/d9lwoQJH30voLy9veOtW7dundq+fbu6ePGi2rp1q3JxcVElSpR4az7jN/7++2+VN29e9b///S8JWpN4GpaIb3vTYe/flyLftY9OpyNTpkzv3B4RERGv2g4NDU3SjB9kY4NX7twsvXULNWcO1fv0SbnPFkIIId5QChYuhMGDyRIZyabcuTGdPh2X9u21TpZgAQEB5MqVK+71f+cf/lTt/9V2Z2dnypUrh6OjIzt27HjrdmlISAiNGzfGycmJCRMmJC54EjGYwQRKKYYOHUq1atVwdnZ+5z7h4eGMGjWKTp06kTFjxnfu4+npia2tbdzi5OSUnLHf0r1vX3oDPR89Ag3vaQuR1iml6NOnD1myZEGn0+Hv7//R9xw4cACdTseLFy8A8PLyivdH4cSJEyldunSy5BUiqbx8/JhuhQqx5+uvY5+T1rIlZS5dMsoiDcDGxoaMGTPGLYkt1P4rZ86cODo6cv0/AwBDQ0Np2LAhGTJkwNvbG3Nz8yT5vMQymEKtf//+XLhwgbVr175ze1RUFB06dECv1zN//vz3Hmf06NEEBwfHLQEBAckV+Z2qDB7MoixZqPL8Ofj6puhnCyH+365du/Dy8mL79u08evTovX8AJsTw4cPZt29fEqQTIpn8+SfTnZ1ZcesWHsBrT0/YuBFsbbVOZnCePn1KYGBgvCngQkJCqF+/PunSpWPr1q2kT59ew4SxDKJQGzBgAFu3bsXX1/ed00RERUXRrl07bt++jY+Pz3uvpkHsJdF/V942NjbJGf1t6dJBu3ax/169OmU/W4g0IjIy8qP73Lx5k5w5c1KlShXs7e2TpDNwhgwZyJo162cfR4hk8dtvUK4cI588oZGFBb/NnYvlqFGg02mdLEWEhYXh7+8fd/X89u3b+Pv7c+/ePcLCwhg+fDjHjh3jzp07HDhwgKZNm5ItWzZatmwJxF5JezOgcenSpYSEhBAUFERQUBAxMTHaNUzLDnJ6vV7169dPOTg4qGvXrr1zn8jISNWiRQtVokQJ9fjx4wR/RooOJnjj0CF1D9S0dOnU0/v3U+5zhUilatasqfr166eGDBmismbNqmrUqKEuX76s3N3dlbW1tbKzs1OdO3dWT548UUop5eHhEa/zsaOjo1Iq9nfOtGnTVP78+VX69OlVqVKl1IYNG+I+x9fXVwHq+fPnSimlli9frmxtbeO2T5gwQbm4uMS99vDwUM2bN1cTJ05U2bNnVzY2NqpPnz4qIiIibp8NGzYoZ2dnlT59epUlSxZVp04dFRYWlmz/rUTaExkWptY3bKhUbM80pWrVUurRI61jfbaEfn+/+fn97+Lh4aFevXql6tevr7Jnz67Mzc1V3rx5lYeHh7p3795H3w+o27dvJ1MrP07TwQT9+vVjzZo1bNmyBRsbG4L+mSfT1tYWS0tLoqOjadOmDWfPnmX79u3ExMTE7ZMlSxbSpUunZfz3q1KF5unScS4yEtuJE+m7eLHWiYR4N6Xg1SttPtvKKkF/6a9YsYKvvvqKI0eO8OzZM2rWrEnv3r2ZOXMmr1+/ZuTIkbRr1479+/czZ84cChYsyKJFizh16hSm/zyCYOzYsWzatIkFCxZQuHBhDh48SOfOncmePTs1a9ZMVDP27dtH+vTp8fX15c6dO3Tv3p1s2bIxefJkHj16RMeOHfnhhx9o2bIloaGhHDp0CCWP7xFJJPrWLeqVLo1faCjLgW6jR8O334KWj5PQiJub2wd/tnbv3v1Z79eMZiVi7H+Ndy7Lly9XSil1+/bt9+7j6+v7SZ+hyRU1pdT02rVVTVDbKlRI0c8VIkHCwv7/r/CUXhJwValmzZqqdOnSca/HjRun6tevH2+fNz/rV69eVUopNWvWrLgrabFNDVPp06dXR48ejfe+nj17qo4dOyqlEndFLUuWLOrly5dx6xYsWKAyZMigYmJi1JkzZxSg7ty588ltFeKT7dqlVNas6ltQGUF5jxmjdaIkpdX3t6HRtORWH6lc8+XLZ5jV7ScYOmcOw0qWhHPn4Nkz+MAjR4QQH1euXLm4f585cwZfX18yZMjw1n43b96kyDvmKwwICCA8PJx69erFWx8ZGYmrq2uic7m4uGBlZRX3unLlyoSFhREYGIiLiwt16tShZMmSNGjQgPr169OmTRsyZ86c6M8TAqWImjYN8zFjQCn+5+qKx9y55K1WTetkIhmkvWujKUTn7Bw7VceFC7BhA/Ttq3UkId5mZQVhYdp9dgJYW1vH/Vuv19O0aVOmTZv21n7/HsH1b3q9HoAdO3bEeyYTJP65TB+i0+kwNTXFx8eHo0ePsmfPHn766Sf+97//ceLECfLnz5/knylSv5jwcIaVK8fty5fZBJj27o3J3LnkNYDRiSJ5SKGWnL74gogLF/D96Sca9OmDLo2MvBFGRKeDfxVAxqJMmTJs3LiRfPnyffJoTicnJywsLLh3716i+6O9y/nz53n9+jWWlpYAHD9+nAwZMsSNYNfpdFStWpWqVasyfvx4HB0d8fb2ZujQoUmWQaQRz5/zZ8OGLLx8mQjA9+uvqTtvXpoZ1ZlWGcTjOVKrqDZtyA+4X76M/86dWscRItXo168fz549o2PHjpw8eZJbt26xZ88eevTo8d5h9DY2NgwfPpwhQ4awYsUKbt68yblz5/j5559ZsWJForNERkbSs2dPAgIC+OOPP5gwYQL9+/fHxMSEEydOMGXKFE6fPs29e/fYtGkTT548oXjx4on+PJFG3bwJlStT4uRJfrWwYN0331D355+lSEsD5IpaMjIvUIBq2bNz9MkTHmzYgGvjxlpHEiJVcHBw4MiRI4wcOZIGDRoQERGBo6MjDRs2xMTk/X9/fvfdd9jZ2eHp6cmtW7fIlCkTZcqUYcyYMYnOUqdOHQoXLkyNGjWIiIigQ4cOTJw4EYCMGTNy8OBBZs+eTUhICI6OjsyYMQN3d/dEf55Iey7/+iu2AweS+8ULyJ2bttu3g4uL1rFECtEpY+2t/4nu379Pnjx5CAwMfOfDdJPbs9mzsR0yBNOSJWP7qwkhUo1u3brx4sULNm/erHUUkUodHDuWppMnkx84VLo0Njt3wnv6YaY2Wn9/Gwq59ZnMsnh4YJouHVy8GLsIIYQQH6MUTJhA3smTSQ9kzJqVqK1b00yRJv6fFGrJLXNmaNQIgKBfftE4jBBCCIMXHg5ffAHffks+4GDPnvgEBpIlTx6tkwkNSKGWAoIaNcIVKDR/PiHPnmkdRwiRRLy8vOS2p0hSr+/epVvevJxeuzZ2doElSyi6ZAkW/4wqFmmPFGopIEfnzoSbmhKlFCfmzdM6jhBCCEMUEMDEUqVY8eQJrXU6IrZtg549tU4lNCaFWgrQWVqyqmNHHgD1jh/XOo4QQghD4+cHVavyv5AQaqZPzwovLywaNtQ6lTAAUqilkLITJpANYNcuuH1b6zhCCCEMxMP586F+fXjxgoyVK+N77x5uXbtqHUsYCCnUUkqhQlCvHijFq59/1jqNEEIIrSnFqo4dKdCvHxsjI6FVK9i3D1327FonEwZECrUU9Kp7dzoCOWfO5OmjR1rHEUIIoZWYGBg4kJPr1hEBbClWDNavBxk0IP5DCrUUZNm6NVfNzQlRih3ffad1HCGEEFp49QratIF585gFLO/QAa/Ll8HUVOtkwgBJoZaCdOnSMbtTJ84AXQMCtI4jhBAihT2/fp1ZTk6ozZvBwgLT9evptnbtB6c+E2mb/J+Rwmp8/z1lTExiR/hcuaJ1HCGEECkkMiCA6s7ODL17l+mWluDjA23bah1LGDgp1FJa7tzQtCkAasECjcMIIYRIESdOkK5mTb6KjCS3qSkN1qyB6tW1TiWMgBRqGojp04cJQP558wi6dUvrOEIIIZJRzKZNUKsW/P03/cqU4fKVK5Rq0ULrWMJISKGmAdOGDfGxsOCuUvw6apTWcYQQQiQDpRQ/tmpFvdatiXj9Gtzdwc+PjIULax1NGBEp1LRgYsLEL75gHTBIrqgJIUTqoxQPhg7lW29vfIHf3dxg61bIkEHrZMLISKGmkfpTp9Le3Jx0Z87AmTNaxxFCCJFUYmLg66/JPXs2m4GZDRrwxf79sZOsC5FAUqhpJXv22OfoACxcqG0WIYQQSSLs6VPuNWsW+3tdp6POggUM2bULdDqtowkjJYWalr76itVAjWXLuHvxotZphBBCfIYnt25RO39+6uzcyWNz89iZBr78UutYwshJoaalatVYZmXFIb2exSNGaJ1GCCFEYv31F9HNm/MkNJTnwIOffvr/uyZCfAYp1LSk0zGia1e+A76+fRuU0jqREEKIhLp9G6pVI+elS+zOnJnDv/+Oa9++WqcSqYQUahprOHUqY62scLh2DY4c0TqOEEKIBDi4bBmHypWDGzcgXz6KnDhBsdattY4lUhEp1LRmawsdO8b+W2YqEEIIo3Hk55+p37MnTZ8940rhwrF/bMsz0kQSk0LNEHz1FSeBHuvWce34ca3TCCGE+JgtWygzdCjlgZpZspDPzw8cHLROJVIhKdQMQdmyfGdry3K9nl+++UbrNEIIIT5k2TJo1QrLyEh2uLuz8c4dLHPm1DqVSKWkUDMQ/Xv0oAvQ7uZN0Ou1jiOEEOI/lFKMcHNjec+esb+ne/Qg49atmNnYaB1NpGJSqBmIBt99x0pbWyo+fAh792odRwghxL8pxca2bZnu50dv4Ebv3rBkicw2IJKdFGqGwtoaunaN/bcMKhBCCMOh18OQIbTeuJEvgV9ataLQokUy24BIEVKoGZIvv+QvYOqWLQTs3691GiGESPOiwsNRPXvCnDnogAXz5tFz40atY4k0RAo1Q+LkxMDs2RmtFPNHjdI6jRBCpGmvXrygWf78DPPyQul04OUF/fppHUukMVKoGZg+ffpQCah+4wZER2sdRwgh0qZXr9hfty67goL4Bbj500/g4aF1KpEGSaFmYGqPHcsxOzvaP38OGzZoHUcIIdKekBBwd6fJmTMsMDdn9/TpFJIraUIjUqgZGF369NC/f+yLadNk/k8hhEhBT65e5ZWbGxw8CBkz8uX+/VQbNkzrWCINk0LNEPXrR7SVFb+dP88fkydrnUYIIdKEB2fOUL1UKVqfO0dE1qzg6wvVqmkdS6RxUqgZoixZmF++PB2AkVOnouSqmhBCJK/bt7nXrBmBkZFcNjXlr99+gzJltE4lEuDgwYM0bdoUBwcHdDodmzdvjre9W7du6HS6eEulSpXi7bNo0SLc3NzImDEjOp2OFy9epFwD3kMKNQPV5aefyAe0evmSyKNHtY4jhBCp1/nzUL06lR8+ZIe9PYcOHCBvnTpapxIJ9PLlS1xcXJg3b95792nYsCGPHj2KW3bu3Blv+6tXr2jYsCFjxoxJ7rifTB6pbKAylyzJzc6dMVm1CmbPhqpVtY4khBCpi1L82rs3FX79laKRkeDkhNuePZArl9bJRCK4u7vj7u7+wX0sLCywt7d/7/bBgwcDcODAgSRM9nk0vaLm6elJ+fLlsbGxwc7OjhYtWnD16tV4+yilmDhxIg4ODlhaWuLm5sbly5c1SpyyTEaOjP3Hxo1w/bq2YYQQIjV5+ZI5FSvSdelSWkdG8qpBg9gBBFKkGZzQ0FBCQkLiloiIiEQf68CBA9jZ2VGkSBF69+7N48ePkzBp8tC0UPPz86Nfv34cP34cHx8foqOjqV+/Pi9fvozb54cffmDmzJnMmzePU6dOYW9vT7169QgNDdUweQpxdobGjTmvFHO7ddM6jRBCpA5//gkVK9Lu1CkcgPZ165J++3bImlXrZOIdnJycsLW1jVs8PT0TdRx3d3dWr17N/v37mTFjBqdOnaJ27dqfVfilCGVAHj9+rADl5+enlFJKr9cre3t7NXXq1Lh9wsPDla2trVq4cOEnHTMwMFABKjAwMFkyJ7c769crHSgdqGtHjmgdRwghjNrdn35SKkMGpUApe3sVsmOH1pHEe7z5/g4ICFDBwcFxS3h4+EffCyhvb+8P7vPw4UNlbm6uNm7c+NY2X19fBajnz58nMn3SMajBBMHBwQBkyZIFgNu3bxMUFET9+vXj9rGwsKBmzZocfU8H+4iIiHiXSI39yptjmzY0y5yZ9oDJypVaxxFCCKOkf/2aceXKUXjAAI6EhYGbG5w7h02jRlpHEx9hY2NDxowZ4xYLC4skOW7OnDlxdHTkuoF3LTKYQk0pxdChQ6lWrRrOzs4ABAUFAZAjR454++bIkSNu2395enrGu0Tq5OSUvMGTm07HxsWLWQsUXLcu9onZQgghPt3t2+iqVeP6mTNEAnurVwcfH/hAp3KR+j19+pTAwEBy5sypdZQPMphCrX///ly4cIG1a9e+tU2n08V7rZR6a90bo0ePJjg4OG4JCAhIlrwpybRlSyhWDIKDYdEireMIIYTx2LoVypRBd/YsS7JkYdPYsUw4eBDM5KEHqU1YWBj+/v74+/sDsXfl/P39uXfvHmFhYQwfPpxjx45x584dDhw4QNOmTcmWLRstW7aMO0ZQUBD+/v7cuHEDgIsXL+Lv78+zZ8+0aBJgIIXagAED2Lp1K76+vuTOnTtu/ZshtP+9evb48eO3rrK9YWFhEe8SqY2NTfIFTykmJjBiBM8Az2+/JfTvv7VOJIQQBk1FRjK3Th1GNW8OL15ApUpk8Pen5XffaR1NJJPTp0/j6uqKq6srAEOHDsXV1ZXx48djamrKxYsXad68OUWKFMHDw4MiRYpw7NixeHXCwoULcXV1pXfv3gDUqFEDV1dXtm7dqkmbAHRKaffYe6UUAwYMwNvbmwMHDlC4cOG3tjs4ODBkyBC++eYbACIjI7Gzs2PatGn07dv3o59x//598uTJQ2BgYLwi0OhERFDWxoazUVHMbN+eIevWaZ1ICCEM040b+LdqhevFiwAcbdeOyr/+CunSaRxMJESq+f7+TJpeUevXrx+rVq1izZo12NjYEBQURFBQEK9fvwZib3kOHjyYKVOm4O3tzaVLl+jWrRtWVlZ06tRJy+gpz8KCL5s3xwUoePgw6PVaJxJCCMOiFPzyC7i4UPriRYamS8ec7t2ptG6dFGnCaGl6Re19/cyWL19Ot3+eG6aUYtKkSfzyyy88f/6cihUr8vPPP8cNOPiY1FSRxzx/jkm+fOhCQsDbG1q00DqSEEIYhOdXrjCxUSMm3blDJoDatcHLC/Lk0TaYSLTU9P39OTQt1FJCqjvRo0fD1KlQqRIcPQrvKXaFECLN2LiR2h064BsdjYeJCV4zZsDAgbH9e4XRSnXf34kk/xcbm0GDiEmXjt+PH+fw/PlapxFCCO0EB4OHB7Rpw/fR0RS3sODLX3+FwYOlSBOphvyfbGzs7ZlaqhRtgf+NH691GiGE0MTBuXPZVbgwrFwJJiZUGT2ai8+fUymt9V8WqZ4UakbIY+ZM7IGaz54Rc/681nGEECLlhIezs3Vr3AYNouuTJzx2dIydTH3KFEwtLbVOJ0SSk0LNCOWuXp3AVq34FjCdMUPrOEIIkTLOn4fy5amzaRPOQPOiRUl/5AhUrap1MiGSjRRqRsps1KjYf6xdC/fuaRtGCCGSkT4mhq29e0OFCnDpEhZ2dhz77TcW//knGXPl0jqeEMlKCjVjVb481KrFxehovHr10jqNEEIkC/1ff9EoZ06aL1nCr5GR0LQpXLyIdbt2WkcTIkVIoWbELrVvTyngSx8fgq5c0TqOEEIkrX37MHF1pdqTJ1gBdO0KW7aAnZ3WyYRIMVKoGbESvXtT2cqKZoBeHtUhhEglwkNDeTZkCNSrB48eMbpYMS7u2EGXFSvk2ZEizZFCzYjpTEzwWbqU9YDDkiUQGKh1JCGE+CxX9+2jkr09X8yejV4p6N0b09OnKdCokdbRhNCEFGpGzrp9e6heHcLDYdw4reMIIUTirVtHdPPmXH31ijM6HXd++gkWLQJra62TCaEZKdSMnU4H06cTAvxvxQqOrVihdSIhhEgQFRoKPXpAx46UePmSDcWKcf7ECQr07691NCE0J4VaalChAuOKFGEKMGzQIJRer3UiIYT4JEe9vHDJlo1by5fH/uE5dixNLl4kZ/nyWkcTwiBIoZZKjFyxAledjm+Cg2HXLq3jCCHER8WsX8+AHj24GBnJmPTpYf9++O47MDPTOpoQBkMKtVTCoVIlzgwZQgtA9803EB2tdSQhhHi/FSsw7diRnUoxNH9+FgUEgJub1qmEMDhSqKUiurFjIXNmuHwZvLy0jiOEEO90e9Ik6NYN9HpydO/OjOvXyZg/v9axhDBIUqilJpkzo8aOxRuo8vXXvLh/X+tEQggRRynFpLp1cZo4kf0AAwfCkiVgaqp1NCEMlhRqqUxM376MNTfnWFQUM774Qus4QggRSyn0o0Zxbt8+woEzderA7NlgIl9DQnyI/ISkMmbW1swcPpyxwDenT8OjR1pHEkKkdXo99O+P6Q8/8Bvwe5cujNi7V2YZEOITSKGWCjWYPJnvKlbE5tUrmDBB6zhCiDQsOjycnfXqwfz5oNNhsXAhrVeu1DqWEEZDCrXU6J+H4AKwdCnhZ89qm0cIkSbFvHpFx4IFabx/Pwt0Oli9Gvr21TqWEEZFCrXUqlo1Ahs0oK1eT8N69VBKaZ1ICJGWvHyJacuWFHn4kHSAw+jR0LGj1qmEMDpSqKVmo0ezHTj47BnnFy3SOo0QIq0IDoaGDWHPHr63ssJ/6VKaT56sdSohjJIUaqlYnpo1WVS3Lv5A6V9+ie3QK4QQyejZtWtMLl4c/eHDkCkTur17Kd6jh9axhDBaUqilcl3WrKFUxoxw7lxs/xAhhEgmMSdP4ubszNhHjxhlaQm+vlC5staxhDBqUqildtmzw+jRAPw9ahShjx9rHEgIkSqtWIFpjRqMiooiv5kZXdatg9KltU4lhNGTQi0tGDQIryxZKPjwIdM6dNA6jRAiFXkdHMz9bt1ip4SKiKBT06ZcDgykZLNmWkcTIlWQQi0tsLQkU5cuhAC+fn7o//pL60RCiFTg9okTVM6Vi8YrVvAKYOJE2LwZS3t7jZMJkXpIoZZGNJ8xg20FCnBIr8dk0iSt4wghjN3Ro1g0a8ajly95pNNxY+7c2Adsy5RQQiQp+YlKI3SmpjRZujT2hC9cCCdOaB1JCGGMlIr9HeLmhsPjx2zNl49zfn6UGjBA62RCpEpSqKUlbm7QpQt6pfBq04bXISFaJxJCGJGgO3dokCcPx7/6CqKioE0bKl68SK7q1bWOJkSqJYVaWjNjBu3Mzel+/z5TWrXSOo0QwlgEBjKpQgX2PHhAD0Dv6Qnr10OGDFonEyJVk0ItrcmenU59+mAD5Dp4EO7c0TqREMLQHTgAZcsy7ckTWpibs2nJEkxGjYqdV1gIkaykUEuDWs6dy81KlfgyKgr69YvtcyKEEP8R/vo1m3v3hrp14ckTMpYujfe1axTr2VPraEKkGVKopUE6ExOyL18O6dLBzp3w++9aRxJCGJjw4GDcHB1puWQJG2NioFMnOHIE8uXTOpoQaYoUamlVsWIwejSXgMZduvDXtWtaJxJCGIpHj0jv7k7lJ0/IDGTq0wdWrQIrK62TCZHmSKGWhqmRI+mVPj07IyIY3by51nGEEAZAf+IElC8Px47xo60t/itXUueXX6Q/mhAakUItDdNZWvLz7Nm0Ar798084dkzrSEIIjURHRzO8USO6VqmCevAAihfH7NQp8nbponU0IdI0KdTSuLJ9+7KxWzdyA/TpE/tsJCFE2hIdzYXu3Zn9xx+s1us5XKUKHD8OhQtrnUyIT3bw4EGaNm2Kg4MDOp2OzZs3x9verVs3dDpdvKVSpUrx9omIiGDAgAFky5YNa2trmjVrxv3791OwFW+TQk3Ajz9C1qxw6RLPvv9e6zRCiJT07Bk0akSZVauYD/zWqhXVDx2CjBm1TiZEgrx8+RIXFxfmzZv33n0aNmzIo0eP4padO3fG2z548GC8vb1Zt24dhw8fJiwsjCZNmhATE5Pc8d/LTLNPFoYjWzZipk9nQvfuzPr2W05UqoSzu7vWqYQQyWz3okWUnjKFHHfvgpUVfVasgDZttI4lRKK4u7vj/pHvLgsLC+zt7d+5LTg4mKVLl/Lrr79St25dAFatWkWePHnYu3cvDRo0SPLMn0KuqAkATD08uJwtG6+Adf37y7PVhEjlFvfrh3vfvrS5e5dIR0c4elSKNGGQQkNDCQkJiVsiIiISfawDBw5gZ2dHkSJF6N27N48fP47bdubMGaKioqhfv37cOgcHB5ydnTl69OhnteFzaFqofex+clhYGP379yd37txYWlpSvHhxFixYoE3Y1E6nY+7vv7PRzIzvbt2C337TOpEQIjkoBdOnU3X+fDICTg4OsUWai4vWyYR4JycnJ2xtbeMWT0/PRB3H3d2d1atXs3//fmbMmMGpU6eoXbt2XOEXFBREunTpyJw5c7z35ciRg6CgoM9uR2Jpeuvzzf3k7t2707p167e2DxkyBF9fX1atWkW+fPnYs2cPX3/9NQ4ODjSXx0kkuTw1a5Jn/HgYPx4GD4YGDeA//8MKIYyXiopCN2AA/PILTsClrl3JvWQJmJtrHU2I9woICCBXrlxxry0sLBJ1nPbt28f929nZmXLlyuHo6MiOHTto9YG5r5VS6DR8PI2mV9Tc3d35/vvv3/sf6NixY3h4eODm5ka+fPno06cPLi4unD59OoWTpiHffAPFihH+11+sb9dO6zRCiCRy99IlqtvZceXNM9Fmzya3l5cUacLg2djYkDFjxrglsYXaf+XMmRNHR0euX78OgL29PZGRkTx//jzefo8fPyZHjhxJ8pmJYdB91KpVq8bWrVt58OABSil8fX25du3aBzv0RURExLuXHRoamoKJUwELCyJ++omyQPu9e/lj+nStEwkhPte9ewypWpUjL17Q28QEtWkTDBokD7EVadrTp08JDAwkZ86cAJQtWxZzc3N8fHzi9nn06BGXLl2iSpUqWsU07EJt7ty5ODk5kTt3btKlS0fDhg2ZP38+1apVe+97PD09493LdnJySsHEqYNF3bo0dHYmJ6DmzoXP6LgphNDY6dNQsSKLQkJoaWHBum3b0LVooXUqIZJcWFgY/v7++Pv7A3D79m38/f25d+8eYWFhDB8+nGPHjnHnzh0OHDhA06ZNyZYtGy1btgTA1taWnj17MmzYMPbt28e5c+fo3LkzJUuWjBsFqgllIADl7e0db92PP/6oihQporZu3arOnz+vfvrpJ5UhQwbl4+Pz3uOEh4er4ODguCUgIEABKjAwMJlbkLqE3bunXmTLphQoNXas1nGEEAmk1+vVxdmzlbK0jP05LllSqbt3tY4lxCcLDAxM0Pe3r6+vAt5aPDw81KtXr1T9+vVV9uzZlbm5ucqbN6/y8PBQ9+7di3eM169fq/79+6ssWbIoS0tL1aRJk7f2SWk6pQzjOQw6nQ5vb29a/POX3uvXr7G1tcXb25vGjRvH7derVy/u37/Prl27Pum49+/fJ0+ePAQGBpI7d+7kiJ56bdwYO1zf1BROnoQyZbROJIT4BDHR0Qxyc2PhkSP8AdRr0ADWr5eH2AqjIt/fsQz21mdUVBRRUVGYmMSPaGpqil6v1yhVGtO6NbRti19MDO5ubrx68ULrREKIj4mOxmTgQIKPHEEPXK1aFbZvlyJNCCOlaaH2ofvJGTNmpGbNmowYMYIDBw5w+/ZtvLy8WLlyZdz9ZJH8ImbMoIuJCbtCQ/lB+rUIYdhCQ6FZM3QLFrAE2Nu3L/0PHQIzmYRGCGOlaaF2+vRpXF1dcXV1BWDo0KG4uroyfvx4ANatW0f58uX54osvcHJyYurUqUyePJkvv/xSy9hpikWePCwcMYLewJDDh+H8ea0jCSHe4aKPD1OKFIE//gBLSyw2baL2woUyslMII2cwfdSSi9zjTgJKxfZV27QJSpeO7a8mz14SwmA89vWlaJ06vFCKXzNmpPPevVC+vNaxhPgs8v0dy2D7qAkDotPB/PmQJQv4+3N71CitEwkh3ti7F7sWLRihFFUtLWl88KAUaUKkIlKoiU+TIwfRs2fTByg8cyan163TOpEQaZ5++XJwd4eQEEZXr87+27fJLHN2CpGqSKEmPplZ586EODgQA/gOHw7R0VpHEiJNUno9k+vWpVWPHkRHR0OHDuh8fEin4TQ3QojkIYWa+HQ6HT/t3o1fhgyMePAAfvxR60RCpD1RUdzs0IHv9u1jC7C9ZUtYvRqSaP5DIYRhkUJNJEh2Z2dq/Pxz7IuJE+HyZU3zCJGm/PP4jUIbNrBOp2Nu27a02LQJTORXuRCplfx0i4Tr0gUaN+ZZZCTj69cn6vVrrRMJkeqFXrtGUOXKsGsXWFnRYssWBqxfr3UsIUQyk0JNJJxOh37BAmqYmPDdw4f8KA8gFiJZ/eXnh5uzMw0uX+ZF1qxw4AA0bap1LCFECpBCTSSKSZ48jOrZk2JArf374c8/tY4kROp04ACvmjblYVQUj0xNCfz1V3n8hhBpiBRqItG+WLgQ//r1qRwVBd27Q0yM1pGESD30eliwABo0IH9oKLtdXDhy9Cgl3d21TiaESEFSqIlE05mYYLFkCdjYwPHjRM2cqXUkIVKF0HPnGJQ3Lzu//hoiI6FNG0odO0bhChW0jiaESGFSqInPkycPzJzJBqDQN99wafNmrRMJYbyio+HHH5lVoQJzHzzgK52OiOnT4bffwNJS63RCCA1IoSY+m+rRg2XZsnEP+MHDI/YRAkKIhDl/HipVgm++YVh0NHWyZGGxlxcWw4bJ4zeESMPkp198Np2JCSv9/BhnY8OSkBDo1St2InchxEfpX79mcePGfOnqCmfOQKZMWC9bxt6//6Z+165axxNCaEwKNZEksjs58e3u3aQzM4P162HuXK0jCWH4jh3jqrMzX+3cyS9Ksb9aNQgIiB2co9NpnU4IYQCkUBNJp3JlmDEDBSwYOhS/efO0TiSEYQoLg8GDoWpVit+6xf+srZnh4UENX1/ImVPrdEIIAyKFmkhaAwawpFw5vtbraTdoEH9fuaJ1IiEMyvG5c6meLRtBc+bEdhHw8GDSvXsM9fLCzMxM63hCCAMjhZpIWjodX+zYQZn06flGryfr11/HjmQTIq17/Ro1cCD9Bg3icEQE462tY6eD8vKCLFm0TieEMFBSqIkkZ2Vnx/ETJxhmbY3uwAEYP17rSEJo6+xZKFsW3U8/sRzoXqwYnpcuQYMGWicTQhg4KdREsjAvVQqWLAEg2tMT/zlzNE4kRMqLCg/nu3r1WFW+PFy5Avb2lNq5k2VXrpA1Xz6t4wkhjIAUaiL5dOhAcN++1AeqDR5MwO7dWicSIuXcusUKZ2fG791LP72eJ40bw8WLIFNACSESQAo1kaysZ85ElzEjALe//hpev9Y4kRDJTClYtgxcXOh28ybupqYs6NuXbFu3QrZsWqcTQhgZKdREsjKzsmKtnx+nMmWi8a1bMGCA1pGESDY3T55kZNGiqJ49ISwMs+rV2XnjBp0WLkQnswsIIRJBfnOIZGdXujTFN2yIfYDn0qXo/+m7JkRq8mrjRipXqsQP16+z0MQEpk0DX1+QvmhCiM8ghZpIGXXrwnffcQ0o26cPh5Yu1TqREEkjIgK+/hqrNm0YqxRuVla4b9sG33wDpqZapxNCGDkp1ETKGT2a6Xny4K8Ug77+GvXsmdaJhPgsN06c4K/q1WHBAgD6DxnCvidPyNeokcbJhBCphRRqIuWYmDDr6FF6ZcjAjshIdJ07Q0yM1qmESJTja9dSqUoVmp06xauMGWHXLkxmzsTEykrraEKIVEQKNZGirHPnZvHBg+S0tIQ//oCxY7WOJETC7d5N1t69UXo9egsLXv7xhzy8VggBQExMDNOnT6dChQrY29uTJUuWeEtCSaEmUp6rK/zTR+3Q1Kms7NdP40BCJMD8+dC4MYVfvsS3TBkOXL1K9ipVtE4lhDAQkyZNYubMmbRr147g4GCGDh1Kq1atMDExYeLEiQk+nhRqQhsdO3Kua1dqA73mz+fkqlVaJxLig6Jev2agiwsX+vWLvWXv4UGpo0exdnTUOpoQwoCsXr2axYsXM3z4cMzMzOjYsSNLlixh/PjxHD9+PMHHk0JNaKb00qW0srenJVBizBh48kTrSEK8W0gIE5yd+enCBZoDEd99B8uXg4WF1smEEAYmKCiIkiVLApAhQwaCg4MBaNKkCTt27Ejw8aRQE5rRmZmx8tw51hUsiHVgILRvD1FRWscSIr47d6BKFUbcukU5nY6fRo3CYuzY2OcCCiHEf+TOnZtHjx4BUKhQIfbs2QPAqVOnsEjEH3dSqAlNWdjbo9uyBTJkAF9fjn3xBUoprWMJAcCz3buhQgW4fJnMOXNy4vhxmnh6ah1LCGHAWrZsyb59+wAYNGgQ48aNo3DhwnTt2pUePXok+HhmSR1QiAQrUQJWrWJMixZ4btjAHDMzBq5Zo3UqkcZtGTqULrNmsRZoXLo0bNuGSe7cWscSQhi4qVOnxv27TZs25MmThyNHjlCoUCGaNWuW4OPJFTVhGJo3J/s/jzd48ttvcOKExoFEmqUUTJ3K9lmzCAW8HBzg0CGQIk0I8QkOHjxIdHR03OuKFSsydOhQGjVqxMGDBxN8PCnUhMEYvGMHR2vU4Du9Hlq1gn/u8QuRYvR6GD4cRo9mPjCndm3W3r4de2teCCE+Qa1atXj2jpl3goODqVWrVoKP98mFWpYsWfj7778ByJw581sPcPuch7kJAaAzNaXy9u3g5AQPH6JatiQiJETrWCKNiA4PZ2OdOjBzJgDmM2YwcN8+zNKl0ziZEMKYKKXQvWOw0dOnT7G2tk7w8T65j9qsWbOwsbGJ+/e7Qgjx2WxsYMsWwsqVo9uJE6RzdWX19evoTOTir0g++pcvaVuoEJuDgvhRp2O4lxd07ap1LCGEEWnVqhUAOp2Obt26xRvhGRMTw4ULF6iSiIdjf3Kh5uHhEffvbt26JfiDhPhkhQpxccIEtgwdiu7WLUaNHUupKVO0TiVSq+BgTJo1o0pQEH8ABUeNkiJNCCN08OBBfvzxR86cOcOjR4/w9vamRYsW79y3b9++LFq0iFmzZjF48OC49Tdv3mT48OEcPnyYiIgIGjZsyE8//USOHDk++vm2trZA7BU1GxsbLC0t47alS5eOSpUq0bt37wS3K1GjPs+ePYu5uXncA922bNnC8uXLcXJyYuLEiaSTWwXiM1UeMoTFx49TZP16Sv34I9SvD25uWscSqc1ff0HDhuDvz4iMGWn9yy8U6NBB61RCiER4+fIlLi4udO/endatW793v82bN3PixAkcHBzeen/9+vVxcXFh//79AIwbN46mTZty/PhxTD5yZ2f58uUA5MuXj+HDhyfqNuc7qUQoV66c+v3335VSSt28eVNZWFiojh07qkKFCqlBgwYl5pDJJjAwUAEqMDBQ6ygiofR6pTp2VAqUypRJ6f39tU4kUpErPj6qT8aMKhKUsrNT6tw5rSMJIf7lzfd3QECACg4OjlvCw8M/+l5AeXt7v7X+/v37KleuXOrSpUvK0dFRzZo1K27b7t27lYmJiQoODo5b9+zZMwUoHx+fpGhSoiTqitq1a9coXbo0ABs2bKBmzZqsWbOGI0eO0KFDB2bPnp00VaRI23Q6WLIE7t3j0ZEjdCxfnp83b6ZEo0ZaJxNGLuLsWeo3aECgXk82W1smHzkChQppHUsI8Q5OTk7xXk+YMCFRk5vr9Xq6dOnCiBEjKFGixFvbIyIi0Ol08fqWpU+fHhMTEw4fPkzdunXfe2xXV9dP7rt/9uzZBOVOVKGmlEKv1wOwd+9emjRpAkCePHniRoZ+ik+5n3zlyhVGjhyJn58fer2eEiVKsH79evLmzZuY6MLYWFnB9u0MzZ8fvxcv6NayJSdv3ECXJ4/WyYSxOnoUi8aN+VmvZ4qlJYMPHZIiTQgDFhAQQK5cueJeJ2YaJoBp06ZhZmbGwIED37m9UqVKWFtbM3LkSKZMmYJSipEjR6LX6+OmhHqf9/WFSwqJKtTKli3L999/T926dfHz82PBggUA3L59+5M63L3xsfvJN2/epFq1avTs2ZNJkyZha2vLlStXSJ8+fWJiC2OVKRM/Hz/Oq7Jlmf3yJbr69eHgQcieXetkwshEbN2KRYcO8Po1TStXpvG2bZhkzap1LCHEB9jY2JAxY8bPOsaZM2eYM2cOZ8+efe+Vr+zZs7Nhwwa++uor5s6di4mJCR07dqRMmTKYmpp+8PgTJkz4rHwflJj7pefPn1fOzs7K1tZWTZw4MW59//79VceOHRN1D5Z33E9u37696ty5c6KO94b0UUtF7t5VKk+e2D5rZcoo9eKF1omEEZnj4aGcQT0FpRo2VCosTOtIQogP+Jzv7//WFLNmzVI6nU6ZmprGLYAyMTFRjo6Ob73/yZMn6vnz50oppXLkyKF++OGHBH3+8+fP1eLFi9WoUaPU06dPlVJKnTlzRt2/fz/BbUnQw6levXpFv379cHd3JygoCHd3d/r16xe3/ccff2TFihVJUkDq9Xp27NhBkSJFaNCgAXZ2dlSsWJHNmzd/8H0RERGEhITELaGhoUmSRxiAvHnBxweyZ+fM2bM0yp+fkKAgrVMJI/BiwQI8V6zgErCmbFnYsgWSakSWEMLgdenShQsXLuDv7x+3ODg4MGLECHbv3v3W/tmyZSNTpkzs37+fx48fJ2iOzgsXLlCkSBGmTZvG9OnTefHiBQDe3t6MHj06wdkTVKhNmDABLy8vGjduTKdOndi7dy9fffVV3Pb06dNjbm6e4BDv8vjxY8LCwpg6dSoNGzZkz549tGzZklatWuHn5/fe93l6emJraxu3/LcTojByRYsStX077XQ6/nj+nLGVKkFkpNaphCFbupRM/fqxH5havjz9TpwAeYSQEKlOWFhYXBEGsd2x/P39uXfvHlmzZsXZ2TneYm5ujr29PUWLFo07xvLlyzl+/Dg3b95k1apVtG3bliFDhsTb52OGDh1Kt27duH79eryuWu7u7oma6zNBtz4LFCig1q5dG/f6xIkTyszMTEVHRyf4Ut5/8Z/LlA8ePFDAW7dSmzZtqjp06PDe44SHh8cbxhsQECC3PlOh00uWqGYmJioYlGrfXqkk+H9QpD5Pp0+PvVUOSvXrp1RMjNaRhBCfKKG3Pn19fRXw1uLh4fHO/f/7eA6llBo5cqTKkSOHMjc3V4ULF1YzZsxQer0+QbkzZsyobty4oZRSKkOGDOrmzZtKKaXu3LmjLCwsEnQspRL4eI7AwECqV68e97pChQqYmZnx8OFD8iTxKLxs2bJhZmb21hWx4sWLc/jw4fe+z8LCIt6IkBCZKzJVKtuzJ1ty5YJmzeC338DWFhYujH2khxDAzJYtmbZ5M/uBEoMHx87hKf9/CJFqubm5oZT65P3v3Lnz1rqpU6cyderUz8qRPn36d9YeV69eJXsiBsEl6NZnTEzMW7MOmJmZER0dneAP/ph06dJRvnx5rl69Gm/9tWvXcHR0TPLPE0aoYUNYvRpMTNiwaBEDypZF/fPYGJG2RU6bxurNm3kM7KhZU4o0IUSKad68Od9++y1RUVFA7Nyf9+7dY9SoUR+cMeF9EnRFTSn11kSj4eHhfPnll/GmSti0adMnHS8sLIwbN27EvX5zPzlLlizkzZuXESNG0L59e2rUqEGtWrXYtWsX27Zt48CBAwmJLVKztm25c+sWnUaNIvrcOap06kTHdeu0TiW05OlJujFj8AHWu7vTd/t2KdKEEClm+vTpNGrUCDs7O16/fk3NmjUJCgqicuXKTJ48OcHH06kEXCfs3r37J+33Zr6rjzlw4AC1atV6a72HhwdeXl4ALFu2DE9PT+7fv0/RokWZNGkSzZs3/9TI3L9/nzx58hAYGEju3Lk/+X3CuCxu25Yzv//Oz4Dp/Pnwr0EuIo1QiluDB1Ng7tzY199+C+PGaZtJCJFoxv797evry5kzZ9Dr9ZQpU+aDMxt8SIIKNWNk7CdaJMC4cfD997H/XrIEevbUNo9IOUoxvV49xuzbx0ag6dSpMHKk1qmEEJ/BGL+/9Xo9Xl5ebNq0iTt37qDT6cifPz9t2rShS5cunzzN1L8lqI+aEAbt229h0CAUMKZXL2a1b691IpESlEJ98w2n9u0jCvBv2FCKNCFEilNK0axZM3r16sWDBw8oWbIkJUqU4O7du3Tr1o2WLVsm6riJmkJKCIOk08GsWey9exfPzZth/XpqFS9O6URM3iuMhFIwZAi6OXNYDbTt2ZM2S5ZonUoIkQZ5eXlx8OBB9u3b91a3rv3799OiRQtWrlxJ165dE3RcuaImUhedjrobNzKufHnmAKW//RaWLdM6lUgGKiqKoy1bwpw5AJj98osUaUIIzaxdu5YxY8a8s+997dq1GTVqFKtXr07wcaVQE6mOzsSEb0+cYOCAAbFXXHr1Qi9f4KmKevKEbnnzUnXLFqZBbDHep4/WsYQQadiFCxdo2LDhe7e7u7tz/vz5BB9XCjWROul0sVda+vcnUila9e7NT198oXUqkRT8/dGVL49LUBBmQPoePeATR6QLIURyefbsGTly5Hjv9hw5cvD8+fMEH1cKNZF66XQwdy7r69VjC/DNmjXcnzFD61TiM0SuWgVVqsDduwwpWBD/zZsZtHSp1rGEEIKYmBjMzN7f9d/U1DRREwTIYAKRuul0fLFrF9crVqTa6dPkHjECsmaFbt20TiYSIPL1a0ZUr87FM2fYA5g1bIhuzRpKZM6sdTQhhADePSnAv0VERCTquFKoiVRPZ2LCpJMnoX9/mD8fevQgIioKi969tY4mPsXz59xr1oxlZ84QBuxr25YGa9eCqanWyYQQIo6Hh8dH90noiE+QQk2kFTodzJsHwOP586nbpw9fHT7MVytWaBxMfNDly9C8OYVu3mRlunSYDhhAg+nTtU4lhBBv+dRZmRJK+qiJtOOfYm11lSpcBCavXEnowoVapxLvoNfrmdqlC3+WLw83b4KjIy1PnKCZFGlCiDRGCjWRtuh0DD50iO8rVMAXsPn669jbocJw6PVMdHNj9KpVtH79moiaNeH0aShdWutkQgiR4qRQE2mOzsSE/x07RuGvv459zlq/flz/6iv0MTFaR0uzXr58ye3z52HzZmjcmK8PHaIAMKxuXSz27oVs2bSOKIQQmpBCTaRNJiaxfdYmTiQAqLBwIZ0KFyYiLEzrZGlHRAT4+rKpdWuy2NjQs3RpaNkSdu3C3sKCK0uW0MPHBz4w3F0IIVI7+Q0o0i6dDiZM4M+gIF4uXMi927eJad0aNm0Ca2ut06U+ej3eM2eyftUqepuZUTsgAF6/xhmIBB4AMUWKYFqvHvTuTToXF40DCyGE9qRQE2leqwUL2Js3LyW+/RarPXugdm3Yvh2yZ9c6mtGLjIggna9v7BRP+/ez6+lT1gE5gNoA9vYUrlOH66VKUbBjR3R58mgbWAghDIwUakIANUaPBjc3aNIETp7kt1KlKOnlhVODBlpHM0rRr18zunVrvPbs4UJMDDn/Wd/R0hK73Llp3qxZ7LRPTk7odDoKaZpWCCEMl/RRE+KNypXhyBH22dnxRVAQ1dzdubV1q9apjEtoKMyciVnRohz/4w/+jonhV3NzGDwYjhzBLTiY765do9z06VCiROztZyGEEO8lV9SE+LdixXDZt4/yFStS+NUr8nXqBN7eUK+e1skMllIKn99+Y/m337LiwQPShYQA4Jk5M8FNm+I+c2bstF1CCCESTK6oCfEf2Zyd2XfjBkvc3DB5+RIaNUL9+qvWsQzTn38S1bMn3Tt2ZN2VK6wJCYEiRWDxYqo9fEjjFSswkSJNCCESTQo1Id7BKmdO0u3aBR06QHQ033Ttytg6dVB6vdbRDMKljRuhRQsoXpx0y5czChiUMye1Fi2CK1egVy9In17rmEIIYfTk1qcQ72NhAatXc0KnY/ratbB/P43btaPyunVp9tleMTEx9K9fn0X79/MHUB+geXMGjBgBVatqnE4IIVIfuaImxIeYmFBxzRoWtWmDJ1B540Zo3jy203xaEx2NyYgRROzfjwKuODnFXj3bvFmKNCGESCZSqAnxCXpv2MCo33+PvZ23cydhVapw6/BhrWOlnGfPoFEjdLNmsQDY36ULgy5ehGLFtE4mhBCpmhRqQnyq1q3Bz48YOzs6XrpEhRo1OLJ0qdapkt3vs2YxokAB8PEBKyssNmzAbeXK2Gm4hBBCJCv5TStEQlSoQIiPD0Hp0/NSKUz79Yu99ZdKXV+wgPZDhzI9OJitdnZw7Bi0aaN1LCGESDOkUBMigTKXKoXfrVv4VKhApYgIaNUKZswApbSOlnT0evjuOwp//TXfAkNy56bR+fNQqpTWyYQQIk2RQk2IRLDKmZNqR47AV1+BUgQOH84QFxciwsK0jvbZbl28yIsWLWD8eADG9O/PzFu3MLO31zaYEEKkQVKoCZFYZmbw88/oZ8ygJTD74kUGFisGwcFaJ0u0g+vWUd7VlU7bthFjZgZLlqD76ScwN9c6mhBCpElSqAnxOXQ6TIYOZfKECRTR6Rjz4AFUqQJ37midLOH278e6b19excTwt7k5wdu3Q8+eWqcSQog0TQo1IZJAg4kTuXz8OI4ODhAQABUrErx3r9axPt2BA9CwIWVDQthbrBh+AQFkadBA61RCCJHmSaEmRBIxq1ABTpyA0qU59fgxeevVY2arVgY/7dTJ9et53Lw5REVBy5ZUPXcOy0KFtI4lhBACKdSESFq5c8OhQ/xasCAhwCFvb+jUyWBnMrh+/DjuHTtSMSSEW2XKwJo1MkenEEIYECnUhEhqGTIw59o1lnXowHJTU3S//Qbly8OlS1oni+/1a/RffklmvR47CwtyentLkSaEEAZGCjUhkoHOxITua9eS6eBByJULrl7lO1dXlvTogTKE563p9dC1K0XPn+e4rS1b9+3DMm9erVMJIYT4DynUhEhOVarAuXOcqFCB8dHR9F6+nOMtWkB4uGaRlFLc798ffv8dzM3JtmULOWRSdSGEMEhSqAmR3LJnp/zhw3jWqcNAoPLWrVC5Mty8qUmcH9u0ocSCBewBWLYMatbUJIcQQoiPk0JNiBRgYm7OqL17mbNnD2TLBv7+vCpThm1jxqRojpidO9m5aRMhwJ/u7tC5c4p+vhBCJJeDBw/StGlTHBwc0Ol0bP7APMx9+/ZFp9Mxe/bseOuDgoLo0qUL9vb2WFtbU6ZMGX7//ffkDf4RUqgJkZLq1YNz51CVK/N1SAjNPD2ZULly7KMxktvFi5h26MBu4Ndq1RiwfXvyf6YQQqSQly9f4uLiwrx58z643+bNmzlx4gQODg5vbevSpQtXr15l69atXLx4kVatWtG+fXvOnTuXXLE/Sgo1IVJa7twoX19yV6yIGVDr+HFwc4P795PtI6Pv3YPGjSE0FAs3Nzrv24fORH78hRCGLzQ0lJCQkLglIiLinfu5u7vz/fff06pVq/ce68GDB/Tv35/Vq1dj/o6p8Y4dO8aAAQOoUKECBQoUYOzYsWTKlImzZ88mWXsSSn5TC6EBEwsLvj9+nOsLFuCWMSMcPQquroRs3JjknxUWFETl4sVZEBgIRYvCpk2QLl2Sf44QQiQHJycnbG1t4xZPT89EHUev19OlSxdGjBhBiRIl3rlPtWrV+O2333j27Bl6vZ5169YRERGBm5vbZ7Tg85hp9slCCPJ9+WXs7dC2bXly7hxl2rShU+XKfL9vH+aWlp//ATExeNWrx+lXr7in09F+zRqyZM78+ccVQogUEhAQQK5cueJeW1hYJOo406ZNw8zMjIEDB753n99++4327duTNWtWzMzMsLKywtvbm4IFCybqM5OCplfUkqLjnxBGr2BBOHqUzTVqcB/YcuwYEfXrw6NHn3/soUPpd+kSU01N2bxwIVnKlPn8YwohRAqysbEhY8aMcUtiCrUzZ84wZ84cvLy80Ol0791v7NixPH/+nL1793L69GmGDh1K27ZtuXjx4uc04bNoWqglRcc/IVKF9Onp7efHhkGD+N3SkgyHD4OrK/j6JvqQavJkmDsXHTBy7Voq9+mTdHmFEMKIHDp0iMePH5M3b17MzMwwMzPj7t27DBs2jHz58gFw8+ZN5s2bx7Jly6hTpw4uLi5MmDCBcuXK8fPPP2uWXdNbn+7u7ri7u39wnzcd/3bv3k3jxo1TKJkQ2mgzezZ8+SW0bQuXLuFdpw4X3NwYu3s3pu/o+Po+0xs14s8//mARYDJ9euzxhBAijerSpQt169aNt65BgwZ06dKF7t27A/Dq1SsATP4z0MrU1BS9Xp8yQd/BoPuofUrHv/+KiIiINyIk1EAnwxbivYoVgxMneNKrF93WriXE1xd7Fxf6+vlB9uwfffvVESMY9ccfxADNOnem2bBhyZ9ZCCE0FhYWxo0bN+Je3759G39/f7JkyULevHnJmjVrvP3Nzc2xt7enaNGiABQrVoxChQrRt29fpk+fTtasWdm8eTM+Pj5s1/BxRgY96vNTOv79l6enZ7zRIU5OTsmYUIhkYmVF9jVrmNe7N/VNTOhx5UrsrdDDhz/8vhkzKDp9OquASbVq0ezXX1MkrhBCaO306dO4urri6uoKwNChQ3F1dWX8+PGf9H5zc3N27txJ9uzZadq0KaVKlWLlypWsWLGCRo0aJWf0D9Ipg5ghGnQ6Hd7e3rRo0QKI7fjXuHFjzp49G9c3LV++fAwePJjBgwe/9zj/vaL24MEDnJycCAwMJHfu3MnZBCGShbp4EV3btnD1KsrEhK2dO9N06VJMzOJfEI+aPh3zESNiX0yYABMnpnxYIYRIIvfv3ydPnjxp/vvbYK+ofUrHv3exsLCINzrExsYm5UILkQx0JUvC6dPQqRPz9XparFxJc3t71L/mCp3WrBm1R4wgFGDcuNhCTQghhNEz2D5qn9LxT4g0I0MGWLUKC1NTrH79lbpPn6IrVQqmTuWv0FCmbtvGC2BjkyZ0mzQJPjD8XAghhPHQtFD73I5/QqQpOh29Vq6kXq9e5B4/Hvz8YOBAcgA+wH43N7pt3SpFmhBCpCKa3vr83I5/QqRFjjVqYLp/PyGtW8etOwgUdHQEDYeQCyGESHqaXlFzc3MjIWMZ7ty5k3xhhDAiU9u0YaG3NweA0xYWjI+I4NKKFXDjBixbBkWKaB1RCCFEEjDYwQRCiHd7uWABy729uQtsc3Oj9cuXnJ44kXwZMsCRI+DiwtEBA4gKD9c6qhBCiM8khZoQxiIiAr7/Hut+/fAF5ru5MWD/fnSmphSbMAEuXYJ69QgID6fWvHlUzJqVZ8ePa51aCCHEZ5BCTQgDFxMdzeL+/ZmVK1fsozeUwqFfP77avz/+wAFHR9i9m3uDBmEN5Hz1isw1a8L06dJ3TQghjJQUakIYsqtX2VOpEn1+/pkxT59yN3t2WLkSfvrp3aM7dToazp5NwOnTLHFzQxcZCSNGEFWrFrc/NquBEEIIgyOFmhAGSAUHw4gR4OxMwzNnaKnT4VmnDg5//gldunz0ERz2ZcuSc/9+WLQIrK2ZcvAgztWrs7JvXzCMyUiEEEJ8AinUhDAgkeHhzOjQgcrZsxM1fTpER6Nr0oRNV68yeO9ezLNk+fSD6XTQuzf6s2c5YmvLK8B80SJo1w6ePk22NgghhEg6UqgJYShOnuRV1ar88NtvnIiKYk2OHLBjB2zbBoULJ/qwJkWKsOvxY7Z27kxHMzP4/XcoWZIwb+8kDC+EECI5SKEmhMae/fkn9OgBFSuS6exZ5lpYsKRNG7rcuQONGiXJZ5ikS0fTX3+F48ehWDHCHz2iUqtW9HZyIuzx4yT5DCGEEElPCjUhNKJiYpjRti15ixfn6PLlsSu7dqX97dv03LABk/Tpk/5Dy5aFs2fxadKEAGDblSu8rlwZTp1K+s8SQgjx2aRQE0ILV6+iq12bi7//zktgdbZscPQorFgBOXMm72dbWtJ02zb2//gjv2bJQvZbt6ByZfj2W1RUVPJ+thBCiASRQk2IFPTy+XPCxo6FUqXg4EFmWFqyvH175j18GFsspSC34cOpd/06tG8PMTEcnjCBCpkycerXX1M0hxBCiPeTQk2IFOI3fz4lc+Rg1OTJEBkJDRuSNSCAbuvWoTM31yZUliywbh1q9WqGmJpy+tUrlnXtCoMHQ0iINpmEEELEkUJNiOQWEgL9+xPdrx+3o6LYYWJC2NKlsHMn5MundToAdJ06sf3sWb4uVAhPgDlzoHhxItauRcmsBkIIoRkp1IRIJkop7i9bBk5O8PPP1AFW16jBxVu3yNCjx0cfWpvScpQqxc/Xr5Np924oWBAePqRfp040sLPjpq+v1vGEECJNkkJNiGQQdP489e3tqdSzJyEPHsQWPnv30snPjwyOjlrH+7D69eHSJR4OGcJqwOfpU4IaNoQpU2Jv2QohhEgxUqgJkZSeP4fx47GtVo3bjx/zFDjRrh1cuAB16mid7tOlT4/DzJlc2LWLuYULUzUyEv73Pyhdmr+3bNE6nRBCpBlSqAmRBAIvXsSzTh2UoyN89x2WYWGsLV6ci1u2UO+338DKSuuIiVK4QQMGXL0Kq1aBnR3Pr1yhRIsWdC5YkOCbN7WOJ4QQqZ4UakJ8jhcveD1mDC6lSjFm/352hoZCyZLw+++Uv3SJQs2aaZ3w8+l08MUX8Oef7KlblyfA2Vu3sCxXDmbNgogIrRMKIUSqJYWaEIkQfPcuTJwI+fJh6elJL6CGlRXZpkwBf39o3RpMUtmPV+bMtPfx4eSyZSwvVIh0L17A0KGo4sXZMXo0+pgYrRMKIUSqk8q+SYRIXtF//83X5cvjkC8fNydNguBgcHZm8tq1+IWGUnH06NRXoP1Hue7dqXjlCixeDPb2bLh9myZTp1I3SxbU0aNaxxNCiFQldX+jCJFUgoNh0iTMChXizunTvAI22NnB+vVw/jzmHTqk+gItHjMz6NULrl/nRZMmZADcQkLQVa0KbduC9F8TQogkkYa+WYRIuHuXLzOsalVeOTrG3uoMDmZqwYL4TpjAqEePYouStFSg/VeGDPTZto0b/v4M8/CI/W/x++9cLVaM/qVL8/jqVa0TCiGEUUvD3zBCfEBoKOr772lQqhQzjx5lYXBw7INr162j1LVruE2cmLYLtP/I4eKCtZdXbP+8hg0ZGR3Nz+fPM6BkSZg5UwYcCCFEIsk3jRD/8vD6dZSnJ+TPj27cOEbo9dSysqLSpEmxz0Jr314KtA8pWRL++IMhP/5IJSsrJkZFwbBhsdNRrVxJTFSU1gmFEMKoyDeOEAAvXzKkenXyFSnCnjFj4OlTKFKE7qtWsT8khCrjx4OpqdYpjUbN4cM5FhJC8WXLwMEBbt/mBw8PSmXMyL5p00AprSMKIYRRkEJNpG2vXsH06ZA/Pxw+TBSwy9YWVq6Ey5fRffGFFGiJZWoK3bvDtWtET5rEUp2OgPBwnowaBXXrwqlTWicUQgiDJ4WaSJMuHztGz/LluZM3L4wYAU+eMDJvXg6OHs2sv/+GLl1iRzaKz2dtjdn48fhfv86smjVpZ24O+/dDhQqcrFuXK3/8oXVCIYQwWFKoibTlzh0YPJiR1auz7PRppjx9Gns1belS7G/coPqUKVKgJZNMBQsy+MABTK5fh65diQF67tuHc6NG/F6/Pjx6pHVEIYQwOFKoiVQvKiqKdd9/T1irVlCwIMyZw4iYGFpnzEiP//0Prl6FHj3A3FzrqGmDoyOsWEHI4cMUypGDjEAdHx8oVAjGjo19Zp0QQghACjWRmsXEwObNuGfPTsdx41ju7Q16PdSrR81du/j9xQsqff+9FGgayVy1Kt5BQfzp7U3mSpVi+wtOnsxAe3umNGzIi7t3tY4ohBCak0JNpDqPbt5E/fwzFCsGLVvSJjiY7IB5pUpw/jzs2QMNGsRONi40l6NFCzh6FLy9uZgvH/PCw/nf7t08dHKCb76BBw+0jiiEEJqRQk2kHk+e0K98eRwLFcKnf3+4cQMyZ6b7iBHcu3mTL48dg1KltE4p3kWngxYtcPrzT1b26cPQrFlxevUKfvwR8udnY+3aXNy8WeuUQgiR4qRQE8bv3j0YNAgcHTE/fZoowMfWFn76Ce7dw+KHH0hfoIDWKcUnMLWwoPMvvzDj8WPYvh1q1CA0Kopevr6UatmSI9WqweHD8hw2IUSaIYWaMFo3du2iR+HC3C1QAObOhdevGVWqFMcmT+bHp0+hf3/IkEHrmCIxTEygcWPw8yNkyxbq5cpFcaDykSNQvTpUrUrgkiUy04EQItWTQk0Yn1OnoFUrvnZ3Z/mNG3jGxEDt2uDjg72/P5XGjJGH1KYiuZo1Y/39+5y9cAGTPn3AwgJ17BiNe/emmLU1Z8eNg8hIrWMKIUSykEJNGAeluO7lRXitWlChAnh7Mw5onCMHPZcvh337Yp92LwMEUq30JUvCL7/AnTvc+uor7ut0BEVFkf/772Mf7fHzzxAernVMIYRGDh48SNOmTXFwcECn07H5A/1a+/bti06nY/bs2XHr7ty5g06ne+eyYcOG5G/Ae0ihJgybUrBlC6McHCjWvTtLDhyIfSCthwfVAwLYHhRE+W7dtE4pUpK9PQXnzyfw4UN29utH5pw5ITAQ+vdnYNasTG/WjLDHj7VOKYRIYS9fvsTFxYV58+Z9cL/Nmzdz4sQJHBwc4q3PkycPjx49irdMmjQJa2tr3N3dkzP6B8kj2IVhmzwZxo0jH6AHLpQoATt2xD40VaRp1vb2VJ83L3au1qVLufr998wLCkJt20a9YsVwGTkSvv4abGy0jiqE+AyhoaGEhITEvbawsMDCwuKt/dzd3T9aUD148ID+/fuze/duGjduHG+bqakp9vb28dZ5e3vTvn17MmjY31muqAmDpWbMgHHjAOg+YACnfXxYdOmSFGkivvTpoV8/Cty4wZKuXRmQMSMuz5/DqFGQLx8He/bk+Z07WqcUQiSSk5MTtra2cYunp2eijqPX6+nSpQsjRoygRIkSH93/zJkz+Pv707Nnz0R9XlKRQk0YpP2DB+M+fDihAN99h8XcuZStW1frWMKAmVtb02PFCub+/Td4eUGRIoQ+e0bLZctwzJ+fi336wNOnWscUQiRQQEAAwcHBccvo0aMTdZxp06ZhZmbGwIEDP2n/pUuXUrx4capUqZKoz0sqUqgJgxO+eDFd5sxhN+BZuTL8739aRxLGxNwcPDwgIID706eTy8KCnIDT4sWxV2O/+Qb9w4dapxRCfCIbGxsyZswYt7zrtufHnDlzhjlz5uDl5YXuEwadvX79mjVr1mh+NQ00LtQ+NEIjKiqKkSNHUrJkSaytrXFwcKBr1648lF+wqdtvv5H+yy/ZArQvXJjx+/bJSE6ROKamFB82DP+wMPYtWoRp6dLw8iXqxx+pnjs3A1xceHL+vNYphRAp4NChQzx+/Ji8efNiZmaGmZkZd+/eZdiwYeTLl++t/X///XdevXpF165dUz7sf2haqH1ohMarV684e/Ys48aN4+zZs2zatIlr167RrFkzDZKKlKC2bIHOnUGvp1zv3qy7epX0lpZaxxJGzsTMjNy9e8PZs7B9O4eKF+eoUiy/cAFduXLQty/cuqV1TCFEMurSpQsXLlzA398/bnFwcGDEiBHs3r37rf2XLl1Ks2bNyJ49uwZp49N01OeHRmjY2tri4+MTb91PP/1EhQoVuHfvHnnz5k2JiCKFXFu2jO69erFKKfJ/8QUsWCBX0kTS0umgcWOqu7uzf+ZMbi1eTLZr12DRIli6lF/Kl6fm+PEU03AYvhAi8cLCwrhx40bc69u3b+Pv70+WLFnImzcvWbNmjbe/ubk59vb2FC1aNN76GzducPDgQXbu3JkiuT/GqPqoBQcHo9PpyJQp03v3iYiIICQkJG4JDQ1NuYAicQ4epG/v3hxVigH29rEdwWVmAZFMdCYm1Bo+nJ5Xr8LBg9CgAddjYvj6+HFKNGrEnaZN4eJFrWMKIRLo9OnTuLq64urqCsDQoUNxdXVl/PjxCTrOsmXLyJUrF/Xr10+OmAmmU8owZjfW6XR4e3vTokWLd24PDw+nWrVqFCtWjFWrVr33OBMnTmTSpElvrQ8MDCR37txJFVcklRMnoG5dHoaFMSBHDhacPo2dnCeRwq5v3MiI/v2JDgpi+5uVzZtzu2NH8rVti87EqP6mFSJVuH//Pnny5Enz399G8dsnKiqKDh06oNfrmT9//gf3HT16dLxhvAEBASmUUiSUOncOGjaEsDAcatdm4+3bUqQJTRRu3ZrNjx6x6dQpaNcOdDpebtmCa4cOOFtZcf/77+FfD9wUQoiUYvCFWlRUFO3ateP27dv4+PiQMWPGD+5vYWERbxivjTyV3CA9O3qU6hUqcPDFC6haFbZsARk4IDSWrlw5+O03CAjgXJMmRAHhERE4jBsHDg7Qty/PDx7UOqYQIg0x6ELtTZF2/fp19u7d+1ZHQGGkbt7k23r1OBIdTXcLC6I2bwYNp+cQ4i3FilFt2zYe3rnDhhEjMClePPbRHosWUb1mTcpnyECAp6dMAi+ESHaaFmphYWFxw2Th/0do3Lt3j+joaNq0acPp06dZvXo1MTExBAUFERQURGRkpJaxxed49QpatsTz1Su6ZMrE1n37MM+WTetUQryTraMjZX74AS5fhgMHuN6oEdeBgJcvyTVmDOTKBcOHE3H5stZRhRCplKaDCQ4cOECtWrXeWu/h4cHEiRPJnz//O9/n6+uLm5vbJ32GdEY0MN27x47qzJEj9rlWDg5aJxIiQZ5cusTpH3/E/cABuHcPgFbAk0yZmDliBOWHDYNEPDldCBGffH/HMphRn8lFTrThODRqFPemTeMLExPYuxfeUaQLYTRiYmDnTl7MnYv93r1EAAFA8WzZoGtXort1w6xkSa1TCmG05Ps7lkH3UROpx98HDtB+2jQ6AytatJAiTRg/U1No2pRMPj7cPHqUpU2aUNzBAf7+G2bOZEypUlSwsWH3sGHw8qXWaYUQRkoKNZH8QkLI3Ls3vQDnDBlo4+WldSIhklSuypXpsW0b3L0L27ahb9aMtcCpsDAiZs6MvcX/1VfEnDxJKr+JIYRIYlKoieSlFPTsiemNG3ybJw+n/vwTa3lkikitzMygSRNMtmzhzIULzGnShEb588c+g23hQpZVrIiLlRVre/SAFy+0TiuEMAJSqIlkdWvCBPS//w7m5rB+Pelz5dI6khApwq5kSQZu24bZjRuwbx907MivOh0Xw8N5sHx57FU2Dw/UwYMovV7ruEIIAyWFmkg297dto+J339ECCP72W6hUSetIQqQ8ExOoXRvWrGHL9ev81KoVXYsWhdevYeVK/GrWpEj69PzUogX89ZfWaYUQBkYKNZE8nj7lTI8ehAD3M2XCYtAgrRMJobnMBQvSf+NG7K5cgePHoVcvVpqZcSMqiktbtkDu3NC6NfzxByo6Wuu4QggDIIWaSHp6PXTpQvO//+ZY7txs8PUlvUwPJcT/0+mgYkVYvJi59+6xrFs3BpQqBdHRsGkT9xo1Il/69IyvUQP9rVtapxVCaEgKNZH0pk6FP/6A9Okps307BUuX1jqREAYrQ86cdF++HOfz5+HiRRg8mFWWltyLieHwoUOYFCoUe+t0+XKinj7VOq4QIoVJoSaS1K3Vq2n4v/9xD2DePHBx0TqSEMbD2RlmzWLYo0f8NmgQY8uUiR057etLeI8e5M2WjQ6OjjzfsCH26psQItWTQk0knUeP6NujB7uBr3Pnhh49tE4khFGysLWl3ezZ1D5zBu7cgcmT2ZsrF0HAsXv3sG3XLrY/27Bh/O3rK6NGhUjFpFATSSM6Gjp2ZHFkJA0zZGDBvn2x/XCEEJ/H0RHGjKHxvXucXrGC+U2aYJItG/z1F2rmTGrVrk0JKyv8hwyBhw+1TiuESGJSqInPFnPnDpFdu4KfH/kyZOCPU6fIU6SI1rGESFV0JiaU7dqVxtu2wYMHsGULgY0acQO4FRFBvtmzY6+y1anDzSlTeHLtmtaRhRBJQAo1kXiXL7OuRg0K58/PwrVrY9ctXgzFimmbS4jULl06aNaMvDt2EHTnDjsGDyZTtWqx/dn27+eb//2PnEWLsrRUKVi1CkJDtU4shEgkKdREwh0+DE2bgrMzLw4d4jbwq40N+PhAhw5apxMiTbF1dKTOrFlw6BDcuoV+8mQeW1sTA5S7eBG6dAE7O264u7N+2DBeychRIYyKFGri0+j1BMybR68cOdhXvTps3w46HR4tWrBw5Ej8goKgbl2tUwqRtuXPj8mYMRwKC+Pm7t2UGj8eihSB8HCW7tpF+5kz6WFvH1u87dgBkZFaJxZCfIQUauLDIiNh+XJwdmbRgAEsffyYH3Q66N0b/vwTS29v+k6dipWVldZJhRD/UqB+fXSTJsGff8LZs+SoXZt8pqa0jo6OvR3apAkv7OzoVbQoe6ZORUVFaR1ZCPEOOqWU0jpEcrp//z558uQhMDCQ3Llzax3HaEQGBbFx6FAq799Pvn/mH7yTIQPDHBwY+sMPVG3eXOOEQoiEUno9+qNHMd2wAdavxysoiO6AM3DRzg7atIntvlC1auwcpUJoSL6/Y8lPoojv9Gno3p1euXLRae1aZv71F+TMCdOmke/+fTZevSpFmhBGSmdigmm1ajBnDty/T+lFi/iyeHH6WFnB48cwfz76GjWolD49A11debpnT+wABSGEZqRQE8SEhbFt8GCCy5SB8uXBy4sv9HpympmRp00buH0bvvkGbG21jiqESCqmppTu3ZsFAQEMePEidtq3bt04bm3NiagovPz9sWrQAAoUgFGjeO7nJw/WFUIDcuszLbt1CxYsoOGcOeyOimIe0C9dOmjbFv2XXxJToQLm6dJpnVIIkYIiQ0PZ88MP3N+1iy+vXIGXLwGoC9wyM2N5+/bUHD48dno4eai1SEby/R1LrqilMSo6moPTpqF3d4dChWD6dBpHRZHVxISYJk0gMBBWrcKkWjUp0oRIg9LZ2NDku+/48tSp2Nuh69cT1rw5p4Db0dHkXb0aXF2hSBGuf/klp1evlittQiQjuaKW2ikVO1fgoUNw8CCNVq/mj/Bw9gD1ABo04HWvXujc3Ulvba1tViGEwXr1+DGHZs+mwdWrsHMnhIfTD5gPDMuUielffQVt20Lp0nKlTSSJNP/9/Q8zrQOIJKYUXLnCXW9vBi1cyMO//uLkv4bd5wIyAHfq1oUFC6BQISw1CyuEMBZWdnY0mDIl9kVYGOzYgW7MGKxu3aLuixfg6QmenjzMl4+59vY0796dyj16gJl8zQjxOeSKmrHT6zmyfDkbf/2VSq9e0e72bfj7b0KATIACHpia4lC+PNSowb2iRcncuDE2OXJom1sIkSq8/OsvLPbtw2zTJti5k7mvXzMIqAkcyJwZ6tUDd3eCK1fGtmhRreMKI5Lqv78/kfypY6zCw2H1apgxA78rV5gFtPtnwdKSjJUrszRDBorVrUv2Ll0gUyYA8mqXWAiRClnnyAGdOsUuYWGU/OEHOqxYQfUnT+D5c1i/nsj168kL5Eufnl29epGzbVuoXBnMzbWOL4TBkytqRibg6FFmDBjAsLt3cfpnzr7TlpYst7Ojfs2aNP/ySyhbNnbSZiGE0EpMDJw8Cbt2cfr336kQEEA2IIh/RrFlzMi6okUJKVqUpgMGkLNCBW3zCoOT2r6/E0sKNWNx8ybMmkXrBQvYpNfTA1iaJw8MHgy9ekHGjFonFEKI9/r7zz+5tnYtVW7ehN274e+/KQ+cBn4FOjs6gpsboZUq8dTZmXzVqmmcWGgt1Xx/fya59WnAoqOj+d3TE/fTp7Hdtg2UYjiArS29hwyBMWPk1oEQwihkK1aMbJMmxb7Q61GnT9NyzBgsTp6k5qtXcPcurFjB9hUr6AQ0trRke/v24OYWuzg6apheCO1IoWaIYmJg2zaa9ejBH8+f8wMwAsDdncrDh7OxVi0Z/i6EMF4mJugqVGDM3r2MgdhRpEePwoED3F21CrPAQIq+fg1eXuDlhQIqp0uHU968TBs4kOzNmknhJtIMufVpaO7ejZ0Y+fRplgMjgQmVKtFv8WJwdtY6nRBCJLuwoCBe+/mR3d8fDhzgz5MnKa7Xkx54AVgA5MvHzoIFeZwvH/V798ahYkUtI4tkYHTf38lECjUDsmHcOAr89BNlg4PB1pbIvn2J6dMHy4IFtY4mhBCaef34MQcXL+buwYP0CQ6G06chJgZ3YBcwGxiUNy+4uRFetSqPihUjX7Vq6Exk8h1jZkzf38lJCjVDoBSrO3Wi87p15AbOlipF9m3bIK88TEMIId4SGgpHj/L95MnsPHeOha9fUyomBoDdQEOgWrp0HGrfHmrXjl3k96nRMYrv7xQgf25oLSwMOnSgybp1FAM6lChBliNH5JeKEEK8j40NNGjA2IMHORoaSqkXL2JHko4Zw60CBTADCkVGwq+/Qvfu4OhIE2tr+hQvzv3582PnMBXCSMgVNQ2FnDtHxq5d4dIlMDcnbNo0MgweLAMFhBDiM7x8/JjQAwew9/cHX1+CTp4k5z8Tx/8NZAVwduaYkxN/FSxIzT59yJwvn3aBxTsZ8vd3SpIrahrZO3kyBcqWZeulS2BvDwcOkGHIECnShBDiM1nb2WHfrh1MmQLHjpHp0SO2jx/PD9Wrk9XFJXanS5eYt349LT09mZU/P1SoAMOGEb1hA48uXNC2ASJRDh48SNOmTXFwcECn07F58+b37tu3b190Oh2zZ89+a9uxY8eoXbs21tbWZMqUCTc3N16/fp18wT9CCrWUptfDt9+ydexYnirFT7a2qDNnoEoVrZMJIUSqlN7OjsaTJjHi4EHw94cnT2DDBgqVLUuxdOmoDXDqFMycydl27XBwcaF8+vTQtSv88kvsXY9/rsgJw/Xy5UtcXFyYN2/eB/fbvHkzJ06cwMHB4a1tx44do2HDhtSvX5+TJ09y6tQp+vfvj4mGA1PkOWopKTg49gd/61ZmALkrV2bgrl3oZFYBIYRIOdmyQZs2TGrThkmACgwEPz84coQr27eju38f+4iI2D5uv/4KQCMzM1SmTPzQvj0lW7WCihXB2lrbdoh43N3dcXd3/+A+Dx48oH///uzevZvGjRu/tX3IkCEMHDiQUaNGxa0rXLhwkmdNCLmilkKC/Pz4oVAh1NatYGGB+fLlfHP0KOmlSBNCCE3p8uSBzp1hwQI8AgN5fvcuP3l5wfjxUKcO4VZW7IuOZtfff2P1889Qpw7Y2uJTuDADSpViz+jRsc/ATN1dvjUTGhpKSEhI3BIREZGo4+j1erp06cKIESMoUaLEW9sfP37MiRMnsLOzo0qVKuTIkYOaNWty+PDhz23CZ5Eraingua8v5evU4b5SWGXKRH8fHyhXTutYQggh3sE2b15sPTziXptHRHBs40ZObt1KAYidRSEwkG03bjAPMLl4kfpTp4KDA6pyZX7W6ynXuDHlO3XC1NJSq2akGk5OTvFeT5gwgYkTJyb4ONOmTcPMzIyBAwe+c/utW7cAmDhxItOnT6d06dKsXLmSOnXqcOnSJc2urEmhltzu3iVzp06MVIoFVlY02LVLijQhhDAiphYWlOnUiTKdOv3/yvv3afbLL5hs307jV6/g1i14+JDbGzcyADD39iakXz9My5eHKlW45uhIxho1sJcZZhIsICCAXLlyxb22sLBI8DHOnDnDnDlzOHv2LLr3DNrT/9MPsW/fvnTv3h0AV1dX9u3bx7Jly/D09ExE+s8nhVpyevECGjeGoCD6lyxJX19fzLNm1TqVEEKIz5U7N3W/+466330X+/rVKzh9mtfe3jRbuxb9s2ekj4iAw4fh8GGGAjuARdmz07thQ6hcmegKFcDZGbNEFB5piY2NDRk/s5vQoUOHePz4MXn/9YzSmJgYhg0bxuzZs7lz5w45c+YE3r6CV7x4ce7du/dZn/85NO2j9rGhtEopJk6ciIODA5aWlri5uXH58mVtwiaQPjycnytWJPLyZXBwgB07pEgTQojUysoKatSgxKxZbAkKYltEBPz5JyxdCr168dLKCh3g8uRJ7ACFr7/mQLlyZE6fHo+cOWHcOPjjD3j+XOuWpEpdunThwoUL+Pv7xy0ODg6MGDGC3bt3A5AvXz4cHBy4evVqvPdeu3YNR0dHLWIDGl9RezOUtnv37rRu3fqt7T/88AMzZ87Ey8uLIkWK8P3331OvXj2uXr2KjY2NBok/kVJ8U7YsM65dY4epKTu2b4/trCqEECJt0OmgaNHYpUcPfBcvJvjuXawvX4YTJ+DYMU74+REWGUl0UBB8/33cW5tnyEC2nDmZ0LMneRs3BicnkHlLPyosLIwbN27Evb59+zb+/v5kyZKFvHnzkvU/F0vMzc2xt7enaNGiAOh0OkaMGMGECRNwcXGhdOnSrFixgj///JPff/89RdsSjzIQgPL29o57rdfrlb29vZo6dWrcuvDwcGVra6sWLlz4yccNDAxUgAoMDEzKuB82aZLaBSojqLUjR6bc5wohhDAa0RER6sLvv6uL48Yp5eGhVOHC6hko/ln+ih1HqlTGjGpH6dJqfI0a6uTs2Uo9f6519BSR0O9vX1/fuP92/148PDzeub+jo6OaNWvWW+s9PT1V7ty5lZWVlapcubI6dOjQZ7Ti8xnMFFI6nQ5vb29atGgBxI6+KFiwIGfPnsXV1TVuv+bNm5MpUyZWrFjxzuNERETEG7r74MEDnJycUm4KipUr4Z/RQn/PmEG2oUOT/zOFEEKkCuH37+OzaBFXDh/mG4CTJ+HlS7oBK4CxwHcAxYsTVbEiy6KiKOfujmvr1pikT69d8GQgU0jFMtjBBEFBQQDkyJEj3vocOXJw9+7d977P09OTSZMmJWu29zm9YAH5Bg4kG8DIkVKkCSGESJD0uXPT9NtvafpmRXQ0XLyI+7x5xPj6UjciAh4+hCtXuHTlCl8CmVav5ln37lC6NJQrx4ksWUjv4oJTkyaYy+NBjJ7BFmpv/HcYrVLqvUNrAUaPHs3QfxVIb66oJbc/t2+nfr9+ZFOKfU2bkmfKlGT/TCGEEKmcmRm4utJ+6VLav1n3+DEcP070pk3U374d25AQdFFRsdNgnTrFCOAQsMLcnK7lykG5cgQ7OXHPzo5iDRtibmWlXXtEghlsoWZvbw/EXll7M2QWYp8c/N+rbP9mYWER7xkrISEhyRfyjaAgVN++ZFSKrDY2ZFuxQjp+CiGESB52dtCsGeWbNWM3xPZku30bTp+G06fJvHw5tn//TfmoKDh2DI4dwwdoC1TR6Tji6gouLuDigr+1NXlq1SJrwYLatkm8l8EWavnz58fe3h4fH5+4PmqRkZH4+fkxbdo0jdP9y8uX0KQJxR8+5Fj+/Jj98QeWmTNrnUoIIURaodNBgQKxS7t2bPnhB/TR0ehu3oQzZ+D0aZ5s3UrGmzcpoRScPRu7AA2Bv4BTOXJQrnx5KF2ah3nyEJI3L4Xr1MHU3FzTpgmNC7WPDaUdPHgwU6ZMoXDhwhQuXJgpU6ZgZWVFp38/HVpDUeHhBDZrRoEzZyBbNnLu2QOFCmkdSwghRBpnYmb2/48H6dSJr2bO5MuYGF5duQLXr8P584SePo317t2YRkdT/K+/YPt22L4dL+B/QBdTU1aWKxd39e24qSnF3N3J9K+Hxorkp2mhdvr0aWrVqhX3+k3fMg8PD7y8vPjmm294/fo1X3/9Nc+fP6dixYrs2bPHIJ6hpvR6vixThk1XrrA5XTpqbt0qRZoQQgiDpTM1xdrZGZydoWVLbICbQNiDB1jfugXnz8P587zcsQPLR49wjomJfebbiROEAJX/Oc6zvHnJXKYMuLhww86OdCVLkrdqVenyk0wM5vEcySW5hve+nDaN+qNGcRzYPGoUTTWaA0wIIYRIajGRkUQGBGB59SqcP8+VI0doeOQIMTEx3P/Xfj2ATMDM3r1h0aIkzSCP54hlsH3UDJ11jhzsNTXlYI8eNJAiTQghRCpimi4dlqVLxz7yo317igN3gVeBgXDjBly4AOfPE71lC+VCQmJnTxDJQgq1xOrWDctKlWjwz9QTQgghRGpnlScP5MkD/3RbWgmxz3qLitI0V2omhdrnKFZM6wRCCCGEtszMYheRLKTnnxBCCCGEgZJCTQghhBDCQEmhJoQQQghhoKRQE0IIIYQwUFKoCSGEEEIYKCnUhBBCCCEMlBRqQgghhBAGSgo1IYQQQggDJYWaEEIIIYSBkkJNCCGEEMJASaEmhBBCCGGgpFATQgghhDBQUqgJIYQQQhioVD/dvV6vB+DRo0caJxFCCCHEp3rzvf3mezytSvWF2l9//QVAhQoVNE4ihBBCiIT666+/yJs3r9YxNKNTSimtQySn6Ohozp07R44cOTAxSdo7vaGhoTg5OREQEICNjU2SHtsQSPuMX2pvo7TP+KX2Nkr7Ek+v1/PXX3/h6uqKmVmqv670Xqm+UEtOISEh2NraEhwcTMaMGbWOk+SkfcYvtbdR2mf8UnsbpX3ic8lgAiGEEEIIAyWFmhBCCCGEgZJC7TNYWFgwYcIELCwstI6SLKR9xi+1t1HaZ/xSexulfeJzSR81IYQQQggDJVfUhBBCCCEMlBRqQgghhBAGSgo1IYQQQggDJYWaEEIIIYSBkkLtAzw9PdHpdAwePDhunVKKiRMn4uDggKWlJW5ubly+fDne+yIiIhgwYADZsmXD2tqaZs2acf/+/RRO/3Hval+3bt3Q6XTxlkqVKsV7nyG3b+LEiW/lt7e3j9tu7OfvY+0z9vP3xoMHD+jcuTNZs2bFysqK0qVLc+bMmbjtxn4eP9Y+Yz+P+fLleyu/TqejX79+gPGfv4+1z9jPX3R0NGPHjiV//vxYWlpSoEABvv3223hzbhr7OTQqSrzTyZMnVb58+VSpUqXUoEGD4tZPnTpV2djYqI0bN6qLFy+q9u3bq5w5c6qQkJC4fb788kuVK1cu5ePjo86ePatq1aqlXFxcVHR0tAYtebf3tc/Dw0M1bNhQPXr0KG55+vRpvPcacvsmTJigSpQoES//48eP47Yb+/n7WPuM/fwppdSzZ8+Uo6Oj6tatmzpx4oS6ffu22rt3r7px40bcPsZ8Hj+lfcZ+Hh8/fhwvu4+PjwKUr6+vUsq4z59SH2+fsZ+/77//XmXNmlVt375d3b59W23YsEFlyJBBzZ49O24fYz+HxkQKtXcIDQ1VhQsXVj4+PqpmzZpxhYxer1f29vZq6tSpcfuGh4crW1tbtXDhQqWUUi9evFDm5uZq3bp1cfs8ePBAmZiYqF27dqVoO97nfe1TKvYXTPPmzd/7XkNv34QJE5SLi8s7t6WG8/eh9ill/OdPKaVGjhypqlWr9t7txn4eP9Y+pVLHefy3QYMGqYIFCyq9Xm/05+9d/t0+pYz//DVu3Fj16NEj3rpWrVqpzp07K6WM/2fQ2Mitz3fo168fjRs3pm7duvHW3759m6CgIOrXrx+3zsLCgpo1a3L06FEAzpw5Q1RUVLx9HBwccHZ2jttHa+9r3xsHDhzAzs6OIkWK0Lt3bx4/fhy3zRjad/36dRwcHMifPz8dOnTg1q1bQOo5f+9r3xvGfv62bt1KuXLlaNu2LXZ2dri6urJ48eK47cZ+Hj/WvjeM/Ty+ERkZyapVq+jRowc6nc7oz99//bd9bxjz+atWrRr79u3j2rVrAJw/f57Dhw/TqFEjwPh/Bo2NFGr/sW7dOs6ePYunp+db24KCggDIkSNHvPU5cuSI2xYUFES6dOnInDnze/fR0ofaB+Du7s7q1avZv38/M2bM4NSpU9SuXZuIiAjA8NtXsWJFVq5cye7du1m8eDFBQUFUqVKFp0+fporz96H2gfGfP4Bbt26xYMECChcuzO7du/nyyy8ZOHAgK1euBIz/5/Bj7YPUcR7f2Lx5My9evKBbt26A8Z+///pv+8D4z9/IkSPp2LEjxYoVw9zcHFdXVwYPHkzHjh2B1HcODZ2Z1gEMSWBgIIMGDWLPnj2kT5/+vfv9+68miO1U+d91//Up+yS3T2lf+/bt4/7t7OxMuXLlcHR0ZMeOHbRq1eq9xzaE9kHsL8g3SpYsSeXKlSlYsCArVqyI68xrrOcPPty+oUOHGv35A9Dr9ZQrV44pU6YA4OrqyuXLl1mwYAFdu3aN289Yz+OntC81nMc3li5diru7Ow4ODvHWG+v5+693tc/Yz99vv/3GqlWrWLNmDSVKlMDf35/Bgwfj4OCAh4dH3H6p5RwaOrmi9i9nzpzh8ePHlC1bFjMzM8zMzPDz82Pu3LmYmZnF/fXw378GHj9+HLfN3t6eyMhInj9//t59tPKx9sXExLz1npw5c+Lo6Mj169cBw27fu1hbW1OyZEmuX78eNzrSWM/fu/y7fe9ijOcvZ86cODk5xVtXvHhx7t27B2D05/Fj7Xvfe4ztPALcvXuXvXv30qtXr7h1xn7+/u1d7XsXYzt/I0aMYNSoUXTo0IGSJUvSpUsXhgwZEncnJjWdQ2Mghdq/1KlTh4sXL+Lv7x+3lCtXji+++AJ/f38KFCiAvb09Pj4+ce+JjIzEz8+PKlWqAFC2bFnMzc3j7fPo0SMuXboUt49WPtY+U1PTt97z9OlTAgMDyZkzJ2DY7XuXiIgIrly5Qs6cOcmfP79Rn793+Xf73sUYz1/VqlW5evVqvHXXrl3D0dERwOjP48fa9y7GeB4Bli9fjp2dHY0bN45bZ+zn79/e1b53Mbbz9+rVK0xM4pcHpqamcY/nSE3n0ChoMYLBmPx3VOTUqVOVra2t2rRpk7p48aLq2LHjO4ck586dW+3du1edPXtW1a5d22CHJP+7faGhoWrYsGHq6NGj6vbt28rX11dVrlxZ5cqVy2jaN2zYMHXgwAF169Ytdfz4cdWkSRNlY2Oj7ty5o5Qy/vP3ofalhvOnVOyjY8zMzNTkyZPV9evX1erVq5WVlZVatWpV3D7GfB4/1r7Uch5jYmJU3rx51ciRI9/aZszn7433tS81nD8PDw+VK1euuMdzbNq0SWXLlk198803cfukhnNoLKRQ+4j/Fmp6vV5NmDBB2dvbKwsLC1WjRg118eLFeO95/fq16t+/v8qSJYuytLRUTZo0Uffu3Uvh5J/m3+179eqVql+/vsqePbsyNzdXefPmVR4eHm9lN+T2vXmWj7m5uXJwcFCtWrVSly9fjttu7OfvQ+1LDefvjW3btilnZ2dlYWGhihUrphYtWhRvu7Gfxw+1L7Wcx927dytAXb169a1txn7+lHp/+1LD+QsJCVGDBg1SefPmVenTp1cFCvxfe3cfk1X9/3H8eVScghil3KiAAoaYI9I5Gja7uCzBaRtaDRTW0izH1ly5dGuDpkSafzC21jQMF5dLsVUr5Q+IreISUkrCoDtvSmBYYcRkdQEqgZ/vH47z8xI08+fNJb0eG9t13udz3p/3udjYe+d8ziHa5OTkmPPnz9tjhsPv8E5hGWPM7b6qJyIiIiKDaY2aiIiIiI9SoyYiIiLio9SoiYiIiPgoNWoiIiIiPkqNmoiIiIiPUqMmIiIi4qPUqImIiIj4KDVqIiIiIj5KjZqI3DKbNm3igQceuN1l2CzLYt++ff/6uOPHjxMWFobH47nxRV2ivb2d4OBgfv3115s6j4j4LjVqIsNMUVERgYGB9PX12bGuri78/PyYP3++19iamhosy+LEiRO3usxb6kY3iDk5OTz//PMEBgbesJxDCQkJ4amnnmLjxo03dR4R8V1q1ESGGafTSVdXF19//bUdq6mpISwsjLq6Onp6euy42+1m8uTJxMbG3o5S70i//PILZWVlrFq16pbMt2rVKvbs2UNnZ+ctmU9EfIsaNZFhZsaMGUyePBm3223H3G43aWlpxMTEcOjQIa+40+kEYPfu3cydO5fAwEDCwsLIzMykvb0dgAsXLhAeHk5RUZHXXEeOHMGyLJqamgD4888/WbNmDSEhIYwfP54FCxbQ2Nh41XpLSkqYOXMmY8aMIS4uju3bt9v7WlpasCyLjz76CKfTib+/PwkJCdTW1nrlKC4uJiIiAn9/f5YtW0ZhYSFBQUEAuFwu8vLyaGxsxLIsLMvC5XLZx3Z0dLBs2TL8/f259957KSsru2q977//PgkJCYSHh9sxl8tFUFAQlZWVzJw5k3HjxrFo0SLa2trsMStXrmTp0qVs2bKF0NBQgoKCyMvLo6+vjw0bNnDPPfcQHh7OO++84zVffHw8YWFhfPzxx1etS0SGJzVqIsNQcnIyVVVV9nZVVRXJyck4HA473tvbS21trd2o9fb2kp+fT2NjI/v27aO5uZmVK1cCMGLECJYvX86ePXu85iktLSUpKYno6GiMMSxZsoTTp09TXl5OfX09c+bM4ZFHHuHMmTND1llcXExOTg6bN2/m6NGjbNmyhVdeeYVdu3Z5jcvJyWH9+vU0NDQQGxvLihUr7Fu7Bw8eJDs7mxdeeIGGhgYWLlzI5s2b7WMzMjJ46aWXmDVrFm1tbbS1tZGRkWHvz8vLIz09nW+//ZbFixeTlZV1xXoBqqurmTt37qB4T08PBQUFvPvuu1RXV9Pa2sr69eu9xnz++ef89ttvVFdXU1hYyKZNm3jssce4++67+eqrr8jOziY7O5tTp055HZeYmEhNTc0VaxKRYcyIyLDz9ttvm4CAAPP333+bv/76y4waNcr8/vvv5r333jPz5s0zxhhz4MABA5iTJ08OmePw4cMGMB6PxxhjzJEjR4xlWaalpcUYY0x/f7+ZMmWK2bZtmzHGmM8++8yMHz/enDt3zitPTEyM2bFjhzHGmI0bN5qEhAR7X0REhCktLfUan5+fb5KSkowxxjQ3NxvA7Ny5097/ww8/GMAcPXrUGGNMRkaGWbJkiVeOrKwsc9ddd9nbl887ADC5ubn2dldXl7Esy1RUVAz5nRhjTEJCgnn11Ve9YiUlJQYwP//8sx3btm2bCQ0NtbeffvppM3XqVNPf32/HZsyYYebPn29v9/X1mYCAALN3716v/OvWrTPJyclXrElEhi9dURMZhpxOJ93d3dTV1VFTU0NsbCwhISE4HA7q6uro7u7G7XYTGRlJdHQ0AN988w1paWlMnTqVwMBAkpOTAWhtbQVg9uzZxMXFsXfvXgAOHDhAe3s76enpANTX19PV1cWECRMYN26c/dPc3MzJkycH1fjHH39w6tQpVq9e7TX+tddeGzT+/vvvtz9PmjQJwL4te/z4cRITE73GX759NZfmDggIIDAw0M49lLNnzzJmzJhBcX9/f2JiYrzqvDzPrFmzGDHi//7shoaGEh8fb2+PHDmSCRMmDDpu7NixXmsLReS/Y9TtLkBEbrzp06cTHh5OVVUVnZ2dOBwOAMLCwoiKiuLgwYNUVVWxYMECALq7u0lJSSElJYXdu3cTHBxMa2srqamp9Pb22nmzsrIoLS3l5ZdfprS0lNTUVCZOnAhcXMc2adIkr7VxAwbWi13qwoULwMXbnw8++KDXvpEjR3pt+/n52Z8ty/I63hhjxwYYY/7xOxoq90D+gdxDmThx4pAL+4fKc3kdQ425lvnPnDlDcHDwlU9CRIYtNWoiw5TT6cTtdtPZ2cmGDRvsuMPhoLKyki+//NJ+cvHYsWN0dHSwdetWIiIiALyeGh2QmZlJbm4u9fX1fPjhh7z11lv2vjlz5nD69GlGjRrFtGnT/rG+0NBQpkyZQlNTE1lZWdd9nnFxcRw+fNgrdnnto0ePpr+//7rnuNTs2bP58ccfb0iua/X999/bVzhF5L9Ftz5Fhimn08kXX3xBQ0ODfUUNLjZqxcXFnDt3zn6QIDIyktGjR/Pmm2/S1NREWVkZ+fn5g3JGRUUxb948Vq9eTV9fH2lpafa+Rx99lKSkJJYuXUplZSUtLS0cOnSI3NzcIZs+uPh+s9dff5033niDEydO8N1331FSUkJhYeE1n+fatWspLy+nsLCQn376iR07dlBRUeF1lW3atGk0NzfT0NBAR0cH58+fv+b8l0tNTaW2tvaGNX7/pKenh/r6elJSUm7JfCLiW9SoiQxTTqeTs2fPMn36dEJDQ+24w+HA4/EQExNjXz0LDg7G5XLxwQcfcN9997F161YKCgqGzJuVlUVjYyOPP/44Y8eOteOWZVFeXs7DDz/MM888Q2xsLMuXL6elpcVr/ks9++yz7Ny5E5fLRXx8PA6HA5fLRVRU1DWf50MPPURRURGFhYUkJCTwySefsG7dOq91ZE888QSLFi3C6XQSHBxsr7O7HosXL8bPz49PP/30unP8G/v37ycyMnLQy4pF5L/BMv9mMYeIyB3gueee49ixYzftlRbbt29n//79VFZW3pT8l0pMTOTFF18kMzPzps8lIr5Ha9RE5I5XUFDAwoULCQgIoKKigl27dnm9OPdGW7NmDZ2dnXg8npv6b6Ta29t58sknWbFixU2bQ0R8m66oicgdLz09HbfbjcfjITo6mrVr15KdnX27yxIR+X9ToyYiIiLio/QwgYiIiIiPUqMmIiIi4qPUqImIiIj4KDVqIiIiIj5KjZqIiIiIj1KjJiIiIuKj1KiJiIiI+Cg1aiIiIiI+6n87BxZ9oYuQSQAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -329,7 +325,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -339,12 +334,12 @@ }, { "cell_type": "code", - "execution_count": 205, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -393,7 +388,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -403,12 +397,12 @@ }, { "cell_type": "code", - "execution_count": 206, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -458,7 +452,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -468,12 +461,12 @@ }, { "cell_type": "code", - "execution_count": 207, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -517,7 +510,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -527,12 +519,12 @@ }, { "cell_type": "code", - "execution_count": 208, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoEAAAGwCAYAAADWnb8tAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAACR7ElEQVR4nOzdd1QV19rH8e/QBQFRFAR7F1TErsQWu9hjxxpNNBpjb7G3EHuJJWpM7BJvLDFq7L0jxYYFG0UhWEFAijDvH/ieSGyI4FCez1qzrmfOPnt+4zWchz0zeyuqqqoIIYQQQohsRU/rAEIIIYQQ4tOTIlAIIYQQIhuSIlAIIYQQIhuSIlAIIYQQIhuSIlAIIYQQIhuSIlAIIYQQIhuSIlAIIYQQIhsy0DpAZvXixQt8fHywsbFBT09qaSGEECIzSExM5J9//sHZ2RkDg+xdBmXvs/8IPj4+VKtWTesYQgghhEiFc+fOUbVqVa1jaEqKwFSysbEBkv4R5c+fX+M0QgghhEiJkJAQqlWrpvsez86kCEyl/78EnD9/fgoUKKBxGiGEEEJ8CLmVSx4MEUIIIYTIlqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIFEIIIYTIhqQIzGhUFW7fJjExUeskQgghRLqIiYlBVVWtY2R7BloHEP/h6cn16tVpZGREr8aNmbJuHUquXFqnEkIIIXQSEhKIDQ/HNCQEQkKICQtjyrp1PHnyhMX162MQEQFPn/LD+fPMuX2bry0t+dHYGKKiwMgIywcPiAcCSpemoIUFmJiw9vFjFt+7Ryt7e8Y7O4OJCVSvDn37an26WZYUgRnNuXNsBILi4vDauRPFzg7atYNevYhzccEoRw6tEwohhMgGVFUlLDgY/2PHcDE3R7l5E/z9mbR3Lz/eucNIYPrLtvrAjy//POPsWfL8fx/AE+Dho0e6fl8AcS//bHr9um5/AOAJVHz6FK5cSdoZHS1FYDqSIjCj+fZbxjZvjuOECeQ/eRICAmDDBiI3bKConh6Nypbl53XrsHB21jqpEEKILCIxMZErR46g5+ODY1AQXL1KzPXr2AYEABAG5H3Z1pKkIu4WgIUFFCqEoZUVI+/fx8zMDIMaNcDGBnLloo+i0M7AAJtChaBQITA1RT82lognT4h6+hSrHDkgLg5iYugaEIBzQAD2pqaQNy/ExICDgyZ/H9mFospF+VQJDg6mYMGCBAUFUaBAgfQ5iKqCpyesXs3/1qyhY3Q0JYHrgFKrFvTqRUTTplgULJg+xxdCCJElRUdFYRwQgP6pU3DiBNN37GDCkye4AetfaVcUUBSFv0qVwrFCBShZkoe2tkTZ2VHQxQU9GxtQFI3OInU+yfd3JiEjgRmZokC1alCtGu3nzsVz4UIebd2K4uUFp06hnjpFFUXB1MKCP4YOpUSXLlCyZKb7D1IIIUQ6i48HHx84cYKmM2dyMCyMU0DVl29XB8wAfSsr6NoVnJ2hZEn8ixbFoECBZN8r1i83kfnJSGAqafqbxP37sGEDV5cvp/ytWxiQdM9FDoACBdhcvDiXc+Xii4EDcWrU6NNmE0IIkSEEe3uzbMIEnvr5seTBg6SHMoAWwC5gmYEB/V1c4LPPeFGzJtSogUGePO/sMyuQkcB/SRGYShniH5Gq8uDAAS5s2EDDu3fh9GmIi8MV2A3MBYaVLg0NGhDz2WdctLam8uefo6+vr01eIYQQ6eZZRATPvbzId+oU7NjBjXPnKA0YAo8Acysr+Owz/EqWxMzFhULNm6OYmGic+tPLEN/fGYRcDs7MFIW8jRrR8P9H+6Kj4eRJ3H76iVwnT9L4yRO4fh2uX+fE0qU0AhxMTLjy3XfQsCF89hnI08ZCCJF5xcbCkSPMnTqVsadOMQBY8PKtUsCgfPmoVrs2BsOHJ023oqeHPGoh/p8UgVmJqSk0akTXRo3oCvDkCRw9CgcPcn/rVizv36dqTAzMmpW0GRvT3sIC+5IlGTVuHPZNmoCMEgohRIZ28+JF1k2ZQr+YGOyOHYPISIoB8YCfnh64ukLLluDqyiI7O63jigxMLgenUmYcTk4IDiZi926sTp+G/fsJvXeP/C/f+wfIlzs3fP45VxwciK9SBacWLVDkIRMhhNDeixdw4ABs2IDzxo34JiayHPgaIH9+ops2JbhaNUr16JE0ICDeKjN+f6cXGQnMRvQLFMDq66/h669BVbHw9WXLkiVcOXmSfPfvw+PH8McfzATWAZNy5WJyp07QrBl8/jmYm2t9CkIIkW28iI9n94IF7Fi9muUPHqD/4AEAvYG/c+SgZNu2MGQIVK6MqZ4epTRNKzIjGQlMpSz3m8SLF0lzEh44QJ8lS/j9n3/4C6j/8u2L+vr0zJGDdjVrMmH2bKhQQaaiEUKI9ODvDxs2ELt+Pba3bvEU2A80tLaGTp3AzQ1q1JCfwamU5b6/P4KMBIokBgZQsybUrMmqCRNY+ugR+idPJl1+2LOHPf7++EZGYr9/P1SsCLa20LQpW3PnxrFjR0pVqyaXjoUQIpUe+fuzYtgwbp45w6qHDwEwBgYZGBBdogRFR4yAHj3A0FDboCJLkZHAVMpuv0k8OHeOfUuXku/aNRpdugTR0UQBuUlaPui6kxOlXF2hVi0iy5fHtEAB9PT0NE4thBAZWGJi0i/aq1YRuG0bReLjUYE7enoUadIkacSvdWvImVPrpFlKdvv+fhcZCRQpkrdaNdyqVUt6ERsLJ04Q5uGBy6ZNBEVFUfLCBbhwAYAxwEY9Pdxr1qRf375Qq5asZCKEEC/dPHqUhSNHYnb9Oj9GRABQCBieLx9lGzTAesYMKFpU25AiW5CRwFSS3yT+9eLuXQwOHYLjx+HUKWreuMEZYDPQ4WWbm7lz0ykhgc+dnJj9ww9QuTJkw0lKhRDZVEwM/PknrFrF4f37+RywAEIsLTHt1g369Elaqk2kO/n+/peMBIqPZlCkCHz5ZdIGHLt/n4seHhQPCAAvLzh/npOPH+MNmBw7ljRJtbk5dOiAd82alO3alRwypYEQIgs6uWYN86ZNo25ICN9FRwNQFxhgb0+rbt0wHj9eLvcKzchIYCrJbxIfIDaWsAMHOOzhgYm/P63v3IGwMOIAOyBeUTj1zTc4jhghl0CEEJlfXBxs3QqLF7Pi5En6AQ7AZXt7lC+/hF69oFgxjUNmX/L9/S8pAlNJ/hF9hMREOHGCawsX0nTbNuJUlUBeDkvXqcP5unXJ17kzhRxkcSMhRObhs28fP40eTZeAABo9eQJAuL4+U4oVo9fQoVT4+mtZlSkDkO/vf0kRmEryjyhtJD57RsDKlRT9+284eBBUlSqAN7C5dm3aT5wI9evLD04hRMakqnDyJCxezNDNm1mgqrgCO21toX//pMn58+d/bzfi05Hv73/JHB5CU3rm5hQdNgz274eAAKImT8bC1BRDoN7x49CoERQpwpX+/Tm3fTvyO4sQIiMIunGD8a6u3HRwgNq14fffGaCqdM2bl3FTp0JAAEyaJAWgyNBkJDCV5DeJdKSqPNy7F+s//wQPD3j6lC6ABzClaFEmzpgBbdvK08VCiE/v7l1YsoSWCxeyMz6eocC8HDmS5vQbODBpMn2Rocn3978yzEigu7s7iqIwZMgQAOLj4xk9ejTly5fHzMwMOzs7evTowf3799/ZT7169VAU5bXN1dVV12by5MmvvW9ra5uepyc+hKJg3bQpLFsGISGomzZhZmeHCdDizh3o2hXs7LjXuzeHVqwgMTFR68RCiCwsPj6e36dNI7ptWyheHObMYWB8PPVMTPj8yy8hOBhWrpQCUGQ6GaII9PT0ZMWKFVSoUEG3Lzo6Gm9vbyZMmIC3tzdbt27lxo0btGrV6p19bd26lZCQEN12+fJl9PX16dChQ7J2jo6OydpdunQpXc5NfCQTE5TOnfnl3j1CL1yg0sSJULAgPHnCitWradCvHz3z5k0qGJ8+1TqtECIrefECNm+mibU1nSdOZM327UkPtjVqRNOdOzkcGUmLVasgd26tkwqRKprPExgZGYmbmxsrV65k+vTpuv2Wlpbs378/WduffvqJatWqERgYSKFChd7YX+7//Mfo4eGBqanpa0WggYGBjP5lMpYVKkCFCjBxIhw4gN6wYVj4+eH6+DEMGADDhhHTti37nZxoPnw4+gaa//MWQmRCwX5+2O/ejfLTTxAYSDvgCqBXqxYsXw7lymkdUYg0oflI4MCBA3F1daVhw4bvbRseHo6iKOTKlSvF/a9atYrOnTtjZmaWbL+/vz92dnYULVqUzp07c/v27Xf2ExsbS0REhG579uxZijOINKavD02aMOnKFULu3qXdrFng6AgxMfyxaROtxoyhrqUl/PwzyP9PQoiUunOHPo6OFHF05PDIkRAYCHnz0nfcOALu3qXfyZNSAIosRdMi0MPDA29vb9zd3d/bNiYmhjFjxtC1a1csLCxS1P+5c+e4fPkyffv2Tba/evXqrF27lr1797Jy5UpCQ0OpVasWjx49emtf7u7uWFpa6jYHmcMuQzAtXBijkSPh0iU4c4aoWrXIAzSNjoZvvgF7e9SBAzmxbp3cOyiEeLMzZ6B9eyhRghx+fiQAh62t4ZdfIDAQk+nTMSlcWOuUQqQ5zZ4ODgoKokqVKuzbtw8nJycg6aGOihUrsmDBgmRt4+Pj6dChA4GBgRw5ciTFRWC/fv04derUe+/3i4qKonjx4owaNYphw4a9sU1sbCyxsbG61/fu3cPBwUGeLsqAYkJCiF+zBvPffoMbNzgHVAccTU25sGoV+u3agZGR1jGFEBpSExPZOH48c3/6ie2Rkfz/DUZBderwuHNnnPr3B0XRNKNIH/J08L80Gwn08vIiLCyMypUrY2BggIGBAUePHmXRokUYGBiQkJAAJBWAHTt25M6dO+zfvz/FBWB0dDQeHh6vjQK+iZmZGeXLl8ff3/+tbYyNjbGwsNBt5ubmKTtR8cmZ5M+P+ZgxcO0aHDjAzSpVsAAqR0ej36ULFC4MEydy7cgRmXdQiOxGVWHHDpRatVjl7o5PZCQLFQV694ZLlyh49ChO33wjBaDIFjQrAhs0aMClS5fw9fXVbVWqVMHNzQ1fX1/09fV1BaC/vz8HDhwgT548Ke5/8+bNxMbG0q1bt/e2jY2N5erVq+SXST2zFkWBBg3o6unJ/evXmTl0KNjaQmgo/0ybRvn69SmVMyfRCxdCUJDWaYUQ6SjiyRMW9OhBTPny0Lo1nD3LJCMjfqhZk4kXL8Kvv8r9fiLb0ezxSXNzc8r95z84MzMz8uTJQ7ly5Xjx4gXt27fH29ubnTt3kpCQQGhoKJD0BLDRy8t5PXr0wN7e/rX7CletWkWbNm3eWDiOGDGCli1bUqhQIcLCwpg+fToRERH07Nkznc5WaM2sVCnM5s2DH3+E7dvxmjYNo8uXsYqOxnTIEBgyBCpW5NeCBcn12Wc0+eYbzGS0V4jMLy4Odd066gwYwIW4OEyA/ubmMGAAdYcOpa6NjdYJhdBMhp1DIzg4mB07dgBQ8T8TcB4+fJh69eoBEBgYiJ5e8gHNGzducOLECfbt2/fWvrt06cLDhw/JmzcvNWrU4MyZMxSWG3+zPiMj6NiR5h078o+XF/c2bky6Kfz0aRJ8fRnj68uDv/7iwMyZNGjXDlq1Qv38c5T/PF0uhMjY/rl7l3w7dqDMmYMSFEQfYImeHjYdO8LSpWBlpXVEITQny8alktxYmsU8eMCzLVuYOHcux27f5kxiIoYv35prYMAWc3MGffEFXWbNki8PITIwNTqaYc2asfTYMfYDdQBsbYkfOhS9fv3Qt7TUOKHQmnx//0vzeQKFyBDy5sW8f3/m+/vjFR2N4Z49SeuAFirE9hcvOP3kCQ9/+SXpnsL27XmxdStPw8K0Ti2E+H/Pn8PChSjFixNz7BhxwC4Li6RRvzt3MBw1SgpAIf5DikAh/svYGJo0gcWL4e5dPPbtY2nLlnQqUwbi4mDLFvZ/8QU2Njb0c3RMupwsA+pCaOLerVsMrleP+0WKJN3bGxrKOHt7Do8YwcyHD5PmCzUx0TqmEBlShr0nUIgMQVGwb9SIbxo1Sir0LlyAdes4snw5cVFRGPn5Qc2aULIkdOvG+QoVqNSq1Wv3qQoh0lhsLPzyCz2GD+fQyzlcFxYqBOPGUaBXLwrIXKBCvJd8UwmRUooCFSvC3LnMfPqUC0uXMrRVKzA1BX9/bk6aRNW2bSluakrM4sXw5InWiYXIcu7fuUPcTz9BiRLw7bd8HxtLbSMj2gwZAjduwNdfy2TwQqSQFIFCpIaBARW++YZif/4JoaGwZg1+Tk5YAqVjYzEZNEh3/+Ch6dN5/HJ6IyFEKsXFMbVVK4oVK8aa776D4GCws+PzxYs5Gh5O/fnzk27lEEKkmBSBQnwsc3Po0YNWvr6E3rzJyu+/T5p0Ni6OqC1baD1hAvnz5+eqmxucOyf3DwrxIRISYO1aKFMGi7/+IhY4ZGICixbBrVsoAweiyD1/QqSKFIFCpCGT4sUpOGMGXLwIPj4E9epFCQMDCgJlNm6E6tWhbFkOffkll/bu1TquEBnW86goZnfvzvkSJaBnT7hzh/758nFgwAA2PnoEgwbJAx/ikzh27BgtW7bEzs4ORVHYvn17svd79eqFoijJtho1aiRrExsby6BBg7C2tsbMzIxWrVoRHBz8Cc/izaQIFCI9vLx/sMxvv+Hz/Dlnf/8dpUsXyJED9fp1Bv72GxWaNmWLo2PSclUREVonFiJjUFXYvZsxRYsyav16xty9mzQ3548/YnL7Ng2WLEExNdU6pchGoqKicHJyYvHixW9t07RpU0JCQnTb7t27k70/ZMgQtm3bhoeHBydOnCAyMpIWLVqQkJCQ3vHfSZ4OFiK9GRiQp2NH6NgRIiKIXL8eh8mTCX3wgEZ+ftCnD3z7Lafr1uWBiwvNRo7EUO5tEtlMYmIisQcOkGPqVDh5kqHA34pC91atUFevRsmVS+uIIot59uwZEa/8Am5sbIzxG372NmvWjGbNmr2zL2NjY2xtbd/4Xnh4OKtWrWLdunU0bNgQgPXr11OwYEEOHDhAkyZNPuIsPo6MBArxKVlYYD5gAFvCwrh37RoWP/wAZcrA8+e479lD6wkTmG5jA5Mnw927WqcV4pM4sXIlVXLlYkKTJnDyJJiYUGTECK6FhtJz+3YpAEW6cHBwwNLSUre5u7unuq8jR46QL18+SpUqxVdffUXYK4sJeHl5ER8fT+PGjXX77OzsKFeuHKdOnfqoc/hYUgQKoRHT0qVh7Fjw80M9dQrHihWxVRQ6h4fDlClQtCjXqldnvpsbYVIQiqzo8mVo04ZnX3+Nz7NnrAOef/UV3LoFs2ejly+f1glFFubn50d4eLhuGzt2bKr6adasGRs2bODQoUPMnTsXT09PPv/8c2Jfzl8ZGhqKkZERVv9ZctTGxoZQjWeOkCJQCK0pCkrNmrj7+BAcHk7Z9euhQQNQFH45d45hGzcyoGRJ+OorOHVKni4Wmd71o0c53rw5ODnBn3/SVFFYVK0aV86fJ8eKFWBnp3VEkQ2Ym5tjYWGh2950KTglOnXqhKurK+XKlaNly5b8/fff3Lhxg127dr3zc6qqoihKqo6ZVqQIFCID0Tc3Bzc3OHAA7tyhYrt2VDM2pueLF/DLL+DiQpSDAzPbt+fx/ftaxxXiwzx9yt8dOuBYrx49//6b2MRE+OILlCtXGHT2LNaVK2udUIiPlj9/fgoXLoy/vz8Atra2xMXF8eQ/CwiEhYVhY2OjRUQdKQKFyKgKF6bbli2cjY6mxaFD0KMHmJry27VrjNmyhfqFC6NOmwaPHmmdVIh3i42FefOgeHHq/PEH+QDH3LkJ37UL/vgDypbVOqEQaebRo0cEBQWRP39+ACpXroyhoSH79+/XtQkJCeHy5cvUqlVLq5iAFIFCZHx6eij168OaNXD/PoV798bJ0JB+L16gTJwIBQuiDhjAhb/+0jqpEMnExcSwpGdP+lpbw/Dh8PgxZo6OXFi/nr8ePiRf8+ZaRxTivSIjI/H19cXX1xeAO3fu4OvrS2BgIJGRkYwYMYLTp09z9+5djhw5QsuWLbG2tqZt27YAWFpa0qdPH4YPH87Bgwfx8fGhW7dulC9fXve0sGZUkSpBQUEqoAYFBWkdRWRDibGxavzatarq7KyqoO4HFVCb29ioicePq2piotYRRXaWmKiqe/ao18uUUfVf/ts8aW2tqqtWqeqLF1qnE9nch35/Hz58WOXlv+NXt549e6rR0dFq48aN1bx586qGhoZqoUKF1J49e6qBgYHJ+nj+/Ln67bffqrlz51Zz5MihtmjR4rU2WlBUVe4yT43g4GAKFixIUFAQBQoU0DqOyK5UFY4cYd6AAYy+do0BwEKAGjVg+HASWrVC38hI45AiOwn++28KzJ0LBw8CMN7YGPumTem7Zg2GlpYapxNCvr9fJZeDhcjMFAXq12fY1avcOXiQsV26gJERnDnDnQ4dKGxqyjRXV9Rnz7ROKrK48CtXaF2wIGWbN+efgweT/h0OG8b0e/f4Zvt2KQCFyICkCBQiiyjw+efYbtwIAQEwfjy/mJhwLyGBE7t3oxQsCKNHQwZYq1JkMc+ewbhxmFeuTEhwMM+BIy4ucP06zJ0LefJonVAI8RZSBAqR1djawrRpTA4JYUPv3kwqUADCw2HWLKKLFKFdoULsXLCAxMRErZOKTCwmMpLlbm4kFC8OP/yAXmwsKytV4vL//kenEyegSBGtIwoh3kOKQCGyKMNcuej666/UCgiAP/+EunVZm5DAtqAgBg8divr55/DXXyDFoPgQqoq6axe18ual/8aN/PbgAZQqBdu343T+PGXat9c6oRAihaQIFCKr09ODVq3gyBGa79zJyLJlGaunh/7Ro9CqFWqZMsxu146Aa9e0TioyugsXoHFjlBYt6B4Tg72eHlZffpm0/Fvr1kn3qAohMg0pAoXIRgq5ujLLz4++d+/CqFFgaclRf39GbduGk4MDMSNGJN1TKMQrbhw/TrvChfGuWDFpNRsjIwYOG8aNoCC+WLUKDA21jiiESAUpAoXIjgoWhJkzISiIHEOH0sDEhC6qisncuVCsGLRuzZ4ZM4iMiNA6qdBSTAzMmMHk+vXZFhjIaIDOneHaNYzmzsVU1vgVIlOTIlCI7MzcnOrz5nEgMpKf/vgDGjaExEQCd+zAdfx4ClhZ8XDGDHj6VOuk4hNKTEgg9o8/wMEBxo/nx4QE2uXOzcJNm2DTJihaVOuIQog0IEWgEAL09TH44gvYvx+uXiXoiy8opqdH5cRErMePB3t76NePGzt2yFPFWZzn//5H9dy5mdShA9y5A/b2FNq4kS0PH+LQubPW8YQQaUiKQCFEcmXK4PLHH1x/8gSPWbOgXDmIjub5ihXUat2akmZm3F60COLitE4q0lJ4OAwfTmjnzpyPiGAVEDViBFy7Bl26yEMfQmRBUgQKId5Iz8KCvCNHwsWLcOQIlxs0IAF4ERND4cGDwc4OBg7kxu+/8zw6Wuu4IpVinz/nhrt70jQv8+bRIjGReY6OXD5zBrPZsyFnTq0jCiHSiRSBQoh3UxSoW5eqBw5w7+ZN/urfH/38+eHRI1i6lA6dO2OTMydHe/YEf3+t04oP4OfhQTkrK5p9/z0xYWFQqhTK338z9PJlbKpX1zqeECKdSREohEgx0+LFqbBsGQQGwt69POzQgXBFIVZVqbB2bdJoUvXqXBwzBp+DB1FVVevI4k3CwqB3bwp16UJ0bCzRioL/sGFw6RI0bap1OiHEJyJFoBDiwxkYQOPGWG/ezO3wcHxmzsSqWTPQ14dz55g6cyaVGjZkZtmySU+TyuXiDCH2+XO2DxwIZcrA6tXkBP5q2ZIbN25Qfu5cMDLSOqIQ4hOSIlAI8VH0zM1xGDUKdu+Ge/dQFyzANE8ejIFm169D165gY4N/27YsHzKExw8eaB05W4rx9aWytTVtly7l0JMn4OwMp09TaccOzEuU0DqeEEIDUgQKIdKOjQ3K4MGsffiQsPPnqTB+fNKccpGR/LZ9O/0XLqRPwYIwfDj4+IBcLk5/MTEwcSIm1apRLzoaG+B5nz5w7hzUqKF1OiGEhqQIFEKkC4vKlVGmTYNbt+DkSUrWr4+Tvj5dY2Nh3jyoVImIsmX5qmpVDm3aJPcPpjFVVVk/diwPHR1h2jSIj+eHJk24euECrr/8knRJXwiRrSmq/ORNleDgYAoWLEhQUBAFChTQOo4QmUNcHOrff6Ns2AA7drA6NpbeQBnAr3ZtlO7doX17sLLSOmnm9uABA2vXZun16/QGfrWzg59+grZtZb4/ke3J9/e/MsxIoLu7O4qiMGTIEADi4+MZPXo05cuXx8zMDDs7O3r06MH9+/ff2c/q1atRFOW1LSYmJlm7pUuXUrRoUUxMTKhcuTLHjx9Pr1MTQvw/IyOU1q1h82b45x8qTprE13Z2fAMox4/D11+j2tjQtUgRVo0aRczz51onzlxUFX77DcqUodv165gCpWrWRPXzg3btpAAUQiSTIYpAT09PVqxYQYUKFXT7oqOj8fb2ZsKECXh7e7N161Zu3LhBq1at3tufhYUFISEhyTYTExPd+7///jtDhgxh3Lhx+Pj4ULt2bZo1a0ZgYGC6nJ8Q4g0sLak4eTLL793ju6AgmDULypfnWHw8mwICGDx7NnEVKsDcufDwodZpM7xj69fzV/ny8OWX8PgxNZ2cCNq3jzGnTqFYWmodTwiREakae/bsmVqyZEl1//79at26ddXBgwe/te25c+dUQA0ICHhrm99++021tLR85zGrVaum9u/fP9m+MmXKqGPGjHnrZ2JiYtTw8HDd5ufnpwJqUFDQO48lhPgwDw4cUGdWq6ZONjJS1aSxLVU1MlLHOzqqG8aNU2OeP9c6YsYSH6/u7NVLBVRrUB/myKGqc+aoany81smEyJCCgoLk+/slzUcCBw4ciKurKw0bNnxv2/DwcBRFIVeuXO9sFxkZSeHChSlQoAAtWrTAx8dH915cXBxeXl40btw42WcaN27MqVOn3tqnu7s7lpaWus3BweG9eYUQH866QQNGnT3LpIcPYcUKqFKFoLg4frhyBbcZM7hbtizMmQMy1UzSkn41atBo9WrKA+0KFMDgzJmkp6/lwQ8hxHtoWgR6eHjg7e2Nu7v7e9vGxMQwZswYunbtioWFxVvblSlThtWrV7Njxw42bdqEiYkJLi4u+L9czurhw4ckJCRgY2OT7HM2NjaEhoa+td+xY8cSHh6u2/z8/FJ4lkKIVDE3h6++Ak9PTA8eZFKVKnQzMKD03bswciTY2/NL1arsW7w42z1Z/CgkhHlNmqBWqgReXhjlysWZFStYHhiI5Su31QghxLto9qtiUFAQgwcPZt++fcnu13uT+Ph4OnfuTGJiIkuXLn1n2xo1alDjlbmvXFxcqFSpEj/99BOLFi3S7Vf+c4O0qqqv7XuVsbExxsbGutcRERHvzCGESDt5Pv+ciZ6eEBkJHh6wYgUxnp6MPn+ex+fPs3PTJlxXrUpaCSOLizl5Euf69QmKjycf0K1tW1iyBNP8+bWOJoTIZDQbCfTy8iIsLIzKlStjYGCAgYEBR48eZdGiRRgYGJCQkAAkFYAdO3bkzp077N+//52jgG+ip6dH1apVdSOB1tbW6OvrvzbqFxYW9trooBAig8mZE/r2hXPniD16lB5lyuAMND11Chwd4csveX7jhtYp08fz5zB6NCZ16tAvPh4HfX1KzZgBW7aAFIBCiFTQrAhs0KABly5dwtfXV7dVqVIFNzc3fH190dfX1xWA/v7+HDhwgDx58nzwcVRVxdfXl/wvf0gaGRlRuXJl9u/fn6zd/v37qVWrVpqcmxAi/VnWqcP8q1fx9PVFv3VrSExE/e036pQpQ/uSJQl65V7gzExVVVZ//z13HR2TnqBOTGRU5854BwRQ7fvvZdoXIUSqaXY52NzcnHLlyiXbZ2ZmRp48eShXrhwvXrygffv2eHt7s3PnThISEnSjd7lz58bo5ULnPXr0wN7eXndf4ZQpU6hRowYlS5YkIiKCRYsW4evry5IlS3THGTZsGN27d6dKlSrUrFmTFStWEBgYSP/+/T/R2Qsh0oq+kxNs3w5nznD+22/x8vLi2s2b5KhdG4YNS3pIIrNOkRIZyff16vGjlxeNgL22tijLl2OYgqmyhBDifTLs42PBwcHs2LEDgIoVKyZ77/Dhw9SrVw+AwMBA9PT+HdB8+vQpX3/9NaGhoVhaWuLs7MyxY8eoVq2ark2nTp149OgRU6dOJSQkhHLlyrF7924KFy6c7uclhEgnNWpQ1dOTiytXcuXHH7G+cydpubQlS1jXuDGfT5uGfYkSWqdMucOHoU8fet+5w3KgUdWqJP79N/qpuCIihBBvIsvGpZIsOyNEBqaqsHUrjB/PtWvXcASMgJs//oj9sGFgaKh1wre6c/kyviNH0nbPnqQdhQrxbOFCzNu00TSXEFmFfH//S/N5AoUQIs0pCnzxBVy6RPzUqdQyNqYxYD9mDDg4gIcH6suHzzKSy7/+SvkKFXDbs4ebAP37w+XLUgAKIdKFFIFCiKzLwIDyEyZw7OlTNsycCXnzws2bRHbpQmVzc34eOJAX8fFap0ya+mbgQBz69KGaqlLV2BiD9eth2bKk+RKFECIdSBEohMjyFBMTco4aBbduwdSprDQ2xuf5c+YsXUpivXpw/LgmuRITE9k0fjwvypWDpUvRA7b07s3hf/6hiJubJpmEENmHFIFCiOzD3BwmTGDgnTssatCAuYaGGJ06BXXqoDZrxrl16z5dlshI2hYvTtcZM5gfEACFC8OBA1j9+it6mfVpZiFEpiJFoBAi2zHKn59BBw7Q+s4d6NcPDAzYvWcP1Xv0oLW9Per16+kb4NAhKF+e1nfvYkbSnIdcugQNGqTvcYUQ4hVSBAohsi97e/j5Z7h6levOzhgCpe/fR3F0TFq3+N69ND3c7UuXuNqlS1Kxd/cuvQsV4oaHB18fPSr3/gkhPjkpAoUQokQJhnl7c23XLsY2bgwJCfDLL9wpXpxBVavyz82bH32IvXPnUsHJia4eHsQD9O+Pcvkydp06fXTfQgiRGlIECiHES8WaN8dq7144cQJq1WJibCyLz5/na0dHWLoUUvMkcUwMjBpFhREjMFFVLIyNCd+yRZ78FUJoTopAIYT4LxcXOHGCL6dMobqJCZPi4mDgQChXjrjNm4mNiUlRNze2b4cqVWD2bPIDJ9u25dD9+1i3a5eu8YUQIiWkCBRCiDdRFOpPnMjp8HAqLVmSNMfgjRss7tSJ0rlyse3leuVvEv/8Ob0rVcKhbVs8r1yBfPngzz8pvXUr+rlzf8KTEEKIt5MiUAgh3kExMoIBA+DmTdRx41ijKATExvLk+++hfXvw90/+gWvXMKxbl+c+PiQCpypUgMuXoVUrTfILIcTbSBEohBApYWGBMn06p/39WVqrFj0UBbZsAQcHPDt04MiWLcTMmQPOzuDpyVJzc45PmMBgX9+kUUQhhMhgFFVVVa1DZEayALUQ2dzlyzBmDOquXdQDgoC2wFyARo3g119BfjYIkeHI9/e/ZCRQCCFSo1w5+Osv4oYNYzBwB9gIhJuZgaurjP4JITI8KQKFECIVEsLCoEMHjOfNox2wNG9eLhYogGVUFAwZwpC8eRnl6srjhw+1jiqEEG8kRaAQQnwAVVVZOWQIleztebZlCxgYwA8/8E1ICHlv34aff+Zu3rwsfvaM2bt341ejBuzeDXLnjRAig5EiUAghUur5c6K++YbpCxdy8cULfs6bF86ehbFjQV8fDA2hXz8K37nDnz16MNzIiM9u3Uq6PFyvHtc8PHjx4oXWZyGEEIAUgUIIkTI+PlC5MjmXL2ctMLtWLYbdugWVKr3WVDEzw3XNGubcvw8jRoCxMVHHjlG/SxfKWVlxdffuT59fCCH+Q4pAIYR4h/DHj+ldpQp7qlaFq1fB1pa6f//NiJMn0X/fsm958sDs2eDvj1/LlsQDLyIjKdq6NXz/PURHf5JzEEKIN5EiUAgh3ubuXeZWrMhqLy++SkggtlUruHQJmjb9sH4KFqTqjh3cPnuWv2rXxuTFC3B3BwcHto0dy4vUrEkshBAfSYpAIYT4L1WFdevAyYkxQUE019fHY+xYjLdvB2vrVHdrUa0aZY8ehW3boFAh/gwIoN2PP1Izb15e3LiRdvmFECIFpAgUQohXXPP0ZIaTE/ToARERmNaqxa4bN3D54QdQlI8/gKJAmzbg50dsmzbkBhqGh2Pg5ARTp0JMzMcfQwghUkCKQCGEeOnh/v1Uq16d8Zcu4aGnB9OmwdGjUKxY2h/MzIyO27Zx7eRJJtSrl1T8TZrEvTJlWD9qFLKYkxAivUkRKIQQqgrz52Pt6spQVaW+iQl1//wTxo9PmgcwHeWtVQvTQ4fAwwPy52dIQADdZ89meKlSEBSUrscWQmRvUgQKIbI1v5MnedS0KQwbBvHxTGzXjv3BweRv0eLThVAU6NQJ9epVKrm4YA70unkTypRJerpY5hYUQqQDKQKFENnW1unTqVK7Nr327UM1MoIlS9D/4w/08+TRJI9iacnYEycIOnmSCp99ljSFzKhRbClThjPr12uSSQiRdUkRKITIfhISYPp0ik+cSKKqEmtqSuShQzBgQNo8/PGRLGvVgmPH4NdfCbaw4Mtbt6jVvTtHv/wS4uK0jieEyCKkCBRCZCsxd+5A48YwYQJOqsopV1f2hIRg7uKidbTkFAV698b01CnaFixIdeCz336DqlXB21vrdEKILECKQCFEtqCqKr8MGULxEiW4e+gQmJnBmjVU2rkTPQsLreO9VW5HR1YHBHBo9eqky9QXL5JYtSozP/+cp//8o3U8IUQmJkWgECLre/GChDFj+GXhQu4nJrIsb144fz5pLsDMQFHI0bMn+PlBx44sT0xkzOHDVCtUiBcnT2qdTgiRSUkRKITI2kJCoEEDDGbN4ndgTs2auN+5k/TkbWaTLx/8/jsVZsygtL4+g+LiMKhTB0aMkHWIhRAfTIpAIUSWtWbMGH4rUybpIQtzcwpv3szwU6fQMzPTOtpHcfn+e3wDAhjg5gaJiTB3LlfLlmX9+PEyybQQIsWkCBRCZD2Jifzdqxe9Zs7km4gIrpUsmXT5t0MHrZOlGRN7e/TXr4edO0mws6NPYCDdZ8zAvWnTpMmvhRDiPaQIFEJkLY8fQ6tWNFmzhtbA9xUrUtLLC0qV0jpZ+nB1Rb14kebOztgAXfftAzc3uTwshHgvKQKFEFnGoaVLSXB2hl270DMxYevKlUz08UHf3FzraOnKIE8exnt7c2PePIoYGMCmTVCnDhFXr2odTQiRgWWYItDd3R1FURgyZAgA8fHxjB49mvLly2NmZoadnR09evTg/v377+xn5cqV1K5dGysrK6ysrGjYsCHnzp1L1mby5MkoipJss7W1Ta9TE0KkN1VlbJMmNBg4kKmBgVC8OJw+jV7fvlon+6Qshg6FAwfA2hovLy+KODqyftIkrWMJITKoDFEEenp6smLFCipUqKDbFx0djbe3NxMmTMDb25utW7dy48YNWrVq9c6+jhw5QpcuXTh8+DCnT5+mUKFCNG7cmHv37iVr5+joSEhIiG67dOlSupybECKdRUaCmxuO+/YBEF+qFHh5QcWK2ubSSt264OnJity5eaKqbJo2DXXVKq1TCZFpHTt2jJYtW2JnZ4eiKGzfvv2tbfv164eiKCxYsCDZ/nr16r02+NS5c+f0DZ4CBloHiIyMxM3NjZUrVzJ9+nTdfktLS/bv35+s7U8//US1atUIDAykUKFCb+xvw4YNyV6vXLmSP/74g4MHD9LjlTnBDAwMPmj0LzY2ltjYWN3rZ8+epfizQoj0EePjg4mbG1y9Sjd9fSoMGUKF2bMzxNJvmipShKW3b1Oqdm36XrqE0rcvXLoEc+aAgeY/9oXIVKKionBycqJ379588cUXb223fft2zp49i52d3Rvf/+qrr5g6darudY4cOdI864fSfCRw4MCBuLq60rBhw/e2DQ8PR1EUcuXKleL+o6OjiY+PJ3fu3Mn2+/v7Y2dnR9GiRencuTO3b99+Zz/u7u5YWlrqNgcHhxRnEEKkrYSEBMa1bUuNypV5fvUq2NnBkSNUmDNHCsCX9C0tGe7ri+XkyUk7Fi5kefny+J06pWkuITKbZs2aMX36dNq1a/fWNvfu3ePbb79lw4YNGBoavrGNqakptra2us3S0jK9IqeYpkWgh4cH3t7euLu7v7dtTEwMY8aMoWvXrlh8wBJPY8aMwd7ePlmRWb16ddauXcvevXtZuXIloaGh1KpVi0ePHr21n7FjxxIeHq7b/Pz8UpxBCJGG4uN5MGAAv2zfzgVVZbujI/j4wGefaZ0s49HTg0mT4I8/2G1sTP9r16j+2WcEHjigdTIhNPfs2TMiIiJ026tX+z5EYmIi3bt3Z+TIkTg6Or613YYNG7C2tsbR0ZERI0ZkiCuKml0XCAoKYvDgwezbtw8TE5N3to2Pj6dz584kJiaydOnSFB9j1qxZbNq0iSNHjiQ7RrNmzXR/Ll++PDVr1qR48eKsWbOGYcOGvbEvY2NjjI2Nda8jIiJSnEMIkUb++Qc6dsT22DF+B+61bEmXbdtAX1/rZBnbF19QNXdu6jZrRrnYWAq1awcbNkDLllonE0Iz/72iN2nSJCb//8j5B5g5cyYGBgZ89913b23j5uZG0aJFsbW15fLly4wdO5YLFy68dtvbp6ZZEejl5UVYWBiVK1fW7UtISODYsWMsXryY2NhY9PX1iY+Pp2PHjty5c4dDhw6leBRwzpw5/PDDDxw4cCDZAydvYmZmRvny5fH39/+ocxJCpJ+1EydSZtkyqj18CObm1FuzBtq21TpWppG3fn32374NnTvD8ePQujXx06eTMHQoJhng3iQhPjU/Pz/s7e11r18d6EkpLy8vFi5ciLe3N8o7bkX56quvdH8uV64cJUuWpEqVKnh7e1OpUqUPPm5a0exycIMGDbh06RK+vr66rUqVKri5ueHr65usAPT39+fAgQPkyZMnRX3Pnj2badOmsWfPHqpUqfLe9rGxsVy9epX8+fN/7GkJIdKaqrKqWzd6TpvGFw8f8rhUKTh3TgrAVDC0s8Pw4EHo3x9VVek/bhwNihTh4Xum3hIiKzI3N8fCwkK3paYIPH78OGFhYRQqVAgDAwMMDAwICAhg+PDhFClS5K2fq1SpEoaGhpoPPmk2Emhubk65cuWS7TMzMyNPnjyUK1eOFy9e0L59e7y9vdm5cycJCQmEhoYCkDt3boyMjADo0aMH9vb2uvsKZ82axYQJE9i4cSNFihTRfSZnzpzkzJkTgBEjRtCyZUsKFSpEWFgY06dPJyIigp49e36q0xdCpMTz5zBgAB02bGAO0NnBgVynTkEGuKE60zI0hGXLCLCxYcuUKTwLC8OneXMaHToE/3mATgjxbt27d3/twdYmTZrQvXt3evfu/dbPXblyhfj4eM0HnzLsXAHBwcHs2LEDgIr/me/r8OHD1KtXD4DAwED09P4d0Fy6dClxcXG0b98+2WdevdYfHBxMly5dePjwIXnz5qVGjRqcOXOGwoULp9v5CCE+TNCpUxQcNAi8vbHQ08N72jRyjB0rT/+mkSKTJ3Pa1pbzQ4bQ6MIFqFkTdu6EkiW1jiZEhhIZGcnNmzd1r+/cuYOvry+5c+emUKFCr12lNDQ0xNbWltKlSwNw69YtNmzYQPPmzbG2tsbPz4/hw4fj7OyMi4vLJz2X16giVYKCglRADQoK0jqKEFnOwm++UQ1B3Q6qam2tqgcOaB0p67pwQVULFlRVUB/lyqVumTZN60RCpKsP/f4+fPiwCry29ezZ843tCxcurM6fP1/3OjAwUK1Tp46aO3du1cjISC1evLj63XffqY8ePUqDs/k4GXYkUAiRDSUmwo8/cnvZMuKBv/PmpfX58/CWyeFFGqhQAc6dI65lS9qeP8+xCRNYdP06g9at0zqZEBlCvXr1UFU1xe3v3r2b7HXBggU5evRoGqdKG5pPFi2EEAA8ewbt28O4ccwGNtWvz7KAACkAPwVbWwyOHKF66dJYAPXWr4fx45OKciFEliVFoBBCc0c3bGBokSKo27aBkRGGK1bQ+dAhFJm65JPRMzNjlp8ffoMGUR5gxgzo3Bk1OlrraEKIdCJFoBBCU6GbNtG0WzcWPH7MOktLOHoUXplTS3xCenrYL1oEq1eDoSE3/vc/atvYcPvsWa2TCSHSgRSBQghtqCrMno1tt278CHTJk4f2Xl5Qo4bWyUTPnrB/P98YGHAyMpLB9erBpUtapxJCpDEpAoUQn9w/d+7wsH17GDUKEhP5rndvNgQHY1q8uNbRxP+rW5d1hw/TLmdOfomJgVq14OW0XUKIrEGKQCHEJ+W7ezdVS5emw9atxOvrw+LFKKtWobxnDXHx6dl99hlbAgKw+fxziIyENm04O2AAiQkJWkcTQqQBKQKFEJ/O0aMYubnxND6e+/r6hHl4wMCBMgF0RpY7N+zZAwMGcERV+WzZMtoWLkzMkydaJxNCfCQpAoUQ6U9VYckSaNgQh6dP+btkSc76+GD/n5V9RAZlaAhLlvCgb1/0AdN79zBu3BhkzWEhMjUpAoUQ6So8LIyuJUpw/dtv4cUL6NIFF19fcpUvr3U08YE6rFzJ6eXL+dXKCuX8eahaFc6f1zqWECKVpAgUQqSf0FAGOzqy6fZtOgOJM2fChg1gaqp1MpFKzl9/TQ5PTyhbFu7f5/saNVjVr5/WsYQQqSBFoBAiffj4QNWqzHz4kFr6+qxctAi9UaPk/r+soHhxOHOGQ9Wr456QQN8VK/Dt21dWGBEik5EiUAiR5vwWLIDPPoPgYGxKl+aEnx9VBg3SOpZISxYW1D9xgqkuLkwCKq5aBV98kfQUsRAiU5AiUAiRZl7ExzOgWjWchg7lSHQ0NG4MZ86glCqldTSRDhQDAyacOMHkNWvAyAi2byeyRg1uHTumdTQhRApIESiESBvPn6PfrRtPPD1JAC7Xqwe7dkGuXBoHE+muRw84coTEfPnofuUKVerV4+D8+VqnEkK8hxSBQoiPd+8e1KmDsnkzv+rrc2DYML49fBgMDLROJj6VmjV5dugQoaamRKsqZiNHws8/a51KCPEOUgQKIT7K7gULmFSmTNJUIXnykOPgQT6fO1frWEIDlo6OHAkO5sDnn1MjIQG++Qb694e4OK2jCSHeQIpAIUSq+S9YQMuhQ5kaGcnOggXh3DmoW1frWEJDxlZW1D5wANzdQVEIXr6cVvnzc+/CBa2jCSH+Q4pAIcSHS0yEiRMpOXQo44CvChaksbc3FCumdTKRESgKjBkDf/1FX319/nr8mC9r1EiaNkgIkWFIESiE+CBhd+4Q1a4dTJsGwJThw1l++zZG1tYaJxMZjqsrS//+m/o5cvBzTAy4uICHh9aphBAvSREohEixy4cOUa1MGbr9+SeJhobw228oc+agyAMg4i2KNWrEofv3Kdq0KTx/Dl26cL5XL+JjYrSOJkS2J0WgECJlfHyI6NSJkLg4LuvpEfa//0GvXlqnEplBrlywcyeMGoUvUGfNGpoUKEBEUJDGwYTI3qQIFEK8344dULs2tR4+5K+CBTlz7hy2rVtrnUpkJvr6MHMmISNHog8YP3qEWcOGcOOG1smEyLakCBRCvFV8XBxjGzTgXuvWEBUFDRvS+OJF8lSurHU0kUk1mzWLMx4ebLSzQ//GDahWDY4c0TqWENmSFIFCiDeLj2ewszM/HjpEGyDhq69g925ZAUR8NMdOnbDy8oJatSA8nMWNGrFpxAitYwmR7UgRKIR43ZMn0KwZI/38KApM+PJL9JcvB0NDrZOJrMLWFg4e5JiLC4NevMBt7lzOT5midSohshV5pE8IkcxTHx9yde0K165R1MyM6+vWYdi2rdaxRFZkYsJnhw7xrZMTBteuUXnyZLCygu++0zqZENmCjAQKIXRWjR5N0cqV8bl2DQoUgBMnpAAU6UrPyIhFly8z77vvUAAGDyZh4kQSExK0jiZElidFoBACgMQ1a/jf7Nk8VVXW5MuXtARcxYpaxxLZgKKvj7JgAUydigr0mzaNXo6OxMfGah1NiCxNikAhsjtVhSlT0OvVi99VlUVOTsy/fRvy59c6mchOFAUmTMB71ChWAxuuX+dsq1YQH691MiGyLCkChcjGnjx4wB+NGsHkyQBYjh7NIG9vFDMzbYOJbKvyzJlsHz6cX/T0+GzfPvjii6SVRoTI5hISEpgzZw7VqlXD1taW3LlzJ9tSQ4pAIbKp8Pv3qV2sGB0PHmSLosCyZfDjj6AnPxaEtlrMmUPvHTvAxAT++ovwRo0Iu3VL61hCaGrKlCnMmzePjh07Eh4ezrBhw2jXrh16enpMfvmL/IeSn/ZCZEcPHmDRpg11IiOxA0rNnw/9+2udSoh/ubrC3r08Nzen5cmT1HZ0JMDbW+tUQmhmw4YNrFy5khEjRmBgYECXLl345ZdfmDhxImfOnElVn1IECpHd3LoFtWqheHryk5UV53fsoPzgwVqnEuJ1derwz6ZNBOjpERoby5N27SAwUOtUQmgiNDSU8uXLA5AzZ07Cw8MBaNGiBbt27UpVnxmmCHR3d0dRFIYMGQJAfHw8o0ePpnz58piZmWFnZ0ePHj24f//+e/vasmULDg4OGBsb4+DgwLZt215rs3TpUooWLYqJiQmVK1fm+PHjaX1KQmQ4W2fNYnD58qg3b0LhwuifOoVty5ZaxxLirYq4unLy8GH22NhQMSAAateGmze1jiXEJ1egQAFCQkIAKFGiBPv27QPA09MTY2PjVPWZIYpAT09PVqxYQYUKFXT7oqOj8fb2ZsKECXh7e7N161Zu3LhBq1at3tnX6dOn6dSpE927d+fChQt0796djh07cvbsWV2b33//nSFDhjBu3Dh8fHyoXbs2zZo1I1B+wxRZ2N01a+g0ejSLnj/n98KF4fRpKFNG61hCvFeBOnWoef48lC4NgYHcqlmTk+vWaR1LiE+qbdu2HDx4EIDBgwczYcIESpYsSY8ePfjyyy9T1aeiqqqaliE/VGRkJJUqVWLp0qVMnz6dihUrsmDBgje29fT0pFq1agQEBFCoUKE3tunUqRMRERH8/fffun1NmzbFysqKTZs2AVC9enUqVarEsmXLdG3Kli1LmzZtcHd3T1Hu4OBgChYsSFBQEAUKFEjh2QqhkdWr4auvWPriBZfs7Vl86RL6VlZapxLiw/zzDyH161Pr6lX+AXYvX069r7/WOpXIZLLK9/fZs2c5efIkJUqUeO8A2dtoPhI4cOBAXF1dadiw4XvbhoeHoygKud6xgP3p06dp3Lhxsn1NmjTh1KlTAMTFxeHl5fVam8aNG+vavElsbCwRERG67dmzZ+/NK4TW4uPieDZxIvTuDS9eMKBbN5beuiUFoMicbGyw3LePspaW2ANlhg+Hd/zcFiIrOXbsGC9evNC9rl69OsOGDaN58+YcO3YsVX1qWgR6eHjg7e2dotG3mJgYxowZQ9euXbGwsHhru9DQUGxsbJLts7GxITQ0FICHDx+SkJDwzjZv4u7ujqWlpW5zcHB4b2YhtBQZHk7rkiVpPW0asQCjR8OaNSipvHdEiIzAtEABtt+8ybHq1bGNjITGjeHQIa1jCZHu6tevz+PHj1/bHx4eTv369VPVZ4qLwNy5c/Pw4UMArKysXpuk8EMnLAwKCmLw4MGsX78eExOTd7aNj4+nc+fOJCYmsnTp0vf2rShKsteqqr62LyVtXjV27FjCw8N1m5+f33tzCKGZmBhut2vH8cBAzgAXR4yQOQBFlmFkbU3+Q4eSCsCoKI40bcpimeJIZHFvq1MePXqEWSon+DdIacP58+djbm6u+/O7CqaU8PLyIiwsjMqVK+v2JSQkcOzYMRYvXkxsbCz6+vrEx8fTsWNH7ty5w6FDh945Cghga2v72oheWFiYbuTP2toafX39d7Z5E2Nj42RP30RERKT4XIX4pMLDoXVrKhw9yg5DQ3JMmULVsWO1TiVE2jI1hR07CGjZkpb79xO5fDk2pqZ0mDdP62RCpKl27doBSYNXvXr1SlaLJCQkcPHiRWrVqpWqvlNcBPbs2VP35169eqXqYK9q0KABly5dSravd+/elClThtGjRycrAP39/Tl8+DB58uR5b781a9Zk//79DB06VLdv3759ur8gIyMjKleuzP79+2nbtq2uzf79+2nduvVHn5cQWrp+8iRGX31F0atXwdyc+jt2QL16WscSIn0YG1No505GVK7M8cuXablgAVSsCD16aJ1MiDRjaWkJJI0EmpubkyNHDt17RkZG1KhRg6+++ipVfae4CHyVt7c3hoaGukkL//zzT3777TccHByYPHkyRkZG7+3D3NyccuXKJdtnZmZGnjx5KFeuHC9evKB9+/Z4e3uzc+dOEhISdKN3uXPn1h2jR48e2Nvb6+4rHDx4MHXq1GHmzJm0bt2aP//8kwMHDnDixAndcYYNG0b37t2pUqUKNWvWZMWKFQQGBtJfLieITMx31y4atWpFrsRETlhbY7NvHzg7ax1LiHSlGBkxydeX+K+/xvDXX6FnT4iKQu3f/6OvWAmREfz2228AFClShBEjRqT60u+bpOoGoX79+nHjxg0Abt++TadOnTA1NeV///sfo0aNSpNgwcHB7Nixg+DgYCpWrEj+/Pl126tP8QYGBuomTwSoVasWHh4e/Pbbb1SoUIHVq1fz+++/U716dV2bTp06sWDBAqZOnUrFihU5duwYu3fvpnDhwmmSXYhP7tIl8n35JTkTE7E0MkJv504pAEX2oa+P4S+/wMuVb34eMIBulSsTHx+vcTAh0s6kSZPStACEVM4TaGlpibe3N8WLF2fmzJkcOnSIvXv3cvLkSTp37kxQUFCahsyIsso8QyILOHECWraEp0+5U6oUeXbswKJ0aa1TCfHpqSrB331H8cWLiQOWt2zJ1zt2aJ1KZDCZ6fvb2dk5xSPa3qlYWztVl4NVVSUxMRGAAwcO0KJFCwAKFiyoe4JYCJH+Vg8dSvGlS6kdFwcuLhT96y+QOQBFdqUoFPjpJ7aGh3N63Tq++usvmDcPhg3TOpkQqdKmTZt07T9VRWDlypWZPn06DRs25OjRo7qVN+7cufPOJ2yFEGln2+DB9F60CEvAt359iuzcmfTEpBDZnOvatbiWLQvffw/Dh6NaWsKXX8o9giLTmTRpUrr2n6p7AhcuXIi3tzeDBg1i3LhxlChRAoA//vgj1Y8pCyE+wPz5NF20iNrA1w4OFN6zRwpAIV41ZgyMHEkiMLhvXyZ26KB1IiE+2tOnT/nll18YO3asbuJob29v7t27l6r+PuiewOjoaEaOHMn27duJi4ujYcOG/PTTT1hbWwNJq3ro6+tjaGiYqjCZSWa6p0BkHWpiIsr48fDyafjYQYMwXrBAJoEW4k1UlYOurjR8uZa8z7JlVJRZILK9zPr9ffHiRRo2bIilpSV3797l+vXrFCtWjAkTJhAQEMDatWs/uM8P+uaYNGkSq1evxtXVla5du3LgwAG++eYb3fsmJibZogAUQgux0dF0LFGCVf+/zOIPP2C8cKEUgEK8jaLQ4K+/+LF8edYBFYcPh9OntU4lRKoMGzaMXr164e/vn2yltWbNmqV67eAPuidw69atrFq1is6dOwPg5uaGi4sLCQkJ6OvrpyqAECIF4uNZV78+f9y5wy6gxZw52AwfrnUqITI+fX1Gnz+f9AT9vn3QvDkcOwYv57kVIrPw9PRk+fLlr+23t7d/bRW0lPqgIYSgoCBq166te12tWjUMDAy4f/9+qg4uhEiBuDjo1Ik+584xWFHYMX68FIBCfAgjI9i6FWrVIurpU1pVrcr+1au1TiXEBzExMXnjkrXXr18nb968qerzg4rAhISE11YDMTAw4MWLF6k6uBDi3Z6FhaG2bg3btqEYGbHgzz9pOG2a1rGEyHzMzGDnTmbny8dfsbF069OH6Js3tU4lRIq1bt2aqVOn6iZBVxSFwMBAxowZwxdffJGqPj/ocrCqqq8tXhwTE0P//v2TzWK9devWVIURQvwr9NYtGjk50SgqirkmJig7dkCjRlrHEiLzsrJirKcn1x0dGRwZiWnr1kmXhlOwLr0QWpszZw7NmzcnX758PH/+nLp16xIaGkrNmjWZMWNGqvr8oCKwZ8+er+3r1q1bqg4shHiH8HCON2/O5agoHioKozdtwkYKQCE+mnGhQmy6dAk++wz8/KBZMzh4EMzNtY4mxDtZWFhw4sQJDh8+jJeXF4mJiVSqVImGDRumus8PKgL/fxFjIUQ6evQImjShw40b/JYjB5+tXYtNOs8aL0S2UqQI7N8PtWsT6OnJ10WKsOrcOeyLF9c6mRBvlJiYyOrVq9m6dSt3795FURSKFi2Kra0tqqqmeiJ0mVtCiAzkxunTRNetC15eYG1Nr1OnKNG+vdaxhMh6ypaFPXvora/P3seP6VWzJsj97SIDUlWVVq1a0bdvX+7du0f58uVxdHQkICCAXr160bZt21T3LUWgEBmE199/U/Ozz2h35QqxNjZw9ChUrKh1LCGyripVWLV+Pc309Pj1wQMYPBhSvn6CEJ/E6tWrOXbsGAcPHsTHx4dNmzbh4eHBhQsXOHDgAIcOHUrVRNEgRaAQGcPdu8T27UtMYiKPjYyI3rkTHBy0TiVEllekc2d2//EHBRUFli6F+fO1jiREMps2beL777+nfv36r733+eefM2bMGDZs2JCqvqUIFEJr/v5Qpw617t/noJ0dB729sapSRetUQmQfbdvCnDkAnB0+nJ/69NE4kBD/unjxIk2bNn3r+82aNePChQup6luKQCE0dGDVKkJcXCAoCMqUoca5c5g7OmodS4jsZ+hQbru5UQ/47tdf2TVvntaJhADg8ePH2NjYvPV9Gxsbnjx5kqq+pQgUQiP7fvkF1759qffgAWEODkn3ANrbax1LiOxJUSi2ejX9ihShBVDX3R1u39Y6lRAkJCRgYPD2yVz09fVTvWjHB00RI4RII1evUmrsWPID5S0tsTp4EPLl0zqVENmbgQFzfX2hXj30fX3B1RVOnQIrK62TiWzsTQt1vCo2NjbVfUsRKMSndvUq1K9PkYcPOeXgQN6DBzG0tdU6lRAC0Le0hF27oHp1uHaNv+rUofbBg+SSX9KERt60UMd/9ejRI1V9SxEoxCe0d+VK8owZQ5XHj8HJCbuDB2XJKiEyGjs72LWLxdWqMejyZRo6ObE7IABDIyOtk4lsKD0X6pB7AoX4RE5u2EDrr7+m4ePHXC1dOmmpKikAhciYKlTAZd48zIDyoaHoTZ+udSIh0pyMBArxKVy9SoWhQ6kK5LW0pPjhw1IACpHBOQ8YwJWICAqPHQvTpkHx4pCCS3NCZBYyEihEert2DerXx/zBA/4uVw6Pq1cxyp9f61RCiBQoPGYMjBkDgNq3L1dXr9Y2kPjkjh07RsuWLbGzs0NRFLZv3/7Wtv369UNRFBYsWJBsf2xsLIMGDcLa2hozMzNatWpFcHBw+gZPASkChUhH+1etwqNGDfjnH3ByIufhw1IACpHZzJhBXPv29Hzxgsq9e+O5ebPWicQnFBUVhZOTE4sXL35nu+3bt3P27Fns7Oxee2/IkCFs27YNDw8PTpw4QWRkJC1atCAhISG9YqeIXA4WIp1c2rGDVn37EgfYFC9O/QMHwNpa61hCiA+lp4feb7/x8MAB4p4+5drAgVStWxfeMYGvyPiePXtGRESE7rWxsfEbp2Fp1qwZzZo1e2df9+7d49tvv2Xv3r24uromey88PJxVq1axbt06GjZsCMD69espWLAgBw4coEmTJmlwNqkjI4FCpIdr13D86iu6Aq4WFrgcOyYFoBCZmEHOnPzu48NBe3u6P3wI7dtDXJzWscRHcHBwwNLSUre5u7unqp/ExES6d+/OyJEjcXzDik9eXl7Ex8fTuHFj3T47OzvKlSvHqVOnUp0/LchIoBBp7do1qFcPvbAwVlaowIu//8boDZcHhBCZi3mRItQ9eBCqVYMTJ4gfNAiDn39GURSto4lU8PPzw/6VVZreNhnz+8ycORMDAwO+++67N74fGhqKkZERVv+ZdNzGxobQ0NBUHTOtyEigEGno+KZNTKtaFfXlPYB6Bw9KAShEVlK6NGzcSBjQYMUKZrdvr3UikUrm5uZYWFjottQUgV5eXixcuJDVq1d/8C8Dqqpq/guEFIFCpJFQT09c3dyYGBnJb/b2IPcACpE1ubqys21bjgPuW7fyeM8erRMJjRw/fpywsDAKFSqEgYEBBgYGBAQEMHz4cIoUKQKAra0tcXFxPHnyJNlnw8LCsNH4vlIpAoVIC8HB2HbuzAxVpYGpKV1OnJACUIgsrPcffzDFwYFTQO7eveH+fa0jCQ10796dixcv4uvrq9vs7OwYOXIke/fuBaBy5coYGhqyf/9+3edCQkK4fPkytWrV0io6IPcECvHxQkOhQQO4fZtBxYsz4NAh9AsV0jqVECIdKXp6TDx7FmrWhMuXoV07OHoUUnlfmci4IiMjuXnzpu71nTt38PX1JXfu3BQqVIg8/5n439DQEFtbW0qXLg2ApaUlffr0Yfjw4eTJk4fcuXMzYsQIypcvr3taWCsyEijER7h68iR9y5Yl9sYNKFwYpAAUIvvImRO2b4dcubh69izfVapEosbzvom0d/78eZydnXF2dgZg2LBhODs7M3HixBT3MX/+fNq0aUPHjh1xcXHB1NSUv/76C319/fSKnSKKqqqqpgkyqeDgYAoWLEhQUBAFChTQOo7QQFxoKGUKF+ZOXBzDzMyYe+FC0rJSQohsJerPPynWpg1hwMw2bRi1bZvWkcQ7yPf3v2QkUIjUCA/HqFUrlsfFUcPQkO8PHJACUIhsyqx1a+Z06kQdoNdff8GxY1pHEiJFpAgU4kNFRkLz5uDpSaM8eTjl5UWeGjW0TiWE0FD3TZs43KkT+RISkiaSDgrSOpIQ75VhikB3d3cURWHIkCG6fVu3bqVJkyZYW1ujKAq+vr7v7adevXooivLa9uoyLpMnT37tfVtb23Q4K5HVhNy6xRdFixJ26hTkygX796OUL691LCGE1hQFvV9/hYoV4cEDjjVowKPgYK1TCfFOGaII9PT0ZMWKFVSoUCHZ/qioKFxcXPjxxx9T3NfWrVsJCQnRbZcvX0ZfX58OHToka+fo6Jis3aVLl9LkXEQWFhNDt2rV2PrwIb309WHvXnh5o7AQQmBqCtu2sTZnTj7396dj1aq8iI/XOpUQb6X5FDGRkZG4ubmxcuVKpk+fnuy97t27A3D37t0U95c7d+5krz08PDA1NX2tCDQwMJDRP5FycXHQsSPLHj+ml54eSzZtSlo6SgghXlWkCJUWLMCkb1/sQkN5MX8+BqNGaZ1KiDfSfCRw4MCBuLq6pttcOatWraJz586YmZkl2+/v74+dnR1Fixalc+fO3L59+539xMbGEhERoduePXuWLnlFBvTiBbi5wV9/UcrEhJP791P0P79UCCHE/yvXpw8+48axFjAZOxYOHtQ6khBvpGkR6OHhgbe3N+7u7unS/7lz57h8+TJ9+/ZNtr969eqsXbuWvXv3snLlSkJDQ6lVqxaPHj16a1/u7u5YWlrqNgcHh3TJLDKW51FRdCpZkot//AFGRrBtG8rnn2sdSwiRwZWcNg2lZ09ITIQuXYh6ZbJhITIKzYrAoKAgBg8ezPr16zExMUmXY6xatYpy5cpR7T+X7Zo1a8YXX3yhm617165dAKxZs+atfY0dO5bw8HDd5ufnly6ZRQaiqkyoU4fNd+/SCohbtw6aNtU6lRAiM1AUWLaM2HLlGPzgAdWdnIiWK0gig9GsCPTy8iIsLIzKlSvrFl0+evQoixYtwsDAgISPnHU9OjoaDw+P10YB38TMzIzy5cvj7+//1jbGxsZYWFjoNnNz84/KJzKBqVMZ7+1NQ2Dt2LEYdeyodSIhRGaSIwfhy5ezWVG4Eh3Nri+/1DqREMloVgQ2aNCAS5cuJVt0uUqVKri5ueHr6/vRS6ls3ryZ2NhYunXr9t62sbGxXL16lfz583/UMUUWsmABTJ5MLmDfwoXU+eEHjQMJITKjfLVqsWnsWP4COmzZIvcHigxFs6eDzc3NKVeuXLJ9ZmZm5MmTR7f/8ePHBAYGcv/+fQCuX78OgK2tre7J3h49emBvb//afYWrVq2iTZs2ry3sDDBixAhatmxJoUKFCAsLY/r06URERNCzZ880P0+R+Uxp3RqnHTtoAzBtGsp332mcSAiRmdWbMQP++QdWrUp6yMzXF2R2CpEBaP508Lvs2LEDZ2dn3UTPnTt3xtnZmZ9//lnXJjAwkJCQkGSfu3HjBidOnKBPnz5v7Dc4OJguXbpQunRp2rVrh5GREWfOnKFw4cLpdzIiU/hz1Cgm79hBe8C/Tx8YN07rSEKIrGDRIihXjoh//uH7GjWIiYrSOpEQKKqqqlqHyIxkAeosaM8eXrRsyVcvXlCqShXGnjuXdHO3EEKkAdXPj1rly3MmMZFB1auz6MwZrSNlS/L9/a8MPRIoxCdz4gS0a4fBixf82rEjY06flgJQCJGmFAcHJg4ZQhGg67lzcPSo1pFENidFoMj29i1ZwsyGDVGfP4fmzVHWrUMx0HwxHSFEFtRs7lyudetGDVWFLl0gLEzrSCIbkyJQZGtBhw/T9ttvGRMby8bSpeF//0uaFFoIIdKJ8c8/Q9myEBJCaMeOxMfGah1JZFNSBIrs6+5dCnbvzjSgqYUFHU6cSFoAXggh0pOZGWzezAEjIyocPcq4Ro20TiSyKSkCRfb0zz/QqBHcu8ewsmXZeeMGRtbWWqcSQmQX5crxrG9fHgD7jx8nRuYPFBqQIlBkO//cusWoChWIv3kTihSB/fvRt7HROpYQIptpu3gxmz/7jFOASc+e8PCh1pFENiNFoMhWEp8/p1WlSswOC+NbExPYtw/s7bWOJYTIjhSFDrt3k6NUKbh3D3r2hMRErVOJbESKQJF9JCai17s3kyMiKKoojNy4EUqW1DqVECI7MzeHzZvB2Jj1u3fj/nJxBCE+BSkCRfagqjB0KPz+O80MDbm2cycl2rbVOpUQQoCTE2cGD6Y7MG7PHs6vX691IpFNSBEosjxVVZnfsiWPFi1K2rFmDUbNm2sbSgghXlHjxx/pW6QIU4CK7u4g08aIT0CKQJHlzerYkWG7dlEXiJs9O2mCViGEyEgUhRVnzzIhXz4M/Pxg4kStE4lsQIpAkbXt3EnLrVspAAxs1AijESO0TiSEEG+k5MsHy5cDoM6aRdDWrRonElmdFIEi6zp1Cjp2xCExkStduvDN3r1aJxJCiHdr04YHHTvSHKjZsSNPgoO1TiSyMCkCRZZ0dM0arjZrBi/XA7ZYswYURetYQgjxXmbz53PLwICHCQmc/eYbreOILEyKQJHl+O7ZQ8vevfksIgK/8uWTpl8wNNQ6lhBCpIipnR0eixbhDTTduRP279c6ksiipAgUWcvjxxQYPJiyqoqTqSnF/v47aZ1OIYTIRCp98w0OAwcmvfjyS3j6VNM8ImuSIlBkHdHR0LIl1jducMjWlu3nzmEiq4EIITKrmTOhRAluBwczqW5dVFXVOpHIYqQIFFlCdGQkp5o3T3oYJFcuzPbvx8LRUetYQgiRemZmPFu6lKrA1IsXWTt4sNaJRBYjRaDI9BITE+leqRJ1jx5lvb4+/PknlCundSwhhPho5o0aMbJuXeoAdTZsgAcPtI4kshApAkWm92LZMoz9/dEDinz/PdSpo3UkIYRIMyN37+awoyNFHz+G/v2TlsEUIg1IESgyt717MRo8mA3AuW++4bOpU7VOJIQQaUrf1BS9devAwAC2biXy11+1jiSyCCkCRaZ1/+BB6NABEhJQunfHackSrSMJIUT6cHYmccIE5gOFv/qKG8ePa51IZAFSBIpM6fLhw5Rt1IjRz56RWKcOrFwpk0ELIbK2MWPYZWHBY1Xllx495LKw+GhSBIrMJyqKwz17EqGqnMmRgxe//w7GxlqnEkKIdKVnZMRv27ezwsCAmXfvwooVWkcSmZwUgSJzSUgANzcGBQWxxdycrceOYWRrq3UqIYT4JArWr89Xs2ejAAwfDnfvapxIZGZSBIpMIzExkYQRI5KmgDE2pt3ff5OnShWtYwkhxKf13XdQpw4voqLwaN9eJpEWqSZFoMg0xjRpQvsFC4gCWL0aXFw0TiSEEBrQ0yNxyRI+A7p4ebFp9GitE4lMSopAkSncXrWKRQcOsB041K0bdO6sdSQhhNCMXrlytHRxITegrF0LsbFaRxKZkBSBIuO7cIFiQ4ZwEJhTtSot167VOpEQQmhu+LZt3LCxocs//8CcOVrHEZmQFIEiY7t/H1q0gMhIXD7/nOEnTshUMEIIAZjkzUueefOSXsyYAQEB2gYSmY4UgSLDehAYSHtHR+4FB0PZsrBlCxgZaR1LCCEyji5doG5dPJ8/Z0iDBvKQiPggUgSKjElV6efiwpanT+lqYAA7d0KuXFqnEkKIjEVReDJjBvWAhbdu8b/x47VOJDIRKQJFxvTjj8wJDqYW8POqVVCsmNaJhBAiQ7JycWFMzZp0B+p4eMhDIiLFpAgUGc+OHTBuHMWAE8uWUbZHD60TCSFEhjZ+927W2thge/s2zJ+vdRyRSUgRKDKUg7/8gk/nzklrYg4ciNK/v9aRhBAiw1Ny5YJZs5JeTJtGojwkIlIgwxSB7u7uKIrCkCFDdPu2bt1KkyZNsLa2RlEUfH1939vP6tWrURTltS0mJiZZu6VLl1K0aFFMTEyoXLkyx48fT+MzEh/q+pkzfNGvH589f865ypXlt1khhPgQ3bsTXr06Q6KjaVGjhjwkIt4rQxSBnp6erFixggoVKiTbHxUVhYuLCz/++OMH9WdhYUFISEiyzcTERPf+77//zpAhQxg3bhw+Pj7Url2bZs2aERgYmCbnI1IhPh6bESOokZiIs4kJTjt2gKGh1qmEECLzUBQejh/Pz8DfoaGcWrRI60Qig9O8CIyMjMTNzY2VK1diZWWV7L3u3bszceJEGjZs+EF9KoqCra1tsu1V8+bNo0+fPvTt25eyZcuyYMECChYsyLJlyz76fEQqDR5MrpMn2ZkzJzsPHcLYzk7rREIIkekUb9GC+XXrshdwWb4c4uK0jiQyMM2LwIEDB+Lq6vrBhd67REZGUrhwYQoUKECLFi3w8fHRvRcXF4eXlxeNGzdO9pnGjRtz6tSpt/YZGxtLRESEbnv27Fma5c3uLk+YAMuWgaJgsGkTuWrW1DqSEEJkWt9s307jvHnh6lWQ0UDxDpoWgR4eHnh7e+Pu7p5mfZYpU4bVq1ezY8cONm3ahImJCS4uLvj7+wPw8OFDEhISsLGxSfY5GxsbQkND39qvu7s7lpaWus3BwSHNMmdny4cNo8L06cwGcHdPWh1ECCFE6uXKBTNnAhA1eTIhrwyECPEqzYrAoKAgBg8ezPr165Pdr/exatSoQbdu3XBycqJ27dps3ryZUqVK8dNPPyVrp/xn6TFVVV/b96qxY8cSHh6u2/z8/NIsc7Z1+zZXli1DBeKdnGDUKK0TCSFE1tCzJ8cdHCgbFcWXrq7ykIh4I82KQC8vL8LCwqhcuTIGBgYYGBhw9OhRFi1ahIGBAQkJCWlyHD09PapWraobCbS2tkZfX/+1Ub+wsLDXRgdfZWxsjIWFhW4zNzdPk3zZ1rNn0Lo1i2Ji2FOqFGNPnZI1gYUQIq3o6WE7Ywb/AFdDQgjbtk3rRCID0qwIbNCgAZcuXcLX11e3ValSBTc3N3x9fdHX10+T46iqiq+vL/nz5wfAyMiIypUrs3///mTt9u/fT61atdLkmOLdYp8/R3Vzg8uXIX9+mhw6hGJqqnUsIYTIUkq2acPuli3xA2wmToT4eK0jiQzGQKsDm5ubU65cuWT7zMzMyJMnj27/48ePCQwM5P79+wBcv34dINkTvz169MDe3l53X+GUKVOoUaMGJUuWJCIigkWLFuHr68uSJUt0xxk2bBjdu3enSpUq1KxZkxUrVhAYGEh/mZg43SUmJvJFhQrkv3mTJUZGGG3fDvb2WscSQogsqcHq1VCqFFy5AkuWwCtz8Qqh+dPB77Jjxw6cnZ1xdXUFoHPnzjg7O/Pzzz/r2gQGBhISEqJ7/fTpU77++mvKli1L48aNuXfvHseOHaNatWq6Np06dWLBggVMnTqVihUrcuzYMXbv3k3hwoU/3cllUydnzGD3zZusB65PmQKv/P8ihBAijeXODT/8AMD+CRMIvnRJ40AiI1FUuVs0VYKDgylYsCBBQUEUKFBA6ziZw5UrUL06e6OieOrqSqedO7VOJIQQWV9CAuPz52fGgwd0L1OGtVevap1IU/L9/a8MPRIospCnT6FNG4iKokmDBnTavl3jQEIIkU3o69Nm0iSMgLzXr6O+vLVKCCkCRbp7Fh7OACcnHt+8CYULg4cHGGh2O6oQQmQ7VQYOJKhBA+aqKsqYMVrHERmEFIEi3X1TuzbLAgNpoyioW7aAtbXWkYQQItvJt2gR6OvD9u1w5IjWcUQGIEWgSF9//snIS5coA8yaMAGlcmWtEwkhRPbk4AD9+nEPGN6xI7HPn2udSGhMikCRfq5dg+7dcQIuDxpEjSlTtE4khBDZWuLEiXyup8e8Bw9Y1KuX1nGExqQIFOnizsWL3G7ePGllkLp10Z87V+tIQgiR7enZ2PB9+/bUAuoeOgRRUVpHEhqSIlCkuejISNrWrk2VO3c4kTcvbN4MhoZaxxJCCAF0/+03ThQpQrWHD2HOHK3jZHjHjh2jZcuW2NnZoSgK2/8zu8XkyZMpU6YMZmZmWFlZ0bBhQ86ePZusTb169VAUJdnWuXPnT3gWbyZFoEhzz6ZPxyQiAgOgyK+/Qr58WkcSQgjxkp6pKcqsWUkvZs2Cl6tyiTeLiorCycmJxYsXv/H9UqVKsXjxYi5dusSJEycoUqQIjRs35sGDB8naffXVV4SEhOi25cuXf4r47yTzdIi0tWsXNrNmcRS4NW0aBVq00DqREEKI/2rfnhc1a7Li9GlO16nDups3tU6UYTVr1oxmzZq99f2uXbsmez1v3jxWrVrFxYsXadCggW6/qampbsnbjEJGAkWaibl8GdzcQFUxHjAAh/HjtY4khBDiTRSFwOHDGQKsv3WLQxlgVOpTe/bsGREREbotNjb2o/uMi4tjxYoVWFpa4uTklOy9DRs2YG1tjaOjIyNGjODZs2cffbyPJUWgSBPB169TytmZFeHh4OIC8+drHUkIIcQ7FPviCyaWL89ioM6mTZDNVpF1cHDA0tJSt7m7u6e6r507d5IzZ05MTEyYP38++/fvx/qVOXHd3NzYtGkTR44cYcKECWzZsoV27dqlxWl8FFk7OJVk7cFXqCoTHByYfu0aTgYGnPX3x7hIEa1TCSGEeJ+AAChdGmJj4c8/oVUrrROlu////vbz88Pe3l6339jYGGNj43d+VlEUtm3bRps2bZLtj4qKIiQkhIcPH7Jy5UoOHTrE2bNnyfeWe+K9vLyoUqUKXl5eVKpU6aPPKbVkJFB8vHnzmHrtGrP19Ni6aZMUgEIIkVkULgzDhgGgjhhBXDaaMsbc3BwLCwvd9r4C8F3MzMwoUaIENWrUYNWqVRgYGLBq1aq3tq9UqRKGhob4+/un+phpQYpA8XFOnIDRo1GAEYsXU6x9e60TCSGE+BBjxuBjZUVtf3/Gt26tdZosQVXVd95jeOXKFeLj48mfP/8nTPU6KQJFqvkdO8bkZs1ISEhIeiCkf3+tIwkhhPhQFhaEuLlxEvjl0CEig4K0TpShREZG4uvri6+vLwB37tzB19eXwMBAoqKi+P777zlz5gwBAQF4e3vTt29fgoOD6dChAwC3bt1i6tSpnD9/nrt377J79246dOiAs7MzLi4uGp6ZFIEilWKjo/miWTOmREYy0doafv4ZFEXrWEIIIVKh2bx5zLa15ZKqknPBAq3jZCjnz5/H2dkZZ2dnAIYNG4azszMTJ05EX1+fa9eu8cUXX1CqVClatGjBgwcPOH78OI6OjgAYGRlx8OBBmjRpQunSpfnuu+9o3LgxBw4cQF9fX8tTkwdDUivbPxgyfjwbZsxgqqJw4vhx8mr824wQQoiPtHcvNG2atMKTnx+UKKF1onSR7b+/XyEjgeLD7doFM2bgBlxZt04KQCGEyAqaNEkqAuPjCRg0iMTERK0TiXQmRaD4INcPHiS6W7ekF99+i4Gbm7aBhBBCpJ05cxgPlNyzh//NmKF1GpHOpAgUKfbw3j0aNW9OzadPCXBykoXHhRAiq3F0xKhSJeKBQ0uWZLsJpLMbKQJFit0dMoTYuDhi9PSwWr8ePmJOJSGEEBnTsE2bOGBkxPJ//oEdO7SOI9KRFIEiZTZupMoff+AD/LlsGRblymmdSAghRDrIWaoUDUaMSHoxZgy8eKFtIJFupAgU76VeuQJffw2A3fjxlHn5ZyGEEFnUqFGQJw8x165xfOxYrdOIdCJFoHinoGvXqFy5MmeioqBBA5g8WetIQggh0pulJfe++45SQJM5c7in8fJmIn1IESjeTlX5vmlTfGJjGWJoiLphA2g8saUQQohPw270aAoZG5MHuDNrltZxRDqQIlC83bJlLAkIoLeisHH9ehQbG60TCSGE+EQUY2M2zpnDDeAzDw8IC9M6kkhjUgSKN/P0hCFDsAB+nTOHYh07ap1ICCHEJ1ZowAByVKkCkZEwbZrWcUQakyJQvObOhQvsbNkS4uOhbVsYOlTrSEIIIbSgpwcvLwUfXLqUc1u2aBxIpCUpAkUy8XFxdP78c1r+8w9Lc+eGX38FRdE6lhBCCK3Ur89PZcvSMDGRQV9/jSoTSGcZUgSKZNSVK6n1+DFWQIvffoNcubSOJIQQQmMdly7FCqjx+DGxJ05oHUekESkCxb8uXcJoxAjmA9cnTaJQq1ZaJxJCCJEB2NSrR4CbGwsBkwkTZDm5LEKKQAFA9IMHqB06QEwMNGtG3okTtY4khBAiAzF3dwcTEzh6FHbt0jqOSANSBAoSEhJoUaECbtevE2FrC2vWJN0MLIQQQvy/ggVh8GDuAYN79iTiyROtE4mPJN/0gjNTp3IsNJQdQOisWZA3r9aRhBBCZEDq6NG01Ndn0ePHzO7RQ+s44iNJEZjd+fvjMm8ex4E1HTpQqnt3rRMJIYTIoBQrKyZ0744L0PzMGYiO1jqS+AgZpgh0d3dHURSGDBmi27d161aaNGmCtbU1iqLg6+v73n5WrlxJ7dq1sbKywsrKioYNG3Lu3LlkbSZPnoyiKMk2W1vbND6jTCA2Fjp1gshIatatyxebNmmdSAghRAbXZtkyjhcuTM2HD2HhQq3jiI+QIYpAT09PVqxYQYUKFZLtj4qKwsXFhR9//DHFfR05coQuXbpw+PBhTp8+TaFChWjcuDH37t1L1s7R0ZGQkBDddunSpTQ5l8xCVVWm1q1LqI8PWFuDrAsshBAiBRQTE5QZM5Je/PgjPHyobSCRagZaB4iMjMTNzY2VK1cyffr0ZO91f3lp8u7duynub8OGDcler1y5kj/++IODBw/S45X7FwwMDD5o9C82NpbY2Fjd62fPnqX4sxnRT199xaSzZ1kFXF+5EhN7e60jCSGEyCy6dCF+zhx+8fXFu149Vl6+rHUikQqajwQOHDgQV1dXGjZsmC79R0dHEx8fT+7cuZPt9/f3x87OjqJFi9K5c2du3779zn7c3d2xtLTUbQ4ODumS95MICKDR5s2UB0Y1aIBJmzZaJxJCCJGZ6Olx57vvGAT8cuUKJ+R2okxJ0yLQw8MDb29v3N3d0+0YY8aMwd7ePlmRWb16ddauXcvevXtZuXIloaGh1KpVi0ePHr21n7FjxxIeHq7b/Pz80i1zuoqPhy5dKPvsGZ5VqjBA5noSQgiRCqV692ZMsWIsBmps3Kh1HJEKml0ODgoKYvDgwezbtw8TE5N0OcasWbPYtGkTR44cSXaMZs2a6f5cvnx5atasSfHixVmzZg3Dhg17Y1/GxsYYGxvrXkdERKRL5vSkqiqhw4aR//RpsLTEePNmeOWchBBCiA8xfedOqFABdu6EffugcWOtI4kPoNlIoJeXF2FhYVSuXBkDAwMMDAw4evQoixYtwsDAgISEhI/qf86cOfzwww/s27fvtQdO/svMzIzy5cvj7+//UcfM6H4bMYJSixezCeCXX6BoUa0jCSGEyMzKloVvvwVAHTyY2MhIjQOJD6FZEdigQQMuXbqEr6+vbqtSpQpubm74+vqi/xFPqs6ePZtp06axZ88eqlSp8t72sbGxXL16lfz586f6mBmd+s8//G/xYiKBgOrVoX17rSMJIYTICiZN4kKuXNS+do3vW7bUOo34AJpdDjY3N6dcuXLJ9pmZmZEnTx7d/sePHxMYGMj9+/cBuH79OgC2tra6J3t79OiBvb297r7CWbNmMWHCBDZu3EiRIkUIDQ0FIGfOnOTMmROAESNG0LJlSwoVKkRYWBjTp08nIiKCnj17pv+Ja0FVUb78kp1xcWywt6fbwYNaJxJCCJFV5MpFaI8enFy0iCtHjzLpzh0s5EpTpqD508HvsmPHDpydnXF1dQWgc+fOODs78/PPP+vaBAYGEhISonu9dOlS4uLiaN++Pfnz59dtc+bM0bUJDg6mS5culC5dmnbt2mFkZMSZM2coXLjwpzu5T2nxYti9G31jY3rs2YOemZnWiYQQQmQhTebNY66dHZdUFYvZs7WOI1JIUVVV1TpEZhQcHEzBggUJCgqiQIECWsd5q4MrV3Lpm2/4LiEBvZ9+0t27IYQQQqSpo0ehXj3Q0wNvb3By0jrRG2WW7+9PIUOPBIqPEx4aSo8BAxiakMBiBwcYOFDrSEIIIbKqunWhQwdITOTm118THxendSLxHlIEZmEWU6cy/sULnA0M6LNrFyiK1pGEEEJkZbNnM8PAAIdz51jWv7/WacR7SBGYVf31F8qyZXwDeO7YgVmRIlonEtlQVFQUUVFRvHrXSVxcHFFRUcmWYXy1bWJiom5ffHw8UVFRxMTEpKjth/rrr7/IlSuXrh9fX18URWHkyJG6Nv369aNt27bkyJGDPXv2JPv81q1bMTMzI/LltBijR4+mVKlSmJqaUqxYMSZMmJAs14ULF6hfvz7m5uZYWFhQuXJlzp8/r3v/1KlT1KlThxw5clCwYEG+++47oqKiPvi8hNBM4cJYN2lCPHBu82Z4/lzrROIdpAjMgkJ9fYnv1SvpxfDh6L8yObYQn9L/P5X/8JUF5mfPnk3OnDn59j/3p+bLl4+cOXMSGBio27dkyRJy5sxJnz59krUtUqQIOXPm5OrVq7p9q1ev/uB8derU4dmzZ/j4+ABw9OhRrK2tOXr0qK7NkSNHaNKkCa6urq+tTb5x40Zat26tm3nA3Nyc1atX4+fnx8KFC1m5ciXz58/XtXdzc6NAgQJ4enri5eXFmDFjMDQ0BODSpUs0adKEdu3acfHiRX7//XdOnDjx2t+TEBld340bOWRtzfqoKJg3T+s44h2kCMxiYp8/p3mdOtR5/JgAR0eYMUPrSEJkWJaWllSsWJEjR44ASQXf0KFDuXDhAs+ePSM0NJQbN25Qr1493Nzc2L59O9HR0UDSqkG7du2iW7duuv7Gjx9PrVq1KFKkCC1btmT48OFs3rxZ935gYCANGzakTJkylCxZkg4dOuD08ub52bNn07VrV4YMGULJkiWpVasWixYtYu3ata+NhAqRkelbWFB/0aKkFz/8AMHB2gYSb6eKVAkKClIBNSgoSOsoyXgNHqxagpoH1HtHj2odR2RzkZGRamRkpJqYmKjbFxsbq0ZGRqoxMTFvbJuQkKDbFxcXp0ZGRqrPnz9PUdvUGDZsmNqiRQs1MTFRzZMnj3r58mW1UqVK6u7du9WNGzeqNjY2uty5cuVSN23apKqqqv76669q3rx51fj4eF1f//vf/1QXFxfVxsZGNTMzU42NjdW8efPq3p80aZJqYGCgNmjQQHV3d1dv3rype8/BwUE1MjJSzczMdJupqakKqH5+fqk6NyE0k5ioqi4uajSoa2vWTPYzQGsZ9ftbCzISmJV4eVFp6VIuAFuGD8euTh2tE4lszszMDDMzM5RXHkoyMjLCzMws2Vrcr7bV0/v3x5KhoSFmZmavrS/+trapUa9ePY4fP86FCxfQ09PDwcGBunXrcvToUY4cOULdunV1udu3b8/GjRuBpEvBnTp1wsAgac79M2fO0LlzZ5o1a8bOnTvx8fFh3LhxxL3yhOTkyZO5cuUKrq6uHDp0CAcHB7Zt2wZAYmIi/fr1S7aK0oULF/D396d48eKpOjchNKMoxM+dizPQ4/Rp/po1S+tE4g2kCMwqoqKga1eIj6dwu3bUlck6hUiR/78vcMGCBdStWxdFUahbty5HjhxJVgRC0j19e/bs4cqVKxw+fBg3NzfdeydPnqRw4cKMGzeOKlWqULJkSQICAl47XqlSpRg6dCj79u2jXbt2/PbbbwBUqlSJK1euUKJEidc2IyOj9P+LECKNGVavTtsKFSgA6P3yC7zyIJfIGKQIzAJUVWVYjRpcuHED7O1h5UqZDkaIFPr/+wLXr19PvXr1gKTC0NvbW3c/4P+rW7cuNjY2uLm5UaRIEWrUqKF7r0SJEgQGBuLh4cGtW7dYtGiRbpQP4Pnz53z77bccOXKEgIAATp48iaenJ2XLlgWSniw+ffo0AwcOxNfXF39/f3bs2MGgQYM+yd+DEOlh/LZtXM+ZkxY3b8LatVrHEf8hRWAW8OuAAcy/fJnawNOff4bcubWOJESmUr9+fRISEnQFn5WVFQ4ODuTNm1dXpAEoikKXLl24cOFCslFAgNatWzN06FC+/fZbKlasyKlTp5gwYYLufX19fR49ekSPHj0oVaoUHTt2pFmzZkyZMgWAChUqcPToUfz9/alduzbOzs5MmDCB/Pnzp/9fgBDpxKxYMUwnTUp6MWYMRERoG0gkI8vGpVKGWXYmKIgH5crRJyKC+g0bMnT/fu2yCCGEEP8VFwflynHA359ztWvz/bFjmsbJMN/fGYCMBGZmCQnQvTt5IyL4s2pVhuzapXUiIYQQIjkjI/yGDKERMP74cbxfuU1CaEuKwEzs/tSpSQt258yJsmkTitw8LoQQIgNy+OYb3PLnZyBQetaspEEMoTkpAjOp05s2UXTqVMYBiXPmgEwhIYQQIqNSFNYcP85POXNiduYMLFigdSKBFIGZ04sX7Bw+nDggyM4Ova+/1jqREEII8U76xYv/u4zcuHGEnzunbSAhRWCmNGsWM0JC2GZqysJ9+2Q6GCGEEJlD376EN2hAz9hYqtety/Nnz7ROlK1JEZjZXLgAkycD0Obnn7FydNQ2jxBCCJFSikLiggUcUBRuxMRw8NtvtU6UrUkRmImEP3jAxCZNiI6PhzZt4JWF64UQQojMwKpcOdaPHs0JoMWmTXDpktaRsi0pAjORYY0bM+2ff2hvaAg//yyXgYUQQmRK9X/4gVotW0J8PPTsmfS/4pOTIjCz8PSkw8WLFAS+nzABbGy0TiSEEEKkjqLAihWQOzcPfHz4tX17rRNlS1IEZgYxMdCzJ00TE/Fv357PXlmKSgjxaamqytdff03u3LlRFAVfX9/3fubIkSMoisLTp08BWL16Nbly5dK9P3nyZCpWrJgueYXIsGxteTJzJuWBPjt2cGDZMq0TZTtSBGZwqqoSPXYsXL0KNjYY//yz1pGEyNb27NnD6tWr2blzJyEhIZQrV+6j+xwxYgQHDx5Mg3RCZC5WffrQvnhxygF55syB2FitI2UrUgRmcB5TpuCwYAGHAVauhDx5tI4kRJYVFxf33ja3bt0if/781KpVC1tbWwwMDD76uDlz5iSP/LctsiNFYdbBg5y3tsb59m3d7Bfi05AiMANTIyOZ9+OPBADHK1aEli21jiREyqgqREVps6lqimPWq1ePb7/9lmHDhmFtbU2jRo3w8/OjefPm5MyZExsbG7p3787Dhw8B6NWrF4MGDSIwMBBFUShSpMjL01WZNWsWxYoVI0eOHDg5OfHHH3+kOMd/Lwf36tWLNm3aMGXKFPLly4eFhQX9+vVLVqT+8ccflC9fnhw5cpAnTx4aNmxIVFRUio8pREZhWrgwxitWJL2YNYvEU6e0DZSNfPyvsCLdKN9/z+HYWBZZWDBy3z6t4wiRctHRkDOnNseOjAQzsxQ3X7NmDd988w0nT57k8ePH1K1bl6+++op58+bx/PlzRo8eTceOHTl06BALFy6kePHirFixAk9PT/T19QEYP348W7duZdmyZZQsWZJjx47RrVs38ubNS926dVN1GgcPHsTExITDhw9z9+5devfujbW1NTNmzCAkJIQuXbowa9Ys2rZty7Nnzzh+/DjqBxTAQmQobduidu3Kxo0bca9fn2O3b5Pb3l7rVFmeFIEZ1aFD8NNP5AS+/9//IG9erRMJkSWVKFGCWbNmATBx4kQqVarEDz/8oHv/119/pWDBgty4cYNSpUphbm6Ovr4+tra2AERFRTFv3jwOHTpEzZo1AShWrBgnTpxg+fLlqS4CjYyM+PXXXzE1NcXR0ZGpU6cycuRIpk2bRkhICC9evKBdu3YULlwYgPLly3/MX4MQmoubO5fpv//Otbg4FnzxBVPPnNE6UpYnRWAGdOfiRfw6d8YVoF8/aNxY60hCfBhT06QROa2O/QGqVKmi+7OXlxeHDx8m5xtGMW/dukWpUqVe2+/n50dMTAyNGjVKtj8uLg5nZ+cPyvIqJycnTF85l5o1axIZGUlQUBBOTk40aNCA8uXL06RJExo3bkz79u2xsrJK9fGE0JqxrS2rZ81i//DhjDl7Fo4fh9q1tY6VpUkRmMEkJibSq0kTjj14wBwrK4bPnq11JCE+nKJ80CVZLZm9kjMxMZGWLVsyc+bM19rlz5//jZ9PTEwEYNeuXdj/5/KVsbFxGiZNoigK+vr67N+/n1OnTrFv3z5++uknxo0bx9mzZylatGiaH1OIT6X6sGFUv3IFfv0VevWCixczzc+SzEgeDMlgXuzcSZXQUMyBtkuWgLm51pGEyDYqVarElStXKFKkCCVKlEi2mb3li8jBwQFjY2MCAwNf+0zBggVTneXChQs8f/5c9/rMmTPkzJmTAgUKAEnFoIuLC1OmTMHHxwcjIyO2bduW6uMJkWHMmwcFC8Lt2zB6tNZpsjQpAjMYo7g45lpacuurryjWpYvWcYTIVgYOHMjjx4/p0qUL586d4/bt2+zbt48vv/yShISEN37G3NycESNGMHToUNasWcOtW7fw8fFhyZIlrFmzJtVZ4uLi6NOnD35+fvz9999MmjSJb7/9Fj09Pc6ePcsPP/zA+fPnCQwMZOvWrTx48ICyZcum+nhCZBiWlkkjgYoCenof9MS/+DByOTijad8eatQgb+7cWicRItuxs7Pj5MmTjB49miZNmhAbG0vhwoVp2rQpenpv/5152rRp5MuXD3d3d27fvk2uXLmoVKkS33//faqzNGjQgJIlS1KnTh1iY2Pp3Lkzk1/OoWZhYcGxY8dYsGABERERFC5cmLlz59KsWbNUH0+IDKVhQ7h2Dd5wH65IO4oqcwqkSnBwMAULFiQoKEh3eUYIIdJCr169ePr0Kdu3b9c6ihBZjnx//0suBwshhBBCZENSBAohhBBCZEMZpgh0d3dHURSGDBmi27d161aaNGmCtbU1iqLg6+ubor62bNmie2LPwcHhjU/MLV26lKJFi2JiYkLlypU5fvx4Gp2JEEJ8nNWrV8ulYCFEussQRaCnpycrVqygQoUKyfZHRUXh4uLCjz/+mOK+Tp8+TadOnejevTsXLlyge/fudOzYkbNnz+ra/P777wwZMoRx48bh4+ND7dq1adasGYGBgWl2TkIIIYQQGZnmD4ZERkZSqVIlli5dyvTp06lYsSILFixI1ubu3bsULVoUHx+fZIusv0mnTp2IiIjg77//1u1r2rQpVlZWbNq0CYDq1atTqVIlli1bpmtTtmxZ2rRpg7u7e4pyy42lQgghROYj39//0nwkcODAgbi6utKwYcM06e/06dM0/s8ya02aNOHUqVNA0txbXl5er7Vp3Lixrs2bxMbGEhERoduePXuWJnmFEEIIkXEdO3aMli1bYmdnh6Ior92qMXnyZMqUKYOZmRlWVlY0bNgw2dVHSKohBg0ahLW1NWZmZrRq1Yrg4OBPeBZvpmkR6OHhgbe3d4pH31IiNDQUGxubZPtsbGwIDQ0F4OHDhyQkJLyzzZu4u7tjaWmp2xwcHNIssxBCCCEypqioKJz+r717D4rqPP8A/l1Z7iLKdXdBrkpQQSQyGkgirCZ4gRG1jYBoQE0yzBgL3mo62gE1Kp2xTJomSiQUTJCQpvVCUwxCAijRBAuBEDWIAQoayEYlAoIg8Pz+cDg/FpZLrAJn9/nMnBnOe97znvfhGeDh3NbLC++8847G7W5ubnjnnXdQUVGBoqIiODk5ITAwED///LPQJzY2FidPnkRmZiaKiorQ2tqK4ODgQV9CP1rG7GXR9fX1iImJwdmzZ2FkZPRYx5ZIJGrrRDSgbSR9+vrDH/6ArVu3Cus3b97kQpAxxhgTqZaWFjQ3NwvrhoaGGj/ve+nSpUO+iH3NmjVq64mJiUhJScG3336LRYsW4e7du0hJScGHH34oXPVMT0/H1KlTkZeXh8WLFz+miH69MTsTWFJSApVKhblz50IqlUIqlaKwsBBvv/02pFLpI1fHMplswBk9lUolnPmzsrKCnp7ekH00MTQ0xKRJk4TFjD/TlzHGGBOtmTNnql3hexxXJTs7O3H06FGYm5vDy8sLwMN658GDB2q3oSkUCnh4eAx5G9poGLMzgYsWLUJFRYVa2/r16+Hu7o6dO3dCT0/vkcb19fVFbm4utmzZIrSdPXsWfn5+AAADAwPMnTsXubm5WLlypdAnNzcXISEhj3RMxhhjjInLlStXYGdnJ6xrOgs4Up9++inCwsLQ1tYGuVyO3NxcWFlZAXh4m5qBgQGmTJmits9wt6GNhjErAs3MzODh4aHWZmpqCktLS6H9zp07qKurw48//ggAqKysBPDwbJ9MJgMAvPzyy7CzsxMq+JiYGCxYsAB/+tOfEBISgtOnTyMvLw9FRUXCcbZu3Yp169bBx8cHvr6+OHr0KOrq6hAdHf3E42aMMcbY2DMzM8OkSZMey1hKpRJlZWW4desWkpOThVfT2djYDLrPcLehjYYxfzp4KFlZWfD29kZQUBAAICwsDN7e3khKShL61NXVoaGhQVj38/NDZmYmUlNTMXv2bKSlpeHjjz/G/PnzhT6hoaF46623sHfvXsyZMwfnzp1DdnY2HB0dRy84xhhjjGkFU1NTTJs2Dc888wxSUlIglUqRkpIC4OGJq87OTjQ1NantM9xtaKNhzN8TKFb8niHGGGNMfP6Xv98SiQQnT57EihUrhuw3bdo0rF27FvHx8bh79y6sra2Rnp6O1atXAwAaGhpgb2+P7OzsMX0wZMwuB4tdT08PAKidhWSMMcbY+Nb7d7v37/hwWltbcf36dWG9pqYGZWVlsLCwgKWlJfbv34/ly5dDLpfj9u3bOHz4MG7cuIGXXnoJAGBubo6NGzdi27ZtsLS0hIWFBbZv3w5PT8/H9o7kR0bskRQXFxMAXnjhhRdeeOFFhEtxcfGI/t7n5+dr3D8yMpLa29tp5cqVpFAoyMDAgORyOS1fvnzA2O3t7fT666+ThYUFGRsbU3BwMNXV1T2J8uRX4cvBj6irqwvffPMNbG1tMWHC4721sqWlBTNnzsSVK1e08lU0HJ/4aXuM2h4foP0xcnzi96Ri7OnpwU8//QRvb29Ipbp9QZSLwHGoubkZ5ubmuHv37mN7cmk84fjET9tj1Pb4AO2PkeMTP12IcayN66eDGWOMMcbYk8FFIGOMMcaYDuIicBwyNDREXFzc//T28vGM4xM/bY9R2+MDtD9Gjk/8dCHGscb3BDLGGGOM6SA+E8gYY4wxpoO4CGSMMcYY00FcBDLGGGOM6SAuAhljjDHGdBAXgWPg4MGDkEgkiI2NFdqICPHx8VAoFDA2NkZAQAAuX76stl9HRwc2b94MKysrmJqaYvny5bhx48Yoz354muKLioqCRCJRW5555hm1/cZzfPHx8QPmL5PJhO3akL/hYhR7DgHg5s2bWLt2LSwtLWFiYoI5c+agpKRE2C72PA4Xn9hz6OTkNGD+EokEmzZtAiD+/A0Xn9jz19XVhd27d8PZ2RnGxsZwcXHB3r171T7DV+w5FJ0x+rg6nVVcXExOTk40e/ZsiomJEdoTEhLIzMyM/vnPf1JFRQWFhoaSXC6n5uZmoU90dDTZ2dlRbm4ulZaWklKpJC8vL+rq6hqDSDQbLL7IyEhasmQJNTQ0CMvt27fV9h3P8cXFxdGsWbPU5q9SqYTt2pC/4WIUew7v3LlDjo6OFBUVRV9//TXV1NRQXl4eXb9+Xegj5jyOJD6x51ClUqnNPTc3lwBQfn4+EYk7f0TDxyf2/L355ptkaWlJn376KdXU1NAnn3xCEydOpLfeekvoI/Ycig0XgaOopaWFpk+fTrm5ueTv7y8UST09PSSTySghIUHoe//+fTI3N6ekpCQiIvrll19IX1+fMjMzhT43b96kCRMm0GeffTaqcQxmsPiIHv7yCgkJGXTf8R5fXFwceXl5adymLfkbKkYi8edw586d9Nxzzw26Xex5HC4+IvHnsL+YmBhydXWlnp4e0edPk77xEYk/f0FBQbRhwwa1tlWrVtHatWuJSPw/g2LEl4NH0aZNmxAUFIQXXnhBrb2mpgaNjY0IDAwU2gwNDeHv748LFy4AAEpKSvDgwQO1PgqFAh4eHkKfsTZYfL0KCgpgY2MDNzc3vPrqq1CpVMI2McRXVVUFhUIBZ2dnhIWFobq6GoD25A8YPMZeYs5hVlYWfHx88NJLL8HGxgbe3t5ITk4Wtos9j8PF10vMOeyrs7MT6enp2LBhAyQSiejz11//+HqJOX/PPfccPv/8c1y7dg0AUF5ejqKiIixbtgyA+H8GxYiLwFGSmZmJ0tJSHDx4cMC2xsZGAICtra1au62trbCtsbERBgYGmDJlyqB9xtJQ8QHA0qVLcfz4cXzxxRf485//jEuXLmHhwoXo6OgAMP7jmz9/Pj744APk5OQgOTkZjY2N8PPzw+3bt7Uif8DQMQLiz2F1dTWOHDmC6dOnIycnB9HR0fjd736HDz74AID4fw6Hiw8Qfw77OnXqFH755RdERUUBEH/++usfHyD+/O3cuRPh4eFwd3eHvr4+vL29ERsbi/DwcADal0MxkI71BHRBfX09YmJicPbsWRgZGQ3ar+9/e8DDG2T7t/U3kj5P2kjiCw0NFb728PCAj48PHB0d8e9//xurVq0adOzxEB/w8JdvL09PT/j6+sLV1RXHjh0TbswWa/56DRXj1q1bRZ/Dnp4e+Pj44MCBAwAAb29vXL58GUeOHMHLL78s9BNrHkcSn9hz2FdKSgqWLl0KhUKh1i7W/PWnKT6x5+/jjz9Geno6MjIyMGvWLJSVlSE2NhYKhQKRkZFCP23JoRjwmcBRUFJSApVKhblz50IqlUIqlaKwsBBvv/02pFKp8F9P//9iVCqVsE0mk6GzsxNNTU2D9hkrw8XX3d09YB+5XA5HR0dUVVUBGN/xaWJqagpPT09UVVUJT9CKNX+D6RujJmLLoVwux8yZM9XaZsyYgbq6OgAQfR6Hi2+wfcSUw17//e9/kZeXh1deeUVoE3v++tIUnyZiy9+OHTvwxhtvICwsDJ6enli3bh22bNkiXEHSphyKBReBo2DRokWoqKhAWVmZsPj4+CAiIgJlZWVwcXGBTCZDbm6usE9nZycKCwvh5+cHAJg7dy709fXV+jQ0NOC7774T+oyV4eLT09MbsM/t27dRX18PuVwOYHzHp0lHRweuXr0KuVwOZ2dnUedvMH1j1ERsOXz22WdRWVmp1nbt2jU4OjoCgOjzOFx8mogth71SU1NhY2ODoKAgoU3s+etLU3yaiC1/bW1tmDBBvezQ09MTXhGjTTkUjbF4GoXRgKdnExISyNzcnE6cOEEVFRUUHh6u8bF4e3t7ysvLo9LSUlq4cOG4fSy+b3wtLS20bds2unDhAtXU1FB+fj75+vqSnZ2daOLbtm0bFRQUUHV1NX311VcUHBxMZmZmVFtbS0Takb+hYtSGHBYXF5NUKqX9+/dTVVUVHT9+nExMTCg9PV3oI+Y8DhefNuSQiKi7u5scHBxo586dA7aJOX+9BotPG/IXGRlJdnZ2witiTpw4QVZWVvT73/9e6KMNORQTLgLHSP8isKenh+Li4kgmk5GhoSEtWLCAKioq1PZpb2+n119/nSwsLMjY2JiCg4Oprq5ulGc+Mn3ja2tro8DAQLK2tiZ9fX1ycHCgyMjIAXMfz/H1vqtKX1+fFAoFrVq1ii5fvixs14b8DRWjNuSQiOhf//oXeXh4kKGhIbm7u9PRo0fVtos9j0PFpy05zMnJIQBUWVk5YJvY80c0eHzakL/m5maKiYkhBwcHMjIyIhcXF9q1axd1dHQIfbQhh2IiISIa67ORjDHGGGNsdPE9gYwxxhhjOoiLQMYYY4wxHcRFIGOMMcaYDuIikDHGGGNMB3ERyBhjjDGmg7gIZIwxxhjTQVwEMsYYY4zpIC4CGWOMMcZ0EBeBjDHRi4+Px5w5c8Z6GgKJRIJTp0796v0qKyshk8nQ0tLy+CfVh0qlgrW1NW7evPlEj8MYG9+4CGSMjUhSUhLMzMzQ1dUltLW2tkJfXx/PP/+8Wt/z589DIpHg2rVroz3NUfW4i89du3Zh06ZNMDMze2xjamJjY4N169YhLi7uiR6HMTa+cRHIGBsRpVKJ1tZW/Oc//xHazp8/D5lMhkuXLqGtrU1oLygogEKhgJub21hMVZRu3LiBrKwsrF+/flSOt379ehw/fhxNTU2jcjzG2PjDRSBjbESeeuopKBQKFBQUCG0FBQUICQmBq6srLly4oNauVCoBAOnp6fDx8YGZmRlkMhnWrFkDlUoFAOjp6YG9vT2SkpLUjlVaWgqJRILq6moAwN27d/Haa6/BxsYGkyZNwsKFC1FeXj7kfFNTUzFjxgwYGRnB3d0dhw8fFrbV1tZCIpHgxIkTUCqVMDExgZeXFy5evKg2RnJyMqZOnQoTExOsXLkSiYmJmDx5MgAgLS0Ne/bsQXl5OSQSCSQSCdLS0oR9b926hZUrV8LExATTp09HVlbWkPP9+9//Di8vL9jb2wttaWlpmDx5MnJycjBjxgxMnDgRS5YsQUNDg9AnKioKK1aswIEDB2Bra4vJkydjz5496Orqwo4dO2BhYQF7e3v87W9/Uzuep6cnZDIZTp48OeS8GGPai4tAxtiIBQQEID8/X1jPz89HQEAA/P39hfbOzk5cvHhRKAI7Ozuxb98+lJeX49SpU6ipqUFUVBQAYMKECQgLC8Px48fVjpORkQFfX1+4uLiAiBAUFITGxkZkZ2ejpKQETz/9NBYtWoQ7d+5onGdycjJ27dqF/fv34+rVqzhw4AD++Mc/4tixY2r9du3ahe3bt6OsrAxubm4IDw8XLnd/+eWXiI6ORkxMDMrKyvDiiy9i//79wr6hoaHYtm0bZs2ahYaGBjQ0NCA0NFTYvmfPHqxevRrffvstli1bhoiIiEHnCwDnzp2Dj4/PgPa2tjYcOnQIH374Ic6dO4e6ujps375drc8XX3yBH3/8EefOnUNiYiLi4+MRHByMKVOm4Ouvv0Z0dDSio6NRX1+vtt+8efNw/vz5QefEGNNyxBhjI3T06FEyNTWlBw8eUHNzM0mlUvrpp58oMzOT/Pz8iIiosLCQANAPP/ygcYzi4mICQC0tLUREVFpaShKJhGpra4mIqLu7m+zs7Ojdd98lIqLPP/+cJk2aRPfv31cbx9XVld577z0iIoqLiyMvLy9h29SpUykjI0Ot/759+8jX15eIiGpqaggAvf/++8L2y5cvEwC6evUqERGFhoZSUFCQ2hgRERFkbm4urPc/bi8AtHv3bmG9tbWVJBIJnTlzRuP3hIjIy8uL9u7dq9aWmppKAOj69etC27vvvku2trbCemRkJDk6OlJ3d7fQ9tRTT9Hzzz8vrHd1dZGpqSl99NFHauNv2bKFAgICBp0TY0y78ZlAxtiIKZVK3Lt3D5cuXcL58+fh5uYGGxsb+Pv749KlS7h37x4KCgrg4OAAFxcXAMA333yDkJAQODo6wszMDAEBAQCAuro6AIC3tzfc3d3x0UcfAQAKCwuhUqmwevVqAEBJSQlaW1thaWmJiRMnCktNTQ1++OGHAXP8+eefUV9fj40bN6r1f/PNNwf0nz17tvC1XC4HAOFSdWVlJebNm6fWv//6UPqObWpqCjMzM2FsTdrb22FkZDSg3cTEBK6urmrz7D/OrFmzMGHC//86t7W1haenp7Cup6cHS0vLAfsZGxur3cvJGNMt0rGeAGNMPKZNmwZ7e3vk5+ejqakJ/v7+AACZTAZnZ2d8+eWXyM/Px8KFCwEA9+7dQ2BgIAIDA5Geng5ra2vU1dVh8eLF6OzsFMaNiIhARkYG3njjDWRkZGDx4sWwsrIC8PC+QblcrnYvYq/e+/P66unpAfDwkvD8+fPVtunp6amt6+vrC19LJBK1/YlIaOtFRMN+jzSN3Tt+79iaWFlZaXxIQ9M4/eehqc9Ijn/nzh1YW1sPHgRjTKtxEcgY+1WUSiUKCgrQ1NSEHTt2CO3+/v7IycnBV199JTzh+v333+PWrVtISEjA1KlTAUDt6eJea9aswe7du1FSUoJ//OMfOHLkiLDt6aefRmNjI6RSKZycnIadn62tLezs7FBdXY2IiIhHjtPd3R3FxcVqbf3nbmBggO7u7kc+Rl/e3t64cuXKYxlrpL777jvhzCxjTPfw5WDG2K+iVCpRVFSEsrIy4Uwg8LAITE5Oxv3794WHQhwcHGBgYIC//vWvqK6uRlZWFvbt2zdgTGdnZ/j5+WHjxo3o6upCSEiIsO2FF16Ar68vVqxYgZycHNTW1uLChQvYvXu3xoISePj+voMHD+Ivf/kLrl27hoqKCqSmpiIxMXHEcW7evBnZ2dlITExEVVUV3nvvPZw5c0bt7KCTkxNqampQVlaGW7duoaOjY8Tj97d48WJcvHjxsRWVw2lra0NJSQkCAwNH5XiMsfGHi0DG2K+iVCrR3t6OadOmwdbWVmj39/dHS0sLXF1dhbN+1tbWSEtLwyeffIKZM2ciISEBhw4d0jhuREQEysvLsWrVKhgbGwvtEokE2dnZWLBgATZs2AA3NzeEhYWhtrZW7fh9vfLKK3j//feRlpYGT09P+Pv7Iy0tDc7OziOO89lnn0VSUhISExPh5eWFzz77DFu2bFG7b+83v/kNlixZAqVSCWtra+G+xkexbNky6OvrIy8v75HH+DVOnz4NBweHAS/6ZozpDgn9mptcGGNMh7366qv4/vvvn9hrVQ4fPozTp08jJyfniYzf17x58xAbG4s1a9Y88WMxxsYnvieQMcYGcejQIbz44oswNTXFmTNncOzYMbWXTj9ur732GpqamtDS0vJEPzpOpVLht7/9LcLDw5/YMRhj4x+fCWSMsUGsXr0aBQUFaGlpgYuLCzZv3ozo6OixnhZjjD0WXAQyxhhjjOkgfjCEMcYYY0wHcRHIGGOMMaaDuAhkjDHGGNNBXAQyxhhjjOkgLgIZY4wxxnQQF4GMMcYYYzqIi0DGGGOMMR3ERSBjjDHGmA76P4qBV5/tWzzIAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "
" ] @@ -576,7 +568,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -586,12 +577,12 @@ }, { "cell_type": "code", - "execution_count": 209, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -635,7 +626,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -645,12 +635,12 @@ }, { "cell_type": "code", - "execution_count": 210, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmoAAAGwCAYAAAAZn0mrAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAACO30lEQVR4nOzdd3hO9//H8efJjiwiIom9iRHU3qNGELNKraTUpjWqVq2ioa1VWq1Re5cYX6FGEptaiRAVW4yImSUyz++Pm/vXFK2Q5NxJ3o/rOhc597k/53ULzjvnfIaiqqqKEEIIIYQwOEZaBxBCCCGEEK8nhZoQQgghhIGSQk0IIYQQwkBJoSaEEEIIYaCkUBNCCCGEMFBSqAkhhBBCGCgp1IQQQgghDJSJ1gEyWlJSEmfPniV//vwYGUldKoQQQmQFKSkp3L9/nypVqmBiku3LlTfK9p/87Nmz1KhRQ+sYQgghhHgHf/75J9WrV9c6hmayfaGWP39+QPeNdnZ21jiNEEIIId7GvXv3qFGjhv46nlNl+0Lt5eNOZ2dnChYsqHEaIYQQQqRFTu+2lLM/vRBCCCGEAZNCTQghhBDCQEmhJoQQQghhoKRQE0IIIYQwUFKoCSGEEEIYKCnUhBBCCCEMlBRqQgghhBAGSgo1IYQQQggDJYWaEEIIIYSBkkJNCCGEEMJASaEmhBBCCGGgpFATQgghhDBQUqi9j1Wr4NIlrVMIIYQQIpuSQu1dVasGvXoR3b271kmEEEKIHO/gwYN4eHjg4uKCoihs3br1lWMuXrxI27ZtsbOzw8bGhlq1anHr1q1XjlNVFXd39ze2k5mkUHtHh0uVoirQ+PRpEs6e1TqOEO8lNjaW2NhYVFXV70tISCA2Npb4+PjXHpuSkqLfl5iYSGxsLM+fP3+rY9Nix44d5M6dW99GYGAgiqIwatQo/TH9+/enQ4cOWFpasnv37lTv37JlC1ZWVsTExAAwevRoSpcuTa5cuShevDgTJkxIlSkoKIjGjRtjY2ODra0tH3zwAadOndK/fvToURo0aIClpSWFChXi888/JzY2Nk2fSQiR/mJjY3Fzc2PBggWvff3q1avUq1ePsmXLEhAQQFBQEBMmTMDCwuKVY+fOnYuiKBkd+e2o2VxYWJgKqGFhYena7vkTJ1RANQF1c5EiqpqSkq7tC5GZABVQIyIi9PumTZumAupnn32W6thcuXKpgHr9+nX9vjlz5qiA2q1bt1THOjg4qIB6/vx5/b5FixalKdvTp09VIyMj9dSpU6qqqurcuXNVBwcHtXr16vpjSpcurS5cuFDt1KmT2qNHj1Tv79Spk/rJJ5/ov546dap65MgR9fr16+r27dvV/PnzqzNnztS/Xr58ebVHjx7qxYsX1dDQUHXjxo1qYGCgqqqqeu7cOdXa2lqdM2eOGhoaqh45ckStUqWK6uXllabPJIT4by+v3yEhIWpkZKR+e/78+X++F1B9fHxS7evSpcsr/z+8TmBgoFqwYEH13r17r20ns8kdtXdUvkYNfitcmHtAx5s3Yc0arSMJkS3Z2dlRuXJlAgICAAgICGD48OEEBQURHR1NeHg4oaGhNGrUiO7du7N161aePXsGQFRUFDt37qRHjx769r7++mvq1KlD0aJF8fDwYOTIkWzcuFH/+q1bt/jwww8pW7YspUqVonPnzri5uQHw/fff061bN4YNG0apUqWoU6cOP/74IytXrnzlbqIQIn24urpiZ2en37y9vdPcRkpKCjt37qR06dK0aNECR0dHatas+cpjzWfPnvHJJ5+wYMECnJyc0ukTvCdNy8RMkFF31FRVVdXfflNV0G2Ojqr65En6n0OITBATE6PGxMSoKX+7MxwfH6/GxMS88tPry2OTk5P1+xISEtSYmBg1Li7urY5NqxEjRqht2rRRU1JS1Lx586rnz59Xq1atqvr6+qpr165V8+fPr8+cO3dudd26daqqqupvv/2m5suXT01MTNS3tWnTJrVu3bpq/vz5VSsrK9Xc3FzNly+f/vVJkyapJiYmatOmTVVvb2/1ypUr+tdcXV1VMzMz1crKSr+9vMMYEhKS5s8lhHiz9Lyj9vLuWK5cudTZs2erZ8+eVb29vVVFUdSAgAD9cf369VP79Onzxna0IHfU3oeHBxgbA/AsIoLzAwdqHEiId2NlZYWVlVWqPhlmZmZYWVlhbm7+2mONjP7/vw9TU1OsrKxe6evxpmPTqlGjRhw6dIigoCCMjIxwdXWlYcOGHDhwgICAABo2bKjP/NFHH7F27VoA1q5dS5cuXTAxMQHg+PHjdO3aFXd3d/73v/9x9uxZxo8fT0JCgv5ckydP5sKFC7Ru3Ro/Pz9cXV3x8fEBdD+V9+/fn8DAQP0WFBTE5cuXKVGiRJo/lxDiv73sL/py++f/SW/jZR/Xdu3aMXz4cCpXrsyYMWNo06YNv/zyCwDbt2/Hz8+PuXPnpmf89yaF2vtwcGB/xYp0A3oDrdevJ/bwYa1TCZHtNGjQgOjoaObOnUvDhg1RFIWGDRsSEBCQqlAD6N69O7t37+bChQv4+/vT/W8js48cOUKRIkUYP3481apVo1SpUty8efOV85UuXZrhw4ezZ88eOnbsyLJlywCoWrUqFy5coGTJkq9sZmZmGf8HIYR4Jw4ODpiYmODq6ppqf7ly5fSjPv38/Lh69Sq5c+fGxMRE/wNep06daNSoUWZH1pNC7T0ddnFhHXDvxdfXBwyA5GQtIwmR7bzsp7Z69Wr9f5gNGjTgzJkz+v5pLzVs2JD8+fPTvXt3ihYtSq1atfSvlSxZklu3brF+/XquXr3Kjz/+qL9bBhAXF8eQIUMICAjg5s2bHDlyhJMnT1KuXDlAN2L02LFjDB48mMDAQC5fvsz27dsZOnRopvw5CCHejZmZGdWrV+fSP+Y+DQ0NpUiRIgCMGTOGc+fOpbpjDjBnzhz9D2ua0PK5688//6xWrFhRtbGxUW1sbNRatWqpvr6+rz22X79+KqDOmTMnTefI0D5qqqqGBASoo0A9AWqslZWuv9rChRlyLiFyspEjR74ygtTNzU3Nly9fqr51qqqqo0aNUgF14sSJr7QzatQoNW/evKq1tbXapUsXdc6cOaqdnZ2qqro+bl27dlULFSqkmpmZqS4uLuqQIUNS9b37888/1WbNmqnW1taqlZWVWqlSJXX69OkZ86GFyMHSev2Ojo5Wz549q549e1YF9H3Rbt68qaqqqm7ZskU1NTVVFy1apF6+fFmdP3++amxsrB46dOiNbWIAfdQ0LdS2b9+u7ty5U7106ZJ66dIlddy4caqpqWmq/4hVVVV9fHxUNzc31cXFxeAKNVVVVbV2bV2B1rmz7tfcuVX1/v2MO58QQgiRzaX1+u3v76+faujvm6enp/6YpUuXqiVLllQtLCxUNzc3devWrf/apiEUaiYa3MTT8/DwSPX19OnTWbhwIcePH6d8+fIA3LlzhyFDhvDHH3/QunVrLWL+t44d4dgxePQIqlRh19mzxHftSns/P62TCSGEEDlCo0aNUk3a/Tq9e/emd+/eb93mf7WXGQymj1pycjLr168nNjaW2rVrA7pRGj179mTUqFH6wu2/xMfHExUVpd+io6MzMjYAavv2nAem+fuzpUULWgH9/P15vHNnhp9bCCGEENmX5oVacHAw1tbWmJubM2DAAHx8fPSjMmbOnImJiQmff/75W7fn7e2damK8f47wyBAlSuBuasoEVcU4JoZK9vb0BMxGjYI0LpcjhBBCCPGS5oVamTJlCAwM5Pjx4wwcOBBPT09CQkI4ffo08+bNY/ny5Wlab2vs2LFERkbqt5CQkAxMr6MoCl2rV8cDyHvmDCfPn2eWgwPWFy/Cjz9m+PmFEEIIkT0pqiE8gP2bDz/8kBIlSlCuXDlGjBiRaqLM5ORkjIyMKFSoEDdu3Hir9m7fvk2hQoUICwujYMGCGZQaOH8eKlYEc3N48AA2bYI+fcDKCvXiRZRChTLu3EIIIUQ2k2nXbwOn+R21f1JVlfj4eHr27PnKfCYuLi6MGjWKP/74Q+uYrypfHkqVgvh48PUFLy/Cq1WjW2wsC9q21TqdEEIIIbIgTQu1cePGcejQIW7cuEFwcDDjx48nICCA7t27kzdvXipUqJBqMzU1xcnJiTJlymgZ+/UUBTp2JBo4s3QpGBmx3d2ddcDEwEBi/japphBCCCHE29C0ULt//z49e/akTJkyNG3alBMnTrB7926aNWumZax3dqpcOfIBHvv2kfLsGZ9NnkzfChXYB1iPGgXPn2sdUQghhBBZiKaF2tKlS7lx4wbx8fFERESwb9++fy3Sbty4wbBhwzIvYBpV/PhjzBSFXKrK3Q0bMDIyYtGRI3zg4gJXr8KMGVpHFCLHUFWVfv36YW9vj6Io+uVg/k1AQACKovD06VMAli9fTu7cufWvT548mcqVK2dIXiGEeB2D66OWlZlbWhLi5UUoUPDgQd1OW1uYMweA+99+S9xbXCyEEO9v9+7dLF++nP/973/cu3ePChUqvHebX375Jfv370+HdEII8XakUEtnBXv1QgHYvv3/51Dr3JlNlStTLjGRqR4ekJKiZUQhsryEhIT/PObq1as4OztTp04dnJycMDF5/4VYrK2tyZs373u3I4QQb0sKtfRWrx44OKA+fkzCy5+8FQXTQYN4Auy/fZukn37SNKIQWU2jRo0YMmQII0aMwMHBgWbNmhESEkKrVq2wtrYmf/789OzZk4cPHwLg5eXF0KFDuXXrFoqiULRoUUD3OPS7776jePHiWFpa4ubmxu+///7WOf756NPLy4v27dszZcoUHB0dsbW1pX///qkKyd9//52KFStiaWlJ3rx5+fDDD4mNjU2XPxchRPYnhVp6MzFhVfnylAa+nTBBv7t9375s6dOHI4DJ+PEQFqZZRCH0VBViY7XZ0jiF44oVKzAxMeHIkSPMmDGDhg0bUrlyZU6dOsXu3bu5f/8+H3/8MQDz5s3jm2++oWDBgty7d4+TJ08C8PXXX7Ns2TIWLlzIhQsXGD58OD169ODAgQPv/Ee4f/9+Ll68iL+/P+vWrcPHx4cpU6YAcO/ePT755BN69+7NxYsXCQgIoGPHjgaxfqAQImvQdFH27EqtVo0rBw7wv6AgJqekwItJezv8+iuEhOgWcB80SPd4NA2rLgiR7p49A2trbc4dEwNWVm99eMmSJfnuu+8AmDhxIlWrVuXbb7/Vv/7bb79RqFAhQkNDKV26NDY2NhgbG+Pk5ARAbGwss2fPxs/PT7+ecPHixTl8+DC//vorDRs2fKePYWZmxm+//UauXLkoX74833zzDaNGjWLq1Kncu3ePpKQkOnbsSJEiRQCoWLHiO51HCJEzyR21DODx5ZdstLQkIDERTpz4/xeMjWHJElQTE3773/+4KstLCfHWqlWrpv/96dOn8ff3x9raWr+VLVsW0PVNe52QkBCeP39Os2bNUr1v5cqVb3zP23BzcyNXrlz6r2vXrk1MTAxhYWG4ubnRtGlTKlasSOfOnVm8eDFPnjx553MJIXIeuaOWAfI4OdG5QwdYuxY2b4YXP70D4OrK2Jo1mXnkCE1GjWJf9+4oDg7ahRU5W65cujtbWp07Daz+dvctJSUFDw8PZs6c+cpxzs7Or31/yotBPDt37qRAgQKpXjM3N09TlrehKArGxsbs3buXo0ePsmfPHubPn8/48eM5ceIExYoVS/dzCiGyHynUMkrHjrpCbcsW+P77VI84+y5ezJKKFWmVmEjKiBEYr1ypYVCRoylKmh4/GoqqVauyefNmihYt+tajOV1dXTE3N+fWrVvv/JjzdYKCgoiLi8PS0hKA48ePY21trV+bUFEU6tatS926dZk4cSJFihTBx8eHESNGpFsGIUT2JY8+M0rLlqwwNcXj+nXC/rE2aYly5bi5Zw8jFQXjVatgzx6NQgqRNQ0ePJjHjx/zySef8Oeff3Lt2jX27NlD7969SU5Ofu17bGxs+PLLLxk+fDgrVqzg6tWrnD17lp9++okVK1a8c5aEhAT69OlDSEgIu3btYtKkSQwZMgQjIyNOnDjBt99+y6lTp7h16xZbtmzhwYMHlCtX7p3PJ4TIWeSOWkaxsmKJrS2HHz2i+dy5DG3ZMvXLTZrA0KHw44+o/fqhnD+vXaduIbIYFxcXjhw5wujRo2nRogXx8fEUKVKEli1bYmT05p8/p06diqOjI97e3ly7do3cuXNTtWpVxo0b985ZmjZtSqlSpWjQoAHx8fF07dqVyZMnA2Bra8vBgweZO3cuUVFRFClShFmzZuHu7v7O5xNC5CyKms3Hid++fZtChQoRFhamfxSRWdYPHszln3+ma8mSlLp8+dUDYmK4XLo0fe/dY3jbtrTbti1T8wkh3o+XlxdPnz5l69atWkcRItvR8vptSOTRZwbqOm0aE0xMKHXlCly69OoB1tYsb9CAA8Co7dtJPnYs0zMKIYQQwnBJoZaR8uSBJk10v/fxee0hXy9bRp8SJfgDMO7fH95iaRwhhBBC5AxSqGWwlPbtOQos+fXX175uaWnJkuPHKebgAMHB8GJCTyGE4Vu+fLk89hRCZCgp1DLYpfLlqQsMvnGDyPPnX3+QgwPMmwfA5W++4XlQUOYFFEIIIYTBkkItg5Vr0ICaNjZ8BERt3vzmAz/5hIXly1MxMZFpHh7wYnJOIYQQQuRcUqhlgmOTJ7MGKOTn9+aDFIX8Q4cSDwSFhZHy88+ZFU8IIYQQBkoKtUygdOqk+82hQ3D37huP69i/P35Dh7IdMBo3Dm7dypyAQgghhDBIUqhlhiJFoHZtIlSV0J9++tdDG8+di1K3LkRHQ58+8ghUCCGEyMGkUMsky4oWxRkYtXDhvx9oZATLlpFoYcE3+/ZxfuLETMknhBBCCMMjhVomqd63LynAoydPSL569d8PLlWKMbVqMQnw/PZbkl43Wa4QQgghsj0p1DJJhcaNuV6zJocB438b/fnCyFWrKGlpyShVxfizz+QRqBBCCJEDSaGWiYp++qnuN+vX/+exLgUL8ldwMF2trVEOH9bPsyaEEEKInEMKtczUqRMYG5N09izPz537z8ONS5SAWbMAeD52LAnBwRmdUAghhBAGRAq1zOTgwJxSpSgA/DZu3Nu9p29fTteqxQfx8Uxzd4ekpAyNKIQQQgjDIYVaJlMrVyYC8D1wAFT1v9+gKFzz9CQE+O3OHWKnT8/oiEIIIUSWc/DgQTw8PHBxcUFRlNeuw3vx4kXatm2LnZ0dNjY21KpVi1sv5ix9/PgxQ4cOpUyZMuTKlYvChQvz+eefExkZmcmfJDUp1DJZtylT8DUxwScmBt609uc/dB4wgB+7dycQsJo+Xbd4uxBCCCH0YmNjcXNzY8GCBa99/erVq9SrV4+yZcsSEBBAUFAQEyZMwMLCAoC7d+9y9+5dfvjhB4KDg1m+fDm7d++mT58+mfkxXqGo6tvc1sm6bt++TaFChQgLC6NgwYJax9Hp0AG2boVx4+Bt75CpKrRrBzt2QJUqcOIEmJpmaEwhhBBCK+9z/VYUBR8fH9q3b6/f17VrV0xNTVm1atVbt7Np0yZ69OhBbGwsJiYmacqQXuSOmha6dNH9un792z3+BFAUWLQI7O05fPYspwYPzrh8QgghhIGIjo4mKipKv8XHx6e5jZSUFHbu3Enp0qVp0aIFjo6O1KxZ87WPR/8uMjISW1tbzYo0kEJNGx4eLDQ1pe61a1zx8Xn79zk5sa5bNxoAPRcvJu7o0QyLKIQQQhgCV1dX7Ozs9Ju3t3ea24iIiCAmJoYZM2bQsmVL9uzZQ4cOHejYsSMHDhx47XsePXrE1KlT6d+///t+hPcihZoWrKzYmjcvR4ENs2en6a0tJk/GycKCOkBSnz7wDj9ZCCGEEFlFSEgIkZGR+m3s2LFpbiPlxaTx7dq1Y/jw4VSuXJkxY8bQpk0bfvnll1eOj4qKonXr1ri6ujJp0qT3/gzvQwo1jXzx2WfMBT69ejVNqw7Y581LcFAQSx0dsfnrL9D4L5AQQgiRkWxsbLC1tdVv5ubmaW7DwcEBExMTXF1dU+0vV66cftTnS9HR0bRs2RJra2t8fHww1bg/uBRqGmk1fjxf2NriEh4OaXyEmbd0afj1V90X33+PeuxYBiQUQgghsgczMzOqV6/OpX+snR0aGkqRIkX0X0dFRdG8eXPMzMzYvn27fkSolqRQ04qFhW70J7zVklKvaN+e6C5dGJiSwvBWreDZs/TNJ4QQQmQhMTExBAYGEhgYCMD169cJDAzU3zEbNWoUGzZsYPHixVy5coUFCxawY8cOBg0aBOjupDVv3pzY2FiWLl1KVFQU4eHhhIeHk5ycrNXHAjWbCwsLUwE1LCxM6yivSPzf/9TdoI60tFRTEhLS/P69W7aogGoM6vVu3TIgoRBCCKGNtF6//f39VeCVzdPTU3/M0qVL1ZIlS6oWFhaqm5ubunXr1v98P6Bev349nT/d29P0jtrChQupVKmS/rlz7dq12bVrFwCJiYmMHj2aihUrYmVlhYuLC7169eLu3btaRk5X8XXr0hGYFRfH6UWL0vz+Dzt0YFzXrvwBFF27FjZvTveMQgghRFbQqFEjVFV9ZVu+fLn+mN69e3P58mXi4uIIDAykXbt2//l+VVUpWrRo5n+gFzQt1AoWLMiMGTM4deoUp06dokmTJrRr144LFy7w7Nkzzpw5w4QJEzhz5gxbtmwhNDSUtm3bahk5XVnlzs2nrq4MBOwCAt6pjenr1tF09GjdF336wI0b6RVPCCGEEBozuJUJ7O3t+f7771+7ZMPJkyepUaMGN2/epHDhwm/VnkGuTPB3/v7QpAnkzg3374OZWdrbSEyEBg14dPw4h0uXpt3587JqgRBCiCzN4K/fmcRgBhMkJyezfv16YmNjqV279muPiYyMRFEUcufO/cZ24uPjU81gHB0dnUGJ00mDBuDkBE+fwt6979aGqSnhP/5IZUXho9BQTvTuna4RhRBCCKENzQu14OBgrK2tMTc3Z8CAAfj4+LwyzwnA8+fPGTNmDN26dcPW1vaN7Xl7e6eawfh1bRkUY2P4+GOuA3+kcfLbv8tfrRq1a9WiGGC+ejX88Ue6RRRCCCGENjQv1MqUKUNgYCDHjx9n4MCBeHp6EhISkuqYxMREunbtSkpKCj///PO/tjd27NhUMxj/sy1DdLR8eYoDPf39SXrHO4CKorBk925O9+lDZYCePeHevXRMKYQQQojMpnmhZmZmRsmSJalWrRre3t64ubkxb948/euJiYl8/PHHXL9+nb179/7r3TQAc3PzVDMY29jYZPRHeG81Pv0UJ2NjKqkqEe8yp9oLtra22CxYAJUqwYMHxHfrBlrO/SKEEEKI96J5ofZPqqoS/2L9ypdF2uXLl9m3bx958+bVOF3GMDE15erQoewDXPbseb/GLCxgwwa2mplRPCCA4GHD0iOiEEIIITSgaaE2btw4Dh06xI0bNwgODmb8+PEEBATQvXt3kpKS+Oijjzh16hRr1qwhOTlZP0NwQkKClrEzRK6ePXW/+d//4D0HQKhlyrCkXDnuAjN/+gkOH37/gEIIIYTIdJoWavfv36dnz56UKVOGpk2bcuLECXbv3k2zZs24ffs227dv5/bt21SuXBlnZ2f9djSNa2NmCVWqQKlSxD1/zr2VK9+rKUVRWLZnD5MqVuQ3VYVu3eDx43QKKoQQQojMYnDzqKW3rDQPy9oOHRiwdSutXVxYd+fO+zcYHQ1Vq8KVK9C2LWzdCory/u0KIYQQGSwrXb8zksH1UcvJSnbpQjQQdPcuKY8evX+DNjawYQOqqSmLt2/n8sSJ79+mEEIIITKNFGoGpHqXLhwrUYLzgNG2benTaNWqeDdvTj+gy/TpxB8/nj7tCiGEECLDSaFmQBRFoVbv3rpvyntM0/FPnr/8grO5Od1UFdOePd97sIIQQgghMocUaoamSxcA1H37SL57N12aLFCwIJdDQ/myYEGMrlyB/v0he3dNFEIIIbIFKdQMTYkSrCxenAqqytLhw9OtWavChWHdOjA2JmndOu57e6db20IIIYTIGFKoGaD7lSoRAqzz9U3fhuvVI2LiRJoDzceP55mfX/q2L4QQQoh0JYWaAeoxdSqLjY3ZGhMDwcHp2nZSnz6EWFhwDTjXpQvcv5+u7QshhBAi/UihZoCcK1TgMw8P7ABWrUrXtl0KFGDLjh38Wbw4tR4+1PWJS0pK13MIIYQQIn1IoWaoPD11v65ene6FVJ0PP6Tczp1gbQ0HDsDYsenavhBCCCHShxRqhqpVK3ZZW9P+3j0OzZuX/u2XLQvLlhEKtPzhByJ++y39zyGEEEKI9yKFmqEyM2NL4cJsA5b9/HOGnELt1ImeTk78AXzRvz/89VeGnEcIIYQQ70YKNQP22ZdfMgoYeecOREWle/uKorB8zx5a2dszOykJOnaEmJh0P48QQggh3o0UagasppcX35UtS/n4ePj99ww5R7mKFdl54QLOzs5w8SL06SOT4QohhBAGQgo1Q6Yo0KuX7vcrV2bceZycYNMmMDHhyMaNXBo/PuPOJYQQQoi3JoWaoevRg/PAVwcOcPvYsYw7T926bOnVi0ZAR29vYv74I+POJYQQQoi3IoWaoStUiEG5c/M9sHrSpAw9VZ1p08hnaUklQOnVC+7dy9DzCSGEEOLfSaGWBXzWuTPtgRohIRnaf8zJ2ZmTQUGsdXXFKiICPv4YEhMz7HxCCCGE+HdSqGUBvWbPxsfKiiZ37sDx4xl6rgKlSqH4+ICNDRw+zOPPP8/Q8wkhhBDizaRQywqsraFTJ93vM3JQwUulS5O4dCkjgfK//MK9DJrHTQghhBD/Tgq1rKJXLyKBpStWEB8ZmeGnS2jVij358hEO/G/YMDh3LsPPKYQQQojUpFDLItSGDfnA2JjP4uLwnTYtw89nZWWFz6FDbK5Uib6JidChAzx5kuHnFUIIIcT/k0Iti1BMTOhUvTqugBIQkCnnLFmmDB39/KBoUbh2Dbp3h+TkTDm3EEIIIaRQy1K++eUXzgPtAwMhIiJzTpo3L2zZQrS5OT127eLsgAGZc14hhBBCSKGWlZi7uaFUrw5JSbBuXeaduEoVxjdowBqg65IlJG3ZknnnFkIIIXIwKdSyml69SAH+XLgwU087ZcMGGri4sAIw8fKCS5cy9fxCCCHEvzl48CAeHh64uLigKApbt2595ZiLFy/Stm1b7OzssLGxoVatWty6dUv/enx8PEOHDsXBwQErKyvatm3L7du3M/FTvEoKtSwmsVMnygI1L13iwmv+EmaUPHnyEHD9OrXq14foaN3ggujoTDu/EEII8W9iY2Nxc3NjwYIFr3396tWr1KtXj7JlyxIQEEBQUBATJkzAwsJCf8ywYcPw8fFh/fr1HD58mJiYGNq0aUOyhv2zFVXNwKnuDcDt27cpVKgQYWFhFCxYUOs46aK9szP+4eEsbdeOjzKxWAMgPBw++IA7d+9yqX59mhw4oFs8XgghhEhH73P9VhQFHx8f2rdvr9/XtWtXTE1NWbVq1WvfExkZSb58+Vi1ahVdunQB4O7duxQqVAhfX19atGjxzp/lfcgdtSxowTffEA58dPJk5o/CdHIidPZsPgDaHzrEX19+mbnnF0IIkaNER0cTFRWl3+Lj49PcRkpKCjt37qR06dK0aNECR0dHatasmerx6OnTp0lMTKR58+b6fS4uLlSoUIGjR4+mx0d5J1KoZUEFPT2xtLeHu3dh//5MP3+xjh0pW6oURQHTOXNg795MzyCEECJncHV1xc7OTr95e3unuY2IiAhiYmKYMWMGLVu2ZM+ePXTo0IGOHTty4MABAMLDwzEzMyNPnjyp3ps/f37Cw8PT5bO8CynUsiIzM/jkEwAilyzJ9NObmpry+5EjHOvZkxKqCl27wo0bmZ5DCCFE9hcSEkJkZKR+Gzt2bJrbSElJAaBdu3YMHz6cypUrM2bMGNq0acMvv/zyr+9VVRVFwy4+UqhlUZEdO9IMKLBpE1F37mT6+R3y5cNq0SKoXh0eP+Zx27YQF5fpOYQQQmRvNjY22Nra6jdzc/M0t+Hg4ICJiQmurq6p9pcrV04/6tPJyYmEhASe/GMVnoiICPLnz//uH+A9SaGWRdk2asQdMzNigYCZM7UJYWEBmzez3saGosHB7G3bFrL32BQhhBBZkJmZGdWrV+fSP6aWCg0NpUiRIgB88MEHmJqasvdv3Xnu3bvH+fPnqVOnTqbm/Tsp1LIoxciIxZ9+ylWgbXCwdkEKFWJf/fpEA0v37YNZs7TLIoQQIseKiYkhMDCQwMBAAK5fv05gYKD+jtmoUaPYsGEDixcv5sqVKyxYsIAdO3YwaNAgAOzs7OjTpw8jR45k//79nD17lh49elCxYkU+/PBDrT4WqNlcWFiYCqhhYWFaR0l/N2+qqqKoKqjqjRuaxYiLi1N/7NRJTdLdT1PV33/XLIsQQojsIa3Xb39/fxV4ZfP09NQfs3TpUrVkyZKqhYWF6ubmpm7dujVVG3FxceqQIUNUe3t71dLSUm3Tpo1669at9PxYaSbzqGV1TZuCnx/qpEkokydrm+Xzz2H+fLCwQPX3R6lVS9s8Qgghsqxsf/1+S/LoM4t70rUrQ4AK06eT9A5zy6SrOXNQW7dm+vPneDVujHr9urZ5hBBCiCxO00Jt4cKFVKpUST+So3bt2uzatUv/uqqqTJ48GRcXFywtLWnUqBEXLlzQMLHhserShY2KQkhSEntmzNA2jLEx5ydMYBKw8vlz9jZqBE+faptJCCGEyMI0LdQKFizIjBkzOHXqFKdOnaJJkya0a9dOX4x99913zJ49mwULFnDy5EmcnJxo1qwZ0bLGpJ6ZrS1zWrRgD9Dy7Fmt41CxZk1++e47frazo/mtW/DRR5CYqHUsIYQQIksyuD5q9vb2fP/99/Tu3RsXFxeGDRvG6NGjAd2q9vnz52fmzJn079//te+Pj49PtbzEnTt3cHV1zd7PuC9eBFdXMDaGW7fAxUXrRBAUBPXqQUwM9OkDixfLmqBCCCHemvRR0zGYPmrJycmsX7+e2NhYateuzfXr1wkPD0+15pa5uTkNGzb81zW3vL29Uy018c/J7bKlcuV0RVFyMixbpnUaHTc32LCBeEVh8NKlXJI1QYUQQog007xQCw4OxtraGnNzcwYMGICPjw+urq76dbX+ORvwf625NXbs2FRLTYSEhGRofkMR5+XFj0CzadNISkjQOo5Oq1aMbtSIn4F2s2eTuHat1omEEEKILEXzQq1MmTIEBgZy/PhxBg4ciKenZ6ri6p/ra6n/seaWubl5qqUmbGxsMiy7ITHq1ImpisK+58/Z9Q4L1maUcevXUzlfPuYDpr17w7FjWkcSQgghsgzNCzUzMzNKlixJtWrV8Pb2xs3NjXnz5uHk5ATwyt0zrdfcMlTmuXMzsX59fgIanDmjdRw9R0dHTt+5Q7N27SA+Htq2hWvXtI4lhBBCZAmaF2r/pKoq8fHxFCtWDCcnp1RrbiUkJHDgwAFN19wyZEMXLGAQYOfrC//yeDizGZmawpo18MEHPHz4kMV16sA/Fr0VQgghxKs0LdTGjRvHoUOHuHHjBsHBwYwfP56AgAC6d++OoigMGzaMb7/9Fh8fH86fP4+Xlxe5cuWiW7duWsY2XBUrQu3akJQEy5drnSY1Kyti1q+ntokJ/e7fZ1nt2mAofemEEEIIA6VpoXb//n169uxJmTJlaNq0KSdOnGD37t00a9YMgK+++ophw4YxaNAgqlWrxp07d9izZ0+O6Xf2LpI/+4xdQO/p0w1nUMEL1iVL0q1PH4oqCrUuXYLPPtOtDiqEEEKI1zK4edTSW06bhyX+8WMKOjjwUFXZPnUqHl9/rXWkVFRV5enmzeTp2lU3nciECfDNN1rHEkIIYWBy2vX7TQyuj5p4P+b29nxRvTpfAK4GOMJSURTyfPQR/PILACFTp3L7hx80TiWEEEIYJinUsqGvFy1iLlBi716IiNA6zut99hlHevWiDtB61CiifHy0TiSEEEIYHCnUsiM3N6hRQ7fG5ooVWqd5owKTJ2NhYYENkNirl27ZKSGEEELoSaGWXfXty2VgyowZJBnoouhFixXjwJ9/sq9+ffLGxEDr1nD7ttaxhBBCCIMhhVo2lfTRR9RVFCY/fsxuA+4DVqZiRSy2bdMtKn/nDtc//BAiI7WOJYQQQhgEKdSyKZPcufm0UiVaAXn9/bWO8+/y5AFfX5bY2lL60iVW1a2re2wrhBBC5HBSqGVjM5YuZSdQ+8ABePhQ6zj/rkgRQtu1Iwk4cOEC9O8vc6wJIYTI8aRQy8aUDz6AqlV1KwCsXKl1nP80Y/lyNowZw2JFgWXLYOpUrSMJIYQQmpJCLbvr148YYMX335OclKR1mn9lZGTEx97eKD//rNsxaRLPFi3SNpQQQgihISnUsrmULl2opCh4hYeze/ZsreO8nQEDSPnqK0YC9fv3J+Z//9M6kRBCCKEJKdSyOaPcuelQvjylgERfX63jvLV7Q4awytycM8Dujz+G4GCtIwkhhBCZTgq1HGDqTz9xCWh//Dg8fqx1nLdSoFAhduzZw9oyZfgoLg5atoTr17WOJYQQQmQqKdRygFz166O4uUF8PKxapXWct1azQQM+OXpUN8fa3bskNW2KeueO1rGEEEKITCOFWk6gKNCvHypwaO5cgx9UkIq9Pezdy7OiRWlz/TrTq1Qx/KlGhBBCiHQihVoOoXbrRn0jIxrcuMHuuXO1jpM2Li7sGDGCPwDvBw8Ia9IEoqK0TiWEEEJkOCnUcggld25qlC2LNXBv82at46RZl6FDmTlyJHvt7CgUHAweHvDsmdaxhBBCiAwlhVoOMmbWLMKAz06fhnv3tI6TZl/98AN1/PzA1hYOHiS5UyfdZL5CCCFENiWFWg7i2LIluevU0a2j+XJS2aymalXYuZPbFhZU2b2bXU2bQnKy1qmEEEKIDCGFWk4zfDgA1xYs4MnduxqHeUf16jHb3Z1gYPjhwyR99hmkpGidSgghhEh3UqjlNO3bM97OjlJPn/LzoEFap3lnMzdsYHDLluxRFEyWL4eRI2URdyGEENmOFGo5jYkJrm3akAJcDgjIsneiTE1NWbBrF4WXLdPtmDuXlMmTNc0khBBCpDcp1HKgj+fN43yuXCyPjIQ//tA6zvvx9IQff+QEUOmbb7g6frzWiYQQQoh0I4VaDmSaNy/l+/fXfTFnjrZh0oE6ZAgjChfmAvD1t9/CkiVaRxJCCJHJDh48iIeHBy4uLiiKwtatW1O97uXlhaIoqbZatWqlOiY8PJyePXvi5OSElZUVVatW5ffff8/ET/EqKdRyqs8/ByMjYvfuJWzfPq3TvBdFUdh8/DifVarEYoB+/WDNGq1jCSGEyESxsbG4ubmxYMGCNx7TsmVL7t27p998fX1Tvd6zZ08uXbrE9u3bCQ4OpmPHjnTp0oWzZ89mdPw3kkItpypalP/VqkVhYMCnn2qd5r05OTuzODAQ64EDdYMKevUiecMGrWMJIYTIJO7u7kybNo2OHTu+8Rhzc3OcnJz0m729farXjx07xtChQ6lRowbFixfn66+/Jnfu3Jw5cyaj47+RFGo5WNkvvuAJEHrnDjHXrmkd5/0pCixYAL17szolhVpdu/Jk9WqtUwkhhHgP0dHRREVF6bf4+Ph3bisgIABHR0dKly5N3759iYiISPV6vXr12LBhA48fPyYlJYX169cTHx9Po0aN3vNTvDsp1HKwkp07c8TVlb9UFeuVK7WOkz6MjIiZPZuvLC05Bfzq6Qk7d2qdSgghxDtydXXFzs5Ov3l7e79TO+7u7qxZswY/Pz9mzZrFyZMnadKkSarCb8OGDSQlJZE3b17Mzc3p378/Pj4+lChRIr0+TppJoZaTKQq1J07EGHQrFTx/rnWidGFtZ8eeo0cZXbYsX6WkQKdOsGeP1rGEEEK8g5CQECIjI/Xb2LFj36mdLl260Lp1aypUqICHhwe7du0iNDSUnX/7Yf7rr7/myZMn7Nu3j1OnTjFixAg6d+5McHBwen2cNJNCLafr1AkKFUJ98IBb8+drnSbdVKhcmRnnzmHUoQPEx6O2bUuCFGtCCJHl2NjYYGtrq9/Mzc3TpV1nZ2eKFCnC5cuXAbh69SoLFizgt99+o2nTpri5uTFp0iSqVavGTz/9lC7nfBdSqOV0Jibc6NGDKkD1sWN5HhendaL0Y2oK69ejtm7NmPh4Wrm7E7d/v9aphBBCGIBHjx4RFhaGs7MzAM+ePQPAyCh1aWRsbEyKhpPDS6EmKDB8OI8UhZjkZM4uWqR1nPRlZsaNH37gZ2Nj9qek8EebNnD8uNaphBBCpLOYmBgCAwMJDAwE4Pr16wQGBnLr1i1iYmL48ssvOXbsGDdu3CAgIAAPDw8cHBzo0KEDAGXLlqVkyZL079+fP//8k6tXrzJr1iz27t1L+/btNftcUqgJTPPl4/fOnQkDau/erXWcdFesbFl27trFr2XK0P75c2jZEk6f1jqWEEKIdHTq1CmqVKlClSpVABgxYgRVqlRh4sSJGBsbExwcTLt27ShdujSenp6ULl2aY8eOYWNjA+iWJvT19SVfvnx4eHhQqVIlVq5cyYoVK2jVqpVmn0tR1ey9kvXt27cpVKgQYWFhFCxYUOs4huvqVShVSjcHWUgIlCundaL0FxsL7u5w6BAJuXNjtG8fJh98oHUqIYQQryHXbx25oyZ0SpSAF7d2I95x6LPBs7KCnTt5XqMGHZ4+pWedOiSfO6d1KiGEEOKNpFATeilffEE3oMCqVVw4fFjrOBnDxobTU6awV1HYlpDAhcaNdXcQhRBCCAOkaaHm7e1N9erVsbGxwdHRkfbt23Pp0qVUx8TExDBkyBAKFiyIpaUl5cqVY+HChRolzt6MGjQgPndukoDd06drHSfD1G3Zkg3Ll+NbogSVHj+GRo0gKEjrWEIIIcQrNC3UDhw4wODBgzl+/Dh79+4lKSmJ5s2bExsbqz9m+PDh7N69m9WrV3Px4kWGDx/O0KFD2bZtm4bJsylFYdq4cQQBI8+ehfdYpsPQdejVi0YnTsAHH8CDB0Q0bEjC0aNaxxJCCCFS0bRQ2717N15eXpQvXx43NzeWLVvGrVu3OP23EXnHjh3D09OTRo0aUbRoUfr164ebmxunTp3SMHn2VW7YMCoVKAD378P69VrHyVh588K+fURUq0bDyEg6NWzIcz8/rVMJIYQQegbVRy0yMhIg1Wr29erVY/v27dy5cwdVVfH39yc0NJQWLVq8to34+PhUi7dGR0dnSvZsw9QUhg4FIG7WLOKzybJSb5Q7Nxe/+YYbRkYEJSXxsE0b8PfXOpUQQggBGFChpqoqI0aMoF69elSoUEG//8cff8TV1ZWCBQtiZmZGy5Yt+fnnn6lXr95r2/H29k61eKurq2tmfYTso18/5puaUjg4mNVff611mgzX0N2d3b6+7K9bl4JxcdCqFWTD+eSEEEJkPQZTqA0ZMoRz586xbt26VPt//PFHjh8/zvbt2zl9+jSzZs1i0KBB7Nu377XtjB07NtXirSEyoi/t8uQhoXp1HgLbV6/WOk2maNiiBaX27QMPD3j+nCAPD56sWaN1LCGEEDmcQUx4O3ToULZu3crBgwcpVqyYfn9cXBx2dnb4+PjQunVr/f7PPvuM27dvs/st7nrIhHnvJvLMGXZ+8AFdAOOgIKhUSetImSMhgaDWrWm8bx9FgL2LF+Pw2WdapxJCiBxHrt86mt5RU1WVIUOGsGXLFvz8/FIVaQCJiYkkJiYa3AKpOYFd1ap069IFY4Bp07SOk3nMzDD+/nvMLCywBCz69YOVK7VOJYQQIofStFAbPHgwq1evZu3atdjY2BAeHk54eDhxcXEA2Nra0rBhQ0aNGkVAQADXr19n+fLlrFy5Ur+IqshAL/qnqZs28eDQIY3DZJ4KlStzKDAQ3549sVZV8PSE7LZYvRBCiAyRnJzMDz/8QI0aNXBycsLe3j7VllaaFmoLFy4kMjKSRo0a4ezsrN82bNigP2b9+vVUr16d7t274+rqyowZM5g+fToDBgzQMHkOUaEC5z/8kGpAy3btMICn5JmmVJky5F6+HIYMAWBL//5cnThR21BCCCEM3pQpU5g9ezYff/wxkZGRjBgxgo4dO2JkZMTkyZPT3J5B9FHLSPKM+/08DAigaOPGAJz29aWMu7vGiTKZqrKrc2c8Nm8mP3ByzBhcsutaqEIIYUCy6vW7RIkS/Pjjj7Ru3RobGxsCAwP1+44fP87atWvT1J7BjPoUhsmhUSN+r12bG0CZNP7lyhYUhSrz51M2Xz6aAU4zZsCYMZC9f74RQgjxjsLDw6lYsSIA1tbW+jli27Rpw86dO9PcnhRq4j+1XLAAB4C1ayE0VOs4mc7J2ZlDly6xZMYM3T+YmTNh4EBITtY6mhBCCANTsGBB7t27B0DJkiXZs2cPACdPnsTc3DzN7UmhJv5b1arQpg2kpHBz3Lgc1VftpTx58mAyejQsWoQKTPz1V/748ENITNQ6mhBCCAPSoUMH9u/fD8AXX3zBhAkTKFWqFL169aJ3795pbk/6qIm3c/Ik/WvUYAmwe/lymnl6ap1IMxu++IKuP/6IGRDauDFFdu4ES0utYwkhRLaSXa7fJ06c4MiRI5QsWZK2bdum+f1yR028nerVsSxShBTAf84crdNoqsP33/Nx/fp8a2JCEX9/aNkSoqK0jiWEEMIAHDx4kKSkJP3XNWvWZMSIEbRq1YqDBw+muT0p1MRbG7NgASeBby9cgBs3tI6jGTMzM9YFBDDSzw9sbeHgQZIbN4aHD7WOJoQQQmONGzfm8ePHr+yPjIyk8YtZFNLirQs1e3t7Hr64EOXJk+eVCdzeZzI3kTU4tWlDtWbNICkJcvgUFUZGRlC/Pvj7k5g3L+3PnGFyuXKot29rHU0IIYSGVFVFUZRX9j969AgrK6s0t2fytgfOmTMHGxsb/e9fF0LkABMnwt69xP72Gw89PSlSp47WibRVtSo7J0/mf0OHsu/hQ3rUqkXJAwegRAmtkwkhhMhEHTt2BEBRFLy8vFKN8ExOTubcuXPUeYdr5lsXap5/6zzu5eWV5hOJbKJePfa4udE9KAi3Ll3YFxamdSLNtR8yhPmPHlH8118peecO1KsHe/dChQpaRxNCCJFJ7OzsAN0dNRsbGyz/NsjMzMyMWrVq0bdv3zS3+06jPs+cOYOpqal+Qrdt27axbNkyXF1dmTx5MmZmZmkOklGyy6gRQ3JzwwZKde1KYeDPc+ewf/H3IMcLD4fmzSE4mAg7O+x27MC8fn2tUwkhRJaUVa/fU6ZM4csvv3ynx5yv806DCfr370/oi4lPr127RpcuXciVKxebNm3iq6++SpdgwnAV6dKFA5Ur8xdgv3ix1nEMh5MTBATw6IMPaBIZSZtGjYjauFHrVEIIITLRpEmT0q1Ig3e8o2ZnZ8eZM2coUaIEM2fOxM/Pjz/++IMjR47QtWtXwgzocVhWrcgN3v798OGHYG4O16+Ds7PWiQzGkb17aeHuTu7kZI4rCgUXLoT+/bWOJYQQWUpWun5XqVLlrfvunzlzJk1tv3Uftb9TVZWUlBQA9u3bR5s2bQAoVKiQfmSoyOaaNIG6dVGPHOHkyJHUyInrgL5B3WbNOHDkCCbe3hTctg0GDICbN2H6dJBBOEIIke20b98+w9p+pztqjRs3pnDhwnz44Yf06dOHkJAQSpYsyYEDB/D09OSGAc2xlZUq8qwm0deXhq1bcwz4c9cuqrdsqXUkw6Kq8M03MHkyx4BnTZvS1NcXDKgPpxBCGCq5fuu8Ux+1efPmcebMGYYOHcr48eMpWbIkAL///vs7DT0VWZOpuzulHBzIBVyYN0/rOIZHUWDSJK7PnIkH4L5/P/tq1ICnT7VOJoQQIgM9ffqUJUuWMHbsWP3kt2fOnOHOnTtpbitNd9SePXvGqFGj2Lp1KwkJCXz44YfMnz8fBwcHAJ4/f46xsTGmpqZpDpJRpCLPWHdXrcKkVy8cc+XSrVaQL5/WkQzO8+fP8WzRgquHD3MgJQWr8uVh1y4oVEjraEIIYbCy6vX73LlzfPjhh9jZ2XHjxg0uXbpE8eLFmTBhAjdv3mTlypVpai9Nd9QmTZrE8uXLad26Nd26dWPfvn0MHDhQ/7qFhYVBFWki47n06IFjtWrw7BnMnq11HINkYWHBOn9/9gUEYOXsDBcuQK1aqIGBWkcTQgiRzkaMGIGXlxeXL1/GwsJCv9/d3T3j1/rcsmULS5cuZdGiRcybN4+dO3eydetWkpOT03xikU0oim61AuCvH38k5MgRjQMZJiMjI3LXrw/Hj0P58qy5e5c21aoRs3271tGEEEKko5MnT9L/NSP9CxQoQHh4eJrbS1OhFhYWRv2/TeBZo0YNTExMuHv3bppPLLKRNm1YX7QoFZ8947NOnfQjgsVrFC5M5M6dDDExwTc5mcUdOsDy5VqnEkIIkU4sLCyIiop6Zf+lS5fI9w7dg9JUqCUnJ7+y6oCJiQlJSUlpPrHIRhSF+j/8gDngcP8+0YcOaZ3IoNkVKcIf/v4MKFWKL1JS4NNPdaND0z4AWwghhIFp164d33zzDYmJiYBu7c9bt24xZswYOnXqlOb20jSYwMjICHd391QLje7YsYMmTZqkmoV3y5YtaQ6SUbJqZ8Ss6Gb79hTZtg1q14bDh8HonQYV5xwpKfD11+DtjQqEtG9P+Y0bQfp5CiFElr1+R0VF0apVKy5cuEB0dDQuLi6Eh4dTu3ZtfH1907xqQZqupJ6enjg6OmJnZ6ffevTogYuLS6p9Imcq8tNPYGUFx47B6tVaxzF8Rkbw7bfwyy9MBKps3cqaKlUgMlLrZEIIkeUcPHgQDw8PXFxcUBSFrVu3pnrdy8sLRVFSbbVq1XqlnWPHjulvQOXOnZtGjRoRFxf31jlsbW05fPgwW7ZsYcaMGQwZMgRfX18OHDjwTktLpWllgmXLlqX5BCIHKVAAJk4kbvRovhs0iM5lyuBas6bWqQxeSt++XFq9msTDh4m/cAHq1QNfX5m+Qwgh0iA2NhY3Nzc+/fTTNz5ibNmyZapa5p/duY4dO0bLli0ZO3Ys8+fPx8zMjKCgIIze8glRSkoKy5cvZ8uWLdy4cQNFUShWrBhOTk6oqvrWy0z93TutTJCVZNVbp1lWQgIDHB35NTKSpoULs/fFX1Tx71JSUti7cCEtpk+He/d0a6fu3AlVqmgdTQghNPHy+h0SEkKBAgX0+83NzVN1wXodRVHw8fFJtbSTl5cXT58+feVO29/VqlWLZs2aMXXq1DTnVVUVDw8PfH19cXNzo2zZsqiqysWLFwkODqZt27b/eu43kU5EIn2ZmTF63jxKAf1u34aQEK0TZQlGRka0GDxYN31HhQrE3bvHVzVrEvX771pHE0IITbm6uqbqXuXt7f3ObQUEBODo6Ejp0qXp27cvERER+tciIiI4ceIEjo6O1KlTh/z589OwYUMOHz78Vm0vX76cgwcPsn//fs6ePcu6detYv349QUFB7Nu3Dz8/vzRPdgtSqIkMUMzTk7/atuXjlBSUL76Q0YxpUbgwHD7MAGdnvk9MpG3nzqi//KJ1KiGE0ExISAiRkZH6bezYse/Ujru7O2vWrMHPz49Zs2Zx8uRJmjRpQnx8PADXrl0DYPLkyfTt25fdu3dTtWpVmjZtyuXLl/+z/XXr1jFu3DgaN278ymtNmjRhzJgxrFmzJs25pVATGcJozhwwN4f9+1E3b9Y6TtZiZ8fQzZspbGXFFEAZOBBGj9aNEhVCiBzGxsYGW1tb/fZfjz3fpEuXLrRu3ZoKFSrg4eHBrl27CA0NZefOnQD6OUD79+/Pp59+SpUqVZgzZw5lypTht99++8/2z507R8uWLd/4uru7O0FBQWnOLYWayBjFi8Po0ewDqnbrxpXgYK0TZSnVatcm9OFDGn7zjW7Hd98R36ULPH+ubTAhhMgmnJ2dKVKkiP5umbOzM6B71Pp35cqV49atW//Z3uPHj8mfP/8bX8+fPz9PnjxJc04p1ETGGT2a7y0sCExMZEr37lqnyXLMLSxgwgRYuZJwExMq/P47v1WsCI8eaR1NCCGyvEePHhEWFqYv0IoWLYqLiwuXLl1KdVxoaChFihT5z/aSk5MxMXnzZBrGxsbvtEBAmqbnECJNcuVi3syZLPziC6ZcugTXrunutIm06dmTxf7+XFm2jBlXrvBJzZpY+vpC6dJaJxNCCIMRExPDlStX9F9fv36dwMBA7O3tsbe3Z/LkyXTq1AlnZ2du3LjBuHHjcHBwoEOHDoBupOioUaOYNGkSbm5uVK5cmRUrVvDXX3/x+1sM7FJVFS8vrzc+mn3ZFy6tpFATGars0KHM27ED9u2D4cNh2zatI2VJXy9dirGtLR9v2oTl1atQowasXQutWmkdTQghDMKpU6dSdeQfMWIEoJusf+HChQQHB7Ny5UqePn2Ks7MzjRs3ZsOGDdjY2OjfM2zYMJ4/f87w4cN5/Pgxbm5u7N27lxIlSvzn+T09Pf/zmF69eqX5c8k8aiLjXbwIlSpBUhL316whf7duWifKusLD4aOP4MgR9gLFRoyg5A8/gMxVJ4TIZuT6rSN91ETGK1eOZ4MG8SlQokcPwv52a1qkkZMT+PkR8vHHdASqz57N+ebNISZG62RCCCEygBRqIlNYfvMNV0xNiVVVdn31ldZxsjYzM3LPmUOF4sWprCiU2bcPateGq1e1TiaEECKdSaEmMoViZ8cvU6ZwHOi3Zw/cuaN1pCzNxcWFgJAQtvj6YurkBOfPo1arRtz27VpHE0IIkY40LdS8vb2pXr06NjY2ODo60r59+1eGxQJcvHiRtm3bYmdnh42NDbVq1XqrOU2EYSk/Zgw169SB2FgYNUrrOFmeubk5eVq2hNOnoWZN5j19So127bg6ZoysBiGEENmEpoXagQMHGDx4MMePH2fv3r0kJSXRvHlzYmNj9cdcvXqVevXqUbZsWQICAggKCmLChAlYWFhomFy8E0WB+fNBUXi0bh27v/tO60TZg4sLsb6+zLKy4jywe+ZM6NZNVxALIYTI0gxq1OeDBw9wdHTkwIEDNGjQAICuXbtiamrKqlWr3qlNGTVieK53706ttWuJVhSCz5+nxD9mgRbv5u6dOywfOJCxvr4oycng5gZbt0LRolpHE0KINJPrt45B9VGLjIwEwN7eHtCtu7Vz505Kly5NixYtcHR0pGbNmmzduvWNbcTHxxMVFaXfoqOjMyO6SIOiCxZQwcyM4qpK7Jw5WsfJNlwKFGDc9u0o/v7g6EhiUBDTXF2J/d//tI4mhBDiHRlMoaaqKiNGjKBevXpUqFABgIiICGJiYpgxYwYtW7Zkz549dOjQgY4dO3LgwIHXtuPt7Y2dnZ1+++eaXUJ7Sp48rPvlF04DlZYvh8BAjRNlM/Xrw6lTfOXoyIS4OFp6eKD+8IP0WxNCiCzIYB59Dh48mJ07d3L48GH9Lc67d+9SoEABPvnkE9auXas/tm3btlhZWbFu3bpX2omPj0+1TMOdO3dwdXXN8bdODdJHH8HmzVC1Kpw4Af+yRppIu8P79/OxhwcL4+JoB/DJJ7BkCeTKpXU0IYT4T/LoU8cg7qgNHTqU7du34+/vn+qb4eDggImJSZpWsjc3N8fW1la//X1pCGFgFixAtbNj3Zkz9KpZEwP5mSHbqNe0KZcjImg3f76uCF63jgc1aqBeu6Z1NCGEEG9J00JNVVWGDBnCli1b8PPzo1ixYqleNzMzo3r16u+8kr0wcE5OhH39NV7AqjNn8Pn5Z60TZTtW1tYwZAjs30+UgwP1L1zg47JliZY1V4UQIkvQtFAbPHgwq1evZu3atdjY2BAeHk54eDhxcXH6Y0aNGsWGDRtYvHgxV65cYcGCBezYsYNBgwZpmFykl8IjRzK9VCm+Adps3Cj9qDJKgwYcmzOHa4rC8cRE4jp0gO++kz9vIYQwcJr2UVPesJD0smXL8PLy0n/922+/4e3tze3btylTpgxTpkyhXbt2b3UOecadBVy7BhUrwrNnsGgR9O2rdaJs61hAAKazZ1Ntxw7djo8/ht9+AysrbYMJIcQ/yPVbx2AGE2QU+UZnEXPmwIgRqLa2hO3bR+Hq1bVOlH2pKvzyC3z+OQeSkjiUPz/jDh3CqFQprZMJIYSeXL91DGIwgRB8/jkPq1ShVVQU1evX59HDh1onyr4UBQYO5Mn27XRWFCbcv88CNzf44w+tkwkhhPgHKdSEYTA2xmbxYm4CkfHxHJ81S+tE2V4ed3e8v/uOWtbWfBYXB+7u8O23kJKidTQhhBAvSKEmDIb5Bx+wtl8/AoHWv/0Gjx9rHSnb6/PllxyJiCBX3766R6Ljx3O8dm2IiNA6mhBCCKRQEwam8o8/UrZcOV2hMHKk1nFyBCNLS90gjqVLWWNqSu0//6Rf0aKo+/drHU0IIXI8KdSEYTE3h6VLQVG4vnw5Pw0ZonWinKN3b24PGYICuMTFoTRrBpMmQXKy1smEECLHkkJNGJ7atbnfpw+VgCE//YS/r6/WiXKM0bNnc+LgQSZ8+qnuUeg33/C8cWPU27e1jiaEEDmSFGrCIOWfM4fu1tY0AApt2qR1nBylev36GP/2G6xejWplRedDh+hWogRRv/+udTQhhMhxpFAThsnamrlr1+IPlFyxAo4f1zpRztO9O6dXrGAX4JOQwI3OneGrryAxUetkQgiRY0ihJgyWhYcHRj176h7B9e5Ncmys1pFynGqdOnHI358lzZpRCeD776F+fbhxQ+NkQgiRM0ihJgzbnDkkOzoy5+JFqhYrxrNnz7ROlOPUbtSIHnv2wObNYGfHjRMn6FG6NI9WrNA6mhBCZHtSqAnDljcvMXPmMBs49+AByydO1DpRztWxI+qZM3jZ2LAmMZFBXl7Qrx/InU4hhMgwUqgJg2fXrRu/NW3Kr8DA7dt1i7cLTSjFizNn3z6qOTkxE2DxYqhSBf78U+toQgiRLUmhJrKEZps20c/FBeXyZRg/Xus4OVqVGjX48+5diu7fDwUKwOXLrK9ViwtDh0JSktbxhBAiW5FCTWQNefLAkiUAJM2dy+7vv9c4UM6mKAo0aQLBwZxv0QIvVeWDBQsIrlYNrl3TOp4QQmQbUqiJrMPdneeentQB3L/6Cr+dO7VOJPLkwWHZMpq6udHUxIQKQUFQuTKsWKEbrSuEEOK9SKEmshSLefP4wMqK3EDkTz9pHUcATs7O/O/sWTYEBqLUqwfR0SR5ebGnQQN4/FjreEIIkaVJoSayFjs7vlu7lgtAh127QBYONwiKomBdvjwEBMC33zLdyIgWhw8zrHBh2LdP63hCCJFlSaEmshybtm1xGTBA90Xv3hAVpW0g8f+MjWHsWJI//RQjoGZsLDRrBiNGwPPnWqcTQogsRwo1kTV9/z0ULcqZW7doU6ECUVKsGZRvlizhwunTfDJwoG7HnDmEubmRcOqUtsGEECKLkUJNZE3W1iQvWUI3YGdYGJO8vLROJP6hbNWq8PPPsGMHz/Plwz00lFrVq3N19GhITtY6nhBCZAlSqIksy7hpUxZ16kRnYOyxY/D0qdaRxOu0acPF9eu5Z2rKHcD2u++gcWNZL1QIka4OHjyIh4cHLi4uKIrC1q1bU73u5eWFoiiptlq1ar22LVVVcXd3f207mU0KNZGlNVixgo0lS+IYHg7Dh2sdR7xBlSZNCL5+HZ9x48hnbQ2HDkGlSsT++qtM4yGESBexsbG4ubmxYMGCNx7TsmVL7t27p998fX1fe9zcuXN180UaACnURNZmZQXLl4OiwPLlXHsxKa4wPC4FClBn+nQ4dw7q1eNIdDRFBwxgQ82a8OCB1vGEEAYqOjqaqKgo/RYfH//a49zd3Zk2bRodO3Z8Y1vm5uY4OTnpN3t7+1eOCQoKYvbs2fz222/p9hnehxRqIuurWxd1xAjGAqX69sV3wwatE4l/U6wYBAQwr2JFHgK7Tp6EihVBJjAWQryGq6srdnZ2+s3b2/ud2woICMDR0ZHSpUvTt29fIiIiUr3+7NkzPvnkExYsWICTk9P7Rk8XUqiJbEGZOpX4PHlIAfynTNE6jvgvxsasOX2a74YNY17ZsnD/PrRpgzpgAMTGap1OCGFAQkJCiIyM1G9jx459p3bc3d1Zs2YNfn5+zJo1i5MnT9KkSZNUd+iGDx9OnTp1aNeuXXrFf29SqInswdKS6Vu34qsofH/xom4JI2HQTE1NGTVnDnZnz+rmWQO++PVXRhQowPOAAG3DCSEMho2NDba2tvrN3Nz8ndrp0qULrVu3pkKFCnh4eLBr1y5CQ0PZ+eJu/vbt2/Hz82Pu3LnpmP79SaEmsg3LBg1wf3k3bdAgCAnRNpB4OxYWMGsWIUuXMh+YExnJ2caNYehQiI7WOp0QIptydnamSJEiXL58GQA/Pz+uXr1K7ty5MTExwcTEBIBOnTrRqFEjzXJKoSayl3Hj4MMPefbsGf3q1ePQ3r1aJxJvybV3b/63fj3jKlWiNsCCBeDqirptm9bRhBDZ0KNHjwgLC8PZ2RmAMWPGcO7cOQIDA/UbwJw5c1i2bJlmOaVQE9mLsTGsXs10KysWP3lC9w4d3jhCSBie1l26MD0oSLc+aIkSPLl9mw/at+f32rVR797VOp4QwoDFxMSkKrCuX79OYGAgt27dIiYmhi+//JJjx45x48YNAgIC8PDwwMHBgQ4dOgDg5OREhQoVUm0AhQsXplixYlp9LCnURDaUPz9jN26kMbA8NhZzGQWa9TRtCufOMat2bc4CXx8/TmK5crB4MaSkaJ1OCGGATp06RZUqVahSpQoAI0aMoEqVKkycOBFjY2OCg4Np164dpUuXxtPTk9KlS3Ps2DFsbGw0Tv7vFFXN3rNN3r59m0KFChEWFkbBggW1jiMy0zffwKRJkCsXnDoF5cppnUik0fPnz/H+4gs+PHCA+pcuAaDWr4/6668YyfdTiGxNrt86ckdNZF/jx+vuzDx7xqMOHTh79KjWiUQaWVhYMOXXX6l//jzMng25cvH7oUPUKV+e4CFDICFB64hCCJGhpFAT2ZexMaxZQ4iDA5UvXaJNs2avTG4osggTExg+nJTgYL7OlYsTqsrmn36CqlXh2DGt0wkhRIaRQk1kb/nzU2TFCmwA62fPeGwgS4KId2NUvDh+ly7xeYsWjHVwgAsXoG5dEvr3h6dPtY4nhBDpTgo1ke1ZtWrFzmHDOAWUnToVLl7UOpJ4DwUKFmTe7t2Y//UXeHmhqiqdFi2ip7MzEYsWySLvQohsRQo1kSMU++EHbF70V6NzZ1JiYrSOJN5X3rywbBnnFi9mJ7Dh+XMe9e8PrVrB9etapxNCiHShaaHm7e1N9erVsbGxwdHRkfbt23Ppxciu1+nfvz+Kohjc8g4iC3jRXw0nJ7ZeuEDFQoWkv1o24fbZZxw/dIifPDwoZ2YGu3dD+fJEf/MNJCZqHU8IId6LpoXagQMHGDx4MMePH2fv3r0kJSXRvHlzYl+zKPPWrVs5ceIELi4uGiQV2UL+/CSuXMl4IOTpU2Z6emqdSKSTGvXq0Xf7djh3Dho14lZcHEUmTWJCgQIkHjqkdTwhhHhnmhZqu3fvxsvLi/Lly+Pm5sayZcu4desWp0+fTnXcnTt3GDJkCGvWrMHU1PRf24yPjycqKkq/RctageJvTJs1Y+OgQYwGZhw4IP3VspsyZcDPjzUffcQTwP/BA4wbNICBA2WwgRAiSzKoPmqRkZEA2Nvb6/elpKTQs2dPRo0aRfny5f+zDW9vb+zs7PSbq6trhuUVWVP5H39kRpMmmMbFwccf6/qtiexDURizcSNbli/n1/btdf/J/fILyWXL8mDxYhlsIITIUgymUFNVlREjRlCvXj39+loAM2fOxMTEhM8///yt2hk7diyRkZH6LSQkJKMii6zqZX+1/PlRz59nbp06XAgO1jqVSEeKotDB05PyPj7g7w9lyvDz/fuU7tePVZUqwZUrWkcUQoi3YjCF2pAhQzh37hzr1q3T7zt9+jTz5s1j+fLlKIryVu2Ym5tja2ur3wx9DS+hEScn2LSJuUZGDA8Kok39+kRFRWmdSmSERo1QAwPZXLQoT4Fn589DhQq6Jcbi47VOJ4QQ/8ogCrWhQ4eyfft2/P39U63ndejQISIiIihcuDAmJiaYmJhw8+ZNRo4cSdGiRbULLLKH+vXp9eOPlAGGRUZis22b1olEBlEsLNh3+TKrvv+evh9+qCvQJk3iRtmyRG/frnU8IYR4I00XZVdVlaFDh+Lj40NAQAClSpVK9fqjR4+4d+9eqn0tWrSgZ8+efPrpp5QpU+Y/zyGLuor/8nzUKCx++AHMzMDPD+rW1TqSyEiqChs3kvzFF9S+f597wKZmzai1cqXuTqsQwiDI9VtH0ztqgwcPZvXq1axduxYbGxvCw8MJDw8nLi4OgLx581KhQoVUm6mpKU5OTm9VpAnxNixmzoQOHSAhgYR27dj6669aRxIZSVGgSxdu793LQ1tbooDCe/fqRoz+9BMkJ2udUAgh9DQt1BYuXEhkZCSNGjXC2dlZv23YsEHLWCKnMTKCVatIrFIF90eP6DBgACsWLtQ6lchgRSpW5Py9e+z+7TdcqlWDqCgYMgR/V1cSZKF3IYSB0LRQU1X1tZuXl9cb33Pjxg2GDRuWaRlFDmFlhemOHdSytsYacFiyBJKStE4lMliuXLmo/emncPw4/PQTwVZWNAsNpUqdOjzt10/mXhNCaM4gBhMIYRAKFGCqnx9B5ua0PnMGRozQOpHILMbGMGgQdxYtwt7cnLJA7sWLoVQpWLhQinYhhGakUBPib4yqV6f42rW6L+bP58kPP/Do0SNtQ4lM07JbN/66e5efN26EsmXh4UNiBg3i2wIFiNm6Vet4QogcSAo1If6pY0f49luuArVGjaJDo0bEy3xbOYa9vT35O3fWrRs6fz7fWVgwPiIC9w4doHVrWXZMCJGppFAT4nXGjCG+bVvCgRsXLnDnwAGtE4nMZmoKQ4bwwZIlFLezY7iREfj6QsWKMHQoyJ1WIUQmkEJNiNdRFFw3bsS3UiX+VFWKDxwIDx9qnUpooF337lyMiKBDSAi0bQvJyfxvwQLaOzlxedw4SEjQOqIQIhuTQk2INzE3p+7+/TgVKwbXrkHHjkRLsZYjmZmZoZQpA9u2oe7bxxhzc7YlJbHU21u3HNX27bLYuxAiQ0ihJsS/cXCA//0PbG05cugQxQoUYJuPj9aphIaUpk3ZePIk3WrUYKyDA1y+DO3a8bhhQxJPntQ6nhAim5FCTYj/4uoKmzaxSlF4lJDAT0OHoqakaJ1KaMi1YkXWnDiB3dWrMGYMmJsz+NAhyteowaFWreDOHa0jCiGyCSnUhHgbzZuzYO1avlUUtt65g/LVV/KoS4CtLXh78+TECfwtLLgC2OzapZt/beJEiInROqEQIouTQk2It2TStStjlywhF8CsWTBtGtHR0VrHEgYgj5sblyMi2PTtt1SuWxfi4mDqVHwLF+bmzJmyfqgQ4p1JoSZEWvTuDXPnArB84kRKurhw4cIFbTMJg2BjY0OnsWPh0CH4/XceFS1K9ydPKDNmDKfLloU9e7SOKITIgqRQEyKtvviCpEmT+AWIiIlh1ahRWicShkRRoFMnonbvpkrJkpQxNqbylSvQogW4u8P581onFEJkIVKoCfEOTCZNwnfwYL4HvHfvho0btY4kDEyxMmXYHxqK319/YTx8OJiakrJ7N90qVmR7ixaod+9qHVEIkQVIoSbEu1AU7OfP58t+/VBUFbp3R925U/qsiVQURSFvyZIwezaEhLChRg3WAT327OFxqVIwebIMOBBC/Csp1IR4V4oCP/8M3bqhJiUxsl076lauzOPHj7VOJgxRyZK02rOHMd27M6lwYfI+ewZTpkCpUjyZMweSkrROKIQwQFKoCfE+jI1h+XLuN2vGuuRkgq9dY8/PP2udShgoOzs7vFevZuSNG7BpE5QowYXwcAqMGMHI/PlJ3rpVpn0RQqQihZoQ78vUFKft29lXowYrga6zZ0NwsNaphCFTFPjoIwgJYWOLFsQB1x8/xrhDB2jcGGSFAyHEC1KoCZEeLCwov38/PWvVgidPoFkzYs+d49mzZ1onE4bMzIzJu3ax6/ffmdmvH1hYwIEDxNSowYa6dUm5ckXrhEJkGQcPHsTDwwMXFxcURWHr1q2pXvfy8kJRlFRbrVq19K8/fvyYoUOHUqZMGXLlykXhwoX5/PPPiYyMzORPkpoUakKkF2tr8PUFNzfi79+nY40aNK9Xj6dPn2qdTBgwRVFo2akTpX79FUJDwdOTH4CuR4/ySenSMGIEPHigdUwhDF5sbCxubm4sWLDgjce0bNmSe/fu6TdfX1/9a3fv3uXu3bv88MMPBAcHs3z5cnbv3k2fPn0yI/4bmWh6diGymzx54I8/uFKnDieuXSPp7FmubtvGB56eWicTWUGhQrB8ObZ582I9bx4fJSfDnDmwaBHq4MEoo0aBg4PWKYUwSO7u7ri7u//rMebm5jg5Ob32tQoVKrB582b91yVKlGD69On06NGDpKQkTEy0KZnkjpoQ6S1/fsr/+ScHKlRgG/DB4MGwd6/WqUQWMmLWLK6Hh/PRrl1QrRrExrLlu+9o4eTE8V694NEjrSMKkWmio6OJiorSb/Hx8e/cVkBAAI6OjpQuXZq+ffsSERHxr8dHRkZia2urWZEGUqgJkTHy5sXt2DGaNmsGsbHQujW3Fi7k0qVLWicTWYSDgwNKy5bw55+wYwffWlqyJzkZ31WroGhRGD8eZCoYkQO4urpiZ2en37y9vd+pHXd3d9asWYOfnx+zZs3i5MmTNGnS5I2F36NHj5g6dSr9+/d/n/jvTVHV7D0W/Pbt2xQqVIiwsDAKFiyodRyR08THQ69eRGzcSH3gsbU1ew8donLlylonE1nM9WvX+H7IEKbdvo39i1HFV6ysePDRR9SePRvs7TVOKET6enn9DgkJoUCBAvr95ubmmJub/+t7FUXBx8eH9u3bv/GYe/fuUaRIEdavX0/Hjh1TvRYVFUXz5s3JkycP27dvx9TU9L0+y/uQO2pCZCRzc1i7FqVXL2yAXDEx5F27VubKEmlWrHhxfvb1xT4oCHx8wM2NibGx1FmxgqkuLjBxom7EsRDZjI2NDba2tvrtv4q0t+Xs7EyRIkW4fPlyqv3R0dG0bNkSa2trfHx8NC3SQAo1ITKesTH5li/Hb9Qo/IFC338PI0dCSorWyURWpCjQvj0pp05h3awZpoqCR3w8TJ0KxYqRMmGC9GET4i08evSIsLAwnJ2d9fte3kkzMzNj+/btWFhYaJhQRwo1ITKDomD73XcUnzNH9/WcORxt1YoNa9Zom0tkWUYmJizas4fbd+9S+fffoUIFiIzk22nTaOLoyLFu3eDePa1jCpFpYmJiCAwMJDAwEIDr168TGBjIrVu3iImJ4csvv+TYsWPcuHGDgIAAPDw8cHBwoEOHDoDuTlrz5s2JjY1l6dKlREVFER4eTnh4OMnJydp9MDWbCwsLUwE1LCxM6yhC6KxcqV4zMlJzg6qAuuP337VOJLKD5GQ1ccMG1dnERAXUtaCq5uaqOnCgql6/rnU6IdIsrddvf39/FXhl8/T0VJ89e6Y2b95czZcvn2pqaqoWLlxY9fT0VG/duvWf7wfU6xr+G5LBBEJoIGX7doZ07Mi55GT+qFMHq507IXdurWOJbODWzZssGTuWSTdvYnz0KAD7jYx4WK8eHy1ciLGrq8YJhXg7cv3WkUefQmjAqG1bfvLzY4+NDVZHj0LDhhAWRlJSktbRRBZXuEgRvlm7FuPDhyEgALVpU75KSaHrwYPMKV8eunSBoCCtYwoh3pIUakJoRGnQgFyHDkH+/HDuHEvKl6dBlSrck35FIj0oCjRsSKKvL+369qWQpSVeABs3QuXKPGjenLiAAG0zCiH+kxRqQmjJzQ1OnCC2QgXGR0dz7Px51o0YoXUqkY2YmZkxcdEirkdH4xAUBF27gqIwfO9eijVuzLaKFWHPHpkyRggDJYWaEForUgSrY8c43KwZo4Dh69frFuKWx6AiHRkbG0OlSrBuHXGBgRyzseE+UPD8eWjRAqpXh99/By1HtwkhXiGFmhCGwNqaUrt3892kSSgAc+aQ3Lo1vy1YoO2wcJEtWVaqxF+PHrFr5Uo++OILyJULTp9mdufODHVw4Nb330NCgtYxhRBIoSaE4TAygsmTdX2ILC2ZsGcPfYYOpbO7O9l8cLbQgKmpKS179oS5c+HmTeLGjGGGorDg6VMOffUVlCihey02VuuoQuRoUqgJYWg6d4YjR3DLmxdL4KPDh1H27NE6lcjOHByw+PZb1m3bRo+qVeni5AS3b8Pw4RxzceFEv36yALwQGtG0UPP29qZ69erY2Njg6OhI+/btuXTpkv71xMRERo8eTcWKFbGyssLFxYVevXpx9+5dDVMLkQmqVKHLhQtcrVaNbnFx0KoVzJlDojyOEhlEURSaeniw6vRpTG7cgF9/RS1enC+ioqi1eDFLnJ11fSdv3dI6qhA5iqaF2oEDBxg8eDDHjx9n7969JCUl6ZdvAHj27BlnzpxhwoQJnDlzhi1bthAaGkrbtm21jC1E5sifH+fDh6F3b0hJIXbECGq7uDBz+nR5FCoylrk59OtHXGAgrg0aYGtkRLuEBJgzB0qU4PHHH5N4+rTWKYXIEQxqZYIHDx7g6OjIgQMHaNCgwWuPOXnyJDVq1ODmzZsULlz4P9uUmY1FlqeqMG8ev40YQR9VxcXUlIuBgdjKDPMik0RHRWFz7Bh89x34+eEJBAALq1al1fffQ+PGunnbhEhHcv3WMag+apGRkQDY29v/6zGKopD7DcvtxMfHExUVpd+io6MzIqoQmUdRYNgweu/ezUJLSxYnJmJbqxb88gukpMjdNZHhbGxtdVN47N/P8yNH8LO05BaQ78wZaNpUN7XHhg0ypYwQGcBgCjVVVRkxYgT16tWjQoUKrz3m+fPnjBkzhm7dumFra/vaY7y9vbGzs9NvrnLXQWQXzZszICiIVrVrQ3Q0DByIX5UqNKpZk8uXL2udTuQQFnXqcPnxY7b+8gvVhwwBS0vd1B5du9Lf3p4rkyfDs2daxxQi2zCYR5+DBw9m586dHD58+LW3OBMTE+ncuTO3bt0iICDgjYVafHw88fHx+q/v3LmDq6trjr91KrKR5GRYsAB17Fgqx8VxDhhSty7zDxwAY2Ot04mc5uFD4ufNo8j06dxXVVYCPfPmhb59YcAAKFJE64Qii5JHnzoGcUdt6NChbN++HX9//zcWaR9//DHXr19n7969byzSAMzNzbG1tdVvNjY2GRldiMxnbAxffIFy/jzbatemJ/DtkSNQty6EhGidTuQ0Dg6YffMNm/74A69ateharBg8egQzZrC7WDEWVqpEzLZtkJKidVIhsiRNCzVVVRkyZAhbtmzBz8+PYsWKvXLMyyLt8uXL7Nu3j7x582qQVAgDVLw4RY8cYeWiRbo+RCdOQJUqDKxRg2lTppCYmKh1QpFDKIpC/WbNWHbsGKaXL8OWLdC0KdNUlUHBwcxt3x7KldNNoPv0qcZphchaNC3UBg8ezOrVq1m7di02NjaEh4cTHh5OXFwcAElJSXz00UecOnWKNWvWkJycrD8mQeaTEkI30KBvX7hwAVq35lRCAr+cPMnEyZM5u3691ulETmRsDB06kLJnD53HjqW8vT19rK0hNBSGD+eCszObmzUjSab3EOKtaNpHTXnDcO5ly5bh5eXFjRs3XnuXDcDf359GjRr95znkGbfIMVQVdc0a1g0cyKWYGKYYG8NXX8HEiSSbmuoW5RYik6mqihIbC6tXw08/8en58ywHBgI/160LgwdDp05gZqZxUmFo5PqtYzCDCTKKfKNFjhMRAUOH6tYMBR4WLkyN58/5fMwYhgwdiomJicYBRY6lqkz97DPmr1nDtqQkaicnA/AgXz7ON2tGo2nTUN7ww7nIeeT6rWMQgwmEEOnI0VE3p5WPD7i4sPDWLa5HRLBi4kSMgoO1TidyMkVhwtKl3I6KotatWzBlCri4sPTBA5qsXUuP4sWhTRvYuVM3ulkIIYWaENlW+/Zw6RJjx41jkYkJ82JiMKpWDfr3JyU8nLNnz2qdUORQZmZmKC4uMHEi3LhBQpcuWBkb0xx0RVqbNiQWL86pwYPh/n2t4wqhKSnUhMjOrK0xmT6dvleu0ODjj3VTJCxaxOpixahatSoD+vbVOqHI6UxNmbh+PXcfP6ZrcLBu4fc8edh+6xbVf/6Z1s7O0LUrHDigW05NiBxGCjUhcoIiRXSPQw8ehKpVufj8OQpQ3McHduyQC6DQnK2tLeYVKsCsWXDnDtc+/hgzRaGyqur+7jZqBBUqcG3iRHjyROu4QmQaKdSEyEnq14eTJ/FeupQz9vZ8/ugRtG0LLVpwfutW5s+fL/OvCe1ZWjJqwwbuREQwws8P+vUDKyvOhYRQYupUmjo4kNyrFxw7Jj9kiGxPCjUhchojI+jdm8rXr2MxerRuWoS9exnZoQOff/45IwcN0jqhEAA4ODiQt3Fj+PVXuHOHY127YgzYp6RgvGoV1KkDbm6Ee3tDZKTWcYXIEFKoCZFT2drCjBkQEoLavj0dgELAF+vXw8yZ8Pw52Xz2HpGV2NnRf906bt2+jffGjeDpCRYWPA4Opti4cdS3t+dpjx7w559yl01kK1KoCZHTlSiB4uPDAH9/rlWuTImYGBgzBsqWZWLHjnTv3p2bN29qnVIIAFwKFKBk586wfDncvcvhzz4jEYhOScFuzRqoWROqViVy9myIitI6rhDvTQo1IYROo0aYnD4NK1ZAgQI8vXmT2Vu3snbtWs6sWaN1OiFelScPbRcv5mZYGEuWLEHp2RPMzUkODMRt5Ega5MnDjY8/huPH5S6byLKkUBNC/D8jI+jVC0JDyT11KocsLBgJtB8/XrfMz5UrXLt2TQYcCINSoGBBqvXpAytXwt27nB0+nDDgfEoKTps2Qe3aUKkSMd99B48eaR1XiDSRJaSEEG8WHq6blHTpUkhJIdHEhAo2NmBvz+atW6lQoYLWCYV4rdthYVzYuJEW587Bpk0QF0djIEZRWNisGdVGj9ZN+WEk9ysMlVy/deRvqBDizZycYNEiCAqCli35KymJJ0+e8PTaNQrv2AHx8VonFOK1ChYqRIuRI3WP8u/eJWLGDI4qCqdVFcc9e6BpUyhdmmdTpqDevat1XCHeSAo1IcR/q1ABdu2i4h9/cMXVle2qiu24cVC6NCxfzvczZ3LhwgWtUwrxerlz4zh6NLfv32fjjBkUHjAAbGzg6lWGT55MhQIF2F27NmzZAs+fa51WiFTk0acQIm2Sk2HZMpg0Ce7e5QRQCzA1MeHmzZs4u7honVCI/xYbS9L69RQcOJD7iYn4A40A7OyIatsWpUsXbFq2BGNjbXPmYHL91pE7akKItDE2hs8+gytX4LvvyGtrS0egR1ISzh06gL8/AElJSdrmFOLfWFlh0qcPlx48YNm0aTQcORIKFIDISH5ZtYr8bdow3d4evvwSzp6VUaNCM1KoCSHejaUljBpFyZs32Tx+PIssLXWTjTZpwoNGjShesCDe3t4yQlQYNDs7O7zGj0f54Qe4dQv8/TlWpAhxgGNUlG7t0apViS9bloOffUbKlStaRxY5jBRqQoj3kzs3TJuGybVrMHgwmJqy9MABwu7fZ9N332EsFzaRVRgZQaNGbLl+nVNHj9J59Wr46CMwN8c3NJSGS5dSr1Qp3dJVCxbA/ftaJxZ/c/DgQTw8PHBxcUFRFLZu3ZrqdS8vLxRFSbXVqlUr1THx8fEMHToUBwcHrKysaNu2Lbdv387ET/EqKdSEEOnDyUl38frrL77q3p1VwNynTzGqWBH69iXpyhWWLl1KXFyc1kmF+FeKovBB7drk7t5dN7XH/fuE9+yJrbExdUG3GPzQoeDiwk/lynHZ2xuePtU4tYiNjcXNzY0FCxa88ZiWLVty7949/ebr65vq9WHDhuHj48P69es5fPgwMTExtGnThuTk5IyO/0YymEAIkTHOnYPx4+F//wNgjZERPVJSqFi6NEF//YWiKBoHFCJtnj9/Ttz16+TZvRvWrePCyZNUAEyBh6am2LZqBZ98Ah4ekCuX1nGzvPe5fiuKgo+PD+3bt9fv8/Ly4unTp6/caXspMjKSfPnysWrVKrp06QLA3bt3KVSoEL6+vrRo0eJdP8p7kTtqQoiMUakS7NgBhw9D06aYp6RQBPgkNBTl4491HbSBKFmPUWQRFhYW5ClXDoYPhz//JH7rVlqUKkUbGxtsExNh2zbo2pUpuXOzsEYNnqxfDwkJWsfO8qKjo4mKitJv8e8xf2NAQACOjo6ULl2avn37EhERoX/t9OnTJCYm0rx5c/0+FxcXKlSowNGjR9/rM7wPKdSEEBmrbl3Yt4+Pjh/ncps2DAP4/XeoWpXTdevinD8/o0aNIpvf3BfZUNV27dgdGsrvT5/q7iCPHUtU4cLMSExk0MmT3PjkE3B2hn79YP9+3dQ2Is1cXV2xs7PTb97e3u/Ujru7O2vWrMHPz49Zs2Zx8uRJmjRpoi/8wsPDMTMzI0+ePKnelz9/fsLDw9/7c7wrKdSEEJmjZk1Md+zA8tw53eMhIyM2HD3Ks+fPCV+5EmXvXpkCQWRJRkZGULEifPstnDvH1CFD+KhkSSrnzw+PH8PixXzz4Ye0z5WLgx07wqFDkJKidez3kpyczE8//UTv3r2JjY3N0M8TEhJCZGSkfhs7duw7tdOlSxdat25NhQoV8PDwYNeuXYSGhrJz585/fZ+qqpp21ZBCTQiRuSpWhLVr4dIlZvbpwx/GxkyIiIAWLaBGDR6uWEG7tm1ZtmyZ1kmFSDNbOzu+nD+fTZcvo9y5A/v3o372GSuNjNiWkMA9Hx9o0AAKF+b50KE8Cwgw+B9Qbty4wYIFC1ixYoVux717GO/axfQxY1i2bBmBRYrAr79m2PltbGywtbXVb+bm5unSrrOzM0WKFOHy5csAODk5kZCQwJMnT1IdFxERQf78+dPlnO9CCjUhhDZKlkRZsoTmN25Qetgw3bxsp07xo5cX23fsYPXEiXDggP5x0T//8xTC4BkbQ5MmsGgRPidP8vUnn9Cme3ews4M7d9iwYAH5GjdmbO7cMHo0nDmjedH2559/8uOPP3Lz5k3djrt3OfXLLwwdOpQfv/gCXFx0m4cHA2JimAA4PXoEp09rmvtdPHr0iLCwMJydnQH44IMPMDU1Ze/evfpj7t27x/nz56lTp45WMUHN5sLCwlRADQsL0zqKEOLfRESo6vjx6iVra3U6qJt0lyxVdXRUn/fpo9rkyqVWqVxZvXfvntZJhXg/z5+r6rZtqlfx4iqgTnn5dx3UlBIlVN8uXdTnJ06oakpKhkV49uyZevDgQXXTpk26HSkpqnrjhlqvXDkVUJe7uamqk5OqgnoD1NagTnuZ08hIVcuXV9VevVR13jxVPXxYVWNi0j1jWq/f0dHR6tmzZ9WzZ8+qgDp79mz17Nmz6s2bN9Xo6Gh15MiR6tGjR9Xr16+r/v7+au3atdUCBQqoUVFR+jYGDBigFixYUN23b5965swZtUmTJqqbm5ualJSU7p/vbUmhJoQwLHFxqrpjh6p6ealqnjyqCupRUI1AdVEUNblnT1Xdtk1V4+LUvXv3qkePHtX0P1Eh3lVKSor658GD6u1ff1XVzp1V1dJSPQYqoBYENalkSVUdN05Vz559r6Lt0aNHqr+/v3r58mXdjqQk9czvv6uAmtvcXE1p3Fj/b+0bUD1A9f17UVahgqp6eqrqjz+q6pEjGVKUvU5ar9/+/v4qL/78/r55enqqz549U5s3b67my5dPNTU1VQsXLqx6enqqt27dStVGXFycOmTIENXe3l61tLRU27Rp88oxmU3mURNCGK7ERAgIgM2bebB5M5cfPkT/AMLaGjdjY85FRrJu0SK69u0LaN/xV4h3FhPD1kmTGPLzzzRMSGDN3zroz8yblwpNm9Lsyy8xq1YNXvN3PDk5mZCQEP766y86d+6s2xkbS9/u3VmybRsTqlXjG1NTCAoi4dkzygEVgFWALYCpKZQvD1WqQNWq8MEH4Oam2Zxwcv3WkUJNCJE1JCfD0aOweTNs2UJ8WBiewF7gEuDwwQfQvDmrFYUZW7fSr39/Pv/8c41DC5F2KSkpRN29S+7Dh2HTJh7s3IlTfDwpwBWgRKlS3Hd350zp0uSpWpVatWtDSgoxFy5gU6kSABFt2pDv0iW4coUFqspsoA8w/uVJcuXSFWEvi7IqVXRFWjp11E8Pcv3WkUJNCJH1qCqcPAmbN5OyaxdGwcH6l3oAa4CxJUrw7dCh0Lw5KaVL88uvv9KoUSPKlSsnd9xElqGqKovnz2fZ/PnYRUWxOyoKnj/nO2A00ERR2ObggHVsLDx7xgdALmApUPplG46OKG5uukmoXxZlpUvrBjsYMLl+60ihJoTI+u7dg337YM8eHv3xB/sePKASUO7Fy4H58lHlwQNsLS15cvEiRkWKABAaGoqDgwP29vaaRRfipXPnzrFmzRpcXFz44osvICICLlygYMeO3Hn6lKOVK1M7LAwePWIX8CXQGvjub20kOziQUqUKpi1a6O6YVawIGk4t8T7k+q0jhZoQIntRVQgOhj17YO9eOHiQP58/52vAEtgGUKgQ1K1Lw5MnOXj1KhvWruXjTz4BICEhASMjI0xMTDT8ECK7+/rrrzl27BhzZs+mkr09/PUXWzZsoNPSpVS3seFPc3N4+BCAz4EoYCRQ8cX71WLFeJwvH4GPHtEwb15MgoMhLo4fgTHAl9bWfOPpCZ06Qf36kAX/Psv1W0cKNSFE9hYXp1tvdM8eVD8/lKAgSE5GBaoCgUBIrlyUq10b6tZlc0oKvWbPxtPTk59//lnfTGJiIqamphp9CJEVqKrKo0ePsLCwwNraGoCTJ08yZMgQ7HPnZtesWXDxIvz1Fw0XLOBgRASrzM3p8WIJoxvAD+j+XvYG3YCBYsV0fcdcXf//17Jlwcoq9cnj4uCPP/hk2DDW37zJHNAt1wYk5s3LmvLl8Rg8mLzt24OZWcb/YaQDuX7rSKEmhMhZYmJ0/duOHIEjR3h45Aj20dH62b/HAjOAfvb2/Nquna5fT6VKOH/yCba5c+Pr60uJEiUAeP78OWZmZrolhESOERsby+nTp4mMjMTDw0O/v2WLFvyxZw/rxo6la8GCEBpK0OnTVD58mDzAI+Bl70gfIBJoAhQ2MYGSJXUFWNmy/1+UlS2b5hGXqqoS+OefFLx2jXz79sG2bfzx6BEtgQJAmI0NSps20KEDuLvDi4LSEMn1W0cKNSFEzpaSAhcu6Au3lCNH+Ov6dYyAsi8OuQ84obvIxjRvTq4qVaBSJaYfP86MZcv48ssvmTRpkr7JmzdvUqhQISngsoFt27Zx6NAh2rdvT7169UBVObNnDx+0bImjjQ33Bw6E0FC4fJlPL15keUoKs4HhL94fB+xE11/S1cYG5eUdsZdbuXJQvLhuaoyMkJTEzpkzGT9nDjXj4vj12TP9S15GRpQuXZr+gwaR95NPwMEhYzK8I7l+60ihJoQQ/3TvHhw/DufOQVAQnDvH/atXCQXq/+2wT4D1wHcuLoxq1AhKlyayYEFyf/YZuXLlIiIiAqsXj6guXbpEYmIipUqVSre1CsW7efr0KWFhYeTNmxcXFxcAwsLC6NevH1FRURzx84MbN+DqVTynTGHln38yvWxZxhkbw7VrRMXFUQUoCfwPeFliPQJymZhgWbIklCqlG1n58tdy5XSd+jUccZwYH4/pmTPg48PNjRspevMmRkA4kM/ICBo0ILJlS2y7dkV5MeBGS3L91tG0UPP29mbLli389ddfWFpaUqdOHWbOnEmZMmX0x6iqypQpU1i0aBFPnjyhZs2a/PTTT5QvX/6tziHfaCFEuoiOhvPn9YUb586RGBTE5ZgY8gDOLw4LAmoADsAdR0f9xdozMJCVZ88ydcgQvp45E3LlIjIyktmzZ1O0aFE+/fRTzT5adpCSksKjR48wMTEhT548gG4tx4kTJxIVFcWqVat0ByYm0qdnT37bsIFp3bszvm5duHuXJ9euYb92LQAxwMseYBuA44AHuseUABgZQZEiqQuxl78WLpwlOu5HPn3KxrlzubJ/PzNjY+HsWQC6AweABSVK0N7LC9q31z2G1aDAlOu3jqaFWsuWLenatSvVq1cnKSmJ8ePHExwcTEhIiP6n0JkzZzJ9+nSWL19O6dKlmTZtGgcPHuTSpUvY2Nj85znkGy2EyDApKXDzpq54u3QJLl+G0FCSQkOJuH8fl78d2gfYjG5+q04AefNyxsGBDy5dwilXLu5NnqwbjVq4MJ8vWcKx4GDGjx9P+/btAXj8+DHbt28nX758tG7dWt9ubGwsZmZm2XKgQ3R0NA8fPsTa2pp8+fIBEBkZyfz583n06BFz5szRHZiSQl8vL5asWsXUPn342t0dIiJ4cuMG9t/pJq945uaGZXg4REQwQVVZiO7x5Pi/nW85UBSoA5hZWUGJErqtePHUvxYunGU65L+1GzdI2bKFImPHcjshgcNA3RcvXS9UiJOVKtFyyBBsmzXLtPnX5PqtY1CPPh88eICjoyMHDhygQYMGqKqKi4sLw4YNY/To0QDEx8eTP39+Zs6cSf/+/f+zTflGCyE0ERWlK9xeFG9cvox66RIpoaEYR0YCEArMRjdtyJy/vbUBcAhYlzcvXcuUgXz5+DMlhZo7dlDIzo5bs2bp+hPlzUvHKVPw2bePXxcupN+AAQDcunWLfv36UaBAAZYuXapv18/Pjzt37lCrVi1KlSoF6P5PvXr1Kubm5vpBEgDPnj0jJSUFCwuLd5qqJDk5mbt37xITE0O5cuX0+/ft28epU6eoV6+ers8Xuv/727dvz7Nnzzh7+rTu7uXjxwz66isW/v47Ezt1YkrTpvD4MZF37pB74UJdxooVsXz4EB48YEJSEtPQzS32/YtzqcAkdP0LvdBNBAugGhmhuLjA3zdnZ90Iy5cFWb58mj6m1Mrz58/x27KFFrGxGO/YAXv2MC0+nglAO2CrgwN4eEC7dtCsWYYuLyXXbx2DKtSuXLlCqVKlCA4OpkKFCly7do0SJUpw5swZqlSpoj+uXbt25M6dmxUrVrzSRnx8PPEvhjoD3LlzB1dX1xz/jRZCGAhVhchIuHULwsJS//ri9yFhYVxOTqY66O/KBQNfoXukuupvzTUF/NCtxtAtd26ws+OksTE1rl2jsLk5N1u00I3ss7amk58fW65c4ecOHRjYrBlYWnLxwQNcv/oKexsbHm3cqLtTZGZGj+nTWbN7N7NGjWJEv35gYsKN27cp0bAhuSwtif7bahD9xo5l6aZNTBsxgrEDB0JyMrcuX6ZI69aYmZgQv3KlrnCNjmbg+vX8cvo0E6tUYUrJkhAdTeSDB+Q+fRqAOEXB4sVlaSwwF938YdNe/vEBA4F8L/48Xj5XiQVMbW0xy58fHB3/f/tnMebioivCZKDH24mN5efhw5m3YQNfJSXR58VghBjA3cgI9zJlGDViBKbt26f7YAQp1HQMplBTVZV27drx5MkTDh06BMDRo0epW7cud+7c0Xf4BOjXrx83b97kjz/+eKWdyZMnM2XKlFf25/RvtBAiC0lOhvBwXQF3+zY8eqSb/PQ1vyY9fEhUZCQW/P8dowfALsAYXZ+jl6aiu1M3EmjxYl8Iujt49uju8L3UBdgI/AgMfbHvBlDsxXli/3ZsX2AJMB0Y92LfU8ARyA2EAS+HT6xGV1h6AB1e7EsBtgJ2QEPABMDSkpQ8eTDKmxfs7VNv/yzG8uXTbTJII0OlJCRgdPQobN3K5jVr+OjhQ0qi+3uj9OgBq1b9VxNpIoWajsEUaoMHD2bnzp0cPnxY/w15WajdvXsXZ2dn/bF9+/YlLCyM3bt3v9KO3FETQuQ4SUnw+LGueIuJef0WG5v66+hoiI+HhATd9vffJySQGB9PQnw8pomJmCUmQmIiyeiKQAXI/7c7UpGqShxgrShYKwooCqq1NdjYoNjagq0t2Ni8+uvL7WUBlifP//9qaanRH6Z4Gw8iIvCZPx+Tc+fofesWfP21bhWEdCSFmo5BDE0ZOnQo27dv5+DBg6m+GU5OTgCEh4enKtQiIiLI/4a1y8zNzVMNfY+Kisqg1EIIYSBMTP7/7lI6MeX/p514yRhdf69/snux/V3O692Vs+RzdKTf1Kn/v8Mw7vlkS5o+pFdVlSFDhrBlyxb8/PwoVqxYqteLFSuGk5MTe/fu1e9LSEjgwIED1KlTJ7PjCiGEEOJ1cuDAi8yi6R21wYMHs3btWrZt24aNjQ3h4eEA2NnZYWlpiaIoDBs2jG+//ZZSpUpRqlQpvv32W3LlykW3bt20jC6EEEIIkeE0LdQWvhhi3ahRo1T7ly1bhpeXFwBfffUVcXFxDBo0SD/h7Z49e95qDjUhhBBCiKzMYAYTZBTpjCiEEEJkPXL91pGJZIQQQgghDJQUakIIIYQQBkoKNSGEEEIIAyWFmhBCCCGEgZJCTQghhBDCQEmhJoQQQghhoKRQE0IIIYQwUFKoCSGEEEIYKCnUhBBCCCEMlBRqQgghhBAGStO1PjNDSkoKAPfu3dM4iRBCCCHe1svr9svreE6V7Qu1+/fvA/xfe3ceE9X59QH8OyyyibgBwyKrIoqIKMHiBoOKC6YobUVEC64hsRasWk3gF1Cr8oclXaKi2IIW0NbWqm1V6gK44EJBKKICChS04FRFAVEQOO8fhvsyMIBtVeZOzyeZhPs8z33ucziBHO4G3N3de3gljDHGGPu77t27Bysrq55eRo9R+3/K3tTUhKtXr8LU1BQaGq/2Sm9tbS2GDx+O69evw9DQ8JXOrQo4PvFT9xg5PvFT9xg5vn+upaUF9+7dg6urK7S01P68UqfUvlB7nWpqamBkZITHjx+jT58+Pb2cV47jEz91j5HjEz91j5HjY/8WP0zAGGOMMaaiuFBjjDHGGFNRXKj9Czo6OoiKioKOjk5PL+W14PjET91j5PjET91j5PjYv8X3qDHGGGOMqSg+o8YYY4wxpqK4UGOMMcYYU1FcqDHGGGOMqSgu1BhjjDHGVBQXal3YunUrJBIJwsPDhTYiQnR0NMzNzaGnpwcvLy8UFBQo7NfQ0ICVK1di4MCBMDAwwNtvv407d+684dV3T1l8ISEhkEgkCp+33npLYT9Vji86OrrD+qVSqdAv9vx1F5/Y89fq7t27WLBgAQYMGAB9fX2MGjUK2dnZQr/Y89hdfGLPo42NTYf1SyQSrFixAoD489ddfGLPX1NTEyIjI2Fraws9PT3Y2dlh48aNCv9zU+w5FBViSl25coVsbGxo5MiRFBYWJrTHxMSQoaEh/fDDD5Sfn08BAQFkZmZGNTU1wpjQ0FCysLCgkydPUk5ODslkMnJxcaGmpqYeiES5zuILDg6m6dOnU2VlpfB58OCBwr6qHF9UVBQ5OTkprF8ulwv9Ys9fd/GJPX9ERA8fPiRra2sKCQmhy5cvU2lpKZ06dYpu3boljBFzHl8mPrHnUS6XK6z95MmTBIDS0tKISNz5I+o+PrHn75NPPqEBAwbQzz//TKWlpXTw4EHq3bs3ffbZZ8IYsedQTLhQU6K2tpaGDBlCJ0+eJE9PT6GQaWlpIalUSjExMcLYZ8+ekZGREcXFxRER0aNHj0hbW5sOHDggjLl79y5paGjQiRMn3mgcneksPqIXv2D8/Pw63VfV44uKiiIXFxelfeqQv67iIxJ//oiI1q1bRxMmTOi0X+x57C4+IvXIY1thYWFkb29PLS0tos+fMm3jIxJ//nx9fWnx4sUKbf7+/rRgwQIiEv/PoNjwpU8lVqxYAV9fX0yZMkWhvbS0FFVVVfDx8RHadHR04OnpiczMTABAdnY2nj9/rjDG3NwcI0aMEMb0tM7ia5Weng4TExM4ODhg2bJlkMvlQp8Y4isuLoa5uTlsbW0xb948lJSUAFCf/HUWXyux5+/o0aNwc3PDe++9BxMTE7i6uiI+Pl7oF3seu4uvldjz2KqxsRFJSUlYvHgxJBKJ6PPXXvv4Wok5fxMmTMDp06dRVFQEAMjLy8P58+cxc+ZMAOL/GRQbLtTaOXDgAHJycrB169YOfVVVVQAAU1NThXZTU1Ohr6qqCr169UK/fv06HdOTuooPAGbMmIHk5GScOXMGn376KbKysuDt7Y2GhgYAqh/f2LFjsW/fPqSmpiI+Ph5VVVUYN24cHjx4oBb56yo+QPz5A4CSkhLs3LkTQ4YMQWpqKkJDQ/Hhhx9i3759AMT/c9hdfIB65LHV4cOH8ejRI4SEhAAQf/7aax8fIP78rVu3DoGBgXB0dIS2tjZcXV0RHh6OwMBAAOqXQ1Wn1dMLUCUVFRUICwvDr7/+Cl1d3U7Htf2rCXhxU2X7tvZeZszr9jLxBQQECF+PGDECbm5usLa2xi+//AJ/f/9O51aF+IAXvyBbOTs7w8PDA/b29ti7d69wM69Y8wd0Hd9HH30k+vwBQEtLC9zc3LBlyxYAgKurKwoKCrBz5068//77wjix5vFl4lOHPLb66quvMGPGDJibmyu0izV/7SmLT+z5+/bbb5GUlISUlBQ4OTkhNzcX4eHhMDc3R3BwsDBOXXKo6viMWhvZ2dmQy+UYM2YMtLS0oKWlhYyMDHzxxRfQ0tIS/npo/9eAXC4X+qRSKRobG1FdXd3pmJ7SXXzNzc0d9jEzM4O1tTWKi4sBqHZ8yhgYGMDZ2RnFxcXC05FizZ8ybeNTRoz5MzMzw/DhwxXahg0bhvLycgAQfR67i6+zfcSWRwD4448/cOrUKSxdulRoE3v+2lIWnzJiy9/atWuxfv16zJs3D87Ozli4cCFWrVolXIlRpxyKARdqbUyePBn5+fnIzc0VPm5ubggKCkJubi7s7OwglUpx8uRJYZ/GxkZkZGRg3LhxAIAxY8ZAW1tbYUxlZSWuXbsmjOkp3cWnqanZYZ8HDx6goqICZmZmAFQ7PmUaGhpw48YNmJmZwdbWVtT5U6ZtfMqIMX/jx49HYWGhQltRURGsra0BQPR57C4+ZcSYRwBISEiAiYkJfH19hTax568tZfEpI7b81dfXQ0NDsTzQ1NQUXs+hTjkUhZ54gkFM2j8VGRMTQ0ZGRnTo0CHKz8+nwMBApY8kW1pa0qlTpygnJ4e8vb1V9pHktvHV1tbS6tWrKTMzk0pLSyktLY08PDzIwsJCNPGtXr2a0tPTqaSkhC5dukSzZs0iQ0NDKisrIyLx56+r+NQhf0QvXh2jpaVFmzdvpuLiYkpOTiZ9fX1KSkoSxog5j93Fpy55bG5uJisrK1q3bl2HPjHnr1Vn8alD/oKDg8nCwkJ4PcehQ4do4MCB9PHHHwtj1CGHYsGFWjfaF2otLS0UFRVFUqmUdHR0aNKkSZSfn6+wz9OnT+mDDz6g/v37k56eHs2aNYvKy8vf8MpfTtv46uvrycfHh4yNjUlbW5usrKwoODi4w9pVOb7Wd/loa2uTubk5+fv7U0FBgdAv9vx1FZ865K/VTz/9RCNGjCAdHR1ydHSk3bt3K/SLPY9dxacueUxNTSUAVFhY2KFP7Pkj6jw+dchfTU0NhYWFkZWVFenq6pKdnR1FRERQQ0ODMEYdcigWEiKinj6rxxhjjDHGOuJ71BhjjDHGVBQXaowxxhhjKooLNcYYY4wxFcWFGmOMMcaYiuJCjTHGGGNMRXGhxhhjjDGmorhQY4wxxhhTUVyoMcYYY4ypKC7UGGNvTHR0NEaNGtXTyxBIJBIcPnz4b+9XWFgIqVSK2traV7+oNuRyOYyNjXH37t3XehzGmOriQo0xNRMXFwdDQ0M0NTUJbXV1ddDW1sbEiRMVxp47dw4SiQRFRUVveplv1KsuECMiIrBixQoYGhq+sjmVMTExwcKFCxEVFfVaj8MYU11cqDGmZmQyGerq6vDbb78JbefOnYNUKkVWVhbq6+uF9vT0dJibm8PBwaEnlipKd+7cwdGjR7Fo0aI3crxFixYhOTkZ1dXVb+R4jDHVwoUaY2pm6NChMDc3R3p6utCWnp4OPz8/2NvbIzMzU6FdJpMBAJKSkuDm5gZDQ0NIpVLMnz8fcrkcANDS0gJLS0vExcUpHCsnJwcSiQQlJSUAgMePH2P58uUwMTFBnz594O3tjby8vC7Xm5CQgGHDhkFXVxeOjo7YsWOH0FdWVgaJRIJDhw5BJpNBX18fLi4uuHjxosIc8fHxGDRoEPT19TFnzhzExsaib9++AIDExERs2LABeXl5kEgkkEgkSExMFPa9f/8+5syZA319fQwZMgRHjx7tcr3fffcdXFxcYGlpKbQlJiaib9++SE1NxbBhw9C7d29Mnz4dlZWVwpiQkBDMnj0bW7ZsgampKfr27YsNGzagqakJa9euRf/+/WFpaYmvv/5a4XjOzs6QSqX48ccfu1wXY0w9caHGmBry8vJCWlqasJ2WlgYvLy94enoK7Y2Njbh48aJQqDU2NmLTpk3Iy8vD4cOHUVpaipCQEACAhoYG5s2bh+TkZIXjpKSkwMPDA3Z2diAi+Pr6oqqqCseOHUN2djZGjx6NyZMn4+HDh0rXGR8fj4iICGzevBk3btzAli1b8L///Q979+5VGBcREYE1a9YgNzcXDg4OCAwMFC7tXrhwAaGhoQgLC0Nubi6mTp2KzZs3C/sGBARg9erVcHJyQmVlJSorKxEQECD0b9iwAXPnzsXvv/+OmTNnIigoqNP1AsDZs2fh5ubWob2+vh7btm3DN998g7Nnz6K8vBxr1qxRGHPmzBn8+eefOHv2LGJjYxEdHY1Zs2ahX79+uHz5MkJDQxEaGoqKigqF/dzd3XHu3LlO18QYU2PEGFM7u3fvJgMDA3r+/DnV1NSQlpYW3bt3jw4cOEDjxo0jIqKMjAwCQLdv31Y6x5UrVwgA1dbWEhFRTk4OSSQSKisrIyKi5uZmsrCwoO3btxMR0enTp6lPnz707NkzhXns7e1p165dREQUFRVFLi4uQt+gQYMoJSVFYfymTZvIw8ODiIhKS0sJAO3Zs0foLygoIAB048YNIiIKCAggX19fhTmCgoLIyMhI2G5/3FYAKDIyUtiuq6sjiURCx48fV/o9ISJycXGhjRs3KrQlJCQQALp165bQtn37djI1NRW2g4ODydrampqbm4W2oUOH0sSJE4XtpqYmMjAwoP379yvMv2rVKvLy8up0TYwx9cVn1BhTQzKZDE+ePEFWVhbOnTsHBwcHmJiYwNPTE1lZWXjy5AnS09NhZWUFOzs7AMDVq1fh5+cHa2trGBoawsvLCwBQXl4OAHB1dYWjoyP2798PAMjIyIBcLsfcuXMBANnZ2airq8OAAQPQu3dv4VNaWorbt293WONff/2FiooKLFmyRGH8J5980mH8yJEjha/NzMwAQLgsW1hYCHd3d4Xx7be70nZuAwMDGBoaCnMr8/TpU+jq6nZo19fXh729vcI628/j5OQEDY3//7VramoKZ2dnYVtTUxMDBgzosJ+enp7CvYWMsf8OrZ5eAGPs1Rs8eDAsLS2RlpaG6upqeHp6AgCkUilsbW1x4cIFpKWlwdvbGwDw5MkT+Pj4wMfHB0lJSTA2NkZ5eTmmTZuGxsZGYd6goCCkpKRg/fr1SElJwbRp0zBw4EAAL+5jMzMzU7g3rlXr/WJttbS0AHhx+XPs2LEKfZqamgrb2trawtcSiURhfyIS2loRUbffI2Vzt87fOrcyAwcOVHpjv7J52q9D2ZiXOf7Dhw9hbGzceRCMMbXFhRpjakomkyE9PR3V1dVYu3at0O7p6YnU1FRcunRJeHLx5s2buH//PmJiYjBo0CAAUHhqtNX8+fMRGRmJ7OxsfP/999i5c6fQN3r0aFRVVUFLSws2Njbdrs/U1BQWFhYoKSlBUFDQP47T0dERV65cUWhrv/ZevXqhubn5Hx+jLVdXV1y/fv2VzPWyrl27JpzhZIz9t/ClT8bUlEwmw/nz55GbmyucUQNeFGrx8fF49uyZ8CCBlZUVevXqhS+//BIlJSU4evQoNm3a1GFOW1tbjBs3DkuWLEFTUxP8/PyEvilTpsDDwwOzZ89GamoqysrKkJmZicjISKVFH/Di/WZbt27F559/jqKiIuTn5yMhIQGxsbEvHefKlStx7NgxxMbGori4GLt27cLx48cVzrLZ2NigtLQUubm5uH//PhoaGl56/vamTZuGixcvvrLCrzv19fXIzs6Gj4/PGzkeY0y1cKHGmJqSyWR4+vQpBg8eDFNTU6Hd09MTtbW1sLe3F86eGRsbIzExEQcPHsTw4cMRExODbdu2KZ03KCgIeXl58Pf3h56entAukUhw7NgxTJo0CYsXL4aDgwPmzZuHsrIyheO3tXTpUuzZsweJiYlwdnaGp6cnEhMTYWtr+9Jxjh8/HnFxcYiNjYWLiwtOnDiBVatWKdxH9s4772D69OmQyWQwNjYW7rP7J2bOnAltbW2cOnXqH8/xdxw5cgRWVlYdXlbMGPtvkNDfuZmDMcZEYNmyZbh58+Zre6XFjh07cOTIEaSmpr6W+dtyd3dHeHg45s+f/9qPxRhTPXyPGmNM9LZt24apU6fCwMAAx48fx969exVenPuqLV++HNXV1aitrX2t/0ZKLpfj3XffRWBg4Gs7BmNMtfEZNcaY6M2dOxfp6emora2FnZ0dVq5cidDQ0J5eFmOM/WtcqDHGGGOMqSh+mIAxxhhjTEVxocYYY4wxpqK4UGOMMcYYU1FcqDHGGGOMqSgu1BhjjDHGVBQXaowxxhhjKooLNcYYY4wxFcWFGmOMMcaYivo/0J8Hc/EXuJkAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -701,7 +691,6 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -711,12 +700,12 @@ }, { "cell_type": "code", - "execution_count": 211, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -767,22 +756,21 @@ { "cell_type": "markdown", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ "# Test 12\n", - "Test residuals against October 2024 implimentation" + "Test residuals against October 2024 implementation" ] }, { "cell_type": "code", - "execution_count": 218, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -792,9 +780,9 @@ } ], "source": [ - "fig, [[axp, axd], [axpR, axdR]] = plt.subplots(2,2, sharex=True)\n", + "fig, [[axp, axd], [axpR, axdR]] = plt.subplots(2, 2, sharex=True)\n", "\n", - "wavelength = np.linspace(400,900,100)\n", + "wavelength = np.linspace(400, 900, 100)\n", "aoi = 70\n", "\n", "si = load_material(\"silicon\")\n", @@ -805,23 +793,24 @@ "polymer_layer_1 = polymer(55)\n", "polymer_layer_2 = polymer(45)\n", "\n", - "struc_1 = solvent() | polymer_layer_1 | sio2(20) | si()\n", - "struc_2 = solvent() | polymer_layer_2 | sio2(20) | si()\n", + "struc_1 = solvent() | polymer_layer_1 | sio2(20) | si()\n", + "struc_2 = solvent() | polymer_layer_2 | sio2(20) | si()\n", "\n", "model_1 = ReflectModelSE(struc_1)\n", "model_2 = ReflectModelSE(struc_2)\n", "\n", "psi_1, delta_1 = model_1(np.c_[wavelength, np.ones_like(wavelength) * aoi])\n", "psi_2, delta_2 = model_2(np.c_[wavelength, np.ones_like(wavelength) * aoi])\n", - "faux_data = DataSE([wavelength, np.ones_like(wavelength)*aoi, psi_1, delta_1])\n", + "faux_data = DataSE([wavelength, np.ones_like(wavelength) * aoi, psi_1, delta_1])\n", "\n", "obj = ObjectiveSE(model=model_2, data=faux_data)\n", "res = obj.residuals()\n", - "obj_psi_res = res[:int(len(res)/2)]\n", - "obj_delta_res = res[int(len(res)/2):]\n", + "obj_psi_res = res[: int(len(res) / 2)]\n", + "obj_delta_res = res[int(len(res) / 2) :]\n", "\n", - "test_psi_res = psi_2-psi_1\n", - "test_delta_res = (delta_2 - delta_1 + 180) % 360 - 180\n", + "test_psi_res = psi_2 - psi_1\n", + "# test_delta_res = (delta_2 - delta_1 + 180) % 360 - 180\n", + "test_delta_res = circular_distance(delta_2, delta_1)\n", "\n", "assert_allclose(test_psi_res, obj_psi_res, rtol=0.002)\n", "assert_allclose(test_delta_res, obj_delta_res, rtol=0.003)\n", @@ -832,22 +821,20 @@ "axp.scatter(wavelength, psi_1, color=\"k\")\n", "axp.plot(wavelength, psi_2, color=\"r\")\n", "\n", - "axdR.plot(wavelength, test_delta_res, label='test')\n", - "\n", - "axdR.plot(wavelength, obj_delta_res, label='objectiveSE.residuals()', color='r')\n", + "axdR.plot(wavelength, test_delta_res, label=\"test\")\n", + "axdR.plot(wavelength, obj_delta_res, label=\"objectiveSE.residuals()\", color=\"r\")\n", "\n", "\n", - "axpR.plot(wavelength, test_psi_res, label='test')\n", - "axpR.plot(wavelength, obj_psi_res, label='objectiveSE.residuals()', color='r')\n", + "axpR.plot(wavelength, test_psi_res, label=\"test\")\n", + "axpR.plot(wavelength, obj_psi_res, label=\"objectiveSE.residuals()\", color=\"r\")\n", "\n", - "axd.set(ylabel='Delta, ˚')\n", - "axp.set(ylabel='Psi, ˚')\n", - "axdR.set(ylabel='Delta residual, ˚', xlabel='wavelength, nm')\n", - "axpR.set(ylabel='Psi residual, ˚', xlabel='wavelength, nm')\n", + "axd.set(ylabel=\"Delta, ˚\")\n", + "axp.set(ylabel=\"Psi, ˚\")\n", + "axdR.set(ylabel=\"Delta residual, ˚\", xlabel=\"wavelength, nm\")\n", + "axpR.set(ylabel=\"Psi residual, ˚\", xlabel=\"wavelength, nm\")\n", "\n", "axdR.legend()\n", - "fig.tight_layout()\n", - "\n" + "fig.tight_layout()" ] }, { @@ -860,7 +847,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -869,7 +856,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -878,47 +865,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "test_dataSE.test_M2000_loader()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -937,7 +889,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.12.6" } }, "nbformat": 4, From a534f473296d4ac51b141ecd15d2f3d1146baeeb Mon Sep 17 00:00:00 2001 From: Andrew Nelson Date: Wed, 8 Oct 2025 15:33:02 +1100 Subject: [PATCH 3/4] MAINT: possibly_open_file --- refellips/dataSE.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/refellips/dataSE.py b/refellips/dataSE.py index 10b821e..b14153e 100644 --- a/refellips/dataSE.py +++ b/refellips/dataSE.py @@ -584,7 +584,7 @@ def open_M2000file(fname, take_every=1, dropdatapoints=1): mode = None metadata = {} - with open(fname, mode="r") as file: + with possibly_open_file(fname, mode="r") as file: file.readline() # Skip the blank first line firstline = file.readline()[:-1] secondline = file.readline()[:-1] @@ -624,7 +624,7 @@ def open_M2000file(fname, take_every=1, dropdatapoints=1): def _open_M2000file_standard(fname, dropdatapoints=1, metadata={}, skiplines=3): data = [] - with open(fname, mode="r") as file: + with possibly_open_file(fname, mode="r") as file: for i in range(skiplines): file.readline() @@ -727,7 +727,7 @@ def open_FilmSenseFile(fname): Metadata contained within the file is stored in DataSE.metadata. """ - with open(fname, "r") as f: + with possibly_open_file(fname, "r") as f: header = f.readline() if header == "Film_Sense_Data\n": return _open_FilmSenseFile_standard(f) From 8b1cd29b2b0a6703e64f26c8a194381518c41ed9 Mon Sep 17 00:00:00 2001 From: Andrew Nelson Date: Wed, 8 Oct 2025 15:34:09 +1100 Subject: [PATCH 4/4] MAINT: possibly_open_file --- refellips/dataSE.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/refellips/dataSE.py b/refellips/dataSE.py index b14153e..50f3ba8 100644 --- a/refellips/dataSE.py +++ b/refellips/dataSE.py @@ -251,7 +251,7 @@ def refresh(self): """ if self.filename is not None: - with open(self.filename) as f: + with possibly_open_file(self.filename) as f: self.load(f) @@ -497,7 +497,7 @@ def open_HORIBAfile( linenodict = {} MDingest = False - with open(fname, "r") as f: + with possibly_open_file(fname, "r") as f: lines = f.readlines() for i, line in enumerate(lines):