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Updates tutorials to use TF 2.0 release version.
PiperOrigin-RevId: 273627173
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‎g3doc/tutorials/adversarial_keras_cnn_mnist.ipynb‎

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"id": "wfqlePz0g6o5"
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},
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"source": [
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"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://www.tensorflow.org/neural_structured_learning/tutorials/adversarial_keras_cnn_mnist\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/adversarial_keras_cnn_mnist.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://github.com/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/adversarial_keras_cnn_mnist.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
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" </td>\n",
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"</table>"
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"\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
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" \u003ctd\u003e\n",
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" \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/neural_structured_learning/tutorials/adversarial_keras_cnn_mnist\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
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" \u003c/td\u003e\n",
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" \u003ctd\u003e\n",
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" \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/adversarial_keras_cnn_mnist.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
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" \u003c/td\u003e\n",
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" \u003ctd\u003e\n",
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" \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/adversarial_keras_cnn_mnist.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
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" \u003c/td\u003e\n",
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"\u003c/table\u003e"
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]
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},
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{
@@ -115,7 +115,7 @@
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"id": "m58k8nv3YVdf"
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},
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"source": [
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"Install Tensorflow 2.0 to create an interactive developing environment with\n",
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"Select TensorFlow 2.x to create an interactive development environment with\n",
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"eager execution."
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]
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},
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},
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"outputs": [],
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"source": [
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"!pip install tensorflow-gpu==2.0.0-rc0"
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"try:\n",
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" # %tensorflow_version only exists in Colab.\n",
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" %tensorflow_version 2.x\n",
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"except Exception:\n",
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" !pip install --quiet tensorflow-gpu>=2.0.0"
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]
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},
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{
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" x = tf.keras.layers.Conv2D(\n",
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" num_filters, hparams.kernel_size, activation='relu')(\n",
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" x)\n",
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" if i < len(hparams.conv_filters) - 1:\n",
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" if i \u003c len(hparams.conv_filters) - 1:\n",
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" # max pooling between convolutional layers\n",
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" x = tf.keras.layers.MaxPooling2D(hparams.pool_size)(x)\n",
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" x = tf.keras.layers.Flatten()(x)\n",
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"timestamp": 1566174674305
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}
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],
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"toc_visible": true,
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"version": "0.3.2"
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"toc_visible": true
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},
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.3"
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"display_name": "Python 2",
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"name": "python2"
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}
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},
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"nbformat": 4,

‎g3doc/tutorials/graph_keras_lstm_imdb.ipynb‎

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"source": [
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"## Requirements\n",
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"\n",
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"1. Install TensorFlow 2.x to create an interactive developing environment with eager execution.\n",
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"2. Install the Neural Structured Learning package.\n",
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"3. Install tensorflow-hub."
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"1. Select TensorFlow 2.x to create an interactive development environment with eager execution.\n",
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"2. Install the Neural Structured Learning package.\n",
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"3. Install tensorflow-hub."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 0,
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"metadata": {
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"colab": {},
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"colab_type": "code",
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"id": "yDUe7gk_ztZ-"
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},
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"outputs": [],
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"source": [
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"try:\n",
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" # %tensorflow_version only exists in Colab.\n",
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" %tensorflow_version 2.x\n",
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"except Exception:\n",
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" !pip install tensorflow-gpu>=2.0.0"
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]
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},
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{
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},
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"outputs": [],
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"source": [
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"!pip install --quiet tensorflow-gpu==2.0.0-rc0\n",
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"!pip install --quiet neural-structured-learning\n",
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"!pip install --quiet tensorflow-hub"
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]
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"timestamp": 1566436775546
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}
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],
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"toc_visible": true,
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"version": "0.3.2"
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"toc_visible": true
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},
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"kernelspec": {
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"display_name": "Python 3",

‎g3doc/tutorials/graph_keras_mlp_cora.ipynb‎

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"id": "pL9fF9FWI-Q1"
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},
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"source": [
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"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://www.tensorflow.org/neural_structured_learning/tutorials/graph_keras_mlp_cora\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/graph_keras_mlp_cora.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://github.com/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/graph_keras_mlp_cora.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
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" </td>\n",
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"</table>"
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"\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
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" \u003ctd\u003e\n",
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" \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/neural_structured_learning/tutorials/graph_keras_mlp_cora\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
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" \u003c/td\u003e\n",
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" \u003ctd\u003e\n",
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" \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/graph_keras_mlp_cora.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
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" \u003c/td\u003e\n",
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" \u003ctd\u003e\n",
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" \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/neural-structured-learning/blob/master/g3doc/tutorials/graph_keras_mlp_cora.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
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" \u003c/td\u003e\n",
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"\u003c/table\u003e"
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]
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},
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{
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"id": "hgSLDi0SyBuO"
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},
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"source": [
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"1. Install TensorFlow 2.x to create an interactive developing environment with eager execution.\n",
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"1. Select TensorFlow 2.x to create an interactive development environment with eager execution.\n",
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"2. Install the Neural Structured Learning package."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 0,
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"metadata": {
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"colab": {},
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"colab_type": "code",
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"id": "gh6K6Onyy5bd"
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},
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"outputs": [],
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"source": [
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"try:\n",
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" # %tensorflow_version only exists in Colab.\n",
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" %tensorflow_version 2.x\n",
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"except Exception:\n",
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" !pip install tensorflow-gpu>=2.0.0"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 0,
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},
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"outputs": [],
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"source": [
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"!pip install --quiet tensorflow-gpu==2.0.0-rc0\n",
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"!pip install --quiet neural-structured-learning"
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]
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},
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"timestamp": 1560299386497
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}
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],
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"toc_visible": true,
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"version": "0.3.2"
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"toc_visible": true
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},
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"kernelspec": {
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"display_name": "Python 3",

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