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Commit 71ccd060 authored by Mark Daoust's avatar Mark Daoust
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Replace string activation with TensoFlow activations.

parent e06cea86
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Showing with 32 additions and 175 deletions
samples/core/get_started/custom_training_walkthrough.ipynb
View file @ 71ccd060
...@@ -5,8 +5,6 @@ ...@@ -5,8 +5,6 @@
"colab": { "colab": {
"name": "custom-training-walkthrough.ipynb", "name": "custom-training-walkthrough.ipynb",
"version": "0.3.2", "version": "0.3.2",
"views": {},
"default_view": {},
"provenance": [], "provenance": [],
"private_outputs": true, "private_outputs": true,
"collapsed_sections": [], "collapsed_sections": [],
...@@ -34,13 +32,7 @@ ...@@ -34,13 +32,7 @@
"metadata": { "metadata": {
"id": "CPII1rGR2rF9", "id": "CPII1rGR2rF9",
"colab_type": "code", "colab_type": "code",
"colab": { "colab": {}
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"source": [ "source": [
...@@ -70,10 +62,10 @@ ...@@ -70,10 +62,10 @@
"\n", "\n",
"\n", "\n",
"<table align=\"left\"><td>\n", "<table align=\"left\"><td>\n",
"<a target=\"_blank\" href=\"https://colab.sandbox.google.com/github/tensorflow/models/blob/master/samples/core/get_started/eager.ipynb\">\n", "<a target=\"_blank\" href=\"https://colab.sandbox.google.com/github/tensorflow/models/blob/master/samples/core/get_started/custom_training_walkthrough.ipynb\">\n",
" <img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a> \n", " <img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a> \n",
"</td><td>\n", "</td><td>\n",
"<a target=\"_blank\" href=\"https://github.com/tensorflow/models/blob/master/samples/core/get_started/eager.ipynb\"><img width=32px src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on Github</a></td></table>\n", "<a target=\"_blank\" href=\"https://github.com/tensorflow/models/blob/master/samples/core/get_started/custom_training_walkthrough.ipynb\"><img width=32px src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on Github</a></td></table>\n",
"\n" "\n"
] ]
}, },
...@@ -145,12 +137,7 @@ ...@@ -145,12 +137,7 @@
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...@@ -177,12 +164,7 @@ ...@@ -177,12 +164,7 @@
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...@@ -252,12 +234,7 @@ ...@@ -252,12 +234,7 @@
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...@@ -287,12 +264,7 @@ ...@@ -287,12 +264,7 @@
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...@@ -323,12 +295,7 @@ ...@@ -323,12 +295,7 @@
"metadata": { "metadata": {
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...@@ -364,12 +331,7 @@ ...@@ -364,12 +331,7 @@
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...@@ -397,12 +359,7 @@ ...@@ -397,12 +359,7 @@
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...@@ -434,12 +391,7 @@ ...@@ -434,12 +391,7 @@
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...@@ -466,12 +418,7 @@ ...@@ -466,12 +418,7 @@
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...@@ -502,12 +449,7 @@ ...@@ -502,12 +449,7 @@
"metadata": { "metadata": {
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...@@ -533,12 +475,7 @@ ...@@ -533,12 +475,7 @@
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...@@ -561,12 +498,7 @@ ...@@ -561,12 +498,7 @@
"metadata": { "metadata": {
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...@@ -627,18 +559,13 @@ ...@@ -627,18 +559,13 @@
"metadata": { "metadata": {
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"source": [ "source": [
"model = tf.keras.Sequential([\n", "model = tf.keras.Sequential([\n",
" tf.keras.layers.Dense(10, activation=\"relu\", input_shape=(4,)), # input shape required\n", " tf.keras.layers.Dense(10, activation=tf.nn.relu, input_shape=(4,)), # input shape required\n",
" tf.keras.layers.Dense(10, activation=\"relu\"),\n", " tf.keras.layers.Dense(10, activation=tf.nn.relu),\n",
" tf.keras.layers.Dense(3)\n", " tf.keras.layers.Dense(3)\n",
"])" "])"
], ],
...@@ -673,12 +600,7 @@ ...@@ -673,12 +600,7 @@
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...@@ -704,12 +626,7 @@ ...@@ -704,12 +626,7 @@
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...@@ -732,12 +649,7 @@ ...@@ -732,12 +649,7 @@
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...@@ -779,12 +691,7 @@ ...@@ -779,12 +691,7 @@
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...@@ -813,12 +720,7 @@ ...@@ -813,12 +720,7 @@
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...@@ -868,12 +770,7 @@ ...@@ -868,12 +770,7 @@
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...@@ -898,12 +795,7 @@ ...@@ -898,12 +795,7 @@
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...@@ -945,12 +837,7 @@ ...@@ -945,12 +837,7 @@
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...@@ -1016,12 +903,7 @@ ...@@ -1016,12 +903,7 @@
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...@@ -1101,12 +983,7 @@ ...@@ -1101,12 +983,7 @@
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...@@ -1122,12 +999,7 @@ ...@@ -1122,12 +999,7 @@
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...@@ -1160,12 +1032,7 @@ ...@@ -1160,12 +1032,7 @@
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...@@ -1195,12 +1062,7 @@ ...@@ -1195,12 +1062,7 @@
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...@@ -1231,12 +1093,7 @@ ...@@ -1231,12 +1093,7 @@
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......
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