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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 @@
"colab": {
"name": "custom-training-walkthrough.ipynb",
"version": "0.3.2",
"views": {},
"default_view": {},
"provenance": [],
"private_outputs": true,
"collapsed_sections": [],
......@@ -34,13 +32,7 @@
"metadata": {
"id": "CPII1rGR2rF9",
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"source": [
......@@ -70,10 +62,10 @@
"\n",
"\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",
"</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"
]
},
......@@ -145,12 +137,7 @@
"metadata": {
"id": "jBmKxLVy9Uhg",
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......@@ -177,12 +164,7 @@
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"colab": {
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......@@ -252,12 +234,7 @@
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......@@ -287,12 +264,7 @@
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......@@ -323,12 +295,7 @@
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"source": [
......@@ -364,12 +331,7 @@
"metadata": {
"id": "sVNlJlUOhkoX",
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"colab": {
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......@@ -397,12 +359,7 @@
"metadata": {
"id": "WsxHnz1ebJ2S",
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"colab": {
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......@@ -434,12 +391,7 @@
"metadata": {
"id": "iDuG94H-C122",
"colab_type": "code",
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......@@ -466,12 +418,7 @@
"metadata": {
"id": "me5Wn-9FcyyO",
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......@@ -502,12 +449,7 @@
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......@@ -533,12 +475,7 @@
"metadata": {
"id": "ZbDkzGZIkpXf",
"colab_type": "code",
"colab": {
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"startup": false,
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......@@ -561,12 +498,7 @@
"metadata": {
"id": "kex9ibEek6Tr",
"colab_type": "code",
"colab": {
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......@@ -627,18 +559,13 @@
"metadata": {
"id": "2fZ6oL2ig3ZK",
"colab_type": "code",
"colab": {
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"colab": {}
},
"cell_type": "code",
"source": [
"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=\"relu\"),\n",
" tf.keras.layers.Dense(10, activation=tf.nn.relu, input_shape=(4,)), # input shape required\n",
" tf.keras.layers.Dense(10, activation=tf.nn.relu),\n",
" tf.keras.layers.Dense(3)\n",
"])"
],
......@@ -673,12 +600,7 @@
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......@@ -704,12 +626,7 @@
"metadata": {
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......@@ -732,12 +649,7 @@
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......@@ -779,12 +691,7 @@
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......@@ -813,12 +720,7 @@
"metadata": {
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......@@ -868,12 +770,7 @@
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......@@ -898,12 +795,7 @@
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......@@ -945,12 +837,7 @@
"metadata": {
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......@@ -1016,12 +903,7 @@
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......@@ -1101,12 +983,7 @@
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......@@ -1122,12 +999,7 @@
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......@@ -1160,12 +1032,7 @@
"metadata": {
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......@@ -1195,12 +1062,7 @@
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......@@ -1231,12 +1093,7 @@
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......
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