diff --git a/tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb b/tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb index 4bc478eb8..6696aea61 100644 --- a/tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb @@ -46,20 +46,20 @@ "id": "IFva_Ed5N4ru" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/clustering/clustering_comprehensive_guide\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb b/tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb index 7ce967ff0..4939618a6 100755 --- a/tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb @@ -46,20 +46,20 @@ "id": "kW3os956SGPD" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/clustering/clustering_example\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb b/tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb index a754a2836..6c6ad6998 100644 --- a/tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb @@ -37,20 +37,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/combine/cqat_example\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb b/tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb index af269f9e4..ab75c2bab 100755 --- a/tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb @@ -37,20 +37,20 @@ "id": "J63wSeDoZZwd" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/combine/pcqat_example\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb b/tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb index a5ee8c45a..ea6744b5e 100755 --- a/tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb @@ -37,20 +37,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/combine/pqat_example\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb b/tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb index 46a9d50fc..d8d02b8fc 100644 --- a/tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb @@ -46,20 +46,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/combine/sparse_clustering_example\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb b/tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb index 0b91512ff..d97ec4254 100644 --- a/tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb @@ -46,20 +46,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/pruning/comprehensive_guide\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { @@ -487,7 +487,7 @@ "id": "6kcuGmf5MSnJ" }, "source": [ - "For non-Colab users, you can see [the results of a previous run](https://tensorboard.dev/experiment/XiNXEBjHQ3Oabc6jRLKiXQ/#scalars\u0026_smoothingWeight=0) of this code block on [TensorBoard.dev](https://tensorboard.dev/)." + "For non-Colab users, you can see [the results of a previous run](https://tensorboard.dev/experiment/XiNXEBjHQ3Oabc6jRLKiXQ/#scalars&_smoothingWeight=0) of this code block on [TensorBoard.dev](https://tensorboard.dev/)." ] }, { @@ -562,7 +562,7 @@ "id": "vh4lJt4zMh1v" }, "source": [ - "For non-Colab users, you can see [the results of a previous run](https://tensorboard.dev/experiment/jDeGzF3xQeSyb7Qir1ZcBQ/#scalars\u0026_smoothingWeight=0) of this code block on [TensorBoard.dev](https://tensorboard.dev/)." + "For non-Colab users, you can see [the results of a previous run](https://tensorboard.dev/experiment/jDeGzF3xQeSyb7Qir1ZcBQ/#scalars&_smoothingWeight=0) of this code block on [TensorBoard.dev](https://tensorboard.dev/)." ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb b/tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb index fcb5640f6..a95291457 100644 --- a/tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb @@ -46,20 +46,20 @@ "id": "RX1fje9OJ4Ni" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/pruning/pruning_for_on_device_inference\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { @@ -159,7 +159,7 @@ "\n", "# Normalize the input image so that each pixel value is between 0 and 1.\n", "def normalize_img(image, label):\n", - " \"\"\"Normalizes images: `uint8` -\u003e `float32`.\"\"\"\n", + " \"\"\"Normalizes images: `uint8` -> `float32`.\"\"\"\n", " return tf.image.convert_image_dtype(image, tf.float32), label\n", "\n", "# Load the data in batches of 128 images.\n", diff --git a/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb b/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb index 47a31876b..557d85a36 100644 --- a/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb @@ -46,20 +46,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/pruning/pruning_with_keras\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { @@ -363,7 +363,7 @@ "id": "d1UFCxxSIIf5" }, "source": [ - "For non-Colab users, you can see [the results of a previous run](https://tensorboard.dev/experiment/sRQnrycaTMWQOaswXzClYA/#scalars\u0026_smoothingWeight=0) of this code block on [TensorBoard.dev](https://tensorboard.dev/)." + "For non-Colab users, you can see [the results of a previous run](https://tensorboard.dev/experiment/sRQnrycaTMWQOaswXzClYA/#scalars&_smoothingWeight=0) of this code block on [TensorBoard.dev](https://tensorboard.dev/)." ] }, { diff --git a/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb b/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb index 962d0baad..866fad1f1 100644 --- a/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb @@ -52,20 +52,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/pruning/pruning_with_sparsity_2_by_4\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { @@ -531,7 +531,7 @@ "\n", "val_ones = np.ones([height, width])\n", "val_zeros = np.zeros([height, width])\n", - "subset_values_to_display = np.where(abs(subset_values_to_display) \u003e 0, val_ones, val_zeros)" + "subset_values_to_display = np.where(abs(subset_values_to_display) > 0, val_ones, val_zeros)" ] }, { @@ -665,7 +665,7 @@ "\n", "val_ones = np.ones([height, width])\n", "val_zeros = np.zeros([height, width])\n", - "subset_values_to_display = np.where(abs(weights_to_display) \u003e 1e-9, val_ones, val_zeros)\n", + "subset_values_to_display = np.where(abs(weights_to_display) > 1e-9, val_ones, val_zeros)\n", "\n", "plot_separation_lines(height, width)\n", "\n", @@ -725,7 +725,7 @@ "\n", "val_ones = np.ones([height, width])\n", "val_zeros = np.zeros([height, width])\n", - "subset_values_to_display = np.where(abs(weights_to_display) \u003e 0, val_ones, val_zeros)\n", + "subset_values_to_display = np.where(abs(weights_to_display) > 0, val_ones, val_zeros)\n", "\n", "plot_separation_lines(height, width)\n", "\n", diff --git a/tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb b/tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb index da383bc41..0e80af17f 100644 --- a/tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb @@ -46,20 +46,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/quantization/training_comprehensive_guide\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, { @@ -121,7 +121,7 @@ "import tensorflow as tf\n", "import numpy as np\n", "import tensorflow_model_optimization as tfmot\n", - "import tf_keras as keras\n", + "import tf_keras as keras\n", "\n", "import tempfile\n", "\n", diff --git a/tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb b/tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb index 4b5bae1b6..fc81cae6f 100644 --- a/tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb +++ b/tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb @@ -46,20 +46,20 @@ "id": "MfBg1C5NB3X0" }, "source": [ - "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/model_optimization/guide/quantization/training_example\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-optimization/blob/master/tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", - " \u003c/td\u003e\n", - " \u003ctd\u003e\n", - " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-optimization/tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", - " \u003c/td\u003e\n", - "\u003c/table\u003e" + "\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " View on TensorFlow.org\n", + " \n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + " \n", + " Download notebook\n", + "
" ] }, {