Path Lines of Code CONTRIBUTING.md 51 CONTRIBUTING_TECHNIQUE.md 60 MAINTAINING.md 29 OFFICIAL_MODELS.md 48 README.md 47 RELEASE.md 105 ci/kokoro/README.md 11 community/rfcs/README.md 4 community/rfcs/techniques/design/20200507-weight-clustering-design.md 187 community/rfcs/techniques/proposals/20200507-weight-clustering-proposal.md 101 tensorflow_model_optimization/g3doc/guide/clustering/clustering_comprehensive_guide.ipynb 478 tensorflow_model_optimization/g3doc/guide/clustering/clustering_example.ipynb 599 tensorflow_model_optimization/g3doc/guide/clustering/index.md 129 tensorflow_model_optimization/g3doc/guide/combine/collaborative_optimization.md 94 tensorflow_model_optimization/g3doc/guide/combine/cqat_example.ipynb 687 tensorflow_model_optimization/g3doc/guide/combine/pcqat_example.ipynb 694 tensorflow_model_optimization/g3doc/guide/combine/pqat_example.ipynb 691 tensorflow_model_optimization/g3doc/guide/combine/sparse_clustering_example.ipynb 649 tensorflow_model_optimization/g3doc/guide/get_started.md 24 tensorflow_model_optimization/g3doc/guide/index.md 49 tensorflow_model_optimization/g3doc/guide/install.md 35 tensorflow_model_optimization/g3doc/guide/optimize_further.md 14 tensorflow_model_optimization/g3doc/guide/pruning/README.md 1 tensorflow_model_optimization/g3doc/guide/pruning/comprehensive_guide.ipynb 769 tensorflow_model_optimization/g3doc/guide/pruning/index.md 134 tensorflow_model_optimization/g3doc/guide/pruning/pruning_for_on_device_inference.ipynb 538 tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_keras.ipynb 652 tensorflow_model_optimization/g3doc/guide/pruning/pruning_with_sparsity_2_by_4.ipynb 796 tensorflow_model_optimization/g3doc/guide/quantization/post_training.md 50 tensorflow_model_optimization/g3doc/guide/quantization/training.md 126 tensorflow_model_optimization/g3doc/guide/quantization/training_comprehensive_guide.ipynb 886 tensorflow_model_optimization/g3doc/guide/quantization/training_example.ipynb 492 tensorflow_model_optimization/g3doc/guide/roadmap.md 40 tensorflow_model_optimization/python/core/README.md 4 tensorflow_model_optimization/python/core/common/keras/compression/README.md 9 tensorflow_model_optimization/python/core/internal/README.md 8 tensorflow_model_optimization/python/core/quantization/keras/default_8bit/README.md 4 tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/README.md 2 tensorflow_model_optimization/python/examples/__init__.py 1 tensorflow_model_optimization/python/examples/cluster_preserve_qat/__init__.py 1 tensorflow_model_optimization/python/examples/cluster_preserve_qat/keras/__init__.py 1 tensorflow_model_optimization/python/examples/cluster_preserve_qat/keras/mnist_cnn.py 149 tensorflow_model_optimization/python/examples/clustering/keras/imdb/imdb_gru.py 42 tensorflow_model_optimization/python/examples/clustering/keras/imdb/imdb_lstm.py 42 tensorflow_model_optimization/python/examples/clustering/keras/imdb/imdb_multiple_cells.py 44 tensorflow_model_optimization/python/examples/clustering/keras/imdb/imdb_rnn.py 42 tensorflow_model_optimization/python/examples/clustering/keras/imdb/imdb_utils.py 44 tensorflow_model_optimization/python/examples/clustering/keras/mnist/__init__.py 1 tensorflow_model_optimization/python/examples/clustering/keras/mnist/mnist_cnn.py 113 tensorflow_model_optimization/python/examples/clustering/keras/mnist/mnist_mha.py 62 tensorflow_model_optimization/python/examples/quantization/__init__.py 1 tensorflow_model_optimization/python/examples/quantization/keras/__init__.py 1 tensorflow_model_optimization/python/examples/quantization/keras/mnist_cnn.py 65 tensorflow_model_optimization/python/examples/quantization/keras/mnist_cnn_cont_quant.py 101 tensorflow_model_optimization/python/examples/quantization_with_sparsity/__init__.py 1 tensorflow_model_optimization/python/examples/quantization_with_sparsity/keras/__init__.py 1 tensorflow_model_optimization/python/examples/quantization_with_sparsity/keras/mnist_cnn.py 116 tensorflow_model_optimization/python/examples/sparsity/keras/imdb/imdb_lstm.py 60 tensorflow_model_optimization/python/examples/sparsity/keras/mnist/__init__.py 1 tensorflow_model_optimization/python/examples/sparsity/keras/mnist/mnist_cnn.py 129 tensorflow_model_optimization/python/examples/sparsity/keras/mnist/mnist_e2e.py 115 tensorflow_model_optimization/python/examples/sparsity/keras/mnist/mnist_e2e_sparsity2x4.py 89 tensorflow_model_optimization/python/examples/sparsity/keras/mnist/mnist_mha.py 58