Path	Lines of Code
ci/kokoro/gcp_ubuntu/common.cfg	7
ci/kokoro/gcp_ubuntu/continuous.cfg	1
ci/kokoro/gcp_ubuntu/presubmit.cfg	1
setup.py	62
tensorflow_model_optimization/__init__.py	46
tensorflow_model_optimization/g3doc/_book.yaml	65
tensorflow_model_optimization/g3doc/_index.yaml	100
tensorflow_model_optimization/g3doc/tools/build_docs.py	44
tensorflow_model_optimization/python/__init__.py	1
tensorflow_model_optimization/python/core/__init__.py	1
tensorflow_model_optimization/python/core/api/__init__.py	4
tensorflow_model_optimization/python/core/api/clustering/__init__.py	1
tensorflow_model_optimization/python/core/api/clustering/keras/__init__.py	9
tensorflow_model_optimization/python/core/api/clustering/keras/experimental/__init__.py	1
tensorflow_model_optimization/python/core/api/experimental/__init__.py	1
tensorflow_model_optimization/python/core/api/experimental/combine/__init__.py	6
tensorflow_model_optimization/python/core/api/quantization/__init__.py	1
tensorflow_model_optimization/python/core/api/quantization/keras/__init__.py	16
tensorflow_model_optimization/python/core/api/quantization/keras/collaborative_optimizations/__init__.py	2
tensorflow_model_optimization/python/core/api/quantization/keras/default_8bit/__init__.py	4
tensorflow_model_optimization/python/core/api/quantization/keras/default_8bit/default_8bit_transforms/__init__.py	16
tensorflow_model_optimization/python/core/api/quantization/keras/experimental/__init__.py	1
tensorflow_model_optimization/python/core/api/quantization/keras/experimental/default_n_bit/__init__.py	4
tensorflow_model_optimization/python/core/api/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/__init__.py	16
tensorflow_model_optimization/python/core/api/quantization/keras/graph_transformations/__init__.py	2
tensorflow_model_optimization/python/core/api/quantization/keras/graph_transformations/model_transformer/__init__.py	1
tensorflow_model_optimization/python/core/api/quantization/keras/graph_transformations/transforms/__init__.py	3
tensorflow_model_optimization/python/core/api/quantization/keras/quantizers/__init__.py	4
tensorflow_model_optimization/python/core/api/sparsity/__init__.py	1
tensorflow_model_optimization/python/core/api/sparsity/keras/__init__.py	11
tensorflow_model_optimization/python/core/clustering/__init__.py	1
tensorflow_model_optimization/python/core/clustering/keras/__init__.py	1
tensorflow_model_optimization/python/core/clustering/keras/cluster.py	97
tensorflow_model_optimization/python/core/clustering/keras/cluster_config.py	9
tensorflow_model_optimization/python/core/clustering/keras/cluster_wrapper.py	296
tensorflow_model_optimization/python/core/clustering/keras/clusterable_layer.py	9
tensorflow_model_optimization/python/core/clustering/keras/clustering_algorithm.py	112
tensorflow_model_optimization/python/core/clustering/keras/clustering_callbacks.py	47
tensorflow_model_optimization/python/core/clustering/keras/clustering_centroids.py	204
tensorflow_model_optimization/python/core/clustering/keras/clustering_registry.py	124
tensorflow_model_optimization/python/core/clustering/keras/experimental/__init__.py	1
tensorflow_model_optimization/python/core/clustering/keras/experimental/cluster.py	14
tensorflow_model_optimization/python/core/common/keras/compression/algorithm.py	56
tensorflow_model_optimization/python/core/common/keras/compression/algorithms/bias_only.py	43
tensorflow_model_optimization/python/core/common/keras/compression/algorithms/different_training_and_inference.py	55
tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py	91
tensorflow_model_optimization/python/core/common/keras/compression/algorithms/same_training_and_inference.py	53
tensorflow_model_optimization/python/core/common/keras/compression/algorithms/weight_clustering.py	77
tensorflow_model_optimization/python/core/common/keras/compression/internal/optimize.py	210
tensorflow_model_optimization/python/core/common/keras/compression/schedules.py	47
tensorflow_model_optimization/python/core/internal/__init__.py	1
tensorflow_model_optimization/python/core/internal/tensor_encoding/__init__.py	8
tensorflow_model_optimization/python/core/internal/tensor_encoding/core/__init__.py	12
tensorflow_model_optimization/python/core/internal/tensor_encoding/core/core_encoder.py	251
tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py	234
tensorflow_model_optimization/python/core/internal/tensor_encoding/core/gather_encoder.py	235
tensorflow_model_optimization/python/core/internal/tensor_encoding/core/simple_encoder.py	88
tensorflow_model_optimization/python/core/internal/tensor_encoding/encoders/__init__.py	8
tensorflow_model_optimization/python/core/internal/tensor_encoding/encoders/common_encoders.py	39
tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/__init__.py	9
tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/__init__.py	11
tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py	79
tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py	147
tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py	94
tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py	208
tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py	274
tensorflow_model_optimization/python/core/internal/tensor_encoding/testing/__init__.py	17
tensorflow_model_optimization/python/core/internal/tensor_encoding/utils/__init__.py	15
tensorflow_model_optimization/python/core/internal/tensor_encoding/utils/py_utils.py	78
tensorflow_model_optimization/python/core/internal/tensor_encoding/utils/tf_utils.py	312
tensorflow_model_optimization/python/core/keras/__init__.py	1
tensorflow_model_optimization/python/core/keras/compat.py	14
tensorflow_model_optimization/python/core/keras/metrics.py	50
tensorflow_model_optimization/python/core/keras/testing/__init__.py	1
tensorflow_model_optimization/python/core/keras/utils.py	12
tensorflow_model_optimization/python/core/quantization/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve/cluster_preserve_quantize_registry.py	225
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve/cluster_utils.py	59
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve/default_8bit_cluster_preserve_quantize_scheme.py	10
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve/default_8bit_prune_preserve_quantize_scheme.py	9
tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve/prune_preserve_quantize_registry.py	128
tensorflow_model_optimization/python/core/quantization/keras/default_8bit/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_configs.py	29
tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_layout_transform.py	35
tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py	308
tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_scheme.py	13
tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantizers.py	28
tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py	422
tensorflow_model_optimization/python/core/quantization/keras/experimental/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_configs.py	37
tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_layout_transform.py	67
tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py	361
tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_scheme.py	19
tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantizers.py	38
tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py	461
tensorflow_model_optimization/python/core/quantization/keras/graph_transformations/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/graph_transformations/model_transformer.py	331
tensorflow_model_optimization/python/core/quantization/keras/graph_transformations/transforms.py	78
tensorflow_model_optimization/python/core/quantization/keras/layers/__init__.py	1
tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py	128
tensorflow_model_optimization/python/core/quantization/keras/layers/dense_batchnorm_test_utils.py	31
tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py	184
tensorflow_model_optimization/python/core/quantization/keras/quantize.py	194
tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py	68
tensorflow_model_optimization/python/core/quantization/keras/quantize_aware_activation.py	86
tensorflow_model_optimization/python/core/quantization/keras/quantize_config.py	41
tensorflow_model_optimization/python/core/quantization/keras/quantize_layer.py	52
tensorflow_model_optimization/python/core/quantization/keras/quantize_layout_transform.py	10
tensorflow_model_optimization/python/core/quantization/keras/quantize_registry.py	7
tensorflow_model_optimization/python/core/quantization/keras/quantize_scheme.py	10
tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py	137
tensorflow_model_optimization/python/core/quantization/keras/quantizers.py	150
tensorflow_model_optimization/python/core/quantization/keras/utils.py	38
tensorflow_model_optimization/python/core/sparsity/__init__.py	1
tensorflow_model_optimization/python/core/sparsity/keras/__init__.py	1
tensorflow_model_optimization/python/core/sparsity/keras/estimator_utils.py	48
tensorflow_model_optimization/python/core/sparsity/keras/prunable_layer.py	7
tensorflow_model_optimization/python/core/sparsity/keras/prune.py	83
tensorflow_model_optimization/python/core/sparsity/keras/prune_registry.py	164
tensorflow_model_optimization/python/core/sparsity/keras/pruning_callbacks.py	74
tensorflow_model_optimization/python/core/sparsity/keras/pruning_impl.py	156
tensorflow_model_optimization/python/core/sparsity/keras/pruning_policy.py	146
tensorflow_model_optimization/python/core/sparsity/keras/pruning_schedule.py	115
tensorflow_model_optimization/python/core/sparsity/keras/pruning_utils.py	164
tensorflow_model_optimization/python/core/sparsity/keras/pruning_wrapper.py	192
tensorflow_model_optimization/python/core/sparsity/keras/tools/__init__.py	1
tensorflow_model_optimization/python/core/sparsity/keras/tools/check_sparsity_m_by_n.py	50
tensorflow_model_optimization/python/core/sparsity/keras/tools/evaluate_pruning.py	80
tensorflow_model_optimization/python/core/sparsity/keras/tools/sparsity_tooling.py	37
tensorflow_model_optimization/python/core/version.py	11
tensorflow_model_optimization/tensorflow_model_optimization.bzl	33