├── .github ├── ISSUE_TEMPLATE │ └── mct_issue_template.yaml ├── dependabot.yml ├── dependency-review-config.yml ├── labeler.yml ├── pull_request_template.md └── workflows │ ├── build_docs.yml │ ├── dependency_review.yml │ ├── label.yml │ ├── link_checker.yml │ ├── publish_release.yml │ ├── run_keras_tests.yml │ ├── run_pytorch_tests.yml │ ├── run_tests_python310_keras214.yml │ ├── run_tests_python310_keras215.yml │ ├── run_tests_python310_pytorch23.yml │ ├── run_tests_python310_pytorch24.yml │ ├── run_tests_python310_pytorch25.yml │ ├── run_tests_python310_pytorch26.yml │ ├── run_tests_python311_keras214.yml │ ├── run_tests_python311_keras215.yml │ ├── run_tests_python311_pytorch23.yml │ ├── run_tests_python311_pytorch24.yml │ ├── run_tests_python311_pytorch25.yml │ ├── run_tests_python311_pytorch26.yml │ ├── run_tests_python312_pytorch23.yml │ ├── run_tests_python312_pytorch24.yml │ ├── run_tests_python312_pytorch25.yml │ ├── run_tests_python312_pytorch26.yml │ ├── run_tests_suite_coverage.yml │ ├── stale.yml │ ├── test_whl_install.yml │ └── tests_common.yml ├── .gitignore ├── CONTRIBUTING.md ├── FAQ.md ├── INSTALLATION.md ├── LICENSE.md ├── README.md ├── _config.yml ├── assets └── css │ └── style.scss ├── docs ├── .buildinfo ├── .nojekyll ├── _sources │ ├── api │ │ └── api_docs │ │ │ ├── classes │ │ │ ├── BitWidthConfig.rst.txt │ │ │ ├── DataGenerationConfig.rst.txt │ │ │ ├── DefaultDict.rst.txt │ │ │ ├── FrameworkInfo.rst.txt │ │ │ ├── GradientPTQConfig.rst.txt │ │ │ ├── MixedPrecisionQuantizationConfig.rst.txt │ │ │ ├── PruningConfig.rst.txt │ │ │ ├── PruningInfo.rst.txt │ │ │ ├── QuantizationConfig.rst.txt │ │ │ ├── QuantizationErrorMethod.rst.txt │ │ │ ├── ResourceUtilization.rst.txt │ │ │ ├── Wrapper.rst.txt │ │ │ └── XQuantConfig.rst.txt │ │ │ ├── index.rst.txt │ │ │ ├── methods │ │ │ ├── get_keras_data_generation_config.rst.txt │ │ │ ├── get_keras_gptq_config.rst.txt │ │ │ ├── get_pytorch_data_generation_config.rst.txt │ │ │ ├── get_pytroch_gptq_config.rst.txt │ │ │ ├── get_target_platform_capabilities.rst.txt │ │ │ ├── keras_data_generation_experimental.rst.txt │ │ │ ├── keras_gradient_post_training_quantization.rst.txt │ │ │ ├── keras_kpi_data.rst.txt │ │ │ ├── keras_load_quantizad_model.rst.txt │ │ │ ├── keras_post_training_quantization.rst.txt │ │ │ ├── keras_pruning_experimental.rst.txt │ │ │ ├── keras_quantization_aware_training_finalize_experimental.rst.txt │ │ │ ├── keras_quantization_aware_training_init_experimental.rst.txt │ │ │ ├── pytorch_data_generation_experimental.rst.txt │ │ │ ├── pytorch_gradient_post_training_quantization.rst.txt │ │ │ ├── pytorch_kpi_data.rst.txt │ │ │ ├── pytorch_post_training_quantization.rst.txt │ │ │ ├── pytorch_pruning_experimental.rst.txt │ │ │ ├── pytorch_quantization_aware_training_finalize_experimental.rst.txt │ │ │ ├── pytorch_quantization_aware_training_init_experimental.rst.txt │ │ │ ├── set_logger_path.rst.txt │ │ │ ├── xquant_report_keras_experimental.rst.txt │ │ │ ├── xquant_report_pytorch_experimental.rst.txt │ │ │ └── xquant_report_troubleshoot_pytorch_experimental.rst.txt │ │ │ ├── modules │ │ │ ├── core_config.rst.txt │ │ │ ├── debug_config.rst.txt │ │ │ ├── exporter.rst.txt │ │ │ ├── layer_filters.rst.txt │ │ │ ├── network_editor.rst.txt │ │ │ ├── qat_config.rst.txt │ │ │ ├── target_platform_capabilities.rst.txt │ │ │ └── trainable_infrastructure.rst.txt │ │ │ └── notes │ │ │ └── tpc_note.rst.txt │ ├── guidelines │ │ ├── XQuant_Extension_Tool.rst.txt │ │ └── visualization.rst.txt │ └── index.rst.txt ├── api │ └── api_docs │ │ ├── classes │ │ ├── BitWidthConfig.html │ │ ├── DataGenerationConfig.html │ │ ├── DefaultDict.html │ │ ├── FrameworkInfo.html │ │ ├── GradientPTQConfig.html │ │ ├── MixedPrecisionQuantizationConfig.html │ │ ├── PruningConfig.html │ │ ├── PruningInfo.html │ │ ├── QuantizationConfig.html │ │ ├── QuantizationErrorMethod.html │ │ ├── ResourceUtilization.html │ │ ├── Wrapper.html │ │ └── XQuantConfig.html │ │ ├── index.html │ │ ├── methods │ │ ├── get_keras_data_generation_config.html │ │ ├── get_keras_gptq_config.html │ │ ├── get_pytorch_data_generation_config.html │ │ ├── get_pytroch_gptq_config.html │ │ ├── get_target_platform_capabilities.html │ │ ├── keras_data_generation_experimental.html │ │ ├── keras_gradient_post_training_quantization.html │ │ ├── keras_kpi_data.html │ │ ├── keras_load_quantizad_model.html │ │ ├── keras_post_training_quantization.html │ │ ├── keras_pruning_experimental.html │ │ ├── keras_quantization_aware_training_finalize_experimental.html │ │ ├── keras_quantization_aware_training_init_experimental.html │ │ ├── pytorch_data_generation_experimental.html │ │ ├── pytorch_gradient_post_training_quantization.html │ │ ├── pytorch_kpi_data.html │ │ ├── pytorch_post_training_quantization.html │ │ ├── pytorch_pruning_experimental.html │ │ ├── pytorch_quantization_aware_training_finalize_experimental.html │ │ ├── pytorch_quantization_aware_training_init_experimental.html │ │ ├── set_logger_path.html │ │ ├── xquant_report_keras_experimental.html │ │ ├── xquant_report_pytorch_experimental.html │ │ └── xquant_report_troubleshoot_pytorch_experimental.html │ │ ├── modules │ │ ├── core_config.html │ │ ├── debug_config.html │ │ ├── exporter.html │ │ ├── layer_filters.html │ │ ├── network_editor.html │ │ ├── qat_config.html │ │ ├── target_platform_capabilities.html │ │ └── trainable_infrastructure.html │ │ └── notes │ │ └── tpc_note.html ├── docs_troubleshoot │ ├── .buildinfo │ ├── .nojekyll │ ├── _sources │ │ ├── index.rst.txt │ │ └── troubleshoots │ │ │ ├── bias_correction.rst.txt │ │ │ ├── enabling_hessian-based_mixed_precision.rst.txt │ │ │ ├── gptq-gradient_based_post_training_quantization.rst.txt │ │ │ ├── mixed_precision_with_model_output_loss_objective.rst.txt │ │ │ ├── outlier_removal.rst.txt │ │ │ ├── representative_and_validation_dataset_mismatch.rst.txt │ │ │ ├── representative_dataset_size_and_diversity.rst.txt │ │ │ ├── shift_negative_activation.rst.txt │ │ │ ├── threhold_selection_error_method.rst.txt │ │ │ ├── unbalanced_concatenation.rst.txt │ │ │ └── using_more_samples_in_mixed_precision_quantization.rst.txt │ ├── genindex.html │ ├── images │ │ ├── PReLU.png │ │ ├── collapse_layers.png │ │ ├── outlier_removal.png │ │ └── quantization_bitwidth_of_last_layer.png │ ├── index.html │ ├── objects.inv │ ├── search.html │ ├── searchindex.js │ ├── static │ │ ├── background_b01.png │ │ ├── basic.css │ │ ├── bizstyle.css │ │ ├── bizstyle.js │ │ ├── css │ │ │ └── custom.css │ │ ├── css3-mediaqueries.js │ │ ├── css3-mediaqueries_src.js │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── language_data.js │ │ ├── minus.png │ │ ├── plus.png │ │ ├── pygments.css │ │ ├── searchtools.js │ │ └── sphinx_highlight.js │ └── troubleshoots │ │ ├── bias_correction.html │ │ ├── enabling_hessian-based_mixed_precision.html │ │ ├── gptq-gradient_based_post_training_quantization.html │ │ ├── mixed_precision_with_model_output_loss_objective.html │ │ ├── outlier_removal.html │ │ ├── representative_and_validation_dataset_mismatch.html │ │ ├── representative_dataset_size_and_diversity.html │ │ ├── shift_negative_activation.html │ │ ├── threhold_selection_error_method.html │ │ ├── unbalanced_concatenation.html │ │ └── using_more_samples_in_mixed_precision_quantization.html ├── genindex.html ├── guidelines │ ├── XQuant_Extension_Tool.html │ └── visualization.html ├── images │ ├── cs_compare.png │ ├── flow.png │ ├── mp_bitwidth_config.png │ ├── outlier.png │ ├── quant_loss_mse_repr.png │ ├── tbwriter_cosinesimilarity.png │ ├── tbwriter_graphs.png │ ├── tbwriter_graphs2.png │ ├── tbwriter_graphs3.png │ ├── tbwriter_histograms.png │ ├── tbwriter_resources.png │ ├── tbwriter_resources_node.png │ ├── tbwriter_scalars.png │ ├── tbwriter_stages.png │ └── tpc_diagram.png ├── index.html ├── objects.inv ├── search.html ├── searchindex.js └── static │ ├── background_b01.png │ ├── basic.css │ ├── bizstyle.css │ ├── bizstyle.js │ ├── css │ └── custom.css │ ├── css3-mediaqueries.js │ ├── css3-mediaqueries_src.js │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── language_data.js │ ├── minus.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ └── sphinx_highlight.js ├── docsrc ├── .nojekyll ├── Makefile ├── images │ ├── Classification.png │ ├── ObjDet.png │ ├── PoseEst.png │ ├── SemSeg.png │ ├── colab-badge.svg │ ├── cs_compare.png │ ├── eptq_overview.svg │ ├── flow.png │ ├── mbv2_accuracy_graph.png │ ├── mctDiagramFlow.svg │ ├── mctDiagram_clean.svg │ ├── mctFlow.png │ ├── mctHeader-cropped.svg │ ├── mctHeader1-cropped.svg │ ├── mct_block_diagram.svg │ ├── mp_bitwidth_config.png │ ├── outlier.png │ ├── quant_loss_mse_repr.png │ ├── quantization_infra.png │ ├── tbwriter │ │ ├── tbwriter_cosinesimilarity.png │ │ ├── tbwriter_graphs.png │ │ ├── tbwriter_graphs2.png │ │ ├── tbwriter_graphs3.png │ │ ├── tbwriter_histograms.png │ │ ├── tbwriter_resources.png │ │ ├── tbwriter_resources_node.png │ │ ├── tbwriter_scalars.png │ │ └── tbwriter_stages.png │ ├── torch_mobilenetv2.png │ ├── tpc.jpg │ └── tpc_diagram.png ├── make.bat ├── source │ ├── api │ │ └── api_docs │ │ │ ├── classes │ │ │ ├── BitWidthConfig.rst │ │ │ ├── DataGenerationConfig.rst │ │ │ ├── DefaultDict.rst │ │ │ ├── FrameworkInfo.rst │ │ │ ├── GradientPTQConfig.rst │ │ │ ├── MixedPrecisionQuantizationConfig.rst │ │ │ ├── PruningConfig.rst │ │ │ ├── PruningInfo.rst │ │ │ ├── QuantizationConfig.rst │ │ │ ├── QuantizationErrorMethod.rst │ │ │ ├── ResourceUtilization.rst │ │ │ ├── Wrapper.rst │ │ │ └── XQuantConfig.rst │ │ │ ├── index.rst │ │ │ ├── methods │ │ │ ├── get_keras_data_generation_config.rst │ │ │ ├── get_keras_gptq_config.rst │ │ │ ├── get_pytorch_data_generation_config.rst │ │ │ ├── get_pytroch_gptq_config.rst │ │ │ ├── get_target_platform_capabilities.rst │ │ │ ├── keras_data_generation_experimental.rst │ │ │ ├── keras_gradient_post_training_quantization.rst │ │ │ ├── keras_kpi_data.rst │ │ │ ├── keras_load_quantizad_model.rst │ │ │ ├── keras_post_training_quantization.rst │ │ │ ├── keras_pruning_experimental.rst │ │ │ ├── keras_quantization_aware_training_finalize_experimental.rst │ │ │ ├── keras_quantization_aware_training_init_experimental.rst │ │ │ ├── pytorch_data_generation_experimental.rst │ │ │ ├── pytorch_gradient_post_training_quantization.rst │ │ │ ├── pytorch_kpi_data.rst │ │ │ ├── pytorch_post_training_quantization.rst │ │ │ ├── pytorch_pruning_experimental.rst │ │ │ ├── pytorch_quantization_aware_training_finalize_experimental.rst │ │ │ ├── pytorch_quantization_aware_training_init_experimental.rst │ │ │ ├── set_logger_path.rst │ │ │ ├── xquant_report_keras_experimental.rst │ │ │ ├── xquant_report_pytorch_experimental.rst │ │ │ └── xquant_report_troubleshoot_pytorch_experimental.rst │ │ │ ├── modules │ │ │ ├── core_config.rst │ │ │ ├── debug_config.rst │ │ │ ├── exporter.rst │ │ │ ├── layer_filters.rst │ │ │ ├── network_editor.rst │ │ │ ├── qat_config.rst │ │ │ ├── target_platform_capabilities.rst │ │ │ └── trainable_infrastructure.rst │ │ │ └── notes │ │ │ └── tpc_note.rst │ ├── conf.py │ ├── diagrams │ │ └── tpc.mermaid │ ├── guidelines │ │ ├── XQuant_Extension_Tool.rst │ │ └── visualization.rst │ ├── index.rst │ └── static │ │ └── css │ │ └── custom.css └── source_troubleshoot │ ├── conf.py │ ├── images │ ├── PReLU.png │ ├── collapse_layers.png │ ├── outlier_removal.png │ └── quantization_bitwidth_of_last_layer.png │ ├── index.rst │ ├── static │ └── css │ │ └── custom.css │ └── troubleshoots │ ├── bias_correction.rst │ ├── enabling_hessian-based_mixed_precision.rst │ ├── gptq-gradient_based_post_training_quantization.rst │ ├── mixed_precision_with_model_output_loss_objective.rst │ ├── outlier_removal.rst │ ├── representative_and_validation_dataset_mismatch.rst │ ├── representative_dataset_size_and_diversity.rst │ ├── shift_negative_activation.rst │ ├── threhold_selection_error_method.rst │ ├── unbalanced_concatenation.rst │ └── using_more_samples_in_mixed_precision_quantization.rst ├── model_compression_toolkit ├── __init__.py ├── constants.py ├── core │ ├── __init__.py │ ├── analyzer.py │ ├── common │ │ ├── __init__.py │ │ ├── back2framework │ │ │ ├── __init__.py │ │ │ └── base_model_builder.py │ │ ├── base_substitutions.py │ │ ├── collectors │ │ │ ├── __init__.py │ │ │ ├── base_collector.py │ │ │ ├── histogram_collector.py │ │ │ ├── mean_collector.py │ │ │ ├── min_max_per_channel_collector.py │ │ │ ├── statistics_collector.py │ │ │ └── weighted_histogram_collector.py │ │ ├── framework_implementation.py │ │ ├── framework_info.py │ │ ├── fusion │ │ │ ├── __init__.py │ │ │ ├── fusing_info.py │ │ │ └── graph_fuser.py │ │ ├── graph │ │ │ ├── __init__.py │ │ │ ├── base_graph.py │ │ │ ├── base_node.py │ │ │ ├── edge.py │ │ │ ├── functional_node.py │ │ │ ├── graph_matchers.py │ │ │ ├── graph_searches.py │ │ │ ├── memory_graph │ │ │ │ ├── __init__.py │ │ │ │ ├── bipartite_graph.py │ │ │ │ ├── compute_graph_max_cut.py │ │ │ │ ├── cut.py │ │ │ │ ├── max_cut_astar.py │ │ │ │ ├── memory_element.py │ │ │ │ └── memory_graph.py │ │ │ └── virtual_activation_weights_node.py │ │ ├── hessian │ │ │ ├── __init__.py │ │ │ ├── hessian_info_service.py │ │ │ ├── hessian_info_utils.py │ │ │ ├── hessian_scores_calculator.py │ │ │ └── hessian_scores_request.py │ │ ├── matchers │ │ │ ├── __init__.py │ │ │ ├── base_graph_filter.py │ │ │ ├── base_matcher.py │ │ │ ├── edge_matcher.py │ │ │ ├── function.py │ │ │ ├── node_matcher.py │ │ │ └── walk_matcher.py │ │ ├── memory_computation.py │ │ ├── mixed_precision │ │ │ ├── __init__.py │ │ │ ├── bit_width_setter.py │ │ │ ├── configurable_quant_id.py │ │ │ ├── configurable_quantizer_utils.py │ │ │ ├── mixed_precision_candidates_filter.py │ │ │ ├── mixed_precision_quantization_config.py │ │ │ ├── mixed_precision_ru_helper.py │ │ │ ├── mixed_precision_search_facade.py │ │ │ ├── mixed_precision_search_manager.py │ │ │ ├── resource_utilization_tools │ │ │ │ ├── __init__.py │ │ │ │ ├── resource_utilization.py │ │ │ │ ├── resource_utilization_calculator.py │ │ │ │ └── resource_utilization_data.py │ │ │ ├── search_methods │ │ │ │ ├── __init__.py │ │ │ │ └── linear_programming.py │ │ │ ├── sensitivity_eval │ │ │ │ ├── __init__.py │ │ │ │ ├── metric_calculators.py │ │ │ │ ├── sensitivity_evaluation.py │ │ │ │ └── set_layer_to_bitwidth.py │ │ │ └── solution_refinement_procedure.py │ │ ├── model_builder_mode.py │ │ ├── model_collector.py │ │ ├── model_validation.py │ │ ├── network_editors │ │ │ ├── __init__.py │ │ │ ├── actions.py │ │ │ ├── edit_network.py │ │ │ └── node_filters.py │ │ ├── node_prior_info.py │ │ ├── pruning │ │ │ ├── __init__.py │ │ │ ├── channels_grouping.py │ │ │ ├── greedy_mask_calculator.py │ │ │ ├── importance_metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── base_importance_metric.py │ │ │ │ ├── importance_metric_factory.py │ │ │ │ └── lfh_importance_metric.py │ │ │ ├── mask │ │ │ │ ├── __init__.py │ │ │ │ ├── per_channel_mask.py │ │ │ │ └── per_simd_group_mask.py │ │ │ ├── memory_calculator.py │ │ │ ├── prune_graph.py │ │ │ ├── pruner.py │ │ │ ├── pruning_config.py │ │ │ ├── pruning_framework_implementation.py │ │ │ ├── pruning_info.py │ │ │ └── pruning_section.py │ │ ├── quantization │ │ │ ├── __init__.py │ │ │ ├── bit_width_config.py │ │ │ ├── candidate_node_quantization_config.py │ │ │ ├── core_config.py │ │ │ ├── debug_config.py │ │ │ ├── filter_nodes_candidates.py │ │ │ ├── node_quantization_config.py │ │ │ ├── quantization_config.py │ │ │ ├── quantization_fn_selection.py │ │ │ ├── quantization_params_fn_selection.py │ │ │ ├── quantization_params_generation │ │ │ │ ├── __init__.py │ │ │ │ ├── error_functions.py │ │ │ │ ├── lut_kmeans_params.py │ │ │ │ ├── outlier_filter.py │ │ │ │ ├── power_of_two_selection.py │ │ │ │ ├── qparams_activations_computation.py │ │ │ │ ├── qparams_computation.py │ │ │ │ ├── qparams_search.py │ │ │ │ ├── qparams_weights_computation.py │ │ │ │ ├── symmetric_selection.py │ │ │ │ └── uniform_selection.py │ │ │ ├── quantize_graph_weights.py │ │ │ ├── quantize_node.py │ │ │ ├── quantizers │ │ │ │ ├── __init__.py │ │ │ │ ├── lut_kmeans_quantizer.py │ │ │ │ ├── quantizers_helpers.py │ │ │ │ └── uniform_quantizers.py │ │ │ └── set_node_quantization_config.py │ │ ├── similarity_analyzer.py │ │ ├── statistics_correction │ │ │ ├── __init__.py │ │ │ ├── apply_activation_bias_correction_to_graph.py │ │ │ ├── apply_bias_correction_to_graph.py │ │ │ ├── apply_second_moment_correction_to_graph.py │ │ │ ├── compute_activation_bias_correction_of_graph.py │ │ │ ├── compute_bias_correction_of_graph.py │ │ │ └── statistics_correction.py │ │ ├── substitutions │ │ │ ├── __init__.py │ │ │ ├── apply_substitutions.py │ │ │ ├── batchnorm_folding.py │ │ │ ├── batchnorm_reconstruction.py │ │ │ ├── batchnorm_refusing.py │ │ │ ├── linear_collapsing.py │ │ │ ├── linear_collapsing_substitution.py │ │ │ ├── remove_identity.py │ │ │ ├── residual_collapsing.py │ │ │ ├── scale_equalization.py │ │ │ ├── shift_negative_activation.py │ │ │ ├── softmax_shift.py │ │ │ ├── virtual_activation_weights_composition.py │ │ │ └── weights_activation_split.py │ │ ├── user_info.py │ │ └── visualization │ │ │ ├── __init__.py │ │ │ ├── final_config_visualizer.py │ │ │ ├── nn_visualizer.py │ │ │ └── tensorboard_writer.py │ ├── graph_prep_runner.py │ ├── keras │ │ ├── __init__.py │ │ ├── back2framework │ │ │ ├── __init__.py │ │ │ ├── factory_model_builder.py │ │ │ ├── float_model_builder.py │ │ │ ├── instance_builder.py │ │ │ ├── keras_model_builder.py │ │ │ ├── mixed_precision_model_builder.py │ │ │ └── quantized_model_builder.py │ │ ├── constants.py │ │ ├── custom_layer_validation.py │ │ ├── data_util.py │ │ ├── default_framework_info.py │ │ ├── graph_substitutions │ │ │ ├── __init__.py │ │ │ └── substitutions │ │ │ │ ├── __init__.py │ │ │ │ ├── activation_decomposition.py │ │ │ │ ├── batchnorm_folding.py │ │ │ │ ├── batchnorm_reconstruction.py │ │ │ │ ├── batchnorm_refusing.py │ │ │ │ ├── concat_threshold_update.py │ │ │ │ ├── conv_funcs_to_layer.py │ │ │ │ ├── dwconv_to_conv.py │ │ │ │ ├── input_scaling.py │ │ │ │ ├── linear_collapsing.py │ │ │ │ ├── matmul_substitution.py │ │ │ │ ├── multi_head_attention_decomposition.py │ │ │ │ ├── relu_bound_to_power_of_2.py │ │ │ │ ├── remove_identity.py │ │ │ │ ├── residual_collapsing.py │ │ │ │ ├── scale_equalization.py │ │ │ │ ├── separableconv_decomposition.py │ │ │ │ ├── shift_negative_activation.py │ │ │ │ ├── sigmoid_mul_to_swish.py │ │ │ │ ├── softmax_shift.py │ │ │ │ ├── virtual_activation_weights_composition.py │ │ │ │ └── weights_activation_split.py │ │ ├── hessian │ │ │ ├── __init__.py │ │ │ ├── activation_hessian_scores_calculator_keras.py │ │ │ ├── hessian_scores_calculator_keras.py │ │ │ └── weights_hessian_scores_calculator_keras.py │ │ ├── keras_implementation.py │ │ ├── keras_model_validation.py │ │ ├── keras_node_prior_info.py │ │ ├── mixed_precision │ │ │ ├── __init__.py │ │ │ ├── configurable_activation_quantizer.py │ │ │ └── configurable_weights_quantizer.py │ │ ├── pruning │ │ │ ├── __init__.py │ │ │ └── pruning_keras_implementation.py │ │ ├── quantizer │ │ │ ├── __init__.py │ │ │ ├── fake_quant_builder.py │ │ │ └── lut_fake_quant.py │ │ ├── reader │ │ │ ├── __init__.py │ │ │ ├── common.py │ │ │ ├── connectivity_handler.py │ │ │ ├── nested_model │ │ │ │ ├── __init__.py │ │ │ │ ├── edges_merger.py │ │ │ │ ├── nested_model_handler.py │ │ │ │ ├── nodes_merger.py │ │ │ │ └── outputs_merger.py │ │ │ ├── node_builder.py │ │ │ └── reader.py │ │ ├── resource_utilization_data_facade.py │ │ ├── statistics_correction │ │ │ ├── __init__.py │ │ │ ├── apply_second_moment_correction.py │ │ │ └── keras_compute_activation_bias_correction_of_graph.py │ │ ├── tf_tensor_numpy.py │ │ └── visualization │ │ │ └── __init__.py │ ├── pytorch │ │ ├── __init__.py │ │ ├── back2framework │ │ │ ├── __init__.py │ │ │ ├── factory_model_builder.py │ │ │ ├── float_model_builder.py │ │ │ ├── instance_builder.py │ │ │ ├── mixed_precision_model_builder.py │ │ │ ├── pytorch_model_builder.py │ │ │ ├── quantization_wrapper │ │ │ │ ├── __init__.py │ │ │ │ ├── quantized_layer_wrapper.py │ │ │ │ └── wrapper_quantize_config.py │ │ │ └── quantized_model_builder.py │ │ ├── constants.py │ │ ├── data_util.py │ │ ├── default_framework_info.py │ │ ├── graph_substitutions │ │ │ ├── __init__.py │ │ │ └── substitutions │ │ │ │ ├── __init__.py │ │ │ │ ├── batchnorm_folding.py │ │ │ │ ├── batchnorm_reconstruction.py │ │ │ │ ├── batchnorm_refusing.py │ │ │ │ ├── concat_threshold_update.py │ │ │ │ ├── const_holder_conv.py │ │ │ │ ├── convtranspose_dynamic_padding.py │ │ │ │ ├── functional_batch_norm.py │ │ │ │ ├── functional_layer_norm.py │ │ │ │ ├── functional_linear.py │ │ │ │ ├── linear_collapsing.py │ │ │ │ ├── matmul_decomposition.py │ │ │ │ ├── multi_head_attention_decomposition.py │ │ │ │ ├── relu_bound_to_power_of_2.py │ │ │ │ ├── remove_identity.py │ │ │ │ ├── reshape_with_static_shapes.py │ │ │ │ ├── residual_collapsing.py │ │ │ │ ├── scale_equalization.py │ │ │ │ ├── scaled_dot_product_attention.py │ │ │ │ ├── shift_negative_activation.py │ │ │ │ ├── softmax_shift.py │ │ │ │ ├── transform_function_call_method.py │ │ │ │ ├── virtual_activation_weights_composition.py │ │ │ │ └── weights_activation_split.py │ │ ├── hessian │ │ │ ├── __init__.py │ │ │ ├── activation_hessian_scores_calculator_pytorch.py │ │ │ ├── hessian_scores_calculator_pytorch.py │ │ │ └── weights_hessian_scores_calculator_pytorch.py │ │ ├── mixed_precision │ │ │ ├── __init__.py │ │ │ ├── configurable_activation_quantizer.py │ │ │ └── configurable_weights_quantizer.py │ │ ├── pruning │ │ │ ├── __init__.py │ │ │ └── pruning_pytorch_implementation.py │ │ ├── pytorch_device_config.py │ │ ├── pytorch_implementation.py │ │ ├── pytorch_node_prior_info.py │ │ ├── quantizer │ │ │ ├── __init__.py │ │ │ ├── fake_quant_builder.py │ │ │ └── lut_fake_quant.py │ │ ├── reader │ │ │ ├── __init__.py │ │ │ ├── graph_builders.py │ │ │ ├── node_holders.py │ │ │ └── reader.py │ │ ├── resource_utilization_data_facade.py │ │ ├── statistics_correction │ │ │ ├── __init__.py │ │ │ ├── apply_second_moment_correction.py │ │ │ └── pytorch_compute_activation_bias_correction_of_graph.py │ │ └── utils.py │ ├── quantization_prep_runner.py │ └── runner.py ├── data_generation │ ├── README.md │ ├── __init__.py │ ├── common │ │ ├── __init__.py │ │ ├── constants.py │ │ ├── data_generation.py │ │ ├── data_generation_config.py │ │ ├── enums.py │ │ ├── image_pipeline.py │ │ ├── model_info_exctractors.py │ │ └── optimization_utils.py │ ├── keras │ │ ├── __init__.py │ │ ├── constants.py │ │ ├── image_operations.py │ │ ├── image_pipeline.py │ │ ├── keras_data_generation.py │ │ ├── model_info_exctractors.py │ │ ├── optimization_functions │ │ │ ├── __init__.py │ │ │ ├── batchnorm_alignment_functions.py │ │ │ ├── bn_layer_weighting_functions.py │ │ │ ├── image_initilization.py │ │ │ ├── lr_scheduler.py │ │ │ ├── output_loss_functions.py │ │ │ └── scheduler_step_functions.py │ │ └── optimization_utils.py │ └── pytorch │ │ ├── __init__.py │ │ ├── constants.py │ │ ├── image_operations.py │ │ ├── image_pipeline.py │ │ ├── model_info_exctractors.py │ │ ├── optimization_functions │ │ ├── __init__.py │ │ ├── batchnorm_alignment_functions.py │ │ ├── bn_layer_weighting_functions.py │ │ ├── image_initilization.py │ │ ├── lr_scheduler.py │ │ ├── output_loss_functions.py │ │ └── scheduler_step_functions.py │ │ ├── optimization_utils.py │ │ └── pytorch_data_generation.py ├── defaultdict.py ├── exporter │ ├── README.md │ ├── __init__.py │ ├── model_exporter │ │ ├── __init__.py │ │ ├── fw_agonstic │ │ │ ├── __init__.py │ │ │ ├── exporter.py │ │ │ └── quantization_format.py │ │ ├── keras │ │ │ ├── __init__.py │ │ │ ├── base_keras_exporter.py │ │ │ ├── export_serialization_format.py │ │ │ ├── fakely_quant_keras_exporter.py │ │ │ ├── fakely_quant_tflite_exporter.py │ │ │ ├── int8_tflite_exporter.py │ │ │ ├── keras_export_facade.py │ │ │ └── mctq_keras_exporter.py │ │ └── pytorch │ │ │ ├── __init__.py │ │ │ ├── base_pytorch_exporter.py │ │ │ ├── export_serialization_format.py │ │ │ ├── fakely_quant_onnx_pytorch_exporter.py │ │ │ ├── fakely_quant_torchscript_pytorch_exporter.py │ │ │ └── pytorch_export_facade.py │ └── model_wrapper │ │ ├── __init__.py │ │ ├── fw_agnostic │ │ ├── __init__.py │ │ └── get_inferable_quantizers.py │ │ ├── keras │ │ ├── __init__.py │ │ ├── builder │ │ │ ├── __init__.py │ │ │ ├── fully_quantized_model_builder.py │ │ │ └── node_to_quantizer.py │ │ └── validate_layer.py │ │ └── pytorch │ │ ├── __init__.py │ │ ├── builder │ │ ├── __init__.py │ │ ├── fully_quantized_model_builder.py │ │ └── node_to_quantizer.py │ │ └── validate_layer.py ├── gptq │ ├── README.md │ ├── __init__.py │ ├── common │ │ ├── __init__.py │ │ ├── gptq_config.py │ │ ├── gptq_constants.py │ │ ├── gptq_framework_implementation.py │ │ ├── gptq_graph.py │ │ ├── gptq_training.py │ │ ├── gradual_activation_quantization.py │ │ └── regularization_factory.py │ ├── keras │ │ ├── __init__.py │ │ ├── gptq_keras_implementation.py │ │ ├── gptq_loss.py │ │ ├── gptq_training.py │ │ ├── graph_info.py │ │ ├── quantization_facade.py │ │ └── quantizer │ │ │ ├── __init__.py │ │ │ ├── base_keras_gptq_quantizer.py │ │ │ ├── quant_utils.py │ │ │ ├── quantization_builder.py │ │ │ ├── soft_rounding │ │ │ ├── __init__.py │ │ │ ├── soft_quantizer_reg.py │ │ │ ├── symmetric_soft_quantizer.py │ │ │ └── uniform_soft_quantizer.py │ │ │ └── ste_rounding │ │ │ ├── __init__.py │ │ │ └── symmetric_ste.py │ ├── pytorch │ │ ├── __init__.py │ │ ├── gptq_loss.py │ │ ├── gptq_pytorch_implementation.py │ │ ├── gptq_training.py │ │ ├── graph_info.py │ │ ├── quantization_facade.py │ │ └── quantizer │ │ │ ├── __init__.py │ │ │ ├── base_pytorch_gptq_quantizer.py │ │ │ ├── quant_utils.py │ │ │ ├── quantization_builder.py │ │ │ ├── soft_rounding │ │ │ ├── __init__.py │ │ │ ├── soft_quantizer_reg.py │ │ │ ├── symmetric_soft_quantizer.py │ │ │ └── uniform_soft_quantizer.py │ │ │ └── ste_rounding │ │ │ ├── __init__.py │ │ │ └── symmetric_ste.py │ └── runner.py ├── logger.py ├── metadata.py ├── pruning │ ├── __init__.py │ ├── keras │ │ ├── __init__.py │ │ └── pruning_facade.py │ └── pytorch │ │ ├── __init__.py │ │ └── pruning_facade.py ├── ptq │ ├── __init__.py │ ├── keras │ │ ├── __init__.py │ │ └── quantization_facade.py │ ├── pytorch │ │ ├── __init__.py │ │ └── quantization_facade.py │ └── runner.py ├── qat │ ├── __init__.py │ ├── common │ │ ├── __init__.py │ │ └── qat_config.py │ ├── keras │ │ ├── README.md │ │ ├── __init__.py │ │ ├── quantization_facade.py │ │ └── quantizer │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── base_keras_qat_weight_quantizer.py │ │ │ ├── lsq │ │ │ ├── __init__.py │ │ │ ├── symmetric_lsq.py │ │ │ └── uniform_lsq.py │ │ │ ├── quant_utils.py │ │ │ ├── quantization_builder.py │ │ │ └── ste_rounding │ │ │ ├── __init__.py │ │ │ ├── symmetric_ste.py │ │ │ └── uniform_ste.py │ └── pytorch │ │ ├── README.md │ │ ├── __init__.py │ │ ├── quantization_facade.py │ │ └── quantizer │ │ ├── DQA │ │ └── dqa_uniform.py │ │ ├── README.md │ │ ├── __init__.py │ │ ├── base_pytorch_qat_weight_quantizer.py │ │ ├── lsq │ │ ├── __init__.py │ │ ├── symmetric_lsq.py │ │ └── uniform_lsq.py │ │ ├── quantization_builder.py │ │ └── ste_rounding │ │ ├── __init__.py │ │ ├── symmetric_ste.py │ │ └── uniform_ste.py ├── target_platform_capabilities │ ├── README.md │ ├── __init__.py │ ├── constants.py │ ├── immutable.py │ ├── schema │ │ ├── __init__.py │ │ ├── mct_current_schema.py │ │ ├── schema_compatability.py │ │ ├── schema_functions.py │ │ ├── v1.py │ │ └── v2.py │ ├── targetplatform2framework │ │ ├── __init__.py │ │ ├── attach2fw.py │ │ ├── attach2keras.py │ │ ├── attach2pytorch.py │ │ ├── attribute_filter.py │ │ ├── current_tpc.py │ │ ├── framework_quantization_capabilities.py │ │ ├── framework_quantization_capabilities_component.py │ │ ├── layer_filter_params.py │ │ └── operations_to_layers.py │ ├── tpc_io_handler.py │ └── tpc_models │ │ ├── __init__.py │ │ ├── get_target_platform_capabilities.py │ │ ├── imx500_tpc │ │ ├── __init__.py │ │ ├── latest │ │ │ └── __init__.py │ │ └── v1 │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ ├── qnnpack_tpc │ │ ├── __init__.py │ │ ├── latest │ │ │ └── __init__.py │ │ └── v1 │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ └── tflite_tpc │ │ ├── __init__.py │ │ ├── latest │ │ └── __init__.py │ │ └── v1 │ │ ├── __init__.py │ │ └── tpc.py ├── trainable_infrastructure │ ├── README.md │ ├── __init__.py │ ├── common │ │ ├── __init__.py │ │ ├── annealing_schedulers.py │ │ ├── base_trainable_quantizer.py │ │ ├── constants.py │ │ ├── get_quantizer_config.py │ │ ├── get_quantizers.py │ │ ├── quant_utils.py │ │ ├── trainable_quantizer_config.py │ │ ├── training_method.py │ │ └── util.py │ ├── keras │ │ ├── README.md │ │ ├── __init__.py │ │ ├── activation_quantizers │ │ │ ├── __init__.py │ │ │ ├── base_activation_quantizer.py │ │ │ ├── lsq │ │ │ │ ├── __init__.py │ │ │ │ ├── symmetric_lsq.py │ │ │ │ └── uniform_lsq.py │ │ │ └── ste │ │ │ │ ├── __init__.py │ │ │ │ ├── symmetric_ste.py │ │ │ │ └── uniform_ste.py │ │ ├── annealing_schedulers.py │ │ ├── base_keras_quantizer.py │ │ ├── config_serialization.py │ │ ├── load_model.py │ │ ├── quantize_wrapper.py │ │ └── quantizer_utils.py │ └── pytorch │ │ ├── README.md │ │ ├── __init__.py │ │ ├── activation_quantizers │ │ ├── __init__.py │ │ ├── base_activation_quantizer.py │ │ ├── lsq │ │ │ ├── __init__.py │ │ │ ├── symmetric_lsq.py │ │ │ └── uniform_lsq.py │ │ └── ste │ │ │ ├── __init__.py │ │ │ ├── symmetric_ste.py │ │ │ └── uniform_ste.py │ │ ├── annealing_schedulers.py │ │ ├── base_pytorch_quantizer.py │ │ └── quantizer_utils.py ├── verify_packages.py ├── wrapper │ ├── __init__.py │ ├── constants.py │ └── mct_wrapper.py └── xquant │ ├── __init__.py │ ├── common │ ├── __init__.py │ ├── constants.py │ ├── dataset_utils.py │ ├── model_analyzer.py │ ├── model_folding_utils.py │ ├── similarity_functions.py │ ├── tensorboard_utils.py │ └── xquant_config.py │ ├── keras │ ├── __init__.py │ ├── core_report_generator.py │ ├── dataset_utils.py │ ├── facade_xquant_report.py │ ├── framework_report_utils.py │ ├── keras_report_utils.py │ ├── model_analyzer.py │ ├── similarity_calculator.py │ ├── similarity_functions.py │ └── tensorboard_utils.py │ └── pytorch │ ├── __init__.py │ ├── core_detect_degrade_layer.py │ ├── core_judge_troubleshoot.py │ ├── core_report_generator.py │ ├── dataset_utils.py │ ├── detect_degrade_utils.py │ ├── facade_xquant_report.py │ ├── framework_report_utils.py │ ├── judge_troubleshoot_utils.py │ ├── model_analyzer.py │ ├── pytorch_report_utils.py │ ├── similarity_calculator.py │ ├── similarity_functions.py │ └── tensorboard_utils.py ├── quantization_troubleshooting.md ├── requirements.txt ├── setup.cfg ├── setup.py ├── test_release ├── tests ├── __init__.py ├── common_tests │ ├── __init__.py │ ├── base_feature_test.py │ ├── base_layer_test.py │ ├── base_test.py │ ├── function_tests │ │ ├── __init__.py │ │ ├── test_collectors_manipulation.py │ │ ├── test_edge_matcher.py │ │ ├── test_histogram_collector.py │ │ ├── test_immutable_class.py │ │ ├── test_logger.py │ │ ├── test_resource_utilization_object.py │ │ └── test_threshold_selection.py │ ├── helpers │ │ ├── __init__.py │ │ ├── generate_test_tpc.py │ │ ├── prep_graph_for_func_test.py │ │ ├── tensors_compare.py │ │ └── tpcs_for_tests │ │ │ ├── __init__.py │ │ │ ├── v1 │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ │ ├── v1_lut │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ │ ├── v1_pot │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ │ ├── v2 │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ │ ├── v2_lut │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ │ ├── v3 │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ │ ├── v3_lut │ │ │ ├── __init__.py │ │ │ └── tpc.py │ │ │ └── v4 │ │ │ ├── __init__.py │ │ │ └── tpc.py │ ├── pruning │ │ ├── __init__.py │ │ ├── constant_importance_metric.py │ │ └── random_importance_metric.py │ └── test_doc_examples.py ├── doc_tests │ ├── __init__.py │ └── test_docs_links.py ├── external_tests │ ├── __init__.py │ ├── keras_tests │ │ ├── __init__.py │ │ └── models_tests │ │ │ ├── __init__.py │ │ │ ├── test_networks_runner.py │ │ │ └── test_networks_runner_float.py │ └── pytorch_tests │ │ └── __init__.py ├── keras_tests │ ├── __init__.py │ ├── custom_layers_tests │ │ ├── __init__.py │ │ └── test_sony_ssd_postprocess_layer.py │ ├── data_generation_tests │ │ ├── __init__.py │ │ ├── base_keras_data_generation_test.py │ │ ├── test_keras_data_generation_runner.py │ │ └── test_scheduler_step.py │ ├── exporter_tests │ │ ├── __init__.py │ │ ├── constants.py │ │ ├── keras_fake_quant │ │ │ ├── __init__.py │ │ │ ├── keras_fake_quant_exporter_base_test.py │ │ │ └── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── conv2d_test.py │ │ │ │ ├── conv2dtranspose_test.py │ │ │ │ ├── dense_test.py │ │ │ │ ├── dwconv2d_test.py │ │ │ │ ├── multiple_inputs_test.py │ │ │ │ ├── no_quant_test.py │ │ │ │ └── tfoplambda_test.py │ │ ├── keras_mctq │ │ │ ├── __init__.py │ │ │ ├── keras_mctq_exporter_base_test.py │ │ │ └── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── conv2d_test.py │ │ │ │ ├── conv2dtranspose_test.py │ │ │ │ ├── dense_test.py │ │ │ │ ├── dwconv2d_test.py │ │ │ │ ├── multiple_inputs_test.py │ │ │ │ ├── no_quant_test.py │ │ │ │ └── tfoplambda_test.py │ │ ├── test_runner.py │ │ ├── tflite_fake_quant │ │ │ ├── __init__.py │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── conv2d_test.py │ │ │ │ └── dense_test.py │ │ │ └── tflite_fake_quant_exporter_base_test.py │ │ └── tflite_int8 │ │ │ ├── __init__.py │ │ │ ├── imx500_int8_tpc.py │ │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── conv2d_test.py │ │ │ ├── dense_test.py │ │ │ ├── depthwiseconv2d_test.py │ │ │ └── mobilenetv2_test.py │ │ │ └── tflite_int8_exporter_base_test.py │ ├── feature_networks_tests │ │ ├── __init__.py │ │ ├── base_keras_feature_test.py │ │ ├── feature_networks │ │ │ ├── __init__.py │ │ │ ├── activation_16bit_test.py │ │ │ ├── activation_bias_correction_test.py │ │ │ ├── activation_decomposition_test.py │ │ │ ├── activation_relu_bound_to_power_of_2_test.py │ │ │ ├── add_same_test.py │ │ │ ├── bias_correction_dw_test.py │ │ │ ├── bn_attributes_quantization_test.py │ │ │ ├── bn_folding_test.py │ │ │ ├── compute_max_cut_test.py │ │ │ ├── concatination_threshold_update.py │ │ │ ├── const_quantization_test.py │ │ │ ├── const_representation_test.py │ │ │ ├── conv_bn_relu_residual_test.py │ │ │ ├── conv_func_substitutions_test.py │ │ │ ├── decompose_separable_conv_test.py │ │ │ ├── experimental_exporter_test.py │ │ │ ├── gptq │ │ │ │ ├── __init__.py │ │ │ │ ├── gptq_conv.py │ │ │ │ ├── gptq_per_tensor.py │ │ │ │ └── gptq_test.py │ │ │ ├── input_scaling_test.py │ │ │ ├── linear_collapsing_test.py │ │ │ ├── lut_quantizer.py │ │ │ ├── manual_bit_selection.py │ │ │ ├── matmul_substitution_test.py │ │ │ ├── metadata_test.py │ │ │ ├── mixed_precision_bops_test.py │ │ │ ├── mixed_precision_tests.py │ │ │ ├── multi_head_attention_test.py │ │ │ ├── multi_inputs_to_node_test.py │ │ │ ├── multiple_inputs_model_test.py │ │ │ ├── multiple_inputs_node_tests.py │ │ │ ├── multiple_output_nodes_multiple_tensors_test.py │ │ │ ├── multiple_outputs_node_tests.py │ │ │ ├── nested_networks │ │ │ │ ├── __init__.py │ │ │ │ ├── nested_model_multiple_inputs_test.py │ │ │ │ ├── nested_model_multiple_outputs_test.py │ │ │ │ ├── nested_model_unused_inputs_outputs_test.py │ │ │ │ └── nested_test.py │ │ │ ├── network_editor │ │ │ │ ├── __init__.py │ │ │ │ ├── change_qc_attr_test.py │ │ │ │ ├── edit_error_method_test.py │ │ │ │ ├── edit_qc_test.py │ │ │ │ └── node_filter_test.py │ │ │ ├── output_in_middle_test.py │ │ │ ├── per_tensor_weight_quantization_test.py │ │ │ ├── qat │ │ │ │ ├── __init__.py │ │ │ │ └── qat_test.py │ │ │ ├── relu_replacement_test.py │ │ │ ├── remove_identity_test.py │ │ │ ├── residual_collapsing_test.py │ │ │ ├── reused_layer_mixed_precision_test.py │ │ │ ├── reused_layer_test.py │ │ │ ├── reused_separable_test.py │ │ │ ├── scale_equalization_test.py │ │ │ ├── second_moment_correction_test.py │ │ │ ├── shift_neg_activation_test.py │ │ │ ├── sigmoid_mul_substitution_test.py │ │ │ ├── slicing_op_lambda_test.py │ │ │ ├── softmax_shift_test.py │ │ │ ├── split_concatenate_test.py │ │ │ ├── split_conv_bug_test.py │ │ │ ├── symmetric_threshold_selection_activation_test.py │ │ │ ├── tanh_activation_test.py │ │ │ ├── test_depthwise_conv2d_replacement.py │ │ │ ├── test_kmeans_quantizer.py │ │ │ ├── tpc_test.py │ │ │ ├── uniform_range_selection_activation_test.py │ │ │ └── weights_mixed_precision_tests.py │ │ └── test_features_runner.py │ ├── function_tests │ │ ├── __init__.py │ │ ├── test_activation_quantization_functions.py │ │ ├── test_activation_quantization_holder_gptq.py │ │ ├── test_activation_weights_composition_substitution.py │ │ ├── test_bn_info_collection.py │ │ ├── test_cfg_candidates_filter.py │ │ ├── test_custom_layer.py │ │ ├── test_doc_examples.py │ │ ├── test_export_keras_fully_quantized_model.py │ │ ├── test_exporting_qat_models.py │ │ ├── test_fix_range_to_zero.py │ │ ├── test_get_gptq_config.py │ │ ├── test_gptq_loss_functions.py │ │ ├── test_gptq_soft_quantizer.py │ │ ├── test_graph_max_cut.py │ │ ├── test_hessian_info_calculator.py │ │ ├── test_hessian_service.py │ │ ├── test_hmse_error_method.py │ │ ├── test_kl_error_quantization_configurations.py │ │ ├── test_lut_activation_quanitzer_fake_quant.py │ │ ├── test_lut_activation_quanitzer_params.py │ │ ├── test_lut_quanitzer_params.py │ │ ├── test_node_quantization_configurations.py │ │ ├── test_quant_config_filtering.py │ │ ├── test_quantization_configurations.py │ │ ├── test_sensitivity_eval_non_suppoerted_output.py │ │ ├── test_sensitivity_metric_interest_points.py │ │ ├── test_symmetric_threshold_selection_weights.py │ │ ├── test_uniform_quantize_tensor.py │ │ ├── test_uniform_range_selection_weights.py │ │ ├── test_unsupported_custom_layer.py │ │ └── test_weights_activation_split_substitution.py │ ├── graph_tests │ │ ├── __init__.py │ │ ├── test_graph_reading.py │ │ ├── test_max_cut_astar.py │ │ └── test_memory_graph.py │ ├── layer_tests │ │ ├── __init__.py │ │ ├── base_keras_layer_test.py │ │ └── test_layers_runner.py │ ├── non_parallel_tests │ │ ├── __init__.py │ │ ├── test_keras_tpc.py │ │ ├── test_lp_search_bitwidth.py │ │ └── test_tensorboard_writer.py │ ├── pruning_tests │ │ ├── __init__.py │ │ ├── feature_networks │ │ │ ├── __init__.py │ │ │ ├── networks_tests │ │ │ │ ├── __init__.py │ │ │ │ ├── conv2d_conv2dtranspose_pruning_test.py │ │ │ │ ├── conv2d_pruning_test.py │ │ │ │ ├── conv2dtranspose_conv2d_pruning_test.py │ │ │ │ ├── conv2dtranspose_pruning_test.py │ │ │ │ └── dense_pruning_test.py │ │ │ ├── pruning_keras_feature_test.py │ │ │ └── test_pruning_feature_networks.py │ │ ├── test_memory_calculator.py │ │ ├── test_pretrained_models.py │ │ └── test_pruning_info.py │ ├── tpc_keras.py │ ├── trainable_infrastructure_tests │ │ ├── __init__.py │ │ ├── base_keras_trainable_infra_test.py │ │ ├── test_keras_trainable_infra_runner.py │ │ └── trainable_keras │ │ │ ├── __init__.py │ │ │ ├── test_get_quantizers.py │ │ │ └── test_keras_base_quantizer.py │ ├── utils.py │ └── xquant_tests │ │ ├── __init__.py │ │ ├── test_model_analyzer.py │ │ ├── test_similarity_functions.py │ │ └── test_xquant_end2end.py └── pytorch_tests │ ├── __init__.py │ ├── constants.py │ ├── data_generation_tests │ ├── __init__.py │ ├── base_pytorch_data_generation_test.py │ └── test_pytorch_data_generation_runner.py │ ├── exporter_tests │ ├── __init__.py │ ├── base_pytorch_export_test.py │ ├── base_pytorch_onnx_export_test.py │ ├── custom_ops_tests │ │ ├── __init__.py │ │ ├── test_export_lut_symmetric_onnx_quantizers.py │ │ ├── test_export_pot_onnx_quantizers.py │ │ ├── test_export_symmetric_onnx_quantizers.py │ │ └── test_export_uniform_onnx_quantizers.py │ ├── test_exporting_qat_models.py │ ├── test_onnx_multiple_inputs.py │ ├── test_onnx_multiple_inputs_and_outputs.py │ ├── test_onnx_multiple_outputs.py │ └── test_runner.py │ ├── function_tests │ ├── __init__.py │ ├── bn_info_collection_test.py │ ├── get_gptq_config_test.py │ ├── set_device_test.py │ ├── test_activation_quantization_functions.py │ ├── test_activation_quantization_holder_gptq.py │ ├── test_device_manager.py │ ├── test_doc_examples.py │ ├── test_export_pytorch_fully_quantized_model.py │ ├── test_fully_quantized_exporter.py │ ├── test_function_runner.py │ ├── test_gptq_soft_quantizer.py │ ├── test_hessian_info_calculator.py │ ├── test_hessian_service.py │ ├── test_lut_activation_quanitzer_fake_quant.py │ ├── test_pytorch_tpc.py │ ├── test_quant_config_filtering.py │ ├── test_quantization_configurations.py │ ├── test_sensitivity_eval_non_supported_output.py │ ├── test_tensorboard_writer.py │ └── test_torch_utils.py │ ├── graph_tests │ ├── __init__.py │ └── test_graph_reading.py │ ├── layer_tests │ ├── __init__.py │ ├── base_pytorch_layer_test.py │ ├── single_layer_models.py │ └── test_layers_runner.py │ ├── model_tests │ ├── __init__.py │ ├── base_pytorch_feature_test.py │ ├── base_pytorch_test.py │ ├── feature_models │ │ ├── __init__.py │ │ ├── activation_16bit_test.py │ │ ├── activation_bias_correction_test.py │ │ ├── add_net_test.py │ │ ├── add_same_test.py │ │ ├── bn_attributes_quantization_test.py │ │ ├── bn_folding_test.py │ │ ├── bn_function_test.py │ │ ├── compute_max_cut_test.py │ │ ├── concat_threshold_test.py │ │ ├── const_quantization_test.py │ │ ├── const_representation_test.py │ │ ├── constant_conv_substitution_test.py │ │ ├── conv2d_replacement_test.py │ │ ├── dynamic_size_inputs_test.py │ │ ├── gptq_test.py │ │ ├── layer_name_test.py │ │ ├── layer_norm_net_test.py │ │ ├── linear_collapsing_test.py │ │ ├── linear_function_test.py │ │ ├── lut_quantizer_test.py │ │ ├── manual_bit_selection.py │ │ ├── matmul_test.py │ │ ├── metadata_test.py │ │ ├── mixed_precision_activation_test.py │ │ ├── mixed_precision_weights_test.py │ │ ├── multi_head_attention_test.py │ │ ├── multiple_output_nodes_multiple_tensors_test.py │ │ ├── multiple_outputs_node_test.py │ │ ├── output_in_the_middle_test.py │ │ ├── parameter_net_test.py │ │ ├── permute_substitution_test.py │ │ ├── qat_test.py │ │ ├── relu_bound_test.py │ │ ├── relu_replacement_test.py │ │ ├── remove_assert_test.py │ │ ├── remove_broken_node_test.py │ │ ├── remove_identity_test.py │ │ ├── reshape_substitution_test.py │ │ ├── residual_collapsing_test.py │ │ ├── reuse_layer_net_test.py │ │ ├── scalar_tensor_test.py │ │ ├── scale_equalization_test.py │ │ ├── scaled_dot_product_attention_test.py │ │ ├── second_moment_correction_test.py │ │ ├── shift_negative_activation_test.py │ │ ├── split_concat_net_test.py │ │ ├── symmetric_activation_test.py │ │ ├── test_softmax_shift.py │ │ ├── torch_tensor_attr_net_test.py │ │ ├── tpc_test.py │ │ └── uniform_activation_test.py │ ├── model_zoo_tests │ │ ├── __init__.py │ │ └── base_model_test.py │ └── test_feature_models_runner.py │ ├── pruning_tests │ ├── __init__.py │ ├── feature_networks │ │ ├── __init__.py │ │ ├── network_tests │ │ │ ├── __init__.py │ │ │ ├── conv2d_conv2dtranspose_pruning_test.py │ │ │ ├── conv2d_pruning_test.py │ │ │ ├── conv2dtranspose_conv2d_pruning_test.py │ │ │ ├── conv2dtranspose_pruning_test.py │ │ │ └── linear_pruning_test.py │ │ ├── pruning_pytorch_feature_test.py │ │ └── test_pruning_feature_networks.py │ └── test_pretrained_models.py │ ├── tpc_pytorch.py │ ├── trainable_infrastructure_tests │ ├── __init__.py │ ├── base_pytorch_trainable_infra_test.py │ ├── test_pytorch_trainable_infra_runner.py │ └── trainable_pytorch │ │ ├── __init__.py │ │ ├── test_pytorch_base_quantizer.py │ │ └── test_pytorch_get_quantizers.py │ ├── utils.py │ └── xquant_tests │ ├── __init__.py │ ├── test_model_analyzer.py │ ├── test_similarity_functions.py │ └── test_xquant_end2end.py ├── tests_pytest ├── __init__.py ├── _fw_tests_common_base │ ├── __init__.py │ ├── base_fusing_test.py │ ├── base_mct_bypass_test.py │ ├── base_ru_data_facade_test.py │ ├── base_ru_integration_test.py │ ├── base_sensitivity_eval_integ_test.py │ ├── base_tpc_attach2fw_test.py │ └── fusing │ │ ├── __init__.py │ │ ├── base_fusing_info_generator_test.py │ │ └── base_graph_with_fusing_metadata_test.py ├── _test_util │ ├── __init__.py │ ├── fw_test_base.py │ ├── graph_builder_utils.py │ └── tpc_util.py ├── common_tests │ ├── __init__.py │ └── unit_tests │ │ ├── __init__.py │ │ ├── core │ │ ├── __init__.py │ │ ├── collectors │ │ │ ├── __init__.py │ │ │ └── test_weighted_histogram_collector.py │ │ ├── graph │ │ │ ├── __init__.py │ │ │ ├── test_base_node.py │ │ │ ├── test_node_quantization.py │ │ │ ├── test_quantization_preserving_node.py │ │ │ └── test_virtual_activation_weights_node.py │ │ ├── mixed_precision │ │ │ ├── __init__.py │ │ │ ├── resource_utilization_tools │ │ │ │ ├── __init__.py │ │ │ │ ├── test_resource_utilization_calculator.py │ │ │ │ └── test_resource_utilization_data.py │ │ │ ├── search_methods │ │ │ │ ├── __init__.py │ │ │ │ └── test_linear_programming_solver.py │ │ │ ├── sensitivity_eval │ │ │ │ ├── test_custom_metric_calculator.py │ │ │ │ ├── test_distance_calculator.py │ │ │ │ └── test_sensitivity_evaluator.py │ │ │ ├── test_filter_candidates_for_mixed_precision.py │ │ │ ├── test_greedy_solution_refinement.py │ │ │ └── test_mp_search_manager.py │ │ ├── quantization │ │ │ ├── __init__.py │ │ │ ├── node_quantization_config │ │ │ │ ├── __init__.py │ │ │ │ └── test_node_weights_quantization_config.py │ │ │ ├── quantization_configurations │ │ │ │ ├── __init__.py │ │ │ │ └── test_node_quantization_config.py │ │ │ ├── quantization_params_selection │ │ │ │ ├── __init__.py │ │ │ │ └── test_qarams_activations_computation.py │ │ │ └── test_manual_bitwidth_selection.py │ │ └── test_fusion_info.py │ │ ├── target_platform_capabilities │ │ ├── __init__.py │ │ ├── test_tpc.py │ │ ├── test_tpc_stack.py │ │ └── test_tpc_v2.py │ │ ├── test_model_collector.py │ │ └── xquant │ │ ├── __init__.py │ │ └── test_xquant_config.py ├── conftest.py ├── keras_tests │ ├── __init__.py │ ├── e2e_tests │ │ ├── __init__.py │ │ ├── post_training_quantization_tests │ │ │ ├── __init__.py │ │ │ └── test_quantization_methods.py │ │ ├── test_fusing.py │ │ ├── test_mct_bypass.py │ │ ├── test_ru_data_facade.py │ │ ├── test_stack.py │ │ └── wrapper │ │ │ ├── __init__.py │ │ │ └── test_mct_wrapper_keras_e2e.py │ ├── integration_tests │ │ ├── __init__.py │ │ ├── core │ │ │ ├── __init__.py │ │ │ ├── fusion │ │ │ │ ├── __init__.py │ │ │ │ ├── test_fusing_info_generator_keras.py │ │ │ │ └── test_graph_with_fusing_metadata_keras.py │ │ │ ├── mixed_precision │ │ │ │ ├── __init__.py │ │ │ │ ├── test_resource_utilization.py │ │ │ │ └── test_sensitivity_evaluation.py │ │ │ └── test_fw_implementation.py │ │ └── wrapper │ │ │ ├── __init__.py │ │ │ └── test_mct_wrapper_keras_integ.py │ ├── keras_test_util │ │ ├── __init__.py │ │ └── keras_test_mixin.py │ └── unit_tests │ │ ├── __init__.py │ │ ├── core │ │ ├── __init__.py │ │ ├── mixed_precision │ │ │ └── test_set_quant_layer_to_bitwidth.py │ │ └── test_data_util.py │ │ ├── gptq │ │ ├── __init__.py │ │ └── test_gradual_act_quantization.py │ │ ├── target_platform_capabilities │ │ ├── __init__.py │ │ └── targetplatform2framework │ │ │ ├── __init__.py │ │ │ └── test_attach2keras.py │ │ ├── trainable_infrastructure │ │ ├── __init__.py │ │ └── test_linear_annealing.py │ │ ├── wrapper │ │ ├── __init__.py │ │ └── test_mct_wrapper_keras_unit.py │ │ └── xquant │ │ ├── __init__.py │ │ └── test_similarity_calculator.py └── pytorch_tests │ ├── __init__.py │ ├── e2e_tests │ ├── __init__.py │ ├── mixed_precision │ │ ├── __init__.py │ │ └── test_mixed_precision.py │ ├── post_training_quantization_tests │ │ ├── __init__.py │ │ └── test_quantization_error_methods.py │ ├── test_exporter.py │ ├── test_fusing.py │ ├── test_mct_bypass.py │ ├── test_multiclass_nms_obb.py │ ├── test_quantization_preserving_holder.py │ ├── test_ru_data_facade.py │ ├── test_stack.py │ ├── test_take.py │ ├── test_weights_manual_selection_bitwidth.py │ ├── test_xquant_troubleshoot_end2end.py │ └── wrapper │ │ ├── __init__.py │ │ └── test_mct_wrapper_pytorch_e2e.py │ ├── integration_tests │ ├── __init__.py │ ├── core │ │ ├── __init__.py │ │ ├── back2framework │ │ │ ├── __init__.py │ │ │ └── test_weights_reuse.py │ │ ├── fusion │ │ │ ├── __init__.py │ │ │ ├── test_fusing_info_generator_torch.py │ │ │ └── test_graph_with_fusing_metadata_torch.py │ │ ├── graph_substitutions │ │ │ ├── __init__.py │ │ │ └── substitutions │ │ │ │ ├── __init__.py │ │ │ │ └── test_convtasnet_dynamic_output_size.py │ │ ├── mixed_precision │ │ │ ├── __init__.py │ │ │ ├── test_resource_utilization.py │ │ │ └── test_sensitivity_evaluation.py │ │ ├── quantization │ │ │ └── test_set_node_quantization_config.py │ │ └── test_fw_implementation.py │ ├── exporter │ │ ├── __init__.py │ │ ├── test_onnx_input_output.py │ │ └── test_onnx_metadata.py │ ├── wrapper │ │ ├── __init__.py │ │ └── test_mct_wrapper_pytorch_integ.py │ └── xquant │ │ ├── __init__.py │ │ ├── test_core_judge_troubleshoot.py │ │ └── test_core_report_generator_troubleshoot.py │ ├── torch_test_util │ ├── __init__.py │ └── torch_test_mixin.py │ └── unit_tests │ ├── __init__.py │ ├── core │ ├── __init__.py │ ├── back2framework │ │ └── test_pytorch_model_builder.py │ ├── mixed_precision │ │ └── test_set_quant_layer_to_bitwidth.py │ ├── reader │ │ ├── __init__.py │ │ └── test_assert_to_operation.py │ └── test_data_util.py │ ├── exporter │ └── model_wrapper │ │ └── builder │ │ └── test_get_activation_quantizer_holder_quantization_preserving.py │ ├── gptq │ ├── __init__.py │ ├── test_annealing_cfg.py │ └── test_gradual_act_quantization.py │ ├── target_platform_capabilities │ ├── __init__.py │ └── targetplatform2framework │ │ ├── __init__.py │ │ ├── test_attach2pytorch.py │ │ └── test_attach2pytorch_multiclass_nms_obb.py │ ├── trainable_infrastructure │ ├── __init__.py │ └── test_linear_annealing.py │ ├── wrapper │ ├── __init__.py │ └── test_mct_wrapper_pytorch_unit.py │ └── xquant │ ├── __init__.py │ ├── test_core_detect_degrade_layer.py │ ├── test_judge_troubleshoot_utils.py │ └── test_similarity_calculator.py └── tutorials ├── README.md ├── __init__.py ├── notebooks ├── __init__.py ├── imx500_notebooks │ ├── __init__.py │ └── keras │ │ ├── __init__.py │ │ └── example_keras_mobilenetv2_for_imx500.ipynb ├── mct_features_notebooks │ ├── README.md │ ├── __init__.py │ ├── keras │ │ ├── __init__.py │ │ ├── example_keras_activation_threshold_search.ipynb │ │ ├── example_keras_activation_z_score_threshold.ipynb │ │ ├── example_keras_export.ipynb │ │ ├── example_keras_mct_wrapper.ipynb │ │ ├── example_keras_mobilenet_gptq.ipynb │ │ ├── example_keras_mobilenet_mixed_precision.ipynb │ │ ├── example_keras_network_editor.ipynb │ │ ├── example_keras_post-training_quantization.ipynb │ │ ├── example_keras_pruning_mnist.ipynb │ │ ├── example_keras_qat.ipynb │ │ └── example_keras_xquant.ipynb │ └── pytorch │ │ ├── __init__.py │ │ ├── example_pytorch_activation_threshold_search.ipynb │ │ ├── example_pytorch_activation_z_score_threshold.ipynb │ │ ├── example_pytorch_data_generation.ipynb │ │ ├── example_pytorch_export.ipynb │ │ ├── example_pytorch_mct_wrapper.ipynb │ │ ├── example_pytorch_mixed_precision_ptq.ipynb │ │ ├── example_pytorch_mobilenet_gptq.ipynb │ │ ├── example_pytorch_post_training_quantization.ipynb │ │ ├── example_pytorch_pruning_mnist.ipynb │ │ └── example_pytorch_xquant.ipynb └── task_notebooks │ ├── README.md │ ├── __init__.py │ └── pytorch │ ├── __init__.py │ ├── example_deeplabv3p_pytorch_mixed_precision_ptq.ipynb │ ├── example_posenet_pytorch_mixed_precision_ptq.ipynb │ └── example_yolox_pytorch_mixed_precision_ptq.ipynb └── resources └── scripts └── prepare_imagenet.sh /.github/ISSUE_TEMPLATE/mct_issue_template.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/ISSUE_TEMPLATE/mct_issue_template.yaml -------------------------------------------------------------------------------- /.github/dependabot.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/dependabot.yml -------------------------------------------------------------------------------- /.github/dependency-review-config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/dependency-review-config.yml -------------------------------------------------------------------------------- /.github/labeler.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/labeler.yml -------------------------------------------------------------------------------- /.github/pull_request_template.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/pull_request_template.md -------------------------------------------------------------------------------- /.github/workflows/build_docs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/build_docs.yml -------------------------------------------------------------------------------- /.github/workflows/dependency_review.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/dependency_review.yml -------------------------------------------------------------------------------- /.github/workflows/label.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/label.yml -------------------------------------------------------------------------------- /.github/workflows/link_checker.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/link_checker.yml -------------------------------------------------------------------------------- /.github/workflows/publish_release.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/publish_release.yml -------------------------------------------------------------------------------- /.github/workflows/run_keras_tests.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_keras_tests.yml -------------------------------------------------------------------------------- /.github/workflows/run_pytorch_tests.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_pytorch_tests.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python310_keras214.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python310_keras214.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python310_keras215.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python310_keras215.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python310_pytorch23.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python310_pytorch23.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python310_pytorch24.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python310_pytorch24.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python310_pytorch25.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python310_pytorch25.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python310_pytorch26.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python310_pytorch26.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python311_keras214.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python311_keras214.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python311_keras215.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python311_keras215.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python311_pytorch23.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python311_pytorch23.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python311_pytorch24.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python311_pytorch24.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python311_pytorch25.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python311_pytorch25.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python311_pytorch26.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python311_pytorch26.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python312_pytorch23.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python312_pytorch23.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python312_pytorch24.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python312_pytorch24.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python312_pytorch25.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python312_pytorch25.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_python312_pytorch26.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_python312_pytorch26.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests_suite_coverage.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/run_tests_suite_coverage.yml -------------------------------------------------------------------------------- /.github/workflows/stale.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/stale.yml -------------------------------------------------------------------------------- /.github/workflows/test_whl_install.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/test_whl_install.yml -------------------------------------------------------------------------------- /.github/workflows/tests_common.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.github/workflows/tests_common.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/.gitignore -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /FAQ.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/FAQ.md -------------------------------------------------------------------------------- /INSTALLATION.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/INSTALLATION.md -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/README.md -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/_config.yml -------------------------------------------------------------------------------- /assets/css/style.scss: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/assets/css/style.scss -------------------------------------------------------------------------------- /docs/.buildinfo: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/.buildinfo -------------------------------------------------------------------------------- /docs/.nojekyll: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/BitWidthConfig.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/BitWidthConfig.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/DataGenerationConfig.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/DataGenerationConfig.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/DefaultDict.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/DefaultDict.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/FrameworkInfo.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/FrameworkInfo.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/GradientPTQConfig.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/GradientPTQConfig.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/PruningConfig.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/PruningConfig.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/PruningInfo.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/PruningInfo.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/QuantizationConfig.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/QuantizationConfig.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/QuantizationErrorMethod.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/QuantizationErrorMethod.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/ResourceUtilization.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/ResourceUtilization.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/Wrapper.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/Wrapper.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/classes/XQuantConfig.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/classes/XQuantConfig.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/index.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/index.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/methods/get_keras_gptq_config.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/methods/get_keras_gptq_config.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/methods/get_pytroch_gptq_config.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/methods/get_pytroch_gptq_config.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/methods/keras_kpi_data.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/methods/keras_kpi_data.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/methods/pytorch_kpi_data.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/methods/pytorch_kpi_data.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/methods/set_logger_path.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/methods/set_logger_path.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/modules/core_config.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/modules/core_config.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/modules/debug_config.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/modules/debug_config.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/modules/exporter.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/modules/exporter.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/modules/layer_filters.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/modules/layer_filters.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/modules/network_editor.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/modules/network_editor.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/modules/qat_config.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/modules/qat_config.rst.txt -------------------------------------------------------------------------------- /docs/_sources/api/api_docs/notes/tpc_note.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/api/api_docs/notes/tpc_note.rst.txt -------------------------------------------------------------------------------- /docs/_sources/guidelines/XQuant_Extension_Tool.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/guidelines/XQuant_Extension_Tool.rst.txt -------------------------------------------------------------------------------- /docs/_sources/guidelines/visualization.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/guidelines/visualization.rst.txt -------------------------------------------------------------------------------- /docs/_sources/index.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/_sources/index.rst.txt -------------------------------------------------------------------------------- /docs/api/api_docs/classes/BitWidthConfig.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/BitWidthConfig.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/DataGenerationConfig.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/DataGenerationConfig.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/DefaultDict.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/DefaultDict.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/FrameworkInfo.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/FrameworkInfo.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/GradientPTQConfig.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/GradientPTQConfig.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/MixedPrecisionQuantizationConfig.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/MixedPrecisionQuantizationConfig.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/PruningConfig.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/PruningConfig.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/PruningInfo.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/PruningInfo.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/QuantizationConfig.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/QuantizationConfig.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/QuantizationErrorMethod.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/QuantizationErrorMethod.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/ResourceUtilization.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/ResourceUtilization.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/Wrapper.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/Wrapper.html -------------------------------------------------------------------------------- /docs/api/api_docs/classes/XQuantConfig.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/classes/XQuantConfig.html -------------------------------------------------------------------------------- /docs/api/api_docs/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/index.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/get_keras_data_generation_config.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/get_keras_data_generation_config.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/get_keras_gptq_config.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/get_keras_gptq_config.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/get_pytorch_data_generation_config.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/get_pytorch_data_generation_config.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/get_pytroch_gptq_config.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/get_pytroch_gptq_config.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/get_target_platform_capabilities.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/get_target_platform_capabilities.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/keras_data_generation_experimental.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/keras_data_generation_experimental.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/keras_kpi_data.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/keras_kpi_data.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/keras_load_quantizad_model.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/keras_load_quantizad_model.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/keras_post_training_quantization.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/keras_post_training_quantization.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/keras_pruning_experimental.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/keras_pruning_experimental.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/pytorch_kpi_data.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/pytorch_kpi_data.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/pytorch_post_training_quantization.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/pytorch_post_training_quantization.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/pytorch_pruning_experimental.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/pytorch_pruning_experimental.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/set_logger_path.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/set_logger_path.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/xquant_report_keras_experimental.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/xquant_report_keras_experimental.html -------------------------------------------------------------------------------- /docs/api/api_docs/methods/xquant_report_pytorch_experimental.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/methods/xquant_report_pytorch_experimental.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/core_config.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/core_config.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/debug_config.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/debug_config.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/exporter.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/exporter.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/layer_filters.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/layer_filters.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/network_editor.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/network_editor.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/qat_config.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/qat_config.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/target_platform_capabilities.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/target_platform_capabilities.html -------------------------------------------------------------------------------- /docs/api/api_docs/modules/trainable_infrastructure.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/modules/trainable_infrastructure.html -------------------------------------------------------------------------------- /docs/api/api_docs/notes/tpc_note.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/api/api_docs/notes/tpc_note.html -------------------------------------------------------------------------------- /docs/docs_troubleshoot/.buildinfo: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/.buildinfo -------------------------------------------------------------------------------- /docs/docs_troubleshoot/.nojekyll: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /docs/docs_troubleshoot/_sources/index.rst.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/_sources/index.rst.txt -------------------------------------------------------------------------------- /docs/docs_troubleshoot/genindex.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/genindex.html -------------------------------------------------------------------------------- /docs/docs_troubleshoot/images/PReLU.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/images/PReLU.png -------------------------------------------------------------------------------- /docs/docs_troubleshoot/images/collapse_layers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/images/collapse_layers.png -------------------------------------------------------------------------------- /docs/docs_troubleshoot/images/outlier_removal.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/images/outlier_removal.png -------------------------------------------------------------------------------- /docs/docs_troubleshoot/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/index.html -------------------------------------------------------------------------------- /docs/docs_troubleshoot/objects.inv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/objects.inv -------------------------------------------------------------------------------- /docs/docs_troubleshoot/search.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/search.html -------------------------------------------------------------------------------- /docs/docs_troubleshoot/searchindex.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/searchindex.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/background_b01.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/background_b01.png -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/basic.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/basic.css -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/bizstyle.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/bizstyle.css -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/bizstyle.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/bizstyle.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/css/custom.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/css/custom.css -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/css3-mediaqueries.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/css3-mediaqueries.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/css3-mediaqueries_src.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/css3-mediaqueries_src.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/doctools.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/doctools.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/documentation_options.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/documentation_options.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/file.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/file.png -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/language_data.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/language_data.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/minus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/minus.png -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/plus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/plus.png -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/pygments.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/pygments.css -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/searchtools.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/searchtools.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/static/sphinx_highlight.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/static/sphinx_highlight.js -------------------------------------------------------------------------------- /docs/docs_troubleshoot/troubleshoots/bias_correction.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/troubleshoots/bias_correction.html -------------------------------------------------------------------------------- /docs/docs_troubleshoot/troubleshoots/outlier_removal.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/troubleshoots/outlier_removal.html -------------------------------------------------------------------------------- /docs/docs_troubleshoot/troubleshoots/unbalanced_concatenation.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/docs_troubleshoot/troubleshoots/unbalanced_concatenation.html -------------------------------------------------------------------------------- /docs/genindex.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/genindex.html -------------------------------------------------------------------------------- /docs/guidelines/XQuant_Extension_Tool.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/guidelines/XQuant_Extension_Tool.html -------------------------------------------------------------------------------- /docs/guidelines/visualization.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/guidelines/visualization.html -------------------------------------------------------------------------------- /docs/images/cs_compare.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/cs_compare.png -------------------------------------------------------------------------------- /docs/images/flow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/flow.png -------------------------------------------------------------------------------- /docs/images/mp_bitwidth_config.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/mp_bitwidth_config.png -------------------------------------------------------------------------------- /docs/images/outlier.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/outlier.png -------------------------------------------------------------------------------- /docs/images/quant_loss_mse_repr.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/quant_loss_mse_repr.png -------------------------------------------------------------------------------- /docs/images/tbwriter_cosinesimilarity.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_cosinesimilarity.png -------------------------------------------------------------------------------- /docs/images/tbwriter_graphs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_graphs.png -------------------------------------------------------------------------------- /docs/images/tbwriter_graphs2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_graphs2.png -------------------------------------------------------------------------------- /docs/images/tbwriter_graphs3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_graphs3.png -------------------------------------------------------------------------------- /docs/images/tbwriter_histograms.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_histograms.png -------------------------------------------------------------------------------- /docs/images/tbwriter_resources.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_resources.png -------------------------------------------------------------------------------- /docs/images/tbwriter_resources_node.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_resources_node.png -------------------------------------------------------------------------------- /docs/images/tbwriter_scalars.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_scalars.png -------------------------------------------------------------------------------- /docs/images/tbwriter_stages.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tbwriter_stages.png -------------------------------------------------------------------------------- /docs/images/tpc_diagram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/images/tpc_diagram.png -------------------------------------------------------------------------------- /docs/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/index.html -------------------------------------------------------------------------------- /docs/objects.inv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/objects.inv -------------------------------------------------------------------------------- /docs/search.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/search.html -------------------------------------------------------------------------------- /docs/searchindex.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/searchindex.js -------------------------------------------------------------------------------- /docs/static/background_b01.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/background_b01.png -------------------------------------------------------------------------------- /docs/static/basic.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/basic.css -------------------------------------------------------------------------------- /docs/static/bizstyle.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/bizstyle.css -------------------------------------------------------------------------------- /docs/static/bizstyle.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/bizstyle.js -------------------------------------------------------------------------------- /docs/static/css/custom.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/css/custom.css -------------------------------------------------------------------------------- /docs/static/css3-mediaqueries.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/css3-mediaqueries.js -------------------------------------------------------------------------------- /docs/static/css3-mediaqueries_src.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/css3-mediaqueries_src.js -------------------------------------------------------------------------------- /docs/static/doctools.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/doctools.js -------------------------------------------------------------------------------- /docs/static/documentation_options.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/documentation_options.js -------------------------------------------------------------------------------- /docs/static/file.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/file.png -------------------------------------------------------------------------------- /docs/static/language_data.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/language_data.js -------------------------------------------------------------------------------- /docs/static/minus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/minus.png -------------------------------------------------------------------------------- /docs/static/plus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/plus.png -------------------------------------------------------------------------------- /docs/static/pygments.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/pygments.css -------------------------------------------------------------------------------- /docs/static/searchtools.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/searchtools.js -------------------------------------------------------------------------------- /docs/static/sphinx_highlight.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docs/static/sphinx_highlight.js -------------------------------------------------------------------------------- /docsrc/.nojekyll: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /docsrc/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/Makefile -------------------------------------------------------------------------------- /docsrc/images/Classification.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/Classification.png -------------------------------------------------------------------------------- /docsrc/images/ObjDet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/ObjDet.png -------------------------------------------------------------------------------- /docsrc/images/PoseEst.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/PoseEst.png -------------------------------------------------------------------------------- /docsrc/images/SemSeg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/SemSeg.png -------------------------------------------------------------------------------- /docsrc/images/colab-badge.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/colab-badge.svg -------------------------------------------------------------------------------- /docsrc/images/cs_compare.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/cs_compare.png -------------------------------------------------------------------------------- /docsrc/images/eptq_overview.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/eptq_overview.svg -------------------------------------------------------------------------------- /docsrc/images/flow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/flow.png -------------------------------------------------------------------------------- /docsrc/images/mbv2_accuracy_graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mbv2_accuracy_graph.png -------------------------------------------------------------------------------- /docsrc/images/mctDiagramFlow.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mctDiagramFlow.svg -------------------------------------------------------------------------------- /docsrc/images/mctDiagram_clean.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mctDiagram_clean.svg -------------------------------------------------------------------------------- /docsrc/images/mctFlow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mctFlow.png -------------------------------------------------------------------------------- /docsrc/images/mctHeader-cropped.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mctHeader-cropped.svg -------------------------------------------------------------------------------- /docsrc/images/mctHeader1-cropped.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mctHeader1-cropped.svg -------------------------------------------------------------------------------- /docsrc/images/mct_block_diagram.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mct_block_diagram.svg -------------------------------------------------------------------------------- /docsrc/images/mp_bitwidth_config.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/mp_bitwidth_config.png -------------------------------------------------------------------------------- /docsrc/images/outlier.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/outlier.png -------------------------------------------------------------------------------- /docsrc/images/quant_loss_mse_repr.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/quant_loss_mse_repr.png -------------------------------------------------------------------------------- /docsrc/images/quantization_infra.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/quantization_infra.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_cosinesimilarity.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_cosinesimilarity.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_graphs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_graphs.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_graphs2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_graphs2.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_graphs3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_graphs3.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_histograms.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_histograms.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_resources.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_resources.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_resources_node.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_resources_node.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_scalars.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_scalars.png -------------------------------------------------------------------------------- /docsrc/images/tbwriter/tbwriter_stages.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tbwriter/tbwriter_stages.png -------------------------------------------------------------------------------- /docsrc/images/torch_mobilenetv2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/torch_mobilenetv2.png -------------------------------------------------------------------------------- /docsrc/images/tpc.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tpc.jpg -------------------------------------------------------------------------------- /docsrc/images/tpc_diagram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/images/tpc_diagram.png -------------------------------------------------------------------------------- /docsrc/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/make.bat -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/BitWidthConfig.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/BitWidthConfig.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/DataGenerationConfig.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/DataGenerationConfig.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/DefaultDict.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/DefaultDict.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/FrameworkInfo.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/FrameworkInfo.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/GradientPTQConfig.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/GradientPTQConfig.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/PruningConfig.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/PruningConfig.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/PruningInfo.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/PruningInfo.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/QuantizationConfig.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/QuantizationConfig.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/QuantizationErrorMethod.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/QuantizationErrorMethod.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/ResourceUtilization.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/ResourceUtilization.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/Wrapper.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/Wrapper.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/classes/XQuantConfig.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/classes/XQuantConfig.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/index.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/methods/get_keras_gptq_config.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/methods/get_keras_gptq_config.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/methods/get_pytroch_gptq_config.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/methods/get_pytroch_gptq_config.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/methods/keras_kpi_data.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/methods/keras_kpi_data.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/methods/keras_load_quantizad_model.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/methods/keras_load_quantizad_model.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/methods/keras_pruning_experimental.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/methods/keras_pruning_experimental.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/methods/pytorch_kpi_data.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/methods/pytorch_kpi_data.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/methods/set_logger_path.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/methods/set_logger_path.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/modules/core_config.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/modules/core_config.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/modules/debug_config.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/modules/debug_config.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/modules/exporter.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/modules/exporter.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/modules/layer_filters.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/modules/layer_filters.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/modules/network_editor.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/modules/network_editor.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/modules/qat_config.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/modules/qat_config.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/modules/trainable_infrastructure.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/modules/trainable_infrastructure.rst -------------------------------------------------------------------------------- /docsrc/source/api/api_docs/notes/tpc_note.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/api/api_docs/notes/tpc_note.rst -------------------------------------------------------------------------------- /docsrc/source/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/conf.py -------------------------------------------------------------------------------- /docsrc/source/diagrams/tpc.mermaid: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/diagrams/tpc.mermaid -------------------------------------------------------------------------------- /docsrc/source/guidelines/XQuant_Extension_Tool.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/guidelines/XQuant_Extension_Tool.rst -------------------------------------------------------------------------------- /docsrc/source/guidelines/visualization.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/guidelines/visualization.rst -------------------------------------------------------------------------------- /docsrc/source/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/index.rst -------------------------------------------------------------------------------- /docsrc/source/static/css/custom.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source/static/css/custom.css -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/conf.py -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/images/PReLU.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/images/PReLU.png -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/images/collapse_layers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/images/collapse_layers.png -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/images/outlier_removal.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/images/outlier_removal.png -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/index.rst -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/static/css/custom.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/static/css/custom.css -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/troubleshoots/bias_correction.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/troubleshoots/bias_correction.rst -------------------------------------------------------------------------------- /docsrc/source_troubleshoot/troubleshoots/outlier_removal.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/docsrc/source_troubleshoot/troubleshoots/outlier_removal.rst -------------------------------------------------------------------------------- /model_compression_toolkit/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/analyzer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/analyzer.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/back2framework/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/back2framework/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/base_substitutions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/base_substitutions.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/collectors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/collectors/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/collectors/base_collector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/collectors/base_collector.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/collectors/mean_collector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/collectors/mean_collector.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/framework_implementation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/framework_implementation.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/framework_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/framework_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/fusion/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/fusion/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/fusion/fusing_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/fusion/fusing_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/fusion/graph_fuser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/fusion/graph_fuser.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/base_graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/base_graph.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/base_node.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/base_node.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/edge.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/edge.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/functional_node.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/functional_node.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/graph_matchers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/graph_matchers.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/graph_searches.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/graph_searches.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/graph/memory_graph/cut.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/graph/memory_graph/cut.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/hessian/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/hessian/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/matchers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/matchers/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/matchers/base_matcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/matchers/base_matcher.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/matchers/edge_matcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/matchers/edge_matcher.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/matchers/function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/matchers/function.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/matchers/node_matcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/matchers/node_matcher.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/matchers/walk_matcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/matchers/walk_matcher.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/memory_computation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/memory_computation.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/mixed_precision/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/mixed_precision/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/model_builder_mode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/model_builder_mode.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/model_collector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/model_collector.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/model_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/model_validation.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/network_editors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/network_editors/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/network_editors/actions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/network_editors/actions.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/node_prior_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/node_prior_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/channels_grouping.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/channels_grouping.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/mask/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/mask/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/memory_calculator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/memory_calculator.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/prune_graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/prune_graph.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/pruner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/pruner.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/pruning_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/pruning_config.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/pruning_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/pruning_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/pruning/pruning_section.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/pruning/pruning_section.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/quantization/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/quantization/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/quantization/core_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/quantization/core_config.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/quantization/debug_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/quantization/debug_config.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/similarity_analyzer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/similarity_analyzer.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/substitutions/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/substitutions/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/user_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/user_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/common/visualization/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/common/visualization/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/graph_prep_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/graph_prep_runner.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/back2framework/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/back2framework/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/custom_layer_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/custom_layer_validation.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/data_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/data_util.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/default_framework_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/default_framework_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/hessian/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/hessian/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/keras_implementation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/keras_implementation.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/keras_model_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/keras_model_validation.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/keras_node_prior_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/keras_node_prior_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/mixed_precision/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/mixed_precision/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/pruning/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/pruning/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/quantizer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/quantizer/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/quantizer/lut_fake_quant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/quantizer/lut_fake_quant.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/reader/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/reader/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/reader/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/reader/common.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/reader/node_builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/reader/node_builder.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/reader/reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/reader/reader.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/tf_tensor_numpy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/tf_tensor_numpy.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/keras/visualization/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/keras/visualization/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/back2framework/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/back2framework/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/data_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/data_util.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/default_framework_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/default_framework_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/hessian/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/hessian/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/mixed_precision/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/mixed_precision/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/pruning/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/pruning/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/pytorch_device_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/pytorch_device_config.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/pytorch_implementation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/pytorch_implementation.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/pytorch_node_prior_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/pytorch_node_prior_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/quantizer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/quantizer/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/quantizer/lut_fake_quant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/quantizer/lut_fake_quant.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/reader/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/reader/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/reader/graph_builders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/reader/graph_builders.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/reader/node_holders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/reader/node_holders.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/reader/reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/reader/reader.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/pytorch/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/pytorch/utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/quantization_prep_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/quantization_prep_runner.py -------------------------------------------------------------------------------- /model_compression_toolkit/core/runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/core/runner.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/common/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/common/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/common/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/common/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/common/enums.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/common/enums.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/common/image_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/common/image_pipeline.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/keras/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/keras/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/keras/image_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/keras/image_pipeline.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/pytorch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/pytorch/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/data_generation/pytorch/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/data_generation/pytorch/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/defaultdict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/defaultdict.py -------------------------------------------------------------------------------- /model_compression_toolkit/exporter/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/exporter/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/exporter/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/exporter/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/exporter/model_exporter/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/exporter/model_exporter/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/exporter/model_wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/exporter/model_wrapper/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/exporter/model_wrapper/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/exporter/model_wrapper/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/common/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/common/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/common/gptq_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/common/gptq_config.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/common/gptq_constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/common/gptq_constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/common/gptq_graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/common/gptq_graph.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/common/gptq_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/common/gptq_training.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/common/regularization_factory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/common/regularization_factory.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/gptq_keras_implementation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/gptq_keras_implementation.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/gptq_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/gptq_loss.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/gptq_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/gptq_training.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/graph_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/graph_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/quantization_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/quantization_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/quantizer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/quantizer/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/keras/quantizer/quant_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/keras/quantizer/quant_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/pytorch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/pytorch/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/pytorch/gptq_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/pytorch/gptq_loss.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/pytorch/gptq_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/pytorch/gptq_training.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/pytorch/graph_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/pytorch/graph_info.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/pytorch/quantization_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/pytorch/quantization_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/pytorch/quantizer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/pytorch/quantizer/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/pytorch/quantizer/quant_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/pytorch/quantizer/quant_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/gptq/runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/gptq/runner.py -------------------------------------------------------------------------------- /model_compression_toolkit/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/logger.py -------------------------------------------------------------------------------- /model_compression_toolkit/metadata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/metadata.py -------------------------------------------------------------------------------- /model_compression_toolkit/pruning/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/pruning/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/pruning/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/pruning/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/pruning/keras/pruning_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/pruning/keras/pruning_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/pruning/pytorch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/pruning/pytorch/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/pruning/pytorch/pruning_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/pruning/pytorch/pruning_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/ptq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/ptq/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/ptq/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/ptq/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/ptq/keras/quantization_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/ptq/keras/quantization_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/ptq/pytorch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/ptq/pytorch/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/ptq/pytorch/quantization_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/ptq/pytorch/quantization_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/ptq/runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/ptq/runner.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/common/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/common/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/common/qat_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/common/qat_config.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/quantization_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/quantization_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/quantizer/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/quantizer/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/quantizer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/quantizer/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/quantizer/lsq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/quantizer/lsq/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/quantizer/lsq/symmetric_lsq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/quantizer/lsq/symmetric_lsq.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/quantizer/lsq/uniform_lsq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/quantizer/lsq/uniform_lsq.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/keras/quantizer/quant_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/keras/quantizer/quant_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/quantization_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/quantization_facade.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/quantizer/DQA/dqa_uniform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/quantizer/DQA/dqa_uniform.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/quantizer/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/quantizer/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/quantizer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/quantizer/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/quantizer/lsq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/quantizer/lsq/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/qat/pytorch/quantizer/lsq/uniform_lsq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/qat/pytorch/quantizer/lsq/uniform_lsq.py -------------------------------------------------------------------------------- /model_compression_toolkit/target_platform_capabilities/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/target_platform_capabilities/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/target_platform_capabilities/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/target_platform_capabilities/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/target_platform_capabilities/tpc_models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /model_compression_toolkit/trainable_infrastructure/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/trainable_infrastructure/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/trainable_infrastructure/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/trainable_infrastructure/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/trainable_infrastructure/common/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/trainable_infrastructure/common/util.py -------------------------------------------------------------------------------- /model_compression_toolkit/trainable_infrastructure/keras/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/trainable_infrastructure/keras/README.md -------------------------------------------------------------------------------- /model_compression_toolkit/verify_packages.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/verify_packages.py -------------------------------------------------------------------------------- /model_compression_toolkit/wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/wrapper/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/wrapper/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/wrapper/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/wrapper/mct_wrapper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/wrapper/mct_wrapper.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/constants.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/dataset_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/dataset_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/model_analyzer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/model_analyzer.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/model_folding_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/model_folding_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/similarity_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/similarity_functions.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/tensorboard_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/tensorboard_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/common/xquant_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/common/xquant_config.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/core_report_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/core_report_generator.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/dataset_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/dataset_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/facade_xquant_report.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/facade_xquant_report.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/framework_report_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/framework_report_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/keras_report_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/keras_report_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/model_analyzer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/model_analyzer.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/similarity_calculator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/similarity_calculator.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/similarity_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/similarity_functions.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/keras/tensorboard_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/keras/tensorboard_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/__init__.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/core_report_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/core_report_generator.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/dataset_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/dataset_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/detect_degrade_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/detect_degrade_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/facade_xquant_report.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/facade_xquant_report.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/framework_report_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/framework_report_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/model_analyzer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/model_analyzer.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/pytorch_report_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/pytorch_report_utils.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/similarity_calculator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/similarity_calculator.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/similarity_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/similarity_functions.py -------------------------------------------------------------------------------- /model_compression_toolkit/xquant/pytorch/tensorboard_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/model_compression_toolkit/xquant/pytorch/tensorboard_utils.py -------------------------------------------------------------------------------- /quantization_troubleshooting.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/quantization_troubleshooting.md -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/setup.py -------------------------------------------------------------------------------- /test_release: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/test_release -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/base_feature_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/base_feature_test.py -------------------------------------------------------------------------------- /tests/common_tests/base_layer_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/base_layer_test.py -------------------------------------------------------------------------------- /tests/common_tests/base_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/base_test.py -------------------------------------------------------------------------------- /tests/common_tests/function_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/function_tests/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/function_tests/test_collectors_manipulation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/function_tests/test_collectors_manipulation.py -------------------------------------------------------------------------------- /tests/common_tests/function_tests/test_edge_matcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/function_tests/test_edge_matcher.py -------------------------------------------------------------------------------- /tests/common_tests/function_tests/test_histogram_collector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/function_tests/test_histogram_collector.py -------------------------------------------------------------------------------- /tests/common_tests/function_tests/test_immutable_class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/function_tests/test_immutable_class.py -------------------------------------------------------------------------------- /tests/common_tests/function_tests/test_logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/function_tests/test_logger.py -------------------------------------------------------------------------------- /tests/common_tests/function_tests/test_threshold_selection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/function_tests/test_threshold_selection.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/generate_test_tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/generate_test_tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/prep_graph_for_func_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/prep_graph_for_func_test.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tensors_compare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tensors_compare.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v1/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v1/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v1/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v1/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v1_lut/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v1_lut/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v1_lut/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v1_lut/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v1_pot/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v1_pot/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v1_pot/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v1_pot/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v2/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v2/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v2/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v2/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v2_lut/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v2_lut/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v2_lut/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v2_lut/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v3/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v3/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v3/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v3/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v3_lut/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v3_lut/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v3_lut/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v3_lut/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v4/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v4/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/helpers/tpcs_for_tests/v4/tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/helpers/tpcs_for_tests/v4/tpc.py -------------------------------------------------------------------------------- /tests/common_tests/pruning/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/pruning/__init__.py -------------------------------------------------------------------------------- /tests/common_tests/pruning/constant_importance_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/pruning/constant_importance_metric.py -------------------------------------------------------------------------------- /tests/common_tests/pruning/random_importance_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/pruning/random_importance_metric.py -------------------------------------------------------------------------------- /tests/common_tests/test_doc_examples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/common_tests/test_doc_examples.py -------------------------------------------------------------------------------- /tests/doc_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/doc_tests/__init__.py -------------------------------------------------------------------------------- /tests/doc_tests/test_docs_links.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/doc_tests/test_docs_links.py -------------------------------------------------------------------------------- /tests/external_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/external_tests/__init__.py -------------------------------------------------------------------------------- /tests/external_tests/keras_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/external_tests/keras_tests/__init__.py -------------------------------------------------------------------------------- /tests/external_tests/keras_tests/models_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/external_tests/keras_tests/models_tests/__init__.py -------------------------------------------------------------------------------- /tests/external_tests/pytorch_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/external_tests/pytorch_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/custom_layers_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/custom_layers_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/data_generation_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/data_generation_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/data_generation_tests/test_scheduler_step.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/data_generation_tests/test_scheduler_step.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/constants.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/keras_fake_quant/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/keras_fake_quant/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/keras_mctq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/keras_mctq/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/keras_mctq/networks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/keras_mctq/networks/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/keras_mctq/networks/dense_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/keras_mctq/networks/dense_test.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/test_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/test_runner.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/tflite_fake_quant/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/tflite_fake_quant/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/tflite_int8/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/tflite_int8/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/tflite_int8/imx500_int8_tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/tflite_int8/imx500_int8_tpc.py -------------------------------------------------------------------------------- /tests/keras_tests/exporter_tests/tflite_int8/networks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/exporter_tests/tflite_int8/networks/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/feature_networks_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/feature_networks_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/feature_networks_tests/test_features_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/feature_networks_tests/test_features_runner.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_bn_info_collection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_bn_info_collection.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_cfg_candidates_filter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_cfg_candidates_filter.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_custom_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_custom_layer.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_doc_examples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_doc_examples.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_exporting_qat_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_exporting_qat_models.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_fix_range_to_zero.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_fix_range_to_zero.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_get_gptq_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_get_gptq_config.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_gptq_loss_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_gptq_loss_functions.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_gptq_soft_quantizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_gptq_soft_quantizer.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_graph_max_cut.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_graph_max_cut.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_hessian_info_calculator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_hessian_info_calculator.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_hessian_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_hessian_service.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_hmse_error_method.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_hmse_error_method.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_lut_quanitzer_params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_lut_quanitzer_params.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_quant_config_filtering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_quant_config_filtering.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_uniform_quantize_tensor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_uniform_quantize_tensor.py -------------------------------------------------------------------------------- /tests/keras_tests/function_tests/test_unsupported_custom_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/function_tests/test_unsupported_custom_layer.py -------------------------------------------------------------------------------- /tests/keras_tests/graph_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/graph_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/graph_tests/test_graph_reading.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/graph_tests/test_graph_reading.py -------------------------------------------------------------------------------- /tests/keras_tests/graph_tests/test_max_cut_astar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/graph_tests/test_max_cut_astar.py -------------------------------------------------------------------------------- /tests/keras_tests/graph_tests/test_memory_graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/graph_tests/test_memory_graph.py -------------------------------------------------------------------------------- /tests/keras_tests/layer_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/layer_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/layer_tests/base_keras_layer_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/layer_tests/base_keras_layer_test.py -------------------------------------------------------------------------------- /tests/keras_tests/layer_tests/test_layers_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/layer_tests/test_layers_runner.py -------------------------------------------------------------------------------- /tests/keras_tests/non_parallel_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/non_parallel_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/non_parallel_tests/test_keras_tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/non_parallel_tests/test_keras_tpc.py -------------------------------------------------------------------------------- /tests/keras_tests/non_parallel_tests/test_lp_search_bitwidth.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/non_parallel_tests/test_lp_search_bitwidth.py -------------------------------------------------------------------------------- /tests/keras_tests/non_parallel_tests/test_tensorboard_writer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/non_parallel_tests/test_tensorboard_writer.py -------------------------------------------------------------------------------- /tests/keras_tests/pruning_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/pruning_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/pruning_tests/feature_networks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/pruning_tests/feature_networks/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/pruning_tests/test_memory_calculator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/pruning_tests/test_memory_calculator.py -------------------------------------------------------------------------------- /tests/keras_tests/pruning_tests/test_pretrained_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/pruning_tests/test_pretrained_models.py -------------------------------------------------------------------------------- /tests/keras_tests/pruning_tests/test_pruning_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/pruning_tests/test_pruning_info.py -------------------------------------------------------------------------------- /tests/keras_tests/tpc_keras.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/tpc_keras.py -------------------------------------------------------------------------------- /tests/keras_tests/trainable_infrastructure_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/trainable_infrastructure_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/utils.py -------------------------------------------------------------------------------- /tests/keras_tests/xquant_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/xquant_tests/__init__.py -------------------------------------------------------------------------------- /tests/keras_tests/xquant_tests/test_model_analyzer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/xquant_tests/test_model_analyzer.py -------------------------------------------------------------------------------- /tests/keras_tests/xquant_tests/test_similarity_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/xquant_tests/test_similarity_functions.py -------------------------------------------------------------------------------- /tests/keras_tests/xquant_tests/test_xquant_end2end.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/keras_tests/xquant_tests/test_xquant_end2end.py -------------------------------------------------------------------------------- /tests/pytorch_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/constants.py -------------------------------------------------------------------------------- /tests/pytorch_tests/data_generation_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/data_generation_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/exporter_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/exporter_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/exporter_tests/base_pytorch_export_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/exporter_tests/base_pytorch_export_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/exporter_tests/custom_ops_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/exporter_tests/custom_ops_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/exporter_tests/test_exporting_qat_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/exporter_tests/test_exporting_qat_models.py -------------------------------------------------------------------------------- /tests/pytorch_tests/exporter_tests/test_onnx_multiple_inputs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/exporter_tests/test_onnx_multiple_inputs.py -------------------------------------------------------------------------------- /tests/pytorch_tests/exporter_tests/test_onnx_multiple_outputs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/exporter_tests/test_onnx_multiple_outputs.py -------------------------------------------------------------------------------- /tests/pytorch_tests/exporter_tests/test_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/exporter_tests/test_runner.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/bn_info_collection_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/bn_info_collection_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/get_gptq_config_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/get_gptq_config_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/set_device_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/set_device_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_device_manager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_device_manager.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_doc_examples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_doc_examples.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_function_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_function_runner.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_gptq_soft_quantizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_gptq_soft_quantizer.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_hessian_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_hessian_service.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_pytorch_tpc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_pytorch_tpc.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_tensorboard_writer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_tensorboard_writer.py -------------------------------------------------------------------------------- /tests/pytorch_tests/function_tests/test_torch_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/function_tests/test_torch_utils.py -------------------------------------------------------------------------------- /tests/pytorch_tests/graph_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/graph_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/graph_tests/test_graph_reading.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/graph_tests/test_graph_reading.py -------------------------------------------------------------------------------- /tests/pytorch_tests/layer_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/layer_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/layer_tests/base_pytorch_layer_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/layer_tests/base_pytorch_layer_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/layer_tests/single_layer_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/layer_tests/single_layer_models.py -------------------------------------------------------------------------------- /tests/pytorch_tests/layer_tests/test_layers_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/layer_tests/test_layers_runner.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/base_pytorch_feature_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/base_pytorch_feature_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/base_pytorch_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/base_pytorch_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/add_net_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/add_net_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/add_same_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/add_same_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/gptq_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/gptq_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/matmul_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/matmul_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/metadata_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/metadata_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/qat_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/qat_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/feature_models/tpc_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/feature_models/tpc_test.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/model_zoo_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/model_zoo_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/model_tests/test_feature_models_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/model_tests/test_feature_models_runner.py -------------------------------------------------------------------------------- /tests/pytorch_tests/pruning_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/pruning_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/pruning_tests/feature_networks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/pruning_tests/feature_networks/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/pruning_tests/test_pretrained_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/pruning_tests/test_pretrained_models.py -------------------------------------------------------------------------------- /tests/pytorch_tests/tpc_pytorch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/tpc_pytorch.py -------------------------------------------------------------------------------- /tests/pytorch_tests/trainable_infrastructure_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/trainable_infrastructure_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/utils.py -------------------------------------------------------------------------------- /tests/pytorch_tests/xquant_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/xquant_tests/__init__.py -------------------------------------------------------------------------------- /tests/pytorch_tests/xquant_tests/test_model_analyzer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/xquant_tests/test_model_analyzer.py -------------------------------------------------------------------------------- /tests/pytorch_tests/xquant_tests/test_similarity_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/xquant_tests/test_similarity_functions.py -------------------------------------------------------------------------------- /tests/pytorch_tests/xquant_tests/test_xquant_end2end.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests/pytorch_tests/xquant_tests/test_xquant_end2end.py -------------------------------------------------------------------------------- /tests_pytest/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/__init__.py -------------------------------------------------------------------------------- /tests_pytest/_fw_tests_common_base/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_fw_tests_common_base/__init__.py -------------------------------------------------------------------------------- /tests_pytest/_fw_tests_common_base/base_fusing_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_fw_tests_common_base/base_fusing_test.py -------------------------------------------------------------------------------- /tests_pytest/_fw_tests_common_base/base_mct_bypass_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_fw_tests_common_base/base_mct_bypass_test.py -------------------------------------------------------------------------------- /tests_pytest/_fw_tests_common_base/base_ru_data_facade_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_fw_tests_common_base/base_ru_data_facade_test.py -------------------------------------------------------------------------------- /tests_pytest/_fw_tests_common_base/base_ru_integration_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_fw_tests_common_base/base_ru_integration_test.py -------------------------------------------------------------------------------- /tests_pytest/_fw_tests_common_base/base_tpc_attach2fw_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_fw_tests_common_base/base_tpc_attach2fw_test.py -------------------------------------------------------------------------------- /tests_pytest/_fw_tests_common_base/fusing/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_fw_tests_common_base/fusing/__init__.py -------------------------------------------------------------------------------- /tests_pytest/_test_util/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_test_util/__init__.py -------------------------------------------------------------------------------- /tests_pytest/_test_util/fw_test_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_test_util/fw_test_base.py -------------------------------------------------------------------------------- /tests_pytest/_test_util/graph_builder_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_test_util/graph_builder_utils.py -------------------------------------------------------------------------------- /tests_pytest/_test_util/tpc_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/_test_util/tpc_util.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/unit_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/unit_tests/core/__init__.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/collectors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/unit_tests/core/collectors/__init__.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/graph/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/unit_tests/core/graph/__init__.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/quantization/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/quantization/node_quantization_config/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/quantization/quantization_configurations/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/quantization/quantization_params_selection/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/core/test_fusion_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/unit_tests/core/test_fusion_info.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/test_model_collector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/unit_tests/test_model_collector.py -------------------------------------------------------------------------------- /tests_pytest/common_tests/unit_tests/xquant/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/common_tests/unit_tests/xquant/__init__.py -------------------------------------------------------------------------------- /tests_pytest/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/conftest.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/e2e_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/e2e_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/e2e_tests/test_fusing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/e2e_tests/test_fusing.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/e2e_tests/test_mct_bypass.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/e2e_tests/test_mct_bypass.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/e2e_tests/test_ru_data_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/e2e_tests/test_ru_data_facade.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/e2e_tests/test_stack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/e2e_tests/test_stack.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/e2e_tests/wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/e2e_tests/wrapper/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/integration_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/integration_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/integration_tests/core/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/integration_tests/core/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/integration_tests/wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/integration_tests/wrapper/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/keras_test_util/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/keras_test_util/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/keras_test_util/keras_test_mixin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/keras_test_util/keras_test_mixin.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/unit_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/unit_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/unit_tests/core/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/unit_tests/core/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/unit_tests/core/test_data_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/unit_tests/core/test_data_util.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/unit_tests/gptq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/unit_tests/gptq/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/unit_tests/wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/unit_tests/wrapper/__init__.py -------------------------------------------------------------------------------- /tests_pytest/keras_tests/unit_tests/xquant/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/keras_tests/unit_tests/xquant/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/mixed_precision/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/mixed_precision/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/test_exporter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/test_exporter.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/test_fusing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/test_fusing.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/test_mct_bypass.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/test_mct_bypass.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/test_multiclass_nms_obb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/test_multiclass_nms_obb.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/test_ru_data_facade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/test_ru_data_facade.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/test_stack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/test_stack.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/test_take.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/test_take.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/e2e_tests/wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/e2e_tests/wrapper/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/integration_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/integration_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/integration_tests/core/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/integration_tests/core/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/integration_tests/core/back2framework/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/integration_tests/exporter/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/integration_tests/wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/integration_tests/wrapper/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/integration_tests/xquant/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/torch_test_util/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/torch_test_util/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/torch_test_util/torch_test_mixin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/torch_test_util/torch_test_mixin.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/core/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/core/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/core/reader/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/core/reader/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/core/test_data_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/core/test_data_util.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/gptq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/gptq/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/gptq/test_annealing_cfg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/gptq/test_annealing_cfg.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/wrapper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/wrapper/__init__.py -------------------------------------------------------------------------------- /tests_pytest/pytorch_tests/unit_tests/xquant/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tests_pytest/pytorch_tests/unit_tests/xquant/__init__.py -------------------------------------------------------------------------------- /tutorials/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tutorials/README.md -------------------------------------------------------------------------------- /tutorials/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tutorials/__init__.py -------------------------------------------------------------------------------- /tutorials/notebooks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tutorials/notebooks/__init__.py -------------------------------------------------------------------------------- /tutorials/notebooks/imx500_notebooks/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /tutorials/notebooks/imx500_notebooks/keras/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /tutorials/notebooks/mct_features_notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tutorials/notebooks/mct_features_notebooks/README.md -------------------------------------------------------------------------------- /tutorials/notebooks/mct_features_notebooks/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tutorials/notebooks/mct_features_notebooks/keras/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tutorials/notebooks/mct_features_notebooks/pytorch/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tutorials/notebooks/task_notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tutorials/notebooks/task_notebooks/README.md -------------------------------------------------------------------------------- /tutorials/notebooks/task_notebooks/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tutorials/notebooks/task_notebooks/pytorch/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /tutorials/resources/scripts/prepare_imagenet.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SonySemiconductorSolutions/mct-model-optimization/HEAD/tutorials/resources/scripts/prepare_imagenet.sh --------------------------------------------------------------------------------