LICENSE
README.md
setup.py
./engine/__init__.py
./engine/compile/__init__.py
./engine/compile/compile.py
./engine/compile/graph_utils.py
./engine/compile/onnx_utils.py
./engine/compile/tf_utils.py
./engine/compile/extractors/__init__.py
./engine/compile/extractors/extractor.py
./engine/compile/extractors/onnx_extractor.py
./engine/compile/extractors/tf_extractor.py
./engine/compile/graph/__init__.py
./engine/compile/graph/graph.py
./engine/compile/loaders/__init__.py
./engine/compile/loaders/loader.py
./engine/compile/ops/__init__.py
./engine/compile/ops/all.py
./engine/compile/ops/assert.py
./engine/compile/ops/batch_matmul.py
./engine/compile/ops/batch_matmul_v2.py
./engine/compile/ops/bias_add.py
./engine/compile/ops/cast.py
./engine/compile/ops/concat.py
./engine/compile/ops/empty_ops.py
./engine/compile/ops/expand_dims.py
./engine/compile/ops/fused_batch_matmul_v2.py
./engine/compile/ops/fused_batch_norm_v3.py
./engine/compile/ops/fused_gemm.py
./engine/compile/ops/fused_matmul.py
./engine/compile/ops/gather.py
./engine/compile/ops/gelu.py
./engine/compile/ops/gemm.py
./engine/compile/ops/iterator_get_next.py
./engine/compile/ops/iterator_v2.py
./engine/compile/ops/layer_normalization.py
./engine/compile/ops/map_and_batch_dataset.py
./engine/compile/ops/matmul.py
./engine/compile/ops/mean.py
./engine/compile/ops/mkl_layer_norm.py
./engine/compile/ops/model_dataset.py
./engine/compile/ops/one_hot.py
./engine/compile/ops/onnx_input.py
./engine/compile/ops/op.py
./engine/compile/ops/optimize_dataset.py
./engine/compile/ops/pack.py
./engine/compile/ops/placeholder.py
./engine/compile/ops/quantize_linear.py
./engine/compile/ops/quantize_v2.py
./engine/compile/ops/quantized_fused_matmul_and_dequantize.py
./engine/compile/ops/quantized_matmul_with_bias_and_dequantize.py
./engine/compile/ops/reduce_mean.py
./engine/compile/ops/reshape.py
./engine/compile/ops/softmax.py
./engine/compile/ops/split.py
./engine/compile/ops/squeeze.py
./engine/compile/ops/strided_slice.py
./engine/compile/ops/tensor.py
./engine/compile/ops/transpose.py
./engine/compile/ops/unpack.py
./engine/compile/ops/unsqueeze.py
./engine/compile/sub_graph/__init__.py
./engine/compile/sub_graph/add_embeddings.py
./engine/compile/sub_graph/attention_reshape.py
./engine/compile/sub_graph/embeddingbag.py
./engine/compile/sub_graph/gelu.py
./engine/compile/sub_graph/input_data.py
./engine/compile/sub_graph/input_file.py
./engine/compile/sub_graph/interact_features.py
./engine/compile/sub_graph/last_layer_shape.py
./engine/compile/sub_graph/layer_norm.py
./engine/compile/sub_graph/layer_norm_with_reduce_mean.py
./engine/compile/sub_graph/matmul_with_bias.py
./engine/compile/sub_graph/matmul_with_bias_add.py
./engine/compile/sub_graph/matmul_with_bias_gelu.py
./engine/compile/sub_graph/matmul_with_bias_relu.py
./engine/compile/sub_graph/matmul_with_bias_sigmoid.py
./engine/compile/sub_graph/matmul_with_bias_tanh.py
./engine/compile/sub_graph/merged_embeddingbag.py
./engine/compile/sub_graph/output_data.py
./engine/compile/sub_graph/padding_sequence.py
./engine/compile/sub_graph/pattern.py
./engine/compile/sub_graph/position_embeddings.py
./engine/compile/sub_graph/position_embeddings_v1.py
./engine/compile/sub_graph/qkv_reshape.py
./engine/compile/sub_graph/start_end_logits.py
./engine/compile/sub_graph/subgraph_matcher.py
./engine/compile/sub_graph/token_type_embeddings.py
./engine/compile/sub_graph/token_type_embeddings_v1.py
./engine/compile/sub_graph/transpose_batch_matmul.py
./engine/compile/sub_graph/word_embeddings.py
./neural_compressor/__init__.py
./neural_compressor/benchmark.py
./neural_compressor/objective.py
./neural_compressor/pruning.py
./neural_compressor/quantization.py
./neural_compressor/version.py
./neural_compressor/adaptor/__init__.py
./neural_compressor/adaptor/adaptor.py
./neural_compressor/adaptor/engine.py
./neural_compressor/adaptor/engine.yaml
./neural_compressor/adaptor/mxnet.py
./neural_compressor/adaptor/mxnet.yaml
./neural_compressor/adaptor/onnxrt.py
./neural_compressor/adaptor/onnxrt_integer.yaml
./neural_compressor/adaptor/onnxrt_qlinear.yaml
./neural_compressor/adaptor/pytorch.py
./neural_compressor/adaptor/pytorch_cpu.yaml
./neural_compressor/adaptor/pytorch_gpu.yaml
./neural_compressor/adaptor/pytorch_ipex.yaml
./neural_compressor/adaptor/query.py
./neural_compressor/adaptor/tensorflow.py
./neural_compressor/adaptor/tensorflow.yaml
./neural_compressor/adaptor/tensorflow_itex.yaml
./neural_compressor/adaptor/engine_utils/__init__.py
./neural_compressor/adaptor/engine_utils/bf16_util.py
./neural_compressor/adaptor/engine_utils/engine_quantizer.py
./neural_compressor/adaptor/engine_utils/int8_util.py
./neural_compressor/adaptor/engine_utils/util.py
./neural_compressor/adaptor/mxnet_utils/__init__.py
./neural_compressor/adaptor/mxnet_utils/util.py
./neural_compressor/adaptor/ox_utils/__init__.py
./neural_compressor/adaptor/ox_utils/onnx_quantizer.py
./neural_compressor/adaptor/ox_utils/onnxrt_mid.py
./neural_compressor/adaptor/ox_utils/registry.py
./neural_compressor/adaptor/ox_utils/util.py
./neural_compressor/adaptor/ox_utils/operators/__init__.py
./neural_compressor/adaptor/ox_utils/operators/activation.py
./neural_compressor/adaptor/ox_utils/operators/attention.py
./neural_compressor/adaptor/ox_utils/operators/base_operator.py
./neural_compressor/adaptor/ox_utils/operators/binary_op.py
./neural_compressor/adaptor/ox_utils/operators/concat.py
./neural_compressor/adaptor/ox_utils/operators/conv.py
./neural_compressor/adaptor/ox_utils/operators/direct_q8.py
./neural_compressor/adaptor/ox_utils/operators/embed_layernorm.py
./neural_compressor/adaptor/ox_utils/operators/gather.py
./neural_compressor/adaptor/ox_utils/operators/gavgpool.py
./neural_compressor/adaptor/ox_utils/operators/lstm.py
./neural_compressor/adaptor/ox_utils/operators/matmul.py
./neural_compressor/adaptor/ox_utils/operators/maxpool.py
./neural_compressor/adaptor/ox_utils/operators/pad.py
./neural_compressor/adaptor/ox_utils/operators/pooling.py
./neural_compressor/adaptor/ox_utils/operators/split.py
./neural_compressor/adaptor/tf_utils/__init__.py
./neural_compressor/adaptor/tf_utils/graph_converter.py
./neural_compressor/adaptor/tf_utils/graph_converter_without_calib.py
./neural_compressor/adaptor/tf_utils/util.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/__init__.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/graph_base.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/graph_util.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/bf16/__init__.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/bf16/bf16_convert.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/__init__.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/convert_add_to_biasadd.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/convert_layout.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/convert_leakyrelu.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/convert_nan_to_random.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/dummy_biasadd.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/expanddims_optimizer.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fold_batch_norm.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fold_constant.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fuse_biasadd_add.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fuse_column_wise_mul.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fuse_conv_with_math.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fuse_gelu.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fuse_pad_with_conv.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/fuse_reshape_transpose.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/graph_cse_optimizer.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/grappler_pass.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/insert_print_node.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/move_squeeze_after_relu.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/pre_optimize.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/remove_training_nodes.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/split_shared_input.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/strip_unused_nodes.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/switch_optimizer.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/generic/update_enter.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/__init__.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/freeze_fake_quant.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/freeze_value.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/freeze_value_without_calib.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/fuse_conv_requantize.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/fuse_matmul_requantize.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/meta_op_optimizer.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/post_quantized_op_cse.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/rnn_convert.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/int8/scale_propagation.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/itex/__init__.py
./neural_compressor/adaptor/tf_utils/graph_rewriter/itex/itex_convert.py
./neural_compressor/adaptor/tf_utils/quantize_graph/__init__.py
./neural_compressor/adaptor/tf_utils/quantize_graph/quantize_graph_base.py
./neural_compressor/adaptor/tf_utils/quantize_graph/quantize_graph_common.py
./neural_compressor/adaptor/tf_utils/quantize_graph/quantize_graph_concatv2.py
./neural_compressor/adaptor/tf_utils/quantize_graph/quantize_graph_conv.py
./neural_compressor/adaptor/tf_utils/quantize_graph/quantize_graph_for_intel_cpu.py
./neural_compressor/adaptor/tf_utils/quantize_graph/quantize_graph_matmul.py
./neural_compressor/adaptor/tf_utils/quantize_graph/quantize_graph_pooling.py
./neural_compressor/adaptor/tf_utils/transform_graph/__init__.py
./neural_compressor/adaptor/tf_utils/transform_graph/bias_correction.py
./neural_compressor/adaptor/tf_utils/transform_graph/graph_transform_base.py
./neural_compressor/adaptor/tf_utils/transform_graph/insert_logging.py
./neural_compressor/adaptor/tf_utils/transform_graph/rerange_quantized_concat.py
./neural_compressor/adaptor/torch_utils/__init__.py
./neural_compressor/adaptor/torch_utils/util.py
./neural_compressor/algorithm/__init__.py
./neural_compressor/algorithm/algorithm.py
./neural_compressor/algorithm/fast_bias_correction.py
./neural_compressor/algorithm/weight_correction.py
./neural_compressor/conf/__init__.py
./neural_compressor/conf/config.py
./neural_compressor/conf/dotdict.py
./neural_compressor/contrib/__init__.py
./neural_compressor/contrib/strategy/__init__.py
./neural_compressor/contrib/strategy/sigopt.py
./neural_compressor/contrib/strategy/tpe.py
./neural_compressor/data/__init__.py
./neural_compressor/data/dataloaders/__init__.py
./neural_compressor/data/dataloaders/dataloader.py
./neural_compressor/data/datasets/__init__.py
./neural_compressor/data/datasets/imagenet_dataset.py
./neural_compressor/data/transforms/__init__.py
./neural_compressor/data/transforms/coco_transform.py
./neural_compressor/data/transforms/imagenet_transform.py
./neural_compressor/experimental/__init__.py
./neural_compressor/experimental/benchmark.py
./neural_compressor/experimental/component.py
./neural_compressor/experimental/distillation.py
./neural_compressor/experimental/graph_optimization.py
./neural_compressor/experimental/model_conversion.py
./neural_compressor/experimental/pruning.py
./neural_compressor/experimental/quantization.py
./neural_compressor/experimental/scheduler.py
./neural_compressor/experimental/common/__init__.py
./neural_compressor/experimental/common/criterion.py
./neural_compressor/experimental/common/dataloader.py
./neural_compressor/experimental/common/metric.py
./neural_compressor/experimental/common/model.py
./neural_compressor/experimental/common/optimizer.py
./neural_compressor/experimental/common/postprocess.py
./neural_compressor/experimental/data/__init__.py
./neural_compressor/experimental/data/dataloaders/__init__.py
./neural_compressor/experimental/data/dataloaders/base_dataloader.py
./neural_compressor/experimental/data/dataloaders/dataloader.py
./neural_compressor/experimental/data/dataloaders/default_dataloader.py
./neural_compressor/experimental/data/dataloaders/engine_dataloader.py
./neural_compressor/experimental/data/dataloaders/fetcher.py
./neural_compressor/experimental/data/dataloaders/mxnet_dataloader.py
./neural_compressor/experimental/data/dataloaders/onnxrt_dataloader.py
./neural_compressor/experimental/data/dataloaders/pytorch_dataloader.py
./neural_compressor/experimental/data/dataloaders/sampler.py
./neural_compressor/experimental/data/dataloaders/tensorflow_dataloader.py
./neural_compressor/experimental/data/datasets/__init__.py
./neural_compressor/experimental/data/datasets/bert_dataset.py
./neural_compressor/experimental/data/datasets/coco_dataset.py
./neural_compressor/experimental/data/datasets/dataset.py
./neural_compressor/experimental/data/datasets/dummy_dataset.py
./neural_compressor/experimental/data/datasets/dummy_dataset_v2.py
./neural_compressor/experimental/data/datasets/imagenet_dataset.py
./neural_compressor/experimental/data/datasets/style_transfer_dataset.py
./neural_compressor/experimental/data/filters/__init__.py
./neural_compressor/experimental/data/filters/coco_filter.py
./neural_compressor/experimental/data/filters/filter.py
./neural_compressor/experimental/data/transforms/__init__.py
./neural_compressor/experimental/data/transforms/imagenet_transform.py
./neural_compressor/experimental/data/transforms/tokenization.py
./neural_compressor/experimental/data/transforms/transform.py
./neural_compressor/experimental/metric/__init__.py
./neural_compressor/experimental/metric/bleu.py
./neural_compressor/experimental/metric/bleu_util.py
./neural_compressor/experimental/metric/coco_label_map.py
./neural_compressor/experimental/metric/coco_tools.py
./neural_compressor/experimental/metric/evaluate_squad.py
./neural_compressor/experimental/metric/f1.py
./neural_compressor/experimental/metric/metric.py
./neural_compressor/experimental/pruning_recipes/__init__.py
./neural_compressor/experimental/pruning_recipes/patterns/__init__.py
./neural_compressor/experimental/pruning_recipes/patterns/pattern.py
./neural_compressor/experimental/pruning_recipes/patterns/tile_pattern.py
./neural_compressor/metric/__init__.py
./neural_compressor/model/__init__.py
./neural_compressor/model/base_model.py
./neural_compressor/model/engine_model.py
./neural_compressor/model/model.py
./neural_compressor/model/nets_factory.py
./neural_compressor/model/onnx_model.py
./neural_compressor/pruners/__init__.py
./neural_compressor/pruners/gradient_sensitivity.py
./neural_compressor/pruners/group_lasso.py
./neural_compressor/pruners/magnitude.py
./neural_compressor/pruners/pattern_lock.py
./neural_compressor/pruners/pruner.py
./neural_compressor/strategy/__init__.py
./neural_compressor/strategy/auto_mixed_precision.py
./neural_compressor/strategy/basic.py
./neural_compressor/strategy/bayesian.py
./neural_compressor/strategy/exhaustive.py
./neural_compressor/strategy/mse.py
./neural_compressor/strategy/random.py
./neural_compressor/strategy/strategy.py
./neural_compressor/utils/__init__.py
./neural_compressor/utils/collect_layer_histogram.py
./neural_compressor/utils/constant.py
./neural_compressor/utils/create_obj_from_config.py
./neural_compressor/utils/kl_divergence.py
./neural_compressor/utils/logger.py
./neural_compressor/utils/options.py
./neural_compressor/utils/pytorch.py
./neural_compressor/utils/utility.py
./neural_compressor/ux/__init__.py
./neural_compressor/ux/inc_bench.py
./neural_compressor/ux/components/__init__.py
./neural_compressor/ux/components/manage_workspace.py
./neural_compressor/ux/components/benchmark/__init__.py
./neural_compressor/ux/components/benchmark/benchmark.py
./neural_compressor/ux/components/benchmark/benchmark_model.py
./neural_compressor/ux/components/benchmark/execute_benchmark.py
./neural_compressor/ux/components/config_generator/__init__.py
./neural_compressor/ux/components/config_generator/benchmark_config_generator.py
./neural_compressor/ux/components/config_generator/config_generator.py
./neural_compressor/ux/components/config_generator/graph_optimization_config_generator.py
./neural_compressor/ux/components/config_generator/profiling_config_generator.py
./neural_compressor/ux/components/config_generator/quantization_config_generator.py
./neural_compressor/ux/components/configuration_wizard/__init__.py
./neural_compressor/ux/components/configuration_wizard/configuration_parser.py
./neural_compressor/ux/components/configuration_wizard/get_boundary_nodes.py
./neural_compressor/ux/components/configuration_wizard/get_configuration.py
./neural_compressor/ux/components/configuration_wizard/params_feeder.py
./neural_compressor/ux/components/db_manager/__init__.py
./neural_compressor/ux/components/db_manager/db_manager.py
./neural_compressor/ux/components/db_manager/db_operations.py
./neural_compressor/ux/components/db_manager/params_interfaces.py
./neural_compressor/ux/components/db_manager/db_models/__init__.py
./neural_compressor/ux/components/db_manager/db_models/benchmark.py
./neural_compressor/ux/components/db_manager/db_models/benchmark_result.py
./neural_compressor/ux/components/db_manager/db_models/dataloader.py
./neural_compressor/ux/components/db_manager/db_models/dataset.py
./neural_compressor/ux/components/db_manager/db_models/domain.py
./neural_compressor/ux/components/db_manager/db_models/domain_flavour.py
./neural_compressor/ux/components/db_manager/db_models/example.py
./neural_compressor/ux/components/db_manager/db_models/framework.py
./neural_compressor/ux/components/db_manager/db_models/metric.py
./neural_compressor/ux/components/db_manager/db_models/model.py
./neural_compressor/ux/components/db_manager/db_models/optimization.py
./neural_compressor/ux/components/db_manager/db_models/optimization_type.py
./neural_compressor/ux/components/db_manager/db_models/precision.py
./neural_compressor/ux/components/db_manager/db_models/profiling.py
./neural_compressor/ux/components/db_manager/db_models/profiling_result.py
./neural_compressor/ux/components/db_manager/db_models/project.py
./neural_compressor/ux/components/db_manager/db_models/transform.py
./neural_compressor/ux/components/db_manager/db_models/tuning_details.py
./neural_compressor/ux/components/file_browser/__init__.py
./neural_compressor/ux/components/file_browser/file_browser.py
./neural_compressor/ux/components/graph/__init__.py
./neural_compressor/ux/components/graph/attribute.py
./neural_compressor/ux/components/graph/collapser.py
./neural_compressor/ux/components/graph/edge.py
./neural_compressor/ux/components/graph/graph.py
./neural_compressor/ux/components/graph/graph_reader.py
./neural_compressor/ux/components/graph/node.py
./neural_compressor/ux/components/graph/reader/__init__.py
./neural_compressor/ux/components/graph/reader/tensorflow_reader.py
./neural_compressor/ux/components/model/__init__.py
./neural_compressor/ux/components/model/domain.py
./neural_compressor/ux/components/model/model.py
./neural_compressor/ux/components/model/model_type_getter.py
./neural_compressor/ux/components/model/repository.py
./neural_compressor/ux/components/model/shape.py
./neural_compressor/ux/components/model/onnxrt/__init__.py
./neural_compressor/ux/components/model/onnxrt/model.py
./neural_compressor/ux/components/model/tensorflow/__init__.py
./neural_compressor/ux/components/model/tensorflow/frozen_pb.py
./neural_compressor/ux/components/model/tensorflow/keras.py
./neural_compressor/ux/components/model/tensorflow/meta_graph.py
./neural_compressor/ux/components/model/tensorflow/model.py
./neural_compressor/ux/components/model/tensorflow/saved_model.py
./neural_compressor/ux/components/model/tensorflow/utils.py
./neural_compressor/ux/components/model_zoo/__init__.py
./neural_compressor/ux/components/model_zoo/download_config.py
./neural_compressor/ux/components/model_zoo/download_model.py
./neural_compressor/ux/components/model_zoo/downloader.py
./neural_compressor/ux/components/model_zoo/list_models.py
./neural_compressor/ux/components/names_mapper/__init__.py
./neural_compressor/ux/components/names_mapper/names_mapper.py
./neural_compressor/ux/components/optimization/__init__.py
./neural_compressor/ux/components/optimization/execute_optimization.py
./neural_compressor/ux/components/optimization/factory.py
./neural_compressor/ux/components/optimization/optimization.py
./neural_compressor/ux/components/optimization/tuning_history.py
./neural_compressor/ux/components/optimization/graph_optimizer/__init__.py
./neural_compressor/ux/components/optimization/graph_optimizer/graph_optimization.py
./neural_compressor/ux/components/optimization/graph_optimizer/optimize_model.py
./neural_compressor/ux/components/optimization/tune/__init__.py
./neural_compressor/ux/components/optimization/tune/tune_model.py
./neural_compressor/ux/components/optimization/tune/tuning.py
./neural_compressor/ux/components/profiling/__init__.py
./neural_compressor/ux/components/profiling/execute_profiling.py
./neural_compressor/ux/components/profiling/factory.py
./neural_compressor/ux/components/profiling/profile_model.py
./neural_compressor/ux/components/profiling/profiler.py
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