README.md
setup.py
./lpot/__init__.py
./lpot/benchmark.py
./lpot/objective.py
./lpot/pruning.py
./lpot/quantization.py
./lpot/version.py
./lpot/adaptor/__init__.py
./lpot/adaptor/adaptor.py
./lpot/adaptor/mxnet.py
./lpot/adaptor/mxnet.yaml
./lpot/adaptor/onnxrt.py
./lpot/adaptor/onnxrt_integer.yaml
./lpot/adaptor/onnxrt_qlinear.yaml
./lpot/adaptor/pytorch.py
./lpot/adaptor/pytorch_cpu.yaml
./lpot/adaptor/pytorch_gpu.yaml
./lpot/adaptor/pytorch_ipex.yaml
./lpot/adaptor/query.py
./lpot/adaptor/tensorflow.py
./lpot/adaptor/tensorflow.yaml
./lpot/adaptor/ox_utils/__init__.py
./lpot/adaptor/ox_utils/onnx_quantizer.py
./lpot/adaptor/ox_utils/onnxrt_mid.py
./lpot/adaptor/ox_utils/registry.py
./lpot/adaptor/ox_utils/util.py
./lpot/adaptor/ox_utils/operators/__init__.py
./lpot/adaptor/ox_utils/operators/activation.py
./lpot/adaptor/ox_utils/operators/attention.py
./lpot/adaptor/ox_utils/operators/base_operator.py
./lpot/adaptor/ox_utils/operators/binary_op.py
./lpot/adaptor/ox_utils/operators/conv.py
./lpot/adaptor/ox_utils/operators/embed_layernorm.py
./lpot/adaptor/ox_utils/operators/gather.py
./lpot/adaptor/ox_utils/operators/gavgpool.py
./lpot/adaptor/ox_utils/operators/lstm.py
./lpot/adaptor/ox_utils/operators/matmul.py
./lpot/adaptor/ox_utils/operators/maxpool.py
./lpot/adaptor/ox_utils/operators/pad.py
./lpot/adaptor/ox_utils/operators/split.py
./lpot/adaptor/tf_utils/__init__.py
./lpot/adaptor/tf_utils/graph_converter.py
./lpot/adaptor/tf_utils/util.py
./lpot/adaptor/tf_utils/graph_rewriter/__init__.py
./lpot/adaptor/tf_utils/graph_rewriter/graph_base.py
./lpot/adaptor/tf_utils/graph_rewriter/graph_util.py
./lpot/adaptor/tf_utils/graph_rewriter/bf16/__init__.py
./lpot/adaptor/tf_utils/graph_rewriter/bf16/bf16_convert.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/__init__.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/convert_add_to_biasadd.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/convert_layout.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/convert_leakyrelu.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/dummy_biasadd.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/fold_batch_norm.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/fold_constant.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/fuse_column_wise_mul.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/fuse_conv_with_math.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/fuse_gelu.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/fuse_pad_with_conv.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/fuse_reshape_transpose.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/graph_cse_optimizer.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/grappler_pass.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/insert_print_node.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/pre_optimize.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/remove_training_nodes.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/split_shared_input.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/strip_unused_nodes.py
./lpot/adaptor/tf_utils/graph_rewriter/generic/update_enter.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/__init__.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/freeze_fake_quant.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/freeze_value.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/fuse_conv_requantize.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/fuse_matmul_requantize.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/meta_op_optimizer.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/post_quantized_op_cse.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/rnn_convert.py
./lpot/adaptor/tf_utils/graph_rewriter/int8/scale_propagation.py
./lpot/adaptor/tf_utils/quantize_graph/__init__.py
./lpot/adaptor/tf_utils/quantize_graph/quantize_graph_base.py
./lpot/adaptor/tf_utils/quantize_graph/quantize_graph_common.py
./lpot/adaptor/tf_utils/quantize_graph/quantize_graph_concatv2.py
./lpot/adaptor/tf_utils/quantize_graph/quantize_graph_conv.py
./lpot/adaptor/tf_utils/quantize_graph/quantize_graph_for_intel_cpu.py
./lpot/adaptor/tf_utils/quantize_graph/quantize_graph_matmul.py
./lpot/adaptor/tf_utils/quantize_graph/quantize_graph_pooling.py
./lpot/adaptor/tf_utils/transform_graph/__init__.py
./lpot/adaptor/tf_utils/transform_graph/bias_correction.py
./lpot/adaptor/tf_utils/transform_graph/graph_transform_base.py
./lpot/adaptor/tf_utils/transform_graph/insert_logging.py
./lpot/adaptor/tf_utils/transform_graph/rerange_quantized_concat.py
./lpot/adaptor/torch_utils/__init__.py
./lpot/adaptor/torch_utils/util.py
./lpot/algorithm/__init__.py
./lpot/algorithm/algorithm.py
./lpot/algorithm/fast_bias_correction.py
./lpot/algorithm/weight_correction.py
./lpot/conf/__init__.py
./lpot/conf/config.py
./lpot/conf/dotdict.py
./lpot/contrib/__init__.py
./lpot/contrib/strategy/__init__.py
./lpot/contrib/strategy/sigopt.py
./lpot/contrib/strategy/tpe.py
./lpot/data/__init__.py
./lpot/data/dataloaders/__init__.py
./lpot/data/dataloaders/dataloader.py
./lpot/data/datasets/__init__.py
./lpot/data/datasets/imagenet_dataset.py
./lpot/data/transforms/__init__.py
./lpot/data/transforms/coco_transform.py
./lpot/data/transforms/imagenet_transform.py
./lpot/experimental/__init__.py
./lpot/experimental/benchmark.py
./lpot/experimental/graph_optimization.py
./lpot/experimental/model_conversion.py
./lpot/experimental/pruning.py
./lpot/experimental/quantization.py
./lpot/experimental/scheduler.py
./lpot/experimental/common/__init__.py
./lpot/experimental/common/criterion.py
./lpot/experimental/common/dataloader.py
./lpot/experimental/common/metric.py
./lpot/experimental/common/model.py
./lpot/experimental/common/optimizer.py
./lpot/experimental/common/postprocess.py
./lpot/experimental/data/__init__.py
./lpot/experimental/data/dataloaders/__init__.py
./lpot/experimental/data/dataloaders/base_dataloader.py
./lpot/experimental/data/dataloaders/dataloader.py
./lpot/experimental/data/dataloaders/default_dataloader.py
./lpot/experimental/data/dataloaders/fetcher.py
./lpot/experimental/data/dataloaders/mxnet_dataloader.py
./lpot/experimental/data/dataloaders/onnxrt_dataloader.py
./lpot/experimental/data/dataloaders/pytorch_dataloader.py
./lpot/experimental/data/dataloaders/sampler.py
./lpot/experimental/data/dataloaders/tensorflow_dataloader.py
./lpot/experimental/data/datasets/__init__.py
./lpot/experimental/data/datasets/bert_dataset.py
./lpot/experimental/data/datasets/coco_dataset.py
./lpot/experimental/data/datasets/dataset.py
./lpot/experimental/data/datasets/dummy_dataset.py
./lpot/experimental/data/datasets/dummy_dataset_v2.py
./lpot/experimental/data/datasets/imagenet_dataset.py
./lpot/experimental/data/datasets/style_transfer_dataset.py
./lpot/experimental/data/filters/__init__.py
./lpot/experimental/data/filters/coco_filter.py
./lpot/experimental/data/filters/filter.py
./lpot/experimental/data/transforms/__init__.py
./lpot/experimental/data/transforms/imagenet_transform.py
./lpot/experimental/data/transforms/tokenization.py
./lpot/experimental/data/transforms/transform.py
./lpot/experimental/metric/__init__.py
./lpot/experimental/metric/bleu.py
./lpot/experimental/metric/bleu_util.py
./lpot/experimental/metric/coco_label_map.py
./lpot/experimental/metric/coco_tools.py
./lpot/experimental/metric/evaluate_squad.py
./lpot/experimental/metric/f1.py
./lpot/experimental/metric/metric.py
./lpot/experimental/pruning_recipes/__init__.py
./lpot/experimental/pruning_recipes/patterns/__init__.py
./lpot/experimental/pruning_recipes/patterns/pattern.py
./lpot/experimental/pruning_recipes/patterns/tile_pattern.py
./lpot/metric/__init__.py
./lpot/model/__init__.py
./lpot/model/base_model.py
./lpot/model/model.py
./lpot/model/nets_factory.py
./lpot/model/onnx_model.py
./lpot/pruners/__init__.py
./lpot/pruners/gradient_sensitivity.py
./lpot/pruners/magnitude.py
./lpot/pruners/pattern_lock.py
./lpot/pruners/pruner.py
./lpot/strategy/__init__.py
./lpot/strategy/auto_mixed_precision.py
./lpot/strategy/basic.py
./lpot/strategy/bayesian.py
./lpot/strategy/exhaustive.py
./lpot/strategy/mse.py
./lpot/strategy/random.py
./lpot/strategy/strategy.py
./lpot/utils/__init__.py
./lpot/utils/collect_layer_histogram.py
./lpot/utils/create_obj_from_config.py
./lpot/utils/kl_divergence.py
./lpot/utils/logger.py
./lpot/utils/pytorch.py
./lpot/utils/utility.py
./lpot/ux/__init__.py
./lpot/ux/lpot_ux.py
./lpot/ux/components/__init__.py
./lpot/ux/components/manage_workspace.py
./lpot/ux/components/benchmark/__init__.py
./lpot/ux/components/benchmark/benchmark.py
./lpot/ux/components/benchmark/benchmark_model.py
./lpot/ux/components/benchmark/execute_benchmark.py
./lpot/ux/components/configuration_wizard/__init__.py
./lpot/ux/components/configuration_wizard/configuration_parser.py
./lpot/ux/components/configuration_wizard/get_boundary_nodes.py
./lpot/ux/components/configuration_wizard/get_configuration.py
./lpot/ux/components/configuration_wizard/params_feeder.py
./lpot/ux/components/configuration_wizard/save_workload.py
./lpot/ux/components/file_browser/__init__.py
./lpot/ux/components/file_browser/file_browser.py
./lpot/ux/components/graph/__init__.py
./lpot/ux/components/graph/attribute.py
./lpot/ux/components/graph/collapser.py
./lpot/ux/components/graph/edge.py
./lpot/ux/components/graph/graph.py
./lpot/ux/components/graph/graph_reader.py
./lpot/ux/components/graph/node.py
./lpot/ux/components/graph/reader/__init__.py
./lpot/ux/components/graph/reader/tensorflow.py
./lpot/ux/components/model/__init__.py
./lpot/ux/components/model/model.py
./lpot/ux/components/model/model_type_getter.py
./lpot/ux/components/model/repository.py
./lpot/ux/components/model/onnxrt/__init__.py
./lpot/ux/components/model/onnxrt/model.py
./lpot/ux/components/model/tensorflow/__init__.py
./lpot/ux/components/model/tensorflow/frozen_pb.py
./lpot/ux/components/model/tensorflow/keras.py
./lpot/ux/components/model/tensorflow/meta_graph.py
./lpot/ux/components/model/tensorflow/model.py
./lpot/ux/components/model/tensorflow/saved_model.py
./lpot/ux/components/model_zoo/__init__.py
./lpot/ux/components/model_zoo/download_config.py
./lpot/ux/components/model_zoo/download_model.py
./lpot/ux/components/model_zoo/downloader.py
./lpot/ux/components/model_zoo/list_models.py
./lpot/ux/components/optimization/__init__.py
./lpot/ux/components/optimization/execute_optimization.py
./lpot/ux/components/optimization/factory.py
./lpot/ux/components/optimization/optimization.py
./lpot/ux/components/optimization/graph_optimizer/__init__.py
./lpot/ux/components/optimization/graph_optimizer/graph_optimization.py
./lpot/ux/components/optimization/graph_optimizer/optimize_model.py
./lpot/ux/components/optimization/tune/__init__.py
./lpot/ux/components/optimization/tune/tune_model.py
./lpot/ux/components/optimization/tune/tuning.py
./lpot/ux/utils/__init__.py
./lpot/ux/utils/consts.py
./lpot/ux/utils/environment.py
./lpot/ux/utils/exceptions.py
./lpot/ux/utils/executor.py
./lpot/ux/utils/expiring_dict.py
./lpot/ux/utils/hw_info.py
./lpot/ux/utils/json_serializer.py
./lpot/ux/utils/logger.py
./lpot/ux/utils/parser.py
./lpot/ux/utils/proc.py
./lpot/ux/utils/processes.py
./lpot/ux/utils/utils.py
./lpot/ux/utils/yaml_utils.py
./lpot/ux/utils/configs/dataloaders.json
./lpot/ux/utils/configs/metrics.json
./lpot/ux/utils/configs/models.json
./lpot/ux/utils/configs/objectives.json
./lpot/ux/utils/configs/precisions.json
./lpot/ux/utils/configs/strategies.json
./lpot/ux/utils/configs/transforms.json
./lpot/ux/utils/configs/transforms_filter.json
./lpot/ux/utils/configs/predefined_configs/onnxrt/image_recognition.yaml
./lpot/ux/utils/configs/predefined_configs/onnxrt/nlp.yaml
./lpot/ux/utils/configs/predefined_configs/tensorflow/image_recognition.yaml
./lpot/ux/utils/configs/predefined_configs/tensorflow/nlp.yaml
./lpot/ux/utils/configs/predefined_configs/tensorflow/object_detection.yaml
./lpot/ux/utils/configs/predefined_configs/tensorflow/recommendation.yaml
./lpot/ux/utils/templates/__init__.py
./lpot/ux/utils/templates/dataloader_and_metric_template.txt
./lpot/ux/utils/templates/dataloader_template.txt
./lpot/ux/utils/templates/metric.py
./lpot/ux/utils/templates/metric_template.txt
./lpot/ux/utils/templates/workdir.py
./lpot/ux/utils/workload/__init__.py
./lpot/ux/utils/workload/config.py
./lpot/ux/utils/workload/dataloader.py
./lpot/ux/utils/workload/evaluation.py
./lpot/ux/utils/workload/graph_optimization.py
./lpot/ux/utils/workload/model.py
./lpot/ux/utils/workload/pruning.py
./lpot/ux/utils/workload/quantization.py
./lpot/ux/utils/workload/tuning.py
./lpot/ux/utils/workload/workload.py
./lpot/ux/utils/workload/workloads_list.py
./lpot/ux/web/__init__.py
./lpot/ux/web/communication.py
./lpot/ux/web/configuration.py
./lpot/ux/web/exceptions.py
./lpot/ux/web/router.py
./lpot/ux/web/server.py
./lpot/ux/web/service/__init__.py
./lpot/ux/web/service/request_data_processor.py
./lpot/ux/web/service/response_generator.py
./lpot/ux/web/service/workload.py
./lpot/ux/web/static/3rdpartylicenses.txt
./lpot/ux/web/static/index.html
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./test/__init__.py
./test/test_adaptor_mxnet.py
./test/test_adaptor_onnxrt.py
./test/test_adaptor_pytorch.py
./test/test_algorithm.py
./test/test_basic.py
./test/test_bayesian.py
./test/test_benchmark.py
./test/test_bf16_convert.py
./test/test_coco_tools.py
./test/test_config.py
./test/test_config_regex.py
./test/test_dataloader.py
./test/test_exhaustive.py
./test/test_filter.py
./test/test_gradient_sensitivity.py
./test/test_graph_optimization.py
./test/test_metrics.py
./test/test_model.py
./test/test_model_conversion.py
./test/test_mse.py
./test/test_mse_metric.py
./test/test_mxnet_query_fwk.py
./test/test_objective.py
./test/test_onnx_model.py
./test/test_onnxrt_augment.py
./test/test_onnxrt_operators.py
./test/test_pattern_lock.py
./test/test_pruning.py
./test/test_pruning_pattern.py
./test/test_pruning_pure_yaml.py
./test/test_quantization.py
./test/test_random.py
./test/test_register_metric_transform.py
./test/test_scheduler.py
./test/test_sigopt.py
./test/test_tensorboard.py
./test/test_tensorflow_auto_input_output.py
./test/test_tensorflow_bias_correction.py
./test/test_tensorflow_convert_layout.py
./test/test_tensorflow_data_pipline.py
./test/test_tensorflow_fold_batch_norm.py
./test/test_tensorflow_fold_const.py
./test/test_tensorflow_get_estimator_graph.py
./test/test_tensorflow_gpu.py
./test/test_tensorflow_graph_cac.py
./test/test_tensorflow_graph_column_wise_mul.py
./test/test_tensorflow_graph_concat.py
./test/test_tensorflow_graph_conv_add_relu_fusion.py
./test/test_tensorflow_graph_conv_fusion.py
./test/test_tensorflow_graph_conv_math.py
./test/test_tensorflow_graph_convert_layout.py
./test/test_tensorflow_graph_convert_leakyrelu.py
./test/test_tensorflow_graph_cse_optimization.py
./test/test_tensorflow_graph_dump_tensor.py
./test/test_tensorflow_graph_fold_bn.py
./test/test_tensorflow_graph_fuse_gelu.py
./test/test_tensorflow_graph_input_output.py
./test/test_tensorflow_graph_library_detection.py
./test/test_tensorflow_graph_matmul_fusion.py
./test/test_tensorflow_graph_meta_pass.py
./test/test_tensorflow_graph_pad_conv.py
./test/test_tensorflow_graph_post_cse_optimize.py
./test/test_tensorflow_graph_search_patterns.py
./test/test_tensorflow_graph_util.py
./test/test_tensorflow_grappler_pass.py
./test/test_tensorflow_query_yaml.py
./test/test_tensorflow_recipe.py
./test/test_tensorflow_remove_training_nodes.py
./test/test_tensorflow_rnn.py
./test/test_tensorflow_share_nodes_graph.py
./test/test_timeout.py
./test/test_tokenization.py
./test/test_tpe.py
./test/test_transform.py
./test/ux/__init__.py
./test/ux/components/__init__.py
./test/ux/components/configuration_wizard/__init__.py
./test/ux/components/configuration_wizard/test_configuration_parser.py
./test/ux/components/configuration_wizard/test_params_feeder.py
./test/ux/components/graph/__init__.py
./test/ux/components/graph/test_attribute.py
./test/ux/components/graph/test_collapser.py
./test/ux/components/graph/test_edge.py
./test/ux/components/graph/test_graph.py
./test/ux/components/graph/test_graph_reader.py
./test/ux/components/graph/test_node.py
./test/ux/components/model/__init__.py
./test/ux/components/model/test_repository.py
./test/ux/components/model/onnx/__init__.py
./test/ux/components/model/onnx/test_model.py
./test/ux/components/model/tensorflow/__init__.py
./test/ux/components/model/tensorflow/test_frozen_pb.py
./test/ux/components/model/tensorflow/test_keras.py
./test/ux/components/model/tensorflow/test_meta_graph.py
./test/ux/components/model/tensorflow/test_saved_model.py
./test/ux/components/model_zoo/__init__.py
./test/ux/components/model_zoo/test_download_config.py
./test/ux/components/model_zoo/test_download_model.py
./test/ux/utils/__init__.py
./test/ux/utils/test_consts.py
./test/ux/utils/test_executor.py
./test/ux/utils/test_expiring_dict.py
./test/ux/utils/test_hw_info.py
./test/ux/utils/test_json_serializer.py
./test/ux/utils/test_logger.py
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