Index

Symbols

644ec953a7dc_pruning_support module 6ece06672ed3_v1_14 module

6f0d0f71d92e_v1_13 module 9e89549a08c8_v1_11 module

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_epoch_ran (neural_compressor.compression.callbacks.DistillationCallbacks attribute) (neural_compressor.experimental.distillation.Distillation attribute)

A

AccCriterion (class in neural_compressor.ux.utils.workload.tuning) AccessDeniedException Accuracy (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) (class in neural_compressor.objective) (class in neural_compressor.ux.utils.workload.evaluation) AccuracyCriterion (class in neural_compressor.config) (class in neural_compressor.ux.components.optimization.tune.tuning) AccuracyParser (class in neural_compressor.ux.utils.parser) acq_max() (in module neural_compressor.strategy.bayesian) ActivationOperator (class in neural_compressor.adaptor.ox_utils.operators.activation) AdamOptimizer (class in neural_compressor.ux.utils.workload.pruning) AdamWOptimizer (class in neural_compressor.ux.utils.workload.pruning) Adaptor (class in neural_compressor.adaptor.adaptor) adaptor_registry() (in module neural_compressor.adaptor.adaptor) add_port_to_name() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) adjust_weights_per_input() (in module neural_compressor.adaptor.ox_utils.util) adjust_weights_per_op() (in module neural_compressor.adaptor.ox_utils.util) Advance (class in neural_compressor.ux.utils.workload.quantization) Algorithm (class in neural_compressor.algorithm.algorithm) algorithm_registry() (in module neural_compressor.algorithm.algorithm) ALGORITHMS (class in neural_compressor.algorithm.algorithm)

AlgorithmScheduler (class in neural_compressor.algorithm.algorithm) AlignImageChannelTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) allow_api_call() (in module neural_compressor.ux.web.server) alpha (neural_compressor.compression.pruner.regs.GroupLasso attribute) amp_convert() (in module neural_compressor.adaptor.mxnet_utils.util) append_attr() (in module neural_compressor.adaptor.torch_utils.util) Approach (class in neural_compressor.ux.utils.workload.pruning) are_archive_filenames_valid() (in module neural_compressor.ux.utils.utils) are_shapes_equal() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) ArgMaxOperator (class in neural_compressor.adaptor.ox_utils.operators.argmax) assert_error() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) AttentionOperator (class in neural_compressor.adaptor.ox_utils.operators.attention) attr1 (neural_compressor.template.api_doc_example.ExampleClass attribute) attr2 (neural_compressor.template.api_doc_example.ExampleClass attribute) attr5 (neural_compressor.template.api_doc_example.ExampleClass attribute) Attribute (class in neural_compressor.ux.components.graph.attribute) attribute1 (in module neural_compressor.template.api_doc_example) attribute_to_kwarg() (in module neural_compressor.adaptor.ox_utils.util) auto_copy() (in module neural_compressor.adaptor.torch_utils.util) AutoMixedPrecisionTuneStrategy (class in neural_compressor.strategy.auto_mixed_precision) AutoTuneStrategy (class in neural_compressor.strategy.auto)

B

BaseCallbacks (class in neural_compressor.compression.callbacks) BaseDataLoader (class in neural_compressor.data.dataloaders.base_dataloader) (class in neural_compressor.experimental.data.dataloaders.base_dataloader) BaseMetric (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) BaseModel (class in neural_compressor.model.base_model) BasePattern (class in neural_compressor.compression.pruner.patterns) BasePruner (class in neural_compressor.compression.pruner.pruners) BaseReg (class in neural_compressor.compression.pruner.regs) BaseTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) BasicMagnitudePruner (class in neural_compressor.experimental.pruner_legacy.magnitude) BasicNAS (class in neural_compressor.experimental.nas.basic_nas) BasicPruner (class in neural_compressor.compression.pruner.pruners) BasicTokenizer (class in neural_compressor.data.transforms.tokenization) (class in neural_compressor.experimental.data.transforms.tokenization) BasicTuneStrategy (class in neural_compressor.strategy.basic) BatchSampler (class in neural_compressor.data.dataloaders.sampler) (class in neural_compressor.experimental.data.dataloaders.sampler) BayesianOptimization (class in neural_compressor.strategy.bayesian) BayesianOptimizationSearcher (class in neural_compressor.experimental.nas.search_algorithms) BayesianTuneStrategy (class in neural_compressor.strategy.bayesian) before_delete_benchmark_entry() (in module neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface) Benchmark (class in neural_compressor.experimental.benchmark) (class in neural_compressor.ux.components.benchmark.benchmark) (class in neural_compressor.ux.components.db_manager.db_models.benchmark) Benchmark_Conf (class in neural_compressor.conf.config) benchmark_model() (in module neural_compressor.ux.components.benchmark.benchmark_model) benchmark_result_update() (in module neural_compressor.ux.components.benchmark.execute_benchmark) benchmark_result_update_pytorch_script() (in module neural_compressor.ux.components.benchmark.execute_benchmark) BenchmarkAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) BenchmarkAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface)

BenchmarkConfig (class in neural_compressor.config) BenchmarkConfigGenerator (class in neural_compressor.ux.components.config_generator.benchmark_config_generator) BenchmarkEditParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) BenchmarkParserFactory (class in neural_compressor.ux.utils.parser) BenchmarkResult (class in neural_compressor.ux.components.db_manager.db_models.benchmark_result) Benchmarks (class in neural_compressor.ux.components.benchmark) BenchmarkService (class in neural_compressor.ux.web.service.benchmark) best_model (neural_compressor.compression.callbacks.DistillationCallbacks attribute) (neural_compressor.experimental.distillation.Distillation attribute) best_score (neural_compressor.compression.callbacks.DistillationCallbacks attribute) (neural_compressor.experimental.distillation.Distillation attribute) bf16_symbolic_trace() (in module neural_compressor.adaptor.torch_utils.bf16_convert) BF16Convert (class in neural_compressor.adaptor.tf_utils.graph_rewriter.bf16.bf16_convert) BF16ModuleWrapper (class in neural_compressor.adaptor.torch_utils.bf16_convert) BiasCorrection (class in neural_compressor.adaptor.tf_utils.transform_graph.bias_correction) BilinearImagenetTransform (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) BinaryOperator (class in neural_compressor.adaptor.ox_utils.operators.binary_op) BLEU (class in neural_compressor.experimental.metric.bleu) (class in neural_compressor.metric.bleu) bleu_tokenize() (in module neural_compressor.experimental.metric.bleu) (in module neural_compressor.metric.bleu) block_iframe() (in module neural_compressor.ux.web.server) block_mask module block_size (neural_compressor.compression.pruner.patterns.PatternNxM attribute) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNxM attribute) block_sniffing() (in module neural_compressor.ux.web.server) build_parameters() (in module neural_compressor.ux.web.server) build_scale_mapping() (in module neural_compressor.experimental.export.torch2onnx) bypass_reshape() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in)

C

calculate_md5() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) calculate_scale_zp() (in module neural_compressor.adaptor.ox_utils.util) calib_model() (in module neural_compressor.adaptor.mxnet_utils.util) CalibCollector (class in neural_compressor.adaptor.mxnet_utils.util) CalibData (class in neural_compressor.adaptor.mxnet_utils.util) Calibration (class in neural_compressor.ux.utils.workload.quantization) CallBacks (class in neural_compressor.training) CaptureOutputToFile (class in neural_compressor.utils.utility) cast_tensor() (in module neural_compressor.adaptor.ox_utils.util) CastONNXTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CastPyTorchTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CastTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CenterCropTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CenterCropTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) change_log_level() (in module neural_compressor.ux.utils.logger) check_cfg_and_qconfig() (in module neural_compressor.adaptor.torch_utils.util) check_config() (in module neural_compressor.compression.pruner.utils) (in module neural_compressor.experimental.pytorch_pruner.prune_utils) check_if_collect_tuning_history() (in module neural_compressor.ux.components.optimization.execute_optimization) check_integrity() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) check_key_validity() (in module neural_compressor.compression.pruner.utils) check_model() (in module neural_compressor.experimental.export.qlinear2qdq) check_module() (in module neural_compressor.ux.utils.utils) check_mx_version() (in module neural_compressor.adaptor.mxnet_utils.util) check_version() (in module neural_compressor.ux.components.model_zoo.list_models) checkpoint_session() (in module neural_compressor.model.tensorflow_model) CIFAR10 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) CIFAR100 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) ClientErrorException COCOEvalWrapper (class in neural_compressor.experimental.metric.coco_tools) (class in neural_compressor.metric.coco_tools) COCOmAPv2 (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) COCONpy (class in neural_compressor.data.datasets.coco_dataset) (class in neural_compressor.experimental.data.datasets.coco_dataset) COCORaw (class in neural_compressor.data.datasets.coco_dataset) (class in neural_compressor.experimental.data.datasets.coco_dataset) COCORecordDataset (class in neural_compressor.data.datasets.coco_dataset) (class in neural_compressor.experimental.data.datasets.coco_dataset) COCOWrapper (class in neural_compressor.experimental.metric.coco_tools) (class in neural_compressor.metric.coco_tools) Collapser (class in neural_compressor.ux.components.graph.collapser) collate_preds() (in module neural_compressor.adaptor.ox_utils.util) collate_tf_preds() (in module neural_compressor.adaptor.tf_utils.util) collate_torch_preds() (in module neural_compressor.adaptor.torch_utils.util) CollectorBase (class in neural_compressor.adaptor.mxnet_utils.util) CollectTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) combine_capabilities() (in module neural_compressor.adaptor.mxnet_utils.util) combine_histogram() (in module neural_compressor.utils.utility) compare_label (neural_compressor.experimental.metric.metric.MAE attribute) (neural_compressor.experimental.metric.metric.MSE attribute) (neural_compressor.metric.metric.MAE attribute) (neural_compressor.metric.metric.MSE attribute) compare_weights() (in module neural_compressor.adaptor.torch_utils.hawq_metric) Component (class in neural_compressor.experimental.component)

ComposeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CompressionManager (class in neural_compressor.training) compute_bleu() (in module neural_compressor.experimental.metric.bleu_util) (in module neural_compressor.metric.bleu_util) compute_const_folding_using_tf() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) compute_sparsity() (in module neural_compressor.utils.utility) ConcatOperator (class in neural_compressor.adaptor.ox_utils.operators.concat) Conf (class in neural_compressor.conf.config) conf (neural_compressor.experimental.pruning.Pruning attribute) (neural_compressor.experimental.pruning_v2.Pruning attribute) Config (class in neural_compressor.ux.utils.workload.config) config (neural_compressor.compression.pruner.patterns.BasePattern attribute) (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.compression.pruner.schedulers.PruningScheduler attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.experimental.pytorch_pruner.scheduler.Scheduler attribute) config_file_path (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) config_quantizable_layers() (in module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.optimize_layer) ConfigGenerator (class in neural_compressor.ux.components.config_generator.config_generator) Configs (class in neural_compressor.ux.utils.workload.evaluation) Configuration (class in neural_compressor.ux.web.configuration) ConfigurationParser (class in neural_compressor.ux.components.configuration_wizard.configuration_parser) ConservativeTuneStrategy (class in neural_compressor.strategy.conservative) Convert() (in module neural_compressor.adaptor.torch_utils.bf16_convert) convert_by_vocab() (in module neural_compressor.data.transforms.tokenization) (in module neural_compressor.experimental.data.transforms.tokenization) convert_examples_to_features() (in module neural_compressor.data.datasets.bert_dataset) (in module neural_compressor.data.transforms.transform) (in module neural_compressor.experimental.data.datasets.bert_dataset) (in module neural_compressor.experimental.data.transforms.transform) convert_tensorflow_tensor_to_onnx() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) convert_to_unicode() (in module neural_compressor.data.transforms.tokenization) (in module neural_compressor.experimental.data.transforms.tokenization) ConvertAddToBiasAddOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_add_to_biasadd) ConvertLayoutOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_layout) ConvertLeakyReluOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_leakyrelu) ConvertNanToRandom (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_nan_to_random) ConvertPlaceholderToConst (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_placeholder_to_const) ConvOperator (class in neural_compressor.adaptor.ox_utils.operators.conv) CpuInfo (class in neural_compressor.utils.utility) create_data_example() (in module neural_compressor.adaptor.mxnet_utils.util) create_dataloader() (in module neural_compressor.utils.create_obj_from_config) create_dataset() (in module neural_compressor.utils.create_obj_from_config) create_dir_entry() (in module neural_compressor.ux.components.file_browser.file_browser) create_entry() (in module neural_compressor.ux.components.file_browser.file_browser) create_eval_func() (in module neural_compressor.utils.create_obj_from_config) create_file_entry() (in module neural_compressor.ux.components.file_browser.file_browser) create_search_space_pool() (in module neural_compressor.experimental.nas.nas_utils) create_simple_response() (in module neural_compressor.ux.web.communication) create_train_func() (in module neural_compressor.utils.create_obj_from_config) Criterion (class in neural_compressor.ux.utils.workload.pruning) criterion (neural_compressor.compression.pruner.pruners.BasicPruner attribute) criterion_registry() (in module neural_compressor.compression.distillation.criterions) (in module neural_compressor.experimental.common.criterion) Criterions (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) CropResizeTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CropResizeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CropToBoundingBox (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) CrossEntropyLossCriterion (class in neural_compressor.ux.utils.workload.pruning) current_sparsity_ratio (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute)

D

DataIterLoader (class in neural_compressor.adaptor.mxnet_utils.util) DataLoader (class in neural_compressor.data.dataloaders.dataloader) (class in neural_compressor.experimental.common.dataloader) Dataloader (class in neural_compressor.ux.components.db_manager.db_models.dataloader) (class in neural_compressor.ux.utils.workload.dataloader) DataloaderInterface (class in neural_compressor.ux.components.benchmark.benchmark) (class in neural_compressor.ux.components.optimization.optimization) (class in neural_compressor.ux.components.profiling.profiling) DataLoaderWrap (class in neural_compressor.adaptor.mxnet_utils.util) Dataset (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) (class in neural_compressor.ux.components.db_manager.db_models.dataset) (class in neural_compressor.ux.utils.workload.dataloader) dataset (neural_compressor.experimental.metric.coco_tools.COCOWrapper attribute) (neural_compressor.metric.coco_tools.COCOWrapper attribute) dataset_registry() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) DatasetAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) DatasetAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface) Datasets (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) DBManager (class in neural_compressor.ux.components.db_manager.db_manager) debug() (in module neural_compressor.utils.logger) deep_get() (in module neural_compressor.conf.dotdict) deep_set() (in module neural_compressor.conf.dotdict) default_collate() (in module neural_compressor.data.dataloaders.default_dataloader) (in module neural_compressor.experimental.data.dataloaders.default_dataloader) DefaultConf (class in neural_compressor.conf.config) DefaultDataLoader (class in neural_compressor.data.dataloaders.default_dataloader) (class in neural_compressor.experimental.data.dataloaders.default_dataloader) DeferredRoutingDefinition (class in neural_compressor.ux.web.router) DeferredSubprocessRoutingDefinition (class in neural_compressor.ux.web.router) delete_assign() (in module neural_compressor.ux.components.profiling.tensorflow_profiler.utils) deprecated() (in module neural_compressor.ux.utils.utils) Dequantize() (in module neural_compressor.utils.utility) dequantize_data() (in module neural_compressor.adaptor.ox_utils.util) dequantize_data_with_scale_zero() (in module neural_compressor.adaptor.ox_utils.util) DequantizeCastOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dequantize_cast_optimizer)

DequantizeWeight() (in module neural_compressor.utils.utility) detection_type (neural_compressor.experimental.metric.coco_tools.COCOWrapper attribute) (neural_compressor.metric.coco_tools.COCOWrapper attribute) determine_ip() (in module neural_compressor.ux.utils.utils) Diagnosis (class in neural_compressor.ux.components.diagnosis.diagnosis) (class in neural_compressor.ux.utils.workload.tuning) DiagnosisAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface) DiagnosisFactory (class in neural_compressor.ux.components.diagnosis.factory) DiagnosisOptimizationParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) DictionariesAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface) DilatedContraction (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dilated_contraction) Direct8BitOperator (class in neural_compressor.adaptor.ox_utils.operators.direct_q8) disable_cache() (in module neural_compressor.ux.web.server) disable_random() (in module neural_compressor.adaptor.tf_utils.util) Distillation (class in neural_compressor.experimental.distillation) Distillation_Conf (class in neural_compressor.conf.config) DistillationCallbacks (class in neural_compressor.compression.callbacks) DistillationConfig (class in neural_compressor.config) distribute_calib_tensors() (in module neural_compressor.adaptor.mxnet_utils.util) Domain (class in neural_compressor.ux.components.db_manager.db_models.domain) (class in neural_compressor.ux.components.model.domain) DomainFlavour (class in neural_compressor.ux.components.db_manager.db_models.domain_flavour) DomainFlavours (class in neural_compressor.ux.utils.consts) Domains (class in neural_compressor.ux.utils.consts) DotDict (class in neural_compressor.conf.dotdict) download_config() (in module neural_compressor.ux.components.model_zoo.download_config) download_model() (in module neural_compressor.ux.components.model_zoo.download_model) download_url() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) Downloader (class in neural_compressor.ux.components.model_zoo.downloader) dtype_to_name() (in module neural_compressor.adaptor.ox_utils.util) DummyDataReader (class in neural_compressor.experimental.export.utils) DummyDataset (class in neural_compressor.data.datasets.dummy_dataset) (class in neural_compressor.data.datasets.dummy_dataset_v2) (class in neural_compressor.experimental.data.datasets.dummy_dataset) (class in neural_compressor.experimental.data.datasets.dummy_dataset_v2) dump_data_to_local() (in module neural_compressor.utils.utility) dump_elapsed_time() (in module neural_compressor.utils.utility) DyNAS (class in neural_compressor.experimental.nas.dynas)

E

Edge (class in neural_compressor.ux.components.graph.edge) EmbedLayerNormalizationOperator (class in neural_compressor.adaptor.ox_utils.operators.embed_layernorm) end_step (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) ensure_list() (in module neural_compressor.adaptor.mxnet_utils.util) env module Environment (class in neural_compressor.ux.utils.environment) equal_dicts() (in module neural_compressor.utils.utility) error() (in module neural_compressor.utils.logger) estimator_session() (in module neural_compressor.model.tensorflow_model) eval_frequency (neural_compressor.compression.callbacks.DistillationCallbacks attribute) (neural_compressor.experimental.distillation.Distillation attribute) evaluate() (in module neural_compressor.experimental.metric.evaluate_squad) (in module neural_compressor.experimental.metric.f1) (in module neural_compressor.metric.evaluate_squad) (in module neural_compressor.metric.f1) Evaluation (class in neural_compressor.ux.utils.workload.evaluation) exact_match_score() (in module neural_compressor.experimental.metric.evaluate_squad) (in module neural_compressor.metric.evaluate_squad) Example (class in neural_compressor.ux.components.db_manager.db_models.example) ExampleClass (class in neural_compressor.template.api_doc_example) ExamplesAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.examples_api_interface)

execute_benchmark() (in module neural_compressor.ux.components.benchmark.execute_benchmark) execute_optimization() (in module neural_compressor.ux.components.optimization.execute_optimization) execute_optimization_pytorch_script() (in module neural_compressor.ux.components.optimization.execute_optimization) execute_optimization_regular() (in module neural_compressor.ux.components.optimization.execute_optimization) execute_profiling() (in module neural_compressor.ux.components.profiling.execute_profiling) execute_real_benchmark() (in module neural_compressor.ux.components.benchmark.execute_benchmark) execute_real_profiling() (in module neural_compressor.ux.components.profiling.execute_profiling) ExecutionStatus (class in neural_compressor.ux.utils.consts) Executor (class in neural_compressor.ux.utils.executor) ExhaustiveTuneStrategy (class in neural_compressor.strategy.exhaustive) ExitPolicy (class in neural_compressor.ux.utils.workload.tuning) ExpandDimsOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.expanddims_optimizer) ExpiringDict (class in neural_compressor.ux.utils.expiring_dict) ExpiringDictItem (class in neural_compressor.ux.utils.expiring_dict) export_to_csv() (in module neural_compressor.ux.utils.utils) ExportConfig (class in neural_compressor.config) ExportSingleImageDetectionBoxesToCoco() (in module neural_compressor.experimental.metric.coco_tools) (in module neural_compressor.metric.coco_tools) ExportSingleImageDetectionMasksToCoco() (in module neural_compressor.experimental.metric.coco_tools) (in module neural_compressor.metric.coco_tools) ExportSingleImageGroundtruthToCoco() (in module neural_compressor.experimental.metric.coco_tools) (in module neural_compressor.metric.coco_tools) extract_data_type() (in module neural_compressor.strategy.utils.utility)

F

F1 (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) f1_score() (in module neural_compressor.experimental.metric.evaluate_squad) (in module neural_compressor.experimental.metric.f1) (in module neural_compressor.metric.evaluate_squad) (in module neural_compressor.metric.f1) FakeQuantize (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.fake_quantize) FakeQuantizeBase (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.fake_quantize) FallbackTuningSampler (class in neural_compressor.strategy.utils.tuning_sampler) FashionMNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) FastBiasCorrection (class in neural_compressor.algorithm.fast_bias_correction) fatal() (in module neural_compressor.utils.logger) fault_tolerant_file() (in module neural_compressor.utils.utility) Feeder (class in neural_compressor.ux.components.configuration_wizard.params_feeder) fetch_module() (in module neural_compressor.adaptor.torch_utils.util) Fetcher (class in neural_compressor.data.dataloaders.fetcher) (class in neural_compressor.experimental.data.dataloaders.fetcher) FetchWeightFromReshapeOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fetch_weight_from_reshape) fill_dictionary() (in module neural_compressor.ux.components.db_manager.db_models.dataloader) (in module neural_compressor.ux.components.db_manager.db_models.domain) (in module neural_compressor.ux.components.db_manager.db_models.domain_flavour) (in module neural_compressor.ux.components.db_manager.db_models.framework) (in module neural_compressor.ux.components.db_manager.db_models.metric) (in module neural_compressor.ux.components.db_manager.db_models.optimization_type) (in module neural_compressor.ux.components.db_manager.db_models.precision) (in module neural_compressor.ux.components.db_manager.db_models.transform) Filter (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data.filters.filter) (class in neural_compressor.ux.utils.workload.dataloader) filter_registry() (in module neural_compressor.data.filters.filter) (in module neural_compressor.experimental.data.filters.filter) filter_requested_entries() (in module neural_compressor.ux.components.file_browser.file_browser) filter_transforms() (in module neural_compressor.ux.utils.utils) FILTERS (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data.filters.filter) find_by_name() (in module neural_compressor.adaptor.ox_utils.util) find_opset() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) find_pareto_front() (in module neural_compressor.experimental.nas.nas_utils) find_pattern_in_graph() (in module neural_compressor.ux.web.router) fit() (in module neural_compressor.benchmark) (in module neural_compressor.mix_precision) (in module neural_compressor.quantization) (in module neural_compressor.training) fix_ref_type_of_graph_def() (in module neural_compressor.adaptor.tf_utils.util) float_representer() (in module neural_compressor.ux.utils.yaml_utils) float_to_bfloat16() (in module neural_compressor.adaptor.ox_utils.util)

float_to_float16() (in module neural_compressor.adaptor.ox_utils.util) FoldBatchNormNodesOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_batch_norm) Footprint (class in neural_compressor.objective) Framework (class in neural_compressor.ux.components.db_manager.db_models.framework) framework_datasets (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) Frameworks (class in neural_compressor.ux.utils.consts) FreezeFakeQuantOpOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_fake_quant) FreezeValueTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value) FreezeValueWithoutCalibTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value_without_calib) frozen_pb_session() (in module neural_compressor.model.tensorflow_model) FrozenPbModel (class in neural_compressor.ux.components.model.tensorflow.frozen_pb) FullTokenizer (class in neural_compressor.data.transforms.tokenization) (class in neural_compressor.experimental.data.transforms.tokenization) function1() (in module neural_compressor.template.api_doc_example) function2() (in module neural_compressor.template.api_doc_example) function3() (in module neural_compressor.template.api_doc_example) fuse() (in module neural_compressor.adaptor.mxnet_utils.util) FuseBiasAddAndAddOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_biasadd_add) FuseColumnWiseMulOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_column_wise_mul) FuseConvRedundantDequantizeTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_redundant_dequantize) FuseConvRequantizeTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_requantize) FuseConvWithMathOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_conv_with_math) FuseDecomposedBNOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn) FuseDecomposedINOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in) FuseGeluOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_gelu) FuseLayerNormOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_layer_norm) FuseMatMulRedundantDequantizeTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_redundant_dequantize) FuseMatMulRequantizeDequantizeNewAPITransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize) FuseMatMulRequantizeDequantizeTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize) FuseMatMulRequantizeNewAPITransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize) FuseMatMulRequantizeTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize) FuseNodeStartWithConcatV2 (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_concatv2) (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_concatv2) FuseNodeStartWithConv2d (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv) (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv) FuseNodeStartWithDeconv2d (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv) FuseNodeStartWithFusedBatchNormV3 (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_bn) (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_bn) FuseNodeStartWithFusedInstanceNorm (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_in) FuseNodeStartWithMatmul (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul) (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_matmul) FuseNodeStartWithPooling (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_pooling) (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_pooling) FusePadWithConv2DOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_conv) FusePadWithFP32Conv2DOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_fp32_conv) FuseTransposeReshapeOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_reshape_transpose)

G

GatherOperator (class in neural_compressor.adaptor.ox_utils.operators.gather) GemmOperator (class in neural_compressor.adaptor.ox_utils.operators.gemm) gen_bar_updater() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) GeneralTopK (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) generate_activation_observer() (in module neural_compressor.adaptor.torch_utils.util) generate_feed_dict() (in module neural_compressor.adaptor.tf_utils.util) generate_pruner_config() (in module neural_compressor.compression.pruner.utils) GenerateGraphWithQDQPattern (class in neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.insert_qdq_pattern) generator1() (in module neural_compressor.template.api_doc_example) get_activation() (in module neural_compressor.experimental.common.torch_utils) get_adaptor_name() (in module neural_compressor.strategy.utils.utility) get_algorithm() (in module neural_compressor.utils.create_obj_from_config) get_all_fp32_data() (in module neural_compressor.utils.utility) get_architecture() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) get_available_models() (in module neural_compressor.ux.components.model_zoo.list_models) get_bios_version() (in module neural_compressor.ux.utils.hw_info) get_boundary_nodes() (in module neural_compressor.ux.components.configuration_wizard.get_boundary_nodes) get_bounded_threads() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) get_const_dim_count() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in) get_core_ids() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) get_criterion() (in module neural_compressor.compression.pruner.criteria) get_dataset_path() (in module neural_compressor.ux.utils.utils) get_default_path() (in module neural_compressor.ux.components.manage_workspace) get_default_pruning_config_path() (in module neural_compressor.ux.utils.utils) get_directory_entries() (in module neural_compressor.ux.components.file_browser.file_browser) get_distribution() (in module neural_compressor.ux.utils.hw_info) get_embedding_contiguous() (in module neural_compressor.adaptor.torch_utils.util) get_estimator_graph() (in module neural_compressor.adaptor.tf_utils.util) get_example_input() (in module neural_compressor.adaptor.torch_utils.util) get_fallback_order() (in module neural_compressor.adaptor.torch_utils.util) get_file_extension() (in module neural_compressor.ux.utils.utils) get_filter_value() (in module neural_compressor.ux.components.file_browser.file_browser) get_final_text() (in module neural_compressor.data.transforms.transform) (in module neural_compressor.experimental.data.transforms.transform) get_framework_dataloaders_config() (in module neural_compressor.ux.components.db_manager.utils) get_framework_dependency_info() (in module neural_compressor.ux.utils.hw_info) get_framework_from_path() (in module neural_compressor.ux.utils.utils) get_framework_info() (in module neural_compressor.ux.utils.hw_info) get_framework_module_name() (in module neural_compressor.ux.components.model_zoo.list_models) get_framework_name() (in module neural_compressor.adaptor.mxnet_utils.util) get_framework_transforms_config() (in module neural_compressor.ux.components.db_manager.utils) get_func_from_config() (in module neural_compressor.utils.create_obj_from_config) get_graph_def() (in module neural_compressor.adaptor.tf_utils.util) get_height_width_from_size() (in module neural_compressor.ux.utils.utils) get_index_from_strided_slice_of_shape() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) get_input_output_node_names() (in module neural_compressor.adaptor.tf_utils.util) get_input_shape() (in module neural_compressor.ux.components.model.tensorflow.utils) get_installed_frameworks() (in module neural_compressor.ux.components.model_zoo.list_models) get_kernel_version() (in module neural_compressor.ux.utils.hw_info) get_max_supported_opset_version() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_schema) get_metrics() (in module neural_compressor.utils.create_obj_from_config) get_metrics_dict() (in module neural_compressor.ux.utils.utils) get_model_fwk_name() (in module neural_compressor.model.model) get_model_graph() (in module neural_compressor.ux.web.router) get_model_input_shape() (in module neural_compressor.adaptor.tf_utils.util) get_model_type() (in module neural_compressor.model.tensorflow_model) (in module neural_compressor.ux.components.model.model_type_getter) get_model_zoo_config_path() (in module neural_compressor.ux.utils.utils) get_model_zoo_model_path() (in module neural_compressor.ux.utils.utils) get_module_version() (in module neural_compressor.ux.utils.utils) get_mse_order_per_fp32() (in module neural_compressor.adaptor.torch_utils.util) get_mse_order_per_int8() (in module neural_compressor.adaptor.torch_utils.util) get_node_mapping() (in module neural_compressor.experimental.export.torch2onnx) get_non_hidden_directory_entries() (in module neural_compressor.ux.components.file_browser.file_browser) get_number_of_sockets() (in module neural_compressor.ux.utils.hw_info) get_op_mode_by_query_order() (in module neural_compressor.strategy.utils.tuning_space) get_ops_recursively() (in module neural_compressor.adaptor.pytorch) get_pattern() (in module neural_compressor.compression.pruner.patterns) (in module neural_compressor.experimental.pytorch_pruner.patterns)

get_physical_ids() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) get_possible_values() (in module neural_compressor.ux.components.configuration_wizard.params_feeder) get_postprocess() (in module neural_compressor.utils.create_obj_from_config) get_predefined_config_path() (in module neural_compressor.ux.utils.utils) get_predefined_configuration() (in module neural_compressor.ux.components.configuration_wizard.get_configuration) get_preprocess() (in module neural_compressor.utils.create_obj_from_config) get_pruner() (in module neural_compressor.compression.pruner.pruners) (in module neural_compressor.experimental.pytorch_pruner.pruner) get_quantizable_onnx_ops() (in module neural_compressor.experimental.export.torch2onnx) get_quantizable_ops_from_cfgs() (in module neural_compressor.adaptor.torch_utils.util) get_reg() (in module neural_compressor.compression.pruner.regs) get_reg_type() (in module neural_compressor.compression.pruner.regs) get_requested_path() (in module neural_compressor.ux.components.file_browser.file_browser) get_scheduler() (in module neural_compressor.compression.pruner.schedulers) (in module neural_compressor.experimental.pytorch_pruner.scheduler) get_schema() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_schema) get_setting_value() (in module neural_compressor.ux.components.file_browser.file_browser) get_shape_from_transforms() (in module neural_compressor.ux.utils.utils) get_size() (in module neural_compressor.utils.utility) (in module neural_compressor.ux.utils.utils) get_smooth_scales_per_input() (in module neural_compressor.adaptor.ox_utils.util) get_smooth_scales_per_op() (in module neural_compressor.adaptor.ox_utils.util) get_sparsity_ratio() (in module neural_compressor.compression.pruner.utils) get_status_update_function() (in module neural_compressor.ux.utils.status_updates) get_subgraphs_from_onnx() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) get_system_info() (in module neural_compressor.ux.web.router) get_tensor_by_name() (in module neural_compressor.adaptor.tf_utils.util) get_tensor_histogram() (in module neural_compressor.utils.utility) get_tensor_val_from_graph_node() (in module neural_compressor.adaptor.tf_utils.util) get_tensorflow_node_attr() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) get_tensorflow_node_shape_attr() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) get_tensorflow_tensor_data() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) get_tensorflow_tensor_shape() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) get_threads() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) get_threads_per_core() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) get_tls_args() (in module neural_compressor.ux.web.server) get_torch_version() (in module neural_compressor.adaptor.torch_utils.util) get_torchvision_map() (in module neural_compressor.data.transforms.transform) (in module neural_compressor.experimental.data.transforms.transform) get_tuning_history() (in module neural_compressor.utils.utility) GithubInfo (class in neural_compressor.ux.utils.github_info) GLOBAL_STATE (class in neural_compressor.utils.utility) global_step (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) GlobalAveragePoolOperator (class in neural_compressor.adaptor.ox_utils.operators.gavgpool) GradientCriterion (class in neural_compressor.compression.pruner.criteria) GradientSensitivityPruner (class in neural_compressor.experimental.pruner_legacy.gradient_sensitivity) Graph (class in neural_compressor.ux.components.graph.graph) graph_def_session() (in module neural_compressor.model.tensorflow_model) Graph_Optimization (class in neural_compressor.experimental.graph_optimization) Graph_Optimization_Conf (class in neural_compressor.conf.config) graph_session() (in module neural_compressor.model.tensorflow_model) GraphAnalyzer (class in neural_compressor.adaptor.tf_utils.graph_util) GraphConverter (class in neural_compressor.adaptor.tf_utils.graph_converter) GraphConverterWithoutCalib (class in neural_compressor.adaptor.tf_utils.graph_converter_without_calib) GraphCseOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.graph_cse_optimizer) GraphFoldConstantOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_constant) GraphOptimization (class in neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization) (class in neural_compressor.ux.utils.workload.graph_optimization) GraphOptimizationConfigGenerator (class in neural_compressor.ux.components.config_generator.graph_optimization_config_generator) GraphReader (class in neural_compressor.ux.components.graph.graph_reader) GraphRewriterBase (class in neural_compressor.adaptor.tf_utils.graph_rewriter.graph_base) GraphRewriterHelper (class in neural_compressor.adaptor.tf_utils.graph_util) GraphTrace (class in neural_compressor.adaptor.torch_utils.smooth_quant) GraphTransformBase (class in neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base) GrapplerOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.grappler_pass) GridSearcher (class in neural_compressor.experimental.nas.search_algorithms) GroupLasso (class in neural_compressor.compression.pruner.regs) GroupLassoPruner (class in neural_compressor.experimental.pruner_legacy.group_lasso) GroupNode (class in neural_compressor.ux.components.graph.node)

H

handle_api_call() (in module neural_compressor.ux.web.server) hawq_top() (in module neural_compressor.adaptor.torch_utils.hawq_metric) HAWQ_V2TuneStrategy (class in neural_compressor.strategy.hawq_v2)

HessianTrace (class in neural_compressor.adaptor.torch_utils.hawq_metric) HistorySnapshotParser (class in neural_compressor.ux.web.service.history_snapshot_parser) HWInfo (class in neural_compressor.ux.utils.hw_info)

I

ImageFolder (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) ImagenetRaw (class in neural_compressor.data.datasets.imagenet_dataset) (class in neural_compressor.experimental.data.datasets.imagenet_dataset) IndexFetcher (class in neural_compressor.data.dataloaders.fetcher) (class in neural_compressor.experimental.data.dataloaders.fetcher) infer_onnx_shape_dtype() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) info() (in module neural_compressor.utils.logger) init_quantize_config() (in module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_helper) initial_tuning_cfg_with_quant_mode() (in module neural_compressor.strategy.utils.tuning_space) initialize_associations() (in module neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface) (in module neural_compressor.ux.components.db_manager.db_operations.db_operations) initialize_name_counter() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) initialize_precision_optimization_types_association() (in module neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface) (in module neural_compressor.ux.components.db_manager.db_operations.db_operations) InjectDummyBiasAddOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dummy_biasadd) input2tuple() (in module neural_compressor.adaptor.torch_utils.util) InputFeatures (class in neural_compressor.data.datasets.bert_dataset) (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.datasets.bert_dataset) (class in neural_compressor.experimental.data.transforms.transform) insert_smooth_mul_op_per_input() (in module neural_compressor.adaptor.ox_utils.util) insert_smooth_mul_op_per_op() (in module neural_compressor.adaptor.ox_utils.util) InsertLogging (class in neural_compressor.adaptor.tf_utils.transform_graph.insert_logging) InsertPrintMinMaxNode (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.insert_print_node) int8_node_name_reverse() (in module neural_compressor.adaptor.tf_utils.util) IntermediateLayersKnowledgeDistillationLoss (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) (class in neural_compressor.ux.utils.workload.pruning) IntermediateLayersKnowledgeDistillationLossConfig (class in neural_compressor.config)

InternalException invalid_layers (neural_compressor.compression.pruner.patterns.BasePattern attribute) IPEXModel (class in neural_compressor.model.torch_model) is_B_transposed() (in module neural_compressor.adaptor.ox_utils.util) is_ckpt_format() (in module neural_compressor.adaptor.tf_utils.util) is_dataset_file() (in module neural_compressor.ux.utils.utils) is_dataset_or_directory_entry() (in module neural_compressor.ux.components.file_browser.file_browser) is_development_env() (in module neural_compressor.ux.utils.utils) is_directory_entry() (in module neural_compressor.ux.components.file_browser.file_browser) is_fused_module() (in module neural_compressor.adaptor.torch_utils.util) is_global (neural_compressor.compression.pruner.patterns.BasePattern attribute) (neural_compressor.experimental.pytorch_pruner.patterns.Pattern attribute) is_hidden() (in module neural_compressor.ux.utils.utils) is_int8_model() (in module neural_compressor.utils.pytorch) is_list_or_tuple() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) is_model_or_directory_entry() (in module neural_compressor.ux.components.file_browser.file_browser) is_model_quantized() (in module neural_compressor.adaptor.mxnet_utils.util) is_onnx_domain() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) is_saved_model_format() (in module neural_compressor.adaptor.tf_utils.util) is_turbo_boost_enabled() (in module neural_compressor.ux.utils.hw_info) isiterable() (in module neural_compressor.adaptor.mxnet_utils.util) IterableDataset (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) IterableFetcher (class in neural_compressor.data.dataloaders.fetcher) (class in neural_compressor.experimental.data.dataloaders.fetcher) IterableSampler (class in neural_compressor.data.dataloaders.sampler) (class in neural_compressor.experimental.data.dataloaders.sampler) IterativeScheduler (class in neural_compressor.compression.pruner.schedulers) (class in neural_compressor.experimental.pytorch_pruner.scheduler) iterator_sess_run() (in module neural_compressor.adaptor.tf_utils.util)

J

JsonSerializer (class in neural_compressor.ux.utils.json_serializer)

K

k (neural_compressor.experimental.metric.metric.GeneralTopK attribute) (neural_compressor.experimental.metric.metric.TensorflowTopK attribute) (neural_compressor.metric.metric.GeneralTopK attribute) (neural_compressor.metric.metric.TensorflowTopK attribute) keep_mask_layers (neural_compressor.compression.pruner.patterns.BasePattern attribute) keras_session() (in module neural_compressor.model.tensorflow_model) KerasAdaptor (class in neural_compressor.adaptor.keras) KerasModel (class in neural_compressor.model.keras_model) (class in neural_compressor.ux.components.model.tensorflow.keras)

KL_Divergence (class in neural_compressor.utils.kl_divergence) KnowledgeDistillationFramework (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) KnowledgeDistillationLoss (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) KnowledgeDistillationLossConfig (class in neural_compressor.config) KnowledgeDistillationLossCriterion (class in neural_compressor.ux.utils.workload.pruning)

L

label_list (neural_compressor.experimental.metric.metric.Accuracy attribute) (neural_compressor.experimental.metric.metric.MAE attribute) (neural_compressor.experimental.metric.metric.MSE attribute) (neural_compressor.metric.metric.Accuracy attribute) (neural_compressor.metric.metric.MAE attribute) (neural_compressor.metric.metric.MSE attribute) LabelBalance (class in neural_compressor.ux.utils.workload.dataloader) LabelBalanceCOCORawFilter (class in neural_compressor.data.filters.coco_filter) (class in neural_compressor.experimental.data.filters.coco_filter) LabelBalanceCOCORecordFilter (class in neural_compressor.data.filters.coco_filter) (class in neural_compressor.experimental.data.filters.coco_filter) labels (neural_compressor.experimental.metric.bleu.BLEU attribute) (neural_compressor.metric.bleu.BLEU attribute) LabelShift (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) LayerHistogramCollector (class in neural_compressor.utils.collect_layer_histogram) LazyImport (class in neural_compressor.utils.utility) list_models() (in module neural_compressor.ux.components.model_zoo.list_models) load() (in module neural_compressor.utils.pytorch) load_and_cache_examples() (in module neural_compressor.data.datasets.bert_dataset) (in module neural_compressor.experimental.data.datasets.bert_dataset)

load_data_from_pkl() (in module neural_compressor.utils.utility) load_dataloader_config() (in module neural_compressor.ux.utils.utils) load_help_nc_params() (in module neural_compressor.ux.utils.utils) load_metrics_config() (in module neural_compressor.ux.utils.utils) load_model_config() (in module neural_compressor.ux.utils.utils) load_model_wise_params() (in module neural_compressor.ux.utils.utils) load_precisions_config() (in module neural_compressor.ux.utils.utils) load_profiling_details() (in module neural_compressor.ux.components.profiling.profile_model) load_pruning_details_config() (in module neural_compressor.ux.utils.utils) load_saved_model() (in module neural_compressor.model.tensorflow_model) load_transforms_config() (in module neural_compressor.ux.utils.utils) load_transforms_filter_config() (in module neural_compressor.ux.utils.utils) load_vocab() (in module neural_compressor.data.transforms.tokenization) (in module neural_compressor.experimental.data.transforms.tokenization) log() (in module neural_compressor.utils.logger) Logger (class in neural_compressor.utils.logger) Loss (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) LSTMOperator (class in neural_compressor.adaptor.ox_utils.operators.lstm)

M

M (neural_compressor.compression.pruner.patterns.PatternNInM attribute) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNInM attribute) MAE (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) MagnitudeCriterion (class in neural_compressor.compression.pruner.criteria) MagnitudePruner (class in neural_compressor.experimental.pytorch_pruner.pruner) main() (in module neural_compressor.ux.inc_bench) make_dquant_node() (in module neural_compressor.adaptor.ox_utils.util) make_module() (in module neural_compressor.adaptor.mxnet_utils.util) make_nc_model() (in module neural_compressor.adaptor.mxnet_utils.util) make_onnx_inputs_outputs() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) make_onnx_shape() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) make_quant_node() (in module neural_compressor.adaptor.ox_utils.util) make_symbol_block() (in module neural_compressor.adaptor.mxnet_utils.util) map_numpy_to_onnx_dtype() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) map_onnx_to_numpy_type() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) map_tensorflow_dtype() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) MappingDirection (class in neural_compressor.ux.components.names_mapper.names_mapper) masks (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) MatMulOperator (class in neural_compressor.adaptor.ox_utils.operators.matmul) max_sparsity_ratio_per_layer (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) max_sparsity_ratio_per_op (neural_compressor.compression.pruner.patterns.BasePattern attribute) (neural_compressor.compression.pruner.pruners.BasePruner attribute) MaxPoolOperator (class in neural_compressor.adaptor.ox_utils.operators.maxpool) MergeDuplicatedQDQOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.merge_duplicated_qdq) Message (class in neural_compressor.ux.web.communication) MessageQueue (class in neural_compressor.ux.web.communication) MetaGraphModel (class in neural_compressor.ux.components.model.tensorflow.meta_graph) MetaInfoChangingMemOpOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.meta_op_optimizer) Metric (class in neural_compressor.experimental.common.metric) (class in neural_compressor.metric.metric) (class in neural_compressor.ux.components.db_manager.db_models.metric) (class in neural_compressor.ux.utils.templates.metric) (class in neural_compressor.ux.utils.workload.evaluation) metric_max_over_ground_truths() (in module neural_compressor.experimental.metric.evaluate_squad) (in module neural_compressor.experimental.metric.f1) (in module neural_compressor.metric.evaluate_squad) (in module neural_compressor.metric.f1) metric_registry() (in module neural_compressor.experimental.metric.metric) (in module neural_compressor.metric.metric) METRICS (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) metrics (neural_compressor.experimental.metric.metric.METRICS attribute) (neural_compressor.experimental.metric.metric.MXNetMetrics attribute) (neural_compressor.experimental.metric.metric.ONNXRTITMetrics attribute) (neural_compressor.experimental.metric.metric.ONNXRTQLMetrics attribute) (neural_compressor.experimental.metric.metric.PyTorchMetrics attribute) (neural_compressor.experimental.metric.metric.TensorflowMetrics attribute) (neural_compressor.metric.metric.METRICS attribute) (neural_compressor.metric.metric.MXNetMetrics attribute) (neural_compressor.metric.metric.ONNXRTITMetrics attribute) (neural_compressor.metric.metric.ONNXRTQLMetrics attribute) (neural_compressor.metric.metric.PyTorchMetrics attribute) (neural_compressor.metric.metric.TensorflowMetrics attribute) min_sparsity_ratio_per_op (neural_compressor.compression.pruner.patterns.BasePattern attribute) mIOU (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) MixedPrecision (class in neural_compressor.experimental.mixed_precision) (class in neural_compressor.ux.components.optimization.mixed_precision.mixed_precision) (class in neural_compressor.ux.utils.workload.mixed_precision) MixedPrecision_Conf (class in neural_compressor.conf.config) MixedPrecisionConfig (class in neural_compressor.config) MixedPrecisionConfigGenerator (class in neural_compressor.ux.components.config_generator.mixed_precision_config_generator) MNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) MODE (class in neural_compressor.utils.utility) Model (class in neural_compressor.experimental.common.model) (class in neural_compressor.model.model) (class in neural_compressor.ux.components.db_manager.db_models.model) (class in neural_compressor.ux.components.model.model) (class in neural_compressor.ux.utils.workload.model) model (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) ModelAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) ModelAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.model_api_interface) ModelConversion (class in neural_compressor.experimental.model_conversion) ModelRepository (class in neural_compressor.ux.components.model.repository) ModelService (class in neural_compressor.ux.web.service.model) ModelSize (class in neural_compressor.objective) ModelWiseTuningSampler (class in neural_compressor.strategy.utils.tuning_sampler) module 644ec953a7dc_pruning_support 6ece06672ed3_v1_14 6f0d0f71d92e_v1_13 9e89549a08c8_v1_11 block_mask env neural_compressor neural_compressor.adaptor neural_compressor.adaptor.adaptor neural_compressor.adaptor.keras neural_compressor.adaptor.keras_utils neural_compressor.adaptor.keras_utils.conv2d neural_compressor.adaptor.keras_utils.dense neural_compressor.adaptor.keras_utils.depthwise_conv2d neural_compressor.adaptor.keras_utils.quantizer neural_compressor.adaptor.keras_utils.separable_conv2d neural_compressor.adaptor.mxnet neural_compressor.adaptor.mxnet_utils neural_compressor.adaptor.mxnet_utils.util neural_compressor.adaptor.onnxrt neural_compressor.adaptor.ox_utils neural_compressor.adaptor.ox_utils.calibration neural_compressor.adaptor.ox_utils.operators neural_compressor.adaptor.ox_utils.operators.activation neural_compressor.adaptor.ox_utils.operators.argmax neural_compressor.adaptor.ox_utils.operators.attention neural_compressor.adaptor.ox_utils.operators.binary_op neural_compressor.adaptor.ox_utils.operators.concat neural_compressor.adaptor.ox_utils.operators.conv neural_compressor.adaptor.ox_utils.operators.direct_q8 neural_compressor.adaptor.ox_utils.operators.embed_layernorm neural_compressor.adaptor.ox_utils.operators.gather neural_compressor.adaptor.ox_utils.operators.gavgpool neural_compressor.adaptor.ox_utils.operators.gemm neural_compressor.adaptor.ox_utils.operators.lstm neural_compressor.adaptor.ox_utils.operators.matmul neural_compressor.adaptor.ox_utils.operators.maxpool neural_compressor.adaptor.ox_utils.operators.ops neural_compressor.adaptor.ox_utils.operators.pad neural_compressor.adaptor.ox_utils.operators.pooling neural_compressor.adaptor.ox_utils.operators.resize neural_compressor.adaptor.ox_utils.operators.split neural_compressor.adaptor.ox_utils.quantizer neural_compressor.adaptor.ox_utils.util neural_compressor.adaptor.pytorch neural_compressor.adaptor.query neural_compressor.adaptor.tensorflow neural_compressor.adaptor.tf_utils neural_compressor.adaptor.tf_utils.graph_converter neural_compressor.adaptor.tf_utils.graph_converter_without_calib neural_compressor.adaptor.tf_utils.graph_rewriter neural_compressor.adaptor.tf_utils.graph_rewriter.bf16 neural_compressor.adaptor.tf_utils.graph_rewriter.bf16.bf16_convert neural_compressor.adaptor.tf_utils.graph_rewriter.generic neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_add_to_biasadd neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_layout neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_leakyrelu neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_nan_to_random neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_placeholder_to_const neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dequantize_cast_optimizer neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dilated_contraction neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dummy_biasadd neural_compressor.adaptor.tf_utils.graph_rewriter.generic.expanddims_optimizer neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fetch_weight_from_reshape neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_batch_norm neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_constant neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_biasadd_add neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_column_wise_mul neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_conv_with_math neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_gelu neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_layer_norm neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_conv neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_fp32_conv neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_reshape_transpose neural_compressor.adaptor.tf_utils.graph_rewriter.generic.graph_cse_optimizer neural_compressor.adaptor.tf_utils.graph_rewriter.generic.grappler_pass neural_compressor.adaptor.tf_utils.graph_rewriter.generic.insert_print_node neural_compressor.adaptor.tf_utils.graph_rewriter.generic.move_squeeze_after_relu neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize neural_compressor.adaptor.tf_utils.graph_rewriter.generic.remove_training_nodes neural_compressor.adaptor.tf_utils.graph_rewriter.generic.rename_batch_norm neural_compressor.adaptor.tf_utils.graph_rewriter.generic.split_shared_input neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_equivalent_nodes neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_unused_nodes neural_compressor.adaptor.tf_utils.graph_rewriter.generic.switch_optimizer neural_compressor.adaptor.tf_utils.graph_rewriter.graph_base neural_compressor.adaptor.tf_utils.graph_rewriter.int8 neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_fake_quant neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value_without_calib neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_redundant_dequantize neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_requantize neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_redundant_dequantize neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize neural_compressor.adaptor.tf_utils.graph_rewriter.int8.meta_op_optimizer neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_hostconst_converter neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_quantized_op_cse neural_compressor.adaptor.tf_utils.graph_rewriter.int8.rnn_convert neural_compressor.adaptor.tf_utils.graph_rewriter.int8.scale_propagation neural_compressor.adaptor.tf_utils.graph_rewriter.onnx neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_graph neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_node neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_schema neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils neural_compressor.adaptor.tf_utils.graph_rewriter.qdq neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.insert_qdq_pattern neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.merge_duplicated_qdq neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.share_qdq_y_pattern neural_compressor.adaptor.tf_utils.graph_util neural_compressor.adaptor.tf_utils.quantize_graph neural_compressor.adaptor.tf_utils.quantize_graph.qat neural_compressor.adaptor.tf_utils.quantize_graph.qat.fake_quantize neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_helper neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.optimize_layer neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_add neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_base neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_bn neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper neural_compressor.adaptor.tf_utils.quantize_graph.qdq neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_bn neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_concatv2 neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_pooling neural_compressor.adaptor.tf_utils.quantize_graph.qdq.optimize_qdq neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_bn neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_concatv2 neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_for_intel_cpu neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_matmul neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_pooling neural_compressor.adaptor.tf_utils.quantize_graph_common neural_compressor.adaptor.tf_utils.tf2onnx_converter neural_compressor.adaptor.tf_utils.transform_graph neural_compressor.adaptor.tf_utils.transform_graph.bias_correction neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base neural_compressor.adaptor.tf_utils.transform_graph.insert_logging neural_compressor.adaptor.tf_utils.transform_graph.rerange_quantized_concat neural_compressor.adaptor.tf_utils.util neural_compressor.adaptor.torch_utils neural_compressor.adaptor.torch_utils.bf16_convert neural_compressor.adaptor.torch_utils.hawq_metric neural_compressor.adaptor.torch_utils.smooth_quant neural_compressor.adaptor.torch_utils.symbolic_trace neural_compressor.adaptor.torch_utils.util neural_compressor.algorithm neural_compressor.algorithm.algorithm neural_compressor.algorithm.fast_bias_correction neural_compressor.algorithm.smooth_quant neural_compressor.algorithm.weight_correction neural_compressor.benchmark neural_compressor.compression neural_compressor.compression.callbacks neural_compressor.compression.distillation neural_compressor.compression.distillation.criterions neural_compressor.compression.pruner neural_compressor.compression.pruner.criteria neural_compressor.compression.pruner.patterns neural_compressor.compression.pruner.pruners neural_compressor.compression.pruner.regs neural_compressor.compression.pruner.schedulers neural_compressor.compression.pruner.utils neural_compressor.conf neural_compressor.conf.config neural_compressor.conf.dotdict neural_compressor.conf.pythonic_config neural_compressor.config neural_compressor.contrib neural_compressor.contrib.strategy neural_compressor.contrib.strategy.sigopt neural_compressor.contrib.strategy.tpe neural_compressor.data neural_compressor.data.dataloaders neural_compressor.data.dataloaders.base_dataloader neural_compressor.data.dataloaders.dataloader neural_compressor.data.dataloaders.default_dataloader neural_compressor.data.dataloaders.fetcher neural_compressor.data.dataloaders.mxnet_dataloader neural_compressor.data.dataloaders.onnxrt_dataloader neural_compressor.data.dataloaders.pytorch_dataloader neural_compressor.data.dataloaders.sampler neural_compressor.data.dataloaders.tensorflow_dataloader neural_compressor.data.datasets neural_compressor.data.datasets.bert_dataset neural_compressor.data.datasets.coco_dataset neural_compressor.data.datasets.dataset neural_compressor.data.datasets.dummy_dataset neural_compressor.data.datasets.dummy_dataset_v2 neural_compressor.data.datasets.imagenet_dataset neural_compressor.data.datasets.style_transfer_dataset neural_compressor.data.filters neural_compressor.data.filters.coco_filter neural_compressor.data.filters.filter neural_compressor.data.transforms neural_compressor.data.transforms.coco_transform neural_compressor.data.transforms.imagenet_transform neural_compressor.data.transforms.postprocess neural_compressor.data.transforms.tokenization neural_compressor.data.transforms.transform neural_compressor.experimental neural_compressor.experimental.benchmark neural_compressor.experimental.common neural_compressor.experimental.common.criterion neural_compressor.experimental.common.dataloader neural_compressor.experimental.common.metric neural_compressor.experimental.common.model neural_compressor.experimental.common.optimizer neural_compressor.experimental.common.postprocess neural_compressor.experimental.common.torch_utils neural_compressor.experimental.component neural_compressor.experimental.compression neural_compressor.experimental.compression.pruning neural_compressor.experimental.data neural_compressor.experimental.data.dataloaders neural_compressor.experimental.data.dataloaders.base_dataloader neural_compressor.experimental.data.dataloaders.dataloader neural_compressor.experimental.data.dataloaders.default_dataloader neural_compressor.experimental.data.dataloaders.fetcher neural_compressor.experimental.data.dataloaders.mxnet_dataloader neural_compressor.experimental.data.dataloaders.onnxrt_dataloader neural_compressor.experimental.data.dataloaders.pytorch_dataloader neural_compressor.experimental.data.dataloaders.sampler neural_compressor.experimental.data.dataloaders.tensorflow_dataloader neural_compressor.experimental.data.datasets neural_compressor.experimental.data.datasets.bert_dataset neural_compressor.experimental.data.datasets.coco_dataset neural_compressor.experimental.data.datasets.dataset neural_compressor.experimental.data.datasets.dummy_dataset neural_compressor.experimental.data.datasets.dummy_dataset_v2 neural_compressor.experimental.data.datasets.imagenet_dataset neural_compressor.experimental.data.datasets.style_transfer_dataset neural_compressor.experimental.data.filters neural_compressor.experimental.data.filters.coco_filter neural_compressor.experimental.data.filters.filter neural_compressor.experimental.data.transforms neural_compressor.experimental.data.transforms.imagenet_transform neural_compressor.experimental.data.transforms.tokenization neural_compressor.experimental.data.transforms.transform neural_compressor.experimental.distillation neural_compressor.experimental.export neural_compressor.experimental.export.qlinear2qdq neural_compressor.experimental.export.tf2onnx neural_compressor.experimental.export.torch2onnx neural_compressor.experimental.export.utils neural_compressor.experimental.graph_optimization neural_compressor.experimental.metric neural_compressor.experimental.metric.bleu neural_compressor.experimental.metric.bleu_util neural_compressor.experimental.metric.coco_label_map neural_compressor.experimental.metric.coco_tools neural_compressor.experimental.metric.evaluate_squad neural_compressor.experimental.metric.f1 neural_compressor.experimental.metric.metric neural_compressor.experimental.mixed_precision neural_compressor.experimental.model_conversion neural_compressor.experimental.nas neural_compressor.experimental.nas.basic_nas neural_compressor.experimental.nas.dynas neural_compressor.experimental.nas.nas neural_compressor.experimental.nas.nas_utils neural_compressor.experimental.nas.search_algorithms neural_compressor.experimental.pruner_legacy neural_compressor.experimental.pruner_legacy.gradient_sensitivity neural_compressor.experimental.pruner_legacy.group_lasso neural_compressor.experimental.pruner_legacy.magnitude neural_compressor.experimental.pruner_legacy.pattern_lock neural_compressor.experimental.pruner_legacy.pruner neural_compressor.experimental.pruning neural_compressor.experimental.pruning_recipes neural_compressor.experimental.pruning_recipes.patterns neural_compressor.experimental.pruning_recipes.patterns.pattern neural_compressor.experimental.pruning_recipes.patterns.tile_pattern neural_compressor.experimental.pruning_v2 neural_compressor.experimental.pytorch_pruner neural_compressor.experimental.pytorch_pruner.logger neural_compressor.experimental.pytorch_pruner.patterns neural_compressor.experimental.pytorch_pruner.prune_utils neural_compressor.experimental.pytorch_pruner.pruner neural_compressor.experimental.pytorch_pruner.pruning neural_compressor.experimental.pytorch_pruner.scheduler neural_compressor.experimental.quantization neural_compressor.experimental.scheduler neural_compressor.metric neural_compressor.metric.bleu neural_compressor.metric.bleu_util neural_compressor.metric.coco_label_map neural_compressor.metric.coco_tools neural_compressor.metric.evaluate_squad neural_compressor.metric.f1 neural_compressor.metric.metric neural_compressor.mix_precision neural_compressor.model neural_compressor.model.base_model neural_compressor.model.keras_model neural_compressor.model.model neural_compressor.model.mxnet_model neural_compressor.model.nets_factory neural_compressor.model.onnx_model neural_compressor.model.tensorflow_model neural_compressor.model.torch_model neural_compressor.objective neural_compressor.quantization neural_compressor.strategy neural_compressor.strategy.auto neural_compressor.strategy.auto_mixed_precision neural_compressor.strategy.basic neural_compressor.strategy.bayesian neural_compressor.strategy.conservative neural_compressor.strategy.exhaustive neural_compressor.strategy.hawq_v2 neural_compressor.strategy.mse neural_compressor.strategy.mse_v2 neural_compressor.strategy.random neural_compressor.strategy.strategy neural_compressor.strategy.utils neural_compressor.strategy.utils.constant neural_compressor.strategy.utils.tuning_sampler neural_compressor.strategy.utils.tuning_space neural_compressor.strategy.utils.tuning_structs neural_compressor.strategy.utils.utility neural_compressor.template neural_compressor.template.api_doc_example neural_compressor.training neural_compressor.utils neural_compressor.utils.collect_layer_histogram neural_compressor.utils.constant neural_compressor.utils.create_obj_from_config neural_compressor.utils.kl_divergence neural_compressor.utils.load_huggingface neural_compressor.utils.logger neural_compressor.utils.options neural_compressor.utils.pytorch neural_compressor.utils.utility neural_compressor.ux neural_compressor.ux.components neural_compressor.ux.components.benchmark neural_compressor.ux.components.benchmark.benchmark neural_compressor.ux.components.benchmark.benchmark_model neural_compressor.ux.components.benchmark.execute_benchmark neural_compressor.ux.components.config_generator neural_compressor.ux.components.config_generator.benchmark_config_generator neural_compressor.ux.components.config_generator.config_generator neural_compressor.ux.components.config_generator.graph_optimization_config_generator neural_compressor.ux.components.config_generator.mixed_precision_config_generator neural_compressor.ux.components.config_generator.profiling_config_generator neural_compressor.ux.components.config_generator.pruning_config_generator neural_compressor.ux.components.config_generator.quantization_config_generator neural_compressor.ux.components.configuration_wizard neural_compressor.ux.components.configuration_wizard.configuration_parser neural_compressor.ux.components.configuration_wizard.get_boundary_nodes neural_compressor.ux.components.configuration_wizard.get_configuration neural_compressor.ux.components.configuration_wizard.params_feeder neural_compressor.ux.components.configuration_wizard.pruning_config_parser neural_compressor.ux.components.db_manager neural_compressor.ux.components.db_manager.db_manager neural_compressor.ux.components.db_manager.db_models neural_compressor.ux.components.db_manager.db_models.benchmark neural_compressor.ux.components.db_manager.db_models.benchmark_result neural_compressor.ux.components.db_manager.db_models.dataloader neural_compressor.ux.components.db_manager.db_models.dataset neural_compressor.ux.components.db_manager.db_models.domain neural_compressor.ux.components.db_manager.db_models.domain_flavour neural_compressor.ux.components.db_manager.db_models.example neural_compressor.ux.components.db_manager.db_models.framework neural_compressor.ux.components.db_manager.db_models.metric neural_compressor.ux.components.db_manager.db_models.model neural_compressor.ux.components.db_manager.db_models.optimization neural_compressor.ux.components.db_manager.db_models.optimization_type neural_compressor.ux.components.db_manager.db_models.precision neural_compressor.ux.components.db_manager.db_models.profiling neural_compressor.ux.components.db_manager.db_models.profiling_result neural_compressor.ux.components.db_manager.db_models.project neural_compressor.ux.components.db_manager.db_models.pruning_details neural_compressor.ux.components.db_manager.db_models.transform neural_compressor.ux.components.db_manager.db_models.tuning_details neural_compressor.ux.components.db_manager.db_models.tuning_history neural_compressor.ux.components.db_manager.db_operations neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface neural_compressor.ux.components.db_manager.db_operations.db_operations neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface neural_compressor.ux.components.db_manager.db_operations.examples_api_interface neural_compressor.ux.components.db_manager.db_operations.model_api_interface neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface neural_compressor.ux.components.db_manager.db_operations.project_api_interface neural_compressor.ux.components.db_manager.params_interfaces neural_compressor.ux.components.db_manager.utils neural_compressor.ux.components.diagnosis neural_compressor.ux.components.diagnosis.diagnosis neural_compressor.ux.components.diagnosis.factory neural_compressor.ux.components.diagnosis.onnx_diagnosis neural_compressor.ux.components.diagnosis.onnx_diagnosis.onnxrt_diagnosis neural_compressor.ux.components.diagnosis.op_details neural_compressor.ux.components.diagnosis.op_entry neural_compressor.ux.components.diagnosis.tensorflow_diagnosis neural_compressor.ux.components.diagnosis.tensorflow_diagnosis.tensorflow_diagnosis neural_compressor.ux.components.file_browser neural_compressor.ux.components.file_browser.file_browser neural_compressor.ux.components.graph neural_compressor.ux.components.graph.attribute neural_compressor.ux.components.graph.collapser neural_compressor.ux.components.graph.edge neural_compressor.ux.components.graph.graph neural_compressor.ux.components.graph.graph_reader neural_compressor.ux.components.graph.node neural_compressor.ux.components.graph.reader neural_compressor.ux.components.graph.reader.onnxrt_reader neural_compressor.ux.components.graph.reader.tensorflow_reader neural_compressor.ux.components.jobs_management neural_compressor.ux.components.jobs_management.jobs_control_queue neural_compressor.ux.components.jobs_management.jobs_manager neural_compressor.ux.components.jobs_management.request neural_compressor.ux.components.manage_workspace neural_compressor.ux.components.model neural_compressor.ux.components.model.domain neural_compressor.ux.components.model.model neural_compressor.ux.components.model.model_type_getter neural_compressor.ux.components.model.onnxrt neural_compressor.ux.components.model.onnxrt.model neural_compressor.ux.components.model.pytorch neural_compressor.ux.components.model.pytorch.model neural_compressor.ux.components.model.repository neural_compressor.ux.components.model.shape neural_compressor.ux.components.model.tensorflow neural_compressor.ux.components.model.tensorflow.frozen_pb neural_compressor.ux.components.model.tensorflow.keras neural_compressor.ux.components.model.tensorflow.meta_graph neural_compressor.ux.components.model.tensorflow.model neural_compressor.ux.components.model.tensorflow.saved_model neural_compressor.ux.components.model.tensorflow.utils neural_compressor.ux.components.model_zoo neural_compressor.ux.components.model_zoo.download_config neural_compressor.ux.components.model_zoo.download_model neural_compressor.ux.components.model_zoo.downloader neural_compressor.ux.components.model_zoo.list_models neural_compressor.ux.components.names_mapper neural_compressor.ux.components.names_mapper.names_mapper neural_compressor.ux.components.optimization neural_compressor.ux.components.optimization.execute_optimization neural_compressor.ux.components.optimization.factory neural_compressor.ux.components.optimization.graph_optimizer neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization neural_compressor.ux.components.optimization.graph_optimizer.optimize_model neural_compressor.ux.components.optimization.mixed_precision neural_compressor.ux.components.optimization.mixed_precision.mixed_precision neural_compressor.ux.components.optimization.mixed_precision.optimize_model neural_compressor.ux.components.optimization.neural_coder_optimization neural_compressor.ux.components.optimization.neural_coder_optimization.optimize_model neural_compressor.ux.components.optimization.optimization neural_compressor.ux.components.optimization.pruning neural_compressor.ux.components.optimization.pruning.optimize_model neural_compressor.ux.components.optimization.pruning.pruning neural_compressor.ux.components.optimization.tune neural_compressor.ux.components.optimization.tune.tune_model neural_compressor.ux.components.optimization.tune.tuning neural_compressor.ux.components.optimization.tuning_history neural_compressor.ux.components.profiling neural_compressor.ux.components.profiling.execute_profiling neural_compressor.ux.components.profiling.factory neural_compressor.ux.components.profiling.profile_model neural_compressor.ux.components.profiling.profiler neural_compressor.ux.components.profiling.profiling neural_compressor.ux.components.profiling.tensorflow_profiler neural_compressor.ux.components.profiling.tensorflow_profiler.factory neural_compressor.ux.components.profiling.tensorflow_profiler.profiler neural_compressor.ux.components.profiling.tensorflow_profiler.utils neural_compressor.ux.inc_bench neural_compressor.ux.utils neural_compressor.ux.utils.consts neural_compressor.ux.utils.environment neural_compressor.ux.utils.exceptions neural_compressor.ux.utils.executor neural_compressor.ux.utils.expiring_dict neural_compressor.ux.utils.github_info neural_compressor.ux.utils.hw_info neural_compressor.ux.utils.json_serializer neural_compressor.ux.utils.logger neural_compressor.ux.utils.parser neural_compressor.ux.utils.proc neural_compressor.ux.utils.processes neural_compressor.ux.utils.singleton neural_compressor.ux.utils.status_updates neural_compressor.ux.utils.templates neural_compressor.ux.utils.templates.metric neural_compressor.ux.utils.templates.workdir neural_compressor.ux.utils.utils neural_compressor.ux.utils.workload neural_compressor.ux.utils.workload.config neural_compressor.ux.utils.workload.dataloader neural_compressor.ux.utils.workload.evaluation neural_compressor.ux.utils.workload.graph_optimization neural_compressor.ux.utils.workload.mixed_precision neural_compressor.ux.utils.workload.model neural_compressor.ux.utils.workload.pruning neural_compressor.ux.utils.workload.quantization neural_compressor.ux.utils.workload.tuning neural_compressor.ux.utils.yaml_utils neural_compressor.ux.web neural_compressor.ux.web.communication neural_compressor.ux.web.configuration neural_compressor.ux.web.exceptions neural_compressor.ux.web.router neural_compressor.ux.web.server neural_compressor.ux.web.service neural_compressor.ux.web.service.benchmark neural_compressor.ux.web.service.history_snapshot_parser neural_compressor.ux.web.service.model neural_compressor.ux.web.service.optimization neural_compressor.ux.web.service.profiling neural_compressor.ux.web.service.request_data_processor neural_compressor.ux.web.service.response_generator neural_compressor.ux.web.service.workload neural_compressor.version

module_debug_level1 (in module neural_compressor.template.api_doc_example) modules (neural_compressor.compression.pruner.patterns.BasePattern attribute) (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) MoveSqueezeAfterReluOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.move_squeeze_after_relu) MSE (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) mse (neural_compressor.experimental.metric.metric.RMSE attribute) (neural_compressor.metric.metric.RMSE attribute) MSE_V2TuneStrategy (class in neural_compressor.strategy.mse_v2) MSETuneStrategy (class in neural_compressor.strategy.mse) MultiObjective (class in neural_compressor.objective) MultiObjectives (class in neural_compressor.ux.utils.workload.tuning) MxNetAdaptor (class in neural_compressor.adaptor.mxnet) MXNetCIFAR10 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) MXNetCIFAR100 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) MXNetCropResizeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) MXNetCropToBoundingBox (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) MXNetDataLoader (class in neural_compressor.data.dataloaders.mxnet_dataloader) (class in neural_compressor.experimental.data.dataloaders.mxnet_dataloader) MXNetDatasets (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) MXNetFashionMNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) MXNetFilters (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data.filters.filter) MXNetImageFolder (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) MXNetImagenetRaw (class in neural_compressor.data.datasets.imagenet_dataset) (class in neural_compressor.experimental.data.datasets.imagenet_dataset) MXNetMetrics (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) MXNetMNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) MXNetModel (class in neural_compressor.model.mxnet_model) MXNetNormalizeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) MXNetTransforms (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) MXNetTranspose (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform)

N

N (neural_compressor.compression.pruner.patterns.PatternNInM attribute) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNInM attribute) NameCollector (class in neural_compressor.adaptor.mxnet_utils.util) NamesMapper (class in neural_compressor.ux.components.names_mapper.names_mapper) NAS (class in neural_compressor.experimental.nas.nas) nas_registry() (in module neural_compressor.experimental.nas.nas_utils) NASBase (class in neural_compressor.experimental.nas.nas) NASConfig (class in neural_compressor.conf.config) NCProcesses (class in neural_compressor.ux.utils.processes) ndarray_to_device() (in module neural_compressor.adaptor.mxnet_utils.util) neural_compressor module neural_compressor.adaptor module neural_compressor.adaptor.adaptor module neural_compressor.adaptor.keras module neural_compressor.adaptor.keras_utils module neural_compressor.adaptor.keras_utils.conv2d module neural_compressor.adaptor.keras_utils.dense module neural_compressor.adaptor.keras_utils.depthwise_conv2d module neural_compressor.adaptor.keras_utils.quantizer module neural_compressor.adaptor.keras_utils.separable_conv2d module neural_compressor.adaptor.mxnet module neural_compressor.adaptor.mxnet_utils module neural_compressor.adaptor.mxnet_utils.util module neural_compressor.adaptor.onnxrt module neural_compressor.adaptor.ox_utils module neural_compressor.adaptor.ox_utils.calibration module neural_compressor.adaptor.ox_utils.operators module neural_compressor.adaptor.ox_utils.operators.activation module neural_compressor.adaptor.ox_utils.operators.argmax module neural_compressor.adaptor.ox_utils.operators.attention module neural_compressor.adaptor.ox_utils.operators.binary_op module neural_compressor.adaptor.ox_utils.operators.concat module neural_compressor.adaptor.ox_utils.operators.conv module neural_compressor.adaptor.ox_utils.operators.direct_q8 module neural_compressor.adaptor.ox_utils.operators.embed_layernorm module neural_compressor.adaptor.ox_utils.operators.gather module neural_compressor.adaptor.ox_utils.operators.gavgpool module neural_compressor.adaptor.ox_utils.operators.gemm module neural_compressor.adaptor.ox_utils.operators.lstm module neural_compressor.adaptor.ox_utils.operators.matmul module neural_compressor.adaptor.ox_utils.operators.maxpool module neural_compressor.adaptor.ox_utils.operators.ops module neural_compressor.adaptor.ox_utils.operators.pad module neural_compressor.adaptor.ox_utils.operators.pooling module neural_compressor.adaptor.ox_utils.operators.resize module neural_compressor.adaptor.ox_utils.operators.split module neural_compressor.adaptor.ox_utils.quantizer module neural_compressor.adaptor.ox_utils.util module neural_compressor.adaptor.pytorch module neural_compressor.adaptor.query module neural_compressor.adaptor.tensorflow module neural_compressor.adaptor.tf_utils module neural_compressor.adaptor.tf_utils.graph_converter module neural_compressor.adaptor.tf_utils.graph_converter_without_calib module neural_compressor.adaptor.tf_utils.graph_rewriter module neural_compressor.adaptor.tf_utils.graph_rewriter.bf16 module neural_compressor.adaptor.tf_utils.graph_rewriter.bf16.bf16_convert module neural_compressor.adaptor.tf_utils.graph_rewriter.generic module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_add_to_biasadd module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_layout module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_leakyrelu module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_nan_to_random module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_placeholder_to_const module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dequantize_cast_optimizer module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dilated_contraction module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dummy_biasadd module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.expanddims_optimizer module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fetch_weight_from_reshape module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_batch_norm module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_constant module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_biasadd_add module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_column_wise_mul module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_conv_with_math module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_gelu module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_layer_norm module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_conv module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_fp32_conv module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_reshape_transpose module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.graph_cse_optimizer module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.grappler_pass module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.insert_print_node module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.move_squeeze_after_relu module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.remove_training_nodes module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.rename_batch_norm module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.split_shared_input module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_equivalent_nodes module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_unused_nodes module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.switch_optimizer module neural_compressor.adaptor.tf_utils.graph_rewriter.graph_base module neural_compressor.adaptor.tf_utils.graph_rewriter.int8 module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_fake_quant module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value_without_calib module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_redundant_dequantize module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_requantize module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_redundant_dequantize module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.meta_op_optimizer module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_hostconst_converter module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_quantized_op_cse module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.rnn_convert module neural_compressor.adaptor.tf_utils.graph_rewriter.int8.scale_propagation module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_graph module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_node module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_schema module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils module neural_compressor.adaptor.tf_utils.graph_rewriter.qdq module neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.insert_qdq_pattern module neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.merge_duplicated_qdq module neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.share_qdq_y_pattern module neural_compressor.adaptor.tf_utils.graph_util module neural_compressor.adaptor.tf_utils.quantize_graph module neural_compressor.adaptor.tf_utils.quantize_graph.qat module neural_compressor.adaptor.tf_utils.quantize_graph.qat.fake_quantize module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_helper module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.optimize_layer module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_add module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_base module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_bn module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper module neural_compressor.adaptor.tf_utils.quantize_graph.qdq module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_bn module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_concatv2 module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_in module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_pooling module neural_compressor.adaptor.tf_utils.quantize_graph.qdq.optimize_qdq module neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base module neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_bn module neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_concatv2 module neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv module neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_for_intel_cpu module neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_matmul module neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_pooling module neural_compressor.adaptor.tf_utils.quantize_graph_common module neural_compressor.adaptor.tf_utils.tf2onnx_converter module neural_compressor.adaptor.tf_utils.transform_graph module neural_compressor.adaptor.tf_utils.transform_graph.bias_correction module neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base module neural_compressor.adaptor.tf_utils.transform_graph.insert_logging module neural_compressor.adaptor.tf_utils.transform_graph.rerange_quantized_concat module neural_compressor.adaptor.tf_utils.util module neural_compressor.adaptor.torch_utils module neural_compressor.adaptor.torch_utils.bf16_convert module neural_compressor.adaptor.torch_utils.hawq_metric module neural_compressor.adaptor.torch_utils.smooth_quant module neural_compressor.adaptor.torch_utils.symbolic_trace module neural_compressor.adaptor.torch_utils.util module neural_compressor.algorithm module neural_compressor.algorithm.algorithm module neural_compressor.algorithm.fast_bias_correction module neural_compressor.algorithm.smooth_quant module neural_compressor.algorithm.weight_correction module neural_compressor.benchmark module neural_compressor.compression module neural_compressor.compression.callbacks module neural_compressor.compression.distillation module neural_compressor.compression.distillation.criterions module neural_compressor.compression.pruner module neural_compressor.compression.pruner.criteria module neural_compressor.compression.pruner.patterns module neural_compressor.compression.pruner.pruners module neural_compressor.compression.pruner.regs module neural_compressor.compression.pruner.schedulers module neural_compressor.compression.pruner.utils module neural_compressor.conf module neural_compressor.conf.config module neural_compressor.conf.dotdict module neural_compressor.conf.pythonic_config module neural_compressor.config module neural_compressor.contrib module neural_compressor.contrib.strategy module neural_compressor.contrib.strategy.sigopt module neural_compressor.contrib.strategy.tpe module neural_compressor.data module neural_compressor.data.dataloaders module neural_compressor.data.dataloaders.base_dataloader module neural_compressor.data.dataloaders.dataloader module neural_compressor.data.dataloaders.default_dataloader module neural_compressor.data.dataloaders.fetcher module neural_compressor.data.dataloaders.mxnet_dataloader module neural_compressor.data.dataloaders.onnxrt_dataloader module neural_compressor.data.dataloaders.pytorch_dataloader module neural_compressor.data.dataloaders.sampler module neural_compressor.data.dataloaders.tensorflow_dataloader module neural_compressor.data.datasets module neural_compressor.data.datasets.bert_dataset module neural_compressor.data.datasets.coco_dataset module neural_compressor.data.datasets.dataset module neural_compressor.data.datasets.dummy_dataset module neural_compressor.data.datasets.dummy_dataset_v2 module neural_compressor.data.datasets.imagenet_dataset module neural_compressor.data.datasets.style_transfer_dataset module neural_compressor.data.filters module neural_compressor.data.filters.coco_filter module neural_compressor.data.filters.filter module neural_compressor.data.transforms module neural_compressor.data.transforms.coco_transform module neural_compressor.data.transforms.imagenet_transform module neural_compressor.data.transforms.postprocess module neural_compressor.data.transforms.tokenization module neural_compressor.data.transforms.transform module neural_compressor.experimental module neural_compressor.experimental.benchmark module neural_compressor.experimental.common module neural_compressor.experimental.common.criterion module neural_compressor.experimental.common.dataloader module neural_compressor.experimental.common.metric module neural_compressor.experimental.common.model module neural_compressor.experimental.common.optimizer module neural_compressor.experimental.common.postprocess module neural_compressor.experimental.common.torch_utils module neural_compressor.experimental.component module neural_compressor.experimental.compression module neural_compressor.experimental.compression.pruning module neural_compressor.experimental.data module neural_compressor.experimental.data.dataloaders module neural_compressor.experimental.data.dataloaders.base_dataloader module neural_compressor.experimental.data.dataloaders.dataloader module neural_compressor.experimental.data.dataloaders.default_dataloader module neural_compressor.experimental.data.dataloaders.fetcher module neural_compressor.experimental.data.dataloaders.mxnet_dataloader module neural_compressor.experimental.data.dataloaders.onnxrt_dataloader module neural_compressor.experimental.data.dataloaders.pytorch_dataloader module neural_compressor.experimental.data.dataloaders.sampler module neural_compressor.experimental.data.dataloaders.tensorflow_dataloader module neural_compressor.experimental.data.datasets module neural_compressor.experimental.data.datasets.bert_dataset module neural_compressor.experimental.data.datasets.coco_dataset module neural_compressor.experimental.data.datasets.dataset module neural_compressor.experimental.data.datasets.dummy_dataset module neural_compressor.experimental.data.datasets.dummy_dataset_v2 module neural_compressor.experimental.data.datasets.imagenet_dataset module neural_compressor.experimental.data.datasets.style_transfer_dataset module neural_compressor.experimental.data.filters module neural_compressor.experimental.data.filters.coco_filter module neural_compressor.experimental.data.filters.filter module neural_compressor.experimental.data.transforms module neural_compressor.experimental.data.transforms.imagenet_transform module neural_compressor.experimental.data.transforms.tokenization module neural_compressor.experimental.data.transforms.transform module neural_compressor.experimental.distillation module neural_compressor.experimental.export module neural_compressor.experimental.export.qlinear2qdq module neural_compressor.experimental.export.tf2onnx module neural_compressor.experimental.export.torch2onnx module neural_compressor.experimental.export.utils module neural_compressor.experimental.graph_optimization module neural_compressor.experimental.metric module neural_compressor.experimental.metric.bleu module neural_compressor.experimental.metric.bleu_util module neural_compressor.experimental.metric.coco_label_map module neural_compressor.experimental.metric.coco_tools module neural_compressor.experimental.metric.evaluate_squad module neural_compressor.experimental.metric.f1 module neural_compressor.experimental.metric.metric module neural_compressor.experimental.mixed_precision module neural_compressor.experimental.model_conversion module neural_compressor.experimental.nas module neural_compressor.experimental.nas.basic_nas module neural_compressor.experimental.nas.dynas module neural_compressor.experimental.nas.nas module neural_compressor.experimental.nas.nas_utils module neural_compressor.experimental.nas.search_algorithms module neural_compressor.experimental.pruner_legacy module

neural_compressor.experimental.pruner_legacy.gradient_sensitivity module neural_compressor.experimental.pruner_legacy.group_lasso module neural_compressor.experimental.pruner_legacy.magnitude module neural_compressor.experimental.pruner_legacy.pattern_lock module neural_compressor.experimental.pruner_legacy.pruner module neural_compressor.experimental.pruning module neural_compressor.experimental.pruning_recipes module neural_compressor.experimental.pruning_recipes.patterns module neural_compressor.experimental.pruning_recipes.patterns.pattern module neural_compressor.experimental.pruning_recipes.patterns.tile_pattern module neural_compressor.experimental.pruning_v2 module neural_compressor.experimental.pytorch_pruner module neural_compressor.experimental.pytorch_pruner.logger module neural_compressor.experimental.pytorch_pruner.patterns module neural_compressor.experimental.pytorch_pruner.prune_utils module neural_compressor.experimental.pytorch_pruner.pruner module neural_compressor.experimental.pytorch_pruner.pruning module neural_compressor.experimental.pytorch_pruner.scheduler module neural_compressor.experimental.quantization module neural_compressor.experimental.scheduler module neural_compressor.metric module neural_compressor.metric.bleu module neural_compressor.metric.bleu_util module neural_compressor.metric.coco_label_map module neural_compressor.metric.coco_tools module neural_compressor.metric.evaluate_squad module neural_compressor.metric.f1 module neural_compressor.metric.metric module neural_compressor.mix_precision module neural_compressor.model module neural_compressor.model.base_model module neural_compressor.model.keras_model module neural_compressor.model.model module neural_compressor.model.mxnet_model module neural_compressor.model.nets_factory module neural_compressor.model.onnx_model module neural_compressor.model.tensorflow_model module neural_compressor.model.torch_model module neural_compressor.objective module neural_compressor.quantization module neural_compressor.strategy module neural_compressor.strategy.auto module neural_compressor.strategy.auto_mixed_precision module neural_compressor.strategy.basic module neural_compressor.strategy.bayesian module neural_compressor.strategy.conservative module neural_compressor.strategy.exhaustive module neural_compressor.strategy.hawq_v2 module neural_compressor.strategy.mse module neural_compressor.strategy.mse_v2 module neural_compressor.strategy.random module neural_compressor.strategy.strategy module neural_compressor.strategy.utils module neural_compressor.strategy.utils.constant module neural_compressor.strategy.utils.tuning_sampler module neural_compressor.strategy.utils.tuning_space module neural_compressor.strategy.utils.tuning_structs module neural_compressor.strategy.utils.utility module neural_compressor.template module neural_compressor.template.api_doc_example module neural_compressor.training module neural_compressor.utils module neural_compressor.utils.collect_layer_histogram module neural_compressor.utils.constant module neural_compressor.utils.create_obj_from_config module neural_compressor.utils.kl_divergence module neural_compressor.utils.load_huggingface module neural_compressor.utils.logger module neural_compressor.utils.options module neural_compressor.utils.pytorch module neural_compressor.utils.utility module neural_compressor.ux module neural_compressor.ux.components module neural_compressor.ux.components.benchmark module neural_compressor.ux.components.benchmark.benchmark module neural_compressor.ux.components.benchmark.benchmark_model module neural_compressor.ux.components.benchmark.execute_benchmark module neural_compressor.ux.components.config_generator module neural_compressor.ux.components.config_generator.benchmark_config_generator module neural_compressor.ux.components.config_generator.config_generator module neural_compressor.ux.components.config_generator.graph_optimization_config_generator module neural_compressor.ux.components.config_generator.mixed_precision_config_generator module neural_compressor.ux.components.config_generator.profiling_config_generator module neural_compressor.ux.components.config_generator.pruning_config_generator module neural_compressor.ux.components.config_generator.quantization_config_generator module neural_compressor.ux.components.configuration_wizard module neural_compressor.ux.components.configuration_wizard.configuration_parser module neural_compressor.ux.components.configuration_wizard.get_boundary_nodes module neural_compressor.ux.components.configuration_wizard.get_configuration module neural_compressor.ux.components.configuration_wizard.params_feeder module neural_compressor.ux.components.configuration_wizard.pruning_config_parser module neural_compressor.ux.components.db_manager module neural_compressor.ux.components.db_manager.db_manager module neural_compressor.ux.components.db_manager.db_models module neural_compressor.ux.components.db_manager.db_models.benchmark module neural_compressor.ux.components.db_manager.db_models.benchmark_result module neural_compressor.ux.components.db_manager.db_models.dataloader module neural_compressor.ux.components.db_manager.db_models.dataset module neural_compressor.ux.components.db_manager.db_models.domain module neural_compressor.ux.components.db_manager.db_models.domain_flavour module neural_compressor.ux.components.db_manager.db_models.example module neural_compressor.ux.components.db_manager.db_models.framework module neural_compressor.ux.components.db_manager.db_models.metric module neural_compressor.ux.components.db_manager.db_models.model module neural_compressor.ux.components.db_manager.db_models.optimization module neural_compressor.ux.components.db_manager.db_models.optimization_type module neural_compressor.ux.components.db_manager.db_models.precision module neural_compressor.ux.components.db_manager.db_models.profiling module neural_compressor.ux.components.db_manager.db_models.profiling_result module neural_compressor.ux.components.db_manager.db_models.project module neural_compressor.ux.components.db_manager.db_models.pruning_details module neural_compressor.ux.components.db_manager.db_models.transform module neural_compressor.ux.components.db_manager.db_models.tuning_details module neural_compressor.ux.components.db_manager.db_models.tuning_history module neural_compressor.ux.components.db_manager.db_operations module neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface module neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface module neural_compressor.ux.components.db_manager.db_operations.db_operations module neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface module neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface module neural_compressor.ux.components.db_manager.db_operations.examples_api_interface module neural_compressor.ux.components.db_manager.db_operations.model_api_interface module neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface module neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface module neural_compressor.ux.components.db_manager.db_operations.project_api_interface module neural_compressor.ux.components.db_manager.params_interfaces module neural_compressor.ux.components.db_manager.utils module neural_compressor.ux.components.diagnosis module neural_compressor.ux.components.diagnosis.diagnosis module neural_compressor.ux.components.diagnosis.factory module neural_compressor.ux.components.diagnosis.onnx_diagnosis module neural_compressor.ux.components.diagnosis.onnx_diagnosis.onnxrt_diagnosis module neural_compressor.ux.components.diagnosis.op_details module neural_compressor.ux.components.diagnosis.op_entry module neural_compressor.ux.components.diagnosis.tensorflow_diagnosis module neural_compressor.ux.components.diagnosis.tensorflow_diagnosis.tensorflow_diagnosis module neural_compressor.ux.components.file_browser module neural_compressor.ux.components.file_browser.file_browser module neural_compressor.ux.components.graph module neural_compressor.ux.components.graph.attribute module neural_compressor.ux.components.graph.collapser module neural_compressor.ux.components.graph.edge module neural_compressor.ux.components.graph.graph module neural_compressor.ux.components.graph.graph_reader module neural_compressor.ux.components.graph.node module neural_compressor.ux.components.graph.reader module neural_compressor.ux.components.graph.reader.onnxrt_reader module neural_compressor.ux.components.graph.reader.tensorflow_reader module neural_compressor.ux.components.jobs_management module neural_compressor.ux.components.jobs_management.jobs_control_queue module neural_compressor.ux.components.jobs_management.jobs_manager module neural_compressor.ux.components.jobs_management.request module neural_compressor.ux.components.manage_workspace module neural_compressor.ux.components.model module neural_compressor.ux.components.model.domain module neural_compressor.ux.components.model.model module neural_compressor.ux.components.model.model_type_getter module neural_compressor.ux.components.model.onnxrt module neural_compressor.ux.components.model.onnxrt.model module neural_compressor.ux.components.model.pytorch module neural_compressor.ux.components.model.pytorch.model module neural_compressor.ux.components.model.repository module neural_compressor.ux.components.model.shape module neural_compressor.ux.components.model.tensorflow module neural_compressor.ux.components.model.tensorflow.frozen_pb module neural_compressor.ux.components.model.tensorflow.keras module neural_compressor.ux.components.model.tensorflow.meta_graph module neural_compressor.ux.components.model.tensorflow.model module neural_compressor.ux.components.model.tensorflow.saved_model module neural_compressor.ux.components.model.tensorflow.utils module neural_compressor.ux.components.model_zoo module neural_compressor.ux.components.model_zoo.download_config module neural_compressor.ux.components.model_zoo.download_model module neural_compressor.ux.components.model_zoo.downloader module neural_compressor.ux.components.model_zoo.list_models module neural_compressor.ux.components.names_mapper module neural_compressor.ux.components.names_mapper.names_mapper module neural_compressor.ux.components.optimization module neural_compressor.ux.components.optimization.execute_optimization module neural_compressor.ux.components.optimization.factory module neural_compressor.ux.components.optimization.graph_optimizer module neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization module neural_compressor.ux.components.optimization.graph_optimizer.optimize_model module neural_compressor.ux.components.optimization.mixed_precision module neural_compressor.ux.components.optimization.mixed_precision.mixed_precision module neural_compressor.ux.components.optimization.mixed_precision.optimize_model module neural_compressor.ux.components.optimization.neural_coder_optimization module neural_compressor.ux.components.optimization.neural_coder_optimization.optimize_model module neural_compressor.ux.components.optimization.optimization module neural_compressor.ux.components.optimization.pruning module neural_compressor.ux.components.optimization.pruning.optimize_model module neural_compressor.ux.components.optimization.pruning.pruning module neural_compressor.ux.components.optimization.tune module neural_compressor.ux.components.optimization.tune.tune_model module neural_compressor.ux.components.optimization.tune.tuning module neural_compressor.ux.components.optimization.tuning_history module neural_compressor.ux.components.profiling module neural_compressor.ux.components.profiling.execute_profiling module neural_compressor.ux.components.profiling.factory module neural_compressor.ux.components.profiling.profile_model module neural_compressor.ux.components.profiling.profiler module neural_compressor.ux.components.profiling.profiling module neural_compressor.ux.components.profiling.tensorflow_profiler module neural_compressor.ux.components.profiling.tensorflow_profiler.factory module neural_compressor.ux.components.profiling.tensorflow_profiler.profiler module neural_compressor.ux.components.profiling.tensorflow_profiler.utils module neural_compressor.ux.inc_bench module neural_compressor.ux.utils module neural_compressor.ux.utils.consts module neural_compressor.ux.utils.environment module neural_compressor.ux.utils.exceptions module neural_compressor.ux.utils.executor module neural_compressor.ux.utils.expiring_dict module neural_compressor.ux.utils.github_info module neural_compressor.ux.utils.hw_info module neural_compressor.ux.utils.json_serializer module neural_compressor.ux.utils.logger module neural_compressor.ux.utils.parser module neural_compressor.ux.utils.proc module neural_compressor.ux.utils.processes module neural_compressor.ux.utils.singleton module neural_compressor.ux.utils.status_updates module neural_compressor.ux.utils.templates module neural_compressor.ux.utils.templates.metric module neural_compressor.ux.utils.templates.workdir module neural_compressor.ux.utils.utils module neural_compressor.ux.utils.workload module neural_compressor.ux.utils.workload.config module neural_compressor.ux.utils.workload.dataloader module neural_compressor.ux.utils.workload.evaluation module neural_compressor.ux.utils.workload.graph_optimization module neural_compressor.ux.utils.workload.mixed_precision module neural_compressor.ux.utils.workload.model module neural_compressor.ux.utils.workload.pruning module neural_compressor.ux.utils.workload.quantization module neural_compressor.ux.utils.workload.tuning module neural_compressor.ux.utils.yaml_utils module neural_compressor.ux.web module neural_compressor.ux.web.communication module neural_compressor.ux.web.configuration module neural_compressor.ux.web.exceptions module neural_compressor.ux.web.router module neural_compressor.ux.web.server module neural_compressor.ux.web.service module neural_compressor.ux.web.service.benchmark module neural_compressor.ux.web.service.history_snapshot_parser module neural_compressor.ux.web.service.model module neural_compressor.ux.web.service.optimization module neural_compressor.ux.web.service.profiling module neural_compressor.ux.web.service.request_data_processor module neural_compressor.ux.web.service.response_generator module neural_compressor.ux.web.service.workload module neural_compressor.version module Node (class in neural_compressor.ux.components.graph.node) Node_collector (class in neural_compressor.adaptor.torch_utils.hawq_metric) node_from_map() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_layer_norm) node_name_from_input() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_layer_norm) nondigit_punct_re (neural_compressor.experimental.metric.bleu.UnicodeRegex attribute) (neural_compressor.metric.bleu.UnicodeRegex attribute) normalize_answer() (in module neural_compressor.experimental.metric.f1) (in module neural_compressor.metric.f1) normalize_domain() (in module neural_compressor.ux.utils.utils) normalize_framework() (in module neural_compressor.ux.utils.utils) normalize_string() (in module neural_compressor.ux.utils.utils) normalize_string_list() (in module neural_compressor.ux.components.configuration_wizard.configuration_parser) NormalizeTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) NormalizeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) NotFoundException num_correct (neural_compressor.experimental.metric.metric.GeneralTopK attribute) (neural_compressor.experimental.metric.metric.TensorflowTopK attribute) (neural_compressor.metric.metric.GeneralTopK attribute) (neural_compressor.metric.metric.TensorflowTopK attribute) num_sample (neural_compressor.experimental.metric.metric.GeneralTopK attribute) (neural_compressor.experimental.metric.metric.TensorflowTopK attribute) (neural_compressor.metric.metric.GeneralTopK attribute) (neural_compressor.metric.metric.TensorflowTopK attribute)

O

Objective (class in neural_compressor.objective) objective_custom_registry() (in module neural_compressor.objective) objective_registry() (in module neural_compressor.objective) OneshotScheduler (class in neural_compressor.compression.pruner.schedulers) (class in neural_compressor.experimental.pytorch_pruner.scheduler) ONNX2Numpy_dtype() (in module neural_compressor.experimental.export.utils) onnx_qlinear_to_qdq() (in module neural_compressor.experimental.export.qlinear2qdq) OnnxBilinearImagenetTransform (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) OnnxGraph (class in neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_graph) ONNXModel (class in neural_compressor.model.onnx_model) OnnxNode (class in neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_node) OnnxOpSchema (class in neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.onnx_schema) ONNXQlinear2QDQConfig (class in neural_compressor.config) ONNXResizeCropImagenetTransform (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) onnxrt (class in neural_compressor.utils.options) ONNXRT_IntegerOpsAdaptor (class in neural_compressor.adaptor.onnxrt) ONNXRT_QDQAdaptor (class in neural_compressor.adaptor.onnxrt) ONNXRT_QLinearOpsAdaptor (class in neural_compressor.adaptor.onnxrt) ONNXRTAugment (class in neural_compressor.adaptor.ox_utils.calibration) ONNXRTBertDataLoader (class in neural_compressor.data.dataloaders.onnxrt_dataloader) (class in neural_compressor.experimental.data.dataloaders.onnxrt_dataloader) ONNXRTBertDataset (class in neural_compressor.data.datasets.bert_dataset) (class in neural_compressor.experimental.data.datasets.bert_dataset) ONNXRTCropToBoundingBox (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) ONNXRTDataLoader (class in neural_compressor.data.dataloaders.onnxrt_dataloader) (class in neural_compressor.experimental.data.dataloaders.onnxrt_dataloader) OnnxRtDiagnosis (class in neural_compressor.ux.components.diagnosis.onnx_diagnosis.onnxrt_diagnosis) ONNXRTGLUE (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) ONNXRTImagenetDataset (class in neural_compressor.data.datasets.imagenet_dataset) (class in neural_compressor.experimental.data.datasets.imagenet_dataset) ONNXRTITDatasets (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) ONNXRTITFilters (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data.filters.filter) ONNXRTITMetrics (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) ONNXRTITTransforms (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) OnnxrtModel (class in neural_compressor.ux.components.model.onnxrt.model) ONNXRTQLDatasets (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset)

ONNXRTQLFilters (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data.filters.filter) ONNXRTQLMetrics (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) ONNXRTQLTransforms (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) OnnxrtReader (class in neural_compressor.ux.components.graph.reader.onnxrt_reader) ONNXRUNTIMEAdaptor (class in neural_compressor.adaptor.onnxrt) op_registry() (in module neural_compressor.adaptor.ox_utils.operators.ops) OpActivation (class in neural_compressor.ux.components.diagnosis.op_details) OpDetails (class in neural_compressor.ux.components.diagnosis.op_details) OpEntry (class in neural_compressor.ux.components.diagnosis.op_entry) Operator (class in neural_compressor.adaptor.ox_utils.operators.ops) OpPattern (class in neural_compressor.ux.components.diagnosis.op_details) Optimization (class in neural_compressor.ux.components.db_manager.db_models.optimization) (class in neural_compressor.ux.components.optimization.optimization) OptimizationAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) OptimizationAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface) OptimizationEditParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) OptimizationFactory (class in neural_compressor.ux.components.optimization.factory) OptimizationInterface (class in neural_compressor.ux.components.optimization.optimization) OptimizationParser (class in neural_compressor.ux.utils.parser) Optimizations (class in neural_compressor.ux.components.optimization) OptimizationService (class in neural_compressor.ux.web.service.optimization) OptimizationType (class in neural_compressor.ux.components.db_manager.db_models.optimization_type) OptimizationTypes (class in neural_compressor.ux.utils.consts) optimize_graph() (in module neural_compressor.ux.components.optimization.graph_optimizer.optimize_model) (in module neural_compressor.ux.components.optimization.mixed_precision.optimize_model) optimize_graph_config() (in module neural_compressor.ux.components.optimization.graph_optimizer.optimize_model) (in module neural_compressor.ux.components.optimization.mixed_precision.optimize_model) optimize_model() (in module neural_compressor.ux.components.optimization.pruning.optimize_model) optimize_pt_script() (in module neural_compressor.ux.components.optimization.neural_coder_optimization.optimize_model) OptimizedModel (class in neural_compressor.utils.load_huggingface) OptimizeQDQGraph (class in neural_compressor.adaptor.tf_utils.quantize_graph.qdq.optimize_qdq) Optimizer (class in neural_compressor.ux.utils.workload.pruning) optimizer_registry() (in module neural_compressor.experimental.common.optimizer) Optimizers (class in neural_compressor.experimental.common.optimizer) Options (class in neural_compressor.config) OpTuningConfig (class in neural_compressor.strategy.utils.tuning_structs) OpType (class in neural_compressor.adaptor.mxnet_utils.util) OpTypeWiseTuningSampler (class in neural_compressor.strategy.utils.tuning_sampler) OpWeights (class in neural_compressor.ux.components.diagnosis.op_details) OpWiseTuningSampler (class in neural_compressor.strategy.utils.tuning_sampler) OrderedDefaultDict (class in neural_compressor.strategy.utils.utility)

P

PaddedCenterCropTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) PadOperator (class in neural_compressor.adaptor.ox_utils.operators.pad) page_not_found() (in module neural_compressor.ux.web.server) parse_args() (in module neural_compressor.ux.components.benchmark.benchmark_model) (in module neural_compressor.ux.components.optimization.graph_optimizer.optimize_model) (in module neural_compressor.ux.components.optimization.mixed_precision.optimize_model) (in module neural_compressor.ux.components.optimization.pruning.optimize_model) (in module neural_compressor.ux.components.optimization.tune.tune_model) (in module neural_compressor.ux.components.profiling.profile_model) parse_bool_value() (in module neural_compressor.ux.utils.utils) parse_dict_value_to_float() (in module neural_compressor.ux.utils.workload.pruning) parse_dict_value_to_int() (in module neural_compressor.ux.utils.workload.pruning) parse_list_value() (in module neural_compressor.ux.components.configuration_wizard.configuration_parser) parse_logs() (in module neural_compressor.ux.components.optimization.execute_optimization) parse_model_data_to_bench_names() (in module neural_compressor.ux.components.optimization.execute_optimization) parse_multidim_list() (in module neural_compressor.ux.components.configuration_wizard.configuration_parser) parse_not_to_prune() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) parse_to_float_list() (in module neural_compressor.ux.utils.utils) parse_to_prune() (in module neural_compressor.compression.pruner.utils) (in module neural_compressor.experimental.pytorch_pruner.prune_utils) parse_to_string_list() (in module neural_compressor.ux.utils.utils) parse_tune_config() (in module neural_compressor.adaptor.mxnet_utils.util) parse_valid_pruner_types() (in module neural_compressor.compression.pruner.pruners) parse_version() (in module neural_compressor.ux.utils.utils) ParseDecodeBert (class in neural_compressor.data.datasets.bert_dataset) (class in neural_compressor.experimental.data.datasets.bert_dataset) ParseDecodeCoco (class in neural_compressor.data.datasets.coco_dataset) (class in neural_compressor.experimental.data.datasets.coco_dataset) ParseDecodeCocoTransform (class in neural_compressor.data.transforms.coco_transform) ParseDecodeImagenet (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) ParseDecodeImagenetTransform (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) ParseDecodeVocTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) Parser (class in neural_compressor.ux.utils.parser) paser_cfgs() (in module neural_compressor.adaptor.torch_utils.util) Pattern (class in neural_compressor.experimental.pytorch_pruner.patterns) pattern (neural_compressor.compression.pruner.patterns.BasePattern attribute) (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.compression.pruner.pruners.BasicPruner attribute) (neural_compressor.experimental.pytorch_pruner.patterns.Pattern attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) pattern_registry() (in module neural_compressor.experimental.pruning_recipes.patterns.pattern) pattern_to_internal() (in module neural_compressor.strategy.utils.tuning_space) pattern_to_path() (in module neural_compressor.strategy.utils.tuning_space) PatternBase (class in neural_compressor.experimental.pruning_recipes.patterns.pattern) PatternLockPruner (class in neural_compressor.compression.pruner.pruners) (class in neural_compressor.experimental.pruner_legacy.pattern_lock) (class in neural_compressor.experimental.pytorch_pruner.pruner) PatternNInM (class in neural_compressor.compression.pruner.patterns) (class in neural_compressor.experimental.pytorch_pruner.patterns) PatternNxM (class in neural_compressor.compression.pruner.patterns) (class in neural_compressor.experimental.pytorch_pruner.patterns) PATTERNS (class in neural_compressor.experimental.pruning_recipes.patterns.pattern) patterns (neural_compressor.experimental.pruning_recipes.patterns.pattern.PATTERNS attribute) Performance (class in neural_compressor.objective) (class in neural_compressor.ux.utils.workload.evaluation) PerformanceParser (class in neural_compressor.ux.utils.parser) PoolOperator (class in neural_compressor.adaptor.ox_utils.operators.pooling) PostCseOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_quantized_op_cse) PostHostConstConverter (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_hostconst_converter) Postprocess (class in neural_compressor.data.transforms.postprocess) (class in neural_compressor.experimental.common.postprocess) (class in neural_compressor.ux.utils.workload.evaluation) PostprocessSchema (class in neural_compressor.ux.utils.workload.evaluation) PostTrainingQuantConfig (class in neural_compressor.config) Precision (class in neural_compressor.ux.components.db_manager.db_models.precision) Precisions (class in neural_compressor.ux.utils.consts) pred_list (neural_compressor.experimental.metric.metric.Accuracy attribute) (neural_compressor.experimental.metric.metric.MAE attribute) (neural_compressor.experimental.metric.metric.MSE attribute) (neural_compressor.metric.metric.Accuracy attribute) (neural_compressor.metric.metric.MAE attribute) (neural_compressor.metric.metric.MSE attribute) predictions (neural_compressor.experimental.metric.bleu.BLEU attribute) (neural_compressor.metric.bleu.BLEU attribute) PreOptimization (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize) prepare_compression() (in module neural_compressor.training) prepare_dataloader() (in module neural_compressor.adaptor.mxnet_utils.util) prepare_environment() (in module neural_compressor.ux.inc_bench) prepare_model() (in module neural_compressor.adaptor.mxnet_utils.util) prepare_model_data() (in module neural_compressor.adaptor.mxnet_utils.util) prepare_pruning() (in module neural_compressor.experimental.compression.pruning) Proc (class in neural_compressor.ux.utils.proc) process_and_check_config() (in module neural_compressor.compression.pruner.utils) (in module neural_compressor.experimental.pytorch_pruner.prune_utils) process_config() (in module neural_compressor.compression.pruner.utils) (in module neural_compressor.experimental.pytorch_pruner.prune_utils) process_weight_config() (in module neural_compressor.compression.pruner.utils) process_yaml_config() (in module neural_compressor.compression.pruner.utils) Profiler (class in neural_compressor.ux.components.profiling.profiler) (class in neural_compressor.ux.components.profiling.tensorflow_profiler.profiler) ProfilerFactory (class in neural_compressor.ux.components.profiling.factory) (class in neural_compressor.ux.components.profiling.tensorflow_profiler.factory) Profiling (class in neural_compressor.ux.components.db_manager.db_models.profiling) (class in neural_compressor.ux.components.profiling.profiling) ProfilingAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces)

ProfilingAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface) ProfilingConfigGenerator (class in neural_compressor.ux.components.config_generator.profiling_config_generator) ProfilingEditParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) ProfilingParser (class in neural_compressor.ux.utils.parser) ProfilingResult (class in neural_compressor.ux.components.db_manager.db_models.profiling_result) ProfilingResultAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) ProfilingService (class in neural_compressor.ux.web.service.profiling) ProgressivePruner (class in neural_compressor.compression.pruner.pruners) Project (class in neural_compressor.ux.components.db_manager.db_models.project) ProjectAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations.project_api_interface) Pruner (class in neural_compressor.experimental.pruner_legacy.pruner) (class in neural_compressor.experimental.pytorch_pruner.pruner) pruner_info (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) pruner_registry() (in module neural_compressor.experimental.pruner_legacy.pruner) pruner_representer() (in module neural_compressor.ux.utils.yaml_utils) pruners (neural_compressor.experimental.pruning.Pruning attribute) (neural_compressor.experimental.pruning_v2.Pruning attribute) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) PrunerV2 (class in neural_compressor.conf.config) Pruning (class in neural_compressor.experimental.pruning) (class in neural_compressor.experimental.pruning_v2) (class in neural_compressor.experimental.pytorch_pruner.pruning) (class in neural_compressor.ux.components.optimization.pruning.pruning) (class in neural_compressor.ux.utils.workload.pruning) Pruning_Conf (class in neural_compressor.conf.config) pruning_frequency (neural_compressor.compression.pruner.pruners.BasePruner attribute) PruningCallbacks (class in neural_compressor.compression.callbacks) PruningConfigGenerator (class in neural_compressor.ux.components.config_generator.pruning_config_generator) PruningConfigParser (class in neural_compressor.ux.components.configuration_wizard.pruning_config_parser) PruningCriterion (class in neural_compressor.compression.pruner.criteria) PruningDetails (class in neural_compressor.ux.components.db_manager.db_models.pruning_details) PruningScheduler (class in neural_compressor.compression.pruner.schedulers) punct_nondigit_re (neural_compressor.experimental.metric.bleu.UnicodeRegex attribute) (neural_compressor.metric.bleu.UnicodeRegex attribute) PyTorch_FXAdaptor (class in neural_compressor.adaptor.pytorch) PyTorch_IPEXAdaptor (class in neural_compressor.adaptor.pytorch) pytorch_script_bench_optimizations() (in module neural_compressor.ux.components.benchmark.execute_benchmark) pytorch_script_bench_original_model() (in module neural_compressor.ux.components.benchmark.execute_benchmark) PyTorchAdaptor (class in neural_compressor.adaptor.pytorch) PyTorchAlignImageChannel (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) PyTorchBaseModel (class in neural_compressor.model.torch_model) PytorchBertDataset (class in neural_compressor.data.datasets.bert_dataset) (class in neural_compressor.experimental.data.datasets.bert_dataset) PytorchCIFAR10 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) PytorchCIFAR100 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) PyTorchCriterions (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) PyTorchCropResizeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) PyTorchCrossEntropyLoss (class in neural_compressor.experimental.common.criterion) PyTorchDataLoader (class in neural_compressor.data.dataloaders.pytorch_dataloader) (class in neural_compressor.experimental.data.dataloaders.pytorch_dataloader) PyTorchDatasets (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) PytorchFashionMNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) PyTorchFilters (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data.filters.filter) PyTorchFXModel (class in neural_compressor.model.torch_model) PytorchImagenetRaw (class in neural_compressor.data.datasets.imagenet_dataset) (class in neural_compressor.experimental.data.datasets.imagenet_dataset) PyTorchIntermediateLayersKnowledgeDistillationLoss (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) PyTorchIntermediateLayersKnowledgeDistillationLossWrapper (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) PyTorchKnowledgeDistillationLoss (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) PyTorchKnowledgeDistillationLossWrapper (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) PyTorchLoss (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) PyTorchMetrics (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) PytorchMNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) PyTorchModel (class in neural_compressor.model.torch_model) PytorchMxnetTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) PytorchMxnetWrapDataset (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) PytorchMxnetWrapFunction (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.datasets.dataset) (class in neural_compressor.experimental.data.transforms.transform) PyTorchNormalizeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) PyTorchOptimizers (class in neural_compressor.experimental.common.optimizer) PyTorchScriptModel (class in neural_compressor.ux.components.model.pytorch.model) PyTorchSelfKnowledgeDistillationLoss (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) PyTorchSelfKnowledgeDistillationLossWrapper (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) PyTorchSGD (class in neural_compressor.experimental.common.optimizer) PyTorchTransforms (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) PyTorchTranspose (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform)

Q

QActivationOperator (class in neural_compressor.adaptor.ox_utils.operators.activation) QArgMaxOperator (class in neural_compressor.adaptor.ox_utils.operators.argmax) qat_clone_function() (in module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_helper) QAttentionOperator (class in neural_compressor.adaptor.ox_utils.operators.attention) QBinaryOperator (class in neural_compressor.adaptor.ox_utils.operators.binary_op) QConcatOperator (class in neural_compressor.adaptor.ox_utils.operators.concat) QConvOperator (class in neural_compressor.adaptor.ox_utils.operators.conv) QDirectOperator (class in neural_compressor.adaptor.ox_utils.operators.direct_q8) qdq_fp32_bias() (in module neural_compressor.experimental.export.torch2onnx) qdq_fp32_bias_qdq() (in module neural_compressor.experimental.export.torch2onnx) qdq_int32_bias() (in module neural_compressor.experimental.export.torch2onnx) QEmbedLayerNormalizationOperator (class in neural_compressor.adaptor.ox_utils.operators.embed_layernorm) QGatherOperator (class in neural_compressor.adaptor.ox_utils.operators.gather) QGemmOperator (class in neural_compressor.adaptor.ox_utils.operators.gemm) QGlobalAveragePoolOperator (class in neural_compressor.adaptor.ox_utils.operators.gavgpool) QMatMulOperator (class in neural_compressor.adaptor.ox_utils.operators.matmul) QMaxPoolOperator (class in neural_compressor.adaptor.ox_utils.operators.maxpool) qop_registry() (in module neural_compressor.adaptor.ox_utils.operators.ops) QOperator (class in neural_compressor.adaptor.ox_utils.operators.ops) QPadOperator (class in neural_compressor.adaptor.ox_utils.operators.pad) QPoolOperator (class in neural_compressor.adaptor.ox_utils.operators.pooling) QResizeOperator (class in neural_compressor.adaptor.ox_utils.operators.resize) QSplitOperator (class in neural_compressor.adaptor.ox_utils.operators.split) quant_mode_from_pattern() (in module neural_compressor.strategy.utils.tuning_space) QuantFormat (class in neural_compressor.adaptor.ox_utils.util) Quantization (class in neural_compressor.experimental.quantization) (class in neural_compressor.ux.utils.workload.quantization) Quantization_Conf (class in neural_compressor.conf.config) QuantizationAwareTrainingCallbacks (class in neural_compressor.compression.callbacks)

QuantizationAwareTrainingConfig (class in neural_compressor.config) QuantizationConfig (class in neural_compressor.conf.pythonic_config) QuantizationConfigGenerator (class in neural_compressor.ux.components.config_generator.quantization_config_generator) QuantizationMode (class in neural_compressor.adaptor.ox_utils.util) quantize_data() (in module neural_compressor.adaptor.ox_utils.util) quantize_data_per_channel() (in module neural_compressor.adaptor.ox_utils.util) quantize_data_with_scale_zero() (in module neural_compressor.adaptor.ox_utils.util) quantize_nparray() (in module neural_compressor.adaptor.ox_utils.util) quantize_sym_model() (in module neural_compressor.adaptor.mxnet_utils.util) QuantizeConfig (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config) QuantizedInitializer (class in neural_compressor.adaptor.ox_utils.util) QuantizedInput (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) QuantizedRNNConverter (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.rnn_convert) QuantizedValue (class in neural_compressor.adaptor.ox_utils.util) QuantizedValueType (class in neural_compressor.adaptor.ox_utils.util) QuantizeGraphBase (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base) QuantizeGraphForIntel (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_for_intel_cpu) QuantizeGraphHelper (class in neural_compressor.adaptor.tf_utils.quantize_graph_common) QuantizeLayerAdd (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_add) QuantizeLayerBase (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_base) QuantizeLayerBatchNormalization (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_layers.quantize_layer_bn) QuantizeNodeBase (class in neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base) Quantizer (class in neural_compressor.adaptor.ox_utils.quantizer) QuantizeWrapper (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper) QuantizeWrapperBase (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper) QuantType (class in neural_compressor.adaptor.ox_utils.util) query_quantizable_nodes() (in module neural_compressor.adaptor.mxnet_utils.util) QueryBackendCapability (class in neural_compressor.adaptor.query)

R

RandomCropTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RandomCropTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RandomHorizontalFlip (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RandomResizedCropMXNetTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RandomResizedCropPytorchTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RandomResizedCropTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RandomResizedCropTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RandomSearcher (class in neural_compressor.experimental.nas.search_algorithms) RandomTuneStrategy (class in neural_compressor.strategy.random) RandomVerticalFlip (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) read_graph() (in module neural_compressor.adaptor.tf_utils.util) read_squad_examples() (in module neural_compressor.data.transforms.transform) (in module neural_compressor.experimental.data.transforms.transform) read_tensorflow_node_attrs() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) RealtimeRoutingDefinition (class in neural_compressor.ux.web.router) recalculate_bias() (in module neural_compressor.experimental.export.torch2onnx) record_output() (in module neural_compressor.experimental.common.torch_utils) recover() (in module neural_compressor.utils.utility) reg (neural_compressor.compression.pruner.pruners.BasicPruner attribute) reg_terms (neural_compressor.compression.pruner.regs.GroupLasso attribute) register_criterion() (in module neural_compressor.compression.pruner.criteria) register_pattern() (in module neural_compressor.compression.pruner.patterns) (in module neural_compressor.experimental.pytorch_pruner.patterns) register_pruner() (in module neural_compressor.compression.pruner.pruners) register_pruners() (in module neural_compressor.experimental.pytorch_pruner.pruner) register_reg() (in module neural_compressor.compression.pruner.regs) register_scheduler() (in module neural_compressor.compression.pruner.schedulers) (in module neural_compressor.experimental.pytorch_pruner.scheduler) release_tag() (in module neural_compressor.ux.utils.utils) RemovableActivationOperator (class in neural_compressor.adaptor.ox_utils.operators.activation) remove_init_from_model_input() (in module neural_compressor.adaptor.ox_utils.util) remove_nodes_by_name() (in module neural_compressor.experimental.export.torch2onnx) remove_number_of_samples_from_shape() (in module neural_compressor.ux.components.model.onnxrt.model)

RemoveTrainingNodesOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.remove_training_nodes) RenameBatchNormOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.rename_batch_norm) replace_with_values() (in module neural_compressor.ux.utils.utils) Request (class in neural_compressor.ux.web.communication) RequestDataProcessor (class in neural_compressor.ux.web.service.request_data_processor) require_api_token() (in module neural_compressor.ux.web.server) RerangeQuantizedConcat (class in neural_compressor.adaptor.tf_utils.transform_graph.rerange_quantized_concat) RescaleKerasPretrainTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RescaleTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) RescaleTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) reset_non_value_to_default() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) reset_none_to_default() (in module neural_compressor.compression.pruner.utils) ResizeMXNetTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) ResizeOperator (class in neural_compressor.adaptor.ox_utils.operators.resize) ResizePytorchTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) ResizeTFTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) ResizeTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) ResizeWithAspectRatio (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) ResizeWithRatio (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) Response (class in neural_compressor.ux.web.communication) ResponseGenerator (class in neural_compressor.ux.web.service.response_generator) reverted_data_type() (in module neural_compressor.strategy.utils.utility) RMSE (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) ROC (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) root() (in module neural_compressor.ux.web.server) Router (class in neural_compressor.ux.web.router) RoutingDefinition (class in neural_compressor.ux.web.router) run_forward() (in module neural_compressor.adaptor.mxnet_utils.util) run_migrations_offline() (in module env) run_migrations_online() (in module env) run_server() (in module neural_compressor.ux.web.server)

S

safe_extract_archive() (in module neural_compressor.ux.utils.utils) sample (neural_compressor.experimental.metric.metric.Accuracy attribute) (neural_compressor.experimental.metric.metric.Loss attribute) (neural_compressor.metric.metric.Accuracy attribute) (neural_compressor.metric.metric.Loss attribute) Sampler (class in neural_compressor.data.dataloaders.sampler) (class in neural_compressor.experimental.data.dataloaders.sampler) save() (in module neural_compressor.experimental.compression.pruning) save_for_huggingface_upstream() (in module neural_compressor.utils.load_huggingface) save_protobuf() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) saved_model_session() (in module neural_compressor.model.tensorflow_model) SavedModelModel (class in neural_compressor.ux.components.model.tensorflow.saved_model) ScaleProPagationTransformer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.int8.scale_propagation) Scheduler (class in neural_compressor.experimental.pytorch_pruner.scheduler) (class in neural_compressor.experimental.scheduler) scheduler (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.compression.pruner.pruners.BasicPruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) scores (neural_compressor.compression.pruner.criteria.GradientCriterion attribute) (neural_compressor.compression.pruner.criteria.MagnitudeCriterion attribute) (neural_compressor.compression.pruner.criteria.PruningCriterion attribute) (neural_compressor.compression.pruner.criteria.SnipCriterion attribute) (neural_compressor.compression.pruner.criteria.SnipMomentumCriterion attribute) (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) search_in_list_of_dict() (in module neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface) (in module neural_compressor.ux.components.db_manager.db_operations.db_operations) search_in_list_of_dict_for_unique_value() (in module neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface) (in module neural_compressor.ux.components.db_manager.db_operations.db_operations) Searcher (class in neural_compressor.experimental.nas.search_algorithms) SelfKnowledgeDistillationLoss (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) (class in neural_compressor.ux.utils.workload.pruning) SelfKnowledgeDistillationLossConfig (class in neural_compressor.config) SeqType (class in neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils) SequentialSampler (class in neural_compressor.data.dataloaders.sampler) (class in neural_compressor.experimental.data.dataloaders.sampler) ServiceNotFoundException (class in neural_compressor.ux.web.exceptions) set_all_env_var() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) set_backend() (in module neural_compressor.experimental.common.model) set_data_type() (in module neural_compressor.experimental.export.torch2onnx) set_database_version() (in module neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface) (in module neural_compressor.ux.components.db_manager.db_operations.db_operations) set_eager_execution() (in module neural_compressor.ux.components.benchmark.benchmark_model) (in module neural_compressor.ux.components.optimization.graph_optimizer.optimize_model) (in module neural_compressor.ux.components.optimization.mixed_precision.optimize_model) (in module neural_compressor.ux.components.optimization.tune.tune_model) set_env_var() (in module neural_compressor.benchmark) (in module neural_compressor.experimental.benchmark) set_module() (in module neural_compressor.adaptor.torch_utils.util) set_name() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.onnx.tf2onnx_utils)

set_random_seed() (in module neural_compressor.utils.utility) set_resume_from() (in module neural_compressor.utils.utility) set_scale_info() (in module neural_compressor.experimental.export.torch2onnx) set_tensorboard() (in module neural_compressor.utils.utility) set_workspace() (in module neural_compressor.utils.utility) SGDOptimizer (class in neural_compressor.ux.utils.workload.pruning) Shape (class in neural_compressor.ux.components.model.shape) ShareQDQForItexYPatternOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.share_qdq_y_pattern) should_show_files() (in module neural_compressor.ux.components.file_browser.file_browser) should_show_only_model_files() (in module neural_compressor.ux.components.file_browser.file_browser) show_memory_info() (in module neural_compressor.utils.utility) SigOptTuneStrategy (class in neural_compressor.contrib.strategy.sigopt) simple_inference() (in module neural_compressor.adaptor.torch_utils.util) Singleton (class in neural_compressor.ux.utils.singleton) singleton() (in module neural_compressor.utils.utility) slim_session() (in module neural_compressor.model.tensorflow_model) SmoothQuant (class in neural_compressor.algorithm.smooth_quant) SnipCriterion (class in neural_compressor.compression.pruner.criteria) SnipMomentumCriterion (class in neural_compressor.compression.pruner.criteria) SnipMomentumPruner (class in neural_compressor.experimental.pytorch_pruner.pruner) SnipPruner (class in neural_compressor.experimental.pytorch_pruner.pruner) sort_entries() (in module neural_compressor.ux.components.file_browser.file_browser) SparseCategoricalCrossentropyCriterion (class in neural_compressor.ux.utils.workload.pruning) SparseDummyDataset (class in neural_compressor.data.datasets.dummy_dataset_v2) (class in neural_compressor.experimental.data.datasets.dummy_dataset_v2) split_shared_bias() (in module neural_compressor.adaptor.ox_utils.util) SplitOperator (class in neural_compressor.adaptor.ox_utils.operators.split) SplitSharedInputOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.split_shared_input) SquadExample (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) SquadF1 (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) start_step (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) Statistics (class in neural_compressor.utils.utility) str2array() (in module neural_compressor.utils.utility) Strategies (class in neural_compressor.ux.utils.consts) Strategy (class in neural_compressor.ux.utils.workload.tuning) strategy_registry() (in module neural_compressor.strategy.strategy) strip_equivalent_nodes() (in module neural_compressor.adaptor.tf_utils.util) strip_unused_nodes() (in module neural_compressor.adaptor.tf_utils.util) StripEquivalentNodesOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_equivalent_nodes) StripUnusedNodesOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_unused_nodes) StyleTransferDataset (class in neural_compressor.data.datasets.style_transfer_dataset) (class in neural_compressor.experimental.data.datasets.style_transfer_dataset) sub_graph_with_int32_bias() (in module neural_compressor.experimental.export.torch2onnx) sum (neural_compressor.experimental.metric.metric.Loss attribute) (neural_compressor.metric.metric.Loss attribute) SwitchOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.switch_optimizer) symbol_re (neural_compressor.experimental.metric.bleu.UnicodeRegex attribute) (neural_compressor.metric.bleu.UnicodeRegex attribute) symbolic_trace() (in module neural_compressor.adaptor.torch_utils.symbolic_trace)

T

target_sparsity (neural_compressor.compression.pruner.patterns.BasePattern attribute) target_sparsity_ratio (neural_compressor.compression.pruner.pruners.BasePruner attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) TargetSpace (class in neural_compressor.strategy.bayesian) TemplateAdaptor (class in neural_compressor.adaptor.pytorch) TensorCollector (class in neural_compressor.adaptor.mxnet_utils.util) Tensorflow (class in neural_compressor.data.datasets.dataset) Tensorflow_ITEXAdaptor (class in neural_compressor.adaptor.tensorflow) TensorFlowAdam (class in neural_compressor.experimental.common.optimizer) TensorFlowAdamW (class in neural_compressor.experimental.common.optimizer) TensorFlowAdaptor (class in neural_compressor.adaptor.tensorflow) TensorflowBaseModel (class in neural_compressor.model.tensorflow_model) TensorflowBertDataLoader (class in neural_compressor.data.dataloaders.tensorflow_dataloader) (class in neural_compressor.experimental.data.dataloaders.tensorflow_dataloader) TensorflowBertDataset (class in neural_compressor.data.datasets.bert_dataset) (class in neural_compressor.experimental.data.datasets.bert_dataset) TensorflowCheckpointModel (class in neural_compressor.model.tensorflow_model) TensorflowCIFAR10 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowCIFAR100 (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowCOCOMAP (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) TensorflowCriterions (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) TensorflowCropToBoundingBox (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TensorFlowCrossEntropyLoss (class in neural_compressor.experimental.common.criterion) TensorflowDataLoader (class in neural_compressor.data.dataloaders.tensorflow_dataloader) (class in neural_compressor.experimental.data.dataloaders.tensorflow_dataloader) TensorflowDatasets (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowDiagnosis (class in neural_compressor.ux.components.diagnosis.tensorflow_diagnosis.tensorflow_diagnosis) TensorflowFashionMNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowFilters (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data.filters.filter) TensorflowImageFolder (class in neural_compressor.experimental.data.datasets.dataset) TensorflowImagenetDataset (class in neural_compressor.data.datasets.imagenet_dataset) (class in neural_compressor.experimental.data.datasets.imagenet_dataset) TensorflowImagenetRaw (class in neural_compressor.data.datasets.imagenet_dataset) (class in neural_compressor.experimental.data.datasets.imagenet_dataset) TensorflowImageRecord (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowKnowledgeDistillationLoss (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) TensorflowKnowledgeDistillationLossExternal (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) TensorflowKnowledgeDistillationLossWrapper (class in neural_compressor.compression.distillation.criterions) (class in neural_compressor.experimental.common.criterion) TensorflowMAP (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) TensorflowMetrics (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) TensorflowMNIST (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowModel (class in neural_compressor.model.tensorflow_model) (class in neural_compressor.ux.components.model.tensorflow.model) TensorflowModelZooBertDataLoader (class in neural_compressor.data.dataloaders.tensorflow_dataloader) (class in neural_compressor.experimental.data.dataloaders.tensorflow_dataloader) TensorflowModelZooBertDataset (class in neural_compressor.data.datasets.bert_dataset) (class in neural_compressor.experimental.data.datasets.bert_dataset) TensorflowOptimizers (class in neural_compressor.experimental.common.optimizer) TensorflowQATModel (class in neural_compressor.model.tensorflow_model) TensorflowQDQToOnnxQDQConverter (class in neural_compressor.adaptor.tf_utils.tf2onnx_converter) TensorflowQuery (class in neural_compressor.adaptor.tensorflow) TensorflowRandomHorizontalFlip (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TensorflowRandomVerticalFlip (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TensorflowReader (class in neural_compressor.ux.components.graph.reader.tensorflow_reader) TensorflowResizeCropImagenetTransform (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) TensorflowResizeWithRatio (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TensorflowSavedModelModel (class in neural_compressor.model.tensorflow_model) TensorFlowSGD (class in neural_compressor.experimental.common.optimizer) TensorFlowSparseCategoricalCrossentropy (class in neural_compressor.experimental.common.criterion)

TensorflowTFRecordDataset (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowTopK (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) TensorflowTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TensorflowTransforms (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TensorflowTranspose (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TensorflowVOCMAP (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) TensorflowVOCRecord (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data.datasets.dataset) TensorflowWrapFunction (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TF2ONNXConfig (class in neural_compressor.config) tf_diagnosis_helper() (in module neural_compressor.adaptor.tf_utils.util) tf_to_fp32_onnx() (in module neural_compressor.experimental.export.tf2onnx) tf_to_int8_onnx() (in module neural_compressor.experimental.export.tf2onnx) TFDataDataLoader (class in neural_compressor.data.dataloaders.tensorflow_dataloader) (class in neural_compressor.experimental.data.dataloaders.tensorflow_dataloader) TFModelZooCollectTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TfPruningCallback (class in neural_compressor.experimental.pruning) (class in neural_compressor.experimental.pruning_v2) TFSlimNetsFactory (class in neural_compressor.model.nets_factory) TFSquadV1ModelZooPostTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TFSquadV1PostTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) TilePattern_1x1 (class in neural_compressor.experimental.pruning_recipes.patterns.tile_pattern) TilePattern_1x16 (class in neural_compressor.experimental.pruning_recipes.patterns.tile_pattern) TilePattern_1x2 (class in neural_compressor.experimental.pruning_recipes.patterns.tile_pattern) TilePattern_2x2 (class in neural_compressor.experimental.pruning_recipes.patterns.tile_pattern) TilePattern_4x1 (class in neural_compressor.experimental.pruning_recipes.patterns.tile_pattern) TilePatternBase (class in neural_compressor.experimental.pruning_recipes.patterns.tile_pattern) time_limit() (in module neural_compressor.utils.utility) ToArray (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) ToNDArrayTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) Torch2ONNXConfig (class in neural_compressor.config) torch_to_fp32_onnx() (in module neural_compressor.experimental.export.torch2onnx) torch_to_int8_onnx() (in module neural_compressor.experimental.export.torch2onnx) TorchSmoothQuant (class in neural_compressor.adaptor.torch_utils.smooth_quant) TpeTuneStrategy (class in neural_compressor.contrib.strategy.tpe) trace_and_fuse_sub_graph() (in module neural_compressor.adaptor.torch_utils.symbolic_trace) Train (class in neural_compressor.ux.utils.workload.pruning) Transform (class in neural_compressor.ux.components.db_manager.db_models.transform) (class in neural_compressor.ux.utils.workload.dataloader) transform_registry() (in module neural_compressor.data.transforms.transform) (in module neural_compressor.experimental.data.transforms.transform) TRANSFORMS (class in neural_compressor.data.transforms.transform) Transforms (class in neural_compressor.data.transforms.transform) TRANSFORMS (class in neural_compressor.experimental.data.transforms.transform) Transforms (class in neural_compressor.experimental.data.transforms.transform) Transpose (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) trt_env_setup() (in module neural_compressor.adaptor.ox_utils.util) tune_model() (in module neural_compressor.ux.components.optimization.tune.tune_model) TuneStrategy (class in neural_compressor.strategy.strategy) Tuning (class in neural_compressor.ux.components.optimization.tune.tuning) (class in neural_compressor.ux.utils.workload.tuning) tuning_history() (in module neural_compressor.ux.components.optimization.tuning_history) tuning_history_path() (in module neural_compressor.ux.components.optimization.tuning_history) TuningCriterion (class in neural_compressor.config) TuningDetails (class in neural_compressor.ux.components.db_manager.db_models.tuning_details) (class in neural_compressor.ux.components.optimization.tune.tuning) TuningHistory (class in neural_compressor.ux.components.db_manager.db_models.tuning_history) (class in neural_compressor.ux.components.optimization.tuning_history) TuningHistoryInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) TuningHistoryItemInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) TuningItem (class in neural_compressor.strategy.utils.tuning_space) TuningOrder (class in neural_compressor.strategy.utils.tuning_sampler) TuningSampler (class in neural_compressor.strategy.utils.tuning_sampler) TuningSamplerRegistry (class in neural_compressor.strategy.utils.tuning_sampler) TuningSpace (class in neural_compressor.strategy.utils.tuning_space)

U

UnicodeRegex (class in neural_compressor.experimental.metric.bleu) (class in neural_compressor.metric.bleu) update_config_to_machine_specification() (in module neural_compressor.ux.components.configuration_wizard.get_configuration) update_dataloaders() (in module 6ece06672ed3_v1_14)

update_dataloaders_params() (in module neural_compressor.ux.components.db_manager.utils) update_frequency_on_step (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) update_params() (in module neural_compressor.compression.pruner.utils) update_transformations() (in module 6ece06672ed3_v1_14) update_weight_bias() (in module neural_compressor.experimental.export.torch2onnx)

V

valid_reshape_inputs() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in) validate_and_inference_input_output() (in module neural_compressor.model.tensorflow_model) validate_graph_node() (in module neural_compressor.model.tensorflow_model) validate_model_list() (in module neural_compressor.ux.components.model_zoo.list_models) ValueInfo (class in neural_compressor.adaptor.ox_utils.util) values_from_const() (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in) (in module neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_layer_norm) verify_file_path() (in module neural_compressor.ux.utils.utils)

version1_eq_version2() (in module neural_compressor.adaptor.tf_utils.util) (in module neural_compressor.utils.utility) version1_gt_version2() (in module neural_compressor.adaptor.tf_utils.util) (in module neural_compressor.utils.utility) version1_gte_version2() (in module neural_compressor.adaptor.tf_utils.util) (in module neural_compressor.utils.utility) version1_lt_version2() (in module neural_compressor.adaptor.tf_utils.util) (in module neural_compressor.utils.utility) version1_lte_version2() (in module neural_compressor.adaptor.tf_utils.util) (in module neural_compressor.utils.utility)

W

warn() (in module neural_compressor.utils.logger) warning() (in module neural_compressor.utils.logger) Watcher (class in neural_compressor.ux.components.optimization.tuning_history) web_socket_publisher() (in module neural_compressor.ux.web.server) WeightCompressionApproach (class in neural_compressor.ux.utils.workload.pruning) WeightCorrection (class in neural_compressor.algorithm.weight_correction) WeightPruningConfig (class in neural_compressor.config) whitespace_tokenize() (in module neural_compressor.data.transforms.tokenization) (in module neural_compressor.experimental.data.transforms.tokenization) WiseConfig (class in neural_compressor.ux.utils.workload.quantization) WiseConfigDetails (class in neural_compressor.ux.utils.workload.quantization)

WordpieceTokenizer (class in neural_compressor.data.transforms.tokenization) (class in neural_compressor.experimental.data.transforms.tokenization) Workdir (class in neural_compressor.ux.utils.templates.workdir) WorkloadService (class in neural_compressor.ux.web.service.workload) Workspace (class in neural_compressor.ux.utils.workload.tuning) WrapMXNetMetric (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) WrapONNXRTMetric (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) WrapPyTorchMetric (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) write_graph() (in module neural_compressor.adaptor.tf_utils.util)