Index

Symbols

644ec953a7dc_pruning_support module 6ece06672ed3_v1_14 module

6f0d0f71d92e_v1_13 module 9e89549a08c8_v1_11 module

_

_epoch_ran (neural_compressor.experimental.Distillation attribute) (neural_compressor.experimental.distillation.Distillation attribute)

A

absolute (neural_compressor.config.AccuracyCriterion property) acc_input_model (neural_compressor.ux.utils.templates.metric.Metric property) acc_optimized_model (neural_compressor.ux.utils.templates.metric.Metric property) AccCriterion (class in neural_compressor.ux.utils.workload.tuning) AccessDeniedException accumulate() (neural_compressor.experimental.metric.coco_tools.COCOEvalWrapper method) (neural_compressor.metric.coco_tools.COCOEvalWrapper method) 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) accuracy (neural_compressor.ux.utils.templates.metric.Metric property) accuracy_meets() (neural_compressor.objective.MultiObjective method) accuracy_target (neural_compressor.objective.MultiObjective property) 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 (neural_compressor.algorithm.algorithm.AlgorithmScheduler property) (neural_compressor.algorithm.AlgorithmScheduler property) adaptor_registry() (in module neural_compressor.adaptor.adaptor) add() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.benchmark_result.BenchmarkResult static method) (neural_compressor.ux.components.db_manager.db_models.dataset.Dataset static method) (neural_compressor.ux.components.db_manager.db_models.model.Model static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.optimization_type.OptimizationType static method) (neural_compressor.ux.components.db_manager.db_models.precision.Precision static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) (neural_compressor.ux.components.db_manager.db_models.profiling_result.ProfilingResult static method) (neural_compressor.ux.components.db_manager.db_models.pruning_details.PruningDetails static method) (neural_compressor.ux.components.db_manager.db_models.tuning_details.TuningDetails static method) (neural_compressor.ux.components.db_manager.db_models.tuning_history.TuningHistory static method) add_benchmark() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) add_dataset() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) add_dummy_dataset() (neural_compressor.ux.components.db_manager.db_operations.project_api_interface.ProjectAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProjectAPIInterface static method) add_edge() (neural_compressor.ux.components.graph.graph.Graph method) add_initializer() (neural_compressor.model.onnx_model.ONNXModel method) add_initializers() (neural_compressor.model.onnx_model.ONNXModel method) add_loss_to_tuned_history_and_find_best() (neural_compressor.contrib.strategy.tpe.TpeTuneStrategy method) add_model() (neural_compressor.ux.components.db_manager.db_operations.model_api_interface.ModelAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ModelAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.project_api_interface.ProjectAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProjectAPIInterface static method) add_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) (neural_compressor.model.onnx_model.ONNXModel method) (neural_compressor.ux.components.graph.graph.Graph method) add_nodes() (neural_compressor.model.onnx_model.ONNXModel method) add_optimization() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) add_output_graph_node() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeNodeBase method) add_profiling() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) add_pruning_optimization() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) add_quantization_optimization() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) add_quantize_recipe() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config.QuantizeConfig method) add_refresh() (neural_compressor.ux.web.service.response_generator.ResponseGenerator static method) add_result() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) add_standard_optimization() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) add_tuning_history() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) additional_log_names (neural_compressor.ux.utils.executor.Executor property)

adjust_ratio() (neural_compressor.pruner.patterns.BasePattern method) Advance (class in neural_compressor.ux.utils.workload.quantization) Algorithm (class in neural_compressor.algorithm) (class in neural_compressor.algorithm.algorithm) algorithm_registry() (in module neural_compressor.algorithm) (in module neural_compressor.algorithm.algorithm) ALGORITHMS (class in neural_compressor.algorithm) (class in neural_compressor.algorithm.algorithm) AlgorithmScheduler (class in neural_compressor.algorithm) (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.pruner.regs.GroupLasso attribute) amp_convert() (in module neural_compressor.adaptor.mxnet_utils.util) analysis_rnn_model() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) append() (neural_compressor.experimental.scheduler.Scheduler method) append_attr() (in module neural_compressor.adaptor.torch_utils.util) apply_batchmatmulv2_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul.FuseNodeStartWithMatmul method) apply_batchmatmulv2_mul_add_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul.FuseNodeStartWithMatmul method) apply_conv3d_add_addn_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_conv3d_add_addn_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_conv3d_add_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_conv3d_add_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_conv3d_single_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_conv_biasadd_addn_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv.FuseNodeStartWithConv2d method) apply_conv_biasadd_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv.FuseNodeStartWithConv2d method) apply_conv_biasadd_hardswish_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_conv_biasadd_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv.FuseNodeStartWithConv2d method) apply_conv_single_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv.FuseNodeStartWithConv2d method) apply_deconv2d_biasadd_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv.FuseNodeStartWithDeconv2d method) apply_deconv3d_biasadd_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv.FuseNodeStartWithDeconv2d method) apply_matmul_biasadd_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul.FuseNodeStartWithMatmul method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_matmul.FuseNodeStartWithMatmul method) apply_matmul_biasadd_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul.FuseNodeStartWithMatmul method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_matmul.FuseNodeStartWithMatmul method) apply_newly_bn_leakyrelu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_bn.FuseNodeStartWithFusedBatchNormV3 method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_bn.FuseNodeStartWithFusedBatchNormV3 method) apply_newly_bn_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_bn.FuseNodeStartWithFusedBatchNormV3 method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_bn.FuseNodeStartWithFusedBatchNormV3 method) apply_newly_conv_biasadd_addn_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_newly_conv_biasadd_addn_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_newly_conv_biasadd_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_newly_conv_biasadd_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_newly_conv_biasadd_swishf32_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_newly_conv_single_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) apply_newly_in_relu_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_in.FuseNodeStartWithFusedInstanceNorm method) apply_single_deconv2d_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv.FuseNodeStartWithDeconv2d method) apply_single_deconv3d_fusion() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv.FuseNodeStartWithDeconv2d method) apply_the_transform() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_bn.FuseNodeStartWithFusedBatchNormV3 method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_concatv2.FuseNodeStartWithConcatV2 method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv.FuseNodeStartWithDeconv2d method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_in.FuseNodeStartWithFusedInstanceNorm method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul.FuseNodeStartWithMatmul method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_pooling.FuseNodeStartWithPooling method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeNodeBase method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_bn.FuseNodeStartWithFusedBatchNormV3 method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_concatv2.FuseNodeStartWithConcatV2 method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv.FuseNodeStartWithConv2d method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_matmul.FuseNodeStartWithMatmul method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_pooling.FuseNodeStartWithPooling method) Approach (class in neural_compressor.ux.utils.workload.pruning) approach (neural_compressor.config.PostTrainingQuantConfig property) (neural_compressor.config.QuantizationAwareTrainingConfig property) (neural_compressor.PostTrainingQuantConfig property) (neural_compressor.QuantizationAwareTrainingConfig property) ArgMaxOperator (class in neural_compressor.adaptor.ox_utils.operators.argmax) array_to_params() (neural_compressor.strategy.bayesian.TargetSpace method) AttentionOperator (class in neural_compressor.adaptor.ox_utils.operators.attention) Attribute (class in neural_compressor.ux.components.graph.attribute) attribute_to_kwarg() (in module neural_compressor.adaptor.ox_utils.util) augment_graph() (neural_compressor.adaptor.ox_utils.calibration.ONNXRTAugment method) auto_copy() (in module neural_compressor.adaptor.torch_utils.util) AutoMixedPrecisionTuneStrategy (class in neural_compressor.strategy.auto_mixed_precision)

B

b_dataloader (neural_compressor.experimental.Benchmark property) (neural_compressor.experimental.benchmark.Benchmark property) b_func (neural_compressor.experimental.Benchmark property) (neural_compressor.experimental.benchmark.Benchmark property) backend (neural_compressor.config.BenchmarkConfig property) BaseDataLoader (class in neural_compressor.data.dataloaders.base_dataloader) (class in neural_compressor.experimental.data.dataloaders.base_dataloader) baseline (neural_compressor.objective.MultiObjective property) BaseMetric (class in neural_compressor.experimental.metric) (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric) (class in neural_compressor.metric.metric) BaseModel (class in neural_compressor.model) (class in neural_compressor.model.base_model) BasePattern (class in neural_compressor.pruner.patterns) BasePruner (class in neural_compressor.pruner.pruners) BaseReg (class in neural_compressor.pruner.regs) BaseTransform (class in neural_compressor.data) (class in neural_compressor.data.transforms) (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data) (class in neural_compressor.experimental.data.transforms) (class in neural_compressor.experimental.data.transforms.transform) BasicMagnitudePruner (class in neural_compressor.pruner.pruner_legacy.magnitude) BasicNAS (class in neural_compressor.experimental.nas) (class in neural_compressor.experimental.nas.basic_nas) BasicPruner (class in neural_compressor.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) batch() (neural_compressor.data.dataloaders.base_dataloader.BaseDataLoader method) (neural_compressor.data.dataloaders.default_dataloader.DefaultDataLoader method) (neural_compressor.data.dataloaders.tensorflow_dataloader.TFDataDataLoader method) (neural_compressor.experimental.data.dataloaders.base_dataloader.BaseDataLoader method) (neural_compressor.experimental.data.dataloaders.default_dataloader.DefaultDataLoader method) (neural_compressor.experimental.data.dataloaders.tensorflow_dataloader.TFDataDataLoader method) batch_size (neural_compressor.data.dataloaders.base_dataloader.BaseDataLoader property) (neural_compressor.experimental.data.dataloaders.base_dataloader.BaseDataLoader property) 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) (class in neural_compressor.benchmark) (class in neural_compressor.experimental) (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) (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.experimental.Distillation attribute) (neural_compressor.experimental.distillation.Distillation attribute) best_result() (neural_compressor.objective.MultiObjective method) best_score (neural_compressor.experimental.Distillation attribute) (neural_compressor.experimental.distillation.Distillation attribute) bf16 (neural_compressor.utils.utility.CpuInfo property) bf16_convert() (neural_compressor.adaptor.tf_utils.graph_converter.GraphConverter method) (neural_compressor.adaptor.tf_utils.graph_converter_without_calib.GraphConverterWithoutCalib method) 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), [1] (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.experimental.pytorch_pruner.patterns.PatternNxM attribute) (neural_compressor.pruner.patterns.PatternNxM attribute) block_sniffing() (in module neural_compressor.ux.web.server) bounds (neural_compressor.strategy.bayesian.TargetSpace property) build() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapper method) (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase method) build_dataloader() (neural_compressor.ux.components.profiling.tensorflow_profiler.profiler.Profiler method) build_info() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.benchmark_result.BenchmarkResult static method) (neural_compressor.ux.components.db_manager.db_models.dataset.Dataset static method) (neural_compressor.ux.components.db_manager.db_models.model.Model static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) (neural_compressor.ux.components.db_manager.db_models.profiling_result.ProfilingResult static method) (neural_compressor.ux.components.db_manager.db_models.pruning_details.PruningDetails static method) (neural_compressor.ux.components.db_manager.db_models.tuning_history.TuningHistory static method) build_parameters() (in module neural_compressor.ux.web.server) build_saved_model() (neural_compressor.model.tensorflow_model.TensorflowSavedModelModel method) build_scale_mapping() (in module neural_compressor.experimental.export.torch2onnx) bulk_add() (neural_compressor.ux.components.db_manager.db_models.profiling_result.ProfilingResult static method) bulk_add_results() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) 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

calc_kl_th_dict() (neural_compressor.adaptor.mxnet_utils.util.CalibCollector method) calculate_hessian_trace() (neural_compressor.adaptor.pytorch.TemplateAdaptor method) calculate_loss() (neural_compressor.contrib.strategy.tpe.TpeTuneStrategy method) calculate_md5() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) calculate_mse() (neural_compressor.ux.components.diagnosis.diagnosis.Diagnosis method) calculate_op_sensitivity() (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) calculate_quantization_params() (neural_compressor.adaptor.ox_utils.calibration.ONNXRTAugment method) calculate_scale_zeropoint() (neural_compressor.adaptor.ox_utils.calibration.ONNXRTAugment method) calculate_scale_zp() (in module neural_compressor.adaptor.ox_utils.util) calculate_throughput() (neural_compressor.ux.utils.templates.metric.Metric static method) calib_dataloader (neural_compressor.experimental.Quantization property) (neural_compressor.experimental.quantization.Quantization property) calib_iter (neural_compressor.algorithm.algorithm.AlgorithmScheduler property) (neural_compressor.algorithm.AlgorithmScheduler property) 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) call() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapper method) (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase method) (neural_compressor.ux.utils.executor.Executor method) call_one() (neural_compressor.ux.utils.executor.Executor method) cast() (neural_compressor.adaptor.ox_utils.operators.concat.ConcatOperator method) (neural_compressor.adaptor.ox_utils.operators.direct_q8.Direct8BitOperator method) (neural_compressor.adaptor.ox_utils.operators.direct_q8.DirectCastOperator method) (neural_compressor.adaptor.ox_utils.operators.ops.Operator method) (neural_compressor.adaptor.ox_utils.operators.split.SplitOperator method) 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_all_folded() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_constant.GraphFoldConstantOptimizer method) check_cfg_and_qconfig() (in module neural_compressor.adaptor.torch_utils.util) check_config() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) (in module neural_compressor.pruner.utils) check_const_inputs() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_constant.GraphFoldConstantOptimizer method) check_if_collect_tuning_history() (in module neural_compressor.ux.components.optimization.execute_optimization) check_if_custom_metric_or_dataloader() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) check_integrity() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) check_is_pruned_progressive_step() (neural_compressor.pruner.pruners.ProgressivePruner method) check_is_pruned_step() (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) check_key_validity() (in module neural_compressor.pruner.utils) check_layer_validity() (neural_compressor.pruner.patterns.BasePattern method) (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) 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_opset_version() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) check_progressive_validity() (neural_compressor.pruner.pruners.ProgressivePruner method) check_value() (in module neural_compressor.config) 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) class_to_idx (neural_compressor.data.datasets.dataset.MNIST property) (neural_compressor.experimental.data.datasets.dataset.MNIST property) clean_logs() (neural_compressor.ux.utils.templates.workdir.Workdir static method) clean_status() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) (neural_compressor.ux.utils.templates.workdir.Workdir static method) clean_workloads_wip_status() (neural_compressor.ux.utils.environment.Environment static method) clear_csv() (neural_compressor.experimental.nas.dynast.dynas_utils.EvaluationInterface method) (neural_compressor.experimental.nas.dynast.dynas_utils.EvaluationInterfaceTransformerLT method) clear_features() (neural_compressor.experimental.common.criterion.IntermediateLayersKnowledgeDistillationLoss method) clear_quantize_recipe() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config.QuantizeConfig method) 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) collapse() (neural_compressor.ux.components.graph.collapser.Collapser method) 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) collect() (neural_compressor.utils.collect_layer_histogram.LayerHistogramCollector method) (neural_compressor.utils.LayerHistogramCollector method) collect_gluon() (neural_compressor.adaptor.mxnet_utils.util.CalibCollector method) (neural_compressor.adaptor.mxnet_utils.util.CollectorBase method) (neural_compressor.adaptor.mxnet_utils.util.NameCollector method) (neural_compressor.adaptor.mxnet_utils.util.TensorCollector method) collect_module() (neural_compressor.adaptor.mxnet_utils.util.CollectorBase method) 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() (neural_compressor.experimental.scheduler.Scheduler method) combine_capabilities() (in module neural_compressor.adaptor.mxnet_utils.util) combine_histogram() (in module neural_compressor.utils.utility) command (neural_compressor.ux.components.optimization.optimization.Optimization property) compare() (neural_compressor.objective.MultiObjective method) 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_node_attr() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) compare_weights() (in module neural_compressor.adaptor.torch_utils.hawq_metric) Component (class in neural_compressor.experimental) (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) CompressionManager.CallBacks (class in neural_compressor.training) compute() (neural_compressor.experimental.metric.metric.PyTorchLoss method) (neural_compressor.metric.metric.PyTorchLoss method) compute_bleu() (in module neural_compressor.experimental.metric.bleu_util) (in module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_interface) (in module neural_compressor.metric.bleu_util) compute_latency() (in module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_interface) compute_macs() (in module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_interface) compute_mask() (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) (neural_compressor.pruner.pruner_legacy.magnitude.BasicMagnitudePruner method) (neural_compressor.pruner.pruner_legacy.pattern_lock.PatternLockPruner method) compute_output_shape() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase method) compute_sparsity() (in module neural_compressor.utils.utility) (neural_compressor.experimental.pruning_recipes.patterns.pattern.PatternBase method) (neural_compressor.experimental.pruning_recipes.patterns.tile_pattern.TilePatternBase method) ComputeMetrics() (neural_compressor.experimental.metric.coco_tools.COCOEvalWrapper method) (neural_compressor.metric.coco_tools.COCOEvalWrapper method) ConcatOperator (class in neural_compressor.adaptor.ox_utils.operators.concat) Conf (class in neural_compressor.conf.config) conf (neural_compressor.experimental.Pruning attribute) (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.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.experimental.pytorch_pruner.scheduler.Scheduler attribute) (neural_compressor.pruner.patterns.BasePattern attribute) (neural_compressor.pruner.pruners.BasePruner attribute) (neural_compressor.pruner.schedulers.PruningScheduler attribute)

config_file_path (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) (neural_compressor.pruner.pruning.Pruning attribute) config_filename (neural_compressor.ux.components.benchmark.benchmark.Benchmark property) (neural_compressor.ux.components.optimization.optimization.Optimization property) (neural_compressor.ux.components.profiling.profiling.Profiling property) config_instance() (neural_compressor.experimental.Benchmark method) (neural_compressor.experimental.benchmark.Benchmark method) config_path (neural_compressor.ux.components.profiling.profiling.Profiling property) 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) configuration_data (neural_compressor.ux.components.benchmark.benchmark.Benchmark property) (neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization.GraphOptimization property) (neural_compressor.ux.components.optimization.mixed_precision.mixed_precision.MixedPrecision property) (neural_compressor.ux.components.optimization.optimization.Optimization property) (neural_compressor.ux.components.optimization.pruning.pruning.Pruning property) (neural_compressor.ux.components.optimization.tune.tuning.Tuning property) ConfigurationParser (class in neural_compressor.ux.components.configuration_wizard.configuration_parser) configure_age() (neural_compressor.experimental.nas.dynast.dynas_search.SearchAlgoManager method) configure_nsga2() (neural_compressor.experimental.nas.dynast.dynas_search.SearchAlgoManager method) ConservativeTuneStrategy (class in neural_compressor.strategy.conservative) Convert() (in module neural_compressor.adaptor.torch_utils.bf16_convert) convert() (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.ox_utils.operators.activation.ActivationOperator method) (neural_compressor.adaptor.ox_utils.operators.activation.QActivationOperator method) (neural_compressor.adaptor.ox_utils.operators.argmax.ArgMaxOperator method) (neural_compressor.adaptor.ox_utils.operators.attention.AttentionOperator method) (neural_compressor.adaptor.ox_utils.operators.attention.QAttentionOperator method) (neural_compressor.adaptor.ox_utils.operators.binary_op.BinaryOperator method) (neural_compressor.adaptor.ox_utils.operators.binary_op.QBinaryOperator method) (neural_compressor.adaptor.ox_utils.operators.concat.ConcatOperator method) (neural_compressor.adaptor.ox_utils.operators.concat.QConcatOperator method) (neural_compressor.adaptor.ox_utils.operators.conv.ConvOperator method) (neural_compressor.adaptor.ox_utils.operators.conv.QConvOperator method) (neural_compressor.adaptor.ox_utils.operators.direct_q8.Direct8BitOperator method) (neural_compressor.adaptor.ox_utils.operators.embed_layernorm.EmbedLayerNormalizationOperator method) (neural_compressor.adaptor.ox_utils.operators.embed_layernorm.QEmbedLayerNormalizationOperator method) (neural_compressor.adaptor.ox_utils.operators.gather.GatherOperator method) (neural_compressor.adaptor.ox_utils.operators.gavgpool.GlobalAveragePoolOperator method) (neural_compressor.adaptor.ox_utils.operators.gavgpool.QGlobalAveragePoolOperator method) (neural_compressor.adaptor.ox_utils.operators.gemm.GemmOperator method) (neural_compressor.adaptor.ox_utils.operators.gemm.QGemmOperator method) (neural_compressor.adaptor.ox_utils.operators.lstm.LSTMOperator method) (neural_compressor.adaptor.ox_utils.operators.matmul.MatMulOperator method) (neural_compressor.adaptor.ox_utils.operators.matmul.QMatMulOperator method) (neural_compressor.adaptor.ox_utils.operators.maxpool.MaxPoolOperator method) (neural_compressor.adaptor.ox_utils.operators.ops.Operator method) (neural_compressor.adaptor.ox_utils.operators.ops.QOperator method) (neural_compressor.adaptor.ox_utils.operators.pad.PadOperator method) (neural_compressor.adaptor.ox_utils.operators.pooling.PoolOperator method) (neural_compressor.adaptor.ox_utils.operators.pooling.QPoolOperator method) (neural_compressor.adaptor.ox_utils.operators.resize.ResizeOperator method) (neural_compressor.adaptor.ox_utils.operators.split.QSplitOperator method) (neural_compressor.adaptor.ox_utils.operators.split.SplitOperator method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) (neural_compressor.adaptor.tf_utils.graph_converter.GraphConverter method) convert_by_vocab() (in module neural_compressor.data.transforms.tokenization) (in module neural_compressor.experimental.data.transforms.tokenization) convert_check() (neural_compressor.adaptor.ox_utils.operators.activation.ActivationOperator method) (neural_compressor.adaptor.ox_utils.operators.argmax.ArgMaxOperator method) (neural_compressor.adaptor.ox_utils.operators.attention.AttentionOperator method) (neural_compressor.adaptor.ox_utils.operators.binary_op.BinaryOperator method) (neural_compressor.adaptor.ox_utils.operators.concat.ConcatOperator method) (neural_compressor.adaptor.ox_utils.operators.conv.ConvOperator method) (neural_compressor.adaptor.ox_utils.operators.direct_q8.Direct8BitOperator method) (neural_compressor.adaptor.ox_utils.operators.embed_layernorm.EmbedLayerNormalizationOperator method) (neural_compressor.adaptor.ox_utils.operators.gather.GatherOperator method) (neural_compressor.adaptor.ox_utils.operators.gavgpool.GlobalAveragePoolOperator method) (neural_compressor.adaptor.ox_utils.operators.gemm.GemmOperator method) (neural_compressor.adaptor.ox_utils.operators.lstm.LSTMOperator method) (neural_compressor.adaptor.ox_utils.operators.matmul.MatMulOperator method) (neural_compressor.adaptor.ox_utils.operators.maxpool.MaxPoolOperator method) (neural_compressor.adaptor.ox_utils.operators.ops.Operator method) (neural_compressor.adaptor.ox_utils.operators.pad.PadOperator method) (neural_compressor.adaptor.ox_utils.operators.pooling.PoolOperator method) (neural_compressor.adaptor.ox_utils.operators.resize.ResizeOperator method) (neural_compressor.adaptor.ox_utils.operators.split.SplitOperator method) 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_ids_to_tokens() (neural_compressor.data.transforms.tokenization.FullTokenizer method) (neural_compressor.experimental.data.transforms.tokenization.FullTokenizer method) convert_nodes_to_list() (neural_compressor.ux.components.profiling.tensorflow_profiler.profiler.Profiler static method) convert_qdq_to_operator_oriented() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) convert_sub_graph() (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor static method) convert_to_unicode() (in module neural_compressor.data.transforms.tokenization) (in module neural_compressor.experimental.data.transforms.tokenization) convert_tokens_to_ids() (neural_compressor.data.transforms.tokenization.FullTokenizer method) (neural_compressor.experimental.data.transforms.tokenization.FullTokenizer method) convert_without_calib() (neural_compressor.adaptor.tf_utils.graph_converter_without_calib.GraphConverterWithoutCalib method) 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) copy_attr() (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) cores_per_instance (neural_compressor.config.BenchmarkConfig property) cores_per_socket (neural_compressor.utils.utility.CpuInfo property) count_model_parameters() (neural_compressor.experimental.nas.nas.NASBase method) count_new_masked_cnts() (neural_compressor.pruner.patterns.PatternNxM method) CpuInfo (class in neural_compressor.utils.utility) create_acc_predictor() (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) create_all() (neural_compressor.ux.components.db_manager.db_manager.DBManager method) (neural_compressor.ux.components.db_manager.DBManager method) create_constant_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) create_criterion() (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) 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_exp() (neural_compressor.contrib.strategy.sigopt.SigOptTuneStrategy method) create_file_entry() (in module neural_compressor.ux.components.file_browser.file_browser) create_latency_predictor() (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) create_macs_predictor() (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) create_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) create_nodes_map() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeNodeBase method) create_optimizer() (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) create_project() (neural_compressor.ux.components.db_manager.db_models.project.Project static method) (neural_compressor.ux.components.db_manager.db_operations.examples_api_interface.ExamplesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ExamplesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.project_api_interface.ProjectAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProjectAPIInterface static method) create_search_space_pool() (in module neural_compressor.experimental.nas.nas_utils) create_simple_response() (in module neural_compressor.ux.web.communication) create_sqlalchemy_engine() (neural_compressor.ux.components.db_manager.db_manager.DBManager method) (neural_compressor.ux.components.db_manager.DBManager method) create_tf_config() (neural_compressor.ux.components.profiling.tensorflow_profiler.profiler.Profiler method) create_train_func() (in module neural_compressor.utils.create_obj_from_config) create_training_set() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager static method) (neural_compressor.experimental.nas.dynast.dynas_manager.TransformerLTEncoding method) Criterion (class in neural_compressor.ux.utils.workload.pruning) criterion (neural_compressor.config.AccuracyCriterion property) (neural_compressor.config.DistillationConfig property) (neural_compressor.DistillationConfig property) (neural_compressor.experimental.Distillation property) (neural_compressor.experimental.distillation.Distillation property) (neural_compressor.pruner.pruners.BasicPruner attribute) criterion_registry() (in module neural_compressor.experimental.common.criterion) 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.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.pruners.BasePruner attribute)

D

data (neural_compressor.ux.web.communication.Message property) DataIterLoader (class in neural_compressor.adaptor.mxnet_utils.util) DataLoader (class in neural_compressor.data) (class in neural_compressor.data.dataloaders) (class in neural_compressor.data.dataloaders.dataloader) (class in neural_compressor.experimental.common) (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) dataloader (neural_compressor.algorithm.algorithm.AlgorithmScheduler property) (neural_compressor.algorithm.AlgorithmScheduler property) (neural_compressor.data.dataloaders.default_dataloader.DefaultDataLoader property) (neural_compressor.experimental.data.dataloaders.default_dataloader.DefaultDataLoader property) dataloader() (neural_compressor.Benchmark method) (neural_compressor.benchmark.Benchmark method) dataloader_path() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) 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) DataReader (class in neural_compressor.adaptor.torch_utils.onnx) Dataset (class in neural_compressor.data) (class in neural_compressor.data.datasets) (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data) (class in neural_compressor.experimental.data.datasets) (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() (neural_compressor.experimental.Graph_Optimization method) (neural_compressor.experimental.graph_optimization.Graph_Optimization method) (neural_compressor.experimental.model_conversion.ModelConversion method) (neural_compressor.experimental.ModelConversion method) (neural_compressor.experimental.Quantization method) (neural_compressor.experimental.quantization.Quantization method) dataset_registry() (in module neural_compressor.data) (in module neural_compressor.data.datasets) (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data) (in module neural_compressor.experimental.data.datasets) (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) (class in neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface) Datasets (class in neural_compressor.data) (class in neural_compressor.data.datasets) (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data) (class in neural_compressor.experimental.data.datasets) (class in neural_compressor.experimental.data.datasets.dataset) DBManager (class in neural_compressor.ux.components.db_manager) (class in neural_compressor.ux.components.db_manager.db_manager) debug() (in module neural_compressor.utils) (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) delete_benchmark() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) delete_dataset() (neural_compressor.ux.components.db_manager.db_models.dataset.Dataset static method) (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) delete_model() (neural_compressor.ux.components.db_manager.db_models.model.Model static method) (neural_compressor.ux.components.db_manager.db_operations.model_api_interface.ModelAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ModelAPIInterface static method) delete_optimization() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) delete_profiling() (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) delete_project() (neural_compressor.ux.components.db_manager.db_models.project.Project static method) (neural_compressor.ux.components.db_manager.db_operations.project_api_interface.ProjectAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProjectAPIInterface static method) delete_pruning_details() (neural_compressor.ux.components.db_manager.db_models.pruning_details.PruningDetails static method) delete_results() (neural_compressor.ux.components.db_manager.db_models.profiling_result.ProfilingResult static method) delete_tuning_details() (neural_compressor.ux.components.db_manager.db_models.tuning_details.TuningDetails static method) deploy_config() (neural_compressor.strategy.strategy.TuneStrategy method) 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) dequantize_tensor() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) DequantizeCastOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dequantize_cast_optimizer) DequantizeWeight() (in module neural_compressor.utils.utility) destination (neural_compressor.experimental.model_conversion.ModelConversion property) (neural_compressor.experimental.ModelConversion property) details() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.dataset.Dataset static method) (neural_compressor.ux.components.db_manager.db_models.model.Model static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) detection_type (neural_compressor.experimental.metric.coco_tools.COCOWrapper attribute) (neural_compressor.metric.coco_tools.COCOWrapper attribute) determine_gui_port() (neural_compressor.ux.web.configuration.Configuration method) determine_ip() (in module neural_compressor.ux.utils.utils) determine_log_level() (neural_compressor.ux.web.configuration.Configuration method) determine_server_port() (neural_compressor.ux.web.configuration.Configuration method) determine_url_prefix() (neural_compressor.ux.web.configuration.Configuration static method) determine_values_from_environment() (neural_compressor.ux.web.configuration.Configuration method) Diagnosis (class in neural_compressor.ux.components.diagnosis.diagnosis) (class in neural_compressor.ux.utils.workload.tuning) diagnosis_helper() (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) DiagnosisAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations) (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) (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) dim (neural_compressor.strategy.bayesian.TargetSpace property) Direct8BitOperator (class in neural_compressor.adaptor.ox_utils.operators.direct_q8) DirectCastOperator (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) (class in neural_compressor.experimental.distillation) Distillation_Conf (class in neural_compressor.conf.config) DistillationConfig (class in neural_compressor) (class in neural_compressor.config) distribute_calib_tensors() (in module neural_compressor.adaptor.mxnet_utils.util) do_transform() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.optimize_qdq.OptimizeQDQGraph method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeGraphBase method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_for_intel_cpu.QuantizeGraphForIntel method) do_transformation() (neural_compressor.adaptor.tf_utils.graph_rewriter.bf16.bf16_convert.BF16Convert method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_add_to_biasadd.ConvertAddToBiasAddOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_layout.ConvertLayoutOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_leakyrelu.ConvertLeakyReluOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_nan_to_random.ConvertNanToRandom method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_placeholder_to_const.ConvertPlaceholderToConst method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dequantize_cast_optimizer.DequantizeCastOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dilated_contraction.DilatedContraction method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dummy_biasadd.InjectDummyBiasAddOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.expanddims_optimizer.ExpandDimsOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fetch_weight_from_reshape.FetchWeightFromReshapeOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_batch_norm.FoldBatchNormNodesOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_constant.GraphFoldConstantOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_biasadd_add.FuseBiasAddAndAddOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_column_wise_mul.FuseColumnWiseMulOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_conv_with_math.FuseConvWithMathOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_bn.FuseDecomposedBNOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_decomposed_in.FuseDecomposedINOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_gelu.FuseGeluOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_layer_norm.FuseLayerNormOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_conv.FusePadWithConv2DOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_pad_with_fp32_conv.FusePadWithFP32Conv2DOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fuse_reshape_transpose.FuseTransposeReshapeOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.graph_cse_optimizer.GraphCseOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.grappler_pass.GrapplerOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.insert_print_node.InsertPrintMinMaxNode method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.move_squeeze_after_relu.MoveSqueezeAfterReluOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.remove_training_nodes.RemoveTrainingNodesOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.rename_batch_norm.RenameBatchNormOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.split_shared_input.SplitSharedInputOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_equivalent_nodes.StripEquivalentNodesOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.strip_unused_nodes.StripUnusedNodesOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.switch_optimizer.SwitchOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.update_enter.UpdateEnterOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.graph_base.GraphRewriterBase method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_fake_quant.FreezeFakeQuantOpOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value.FreezeValueTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_redundant_dequantize.FuseConvRedundantDequantizeTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_conv_requantize.FuseConvRequantizeTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_redundant_dequantize.FuseMatMulRedundantDequantizeTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize.FuseMatMulRequantizeDequantizeNewAPITransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize.FuseMatMulRequantizeDequantizeTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize.FuseMatMulRequantizeNewAPITransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.fuse_matmul_requantize.FuseMatMulRequantizeTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.meta_op_optimizer.MetaInfoChangingMemOpOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_hostconst_converter.PostHostConstConverter method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.post_quantized_op_cse.PostCseOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.rnn_convert.QuantizedRNNConverter method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.scale_propagation.ScaleProPagationTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.insert_qdq_pattern.GenerateGraphWithQDQPattern method) (neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.merge_duplicated_qdq.MergeDuplicatedQDQOptimizer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.share_qdq_y_pattern.ShareQDQForItexYPatternOptimizer method) (neural_compressor.adaptor.tf_utils.transform_graph.bias_correction.BiasCorrection method) (neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base.GraphTransformBase method) (neural_compressor.adaptor.tf_utils.transform_graph.insert_logging.InsertLogging method) (neural_compressor.adaptor.tf_utils.transform_graph.rerange_quantized_concat.RerangeQuantizedConcat method) do_transformation_without_calib() (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value_without_calib.FreezeValueWithoutCalibTransformer method) Domain (class in neural_compressor.ux.components.db_manager.db_models.domain) (class in neural_compressor.ux.components.model.domain) domain (neural_compressor.ux.components.model.model.Model property) (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel property) domain_flavour_mappings (neural_compressor.ux.components.names_mapper.names_mapper.NamesMapper property) domain_mappings (neural_compressor.ux.components.names_mapper.names_mapper.NamesMapper property) 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() (neural_compressor.data.datasets.dataset.CIFAR10 method) (neural_compressor.data.datasets.dataset.MNIST method) (neural_compressor.experimental.data.datasets.dataset.CIFAR10 method) (neural_compressor.experimental.data.datasets.dataset.MNIST method) (neural_compressor.ux.components.model_zoo.downloader.Downloader method) download_config() (in module neural_compressor.ux.components.model_zoo.download_config) (neural_compressor.ux.components.model_zoo.downloader.Downloader method) download_file() (neural_compressor.ux.components.model_zoo.downloader.Downloader method) download_model() (in module neural_compressor.ux.components.model_zoo.download_model) (neural_compressor.ux.components.model_zoo.downloader.Downloader method) download_url() (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) download_yaml_config() (neural_compressor.ux.components.model_zoo.downloader.Downloader method) Downloader (class in neural_compressor.ux.components.model_zoo.downloader) dtype (neural_compressor.config.ExportConfig property) dtype_cast() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) 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() (neural_compressor.ux.utils.workload.config.Config method) dump_calibration() (neural_compressor.adaptor.ox_utils.calibration.ONNXRTAugment method) dump_data_to_local() (in module neural_compressor.utils.utility) dump_elapsed_time() (in module neural_compressor.utils.utility) dump_graph() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) dump_minmax() (neural_compressor.adaptor.ox_utils.calibration.ONNXRTAugment method) dump_search_results() (neural_compressor.experimental.nas.nas.NASBase method) dump_tensor() (neural_compressor.adaptor.ox_utils.calibration.ONNXRTAugment method) dump_token_to_file() (neural_compressor.ux.web.configuration.Configuration method) dynamic_axes (neural_compressor.config.ExportConfig property) DyNAS (class in neural_compressor.experimental.nas) (class in neural_compressor.experimental.nas.dynas)

E

Edge (class in neural_compressor.ux.components.graph.edge) edges (neural_compressor.ux.components.graph.graph.Graph property) edit_benchmark() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) edit_optimization() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) edit_profiling() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) edit_pruning_details() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) edit_tuning_details() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) eightbitize_single_input_tensor_node() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeNodeBase method) EmbedLayerNormalizationOperator (class in neural_compressor.adaptor.ox_utils.operators.embed_layernorm) empty (neural_compressor.strategy.bayesian.TargetSpace property) end() (neural_compressor.objective.Accuracy method) (neural_compressor.objective.Footprint method) (neural_compressor.objective.ModelSize method) (neural_compressor.objective.MultiObjective method) (neural_compressor.objective.Objective method) (neural_compressor.objective.Performance method) end_step (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.pruners.BasePruner attribute) engine (neural_compressor.ux.components.db_manager.db_manager.DBManager property) (neural_compressor.ux.components.db_manager.DBManager property) ensure_list() (in module neural_compressor.adaptor.mxnet_utils.util) ensure_supported_path() (neural_compressor.ux.components.model.model.Model method) ensure_tensor_name_has_port() (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) ensure_workdir_exists_and_writeable() (neural_compressor.ux.utils.environment.Environment static method) ensure_working_path_exists() (neural_compressor.ux.utils.templates.workdir.Workdir method) env module Environment (class in neural_compressor.ux.utils.environment) equal_dicts() (in module neural_compressor.utils.utility) error() (in module neural_compressor.utils) (in module neural_compressor.utils.logger) estimate() (neural_compressor.experimental.nas.basic_nas.BasicNAS method) (neural_compressor.experimental.nas.BasicNAS method) (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) (neural_compressor.experimental.nas.nas.NASBase method) estimate_accuracy_top1() (neural_compressor.experimental.nas.dynast.dynas_utils.OFARunner method) estimate_latency() (neural_compressor.experimental.nas.dynast.dynas_utils.OFARunner method) estimate_macs() (neural_compressor.experimental.nas.dynast.dynas_utils.OFARunner method) estimator_session() (in module neural_compressor.model.tensorflow_model) eval_dataloader (neural_compressor.experimental.Component property) (neural_compressor.experimental.component.Component property) (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) (neural_compressor.experimental.model_conversion.ModelConversion property) (neural_compressor.experimental.ModelConversion property) eval_frequency (neural_compressor.experimental.Distillation attribute) (neural_compressor.experimental.distillation.Distillation attribute) eval_func (neural_compressor.experimental.Component property) (neural_compressor.experimental.component.Component property) (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) (neural_compressor.experimental.model_conversion.ModelConversion property) (neural_compressor.experimental.ModelConversion property) (neural_compressor.experimental.scheduler.Scheduler property) eval_subnet() (neural_compressor.experimental.nas.dynast.dynas_utils.EvaluationInterface method) (neural_compressor.experimental.nas.dynast.dynas_utils.EvaluationInterfaceMobileNetV3 method) (neural_compressor.experimental.nas.dynast.dynas_utils.EvaluationInterfaceResNet50 method) (neural_compressor.experimental.nas.dynast.dynas_utils.EvaluationInterfaceTransformerLT method) 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) (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.mxnet.MxNetAdaptor method) (neural_compressor.adaptor.onnxrt.ONNXRUNTIMEAdaptor method) (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorch_IPEXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) (neural_compressor.objective.MultiObjective method)

Evaluation (class in neural_compressor.ux.utils.workload.evaluation) evaluation_distributed (neural_compressor.experimental.Distillation property) (neural_compressor.experimental.distillation.Distillation property) (neural_compressor.experimental.Pruning property) (neural_compressor.experimental.pruning.Pruning property) (neural_compressor.experimental.pruning_v2.Pruning property) evaluation_result (neural_compressor.strategy.strategy.TuneStrategy property) EvaluationInterface (class in neural_compressor.experimental.nas.dynast.dynas_utils) EvaluationInterfaceMobileNetV3 (class in neural_compressor.experimental.nas.dynast.dynas_utils) EvaluationInterfaceResNet50 (class in neural_compressor.experimental.nas.dynast.dynas_utils) EvaluationInterfaceTransformerLT (class in neural_compressor.experimental.nas.dynast.dynas_utils) 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) example_inputs (neural_compressor.config.ExportConfig property) ExamplesAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations) (class in neural_compressor.ux.components.db_manager.db_operations.examples_api_interface) execute() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) (neural_compressor.experimental.nas.basic_nas.BasicNAS method) (neural_compressor.experimental.nas.BasicNAS method) (neural_compressor.experimental.Pruning method) (neural_compressor.experimental.pruning.Pruning method) (neural_compressor.experimental.pruning_v2.Pruning method) (neural_compressor.experimental.Quantization method) (neural_compressor.experimental.quantization.Quantization method) (neural_compressor.ux.components.benchmark.benchmark.Benchmark method) (neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization.GraphOptimization method) (neural_compressor.ux.components.optimization.mixed_precision.mixed_precision.MixedPrecision method) (neural_compressor.ux.components.optimization.optimization.Optimization method) (neural_compressor.ux.components.optimization.pruning.pruning.Pruning method) (neural_compressor.ux.components.optimization.tune.tuning.Tuning method) (neural_compressor.ux.components.profiling.profiling.Profiling method) 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) expand_quantized_bins() (neural_compressor.utils.kl_divergence.KL_Divergence method) 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() (neural_compressor.model.base_model.BaseModel method) (neural_compressor.model.BaseModel method) (neural_compressor.model.onnx_model.ONNXModel method) (neural_compressor.model.torch_model.PyTorchModel method) (neural_compressor.training.CompressionManager method) export_to_bf16_onnx() (neural_compressor.model.torch_model.PyTorchModel method) export_to_csv() (in module neural_compressor.ux.utils.utils) export_to_fp32_onnx() (neural_compressor.model.torch_model.PyTorchModel method) export_to_int8_onnx() (neural_compressor.model.torch_model.PyTorchModel method) export_to_jit() (neural_compressor.model.torch_model.PyTorchModel method) 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_accuracy() (neural_compressor.ux.web.service.history_snapshot_parser.HistorySnapshotParser method) extract_features() (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerDecoder method) extract_performance() (neural_compressor.ux.web.service.history_snapshot_parser.HistorySnapshotParser method)

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) 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) (in module neural_compressor.utils.logger) fault_tolerant_file() (in module neural_compressor.utils.utility) feed() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) 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) (class in neural_compressor.data.filters) (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data) (class in neural_compressor.experimental.data.filters) (class in neural_compressor.experimental.data.filters.filter) (class in neural_compressor.ux.utils.workload.dataloader) filter_registry() (in module neural_compressor.data) (in module neural_compressor.data.filters) (in module neural_compressor.data.filters.filter) (in module neural_compressor.experimental.data) (in module neural_compressor.experimental.data.filters) (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) filtered_input_nodes (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel property) FILTERS (class in neural_compressor.data) (class in neural_compressor.data.filters) (class in neural_compressor.data.filters.filter) (class in neural_compressor.experimental.data) (class in neural_compressor.experimental.data.filters) (class in neural_compressor.experimental.data.filters.filter) find_best_model_archs() (neural_compressor.experimental.nas.nas.NASBase method) find_by_name() (in module neural_compressor.adaptor.ox_utils.util) find_node_by_name() (neural_compressor.model.onnx_model.ONNXModel method) find_nodes_by_initializer() (neural_compressor.model.onnx_model.ONNXModel method) find_pareto_front() (in module neural_compressor.experimental.nas.nas_utils) find_pattern_in_graph() (in module neural_compressor.ux.web.router) (neural_compressor.ux.components.graph.graph_reader.GraphReader method) fit() (in module neural_compressor.benchmark) (in module neural_compressor.mix_precision) (in module neural_compressor.quantization) fix_ref_type_of_graph_def() (in module neural_compressor.adaptor.tf_utils.util) float_representer() (in module neural_compressor.ux.utils.yaml_utils) FoldBatchNormNodesOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_batch_norm) Footprint (class in neural_compressor.objective)

forward() (neural_compressor.adaptor.torch_utils.bf16_convert.BF16ModuleWrapper method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.modules_supernetwork.MultiheadAttentionSuper method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerDecoder method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerDecoderLayer method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerEncoder method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerEncoderLayer method) (neural_compressor.model.torch_model.PyTorchBaseModel method) fp32_model (neural_compressor.model.torch_model.PyTorchBaseModel property) Framework (class in neural_compressor.ux.components.db_manager.db_models.framework) framework() (neural_compressor.model.base_model.BaseModel method) (neural_compressor.model.BaseModel method) (neural_compressor.model.keras_model.KerasModel method) (neural_compressor.model.mxnet_model.MXNetModel method) (neural_compressor.model.onnx_model.ONNXModel method) (neural_compressor.model.tensorflow_model.TensorflowBaseModel method) (neural_compressor.model.torch_model.PyTorchBaseModel method) framework_datasets (in module neural_compressor.data.datasets.dataset) (in module neural_compressor.experimental.data.datasets.dataset) framework_mappings (neural_compressor.ux.components.names_mapper.names_mapper.NamesMapper property) 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) from_config() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.fake_quantize.FakeQuantizeBase class method) (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase class method) from_exception() (neural_compressor.ux.web.service.response_generator.ResponseGenerator static method) from_pretrained() (neural_compressor.utils.load_huggingface.OptimizedModel class method) from_state() (neural_compressor.strategy.utils.OpTuningConfig class method) (neural_compressor.strategy.utils.tuning_structs.OpTuningConfig class method) 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) fuse() (in module neural_compressor.adaptor.mxnet_utils.util) fuse_fx_model() (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor method) 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) fused_node_mapping() (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) 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) gen_next_params() (neural_compressor.strategy.bayesian.BayesianOptimization method) gen_valid_sampling_log() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) GeneralTopK (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) generate() (neural_compressor.ux.components.config_generator.benchmark_config_generator.BenchmarkConfigGenerator method) (neural_compressor.ux.components.config_generator.config_generator.ConfigGenerator method) (neural_compressor.ux.components.config_generator.graph_optimization_config_generator.GraphOptimizationConfigGenerator method) (neural_compressor.ux.components.config_generator.mixed_precision_config_generator.MixedPrecisionConfigGenerator method) (neural_compressor.ux.components.config_generator.profiling_config_generator.ProfilingConfigGenerator method) (neural_compressor.ux.components.config_generator.pruning_config_generator.PruningConfigGenerator method) (neural_compressor.ux.components.config_generator.quantization_config_generator.QuantizationConfigGenerator method) generate_accuracy_config() (neural_compressor.ux.components.config_generator.benchmark_config_generator.BenchmarkConfigGenerator method) generate_activation_observer() (in module neural_compressor.adaptor.torch_utils.util) generate_config() (neural_compressor.ux.components.benchmark.benchmark.Benchmark method) (neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization.GraphOptimization method) (neural_compressor.ux.components.optimization.mixed_precision.mixed_precision.MixedPrecision method) (neural_compressor.ux.components.optimization.optimization.Optimization method) (neural_compressor.ux.components.optimization.pruning.pruning.Pruning method) (neural_compressor.ux.components.optimization.tune.tuning.Tuning method) (neural_compressor.ux.components.profiling.profiling.Profiling method) generate_csv() (neural_compressor.ux.web.service.profiling.ProfilingService class method) generate_custom_template() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) generate_dataloader_config() (neural_compressor.ux.components.config_generator.config_generator.ConfigGenerator method) generate_evaluation_config() (neural_compressor.ux.components.config_generator.benchmark_config_generator.BenchmarkConfigGenerator method) (neural_compressor.ux.components.config_generator.graph_optimization_config_generator.GraphOptimizationConfigGenerator method) (neural_compressor.ux.components.config_generator.mixed_precision_config_generator.MixedPrecisionConfigGenerator method) (neural_compressor.ux.components.config_generator.pruning_config_generator.PruningConfigGenerator method) (neural_compressor.ux.components.config_generator.quantization_config_generator.QuantizationConfigGenerator method) generate_feed_dict() (in module neural_compressor.adaptor.tf_utils.util) generate_forward_pre_hook() (neural_compressor.model.torch_model.PyTorchBaseModel method) generate_graph_optimization_config() (neural_compressor.ux.components.config_generator.graph_optimization_config_generator.GraphOptimizationConfigGenerator method) generate_hooks() (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) (neural_compressor.experimental.Pruning method) (neural_compressor.experimental.pruning.Pruning method) (neural_compressor.experimental.pruning_v2.Pruning method) generate_input_map() (neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base.GraphTransformBase method) generate_int32_bias_for_conv() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) generate_int32_bias_for_matmul() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) generate_internal_patterns() (neural_compressor.adaptor.tensorflow.TensorflowQuery method) generate_mixed_precision_config() (neural_compressor.ux.components.config_generator.mixed_precision_config_generator.MixedPrecisionConfigGenerator method) generate_model_config() (neural_compressor.ux.components.config_generator.config_generator.ConfigGenerator method) generate_optimization() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) generate_output_graph() (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value.FreezeValueTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value_without_calib.FreezeValueWithoutCalibTransformer method) generate_output_graph_ranges() (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value.FreezeValueTransformer method) (neural_compressor.adaptor.tf_utils.graph_rewriter.int8.freeze_value_without_calib.FreezeValueWithoutCalibTransformer method) generate_performance_config() (neural_compressor.ux.components.config_generator.benchmark_config_generator.BenchmarkConfigGenerator method) generate_prefix() (neural_compressor.experimental.Benchmark method) (neural_compressor.experimental.benchmark.Benchmark method) generate_pruners() (neural_compressor.experimental.Pruning method) (neural_compressor.experimental.pruning.Pruning method) generate_pruning_config() (neural_compressor.ux.components.config_generator.pruning_config_generator.PruningConfigGenerator method) generate_quantization_config() (neural_compressor.ux.components.config_generator.quantization_config_generator.QuantizationConfigGenerator method) generate_quantized_weight_node() (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) generate_template() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) generate_tree() (neural_compressor.ux.components.configuration_wizard.pruning_config_parser.PruningConfigParser method) generate_tuning_config() (neural_compressor.ux.components.config_generator.quantization_config_generator.QuantizationConfigGenerator method) GenerateGraphWithQDQPattern (class in neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.insert_qdq_pattern) get() (neural_compressor.ux.web.communication.MessageQueue method) get_acc_target() (neural_compressor.contrib.strategy.sigopt.SigOptTuneStrategy method) get_act_gap() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) get_act_traces() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) get_activation() (in module neural_compressor.experimental.common.torch_utils) get_algorithm() (in module neural_compressor.utils.create_obj_from_config) get_all_fp32_data() (in module neural_compressor.utils.utility) get_all_weight_names() (neural_compressor.model.tensorflow_model.TensorflowSavedModelModel method) (neural_compressor.model.torch_model.PyTorchBaseModel method) get_architecture() (in module neural_compressor.experimental.benchmark) get_available_models() (in module neural_compressor.ux.components.model_zoo.list_models) get_avg_traces() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) get_benchmark_details() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) get_bf16_patterns() (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_bias_add_nodes() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) get_bios_version() (in module neural_compressor.ux.utils.hw_info) get_block_size_dict() (neural_compressor.experimental.pytorch_pruner.patterns.Pattern method) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNxM method) (neural_compressor.pruner.patterns.BasePattern method) (neural_compressor.pruner.patterns.PatternNxM method) get_boundary_nodes() (in module neural_compressor.ux.components.configuration_wizard.get_boundary_nodes) get_bounded_threads() (in module neural_compressor.experimental.benchmark) get_children() (neural_compressor.model.onnx_model.ONNXModel method) get_code_template() (neural_compressor.ux.web.service.workload.WorkloadService class method) get_command_line_args() (neural_compressor.ux.web.configuration.Configuration method) get_config() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.fake_quantize.FakeQuantize method) (neural_compressor.adaptor.tf_utils.quantize_graph.qat.fake_quantize.FakeQuantizeBase method) (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase method) (neural_compressor.ux.web.service.workload.WorkloadService class method) 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.experimental.benchmark) get_criterion() (in module neural_compressor.pruner.criteria) get_dataloaders() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) get_dataset_details() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) 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_device() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) get_diagnosis() (neural_compressor.ux.components.diagnosis.factory.DiagnosisFactory static method) get_directory_entries() (in module neural_compressor.ux.components.file_browser.file_browser) get_distribution() (in module neural_compressor.ux.utils.hw_info) get_domain_flavour_id() (neural_compressor.ux.components.db_manager.db_models.domain_flavour.DomainFlavour static method) get_domain_id() (neural_compressor.ux.components.db_manager.db_models.domain.Domain static method) get_domains() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) get_eightbit_patterns() (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_ele_mask_per_threshold() (neural_compressor.pruner.patterns.PatternNInM method) 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_excluded_node_names() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize.PreOptimization method) get_fallback_order() (in module neural_compressor.adaptor.torch_utils.util) get_feedback() (neural_compressor.experimental.nas.search_algorithms.BayesianOptimizationSearcher method) (neural_compressor.experimental.nas.search_algorithms.Searcher method) 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_frame_info() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) 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) (neural_compressor.ux.components.model.repository.ModelRepository static method) get_framework_id() (neural_compressor.ux.components.db_manager.db_models.framework.Framework static method) 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) (neural_compressor.ux.components.model.model.Model static method) (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel static method) (neural_compressor.ux.components.model.pytorch.model.PyTorchScriptModel static method) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel static method) get_framework_transforms_config() (in module neural_compressor.ux.components.db_manager.utils) get_frameworks() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder static method) (neural_compressor.ux.components.model.repository.ModelRepository method) get_func_from_config() (in module neural_compressor.utils.create_obj_from_config) get_fuse_patterns() (neural_compressor.adaptor.mxnet.MXNetQuery method) (neural_compressor.adaptor.query.QueryBackendCapability method) (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_fused_mapping() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) get_gradient() (neural_compressor.model.torch_model.PyTorchBaseModel method) get_graph_def() (in module neural_compressor.adaptor.tf_utils.util) get_graph_input_output() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) get_graph_optimization() (neural_compressor.adaptor.onnxrt.ONNXRTQuery method) get_grappler_optimization_cfg() (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_height_width_from_size() (in module neural_compressor.ux.utils.utils) get_histogram_data() (neural_compressor.ux.components.diagnosis.diagnosis.Diagnosis method) get_incremental_state() (in module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.modules_supernetwork) get_initializer() (neural_compressor.model.onnx_model.ONNXModel method) get_input_nodes() (neural_compressor.ux.components.model.model.Model method) (neural_compressor.ux.components.model.tensorflow.keras.KerasModel method) (neural_compressor.ux.components.model.tensorflow.meta_graph.MetaGraphModel method) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel method) 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_inputs() (neural_compressor.model.torch_model.PyTorchBaseModel method) get_installed_frameworks() (in module neural_compressor.ux.components.model_zoo.list_models) get_intermediate_outputs() (neural_compressor.adaptor.ox_utils.calibration.ONNXRTAugment method) get_kernel_version() (in module neural_compressor.ux.utils.hw_info) get_label_shift_value() (neural_compressor.ux.utils.workload.evaluation.PostprocessSchema static method) get_least_ninm_mask_from_data() (neural_compressor.pruner.patterns.PatternNInM method) get_logger() (neural_compressor.utils.logger.Logger method) get_longest_fuse() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_bn.FuseNodeStartWithFusedBatchNormV3 method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_concatv2.FuseNodeStartWithConcatV2 method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_conv.FuseNodeStartWithConv2d method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_deconv.FuseNodeStartWithDeconv2d method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_in.FuseNodeStartWithFusedInstanceNorm method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_matmul.FuseNodeStartWithMatmul method) (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.fuse_qdq_pooling.FuseNodeStartWithPooling method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeNodeBase method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_bn.FuseNodeStartWithFusedBatchNormV3 method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_concatv2.FuseNodeStartWithConcatV2 method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_conv.FuseNodeStartWithConv2d method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_matmul.FuseNodeStartWithMatmul method) (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_pooling.FuseNodeStartWithPooling method) get_macs() (in module neural_compressor.experimental.nas.dynast.dynas_utils) get_mask_per_threshold() (neural_compressor.pruner.patterns.PatternNxM method) get_mask_single() (neural_compressor.experimental.pytorch_pruner.patterns.Pattern method) get_masks() (neural_compressor.experimental.pytorch_pruner.patterns.Pattern method) (neural_compressor.pruner.patterns.BasePattern method) get_masks_global() (neural_compressor.experimental.pytorch_pruner.patterns.Pattern method) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNInM method) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNxM method) (neural_compressor.pruner.patterns.BasePattern method) (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) get_masks_local() (neural_compressor.experimental.pytorch_pruner.patterns.Pattern method) (neural_compressor.pruner.patterns.BasePattern method) get_matched_nodes() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize.PreOptimization method) get_metrics() (in module neural_compressor.utils.create_obj_from_config) (neural_compressor.experimental.nas.dynast.dynas_predictor.Predictor method) (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) get_metrics_dict() (in module neural_compressor.ux.utils.utils) get_mixed_precision_combination() (neural_compressor.adaptor.mxnet.MXNetQuery method) (neural_compressor.adaptor.query.QueryBackendCapability method) (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_model() (neural_compressor.ux.components.model.repository.ModelRepository method) (neural_compressor.ux.web.service.model.ModelService class method) get_model_by_name() (neural_compressor.ux.components.db_manager.db_models.project.Project static method) get_model_details() (neural_compressor.ux.components.db_manager.db_operations.model_api_interface.ModelAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ModelAPIInterface static method) get_model_fwk_name() (in module neural_compressor.model.model) get_model_graph() (in module neural_compressor.ux.web.router) (neural_compressor.ux.components.model.model.Model method) (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel method) (neural_compressor.ux.components.model.tensorflow.meta_graph.MetaGraphModel method) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel method) 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_models() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) 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_next() (neural_compressor.adaptor.torch_utils.onnx.DataReader method) (neural_compressor.experimental.export.utils.DummyDataReader method) get_node() (neural_compressor.ux.components.graph.graph.Graph method)

get_node_by_name() (neural_compressor.ux.components.profiling.tensorflow_profiler.profiler.Profiler static method) get_node_mapping() (in module neural_compressor.experimental.export.torch2onnx) get_node_name_from_input() (neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base.GraphTransformBase method) get_nodes_chain() (neural_compressor.model.onnx_model.ONNXModel method) get_non_hidden_directory_entries() (in module neural_compressor.ux.components.file_browser.file_browser) get_non_quant_modules() (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) get_number_of_sockets() (in module neural_compressor.ux.utils.hw_info) (neural_compressor.utils.utility.CpuInfo method) get_objectives() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder static method) get_op_details() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) (neural_compressor.ux.components.diagnosis.diagnosis.Diagnosis method) get_op_list() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) (neural_compressor.ux.components.diagnosis.diagnosis.Diagnosis method) get_op_types() (neural_compressor.adaptor.keras.KerasQuery method) (neural_compressor.adaptor.mxnet.MXNetQuery method) (neural_compressor.adaptor.onnxrt.ONNXRTQuery method) (neural_compressor.adaptor.pytorch.PyTorchQuery method) (neural_compressor.adaptor.query.QueryBackendCapability method) (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_op_types_by_precision() (neural_compressor.adaptor.keras.KerasQuery method) (neural_compressor.adaptor.onnxrt.ONNXRTQuery method) (neural_compressor.adaptor.pytorch.PyTorchQuery method) (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_ops_recursively() (in module neural_compressor.adaptor.pytorch) get_optimization() (neural_compressor.ux.components.optimization.factory.OptimizationFactory static method) get_optimization_by_project_and_model() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) get_optimization_data() (neural_compressor.ux.components.db_manager.db_operations.examples_api_interface.ExamplesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ExamplesAPIInterface static method) get_optimization_details() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) get_optimization_type_by_id() (neural_compressor.ux.components.db_manager.db_models.optimization_type.OptimizationType static method) get_optimization_type_by_name() (neural_compressor.ux.components.db_manager.db_models.optimization_type.OptimizationType static method) get_optimization_type_for_precision() (neural_compressor.ux.components.db_manager.db_models.optimization_type.OptimizationType static method) get_optimization_type_id() (neural_compressor.ux.components.db_manager.db_models.optimization_type.OptimizationType static method) get_optimized_model() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize.PreOptimization method) get_optype_wise_ability() (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) get_output() (neural_compressor.ux.web.service.workload.WorkloadService class method) get_output_nodes() (neural_compressor.ux.components.model.model.Model method) (neural_compressor.ux.components.model.tensorflow.keras.KerasModel method) (neural_compressor.ux.components.model.tensorflow.meta_graph.MetaGraphModel method) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel method) get_output_op_names() (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) get_param_type() (neural_compressor.ux.components.configuration_wizard.configuration_parser.ConfigurationParser method) get_parameters() (neural_compressor.experimental.nas.dynast.dynas_predictor.Predictor method) get_params() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) (neural_compressor.data.transforms.transform.RandomResizedCropTFTransform method) (neural_compressor.data.transforms.transform.RandomResizedCropTransform method) (neural_compressor.experimental.data.transforms.transform.RandomResizedCropTFTransform method) (neural_compressor.experimental.data.transforms.transform.RandomResizedCropTransform method) get_parent() (neural_compressor.model.onnx_model.ONNXModel method) get_parents() (neural_compressor.model.onnx_model.ONNXModel method) get_parser() (neural_compressor.ux.utils.parser.BenchmarkParserFactory static method) get_pattern() (in module neural_compressor.experimental.pytorch_pruner.patterns) (in module neural_compressor.pruner.patterns) get_pattern_lock_masks() (neural_compressor.experimental.pytorch_pruner.patterns.Pattern method) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNInM method) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNxM method) (neural_compressor.pruner.patterns.BasePattern method) (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) get_performance_configs() (neural_compressor.ux.utils.workload.config.Config method) get_performance_cores_per_instance() (neural_compressor.ux.utils.workload.config.Config method) get_performance_num_of_instance() (neural_compressor.ux.utils.workload.config.Config method) get_physical_ids() (in module neural_compressor.experimental.benchmark) get_pinned_benchmarks() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) 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_postprocess_result() (neural_compressor.data.transforms.transform.TFSquadV1PostTransform method) (neural_compressor.experimental.data.transforms.transform.TFSquadV1PostTransform method) get_precision_by_id() (neural_compressor.ux.components.db_manager.db_models.precision.Precision static method) get_precision_by_name() (neural_compressor.ux.components.db_manager.db_models.precision.Precision static method) get_precision_id() (neural_compressor.ux.components.db_manager.db_models.precision.Precision static method) get_precisions() (neural_compressor.adaptor.keras.KerasQuery method) (neural_compressor.adaptor.mxnet.MXNetQuery method) (neural_compressor.adaptor.onnxrt.ONNXRTQuery method) (neural_compressor.adaptor.query.QueryBackendCapability method) (neural_compressor.adaptor.tensorflow.TensorflowQuery method) (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) get_predefined_config_path() (in module neural_compressor.ux.utils.utils) (neural_compressor.ux.components.config_generator.config_generator.ConfigGenerator method) get_predefined_configuration() (in module neural_compressor.ux.components.configuration_wizard.get_configuration) get_predefined_dataset() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) get_preprocess() (in module neural_compressor.utils.create_obj_from_config) get_profiler() (neural_compressor.ux.components.profiling.factory.ProfilerFactory static method) (neural_compressor.ux.components.profiling.tensorflow_profiler.factory.ProfilerFactory static method) get_profiling_details() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) get_project_details() (neural_compressor.ux.components.db_manager.db_operations.project_api_interface.ProjectAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProjectAPIInterface static method) get_pruner() (in module neural_compressor.experimental.pytorch_pruner.pruner) (in module neural_compressor.pruner.pruners) get_pruning_details() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) 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_quantization_approaches() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) get_quantization_capability() (neural_compressor.adaptor.keras.KerasQuery method) (neural_compressor.adaptor.mxnet.MXNetQuery method) (neural_compressor.adaptor.onnxrt.ONNXRTQuery method) (neural_compressor.adaptor.pytorch.PyTorchQuery method) (neural_compressor.adaptor.query.QueryBackendCapability method) (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_quantize_recipe() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config.QuantizeConfig method) get_quantized_nodes() (neural_compressor.adaptor.tf_utils.quantize_graph.qdq.optimize_qdq.OptimizeQDQGraph method) get_reduced_masks_from_data() (neural_compressor.pruner.patterns.BasePattern method) (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) get_reg() (in module neural_compressor.pruner.regs) get_reg_type() (in module neural_compressor.pruner.regs) get_requested_path() (in module neural_compressor.ux.components.file_browser.file_browser) get_results() (neural_compressor.ux.components.db_manager.db_models.profiling_result.ProfilingResult static method) get_scale_zero() (neural_compressor.model.onnx_model.ONNXModel method) get_scheduler() (in module neural_compressor.experimental.pytorch_pruner.scheduler) (in module neural_compressor.pruner.schedulers) 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_single_mask_per_target_ratio() (neural_compressor.pruner.patterns.BasePattern method) get_size() (in module neural_compressor.utils.utility) (in module neural_compressor.ux.utils.utils) get_sorted_graph() (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper method) get_sparsity_ratio() (neural_compressor.experimental.Pruning method) (neural_compressor.experimental.pruning.Pruning method) (neural_compressor.experimental.pruning_v2.Pruning method) (neural_compressor.experimental.pytorch_pruner.patterns.Pattern method) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNInM method) (neural_compressor.experimental.pytorch_pruner.patterns.PatternNxM method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.patterns.BasePattern method) (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) (neural_compressor.pruner.pruning.Pruning method) get_sparsity_ratio_each_layer() (neural_compressor.pruner.patterns.BasePattern method) get_sparsity_ratio_progressive() (neural_compressor.pruner.patterns.PatternNxM method) get_state() (neural_compressor.strategy.utils.OpTuningConfig method) (neural_compressor.strategy.utils.tuning_structs.OpTuningConfig method) get_status_code_for_exception() (neural_compressor.ux.web.service.response_generator.ResponseGenerator static method) get_status_update_function() (in module neural_compressor.ux.utils.status_updates) get_strategies() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder static method) get_string_value() (neural_compressor.ux.web.service.request_data_processor.RequestDataProcessor static method) get_subnet() (neural_compressor.experimental.nas.dynast.dynas_utils.OFARunner method) get_supported_frameworks() (neural_compressor.ux.components.model.repository.ModelRepository static method) get_system_info() (in module neural_compressor.ux.web.router) get_target() (neural_compressor.strategy.bayesian.TargetSpace method) get_target_nodes() (neural_compressor.ux.components.graph.graph.Graph method) 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_tensors_info() (neural_compressor.ux.components.diagnosis.diagnosis.Diagnosis method) (neural_compressor.ux.components.model.model.Model method) get_threads() (in module neural_compressor.experimental.benchmark) get_threads_per_core() (in module neural_compressor.experimental.benchmark) get_threshold() (neural_compressor.utils.kl_divergence.KL_Divergence method) 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_torchvision_model() (in module neural_compressor.experimental.nas.dynast.dynas_utils) get_transforms() (neural_compressor.ux.components.configuration_wizard.params_feeder.Feeder method) get_tuning_history() (in module neural_compressor.utils.utility) get_url() (neural_compressor.ux.web.configuration.Configuration method) get_version() (neural_compressor.adaptor.keras.KerasQuery method) (neural_compressor.adaptor.mxnet.MXNetQuery method) (neural_compressor.adaptor.onnxrt.ONNXRTQuery method) (neural_compressor.adaptor.query.QueryBackendCapability method) (neural_compressor.adaptor.tensorflow.TensorflowQuery method) get_vtHv_weight() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) get_weight() (neural_compressor.model.tensorflow_model.TensorflowSavedModelModel method) (neural_compressor.model.torch_model.PyTorchBaseModel method) get_weight_traces() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) get_yaml_url() (neural_compressor.ux.components.model_zoo.downloader.Downloader method) GetAgnosticMode() (neural_compressor.experimental.metric.coco_tools.COCOEvalWrapper method) (neural_compressor.metric.coco_tools.COCOEvalWrapper method) GetCategory() (neural_compressor.experimental.metric.coco_tools.COCOEvalWrapper method) (neural_compressor.metric.coco_tools.COCOEvalWrapper method) GetCategoryIdList() (neural_compressor.experimental.metric.coco_tools.COCOEvalWrapper method) (neural_compressor.metric.coco_tools.COCOEvalWrapper method) GithubInfo (class in neural_compressor.ux.utils.github_info) global_config_directory (neural_compressor.ux.web.configuration.Configuration property) GLOBAL_STATE (class in neural_compressor.utils.utility) global_step (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.pruners.BasePruner attribute) GlobalAveragePoolOperator (class in neural_compressor.adaptor.ox_utils.operators.gavgpool) GradientCriterion (class in neural_compressor.pruner.criteria) GradientSensitivityPruner (class in neural_compressor.pruner.pruner_legacy.gradient_sensitivity) Graph (class in neural_compressor.ux.components.graph.graph) graph (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer property) (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) graph() (neural_compressor.model.onnx_model.ONNXModel method) graph_def (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) (neural_compressor.model.tensorflow_model.TensorflowCheckpointModel property) graph_def_session() (in module neural_compressor.model.tensorflow_model) graph_info (neural_compressor.model.base_model.BaseModel property) (neural_compressor.model.BaseModel property) (neural_compressor.model.keras_model.KerasModel property) (neural_compressor.model.onnx_model.ONNXModel property) (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) (neural_compressor.model.torch_model.PyTorchModel property) Graph_Optimization (class in neural_compressor.experimental) (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) 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.pruner.regs) GroupLassoPruner (class in neural_compressor.pruner.pruner_legacy.group_lasso) GroupNode (class in neural_compressor.ux.components.graph.node) guard_requirements_installed() (neural_compressor.ux.components.model.model.Model method) (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel method) (neural_compressor.ux.components.model.pytorch.model.PyTorchScriptModel method) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel method)

H

handle() (neural_compressor.ux.web.router.Router method) handle_api_call() (in module neural_compressor.ux.web.server) has_positive_input() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize.PreOptimization method) (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) 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) higher_is_better (neural_compressor.config.AccuracyCriterion property) highlight_pattern() (neural_compressor.ux.components.graph.graph.Graph method)

histogram() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) history_file_modification_time() (neural_compressor.ux.components.optimization.tuning_history.Watcher method) HistorySnapshotParser (class in neural_compressor.ux.web.service.history_snapshot_parser) hook_fn_act() (neural_compressor.adaptor.torch_utils.hawq_metric.Node_collector method) hvd (neural_compressor.experimental.metric.BaseMetric property) (neural_compressor.experimental.metric.metric.BaseMetric property) (neural_compressor.metric.BaseMetric property) (neural_compressor.metric.metric.BaseMetric property) 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) import_csv() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) (neural_compressor.experimental.nas.dynast.dynas_manager.TransformerLTEncoding method) IndexFetcher (class in neural_compressor.data.dataloaders.fetcher) (class in neural_compressor.experimental.data.dataloaders.fetcher) indices2params_vec() (neural_compressor.experimental.nas.search_algorithms.BayesianOptimizationSearcher method) info (neural_compressor.ux.utils.proc.Proc property) info() (in module neural_compressor.utils) (in module neural_compressor.utils.logger) info_path (neural_compressor.ux.utils.proc.Proc property) init_by_cfg() (neural_compressor.experimental.nas.basic_nas.BasicNAS method) (neural_compressor.experimental.nas.BasicNAS method) init_cfg() (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) init_feature_matcher() (neural_compressor.experimental.common.criterion.IntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchIntermediateLayersKnowledgeDistillationLoss method) init_for_search() (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) init_loss_funcs() (neural_compressor.experimental.common.criterion.IntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchIntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchSelfKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.SelfKnowledgeDistillationLoss method) init_quantize_config() (in module neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_helper) init_search_cfg() (neural_compressor.experimental.nas.nas.NASBase method) init_train_cfg() (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) initial_best_acc() (neural_compressor.strategy.strategy.TuneStrategy method) initial_tuning_cfg() (neural_compressor.strategy.strategy.TuneStrategy method) initialize() (neural_compressor.ux.utils.hw_info.HWInfo method) (neural_compressor.ux.utils.workload.config.Config method) 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_database() (neural_compressor.ux.components.db_manager.db_manager.DBManager method) (neural_compressor.ux.components.db_manager.DBManager method) initialize_graph() (neural_compressor.ux.components.profiling.tensorflow_profiler.profiler.Profiler method) 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) initialize_pruners() (neural_compressor.ux.utils.workload.pruning.WeightCompressionApproach static method) initializer() (neural_compressor.model.onnx_model.ONNXModel method) InjectDummyBiasAddOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.dummy_biasadd) input (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) input() (neural_compressor.model.onnx_model.ONNXModel method) input2tuple() (in module neural_compressor.adaptor.torch_utils.util) input_name_to_nodes (neural_compressor.model.onnx_model.ONNXModel property) input_names (neural_compressor.config.ExportConfig property) input_node_names (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) input_shape (neural_compressor.ux.components.model.model.Model property) (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel property) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel property) input_tensor (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) input_tensor_names (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) 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) inputs (neural_compressor.config.BenchmarkConfig property) (neural_compressor.ux.utils.workload.model.Model property) insert_data() (neural_compressor.ux.utils.templates.metric.Metric method) insert_qdq() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) 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) inspect_activation() (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) inspect_tensor() (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.mxnet.MxNetAdaptor method) (neural_compressor.adaptor.onnxrt.ONNXRUNTIMEAdaptor method) (neural_compressor.adaptor.pytorch.PyTorch_IPEXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) inspect_weight_and_bias() (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) int8_node_name_reverse() (in module neural_compressor.adaptor.tf_utils.util) inter_num_of_threads (neural_compressor.config.BenchmarkConfig property) IntermediateLayersKnowledgeDistillationLoss (class in neural_compressor.experimental.common.criterion) (class in neural_compressor.ux.utils.workload.pruning) IntermediateLayersKnowledgeDistillationLossConfig (class in neural_compressor.config) InternalException intra_num_of_threads (neural_compressor.config.BenchmarkConfig property) invalid_layers (neural_compressor.pruner.patterns.BasePattern attribute) IPEXModel (class in neural_compressor.model.torch_model) ir_version() (neural_compressor.model.onnx_model.ONNXModel method) 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_dummy() (neural_compressor.ux.utils.workload.dataloader.Dataset method) is_empty() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config.QuantizeConfig method) is_expired() (neural_compressor.ux.utils.expiring_dict.ExpiringDictItem method) is_fused_child() (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) is_fused_module() (in module neural_compressor.adaptor.torch_utils.util) (neural_compressor.adaptor.pytorch.TemplateAdaptor method) (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) is_fused_op() (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) is_global (neural_compressor.experimental.pytorch_pruner.patterns.Pattern attribute) (neural_compressor.pruner.patterns.BasePattern attribute) is_hidden() (in module neural_compressor.ux.utils.utils) is_last_fused_child() (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) is_model_or_directory_entry() (in module neural_compressor.ux.components.file_browser.file_browser) is_model_path() (neural_compressor.ux.components.model.repository.ModelRepository static method) is_model_quantized() (in module neural_compressor.adaptor.mxnet_utils.util) is_multi_commands() (neural_compressor.ux.utils.executor.Executor static method) is_ok (neural_compressor.ux.utils.proc.Proc property) (neural_compressor.ux.utils.processes.NCProcesses property) is_port_taken() (neural_compressor.ux.web.configuration.Configuration method) is_saved_model_format() (in module neural_compressor.adaptor.tf_utils.util) is_turbo_boost_enabled() (in module neural_compressor.ux.utils.hw_info) is_valid_quantize_weight() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) isiterable() (in module neural_compressor.adaptor.mxnet_utils.util) iter_op (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) IterableDataset (class in neural_compressor.data) (class in neural_compressor.data.datasets) (class in neural_compressor.data.datasets.dataset) (class in neural_compressor.experimental.data) (class in neural_compressor.experimental.data.datasets) (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) iteration (neural_compressor.config.BenchmarkConfig property) IterativeScheduler (class in neural_compressor.experimental.pytorch_pruner.scheduler) (class in neural_compressor.pruner.schedulers) 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.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)

KerasQuery (class in neural_compressor.adaptor.keras) keys (neural_compressor.strategy.bayesian.TargetSpace property) KL_Divergence (class in neural_compressor.utils.kl_divergence) KnowledgeDistillationFramework (class in neural_compressor.experimental.common.criterion) KnowledgeDistillationLoss (class in neural_compressor.experimental.common.criterion) KnowledgeDistillationLossConfig (class in neural_compressor.config) KnowledgeDistillationLossCriterion (class in neural_compressor.ux.utils.workload.pruning) KullbackLeiblerDivergence() (neural_compressor.experimental.common.criterion.PyTorchKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchSelfKnowledgeDistillationLoss method)

L

L2Divergence() (neural_compressor.experimental.common.criterion.PyTorchSelfKnowledgeDistillationLoss method) 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), [1] (neural_compressor.metric.bleu.BLEU attribute) LabelShift (class in neural_compressor.data.transforms.imagenet_transform) (class in neural_compressor.experimental.data.transforms.imagenet_transform) large_size (neural_compressor.model.onnx_model.ONNXModel property) latency (neural_compressor.ux.utils.templates.metric.Metric property) LayerHistogramCollector (class in neural_compressor.utils) (class in neural_compressor.utils.collect_layer_histogram) LazyImport (class in neural_compressor.utils.utility) list() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.dataloader.Dataloader static method) (neural_compressor.ux.components.db_manager.db_models.dataset.Dataset static method) (neural_compressor.ux.components.db_manager.db_models.domain.Domain static method) (neural_compressor.ux.components.db_manager.db_models.domain_flavour.DomainFlavour static method) (neural_compressor.ux.components.db_manager.db_models.metric.Metric static method) (neural_compressor.ux.components.db_manager.db_models.model.Model static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.optimization_type.OptimizationType static method) (neural_compressor.ux.components.db_manager.db_models.precision.Precision static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) (neural_compressor.ux.components.db_manager.db_models.transform.Transform static method) list_benchmarks() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) list_by_domain() (neural_compressor.ux.components.db_manager.db_models.transform.Transform static method) list_by_framework() (neural_compressor.ux.components.db_manager.db_models.dataloader.Dataloader static method) (neural_compressor.ux.components.db_manager.db_models.metric.Metric static method) (neural_compressor.ux.components.db_manager.db_models.transform.Transform static method) list_dataloaders() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_dataloaders_by_framework() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_datasets() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) list_domain_flavours() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_domains() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_for_precision() (neural_compressor.ux.components.db_manager.db_models.optimization_type.OptimizationType static method) list_metrics() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_metrics_by_framework() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_models() (in module neural_compressor.ux.components.model_zoo.list_models) (neural_compressor.ux.components.db_manager.db_operations.model_api_interface.ModelAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ModelAPIInterface static method) list_optimization_types() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_optimization_types_for_precision() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method)

list_optimizations() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) list_precisions() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_profilings() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) list_projects() (neural_compressor.ux.components.db_manager.db_models.project.Project static method) (neural_compressor.ux.components.db_manager.db_operations.project_api_interface.ProjectAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProjectAPIInterface static method) list_transforms() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_transforms_by_domain() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) list_transforms_by_framework() (neural_compressor.ux.components.db_manager.db_operations.dictionaries_api_interface.DictionariesAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DictionariesAPIInterface static method) load() (in module neural_compressor.utils.pytorch) (neural_compressor.experimental.nas.dynast.dynas_predictor.Predictor method) (neural_compressor.ux.utils.workload.config.Config method) 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_meta() (neural_compressor.data.datasets.dataset.CIFAR10 method) (neural_compressor.experimental.data.datasets.dataset.CIFAR10 method) 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) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) load_quantization_config() (neural_compressor.ux.components.diagnosis.diagnosis.Diagnosis method) load_quantized_state_dict() (neural_compressor.model.torch_model.PyTorchModel method) load_saved_model() (in module neural_compressor.model.tensorflow_model) load_search_results() (neural_compressor.experimental.nas.nas.NASBase method) 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) LoadAnnotations() (neural_compressor.experimental.metric.coco_tools.COCOWrapper method) (neural_compressor.metric.coco_tools.COCOWrapper method) log() (in module neural_compressor.utils) (in module neural_compressor.utils.logger) log_name (neural_compressor.ux.utils.executor.Executor property) Logger (class in neural_compressor.utils.logger) Loss (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) loss_cal() (neural_compressor.experimental.common.criterion.IntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.KnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchIntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchSelfKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.SelfKnowledgeDistillationLoss method) loss_cal_sloss() (neural_compressor.experimental.common.criterion.IntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.KnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchIntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.SelfKnowledgeDistillationLoss method) losses (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase property) LSTMOperator (class in neural_compressor.adaptor.ox_utils.operators.lstm)

M

M (neural_compressor.experimental.pytorch_pruner.patterns.PatternNInM attribute) (neural_compressor.pruner.patterns.PatternNInM attribute) MAE (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) MagnitudeCriterion (class in neural_compressor.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_quant_node() (in module neural_compressor.adaptor.ox_utils.util) make_symbol_block() (in module neural_compressor.adaptor.mxnet_utils.util) map_name() (neural_compressor.ux.components.names_mapper.names_mapper.NamesMapper method) MappingDirection (class in neural_compressor.ux.components.names_mapper.names_mapper) mask_weights() (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) mask_weights_general() (neural_compressor.pruner.pruners.BasePruner method) masks (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.pruners.BasePruner attribute) MatMulOperator (class in neural_compressor.adaptor.ox_utils.operators.matmul) max (neural_compressor.strategy.bayesian.BayesianOptimization property) max() (neural_compressor.strategy.bayesian.TargetSpace method) max_positions() (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerDecoder method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerEncoder method) max_sparsity_ratio_per_layer (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) max_sparsity_ratio_per_op (neural_compressor.pruner.patterns.BasePattern attribute) (neural_compressor.pruner.pruners.BasePruner attribute) max_trials (neural_compressor.config.TuningCriterion property) MaxPoolOperator (class in neural_compressor.adaptor.ox_utils.operators.maxpool) measure_latency() (in module neural_compressor.experimental.nas.dynast.dynas_utils) (neural_compressor.experimental.nas.dynast.dynas_utils.OFARunner method) (neural_compressor.experimental.nas.dynast.dynas_utils.TorchVisionReference method) (neural_compressor.experimental.nas.dynast.dynas_utils.TransformerLTRunner method) merge_dedicated_qdq_pair() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) 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) (class in neural_compressor.experimental.common.metric) (class in neural_compressor.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 (neural_compressor.experimental.Benchmark property) (neural_compressor.experimental.benchmark.Benchmark property) (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) (neural_compressor.experimental.metric.BaseMetric property) (neural_compressor.experimental.metric.metric.BaseMetric property) (neural_compressor.experimental.model_conversion.ModelConversion property) (neural_compressor.experimental.ModelConversion property) (neural_compressor.experimental.Quantization property) (neural_compressor.experimental.quantization.Quantization property) (neural_compressor.metric.BaseMetric property) (neural_compressor.metric.metric.BaseMetric property) metric() (neural_compressor.Benchmark method) (neural_compressor.benchmark.Benchmark method) 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) (in module neural_compressor.experimental.metric.metric) (in module neural_compressor.metric) (in module neural_compressor.metric.metric) METRICS (class in neural_compressor.experimental.metric) (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.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.experimental.metric.METRICS 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) (neural_compressor.metric.METRICS attribute) metrics_conversion() (neural_compressor.experimental.nas.nas.NASBase method) migrate_database() (neural_compressor.ux.utils.environment.Environment static method) min_max_dict (neural_compressor.adaptor.mxnet_utils.util.CalibData property) min_sparsity_ratio_per_op (neural_compressor.pruner.patterns.BasePattern attribute) mIOU (class in neural_compressor.experimental.metric.metric) (class in neural_compressor.metric.metric) MixedPrecision (class in neural_compressor.experimental) (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) (class in neural_compressor.experimental.common.model) (class in neural_compressor.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.Benchmark property) (neural_compressor.experimental.benchmark.Benchmark property) (neural_compressor.experimental.Component property) (neural_compressor.experimental.component.Component property) (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) (neural_compressor.experimental.model_conversion.ModelConversion property) (neural_compressor.experimental.ModelConversion property) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) (neural_compressor.experimental.Quantization property) (neural_compressor.experimental.quantization.Quantization property) (neural_compressor.experimental.scheduler.Scheduler property) (neural_compressor.model.base_model.BaseModel property) (neural_compressor.model.BaseModel property) (neural_compressor.model.keras_model.KerasModel property) (neural_compressor.model.mxnet_model.MXNetModel property) (neural_compressor.model.onnx_model.ONNXModel property) (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) (neural_compressor.model.tensorflow_model.TensorflowQATModel property) (neural_compressor.model.tensorflow_model.TensorflowSavedModelModel property) (neural_compressor.model.torch_model.PyTorchBaseModel property) (neural_compressor.objective.Objective property) (neural_compressor.pruner.pruning.Pruning attribute) (neural_compressor.pruner.pruning.Pruning property) (neural_compressor.ux.components.diagnosis.onnx_diagnosis.onnxrt_diagnosis.OnnxRtDiagnosis property) (neural_compressor.ux.components.diagnosis.tensorflow_diagnosis.tensorflow_diagnosis.TensorflowDiagnosis property) model_builder (neural_compressor.experimental.nas.nas.NASBase property) model_path (neural_compressor.model.onnx_model.ONNXModel property) model_type (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) model_wise_params() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) ModelAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) ModelAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations) (class in neural_compressor.ux.components.db_manager.db_operations.model_api_interface) ModelConversion (class in neural_compressor.experimental) (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) 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.quantizer 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.generic.update_enter 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.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.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.onnx 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.weight_correction neural_compressor.benchmark 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.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.torch2onnx neural_compressor.experimental.export.utils neural_compressor.experimental.graph_optimization neural_compressor.experimental.metric neural_compressor.experimental.metric.bleu, [1] 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.dynast neural_compressor.experimental.nas.dynast.dynas_manager neural_compressor.experimental.nas.dynast.dynas_predictor neural_compressor.experimental.nas.dynast.dynas_search neural_compressor.experimental.nas.dynast.dynas_utils neural_compressor.experimental.nas.dynast.supernetwork neural_compressor.experimental.nas.dynast.supernetwork.machine_translation neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.modules_supernetwork neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_interface neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork neural_compressor.experimental.nas.nas neural_compressor.experimental.nas.nas_utils neural_compressor.experimental.nas.search_algorithms 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.pruner neural_compressor.pruner.criteria neural_compressor.pruner.logger neural_compressor.pruner.patterns neural_compressor.pruner.pruner_legacy neural_compressor.pruner.pruner_legacy.gradient_sensitivity neural_compressor.pruner.pruner_legacy.group_lasso neural_compressor.pruner.pruner_legacy.magnitude neural_compressor.pruner.pruner_legacy.pattern_lock neural_compressor.pruner.pruner_legacy.pruner neural_compressor.pruner.pruners neural_compressor.pruner.pruning neural_compressor.pruner.regs neural_compressor.pruner.schedulers neural_compressor.pruner.utils neural_compressor.quantization neural_compressor.strategy 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.tuning_sampler neural_compressor.strategy.utils.tuning_space neural_compressor.strategy.utils.tuning_structs 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

modules (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.patterns.BasePattern attribute) (neural_compressor.pruner.pruners.BasePruner 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_impact_lst() (neural_compressor.strategy.mse.MSETuneStrategy method) mse_metric_gap() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) (neural_compressor.ux.components.diagnosis.diagnosis.Diagnosis static method) MSE_V2TuneStrategy (class in neural_compressor.strategy.mse_v2) MSETuneStrategy (class in neural_compressor.strategy.mse) MultiheadAttentionSuper (class in neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.modules_supernetwork) 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) MXNetQuery (class in neural_compressor.adaptor.mxnet) 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.experimental.pytorch_pruner.patterns.PatternNInM attribute) (neural_compressor.pruner.patterns.PatternNInM attribute) name (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) (neural_compressor.ux.utils.workload.evaluation.Metric property) 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) (class in neural_compressor.experimental.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) nc_model_instance (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel property) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel property) 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.quantizer 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.generic.update_enter 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.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.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.onnx 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.weight_correction module neural_compressor.benchmark 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.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.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, [1] 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.dynast module neural_compressor.experimental.nas.dynast.dynas_manager module neural_compressor.experimental.nas.dynast.dynas_predictor module neural_compressor.experimental.nas.dynast.dynas_search module neural_compressor.experimental.nas.dynast.dynas_utils module neural_compressor.experimental.nas.dynast.supernetwork module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.modules_supernetwork module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_interface module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork module neural_compressor.experimental.nas.nas module neural_compressor.experimental.nas.nas_utils module neural_compressor.experimental.nas.search_algorithms 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.pruner module neural_compressor.pruner.criteria module neural_compressor.pruner.logger module neural_compressor.pruner.patterns module neural_compressor.pruner.pruner_legacy module neural_compressor.pruner.pruner_legacy.gradient_sensitivity module neural_compressor.pruner.pruner_legacy.group_lasso module neural_compressor.pruner.pruner_legacy.magnitude module neural_compressor.pruner.pruner_legacy.pattern_lock module neural_compressor.pruner.pruner_legacy.pruner module neural_compressor.pruner.pruners module neural_compressor.pruner.pruning module neural_compressor.pruner.regs module neural_compressor.pruner.schedulers module neural_compressor.pruner.utils module neural_compressor.quantization module neural_compressor.strategy 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.tuning_sampler module neural_compressor.strategy.utils.tuning_space module neural_compressor.strategy.utils.tuning_structs 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 next_tune_cfg() (neural_compressor.contrib.strategy.sigopt.SigOptTuneStrategy method) (neural_compressor.strategy.auto_mixed_precision.AutoMixedPrecisionTuneStrategy method) (neural_compressor.strategy.basic.BasicTuneStrategy method) (neural_compressor.strategy.bayesian.BayesianTuneStrategy method) (neural_compressor.strategy.conservative.ConservativeTuneStrategy method) (neural_compressor.strategy.exhaustive.ExhaustiveTuneStrategy method) (neural_compressor.strategy.hawq_v2.HAWQ_V2TuneStrategy method) (neural_compressor.strategy.mse.MSETuneStrategy method) (neural_compressor.strategy.mse_v2.MSE_V2TuneStrategy method) (neural_compressor.strategy.random.RandomTuneStrategy method) (neural_compressor.strategy.strategy.TuneStrategy method) 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) (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) (neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base.GraphTransformBase method) nodes (neural_compressor.ux.components.graph.graph.Graph property) nodes() (neural_compressor.model.onnx_model.ONNXModel method) non_trainable_weights (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase property) 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_of_instance (neural_compressor.config.BenchmarkConfig property) 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

object_evaluation() (neural_compressor.contrib.strategy.tpe.TpeTuneStrategy method) Objective (class in neural_compressor.objective) objective (neural_compressor.config.TuningCriterion property) (neural_compressor.experimental.Quantization property) (neural_compressor.experimental.quantization.Quantization property) (neural_compressor.ux.utils.workload.tuning.MultiObjectives property) objective_custom_registry() (in module neural_compressor.objective) objective_registry() (in module neural_compressor.objective) OFARunner (class in neural_compressor.experimental.nas.dynast.dynas_utils) on_after_compute_loss() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) (neural_compressor.training.CompressionManager.CallBacks method) on_after_eval() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruning.Pruning method) on_after_optimizer_step() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pytorch_pruner.pruner.PatternLockPruner method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruner.SnipMomentumPruner method) (neural_compressor.experimental.pytorch_pruner.pruner.SnipPruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.criteria.PruningCriterion method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruners.BasicPruner method) (neural_compressor.pruner.pruners.PatternLockPruner method) (neural_compressor.pruner.pruners.ProgressivePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.pruner.regs.BaseReg method) (neural_compressor.pruner.regs.GroupLasso method) (neural_compressor.training.CompressionManager.CallBacks method) on_batch_begin() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) on_batch_end() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) on_before_eval() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruning.Pruning method) on_before_optimizer_step() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.criteria.GradientCriterion method) (neural_compressor.pruner.criteria.PruningCriterion method) (neural_compressor.pruner.criteria.SnipCriterion method) (neural_compressor.pruner.criteria.SnipMomentumCriterion method) (neural_compressor.pruner.pruner_legacy.group_lasso.GroupLassoPruner method) (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruners.BasicPruner method) (neural_compressor.pruner.pruners.ProgressivePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.pruner.regs.BaseReg method) (neural_compressor.pruner.regs.GroupLasso method) (neural_compressor.training.CompressionManager.CallBacks method) on_epoch_begin() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) (neural_compressor.pruner.pruner_legacy.magnitude.BasicMagnitudePruner method) (neural_compressor.pruner.pruner_legacy.pattern_lock.PatternLockPruner method) (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.training.CompressionManager.CallBacks method) on_epoch_end() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) (neural_compressor.pruner.pruner_legacy.magnitude.BasicMagnitudePruner method) (neural_compressor.pruner.pruner_legacy.pattern_lock.PatternLockPruner method) (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.training.CompressionManager.CallBacks method) on_post_forward() (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) on_post_grad() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) on_step_begin() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) (neural_compressor.experimental.pytorch_pruner.pruner.PatternLockPruner method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.criteria.MagnitudeCriterion method) (neural_compressor.pruner.criteria.PruningCriterion method) (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) (neural_compressor.pruner.pruner_legacy.magnitude.BasicMagnitudePruner method) (neural_compressor.pruner.pruner_legacy.pattern_lock.PatternLockPruner method) (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruners.ProgressivePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.training.CompressionManager.CallBacks method) on_step_end() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) (neural_compressor.pruner.pruner_legacy.magnitude.BasicMagnitudePruner method) (neural_compressor.pruner.pruner_legacy.pattern_lock.PatternLockPruner method) (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.training.CompressionManager.CallBacks method) on_train_begin() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.training.CompressionManager.CallBacks method)

on_train_end() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruning.Pruning method) (neural_compressor.training.CompressionManager.CallBacks method) onehot_generic() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) OneshotScheduler (class in neural_compressor.experimental.pytorch_pruner.scheduler) (class in neural_compressor.pruner.schedulers) ONNX2Numpy_dtype() (in module neural_compressor.experimental.export.utils) onnx_qlinear_to_qdq() (in module neural_compressor.experimental.export) (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) ONNXModel (class in neural_compressor.model.onnx_model) 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) ONNXRTQuery (class in neural_compressor.adaptor.onnxrt) 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) opset_import() (neural_compressor.model.onnx_model.ONNXModel method) opset_version (neural_compressor.config.ExportConfig property) Optimization (class in neural_compressor.ux.components.db_manager.db_models.optimization) (class in neural_compressor.ux.components.optimization.optimization) optimization_script (neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization.GraphOptimization property) (neural_compressor.ux.components.optimization.mixed_precision.mixed_precision.MixedPrecision property) (neural_compressor.ux.components.optimization.optimization.Optimization property) (neural_compressor.ux.components.optimization.pruning.pruning.Pruning property) (neural_compressor.ux.components.optimization.tune.tuning.Tuning property) optimization_time (neural_compressor.ux.utils.templates.metric.Metric property) OptimizationAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) OptimizationAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations) (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 (neural_compressor.config.DistillationConfig property) (neural_compressor.DistillationConfig property) (neural_compressor.experimental.Distillation property) (neural_compressor.experimental.distillation.Distillation property) 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) (class in neural_compressor.strategy.utils.tuning_structs) OpType (class in neural_compressor.adaptor.mxnet_utils.util) OpWeights (class in neural_compressor.ux.components.diagnosis.op_details) origin_model (neural_compressor.algorithm.algorithm.AlgorithmScheduler property) (neural_compressor.algorithm.AlgorithmScheduler property) output (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) (neural_compressor.ux.utils.proc.Proc property) output() (neural_compressor.model.onnx_model.ONNXModel method) output_layer() (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerDecoder method) output_model_dir (neural_compressor.ux.components.optimization.optimization.Optimization property) output_model_name (neural_compressor.ux.components.optimization.optimization.Optimization property) output_name_to_node (neural_compressor.model.onnx_model.ONNXModel property) output_names (neural_compressor.config.ExportConfig property) output_node_names (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) output_path (neural_compressor.ux.utils.proc.Proc property) output_tensor (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) output_tensor_names (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) outputs (neural_compressor.config.BenchmarkConfig property) (neural_compressor.ux.utils.workload.model.Model property)

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) param (neural_compressor.ux.utils.workload.evaluation.Metric property) ParameterManager (class in neural_compressor.experimental.nas.dynast.dynas_manager) parameters (neural_compressor.ux.components.optimization.graph_optimizer.graph_optimization.GraphOptimization property) (neural_compressor.ux.components.optimization.mixed_precision.mixed_precision.MixedPrecision property) (neural_compressor.ux.components.optimization.optimization.Optimization property) (neural_compressor.ux.components.optimization.pruning.pruning.Pruning property) (neural_compressor.ux.components.optimization.tune.tuning.Tuning property) params (neural_compressor.strategy.bayesian.TargetSpace property) params_to_array() (neural_compressor.strategy.bayesian.TargetSpace method) params_to_tune_configs() (neural_compressor.contrib.strategy.sigopt.SigOptTuneStrategy method) params_vec2params_dict() (neural_compressor.experimental.nas.nas.NASBase method) (neural_compressor.experimental.nas.search_algorithms.Searcher method) parse() (neural_compressor.ux.components.configuration_wizard.configuration_parser.ConfigurationParser method) (neural_compressor.ux.components.configuration_wizard.pruning_config_parser.PruningConfigParser method) 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_benchmark_data() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) parse_benchmark_edit_data() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) parse_bool_value() (in module neural_compressor.ux.utils.utils) parse_dataloader() (neural_compressor.ux.components.configuration_wizard.configuration_parser.ConfigurationParser method) parse_dataset_data() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) 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_entry() (neural_compressor.ux.components.configuration_wizard.pruning_config_parser.PruningConfigParser method) parse_evaluation_data() (neural_compressor.ux.components.configuration_wizard.configuration_parser.ConfigurationParser method) parse_graph() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) parse_history_item() (neural_compressor.ux.web.service.history_snapshot_parser.HistorySnapshotParser method) parse_history_snapshot() (neural_compressor.ux.web.service.history_snapshot_parser.HistorySnapshotParser method) parse_input_pb() (neural_compressor.adaptor.tf_utils.transform_graph.graph_transform_base.GraphTransformBase method) 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_metric() (neural_compressor.ux.components.configuration_wizard.configuration_parser.ConfigurationParser method) parse_model_data() (neural_compressor.ux.components.db_manager.db_operations.model_api_interface.ModelAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ModelAPIInterface static method) parse_model_data_to_bench_names() (in module neural_compressor.ux.components.optimization.execute_optimization) parse_model_wise_config() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) parse_multidim_list() (in module neural_compressor.ux.components.configuration_wizard.configuration_parser) parse_nodes() (neural_compressor.ux.components.db_manager.params_interfaces.ModelAddParamsInterface static method) parse_not_to_prune() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) parse_op_wise_config() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) parse_optimization_data() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) parse_optimization_edit_data() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) parse_profiling_data() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) parse_profiling_edit_data() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) parse_profiling_result_data() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) parse_to_float_list() (in module neural_compressor.ux.utils.utils) parse_to_prune() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) (in module neural_compressor.pruner.utils) parse_to_string_list() (in module neural_compressor.ux.utils.utils) parse_transforms() (neural_compressor.ux.components.configuration_wizard.configuration_parser.ConfigurationParser method) parse_tune_config() (in module neural_compressor.adaptor.mxnet_utils.util) parse_tuning_history() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) parse_valid_pruner_types() (in module neural_compressor.pruner.pruners) parse_value() (neural_compressor.ux.components.configuration_wizard.configuration_parser.ConfigurationParser static method) parse_version() (in module neural_compressor.ux.utils.utils) parse_weight_name() (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) parse_wise_parameters() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) 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) path_optimized_model (neural_compressor.ux.utils.templates.metric.Metric property) Pattern (class in neural_compressor.experimental.pytorch_pruner.patterns) pattern (neural_compressor.experimental.pytorch_pruner.patterns.Pattern attribute) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.patterns.BasePattern attribute) (neural_compressor.pruner.pruners.BasePruner attribute) (neural_compressor.pruner.pruners.BasicPruner attribute) pattern_registry() (in module neural_compressor.experimental.pruning_recipes.patterns.pattern) PatternBase (class in neural_compressor.experimental.pruning_recipes.patterns.pattern) PatternLockPruner (class in neural_compressor.experimental.pytorch_pruner.pruner) (class in neural_compressor.pruner.pruner_legacy.pattern_lock) (class in neural_compressor.pruner.pruners) PatternNInM (class in neural_compressor.experimental.pytorch_pruner.patterns) (class in neural_compressor.pruner.patterns) PatternNxM (class in neural_compressor.experimental.pytorch_pruner.patterns) (class in neural_compressor.pruner.patterns) PATTERNS (class in neural_compressor.experimental.pruning_recipes) (class in neural_compressor.experimental.pruning_recipes.patterns) (class in neural_compressor.experimental.pruning_recipes.patterns.pattern) patterns (neural_compressor.experimental.pruning_recipes.PATTERNS attribute) (neural_compressor.experimental.pruning_recipes.patterns.pattern.PATTERNS attribute) (neural_compressor.experimental.pruning_recipes.patterns.PATTERNS attribute) (neural_compressor.ux.utils.parser.AccuracyParser property) (neural_compressor.ux.utils.parser.OptimizationParser property) (neural_compressor.ux.utils.parser.Parser property) (neural_compressor.ux.utils.parser.PerformanceParser property) (neural_compressor.ux.utils.parser.ProfilingParser property) Performance (class in neural_compressor.objective) (class in neural_compressor.ux.utils.workload.evaluation) PerformanceParser (class in neural_compressor.ux.utils.parser) pin_accuracy_benchmark() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) pin_performance_benchmark() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) PoolOperator (class in neural_compressor.adaptor.ox_utils.operators.pooling) post_batch() (neural_compressor.adaptor.mxnet_utils.util.CollectorBase method) post_collect() (neural_compressor.adaptor.mxnet_utils.util.CalibData method) post_epoch_end() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) post_error() (neural_compressor.ux.web.communication.MessageQueue method) post_failure() (neural_compressor.ux.web.communication.MessageQueue method) post_process() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) post_success() (neural_compressor.ux.web.communication.MessageQueue method) 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) (class in neural_compressor.data.transforms) (class in neural_compressor.data.transforms.postprocess) (class in neural_compressor.experimental.common) (class in neural_compressor.experimental.common.postprocess) (class in neural_compressor.ux.utils.workload.evaluation) postprocess (neural_compressor.experimental.Benchmark property) (neural_compressor.experimental.benchmark.Benchmark property) (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) (neural_compressor.experimental.model_conversion.ModelConversion property) (neural_compressor.experimental.ModelConversion property) (neural_compressor.experimental.Quantization property) (neural_compressor.experimental.quantization.Quantization property) postprocess() (neural_compressor.Benchmark method) (neural_compressor.benchmark.Benchmark method) PostprocessSchema (class in neural_compressor.ux.utils.workload.evaluation) PostTrainingQuantConfig (class in neural_compressor) (class in neural_compressor.config) pre_batch() (neural_compressor.adaptor.mxnet_utils.util.CollectorBase method) (neural_compressor.adaptor.mxnet_utils.util.TensorCollector method) pre_epoch_begin() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.pruning.TfPruningCallback method) (neural_compressor.experimental.pruning_v2.TfPruningCallback method) pre_process() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) (neural_compressor.experimental.nas.basic_nas.BasicNAS method) (neural_compressor.experimental.nas.BasicNAS method) (neural_compressor.experimental.Pruning method) (neural_compressor.experimental.pruning.Pruning method) (neural_compressor.experimental.pruning_v2.Pruning method) (neural_compressor.experimental.Quantization method) (neural_compressor.experimental.quantization.Quantization method)

Precision (class in neural_compressor.ux.components.db_manager.db_models.precision) precision_mappings (neural_compressor.ux.components.names_mapper.names_mapper.NamesMapper property) Precisions (class in neural_compressor.ux.utils.consts) precisions (neural_compressor.experimental.Graph_Optimization property) (neural_compressor.experimental.graph_optimization.Graph_Optimization property) (neural_compressor.experimental.mixed_precision.MixedPrecision property) (neural_compressor.experimental.MixedPrecision property) 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) predict() (neural_compressor.experimental.nas.dynast.dynas_predictor.Predictor method) predictions (neural_compressor.experimental.metric.bleu.BLEU attribute), [1] (neural_compressor.metric.bleu.BLEU attribute) Predictor (class in neural_compressor.experimental.nas.dynast.dynas_predictor) PreOptimization (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.pre_optimize) prepare() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) (neural_compressor.experimental.Distillation method) (neural_compressor.experimental.distillation.Distillation method) (neural_compressor.experimental.Pruning method) (neural_compressor.experimental.pruning.Pruning method) (neural_compressor.experimental.pruning_v2.Pruning method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) 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_predefined_dataloader() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) prepare_predefined_transform() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) prepare_qat() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) prepare_sub_graph() (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor static method) print_progressive_sparsity() (neural_compressor.pruner.pruners.ProgressivePruner method) print_stat() (neural_compressor.utils.utility.Statistics method) ProblemMultiObjective (class in neural_compressor.experimental.nas.dynast.dynas_search) Proc (class in neural_compressor.ux.utils.proc) process() (neural_compressor.ux.utils.parser.AccuracyParser method) (neural_compressor.ux.utils.parser.OptimizationParser method) (neural_compressor.ux.utils.parser.Parser method) (neural_compressor.ux.utils.parser.PerformanceParser method) (neural_compressor.ux.utils.parser.ProfilingParser method) process_and_check_config() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) (in module neural_compressor.pruner.utils) process_config() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) (in module neural_compressor.pruner.utils) process_duration (neural_compressor.ux.utils.executor.Executor property) process_param_dict() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) process_result() (neural_compressor.data.transforms.transform.TFSquadV1PostTransform method) (neural_compressor.experimental.data.transforms.transform.TFSquadV1PostTransform method) process_transform() (neural_compressor.ux.utils.workload.config.Config static method) process_weight_config() (in module neural_compressor.pruner.utils) process_yaml_config() (in module neural_compressor.pruner.utils) profile_model() (neural_compressor.ux.components.profiling.profiler.Profiler method) (neural_compressor.ux.components.profiling.tensorflow_profiler.profiler.Profiler method) 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) profiling_data (neural_compressor.ux.components.profiling.profiling.Profiling property) (neural_compressor.ux.utils.templates.metric.Metric property) ProfilingAddParamsInterface (class in neural_compressor.ux.components.db_manager.params_interfaces) ProfilingAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations) (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.pruner.pruners) Project (class in neural_compressor.ux.components.db_manager.db_models.project) project_details() (neural_compressor.ux.components.db_manager.db_models.project.Project static method) ProjectAPIInterface (class in neural_compressor.ux.components.db_manager.db_operations) (class in neural_compressor.ux.components.db_manager.db_operations.project_api_interface) property_chars() (neural_compressor.experimental.metric.bleu.UnicodeRegex method) (neural_compressor.metric.bleu.UnicodeRegex method) prune_by_importance() (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) prune_weight() (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) prune_weights_() (neural_compressor.model.torch_model.PyTorchBaseModel method) Pruner (class in neural_compressor.experimental.pytorch_pruner.pruner) (class in neural_compressor.pruner.pruner_legacy.pruner) pruner_info (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) (neural_compressor.pruner.pruning.Pruning attribute) pruner_registry() (in module neural_compressor.pruner.pruner_legacy.pruner) pruner_representer() (in module neural_compressor.ux.utils.yaml_utils) pruners (neural_compressor.experimental.Pruning attribute) (neural_compressor.experimental.pruning.Pruning attribute) (neural_compressor.experimental.pruning_v2.Pruning attribute) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning attribute) (neural_compressor.pruner.pruning.Pruning attribute) PrunerV2 (class in neural_compressor.conf.config) Pruning (class in neural_compressor.experimental) (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.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.pruner.pruners.BasePruner attribute) pruning_func (neural_compressor.experimental.Pruning property) (neural_compressor.experimental.pruning.Pruning property) (neural_compressor.experimental.pruning_v2.Pruning property) 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.pruner.criteria) PruningDetails (class in neural_compressor.ux.components.db_manager.db_models.pruning_details) PruningScheduler (class in neural_compressor.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.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.experimental.common.criterion) PyTorchIntermediateLayersKnowledgeDistillationLossWrapper (class in neural_compressor.experimental.common.criterion) PyTorchKnowledgeDistillationLoss (class in neural_compressor.experimental.common.criterion) PyTorchKnowledgeDistillationLossWrapper (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) PyTorchQuery (class in neural_compressor.adaptor.pytorch) PyTorchScriptModel (class in neural_compressor.ux.components.model.pytorch.model) PyTorchSelfKnowledgeDistillationLoss (class in neural_compressor.experimental.common.criterion) PyTorchSelfKnowledgeDistillationLossWrapper (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

q_config (neural_compressor.model.keras_model.KerasModel property) (neural_compressor.model.onnx_model.ONNXModel property) (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) q_func (neural_compressor.experimental.Quantization property) (neural_compressor.experimental.quantization.Quantization property) q_model (neural_compressor.algorithm.algorithm.AlgorithmScheduler property) (neural_compressor.algorithm.AlgorithmScheduler property) 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) qat_convert() (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) 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_format (neural_compressor.config.ExportConfig property) QuantFormat (class in neural_compressor.adaptor.ox_utils.util) Quantization (class in neural_compressor.experimental) (class in neural_compressor.experimental.quantization) (class in neural_compressor.ux.utils.workload.quantization) Quantization_Conf (class in neural_compressor.conf.config) QuantizationAwareTrainingConfig (class in neural_compressor) (class in neural_compressor.config) QuantizationConfigGenerator (class in neural_compressor.ux.components.config_generator.quantization_config_generator) QuantizationMode (class in neural_compressor.adaptor.ox_utils.util) quantize() (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.mxnet.MxNetAdaptor method) (neural_compressor.adaptor.onnxrt.ONNXRUNTIMEAdaptor method) (neural_compressor.adaptor.ox_utils.operators.activation.ActivationOperator method) (neural_compressor.adaptor.ox_utils.operators.activation.RemovableActivationOperator method) (neural_compressor.adaptor.ox_utils.operators.attention.AttentionOperator method) (neural_compressor.adaptor.ox_utils.operators.binary_op.BinaryOperator method) (neural_compressor.adaptor.ox_utils.operators.concat.ConcatOperator method) (neural_compressor.adaptor.ox_utils.operators.conv.ConvOperator method) (neural_compressor.adaptor.ox_utils.operators.direct_q8.Direct8BitOperator method) (neural_compressor.adaptor.ox_utils.operators.embed_layernorm.EmbedLayerNormalizationOperator method) (neural_compressor.adaptor.ox_utils.operators.gather.GatherOperator method) (neural_compressor.adaptor.ox_utils.operators.gemm.GemmOperator method) (neural_compressor.adaptor.ox_utils.operators.lstm.LSTMOperator method) (neural_compressor.adaptor.ox_utils.operators.matmul.MatMulOperator method) (neural_compressor.adaptor.ox_utils.operators.maxpool.MaxPoolOperator method) (neural_compressor.adaptor.ox_utils.operators.ops.Operator method) (neural_compressor.adaptor.ox_utils.operators.pad.PadOperator method) (neural_compressor.adaptor.ox_utils.operators.pooling.PoolOperator method) (neural_compressor.adaptor.ox_utils.operators.resize.ResizeOperator method) (neural_compressor.adaptor.ox_utils.operators.split.SplitOperator method) (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorch_IPEXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) (neural_compressor.adaptor.tensorflow.Tensorflow_ITEXAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) (neural_compressor.adaptor.tf_utils.graph_converter.GraphConverter method)

quantize_bias() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) quantize_bias_tensor() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) quantize_check() (neural_compressor.adaptor.ox_utils.operators.activation.ActivationOperator method) (neural_compressor.adaptor.ox_utils.operators.activation.RemovableActivationOperator method) (neural_compressor.adaptor.ox_utils.operators.binary_op.BinaryOperator method) (neural_compressor.adaptor.ox_utils.operators.concat.ConcatOperator method) (neural_compressor.adaptor.ox_utils.operators.direct_q8.Direct8BitOperator method) (neural_compressor.adaptor.ox_utils.operators.gather.GatherOperator method) (neural_compressor.adaptor.ox_utils.operators.gemm.GemmOperator method) (neural_compressor.adaptor.ox_utils.operators.maxpool.MaxPoolOperator method) (neural_compressor.adaptor.ox_utils.operators.ops.Operator method) (neural_compressor.adaptor.ox_utils.operators.pad.PadOperator method) (neural_compressor.adaptor.ox_utils.operators.pooling.PoolOperator method) (neural_compressor.adaptor.ox_utils.operators.resize.ResizeOperator method) 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_input() (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) quantize_inputs() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) quantize_model() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) quantize_nparray() (in module neural_compressor.adaptor.ox_utils.util) quantize_outputs() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) quantize_sym_model() (in module neural_compressor.adaptor.mxnet_utils.util) quantize_weight_per_channel() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) quantize_weights_per_channel() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) quantize_with_qdq_pattern() (neural_compressor.adaptor.tf_utils.graph_converter.GraphConverter method) quantize_without_calib() (neural_compressor.adaptor.tf_utils.graph_converter_without_calib.GraphConverterWithoutCalib method) QuantizeConfig (class in neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config) quantized_state_dict() (neural_compressor.model.torch_model.PyTorchModel method) 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_fused_patterns() (neural_compressor.adaptor.adaptor.Adaptor method) query_fusion_pattern_nodes() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) query_fw_capability() (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.mxnet.MxNetAdaptor method) (neural_compressor.adaptor.onnxrt.ONNXRUNTIMEAdaptor method) (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorch_IPEXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) query_input_index() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase method) query_layer() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config.QuantizeConfig method) query_quantizable_nodes() (in module neural_compressor.adaptor.mxnet_utils.util) query_to_list() (neural_compressor.ux.components.db_manager.db_models.dataloader.Dataloader static method) (neural_compressor.ux.components.db_manager.db_models.metric.Metric static method) (neural_compressor.ux.components.db_manager.db_models.transform.Transform static method) QueryBackendCapability (class in neural_compressor.adaptor.query)

R

random_sample() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) (neural_compressor.strategy.bayesian.TargetSpace method) random_samples() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) random_seed (neural_compressor.config.Options property) 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() (neural_compressor.ux.components.graph.graph_reader.GraphReader method) (neural_compressor.ux.components.graph.reader.onnxrt_reader.OnnxrtReader method) (neural_compressor.ux.components.graph.reader.tensorflow_reader.TensorflowReader method) read_data() (neural_compressor.data.datasets.dataset.FashionMNIST method) (neural_compressor.data.datasets.dataset.MNIST method) (neural_compressor.experimental.data.datasets.dataset.FashionMNIST method) (neural_compressor.experimental.data.datasets.dataset.MNIST method) 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) 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) (neural_compressor.adaptor.onnxrt.ONNXRUNTIMEAdaptor method) recover_tuned_model() (neural_compressor.adaptor.mxnet.MxNetAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) reduce() (neural_compressor.experimental.pruning_recipes.patterns.pattern.PatternBase method) reduce_scores() (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) reduce_tensor() (neural_compressor.pruner.patterns.BasePattern method) refresh_workdir() (neural_compressor.ux.utils.executor.Executor method) reg (neural_compressor.pruner.pruners.BasicPruner attribute) reg_terms (neural_compressor.pruner.regs.GroupLasso attribute) register() (neural_compressor.data.TRANSFORMS method) (neural_compressor.data.transforms.transform.TRANSFORMS method) (neural_compressor.data.transforms.TRANSFORMS method) (neural_compressor.experimental.common.criterion.Criterions method) (neural_compressor.experimental.common.optimizer.Optimizers method) (neural_compressor.experimental.data.TRANSFORMS method) (neural_compressor.experimental.data.transforms.transform.TRANSFORMS method) (neural_compressor.experimental.data.transforms.TRANSFORMS method) (neural_compressor.experimental.metric.metric.METRICS method) (neural_compressor.experimental.metric.METRICS method) (neural_compressor.metric.metric.METRICS method) (neural_compressor.metric.METRICS method) (neural_compressor.model.nets_factory.TFSlimNetsFactory method) (neural_compressor.strategy.bayesian.TargetSpace method) register_act_grad_hooks() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) register_criterion() (in module neural_compressor.pruner.criteria) register_forward_pre_hook() (neural_compressor.model.torch_model.PyTorchBaseModel method) register_hook() (neural_compressor.experimental.Component method) (neural_compressor.experimental.component.Component method) register_hooks_for_models() (neural_compressor.experimental.common.criterion.PyTorchIntermediateLayersKnowledgeDistillationLoss method) register_pattern() (in module neural_compressor.experimental.pytorch_pruner.patterns) (in module neural_compressor.pruner.patterns) register_pruner() (in module neural_compressor.pruner.pruners) register_pruners() (in module neural_compressor.experimental.pytorch_pruner.pruner) register_reg() (in module neural_compressor.pruner.regs) register_scheduler() (in module neural_compressor.experimental.pytorch_pruner.scheduler) (in module neural_compressor.pruner.schedulers) register_transformer() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeGraphBase method) relative (neural_compressor.config.AccuracyCriterion property) release_tag() (in module neural_compressor.ux.utils.utils) RemovableActivationOperator (class in neural_compressor.adaptor.ox_utils.operators.activation) remove() (neural_compressor.adaptor.torch_utils.hawq_metric.Node_collector method) remove_accuracy_metric() (neural_compressor.ux.utils.workload.config.Config method) remove_all_hooks() (neural_compressor.experimental.common.criterion.PyTorchIntermediateLayersKnowledgeDistillationLoss method) remove_dataloader() (neural_compressor.ux.utils.workload.config.Config method) remove_dead_nodes() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeGraphBase method) remove_hooks() (neural_compressor.model.torch_model.PyTorchBaseModel method) remove_init_from_model_input() (in module neural_compressor.adaptor.ox_utils.util) remove_initializer() (neural_compressor.model.onnx_model.ONNXModel method) remove_initializers() (neural_compressor.model.onnx_model.ONNXModel method) remove_layer() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config.QuantizeConfig method) remove_layers() (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_config.QuantizeConfig method) remove_logs() (neural_compressor.ux.utils.proc.Proc method) remove_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) (neural_compressor.model.onnx_model.ONNXModel method) remove_node_with_single_input_output() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) remove_nodes() (neural_compressor.model.onnx_model.ONNXModel method) 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) remove_redundant_pairs() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) remove_redundant_quantization() (neural_compressor.adaptor.tf_utils.quantize_graph.quantize_graph_base.QuantizeNodeBase method) remove_successful_logs() (neural_compressor.ux.utils.processes.NCProcesses method) remove_training_nodes() (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) remove_unused_constant() (neural_compressor.model.onnx_model.ONNXModel method) 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) reorder_encoder_out() (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerEncoder method) reorder_incremental_state() (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.modules_supernetwork.MultiheadAttentionSuper method) repeat_mask() (neural_compressor.experimental.pruning_recipes.patterns.tile_pattern.TilePatternBase method) replace_const_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) replace_constant_graph_with_constant_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) replace_input_of_all_nodes() (neural_compressor.model.onnx_model.ONNXModel method) replace_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) replace_node_input() (neural_compressor.model.onnx_model.ONNXModel static method) replace_node_output() (neural_compressor.model.onnx_model.ONNXModel static method) replace_output_of_all_nodes() (neural_compressor.model.onnx_model.ONNXModel method) replace_single_node() (neural_compressor.adaptor.tf_utils.graph_util.GraphAnalyzer method) replace_with_values() (in module neural_compressor.ux.utils.utils) report_sparsity() (neural_compressor.model.tensorflow_model.TensorflowSavedModelModel method) (neural_compressor.model.torch_model.PyTorchBaseModel method) Request (class in neural_compressor.ux.web.communication) request_id (neural_compressor.ux.utils.executor.Executor property) 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) res (neural_compressor.strategy.bayesian.BayesianOptimization property) res() (neural_compressor.strategy.bayesian.TargetSpace method) 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() (neural_compressor.experimental.metric.BaseMetric method) (neural_compressor.experimental.metric.bleu.BLEU method), [1] (neural_compressor.experimental.metric.metric.Accuracy method) (neural_compressor.experimental.metric.metric.BaseMetric method) (neural_compressor.experimental.metric.metric.COCOmAPv2 method) (neural_compressor.experimental.metric.metric.F1 method) (neural_compressor.experimental.metric.metric.GeneralTopK method) (neural_compressor.experimental.metric.metric.Loss method) (neural_compressor.experimental.metric.metric.MAE method) (neural_compressor.experimental.metric.metric.mIOU method) (neural_compressor.experimental.metric.metric.MSE method) (neural_compressor.experimental.metric.metric.ONNXRTGLUE method) (neural_compressor.experimental.metric.metric.PyTorchLoss method) (neural_compressor.experimental.metric.metric.RMSE method) (neural_compressor.experimental.metric.metric.ROC method) (neural_compressor.experimental.metric.metric.SquadF1 method) (neural_compressor.experimental.metric.metric.TensorflowMAP method) (neural_compressor.experimental.metric.metric.TensorflowTopK method) (neural_compressor.experimental.metric.metric.WrapMXNetMetric method) (neural_compressor.experimental.metric.metric.WrapONNXRTMetric method) (neural_compressor.experimental.metric.metric.WrapPyTorchMetric method) (neural_compressor.metric.BaseMetric method) (neural_compressor.metric.bleu.BLEU method) (neural_compressor.metric.metric.Accuracy method) (neural_compressor.metric.metric.BaseMetric method) (neural_compressor.metric.metric.COCOmAPv2 method) (neural_compressor.metric.metric.F1 method) (neural_compressor.metric.metric.GeneralTopK method) (neural_compressor.metric.metric.Loss method) (neural_compressor.metric.metric.MAE method) (neural_compressor.metric.metric.mIOU method) (neural_compressor.metric.metric.MSE method) (neural_compressor.metric.metric.ONNXRTGLUE method) (neural_compressor.metric.metric.PyTorchLoss method) (neural_compressor.metric.metric.RMSE method) (neural_compressor.metric.metric.ROC method) (neural_compressor.metric.metric.SquadF1 method) (neural_compressor.metric.metric.TensorflowMAP method) (neural_compressor.metric.metric.TensorflowTopK method) (neural_compressor.metric.metric.WrapMXNetMetric method) (neural_compressor.metric.metric.WrapONNXRTMetric method) (neural_compressor.metric.metric.WrapPyTorchMetric method) (neural_compressor.objective.MultiObjective method) (neural_compressor.objective.Objective method) reset_act_gradient_and_hooks() (neural_compressor.adaptor.torch_utils.hawq_metric.HessianTrace method) reset_non_value_to_default() (in module neural_compressor.experimental.pytorch_pruner.prune_utils) reset_none_to_default() (in module neural_compressor.pruner.utils) reshape() (neural_compressor.experimental.pruning_recipes.patterns.pattern.PatternBase method) reshape_orig_to_pattern() (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) reshape_reduced_to_orig() (neural_compressor.pruner.patterns.PatternNInM method) (neural_compressor.pruner.patterns.PatternNxM method) 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) result() (neural_compressor.experimental.metric.BaseMetric method) (neural_compressor.experimental.metric.bleu.BLEU method), [1] (neural_compressor.experimental.metric.metric.Accuracy method) (neural_compressor.experimental.metric.metric.BaseMetric method) (neural_compressor.experimental.metric.metric.COCOmAPv2 method) (neural_compressor.experimental.metric.metric.F1 method) (neural_compressor.experimental.metric.metric.GeneralTopK method) (neural_compressor.experimental.metric.metric.Loss method) (neural_compressor.experimental.metric.metric.MAE method) (neural_compressor.experimental.metric.metric.mIOU method) (neural_compressor.experimental.metric.metric.MSE method) (neural_compressor.experimental.metric.metric.ONNXRTGLUE method) (neural_compressor.experimental.metric.metric.RMSE method) (neural_compressor.experimental.metric.metric.ROC method) (neural_compressor.experimental.metric.metric.SquadF1 method) (neural_compressor.experimental.metric.metric.TensorflowMAP method) (neural_compressor.experimental.metric.metric.TensorflowTopK method) (neural_compressor.experimental.metric.metric.WrapMXNetMetric method) (neural_compressor.experimental.metric.metric.WrapONNXRTMetric method) (neural_compressor.experimental.metric.metric.WrapPyTorchMetric method) (neural_compressor.metric.BaseMetric method) (neural_compressor.metric.bleu.BLEU method) (neural_compressor.metric.metric.Accuracy method) (neural_compressor.metric.metric.BaseMetric method) (neural_compressor.metric.metric.COCOmAPv2 method) (neural_compressor.metric.metric.F1 method) (neural_compressor.metric.metric.GeneralTopK method) (neural_compressor.metric.metric.Loss method) (neural_compressor.metric.metric.MAE method) (neural_compressor.metric.metric.mIOU method) (neural_compressor.metric.metric.MSE method) (neural_compressor.metric.metric.ONNXRTGLUE method) (neural_compressor.metric.metric.RMSE method) (neural_compressor.metric.metric.ROC method) (neural_compressor.metric.metric.SquadF1 method) (neural_compressor.metric.metric.TensorflowMAP method) (neural_compressor.metric.metric.TensorflowTopK method) (neural_compressor.metric.metric.WrapMXNetMetric method) (neural_compressor.metric.metric.WrapONNXRTMetric method) (neural_compressor.metric.metric.WrapPyTorchMetric method) (neural_compressor.objective.MultiObjective method) (neural_compressor.objective.Objective method) result_list() (neural_compressor.objective.Objective method) results (neural_compressor.experimental.Benchmark property) (neural_compressor.experimental.benchmark.Benchmark property) resume_from (neural_compressor.config.Options property) return_code_all() (neural_compressor.ux.utils.processes.NCProcesses method) 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() (neural_compressor.ux.utils.proc.Proc method) run_forward() (in module neural_compressor.adaptor.mxnet_utils.util) run_instance() (neural_compressor.experimental.Benchmark method) (neural_compressor.experimental.benchmark.Benchmark method) run_migrations_offline() (in module env) run_migrations_online() (in module env) run_search() (neural_compressor.experimental.nas.dynast.dynas_search.SearchAlgoManager method) run_server() (in module neural_compressor.ux.web.server) Runner (class in neural_compressor.experimental.nas.dynast.dynas_utils)

S

safe_entropy() (neural_compressor.utils.kl_divergence.KL_Divergence method) 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() (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.mxnet.MxNetAdaptor method) (neural_compressor.adaptor.onnxrt.ONNXRUNTIMEAdaptor method) (neural_compressor.adaptor.pytorch.PyTorch_IPEXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) (neural_compressor.experimental.nas.dynast.dynas_predictor.Predictor method) (neural_compressor.model.base_model.BaseModel method) (neural_compressor.model.BaseModel method) (neural_compressor.model.keras_model.KerasModel method) (neural_compressor.model.mxnet_model.MXNetModel method) (neural_compressor.model.onnx_model.ONNXModel method) (neural_compressor.model.tensorflow_model.TensorflowBaseModel method) (neural_compressor.model.tensorflow_model.TensorflowQATModel method) (neural_compressor.model.tensorflow_model.TensorflowSavedModelModel method) (neural_compressor.model.torch_model.IPEXModel method) (neural_compressor.model.torch_model.PyTorchModel method) (neural_compressor.training.CompressionManager method) save_for_huggingface_upstream() (in module neural_compressor.utils.load_huggingface) save_model_to_file() (neural_compressor.model.onnx_model.ONNXModel method) saved_model_session() (in module neural_compressor.model.tensorflow_model) SavedModelModel (class in neural_compressor.ux.components.model.tensorflow.saved_model) scale_after_normalization() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.fold_batch_norm.FoldBatchNormNodesOptimizer method) 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.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.pruners.BasePruner attribute) (neural_compressor.pruner.pruners.BasicPruner attribute) scores (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.criteria.GradientCriterion attribute) (neural_compressor.pruner.criteria.MagnitudeCriterion attribute) (neural_compressor.pruner.criteria.PruningCriterion attribute) (neural_compressor.pruner.criteria.SnipCriterion attribute) (neural_compressor.pruner.criteria.SnipMomentumCriterion attribute) (neural_compressor.pruner.pruners.BasePruner attribute) search() (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) (neural_compressor.experimental.nas.nas.NASBase method) search_algorithm (neural_compressor.experimental.nas.nas.NASBase property) 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) search_space (neural_compressor.experimental.nas.nas.NASBase property) SearchAlgoManager (class in neural_compressor.experimental.nas.dynast.dynas_search) Searcher (class in neural_compressor.experimental.nas.search_algorithms) select_model_arch() (neural_compressor.experimental.nas.DyNAS method) (neural_compressor.experimental.nas.dynas.DyNAS method) (neural_compressor.experimental.nas.nas.NASBase method) SelfKnowledgeDistillationLoss (class in neural_compressor.experimental.common.criterion) (class in neural_compressor.ux.utils.workload.pruning) SelfKnowledgeDistillationLossConfig (class in neural_compressor.config) send_history_snapshot() (neural_compressor.ux.components.optimization.tuning_history.TuningHistory static method) SequentialSampler (class in neural_compressor.data.dataloaders.sampler) (class in neural_compressor.experimental.data.dataloaders.sampler) serialize() (neural_compressor.ux.components.db_manager.params_interfaces.TuningHistoryInterface method) (neural_compressor.ux.components.db_manager.params_interfaces.TuningHistoryItemInterface method) (neural_compressor.ux.components.diagnosis.op_details.OpDetails method) (neural_compressor.ux.components.diagnosis.op_entry.OpEntry method) (neural_compressor.ux.components.model.shape.Shape method) (neural_compressor.ux.utils.hw_info.HWInfo method) (neural_compressor.ux.utils.json_serializer.JsonSerializer method) (neural_compressor.ux.utils.workload.dataloader.Dataloader method) (neural_compressor.ux.utils.workload.dataloader.Dataset method) (neural_compressor.ux.utils.workload.dataloader.Transform method) (neural_compressor.ux.utils.workload.evaluation.Metric method) (neural_compressor.ux.utils.workload.model.Model method) (neural_compressor.ux.utils.workload.pruning.Train method) (neural_compressor.ux.utils.workload.pruning.WeightCompressionApproach method) serialize_item() (neural_compressor.ux.utils.json_serializer.JsonSerializer static method) serialize_pruner() (neural_compressor.ux.utils.workload.pruning.WeightCompressionApproach static method) serve_from_filesystem() (neural_compressor.ux.web.service.response_generator.ResponseGenerator static method) ServiceNotFoundException sess (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) set_accuracy_and_performance_batch_sizes() (neural_compressor.ux.utils.workload.config.Config method) set_accuracy_goal() (neural_compressor.ux.utils.workload.config.Config method) set_accuracy_metric() (neural_compressor.ux.utils.workload.config.Config method) set_accuracy_postprocess_transforms() (neural_compressor.ux.utils.workload.evaluation.Evaluation method) set_all_env_var() (in module neural_compressor.experimental.benchmark) set_attr_bool() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_attr_dtype() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_attr_float() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_attr_int() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_attr_int_list() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) set_attr_string() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_attr_string_list() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_attr_tensor() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_attr_type_list() (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method) (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) set_config_by_model() (neural_compressor.experimental.Graph_Optimization method) (neural_compressor.experimental.graph_optimization.Graph_Optimization method) (neural_compressor.experimental.mixed_precision.MixedPrecision method) (neural_compressor.experimental.MixedPrecision method) 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_dataset() (neural_compressor.ux.utils.workload.dataloader.Dataloader method) 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.experimental.benchmark) set_evaluation_dataloader() (neural_compressor.ux.utils.workload.config.Config method) set_evaluation_dataset_path() (neural_compressor.ux.utils.workload.config.Config method) set_global_step() (neural_compressor.pruner.pruners.BasicPruner method) set_incremental_state() (in module neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.modules_supernetwork) set_initializer() (neural_compressor.model.onnx_model.ONNXModel method) set_inputs() (neural_compressor.ux.utils.workload.config.Config method) set_max_trials() (neural_compressor.ux.utils.workload.tuning.Tuning method) set_model() (neural_compressor.objective.MultiObjective method) set_module() (in module neural_compressor.adaptor.torch_utils.util) set_op_wise_pattern_precision() (neural_compressor.ux.components.db_manager.db_operations.diagnosis_api_interface.DiagnosisAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DiagnosisAPIInterface static method) set_optimization_precision() (neural_compressor.ux.utils.workload.config.Config method) set_outputs() (neural_compressor.ux.utils.workload.config.Config method) set_performance_cores_per_instance() (neural_compressor.ux.utils.workload.config.Config method) set_performance_iterations() (neural_compressor.ux.utils.workload.config.Config method) set_performance_num_of_instance() (neural_compressor.ux.utils.workload.config.Config method) set_performance_only() (neural_compressor.ux.utils.workload.tuning.Tuning method) set_performance_warmup() (neural_compressor.ux.utils.workload.config.Config method) set_postprocess_transforms() (neural_compressor.ux.utils.workload.pruning.Train method) set_precisions() (neural_compressor.ux.utils.workload.graph_optimization.GraphOptimization method) (neural_compressor.ux.utils.workload.mixed_precision.MixedPrecision method) set_q_func() (neural_compressor.strategy.strategy.TuneStrategy method) set_quantization_approach() (neural_compressor.ux.utils.workload.config.Config method)

set_quantization_batch_size() (neural_compressor.ux.utils.workload.config.Config method) set_quantization_config() (neural_compressor.adaptor.query.QueryBackendCapability method) set_quantization_dataloader() (neural_compressor.ux.utils.workload.config.Config method) set_quantization_dataset_path() (neural_compressor.ux.utils.workload.config.Config method) set_quantization_sampling_size() (neural_compressor.ux.utils.workload.config.Config method) set_random_seed() (in module neural_compressor) (in module neural_compressor.utils.utility) (neural_compressor.ux.utils.workload.tuning.Tuning method) set_resume_from() (in module neural_compressor.utils.utility) set_scale_info() (in module neural_compressor.experimental.export.torch2onnx) set_seed() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) set_template_path() (neural_compressor.ux.components.db_manager.db_operations.dataset_api_interface.DatasetAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.DatasetAPIInterface static method) set_tensor() (neural_compressor.adaptor.adaptor.Adaptor method) (neural_compressor.adaptor.keras.KerasAdaptor method) (neural_compressor.adaptor.mxnet.MxNetAdaptor method) (neural_compressor.adaptor.onnxrt.ONNXRUNTIMEAdaptor method) (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) set_tensorboard() (in module neural_compressor) (in module neural_compressor.utils.utility) set_timeout() (neural_compressor.ux.utils.workload.tuning.Tuning method) set_transform() (neural_compressor.ux.utils.workload.config.Config method) set_transforms_from_list() (neural_compressor.ux.utils.workload.dataloader.Dataloader method) set_tuning_space() (neural_compressor.strategy.strategy.TuneStrategy method) set_up() (neural_compressor.ux.web.configuration.Configuration method) set_workspace() (in module neural_compressor) (in module neural_compressor.utils.utility) (neural_compressor.ux.utils.workload.config.Config method) (neural_compressor.ux.utils.workload.tuning.Tuning method) setup_resume() (neural_compressor.strategy.strategy.TuneStrategy method) SGDOptimizer (class in neural_compressor.ux.utils.workload.pruning) Shape (class in neural_compressor.ux.components.model.shape) shape_elements_order (neural_compressor.ux.components.model.model.Model property) (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel property) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel property) ShareQDQForItexYPatternOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.qdq.share_qdq_y_pattern) should_cast() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) should_convert() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) should_quantize() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer method) 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_baseline_info() (neural_compressor.strategy.strategy.TuneStrategy method) 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) size_input_model (neural_compressor.ux.utils.templates.metric.Metric property) size_optimized_model (neural_compressor.ux.utils.templates.metric.Metric property) slim_session() (in module neural_compressor.model.tensorflow_model) SnipCriterion (class in neural_compressor.pruner.criteria) SnipMomentumCriterion (class in neural_compressor.pruner.criteria) SnipMomentumPruner (class in neural_compressor.experimental.pytorch_pruner.pruner) SnipPruner (class in neural_compressor.experimental.pytorch_pruner.pruner) SoftCrossEntropy() (neural_compressor.experimental.common.criterion.PyTorchKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchSelfKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.TensorflowKnowledgeDistillationLoss method) sort_entries() (in module neural_compressor.ux.components.file_browser.file_browser) source (neural_compressor.experimental.model_conversion.ModelConversion property) (neural_compressor.experimental.ModelConversion property) (neural_compressor.ux.components.graph.edge.Edge property) space (neural_compressor.strategy.bayesian.BayesianOptimization property) 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) split_shared_inputs() (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) 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() (neural_compressor.objective.Accuracy method) (neural_compressor.objective.Footprint method) (neural_compressor.objective.ModelSize method) (neural_compressor.objective.MultiObjective method) (neural_compressor.objective.Objective method) (neural_compressor.objective.Performance method) start_step (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.pruners.BasePruner attribute) Statistics (class in neural_compressor.utils.utility) status (neural_compressor.ux.web.communication.Message property) stop() (neural_compressor.contrib.strategy.tpe.TpeTuneStrategy method) (neural_compressor.strategy.conservative.ConservativeTuneStrategy method) (neural_compressor.strategy.strategy.TuneStrategy method) (neural_compressor.ux.components.optimization.tuning_history.Watcher method) 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 (neural_compressor.config.TuningCriterion property) strategy_kwargs (neural_compressor.config.TuningCriterion property) 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) strtobool() (neural_compressor.adaptor.tf_utils.graph_rewriter.generic.convert_placeholder_to_const.ConvertPlaceholderToConst method) student_model (neural_compressor.experimental.common.criterion.KnowledgeDistillationFramework property) (neural_compressor.experimental.Distillation property) (neural_compressor.experimental.distillation.Distillation property) student_targets_loss_cal() (neural_compressor.experimental.common.criterion.KnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.TensorflowKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.TensorflowKnowledgeDistillationLossExternal method) 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) subject (neural_compressor.ux.web.communication.Message property) suggest() (neural_compressor.experimental.nas.search_algorithms.BayesianOptimizationSearcher method) (neural_compressor.experimental.nas.search_algorithms.GridSearcher method) (neural_compressor.experimental.nas.search_algorithms.RandomSearcher method) (neural_compressor.experimental.nas.search_algorithms.Searcher method) (neural_compressor.strategy.bayesian.BayesianOptimization method) sum (neural_compressor.experimental.metric.metric.Loss attribute) (neural_compressor.metric.metric.Loss attribute) summarize_partial() (neural_compressor.ux.utils.parser.PerformanceParser method) summarize_value() (neural_compressor.ux.utils.parser.PerformanceParser static method) summary_benchmark() (neural_compressor.experimental.Benchmark method) (neural_compressor.experimental.benchmark.Benchmark method) support_algorithms() (neural_compressor.algorithm.algorithm.ALGORITHMS class method) (neural_compressor.algorithm.ALGORITHMS class method) support_pattern() (neural_compressor.experimental.pruning_recipes.PATTERNS class method) (neural_compressor.experimental.pruning_recipes.patterns.pattern.PATTERNS class method) (neural_compressor.experimental.pruning_recipes.patterns.PATTERNS class method) supports_graph (neural_compressor.ux.components.model.model.Model property) supports_path() (neural_compressor.ux.components.model.model.Model static method) (neural_compressor.ux.components.model.onnxrt.model.OnnxrtModel static method) (neural_compressor.ux.components.model.pytorch.model.PyTorchScriptModel static method) (neural_compressor.ux.components.model.tensorflow.frozen_pb.FrozenPbModel static method) (neural_compressor.ux.components.model.tensorflow.keras.KerasModel static method) (neural_compressor.ux.components.model.tensorflow.meta_graph.MetaGraphModel static method) (neural_compressor.ux.components.model.tensorflow.saved_model.SavedModelModel static method) supports_profiling (neural_compressor.ux.components.model.model.Model property) (neural_compressor.ux.components.model.tensorflow.frozen_pb.FrozenPbModel property) supports_pruning (neural_compressor.ux.components.model.model.Model property) (neural_compressor.ux.components.model.tensorflow.model.TensorflowModel property) 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

tag() (neural_compressor.ux.utils.github_info.GithubInfo class method) tail (neural_compressor.ux.utils.proc.Proc property) target (neural_compressor.strategy.bayesian.TargetSpace property) (neural_compressor.ux.components.graph.edge.Edge property) target_sparsity (neural_compressor.pruner.patterns.BasePattern attribute) target_sparsity_ratio (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) (neural_compressor.pruner.pruners.BasePruner attribute) TargetSpace (class in neural_compressor.strategy.bayesian) teacher_model (neural_compressor.config.DistillationConfig property) (neural_compressor.DistillationConfig property) (neural_compressor.experimental.common.criterion.KnowledgeDistillationFramework property) (neural_compressor.experimental.Distillation property) (neural_compressor.experimental.distillation.Distillation property) teacher_model_forward() (neural_compressor.experimental.common.criterion.IntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.KnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchIntermediateLayersKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchSelfKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.SelfKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.TensorflowKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.TensorflowKnowledgeDistillationLossExternal method) teacher_student_loss_cal() (neural_compressor.experimental.common.criterion.KnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.PyTorchKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.TensorflowKnowledgeDistillationLoss method) (neural_compressor.experimental.common.criterion.TensorflowKnowledgeDistillationLossExternal method) TemplateAdaptor (class in neural_compressor.adaptor.pytorch) tensor_proto_to_array() (neural_compressor.adaptor.ox_utils.quantizer.Quantizer static method) tensorboard (neural_compressor.config.Options property) TensorCollector (class in neural_compressor.adaptor.mxnet_utils.util) 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.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.data.datasets.dataset) (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.experimental.common.criterion) TensorflowKnowledgeDistillationLossExternal (class in neural_compressor.experimental.common.criterion) TensorflowKnowledgeDistillationLossWrapper (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) 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) 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) throughput (neural_compressor.ux.utils.templates.metric.Metric property) 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) timeout (neural_compressor.config.TuningCriterion property) to_json_string() (neural_compressor.data.datasets.bert_dataset.InputFeatures method) (neural_compressor.experimental.data.datasets.bert_dataset.InputFeatures method) ToArray (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) tokenize() (neural_compressor.data.transforms.tokenization.BasicTokenizer method) (neural_compressor.data.transforms.tokenization.FullTokenizer method) (neural_compressor.data.transforms.tokenization.WordpieceTokenizer method) (neural_compressor.experimental.data.transforms.tokenization.BasicTokenizer method) (neural_compressor.experimental.data.transforms.tokenization.FullTokenizer method) (neural_compressor.experimental.data.transforms.tokenization.WordpieceTokenizer method) tolerable_loss (neural_compressor.config.AccuracyCriterion property) ToNDArrayTransform (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) topological_sort() (neural_compressor.model.onnx_model.ONNXModel method) Torch2ONNXConfig (class in neural_compressor.config) torch_to_fp32_onnx() (in module neural_compressor.experimental.export) (in module neural_compressor.experimental.export.torch2onnx) torch_to_int8_onnx() (in module neural_compressor.experimental.export) (in module neural_compressor.experimental.export.torch2onnx) TorchVisionReference (class in neural_compressor.experimental.nas.dynast.dynas_utils) 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) train() (neural_compressor.adaptor.pytorch.PyTorch_FXAdaptor method) (neural_compressor.adaptor.pytorch.PyTorchAdaptor method) (neural_compressor.adaptor.tensorflow.TensorFlowAdaptor method) (neural_compressor.experimental.nas.dynast.dynas_predictor.Predictor method) train_cfg (neural_compressor.experimental.Distillation property) (neural_compressor.experimental.distillation.Distillation property) train_dataloader (neural_compressor.experimental.Component property) (neural_compressor.experimental.component.Component property) train_distributed (neural_compressor.experimental.Distillation property) (neural_compressor.experimental.distillation.Distillation property) (neural_compressor.experimental.Pruning property) (neural_compressor.experimental.pruning.Pruning property) (neural_compressor.experimental.pruning_v2.Pruning property) train_func (neural_compressor.experimental.Component property) (neural_compressor.experimental.component.Component property) (neural_compressor.experimental.scheduler.Scheduler property) trainable (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase property) trainable_weights (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase property) 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) (in module neural_compressor.data.transforms) (in module neural_compressor.data.transforms.transform) (in module neural_compressor.experimental.data) (in module neural_compressor.experimental.data.transforms) (in module neural_compressor.experimental.data.transforms.transform) TransformerDecoder (class in neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork) TransformerDecoderLayer (class in neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork) TransformerEncoder (class in neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork) TransformerEncoderLayer (class in neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork) TransformerLTEncoding (class in neural_compressor.experimental.nas.dynast.dynas_manager) TransformerLTRunner (class in neural_compressor.experimental.nas.dynast.dynas_utils) TransformerSuperNetwork (class in neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork) TRANSFORMS (class in neural_compressor.data) (class in neural_compressor.data.transforms) (class in neural_compressor.data.transforms.transform) Transforms (class in neural_compressor.data.transforms.transform) TRANSFORMS (class in neural_compressor.experimental.data) (class in neural_compressor.experimental.data.transforms) (class in neural_compressor.experimental.data.transforms.transform) Transforms (class in neural_compressor.experimental.data.transforms.transform) translate2param() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) translate2pymoo() (neural_compressor.experimental.nas.dynast.dynas_manager.ParameterManager method) Transpose (class in neural_compressor.data.transforms.transform) (class in neural_compressor.experimental.data.transforms.transform) traverse() (neural_compressor.contrib.strategy.sigopt.SigOptTuneStrategy method) (neural_compressor.contrib.strategy.tpe.TpeTuneStrategy method) (neural_compressor.strategy.auto_mixed_precision.AutoMixedPrecisionTuneStrategy method) (neural_compressor.strategy.conservative.ConservativeTuneStrategy method) (neural_compressor.strategy.strategy.TuneStrategy method) 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_criterion (neural_compressor.config.PostTrainingQuantConfig property) (neural_compressor.PostTrainingQuantConfig property) 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)

U

UnicodeRegex (class in neural_compressor.experimental.metric.bleu) (class in neural_compressor.metric.bleu) unify_time() (neural_compressor.ux.utils.parser.ProfilingParser static method) unique_node_name_from_input() (neural_compressor.adaptor.tf_utils.quantize_graph_common.QuantizeGraphHelper static method) unpack_archive() (neural_compressor.ux.components.model_zoo.downloader.Downloader method) unpin_benchmark() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) update() (neural_compressor.experimental.metric.BaseMetric method) (neural_compressor.experimental.metric.bleu.BLEU method), [1] (neural_compressor.experimental.metric.metric.Accuracy method) (neural_compressor.experimental.metric.metric.BaseMetric method) (neural_compressor.experimental.metric.metric.COCOmAPv2 method) (neural_compressor.experimental.metric.metric.F1 method) (neural_compressor.experimental.metric.metric.GeneralTopK method) (neural_compressor.experimental.metric.metric.Loss method) (neural_compressor.experimental.metric.metric.MAE method) (neural_compressor.experimental.metric.metric.mIOU method) (neural_compressor.experimental.metric.metric.MSE method) (neural_compressor.experimental.metric.metric.ONNXRTGLUE method) (neural_compressor.experimental.metric.metric.PyTorchLoss method) (neural_compressor.experimental.metric.metric.RMSE method) (neural_compressor.experimental.metric.metric.ROC method) (neural_compressor.experimental.metric.metric.SquadF1 method) (neural_compressor.experimental.metric.metric.TensorflowMAP method) (neural_compressor.experimental.metric.metric.TensorflowTopK method) (neural_compressor.experimental.metric.metric.WrapMXNetMetric method) (neural_compressor.experimental.metric.metric.WrapONNXRTMetric method) (neural_compressor.experimental.metric.metric.WrapPyTorchMetric method) (neural_compressor.metric.BaseMetric method) (neural_compressor.metric.bleu.BLEU method) (neural_compressor.metric.metric.Accuracy method) (neural_compressor.metric.metric.BaseMetric method) (neural_compressor.metric.metric.COCOmAPv2 method) (neural_compressor.metric.metric.F1 method) (neural_compressor.metric.metric.GeneralTopK method) (neural_compressor.metric.metric.Loss method) (neural_compressor.metric.metric.MAE method) (neural_compressor.metric.metric.mIOU method) (neural_compressor.metric.metric.MSE method) (neural_compressor.metric.metric.ONNXRTGLUE method) (neural_compressor.metric.metric.PyTorchLoss method) (neural_compressor.metric.metric.RMSE method) (neural_compressor.metric.metric.ROC method) (neural_compressor.metric.metric.SquadF1 method) (neural_compressor.metric.metric.TensorflowMAP method) (neural_compressor.metric.metric.TensorflowTopK method) (neural_compressor.metric.metric.WrapMXNetMetric method) (neural_compressor.metric.metric.WrapONNXRTMetric method) (neural_compressor.metric.metric.WrapPyTorchMetric method) (neural_compressor.model.onnx_model.ONNXModel method) (neural_compressor.ux.components.db_manager.db_models.pruning_details.PruningDetails static method) (neural_compressor.ux.components.db_manager.db_models.tuning_details.TuningDetails static method) update_accuracy() (neural_compressor.ux.components.db_manager.db_models.benchmark_result.BenchmarkResult static method) update_batch_size() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) update_benchmark_accuracy() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) update_benchmark_duration() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) update_benchmark_performance() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) update_benchmark_status() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) update_best_op_tuning_cfg() (neural_compressor.strategy.strategy.TuneStrategy method) update_config() (neural_compressor.experimental.pruning_v2.Pruning method) (neural_compressor.pruner.pruning.Pruning method) update_config_path() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) update_config_to_machine_specification() (in module neural_compressor.ux.components.configuration_wizard.get_configuration) update_cores_per_instance() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) update_dataloaders() (in module 6ece06672ed3_v1_14) update_dataloaders_params() (in module neural_compressor.ux.components.db_manager.utils) update_dataset() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) update_duration() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) update_execution_command() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method)

update_frequency_on_step (neural_compressor.experimental.pytorch_pruner.pruner.Pruner attribute) update_gradient() (neural_compressor.model.torch_model.PyTorchBaseModel method) update_importance_abs() (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) update_importance_elementwise() (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) update_importance_weighted() (neural_compressor.pruner.pruner_legacy.gradient_sensitivity.GradientSensitivityPruner method) update_items_for_all_pruners() (neural_compressor.experimental.Pruning method) (neural_compressor.experimental.pruning.Pruning method) (neural_compressor.experimental.pytorch_pruner.pruning.Pruning method) update_log_path() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) update_masks() (neural_compressor.pruner.pruners.BasePruner method) (neural_compressor.pruner.pruners.BasicPruner method) (neural_compressor.pruner.pruners.PatternLockPruner method) update_masks_progressive() (neural_compressor.pruner.pruners.ProgressivePruner method) update_mode() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) update_new_added_masks() (neural_compressor.pruner.patterns.PatternNxM method) update_notes() (neural_compressor.ux.components.db_manager.db_models.project.Project static method) update_num_threads() (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) update_number_of_instance() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) update_optimization_duration() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) update_optimization_status() (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) update_optimized_model() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) update_params() (in module neural_compressor.pruner.utils) (neural_compressor.ux.components.db_manager.db_models.dataloader.Dataloader static method) update_partial() (neural_compressor.ux.utils.parser.PerformanceParser static method) update_paths() (neural_compressor.ux.components.db_manager.db_operations.benchmark_api_interface.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.BenchmarkAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.optimization_api_interface.OptimizationAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.OptimizationAPIInterface static method) update_performance() (neural_compressor.ux.components.db_manager.db_models.benchmark_result.BenchmarkResult static method) update_precision() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) update_profiling_duration() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) update_profiling_status() (neural_compressor.ux.components.db_manager.db_operations.profiling_api_interface.ProfilingAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProfilingAPIInterface static method) update_progressive_masks() (neural_compressor.pruner.patterns.PatternNxM method) update_progressive_masks_global() (neural_compressor.pruner.patterns.PatternNxM method) update_progressive_masks_linear() (neural_compressor.pruner.patterns.PatternNxM method) update_progressive_masks_local() (neural_compressor.pruner.patterns.PatternNxM method) update_progressive_masks_scores() (neural_compressor.pruner.patterns.PatternNxM method) update_project_notes() (neural_compressor.ux.components.db_manager.db_operations.project_api_interface.ProjectAPIInterface static method) (neural_compressor.ux.components.db_manager.db_operations.ProjectAPIInterface static method) update_pruning_details() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) update_residual_cnt() (neural_compressor.pruner.patterns.BasePattern method) update_sampling_size() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) update_scores() (neural_compressor.experimental.pytorch_pruner.pruner.MagnitudePruner method) (neural_compressor.experimental.pytorch_pruner.pruner.Pruner method) update_sparsity() (neural_compressor.pruner.pruner_legacy.pruner.Pruner method) update_sparsity_ratio() (neural_compressor.experimental.pytorch_pruner.scheduler.IterativeScheduler method) (neural_compressor.experimental.pytorch_pruner.scheduler.OneshotScheduler method) (neural_compressor.experimental.pytorch_pruner.scheduler.Scheduler method) (neural_compressor.pruner.schedulers.IterativeScheduler method) (neural_compressor.pruner.schedulers.OneshotScheduler method) (neural_compressor.pruner.schedulers.PruningScheduler method) update_status() (neural_compressor.ux.components.db_manager.db_models.benchmark.Benchmark static method) (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) (neural_compressor.ux.components.db_manager.db_models.profiling.Profiling static method) update_template_path() (neural_compressor.ux.components.db_manager.db_models.dataset.Dataset static method) update_transformations() (in module 6ece06672ed3_v1_14) update_tuning_details() (neural_compressor.ux.components.db_manager.db_models.optimization.Optimization static method) update_tuning_history() (neural_compressor.ux.components.db_manager.db_models.tuning_details.TuningDetails static method) update_weight_bias() (in module neural_compressor.experimental.export.torch2onnx) update_weights() (neural_compressor.model.tensorflow_model.TensorflowSavedModelModel method) (neural_compressor.model.torch_model.PyTorchBaseModel method) (neural_compressor.pruner.pruner_legacy.pattern_lock.PatternLockPruner method) UpdateEnterOptimizer (class in neural_compressor.adaptor.tf_utils.graph_rewriter.generic.update_enter) updates (neural_compressor.adaptor.tf_utils.quantize_graph.qat.quantize_wrapper.QuantizeWrapperBase property) upgrade_state_dict_named() (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerDecoder method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerEncoder method) (neural_compressor.experimental.nas.dynast.supernetwork.machine_translation.transformer_supernetwork.TransformerEncoderLayer method)

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_macs() (neural_compressor.experimental.nas.dynast.dynas_utils.OFARunner method) (neural_compressor.experimental.nas.dynast.dynas_utils.TorchVisionReference method) (neural_compressor.experimental.nas.dynast.dynas_utils.TransformerLTRunner method) validate_model_list() (in module neural_compressor.ux.components.model_zoo.list_models) validate_top1() (neural_compressor.experimental.nas.dynast.dynas_utils.OFARunner method) (neural_compressor.experimental.nas.dynast.dynas_utils.TorchVisionReference method) 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) (neural_compressor.adaptor.tf_utils.graph_util.GraphRewriterHelper static method)

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) vnni (neural_compressor.utils.utility.CpuInfo property)

W

warmup (neural_compressor.config.BenchmarkConfig property) warn() (in module neural_compressor.utils) (in module neural_compressor.utils.logger) warning() (in module neural_compressor.utils) (in module neural_compressor.utils.logger) was_history_file_changed() (neural_compressor.ux.components.optimization.tuning_history.Watcher method) Watcher (class in neural_compressor.ux.components.optimization.tuning_history) web_socket_publisher() (in module neural_compressor.ux.web.server) weight (neural_compressor.ux.utils.workload.tuning.MultiObjectives property) weight_compression (neural_compressor.config.WeightPruningConfig property) (neural_compressor.WeightPruningConfig property) WeightCompressionApproach (class in neural_compressor.ux.utils.workload.pruning) WeightCorrection (class in neural_compressor.algorithm.weight_correction) WeightPruningConfig (class in neural_compressor) (class in neural_compressor.config) weights (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) 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) workdir (neural_compressor.ux.components.benchmark.benchmark.Benchmark property) (neural_compressor.ux.components.optimization.optimization.Optimization property) (neural_compressor.ux.components.profiling.profiling.Profiling property) (neural_compressor.ux.utils.executor.Executor property) WorkloadService (class in neural_compressor.ux.web.service.workload) Workspace (class in neural_compressor.ux.utils.workload.tuning) workspace (neural_compressor.config.Options property) workspace_path (neural_compressor.model.tensorflow_model.TensorflowBaseModel property) (neural_compressor.model.torch_model.IPEXModel property) (neural_compressor.model.torch_model.PyTorchModel property) 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)