Index

_

__add__() (nncf.api.compression.CompressionStage method)

__call__() (nncf.api.compression.CompressionLoss method) __iter__() (nncf.common.initialization.dataloader.NNCFDataLoader method)

A

AdaptiveCompressionTrainingLoop (class in nncf.common.accuracy_aware_training.training_loop) AdvancedAccuracyRestorerParameters (class in nncf.quantization.advanced_parameters) AdvancedAWQParameters (class in nncf.quantization.advanced_parameters) AdvancedBiasCorrectionParameters (class in nncf.quantization.advanced_parameters) AdvancedCompressionParameters (class in nncf.quantization.advanced_parameters)

AdvancedQuantizationParameters (class in nncf.quantization.advanced_parameters) AdvancedScaleEstimationParameters (class in nncf.quantization.advanced_parameters) AdvancedSmoothQuantParameters (class in nncf.quantization.advanced_parameters) AggregatorType (class in nncf.quantization.range_estimator) apply_to() (nncf.api.compression.CompressionAlgorithmBuilder method) AutoQPrecisionInitArgs (class in nncf.torch.structures)

B

BaseCompressionAlgorithmController (class in nncf.common.compression) BaseEarlyExitCompressionTrainingLoop (class in nncf.common.accuracy_aware_training.training_loop) BaseSparsityAlgoController (class in nncf.torch.sparsity.base_algo)

batch_size (nncf.common.initialization.dataloader.NNCFDataLoader property) BNAdaptationInitArgs (class in nncf.config.structures) build_controller() (nncf.api.compression.CompressionAlgorithmBuilder method)

C

calculate() (nncf.api.compression.CompressionLoss method) compress_weights() (in module nncf) compression_rate (nncf.api.compression.CompressionAlgorithmController property) (nncf.common.compression.BaseCompressionAlgorithmController property) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController property) (nncf.torch.sparsity.magnitude.algo.MagnitudeSparsityController property) (nncf.torch.sparsity.rb.algo.RBSparsityController property) compression_stage() (nncf.api.compression.CompressionAlgorithmController method) (nncf.torch.knowledge_distillation.algo.KnowledgeDistillationController method) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController method) (nncf.torch.quantization.algo.QuantizationController method) (nncf.torch.sparsity.base_algo.BaseSparsityAlgoController method) (nncf.torch.sparsity.magnitude.algo.MagnitudeSparsityController method) (nncf.torch.sparsity.rb.algo.RBSparsityController method)

CompressionAlgorithmBuilder (class in nncf.api.compression) CompressionAlgorithmController (class in nncf.api.compression) CompressionLoss (class in nncf.api.compression) CompressionScheduler (class in nncf.api.compression) CompressionStage (class in nncf.api.compression) CompressWeightsMode (class in nncf) const_sparsity (nncf.common.statistics.NNCFStatistics property) ConstSparsityController (class in nncf.torch.sparsity.const.algo) ConstSparsityStatistics (class in nncf.common.sparsity.statistics) create_compressed_model() (in module nncf.torch) current_groupwise_pruning_level (nncf.torch.pruning.filter_pruning.algo.FilterPruningController property) current_pruning_level (nncf.common.pruning.schedulers.PruningScheduler property) current_sparsity_level (nncf.torch.sparsity.base_algo.BaseSparsityAlgoController property) (nncf.torch.sparsity.rb.algo.RBSparsityController property)

D

Dataset (class in nncf) disable_scheduler() (nncf.api.compression.CompressionAlgorithmController method) (nncf.common.compression.BaseCompressionAlgorithmController method) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController method) (nncf.torch.sparsity.base_algo.BaseSparsityAlgoController method)

disable_tracing() (in module nncf.torch) distributed() (nncf.torch.knowledge_distillation.algo.KnowledgeDistillationController method) (nncf.torch.quantization.algo.QuantizationController method) (nncf.torch.sparsity.rb.algo.RBSparsityController method) DistributedCallbacksArgs (class in nncf.torch.structures) DropType (class in nncf)

E

EarlyExitCompressionTrainingLoop (class in nncf.common.accuracy_aware_training.training_loop) epoch_step() (nncf.api.compression.CompressionScheduler method) (nncf.common.pruning.schedulers.PruningScheduler method)

ExecutionParameters (class in nncf.torch.structures) export_model() (nncf.api.compression.CompressionAlgorithmController method) (nncf.common.compression.BaseCompressionAlgorithmController method)

F

filter_pruning (nncf.common.statistics.NNCFStatistics property) FilterPruningController (class in nncf.torch.pruning.filter_pruning.algo) FilterPruningStatistics (class in nncf.common.pruning.statistics) force_build_cpu_extensions() (in module nncf.torch) force_build_cuda_extensions() (in module nncf.torch) forward_nncf_trace() (in module nncf.torch)

FP8QuantizationParameters (class in nncf.quantization.advanced_parameters) FP8Type (class in nncf.quantization.advanced_parameters) freeze() (nncf.torch.sparsity.const.algo.ConstSparsityController method) (nncf.torch.sparsity.magnitude.algo.MagnitudeSparsityController method) (nncf.torch.sparsity.rb.algo.RBSparsityController method) from_dict() (nncf.NNCFConfig class method) from_json() (nncf.NNCFConfig class method)

G

get_batch_size() (nncf.Dataset method) get_compression_state() (nncf.api.compression.CompressionAlgorithmController method) (nncf.common.compression.BaseCompressionAlgorithmController method) get_data() (nncf.Dataset method) get_inference_data() (nncf.Dataset method) get_length() (nncf.Dataset method) get_mask() (nncf.torch.pruning.filter_pruning.algo.FilterPruningController static method)

get_redefinable_global_param_value_for_algo() (nncf.NNCFConfig method) get_state() (nncf.api.compression.CompressionAlgorithmBuilder method) (nncf.api.compression.CompressionAlgorithmController method) (nncf.api.compression.CompressionLoss method) (nncf.api.compression.CompressionScheduler method) (nncf.common.compression.BaseCompressionAlgorithmController method) get_transformation_layout() (nncf.api.compression.CompressionAlgorithmBuilder method)

I

IgnoredScope (class in nncf) init_precision() (nncf.torch.quantization.algo.QuantizationController method)

init_range() (nncf.torch.quantization.algo.QuantizationController method) initialize() (nncf.api.compression.CompressionAlgorithmBuilder method)

K

KnowledgeDistillationController (class in nncf.torch.knowledge_distillation.algo)

L

LeGRInitArgs (class in nncf.torch.structures) load_state() (in module nncf.torch) (nncf.api.compression.CompressionAlgorithmBuilder method) (nncf.api.compression.CompressionAlgorithmController method) (nncf.api.compression.CompressionLoss method) (nncf.api.compression.CompressionScheduler method) (nncf.common.compression.BaseCompressionAlgorithmController method)

loss (nncf.api.compression.CompressionAlgorithmController property) (nncf.torch.knowledge_distillation.algo.KnowledgeDistillationController property) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController property) (nncf.torch.quantization.algo.QuantizationController property) (nncf.torch.sparsity.base_algo.BaseSparsityAlgoController property)

M

magnitude_sparsity (nncf.common.statistics.NNCFStatistics property) MagnitudeSparsityController (class in nncf.torch.sparsity.magnitude.algo) MagnitudeSparsityStatistics (class in nncf.common.sparsity.statistics) maximal_compression_rate (nncf.api.compression.CompressionAlgorithmController property) (nncf.common.compression.BaseCompressionAlgorithmController property) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController property) model (nncf.api.compression.CompressionAlgorithmController property) ModelEvaluationArgs (class in nncf.config.structures) ModelType (class in nncf) module nncf nncf.api nncf.api.compression nncf.api.statistics nncf.common nncf.common.accuracy_aware_training nncf.common.accuracy_aware_training.runner nncf.common.accuracy_aware_training.runner_factory nncf.common.accuracy_aware_training.statistics nncf.common.accuracy_aware_training.training_loop nncf.common.collector nncf.common.composite_compression nncf.common.compression nncf.common.deprecation nncf.common.engine nncf.common.exporter nncf.common.factory nncf.common.graph nncf.common.graph.definitions nncf.common.graph.graph nncf.common.graph.graph_matching nncf.common.graph.layer_attributes nncf.common.graph.model_transformer nncf.common.graph.operator_metatypes nncf.common.graph.patterns nncf.common.graph.patterns.manager nncf.common.graph.patterns.patterns nncf.common.graph.transformations nncf.common.graph.transformations.command_creation nncf.common.graph.transformations.commands nncf.common.graph.transformations.layout nncf.common.graph.utils nncf.common.hardware nncf.common.hardware.config nncf.common.hardware.opset nncf.common.hook_handle nncf.common.initialization nncf.common.initialization.batchnorm_adaptation nncf.common.initialization.dataloader nncf.common.insertion_point_graph nncf.common.logging nncf.common.logging.logger nncf.common.logging.progress_bar nncf.common.logging.track_progress nncf.common.plotting nncf.common.pruning nncf.common.pruning.clusterization nncf.common.pruning.mask_propagation nncf.common.pruning.model_analysis nncf.common.pruning.node_selector nncf.common.pruning.operations nncf.common.pruning.schedulers nncf.common.pruning.shape_pruning_processor nncf.common.pruning.statistics nncf.common.pruning.structs nncf.common.pruning.symbolic_mask nncf.common.pruning.tensor_processor nncf.common.pruning.utils nncf.common.pruning.weights_flops_calculator nncf.common.quantization nncf.common.quantization.collectors nncf.common.quantization.config_assignment nncf.common.quantization.initialization nncf.common.quantization.initialization.range nncf.common.quantization.quantizer_propagation nncf.common.quantization.quantizer_propagation.graph nncf.common.quantization.quantizer_propagation.grouping nncf.common.quantization.quantizer_propagation.solver nncf.common.quantization.quantizer_propagation.structs nncf.common.quantization.quantizer_propagation.visualizer nncf.common.quantization.quantizer_removal nncf.common.quantization.quantizer_setup nncf.common.quantization.quantizers nncf.common.quantization.statistics nncf.common.quantization.structs nncf.common.schedulers nncf.common.scopes nncf.common.sparsity nncf.common.sparsity.collector nncf.common.sparsity.controller nncf.common.sparsity.schedulers nncf.common.sparsity.statistics nncf.common.stateful_classes_registry nncf.common.statistics nncf.common.strip nncf.common.tensor nncf.common.tensor_statistics nncf.common.tensor_statistics.aggregator nncf.common.tensor_statistics.collectors nncf.common.tensor_statistics.reduction nncf.common.tensor_statistics.statistic_point nncf.common.tensor_statistics.statistics nncf.common.utils nncf.common.utils.api_marker nncf.common.utils.backend nncf.common.utils.debug nncf.common.utils.decorators nncf.common.utils.dot_file_rw nncf.common.utils.helpers nncf.common.utils.logger nncf.common.utils.os nncf.common.utils.patcher nncf.common.utils.registry nncf.common.utils.tensorboard nncf.common.utils.timer nncf.config nncf.config.config nncf.config.definitions nncf.config.extractors nncf.config.schema nncf.config.schemata nncf.config.schemata.accuracy_aware nncf.config.schemata.algo nncf.config.schemata.algo.const_sparsity nncf.config.schemata.algo.filter_pruning nncf.config.schemata.algo.knowledge_distillation nncf.config.schemata.algo.magnitude_sparsity nncf.config.schemata.algo.quantization nncf.config.schemata.algo.rb_sparsity nncf.config.schemata.basic nncf.config.schemata.common nncf.config.schemata.common.compression nncf.config.schemata.common.initialization nncf.config.schemata.common.sparsity nncf.config.schemata.common.targeting nncf.config.schemata.defaults nncf.config.schemata.experimental_schema nncf.config.structures nncf.config.telemetry_extractors nncf.config.utils nncf.data nncf.data.dataset nncf.definitions nncf.errors nncf.experimental nncf.experimental.common nncf.experimental.common.graph nncf.experimental.common.graph.netron nncf.experimental.common.pruning nncf.experimental.common.pruning.block_hierarchy nncf.experimental.common.pruning.nodes_grouping nncf.experimental.common.pruning.operations nncf.experimental.common.pruning.propagation_data nncf.experimental.common.tensor_statistics nncf.experimental.common.tensor_statistics.collectors nncf.experimental.common.tensor_statistics.statistical_functions nncf.experimental.tensor nncf.experimental.tensor.definitions nncf.experimental.tensor.functions nncf.experimental.tensor.functions.dispatcher nncf.experimental.tensor.functions.linalg nncf.experimental.tensor.functions.numeric nncf.experimental.tensor.functions.numpy_linalg nncf.experimental.tensor.functions.numpy_numeric nncf.experimental.tensor.functions.torch_linalg nncf.experimental.tensor.functions.torch_numeric nncf.experimental.tensor.tensor nncf.experimental.tensorflow nncf.experimental.tensorflow.context nncf.experimental.tensorflow.graph nncf.experimental.tensorflow.graph.argprovider nncf.experimental.tensorflow.graph.converter nncf.experimental.tensorflow.graph.model_transformer nncf.experimental.tensorflow.graph.node_attributes nncf.experimental.tensorflow.graph.transformations nncf.experimental.tensorflow.graph.transformations.commands nncf.experimental.tensorflow.graph.transformations.layout nncf.experimental.tensorflow.nncf_network nncf.experimental.tensorflow.patch_tf nncf.experimental.tensorflow.quantization nncf.experimental.tensorflow.quantization.algorithm nncf.experimental.tensorflow.quantization.init_range nncf.experimental.tensorflow.quantization.quantizers nncf.experimental.tensorflow.scope nncf.experimental.torch nncf.experimental.torch.nas nncf.experimental.torch.nas.bootstrapNAS nncf.experimental.torch.nas.bootstrapNAS.elasticity nncf.experimental.torch.nas.bootstrapNAS.elasticity.base_handler nncf.experimental.torch.nas.bootstrapNAS.elasticity.elastic_depth nncf.experimental.torch.nas.bootstrapNAS.elasticity.elastic_kernel nncf.experimental.torch.nas.bootstrapNAS.elasticity.elastic_width nncf.experimental.torch.nas.bootstrapNAS.elasticity.elasticity_builder nncf.experimental.torch.nas.bootstrapNAS.elasticity.elasticity_controller nncf.experimental.torch.nas.bootstrapNAS.elasticity.elasticity_dim nncf.experimental.torch.nas.bootstrapNAS.elasticity.filter_reorder nncf.experimental.torch.nas.bootstrapNAS.elasticity.multi_elasticity_handler nncf.experimental.torch.nas.bootstrapNAS.elasticity.visualization nncf.experimental.torch.nas.bootstrapNAS.search nncf.experimental.torch.nas.bootstrapNAS.search.evaluator nncf.experimental.torch.nas.bootstrapNAS.search.evaluator_handler nncf.experimental.torch.nas.bootstrapNAS.search.search nncf.experimental.torch.nas.bootstrapNAS.search.supernet nncf.experimental.torch.nas.bootstrapNAS.training nncf.experimental.torch.nas.bootstrapNAS.training.base_training nncf.experimental.torch.nas.bootstrapNAS.training.lr_scheduler nncf.experimental.torch.nas.bootstrapNAS.training.model_creator_helpers nncf.experimental.torch.nas.bootstrapNAS.training.progressive_shrinking_builder nncf.experimental.torch.nas.bootstrapNAS.training.progressive_shrinking_controller nncf.experimental.torch.nas.bootstrapNAS.training.scheduler nncf.experimental.torch.nas.bootstrapNAS.training.stage_descriptor nncf.experimental.torch.nas.bootstrapNAS.training.training_algorithm nncf.experimental.torch.pruning nncf.experimental.torch.pruning.operations nncf.experimental.torch.replace_custom_modules nncf.experimental.torch.replace_custom_modules.timm_custom_modules nncf.experimental.torch.search_building_blocks nncf.experimental.torch.search_building_blocks.search_blocks nncf.experimental.torch.search_building_blocks.search_graph nncf.experimental.torch.sparsity nncf.experimental.torch.sparsity.movement nncf.experimental.torch.sparsity.movement.algo nncf.experimental.torch.sparsity.movement.functions nncf.experimental.torch.sparsity.movement.layers nncf.experimental.torch.sparsity.movement.loss nncf.experimental.torch.sparsity.movement.scheduler nncf.experimental.torch.sparsity.movement.structured_mask_handler nncf.onnx nncf.onnx.engine nncf.onnx.graph nncf.onnx.graph.metatypes nncf.onnx.graph.metatypes.groups nncf.onnx.graph.metatypes.onnx_metatypes nncf.onnx.graph.model_transformer nncf.onnx.graph.model_utils nncf.onnx.graph.nncf_graph_builder nncf.onnx.graph.node_utils nncf.onnx.graph.onnx_helper nncf.onnx.graph.transformations nncf.onnx.graph.transformations.command_creation nncf.onnx.graph.transformations.commands nncf.onnx.hardware nncf.onnx.hardware.config nncf.onnx.hardware.fused_patterns nncf.onnx.quantization nncf.onnx.quantization.default_quantization nncf.onnx.quantization.ignored_patterns nncf.onnx.quantization.quantize_model nncf.onnx.quantization.quantizer_parameters nncf.onnx.statistics nncf.onnx.statistics.aggregator nncf.onnx.statistics.collectors nncf.onnx.statistics.statistics nncf.onnx.tensor nncf.openvino nncf.openvino.engine nncf.openvino.graph nncf.openvino.graph.layer_attributes nncf.openvino.graph.layout nncf.openvino.graph.metatypes nncf.openvino.graph.metatypes.groups nncf.openvino.graph.metatypes.openvino_metatypes nncf.openvino.graph.model_transformer nncf.openvino.graph.model_utils nncf.openvino.graph.nncf_graph_builder nncf.openvino.graph.node_utils nncf.openvino.graph.transformations nncf.openvino.graph.transformations.command_creation nncf.openvino.graph.transformations.commands nncf.openvino.hardware nncf.openvino.hardware.config nncf.openvino.hardware.fused_patterns nncf.openvino.quantization nncf.openvino.quantization.backend_parameters nncf.openvino.quantization.default_quantization nncf.openvino.quantization.ignored_patterns nncf.openvino.quantization.quantize_ifmodel nncf.openvino.quantization.quantize_model nncf.openvino.rt_info nncf.openvino.statistics nncf.openvino.statistics.aggregator nncf.openvino.statistics.collectors nncf.openvino.statistics.statistics nncf.openvino.tensor nncf.parameters nncf.quantization nncf.quantization.advanced_parameters nncf.quantization.algorithms nncf.quantization.algorithms.accuracy_control nncf.quantization.algorithms.accuracy_control.algorithm nncf.quantization.algorithms.accuracy_control.backend nncf.quantization.algorithms.accuracy_control.evaluator nncf.quantization.algorithms.accuracy_control.onnx_backend nncf.quantization.algorithms.accuracy_control.openvino_backend nncf.quantization.algorithms.accuracy_control.rank_functions nncf.quantization.algorithms.accuracy_control.ranker nncf.quantization.algorithms.accuracy_control.subset_selection nncf.quantization.algorithms.algorithm nncf.quantization.algorithms.bias_correction nncf.quantization.algorithms.bias_correction.algorithm nncf.quantization.algorithms.bias_correction.backend nncf.quantization.algorithms.bias_correction.onnx_backend nncf.quantization.algorithms.bias_correction.openvino_backend nncf.quantization.algorithms.channel_alignment nncf.quantization.algorithms.channel_alignment.algorithm nncf.quantization.algorithms.channel_alignment.backend nncf.quantization.algorithms.channel_alignment.openvino_backend nncf.quantization.algorithms.fast_bias_correction nncf.quantization.algorithms.fast_bias_correction.algorithm nncf.quantization.algorithms.fast_bias_correction.backend nncf.quantization.algorithms.fast_bias_correction.onnx_backend nncf.quantization.algorithms.fast_bias_correction.openvino_backend nncf.quantization.algorithms.fast_bias_correction.torch_backend nncf.quantization.algorithms.hyperparameter_tuner nncf.quantization.algorithms.hyperparameter_tuner.algorithm nncf.quantization.algorithms.hyperparameter_tuner.param_grid nncf.quantization.algorithms.min_max nncf.quantization.algorithms.min_max.algorithm nncf.quantization.algorithms.min_max.backend nncf.quantization.algorithms.min_max.onnx_backend nncf.quantization.algorithms.min_max.openvino_backend nncf.quantization.algorithms.min_max.torch_backend nncf.quantization.algorithms.pipeline nncf.quantization.algorithms.post_training nncf.quantization.algorithms.post_training.algorithm nncf.quantization.algorithms.post_training.pipeline nncf.quantization.algorithms.smooth_quant nncf.quantization.algorithms.smooth_quant.algorithm nncf.quantization.algorithms.smooth_quant.backend nncf.quantization.algorithms.smooth_quant.openvino_backend nncf.quantization.algorithms.smooth_quant.torch_backend nncf.quantization.algorithms.weight_compression nncf.quantization.algorithms.weight_compression.algorithm nncf.quantization.algorithms.weight_compression.awq nncf.quantization.algorithms.weight_compression.awq_patterns nncf.quantization.algorithms.weight_compression.backend nncf.quantization.algorithms.weight_compression.config nncf.quantization.algorithms.weight_compression.mixed_precision nncf.quantization.algorithms.weight_compression.openvino_backend nncf.quantization.algorithms.weight_compression.scale_estimation nncf.quantization.algorithms.weight_compression.torch_backend nncf.quantization.algorithms.weight_compression.weight_lowering nncf.quantization.fake_quantize nncf.quantization.passes nncf.quantization.quantize_model nncf.quantization.range_estimator nncf.quantization.telemetry_extractors nncf.scopes nncf.telemetry nncf.telemetry.decorator nncf.telemetry.events nncf.telemetry.extractors nncf.telemetry.wrapper nncf.tensorflow nncf.tensorflow.accuracy_aware_training nncf.tensorflow.accuracy_aware_training.keras_model_utils nncf.tensorflow.accuracy_aware_training.runner nncf.tensorflow.algorithm_selector nncf.tensorflow.api nncf.tensorflow.api.composite_compression nncf.tensorflow.api.compression nncf.tensorflow.batchnorm_adaptation nncf.tensorflow.callbacks nncf.tensorflow.callbacks.checkpoint_callback nncf.tensorflow.callbacks.statistics_callback nncf.tensorflow.exporter nncf.tensorflow.functions nncf.tensorflow.graph nncf.tensorflow.graph.converter nncf.tensorflow.graph.metatypes nncf.tensorflow.graph.metatypes.common nncf.tensorflow.graph.metatypes.keras_layers nncf.tensorflow.graph.metatypes.matcher nncf.tensorflow.graph.metatypes.tf_ops nncf.tensorflow.graph.model_transformer nncf.tensorflow.graph.pattern_operations nncf.tensorflow.graph.patterns nncf.tensorflow.graph.transformations nncf.tensorflow.graph.transformations.commands nncf.tensorflow.graph.transformations.layout nncf.tensorflow.graph.utils nncf.tensorflow.hardware nncf.tensorflow.hardware.config nncf.tensorflow.hardware.fused_patterns nncf.tensorflow.helpers nncf.tensorflow.helpers.callback_creation nncf.tensorflow.helpers.model_creation nncf.tensorflow.helpers.model_manager nncf.tensorflow.helpers.utils nncf.tensorflow.initialization nncf.tensorflow.layers nncf.tensorflow.layers.custom_objects nncf.tensorflow.layers.data_layout nncf.tensorflow.layers.operation nncf.tensorflow.layers.wrapper nncf.tensorflow.loss nncf.tensorflow.pruning nncf.tensorflow.pruning.base_algorithm nncf.tensorflow.pruning.callbacks nncf.tensorflow.pruning.filter_pruning nncf.tensorflow.pruning.filter_pruning.algorithm nncf.tensorflow.pruning.filter_pruning.functions nncf.tensorflow.pruning.operations nncf.tensorflow.pruning.tensor_processor nncf.tensorflow.pruning.utils nncf.tensorflow.quantization nncf.tensorflow.quantization.algorithm nncf.tensorflow.quantization.collectors nncf.tensorflow.quantization.default_quantization nncf.tensorflow.quantization.functions nncf.tensorflow.quantization.init_range nncf.tensorflow.quantization.layers nncf.tensorflow.quantization.quantize_model nncf.tensorflow.quantization.quantizers nncf.tensorflow.quantization.utils nncf.tensorflow.sparsity nncf.tensorflow.sparsity.base_algorithm nncf.tensorflow.sparsity.callbacks nncf.tensorflow.sparsity.collector nncf.tensorflow.sparsity.magnitude nncf.tensorflow.sparsity.magnitude.algorithm nncf.tensorflow.sparsity.magnitude.functions nncf.tensorflow.sparsity.magnitude.operation nncf.tensorflow.sparsity.rb nncf.tensorflow.sparsity.rb.algorithm nncf.tensorflow.sparsity.rb.functions nncf.tensorflow.sparsity.rb.loss nncf.tensorflow.sparsity.rb.operation nncf.tensorflow.sparsity.utils nncf.tensorflow.tensor nncf.tensorflow.tensor_statistics nncf.tensorflow.tensor_statistics.collectors nncf.tensorflow.tensor_statistics.reduction nncf.tensorflow.tensor_statistics.statistics nncf.tensorflow.tf_internals nncf.tensorflow.utils nncf.tensorflow.utils.node nncf.tensorflow.utils.scopes_handle nncf.tensorflow.utils.state nncf.torch nncf.torch.accuracy_aware_training nncf.torch.accuracy_aware_training.runner nncf.torch.accuracy_aware_training.utils nncf.torch.algo_selector nncf.torch.automl nncf.torch.automl.agent nncf.torch.automl.agent.ddpg nncf.torch.automl.agent.ddpg.ddpg nncf.torch.automl.agent.ddpg.memory nncf.torch.automl.environment nncf.torch.automl.environment.quantization_env nncf.torch.batchnorm_adaptation nncf.torch.checkpoint_loading nncf.torch.composite_compression nncf.torch.compression_method_api nncf.torch.debug nncf.torch.dynamic_graph nncf.torch.dynamic_graph.context nncf.torch.dynamic_graph.graph nncf.torch.dynamic_graph.graph_tracer nncf.torch.dynamic_graph.io_handling nncf.torch.dynamic_graph.layer_attributes_handlers nncf.torch.dynamic_graph.op_input_processing nncf.torch.dynamic_graph.operation_address nncf.torch.dynamic_graph.patch_pytorch nncf.torch.dynamic_graph.scope nncf.torch.dynamic_graph.scope_access nncf.torch.dynamic_graph.structs nncf.torch.dynamic_graph.trace_functions nncf.torch.dynamic_graph.trace_tensor nncf.torch.dynamic_graph.wrappers nncf.torch.engine nncf.torch.exporter nncf.torch.extensions nncf.torch.external_hook nncf.torch.extractor nncf.torch.functions nncf.torch.graph nncf.torch.graph.graph nncf.torch.graph.graph_builder nncf.torch.graph.operator_metatypes nncf.torch.graph.pattern_operations nncf.torch.graph.transformations nncf.torch.graph.transformations.command_creation nncf.torch.graph.transformations.commands nncf.torch.graph.transformations.layout nncf.torch.hardware nncf.torch.hardware.config nncf.torch.hardware.fused_patterns nncf.torch.initialization nncf.torch.knowledge_distillation nncf.torch.knowledge_distillation.algo nncf.torch.knowledge_distillation.knowledge_distillation_handler nncf.torch.knowledge_distillation.knowledge_distillation_loss nncf.torch.layer_utils nncf.torch.layers nncf.torch.model_creation nncf.torch.model_graph_manager nncf.torch.model_transformer nncf.torch.module_operations nncf.torch.nested_objects_traversal nncf.torch.nncf_module_replacement nncf.torch.nncf_network nncf.torch.pruning nncf.torch.pruning.base_algo nncf.torch.pruning.export_utils nncf.torch.pruning.filter_pruning nncf.torch.pruning.filter_pruning.algo nncf.torch.pruning.filter_pruning.functions nncf.torch.pruning.filter_pruning.global_ranking nncf.torch.pruning.filter_pruning.global_ranking.evolutionary_optimization nncf.torch.pruning.filter_pruning.global_ranking.legr nncf.torch.pruning.filter_pruning.layers nncf.torch.pruning.operations nncf.torch.pruning.structs nncf.torch.pruning.tensor_processor nncf.torch.pruning.utils nncf.torch.quantization nncf.torch.quantization.adjust_padding nncf.torch.quantization.algo nncf.torch.quantization.base_ctrl nncf.torch.quantization.debug_interface nncf.torch.quantization.default_quantization nncf.torch.quantization.extensions nncf.torch.quantization.external_quantizer nncf.torch.quantization.hessian_trace nncf.torch.quantization.ignored_patterns nncf.torch.quantization.init_precision nncf.torch.quantization.init_range nncf.torch.quantization.layers nncf.torch.quantization.metrics nncf.torch.quantization.precision_constraints nncf.torch.quantization.precision_init nncf.torch.quantization.precision_init.adjacent_quantizers nncf.torch.quantization.precision_init.autoq_init nncf.torch.quantization.precision_init.base_init nncf.torch.quantization.precision_init.bitwidth_graph nncf.torch.quantization.precision_init.compression_ratio nncf.torch.quantization.precision_init.definitions nncf.torch.quantization.precision_init.hawq_debug nncf.torch.quantization.precision_init.hawq_init nncf.torch.quantization.precision_init.manual_init nncf.torch.quantization.precision_init.perturbations nncf.torch.quantization.precision_init.traces_order nncf.torch.quantization.quantize_functions nncf.torch.quantization.quantize_model nncf.torch.quantization.reference nncf.torch.quantization.schedulers nncf.torch.quantization.statistics nncf.torch.quantization.strip nncf.torch.quantization.structs nncf.torch.quantization.translator nncf.torch.return_types nncf.torch.sparsity nncf.torch.sparsity.base_algo nncf.torch.sparsity.collector nncf.torch.sparsity.const nncf.torch.sparsity.const.algo nncf.torch.sparsity.functions nncf.torch.sparsity.layers nncf.torch.sparsity.magnitude nncf.torch.sparsity.magnitude.algo nncf.torch.sparsity.magnitude.functions nncf.torch.sparsity.rb nncf.torch.sparsity.rb.algo nncf.torch.sparsity.rb.functions nncf.torch.sparsity.rb.layers nncf.torch.sparsity.rb.loss nncf.torch.statistics nncf.torch.statistics.aggregator nncf.torch.strip nncf.torch.structures nncf.torch.tensor nncf.torch.tensor_statistics nncf.torch.tensor_statistics.algo nncf.torch.tensor_statistics.collectors nncf.torch.tensor_statistics.statistics nncf.torch.utils nncf.version

movement_sparsity (nncf.common.statistics.NNCFStatistics property) MovementSparsityStatistics (class in nncf.common.sparsity.statistics)

N

name (nncf.api.compression.CompressionAlgorithmBuilder property) (nncf.api.compression.CompressionAlgorithmController property) (nncf.common.compression.BaseCompressionAlgorithmController property) nncf module nncf.api module nncf.api.compression module nncf.api.statistics module nncf.common module nncf.common.accuracy_aware_training module nncf.common.accuracy_aware_training.runner module nncf.common.accuracy_aware_training.runner_factory module nncf.common.accuracy_aware_training.statistics module nncf.common.accuracy_aware_training.training_loop module nncf.common.collector module nncf.common.composite_compression module nncf.common.compression module nncf.common.deprecation module nncf.common.engine module nncf.common.exporter module nncf.common.factory module nncf.common.graph module nncf.common.graph.definitions module nncf.common.graph.graph module nncf.common.graph.graph_matching module nncf.common.graph.layer_attributes module nncf.common.graph.model_transformer module nncf.common.graph.operator_metatypes module nncf.common.graph.patterns module nncf.common.graph.patterns.manager module nncf.common.graph.patterns.patterns module nncf.common.graph.transformations module nncf.common.graph.transformations.command_creation module nncf.common.graph.transformations.commands module nncf.common.graph.transformations.layout module nncf.common.graph.utils module nncf.common.hardware module nncf.common.hardware.config module nncf.common.hardware.opset module nncf.common.hook_handle module nncf.common.initialization module nncf.common.initialization.batchnorm_adaptation module nncf.common.initialization.dataloader module nncf.common.insertion_point_graph module nncf.common.logging module nncf.common.logging.logger module nncf.common.logging.progress_bar module nncf.common.logging.track_progress module nncf.common.plotting module nncf.common.pruning module nncf.common.pruning.clusterization module nncf.common.pruning.mask_propagation module nncf.common.pruning.model_analysis module nncf.common.pruning.node_selector module nncf.common.pruning.operations module nncf.common.pruning.schedulers module nncf.common.pruning.shape_pruning_processor module nncf.common.pruning.statistics module nncf.common.pruning.structs module nncf.common.pruning.symbolic_mask module nncf.common.pruning.tensor_processor module nncf.common.pruning.utils module nncf.common.pruning.weights_flops_calculator module nncf.common.quantization module nncf.common.quantization.collectors module nncf.common.quantization.config_assignment module nncf.common.quantization.initialization module nncf.common.quantization.initialization.range module nncf.common.quantization.quantizer_propagation module nncf.common.quantization.quantizer_propagation.graph module nncf.common.quantization.quantizer_propagation.grouping module nncf.common.quantization.quantizer_propagation.solver module nncf.common.quantization.quantizer_propagation.structs module nncf.common.quantization.quantizer_propagation.visualizer module nncf.common.quantization.quantizer_removal module nncf.common.quantization.quantizer_setup module nncf.common.quantization.quantizers module nncf.common.quantization.statistics module nncf.common.quantization.structs module nncf.common.schedulers module nncf.common.scopes module nncf.common.sparsity module nncf.common.sparsity.collector module nncf.common.sparsity.controller module nncf.common.sparsity.schedulers module nncf.common.sparsity.statistics module nncf.common.stateful_classes_registry module nncf.common.statistics module nncf.common.strip module nncf.common.tensor module nncf.common.tensor_statistics module nncf.common.tensor_statistics.aggregator module nncf.common.tensor_statistics.collectors module nncf.common.tensor_statistics.reduction module nncf.common.tensor_statistics.statistic_point module nncf.common.tensor_statistics.statistics module nncf.common.utils module nncf.common.utils.api_marker module nncf.common.utils.backend module nncf.common.utils.debug module nncf.common.utils.decorators module nncf.common.utils.dot_file_rw module nncf.common.utils.helpers module nncf.common.utils.logger module nncf.common.utils.os module nncf.common.utils.patcher module nncf.common.utils.registry module nncf.common.utils.tensorboard module nncf.common.utils.timer module nncf.config module nncf.config.config module nncf.config.definitions module nncf.config.extractors module nncf.config.schema module nncf.config.schemata module nncf.config.schemata.accuracy_aware module nncf.config.schemata.algo module nncf.config.schemata.algo.const_sparsity module nncf.config.schemata.algo.filter_pruning module nncf.config.schemata.algo.knowledge_distillation module nncf.config.schemata.algo.magnitude_sparsity module nncf.config.schemata.algo.quantization module nncf.config.schemata.algo.rb_sparsity module nncf.config.schemata.basic module nncf.config.schemata.common module nncf.config.schemata.common.compression module nncf.config.schemata.common.initialization module nncf.config.schemata.common.sparsity module nncf.config.schemata.common.targeting module nncf.config.schemata.defaults module nncf.config.schemata.experimental_schema module nncf.config.structures module nncf.config.telemetry_extractors module nncf.config.utils module nncf.data module nncf.data.dataset module nncf.definitions module nncf.errors module nncf.experimental module nncf.experimental.common module nncf.experimental.common.graph module nncf.experimental.common.graph.netron module nncf.experimental.common.pruning module nncf.experimental.common.pruning.block_hierarchy module nncf.experimental.common.pruning.nodes_grouping module nncf.experimental.common.pruning.operations module nncf.experimental.common.pruning.propagation_data module nncf.experimental.common.tensor_statistics module nncf.experimental.common.tensor_statistics.collectors module nncf.experimental.common.tensor_statistics.statistical_functions module nncf.experimental.tensor module nncf.experimental.tensor.definitions module nncf.experimental.tensor.functions module nncf.experimental.tensor.functions.dispatcher module nncf.experimental.tensor.functions.linalg module nncf.experimental.tensor.functions.numeric module nncf.experimental.tensor.functions.numpy_linalg module nncf.experimental.tensor.functions.numpy_numeric module nncf.experimental.tensor.functions.torch_linalg module nncf.experimental.tensor.functions.torch_numeric module nncf.experimental.tensor.tensor module nncf.experimental.tensorflow module nncf.experimental.tensorflow.context module nncf.experimental.tensorflow.graph module nncf.experimental.tensorflow.graph.argprovider module nncf.experimental.tensorflow.graph.converter module nncf.experimental.tensorflow.graph.model_transformer module nncf.experimental.tensorflow.graph.node_attributes module nncf.experimental.tensorflow.graph.transformations module nncf.experimental.tensorflow.graph.transformations.commands module nncf.experimental.tensorflow.graph.transformations.layout module nncf.experimental.tensorflow.nncf_network module nncf.experimental.tensorflow.patch_tf module nncf.experimental.tensorflow.quantization module nncf.experimental.tensorflow.quantization.algorithm module nncf.experimental.tensorflow.quantization.init_range module nncf.experimental.tensorflow.quantization.quantizers module nncf.experimental.tensorflow.scope module nncf.experimental.torch module nncf.experimental.torch.nas module nncf.experimental.torch.nas.bootstrapNAS module nncf.experimental.torch.nas.bootstrapNAS.elasticity module nncf.experimental.torch.nas.bootstrapNAS.elasticity.base_handler module nncf.experimental.torch.nas.bootstrapNAS.elasticity.elastic_depth module nncf.experimental.torch.nas.bootstrapNAS.elasticity.elastic_kernel module nncf.experimental.torch.nas.bootstrapNAS.elasticity.elastic_width module nncf.experimental.torch.nas.bootstrapNAS.elasticity.elasticity_builder module nncf.experimental.torch.nas.bootstrapNAS.elasticity.elasticity_controller module nncf.experimental.torch.nas.bootstrapNAS.elasticity.elasticity_dim module nncf.experimental.torch.nas.bootstrapNAS.elasticity.filter_reorder module nncf.experimental.torch.nas.bootstrapNAS.elasticity.multi_elasticity_handler module nncf.experimental.torch.nas.bootstrapNAS.elasticity.visualization module nncf.experimental.torch.nas.bootstrapNAS.search module nncf.experimental.torch.nas.bootstrapNAS.search.evaluator module nncf.experimental.torch.nas.bootstrapNAS.search.evaluator_handler module nncf.experimental.torch.nas.bootstrapNAS.search.search module nncf.experimental.torch.nas.bootstrapNAS.search.supernet module nncf.experimental.torch.nas.bootstrapNAS.training module nncf.experimental.torch.nas.bootstrapNAS.training.base_training module nncf.experimental.torch.nas.bootstrapNAS.training.lr_scheduler module nncf.experimental.torch.nas.bootstrapNAS.training.model_creator_helpers module nncf.experimental.torch.nas.bootstrapNAS.training.progressive_shrinking_builder module nncf.experimental.torch.nas.bootstrapNAS.training.progressive_shrinking_controller module nncf.experimental.torch.nas.bootstrapNAS.training.scheduler module nncf.experimental.torch.nas.bootstrapNAS.training.stage_descriptor module nncf.experimental.torch.nas.bootstrapNAS.training.training_algorithm module nncf.experimental.torch.pruning module nncf.experimental.torch.pruning.operations module nncf.experimental.torch.replace_custom_modules module nncf.experimental.torch.replace_custom_modules.timm_custom_modules module nncf.experimental.torch.search_building_blocks module nncf.experimental.torch.search_building_blocks.search_blocks module nncf.experimental.torch.search_building_blocks.search_graph module nncf.experimental.torch.sparsity module nncf.experimental.torch.sparsity.movement module nncf.experimental.torch.sparsity.movement.algo module nncf.experimental.torch.sparsity.movement.functions module nncf.experimental.torch.sparsity.movement.layers module nncf.experimental.torch.sparsity.movement.loss module nncf.experimental.torch.sparsity.movement.scheduler module nncf.experimental.torch.sparsity.movement.structured_mask_handler module nncf.onnx module nncf.onnx.engine module nncf.onnx.graph module nncf.onnx.graph.metatypes module nncf.onnx.graph.metatypes.groups module nncf.onnx.graph.metatypes.onnx_metatypes module nncf.onnx.graph.model_transformer module nncf.onnx.graph.model_utils module nncf.onnx.graph.nncf_graph_builder module nncf.onnx.graph.node_utils module nncf.onnx.graph.onnx_helper module nncf.onnx.graph.transformations module nncf.onnx.graph.transformations.command_creation module nncf.onnx.graph.transformations.commands module nncf.onnx.hardware module nncf.onnx.hardware.config module nncf.onnx.hardware.fused_patterns module nncf.onnx.quantization module nncf.onnx.quantization.default_quantization module nncf.onnx.quantization.ignored_patterns module nncf.onnx.quantization.quantize_model module nncf.onnx.quantization.quantizer_parameters module nncf.onnx.statistics module nncf.onnx.statistics.aggregator module nncf.onnx.statistics.collectors module nncf.onnx.statistics.statistics module nncf.onnx.tensor module nncf.openvino module nncf.openvino.engine module nncf.openvino.graph module nncf.openvino.graph.layer_attributes module nncf.openvino.graph.layout module nncf.openvino.graph.metatypes module nncf.openvino.graph.metatypes.groups module nncf.openvino.graph.metatypes.openvino_metatypes module nncf.openvino.graph.model_transformer module nncf.openvino.graph.model_utils module nncf.openvino.graph.nncf_graph_builder module nncf.openvino.graph.node_utils module nncf.openvino.graph.transformations module nncf.openvino.graph.transformations.command_creation module nncf.openvino.graph.transformations.commands module nncf.openvino.hardware module nncf.openvino.hardware.config module nncf.openvino.hardware.fused_patterns module nncf.openvino.quantization module nncf.openvino.quantization.backend_parameters module nncf.openvino.quantization.default_quantization module nncf.openvino.quantization.ignored_patterns module nncf.openvino.quantization.quantize_ifmodel module nncf.openvino.quantization.quantize_model module nncf.openvino.rt_info module nncf.openvino.statistics module nncf.openvino.statistics.aggregator module nncf.openvino.statistics.collectors module nncf.openvino.statistics.statistics module nncf.openvino.tensor module nncf.parameters module nncf.quantization module nncf.quantization.advanced_parameters module nncf.quantization.algorithms module nncf.quantization.algorithms.accuracy_control module nncf.quantization.algorithms.accuracy_control.algorithm module nncf.quantization.algorithms.accuracy_control.backend module nncf.quantization.algorithms.accuracy_control.evaluator module nncf.quantization.algorithms.accuracy_control.onnx_backend module nncf.quantization.algorithms.accuracy_control.openvino_backend module nncf.quantization.algorithms.accuracy_control.rank_functions module

nncf.quantization.algorithms.accuracy_control.ranker module nncf.quantization.algorithms.accuracy_control.subset_selection module nncf.quantization.algorithms.algorithm module nncf.quantization.algorithms.bias_correction module nncf.quantization.algorithms.bias_correction.algorithm module nncf.quantization.algorithms.bias_correction.backend module nncf.quantization.algorithms.bias_correction.onnx_backend module nncf.quantization.algorithms.bias_correction.openvino_backend module nncf.quantization.algorithms.channel_alignment module nncf.quantization.algorithms.channel_alignment.algorithm module nncf.quantization.algorithms.channel_alignment.backend module nncf.quantization.algorithms.channel_alignment.openvino_backend module nncf.quantization.algorithms.fast_bias_correction module nncf.quantization.algorithms.fast_bias_correction.algorithm module nncf.quantization.algorithms.fast_bias_correction.backend module nncf.quantization.algorithms.fast_bias_correction.onnx_backend module nncf.quantization.algorithms.fast_bias_correction.openvino_backend module nncf.quantization.algorithms.fast_bias_correction.torch_backend module nncf.quantization.algorithms.hyperparameter_tuner module nncf.quantization.algorithms.hyperparameter_tuner.algorithm module nncf.quantization.algorithms.hyperparameter_tuner.param_grid module nncf.quantization.algorithms.min_max module nncf.quantization.algorithms.min_max.algorithm module nncf.quantization.algorithms.min_max.backend module nncf.quantization.algorithms.min_max.onnx_backend module nncf.quantization.algorithms.min_max.openvino_backend module nncf.quantization.algorithms.min_max.torch_backend module nncf.quantization.algorithms.pipeline module nncf.quantization.algorithms.post_training module nncf.quantization.algorithms.post_training.algorithm module nncf.quantization.algorithms.post_training.pipeline module nncf.quantization.algorithms.smooth_quant module nncf.quantization.algorithms.smooth_quant.algorithm module nncf.quantization.algorithms.smooth_quant.backend module nncf.quantization.algorithms.smooth_quant.openvino_backend module nncf.quantization.algorithms.smooth_quant.torch_backend module nncf.quantization.algorithms.weight_compression module nncf.quantization.algorithms.weight_compression.algorithm module nncf.quantization.algorithms.weight_compression.awq module nncf.quantization.algorithms.weight_compression.awq_patterns module nncf.quantization.algorithms.weight_compression.backend module nncf.quantization.algorithms.weight_compression.config module nncf.quantization.algorithms.weight_compression.mixed_precision module nncf.quantization.algorithms.weight_compression.openvino_backend module nncf.quantization.algorithms.weight_compression.scale_estimation module nncf.quantization.algorithms.weight_compression.torch_backend module nncf.quantization.algorithms.weight_compression.weight_lowering module nncf.quantization.fake_quantize module nncf.quantization.passes module nncf.quantization.quantize_model module nncf.quantization.range_estimator module nncf.quantization.telemetry_extractors module nncf.scopes module nncf.telemetry module nncf.telemetry.decorator module nncf.telemetry.events module nncf.telemetry.extractors module nncf.telemetry.wrapper module nncf.tensorflow module nncf.tensorflow.accuracy_aware_training module nncf.tensorflow.accuracy_aware_training.keras_model_utils module nncf.tensorflow.accuracy_aware_training.runner module nncf.tensorflow.algorithm_selector module nncf.tensorflow.api module nncf.tensorflow.api.composite_compression module nncf.tensorflow.api.compression module nncf.tensorflow.batchnorm_adaptation module nncf.tensorflow.callbacks module nncf.tensorflow.callbacks.checkpoint_callback module nncf.tensorflow.callbacks.statistics_callback module nncf.tensorflow.exporter module nncf.tensorflow.functions module nncf.tensorflow.graph module nncf.tensorflow.graph.converter module nncf.tensorflow.graph.metatypes module nncf.tensorflow.graph.metatypes.common module nncf.tensorflow.graph.metatypes.keras_layers module nncf.tensorflow.graph.metatypes.matcher module nncf.tensorflow.graph.metatypes.tf_ops module nncf.tensorflow.graph.model_transformer module nncf.tensorflow.graph.pattern_operations module nncf.tensorflow.graph.patterns module nncf.tensorflow.graph.transformations module nncf.tensorflow.graph.transformations.commands module nncf.tensorflow.graph.transformations.layout module nncf.tensorflow.graph.utils module nncf.tensorflow.hardware module nncf.tensorflow.hardware.config module nncf.tensorflow.hardware.fused_patterns module nncf.tensorflow.helpers module nncf.tensorflow.helpers.callback_creation module nncf.tensorflow.helpers.model_creation module nncf.tensorflow.helpers.model_manager module nncf.tensorflow.helpers.utils module nncf.tensorflow.initialization module nncf.tensorflow.layers module nncf.tensorflow.layers.custom_objects module nncf.tensorflow.layers.data_layout module nncf.tensorflow.layers.operation module nncf.tensorflow.layers.wrapper module nncf.tensorflow.loss module nncf.tensorflow.pruning module nncf.tensorflow.pruning.base_algorithm module nncf.tensorflow.pruning.callbacks module nncf.tensorflow.pruning.filter_pruning module nncf.tensorflow.pruning.filter_pruning.algorithm module nncf.tensorflow.pruning.filter_pruning.functions module nncf.tensorflow.pruning.operations module nncf.tensorflow.pruning.tensor_processor module nncf.tensorflow.pruning.utils module nncf.tensorflow.quantization module nncf.tensorflow.quantization.algorithm module nncf.tensorflow.quantization.collectors module nncf.tensorflow.quantization.default_quantization module nncf.tensorflow.quantization.functions module nncf.tensorflow.quantization.init_range module nncf.tensorflow.quantization.layers module nncf.tensorflow.quantization.quantize_model module nncf.tensorflow.quantization.quantizers module nncf.tensorflow.quantization.utils module nncf.tensorflow.sparsity module nncf.tensorflow.sparsity.base_algorithm module nncf.tensorflow.sparsity.callbacks module nncf.tensorflow.sparsity.collector module nncf.tensorflow.sparsity.magnitude module nncf.tensorflow.sparsity.magnitude.algorithm module nncf.tensorflow.sparsity.magnitude.functions module nncf.tensorflow.sparsity.magnitude.operation module nncf.tensorflow.sparsity.rb module nncf.tensorflow.sparsity.rb.algorithm module nncf.tensorflow.sparsity.rb.functions module nncf.tensorflow.sparsity.rb.loss module nncf.tensorflow.sparsity.rb.operation module nncf.tensorflow.sparsity.utils module nncf.tensorflow.tensor module nncf.tensorflow.tensor_statistics module nncf.tensorflow.tensor_statistics.collectors module nncf.tensorflow.tensor_statistics.reduction module nncf.tensorflow.tensor_statistics.statistics module nncf.tensorflow.tf_internals module nncf.tensorflow.utils module nncf.tensorflow.utils.node module nncf.tensorflow.utils.scopes_handle module nncf.tensorflow.utils.state module nncf.torch module nncf.torch.accuracy_aware_training module nncf.torch.accuracy_aware_training.runner module nncf.torch.accuracy_aware_training.utils module nncf.torch.algo_selector module nncf.torch.automl module nncf.torch.automl.agent module nncf.torch.automl.agent.ddpg module nncf.torch.automl.agent.ddpg.ddpg module nncf.torch.automl.agent.ddpg.memory module nncf.torch.automl.environment module nncf.torch.automl.environment.quantization_env module nncf.torch.batchnorm_adaptation module nncf.torch.checkpoint_loading module nncf.torch.composite_compression module nncf.torch.compression_method_api module nncf.torch.debug module nncf.torch.dynamic_graph module nncf.torch.dynamic_graph.context module nncf.torch.dynamic_graph.graph module nncf.torch.dynamic_graph.graph_tracer module nncf.torch.dynamic_graph.io_handling module nncf.torch.dynamic_graph.layer_attributes_handlers module nncf.torch.dynamic_graph.op_input_processing module nncf.torch.dynamic_graph.operation_address module nncf.torch.dynamic_graph.patch_pytorch module nncf.torch.dynamic_graph.scope module nncf.torch.dynamic_graph.scope_access module nncf.torch.dynamic_graph.structs module nncf.torch.dynamic_graph.trace_functions module nncf.torch.dynamic_graph.trace_tensor module nncf.torch.dynamic_graph.wrappers module nncf.torch.engine module nncf.torch.exporter module nncf.torch.extensions module nncf.torch.external_hook module nncf.torch.extractor module nncf.torch.functions module nncf.torch.graph module nncf.torch.graph.graph module nncf.torch.graph.graph_builder module nncf.torch.graph.operator_metatypes module nncf.torch.graph.pattern_operations module nncf.torch.graph.transformations module nncf.torch.graph.transformations.command_creation module nncf.torch.graph.transformations.commands module nncf.torch.graph.transformations.layout module nncf.torch.hardware module nncf.torch.hardware.config module nncf.torch.hardware.fused_patterns module nncf.torch.initialization module nncf.torch.knowledge_distillation module nncf.torch.knowledge_distillation.algo module nncf.torch.knowledge_distillation.knowledge_distillation_handler module nncf.torch.knowledge_distillation.knowledge_distillation_loss module nncf.torch.layer_utils module nncf.torch.layers module nncf.torch.model_creation module nncf.torch.model_graph_manager module nncf.torch.model_transformer module nncf.torch.module_operations module nncf.torch.nested_objects_traversal module nncf.torch.nncf_module_replacement module nncf.torch.nncf_network module nncf.torch.pruning module nncf.torch.pruning.base_algo module nncf.torch.pruning.export_utils module nncf.torch.pruning.filter_pruning module nncf.torch.pruning.filter_pruning.algo module nncf.torch.pruning.filter_pruning.functions module nncf.torch.pruning.filter_pruning.global_ranking module nncf.torch.pruning.filter_pruning.global_ranking.evolutionary_optimization module nncf.torch.pruning.filter_pruning.global_ranking.legr module nncf.torch.pruning.filter_pruning.layers module nncf.torch.pruning.operations module nncf.torch.pruning.structs module nncf.torch.pruning.tensor_processor module nncf.torch.pruning.utils module nncf.torch.quantization module nncf.torch.quantization.adjust_padding module nncf.torch.quantization.algo module nncf.torch.quantization.base_ctrl module nncf.torch.quantization.debug_interface module nncf.torch.quantization.default_quantization module nncf.torch.quantization.extensions module nncf.torch.quantization.external_quantizer module nncf.torch.quantization.hessian_trace module nncf.torch.quantization.ignored_patterns module nncf.torch.quantization.init_precision module nncf.torch.quantization.init_range module nncf.torch.quantization.layers module nncf.torch.quantization.metrics module nncf.torch.quantization.precision_constraints module nncf.torch.quantization.precision_init module nncf.torch.quantization.precision_init.adjacent_quantizers module nncf.torch.quantization.precision_init.autoq_init module nncf.torch.quantization.precision_init.base_init module nncf.torch.quantization.precision_init.bitwidth_graph module nncf.torch.quantization.precision_init.compression_ratio module nncf.torch.quantization.precision_init.definitions module nncf.torch.quantization.precision_init.hawq_debug module nncf.torch.quantization.precision_init.hawq_init module nncf.torch.quantization.precision_init.manual_init module nncf.torch.quantization.precision_init.perturbations module nncf.torch.quantization.precision_init.traces_order module nncf.torch.quantization.quantize_functions module nncf.torch.quantization.quantize_model module nncf.torch.quantization.reference module nncf.torch.quantization.schedulers module nncf.torch.quantization.statistics module nncf.torch.quantization.strip module nncf.torch.quantization.structs module nncf.torch.quantization.translator module nncf.torch.return_types module nncf.torch.sparsity module nncf.torch.sparsity.base_algo module nncf.torch.sparsity.collector module nncf.torch.sparsity.const module nncf.torch.sparsity.const.algo module nncf.torch.sparsity.functions module nncf.torch.sparsity.layers module nncf.torch.sparsity.magnitude module nncf.torch.sparsity.magnitude.algo module nncf.torch.sparsity.magnitude.functions module nncf.torch.sparsity.rb module nncf.torch.sparsity.rb.algo module nncf.torch.sparsity.rb.functions module nncf.torch.sparsity.rb.layers module nncf.torch.sparsity.rb.loss module nncf.torch.statistics module nncf.torch.statistics.aggregator module nncf.torch.strip module nncf.torch.structures module nncf.torch.tensor module nncf.torch.tensor_statistics module nncf.torch.tensor_statistics.algo module nncf.torch.tensor_statistics.collectors module nncf.torch.tensor_statistics.statistics module nncf.torch.utils module nncf.version module nncf_model_input() (in module nncf.torch) nncf_model_output() (in module nncf.torch) NNCFConfig (class in nncf) NNCFDataLoader (class in nncf.common.initialization.dataloader) NNCFStatistics (class in nncf.common.statistics) no_nncf_trace() (in module nncf.torch)

O

OverflowFix (class in nncf)

P

prepare_for_export() (nncf.api.compression.CompressionAlgorithmController method) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController method) (nncf.torch.quantization.algo.QuantizationController method)

pruning_level (nncf.torch.pruning.filter_pruning.algo.FilterPruningController property) PruningScheduler (class in nncf.common.pruning.schedulers)

Q

quantization (nncf.common.statistics.NNCFStatistics property) QuantizationController (class in nncf.torch.quantization.algo) QuantizationMode (class in nncf) QuantizationParameters (class in nncf.quantization.advanced_parameters) QuantizationPrecisionInitArgs (class in nncf.torch.structures)

QuantizationPreset (class in nncf) QuantizationRangeInitArgs (class in nncf.config.structures) QuantizationScheme (class in nncf.common.quantization.structs) QuantizationStatistics (class in nncf.common.quantization.statistics) quantize() (in module nncf) quantize_with_accuracy_control() (in module nncf)

R

RangeEstimatorParameters (class in nncf.quantization.range_estimator) rb_sparsity (nncf.common.statistics.NNCFStatistics property) RBSparsityController (class in nncf.torch.sparsity.rb.algo) RBSparsityStatistics (class in nncf.common.sparsity.statistics) register() (nncf.common.statistics.NNCFStatistics method) register_default_init_args() (in module nncf.torch)

register_extra_structs() (nncf.NNCFConfig method) register_module() (in module nncf.torch) register_operator() (in module nncf.torch) run() (nncf.common.accuracy_aware_training.training_loop.AdaptiveCompressionTrainingLoop method) (nncf.common.accuracy_aware_training.training_loop.BaseEarlyExitCompressionTrainingLoop method) (nncf.common.accuracy_aware_training.training_loop.TrainingLoop method)

S

scheduler (nncf.api.compression.CompressionAlgorithmController property) (nncf.torch.knowledge_distillation.algo.KnowledgeDistillationController property) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController property) (nncf.torch.quantization.algo.QuantizationController property) (nncf.torch.sparsity.base_algo.BaseSparsityAlgoController property) schema() (nncf.NNCFConfig static method) SensitivityMetric (class in nncf) set_builder_state_with_name() (nncf.common.compression.BaseCompressionAlgorithmController method) set_pruning_level() (nncf.torch.pruning.filter_pruning.algo.FilterPruningController method) set_sparsity_level() (nncf.torch.sparsity.const.algo.ConstSparsityController method) (nncf.torch.sparsity.magnitude.algo.MagnitudeSparsityController method) (nncf.torch.sparsity.rb.algo.RBSparsityController method) SparsifiedLayerSummary (class in nncf.common.sparsity.statistics) SparsifiedModelStatistics (class in nncf.common.sparsity.statistics) Statistics (class in nncf.api.statistics) statistics (nncf.common.accuracy_aware_training.training_loop.BaseEarlyExitCompressionTrainingLoop property) (nncf.common.accuracy_aware_training.training_loop.TrainingLoop property)

statistics() (nncf.api.compression.CompressionAlgorithmController method) (nncf.torch.knowledge_distillation.algo.KnowledgeDistillationController method) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController method) (nncf.torch.quantization.algo.QuantizationController method) (nncf.torch.sparsity.const.algo.ConstSparsityController method) (nncf.torch.sparsity.magnitude.algo.MagnitudeSparsityController method) (nncf.torch.sparsity.rb.algo.RBSparsityController method) StatisticsCollectorParameters (class in nncf.quantization.range_estimator) StatisticsType (class in nncf.quantization.range_estimator) step() (nncf.api.compression.CompressionScheduler method) (nncf.common.pruning.schedulers.PruningScheduler method) strip() (in module nncf) (nncf.api.compression.CompressionAlgorithmController method) strip_model() (nncf.api.compression.CompressionAlgorithmController method) (nncf.torch.pruning.filter_pruning.algo.FilterPruningController method) (nncf.torch.quantization.algo.QuantizationController method) (nncf.torch.sparsity.base_algo.BaseSparsityAlgoController method) Subgraph (class in nncf)

T

TargetDevice (class in nncf) to_str() (nncf.api.statistics.Statistics method) (nncf.common.accuracy_aware_training.statistics.TrainingLoopStatistics method) (nncf.common.pruning.statistics.FilterPruningStatistics method) (nncf.common.quantization.statistics.QuantizationStatistics method) (nncf.common.sparsity.statistics.ConstSparsityStatistics method) (nncf.common.sparsity.statistics.MagnitudeSparsityStatistics method) (nncf.common.sparsity.statistics.MovementSparsityStatistics method) (nncf.common.sparsity.statistics.RBSparsityStatistics method) (nncf.common.sparsity.statistics.SparsifiedModelStatistics method) (nncf.common.statistics.NNCFStatistics method)

TrainingLoop (class in nncf.common.accuracy_aware_training.training_loop) TrainingLoopStatistics (class in nncf.common.accuracy_aware_training.statistics)