索引 A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W A ActivationAPoZRankFilterPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.iterative_pruner 中的类) ActivationAPoZRankPruner (nni.algorithms.compression.v2.pytorch.pruning 中的类) ActivationMeanRankFilterPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.iterative_pruner 中的类) ActivationMeanRankPruner (nni.algorithms.compression.v2.pytorch.pruning 中的类) add_model() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) ADMMPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.iterative_pruner 中的类) (nni.algorithms.compression.v2.pytorch.pruning 中的类) advisor (nni.experiment.config.ExperimentConfig 属性) AGPPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.iterative_pruner 中的类) (nni.algorithms.compression.v2.pytorch.pruning 中的类) algorithm_name (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) AMCPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.v2.pytorch.pruning 中的类) analysis() (nni.compression.pytorch.utils.sensitivity_analysis.SensitivityAnalysis 方法) apply() (nni.retiarii.Mutator 方法) arch (nni.nas.benchmarks.nasbench101.Nb101TrialConfig 属性) (nni.nas.benchmarks.nasbench201.Nb201TrialConfig 属性) arguments (nni.retiarii.evaluator.FunctionalEvaluator 属性) assess_trial() (nni.algorithms.hpo.curvefitting_assessor.CurvefittingAssessor 方法) (nni.algorithms.hpo.medianstop_assessor.MedianstopAssessor 方法) (nni.assessor.Assessor 方法) Assessor (nni.assessor 中的类) assessor (nni.experiment.config.ExperimentConfig 属性) AssessResult (nni.assessor 中的类) AutoActivation (nni.retiarii.nn.pytorch 中的类) AutoCompressPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.auto_compress_pruner 中的类) (nni.algorithms.compression.v2.pytorch.pruning 中的类) AVG_POOL_3X3 (nni.nas.benchmarks.nasbench201 属性) (nni.nas.benchmarks.nds.constants 属性) B Bad (nni.assessor.AssessResult 属性) base_lr (nni.nas.benchmarks.nds.NdsTrialConfig 属性) BaseModelSpeedup (nni.compression.pytorch.quantization_speedup.backend 中的类) basic_unit() (在 nni.retiarii 模块中) BatchTuner (nni.algorithms.hpo.batch_tuner 中的类) best_test_acc (nni.nas.benchmarks.nds.NdsTrialStats 属性) best_train_acc (nni.nas.benchmarks.nds.NdsTrialStats 属性) best_train_loss (nni.nas.benchmarks.nds.NdsTrialStats 属性) beta (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) bind_sampler() (nni.retiarii.Mutator 方法) BNNQuantizer (nni.algorithms.compression.pytorch.quantization 中的类) bo (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) build_dependency() (nni.compression.pytorch.utils.shape_dependency.ChannelDependency 方法) (nni.compression.pytorch.utils.shape_dependency.GroupDependency 方法) C calc_mask() (nni.algorithms.compression.pytorch.pruning.auto_compress_pruner.AutoCompressPruner 方法) (nni.algorithms.compression.pytorch.pruning.iterative_pruner.AGPPruner 方法) (nni.algorithms.compression.pytorch.pruning.lottery_ticket.LotteryTicketPruner 方法) (nni.algorithms.compression.pytorch.pruning.net_adapt_pruner.NetAdaptPruner 方法) (nni.algorithms.compression.pytorch.pruning.sensitivity_pruner.SensitivityPruner 方法) (nni.algorithms.compression.pytorch.pruning.simulated_annealing_pruner.SimulatedAnnealingPruner 方法) (nni.algorithms.compression.pytorch.pruning.structured_pruning_masker.StructuredWeightMasker 方法) (nni.algorithms.compression.pytorch.pruning.transformer_pruner.TransformerHeadPruner 方法) (nni.algorithms.compression.pytorch.pruning.weight_masker.WeightMasker 方法) (nni.compression.pytorch.compressor.Pruner 方法) Calibrator (nni.compression.pytorch.quantization_speedup.calibrator 中的类) Cell (nni.retiarii.nn.pytorch 中的类) cell (nni.retiarii.Node 属性) cell_spec (nni.nas.benchmarks.nds.NdsTrialConfig 属性) ChannelDependency (nni.compression.pytorch.utils.shape_dependency 中的类) ChannelMaskConflict (nni.compression.pytorch.utils.mask_conflict 中的类) choice() (nni.retiarii.Mutator 方法) choices (nni.retiarii.nn.pytorch.LayerChoice 属性) ChosenInputs (nni.retiarii.nn.pytorch 中的类) class_args (nni.experiment.config.AlgorithmConfig 属性) (nni.experiment.config.CustomAlgorithmConfig 属性) class_name (nni.experiment.config.CustomAlgorithmConfig 属性) Classification (nni.retiarii.evaluator.pytorch.lightning 中的类) Classification() (在 nni.retiarii.evaluator.pytorch.cgo.evaluator 模块中) code_directory (nni.experiment.config.CustomAlgorithmConfig 属性) cold_start_num (nni.algorithms.hpo.metis_tuner.MetisTuner 属性) command_queue_worker() (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) compress() (nni.algorithms.compression.pytorch.pruning.auto_compress_pruner.AutoCompressPruner 方法) (nni.algorithms.compression.pytorch.pruning.iterative_pruner.ADMMPruner 方法) (nni.algorithms.compression.pytorch.pruning.iterative_pruner.AGPPruner 方法) (nni.algorithms.compression.pytorch.pruning.iterative_pruner.IterativePruner 方法) (nni.algorithms.compression.pytorch.pruning.net_adapt_pruner.NetAdaptPruner 方法) (nni.algorithms.compression.pytorch.pruning.sensitivity_pruner.SensitivityPruner 方法) (nni.algorithms.compression.pytorch.pruning.simulated_annealing_pruner.SimulatedAnnealingPruner 方法) (nni.algorithms.compression.pytorch.pruning.transformer_pruner.TransformerHeadPruner 方法) (nni.algorithms.compression.pytorch.quantization.ObserverQuantizer 方法) (nni.compression.pytorch.compressor.Compressor 方法) (nni.compression.pytorch.compressor.Pruner 方法) (nni.compression.pytorch.quantization_speedup.backend.BaseModelSpeedup 方法) (nni.compression.pytorch.quantization_speedup.integrated_tensorrt.ModelSpeedupTensorRT 方法) Compressor (nni.compression.pytorch.compressor 中的类) compute_target (nni.experiment.config.AmlConfig 属性) compute_target_sparsity() (nni.algorithms.compression.pytorch.pruning.iterative_pruner.AGPPruner 方法) config (nni.experiment.Experiment 属性) (nni.nas.benchmarks.nasbench101.Nb101TrialStats 属性) (nni.nas.benchmarks.nasbench201.Nb201TrialStats 属性) (nni.nas.benchmarks.nds.NdsTrialStats 属性) connect() (nni.experiment.Experiment 类方法) container_name (nni.experiment.config.AzureBlobConfig 属性) container_storage_mount_point (nni.experiment.config.OpenpaiConfig 属性) CONV1X1_BN_RELU (nni.nas.benchmarks.nasbench101 属性) CONV3X3_BN_RELU (nni.nas.benchmarks.nasbench101 属性) CONV_1X1 (nni.nas.benchmarks.nasbench201 属性) (nni.nas.benchmarks.nds.constants 属性) CONV_3X1_1X3 (nni.nas.benchmarks.nds.constants 属性) CONV_3X3 (nni.nas.benchmarks.nasbench201 属性) (nni.nas.benchmarks.nds.constants 属性) CONV_7X1_1X7 (nni.nas.benchmarks.nds.constants 属性) count_flops_params() (在 nni.compression.pytorch.utils.counter 模块中) create_cfg() (nni.algorithms.compression.pytorch.pruning.sensitivity_pruner.SensitivityPruner 方法) create_fixed_module() (nni.retiarii.nn.pytorch.InputChoice 类方法) (nni.retiarii.nn.pytorch.LayerChoice 类方法) (nni.retiarii.nn.pytorch.Repeat 类方法) (nni.retiarii.nn.pytorch.ValueChoice 类方法) current_epoch (nni.nas.benchmarks.nasbench101.Nb101IntermediateStats 属性) (nni.nas.benchmarks.nasbench201.Nb201IntermediateStats 属性) (nni.nas.benchmarks.nds.NdsIntermediateStats 属性) current_sparsity() (nni.algorithms.compression.pytorch.pruning.sensitivity_pruner.SensitivityPruner 方法) CurvefittingAssessor (nni.algorithms.hpo.curvefitting_assessor 中的类) D DartsTrainer (nni.retiarii.oneshot.pytorch 中的类) dataset (nni.nas.benchmarks.nasbench201.Nb201TrialConfig 属性) (nni.nas.benchmarks.nds.NdsTrialConfig 属性) debug (nni.experiment.config.ExperimentConfig 属性) default_model_len (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) default_model_width (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) dependency_sets (nni.compression.pytorch.utils.shape_dependency.ChannelDependency property) DIL_CONV_3X3 (nni.nas.benchmarks.nds.constants 属性) DIL_CONV_5X5 (nni.nas.benchmarks.nds.constants 属性) DIL_SEP_CONV_3X3 (nni.nas.benchmarks.nds.constants 属性) docker_image (nni.experiment.config.AmlConfig 属性) (nni.experiment.config.OpenpaiConfig 属性) DoReFaQuantizer (nni.algorithms.compression.pytorch.quantization 中的类) dry_run() (nni.retiarii.Mutator 方法) dump() (在 nni 模块中) E Edge (nni.retiarii 中的类) edges (nni.retiarii.Graph 属性) EnasTrainer (nni.retiarii.oneshot.pytorch 中的类) enqueue_command() (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) evaluator (nni.retiarii.Model 属性) EvolutionTuner (nni.algorithms.hpo.evolution_tuner 中的类) Experiment (nni.experiment 中的类) experiment_name (nni.experiment.config.ExperimentConfig 属性) experiment_working_directory (nni.experiment.config.ExperimentConfig 属性) exploration_probability (nni.algorithms.hpo.metis_tuner.MetisTuner 属性) export() (nni.compression.pytorch.utils.sensitivity_analysis.SensitivityAnalysis 方法) (nni.compression.pytorch.utils.shape_dependency.ChannelDependency 方法) (nni.compression.pytorch.utils.shape_dependency.GroupDependency 方法) export_data() (nni.experiment.Experiment 方法) export_model() (nni.algorithms.compression.pytorch.pruning.auto_compress_pruner.AutoCompressPruner 方法) (nni.algorithms.compression.pytorch.quantization.BNNQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.DoReFaQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.LsqQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.ObserverQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.QAT_Quantizer 方法) (nni.compression.pytorch.compressor.Pruner 方法) (nni.compression.pytorch.compressor.Quantizer 方法) export_model_save() (nni.compression.pytorch.compressor.Quantizer 方法) export_quantized_model() (nni.compression.pytorch.quantization_speedup.backend.BaseModelSpeedup 方法) (nni.compression.pytorch.quantization_speedup.integrated_tensorrt.ModelSpeedupTensorRT 方法) export_top_models() (nni.retiarii.experiment.pytorch.RetiariiExperiment 方法) exported_directory (nni.experiment.config.NfsConfig 属性) F final_test_acc (nni.nas.benchmarks.nds.NdsTrialStats 属性) final_train_acc (nni.nas.benchmarks.nds.NdsTrialStats 属性) final_train_loss (nni.nas.benchmarks.nds.NdsTrialStats 属性) find_conv_bn_patterns() (nni.compression.pytorch.compressor.Quantizer 方法) fix_mask() (nni.compression.pytorch.utils.mask_conflict.ChannelMaskConflict 方法) (nni.compression.pytorch.utils.mask_conflict.GroupMaskConflict 方法) fixed_arch() (在 nni.retiarii 模块中) flops (nni.nas.benchmarks.nasbench201.Nb201TrialStats 属性) (nni.nas.benchmarks.nds.NdsTrialStats 属性) fold_bn() (nni.compression.pytorch.compressor.Quantizer 方法) fork() (nni.retiarii.Graph 方法) (nni.retiarii.Model 方法) forward() (nni.compression.pytorch.compressor.PrunerModuleWrapper 方法) (nni.compression.pytorch.compressor.QuantizerModuleWrapper 方法) (nni.retiarii.nn.pytorch.AutoActivation 方法) (nni.retiarii.nn.pytorch.Cell 方法) (nni.retiarii.nn.pytorch.ChosenInputs 方法) (nni.retiarii.nn.pytorch.InputChoice 方法) (nni.retiarii.nn.pytorch.LayerChoice 方法) (nni.retiarii.nn.pytorch.Repeat 方法) (nni.retiarii.nn.pytorch.ValueChoice 方法) FPGMPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.one_shot_pruner 中的类) (nni.algorithms.compression.v2.pytorch.pruning 中的类) function (nni.retiarii.evaluator.FunctionalEvaluator 属性) FunctionalEvaluator (nni.retiarii.evaluator 中的类) G generate() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) generate_multiple_parameters() (nni.algorithms.hpo.evolution_tuner.EvolutionTuner 方法) (nni.algorithms.hpo.ppo_tuner.PPOTuner 方法) (nni.tuner.Tuner 方法) generate_parameters() (nni.algorithms.hpo.batch_tuner.BatchTuner 方法) (nni.algorithms.hpo.evolution_tuner.EvolutionTuner 方法) (nni.algorithms.hpo.gp_tuner.GPTuner 方法) (nni.algorithms.hpo.gridsearch_tuner.GridSearchTuner 方法) (nni.algorithms.hpo.hyperopt_tuner.HyperoptTuner 方法) (nni.algorithms.hpo.metis_tuner.MetisTuner 方法) (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) (nni.algorithms.hpo.ppo_tuner.PPOTuner 方法) (nni.algorithms.hpo.random_tuner.RandomTuner 方法) (nni.algorithms.hpo.tpe_tuner.TpeTuner 方法) (nni.tuner.Tuner 方法) generator (nni.nas.benchmarks.nds.NdsTrialConfig 属性) get_all_experiments_metadata() (nni.experiment.Experiment 方法) get_batch() (nni.compression.pytorch.quantization_speedup.calibrator.Calibrator 方法) get_best_model_id() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) get_channel_sum() (nni.algorithms.compression.pytorch.pruning.structured_pruning_masker.StructuredWeightMasker 方法) get_current_parameter() (在 nni 模块中) get_experiment_id() (在 nni 模块中) get_experiment_metadata() (nni.experiment.Experiment 方法) get_experiment_profile() (nni.experiment.Experiment 方法) get_job_metrics() (nni.experiment.Experiment 方法) get_job_statistics() (nni.experiment.Experiment 方法) get_mask() (nni.algorithms.compression.pytorch.pruning.structured_pruning_masker.StructuredWeightMasker 方法) get_metric_value_by_id() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) get_modules_to_compress() (nni.compression.pytorch.compressor.Compressor 方法) get_modules_wrapper() (nni.compression.pytorch.compressor.Compressor 方法) get_next_parameter() (在 nni 模块中) get_node_by_id() (nni.retiarii.Graph 方法) get_node_by_name() (nni.retiarii.Graph 方法) (nni.retiarii.Model 方法) get_node_by_python_name() (nni.retiarii.Graph 方法) (nni.retiarii.Model 方法) get_nodes() (nni.retiarii.Model 方法) get_nodes_by_label() (nni.retiarii.Model 方法) get_nodes_by_type() (nni.retiarii.Graph 方法) (nni.retiarii.Model 方法) get_prune_iterations() (nni.algorithms.compression.pytorch.pruning.lottery_ticket.LotteryTicketPruner 方法) get_pruned_weights() (nni.compression.pytorch.compressor.Pruner 方法) get_sequence_id() (在 nni 模块中) get_status() (nni.experiment.Experiment 方法) get_suggestion() (nni.algorithms.hpo.hyperopt_tuner.HyperoptTuner 方法) get_trial_id() (在 nni 模块中) get_trial_job() (nni.experiment.Experiment 方法) Good (nni.assessor.AssessResult 属性) GPTuner (nni.algorithms.hpo.gp_tuner 中的类) gpu_indices (nni.experiment.config.LocalConfig 属性) (nni.experiment.config.RemoteMachineConfig 属性) grad_scale() (nni.algorithms.compression.pytorch.quantization.LsqQuantizer 静态方法) Graph (nni.retiarii 中的类) graph (nni.retiarii.Edge 属性) (nni.retiarii.Node 属性) graphs (nni.retiarii.Model 属性) GridSearch (nni.retiarii.strategy 中的类) GridSearchTuner (nni.algorithms.hpo.gridsearch_tuner 中的类) group_weight_names_by_graph() (nni.algorithms.compression.pytorch.pruning.transformer_pruner.TransformerHeadPruner 方法) group_weights_by_name() (nni.algorithms.compression.pytorch.pruning.transformer_pruner.TransformerHeadPruner 方法) GroupDependency (nni.compression.pytorch.utils.shape_dependency 中的类) GroupMaskConflict (nni.compression.pytorch.utils.mask_conflict 中的类) H handle_add_customized_trial() (nni.algorithms.hpo.hyperband_advisor.Hyperband 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) handle_import_data() (nni.algorithms.hpo.hyperband_advisor.Hyperband 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) handle_initialize() (nni.algorithms.hpo.hyperband_advisor.Hyperband 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) handle_report_metric_data() (nni.algorithms.hpo.hyperband_advisor.Hyperband 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) handle_request_trial_jobs() (nni.algorithms.hpo.hyperband_advisor.Hyperband 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) handle_trial_end() (nni.algorithms.hpo.hyperband_advisor.Hyperband 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) handle_update_search_space() (nni.algorithms.hpo.hyperband_advisor.Hyperband 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) hash (nni.nas.benchmarks.nasbench101.Nb101TrialConfig 属性) hash_module() (在 nni.nas.benchmarks.nasbench101.graph_util 模块中) head (nni.retiarii.Edge 属性) head_slot (nni.retiarii.Edge 属性) hidden_nodes (nni.retiarii.Graph 属性) history (nni.retiarii.Model 属性) host (nni.experiment.config.OpenpaiConfig 属性) (nni.experiment.config.RemoteMachineConfig 属性) Hyperband (nni.algorithms.hpo.hyperband_advisor 中的类) HyperoptTuner (nni.algorithms.hpo.hyperopt_tuner 中的类) I id (nni.retiarii.Graph 属性) (nni.retiarii.Node 属性) import_data() (nni.algorithms.hpo.batch_tuner.BatchTuner 方法) (nni.algorithms.hpo.evolution_tuner.EvolutionTuner 方法) (nni.algorithms.hpo.gp_tuner.GPTuner 方法) (nni.algorithms.hpo.gridsearch_tuner.GridSearchTuner 方法) (nni.algorithms.hpo.hyperopt_tuner.HyperoptTuner 方法) (nni.algorithms.hpo.metis_tuner.MetisTuner 方法) (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) (nni.algorithms.hpo.ppo_tuner.PPOTuner 方法) (nni.algorithms.hpo.tpe_tuner.TpeTuner 方法) (nni.tuner.Tuner 方法) incoming_edges (nni.retiarii.Node 属性) infer_num_vertices() (在 nni.nas.benchmarks.nasbench101.graph_util 模块中) inference() (nni.compression.pytorch.quantization_speedup.backend.BaseModelSpeedup 方法) (nni.compression.pytorch.quantization_speedup.integrated_tensorrt.ModelSpeedupTensorRT 方法) init_search() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) INPUT (nni.nas.benchmarks.nasbench101 属性) input_names (nni.retiarii.Graph 属性) input_node (nni.retiarii.Graph 属性) input_shape (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) InputChoice (nni.retiarii.nn.pytorch 中的类) intermediate_metrics (nni.retiarii.Model 属性) is_valid() (nni.algorithms.hpo.batch_tuner.BatchTuner 方法) iter_time (nni.nas.benchmarks.nds.NdsTrialStats 属性) IterativePruner (nni.algorithms.compression.pytorch.pruning.iterative_pruner 中的类) L L1FilterPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.one_shot_pruner 中的类) L1NormPruner (nni.algorithms.compression.v2.pytorch.pruning 中的类) L2FilterPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.one_shot_pruner 中的类) L2NormPruner (nni.algorithms.compression.v2.pytorch.pruning 中的类) label (nni.retiarii.Node 属性) latency (nni.nas.benchmarks.nasbench201.Nb201TrialStats 属性) LayerChoice (nni.retiarii.nn.pytorch 中的类) length (nni.retiarii.nn.pytorch.LayerChoice 属性) LevelPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.one_shot_pruner 中的类) (nni.algorithms.compression.tensorflow.pruning 中的类) (nni.algorithms.compression.v2.pytorch.pruning 中的类) LightningModule (nni.retiarii.evaluator.pytorch.lightning 中的类) LinearPruner (nni.algorithms.compression.v2.pytorch.pruning 中的类) list_trial_jobs() (nni.experiment.Experiment 方法) load() (在 nni 模块中) load_best_model() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) load_calibration_config() (nni.algorithms.compression.pytorch.quantization.LsqQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.QAT_Quantizer 方法) (nni.compression.pytorch.compressor.Quantizer 方法) load_checkpoint() (nni.assessor.Assessor 方法) (nni.tuner.Tuner 方法) load_model_by_id() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) load_model_state_dict() (nni.compression.pytorch.compressor.Pruner 方法) load_quantized_model() (nni.compression.pytorch.quantization_speedup.integrated_tensorrt.ModelSpeedupTensorRT 方法) load_sensitivity() (nni.algorithms.compression.pytorch.pruning.sensitivity_pruner.SensitivityPruner 方法) load_state_dict() (nni.compression.pytorch.utils.sensitivity_analysis.SensitivityAnalysis 方法) local_storage_mount_point (nni.experiment.config.OpenpaiConfig 属性) log_level (nni.experiment.config.ExperimentConfig 属性) LotteryTicketPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.lottery_ticket 中的类) (nni.algorithms.compression.v2.pytorch.pruning 中的类) LsqQuantizer (nni.algorithms.compression.pytorch.quantization 中的类) M machine_list (nni.experiment.config.RemoteConfig 属性) mask_dict (nni.compression.pytorch.compressor.Pruner 属性) max_experiment_duration (nni.experiment.config.ExperimentConfig 属性) max_model_size (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) MAX_POOL_3X3 (nni.nas.benchmarks.nds.constants 属性) MAX_POOL_5X5 (nni.nas.benchmarks.nds.constants 属性) MAX_POOL_7X7 (nni.nas.benchmarks.nds.constants 属性) max_trial_number (nni.experiment.config.ExperimentConfig 属性) max_trial_number_per_gpu (nni.experiment.config.AmlConfig 属性) (nni.experiment.config.LocalConfig 属性) (nni.experiment.config.RemoteMachineConfig 属性) MAXPOOL3X3 (nni.nas.benchmarks.nasbench101 属性) MedianstopAssessor (nni.algorithms.hpo.medianstop_assessor 中的类) merge_parameter() (在 nni.utils 模块中) MetisTuner (nni.algorithms.hpo.metis_tuner 中的类) metric (nni.retiarii.Model 属性) miscs_update_idxs_vals() (nni.algorithms.hpo.hyperopt_tuner.HyperoptTuner 方法) Model 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PPOTuner (nni.algorithms.hpo.ppo_tuner 中的类) predecessors (nni.retiarii.Node 属性) process_command_thread() (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) proposer (nni.nas.benchmarks.nds.NdsTrialConfig 属性) ProxylessTrainer (nni.retiarii.oneshot.pytorch 中的类) prune_iteration_start() (nni.algorithms.compression.pytorch.pruning.lottery_ticket.LotteryTicketPruner 方法) Pruner (nni.compression.pytorch.compressor 中的类) PrunerModuleWrapper (nni.compression.pytorch.compressor 中的类) python_class (nni.retiarii.Model 属性) python_init_params (nni.retiarii.Model 属性) python_name (nni.retiarii.Graph 属性) (nni.retiarii.Node 属性) python_path (nni.experiment.config.RemoteMachineConfig 属性) Q QAT_Quantizer (nni.algorithms.compression.pytorch.quantization 中的类) quantize_input() (nni.algorithms.compression.pytorch.quantization.LsqQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.ObserverQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.QAT_Quantizer 方法) 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query_nb101_trial_stats() (在 nni.nas.benchmarks.nasbench101 模块中) query_nb201_trial_stats() (在 nni.nas.benchmarks.nasbench201 模块中) query_nds_trial_stats() (在 nni.nas.benchmarks.nds 模块中) R Random (nni.retiarii.strategy 中的类) RandomTuner (nni.algorithms.hpo.random_tuner 中的类) read_calibration_cache() (nni.compression.pytorch.quantization_speedup.calibrator.Calibrator 方法) receive_trial_result() (nni.algorithms.hpo.batch_tuner.BatchTuner 方法) (nni.algorithms.hpo.evolution_tuner.EvolutionTuner 方法) (nni.algorithms.hpo.gp_tuner.GPTuner 方法) (nni.algorithms.hpo.gridsearch_tuner.GridSearchTuner 方法) (nni.algorithms.hpo.hyperopt_tuner.HyperoptTuner 方法) (nni.algorithms.hpo.metis_tuner.MetisTuner 方法) (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) (nni.algorithms.hpo.ppo_tuner.PPOTuner 方法) (nni.algorithms.hpo.random_tuner.RandomTuner 方法) (nni.algorithms.hpo.tpe_tuner.TpeTuner 方法) (nni.tuner.Tuner 方法) record_shape() (nni.compression.pytorch.compressor.Quantizer 方法) Regression 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(nni.retiarii.experiment.pytorch.RetiariiExperiment 方法) (nni.runtime.msg_dispatcher_base.MsgDispatcherBase 方法) S save_checkpoint() (nni.assessor.Assessor 方法) (nni.tuner.Tuner 方法) search_space (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) (nni.experiment.config.ExperimentConfig 属性) search_space_file (nni.experiment.config.ExperimentConfig 属性) seed (nni.nas.benchmarks.nasbench201.Nb201TrialStats 属性) (nni.nas.benchmarks.nds.NdsTrialStats 属性) select_config() (nni.compression.pytorch.compressor.Compressor 方法) selection_num_starting_points (nni.algorithms.hpo.metis_tuner.MetisTuner 属性) SensitivityAnalysis (nni.compression.pytorch.utils.sensitivity_analysis 中的类) SensitivityPruner (nni.algorithms.compression.pytorch.pruning 中的类) (nni.algorithms.compression.pytorch.pruning.sensitivity_pruner 中的类) SEP_CONV_3X3 (nni.nas.benchmarks.nds.constants 属性) SEP_CONV_5X5 (nni.nas.benchmarks.nds.constants 属性) SEP_CONV_7X7 (nni.nas.benchmarks.nds.constants 属性) set_wrappers_attribute() 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(nni.algorithms.hpo.curvefitting_assessor.CurvefittingAssessor 方法) (nni.algorithms.hpo.evolution_tuner.EvolutionTuner 方法) (nni.algorithms.hpo.medianstop_assessor.MedianstopAssessor 方法) (nni.algorithms.hpo.ppo_tuner.PPOTuner 方法) (nni.algorithms.hpo.tpe_tuner.TpeTuner 方法) (nni.assessor.Assessor 方法) (nni.tuner.Tuner 方法) trial_gpu_number (nni.experiment.config.ExperimentConfig 属性) trial_memory_size (nni.experiment.config.OpenpaiConfig 属性) tuner (nni.experiment.config.ExperimentConfig 属性) Tuner (nni.tuner 中的类) tuner_gpu_indices (nni.experiment.config.ExperimentConfig 属性) type (nni.retiarii.Operation 属性) U update() (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) update_already_pruned() (nni.compression.pytorch.utils.sensitivity_analysis.SensitivityAnalysis 方法) update_epoch() (nni.algorithms.compression.pytorch.pruning.iterative_pruner.AGPPruner 方法) (nni.compression.pytorch.compressor.Compressor 方法) update_mask() (nni.algorithms.compression.pytorch.pruning.transformer_pruner.TransformerHeadPruner 方法) update_max_experiment_duration() (nni.experiment.Experiment 方法) update_max_trial_number() (nni.experiment.Experiment 方法) update_search_space() (nni.algorithms.hpo.batch_tuner.BatchTuner 方法) (nni.algorithms.hpo.evolution_tuner.EvolutionTuner 方法) (nni.algorithms.hpo.gp_tuner.GPTuner 方法) (nni.algorithms.hpo.gridsearch_tuner.GridSearchTuner 方法) (nni.algorithms.hpo.hyperopt_tuner.HyperoptTuner 方法) (nni.algorithms.hpo.metis_tuner.MetisTuner 方法) (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 方法) (nni.algorithms.hpo.ppo_tuner.PPOTuner 方法) (nni.algorithms.hpo.random_tuner.RandomTuner 方法) (nni.algorithms.hpo.tpe_tuner.TpeTuner 方法) (nni.experiment.Experiment 方法) (nni.tuner.Tuner 方法) update_trial_concurrency() (nni.experiment.Experiment 方法) use_active_gpu (nni.experiment.config.LocalConfig 属性) (nni.experiment.config.RemoteMachineConfig 属性) use_annotation (nni.experiment.config.ExperimentConfig 属性) user (nni.experiment.config.RemoteMachineConfig 属性) username (nni.experiment.config.OpenpaiConfig 属性) V valid_acc (nni.nas.benchmarks.nasbench101.Nb101IntermediateStats 属性) (nni.nas.benchmarks.nasbench101.Nb101TrialStats 属性) (nni.nas.benchmarks.nasbench201.Nb201IntermediateStats 属性) (nni.nas.benchmarks.nasbench201.Nb201TrialStats 属性) valid_evaluation_time (nni.nas.benchmarks.nasbench201.Nb201TrialStats 属性) valid_loss (nni.nas.benchmarks.nasbench201.Nb201IntermediateStats 属性) (nni.nas.benchmarks.nasbench201.Nb201TrialStats 属性) validate() (nni.retiarii.experiment.pytorch.RetiariiExeConfig 方法) validate_config() (nni.algorithms.compression.pytorch.pruning.auto_compress_pruner.AutoCompressPruner 方法) (nni.algorithms.compression.pytorch.pruning.iterative_pruner.ADMMPruner 方法) (nni.algorithms.compression.pytorch.pruning.iterative_pruner.AGPPruner 方法) (nni.algorithms.compression.pytorch.pruning.iterative_pruner.SlimPruner 方法) (nni.algorithms.compression.pytorch.pruning.lottery_ticket.LotteryTicketPruner 方法) (nni.algorithms.compression.pytorch.pruning.net_adapt_pruner.NetAdaptPruner 方法) (nni.algorithms.compression.pytorch.pruning.one_shot_pruner.OneshotPruner 方法) (nni.algorithms.compression.pytorch.pruning.sensitivity_pruner.SensitivityPruner 方法) (nni.algorithms.compression.pytorch.pruning.simulated_annealing_pruner.SimulatedAnnealingPruner 方法) (nni.algorithms.compression.pytorch.pruning.transformer_pruner.TransformerHeadPruner 方法) (nni.algorithms.compression.pytorch.quantization.BNNQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.DoReFaQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.NaiveQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.ObserverQuantizer 方法) (nni.algorithms.compression.pytorch.quantization.QAT_Quantizer 方法) (nni.compression.pytorch.compressor.Compressor 方法) validate_weight_groups() (nni.algorithms.compression.pytorch.pruning.transformer_pruner.TransformerHeadPruner 方法) ValueChoice (nni.retiarii.nn.pytorch 中的类) verbose (nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner 属性) view() (nni.experiment.Experiment 静态方法) W weight_decay (nni.nas.benchmarks.nds.NdsTrialConfig 属性) WeightMasker (nni.algorithms.compression.pytorch.pruning.weight_masker 中的类) workspace_name (nni.experiment.config.AmlConfig 属性) write_calibration_cache() (nni.compression.pytorch.quantization_speedup.calibrator.Calibrator 方法)