Path	Lines of Code
nni/algorithms/__init__.py	1
nni/algorithms/compression/__init__.py	1
nni/algorithms/compression/pytorch/__init__.py	1
nni/algorithms/compression/pytorch/auto_compress/__init__.py	3
nni/algorithms/compression/pytorch/auto_compress/auto_compress_engine.py	139
nni/algorithms/compression/pytorch/auto_compress/constants.py	19
nni/algorithms/compression/pytorch/auto_compress/experiment.py	24
nni/algorithms/compression/pytorch/auto_compress/interface.py	38
nni/algorithms/compression/pytorch/auto_compress/trial_entry.py	12
nni/algorithms/compression/pytorch/auto_compress/utils.py	67
nni/algorithms/compression/pytorch/pruning/__init__.py	12
nni/algorithms/compression/pytorch/pruning/amc/__init__.py	1
nni/algorithms/compression/pytorch/pruning/amc/amc_pruner.py	158
nni/algorithms/compression/pytorch/pruning/amc/channel_pruning_env.py	338
nni/algorithms/compression/pytorch/pruning/amc/lib/__init__.py	1
nni/algorithms/compression/pytorch/pruning/amc/lib/agent.py	154
nni/algorithms/compression/pytorch/pruning/amc/lib/memory.py	151
nni/algorithms/compression/pytorch/pruning/amc/lib/net_measure.py	84
nni/algorithms/compression/pytorch/pruning/amc/lib/utils.py	73
nni/algorithms/compression/pytorch/pruning/apply_compression.py	10
nni/algorithms/compression/pytorch/pruning/auto_compress_pruner.py	115
nni/algorithms/compression/pytorch/pruning/constants.py	13
nni/algorithms/compression/pytorch/pruning/constants_pruner.py	7
nni/algorithms/compression/pytorch/pruning/dependency_aware_pruner.py	87
nni/algorithms/compression/pytorch/pruning/finegrained_pruning_masker.py	18
nni/algorithms/compression/pytorch/pruning/iterative_pruner.py	231
nni/algorithms/compression/pytorch/pruning/lottery_ticket.py	72
nni/algorithms/compression/pytorch/pruning/net_adapt_pruner.py	189
nni/algorithms/compression/pytorch/pruning/one_shot_pruner.py	42
nni/algorithms/compression/pytorch/pruning/sensitivity_pruner.py	207
nni/algorithms/compression/pytorch/pruning/simulated_annealing_pruner.py	207
nni/algorithms/compression/pytorch/pruning/structured_pruning_masker.py	452
nni/algorithms/compression/pytorch/pruning/transformer_pruner.py	174
nni/algorithms/compression/pytorch/pruning/transformer_pruning_head_masker.py	234
nni/algorithms/compression/pytorch/pruning/weight_masker.py	6
nni/algorithms/compression/pytorch/quantization/__init__.py	7
nni/algorithms/compression/pytorch/quantization/bnn_quantizer.py	65
nni/algorithms/compression/pytorch/quantization/dorefa_quantizer.py	58
nni/algorithms/compression/pytorch/quantization/lsq_quantizer.py	147
nni/algorithms/compression/pytorch/quantization/native_quantizer.py	28
nni/algorithms/compression/pytorch/quantization/observer_quantizer.py	165
nni/algorithms/compression/pytorch/quantization/qat_quantizer.py	285
nni/algorithms/compression/tensorflow/pruning/__init__.py	1
nni/algorithms/compression/tensorflow/pruning/one_shot_pruner.py	86
nni/algorithms/compression/v2/pytorch/__init__.py	1
nni/algorithms/compression/v2/pytorch/base/__init__.py	3
nni/algorithms/compression/v2/pytorch/base/compressor.py	143
nni/algorithms/compression/v2/pytorch/base/pruner.py	79
nni/algorithms/compression/v2/pytorch/base/scheduler.py	86
nni/algorithms/compression/v2/pytorch/pruning/__init__.py	6
nni/algorithms/compression/v2/pytorch/pruning/amc_pruner.py	123
nni/algorithms/compression/v2/pytorch/pruning/auto_compress_pruner.py	53
nni/algorithms/compression/v2/pytorch/pruning/basic_pruner.py	400
nni/algorithms/compression/v2/pytorch/pruning/basic_scheduler.py	89
nni/algorithms/compression/v2/pytorch/pruning/iterative_pruner.py	110
nni/algorithms/compression/v2/pytorch/pruning/movement_pruner.py	152
nni/algorithms/compression/v2/pytorch/pruning/tools/__init__.py	31
nni/algorithms/compression/v2/pytorch/pruning/tools/base.py	262
nni/algorithms/compression/v2/pytorch/pruning/tools/data_collector.py	29
nni/algorithms/compression/v2/pytorch/pruning/tools/metrics_calculator.py	83
nni/algorithms/compression/v2/pytorch/pruning/tools/rl_env/__init__.py	2
nni/algorithms/compression/v2/pytorch/pruning/tools/rl_env/agent.py	155
nni/algorithms/compression/v2/pytorch/pruning/tools/rl_env/amc_env.py	107
nni/algorithms/compression/v2/pytorch/pruning/tools/rl_env/memory.py	151
nni/algorithms/compression/v2/pytorch/pruning/tools/sparsity_allocator.py	129
nni/algorithms/compression/v2/pytorch/pruning/tools/task_generator.py	238
nni/algorithms/compression/v2/pytorch/utils/__init__.py	12
nni/algorithms/compression/v2/pytorch/utils/config_validation.py	40
nni/algorithms/compression/v2/pytorch/utils/constructor_helper.py	95
nni/algorithms/compression/v2/pytorch/utils/pruning.py	193
nni/algorithms/feature_engineering/__init__.py	1
nni/algorithms/feature_engineering/gbdt_selector/__init__.py	1
nni/algorithms/feature_engineering/gbdt_selector/gbdt_selector.py	45
nni/algorithms/feature_engineering/gradient_selector/__init__.py	1
nni/algorithms/feature_engineering/gradient_selector/constants.py	39
nni/algorithms/feature_engineering/gradient_selector/fginitialize.py	374
nni/algorithms/feature_engineering/gradient_selector/fgtrain.py	154
nni/algorithms/feature_engineering/gradient_selector/gradient_selector.py	346
nni/algorithms/feature_engineering/gradient_selector/learnability.py	308
nni/algorithms/feature_engineering/gradient_selector/syssettings.py	4
nni/algorithms/feature_engineering/gradient_selector/utils.py	41
nni/algorithms/hpo/__init__.py	1
nni/algorithms/hpo/batch_tuner.py	57
nni/algorithms/hpo/bohb_advisor/__init__.py	1
nni/algorithms/hpo/bohb_advisor/bohb_advisor.py	384
nni/algorithms/hpo/bohb_advisor/config_generator.py	171
nni/algorithms/hpo/curvefitting_assessor/__init__.py	1
nni/algorithms/hpo/curvefitting_assessor/curvefitting_assessor.py	72
nni/algorithms/hpo/curvefitting_assessor/curvefunctions.py	116
nni/algorithms/hpo/curvefitting_assessor/model_factory.py	145
nni/algorithms/hpo/dngo_tuner.py	107
nni/algorithms/hpo/evolution_tuner.py	129
nni/algorithms/hpo/gp_tuner/__init__.py	1
nni/algorithms/hpo/gp_tuner/gp_tuner.py	98
nni/algorithms/hpo/gp_tuner/target_space.py	112
nni/algorithms/hpo/gp_tuner/util.py	73
nni/algorithms/hpo/gridsearch_tuner.py	142
nni/algorithms/hpo/hyperband_advisor.py	247
nni/algorithms/hpo/hyperopt_tuner.py	337
nni/algorithms/hpo/medianstop_assessor.py	65
nni/algorithms/hpo/metis_tuner/Regression_GMM/CreateModel.py	29
nni/algorithms/hpo/metis_tuner/Regression_GMM/Selection.py	73
nni/algorithms/hpo/metis_tuner/Regression_GMM/__init__.py	1
nni/algorithms/hpo/metis_tuner/Regression_GP/CreateModel.py	26
nni/algorithms/hpo/metis_tuner/Regression_GP/OutlierDetection.py	54
nni/algorithms/hpo/metis_tuner/Regression_GP/Prediction.py	11
nni/algorithms/hpo/metis_tuner/Regression_GP/Selection.py	79
nni/algorithms/hpo/metis_tuner/Regression_GP/__init__.py	1
nni/algorithms/hpo/metis_tuner/__init__.py	1
nni/algorithms/hpo/metis_tuner/lib_acquisition_function.py	138
nni/algorithms/hpo/metis_tuner/lib_constraint_summation.py	72
nni/algorithms/hpo/metis_tuner/lib_data.py	35
nni/algorithms/hpo/metis_tuner/metis_tuner.py	424
nni/algorithms/hpo/networkmorphism_tuner/__init__.py	1
nni/algorithms/hpo/networkmorphism_tuner/bayesian.py	326
nni/algorithms/hpo/networkmorphism_tuner/graph.py	732
nni/algorithms/hpo/networkmorphism_tuner/graph_transformer.py	126
nni/algorithms/hpo/networkmorphism_tuner/layer_transformer.py	217
nni/algorithms/hpo/networkmorphism_tuner/layers.py	506
nni/algorithms/hpo/networkmorphism_tuner/networkmorphism_tuner.py	147
nni/algorithms/hpo/networkmorphism_tuner/nn.py	107
nni/algorithms/hpo/networkmorphism_tuner/utils.py	19
nni/algorithms/hpo/pbt_tuner.py	274
nni/algorithms/hpo/ppo_tuner/__init__.py	1
nni/algorithms/hpo/ppo_tuner/distri.py	131
nni/algorithms/hpo/ppo_tuner/model.py	72
nni/algorithms/hpo/ppo_tuner/policy.py	107
nni/algorithms/hpo/ppo_tuner/ppo_tuner.py	368
nni/algorithms/hpo/ppo_tuner/util.py	132
nni/algorithms/hpo/random_tuner.py	38
nni/algorithms/hpo/regularized_evolution_tuner.py	101
nni/algorithms/hpo/smac_tuner/__init__.py	1
nni/algorithms/hpo/smac_tuner/convert_ss_to_scenario.py	67
nni/algorithms/hpo/smac_tuner/smac_tuner.py	199
nni/algorithms/hpo/tpe_tuner.py	204
nni/algorithms/nas/__init__.py	1
nni/algorithms/nas/pytorch/__init__.py	1
nni/algorithms/nas/pytorch/cdarts/__init__.py	2
nni/algorithms/nas/pytorch/cdarts/mutator.py	53
nni/algorithms/nas/pytorch/cdarts/trainer.py	178
nni/algorithms/nas/pytorch/cdarts/utils.py	53
nni/algorithms/nas/pytorch/classic_nas/__init__.py	1
nni/algorithms/nas/pytorch/classic_nas/mutator.py	110
nni/algorithms/nas/pytorch/cream/__init__.py	1
nni/algorithms/nas/pytorch/cream/trainer.py	256
nni/algorithms/nas/pytorch/cream/utils.py	22
nni/algorithms/nas/pytorch/darts/__init__.py	2
nni/algorithms/nas/pytorch/darts/mutator.py	52
nni/algorithms/nas/pytorch/darts/trainer.py	124
nni/algorithms/nas/pytorch/enas/__init__.py	2
nni/algorithms/nas/pytorch/enas/mutator.py	141
nni/algorithms/nas/pytorch/enas/trainer.py	133
nni/algorithms/nas/pytorch/fbnet/__init__.py	10
nni/algorithms/nas/pytorch/fbnet/mutator.py	92
nni/algorithms/nas/pytorch/fbnet/trainer.py	265
nni/algorithms/nas/pytorch/fbnet/utils.py	220
nni/algorithms/nas/pytorch/pdarts/__init__.py	1
nni/algorithms/nas/pytorch/pdarts/mutator.py	58
nni/algorithms/nas/pytorch/pdarts/trainer.py	57
nni/algorithms/nas/pytorch/proxylessnas/__init__.py	2
nni/algorithms/nas/pytorch/proxylessnas/mutator.py	238
nni/algorithms/nas/pytorch/proxylessnas/trainer.py	300
nni/algorithms/nas/pytorch/proxylessnas/utils.py	28
nni/algorithms/nas/pytorch/random/__init__.py	1
nni/algorithms/nas/pytorch/random/mutator.py	21
nni/algorithms/nas/pytorch/spos/__init__.py	3
nni/algorithms/nas/pytorch/spos/evolution.py	150
nni/algorithms/nas/pytorch/spos/mutator.py	25
nni/algorithms/nas/pytorch/spos/trainer.py	49
nni/algorithms/nas/tensorflow/__init__.py	1
nni/algorithms/nas/tensorflow/classic_nas/__init__.py	1
nni/algorithms/nas/tensorflow/classic_nas/mutator.py	109
nni/algorithms/nas/tensorflow/enas/__init__.py	2
nni/algorithms/nas/tensorflow/enas/mutator.py	132
nni/algorithms/nas/tensorflow/enas/trainer.py	169