Path	Lines of Code
crowdin.yml	15
nni/__init__.py	19
nni/__main__.py	92
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
nni/assessor.py	22
nni/common/__init__.py	1
nni/common/device.py	60
nni/common/graph_utils.py	446
nni/common/hpo_utils/__init__.py	3
nni/common/hpo_utils/formatting.py	143
nni/common/hpo_utils/optimize_mode.py	4
nni/common/hpo_utils/validation.py	67
nni/common/nas_utils.py	240
nni/common/serializer.py	347
nni/common/version.py	7
nni/compression/__init__.py	1
nni/compression/pytorch/__init__.py	3
nni/compression/pytorch/compressor.py	489
nni/compression/pytorch/default_layers.py	6
nni/compression/pytorch/pruning/__init__.py	1
nni/compression/pytorch/pruning/apply_compression.py	10
nni/compression/pytorch/quantization/literal.py	47
nni/compression/pytorch/quantization/observers.py	8
nni/compression/pytorch/quantization/settings.py	89
nni/compression/pytorch/quantization/utils.py	59
nni/compression/pytorch/quantization_speedup/__init__.py	1
nni/compression/pytorch/quantization_speedup/backend.py	10
nni/compression/pytorch/quantization_speedup/calibrator.py	36
nni/compression/pytorch/quantization_speedup/frontend_to_onnx.py	60
nni/compression/pytorch/quantization_speedup/integrated_tensorrt.py	234
nni/compression/pytorch/quantization_speedup/trt_pycuda.py	36
nni/compression/pytorch/speedup/__init__.py	1
nni/compression/pytorch/speedup/compress_modules.py	333
nni/compression/pytorch/speedup/compressor.py	282
nni/compression/pytorch/speedup/error_code.py	22
nni/compression/pytorch/speedup/infer_mask.py	187
nni/compression/pytorch/speedup/jit_translate.py	361
nni/compression/pytorch/utils/__init__.py	6
nni/compression/pytorch/utils/config_validation.py	55
nni/compression/pytorch/utils/counter.py	248
nni/compression/pytorch/utils/mask_conflict.py	238
nni/compression/pytorch/utils/num_param_counter.py	15
nni/compression/pytorch/utils/sensitivity_analysis.py	101
nni/compression/pytorch/utils/shape_dependency.py	333
nni/compression/pytorch/utils/utils.py	32
nni/compression/tensorflow/__init__.py	1
nni/compression/tensorflow/compressor.py	153
nni/compression/tensorflow/default_layers.py	6
nni/experiment/__init__.py	3
nni/experiment/config/__init__.py	4
nni/experiment/config/algorithm.py	31
nni/experiment/config/base.py	95
nni/experiment/config/convert.py	248
nni/experiment/config/experiment_config.py	98
nni/experiment/config/shared_storage.py	27
nni/experiment/config/training_service.py	34
nni/experiment/config/training_services/__init__.py	8
nni/experiment/config/training_services/aml.py	12
nni/experiment/config/training_services/dlc.py	17
nni/experiment/config/training_services/frameworkcontroller.py	31
nni/experiment/config/training_services/k8s_storage.py	34
nni/experiment/config/training_services/kubeflow.py	34
nni/experiment/config/training_services/local.py	26
nni/experiment/config/training_services/openpai.py	38
nni/experiment/config/training_services/remote.py	47
nni/experiment/config/utils/__init__.py	2
nni/experiment/config/utils/internal.py	119
nni/experiment/config/utils/public.py	37
nni/experiment/data.py	55
nni/experiment/experiment.py	202
nni/experiment/launcher.py	242
nni/experiment/management.py	9
nni/experiment/pipe.py	57
nni/experiment/rest.py	32
nni/feature_engineering/__init__.py	1
nni/feature_engineering/feature_selector.py	12
nni/nas/__init__.py	1
nni/nas/benchmarks/__init__.py	1
nni/nas/benchmarks/constants.py	16
nni/nas/benchmarks/download.py	7
nni/nas/benchmarks/nasbench101/__init__.py	3
nni/nas/benchmarks/nasbench101/constants.py	12
nni/nas/benchmarks/nasbench101/db_gen.py	48
nni/nas/benchmarks/nasbench101/graph_util.py	47
nni/nas/benchmarks/nasbench101/model.py	29
nni/nas/benchmarks/nasbench101/query.py	43
nni/nas/benchmarks/nasbench201/__init__.py	3
nni/nas/benchmarks/nasbench201/constants.py	12
nni/nas/benchmarks/nasbench201/db_gen.py	99
nni/nas/benchmarks/nasbench201/model.py	50
nni/nas/benchmarks/nasbench201/query.py	40
nni/nas/benchmarks/nds/__init__.py	3
nni/nas/benchmarks/nds/constants.py	16
nni/nas/benchmarks/nds/db_gen.py	145
nni/nas/benchmarks/nds/model.py	47
nni/nas/benchmarks/nds/query.py	39
nni/nas/benchmarks/nlp/__init__.py	2
nni/nas/benchmarks/nlp/db_gen.py	41
nni/nas/benchmarks/nlp/model.py	31
nni/nas/benchmarks/nlp/query.py	31
nni/nas/benchmarks/utils.py	66
nni/nas/pytorch/__init__.py	6
nni/nas/pytorch/base_mutator.py	61
nni/nas/pytorch/base_trainer.py	14
nni/nas/pytorch/callbacks.py	52
nni/nas/pytorch/fixed.py	69
nni/nas/pytorch/mutables.py	142
nni/nas/pytorch/mutator.py	151
nni/nas/pytorch/nasbench201/__init__.py	1
nni/nas/pytorch/nasbench201/nasbench201.py	35
nni/nas/pytorch/nasbench201/nasbench201_ops.py	70
nni/nas/pytorch/search_space_zoo/__init__.py	4
nni/nas/pytorch/search_space_zoo/darts_cell.py	52
nni/nas/pytorch/search_space_zoo/darts_ops.py	77
nni/nas/pytorch/search_space_zoo/enas_cell.py	144
nni/nas/pytorch/search_space_zoo/enas_ops.py	82
nni/nas/pytorch/trainer.py	80
nni/nas/pytorch/utils.py	98
nni/nas/tensorflow/__init__.py	1
nni/nas/tensorflow/base_mutator.py	57
nni/nas/tensorflow/mutables.py	113
nni/nas/tensorflow/mutator.py	61
nni/nas/tensorflow/utils.py	70
nni/parameter_expressions.py	84
nni/recoverable.py	11
nni/retiarii/__init__.py	6
nni/retiarii/codegen/__init__.py	1
nni/retiarii/codegen/pytorch.py	152
nni/retiarii/codegen/tensorflow.py	75
nni/retiarii/converter/__init__.py	1
nni/retiarii/converter/graph_gen.py	552
nni/retiarii/converter/op_types.py	12
nni/retiarii/converter/utils.py	167
nni/retiarii/converter/visualize.py	37
nni/retiarii/debug_configs.py	1
nni/retiarii/evaluator/__init__.py	1
nni/retiarii/evaluator/functional.py	18
nni/retiarii/evaluator/pytorch/__init__.py	1
nni/retiarii/evaluator/pytorch/cgo/__init__.py	1
nni/retiarii/evaluator/pytorch/cgo/accelerator.py	91
nni/retiarii/evaluator/pytorch/cgo/evaluator.py	129
nni/retiarii/evaluator/pytorch/cgo/trainer.py	11
nni/retiarii/evaluator/pytorch/lightning.py	189
nni/retiarii/execution/__init__.py	1
nni/retiarii/execution/api.py	50
nni/retiarii/execution/base.py	92
nni/retiarii/execution/benchmark.py	107
nni/retiarii/execution/cgo_engine.py	261
nni/retiarii/execution/interface.py	38
nni/retiarii/execution/listener.py	12
nni/retiarii/execution/logical_optimizer/__init__.py	1
nni/retiarii/execution/logical_optimizer/interface.py	7
nni/retiarii/execution/logical_optimizer/logical_plan.py	215
nni/retiarii/execution/logical_optimizer/opt_dedup_input.py	85
nni/retiarii/execution/python.py	39
nni/retiarii/execution/utils.py	20
nni/retiarii/experiment/__init__.py	1
nni/retiarii/experiment/pytorch.py	276
nni/retiarii/fixed.py	13
nni/retiarii/graph.py	418
nni/retiarii/integration.py	108
nni/retiarii/integration_api.py	19
nni/retiarii/mutator.py	57
nni/retiarii/nn/__init__.py	1
nni/retiarii/nn/pytorch/__init__.py	4
nni/retiarii/nn/pytorch/api.py	202
nni/retiarii/nn/pytorch/component.py	125
nni/retiarii/nn/pytorch/hypermodule.py	191
nni/retiarii/nn/pytorch/mutator.py	250
nni/retiarii/nn/pytorch/nasbench101.py	212
nni/retiarii/nn/pytorch/nn.py	143
nni/retiarii/nn/pytorch/utils.py	34
nni/retiarii/oneshot/__init__.py	1
nni/retiarii/oneshot/interface.py	9
nni/retiarii/oneshot/pytorch/__init__.py	5
nni/retiarii/oneshot/pytorch/darts.py	180
nni/retiarii/oneshot/pytorch/enas.py	225
nni/retiarii/oneshot/pytorch/proxyless.py	260
nni/retiarii/oneshot/pytorch/random.py	119
nni/retiarii/oneshot/pytorch/utils.py	80
nni/retiarii/operation.py	126
nni/retiarii/operation_def/__init__.py	1
nni/retiarii/operation_def/tf_op_def.py	6
nni/retiarii/operation_def/torch_op_def.py	367
nni/retiarii/serializer.py	61
nni/retiarii/strategy/__init__.py	6
nni/retiarii/strategy/_rl_impl.py	131
nni/retiarii/strategy/base.py	8
nni/retiarii/strategy/bruteforce.py	94
nni/retiarii/strategy/evolution.py	108
nni/retiarii/strategy/local_debug_strategy.py	33
nni/retiarii/strategy/rl.py	44
nni/retiarii/strategy/tpe_strategy.py	64
nni/retiarii/strategy/utils.py	45
nni/retiarii/trial_entry.py	18
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nni/runtime/__init__.py	1
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nni/tools/annotation/code_generator.py	255
nni/tools/annotation/search_space_generator.py	90
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nni/tools/jupyter_extension/__init__.py	3
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nni/tools/nnictl/__init__.py	1
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nni/tools/nnictl/config_schema.py	559
nni/tools/nnictl/config_utils.py	160
nni/tools/nnictl/constants.py	61
nni/tools/nnictl/launcher.py	98
nni/tools/nnictl/launcher_utils.py	118
nni/tools/nnictl/legacy_launcher.py	558
nni/tools/nnictl/nnictl.py	231
nni/tools/nnictl/nnictl_utils.py	886
nni/tools/nnictl/rest_utils.py	79
nni/tools/nnictl/ssh_utils.py	53
nni/tools/nnictl/ts_management.py	64
nni/tools/nnictl/updater.py	138
nni/tools/nnictl/url_utils.py	52
nni/tools/package_utils/__init__.py	3
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nni/tools/package_utils/config_manager.py	45
nni/tools/package_utils/tuner_factory.py	77
nni/tools/trial_tool/__init__.py	1
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nni/tools/trial_tool/base_channel.py	117
nni/tools/trial_tool/commands.py	19
nni/tools/trial_tool/constants.py	14
nni/tools/trial_tool/file_channel.py	56
nni/tools/trial_tool/gpu.py	58
nni/tools/trial_tool/hdfsClientUtility.py	83
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nni/tools/trial_tool/rest_utils.py	37
nni/tools/trial_tool/trial.py	125
nni/tools/trial_tool/trial_keeper.py	203
nni/tools/trial_tool/trial_runner.py	209
nni/tools/trial_tool/url_utils.py	10
nni/tools/trial_tool/web_channel.py	42
nni/trial.py	64
nni/tuner.py	37
nni/utils.py	158
pipelines/cache-dependencies.yml	36
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pipelines/release.yml	124
pipelines/templates/cache-dependencies-template.yml	60
pipelines/templates/config-version.yml	21
pipelines/templates/install-dependencies.yml	56
setup.py	187
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ts/jupyter_extension/src/index.ts	69
ts/nni_manager/common/component.ts	9
ts/nni_manager/common/datastore.ts	87
ts/nni_manager/common/errors.ts	36
ts/nni_manager/common/experimentConfig.ts	183
ts/nni_manager/common/experimentManager.ts	7
ts/nni_manager/common/experimentStartupInfo.ts	106
ts/nni_manager/common/log.ts	104
ts/nni_manager/common/manager.ts	54
ts/nni_manager/common/nniConfig.ts	28
ts/nni_manager/common/observableTimer.ts	18
ts/nni_manager/common/pythonScript.ts	26
ts/nni_manager/common/restServer.ts	69
ts/nni_manager/common/shellUtils.ts	32
ts/nni_manager/common/tensorboardManager.ts	24
ts/nni_manager/common/trainingService.ts	79
ts/nni_manager/common/utils.ts	360
ts/nni_manager/config/aml/amlUtil.py	57
ts/nni_manager/config/dlc/dlcUtil.py	59
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ts/nni_manager/core/ipcInterface.ts	90
ts/nni_manager/core/nniDataStore.ts	310
ts/nni_manager/core/nniExperimentsManager.ts	152
ts/nni_manager/core/nniTensorboardManager.ts	203
ts/nni_manager/core/nnimanager.ts	762
ts/nni_manager/core/sqlDatabase.ts	225
ts/nni_manager/main.ts	119
ts/nni_manager/rest_server/index.ts	97
ts/nni_manager/rest_server/restHandler.ts	385
ts/nni_manager/rest_server/restValidationSchemas.ts	270
ts/nni_manager/training_service/common/clusterJobRestServer.ts	126
ts/nni_manager/training_service/common/containerJobData.ts	15
ts/nni_manager/training_service/common/gpuData.ts	55
ts/nni_manager/training_service/common/jobMetrics.ts	13
ts/nni_manager/training_service/common/trialConfig.ts	11
ts/nni_manager/training_service/common/trialConfigMetadataKey.ts	21
ts/nni_manager/training_service/common/util.ts	170
ts/nni_manager/training_service/kubernetes/adl/adlApiClient.ts	35
ts/nni_manager/training_service/kubernetes/adl/adlConfig.ts	58
ts/nni_manager/training_service/kubernetes/adl/adlJobInfoCollector.ts	75
ts/nni_manager/training_service/kubernetes/adl/adlJobRestServer.ts	9
ts/nni_manager/training_service/kubernetes/adl/adlTrainingService.ts	312
ts/nni_manager/training_service/kubernetes/azureStorageClientUtils.ts	148
ts/nni_manager/training_service/kubernetes/frameworkcontroller/frameworkcontrollerApiClient.ts	23
ts/nni_manager/training_service/kubernetes/frameworkcontroller/frameworkcontrollerConfig.ts	116
ts/nni_manager/training_service/kubernetes/frameworkcontroller/frameworkcontrollerJobInfoCollector.ts	58
ts/nni_manager/training_service/kubernetes/frameworkcontroller/frameworkcontrollerJobRestServer.ts	9
ts/nni_manager/training_service/kubernetes/frameworkcontroller/frameworkcontrollerTrainingService.ts	466
ts/nni_manager/training_service/kubernetes/kubeflow/kubeflowApiClient.ts	152
ts/nni_manager/training_service/kubernetes/kubeflow/kubeflowConfig.ts	141
ts/nni_manager/training_service/kubernetes/kubeflow/kubeflowJobInfoCollector.ts	51
ts/nni_manager/training_service/kubernetes/kubeflow/kubeflowJobRestServer.ts	9
ts/nni_manager/training_service/kubernetes/kubeflow/kubeflowTrainingService.ts	379
ts/nni_manager/training_service/kubernetes/kubernetesApiClient.ts	192
ts/nni_manager/training_service/kubernetes/kubernetesConfig.ts	171
ts/nni_manager/training_service/kubernetes/kubernetesData.ts	47
ts/nni_manager/training_service/kubernetes/kubernetesJobInfoCollector.ts	30
ts/nni_manager/training_service/kubernetes/kubernetesJobRestServer.ts	24
ts/nni_manager/training_service/kubernetes/kubernetesTrainingService.ts	322
ts/nni_manager/training_service/local/gpuScheduler.ts	80
ts/nni_manager/training_service/local/localTrainingService.ts	431
ts/nni_manager/training_service/pai/paiConfig.ts	80
ts/nni_manager/training_service/pai/paiJobInfoCollector.ts	109
ts/nni_manager/training_service/pai/paiJobRestServer.ts	49
ts/nni_manager/training_service/pai/paiTrainingService.ts	359
ts/nni_manager/training_service/remote_machine/extends/linuxCommands.ts	126
ts/nni_manager/training_service/remote_machine/extends/windowsCommands.ts	116
ts/nni_manager/training_service/remote_machine/gpuScheduler.ts	172
ts/nni_manager/training_service/remote_machine/osCommands.ts	37
ts/nni_manager/training_service/remote_machine/remoteMachineData.ts	107
ts/nni_manager/training_service/remote_machine/remoteMachineJobRestServer.ts	17
ts/nni_manager/training_service/remote_machine/remoteMachineTrainingService.ts	440
ts/nni_manager/training_service/remote_machine/shellExecutor.ts	352
ts/nni_manager/training_service/reusable/aml/amlClient.ts	138
ts/nni_manager/training_service/reusable/aml/amlConfig.ts	33
ts/nni_manager/training_service/reusable/channels/amlCommandChannel.ts	94
ts/nni_manager/training_service/reusable/channels/fileCommandChannel.ts	107
ts/nni_manager/training_service/reusable/channels/webCommandChannel.ts	114
ts/nni_manager/training_service/reusable/commandChannel.ts	101
ts/nni_manager/training_service/reusable/dlc/dlcClient.ts	149
ts/nni_manager/training_service/reusable/dlc/dlcConfig.ts	30
ts/nni_manager/training_service/reusable/environment.ts	135
ts/nni_manager/training_service/reusable/environments/amlEnvironmentService.ts	115
ts/nni_manager/training_service/reusable/environments/dlcEnvironmentService.ts	113
ts/nni_manager/training_service/reusable/environments/environmentServiceFactory.ts	39
ts/nni_manager/training_service/reusable/environments/kubernetes/frameworkcontrollerEnvironmentService.ts	279
ts/nni_manager/training_service/reusable/environments/kubernetes/kubeflowEnvironmentService.ts	218
ts/nni_manager/training_service/reusable/environments/kubernetes/kubernetesEnvironmentService.ts	232
ts/nni_manager/training_service/reusable/environments/localEnvironmentService.ts	117
ts/nni_manager/training_service/reusable/environments/openPaiEnvironmentService.ts	280
ts/nni_manager/training_service/reusable/environments/remoteEnvironmentService.ts	243
ts/nni_manager/training_service/reusable/gpuScheduler.ts	282
ts/nni_manager/training_service/reusable/heterogenous/heterogenousConfig.ts	6
ts/nni_manager/training_service/reusable/remote/remoteConfig.ts	5
ts/nni_manager/training_service/reusable/routerTrainingService.ts	104
ts/nni_manager/training_service/reusable/sharedStorage.ts	15
ts/nni_manager/training_service/reusable/shared_storages/azureblobStorageService.ts	156
ts/nni_manager/training_service/reusable/shared_storages/nfsStorageService.ts	132
ts/nni_manager/training_service/reusable/storageService.ts	155
ts/nni_manager/training_service/reusable/storages/mountedStorageService.ts	121
ts/nni_manager/training_service/reusable/trial.ts	31
ts/nni_manager/training_service/reusable/trialDispatcher.ts	827
ts/webui/prettier.config.js	12
ts/webui/public/index.html	15
ts/webui/scripts/config/env.js	55
ts/webui/scripts/config/modules.js	48
ts/webui/scripts/config/paths.js	66
ts/webui/scripts/config/webpackDevServer.config.js	40
ts/webui/scripts/developmentBuild.js	60
ts/webui/scripts/formatWebpackMessages.js	94
ts/webui/scripts/newmock.js	51
ts/webui/scripts/productionBuild.js	72
ts/webui/scripts/server.js	93
ts/webui/scripts/start.js	111
ts/webui/scripts/test.js	35
ts/webui/src/App.scss	55
ts/webui/src/App.tsx	218
ts/webui/src/components/NavCon.tsx	175
ts/webui/src/components/NavConst.ts	13
ts/webui/src/components/Overview.tsx	180
ts/webui/src/components/TrialsDetail.tsx	87
ts/webui/src/components/buttons/Icon.tsx	45
ts/webui/src/components/buttons/ModalTheme.tsx	50
ts/webui/src/components/managementExp/ExperimentManager.tsx	380
ts/webui/src/components/managementExp/FilterBtns.tsx	77
ts/webui/src/components/managementExp/Header.tsx	18
ts/webui/src/components/managementExp/TrialIdColumn.tsx	48
ts/webui/src/components/managementExp/expFunction.ts	35
ts/webui/src/components/managementExp/experimentConst.ts	3
ts/webui/src/components/modals/ChangeColumnComponent.tsx	101
ts/webui/src/components/modals/ChildrenGap.ts	5
ts/webui/src/components/modals/Compare.tsx	263
ts/webui/src/components/modals/CustomizedTrial.tsx	251
ts/webui/src/components/modals/ExperimentSummaryPanel.tsx	96
ts/webui/src/components/modals/Killjob.tsx	131
ts/webui/src/components/modals/LogPanel.tsx	123
ts/webui/src/components/modals/MessageInfo.tsx	17
ts/webui/src/components/modals/customized.scss	84
ts/webui/src/components/modals/tensorboard/TensorboardDialog.tsx	55
ts/webui/src/components/modals/tensorboard/TensorboardUI.tsx	136
ts/webui/src/components/overview/Title.tsx	15
ts/webui/src/components/overview/TitleContext.tsx	5
ts/webui/src/components/overview/command/Command1.tsx	29
ts/webui/src/components/overview/command/Command2.tsx	48
ts/webui/src/components/overview/count/EditExperimentParam.tsx	215
ts/webui/src/components/overview/count/ExpDuration.tsx	67
ts/webui/src/components/overview/count/ExpDurationContext.tsx	8
ts/webui/src/components/overview/count/TrialCount.tsx	121
ts/webui/src/components/overview/count/commonStyle.ts	10
ts/webui/src/components/overview/count/context.tsx	10
ts/webui/src/components/overview/overviewConst.ts	22
ts/webui/src/components/overview/params/BasicInfo.tsx	92
ts/webui/src/components/overview/params/basicInfoStyles.ts	49
ts/webui/src/components/overview/table/SuccessTable.tsx	215
ts/webui/src/components/public-child/CopyButton.tsx	44
ts/webui/src/components/public-child/DefaultMetric.tsx	13
ts/webui/src/components/public-child/ExpandableDetails.tsx	15
ts/webui/src/components/public-child/IntermediateVal.tsx	11
ts/webui/src/components/public-child/LogPathChild.tsx	27
ts/webui/src/components/public-child/MonacoEditor.tsx	55
ts/webui/src/components/public-child/OpenRow.tsx	166
ts/webui/src/components/public-child/PaginationTable.tsx	110
ts/webui/src/components/public-child/PaiTrialChild.tsx	37
ts/webui/src/components/public-child/PaiTrialLog.tsx	51
ts/webui/src/components/public-child/PanelMonacoEditor.tsx	62
ts/webui/src/components/public-child/TrialLog.tsx	20
ts/webui/src/components/slideNav/IconButtonTemplet.tsx	27
ts/webui/src/components/slideNav/SlideNavBtns.tsx	59
ts/webui/src/components/slideNav/TrialConfigPanel.tsx	96
ts/webui/src/components/stateless-component/NNItabs.tsx	16
ts/webui/src/components/trial-detail/DefaultMetricPoint.tsx	178
ts/webui/src/components/trial-detail/Duration.tsx	192
ts/webui/src/components/trial-detail/Intermediate.tsx	274
ts/webui/src/components/trial-detail/Para.tsx	271
ts/webui/src/components/trial-detail/TableList.tsx	585
ts/webui/src/components/trial-detail/search/GeneralSearch.tsx	63
ts/webui/src/components/trial-detail/search/Search.tsx	232
ts/webui/src/components/trial-detail/search/SearchParameterConditions.tsx	166
ts/webui/src/components/trial-detail/search/searchFunction.ts	162
ts/webui/src/index.css	154
ts/webui/src/index.tsx	37
ts/webui/src/serviceWorker.ts	99
ts/webui/src/static/const.ts	79
ts/webui/src/static/datamodel.ts	5
ts/webui/src/static/experimentConfig.ts	130
ts/webui/src/static/function.ts	365
ts/webui/src/static/interface.ts	213
ts/webui/src/static/json_util.ts	145
ts/webui/src/static/model/experiment.ts	173
ts/webui/src/static/model/experimentsManager.ts	37
ts/webui/src/static/model/searchspace.ts	165
ts/webui/src/static/model/trial.ts	325
ts/webui/src/static/model/trialmanager.ts	225
ts/webui/src/static/style/button.scss	22
ts/webui/src/static/style/common.scss	62
ts/webui/src/static/style/compare.scss	48
ts/webui/src/static/style/copyParameter.scss	21
ts/webui/src/static/style/experiment/experiment.scss	67
ts/webui/src/static/style/icon.scss	12
ts/webui/src/static/style/loading.scss	11
ts/webui/src/static/style/logDrawer.scss	53
ts/webui/src/static/style/logPath.scss	18
ts/webui/src/static/style/nav/nav.scss	92
ts/webui/src/static/style/openRow.scss	53
ts/webui/src/static/style/overview/basic.scss	23
ts/webui/src/static/style/overview/command.scss	13
ts/webui/src/static/style/overview/count.scss	107
ts/webui/src/static/style/overview/overview.scss	101
ts/webui/src/static/style/overview/overviewTitle.scss	16
ts/webui/src/static/style/overview/panel.scss	66
ts/webui/src/static/style/overview/probar.scss	44
ts/webui/src/static/style/overview/topTrial.scss	13
ts/webui/src/static/style/pagination.scss	42
ts/webui/src/static/style/para.scss	75
ts/webui/src/static/style/search.scss	44
ts/webui/src/static/style/succTable.scss	27
ts/webui/src/static/style/table.scss	63
ts/webui/src/static/style/tableStatus.css	22
ts/webui/src/static/style/tensorboard.scss	66
ts/webui/src/static/style/trialsDetail.scss	117