├── .gitignore ├── DARTS ├── darts-master │ ├── .gitignore │ ├── LICENSE │ ├── cnn │ │ ├── architect.py │ │ ├── genotypes.py │ │ ├── model.py │ │ ├── model_search.py │ │ ├── operations.py │ │ ├── script.sh │ │ ├── test.py │ │ ├── train.py │ │ ├── train_search.py │ │ ├── utils.py │ │ └── visualize.py │ ├── data │ │ ├── imagenet │ │ │ └── .keep │ │ ├── penn │ │ │ └── .keep │ │ └── wikitext-2 │ │ │ └── .keep │ ├── img │ │ ├── cifar10.png │ │ ├── darts.png │ │ ├── imagenet.png │ │ ├── progress_convolutional.gif │ │ ├── progress_convolutional_normal.gif │ │ ├── progress_convolutional_reduce.gif │ │ ├── progress_recurrent.gif │ │ └── ptb.png │ └── rnn │ │ ├── architect.py │ │ ├── data.py │ │ ├── genotypes.py │ │ ├── model.py │ │ ├── model_search.py │ │ ├── test.py │ │ ├── train.py │ │ ├── train_search.py │ │ ├── utils.py │ │ └── visualize.py ├── pdarts-master │ ├── C10_normal.jpg │ ├── C10_reduce.jpg │ ├── LICENSE │ ├── Table1.png │ ├── Table2.png │ ├── genotypes.py │ ├── model.py │ ├── model_search.py │ ├── noris_dataset.py │ ├── operations.py │ ├── pipeline2.jpg │ ├── script.sh │ ├── stages.png │ ├── test.py │ ├── train_cifar.py │ ├── train_search.py │ ├── utils.py │ └── visualize.py ├── shrinking │ ├── angle.py │ ├── config.py │ ├── genotypes.py │ ├── main.py │ ├── operations.py │ ├── script.sh │ ├── shrinking.py │ ├── super_model.py │ ├── torch_blocks.py │ └── train.py └── training │ ├── genotypes.py │ ├── model.py │ ├── operations.py │ ├── script.sh │ └── train_from_scratch.py ├── FairNAS ├── searching │ ├── config.py │ ├── main.py │ ├── mq_server_base.py │ ├── script.sh │ ├── search.py │ ├── super_model.py │ ├── test_server.py │ ├── torch_blocks.py │ └── train.py ├── shrinking │ ├── config.py │ ├── main.py │ ├── script.sh │ ├── shrinking.py │ ├── super_model.py │ ├── torch_blocks.py │ └── train.py └── training │ ├── config.py │ ├── model.py │ ├── mq_server_base.py │ ├── script.sh │ ├── torch_blocks.py │ └── train_from_scratch.py ├── LICENSE ├── NAS-Bench-201 ├── BASELINE.md ├── CONTRIBUTING.md ├── LICENSE.md ├── NAS-Bench-201.md ├── README.md ├── configs │ ├── NeurIPS-2019 │ │ ├── C010-ResNet110.config │ │ ├── C010-ResNet164.config │ │ ├── C010-ResNet20.config │ │ ├── C010-ResNet32.config │ │ ├── C010-ResNet56.config │ │ ├── C100-ResNet110.config │ │ ├── C100-ResNet164.config │ │ ├── C100-ResNet20.config │ │ ├── C100-ResNet32.config │ │ └── C100-ResNet56.config │ ├── archs │ │ ├── CIFAR-ResNet08.config │ │ ├── CIFAR-ResNet1001.config │ │ ├── CIFAR-ResNet110.config │ │ ├── CIFAR-ResNet164.config │ │ ├── CIFAR-ResNet20.config │ │ ├── CIFAR-ResNet32.config │ │ ├── CIFAR-ResNet56.config │ │ ├── CIFAR-SIM05.config │ │ ├── CIFAR-WRN28-10.config │ │ ├── ImageNet-ResNet101V1.config │ │ ├── ImageNet-ResNet101V2.config │ │ ├── ImageNet-ResNet152V1.config │ │ ├── ImageNet-ResNet152V2.config │ │ ├── ImageNet-ResNet18V1.config │ │ ├── ImageNet-ResNet18V2.config │ │ ├── ImageNet-ResNet200V1.config │ │ ├── ImageNet-ResNet200V2.config │ │ ├── ImageNet-ResNet34V1.config │ │ ├── ImageNet-ResNet34V2.config │ │ ├── ImageNet-ResNet50V1.config │ │ ├── ImageNet-ResNet50V2.config │ │ ├── ImageNet-ResNext50-32x4dV2.config │ │ ├── NAS-CIFAR-GDAS_V1.config │ │ ├── NAS-CIFAR-NAS.config │ │ ├── NAS-CIFAR-SETN.config │ │ ├── NAS-IMAGENET-DARTS_V2.config │ │ ├── NAS-IMAGENET-GDAS_V1.config │ │ ├── NAS-IMAGENET-SETN.config │ │ ├── NAS-IMAGENET-SETN1.config │ │ ├── NAS-IMAGENET-SETN2.config │ │ ├── NAS-IMAGENET-SETN3.config │ │ └── NAS-IMAGENET-SETN4.config │ ├── compares │ │ ├── CIFAR010-TAS-R110.config │ │ ├── CIFAR010-TAS-R56.config │ │ ├── CIFAR100-FIX-R32.config │ │ ├── CIFAR100-RAND-R32.config │ │ ├── CIFAR100-TAS-R110.config │ │ ├── CIFAR100-TAS-R32.config │ │ └── CIFAR100-TAS-R56.config │ ├── nas-benchmark │ │ ├── CIFAR.config │ │ ├── ImageNet-16.config │ │ ├── ImageNet16-120-split.txt │ │ ├── LESS.config │ │ ├── algos │ │ │ ├── DARTS.config │ │ │ ├── ENAS.config │ │ │ ├── GDAS.config │ │ │ ├── R-EA.config │ │ │ ├── RANDOM.config │ │ │ ├── SETN.config │ │ │ ├── SPOS.config │ │ │ ├── SPOS_standalone.config │ │ │ ├── SPOS_standalone_cifar10.config │ │ │ ├── SPOS_standalone_cifar100.config │ │ │ └── SPOS_standalone_imagenet.config │ │ ├── cifar-split.txt │ │ ├── cifar100-test-split.txt │ │ └── imagenet-16-120-test-split.txt │ ├── opts │ │ ├── CIFAR-E300-W5-L1-COS.config │ │ ├── CIFAR-E300-W5-L4-COS.config │ │ ├── CIFAR-E600-W5-L1-COS.config │ │ ├── CIFAR-Fast-Random.config │ │ ├── CIFAR-Slow-Random.config │ │ ├── Com-Paddle-NAS.config │ │ ├── Com-Paddle-RES.config │ │ ├── ImageNet-E120-Cos-Smooth.config │ │ ├── ImageNet-E120-Cos-Soft.config │ │ ├── ImageNet-E120-Step-Soft.config │ │ ├── NAS-CIFAR-V2.config │ │ ├── NAS-CIFAR.config │ │ └── NAS-IMAGENET.config │ ├── search-KD-opts │ │ ├── ImageNet-E120-Cos-Soft.config │ │ └── ImageNet-E150-MobileFast.config │ ├── search-archs │ │ ├── GDAS-NASNet-CIFAR.config │ │ ├── ImageNet-MobileNetV2-X.config │ │ ├── ImageNet-ResNet18V1.config │ │ ├── ImageNet-ResNet34V1.config │ │ └── ImageNet-ResNet50V1.config │ ├── search-opts │ │ ├── CIFAR.config │ │ ├── CIFARX.config │ │ ├── CIFARXX.config │ │ ├── GDAS-NASNet-CIFAR.config │ │ ├── ImageNet-MobileFast.config │ │ └── ImageNet-ResNet.config │ └── temps │ │ ├── T-MobileNetV2-X.config │ │ ├── T-ResNet18.config │ │ ├── T-ResNet50.config │ │ ├── X-ResNet18.config │ │ └── X-ResNet50.config ├── exps │ ├── KD-main.py │ ├── NAS-Bench-201 │ │ ├── corr_data │ │ │ ├── ImageNet16-120_acc_tau_dict.tau │ │ │ ├── ImageNet16-120_add_tau_dict.tau │ │ │ ├── ImageNet16-120_angle_tau_dict.tau │ │ │ ├── cifar100_acc_tau_dict.tau │ │ │ ├── cifar100_add_tau_dict.tau │ │ │ ├── cifar100_angle_tau_dict.tau │ │ │ ├── cifar10_acc_tau_dict.tau │ │ │ ├── cifar10_add_tau_dict.tau │ │ │ ├── cifar10_angle_tau_dict.tau │ │ │ ├── rebn_ImageNet16-120_all_diff_seed_tau_dict.tau │ │ │ ├── rebn_ImageNet16-120_all_tau_dict.tau │ │ │ ├── rebn_cifar100_all_diff_seed_tau_dict.tau │ │ │ ├── rebn_cifar100_all_tau_dict.tau │ │ │ ├── rebn_cifar10_all_diff_seed_tau_dict.tau │ │ │ └── rebn_cifar10_all_tau_dict.tau │ │ └── visualize.py │ ├── algos │ │ ├── BOHB.py │ │ ├── DARTS-V1.py │ │ ├── DARTS-V2.py │ │ ├── ENAS.py │ │ ├── GDAS.py │ │ ├── RANDOM-NAS.py │ │ ├── RANDOM.py │ │ ├── R_EA.py │ │ ├── SETN.py │ │ ├── SPOS.py │ │ └── reinforce.py │ ├── angle │ │ ├── cal_correlation.py │ │ ├── dropnode_by_acc.py │ │ ├── dropnode_by_angle.py │ │ ├── dropnode_by_magnitude.py │ │ ├── get_acc.py │ │ ├── get_angle_evolution.py │ │ ├── get_angles.py │ │ ├── get_standalone_ranks.py │ │ ├── train_a_standalone_model.py │ │ ├── train_standalone_models.py │ │ ├── train_supernet.py │ │ └── weight_angle.py │ ├── basic-eval.py │ ├── basic-main.py │ ├── prepare.py │ ├── search-shape.py │ ├── search-transformable.py │ └── vis │ │ └── test.py ├── lib │ ├── config_utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ ├── attention_args.cpython-35.pyc │ │ │ ├── basic_args.cpython-35.pyc │ │ │ ├── cls_init_args.cpython-35.pyc │ │ │ ├── cls_kd_args.cpython-35.pyc │ │ │ ├── configure_utils.cpython-35.pyc │ │ │ ├── pruning_args.cpython-35.pyc │ │ │ ├── random_baseline.cpython-35.pyc │ │ │ ├── search_args.cpython-35.pyc │ │ │ ├── search_single_args.cpython-35.pyc │ │ │ └── share_args.cpython-35.pyc │ │ ├── attention_args.py │ │ ├── basic_args.py │ │ ├── cls_init_args.py │ │ ├── cls_kd_args.py │ │ ├── configure_utils.py │ │ ├── pruning_args.py │ │ ├── random_baseline.py │ │ ├── search_args.py │ │ ├── search_single_args.py │ │ └── share_args.py │ ├── datasets │ │ ├── DownsampledImageNet.py │ │ ├── LandmarkDataset.py │ │ ├── SearchDatasetWrap.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── DownsampledImageNet.cpython-35.pyc │ │ │ ├── SearchDatasetWrap.cpython-35.pyc │ │ │ ├── __init__.cpython-35.pyc │ │ │ └── get_dataset_with_transform.cpython-35.pyc │ │ ├── get_dataset_with_transform.py │ │ ├── landmark_utils │ │ │ ├── __init__.py │ │ │ └── point_meta.py │ │ └── test_utils.py │ ├── log_utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ ├── logger.cpython-35.pyc │ │ │ ├── meter.cpython-35.pyc │ │ │ └── time_utils.cpython-35.pyc │ │ ├── logger.py │ │ ├── meter.py │ │ └── time_utils.py │ ├── models │ │ ├── CifarDenseNet.py │ │ ├── CifarResNet.py │ │ ├── CifarWideResNet.py │ │ ├── SharedUtils.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── SharedUtils.cpython-35.pyc │ │ │ ├── __init__.cpython-35.pyc │ │ │ └── cell_operations.cpython-35.pyc │ │ ├── cell_infers │ │ │ ├── __init__.py │ │ │ ├── cells.py │ │ │ └── tiny_network.py │ │ ├── cell_operations.py │ │ ├── cell_searchs │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-35.pyc │ │ │ │ ├── genotypes.cpython-35.pyc │ │ │ │ ├── search_cells.cpython-35.pyc │ │ │ │ ├── search_model_darts.cpython-35.pyc │ │ │ │ ├── search_model_enas.cpython-35.pyc │ │ │ │ ├── search_model_enas_utils.cpython-35.pyc │ │ │ │ ├── search_model_gdas.cpython-35.pyc │ │ │ │ ├── search_model_gdas_nasnet.cpython-35.pyc │ │ │ │ ├── search_model_random.cpython-35.pyc │ │ │ │ └── search_model_setn.cpython-35.pyc │ │ │ ├── _test_module.py │ │ │ ├── genotypes.py │ │ │ ├── search_cells.py │ │ │ ├── search_model_darts.py │ │ │ ├── search_model_enas.py │ │ │ ├── search_model_enas_utils.py │ │ │ ├── search_model_gdas.py │ │ │ ├── search_model_gdas_nasnet.py │ │ │ ├── search_model_random.py │ │ │ ├── search_model_setn.py │ │ │ └── search_model_spos.py │ │ ├── clone_weights.py │ │ ├── initialization.py │ │ ├── shape_infers │ │ │ ├── InferCifarResNet.py │ │ │ ├── InferCifarResNet_depth.py │ │ │ ├── InferCifarResNet_width.py │ │ │ ├── InferImagenetResNet.py │ │ │ ├── InferMobileNetV2.py │ │ │ ├── __init__.py │ │ │ └── shared_utils.py │ │ └── shape_searchs │ │ │ ├── SearchCifarResNet.py │ │ │ ├── SearchCifarResNet_depth.py │ │ │ ├── SearchCifarResNet_width.py │ │ │ ├── SearchImagenetResNet.py │ │ │ ├── SearchSimResNet_width.py │ │ │ ├── SoftSelect.py │ │ │ ├── __init__.py │ │ │ └── test.py │ ├── nas_102_api │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ └── api.cpython-35.pyc │ │ └── api.py │ ├── nas_infer_model │ │ ├── DXYs │ │ │ ├── CifarNet.py │ │ │ ├── ImageNet.py │ │ │ ├── __init__.py │ │ │ ├── base_cells.py │ │ │ ├── construct_utils.py │ │ │ ├── genotypes.py │ │ │ └── head_utils.py │ │ ├── __init__.py │ │ └── operations.py │ ├── procedures │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ ├── optimizers.cpython-35.pyc │ │ │ └── starts.cpython-35.pyc │ │ ├── basic_main.py │ │ ├── optimizers.py │ │ ├── search_main.py │ │ ├── search_main_v2.py │ │ ├── simple_KD_main.py │ │ └── starts.py │ ├── tf_models │ │ ├── __init__.py │ │ ├── cell_operations.py │ │ └── cell_searchs │ │ │ ├── __init__.py │ │ │ ├── search_cells.py │ │ │ └── search_model_gdas.py │ ├── tf_optimizers │ │ ├── __init__.py │ │ └── weight_decay_optimizers.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── affine_utils.cpython-35.pyc │ │ ├── evaluation_utils.cpython-35.pyc │ │ ├── flop_benchmark.cpython-35.pyc │ │ └── gpu_manager.cpython-35.pyc │ │ ├── affine_utils.py │ │ ├── evaluation_utils.py │ │ ├── flop_benchmark.py │ │ ├── gpu_manager.py │ │ └── nas_utils.py ├── script.sh ├── scripts-search │ ├── GDAS-search-NASNet-space.sh │ ├── NAS-Bench-201 │ │ ├── build.sh │ │ ├── meta-gen.sh │ │ ├── train-a-net.sh │ │ └── train-models.sh │ ├── algos │ │ ├── DARTS-V1.sh │ │ ├── ENAS.sh │ │ ├── GDAS.sh │ │ ├── SETN.sh │ │ ├── SPOS.sh │ │ ├── cal_correlation.sh │ │ ├── dropnode_by_acc.sh │ │ ├── dropnode_by_angle.sh │ │ ├── dropnode_by_magnitude.sh │ │ ├── get_acc.sh │ │ ├── get_angle_evolution.sh │ │ ├── get_angles.sh │ │ ├── get_standalone_ranks.sh │ │ ├── train_a_standalone_model.sh │ │ ├── train_standalone_models.sh │ │ └── train_supernet.sh │ ├── search-depth-cifar.sh │ ├── search-depth-gumbel.sh │ ├── search-shape-cifar.sh │ ├── search-width-cifar.sh │ └── search-width-gumbel.sh └── scripts │ ├── base-train.sh │ ├── nas-infer-train.sh │ ├── prepare.sh │ └── tas-infer-train.sh ├── ProxylessNAS ├── searching │ ├── .gitignore │ ├── README.md │ ├── imagenet_arch_search.py │ ├── imagenet_run_exp.py │ ├── models │ │ ├── __init__.py │ │ ├── normal_nets │ │ │ └── proxyless_nets.py │ │ └── super_nets │ │ │ └── super_proxyless.py │ ├── modules │ │ ├── layers.py │ │ └── mix_op.py │ ├── nas_manager.py │ ├── run_manager.py │ ├── script.sh │ └── utils_proxylessNAS │ │ ├── __init__.py │ │ ├── latency_estimator.py │ │ ├── my_modules.py │ │ └── pytorch_utils.py └── training │ ├── config.py │ ├── model.py │ ├── script.sh │ ├── sftp-config.json │ ├── torch_blocks.py │ └── train_from_scratch.py ├── README.md ├── SPOS ├── searching │ ├── config.py │ ├── main.py │ ├── mq_server_base.py │ ├── script.sh │ ├── search.py │ ├── super_model.py │ ├── test_server.py │ ├── torch_blocks.py │ └── train.py ├── shrinking │ ├── config.py │ ├── main.py │ ├── script.sh │ ├── 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