├── .gitignore ├── LICENSE.md ├── README.md ├── experiments ├── README.md ├── __init__.py ├── configs │ ├── networks │ │ ├── discovered │ │ │ └── fairnas │ │ │ │ └── dna │ │ │ │ ├── Net_dna_298325_1_11.network_config │ │ │ │ ├── Net_dna_298325_1_13.network_config │ │ │ │ ├── Net_dna_298325_1_17.network_config │ │ │ │ ├── Net_dna_298325_1_27.network_config │ │ │ │ └── Net_dna_298325_1_4.network_config │ │ ├── originals │ │ │ ├── darts │ │ │ │ ├── ASAP.network_config │ │ │ │ ├── DARTS_V1.network_config │ │ │ │ ├── DARTS_V2.network_config │ │ │ │ ├── MdeNAS.network_config │ │ │ │ ├── PDARTS.network_config │ │ │ │ ├── PR_DARTS_DL1.network_config │ │ │ │ └── PR_DARTS_DL2.network_config │ │ │ ├── mobilenet │ │ │ │ ├── EfficientNetB0.network_config │ │ │ │ ├── FairNasA.network_config │ │ │ │ ├── FairNasB.network_config │ │ │ │ ├── FairNasC.network_config │ │ │ │ ├── MixNetM.network_config │ │ │ │ ├── MixNetS.network_config │ │ │ │ ├── MobileNetV2.network_config │ │ │ │ ├── MobileNetV3Large100.network_config │ │ │ │ ├── MobileNetV3Small100.network_config │ │ │ │ ├── ProxylessRMobile.network_config │ │ │ │ ├── ScarletNasA.network_config │ │ │ │ ├── ScarletNasB.network_config │ │ │ │ └── ScarletNasC.network_config │ │ │ ├── resnet │ │ │ │ ├── ResNet101.network_config │ │ │ │ ├── ResNet18.network_config │ │ │ │ ├── ResNet34.network_config │ │ │ │ └── ResNet50.network_config │ │ │ └── shufflenet │ │ │ │ ├── SPOSNet.network_config │ │ │ │ └── ShuffleNetV2PlusMedium.network_config │ │ ├── search │ │ │ ├── bench201.run_config │ │ │ ├── darts.run_config │ │ │ ├── efficientnet.run_config │ │ │ ├── fairnas.run_config │ │ │ ├── fairnas_shared.run_config │ │ │ ├── fairnas_small.run_config │ │ │ ├── mobilenet_v2.run_config │ │ │ ├── proxylessnas.run_config │ │ │ ├── scarletnas.run_config │ │ │ ├── shufflenet_v2.run_config │ │ │ ├── test_small_net.run_config │ │ │ └── uninas1.run_config │ │ └── tests │ │ │ └── imagenet_small.network_config │ ├── tasks │ │ ├── cream1.run_config │ │ ├── d1_asap.run_config │ │ ├── d1_dartsv1.run_config │ │ ├── d1_gdas.run_config │ │ ├── d1_mdenas.run_config │ │ ├── d2_cifar.run_config │ │ ├── d2_imagenet.run_config │ │ ├── d2_pbt_client_cinic.run_config │ │ ├── d2_pbt_server.run_config │ │ ├── dna1.run_config │ │ ├── dna2.run_config │ │ ├── fit_classic.run_config │ │ ├── profile_macs.run_config │ │ ├── s1_fairnas.run_config │ │ ├── s1_random.run_config │ │ ├── s2_pymoo_nsga2.run_config │ │ ├── s2_self_nsga2.run_config │ │ ├── s3.run_config │ │ ├── s3_extract_s1.run_config │ │ └── s3rms.run_config │ └── tasks_bench │ │ ├── s1_cotc_cifar.run_config │ │ ├── s1_fairnas_cifar.run_config │ │ ├── s1_random_cifar.run_config │ │ ├── s2_create_net_bench.run_config │ │ ├── s2_eval_net_bench.run_config │ │ ├── s2_hpo_nsga2.run_config │ │ ├── s2_hpo_random.run_config │ │ ├── s2_pymoo_nsga2.run_config │ │ └── s3_extract_s1.run_config ├── demo │ ├── __init__.py │ └── inter_choice_weights │ │ ├── __init__.py │ │ ├── icw1_train_supernet_imagenet.py │ │ ├── icw1_train_supernet_nats.py │ │ ├── icw1_train_supernet_nbmacro.py │ │ └── icw2_eval_supernet.py └── examples │ ├── __init__.py │ ├── example_bench_correlate.py │ ├── example_cotc.py │ ├── example_d1.py │ ├── example_d2_cifar.py │ ├── example_d2_mnist.py │ ├── example_dna1.py │ ├── example_dna2.py │ ├── example_fit_classic.py │ ├── example_pbt_s3.py │ ├── example_pbt_server.py │ ├── example_profile.py │ ├── example_run_bench_cotc.py │ ├── example_run_bench_d1.py │ ├── example_run_bench_s1.py │ ├── example_run_bench_s1_periodic_bench.py │ ├── example_run_bench_s2_hpo.py │ ├── example_run_config.py │ ├── example_s1.py │ ├── example_s1_mini.py │ ├── example_s1_profiled.py │ ├── example_s1_toy.py │ ├── example_s2_create_net_bench.py │ ├── example_s2_eval_net_bench.py │ ├── example_s2_pymoo_nsga2.py │ ├── example_s2_self_nsga2.py │ ├── example_s2_self_specific.py │ ├── example_s3.py │ ├── example_s3_labpal.py │ ├── example_s3_profiled.py │ └── example_s3_toy.py ├── global_config.example.json ├── media ├── args_tree.profile.pdf ├── args_tree.s1.pdf ├── args_tree.s2.pdf ├── args_tree.s3.pdf ├── bench201_net.pdf ├── s1.pdf ├── search_net.pdf └── src │ ├── bench201_net.drawio │ ├── s1.drawio │ ├── search_net.drawio │ ├── structure1.drawio │ └── structure2.drawio ├── requirements.txt ├── tests ├── __init__.py ├── test_cream.py ├── test_create_models.py ├── test_layers.py ├── test_methods.py ├── test_metrics.py ├── test_models.py └── test_run_scripts.py └── uninas ├── __init__.py ├── builder.py ├── data ├── __init__.py ├── abstract.py ├── augmentations │ ├── __init__.py │ ├── albumentations_.py │ ├── autoaugment.py │ ├── cutout.py │ ├── darts.py │ ├── mixup.py │ └── timm_.py └── datasets │ ├── __init__.py │ ├── cifar.py │ ├── cinic.py │ ├── imagenet.py │ ├── imagenet16.py │ ├── mnist.py │ ├── profiled.py │ ├── random_.py │ ├── subimagenet.py │ └── toy.py ├── gui ├── __init__.py ├── interactive.py └── tk_gui │ ├── __init__.py │ ├── main.py │ └── utils │ ├── __init__.py │ ├── toggled.py │ └── tooltip.py ├── main.py ├── methods ├── __init__.py ├── abstract_method.py ├── abstract_strategy.py ├── asap.py ├── cotc.py ├── darts.py ├── dna.py ├── gdas.py ├── mdenas.py ├── random.py ├── random_fair.py ├── retrain.py └── strategy_manager.py ├── models ├── __init__.py ├── abstract.py ├── networks │ ├── __init__.py │ ├── abstract.py │ ├── abstract2.py │ ├── mini │ │ ├── __init__.py │ │ └── fully_connected.py │ ├── mmdet │ │ ├── __init__.py │ │ ├── abstract.py │ │ ├── backbone.py │ │ └── backend.py │ ├── timm │ │ ├── __init__.py │ │ ├── abstract.py │ │ └── efficientnet.py │ └── uninas │ │ ├── __init__.py │ │ ├── abstract.py │ │ ├── retrain.py │ │ └── search.py └── other │ ├── __init__.py │ ├── sklearn_.py │ ├── tabular.py │ └── xgboost_.py ├── modules ├── __init__.py ├── activations │ ├── __init__.py │ ├── common.py │ ├── mish.py │ └── swish.py ├── attention │ ├── __init__.py │ ├── abstract.py │ ├── eca.py │ └── squeezeandexcitation.py ├── blocks │ ├── __init__.py │ ├── abstract.py │ ├── bench201.py │ └── darts.py ├── cells │ ├── __init__.py │ ├── abstract.py │ ├── bench201.py │ ├── darts.py │ └── single_layer.py ├── heads │ ├── __init__.py │ ├── abstract.py │ ├── bench201.py │ ├── cnn.py │ ├── cnn_pw.py │ ├── darts.py │ └── identity.py ├── layers │ ├── __init__.py │ ├── abstract.py │ ├── cnn.py │ ├── common.py │ ├── mixconv.py │ ├── mobilenet.py │ ├── resnet.py │ ├── scarletnas.py │ ├── shufflenet.py │ ├── singlepathnas.py │ └── superkernels.py ├── mixed │ ├── __init__.py │ ├── attention.py │ ├── bias.py │ ├── bias_sum.py │ ├── mixedop.py │ ├── mul_bias.py │ └── weights.py ├── modules │ ├── __init__.py │ ├── abstract.py │ ├── cnn.py │ ├── misc.py │ └── shared.py ├── networks │ ├── __init__.py │ ├── abstract.py │ └── stackedcells.py ├── primitives │ ├── __init__.py │ ├── abstract.py │ ├── bench101.py │ ├── bench201.py │ ├── bench_macro.py │ ├── darts.py │ ├── efficientnet.py │ ├── mobilenet.py │ ├── prdarts.py │ ├── scarletnas.py │ ├── shufflenet.py │ ├── test_primitives.py │ ├── uninas_.py │ └── uninas_learn_predictors.py └── stems │ ├── __init__.py │ ├── abstract.py │ ├── cnn.py │ ├── darts.py │ ├── linear.py │ └── mobilenet.py ├── optimization ├── __init__.py ├── benchmarks │ ├── __init__.py │ └── mini │ │ ├── __init__.py │ │ ├── benchmark.py │ │ ├── result.py │ │ ├── surrogate.py │ │ ├── tabular.py │ │ ├── tabular_nasbench101.py │ │ ├── tabular_nasbench_macro.py │ │ ├── tabular_nats_bench.py │ │ ├── tabular_parsed.py │ │ └── tabular_search.py ├── cream │ ├── __init__.py │ └── matching_board.py ├── estimators │ ├── __init__.py │ ├── abstract.py │ ├── bench.py │ ├── model.py │ └── net.py ├── hpo │ ├── __init__.py │ ├── pymoo │ │ ├── __init__.py │ │ ├── algorithms │ │ │ ├── __init__.py │ │ │ ├── abstract.py │ │ │ └── nsga2.py │ │ ├── crossover.py │ │ ├── mutation.py │ │ ├── problem.py │ │ ├── result.py │ │ ├── sampling.py │ │ └── terminations.py │ └── uninas │ │ ├── __init__.py │ │ ├── algorithms │ │ ├── __init__.py │ │ ├── abstract.py │ │ ├── nsga2.py │ │ ├── randomly.py │ │ └── specific.py │ │ ├── candidate.py │ │ ├── crossover.py │ │ ├── population.py │ │ └── values.py ├── metrics │ ├── __init__.py │ └── nas │ │ ├── __init__.py │ │ ├── abstract.py │ │ ├── by_value.py │ │ ├── correlations.py │ │ └── improvement.py ├── pbt │ ├── __init__.py │ ├── events.py │ ├── mutations │ │ ├── __init__.py │ │ ├── abstract.py │ │ ├── optimizer.py │ │ └── regularizer.py │ ├── response.py │ ├── save.py │ └── selector │ │ ├── __init__.py │ │ ├── abstract.py │ │ └── default.py ├── profilers │ ├── __init__.py │ ├── abstract.py │ ├── functions.py │ ├── sample.py │ └── tabular.py ├── target.py └── task.py ├── register.py ├── tasks ├── __init__.py ├── abstract.py ├── fit_classic_model.py ├── hpo_dna.py ├── hpo_pymoo.py ├── hpo_self.py ├── pbt.py ├── profile.py └── single.py ├── training ├── __init__.py ├── callbacks │ ├── __init__.py │ ├── abstract.py │ ├── checkpoint.py │ ├── create_bench.py │ ├── mixedop.py │ └── pbt.py ├── clones │ ├── __init__.py │ ├── abstract.py │ └── ema.py ├── criteria │ ├── __init__.py │ ├── abstract.py │ ├── common.py │ └── distill.py ├── devices │ ├── __init__.py │ ├── abstract.py │ ├── cpu.py │ ├── cuda.py │ └── test.py ├── initializers │ ├── __init__.py │ ├── abstract.py │ ├── fairnas.py │ ├── load.py │ └── spos.py ├── metrics │ ├── __init__.py │ ├── abstract.py │ ├── accuracy.py │ ├── confusion_matrix.py │ ├── correlation.py │ ├── criterion.py │ ├── distill.py │ └── fit_distributions.py ├── optimizers │ ├── __init__.py │ ├── abstract.py │ ├── adabelief.py │ ├── adabound.py │ ├── common.py │ ├── debug.py │ └── timm_.py ├── regularizers │ ├── __init__.py │ ├── abstract.py │ └── drop.py ├── result.py ├── schedulers │ ├── __init__.py │ ├── abstract.py │ └── common.py └── trainer │ ├── __init__.py │ ├── abstract.py │ ├── abstract2.py │ ├── lightning.py │ ├── simple.py │ └── simple_ddp.py ├── utils ├── __init__.py ├── args.py ├── connection.py ├── generate │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── hw_nas_api.py │ │ └── subImageNet │ │ │ ├── README.md │ │ │ └── generate_subImageNet.py │ └── networks │ │ ├── __init__.py │ │ ├── darts_configs.py │ │ ├── manually │ │ ├── __init__.py │ │ ├── abstract.py │ │ ├── mixnet.py │ │ ├── mobilenet.py │ │ ├── resnet.py │ │ └── shufflenet.py │ │ └── super_configs.py ├── loggers │ ├── __init__.py │ ├── exp.py │ ├── python.py │ └── resources.py ├── meta.py ├── misc.py ├── np.py ├── parsing │ ├── __init__.py │ └── tensorboard_.py ├── paths.py ├── shape.py ├── system.py ├── torch │ ├── __init__.py │ ├── decorators.py │ ├── loader.py │ ├── misc.py │ ├── onnx_.py │ └── standalone.py ├── types.py └── visualize │ ├── __init__.py │ ├── args.py │ ├── criteria.py │ ├── data.py │ ├── lr_schedule.py │ ├── net_darts.py │ ├── net_generic.py │ └── net_super.py └── verify.py /.gitignore: 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