├── .editorconfig ├── .gitignore ├── .pre-commit-config.yaml ├── CITATION.cff ├── LICENSE ├── README.md ├── benchmarks ├── evaluation │ ├── objective.py │ ├── train.py │ └── utils.py ├── objectives │ ├── NOTICE │ ├── addNIST.py │ ├── cifarTile.py │ ├── cifar_activation.py │ ├── custom_nb201 │ │ ├── DownsampledImageNet.py │ │ ├── cell_operations.py │ │ ├── config_utils.py │ │ ├── configs │ │ │ ├── CIFAR.config │ │ │ ├── ImageNet-16.config │ │ │ ├── ImageNet16-120-split.txt │ │ │ ├── LESS.config │ │ │ ├── cifar-split.txt │ │ │ ├── cifar100-test-split.txt │ │ │ └── imagenet-16-120-test-split.txt │ │ ├── custom_augmentations.py │ │ ├── evaluate_utils.py │ │ ├── genotypes.py │ │ ├── infer_cell.py │ │ └── tiny_network.py │ ├── darts_cnn.py │ ├── darts_utils │ │ ├── train.py │ │ └── train_search.py │ ├── hierarchical_nb201.py │ └── utils.py ├── search_spaces │ ├── activation_function_search │ │ ├── cifar_models │ │ │ ├── __init__.py │ │ │ └── resnet.py │ │ ├── grammar.cfg │ │ ├── graph.py │ │ ├── kvary_operations.py │ │ ├── stacking.py │ │ ├── topologies.py │ │ └── unary_operations.py │ ├── darts_cnn │ │ ├── cell.cfg │ │ ├── genotypes.py │ │ ├── graph.py │ │ ├── model.py │ │ ├── net2wider.py │ │ ├── operations.py │ │ ├── primitives.py │ │ ├── topologies.py │ │ ├── utils.py │ │ └── visualize.py │ └── hierarchical_nb201 │ │ ├── grammars │ │ ├── cell.cfg │ │ ├── cell_flexible.cfg │ │ ├── conv_block.cfg │ │ ├── macro.cfg │ │ └── macro_fixed_repetitive.cfg │ │ ├── graph.py │ │ ├── primitives.py │ │ └── topologies.py └── utils │ ├── objective.py │ ├── torch_error_message.py │ └── utils.py ├── experiments ├── darts_evaluate.py ├── darts_train_search.py ├── darts_utils │ ├── architect.py │ ├── cell_operations.py │ ├── genotypes.py │ ├── net2wider.py │ ├── search_cells.py │ ├── search_model.py │ ├── search_model_gdas.py │ └── utils.py ├── optimize.py ├── optimize_naswot.py ├── surrogate_regression.py ├── utils │ └── dataset_generation │ │ ├── NOTICE │ │ ├── data_packager.py │ │ ├── gen_cifartile.py │ │ ├── gen_gutenberg.py │ │ ├── gen_language_data.py │ │ ├── gen_multnist_data.py │ │ └── visualize_examples.py ├── utils_modelsummary.py ├── zero_cost_proxies_utils │ ├── NOTICE │ ├── __init__.py │ ├── epe_nas.py │ ├── fisher.py │ ├── grad_norm.py │ ├── grasp.py │ ├── jacov.py │ ├── l2_norm.py │ ├── model_stats.py │ ├── nwot.py │ ├── p_utils.py │ ├── plain.py │ ├── snip.py │ ├── synflow.py │ └── zen.py └── zero_cost_rank_correlation.py ├── install_dev_utils └── poetry.sh ├── poetry.lock └── pyproject.toml /.editorconfig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/.editorconfig -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/CITATION.cff -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/README.md -------------------------------------------------------------------------------- /benchmarks/evaluation/objective.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/evaluation/objective.py -------------------------------------------------------------------------------- /benchmarks/evaluation/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/evaluation/train.py -------------------------------------------------------------------------------- /benchmarks/evaluation/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/evaluation/utils.py -------------------------------------------------------------------------------- /benchmarks/objectives/NOTICE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/NOTICE -------------------------------------------------------------------------------- /benchmarks/objectives/addNIST.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/addNIST.py -------------------------------------------------------------------------------- /benchmarks/objectives/cifarTile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/cifarTile.py -------------------------------------------------------------------------------- /benchmarks/objectives/cifar_activation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/cifar_activation.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/DownsampledImageNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/DownsampledImageNet.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/cell_operations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/cell_operations.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/config_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/config_utils.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/configs/CIFAR.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/configs/CIFAR.config -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/configs/ImageNet-16.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/configs/ImageNet-16.config -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/configs/ImageNet16-120-split.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/configs/ImageNet16-120-split.txt -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/configs/LESS.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/configs/LESS.config -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/configs/cifar-split.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/configs/cifar-split.txt -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/configs/cifar100-test-split.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/configs/cifar100-test-split.txt -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/configs/imagenet-16-120-test-split.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/configs/imagenet-16-120-test-split.txt -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/custom_augmentations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/custom_augmentations.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/evaluate_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/evaluate_utils.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/genotypes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/genotypes.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/infer_cell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/infer_cell.py -------------------------------------------------------------------------------- /benchmarks/objectives/custom_nb201/tiny_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/custom_nb201/tiny_network.py -------------------------------------------------------------------------------- /benchmarks/objectives/darts_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/darts_cnn.py -------------------------------------------------------------------------------- /benchmarks/objectives/darts_utils/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/darts_utils/train.py -------------------------------------------------------------------------------- /benchmarks/objectives/darts_utils/train_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/darts_utils/train_search.py -------------------------------------------------------------------------------- /benchmarks/objectives/hierarchical_nb201.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/hierarchical_nb201.py -------------------------------------------------------------------------------- /benchmarks/objectives/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/objectives/utils.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/cifar_models/__init__.py: -------------------------------------------------------------------------------- 1 | from .resnet import * 2 | -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/cifar_models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/activation_function_search/cifar_models/resnet.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/grammar.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/activation_function_search/grammar.cfg -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/activation_function_search/graph.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/kvary_operations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/activation_function_search/kvary_operations.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/stacking.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/activation_function_search/stacking.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/topologies.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/activation_function_search/topologies.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/activation_function_search/unary_operations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/activation_function_search/unary_operations.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/cell.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/cell.cfg -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/genotypes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/genotypes.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/graph.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/model.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/net2wider.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/net2wider.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/operations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/operations.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/primitives.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/primitives.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/topologies.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/topologies.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/utils.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/darts_cnn/visualize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/darts_cnn/visualize.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/grammars/cell.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/grammars/cell.cfg -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/grammars/cell_flexible.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/grammars/cell_flexible.cfg -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/grammars/conv_block.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/grammars/conv_block.cfg -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/grammars/macro.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/grammars/macro.cfg -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/grammars/macro_fixed_repetitive.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/grammars/macro_fixed_repetitive.cfg -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/graph.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/primitives.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/primitives.py -------------------------------------------------------------------------------- /benchmarks/search_spaces/hierarchical_nb201/topologies.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/search_spaces/hierarchical_nb201/topologies.py -------------------------------------------------------------------------------- /benchmarks/utils/objective.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/utils/objective.py -------------------------------------------------------------------------------- /benchmarks/utils/torch_error_message.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/utils/torch_error_message.py -------------------------------------------------------------------------------- /benchmarks/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/benchmarks/utils/utils.py -------------------------------------------------------------------------------- /experiments/darts_evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_evaluate.py -------------------------------------------------------------------------------- /experiments/darts_train_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_train_search.py -------------------------------------------------------------------------------- /experiments/darts_utils/architect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/architect.py -------------------------------------------------------------------------------- /experiments/darts_utils/cell_operations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/cell_operations.py -------------------------------------------------------------------------------- /experiments/darts_utils/genotypes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/genotypes.py -------------------------------------------------------------------------------- /experiments/darts_utils/net2wider.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/net2wider.py -------------------------------------------------------------------------------- /experiments/darts_utils/search_cells.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/search_cells.py -------------------------------------------------------------------------------- /experiments/darts_utils/search_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/search_model.py -------------------------------------------------------------------------------- /experiments/darts_utils/search_model_gdas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/search_model_gdas.py -------------------------------------------------------------------------------- /experiments/darts_utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/darts_utils/utils.py -------------------------------------------------------------------------------- /experiments/optimize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/optimize.py -------------------------------------------------------------------------------- /experiments/optimize_naswot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/optimize_naswot.py -------------------------------------------------------------------------------- /experiments/surrogate_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/surrogate_regression.py -------------------------------------------------------------------------------- /experiments/utils/dataset_generation/NOTICE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils/dataset_generation/NOTICE -------------------------------------------------------------------------------- /experiments/utils/dataset_generation/data_packager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils/dataset_generation/data_packager.py -------------------------------------------------------------------------------- /experiments/utils/dataset_generation/gen_cifartile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils/dataset_generation/gen_cifartile.py -------------------------------------------------------------------------------- /experiments/utils/dataset_generation/gen_gutenberg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils/dataset_generation/gen_gutenberg.py -------------------------------------------------------------------------------- /experiments/utils/dataset_generation/gen_language_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils/dataset_generation/gen_language_data.py -------------------------------------------------------------------------------- /experiments/utils/dataset_generation/gen_multnist_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils/dataset_generation/gen_multnist_data.py -------------------------------------------------------------------------------- /experiments/utils/dataset_generation/visualize_examples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils/dataset_generation/visualize_examples.py -------------------------------------------------------------------------------- /experiments/utils_modelsummary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/utils_modelsummary.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/NOTICE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/NOTICE -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/__init__.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/epe_nas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/epe_nas.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/fisher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/fisher.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/grad_norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/grad_norm.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/grasp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/grasp.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/jacov.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/jacov.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/l2_norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/l2_norm.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/model_stats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/model_stats.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/nwot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/nwot.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/p_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/p_utils.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/plain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/plain.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/snip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/snip.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/synflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/synflow.py -------------------------------------------------------------------------------- /experiments/zero_cost_proxies_utils/zen.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_proxies_utils/zen.py -------------------------------------------------------------------------------- /experiments/zero_cost_rank_correlation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/experiments/zero_cost_rank_correlation.py -------------------------------------------------------------------------------- /install_dev_utils/poetry.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/install_dev_utils/poetry.sh -------------------------------------------------------------------------------- /poetry.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/poetry.lock -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/automl/hierarchical_nas_construction/HEAD/pyproject.toml --------------------------------------------------------------------------------