├── .gitignore ├── LICENSE ├── MANIFEST.in ├── NOTICE ├── README.md ├── configs ├── action_recognition │ ├── E3D_X3DL_FLOPs.py │ ├── E3D_X3DM_FLOPs.py │ ├── E3D_X3DS_FLOPs.py │ ├── README.md │ └── models │ │ ├── E3D_L.txt │ │ ├── E3D_M.txt │ │ └── E3D_S.txt ├── classification │ ├── MBV2_FLOPs.py │ ├── R50_FLOPs.py │ ├── README.md │ ├── deepmad_29M_224.py │ ├── deepmad_29M_288.py │ ├── deepmad_50M.py │ ├── deepmad_89M.py │ ├── deepmad_R18_FLOPs.py │ ├── deepmad_R34_FLOPs.py │ ├── deepmad_R50_FLOPs.py │ └── models │ │ ├── R152-like.txt │ │ ├── R18-like.txt │ │ ├── R50-like.txt │ │ ├── deepmad-29M-224.txt │ │ ├── deepmad-29M-288.txt │ │ ├── deepmad-50M.txt │ │ ├── deepmad-89M.txt │ │ ├── deepmad-R18.txt │ │ ├── deepmad-R34.txt │ │ └── deepmad-R50.txt ├── damoyolo │ ├── damoyolo_k1kx_small.py │ ├── damoyolo_k1kx_tiny.py │ └── damoyolo_kxkx_medium.py ├── detection │ ├── R50_FLOPs.py │ ├── R50_FLOPs_predictor.py │ ├── README.md │ └── models │ │ ├── gfocal_maedet │ │ ├── gfocal_r50_fpn_ms6x.py │ │ ├── maedet_l_6x_lr0.02.py │ │ ├── maedet_m_6x_lr0.02.py │ │ └── maedet_s_6x_lr0.02.py │ │ ├── madnas.py │ │ ├── maedet_l.txt │ │ ├── maedet_m.txt │ │ └── maedet_s.txt └── quant │ ├── Mixed_19d2G.py │ ├── Mixed_7d0G.py │ ├── README.md │ └── models │ ├── mixed19d2G.txt │ └── mixed7d0G.txt ├── docs └── arch.png ├── get_started.md ├── installation.md ├── modelscope ├── __init__.py ├── fileio │ ├── __init__.py │ ├── file.py │ ├── format │ │ ├── __init__.py │ │ ├── base.py │ │ ├── json.py │ │ └── yaml.py │ └── io.py ├── utils │ ├── __init__.py │ ├── config.py │ ├── config_ds.py │ ├── constant.py │ ├── data_utils.py │ ├── error.py │ ├── file_utils.py │ ├── import_utils.py │ ├── json_utils.py │ ├── logger.py │ ├── megatron_utils.py │ ├── metric.py │ ├── model_tag.py │ ├── plugins.py │ ├── registry.py │ ├── tensor_utils.py │ ├── timer.py │ ├── torch_utils.py │ ├── type_assert.py │ └── typing.py └── version.py ├── requirements ├── nas.txt └── tests.txt ├── setup.cfg ├── setup.py ├── tinynas ├── __init__.py ├── budgets │ ├── README.md │ ├── __init__.py │ ├── base.py │ ├── budgets.py │ └── builder.py ├── deploy │ ├── cnn3dnet │ │ ├── cnn3dnet.py │ │ ├── demo.py │ │ └── modules │ │ │ ├── __init__.py │ │ │ ├── blocks_basic_3D.py │ │ │ └── super_res3d_k1dwk1.py │ └── cnnnet │ │ ├── cnnnet.py │ │ ├── demo.py │ │ └── modules │ │ ├── __init__.py │ │ ├── blocks_basic.py │ │ ├── qconv.py │ │ ├── super_quant_res_k1dwk1.py │ │ ├── super_res_k1dwk1.py │ │ ├── super_res_k1dwsek1.py │ │ ├── super_res_k1kx.py │ │ ├── super_res_k1kxk1.py │ │ └── super_res_kxkx.py ├── evolutions │ ├── README.md │ ├── __init__.py │ └── population.py ├── latency │ ├── __init__.py │ ├── builder.py │ ├── op_predictor.py │ ├── op_profiler │ │ ├── R50.txt │ │ ├── README.md │ │ ├── V100 │ │ │ ├── conv_data.out │ │ │ ├── conv_data.out.fp16 │ │ │ ├── conv_data.out.fp16.damoyolo │ │ │ └── conv_data.out.int8 │ │ ├── __init__.py │ │ ├── op_profiler.jpg │ │ ├── predictor.py │ │ ├── python │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── config.in │ │ │ ├── read_log.py │ │ │ ├── sample.sh │ │ │ └── sampler.py │ │ ├── test_predictor.py │ │ └── util.py │ └── robust_gpu_predictor.py ├── models │ ├── README.md │ ├── __init__.py │ ├── base.py │ ├── blocks_cnn_2d │ │ ├── __init__.py │ │ ├── blocks_basic.py │ │ ├── qconv.py │ │ ├── super_quant_res_k1dwk1.py │ │ ├── super_res_k1dwk1.py │ │ ├── super_res_k1dwsek1.py │ │ ├── super_res_k1kx.py │ │ ├── super_res_k1kxk1.py │ │ └── super_res_kxkx.py │ ├── blocks_cnn_3d │ │ ├── __init__.py │ │ ├── blocks_basic_3D.py │ │ └── super_res3d_k1dwk1.py │ ├── builder.py │ ├── cnn3dnet.py │ └── cnnnet.py ├── scores │ ├── README.md │ ├── __init__.py │ ├── builder.py │ ├── compute_deepmad.py │ ├── compute_ensemble.py │ ├── compute_madnas.py │ ├── compute_random.py │ └── compute_stentr.py ├── searchers │ ├── README.md │ ├── __init__.py │ ├── base.py │ ├── builder.py │ ├── searcher.py │ └── synchonizer.py ├── spaces │ ├── README.md │ ├── __init__.py │ ├── base.py │ ├── builder.py │ ├── mutator │ │ ├── __init__.py │ │ ├── base.py │ │ ├── basic_mutators.py │ │ ├── builder.py │ │ ├── conv3d_bn_relu_mutator.py │ │ ├── conv_bn_relu_mutator.py │ │ ├── super_quant_res_k1dwk1_mutator.py │ │ ├── super_res3d_k1dwk1_mutator.py │ │ ├── super_res_k1dwk1_mutator.py │ │ ├── super_res_k1kx_mutator.py │ │ └── super_res_k1kxk1_mutator.py │ ├── random_sample.py │ ├── space_3d_k1dwk1.py │ ├── space_k1dwk1.py │ ├── space_k1dwsek1.py │ ├── space_k1kx.py │ ├── space_k1kxk1.py │ ├── space_kxkx.py │ ├── space_quant_k1dwk1.py │ └── space_utils.py ├── strategy │ ├── README.md │ ├── __init__.py │ └── strategy.py └── utils │ ├── __init__.py │ ├── dict_action.py │ ├── dist_utils.py │ ├── file_utils.py │ ├── import_utils.py │ ├── logger.py │ └── misc.py └── tools ├── dist_search.sh ├── export.py ├── local_search.sh └── search.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /NOTICE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/NOTICE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/README.md -------------------------------------------------------------------------------- /configs/action_recognition/E3D_X3DL_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/action_recognition/E3D_X3DL_FLOPs.py -------------------------------------------------------------------------------- /configs/action_recognition/E3D_X3DM_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/action_recognition/E3D_X3DM_FLOPs.py -------------------------------------------------------------------------------- /configs/action_recognition/E3D_X3DS_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/action_recognition/E3D_X3DS_FLOPs.py -------------------------------------------------------------------------------- /configs/action_recognition/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/action_recognition/README.md -------------------------------------------------------------------------------- /configs/action_recognition/models/E3D_L.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/action_recognition/models/E3D_L.txt -------------------------------------------------------------------------------- /configs/action_recognition/models/E3D_M.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/action_recognition/models/E3D_M.txt -------------------------------------------------------------------------------- /configs/action_recognition/models/E3D_S.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/action_recognition/models/E3D_S.txt -------------------------------------------------------------------------------- /configs/classification/MBV2_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/MBV2_FLOPs.py -------------------------------------------------------------------------------- /configs/classification/R50_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/R50_FLOPs.py -------------------------------------------------------------------------------- /configs/classification/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/README.md -------------------------------------------------------------------------------- /configs/classification/deepmad_29M_224.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/deepmad_29M_224.py -------------------------------------------------------------------------------- /configs/classification/deepmad_29M_288.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/deepmad_29M_288.py -------------------------------------------------------------------------------- /configs/classification/deepmad_50M.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/deepmad_50M.py -------------------------------------------------------------------------------- /configs/classification/deepmad_89M.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/deepmad_89M.py -------------------------------------------------------------------------------- /configs/classification/deepmad_R18_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/deepmad_R18_FLOPs.py -------------------------------------------------------------------------------- /configs/classification/deepmad_R34_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/deepmad_R34_FLOPs.py -------------------------------------------------------------------------------- /configs/classification/deepmad_R50_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/deepmad_R50_FLOPs.py -------------------------------------------------------------------------------- /configs/classification/models/R152-like.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/R152-like.txt -------------------------------------------------------------------------------- /configs/classification/models/R18-like.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/R18-like.txt -------------------------------------------------------------------------------- /configs/classification/models/R50-like.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/R50-like.txt -------------------------------------------------------------------------------- /configs/classification/models/deepmad-29M-224.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/deepmad-29M-224.txt -------------------------------------------------------------------------------- /configs/classification/models/deepmad-29M-288.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/deepmad-29M-288.txt -------------------------------------------------------------------------------- /configs/classification/models/deepmad-50M.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/deepmad-50M.txt -------------------------------------------------------------------------------- /configs/classification/models/deepmad-89M.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/deepmad-89M.txt -------------------------------------------------------------------------------- /configs/classification/models/deepmad-R18.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/deepmad-R18.txt -------------------------------------------------------------------------------- /configs/classification/models/deepmad-R34.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/deepmad-R34.txt -------------------------------------------------------------------------------- /configs/classification/models/deepmad-R50.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/classification/models/deepmad-R50.txt -------------------------------------------------------------------------------- /configs/damoyolo/damoyolo_k1kx_small.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/damoyolo/damoyolo_k1kx_small.py -------------------------------------------------------------------------------- /configs/damoyolo/damoyolo_k1kx_tiny.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/damoyolo/damoyolo_k1kx_tiny.py -------------------------------------------------------------------------------- /configs/damoyolo/damoyolo_kxkx_medium.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/damoyolo/damoyolo_kxkx_medium.py -------------------------------------------------------------------------------- /configs/detection/R50_FLOPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/R50_FLOPs.py -------------------------------------------------------------------------------- /configs/detection/R50_FLOPs_predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/R50_FLOPs_predictor.py -------------------------------------------------------------------------------- /configs/detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/README.md -------------------------------------------------------------------------------- /configs/detection/models/gfocal_maedet/gfocal_r50_fpn_ms6x.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/gfocal_maedet/gfocal_r50_fpn_ms6x.py -------------------------------------------------------------------------------- /configs/detection/models/gfocal_maedet/maedet_l_6x_lr0.02.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/gfocal_maedet/maedet_l_6x_lr0.02.py -------------------------------------------------------------------------------- /configs/detection/models/gfocal_maedet/maedet_m_6x_lr0.02.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/gfocal_maedet/maedet_m_6x_lr0.02.py -------------------------------------------------------------------------------- /configs/detection/models/gfocal_maedet/maedet_s_6x_lr0.02.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/gfocal_maedet/maedet_s_6x_lr0.02.py -------------------------------------------------------------------------------- /configs/detection/models/madnas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/madnas.py -------------------------------------------------------------------------------- /configs/detection/models/maedet_l.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/maedet_l.txt -------------------------------------------------------------------------------- /configs/detection/models/maedet_m.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/maedet_m.txt -------------------------------------------------------------------------------- /configs/detection/models/maedet_s.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/detection/models/maedet_s.txt -------------------------------------------------------------------------------- /configs/quant/Mixed_19d2G.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/quant/Mixed_19d2G.py -------------------------------------------------------------------------------- /configs/quant/Mixed_7d0G.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/quant/Mixed_7d0G.py -------------------------------------------------------------------------------- /configs/quant/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/quant/README.md -------------------------------------------------------------------------------- /configs/quant/models/mixed19d2G.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/quant/models/mixed19d2G.txt -------------------------------------------------------------------------------- /configs/quant/models/mixed7d0G.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/configs/quant/models/mixed7d0G.txt -------------------------------------------------------------------------------- /docs/arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/docs/arch.png -------------------------------------------------------------------------------- /get_started.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/get_started.md -------------------------------------------------------------------------------- /installation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/installation.md -------------------------------------------------------------------------------- /modelscope/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/__init__.py -------------------------------------------------------------------------------- /modelscope/fileio/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/fileio/__init__.py -------------------------------------------------------------------------------- /modelscope/fileio/file.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/fileio/file.py -------------------------------------------------------------------------------- /modelscope/fileio/format/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/fileio/format/__init__.py -------------------------------------------------------------------------------- /modelscope/fileio/format/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/fileio/format/base.py -------------------------------------------------------------------------------- /modelscope/fileio/format/json.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/fileio/format/json.py -------------------------------------------------------------------------------- /modelscope/fileio/format/yaml.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/fileio/format/yaml.py -------------------------------------------------------------------------------- /modelscope/fileio/io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/fileio/io.py -------------------------------------------------------------------------------- /modelscope/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /modelscope/utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/config.py -------------------------------------------------------------------------------- /modelscope/utils/config_ds.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/config_ds.py -------------------------------------------------------------------------------- /modelscope/utils/constant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/constant.py -------------------------------------------------------------------------------- /modelscope/utils/data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/data_utils.py -------------------------------------------------------------------------------- /modelscope/utils/error.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/error.py -------------------------------------------------------------------------------- /modelscope/utils/file_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/file_utils.py -------------------------------------------------------------------------------- /modelscope/utils/import_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/import_utils.py -------------------------------------------------------------------------------- /modelscope/utils/json_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/json_utils.py -------------------------------------------------------------------------------- /modelscope/utils/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/logger.py -------------------------------------------------------------------------------- /modelscope/utils/megatron_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/megatron_utils.py -------------------------------------------------------------------------------- /modelscope/utils/metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/metric.py -------------------------------------------------------------------------------- /modelscope/utils/model_tag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/model_tag.py -------------------------------------------------------------------------------- /modelscope/utils/plugins.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/plugins.py -------------------------------------------------------------------------------- /modelscope/utils/registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/registry.py -------------------------------------------------------------------------------- /modelscope/utils/tensor_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/tensor_utils.py -------------------------------------------------------------------------------- /modelscope/utils/timer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/timer.py -------------------------------------------------------------------------------- /modelscope/utils/torch_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/torch_utils.py -------------------------------------------------------------------------------- /modelscope/utils/type_assert.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/type_assert.py -------------------------------------------------------------------------------- /modelscope/utils/typing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/utils/typing.py -------------------------------------------------------------------------------- /modelscope/version.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/modelscope/version.py -------------------------------------------------------------------------------- /requirements/nas.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/requirements/nas.txt -------------------------------------------------------------------------------- /requirements/tests.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/requirements/tests.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/setup.py -------------------------------------------------------------------------------- /tinynas/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/__init__.py -------------------------------------------------------------------------------- /tinynas/budgets/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/budgets/README.md -------------------------------------------------------------------------------- /tinynas/budgets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/budgets/__init__.py -------------------------------------------------------------------------------- /tinynas/budgets/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/budgets/base.py -------------------------------------------------------------------------------- /tinynas/budgets/budgets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/budgets/budgets.py -------------------------------------------------------------------------------- /tinynas/budgets/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/budgets/builder.py -------------------------------------------------------------------------------- /tinynas/deploy/cnn3dnet/cnn3dnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnn3dnet/cnn3dnet.py -------------------------------------------------------------------------------- /tinynas/deploy/cnn3dnet/demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnn3dnet/demo.py -------------------------------------------------------------------------------- /tinynas/deploy/cnn3dnet/modules/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnn3dnet/modules/__init__.py -------------------------------------------------------------------------------- /tinynas/deploy/cnn3dnet/modules/blocks_basic_3D.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnn3dnet/modules/blocks_basic_3D.py -------------------------------------------------------------------------------- /tinynas/deploy/cnn3dnet/modules/super_res3d_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnn3dnet/modules/super_res3d_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/cnnnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/cnnnet.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/demo.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/__init__.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/blocks_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/blocks_basic.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/qconv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/qconv.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/super_quant_res_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/super_quant_res_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/super_res_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/super_res_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/super_res_k1dwsek1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/super_res_k1dwsek1.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/super_res_k1kx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/super_res_k1kx.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/super_res_k1kxk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/super_res_k1kxk1.py -------------------------------------------------------------------------------- /tinynas/deploy/cnnnet/modules/super_res_kxkx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/deploy/cnnnet/modules/super_res_kxkx.py -------------------------------------------------------------------------------- /tinynas/evolutions/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/evolutions/README.md -------------------------------------------------------------------------------- /tinynas/evolutions/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/evolutions/__init__.py -------------------------------------------------------------------------------- /tinynas/evolutions/population.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/evolutions/population.py -------------------------------------------------------------------------------- /tinynas/latency/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/__init__.py -------------------------------------------------------------------------------- /tinynas/latency/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/builder.py -------------------------------------------------------------------------------- /tinynas/latency/op_predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_predictor.py -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/R50.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/R50.txt -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/README.md -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/V100/conv_data.out: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/V100/conv_data.out -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/V100/conv_data.out.fp16: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/V100/conv_data.out.fp16 -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/V100/conv_data.out.fp16.damoyolo: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/V100/conv_data.out.fp16.damoyolo -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/V100/conv_data.out.int8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/V100/conv_data.out.int8 -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/__init__.py -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/op_profiler.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/op_profiler.jpg -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/predictor.py -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/python/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/python/README.md -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/python/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/python/config.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/python/config.in -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/python/read_log.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/python/read_log.py -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/python/sample.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/python/sample.sh -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/python/sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/python/sampler.py -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/test_predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/test_predictor.py -------------------------------------------------------------------------------- /tinynas/latency/op_profiler/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/op_profiler/util.py -------------------------------------------------------------------------------- /tinynas/latency/robust_gpu_predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/latency/robust_gpu_predictor.py -------------------------------------------------------------------------------- /tinynas/models/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/README.md -------------------------------------------------------------------------------- /tinynas/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/__init__.py -------------------------------------------------------------------------------- /tinynas/models/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/base.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/__init__.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/blocks_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/blocks_basic.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/qconv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/qconv.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/super_quant_res_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/super_quant_res_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/super_res_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/super_res_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/super_res_k1dwsek1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/super_res_k1dwsek1.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/super_res_k1kx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/super_res_k1kx.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/super_res_k1kxk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/super_res_k1kxk1.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_2d/super_res_kxkx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_2d/super_res_kxkx.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_3d/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_3d/__init__.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_3d/blocks_basic_3D.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_3d/blocks_basic_3D.py -------------------------------------------------------------------------------- /tinynas/models/blocks_cnn_3d/super_res3d_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/blocks_cnn_3d/super_res3d_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/models/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/builder.py -------------------------------------------------------------------------------- /tinynas/models/cnn3dnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/cnn3dnet.py -------------------------------------------------------------------------------- /tinynas/models/cnnnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/models/cnnnet.py -------------------------------------------------------------------------------- /tinynas/scores/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/README.md -------------------------------------------------------------------------------- /tinynas/scores/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/__init__.py -------------------------------------------------------------------------------- /tinynas/scores/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/builder.py -------------------------------------------------------------------------------- /tinynas/scores/compute_deepmad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/compute_deepmad.py -------------------------------------------------------------------------------- /tinynas/scores/compute_ensemble.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/compute_ensemble.py -------------------------------------------------------------------------------- /tinynas/scores/compute_madnas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/compute_madnas.py -------------------------------------------------------------------------------- /tinynas/scores/compute_random.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/compute_random.py -------------------------------------------------------------------------------- /tinynas/scores/compute_stentr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/scores/compute_stentr.py -------------------------------------------------------------------------------- /tinynas/searchers/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/searchers/README.md -------------------------------------------------------------------------------- /tinynas/searchers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/searchers/__init__.py -------------------------------------------------------------------------------- /tinynas/searchers/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/searchers/base.py -------------------------------------------------------------------------------- /tinynas/searchers/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/searchers/builder.py -------------------------------------------------------------------------------- /tinynas/searchers/searcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/searchers/searcher.py -------------------------------------------------------------------------------- /tinynas/searchers/synchonizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/searchers/synchonizer.py -------------------------------------------------------------------------------- /tinynas/spaces/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/README.md -------------------------------------------------------------------------------- /tinynas/spaces/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/__init__.py -------------------------------------------------------------------------------- /tinynas/spaces/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/base.py -------------------------------------------------------------------------------- /tinynas/spaces/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/builder.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/__init__.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/base.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/basic_mutators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/basic_mutators.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/builder.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/conv3d_bn_relu_mutator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/conv3d_bn_relu_mutator.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/conv_bn_relu_mutator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/conv_bn_relu_mutator.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/super_quant_res_k1dwk1_mutator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/super_quant_res_k1dwk1_mutator.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/super_res3d_k1dwk1_mutator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/super_res3d_k1dwk1_mutator.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/super_res_k1dwk1_mutator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/super_res_k1dwk1_mutator.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/super_res_k1kx_mutator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/super_res_k1kx_mutator.py -------------------------------------------------------------------------------- /tinynas/spaces/mutator/super_res_k1kxk1_mutator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/mutator/super_res_k1kxk1_mutator.py -------------------------------------------------------------------------------- /tinynas/spaces/random_sample.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/random_sample.py -------------------------------------------------------------------------------- /tinynas/spaces/space_3d_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_3d_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/spaces/space_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/spaces/space_k1dwsek1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_k1dwsek1.py -------------------------------------------------------------------------------- /tinynas/spaces/space_k1kx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_k1kx.py -------------------------------------------------------------------------------- /tinynas/spaces/space_k1kxk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_k1kxk1.py -------------------------------------------------------------------------------- /tinynas/spaces/space_kxkx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_kxkx.py -------------------------------------------------------------------------------- /tinynas/spaces/space_quant_k1dwk1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_quant_k1dwk1.py -------------------------------------------------------------------------------- /tinynas/spaces/space_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/spaces/space_utils.py -------------------------------------------------------------------------------- /tinynas/strategy/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/strategy/README.md -------------------------------------------------------------------------------- /tinynas/strategy/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/strategy/__init__.py -------------------------------------------------------------------------------- /tinynas/strategy/strategy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/strategy/strategy.py -------------------------------------------------------------------------------- /tinynas/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tinynas/utils/dict_action.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/utils/dict_action.py -------------------------------------------------------------------------------- /tinynas/utils/dist_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/utils/dist_utils.py -------------------------------------------------------------------------------- /tinynas/utils/file_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/utils/file_utils.py -------------------------------------------------------------------------------- /tinynas/utils/import_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/utils/import_utils.py -------------------------------------------------------------------------------- /tinynas/utils/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/utils/logger.py -------------------------------------------------------------------------------- /tinynas/utils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tinynas/utils/misc.py -------------------------------------------------------------------------------- /tools/dist_search.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tools/dist_search.sh -------------------------------------------------------------------------------- /tools/export.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tools/export.py -------------------------------------------------------------------------------- /tools/local_search.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tools/local_search.sh -------------------------------------------------------------------------------- /tools/search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alibaba/lightweight-neural-architecture-search/HEAD/tools/search.py --------------------------------------------------------------------------------