├── .gitignore ├── .style.yapf ├── LICENSE ├── README.md ├── assets └── overview.png ├── benchmarks └── detection │ ├── README.md │ ├── configs │ ├── Base-Keypoint-RCNN-FPN.yaml │ ├── Base-RCNN-C4-BN.yaml │ ├── Base-RCNN-FPN.yaml │ ├── Base-RetinaNet.yaml │ ├── CRAG │ │ ├── CRAG_R_18_C4_1x.yaml │ │ ├── CRAG_R_18_C4_1x_moco.yaml │ │ ├── CRAG_R_18_FPN_0.5x_moco.yaml │ │ ├── CRAG_R_18_FPN_1x.yaml │ │ ├── CRAG_R_18_FPN_1x_moco.yaml │ │ ├── CRAG_R_18_FPN_2x_moco.yaml │ │ ├── CRAG_R_18_FPN_3x_moco.yaml │ │ ├── CRAG_R_18_FPN_5x_moco.yaml │ │ ├── CRAG_R_18_RetinaNet_1x.yaml │ │ ├── CRAG_R_18_RetinaNet_1x_moco.yaml │ │ ├── CRAG_R_50_FPN_1x.yaml │ │ └── CRAG_R_50_FPN_1x_moco.yaml │ ├── GlaS │ │ ├── GlaS_R_18_C4_1x.yaml │ │ ├── GlaS_R_18_C4_1x_moco.yaml │ │ ├── GlaS_R_18_FPN_0.5x_moco.yaml │ │ ├── GlaS_R_18_FPN_1x.yaml │ │ ├── GlaS_R_18_FPN_1x_moco.yaml │ │ ├── GlaS_R_18_FPN_2x_moco.yaml │ │ ├── GlaS_R_18_FPN_3x_moco.yaml │ │ ├── GlaS_R_18_FPN_5x_moco.yaml │ │ ├── GlaS_R_18_RetinaNet_1x.yaml │ │ ├── GlaS_R_18_RetinaNet_1x_moco.yaml │ │ ├── GlaS_R_50_FPN_1x.yaml │ │ └── GlaS_R_50_FPN_1x_moco.yaml │ ├── coco_R_50_C4_1x.yaml │ ├── coco_R_50_C4_1x_moco.yaml │ ├── coco_R_50_C4_2x.yaml │ ├── coco_R_50_C4_2x_moco.yaml │ ├── coco_R_50_FPN_1x.yaml │ ├── coco_R_50_FPN_1x_moco.yaml │ ├── coco_R_50_FPN_2x.yaml │ ├── coco_R_50_FPN_2x_moco.yaml │ ├── coco_R_50_RetinaNet_1x.yaml │ ├── coco_R_50_RetinaNet_1x_moco.yaml │ ├── coco_R_50_RetinaNet_2x.yaml │ ├── coco_R_50_RetinaNet_2x_moco.yaml │ ├── keypoint_rcnn_R_50_FPN_2x.yaml │ ├── keypoint_rcnn_R_50_FPN_2x_moco.yaml │ ├── pascal_voc_R_50_C4_24k.yaml │ └── pascal_voc_R_50_C4_24k_moco.yaml │ ├── convert-pretrain-to-detectron2.py │ ├── convert-pretrain-to-detectron2_pcl.py │ ├── run.sh │ ├── run_random.sh │ └── train_net.py ├── configs ├── NCT_pretraining │ ├── byol │ │ ├── r18_bs1024_ep100.py │ │ ├── r18_bs1024_ep200.py │ │ ├── r18_bs1024_ep400.py │ │ └── r18_bs1024_ep800.py │ ├── classification │ │ └── r18.py │ ├── concl │ │ ├── ablation │ │ │ ├── concept_num_k10.py │ │ │ ├── concept_num_k12.py │ │ │ ├── concept_num_k16.py │ │ │ ├── concept_num_k2.py │ │ │ ├── concept_num_k4.py │ │ │ ├── concept_num_k6.py │ │ │ ├── concept_weight_01.py │ │ │ ├── concept_weight_03.py │ │ │ ├── concept_weight_05.py │ │ │ ├── concept_weight_07.py │ │ │ ├── concept_weight_09.py │ │ │ ├── groupping_indice_f_1.py │ │ │ ├── groupping_indice_f_2.py │ │ │ ├── groupping_indice_f_3.py │ │ │ ├── groupping_indice_f_5.py │ │ │ └── r50_bs256_ep200.py │ │ ├── r18_bs256_ep100.py │ │ ├── r18_bs256_ep200.py │ │ ├── r18_bs256_ep400.py │ │ └── r18_bs256_ep800.py │ ├── densecl │ │ ├── r18_bs256_ep100.py │ │ ├── r18_bs256_ep200.py │ │ ├── r18_bs256_ep400.py │ │ └── r18_bs256_ep800.py │ ├── moco_v1 │ │ ├── r18_bs256_ep100.py │ │ ├── r18_bs256_ep200.py │ │ ├── r18_bs256_ep400.py │ │ └── r18_bs256_ep800.py │ ├── moco_v2 │ │ ├── r18_bs256_ep100.py │ │ ├── r18_bs256_ep200.py │ │ ├── r18_bs256_ep400.py │ │ └── r18_bs256_ep800.py │ └── simclr │ │ ├── r18_bs1024_ep100.py │ │ ├── r18_bs1024_ep200.py │ │ ├── r18_bs1024_ep400.py │ │ └── r18_bs1024_ep800.py └── base.py ├── data └── NCT │ └── meta │ ├── train.txt │ ├── train_labeled.txt │ ├── val.txt │ └── val_labeled.txt ├── debug.sh ├── docs ├── CHANGELOG.md ├── GETTING_STARTED.md └── INSTALL.md ├── openselfsup ├── __init__.py ├── apis │ ├── __init__.py │ └── train.py ├── datasets │ ├── __init__.py │ ├── base.py │ ├── builder.py │ ├── byol.py │ ├── classification.py │ ├── contrastive.py │ ├── contrastive_trans.py │ ├── data_sources │ │ ├── __init__.py │ │ ├── cifar.py │ │ ├── image_list.py │ │ ├── imagenet.py │ │ ├── places205.py │ │ └── utils.py │ ├── dataset_wrappers.py │ ├── deepcluster.py │ ├── extraction.py │ ├── loader │ │ ├── __init__.py │ │ ├── build_loader.py │ │ └── sampler.py │ ├── npid.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── transform_utils.py │ │ ├── transforms.py │ │ └── transforms_with_info.py │ ├── registry.py │ ├── relative_loc.py │ ├── rotation_pred.py │ └── utils.py ├── hooks │ ├── __init__.py │ ├── builder.py │ ├── byol_hook.py │ ├── concl_hook.py │ ├── deepcluster_hook.py │ ├── extractor.py │ ├── odc_hook.py │ ├── optimizer_hook.py │ ├── registry.py │ └── validate_hook.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── resnet.py │ │ └── resnext.py │ ├── builder.py │ ├── byol.py │ ├── classification.py │ ├── concl.py │ ├── deepcluster.py │ ├── densecl.py │ ├── heads │ │ ├── __init__.py │ │ ├── cls_head.py │ │ ├── contrastive_head.py │ │ ├── latent_pred_head.py │ │ └── multi_cls_head.py │ ├── memories │ │ ├── __init__.py │ │ ├── odc_memory.py │ │ └── simple_memory.py │ ├── moco.py │ ├── necks.py │ ├── npid.py │ ├── odc.py │ ├── registry.py │ ├── relative_loc.py │ ├── rotation_pred.py │ ├── simclr.py │ └── utils │ │ ├── __init__.py │ │ ├── accuracy.py │ │ ├── conv_module.py │ │ ├── conv_ws.py │ │ ├── gather_layer.py │ │ ├── multi_pooling.py │ │ ├── norm.py │ │ ├── scale.py │ │ └── sobel.py ├── third_party │ └── clustering.py └── utils │ ├── __init__.py │ ├── alias_multinomial.py │ ├── collect.py │ ├── collect_env.py │ ├── config_tools.py │ ├── contextmanagers.py │ ├── flops_counter.py │ ├── gather.py │ ├── logger.py │ ├── misc.py │ ├── optimizers.py │ ├── profiling.py │ └── registry.py ├── requirements.txt ├── requirements ├── runtime.txt └── tests.txt ├── setup.py └── tools ├── count_parameters.py ├── dist_extract.sh ├── dist_test.sh ├── dist_train.sh ├── extract.py ├── extract_backbone_weights.py ├── kill.sh ├── publish_model.py ├── single_train.sh ├── srun_extract.sh ├── srun_test.sh ├── srun_train.sh ├── test.py ├── train.py └── upgrade_models.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/.gitignore -------------------------------------------------------------------------------- /.style.yapf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/.style.yapf -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/README.md -------------------------------------------------------------------------------- /assets/overview.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/assets/overview.png -------------------------------------------------------------------------------- /benchmarks/detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/README.md -------------------------------------------------------------------------------- /benchmarks/detection/configs/Base-Keypoint-RCNN-FPN.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/Base-Keypoint-RCNN-FPN.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/Base-RCNN-C4-BN.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/Base-RCNN-C4-BN.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/Base-RCNN-FPN.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/Base-RCNN-FPN.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/Base-RetinaNet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/Base-RetinaNet.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_C4_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_C4_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_C4_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_C4_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_0.5x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_0.5x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_2x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_2x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_3x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_3x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_5x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_FPN_5x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_RetinaNet_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_RetinaNet_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_18_RetinaNet_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_18_RetinaNet_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_50_FPN_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_50_FPN_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/CRAG/CRAG_R_50_FPN_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/CRAG/CRAG_R_50_FPN_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_C4_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_C4_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_C4_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_C4_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_0.5x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_0.5x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_2x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_2x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_3x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_3x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_5x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_FPN_5x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_RetinaNet_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_RetinaNet_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_18_RetinaNet_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_18_RetinaNet_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_50_FPN_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_50_FPN_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/GlaS/GlaS_R_50_FPN_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/GlaS/GlaS_R_50_FPN_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_C4_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_C4_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_C4_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_C4_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_C4_2x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_C4_2x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_C4_2x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_C4_2x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_FPN_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_FPN_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_FPN_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_FPN_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_FPN_2x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_FPN_2x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_FPN_2x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_FPN_2x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_RetinaNet_1x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_RetinaNet_1x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_RetinaNet_1x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_RetinaNet_1x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_RetinaNet_2x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_RetinaNet_2x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/coco_R_50_RetinaNet_2x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/coco_R_50_RetinaNet_2x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/keypoint_rcnn_R_50_FPN_2x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/keypoint_rcnn_R_50_FPN_2x.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/keypoint_rcnn_R_50_FPN_2x_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/keypoint_rcnn_R_50_FPN_2x_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/pascal_voc_R_50_C4_24k.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/pascal_voc_R_50_C4_24k.yaml -------------------------------------------------------------------------------- /benchmarks/detection/configs/pascal_voc_R_50_C4_24k_moco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/configs/pascal_voc_R_50_C4_24k_moco.yaml -------------------------------------------------------------------------------- /benchmarks/detection/convert-pretrain-to-detectron2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/convert-pretrain-to-detectron2.py -------------------------------------------------------------------------------- /benchmarks/detection/convert-pretrain-to-detectron2_pcl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/convert-pretrain-to-detectron2_pcl.py -------------------------------------------------------------------------------- /benchmarks/detection/run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/run.sh -------------------------------------------------------------------------------- /benchmarks/detection/run_random.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/run_random.sh -------------------------------------------------------------------------------- /benchmarks/detection/train_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/benchmarks/detection/train_net.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/byol/r18_bs1024_ep100.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/byol/r18_bs1024_ep100.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/byol/r18_bs1024_ep200.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/byol/r18_bs1024_ep200.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/byol/r18_bs1024_ep400.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/byol/r18_bs1024_ep400.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/byol/r18_bs1024_ep800.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/byol/r18_bs1024_ep800.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/classification/r18.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/classification/r18.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_num_k10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_num_k10.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_num_k12.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_num_k12.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_num_k16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_num_k16.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_num_k2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_num_k2.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_num_k4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_num_k4.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_num_k6.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_num_k6.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_weight_01.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_weight_01.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_weight_03.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_weight_03.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_weight_05.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_weight_05.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_weight_07.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_weight_07.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/concept_weight_09.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/concept_weight_09.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/groupping_indice_f_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/groupping_indice_f_1.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/groupping_indice_f_2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/groupping_indice_f_2.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/groupping_indice_f_3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/groupping_indice_f_3.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/groupping_indice_f_5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/groupping_indice_f_5.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/ablation/r50_bs256_ep200.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/ablation/r50_bs256_ep200.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/r18_bs256_ep100.py: -------------------------------------------------------------------------------- 1 | _base_ = 'r18_bs256_ep200.py' 2 | # model settings 3 | total_epochs = 100 -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/r18_bs256_ep200.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/concl/r18_bs256_ep200.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/r18_bs256_ep400.py: -------------------------------------------------------------------------------- 1 | _base_ = 'r18_bs256_ep200.py' 2 | # model settings 3 | total_epochs = 400 -------------------------------------------------------------------------------- /configs/NCT_pretraining/concl/r18_bs256_ep800.py: -------------------------------------------------------------------------------- 1 | _base_ = 'r18_bs256_ep200.py' 2 | # model settings 3 | total_epochs = 800 -------------------------------------------------------------------------------- /configs/NCT_pretraining/densecl/r18_bs256_ep100.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/densecl/r18_bs256_ep100.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/densecl/r18_bs256_ep200.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/densecl/r18_bs256_ep200.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/densecl/r18_bs256_ep400.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/densecl/r18_bs256_ep400.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/densecl/r18_bs256_ep800.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/densecl/r18_bs256_ep800.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v1/r18_bs256_ep100.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v1/r18_bs256_ep100.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v1/r18_bs256_ep200.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v1/r18_bs256_ep200.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v1/r18_bs256_ep400.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v1/r18_bs256_ep400.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v1/r18_bs256_ep800.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v1/r18_bs256_ep800.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v2/r18_bs256_ep100.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v2/r18_bs256_ep100.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v2/r18_bs256_ep200.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v2/r18_bs256_ep200.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v2/r18_bs256_ep400.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v2/r18_bs256_ep400.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/moco_v2/r18_bs256_ep800.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/moco_v2/r18_bs256_ep800.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/simclr/r18_bs1024_ep100.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/simclr/r18_bs1024_ep100.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/simclr/r18_bs1024_ep200.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/simclr/r18_bs1024_ep200.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/simclr/r18_bs1024_ep400.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/simclr/r18_bs1024_ep400.py -------------------------------------------------------------------------------- /configs/NCT_pretraining/simclr/r18_bs1024_ep800.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/NCT_pretraining/simclr/r18_bs1024_ep800.py -------------------------------------------------------------------------------- /configs/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/configs/base.py -------------------------------------------------------------------------------- /data/NCT/meta/train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/data/NCT/meta/train.txt -------------------------------------------------------------------------------- /data/NCT/meta/train_labeled.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/data/NCT/meta/train_labeled.txt -------------------------------------------------------------------------------- /data/NCT/meta/val.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/data/NCT/meta/val.txt -------------------------------------------------------------------------------- /data/NCT/meta/val_labeled.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/data/NCT/meta/val_labeled.txt -------------------------------------------------------------------------------- /debug.sh: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /docs/CHANGELOG.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/docs/CHANGELOG.md -------------------------------------------------------------------------------- /docs/GETTING_STARTED.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/docs/GETTING_STARTED.md -------------------------------------------------------------------------------- /docs/INSTALL.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/docs/INSTALL.md -------------------------------------------------------------------------------- /openselfsup/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/__init__.py -------------------------------------------------------------------------------- /openselfsup/apis/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/apis/__init__.py -------------------------------------------------------------------------------- /openselfsup/apis/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/apis/train.py -------------------------------------------------------------------------------- /openselfsup/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/__init__.py -------------------------------------------------------------------------------- /openselfsup/datasets/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/base.py -------------------------------------------------------------------------------- /openselfsup/datasets/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/builder.py -------------------------------------------------------------------------------- /openselfsup/datasets/byol.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/byol.py -------------------------------------------------------------------------------- /openselfsup/datasets/classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/classification.py -------------------------------------------------------------------------------- /openselfsup/datasets/contrastive.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/contrastive.py -------------------------------------------------------------------------------- /openselfsup/datasets/contrastive_trans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/contrastive_trans.py -------------------------------------------------------------------------------- /openselfsup/datasets/data_sources/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/data_sources/__init__.py -------------------------------------------------------------------------------- /openselfsup/datasets/data_sources/cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/data_sources/cifar.py -------------------------------------------------------------------------------- /openselfsup/datasets/data_sources/image_list.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/data_sources/image_list.py -------------------------------------------------------------------------------- /openselfsup/datasets/data_sources/imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/data_sources/imagenet.py -------------------------------------------------------------------------------- /openselfsup/datasets/data_sources/places205.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/data_sources/places205.py -------------------------------------------------------------------------------- /openselfsup/datasets/data_sources/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/data_sources/utils.py -------------------------------------------------------------------------------- /openselfsup/datasets/dataset_wrappers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/dataset_wrappers.py -------------------------------------------------------------------------------- /openselfsup/datasets/deepcluster.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/deepcluster.py -------------------------------------------------------------------------------- /openselfsup/datasets/extraction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/extraction.py -------------------------------------------------------------------------------- /openselfsup/datasets/loader/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/loader/__init__.py -------------------------------------------------------------------------------- /openselfsup/datasets/loader/build_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/loader/build_loader.py -------------------------------------------------------------------------------- /openselfsup/datasets/loader/sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/loader/sampler.py -------------------------------------------------------------------------------- /openselfsup/datasets/npid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/npid.py -------------------------------------------------------------------------------- /openselfsup/datasets/pipelines/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/pipelines/__init__.py -------------------------------------------------------------------------------- /openselfsup/datasets/pipelines/transform_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/pipelines/transform_utils.py -------------------------------------------------------------------------------- /openselfsup/datasets/pipelines/transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/pipelines/transforms.py -------------------------------------------------------------------------------- /openselfsup/datasets/pipelines/transforms_with_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/pipelines/transforms_with_info.py -------------------------------------------------------------------------------- /openselfsup/datasets/registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/registry.py -------------------------------------------------------------------------------- /openselfsup/datasets/relative_loc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/relative_loc.py -------------------------------------------------------------------------------- /openselfsup/datasets/rotation_pred.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/rotation_pred.py -------------------------------------------------------------------------------- /openselfsup/datasets/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/datasets/utils.py -------------------------------------------------------------------------------- /openselfsup/hooks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/__init__.py -------------------------------------------------------------------------------- /openselfsup/hooks/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/builder.py -------------------------------------------------------------------------------- /openselfsup/hooks/byol_hook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/byol_hook.py -------------------------------------------------------------------------------- /openselfsup/hooks/concl_hook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/concl_hook.py -------------------------------------------------------------------------------- /openselfsup/hooks/deepcluster_hook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/deepcluster_hook.py -------------------------------------------------------------------------------- /openselfsup/hooks/extractor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/extractor.py -------------------------------------------------------------------------------- /openselfsup/hooks/odc_hook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/odc_hook.py -------------------------------------------------------------------------------- /openselfsup/hooks/optimizer_hook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/optimizer_hook.py -------------------------------------------------------------------------------- /openselfsup/hooks/registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/registry.py -------------------------------------------------------------------------------- /openselfsup/hooks/validate_hook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/hooks/validate_hook.py -------------------------------------------------------------------------------- /openselfsup/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/__init__.py -------------------------------------------------------------------------------- /openselfsup/models/backbones/__init__.py: -------------------------------------------------------------------------------- 1 | from .resnet import ResNet, make_res_layer 2 | -------------------------------------------------------------------------------- /openselfsup/models/backbones/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/backbones/resnet.py -------------------------------------------------------------------------------- /openselfsup/models/backbones/resnext.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/backbones/resnext.py -------------------------------------------------------------------------------- /openselfsup/models/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/builder.py -------------------------------------------------------------------------------- /openselfsup/models/byol.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/byol.py -------------------------------------------------------------------------------- /openselfsup/models/classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/classification.py -------------------------------------------------------------------------------- /openselfsup/models/concl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/concl.py -------------------------------------------------------------------------------- /openselfsup/models/deepcluster.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/deepcluster.py -------------------------------------------------------------------------------- /openselfsup/models/densecl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/densecl.py -------------------------------------------------------------------------------- /openselfsup/models/heads/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/heads/__init__.py -------------------------------------------------------------------------------- /openselfsup/models/heads/cls_head.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/heads/cls_head.py -------------------------------------------------------------------------------- /openselfsup/models/heads/contrastive_head.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/heads/contrastive_head.py -------------------------------------------------------------------------------- /openselfsup/models/heads/latent_pred_head.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/heads/latent_pred_head.py -------------------------------------------------------------------------------- /openselfsup/models/heads/multi_cls_head.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/heads/multi_cls_head.py -------------------------------------------------------------------------------- /openselfsup/models/memories/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/memories/__init__.py -------------------------------------------------------------------------------- /openselfsup/models/memories/odc_memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/memories/odc_memory.py -------------------------------------------------------------------------------- /openselfsup/models/memories/simple_memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/memories/simple_memory.py -------------------------------------------------------------------------------- /openselfsup/models/moco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/moco.py -------------------------------------------------------------------------------- /openselfsup/models/necks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/necks.py -------------------------------------------------------------------------------- /openselfsup/models/npid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/npid.py -------------------------------------------------------------------------------- /openselfsup/models/odc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/odc.py -------------------------------------------------------------------------------- /openselfsup/models/registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/registry.py -------------------------------------------------------------------------------- /openselfsup/models/relative_loc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/relative_loc.py -------------------------------------------------------------------------------- /openselfsup/models/rotation_pred.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/rotation_pred.py -------------------------------------------------------------------------------- /openselfsup/models/simclr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/simclr.py -------------------------------------------------------------------------------- /openselfsup/models/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/__init__.py -------------------------------------------------------------------------------- /openselfsup/models/utils/accuracy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/accuracy.py -------------------------------------------------------------------------------- /openselfsup/models/utils/conv_module.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/conv_module.py -------------------------------------------------------------------------------- /openselfsup/models/utils/conv_ws.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/conv_ws.py -------------------------------------------------------------------------------- /openselfsup/models/utils/gather_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/gather_layer.py -------------------------------------------------------------------------------- /openselfsup/models/utils/multi_pooling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/multi_pooling.py -------------------------------------------------------------------------------- /openselfsup/models/utils/norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/norm.py -------------------------------------------------------------------------------- /openselfsup/models/utils/scale.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/scale.py -------------------------------------------------------------------------------- /openselfsup/models/utils/sobel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/models/utils/sobel.py -------------------------------------------------------------------------------- /openselfsup/third_party/clustering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/third_party/clustering.py -------------------------------------------------------------------------------- /openselfsup/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/__init__.py -------------------------------------------------------------------------------- /openselfsup/utils/alias_multinomial.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/alias_multinomial.py -------------------------------------------------------------------------------- /openselfsup/utils/collect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/collect.py -------------------------------------------------------------------------------- /openselfsup/utils/collect_env.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/collect_env.py -------------------------------------------------------------------------------- /openselfsup/utils/config_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/config_tools.py -------------------------------------------------------------------------------- /openselfsup/utils/contextmanagers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/contextmanagers.py -------------------------------------------------------------------------------- /openselfsup/utils/flops_counter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/flops_counter.py -------------------------------------------------------------------------------- /openselfsup/utils/gather.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/gather.py -------------------------------------------------------------------------------- /openselfsup/utils/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/logger.py -------------------------------------------------------------------------------- /openselfsup/utils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/misc.py -------------------------------------------------------------------------------- /openselfsup/utils/optimizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/optimizers.py -------------------------------------------------------------------------------- /openselfsup/utils/profiling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/profiling.py -------------------------------------------------------------------------------- /openselfsup/utils/registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/openselfsup/utils/registry.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/requirements.txt -------------------------------------------------------------------------------- /requirements/runtime.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/requirements/runtime.txt -------------------------------------------------------------------------------- /requirements/tests.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/requirements/tests.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/setup.py -------------------------------------------------------------------------------- /tools/count_parameters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/count_parameters.py -------------------------------------------------------------------------------- /tools/dist_extract.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/dist_extract.sh -------------------------------------------------------------------------------- /tools/dist_test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/dist_test.sh -------------------------------------------------------------------------------- /tools/dist_train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/dist_train.sh -------------------------------------------------------------------------------- /tools/extract.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/extract.py -------------------------------------------------------------------------------- /tools/extract_backbone_weights.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/extract_backbone_weights.py -------------------------------------------------------------------------------- /tools/kill.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/kill.sh -------------------------------------------------------------------------------- /tools/publish_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/publish_model.py -------------------------------------------------------------------------------- /tools/single_train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/single_train.sh -------------------------------------------------------------------------------- /tools/srun_extract.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/srun_extract.sh -------------------------------------------------------------------------------- /tools/srun_test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/srun_test.sh -------------------------------------------------------------------------------- /tools/srun_train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/srun_train.sh -------------------------------------------------------------------------------- /tools/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/test.py -------------------------------------------------------------------------------- /tools/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/train.py -------------------------------------------------------------------------------- /tools/upgrade_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TencentAILabHealthcare/ConCL/HEAD/tools/upgrade_models.py --------------------------------------------------------------------------------