Path	Lines of Code
MANIFEST.in	4
benchmarks/extract_dataset_configs/cub.py	22
benchmarks/extract_dataset_configs/imagenet.py	23
benchmarks/extract_dataset_configs/voc07.py	19
benchmarks/selfsup/classification/imagenet/dino_deit_small_p16_8xb2048_20e_feature.py	49
benchmarks/selfsup/classification/imagenet/fast_convmae_vit_base_patch16_8xb64_100e_fintune.py	130
benchmarks/selfsup/classification/imagenet/mae_vit_base_patch16_8xb64_100e_lrdecay065_fintune.py	122
benchmarks/selfsup/classification/imagenet/mae_vit_base_patch16_8xb64_100e_lrdecay075_fintune.py	28
benchmarks/selfsup/classification/imagenet/mae_vit_large_patch16_8xb16_50e_lrdecay075_fintune.py	136
benchmarks/selfsup/classification/imagenet/moby_deit_small_p16_8xb2048_30e_feature.py	47
benchmarks/selfsup/classification/imagenet/moby_r50_8xb2048_20e_feature.py	51
benchmarks/selfsup/classification/imagenet/mocov2_r50_8xb2048_40e_feature.py	46
benchmarks/selfsup/classification/imagenet/resnet50_8xb32_100e_finetune.py	69
benchmarks/selfsup/classification/imagenet/swav_r50_8xb2048_20e_feature.py	46
benchmarks/selfsup/detection/coco/mask_rcnn_conv_vitdet_50e_coco.py	270
benchmarks/selfsup/detection/coco/mask_rcnn_r50_fpn_1x_coco.py	235
benchmarks/selfsup/detection/coco/mask_rcnn_swin_tiny_1x_coco.py	282
benchmarks/selfsup/segmentation/voc/fcn_r50-d8_512x512_8xb4_60e_voc12aug.py	153
benchmarks/tools/__init__.py	1
benchmarks/tools/extract.py	178
benchmarks/tools/extract_backbone_weights.py	25
benchmarks/tools/knn_eval.py	107
benchmarks/tools/linear_eval.py	126
configs/__init__.py	1
configs/base.py	14
configs/classification/cifar10/r50_b128_300e_jpg.py	60
configs/classification/cifar10/swintiny_b64_5e_jpg.py	98
configs/classification/imagenet/common/classification_base.py	17
configs/classification/imagenet/common/dataset/imagenet_classification.py	154
configs/classification/imagenet/deit/deit_base_patch16_224.py	31
configs/classification/imagenet/deit/deit_schedule.py	30
configs/classification/imagenet/deit/imagenet_deit_base_hydra_layer12_patch16_224_jpg.py	2
configs/classification/imagenet/deit/imagenet_deit_base_hydra_layer8_patch16_224_jpg.py	2
configs/classification/imagenet/deit/imagenet_deit_base_patch16_224_jpg.py	4
configs/classification/imagenet/deit/randaug_imagenet_classification.py	77
configs/classification/imagenet/deitiii/deitiii_base_patch16_192.py	36
configs/classification/imagenet/deitiii/deitiii_schedule.py	32
configs/classification/imagenet/deitiii/imagenet_deitiii_base_patch16_192_jpg.py	4
configs/classification/imagenet/deitiii/imagenet_deitiii_large_patch16_192_jpg.py	3
configs/classification/imagenet/deitiii/imagenet_deitiii_small_patch16_224_jpg.py	16
configs/classification/imagenet/deitiii/threeaug_imagenet_classification_192.py	59
configs/classification/imagenet/deitiii/threeaug_imagenet_classification_224.py	58
configs/classification/imagenet/edgevit/EdgeVit_b512x8_300e_jpg.py	93
configs/classification/imagenet/edgevit/imagenet_edgeVIT_s_jpg.py	38
configs/classification/imagenet/edgevit/imagenet_edgeVIT_xs_jpg.py	27
configs/classification/imagenet/edgevit/imagenet_edgeVIT_xxs_jpg.py	27
configs/classification/imagenet/efficientformer/efficientformer_l1.py	87
configs/classification/imagenet/efficientformer/efficientformer_l3.py	4
configs/classification/imagenet/efficientformer/efficientformer_l7.py	4
configs/classification/imagenet/hrnet/hrnetw18_b32x8_100e_jpg.py	19
configs/classification/imagenet/hrnet/imagenet_hrnetw18_jpg.py	2
configs/classification/imagenet/hrnet/imagenet_hrnetw30_jpg.py	4
configs/classification/imagenet/hrnet/imagenet_hrnetw32_jpg.py	4
configs/classification/imagenet/hrnet/imagenet_hrnetw40_jpg.py	4
configs/classification/imagenet/hrnet/imagenet_hrnetw44_jpg.py	4
configs/classification/imagenet/hrnet/imagenet_hrnetw48_jpg.py	4
configs/classification/imagenet/hrnet/imagenet_hrnetw64_jpg.py	4
configs/classification/imagenet/inception/inceptionv3_b32x8_100e.py	199
configs/classification/imagenet/inception/inceptionv4_b32x8_100e.py	30
configs/classification/imagenet/inception/inceptionv4_b32x8_200e_rmsprop.py	35
configs/classification/imagenet/mobilenet/mobilenetv2.py	21
configs/classification/imagenet/resnet/imagenet_resnet101_jpg.py	8
configs/classification/imagenet/resnet/imagenet_resnet152_jpg.py	7
configs/classification/imagenet/resnet/imagenet_resnet50_jpg.py	9
configs/classification/imagenet/resnet/imagenet_resnet50_tfrecord.py	50
configs/classification/imagenet/resnet/market1501_resnet50_jpg.py	66
configs/classification/imagenet/resnet/resnet50_b32x8_100e_jpg.py	22
configs/classification/imagenet/resnext/imagenet_resnext101-32x4d_jpg.py	9
configs/classification/imagenet/resnext/imagenet_resnext101-32x8d_jpg.py	9
configs/classification/imagenet/resnext/imagenet_resnext152-32x4d_jpg.py	9
configs/classification/imagenet/resnext/imagenet_resnext50-32x4d_jpg.py	9
configs/classification/imagenet/resnext/resnext50-32x4d_b32x8_100e_jpg.py	26
configs/classification/imagenet/swint/imagenet_swin_base_patch4_window7_224_jpg.py	2
configs/classification/imagenet/swint/imagenet_swin_large_patch4_window7_224_jpg.py	2
configs/classification/imagenet/swint/imagenet_swin_small_patch4_window7_224_jpg.py	6
configs/classification/imagenet/swint/imagenet_swin_tiny_patch4_window7_224_jpg.py	2
configs/classification/imagenet/swint/imagenet_swin_tiny_patch4_window7_224_jpg_torchacc.py	120
configs/classification/imagenet/swint/swin_tiny_patch4_window7_224_b64x16_300e_jpg.py	77
configs/classification/imagenet/timm/cait/cait_s24_224.py	2
configs/classification/imagenet/timm/cait/cait_xxs24_224.py	2
configs/classification/imagenet/timm/cait/cait_xxs36_224.py	2
configs/classification/imagenet/timm/coat/coat_mini.py	2
configs/classification/imagenet/timm/coat/coat_tiny.py	2
configs/classification/imagenet/timm/convit/convit_base.py	2
configs/classification/imagenet/timm/convit/convit_small.py	2
configs/classification/imagenet/timm/convit/convit_tiny.py	2
configs/classification/imagenet/timm/convmixer/convmixer_1024_20_ks9_p14.py	2
configs/classification/imagenet/timm/convmixer/convmixer_1536_20.py	2
configs/classification/imagenet/timm/convmixer/convmixer_768_32.py	2
configs/classification/imagenet/timm/convnext/convnext_base.py	2
configs/classification/imagenet/timm/convnext/convnext_large.py	2
configs/classification/imagenet/timm/convnext/convnext_small.py	2
configs/classification/imagenet/timm/convnext/convnext_tiny.py	2
configs/classification/imagenet/timm/crossvit/crossvit_base_240.py	2
configs/classification/imagenet/timm/crossvit/crossvit_small_240.py	2
configs/classification/imagenet/timm/crossvit/crossvit_tiny_240.py	2
configs/classification/imagenet/timm/deit/deit_base_distilled_patch16_224.py	2
configs/classification/imagenet/timm/deit/deit_base_patch16_224.py	2
configs/classification/imagenet/timm/gmixer/gmixer_24_224.py	2
configs/classification/imagenet/timm/gmlp/gmlp_s16_224.py	2
configs/classification/imagenet/timm/levit/levit_128.py	2
configs/classification/imagenet/timm/levit/levit_192.py	2
configs/classification/imagenet/timm/levit/levit_256.py	2
configs/classification/imagenet/timm/mlp-mixer/mixer_b16_224.py	2
configs/classification/imagenet/timm/mlp-mixer/mixer_l16_224.py	2
configs/classification/imagenet/timm/mobilevit/mobilevit_s.py	2
configs/classification/imagenet/timm/mobilevit/mobilevit_xs.py	2
configs/classification/imagenet/timm/mobilevit/mobilevit_xxs.py	2
configs/classification/imagenet/timm/nest/jx_nest_base.py	2
configs/classification/imagenet/timm/nest/jx_nest_small.py	2
configs/classification/imagenet/timm/nest/jx_nest_tiny.py	2
configs/classification/imagenet/timm/pit/pit_b_distilled_224.py	2
configs/classification/imagenet/timm/pit/pit_s_distilled_224.py	2
configs/classification/imagenet/timm/poolformer/poolformer_m36.py	2
configs/classification/imagenet/timm/poolformer/poolformer_m48.py	2
configs/classification/imagenet/timm/poolformer/poolformer_s12.py	2
configs/classification/imagenet/timm/poolformer/poolformer_s24.py	2
configs/classification/imagenet/timm/poolformer/poolformer_s36.py	2
configs/classification/imagenet/timm/resmlp/resmlp_12_distilled_224.py	2
configs/classification/imagenet/timm/resmlp/resmlp_24_distilled_224.py	2
configs/classification/imagenet/timm/resmlp/resmlp_36_distilled_224.py	2
configs/classification/imagenet/timm/resmlp/resmlp_big_24_distilled_224.py	2
configs/classification/imagenet/timm/sequencer/sequencer2d_l.py	2
configs/classification/imagenet/timm/sequencer/sequencer2d_m.py	2
configs/classification/imagenet/timm/sequencer/sequencer2d_s.py	2
configs/classification/imagenet/timm/shuffle_transformer/shuffletrans_base_p4_w7_224.py	2
configs/classification/imagenet/timm/shuffle_transformer/shuffletrans_small_p4_w7_224.py	2
configs/classification/imagenet/timm/shuffle_transformer/shuffletrans_tiny_p4_w7_224.py	2
configs/classification/imagenet/timm/swint/dynamic_swin_small_p4_w7_224.py	2
configs/classification/imagenet/timm/swint/dynamic_swin_tiny_p4_w7_224.py	2
configs/classification/imagenet/timm/swint/swin_base_patch4_window7_224.py	2
configs/classification/imagenet/timm/swint/swin_large_patch4_window7_224.py	2
configs/classification/imagenet/timm/timm_config.py	94
configs/classification/imagenet/timm/tnt/tnt_s_patch16_224.py	2
configs/classification/imagenet/timm/twins/twins_svt_base.py	2
configs/classification/imagenet/timm/twins/twins_svt_large.py	2
configs/classification/imagenet/timm/twins/twins_svt_small.py	2
configs/classification/imagenet/timm/vit/vit_base_patch16_224.py	2
configs/classification/imagenet/timm/vit/vit_large_patch16_224.py	2
configs/classification/imagenet/timm/xcit/xcit_large_24_p8_224.py	2
configs/classification/imagenet/timm/xcit/xcit_large_24_p8_224_dist.py	2
configs/classification/imagenet/timm/xcit/xcit_medium_24_p8_224.py	2
configs/classification/imagenet/timm/xcit/xcit_medium_24_p8_224_dist.py	2
configs/classification/imagenet/vit/imagenet_vit_base_patch16_224_jpg.py	2
configs/classification/imagenet/vit/imagenet_vit_base_patch32_224_jpg.py	2
configs/classification/imagenet/vit/imagenet_vit_large_patch16_224_jpg.py	2
configs/classification/imagenet/vit/imagenet_vit_large_patch32_224_jpg.py	2
configs/classification/imagenet/vit/vit_base_patch16_224_b64x64_300e_jpg.py	63
configs/classification/itag/mobilenetv2.py	69
configs/config_templates/__init__.py	1
configs/config_templates/classification.py	169
configs/config_templates/classification_oss.py	180
configs/config_templates/classification_tfrecord_oss.py	187
configs/config_templates/dino_rn50_tfrecord_oss.py	116
configs/config_templates/dino_timm.py	71
configs/config_templates/dino_timm_tfrecord_oss.py	113
configs/config_templates/mae_vit_base_patch16.py	71
configs/config_templates/metric_learning/__init__.py	1
configs/config_templates/metric_learning/modelparallel_softmaxbased_tfrecord_oss.py	132
configs/config_templates/metric_learning/softmaxbased_tfrecord_oss.py	149
configs/config_templates/moby_timm_tfrecord_oss.py	79
configs/config_templates/moco_r50_tfrecord.py	63
configs/config_templates/moco_r50_tfrecord_oss.py	69
configs/config_templates/moco_timm_tfrecord.py	61
configs/config_templates/moco_timm_tfrecord_oss.py	67
configs/config_templates/swav_r50_tfrecord.py	111
configs/config_templates/swav_r50_tfrecord_oss.py	117
configs/config_templates/topdown_hrnet_w48_udp.py	191
configs/config_templates/topdown_litehrnet_30.py	176
configs/config_templates/yolox.py	171
configs/config_templates/yolox_edge.py	165
configs/config_templates/yolox_edge_itag.py	152
configs/config_templates/yolox_itag.py	153
configs/detection/common/dataset/autoaug_coco_detection.py	132
configs/detection/common/dataset/autoaug_obj2coco_detection.py	132
configs/detection/common/dataset/autoaug_obj365_val5k_detection.py	181
configs/detection/dab_detr/dab_detr.py	53
configs/detection/dab_detr/dab_detr_r50_8x2_50e_coco.py	15
configs/detection/dab_detr/dn_detr_r50_8x2_50e_coco.py	5
configs/detection/dab_detr/dn_detr_r50_dc5_8x2_50e_coco.py	2
configs/detection/detr/detr.py	42
configs/detection/detr/detr_r50_8x2_150e_coco.py	15
configs/detection/dino/dino_4sc_r50.py	85
configs/detection/dino/dino_4sc_r50_12e_coco.py	4
configs/detection/dino/dino_4sc_r50_24e_coco.py	3
configs/detection/dino/dino_4sc_r50_36e_coco.py	3
configs/detection/dino/dino_4sc_swinl.py	86
configs/detection/dino/dino_4sc_swinl_12e_coco.py	4
configs/detection/dino/dino_4sc_swinl_24e_coco.py	3
configs/detection/dino/dino_4sc_swinl_36e_coco.py	3
configs/detection/dino/dino_5sc_r50.py	7
configs/detection/dino/dino_5sc_r50_12e_coco.py	4
configs/detection/dino/dino_5sc_r50_24e_coco.py	3
configs/detection/dino/dino_5sc_r50_36e_coco.py	3
configs/detection/dino/dino_5sc_swinl.py	7
configs/detection/dino/dino_5sc_swinl_12e_coco.py	4
configs/detection/dino/dino_5sc_swinl_24e_coco.py	3
configs/detection/dino/dino_5sc_swinl_36e_coco.py	3
configs/detection/dino/dino_5sc_swinl_center_iou_memoryreduce_18e_obj2coco.py	17
configs/detection/dino/dino_5sc_swinl_center_iou_memoryreduce_26e_obj365.py	21
configs/detection/dino/dino_schedule_1x.py	14
configs/detection/fcos/coco_detection.py	101
configs/detection/fcos/fcos.py	50
configs/detection/fcos/fcos_r50_caffe_1x_coco.py	44
configs/detection/fcos/fcos_r50_torch_1x_coco.py	22
configs/detection/fcos/fcos_r50_torch_1x_mot20_crowdhuman.py	36
configs/detection/fcos/fcos_r50_torch_1x_pai.py	97
configs/detection/mask_rcnn/mask_rcnn_r50_fpn.py	122
configs/detection/vitdet/lsj_coco_detection.py	107
configs/detection/vitdet/lsj_coco_instance.py	108
configs/detection/vitdet/vitdet_cascade_mask_rcnn.py	225
configs/detection/vitdet/vitdet_cascade_mask_rcnn_100e.py	4
configs/detection/vitdet/vitdet_faster_rcnn.py	129
configs/detection/vitdet/vitdet_faster_rcnn_100e.py	4
configs/detection/vitdet/vitdet_mask_rcnn.py	145
configs/detection/vitdet/vitdet_mask_rcnn_100e.py	4
configs/detection/vitdet/vitdet_schedule_100e.py	23
configs/detection/yolox/pai_yoloxs_8xb16_300e_coco.py	159
configs/detection/yolox/pai_yoloxs_asff_8xb16_300e_coco.py	159
configs/detection/yolox/pai_yoloxs_asff_tood3_8xb16_300e_coco.py	160
configs/detection/yolox/yolox_l_8xb8_300e_coco.py	5
configs/detection/yolox/yolox_m_8xb16_300e_coco.py	2
configs/detection/yolox/yolox_nano_8xb16_300e_coco.py	2
configs/detection/yolox/yolox_s_8xb16_300e_coco.py	163
configs/detection/yolox/yolox_s_8xb16_300e_coco_pai.py	82
configs/detection/yolox/yolox_s_8xb16_300e_voc.py	73
configs/detection/yolox/yolox_tiny_8xb16_300e_coco.py	114
configs/detection/yolox/yolox_x_8xb8_300e_coco.py	5
configs/detection3d/bevformer/bevformer_base_r101_dcn_nuscenes.py	294
configs/detection3d/bevformer/bevformer_base_r101_dcn_nuscenes_blancehybrid.py	285
configs/detection3d/bevformer/bevformer_base_r101_dcn_nuscenes_hybrid.py	285
configs/detection3d/bevformer/bevformer_tiny_r50_nuscenes.py	291
configs/detection3d/bevformer/bevformer_tiny_r50_nuscenes_fp16.py	9
configs/edge_models/yolox_edge.py	150
configs/edge_models/yolox_l.py	158
configs/edge_models/yolox_m.py	158
configs/edge_models/yolox_nano.py	153
configs/edge_models/yolox_s.py	158
configs/edge_models/yolox_tiny.py	153
configs/face/face_96x96_wingloss.py	218
configs/metric_learning/common/dataset/imagenet_metriclearning.py	162
configs/metric_learning/common/metriclearning_base.py	5
configs/metric_learning/cub_resnet50_jpg.py	89
configs/metric_learning/imagenet_resnet50_1000kid_jpg.py	85
configs/metric_learning/imagenet_resnet50_1000kid_tfrecord.py	92
configs/metric_learning/imagenet_timm_modelparallel_softmaxbased_jpg.py	35
configs/metric_learning/imagenet_timm_softmaxbased_jpg.py	61
configs/metric_learning/sop_timm_swinb_local.py	123
configs/ocr/detection/det_model_ch.py	134
configs/ocr/detection/det_model_ch_r50.py	130
configs/ocr/detection/det_model_en.py	129
configs/ocr/detection/det_model_en_r50.py	133
configs/ocr/direction/direction_model.py	73
configs/ocr/recognition/rec_model_arabic.py	118
configs/ocr/recognition/rec_model_ch.py	120
configs/ocr/recognition/rec_model_chinese_cht.py	41
configs/ocr/recognition/rec_model_cyrillic.py	41
configs/ocr/recognition/rec_model_devanagari.py	41
configs/ocr/recognition/rec_model_en.py	117
configs/ocr/recognition/rec_model_japan.py	41
configs/ocr/recognition/rec_model_ka.py	41
configs/ocr/recognition/rec_model_korean.py	40
configs/ocr/recognition/rec_model_latin.py	41
configs/ocr/recognition/rec_model_ta.py	41
configs/ocr/recognition/rec_model_te.py	41
configs/pose/hand/hrnet_w18_coco_wholebody_hand_256x256_dark.py	169
configs/pose/hand/litehrnet_30_coco_wholebody_hand_256x256.py	155
configs/pose/hrnet_w48_coco_256x192_udp.py	181
configs/pose/litehrnet_30_coco_384x288.py	158
configs/pose/wholebody/hrnet_w48_coco_wholebody_384x288_dark_plus.py	177
configs/segmentation/fcn/fcn_r50-d8_512x512_8xb4_60e_voc12.py	139
configs/segmentation/fcn/fcn_r50-d8_512x512_8xb4_60e_voc12aug.py	163
configs/segmentation/mask2former/mask2former_r50_8xb2_e127_semantic.py	235
configs/segmentation/mask2former/mask2former_r50_8xb2_e50_instance.py	214
configs/segmentation/mask2former/mask2former_r50_8xb2_e50_panoptic.py	256
configs/segmentation/segformer/segformer_b0_coco.py	233
configs/segmentation/segformer/segformer_b1_coco.py	7
configs/segmentation/segformer/segformer_b2_coco.py	13
configs/segmentation/segformer/segformer_b3_coco.py	13
configs/segmentation/segformer/segformer_b4_coco.py	13
configs/segmentation/segformer/segformer_b5_coco.py	121
configs/segmentation/stdc/stdc1_cityscape_8xb6_e1290.py	181
configs/segmentation/stdc/stdc2_cityscape_8xb6_e1290.py	6
configs/segmentation/upernet/upernet_r50_512x512_8xb4_60e_voc12.py	138
configs/segmentation/upernet/upernet_r50_512x512_8xb4_60e_voc12aug.py	162
configs/selfsup/byol/byol_rn50_8xb32_200e.py	118
configs/selfsup/dino/dino_deit_small_p16_8xb32_100e_jpg.py	153
configs/selfsup/dino/dino_deit_small_p16_8xb32_100e_tfrecord.py	108
configs/selfsup/fast_convmae/fast_convmae_vit_base_patch16_8xb64_50e.py	76
configs/selfsup/mae/mae_vit_base_patch16_8xb64_1600e.py	72
configs/selfsup/mae/mae_vit_base_patch16_8xb64_400e.py	2
configs/selfsup/mae/mae_vit_large_patch16_8xb32_1600e.py	72
configs/selfsup/mixco/mixco_genet_8xb32_200e_tfrecord_oss.py	57
configs/selfsup/mixco/mixco_rn50_4xb64_200e_tfrecord_oss.py	62
configs/selfsup/moby/moby_deit_small_4xb32_100e_jpg.py	73
configs/selfsup/moby/moby_deit_small_p16_4xb128_300e_tfrecord.py	75
configs/selfsup/moby/moby_dynamic_swin_tiny_8xb64_300e_tfrecord.py	74
configs/selfsup/moby/moby_rn50_4xb128_100e_tfrecord.py	74
configs/selfsup/mocov2/mocov2_rn50_8xb32_200e_jpg.py	60
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