TORCHVISION = [ "vgg11_bn", "vgg13_bn", "vgg16", "vgg16_bn", "vgg19_bn", "densenet121", "densenet169", "densenet201", "inception_v3", "resnet18", "resnet34", "resnet50", "resnet101", "resnet152", "shufflenet_v2_x0_5", "mobilenet_v2", "wide_resnet50_2", "mnasnet0_5", "mnasnet1_0", "ghostnet_100", "cspresnet50", "fbnetc_100", "spnasnet_100", "resnet50d", "resnet26", "resnet26d", "seresnet50", "resnetblur50", "resnetrs50", "tf_mixnet_s", "tf_mixnet_m", "tf_mixnet_l", "ese_vovnet19b_dw", "ese_vovnet39b", "res2next50", "gernet_s", "gernet_m", "repvgg_a2", "repvgg_b0", "repvgg_b1", "repvgg_b1g4", "revnet", "dm_nfnet_f1", "nfnet_l0", ] REGNETS = [ "regnetx_002", "regnetx_004", "regnetx_006", "regnetx_008", "regnetx_016", "regnetx_032", "regnetx_040", "regnetx_064", "regnety_002", "regnety_004", "regnety_006", "regnety_008", "regnety_016", "regnety_032", "regnety_040", "regnety_064", ] EFFNETS_IMAGENET = [ 'tf_efficientnet_b0', 'tf_efficientnet_b1', 'tf_efficientnet_b2', 'tf_efficientnet_b3', 'tf_efficientnet_b4', 'tf_efficientnet_b0_ns', ] EFFNETS_INCEPTION = [ 'tf_efficientnet_lite0', 'tf_efficientnet_lite1', 'tf_efficientnet_lite2', 'tf_efficientnet_lite3', 'tf_efficientnet_lite4', 'tf_efficientnetv2_b0', 'tf_efficientnetv2_b1', 'tf_efficientnetv2_b2', 'tf_efficientnetv2_b3', 'efficientnet_b1', 'efficientnet_b1_pruned', 'efficientnet_b2_pruned', 'efficientnet_b3_pruned', ] EFFNETS = EFFNETS_IMAGENET + EFFNETS_INCEPTION VITS_IMAGENET = [ 'deit_tiny_distilled_patch16_224', 'deit_small_distilled_patch16_224', 'deit_base_distilled_patch16_224', ] VITS_INCEPTION = [ 'vit_base_patch16_224', 'vit_large_patch16_224' ] MAES = [ 'mae_vit_base_patch16', 'mae_vit_large_patch16', 'mae_vit_huge_patch14' ] ST= ['swin_base_patch4_window7_224'] TNT = ['tnt_b_patch16_224'] VITS = VITS_IMAGENET + VITS_INCEPTION CLIP = [ 'resnet50_clip' ] ALL_MODELS = TORCHVISION + REGNETS + EFFNETS + VITS + CLIP + MAES + TNT # Group according to input normalization NORMALIZED_IMAGENET = TORCHVISION + REGNETS + EFFNETS_IMAGENET + VITS_IMAGENET NORMALIZED_INCEPTION = EFFNETS_INCEPTION + VITS_INCEPTION + MAES + TNT + ST NORMALIZED_CLIP = CLIP