model,pretrain adv_inception_v3,in1k-adv bat_resnext26ts,in1k beit_base_patch16_224,in21k-selfsl beit_base_patch16_384,in21k-selfsl beit_large_patch16_224,in21k-selfsl beit_large_patch16_384,in21k-selfsl beit_large_patch16_512,in21k-selfsl botnet26t_256,in1k cait_m36_384,in1k-dist cait_m48_448,in1k-dist cait_s24_224,in1k-dist cait_s24_384,in1k-dist cait_s36_384,in1k-dist cait_xs24_384,in1k-dist cait_xxs24_224,in1k-dist cait_xxs24_384,in1k-dist cait_xxs36_224,in1k-dist cait_xxs36_384,in1k-dist coat_lite_mini,in1k coat_lite_small,in1k coat_lite_tiny,in1k coat_mini,in1k coat_tiny,in1k convit_base,in1k convit_small,in1k convit_tiny,in1k convmixer_1024_20_ks9_p14,in1k convmixer_1536_20,in1k convmixer_768_32,in1k crossvit_15_240,in1k crossvit_15_dagger_240,in1k crossvit_15_dagger_408,in1k crossvit_18_240,in1k crossvit_18_dagger_240,in1k crossvit_18_dagger_408,in1k crossvit_9_240,in1k crossvit_9_dagger_240,in1k crossvit_base_240,in1k crossvit_small_240,in1k crossvit_tiny_240,in1k cspdarknet53,in1k cspresnet50,in1k cspresnext50,in1k deit_base_distilled_patch16_224,in1k-dist deit_base_distilled_patch16_384,in1k-dist deit_base_patch16_224,in1k deit_base_patch16_384,in1k deit_small_distilled_patch16_224,in1k-dist deit_small_patch16_224,in1k deit_tiny_distilled_patch16_224,in1k-dist deit_tiny_patch16_224,in1k densenet121,in1k densenet161,in1k densenet169,in1k densenet201,in1k densenetblur121d,in1k dla102,in1k dla102x,in1k dla102x2,in1k dla169,in1k dla34,in1k dla46_c,in1k dla46x_c,in1k dla60,in1k dla60_res2net,in1k dla60_res2next,in1k dla60x,in1k dla60x_c,in1k dm_nfnet_f0,in1k dm_nfnet_f1,in1k dm_nfnet_f2,in1k dm_nfnet_f3,in1k dm_nfnet_f4,in1k dm_nfnet_f5,in1k dm_nfnet_f6,in1k dpn107,in1k dpn131,in1k dpn68,in1k dpn68b,in1k dpn92,in1k dpn98,in1k eca_botnext26ts_256,in1k eca_halonext26ts,in1k eca_nfnet_l0,in1k eca_nfnet_l1,in1k eca_nfnet_l2,in1k eca_resnet33ts,in1k eca_resnext26ts,in1k ecaresnet101d,in1k ecaresnet101d_pruned,in1k ecaresnet269d,in1k ecaresnet26t,in1k ecaresnet50d,in1k ecaresnet50d_pruned,in1k ecaresnet50t,in1k ecaresnetlight,in1k efficientnet_b0,in1k efficientnet_b1,in1k efficientnet_b1_pruned,in1k efficientnet_b2,in1k efficientnet_b2_pruned,in1k efficientnet_b3,in1k efficientnet_b3_pruned,in1k efficientnet_b4,in1k efficientnet_el,in1k efficientnet_el_pruned,in1k efficientnet_em,in1k efficientnet_es,in1k efficientnet_es_pruned,in1k efficientnet_lite0,in1k efficientnetv2_rw_m,in1k efficientnetv2_rw_s,in1k efficientnetv2_rw_t,in1k ens_adv_inception_resnet_v2,in1k-adv ese_vovnet19b_dw,in1k ese_vovnet39b,in1k fbnetc_100,in1k gc_efficientnetv2_rw_t,in1k gcresnet33ts,in1k gcresnet50t,in1k gcresnext26ts,in1k gcresnext50ts,in1k gernet_l,in1k gernet_m,in1k gernet_s,in1k ghostnet_100,in1k gluon_inception_v3,in1k gluon_resnet101_v1b,in1k gluon_resnet101_v1c,in1k gluon_resnet101_v1d,in1k gluon_resnet101_v1s,in1k gluon_resnet152_v1b,in1k gluon_resnet152_v1c,in1k gluon_resnet152_v1d,in1k gluon_resnet152_v1s,in1k gluon_resnet18_v1b,in1k gluon_resnet34_v1b,in1k gluon_resnet50_v1b,in1k gluon_resnet50_v1c,in1k gluon_resnet50_v1d,in1k gluon_resnet50_v1s,in1k gluon_resnext101_32x4d,in1k gluon_resnext101_64x4d,in1k gluon_resnext50_32x4d,in1k gluon_senet154,in1k gluon_seresnext101_32x4d,in1k gluon_seresnext101_64x4d,in1k gluon_seresnext50_32x4d,in1k gluon_xception65,in1k gmixer_24_224,in1k gmlp_s16_224,in1k halo2botnet50ts_256,in1k halonet26t,in1k halonet50ts,in1k haloregnetz_b,in1k hardcorenas_a,in1k hardcorenas_b,in1k hardcorenas_c,in1k hardcorenas_d,in1k hardcorenas_e,in1k hardcorenas_f,in1k hrnet_w18,in1k hrnet_w18_small,in1k hrnet_w18_small_v2,in1k hrnet_w30,in1k hrnet_w32,in1k hrnet_w40,in1k hrnet_w44,in1k hrnet_w48,in1k hrnet_w64,in1k ig_resnext101_32x16d,ig1b-wsl ig_resnext101_32x32d,ig1b-wsl ig_resnext101_32x48d,ig1b-wsl ig_resnext101_32x8d,ig1b-wsl inception_resnet_v2,in1k inception_v3,in1k inception_v4,in1k jx_nest_base,in1k jx_nest_small,in1k jx_nest_tiny,in1k lambda_resnet26rpt_256,in1k lambda_resnet26t,in1k lambda_resnet50ts,in1k lamhalobotnet50ts_256,in1k legacy_senet154,in1k legacy_seresnet101,in1k legacy_seresnet152,in1k legacy_seresnet18,in1k legacy_seresnet34,in1k legacy_seresnet50,in1k legacy_seresnext101_32x4d,in1k legacy_seresnext26_32x4d,in1k legacy_seresnext50_32x4d,in1k levit_128,in1k-dist levit_128s,in1k-dist levit_192,in1k-dist levit_256,in1k-dist levit_384,in1k-dist mixer_b16_224,in1k mixer_b16_224_miil,in21k mixer_l16_224,in1k mixnet_l,in1k mixnet_m,in1k mixnet_s,in1k mixnet_xl,in1k mnasnet_100,in1k mobilenetv2_100,in1k mobilenetv2_110d,in1k mobilenetv2_120d,in1k mobilenetv2_140,in1k mobilenetv3_large_100,in1k mobilenetv3_large_100_miil,in21k mobilenetv3_rw,in1k nasnetalarge,in1k nf_regnet_b1,in1k nf_resnet50,in1k nfnet_l0,in1k pit_b_224,in1k pit_b_distilled_224,in1k-dist pit_s_224,in1k pit_s_distilled_224,in1k-dist pit_ti_224,in1k pit_ti_distilled_224,in1k-dist pit_xs_224,in1k pit_xs_distilled_224,in1k-dist pnasnet5large,in1k regnetx_002,in1k regnetx_004,in1k regnetx_006,in1k regnetx_008,in1k regnetx_016,in1k regnetx_032,in1k regnetx_040,in1k regnetx_064,in1k regnetx_080,in1k regnetx_120,in1k regnetx_160,in1k regnetx_320,in1k regnety_002,in1k regnety_004,in1k regnety_006,in1k regnety_008,in1k regnety_016,in1k regnety_032,in1k regnety_040,in1k regnety_064,in1k regnety_080,in1k regnety_120,in1k regnety_160,in1k regnety_320,in1k regnetz_b,in1k regnetz_c,in1k regnetz_d,in1k repvgg_a2,in1k repvgg_b0,in1k repvgg_b1,in1k repvgg_b1g4,in1k repvgg_b2,in1k repvgg_b2g4,in1k repvgg_b3,in1k repvgg_b3g4,in1k res2net101_26w_4s,in1k res2net50_14w_8s,in1k res2net50_26w_4s,in1k res2net50_26w_6s,in1k res2net50_26w_8s,in1k res2net50_48w_2s,in1k res2next50,in1k resmlp_12_224,in1k resmlp_12_distilled_224,in1k-dist resmlp_24_224,in1k resmlp_24_distilled_224,in1k-dist resmlp_36_224,in1k resmlp_36_distilled_224,in1k-dist resmlp_big_24_224,in1k resmlp_big_24_224_in22ft1k,in21k resmlp_big_24_distilled_224,in1k-dist resnest101e,in1k resnest14d,in1k resnest200e,in1k resnest269e,in1k resnest26d,in1k resnest50d,in1k resnest50d_1s4x24d,in1k resnest50d_4s2x40d,in1k resnet101d,in1k resnet152d,in1k resnet18,in1k resnet18d,in1k resnet200d,in1k resnet26,in1k resnet26d,in1k resnet26t,in1k resnet32ts,in1k resnet33ts,in1k resnet34,in1k resnet34d,in1k resnet50,in1k resnet50d,in1k resnet51q,in1k resnet61q,in1k resnetblur50,in1k resnetrs101,in1k resnetrs152,in1k resnetrs200,in1k resnetrs270,in1k resnetrs350,in1k resnetrs420,in1k resnetrs50,in1k resnetv2_101,in1k resnetv2_101x1_bitm,in21k resnetv2_101x3_bitm,in21k resnetv2_152x2_bit_teacher,in21k resnetv2_152x2_bit_teacher_384,in21k resnetv2_152x2_bitm,in21k resnetv2_152x4_bitm,in21k resnetv2_50,in1k resnetv2_50x1_bit_distilled,in1k-dist resnetv2_50x1_bitm,in21k resnetv2_50x3_bitm,in21k resnext101_32x8d,in1k resnext26ts,in1k resnext50_32x4d,in1k resnext50d_32x4d,in1k rexnet_100,in1k rexnet_130,in1k rexnet_150,in1k rexnet_200,in1k sehalonet33ts,in1k selecsls42b,in1k selecsls60,in1k selecsls60b,in1k semnasnet_100,in1k seresnet152d,in1k seresnet33ts,in1k seresnet50,in1k seresnext26d_32x4d,in1k seresnext26t_32x4d,in1k seresnext26ts,in1k seresnext50_32x4d,in1k skresnet18,in1k skresnet34,in1k skresnext50_32x4d,in1k spnasnet_100,in1k ssl_resnet18,yfc-semisl ssl_resnet50,yfc-semisl ssl_resnext101_32x16d,yfc-semisl ssl_resnext101_32x4d,yfc-semisl ssl_resnext101_32x8d,yfc-semisl ssl_resnext50_32x4d,yfc-semisl swin_base_patch4_window12_384,in21k swin_base_patch4_window7_224,in21k swin_large_patch4_window12_384,in21k swin_large_patch4_window7_224,in21k swin_small_patch4_window7_224,in1k swin_tiny_patch4_window7_224,in1k swsl_resnet18,ig1b-swsl swsl_resnet50,ig1b-swsl swsl_resnext101_32x16d,ig1b-swsl swsl_resnext101_32x4d,ig1b-swsl swsl_resnext101_32x8d,ig1b-swsl swsl_resnext50_32x4d,ig1b-swsl tf_efficientnet_b0,in1k tf_efficientnet_b0_ap,in1k-ap tf_efficientnet_b0_ns,jft300m-ns tf_efficientnet_b1,in1k tf_efficientnet_b1_ap,in1k-ap tf_efficientnet_b1_ns,jft300m-ns tf_efficientnet_b2,in1k tf_efficientnet_b2_ap,in1k-ap tf_efficientnet_b2_ns,jft300m-ns tf_efficientnet_b3,in1k tf_efficientnet_b3_ap,in1k-ap tf_efficientnet_b3_ns,jft300m-ns tf_efficientnet_b4,in1k tf_efficientnet_b4_ap,in1k-ap tf_efficientnet_b4_ns,jft300m-ns tf_efficientnet_b5,in1k tf_efficientnet_b5_ap,in1k-ap tf_efficientnet_b5_ns,jft300m-ns tf_efficientnet_b6,in1k tf_efficientnet_b6_ap,in1k-ap tf_efficientnet_b6_ns,jft300m-ns tf_efficientnet_b7,in1k tf_efficientnet_b7_ap,in1k-ap tf_efficientnet_b7_ns,jft300m-ns tf_efficientnet_b8,in1k tf_efficientnet_b8_ap,in1k-ap tf_efficientnet_cc_b0_4e,in1k tf_efficientnet_cc_b0_8e,in1k tf_efficientnet_cc_b1_8e,in1k tf_efficientnet_el,in1k tf_efficientnet_em,in1k tf_efficientnet_es,in1k tf_efficientnet_l2_ns,jft300m-ns tf_efficientnet_l2_ns_475,jft300m-ns tf_efficientnet_lite0,in1k tf_efficientnet_lite1,in1k tf_efficientnet_lite2,in1k tf_efficientnet_lite3,in1k tf_efficientnet_lite4,in1k tf_efficientnetv2_b0,in1k tf_efficientnetv2_b1,in1k tf_efficientnetv2_b2,in1k tf_efficientnetv2_b3,in1k tf_efficientnetv2_l,in1k tf_efficientnetv2_l_in21ft1k,in21k tf_efficientnetv2_m,in1k tf_efficientnetv2_m_in21ft1k,in21k tf_efficientnetv2_s,in1k tf_efficientnetv2_s_in21ft1k,in21k tf_efficientnetv2_xl_in21ft1k,in21k tf_inception_v3,in1k tf_mixnet_l,in1k tf_mixnet_m,in1k tf_mixnet_s,in1k tf_mobilenetv3_large_075,in1k tf_mobilenetv3_large_100,in1k tf_mobilenetv3_large_minimal_100,in1k tf_mobilenetv3_small_075,in1k tf_mobilenetv3_small_100,in1k tf_mobilenetv3_small_minimal_100,in1k tnt_s_patch16_224,in1k tresnet_l,in1k tresnet_l_448,in1k tresnet_m,in21k tresnet_m_448,in1k tresnet_xl,in1k tresnet_xl_448,in1k tv_densenet121,in1k tv_resnet101,in1k tv_resnet152,in1k tv_resnet34,in1k tv_resnet50,in1k tv_resnext50_32x4d,in1k twins_pcpvt_base,in1k twins_pcpvt_large,in1k twins_pcpvt_small,in1k twins_svt_base,in1k twins_svt_large,in1k twins_svt_small,in1k vgg11,in1k vgg11_bn,in1k vgg13,in1k vgg13_bn,in1k vgg16,in1k vgg16_bn,in1k vgg19,in1k vgg19_bn,in1k visformer_small,in1k vit_base_patch16_224,in21k vit_base_patch16_224_miil,in21k vit_base_patch16_384,in21k vit_base_patch16_224_sam,in1k vit_base_patch32_224,in21k vit_base_patch32_384,in21k vit_base_patch32_224_sam,in1k vit_base_r50_s16_384,in21k vit_large_patch16_224,in21k vit_large_patch16_384,in21k vit_large_patch32_384,in21k vit_large_r50_s32_224,in21k vit_large_r50_s32_384,in21k vit_small_patch16_224,in21k vit_small_patch16_384,in21k vit_small_patch32_224,in21k vit_small_patch32_384,in21k vit_small_r26_s32_224,in21k vit_small_r26_s32_384,in21k vit_tiny_patch16_224,in21k vit_tiny_patch16_384,in21k vit_tiny_r_s16_p8_224,in21k vit_tiny_r_s16_p8_384,in21k wide_resnet101_2,in1k wide_resnet50_2,in1k xception,in1k xception41,in1k xception65,in1k xception71,in1k xcit_large_24_p16_224,in1k xcit_large_24_p16_224_dist,in1k-dist xcit_large_24_p16_384_dist,in1k-dist xcit_large_24_p8_224,in1k xcit_large_24_p8_224_dist,in1k-dist xcit_large_24_p8_384_dist,in1k-dist xcit_medium_24_p16_224,in1k xcit_medium_24_p16_224_dist,in1k-dist xcit_medium_24_p16_384_dist,in1k-dist xcit_medium_24_p8_224,in1k xcit_medium_24_p8_224_dist,in1k-dist xcit_medium_24_p8_384_dist,in1k-dist xcit_nano_12_p16_224,in1k xcit_nano_12_p16_224_dist,in1k-dist xcit_nano_12_p16_384_dist,in1k-dist xcit_nano_12_p8_224,in1k xcit_nano_12_p8_224_dist,in1k-dist xcit_nano_12_p8_384_dist,in1k-dist xcit_small_12_p16_224,in1k xcit_small_12_p16_224_dist,in1k-dist xcit_small_12_p16_384_dist,in1k-dist xcit_small_12_p8_224,in1k xcit_small_12_p8_224_dist,in1k-dist xcit_small_12_p8_384_dist,in1k-dist xcit_small_24_p16_224,in1k xcit_small_24_p16_224_dist,in1k-dist xcit_small_24_p16_384_dist,in1k-dist xcit_small_24_p8_224,in1k xcit_small_24_p8_224_dist,in1k-dist xcit_small_24_p8_384_dist,in1k-dist xcit_tiny_12_p16_224,in1k xcit_tiny_12_p16_224_dist,in1k-dist xcit_tiny_12_p16_384_dist,in1k-dist xcit_tiny_12_p8_224,in1k xcit_tiny_12_p8_224_dist,in1k-dist xcit_tiny_12_p8_384_dist,in1k-dist xcit_tiny_24_p16_224,in1k xcit_tiny_24_p16_224_dist,in1k-dist xcit_tiny_24_p16_384_dist,in1k-dist xcit_tiny_24_p8_224,in1k xcit_tiny_24_p8_224_dist,in1k-dist xcit_tiny_24_p8_384_dist,in1k-dist