results_il-common.csv

Model name,Model type,Accuracy,Top-3 accuracy,Macro F1-score,Samples,Mistakes,Resolution,Intermediate,MIM,Distilled,Self-supervised learning,ms / sample,Parameters (M),Samples / sec,Peak GPU memory (MB),device,max_batch_size,compile,amp,single_thread,torch_version
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,48.85532233666658,11.834867,20.468598960598534,,cpu,1,false,false,false,2.9.1+cu128
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,97.75328599000203,11.834867,10.229835139273758,,cpu,1,false,false,true,2.9.1+cu128
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,61.518056333333234,11.834867,16.255390036732276,,cpu,1,true,false,false,2.9.1+cu128
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,64.156489131111,11.834867,15.586887835404887,,cpu,1,true,true,false,2.9.1+cu128
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,1.7260171606770787,11.834867,579.3685154368465,,cuda,512,false,false,false,2.9.1+cu128
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,1.2645879984505133,11.834867,790.771382636313,,cuda,512,true,false,false,2.9.1+cu128
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,0.6100673419922013,11.834867,1639.163304061576,,cuda,512,true,true,false,2.9.1+cu128
cait xxs24,CaiT,0.9233055134041477,0.9696509863429439,0.8966270708482156,15816,1213,256,false,false,false,false,,11.834867,,59.48046875,cuda,1,false,false,false,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,23.821609071111048,2.921126,41.978692413885696,,cpu,1,false,false,false,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,22.956670049998138,2.921126,43.56032463863726,,cpu,1,false,false,true,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,11.745200234444283,2.921126,85.14116235050415,,cpu,1,true,false,false,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,35.25001873999928,2.921126,28.3687792445134,,cpu,1,true,true,false,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,0.5293788389713564,2.921126,1889.0063719643842,,cuda,512,false,false,false,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,0.39429722798177613,2.921126,2536.15782469112,,cuda,512,true,false,false,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,0.1843506837499831,2.921126,5424.4442150060195,,cuda,512,true,true,false,2.9.1+cu128
cas vit xs,CAS ViT,0.9334850784016187,0.9761001517450683,0.9123426400164477,15816,1052,256,false,false,false,false,,2.921126,,30.9140625,cuda,1,false,false,false,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,26.455991727777928,5.520051,37.79862083000399,,cpu,1,false,false,false,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,53.66370666999956,5.520051,18.634568166329167,,cpu,1,false,false,true,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,16.481005329999586,5.520051,60.67591023587303,,cpu,1,true,false,false,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,12.467058282222245,5.520051,80.21138406210696,,cpu,1,true,true,false,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,0.7777010727083322,5.520051,1285.8410963964793,,cuda,512,false,false,false,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,0.581176216367183,5.520051,1720.6485259338403,,cuda,512,true,false,false,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,0.3089588956900968,5.520051,3236.676509237191,,cuda,512,true,true,false,2.9.1+cu128
coat lite tiny,CoaT,0.9281107738998483,0.9728755690440061,0.9046200933029305,15816,1137,256,false,false,false,false,,5.520051,,50.2666015625,cuda,1,false,false,false,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,81.0193063811112,5.402303,12.34273711621332,,cpu,1,false,false,false,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,161.27187049999975,5.402303,6.20070937913504,,cpu,1,false,false,true,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,47.47238263111083,5.402303,21.064879084974642,,cpu,1,true,false,false,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,40.23918841555516,5.402303,24.851395850057266,,cpu,1,true,true,false,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,2.151086390729174,5.402303,464.88137543421516,,cuda,512,false,false,false,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,1.5220373022656255,5.402303,657.0141208178354,,cuda,512,true,false,false,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,0.8984657018359125,5.402303,1113.0085410679715,,cuda,512,true,true,false,2.9.1+cu128
coat tiny,CoaT,0.9324102175012645,0.9744562468386444,0.9080923389521037,15816,1069,256,false,false,false,false,,5.402303,,60.08056640625,cuda,1,false,false,false,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,36.50879543333329,14.187091,27.39065992538826,,cpu,1,false,false,false,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,66.58523164999679,14.187091,15.018345287983214,,cpu,1,false,false,true,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,15.127004694444521,14.187091,66.10694054767205,,cpu,1,true,false,false,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,13.014660930000698,14.187091,76.8364235824887,,cpu,1,true,true,false,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,1.4452953867578107,14.187091,691.9000843441914,,cuda,512,false,false,false,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,0.7339319359374958,14.187091,1362.5241674796985,,cuda,512,true,false,false,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,0.3772421677083079,14.187091,2650.8171291530234,,cuda,512,true,true,false,2.9.1+cu128
conv2former n,Conv2Former,0.9585862417804755,0.9874810318664643,0.9426536984630685,15816,655,256,false,false,false,false,,14.187091,,80.02099609375,cuda,1,false,false,false,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,10.831767343333418,3.506491,92.32103758353578,,cpu,1,false,false,false,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,20.586954629998218,3.506491,48.57445008125938,,cpu,1,false,false,true,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,8.582815740000013,3.506491,116.51188028417332,,cpu,1,true,false,false,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,7.381794800000232,3.506491,135.46840939008067,,cpu,1,true,true,false,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,0.4675311068099101,3.506491,2138.895114002719,,cuda,512,false,false,false,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,0.20333831044271258,3.506491,4917.912408255868,,cuda,512,true,false,false,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,0.09913565097657322,3.506491,10087.188515424288,,cuda,512,true,true,false,2.9.1+cu128
convnext v2 atto,ConvNeXt v2,0.8779084471421346,0.9412620131512393,0.8448640662634193,15816,1931,256,false,false,false,false,,3.506491,,32.02978515625,cuda,1,false,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,23.76999574555561,28.151795,42.06984345745938,,cpu,1,false,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,122.46348160999787,28.151795,8.165699577157541,,cpu,1,false,false,true,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,20.481453449999915,28.151795,48.82465995107413,,cpu,1,true,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,16.534015025555266,28.151795,60.481377236828585,,cpu,1,true,true,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,1.6176718257552145,28.151795,618.1723536744836,,cuda,512,false,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,0.7318637628124948,28.151795,1366.374523254272,,cuda,512,true,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,0.35829378046874655,28.151795,2791.005745876263,,cuda,512,true,true,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.978439554881133,0.9955741021750126,0.9707692292594396,15816,341,256,true,false,false,false,,28.151795,,141.0634765625,cuda,1,false,false,false,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,16.627577861110897,8.541222,60.14105050975774,,cpu,1,false,false,false,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,42.83057050000025,8.541222,23.347809481080674,,cpu,1,false,false,true,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,13.187570804444576,8.541222,75.82897675612648,,cpu,1,true,false,false,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,13.943676261110845,8.541222,71.71709822244061,,cpu,1,true,true,false,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,0.300404246744795,8.541222,3328.847747114369,,cuda,512,false,false,false,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,0.27556225718749755,8.541222,3628.9440005551337,,cuda,512,true,false,false,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,0.15573336414064445,8.541222,6421.231606458392,,cuda,512,true,true,false,2.9.1+cu128
crossvit 9d,CrossViT,0.8344081942336874,0.9245700556398584,0.7976736169525117,15816,2619,240,false,false,false,false,,8.541222,,45.18701171875,cuda,1,false,false,false,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,13.451875801111123,5.601203,74.33907469747825,,cpu,1,false,false,false,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,31.824064970001015,5.601203,31.422761389616657,,cpu,1,false,false,true,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,9.599773486666487,5.601203,104.16912455163035,,cpu,1,true,false,false,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,9.320476905555148,5.601203,107.29064726333742,,cpu,1,true,true,false,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,0.31765101259116096,5.601203,3148.1089634902874,,cuda,512,false,false,false,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,0.24988149537762183,5.601203,4001.896973158402,,cuda,512,true,false,false,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,0.11453141088542415,5.601203,8731.229208381865,,cuda,512,true,true,false,2.9.1+cu128
deit3 reg4 t16,DeiT3,0.9207764289327264,0.9692716236722306,0.8963113680968692,15816,1253,256,false,false,false,false,,5.601203,,33.6123046875,cuda,1,false,false,false,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,13.232709494444508,5.600435,75.57031312595733,,cpu,1,false,false,false,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,31.15634011000111,5.600435,32.09619603808993,,cpu,1,false,false,true,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,9.683700247778184,5.600435,103.26631085358501,,cpu,1,true,false,false,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,9.435181684445222,5.600435,105.98630036436855,,cpu,1,true,true,false,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,0.31352683921873853,5.600435,3189.5196037820842,,cuda,512,false,false,false,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,0.2507698442968831,5.600435,3987.7203050623316,,cuda,512,true,false,false,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,0.11701422800783234,5.600435,8545.969298135822,,cuda,512,true,true,false,2.9.1+cu128
deit3 t16,DeiT3,0.9168563480020233,0.9677541729893778,0.890935439041065,15816,1315,256,false,false,false,false,,5.600435,,33.5703125,cuda,1,false,false,false,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,12.495845457777808,5.668006,80.02659791039338,,cpu,1,false,false,false,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,31.044585720001123,5.668006,32.21173601797266,,cpu,1,false,false,true,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,9.87603654777811,5.668006,101.25519434463594,,cpu,1,true,false,false,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,9.182203162221816,5.668006,108.90632480386441,,cpu,1,true,true,false,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,0.29488705949217336,5.668006,3391.12879935154,,cuda,512,false,false,false,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,0.2477443603385391,5.668006,4036.4188255729186,,cuda,512,true,false,false,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,0.11367982589845836,5.668006,8796.635569210184,,cuda,512,true,true,false,2.9.1+cu128
deit t16 (d),DeiT,0.8562215477996965,0.9327263530601922,0.8213258874591614,15816,2274,256,false,false,true,false,,5.668006,,33.83056640625,cuda,1,false,false,false,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,12.5657117311112,5.668006,79.58164419163934,,cpu,1,false,false,false,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,31.140947789999696,5.668006,32.11206051734656,,cpu,1,false,false,true,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,9.72302014777799,5.668006,102.84870182322216,,cpu,1,true,false,false,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,9.391879866666892,5.668006,106.47495647268033,,cpu,1,true,true,false,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,0.2949616850781212,5.668006,3390.2708405505214,,cuda,512,false,false,false,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,0.24751592825521604,5.668006,4040.1440305243323,,cuda,512,true,false,false,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,0.1135704752213466,5.668006,8805.105359038253,,cuda,512,true,true,false,2.9.1+cu128
deit t16,DeiT,0.8510369246332827,0.9297546788062722,0.81563398778625,15816,2356,256,false,false,false,false,,5.668006,,33.83056640625,cuda,1,false,false,false,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,15.030657620000056,5.394987,66.53068849558402,,cpu,1,false,false,false,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,28.246271689999958,5.394987,35.402902406905284,,cpu,1,false,false,true,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,11.2694235011107,5.394987,88.73568376425301,,cpu,1,true,false,false,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,9.960624903333157,5.394987,100.39530749374639,,cpu,1,true,true,false,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,0.42073206338540575,5.394987,2376.8095826915,,cuda,512,false,false,false,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,0.32883646625000057,5.394987,3041.0252591625344,,cuda,512,true,false,false,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,0.17787902592445448,5.394987,5621.798268811645,,cuda,512,true,true,false,2.9.1+cu128
edgenext s,EdgeNeXt,0.9408194233687405,0.980209914011128,0.9195325359023406,15816,936,256,false,false,false,false,,5.394987,,38.9638671875,cuda,1,false,false,false,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,12.479246291111142,2.215407,80.13304463045107,,cpu,1,false,false,false,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,14.914086270000555,2.215407,67.05070507815715,,cpu,1,false,false,true,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,9.37857063111096,2.215407,106.62605628652632,,cpu,1,true,false,false,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,8.723390176665918,2.215407,114.63433134916824,,cpu,1,true,true,false,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,0.2849820372656353,2.215407,3508.993091616815,,cuda,512,false,false,false,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,0.21240968744791644,2.215407,4707.883204456969,,cuda,512,true,false,false,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,0.11850753131507002,2.215407,8438.282266983946,,cuda,512,true,true,false,2.9.1+cu128
edgenext xs,EdgeNeXt,0.9159711684370258,0.9685128983308042,0.889645046635161,15816,1329,256,false,false,false,false,,2.215407,,23.36962890625,cuda,1,false,false,false,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,9.415969371110956,1.220915,106.20255446752941,,cpu,1,false,false,false,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,8.792245910003656,1.220915,113.73658223801705,,cpu,1,false,false,true,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,7.005039720000039,1.220915,142.75436542421124,,cpu,1,true,false,false,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,6.635955718888403,1.220915,150.69419422942008,,cpu,1,true,true,false,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,0.17502945016926694,1.220915,5713.324237909238,,cuda,512,false,false,false,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,0.12116430393229886,1.220915,8253.255848015722,,cuda,512,true,false,false,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,0.06658770049478828,1.220915,15017.788458970266,,cuda,512,true,true,false,2.9.1+cu128
edgenext xxs,EdgeNeXt,0.8951062215477997,0.9594081942336874,0.8661576455863584,15816,1659,256,false,false,false,false,,1.220915,,18.31494140625,cuda,1,false,false,false,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,18.643440950000038,6.52752,53.638167046625476,,cpu,1,false,false,false,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,37.07296507000137,6.52752,26.973833846626366,,cpu,1,false,false,true,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,10.54787596666655,6.52752,94.80581712945856,,cpu,1,true,false,false,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,10.257091737778158,6.52752,97.4935220981669,,cpu,1,true,true,false,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,0.4652908473437615,6.52752,2149.1933609026914,,cuda,512,false,false,false,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,0.35261718164062944,6.52752,2835.936681665025,,cuda,512,true,false,false,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,0.19867366205730264,6.52752,5033.379813130812,,cuda,512,true,true,false,2.9.1+cu128
edgevit xs,EdgeViT,0.9338012139605463,0.9783131006575619,0.9107477923374089,15816,1047,256,false,false,false,false,,6.52752,,43.818359375,cuda,1,false,false,false,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,17.078316064444405,3.885552,58.55378224800012,,cpu,1,false,false,false,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,24.213118650000066,3.885552,41.29992565001523,,cpu,1,false,false,true,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,9.44543095777792,3.885552,105.87129422364171,,cpu,1,true,false,false,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,9.53021124333241,3.885552,104.92946845219477,,cpu,1,true,true,false,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,0.3539858319791733,3.885552,2824.9718199423155,,cuda,512,false,false,false,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,0.2754349070442667,3.885552,3630.62187988861,,cuda,512,true,false,false,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,0.14262308414060954,3.885552,7011.487698682199,,cuda,512,true,true,false,2.9.1+cu128
edgevit xxs,EdgeViT,0.9233687405159332,0.9733813859382904,0.8994409956368182,15816,1212,256,false,false,false,false,,3.885552,,32.09521484375,cuda,1,false,false,false,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,15.269640547777879,11.725014,65.48942634707439,,cpu,1,false,false,false,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,44.97489066000071,11.725014,22.23462881899498,,cpu,1,false,false,true,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,7.654588921111302,11.725014,130.6405883197734,,cpu,1,true,false,false,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,7.797744567777852,11.725014,128.24221046329723,,cpu,1,true,true,false,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,0.5950892273177052,11.725014,1680.4202699272219,,cuda,512,false,false,false,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,0.28457848757812576,11.725014,3513.96905827419,,cuda,512,true,false,false,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,0.16462980928385682,11.725014,6074.234091322959,,cuda,512,true,true,false,2.9.1+cu128
efficientformer v1 l1,EfficientFormer v1,0.9269726858877086,0.9723697521497218,0.9032892047163472,15816,1155,256,false,false,false,false,,11.725014,,64.42041015625,cuda,1,false,false,false,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,16.799284074444486,3.35311,59.5263462162192,,cpu,1,false,false,false,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,19.67564806000155,3.35311,50.824247158236744,,cpu,1,false,false,true,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,12.481368101111407,3.35311,80.11942215781255,,cpu,1,true,false,false,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,12.198638482222021,3.35311,81.97636166178496,,cpu,1,true,true,false,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,0.9024581141666487,3.35311,1108.0846681991704,,cuda,512,false,false,false,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,0.25932345076822594,3.35311,3856.1880810916887,,cuda,512,true,false,false,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,0.12787699411456782,3.35311,7820.014905136713,,cuda,512,true,true,false,2.9.1+cu128
efficientformer v2 s0,EfficientFormer v2,0.9112923621648963,0.9644031360647446,0.8858904450163702,15816,1403,256,false,false,false,false,,3.35311,,30.20849609375,cuda,1,false,false,false,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,21.972674477777772,5.867278,45.511073356652936,,cpu,1,false,false,false,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,28.05695963999824,5.867278,35.64178060741804,,cpu,1,false,false,true,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,14.548844223333314,5.867278,68.73398220844295,,cpu,1,true,false,false,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,14.947674666666192,5.867278,66.90003778514347,,cpu,1,true,true,false,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,1.0633480017838557,5.867278,940.4258985039855,,cuda,512,false,false,false,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,0.3631069537760349,5.867278,2754.009499407169,,cuda,512,true,false,false,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,0.18448064067707529,5.867278,5420.6229788113815,,cuda,512,true,true,false,2.9.1+cu128
efficientformer v2 s1,EfficientFormer v2,0.9246332827516439,0.9702200303490136,0.9010992245890288,15816,1192,256,false,false,false,false,,5.867278,,39.88330078125,cuda,1,false,false,false,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,11.365752795555485,3.846259,87.98361340315658,,cpu,1,false,false,false,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,15.81181129000015,3.846259,63.24386129199689,,cpu,1,false,false,true,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,5.920729858888889,3.846259,168.8980959836706,,cpu,1,true,false,false,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,5.707615673333445,3.846259,175.20450871843047,,cpu,1,true,true,false,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,0.43193058184895017,3.846259,2315.1868425693197,,cuda,512,false,false,false,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,0.2978588169270798,3.846259,3357.295279410227,,cuda,512,true,false,false,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,0.14670144343753577,3.846259,6816.565512702617,,cuda,512,true,true,false,2.9.1+cu128
efficientnet lite0,EfficientNet Lite,0.9243171471927162,0.9742665655032878,0.8998273303058971,15816,1197,256,false,false,false,false,,3.846259,,39.7734375,cuda,1,false,false,false,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,14.258806982222218,4.482799,70.13209458875438,,cpu,1,false,false,false,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,18.533098029997745,4.482799,53.957519589083056,,cpu,1,false,false,true,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,8.017352581111178,4.482799,124.72945275676068,,cpu,1,true,false,false,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,30.156065322221874,4.482799,33.16082483954246,,cpu,1,true,true,false,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,0.5053114504427232,4.482799,1978.977517972056,,cuda,512,false,false,false,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,0.36928562020833056,4.482799,2707.9310573638236,,cuda,512,true,false,false,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,0.21883262916664611,4.482799,4569.702442493057,,cuda,512,true,true,false,2.9.1+cu128
efficientnet v1 b0,EfficientNet v1,0.9346231664137582,0.9779337379868488,0.9119998450017323,15816,1034,256,false,false,false,false,,4.482799,,42.2119140625,cuda,1,false,false,false,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,20.114721201111173,6.988435,49.71483273378694,,cpu,1,false,false,false,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,26.536365960000698,6.988435,37.68413510377944,,cpu,1,false,false,true,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,10.650076165555522,6.988435,93.89604209913541,,cpu,1,true,false,false,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,41.01624550999986,6.988435,24.380583536252665,,cpu,1,true,true,false,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,0.7189957031380109,6.988435,1390.828895966365,,cuda,512,false,false,false,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,0.5232325192057393,6.988435,1911.1961953702496,,cuda,512,true,false,false,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,0.3129716307552144,6.988435,3195.177778851571,,cuda,512,true,true,false,2.9.1+cu128
efficientnet v1 b1,EfficientNet v1,0.9397445624683864,0.9805260495700556,0.9187110336722603,15816,953,256,false,false,false,false,,6.988435,,51.8798828125,cuda,1,false,false,false,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,20.922906667777728,8.223733,47.79450656060363,,cpu,1,false,false,false,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,28.96647504000157,8.223733,34.522667967677776,,cpu,1,false,false,true,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,11.681680934444152,8.223733,85.60411858634477,,cpu,1,true,false,false,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,39.25112952666698,8.223733,25.47697383639893,,cpu,1,true,true,false,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,0.75141553031249,8.223733,1330.8215756255818,,cuda,512,false,false,false,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,0.5408662982552197,8.223733,1848.8857657167762,,cuda,512,true,false,false,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,0.329006100078099,8.223733,3039.457322410197,,cuda,512,true,true,false,2.9.1+cu128
efficientnet v1 b2,EfficientNet v1,0.9408194233687405,0.9827389984825493,0.9204250745066693,15816,936,256,false,false,false,false,,8.223733,,56.63330078125,cuda,1,false,false,false,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,32.495090487777816,20.652739,30.773879530390108,,cpu,1,false,false,false,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,75.48546601999988,20.652739,13.247583312727379,,cpu,1,false,false,true,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,18.203618020000043,20.652739,54.934134461694086,,cpu,1,true,false,false,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,58.59421147222242,20.652739,17.0665322541983,,cpu,1,true,true,false,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,0.9671288356119825,20.652739,1033.98840276251,,cuda,512,false,false,false,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,0.6859318745312493,20.652739,1457.8707261320637,,cuda,512,true,false,false,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,0.3804669644270576,20.652739,2628.349090717752,,cuda,512,true,true,false,2.9.1+cu128
efficientnet v2 s,EfficientNet v2,0.9589023773394031,0.9884926656550329,0.9425628174764586,15816,650,256,false,false,false,false,,20.652739,,100.80126953125,cuda,1,false,false,false,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,12.415920328889014,6.073102,80.54175393452132,,cpu,1,false,false,false,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,11.763108400000418,6.073102,85.01154337742602,,cpu,1,false,false,true,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,6.723260665555447,6.073102,148.73735375503017,,cpu,1,true,false,false,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,10.565929186666633,6.073102,94.64382945722568,,cpu,1,true,true,false,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,0.11512622085938064,6.073102,8686.118527432916,,cuda,512,false,false,false,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,0.07978230520834019,6.073102,12534.107624349055,,cuda,512,true,false,false,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,0.040933590390608295,6.073102,24429.814009900234,,cuda,512,true,true,false,2.9.1+cu128
efficientvim m1,EfficientViM,0.8951694486595853,0.9581436519979767,0.8646624251610726,15816,1658,256,false,false,false,false,,6.073102,,35.7587890625,cuda,1,false,false,false,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,10.41605313111126,2.604259,96.00565467673576,,cpu,1,false,false,false,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,7.345264329997008,2.604259,136.14213935312623,,cpu,1,false,false,true,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,5.1181324922213705,2.604259,195.38376576218334,,cpu,1,true,false,false,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,5.303127179999541,2.604259,188.56798376841613,,cpu,1,true,true,false,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,0.180814739414051,2.604259,5530.522584832433,,cuda,512,false,false,false,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,0.13143407378907548,2.604259,7608.37712148216,,cuda,512,true,false,false,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,0.06545062136718607,2.604259,15278.693755860259,,cuda,512,true,true,false,2.9.1+cu128
efficientvit mit b0,EfficientViT MIT,0.8709534648457259,0.9469524532119373,0.8387527761956513,15816,2041,256,false,false,false,false,,2.604259,,24.3681640625,cuda,1,false,false,false,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,13.500171097777839,2.228039,74.07313527786343,,cpu,1,false,false,false,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,7.793447139997624,2.228039,128.31292520966593,,cpu,1,false,false,true,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,7.704461499999725,2.228039,129.7949246680038,,cpu,1,true,false,false,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,12.9257423288891,2.228039,77.36499572368814,,cpu,1,true,true,false,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,0.04958149462237789,2.228039,20168.815152027797,,cuda,512,false,false,false,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,0.03406540339843408,2.228039,29355.2959964645,,cuda,512,true,false,false,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,0.016848454453111117,2.228039,59352.625060237915,,cuda,512,true,true,false,2.9.1+cu128
efficientvit msft m0,EfficientViT MSFT,0.8171471927162367,0.9105336368234699,0.777362213694913,15816,2892,256,false,false,false,false,,2.228039,,19.7470703125,cuda,1,false,false,false,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,8.934905795555704,3.099751,111.92059803220404,,cpu,1,false,false,false,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,10.327256850000595,3.099751,96.83113478483325,,cpu,1,false,false,true,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,6.209956462222788,3.099751,161.0317247928113,,cpu,1,true,false,false,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,5.8291168111110085,3.099751,171.5525751849539,,cpu,1,true,true,false,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,0.132082767825518,3.099751,7571.010332861929,,cuda,512,false,false,false,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,0.11450881440102496,3.099751,8732.952176920357,,cuda,512,true,false,false,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,0.054518239335976666,3.099751,18342.48523392975,,cuda,512,true,true,false,2.9.1+cu128
fasternet t0,FasterNet,0.889099645928174,0.9497344461305007,0.8607056146582843,15816,1754,256,false,false,false,false,,3.099751,,26.38818359375,cuda,1,false,false,false,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,10.91809892111112,6.789619,91.59103679363177,,cpu,1,false,false,false,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,22.142084699999035,6.789619,45.162865807303305,,cpu,1,false,false,true,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,7.179615850000118,6.789619,139.28321805685238,,cpu,1,true,false,false,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,6.157062246666101,6.789619,162.4151194088505,,cpu,1,true,true,false,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,0.20946776549476925,6.789619,4774.004237062297,,cuda,512,false,false,false,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,0.17668458355468414,6.789619,5659.803361907343,,cuda,512,true,false,false,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,0.08401217783851204,6.789619,11903.036270791563,,cuda,512,true,true,false,2.9.1+cu128
fasternet t1,FasterNet,0.9173621648963075,0.9681967627718766,0.8956497648537477,15816,1307,256,false,false,false,false,,6.789619,,42.84423828125,cuda,1,false,false,false,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,16.564352656666617,10.900595,60.37060552423896,,cpu,1,false,false,false,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,43.08574838999902,10.900595,23.20953070022843,,cpu,1,false,false,true,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,9.028066693332827,10.900595,110.7656859401021,,cpu,1,true,false,false,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,15.512779326666836,10.900595,64.46298106497115,,cpu,1,true,true,false,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,0.5444459569661575,10.900595,1836.7295912570428,,cuda,512,false,false,false,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,0.47567407880208634,10.900595,2102.2797847600814,,cuda,512,true,false,false,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,0.24887802644533014,10.900595,4018.0325048489776,,cuda,512,true,true,false,2.9.1+cu128
fastvit sa12 (r),FastViT,0.9338644410723318,0.9755943348507841,0.9096416525026686,15816,1046,256,false,false,false,false,,10.900595,,64.0517578125,cuda,1,false,false,false,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,14.063420686666682,6.864115,71.10645569666312,,cpu,1,false,false,false,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,33.283675070001664,6.864115,30.044759116798758,,cpu,1,false,false,true,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,8.022659358889037,6.864115,124.64694751024282,,cpu,1,true,false,false,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,13.955551881110498,6.864115,71.6560698221865,,cpu,1,true,true,false,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,0.47313250834636256,6.864115,2113.5727990771193,,cuda,512,false,false,false,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,0.42760311981770843,6.864115,2338.617174791218,,cuda,512,true,false,false,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,0.22232826851563914,6.864115,4497.853586844524,,cuda,512,true,true,false,2.9.1+cu128
fastvit t12 (r),FastViT,0.9257081436519979,0.97097875569044,0.8997745595366994,15816,1175,256,false,false,false,false,,6.864115,,46.6455078125,cuda,1,false,false,false,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,11.021939821111271,3.512339,90.7281310032753,,cpu,1,false,false,false,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,19.685700170002743,3.512339,50.79829477052634,,cpu,1,false,false,true,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,6.24386654888844,3.512339,160.1571705881549,,cpu,1,true,false,false,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,12.843918725555138,3.512339,77.85785797681292,,cpu,1,true,true,false,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,0.32344419492188103,3.512339,3091.7234431785746,,cuda,512,false,false,false,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,0.30855060690105535,3.512339,3240.959433019931,,cuda,512,true,false,false,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,0.15741651235676574,3.512339,6352.57372322936,,cuda,512,true,true,false,2.9.1+cu128
fastvit t8 (r),FastViT,0.908763277693475,0.9633282751643905,0.8830829238225312,15816,1443,256,false,false,false,false,,3.512339,,30.06494140625,cuda,1,false,false,false,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,25.74738121111093,5.351159,38.83890139353138,,cpu,1,false,false,false,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,23.040971099999297,5.351159,43.400948495613996,,cpu,1,false,false,true,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,11.04880168555509,5.351159,90.50755262512979,,cpu,1,true,false,false,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,22.701641843333263,5.351159,44.04967741545388,,cpu,1,true,true,false,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,0.43149017401042045,5.351159,2317.5498776847003,,cuda,512,false,false,false,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,0.36040310680988347,5.351159,2774.670864664635,,cuda,512,true,false,false,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,0.15416021820309803,5.351159,6486.757813760695,,cuda,512,true,true,false,2.9.1+cu128
ghostnet v2 1 0,GhostNet v2,0.8964339908952959,0.9599772382397572,0.8681805196186574,15816,1638,256,false,false,false,false,,5.351159,,38.72802734375,cuda,1,false,false,false,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,71.87358941444448,5.631851,13.913316534585505,,cpu,1,false,false,false,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,71.94360084999971,5.631851,13.899776883352983,,cpu,1,false,false,true,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,38.00663344999925,5.631851,26.31119647352033,,cpu,1,true,false,false,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,35.71306510444427,5.631851,28.000956990822843,,cpu,1,true,true,false,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,1.2364883190755431,5.631851,808.7419707673803,,cuda,512,false,false,false,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,0.9369941482551999,5.631851,1067.2425242592228,,cuda,512,true,false,false,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,0.46503153522138513,5.631851,2150.3917998247907,,cuda,512,true,true,false,2.9.1+cu128
groupmixformer mobile,GroupMixFormer,0.9496712190187152,0.9814112291350531,0.93146047453614,15816,796,256,false,false,false,false,,5.631851,,39.23193359375,cuda,1,false,false,false,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,18.338497368889016,13.447043,54.53009479917831,,cpu,1,false,false,false,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,97.14468168000168,13.447043,10.29392430657232,,cpu,1,false,false,true,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,11.613485321111309,13.447043,86.10679501890554,,cpu,1,true,false,false,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,9.349211115555187,13.447043,106.96089623392966,,cpu,1,true,true,false,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,0.6829035523307189,13.447043,1464.335624828785,,cuda,512,false,false,false,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,0.5944293432291659,13.447043,1682.285727295393,,cuda,512,true,false,false,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,0.23412212584635958,13.447043,4271.275072293853,,cuda,512,true,true,false,2.9.1+cu128
hgnet v1 tiny,HGNet v1,0.9496079919069297,0.9842564491654021,0.9328900932081385,15816,797,256,false,false,false,false,,13.447043,,87.1123046875,cuda,1,false,false,false,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,12.33187249777782,4.707729,81.09068595869752,,cpu,1,false,false,false,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,16.851665449999018,4.707729,59.341315727346,,cpu,1,false,false,true,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,5.76853451666668,4.707729,173.35425437964534,,cpu,1,true,false,false,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,6.722008470000623,4.707729,148.76506098777756,,cpu,1,true,true,false,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,0.280886832981769,4.707729,3560.1526400666326,,cuda,512,false,false,false,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,0.1387334288671838,4.707729,7208.068078223227,,cuda,512,true,false,false,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,0.07061623446617206,4.707729,14161.04961641702,,cuda,512,true,true,false,2.9.1+cu128
hgnet v2 b0,HGNet v2,0.9086368234699039,0.9598507840161862,0.8825681781055167,15816,1445,256,false,false,false,false,,4.707729,,35.44775390625,cuda,1,false,false,false,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,11.911597653333452,3.552051,83.95179463773701,,cpu,1,false,false,false,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,16.80965186999856,3.552051,59.48963177427693,,cpu,1,false,false,true,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,8.351760074444124,3.552051,119.73524036687056,,cpu,1,true,false,false,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,7.595040038888531,3.552051,131.6648753501952,,cpu,1,true,true,false,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,0.282162615807285,3.552051,3544.0556047403265,,cuda,512,false,false,false,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,0.22454051901043215,3.552051,4453.539184852156,,cuda,512,true,false,false,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,0.09824636117187424,3.552051,10178.494023311247,,cuda,512,true,true,false,2.9.1+cu128
inception next a,Inception NeXt,0.9331057157309054,0.9740768841679313,0.912216085257309,15816,1058,256,false,false,false,false,,3.552051,,30.9365234375,cuda,1,false,false,false,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,11.506664724444514,8.728838,86.90615603630313,,cpu,1,false,false,false,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,17.633320370000547,8.728838,56.710816738819844,,cpu,1,false,false,true,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,5.93262751999949,8.728838,168.5593772116821,,cpu,1,true,false,false,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,7.8211801722217285,8.728838,127.85794189368922,,cpu,1,true,true,false,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,0.20266812028647035,8.728838,4934.175136111714,,cuda,512,false,false,false,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,0.12198567204426543,8.728838,8197.684066019869,,cuda,512,true,false,false,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,0.061820357643256336,8.728838,16175.901242284142,,cuda,512,true,true,false,2.9.1+cu128
levit 128,LeViT,0.8786039453717754,0.9478376327769348,0.8468779548359744,15816,1920,256,false,false,false,false,,8.728838,,49.41552734375,cuda,1,false,false,false,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,8.876663228888901,7.29196,112.65494411746099,,cpu,1,false,false,false,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,12.849367140001958,7.29196,77.82484453159205,,cpu,1,false,false,true,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,5.077124846667276,7.29196,196.96186920761255,,cpu,1,true,false,false,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,6.322496058888242,7.29196,158.16538131236757,,cpu,1,true,true,false,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,0.13322978061199345,7.29196,7505.829367927212,,cuda,512,false,false,false,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,0.08191472272135533,7.29196,12207.81767645901,,cuda,512,true,false,false,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,0.04435015830731951,7.29196,22547.833833435514,,cuda,512,true,true,false,2.9.1+cu128
levit 128s,LeViT,0.8447774405665149,0.9250126454223571,0.8110038901183789,15816,2455,256,false,false,false,false,,7.29196,,43.609375,cuda,1,false,false,false,2.9.1+cu128
lit v1 t,LIT v1 Tiny,0.9476479514415781,0.9829286798179059,0.9258060130640979,15816,828,256,false,false,false,false,25.847302208890646,19.563595,38.68875722186712,,cpu,1,false,false,false,2.9.1+cu128
lit v1 t,LIT v1 Tiny,0.9476479514415781,0.9829286798179059,0.9258060130640979,15816,828,256,false,false,false,false,99.57650630996795,19.563595,10.042529478661741,,cpu,1,false,false,true,2.9.1+cu128
lit v1 t,LIT v1 Tiny,0.9476479514415781,0.9829286798179059,0.9258060130640979,15816,828,256,false,false,false,false,22.100484635561262,19.563595,45.247876528052615,,cpu,1,true,false,false,2.9.1+cu128
lit v1 t,LIT v1 Tiny,0.9476479514415781,0.9829286798179059,0.9258060130640979,15816,828,256,false,false,false,false,0.8576251528384659,19.563595,1166.0105778035063,,cuda,512,false,false,false,2.9.1+cu128
lit v1 t,LIT v1 Tiny,0.9476479514415781,0.9829286798179059,0.9258060130640979,15816,828,256,false,false,false,false,0.7633483524219288,19.563595,1310.0178926531119,,cuda,512,true,false,false,2.9.1+cu128
lit v1 t,LIT v1 Tiny,0.9476479514415781,0.9829286798179059,0.9258060130640979,15816,828,256,false,false,false,false,0.408120474765686,19.563595,2450.256877149154,,cuda,512,true,true,false,2.9.1+cu128
lit v1 t,LIT v1 Tiny,0.9476479514415781,0.9829286798179059,0.9258060130640979,15816,828,256,false,false,false,false,,19.563595,,105.18603515625,cuda,1,false,false,false,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,9.069183096666823,1.412763,110.26351429243147,,cpu,1,false,false,false,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,6.825559629996859,1.412763,146.50813328261262,,cpu,1,false,false,true,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,4.897086198889156,1.412763,204.20306267568617,,cpu,1,true,false,false,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,5.06066130555559,1.412763,197.60263325708058,,cpu,1,true,true,false,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,0.1970969650130172,1.412763,5073.644842445724,,cuda,512,false,false,false,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,0.13755796093751846,1.412763,7269.662862000549,,cuda,512,true,false,false,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,0.06458240830729285,1.412763,15484.09274615231,,cuda,512,true,true,false,2.9.1+cu128
mnasnet 0 5,MNASNet,0.8808801213960546,0.9519473950429944,0.8489857158520995,15816,1884,256,false,false,false,false,,1.412763,,19.24365234375,cuda,1,false,false,false,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,11.592360288888763,3.577563,86.26370946721666,,cpu,1,false,false,false,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,14.019247520000135,3.577563,71.33050462040707,,cpu,1,false,false,true,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,5.771479321110746,3.577563,173.2658031611115,,cpu,1,true,false,false,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,5.592564986667033,3.577563,178.80882964865893,,cpu,1,true,true,false,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,0.35152986582031553,3.577563,2844.708507672432,,cuda,512,false,false,false,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,0.2463862915625015,3.577563,4058.6673619637127,,cuda,512,true,false,false,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,0.1204541343359722,3.577563,8301.915127386059,,cuda,512,true,true,false,2.9.1+cu128
mnasnet 1 0,MNASNet,0.9109129994941831,0.9635179564997471,0.8846857026294643,15816,1409,256,false,false,false,false,,3.577563,,30.830078125,cuda,1,false,false,false,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,21.58131815000009,11.212979,46.33637264645004,,cpu,1,false,false,false,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,52.95406837999962,11.212979,18.884290302757794,,cpu,1,false,false,true,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,11.726534596667383,11.212979,85.27668526080967,,cpu,1,true,false,false,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,21.525572113332604,11.212979,46.45637266851624,,cpu,1,true,true,false,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,0.7158377102994962,11.212979,1396.9646829329715,,cuda,512,false,false,false,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,0.5968975616926997,11.212979,1675.3293432195812,,cuda,512,true,false,false,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,0.30707675324222805,11.212979,3256.5148271291664,,cuda,512,true,true,false,2.9.1+cu128
mobileclip v1 i0 (r),FastViT,0.9344334850784016,0.9755943348507841,0.9142071306120279,15816,1037,256,false,false,false,false,,11.212979,,63.259765625,cuda,1,false,false,false,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,11.45572078777756,2.700211,87.29263033950068,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,14.480673279999792,2.700211,69.05756249477471,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,5.707582888889091,2.700211,175.20551509583726,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,5.677909601110716,2.700211,176.12115554012684,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,0.4464834252734325,2.700211,2239.724799162671,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,0.3188291315234437,2.700211,3136.4762536652624,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,0.15434452490884115,2.700211,6479.011811987624,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v2 1 0,MobileNet v2,0.871206373292868,0.9516944865958523,0.8402715745245166,15816,2037,256,false,false,false,false,,2.700211,,35.38525390625,cuda,1,false,false,false,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,10.459526025555938,3.122547,95.6066266823834,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,9.381992520002314,3.122547,106.58716662457469,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,5.205482188889113,3.122547,192.10516215663145,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,18.03421944333321,3.122547,55.45014039239022,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,0.24203917187499258,3.122547,4131.562640267485,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,0.17326067764322772,3.122547,5771.650057026584,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,0.08780028559892608,3.122547,11389.484591975306,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v3 large 0 75,MobileNet v3 Large,0.8810065756196257,0.9504299443601416,0.851399365457298,15816,1882,256,false,false,false,false,,3.122547,,29.9345703125,cuda,1,false,false,false,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,11.599952418888886,4.677283,86.2072501583404,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,11.57829270000093,4.677283,86.36851960046923,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,5.920979610000358,4.677283,168.89097174241738,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,18.77248421777848,4.677283,53.26945482542742,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,0.3072708144010506,4.677283,3254.45812987236,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,0.21834237708333146,4.677283,4579.962961648736,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,0.11232813294270728,4.677283,8902.48928565427,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v3 large 1 0,MobileNet v3 Large,0.8884041476985332,0.9515680323722813,0.8602601682601081,15816,1765,256,false,false,false,false,,4.677283,,37.8876953125,cuda,1,false,false,false,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,7.065613736666718,1.898131,141.530521943273,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,4.247881890000826,1.898131,235.411441724385,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,4.1515280422219,1.898131,240.87516447674037,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,20.464388357777352,1.898131,48.86537445034153,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,0.09952078005208402,1.898131,10048.152752386504,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,0.07381669854164367,1.898131,13547.070239613198,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,0.04120385255210598,1.898131,24269.575247494395,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v3 small 1 0,MobileNet v3 Small,0.8352933737986848,0.9243803743045018,0.7985089845629189,15816,2605,256,false,false,false,false,,1.898131,,20.720703125,cuda,1,false,false,false,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,24.110163956666938,10.268899,41.47628368671795,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,32.43450586000108,10.268899,30.831362263274716,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,11.495990606666359,10.268899,86.98684908633402,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,11.918742983333585,10.268899,83.90146522987672,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,0.46069284652344794,10.268899,2170.6436458615663,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,0.3093574389843923,10.268899,3232.506718710107,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,0.16826473316408888,10.268899,5943.015991502017,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v4 hybrid m,MobileNet v4 Hybrid,0.9300075872534143,0.9740768841679313,0.9063046471101439,15816,1107,256,false,false,false,false,,10.268899,,58.9521484375,cuda,1,false,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,29.437093873333552,31.785115,33.97074467686768,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,59.03335328999673,31.785115,16.939576430421937,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,14.53634449111127,31.785115,68.7930862268353,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,13.519922148889236,31.785115,73.96492294758943,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,0.6221539073046738,31.785115,1607.319327676089,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,0.41735833528645594,31.785115,2396.0225912671544,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,0.19825537178382052,31.785115,5043.999519419878,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9258978249873546,0.9753414264036419,0.9011702199736323,15816,1172,256,false,false,false,false,,31.785115,,141.28076171875,cuda,1,false,false,false,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,16.478521514444157,8.909763,60.68505594530768,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,25.296006099997612,8.909763,39.531932276063706,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,8.539215966666234,8.909763,117.10676997790074,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,8.310126024444898,8.909763,120.3351185118517,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,0.3739182581250115,8.909763,2674.381307332876,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,0.25895773394530863,8.909763,3861.634038747026,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,0.12137845080729905,8.909763,8238.694705270249,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v4 m,MobileNet v4,0.9272888214466363,0.9754046535154274,0.9046672965935242,15816,1150,256,false,false,false,false,,8.909763,,53.70263671875,cuda,1,false,false,false,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,8.27790803555571,2.968275,120.80346818359747,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,7.118290830003389,2.968275,140.48316146132007,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,4.700686576666663,2.968275,212.73488110520168,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,5.080024983333512,2.968275,196.8494255994387,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,0.12869401446614856,2.968275,7770.369151574163,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,0.0990201536067777,2.968275,10098.954238862667,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,0.03872667821615513,2.968275,25821.99264337736,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v4 s,MobileNet v4,0.8913125948406677,0.9552984319676278,0.8626185221056373,15816,1719,256,false,false,false,false,,2.968275,,26.3408203125,cuda,1,false,false,false,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,9.453647682222353,1.433779,105.77927521886673,,cpu,1,false,false,false,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,8.699101199999859,1.433779,114.95440471482459,,cpu,1,false,false,true,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,4.620196052222431,1.433779,216.4410316568655,,cpu,1,true,false,false,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,4.923503808888402,1.433779,203.10738831859945,,cpu,1,true,true,false,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,0.21432909605467879,1.433779,4665.722099368552,,cuda,512,false,false,false,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,0.17070296654947487,1.433779,5858.129007442702,,cuda,512,true,false,false,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,0.0841903427734773,1.433779,11877.84687717215,,cuda,512,true,true,false,2.9.1+cu128
mobileone s0 (r),MobileOne,0.9076251896813353,0.9676277187658068,0.880279796300111,15816,1461,256,false,false,false,false,,1.433779,,21.546875,cuda,1,false,false,false,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,11.091159447777903,3.959091,90.16189918722596,,cpu,1,false,false,false,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,21.809299429996827,3.959091,45.85200011627084,,cpu,1,false,false,true,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,6.102764627778217,3.959091,163.86016190895793,,cpu,1,true,false,false,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,5.649131338888967,3.959091,177.0183661894951,,cpu,1,true,true,false,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,0.35331915644531386,3.959091,2830.302240220531,,cuda,512,false,false,false,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,0.26928970933594104,3.959091,3713.472759378607,,cuda,512,true,false,false,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,0.13789887019531952,3.959091,7251.691029691565,,cuda,512,true,true,false,2.9.1+cu128
mobileone s1 (r),MobileOne,0.9294385432473444,0.9759104704097117,0.9054518310656464,15816,1116,256,false,false,false,false,,3.959091,,34.23583984375,cuda,1,false,false,false,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,18.75410276777782,2.075712,53.32166579134569,,cpu,1,false,false,false,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,33.75481072999719,2.075712,29.62540681975506,,cpu,1,false,false,true,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,10.973176601111037,2.075712,91.13131378007256,,cpu,1,true,false,false,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,10.43083209777756,2.075712,95.86962867641829,,cpu,1,true,true,false,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,0.6697394586588482,2.075712,1493.1179387317238,,cuda,512,false,false,false,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,0.5133108900650996,2.075712,1948.137121877888,,cuda,512,true,false,false,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,0.2471539343489818,2.075712,4046.061425783326,,cuda,512,true,true,false,2.9.1+cu128
mobilevit v1 xs,MobileViT v1,0.9240642387455741,0.9740768841679313,0.9005687478157732,15816,1201,256,false,false,false,false,,2.075712,,36.88525390625,cuda,1,false,false,false,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,14.427947608888745,1.07008,69.30992730968345,,cpu,1,false,false,false,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,16.819940539999152,1.07008,59.45324227644686,,cpu,1,false,false,true,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,8.924925672221839,1.07008,112.0457510489331,,cpu,1,true,false,false,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,8.535239506666887,1.07008,117.16132853904082,,cpu,1,true,true,false,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,0.307080764934895,1.07008,3256.4722841302437,,cuda,512,false,false,false,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,0.24538204509113373,1.07008,4075.277796419884,,cuda,512,true,false,false,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,0.11170417639320362,1.07008,8952.216759380204,,cuda,512,true,true,false,2.9.1+cu128
mobilevit v1 xxs,MobileViT v1,0.8992159838138594,0.9627592311583207,0.8697549371273253,15816,1594,256,false,false,false,false,,1.07008,,21.041015625,cuda,1,false,false,false,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,20.64679981333332,4.578825,48.43365601647469,,cpu,1,false,false,false,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,44.677666990000944,4.578825,22.382547419582234,,cpu,1,false,false,true,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,9.179715212222717,4.578825,108.93584135034035,,cpu,1,true,false,false,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,8.847889258888447,4.578825,113.02130606974043,,cpu,1,true,true,false,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,0.8026452597786479,4.578825,1245.8804033500157,,cuda,512,false,false,false,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,0.5504288187109314,4.578825,1816.7653400523886,,cuda,512,true,false,false,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,0.28188398132812154,4.578825,3547.558805180808,,cuda,512,true,true,false,2.9.1+cu128
mobilevit v2 1 0,MobileViT v2,0.9449924127465857,0.9822964087000505,0.924775949301759,15816,870,256,false,false,false,false,,4.578825,,49.05517578125,cuda,1,false,false,false,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,27.234361003333007,10.110729,36.718320649330366,,cpu,1,false,false,false,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,94.36999417999687,10.110729,10.596588552211282,,cpu,1,false,false,true,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,12.056854667778477,10.110729,82.94037106314842,,cpu,1,true,false,false,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,11.37462004111108,10.110729,87.91502453582787,,cpu,1,true,true,false,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,1.2135608443359305,10.110729,824.021312707405,,cuda,512,false,false,false,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,0.8428031154036594,10.110729,1186.5167341260378,,cuda,512,true,false,false,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,0.4342340405077986,10.110729,2302.905591718668,,cuda,512,true,true,false,2.9.1+cu128
mobilevit v2 1 5,MobileViT v2,0.9496079919069297,0.9853945371775418,0.9296663081814772,15816,797,256,false,false,false,false,,10.110729,,81.1787109375,cuda,1,false,false,false,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,40.379550618888764,2.834269,24.76501062228809,,cpu,1,false,false,false,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,42.776324090000344,2.834269,23.377417795321175,,cpu,1,false,false,true,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,18.225643385555184,2.834269,54.86774753820513,,cpu,1,true,false,false,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,17.372365805555695,2.834269,57.5626838159371,,cpu,1,true,true,false,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,1.2026681140234528,2.834269,831.4845869277775,,cuda,512,false,false,false,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,0.851891048828127,2.834269,1173.8590297146727,,cuda,512,true,false,false,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,0.4320812823307562,2.834269,2314.379356138146,,cuda,512,true,true,false,2.9.1+cu128
moganet xt,MogaNet,0.9511254425897825,0.9862164896307537,0.9344371331833992,15816,773,256,false,false,false,false,,2.834269,,34.84716796875,cuda,1,false,false,false,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,11.23623326333321,4.78103,88.99779637570035,,cpu,1,false,false,false,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,24.860386119999024,4.78103,40.22463670407543,,cpu,1,false,false,true,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,9.663298426667096,4.78103,103.48433380059683,,cpu,1,true,false,false,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,8.393530242222672,4.78103,119.13938130223407,,cpu,1,true,true,false,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,0.21027589348958503,4.78103,4755.656882035933,,cuda,512,false,false,false,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,0.19495400514323083,4.78103,5129.415008762245,,cuda,512,true,false,false,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,0.08957929687502049,4.78103,11163.29369491684,,cuda,512,true,true,false,2.9.1+cu128
pit t,PiT,0.8428806272129489,0.9246332827516439,0.8049661245128393,15816,2485,256,false,false,false,false,,4.78103,,31.23095703125,cuda,1,false,false,false,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,16.673802117777793,11.592499,59.974323368860716,,cpu,1,false,false,false,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,53.07874057999924,11.592499,18.839934577815,,cpu,1,false,false,true,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,9.074951091110455,11.592499,110.1934313430702,,cpu,1,true,false,false,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,7.850806908889152,11.592499,127.37544199026732,,cpu,1,true,true,false,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,0.570142748138025,11.592499,1753.9467146882162,,cuda,512,false,false,false,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,0.3900939207812589,11.592499,2563.4852191422374,,cuda,512,true,false,false,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,0.2238259426952993,11.592499,4467.757347330058,,cuda,512,true,true,false,2.9.1+cu128
poolformer v1 s12,MetaFormer,0.9374051593323217,0.9775543753161355,0.9173398088305279,15816,990,256,false,false,false,false,,11.592499,,67.48681640625,cuda,1,false,false,false,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,14.214657891111024,11.569035,70.34991680139828,,cpu,1,false,false,false,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,46.74549772000319,11.569035,21.39243453968152,,cpu,1,false,false,true,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,9.259578309999293,11.569035,107.99627872039416,,cpu,1,true,false,false,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,7.08606425333326,11.569035,141.12206215595683,,cpu,1,true,true,false,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,0.7626287232682216,11.569035,1311.254047335814,,cuda,512,false,false,false,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,0.39008009557292667,11.569035,2563.5760741169297,,cuda,512,true,false,false,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,0.23066478861982395,11.569035,4335.295412808651,,cuda,512,true,true,false,2.9.1+cu128
poolformer v2 s12,MetaFormer,0.9417678300455236,0.9808421851289834,0.9210016188892922,15816,921,256,false,false,false,false,,11.569035,,70.40234375,cuda,1,false,false,false,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,14.849809562222413,3.505107,67.34093092641254,,cpu,1,false,false,false,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,29.670509800002947,3.505107,33.70349908850911,,cpu,1,false,false,true,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,10.880093836666571,3.505107,91.91097200190863,,cpu,1,true,false,false,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,9.894604677777656,3.505107,101.06517971818575,,cpu,1,true,true,false,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,0.39157682070310784,3.505107,2553.7773104251146,,cuda,512,false,false,false,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,0.2831300887890601,3.505107,3531.945348080006,,cuda,512,true,false,false,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,0.1403898360806958,3.505107,7123.022776557713,,cuda,512,true,true,false,2.9.1+cu128
pvt v2 b0,PVT v2,0.931398583712696,0.976416287303996,0.9084080899349161,15816,1085,256,false,false,false,false,,3.505107,,37.271484375,cuda,1,false,false,false,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,14.811898924444398,3.232211,67.51328814090665,,cpu,1,false,false,false,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,30.028485429998,3.232211,33.30171287963179,,cpu,1,false,false,true,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,11.80888682333312,3.232211,84.68198696121848,,cpu,1,true,false,false,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,10.671679591111268,3.232211,93.70596179001919,,cpu,1,true,true,false,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,0.43920300470051166,3.232211,2276.851454333493,,cuda,512,false,false,false,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,0.3298662367578232,3.232211,3031.5318409933748,,cuda,512,true,false,false,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,0.17405288613280354,3.232211,5745.380167020001,,cuda,512,true,true,false,2.9.1+cu128
pvt v2 b0 li,PVT v2,0.9288694992412747,0.9769221041982802,0.905991145598634,15816,1125,256,false,false,false,false,,3.232211,,36.23046875,cuda,1,false,false,false,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,29.33389420555563,13.572127,34.09025726323807,,cpu,1,false,false,false,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,78.54066744999727,13.572127,12.73225747204972,,cpu,1,false,false,true,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,18.54617400666636,13.572127,53.91947684954069,,cpu,1,true,false,false,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,16.916665229999932,13.572127,59.11330551287406,,cpu,1,true,true,false,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,1.0469558792187663,13.572127,955.1500878396091,,cuda,512,false,false,false,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,0.6767195494722071,13.572127,1477.7170258786355,,cuda,512,true,false,false,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,0.37118285376391214,13.572127,2694.089960944268,,cuda,512,true,true,false,2.9.1+cu128
regionvit t,RegionViT,0.9530854830551341,0.9841299949418311,0.9358479065919763,15816,742,256,false,false,false,false,,13.572127,,76.11865234375,cuda,1,false,false,false,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,12.892075497777821,5.243747,77.56702946491183,,cpu,1,false,false,false,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,14.75207016999775,5.243747,67.78709621607992,,cpu,1,false,false,true,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,7.423650201111135,5.243747,134.70462278116565,,cpu,1,true,false,false,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,7.122050449999936,5.243747,140.409002578746,,cpu,1,true,true,false,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,0.22090880830729037,5.243747,4526.754762123255,,cuda,512,false,false,false,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,0.1805172543749952,5.243747,5539.6366594556275,,cuda,512,true,false,false,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,0.0695047211328396,5.243747,14387.51186539931,,cuda,512,true,true,false,2.9.1+cu128
regnet x 400m,RegNet,0.9054122407688416,0.9650986342943855,0.8776048679457823,15816,1496,256,false,false,false,false,,5.243747,,36.66748046875,cuda,1,false,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,26.004126773333255,10.643249,38.45543473605433,,cpu,1,false,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,46.10746898000343,10.643249,21.688460072134838,,cpu,1,false,false,true,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,13.23734324111077,10.643249,75.54385965412862,,cpu,1,true,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,61.108848989999586,10.643249,16.364242111050874,,cpu,1,true,true,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,0.9680275387499885,10.643249,1033.0284624870253,,cuda,512,false,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,0.5228663243359459,10.643249,1912.5347215084594,,cuda,512,true,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,0.3644419767187419,10.643249,2743.9210186584787,,cuda,512,true,true,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9449291856348002,0.9829919069296914,0.9254725891273794,15816,871,256,false,false,false,false,,10.643249,,60.88427734375,cuda,1,false,false,false,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,9.916174986666798,2.930895,100.84533616486107,,cpu,1,false,false,false,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,9.298580200002107,2.930895,107.54329999753871,,cpu,1,false,false,true,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,5.69706309222157,2.930895,175.5290372973647,,cpu,1,true,false,false,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,29.299421177778036,2.930895,34.13036707900714,,cpu,1,true,true,false,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,0.15669919472657057,2.930895,6381.653726714627,,cuda,512,false,false,false,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,0.12193333928387061,2.930895,8201.202442852153,,cuda,512,true,false,false,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,0.050026783372392934,2.930895,19989.29238676268,,cuda,512,true,true,false,2.9.1+cu128
regnet y 200m,RegNet,0.8826504805260496,0.9543500252908447,0.8528969966149711,15816,1856,256,false,false,false,false,,2.930895,,27.08837890625,cuda,1,false,false,false,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,13.030819052222189,4.066755,76.7411469680002,,cpu,1,false,false,false,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,15.36964501000057,4.066755,65.06331143948542,,cpu,1,false,false,true,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,7.065528498887943,4.066755,141.53222935232543,,cpu,1,true,false,false,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,37.886174496666676,4.066755,26.394852826536567,,cpu,1,true,true,false,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,0.29859190985677725,4.066755,3349.052559661314,,cuda,512,false,false,false,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,0.2245845620572832,4.066755,4452.665805875548,,cuda,512,true,false,false,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,0.09386421463541221,4.066755,10653.687391773365,,cuda,512,true,true,false,2.9.1+cu128
regnet y 400m,RegNet,0.9183737986848761,0.9730652503793626,0.8925897246818735,15816,1291,256,false,false,false,false,,4.066755,,34.33642578125,cuda,1,false,false,false,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,13.379106539999967,5.672099,74.74340659522116,,cpu,1,false,false,false,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,20.03959985000165,5.672099,49.90119600616265,,cpu,1,false,false,true,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,7.325326321111384,5.672099,136.51268983308336,,cpu,1,true,false,false,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,34.846903641111766,5.672099,28.69695426311041,,cpu,1,true,true,false,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,0.33761154690104433,5.672099,2961.983999596747,,cuda,512,false,false,false,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,0.26288200471353684,5.672099,3803.988032918809,,cuda,512,true,false,false,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,0.10311892458332748,5.672099,9697.541009477152,,cuda,512,true,true,false,2.9.1+cu128
regnet y 600m,RegNet,0.9265933232169955,0.9768588770864947,0.9046620481876397,15816,1161,256,false,false,false,false,,5.672099,,40.68115234375,cuda,1,false,false,false,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,16.677315768889056,6.478017,59.96168771148801,,cpu,1,false,false,false,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,23.56178022000222,6.478017,42.44161479577309,,cpu,1,false,false,true,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,10.554317775554914,6.478017,94.7479525693382,,cpu,1,true,false,false,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,39.777086591110574,6.478017,25.14010164393189,,cpu,1,true,true,false,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,0.45501323092447404,6.478017,2197.738289869611,,cuda,512,false,false,false,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,0.4502972522135451,6.478017,2220.755279061238,,cuda,512,true,false,false,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,0.18274709462237598,6.478017,5472.043219435991,,cuda,512,true,true,false,2.9.1+cu128
regnet z 500m,RegNet Z,0.9275417298937785,0.9752781992918563,0.9046422230302243,15816,1146,256,false,false,false,false,,6.478017,,45.873046875,cuda,1,false,false,false,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,14.161152629999881,3.253023,70.6157207769611,,cpu,1,false,false,false,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,11.53282990000207,3.253023,86.70898718447417,,cpu,1,false,false,true,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,6.8822400366661896,3.253023,145.30152896038885,,cpu,1,true,false,false,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,19.03199433222249,3.253023,52.543100977438314,,cpu,1,true,true,false,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,0.21606402356769178,3.253023,4628.257789000699,,cuda,512,false,false,false,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,0.18539583630210169,3.253023,5393.864392782287,,cuda,512,true,false,false,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,0.08445923686196011,3.253023,11840.031205046247,,cuda,512,true,true,false,2.9.1+cu128
repghost 1 0 (r),RepGhost,0.906044511886697,0.9649721800708143,0.8780853417442197,15816,1486,256,false,false,false,false,,3.253023,,28.93408203125,cuda,1,false,false,false,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,15.378639767777713,2.562062,65.02525679125813,,cpu,1,false,false,false,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,24.995954899995922,2.562062,40.00647320739738,,cpu,1,false,false,true,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,7.451780558889772,2.562062,134.1961148878743,,cpu,1,true,false,false,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,25.963680769999783,2.562062,38.5153402885568,,cpu,1,true,true,false,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,0.3567474396614519,2.562062,2803.103509163192,,cuda,512,false,false,false,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,0.24359346535154222,2.562062,4105.200435310729,,cuda,512,true,false,false,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,0.12392971084636882,2.562062,8069.090076710207,,cuda,512,true,true,false,2.9.1+cu128
repvit m0 6,RepViT,0.9200809307030855,0.9696509863429439,0.8939232425630991,15816,1264,256,false,false,false,false,,2.562062,,25.16357421875,cuda,1,false,false,false,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,12.255675786666668,9.322387,81.59484775926687,,cpu,1,false,false,false,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,65.24768874000074,9.322387,15.32621337722481,,cpu,1,false,false,true,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,6.459199569999328,9.322387,154.8179444159989,,cpu,1,true,false,false,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,11.961839215555301,9.322387,83.5991842040135,,cpu,1,true,true,false,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,0.7036941510937329,9.322387,1421.07192229142,,cuda,512,false,false,false,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,0.45000022666670253,9.322387,2222.221102881045,,cuda,512,true,false,false,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,0.25199363187496715,9.322387,3968.3542499049126,,cuda,512,true,true,false,2.9.1+cu128
resnest 14,ResNeSt,0.9284901365705615,0.9748988366211432,0.9051016635455327,15816,1131,256,false,false,false,false,,9.322387,,64.16748046875,cuda,1,false,false,false,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,17.40546007444411,5.601203,57.453235692877115,,cpu,1,false,false,false,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,32.90756726999916,5.601203,30.388147254861646,,cpu,1,false,false,true,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,10.983272595555416,5.601203,91.04754446362995,,cpu,1,true,false,false,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,10.482434227777857,5.601203,95.397688959503,,cpu,1,true,true,false,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,0.3579679237890569,5.601203,2793.5463865451793,,cuda,512,false,false,false,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,0.23193014929683878,5.601203,4311.642979715143,,cuda,512,true,false,false,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,0.11579668786462587,5.601203,8635.825587421528,,cuda,512,true,true,false,2.9.1+cu128
rope deit3 reg4 t16,RoPE DeiT3,0.927731411229135,0.974645928174001,0.9032457664279663,15816,1143,256,false,false,false,false,,5.601203,,33.7373046875,cuda,1,false,false,false,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,10.852327147778043,1.283315,92.14613477670038,,cpu,1,false,false,false,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,11.412816310003109,1.283315,87.62079164662623,,cpu,1,false,false,true,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,6.006120083332765,1.283315,166.49683757989487,,cpu,1,true,false,false,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,6.399616204444101,1.283315,156.25937057062384,,cpu,1,true,true,false,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,0.282438585624997,1.283315,3540.5927196071316,,cuda,512,false,false,false,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,0.17224184761715833,1.283315,5805.790020452511,,cuda,512,true,false,false,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,0.12881199864584877,1.283315,7763.251952555796,,cuda,512,true,true,false,2.9.1+cu128
shufflenet v1 4,ShuffleNet v1,0.8358624178047547,0.931398583712696,0.8023148233530545,15816,2596,256,false,false,false,false,,1.283315,,20.35107421875,cuda,1,false,false,false,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,11.118714683332957,1.633879,89.93845318281329,,cpu,1,false,false,false,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,9.648553460001494,1.633879,103.64247906647813,,cpu,1,false,false,true,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,6.200759432222184,1.633879,161.2705686989742,,cpu,1,true,false,false,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,6.462017320000086,1.633879,154.75043635444584,,cpu,1,true,true,false,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,0.16101592627604097,1.633879,6210.565769038458,,cuda,512,false,false,false,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,0.10592806462237074,1.633879,9440.368834878269,,cuda,512,true,false,false,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,0.060540851119791725,1.633879,16517.77240497177,,cuda,512,true,true,false,2.9.1+cu128
shufflenet v2 1 0,ShuffleNet v2,0.8878983308042488,0.9573216995447648,0.8559561886589162,15816,1773,256,false,false,false,false,,1.633879,,20.41943359375,cuda,1,false,false,false,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,33.677146407778004,11.183859,29.693727250270886,,cpu,1,false,false,false,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,101.71071497999947,11.183859,9.831805824948152,,cpu,1,false,false,true,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,26.309389276666476,11.183859,38.009244132735894,,cpu,1,true,false,false,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,22.43214284222227,11.183859,44.57888874163988,,cpu,1,true,true,false,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,1.306877031588532,11.183859,765.1829329225278,,cuda,512,false,false,false,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,0.9533276133203117,11.183859,1048.957342709433,,cuda,512,true,false,false,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,0.5485551010677151,11.183859,1822.9709249874559,,cuda,512,true,true,false,2.9.1+cu128
smt t,SMT,0.9607991906929692,0.9899468892261002,0.9442116072745401,15816,620,256,false,false,false,false,,11.183859,,69.341796875,cuda,1,false,false,false,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,13.914437381111181,0.833235,71.86779979746058,,cpu,1,false,false,false,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,16.009231439998075,0.833235,62.46396048104857,,cpu,1,false,false,true,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,8.671935223333598,0.833235,115.31451449375422,,cpu,1,true,false,false,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,9.261907764444508,0.833235,107.96911666934267,,cpu,1,true,true,false,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,0.22845328454427735,0.833235,4377.262519971283,,cuda,512,false,false,false,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,0.15048861533855984,0.833235,6645.020938961148,,cuda,512,true,false,false,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,0.06449948673179051,0.833235,15503.999344340828,,cuda,512,true,true,false,2.9.1+cu128
squeezenext 1 0,SqueezeNext,0.8548305513404147,0.946320182094082,0.8215127664927108,15816,2296,259,false,false,false,false,,0.833235,,21.29052734375,cuda,1,false,false,false,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,8.16549099666645,0.940519,122.46660983500547,,cpu,1,false,false,false,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,7.886927240001569,0.940519,126.79209146600434,,cpu,1,false,false,true,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,4.945160535556473,0.940519,202.21790431470214,,cpu,1,true,false,false,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,4.888699143333118,0.940519,204.55339358809456,,cpu,1,true,true,false,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,0.17671904988281045,0.940519,5658.699504457161,,cuda,512,false,false,false,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,0.1210033192057362,0.940519,8264.23610991817,,cuda,512,true,false,false,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,0.050384735664058176,0.940519,19847.280864338194,,cuda,512,true,true,false,2.9.1+cu128
starnet esm10,StarNet,0.8830930703085483,0.954855842185129,0.8509277006096524,15816,1849,256,false,false,false,false,,0.940519,,21.89794921875,cuda,1,false,false,false,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,13.957730674444266,2.744403,71.64488435293694,,cpu,1,false,false,false,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,14.791765279996982,2.744403,67.60518309145344,,cpu,1,false,false,true,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,7.335203330000391,2.744403,136.32887256309317,,cpu,1,true,false,false,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,7.383199150000211,2.744403,135.4426420964104,,cpu,1,true,true,false,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,0.3249123784244764,2.744403,3077.7528540127414,,cuda,512,false,false,false,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,0.2036183024609291,2.744403,4911.149871666782,,cuda,512,true,false,false,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,0.09089253368486538,2.744403,11002.003789080325,,cuda,512,true,true,false,2.9.1+cu128
starnet s1,StarNet,0.9272255943348507,0.9740136570561456,0.9008984524750198,15816,1151,256,false,false,false,false,,2.744403,,30.056640625,cuda,1,false,false,false,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,15.953865761111453,3.197342,62.68073299435443,,cpu,1,false,false,false,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,22.027948690001722,3.197342,45.396873493440204,,cpu,1,false,false,true,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,8.364473998888368,3.197342,119.55324388992054,,cpu,1,true,false,false,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,8.61013745222307,3.197342,116.14216446008163,,cpu,1,true,true,false,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,0.45677337283853114,3.197342,2189.2694702970325,,cuda,512,false,false,false,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,0.30550186785158456,3.197342,3273.3024090242507,,cuda,512,true,false,false,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,0.1588211374478969,3.197342,6296.391123178183,,cuda,512,true,true,false,2.9.1+cu128
swiftformer xs,SwiftFormer,0.9103439554881133,0.9669954476479514,0.8855427687628917,15816,1418,256,false,false,false,false,,3.197342,,31.15478515625,cuda,1,false,false,false,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,21.18933986111137,5.190855,47.193541967548136,,cpu,1,false,false,false,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,51.02767421999943,5.190855,19.597209069114637,,cpu,1,false,false,true,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,12.167114141111599,5.190855,82.1887580244759,,cpu,1,true,false,false,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,12.169804441111612,5.190855,82.1705890870222,,cpu,1,true,true,false,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,0.5608266503645846,5.190855,1783.0821687056343,,cuda,512,false,false,false,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,0.42828312049474937,5.190855,2334.90406730204,,cuda,512,true,false,false,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,0.20220786028649704,5.190855,4945.406170576929,,cuda,512,true,true,false,2.9.1+cu128
tiny vit 5m,Tiny ViT,0.9331689428426909,0.9723065250379362,0.9109830555951074,15816,1057,256,false,false,false,false,,5.190855,,47.37353515625,cuda,1,false,false,false,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,76.89279838444487,12.567139,13.005119088009367,,cpu,1,false,false,false,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,217.74897278000023,12.567139,4.5924441673960805,,cpu,1,false,false,true,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,34.05416192,12.567139,29.364986351718155,,cpu,1,true,false,false,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,31.850708503333305,12.567139,31.39647583962994,,cpu,1,true,true,false,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,1.6611578778906257,12.567139,601.9897405957714,,cuda,512,false,false,false,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,1.1845481614453017,12.567139,844.2037500441273,,cuda,512,true,false,false,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,0.7897090928515619,12.567139,1266.2890791710379,,cuda,512,true,true,false,2.9.1+cu128
transnext micro,TransNeXt,0.960546282245827,0.9884926656550329,0.944317030004823,15816,624,256,false,false,false,false,,12.567139,,94.49853515625,cuda,1,false,false,false,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,19.320644951111113,3.944147,51.75810655029355,,cpu,1,false,false,false,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,40.18374195999968,3.944147,24.885686380214054,,cpu,1,false,false,true,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,11.734946985555627,3.944147,85.21555327270632,,cpu,1,true,false,false,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,11.0982710766661,3.944147,90.10412460572175,,cpu,1,true,true,false,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,0.7945847630208174,3.944147,1258.5189731026858,,cuda,512,false,false,false,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,0.7262582754557437,3.944147,1376.920626993857,,cuda,512,true,false,false,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,0.3851990214583622,3.944147,2596.060592817716,,cuda,512,true,true,false,2.9.1+cu128
van b0,VAN,0.9460040465351542,0.9830551340414769,0.9266090789536484,15816,854,256,false,false,false,false,,3.944147,,35.03662109375,cuda,1,false,false,false,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,35.662741714444465,86.090099,28.04046890188957,,cpu,1,false,false,false,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,392.2598761400013,86.090099,2.5493303313109963,,cpu,1,false,false,true,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,35.47862941777768,86.090099,28.185981713795247,,cpu,1,true,false,false,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,29.07754257888882,86.090099,34.390801674073735,,cpu,1,true,true,false,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,1.2125728890755263,86.090099,824.6926918862639,,cuda,512,false,false,false,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,1.1808988379947987,86.090099,846.8125870104418,,cuda,512,true,false,false,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,0.637939545572929,86.090099,1567.5466538164005,,cuda,512,true,true,false,2.9.1+cu128
"vit reg4 b16 (mim, i)",ViT,0.9706626201315124,0.9935508345978755,0.9598875412146325,15816,464,256,true,true,false,false,,86.090099,,349.42236328125,cuda,1,false,false,false,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,9.684452431109902,3.203059,103.25829024547063,,cpu,1,false,false,false,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,46.72120155999438,3.203059,21.4035591254199,,cpu,1,false,false,true,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,6.002557399996375,3.203059,166.5956580441203,,cpu,1,true,false,false,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,4.937081824448089,3.203059,202.548800193683,,cpu,1,true,true,false,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,0.4100206623307183,3.203059,2438.901479539123,,cuda,512,false,false,false,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,0.31859762467452885,3.203059,3138.755353313052,,cuda,512,true,false,false,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,0.13225353690103245,3.203059,7561.234454911529,,cuda,512,true,true,false,2.9.1+cu128
vovnet v1 27s,VoVNet v1,0.9233687405159332,0.9752781992918563,0.8988663742239749,15816,1212,256,false,false,false,false,,3.203059,,44.14697265625,cuda,1,false,false,false,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,12.520075968888907,10.560691,79.87171982701196,,cpu,1,false,false,false,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,88.38795236999886,10.560691,11.313759094835936,,cpu,1,false,false,true,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,8.796398231111704,10.560691,113.68289312586276,,cpu,1,true,false,false,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,7.583695818888777,10.560691,131.86182883407471,,cpu,1,true,true,false,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,0.5748150941276009,10.560691,1739.6898763030986,,cuda,512,false,false,false,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,0.449011793554727,10.560691,2227.112994256167,,cuda,512,true,false,false,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,0.18937853632815896,10.560691,5280.42944775526,,cuda,512,true,true,false,2.9.1+cu128
vovnet v2 19,VoVNet v2,0.940882650480526,0.9831815882650481,0.9179643581765113,15816,935,256,false,false,false,false,,10.560691,,75.94921875,cuda,1,false,false,false,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,20.728787357777744,23.924211,48.242088779244746,,cpu,1,false,false,false,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,148.8681700699999,23.924211,6.717352672030468,,cpu,1,false,false,true,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,15.796713927778303,23.924211,63.30430522271558,,cpu,1,true,false,false,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,12.00641951444393,23.924211,83.28877720764152,,cpu,1,true,true,false,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,0.8076842624088462,23.924211,1238.1075706707338,,cuda,512,false,false,false,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,0.6402390028385223,23.924211,1561.916714799418,,cuda,512,true,false,false,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,0.27041873471352085,23.924211,3697.9686376367044,,cuda,512,true,true,false,2.9.1+cu128
vovnet v2 39,VoVNet v2,0.9524532119372787,0.9834977238239757,0.9353587121620818,15816,752,256,false,false,false,false,,23.924211,,136.083984375,cuda,1,false,false,false,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,21.356530929999987,2.970547,46.82408408358485,,cpu,1,false,false,false,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,25.007409529998764,2.970547,39.98814826463352,,cpu,1,false,false,true,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,12.226971461111843,2.970547,81.78640174147151,,cpu,1,true,false,false,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,11.053508194444374,2.970547,90.46901512251215,,cpu,1,true,true,false,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,0.3039517567187507,2.970547,3289.9957901059574,,cuda,512,false,false,false,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,0.2270012846614596,2.970547,4405.261412909442,,cuda,512,true,false,false,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,0.10145514205727105,2.970547,9856.572862866858,,cuda,512,true,true,false,2.9.1+cu128
xcit nano12 p16,XCiT,0.9007334344967122,0.9612417804754679,0.8713805660295915,15816,1570,256,false,false,false,false,,2.970547,,23.23828125,cuda,1,false,false,false,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,37.99055741777769,2.966339,26.32233028336799,,cpu,1,false,false,false,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,141.13973164000072,2.966339,7.085177138855972,,cpu,1,false,false,true,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,23.015330591111304,2.966339,43.44929984999684,,cpu,1,true,false,false,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,20.604713024444614,2.966339,48.53258566686368,,cpu,1,true,true,false,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,1.5764998270572763,2.966339,634.3165935302502,,cuda,512,false,false,false,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,1.2741190397135445,2.966339,784.8560211648876,,cuda,512,true,false,false,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,0.44150397651042295,2.966339,2264.985262202711,,cuda,512,true,true,false,2.9.1+cu128
xcit nano12 p8,XCiT,0.9377845220030349,0.9793247344461306,0.9169321884679081,15816,984,256,false,false,false,false,,2.966339,,28.2197265625,cuda,1,false,false,false,2.9.1+cu128