Upload merged-averaged-model_timings_2.1.0_12.1_NVIDIA_A10G_False.csv

merged-averaged-model_timings_2.1.0_12.1_NVIDIA_A10G_False.csv

@@ -0,0 +1,120 @@
+,model_name,pretrained,image_time,text_time,avg_score,image_shape,text_shape,model_memory,output shape,torch_version,cuda_version,device_name,params (M),FLOPs (B)
+0,EVA01-g-14,laion400m_s11b_b41k,20.474191665649414,5.618175983428955,0.7003,"[1, 3, 224, 224]","(3, 77)",7238275072,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1136.44,547.36
+1,EVA01-g-14-plus,merged2b_s11b_b114k,20.475199699401855,11.035648345947266,0.7231000000000001,"[1, 3, 224, 224]","(3, 77)",10166002688,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.62,581.15
+2,EVA02-B-16,merged2b_s8b_b131k,10.058720111846924,5.59769606590271,0.6904,"[1, 3, 224, 224]","(3, 77)",6163561472,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.69,41.09
+3,EVA02-L-14,merged2b_s4b_b131k,20.27897548675537,5.8961920738220215,0.7207000000000001,"[1, 3, 224, 224]","(3, 77)",2365293568,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.76,175.3
+4,EVA02-L-14-336,merged2b_s6b_b61k,20.18988800048828,5.613055944442749,0.7235,"[1, 3, 336, 336]","(3, 77)",3453198336,"[1, 768]",2.1.0,12.1,NVIDIA A10G,428.08,395.16
+5,RN101,openai,10.537424087524414,5.924831867218018,0.6249,"[1, 3, 224, 224]","(3, 77)",910373376,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
+6,RN101,yfcc15m,10.61902379989624,5.8618879318237305,0.4796,"[1, 3, 224, 224]","(3, 77)",979235840,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
+7,RN101-quickgelu,openai,10.542912006378174,5.931568145751953,0.6249,"[1, 3, 224, 224]","(3, 77)",979496960,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
+8,RN101-quickgelu,yfcc15m,10.524847984313965,5.924863815307617,0.48460000000000003,"[1, 3, 224, 224]","(3, 77)",980546560,"[1, 512]",2.1.0,12.1,NVIDIA A10G,119.69,25.5
+9,RN50,cc12m,6.024255990982056,5.5608320236206055,0.5475,"[1, 3, 224, 224]","(3, 77)",831289344,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
+10,RN50,openai,5.679951906204224,5.883903980255127,0.6124,"[1, 3, 224, 224]","(3, 77)",508009472,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
+11,RN50,yfcc15m,5.741055965423584,5.949951887130737,0.4709,"[1, 3, 224, 224]","(3, 77)",839153664,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
+12,RN50-quickgelu,cc12m,5.891471862792969,5.920255899429321,0.5531,"[1, 3, 224, 224]","(3, 77)",831158272,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
+13,RN50-quickgelu,openai,5.774944067001343,5.929984092712402,0.6124,"[1, 3, 224, 224]","(3, 77)",837056512,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
+14,RN50-quickgelu,yfcc15m,5.753135919570923,5.91871976852417,0.4716,"[1, 3, 224, 224]","(3, 77)",836270080,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,102.01,18.18
+15,RN50x16,openai,15.595952033996582,6.202367782592773,0.6518,"[1, 3, 384, 384]","(3, 77)",1914447360,"[1, 768]",2.1.0,12.1,NVIDIA A10G,290.98,162.69
+16,RN50x4,openai,8.991376399993896,5.9356160163879395,0.6373,"[1, 3, 288, 288]","(3, 77)",1224630784,"[1, 640]",2.1.0,12.1,NVIDIA A10G,178.3,51.82
+17,RN50x64,openai,24.387184143066406,6.016991853713989,0.6563,"[1, 3, 448, 448]","(3, 77)",3698862592,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,623.26,552.65
+18,ViT-B-16,commonpool_l_basic_s1b_b8k,5.68121600151062,5.560319900512695,0.6132,"[1, 3, 224, 224]","(3, 77)",1230176256,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+19,ViT-B-16,commonpool_l_clip_s1b_b8k,4.770128011703491,5.56441593170166,0.6054,"[1, 3, 224, 224]","(3, 77)",1227030528,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+20,ViT-B-16,commonpool_l_image_s1b_b8k,4.7631518840789795,5.5905280113220215,0.6164,"[1, 3, 224, 224]","(3, 77)",1230176256,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+21,ViT-B-16,commonpool_l_laion_s1b_b8k,4.756064176559448,5.579263925552368,0.6274,"[1, 3, 224, 224]","(3, 77)",1229127680,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+22,ViT-B-16,commonpool_l_s1b_b8k,8.063872337341309,5.580287933349609,0.5635,"[1, 3, 224, 224]","(3, 77)",1230962688,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+23,ViT-B-16,commonpool_l_text_s1b_b8k,4.772768020629883,5.554672002792358,0.6126,"[1, 3, 224, 224]","(3, 77)",1228603392,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+24,ViT-B-16,datacomp_l_s1b_b8k,5.041455984115601,5.793791770935059,0.6267,"[1, 3, 224, 224]","(3, 77)",1225719808,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+25,ViT-B-16,datacomp_xl_s13b_b90k,5.654415845870972,6.0989439487457275,0.6867,"[1, 3, 224, 224]","(3, 77)",1224802304,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+26,ViT-B-16,dfn2b,5.663935899734497,5.572080135345459,0.7158,"[1, 3, 224, 224]","(3, 77)",1230438400,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+27,ViT-B-16,laion2b_s34b_b88k,4.769519805908203,5.601280212402344,0.6884,"[1, 3, 224, 224]","(3, 77)",1223753728,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+28,ViT-B-16,laion400m_e31,5.722016096115112,5.883904218673706,0.6621000000000001,"[1, 3, 224, 224]","(3, 77)",1228603392,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+29,ViT-B-16,laion400m_e32,5.641088008880615,5.561344146728516,0.6638,"[1, 3, 224, 224]","(3, 77)",1224671232,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+30,ViT-B-16,openai,6.020640134811401,5.907968044281006,0.6507,"[1, 3, 224, 224]","(3, 77)",1237850112,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+31,ViT-B-16-SigLIP,webli,4.754528045654297,5.4036478996276855,0.7442,"[1, 3, 224, 224]","(3, 64)",19772472320,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.16,46.44
+32,ViT-B-16-SigLIP-256,webli,4.868304014205933,5.408768177032471,0.7462000000000001,"[1, 3, 256, 256]","(3, 64)",1675241472,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.2,57.84
+33,ViT-B-16-SigLIP-384,webli,6.210896015167236,5.391359806060791,0.7542,"[1, 3, 384, 384]","(3, 64)",2349512704,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.45,123.15
+34,ViT-B-16-SigLIP-512,webli,7.5596160888671875,5.4231040477752686,0.7554,"[1, 3, 512, 512]","(3, 64)",1681389568,"[1, 768]",2.1.0,12.1,NVIDIA A10G,203.79,227.26
+35,ViT-B-16-SigLIP-i18n-256,webli,5.899199962615967,5.412352085113525,0.7347,"[1, 3, 256, 256]","(3, 64)",2349053952,"[1, 768]",2.1.0,12.1,NVIDIA A10G,370.63,57.84
+36,ViT-B-16-plus-240,laion400m_e31,5.794032096862793,5.627903938293457,0.6671,"[1, 3, 240, 240]","(3, 77)",1470380032,"[1, 640]",2.1.0,12.1,NVIDIA A10G,208.38,64.03
+37,ViT-B-16-plus-240,laion400m_e32,5.733759880065918,5.583871841430664,0.6675999999999999,"[1, 3, 240, 240]","(3, 77)",1718513664,"[1, 640]",2.1.0,12.1,NVIDIA A10G,208.38,64.03
+38,ViT-B-16-quickgelu,metaclip_400m,6.002687931060791,6.191135883331299,0.6962,"[1, 3, 224, 224]","(3, 77)",1229914112,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+39,ViT-B-16-quickgelu,metaclip_fullcc,5.105072021484375,6.214143991470337,0.7077,"[1, 3, 224, 224]","(3, 77)",1227816960,"[1, 512]",2.1.0,12.1,NVIDIA A10G,149.62,41.09
+40,ViT-B-32,commonpool_m_basic_s128m_b4k,5.119024038314819,5.608959913253784,0.3907,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+41,ViT-B-32,commonpool_m_clip_s128m_b4k,5.109920024871826,5.627392053604126,0.3923,"[1, 3, 224, 224]","(3, 77)",1238185984,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+42,ViT-B-32,commonpool_m_image_s128m_b4k,6.143503904342651,5.617663860321045,0.39759999999999995,"[1, 3, 224, 224]","(3, 77)",1236875264,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+43,ViT-B-32,commonpool_m_laion_s128m_b4k,5.101327896118164,5.585903882980347,0.3741,"[1, 3, 224, 224]","(3, 77)",1236088832,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+44,ViT-B-32,commonpool_m_s128m_b4k,5.116783857345581,5.6248321533203125,0.34489999999999993,"[1, 3, 224, 224]","(3, 77)",1239496704,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+45,ViT-B-32,commonpool_m_text_s128m_b4k,5.091775894165039,5.77841591835022,0.3917,"[1, 3, 224, 224]","(3, 77)",1235826688,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+46,ViT-B-32,commonpool_s_basic_s13m_b4k,5.085776090621948,5.570559978485107,0.1874,"[1, 3, 224, 224]","(3, 77)",1243166720,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+47,ViT-B-32,commonpool_s_clip_s13m_b4k,6.092319965362549,5.838335990905762,0.1857,"[1, 3, 224, 224]","(3, 77)",1240020992,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+48,ViT-B-32,commonpool_s_image_s13m_b4k,5.1218719482421875,5.577215909957886,0.1536,"[1, 3, 224, 224]","(3, 77)",1242511360,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+49,ViT-B-32,commonpool_s_laion_s13m_b4k,6.11409592628479,5.599744081497192,0.1527,"[1, 3, 224, 224]","(3, 77)",1242249216,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+50,ViT-B-32,commonpool_s_s13m_b4k,6.107375860214233,5.568016052246094,0.1789,"[1, 3, 224, 224]","(3, 77)",1244477440,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+51,ViT-B-32,commonpool_s_text_s13m_b4k,5.143535852432251,5.808640003204346,0.19220000000000004,"[1, 3, 224, 224]","(3, 77)",1241593856,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+52,ViT-B-32,datacomp_m_s128m_b4k,5.111007928848267,5.581823825836182,0.37560000000000004,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+53,ViT-B-32,datacomp_s_s13m_b4k,6.072416067123413,5.596160173416138,0.1536,"[1, 3, 224, 224]","(3, 77)",1241069568,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+54,ViT-B-32,datacomp_xl_s13b_b90k,5.113136053085327,5.889024019241333,0.6594,"[1, 3, 224, 224]","(3, 77)",1235826688,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+55,ViT-B-32,laion2b_e16,5.097952127456665,5.5761919021606445,0.6777,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+56,ViT-B-32,laion2b_s34b_b79k,6.0607521533966064,5.578239917755127,0.675,"[1, 3, 224, 224]","(3, 77)",1237137408,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+57,ViT-B-32,laion400m_e31,5.355024099349976,5.592576026916504,0.6412,"[1, 3, 224, 224]","(3, 77)",1233598464,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+58,ViT-B-32,laion400m_e32,5.131920099258423,5.588943958282471,0.6412,"[1, 3, 224, 224]","(3, 77)",1235433472,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+59,ViT-B-32,openai,6.468624114990234,5.91923189163208,0.6321,"[1, 3, 224, 224]","(3, 77)",3131771392,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+60,ViT-B-32-256,datacomp_s34b_b86k,6.062528133392334,5.616640090942383,0.6712,"[1, 3, 256, 256]","(3, 77)",1246096384,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.29,17.46
+61,ViT-B-32-quickgelu,laion400m_e31,5.5821919441223145,5.923839807510376,0.6389,"[1, 3, 224, 224]","(3, 77)",1245919232,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+62,ViT-B-32-quickgelu,laion400m_e32,6.424832105636597,5.928960084915161,0.6394,"[1, 3, 224, 224]","(3, 77)",1241724928,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+63,ViT-B-32-quickgelu,metaclip_400m,6.505200147628784,5.903359889984131,0.671,"[1, 3, 224, 224]","(3, 77)",1239365632,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+64,ViT-B-32-quickgelu,metaclip_fullcc,5.4093921184539795,5.905408143997192,0.6879,"[1, 3, 224, 224]","(3, 77)",1240020992,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+65,ViT-B-32-quickgelu,openai,6.420703887939453,5.920767784118652,0.6321,"[1, 3, 224, 224]","(3, 77)",1248454656,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.28,14.78
+66,ViT-H-14,laion2b_s32b_b79k,14.032111644744873,11.0796799659729,0.7056999999999999,"[1, 3, 224, 224]","(3, 77)",5731186688,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
+67,ViT-H-14-378-quickgelu,dfn5b,31.190399169921875,11.75603199005127,0.7719,"[1, 3, 378, 378]","(3, 77)",7996008448,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.71,1054.05
+68,ViT-H-14-CLIPA,datacomp1b,14.727488040924072,11.159551620483398,0.7178,"[1, 3, 224, 224]","(3, 32)",5571405824,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.24,354.02
+69,ViT-H-14-CLIPA-336,datacomp1b,22.172271728515625,10.647552013397219,0.7192000000000001,"[1, 3, 336, 336]","(3, 32)",7776730112,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.64,800.88
+70,ViT-H-14-CLIPA-336,laion2b,22.14084815979004,11.281376361846924,0.7289,"[1, 3, 336, 336]","(3, 32)",7775710208,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,968.64,800.88
+71,ViT-H-14-quickgelu,dfn5b,14.581711769104004,12.527103900909424,0.764,"[1, 3, 224, 224]","(3, 77)",7996991488,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
+72,ViT-H-14-quickgelu,metaclip_fullcc,14.546191692352295,12.34991979598999,0.7411999999999999,"[1, 3, 224, 224]","(3, 77)",7999154176,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,986.11,381.68
+73,ViT-L-14,commonpool_xl_clip_s13b_b90k,9.088288307189941,5.606911897659302,0.6956,"[1, 3, 224, 224]","(3, 77)",3463997440,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+74,ViT-L-14,commonpool_xl_laion_s13b_b90k,9.050704002380371,5.628928184509277,0.7206,"[1, 3, 224, 224]","(3, 77)",3463014400,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+75,ViT-L-14,commonpool_xl_s13b_b90k,10.773183822631836,5.654527902603149,0.6817,"[1, 3, 224, 224]","(3, 77)",3463473152,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+76,ViT-L-14,datacomp_xl_s13b_b90k,10.715183734893799,5.587967872619629,0.7091,"[1, 3, 224, 224]","(3, 77)",3463276544,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+77,ViT-L-14,laion2b_s32b_b82k,9.029568195343018,5.616640090942383,0.701,"[1, 3, 224, 224]","(3, 77)",3463473152,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+78,ViT-L-14,laion400m_e31,10.72383975982666,5.644287824630737,0.6728000000000001,"[1, 3, 224, 224]","(3, 77)",3463211008,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+79,ViT-L-14,laion400m_e32,15.518112182617188,5.602303981781006,0.6734,"[1, 3, 224, 224]","(3, 77)",3463211008,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+80,ViT-L-14,openai,9.643136024475098,6.192624092102051,0.6588,"[1, 3, 224, 224]","(3, 77)",2595284480,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+81,ViT-L-14-336,openai,11.637872219085693,6.220288038253784,0.6666,"[1, 3, 336, 336]","(3, 77)",3463737856,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.94,395.22
+82,ViT-L-14-CLIPA,datacomp1b,9.07643175125122,5.537792205810547,0.7044,"[1, 3, 224, 224]","(3, 32)",5204517376,"[1, 768]",2.1.0,12.1,NVIDIA A10G,414.21,167.5
+83,ViT-L-14-CLIPA-336,datacomp1b,10.509423732757568,5.516287803649902,0.7092,"[1, 3, 336, 336]","(3, 32)",3353302016,"[1, 768]",2.1.0,12.1,NVIDIA A10G,414.54,387.39
+84,ViT-L-14-quickgelu,dfn2b,9.639088153839111,5.924351930618286,0.7406,"[1, 3, 224, 224]","(3, 77)",3463473152,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+85,ViT-L-14-quickgelu,metaclip_400m,11.433760166168213,6.19212818145752,0.7137,"[1, 3, 224, 224]","(3, 77)",3460589568,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+86,ViT-L-14-quickgelu,metaclip_fullcc,11.465903759002686,5.965840101242065,0.7325,"[1, 3, 224, 224]","(3, 77)",3460065280,"[1, 768]",2.1.0,12.1,NVIDIA A10G,427.62,175.33
+87,ViT-L-16-SigLIP-256,webli,9.450448036193848,11.123199939727783,0.7619,"[1, 3, 256, 256]","(3, 64)",3463880704,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,652.15,201.62
+88,ViT-L-16-SigLIP-384,webli,11.37011194229126,10.573311805725098,0.7642,"[1, 3, 384, 384]","(3, 64)",5239883776,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,652.48,422.91
+89,ViT-SO400M-14-SigLIP,webli,12.754623889923096,12.046832084655762,0.7567,"[1, 3, 224, 224]","(3, 16)",6170381312,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,877.36,233.54
+90,ViT-SO400M-14-SigLIP-384,webli,21.57849597930908,12.493328094482422,0.7721000000000001,"[1, 3, 384, 384]","(3, 64)",7084863488,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,877.96,723.48
+91,ViT-bigG-14,laion2b_s39b_b160k,34.019840240478516,14.539263725280762,0.7213,"[1, 3, 224, 224]","(3, 77)",15739624448,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2539.57,1065.36
+92,ViT-bigG-14-CLIPA,datacomp1b,33.96308708190918,14.08409595489502,0.7175,"[1, 3, 224, 224]","(3, 32)",13964719616,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2517.22,1007.93
+93,ViT-bigG-14-CLIPA-336,datacomp1b,52.210575103759766,14.243840217590332,0.722,"[1, 3, 336, 336]","(3, 32)",20160188416,"[1, 1280]",2.1.0,12.1,NVIDIA A10G,2517.76,2271.58
+94,ViT-g-14,laion2b_s12b_b42k,20.71236801147461,11.075072288513184,0.7085000000000001,"[1, 3, 224, 224]","(3, 77)",9532269056,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.68,581.15
+95,ViT-g-14,laion2b_s34b_b88k,20.702239990234375,11.067903995513916,0.7038,"[1, 3, 224, 224]","(3, 77)",11070823424,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1366.68,581.15
+96,coca_ViT-B-32,laion2b_s13b_b90k,6.590255975723267,6.061056137084961,0.6689,"[1, 3, 224, 224]","(3, 76)",5853056512,"[1, 512]",2.1.0,12.1,NVIDIA A10G,253.56,33.34
+97,coca_ViT-B-32,mscoco_finetuned_laion2b_s13b_b90k,6.558608055114746,5.784064054489136,0.1306,"[1, 3, 224, 224]","(3, 76)",2085986304,"[1, 512]",2.1.0,12.1,NVIDIA A10G,253.56,33.34
+98,coca_ViT-L-14,laion2b_s13b_b90k,9.393263816833496,6.064640045166016,0.7085000000000001,"[1, 3, 224, 224]","(3, 76)",3619857408,"[1, 768]",2.1.0,12.1,NVIDIA A10G,638.45,214.52
+99,coca_ViT-L-14,mscoco_finetuned_laion2b_s13b_b90k,9.579999923706055,5.790208101272583,0.7432,"[1, 3, 224, 224]","(3, 76)",5170161664,"[1, 768]",2.1.0,12.1,NVIDIA A10G,638.45,214.52
+100,convnext_base,laion400m_s13b_b51k,11.707600116729736,5.594111919403076,0.6541,"[1, 3, 224, 224]","(3, 77)",5532046336,"[1, 512]",2.1.0,12.1,NVIDIA A10G,151.52,36.67
+101,convnext_base_w,laion2b_s13b_b82k,9.77681589126587,5.5956480503082275,0.6976,"[1, 3, 256, 256]","(3, 77)",1382386176,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
+102,convnext_base_w,laion2b_s13b_b82k_augreg,9.962207794189453,5.624320030212402,0.6922,"[1, 3, 256, 256]","(3, 77)",1481531392,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
+103,convnext_base_w,laion_aesthetic_s13b_b82k,9.810559749603271,5.633023977279663,0.7047,"[1, 3, 256, 256]","(3, 77)",1473011712,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,49.38
+104,convnext_base_w_320,laion_aesthetic_s13b_b82k,10.166703701019287,5.610496044158936,0.703,"[1, 3, 320, 320]","(3, 77)",1467047936,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,71.94
+105,convnext_base_w_320,laion_aesthetic_s13b_b82k_augreg,10.020512104034424,5.618688106536865,0.687,"[1, 3, 320, 320]","(3, 77)",1466589184,"[1, 640]",2.1.0,12.1,NVIDIA A10G,179.39,71.94
+106,convnext_large_d,laion2b_s26b_b102k_augreg,10.218992233276367,7.418879985809326,0.7102,"[1, 3, 256, 256]","(3, 77)",2157782528,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,107.5
+107,convnext_large_d_320,laion2b_s29b_b131k_ft,10.281311988830566,7.378943920135498,0.7121999999999999,"[1, 3, 320, 320]","(3, 77)",2855922688,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,157.98
+108,convnext_large_d_320,laion2b_s29b_b131k_ft_soup,10.350912094116211,7.376911878585815,0.7148,"[1, 3, 320, 320]","(3, 77)",2860510208,"[1, 768]",2.1.0,12.1,NVIDIA A10G,351.77,157.98
+109,convnext_xxlarge,laion2b_s34b_b82k_augreg,14.747312068939209,11.149824142456055,0.7201,"[1, 3, 256, 256]","(3, 77)",6241563648,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
+110,convnext_xxlarge,laion2b_s34b_b82k_augreg_rewind,14.771743774414062,11.09555196762085,0.7238,"[1, 3, 256, 256]","(3, 77)",9626024960,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
+111,convnext_xxlarge,laion2b_s34b_b82k_augreg_soup,14.807376384735107,11.13856029510498,0.7232,"[1, 3, 256, 256]","(3, 77)",9628122112,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1200.58,443.03
+112,nllb-clip-base,v1,5.130928039550781,7.857151985168457,0.5562,"[1, 3, 224, 224]","(3, 77)",12124995072,"[1, 512]",2.1.0,12.1,NVIDIA A10G,501.89,369.6
+113,nllb-clip-base-siglip,v1,6.170511960983276,7.842303991317749,0.6545000000000001,"[1, 3, 384, 384]","(3, 77)",7673376256,"[1, 768]",2.1.0,12.1,NVIDIA A10G,507.47,472.91
+114,nllb-clip-large,v1,14.028016090393066,15.417856216430664,0.6346,"[1, 3, 224, 224]","(3, 77)",7650356224,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1399.22,1468.46
+115,nllb-clip-large-siglip,v1,21.564559936523438,16.517632484436035,0.6738,"[1, 3, 384, 384]","(3, 77)",6861477888,"[1, 1152]",2.1.0,12.1,NVIDIA A10G,1195.5,1804.22
+116,roberta-ViT-B-32,laion2b_s12b_b32k,5.427680015563965,7.895040035247803,0.6640999999999999,"[1, 3, 224, 224]","(3, 77)",11086010368,"[1, 512]",2.1.0,12.1,NVIDIA A10G,212.72,105.87
+117,xlm-roberta-base-ViT-B-32,laion5b_s13b_b90k,6.1474080085754395,7.980031967163086,0.6759,"[1, 3, 224, 224]","(3, 77)",2376531968,"[1, 512]",2.1.0,12.1,NVIDIA A10G,366.12,105.87
+118,xlm-roberta-large-ViT-H-14,frozen_laion5b_s13b_b90k,14.037184238433838,15.635968208312988,0.7363,"[1, 3, 224, 224]","(3, 77)",6382899200,"[1, 1024]",2.1.0,12.1,NVIDIA A10G,1193.01,671.01