identifier stringlengths 7 18 | space stringclasses 4
values | uid stringlengths 1 6 | arch_str stringlengths 1 32 | input stringlengths 8.51k 461k | target_metric stringclasses 1
value | val_accuracy float64 0 95.1 | flops float64 31.1M 14.7B | params float64 227k 50M | metadata stringlengths 0 1.46k | metainformation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
FBNet_2004 | FBNet | 2004 | 2004 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_696[FLOAT, 16x3x3x3]
%onnx::Conv_697[FLOAT, 16]
%onnx::Conv_699[FLOAT, 16x16x1x1]
%onnx::Conv_702[FLOAT, 16x1x3x3]
%onnx::Conv_705[FLOAT, 16x16x1x1]
%onnx::Conv_708[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 49,904,000 | 1,344,900 | {'zcp_synflow': 72.66688775063213, 'zcp_zen': 61.702877044677734, 'zcp_epe_nas': 19.87381438510896, 'zcp_fisher': 0.12143491953611374, 'zcp_flops': 49904000.0, 'zcp_grad_norm': 18.908231735229492, 'zcp_grasp': 0.05847454071044922, 'zcp_jacov': -16.073882718993897, 'zcp_l2_norm': 515.8079223632812, 'zcp_nwot': 207.49934... | |
FBNet_2218 | FBNet | 2218 | 2218 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_605[FLOAT, 16x3x3x3]
%onnx::Conv_606[FLOAT, 16]
%onnx::Conv_608[FLOAT, 16x16x1x1]
%onnx::Conv_611[FLOAT, 16x1x5x5]
%onnx::Conv_614[FLOAT, 16x16x1x1]
%onnx::Conv_617[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 62,942,336 | 1,702,852 | {'zcp_synflow': 68.89123942875973, 'zcp_zen': 60.675655364990234, 'zcp_epe_nas': 17.78819626127085, 'zcp_fisher': 0.06243060156702995, 'zcp_flops': 62942336.0, 'zcp_grad_norm': 19.846906661987305, 'zcp_grasp': -0.03765106201171875, 'zcp_jacov': -16.067104099565704, 'zcp_l2_norm': 543.3915405273438, 'zcp_nwot': 211.8795... | |
FBNet_215 | FBNet | 215 | 215 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_657[FLOAT, 16x3x3x3]
%onnx::Conv_658[FLOAT, 16]
%onnx::Conv_660[FLOAT, 48x16x1x1]
%onnx::Conv_661[FLOAT, 48]
%onnx::Conv_663[FLOAT, 48x1x5x5]
%onnx::Conv_666[FLOAT, 16x48x1x1]
%onnx::Conv_669[F... | val_accuracy | 0 | 103,206,272 | 2,686,340 | {'zcp_synflow': 87.74283618457281, 'zcp_zen': 80.14239501953125, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.22733767330646515, 'zcp_flops': 103206272.0, 'zcp_grad_norm': 33.849708557128906, 'zcp_grasp': -0.22574234008789062, 'zcp_jacov': -16.070067988451296, 'zcp_l2_norm': 780.2084350585938, 'zcp_nwot': 218... | |
FBNet_4881 | FBNet | 4881 | 4881 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_614[FLOAT, 16x3x3x3]
%onnx::Conv_615[FLOAT, 16]
%onnx::Conv_617[FLOAT, 16x8x1x1]
%onnx::Conv_620[FLOAT, 16x1x5x5]
%onnx::Conv_623[FLOAT, 16x8x1x1]
%onnx::Conv_626[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 71,637,888 | 1,770,356 | {'zcp_synflow': 73.05878391459093, 'zcp_zen': 64.4052734375, 'zcp_epe_nas': 8.67919470167045, 'zcp_fisher': 0.11168713867664337, 'zcp_flops': 71637888.0, 'zcp_grad_norm': 24.438800811767578, 'zcp_grasp': -0.039669036865234375, 'zcp_jacov': -16.057331161192018, 'zcp_l2_norm': 589.5195922851562, 'zcp_nwot': 213.438529179... | |
FBNet_3103 | FBNet | 3103 | 3103 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_714[FLOAT, 16x3x3x3]
%onnx::Conv_715[FLOAT, 16]
%onnx::Conv_717[FLOAT, 48x16x1x1]
%onnx::Conv_718[FLOAT, 48]
%onnx::Conv_720[FLOAT, 48x1x3x3]
%onnx::Conv_723[FLOAT, 16x48x1x1]
%onnx::Conv_726[F... | val_accuracy | 0 | 45,311,744 | 1,234,868 | {'zcp_synflow': 79.45354202616066, 'zcp_zen': 66.99819946289062, 'zcp_epe_nas': 8.237589104597992, 'zcp_fisher': 0.12265849858522415, 'zcp_flops': 45311744.0, 'zcp_grad_norm': 26.906280517578125, 'zcp_grasp': 0.39290618896484375, 'zcp_jacov': -16.05804585714609, 'zcp_l2_norm': 556.679443359375, 'zcp_nwot': 208.90060527... | |
FBNet_2065 | FBNet | 2065 | 2065 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_714[FLOAT, 16x3x3x3]
%onnx::Conv_715[FLOAT, 16]
%onnx::Conv_717[FLOAT, 48x16x1x1]
%onnx::Conv_718[FLOAT, 48]
%onnx::Conv_720[FLOAT, 48x1x3x3]
%onnx::Conv_723[FLOAT, 16x48x1x1]
%onnx::Conv_726[F... | val_accuracy | 0 | 57,046,144 | 1,478,644 | {'zcp_synflow': 69.98533079799631, 'zcp_zen': 61.26506805419922, 'zcp_epe_nas': 6.346881732588393, 'zcp_fisher': 0.12028071284294128, 'zcp_flops': 57046144.0, 'zcp_grad_norm': 21.705698013305664, 'zcp_grasp': 0.20720672607421875, 'zcp_jacov': -16.057315180296474, 'zcp_l2_norm': 524.2155151367188, 'zcp_nwot': 213.330537... | |
FBNet_4927 | FBNet | 4927 | 4927 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_698[FLOAT, 16x3x3x3]
%onnx::Conv_699[FLOAT, 16]
%onnx::Conv_701[FLOAT, 16x8x1x1]
%onnx::Conv_704[FLOAT, 16x1x5x5]
%onnx::Conv_707[FLOAT, 16x8x1x1]
%onnx::Conv_710[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 39,233,920 | 1,599,516 | {'zcp_synflow': 68.31832768040292, 'zcp_zen': 58.89002227783203, 'zcp_epe_nas': 6.498296902732021, 'zcp_fisher': 0.07777952402830124, 'zcp_flops': 39233920.0, 'zcp_grad_norm': 18.319854736328125, 'zcp_grasp': 0.04257011413574219, 'zcp_jacov': -16.051610085744315, 'zcp_l2_norm': 508.1073303222656, 'zcp_nwot': 200.282079... | |
FBNet_1389 | FBNet | 1389 | 1389 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_741[FLOAT, 16x3x3x3]
%onnx::Conv_742[FLOAT, 16]
%onnx::Conv_744[FLOAT, 48x16x1x1]
%onnx::Conv_745[FLOAT, 48]
%onnx::Conv_747[FLOAT, 48x1x3x3]
%onnx::Conv_750[FLOAT, 16x48x1x1]
%onnx::Conv_753[F... | val_accuracy | 0 | 56,808,576 | 2,048,644 | {'zcp_synflow': 76.18746176199595, 'zcp_zen': 68.44309997558594, 'zcp_epe_nas': 15.590916298302991, 'zcp_fisher': 0.14862927794456482, 'zcp_flops': 56808576.0, 'zcp_grad_norm': 21.899150848388672, 'zcp_grasp': -0.08688735961914062, 'zcp_jacov': -16.058273312661502, 'zcp_l2_norm': 616.63525390625, 'zcp_nwot': 205.909538... | |
FBNet_2066 | FBNet | 2066 | 2066 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_642[FLOAT, 16x3x3x3]
%onnx::Conv_643[FLOAT, 16]
%onnx::Conv_645[FLOAT, 16x16x1x1]
%onnx::Conv_648[FLOAT, 16x1x5x5]
%onnx::Conv_651[FLOAT, 16x16x1x1]
%onnx::Conv_654[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 52,104,704 | 1,531,668 | {'zcp_synflow': 72.56494337957142, 'zcp_zen': 62.65282440185547, 'zcp_epe_nas': 6.188530375966057, 'zcp_fisher': 0.11789791285991669, 'zcp_flops': 52104704.0, 'zcp_grad_norm': 20.730403900146484, 'zcp_grasp': -0.021427154541015625, 'zcp_jacov': -16.055589956048333, 'zcp_l2_norm': 553.8778686523438, 'zcp_nwot': 206.9422... | |
FBNet_2399 | FBNet | 2399 | 2399 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_652[FLOAT, 16x3x3x3]
%onnx::Conv_653[FLOAT, 16]
%onnx::Conv_655[FLOAT, 16x16x1x1]
%onnx::Conv_658[FLOAT, 16x1x5x5]
%onnx::Conv_661[FLOAT, 16x16x1x1]
%onnx::Conv_664[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 53,090,432 | 1,254,356 | {'zcp_synflow': 76.02088729821561, 'zcp_zen': 65.18929290771484, 'zcp_epe_nas': 18.385110975652488, 'zcp_fisher': 0.08393853157758713, 'zcp_flops': 53090432.0, 'zcp_grad_norm': 20.964176177978516, 'zcp_grasp': -0.040091514587402344, 'zcp_jacov': -16.056324337276187, 'zcp_l2_norm': 565.2555541992188, 'zcp_nwot': 211.089... | |
FBNet_509 | FBNet | 509 | 509 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_643[FLOAT, 16x3x3x3]
%onnx::Conv_644[FLOAT, 16]
%onnx::Conv_646[FLOAT, 16x8x1x1]
%onnx::Conv_649[FLOAT, 16x1x5x5]
%onnx::Conv_652[FLOAT, 24x8x1x1]
%onnx::Conv_653[FLOAT, 24]
%onnx::Conv_655[FLO... | val_accuracy | 0 | 83,478,784 | 2,283,108 | {'zcp_synflow': 74.2818409487285, 'zcp_zen': 68.38712310791016, 'zcp_epe_nas': 34.92888830274783, 'zcp_fisher': 0.06951306760311127, 'zcp_flops': 83478784.0, 'zcp_grad_norm': 20.416166305541992, 'zcp_grasp': -0.006525993347167969, 'zcp_jacov': -16.06401727677944, 'zcp_l2_norm': 660.7625732421875, 'zcp_nwot': 214.690181... | |
FBNet_4315 | FBNet | 4315 | 4315 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_650[FLOAT, 16x3x3x3]
%onnx::Conv_651[FLOAT, 16]
%onnx::Conv_653[FLOAT, 48x16x1x1]
%onnx::Conv_654[FLOAT, 48]
%onnx::Conv_656[FLOAT, 48x1x5x5]
%onnx::Conv_659[FLOAT, 16x48x1x1]
%onnx::Conv_662[F... | val_accuracy | 0 | 50,436,224 | 1,549,308 | {'zcp_synflow': 70.99698008682198, 'zcp_zen': 60.3331184387207, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.12822341918945312, 'zcp_flops': 50436224.0, 'zcp_grad_norm': 19.243751525878906, 'zcp_grasp': 0.07659912109375, 'zcp_jacov': -16.058558687297396, 'zcp_l2_norm': 516.66943359375, 'zcp_nwot': 208.3300928... | |
FBNet_2056 | FBNet | 2056 | 2056 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_586[FLOAT, 16x3x3x3]
%onnx::Conv_587[FLOAT, 16]
%onnx::Conv_589[FLOAT, 16x16x1x1]
%onnx::Conv_592[FLOAT, 16x1x3x3]
%onnx::Conv_595[FLOAT, 16x16x1x1]
%onnx::Conv_598[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 86,862,720 | 2,512,108 | {'zcp_synflow': 76.5100042929323, 'zcp_zen': 67.44517517089844, 'zcp_epe_nas': 10.206705849777528, 'zcp_fisher': 0.11529095470905304, 'zcp_flops': 86862720.0, 'zcp_grad_norm': 22.90542221069336, 'zcp_grasp': -0.042835235595703125, 'zcp_jacov': -16.06546000840636, 'zcp_l2_norm': 666.1715087890625, 'zcp_nwot': 213.120933... | |
FBNet_4520 | FBNet | 4520 | 4520 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_632[FLOAT, 16x3x3x3]
%onnx::Conv_633[FLOAT, 16]
%onnx::Conv_635[FLOAT, 48x16x1x1]
%onnx::Conv_636[FLOAT, 48]
%onnx::Conv_638[FLOAT, 48x1x3x3]
%onnx::Conv_641[FLOAT, 16x48x1x1]
%onnx::Conv_644[F... | val_accuracy | 0 | 67,347,328 | 1,514,876 | {'zcp_synflow': 79.43717686684118, 'zcp_zen': 68.62718200683594, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.17175163328647614, 'zcp_flops': 67347328.0, 'zcp_grad_norm': 24.019357681274414, 'zcp_grasp': 0.06924057006835938, 'zcp_jacov': -16.057957424625712, 'zcp_l2_norm': 616.0377807617188, 'zcp_nwot': 214.6... | |
FBNet_1098 | FBNet | 1098 | 1098 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_694[FLOAT, 16x3x3x3]
%onnx::Conv_695[FLOAT, 16]
%onnx::Conv_697[FLOAT, 16x16x1x1]
%onnx::Conv_700[FLOAT, 16x1x3x3]
%onnx::Conv_703[FLOAT, 16x16x1x1]
%onnx::Conv_706[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 66,857,856 | 2,291,012 | {'zcp_synflow': 73.42402287871589, 'zcp_zen': 65.59107208251953, 'zcp_epe_nas': 22.477010102614507, 'zcp_fisher': 0.09904425591230392, 'zcp_flops': 66857856.0, 'zcp_grad_norm': 25.29189109802246, 'zcp_grasp': -0.15439224243164062, 'zcp_jacov': -16.063505541649015, 'zcp_l2_norm': 607.7509765625, 'zcp_nwot': 210.62175135... | |
FBNet_2843 | FBNet | 2843 | 2843 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_589[FLOAT, 16x3x3x3]
%onnx::Conv_590[FLOAT, 16]
%onnx::Conv_592[FLOAT, 96x16x1x1]
%onnx::Conv_593[FLOAT, 96]
%onnx::Conv_595[FLOAT, 96x1x5x5]
%onnx::Conv_598[FLOAT, 16x96x1x1]
%onnx::Conv_601[F... | val_accuracy | 0 | 43,357,184 | 1,492,332 | {'zcp_synflow': 55.57232321087233, 'zcp_zen': 48.285186767578125, 'zcp_epe_nas': 16.267457471377362, 'zcp_fisher': 0.03447488695383072, 'zcp_flops': 43357184.0, 'zcp_grad_norm': 14.918638229370117, 'zcp_grasp': -0.02040386199951172, 'zcp_jacov': -16.04887313930687, 'zcp_l2_norm': 401.61785888671875, 'zcp_nwot': 206.136... | |
FBNet_2336 | FBNet | 2336 | 2336 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_586[FLOAT, 16x3x3x3]
%onnx::Conv_587[FLOAT, 16]
%onnx::Conv_589[FLOAT, 48x16x1x1]
%onnx::Conv_590[FLOAT, 48]
%onnx::Conv_592[FLOAT, 48x1x5x5]
%onnx::Conv_595[FLOAT, 16x48x1x1]
%onnx::Conv_598[F... | val_accuracy | 0 | 60,860,800 | 2,160,796 | {'zcp_synflow': 72.01676178860092, 'zcp_zen': 65.69124603271484, 'zcp_epe_nas': 22.483627315153985, 'zcp_fisher': 0.06478246301412582, 'zcp_flops': 60860800.0, 'zcp_grad_norm': 19.239295959472656, 'zcp_grasp': 0.0014181137084960938, 'zcp_jacov': -16.055551841852747, 'zcp_l2_norm': 614.4989624023438, 'zcp_nwot': 205.428... | |
FBNet_243 | FBNet | 243 | 243 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_615[FLOAT, 16x3x3x3]
%onnx::Conv_616[FLOAT, 16]
%onnx::Conv_618[FLOAT, 96x16x1x1]
%onnx::Conv_619[FLOAT, 96]
%onnx::Conv_621[FLOAT, 96x1x5x5]
%onnx::Conv_624[FLOAT, 16x96x1x1]
%onnx::Conv_627[F... | val_accuracy | 0 | 90,506,240 | 2,505,300 | {'zcp_synflow': 79.68283279572847, 'zcp_zen': 68.6905746459961, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.16959168016910553, 'zcp_flops': 90506240.0, 'zcp_grad_norm': 27.98672103881836, 'zcp_grasp': 0.0099334716796875, 'zcp_jacov': -16.065995309725096, 'zcp_l2_norm': 667.7710571289062, 'zcp_nwot': 215.6295... | |
FBNet_2805 | FBNet | 2805 | 2805 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_613[FLOAT, 16x3x3x3]
%onnx::Conv_614[FLOAT, 16]
%onnx::Conv_616[FLOAT, 16x16x1x1]
%onnx::Conv_619[FLOAT, 16x1x5x5]
%onnx::Conv_622[FLOAT, 16x16x1x1]
%onnx::Conv_625[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 57,805,696 | 1,308,972 | {'zcp_synflow': 83.53577055676055, 'zcp_zen': 68.34395599365234, 'zcp_epe_nas': 13.578428552432264, 'zcp_fisher': 0.15262392163276672, 'zcp_flops': 57805696.0, 'zcp_grad_norm': 24.772815704345703, 'zcp_grasp': -0.0221405029296875, 'zcp_jacov': -16.065438401281856, 'zcp_l2_norm': 578.9256591796875, 'zcp_nwot': 210.26772... | |
FBNet_4688 | FBNet | 4688 | 4688 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_630[FLOAT, 16x3x3x3]
%onnx::Conv_631[FLOAT, 16]
%onnx::Conv_633[FLOAT, 96x16x1x1]
%onnx::Conv_634[FLOAT, 96]
%onnx::Conv_636[FLOAT, 96x1x3x3]
%onnx::Conv_639[FLOAT, 16x96x1x1]
%onnx::Conv_642[F... | val_accuracy | 0 | 74,600,064 | 2,030,500 | {'zcp_synflow': 83.24248826225511, 'zcp_zen': 73.03765106201172, 'zcp_epe_nas': 20.86995528682622, 'zcp_fisher': 0.21869702637195587, 'zcp_flops': 74600064.0, 'zcp_grad_norm': 28.20191192626953, 'zcp_grasp': -0.20346450805664062, 'zcp_jacov': -16.048911329834308, 'zcp_l2_norm': 673.8461303710938, 'zcp_nwot': 214.889718... | |
FBNet_415 | FBNet | 415 | 415 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_652[FLOAT, 16x3x3x3]
%onnx::Conv_653[FLOAT, 16]
%onnx::Conv_655[FLOAT, 16x8x1x1]
%onnx::Conv_658[FLOAT, 16x1x5x5]
%onnx::Conv_661[FLOAT, 16x8x1x1]
%onnx::Conv_664[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 64,731,648 | 1,814,468 | {'zcp_synflow': 77.49783375402701, 'zcp_zen': 66.55447387695312, 'zcp_epe_nas': 24.3980467893341, 'zcp_fisher': 0.07563282549381256, 'zcp_flops': 64731648.0, 'zcp_grad_norm': 21.768558502197266, 'zcp_grasp': -0.06540966033935547, 'zcp_jacov': -16.067813768417636, 'zcp_l2_norm': 608.1273193359375, 'zcp_nwot': 208.036723... | |
FBNet_3536 | FBNet | 3536 | 3536 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_613[FLOAT, 16x3x3x3]
%onnx::Conv_614[FLOAT, 16]
%onnx::Conv_616[FLOAT, 48x16x1x1]
%onnx::Conv_617[FLOAT, 48]
%onnx::Conv_619[FLOAT, 48x1x3x3]
%onnx::Conv_622[FLOAT, 24x48x1x1]
%onnx::Conv_623[F... | val_accuracy | 0 | 57,696,640 | 1,919,532 | {'zcp_synflow': 73.05816576522047, 'zcp_zen': 64.99130249023438, 'zcp_epe_nas': 10.075197277893766, 'zcp_fisher': 0.08555657416582108, 'zcp_flops': 57696640.0, 'zcp_grad_norm': 16.870935440063477, 'zcp_grasp': 0.03309822082519531, 'zcp_jacov': -16.050492177568323, 'zcp_l2_norm': 594.5985717773438, 'zcp_nwot': 205.23244... | |
FBNet_651 | FBNet | 651 | 651 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_669[FLOAT, 16x3x3x3]
%onnx::Conv_670[FLOAT, 16]
%onnx::Conv_672[FLOAT, 48x16x1x1]
%onnx::Conv_673[FLOAT, 48]
%onnx::Conv_675[FLOAT, 48x1x3x3]
%onnx::Conv_678[FLOAT, 24x48x1x1]
%onnx::Conv_679[F... | val_accuracy | 0 | 33,448,320 | 1,007,068 | {'zcp_synflow': 68.78046910241163, 'zcp_zen': 57.479095458984375, 'zcp_epe_nas': 7.852800604797541, 'zcp_fisher': 0.06484105437994003, 'zcp_flops': 33448320.0, 'zcp_grad_norm': 17.552143096923828, 'zcp_grasp': -0.08158302307128906, 'zcp_jacov': -16.070682762007195, 'zcp_l2_norm': 453.0606994628906, 'zcp_nwot': 202.6865... | |
FBNet_1806 | FBNet | 1806 | 1806 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_642[FLOAT, 16x3x3x3]
%onnx::Conv_643[FLOAT, 16]
%onnx::Conv_645[FLOAT, 16x8x1x1]
%onnx::Conv_648[FLOAT, 16x1x5x5]
%onnx::Conv_651[FLOAT, 16x8x1x1]
%onnx::Conv_654[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 68,051,584 | 1,720,388 | {'zcp_synflow': 73.72830480008375, 'zcp_zen': 64.05784606933594, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.0987391248345375, 'zcp_flops': 68051584.0, 'zcp_grad_norm': 20.486936569213867, 'zcp_grasp': 0.07383918762207031, 'zcp_jacov': -16.050730575181774, 'zcp_l2_norm': 573.656005859375, 'zcp_nwot': 210.679... | |
FBNet_698 | FBNet | 698 | 698 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_723[FLOAT, 16x3x3x3]
%onnx::Conv_724[FLOAT, 16]
%onnx::Conv_726[FLOAT, 96x16x1x1]
%onnx::Conv_727[FLOAT, 96]
%onnx::Conv_729[FLOAT, 96x1x3x3]
%onnx::Conv_732[FLOAT, 16x96x1x1]
%onnx::Conv_735[F... | val_accuracy | 0 | 70,698,112 | 1,803,956 | {'zcp_synflow': 76.83113673092596, 'zcp_zen': 68.79041290283203, 'zcp_epe_nas': 6.18065685647159, 'zcp_fisher': 0.22941865026950836, 'zcp_flops': 70698112.0, 'zcp_grad_norm': 29.293079376220703, 'zcp_grasp': -0.30115509033203125, 'zcp_jacov': -16.067297550702264, 'zcp_l2_norm': 613.7181396484375, 'zcp_nwot': 214.345026... | |
FBNet_2679 | FBNet | 2679 | 2679 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_642[FLOAT, 16x3x3x3]
%onnx::Conv_643[FLOAT, 16]
%onnx::Conv_645[FLOAT, 16x16x1x1]
%onnx::Conv_648[FLOAT, 16x1x3x3]
%onnx::Conv_651[FLOAT, 16x16x1x1]
%onnx::Conv_654[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 57,662,464 | 1,656,948 | {'zcp_synflow': 74.05001067786424, 'zcp_zen': 61.62700653076172, 'zcp_epe_nas': 15.41013582781605, 'zcp_fisher': 0.11820351332426071, 'zcp_flops': 57662464.0, 'zcp_grad_norm': 21.754865646362305, 'zcp_grasp': 0.10499191284179688, 'zcp_jacov': -16.05589396036223, 'zcp_l2_norm': 537.7435913085938, 'zcp_nwot': 210.9561704... | |
FBNet_4021 | FBNet | 4021 | 4021 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_612[FLOAT, 16x3x3x3]
%onnx::Conv_613[FLOAT, 16]
%onnx::Conv_615[FLOAT, 48x16x1x1]
%onnx::Conv_616[FLOAT, 48]
%onnx::Conv_618[FLOAT, 48x1x5x5]
%onnx::Conv_621[FLOAT, 16x48x1x1]
%onnx::Conv_624[F... | val_accuracy | 0 | 68,026,752 | 2,038,436 | {'zcp_synflow': 74.12439005504446, 'zcp_zen': 65.19499969482422, 'zcp_epe_nas': 13.949467158276398, 'zcp_fisher': 0.09350922703742981, 'zcp_flops': 68026752.0, 'zcp_grad_norm': 24.560834884643555, 'zcp_grasp': -0.04692268371582031, 'zcp_jacov': -16.05795595518791, 'zcp_l2_norm': 597.448974609375, 'zcp_nwot': 212.391533... | |
FBNet_386 | FBNet | 386 | 386 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_605[FLOAT, 16x3x3x3]
%onnx::Conv_606[FLOAT, 16]
%onnx::Conv_608[FLOAT, 16x16x1x1]
%onnx::Conv_611[FLOAT, 16x1x5x5]
%onnx::Conv_614[FLOAT, 16x16x1x1]
%onnx::Conv_617[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 69,740,160 | 1,432,676 | {'zcp_synflow': 74.09430502286037, 'zcp_zen': 62.23061752319336, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.0818728506565094, 'zcp_flops': 69740160.0, 'zcp_grad_norm': 17.316268920898438, 'zcp_grasp': -0.0069637298583984375, 'zcp_jacov': -16.0478166265396, 'zcp_l2_norm': 548.9143676757812, 'zcp_nwot': 214.7... | |
FBNet_1994 | FBNet | 1994 | 1994 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_623[FLOAT, 16x3x3x3]
%onnx::Conv_624[FLOAT, 16]
%onnx::Conv_626[FLOAT, 48x16x1x1]
%onnx::Conv_627[FLOAT, 48]
%onnx::Conv_629[FLOAT, 48x1x3x3]
%onnx::Conv_632[FLOAT, 16x48x1x1]
%onnx::Conv_635[F... | val_accuracy | 0 | 64,176,768 | 1,775,164 | {'zcp_synflow': 74.8747466327595, 'zcp_zen': 66.5299072265625, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.14085359871387482, 'zcp_flops': 64176768.0, 'zcp_grad_norm': 21.645309448242188, 'zcp_grasp': -0.060184478759765625, 'zcp_jacov': -16.05609081140185, 'zcp_l2_norm': 618.017578125, 'zcp_nwot': 209.750880... | |
FBNet_4578 | FBNet | 4578 | 4578 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_640[FLOAT, 16x3x3x3]
%onnx::Conv_641[FLOAT, 16]
%onnx::Conv_643[FLOAT, 16x16x1x1]
%onnx::Conv_646[FLOAT, 16x1x5x5]
%onnx::Conv_649[FLOAT, 16x16x1x1]
%onnx::Conv_652[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 78,237,056 | 2,171,220 | {'zcp_synflow': 76.01797792332857, 'zcp_zen': 67.53538513183594, 'zcp_epe_nas': 20.419887069448357, 'zcp_fisher': 0.0886489525437355, 'zcp_flops': 78237056.0, 'zcp_grad_norm': 26.621566772460938, 'zcp_grasp': 0.00148773193359375, 'zcp_jacov': -16.07186613952858, 'zcp_l2_norm': 628.4697265625, 'zcp_nwot': 215.3433305065... | |
FBNet_175 | FBNet | 175 | 175 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_659[FLOAT, 16x3x3x3]
%onnx::Conv_660[FLOAT, 16]
%onnx::Conv_662[FLOAT, 16x16x1x1]
%onnx::Conv_665[FLOAT, 16x1x5x5]
%onnx::Conv_668[FLOAT, 16x16x1x1]
%onnx::Conv_671[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 65,798,272 | 1,952,148 | {'zcp_synflow': 76.00557843445637, 'zcp_zen': 67.30181884765625, 'zcp_epe_nas': 10.149686733669459, 'zcp_fisher': 0.1172313466668129, 'zcp_flops': 65798272.0, 'zcp_grad_norm': 23.921466827392578, 'zcp_grasp': -0.014698028564453125, 'zcp_jacov': -16.038728595704438, 'zcp_l2_norm': 618.9283447265625, 'zcp_nwot': 207.8830... | |
FBNet_214 | FBNet | 214 | 214 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_678[FLOAT, 16x3x3x3]
%onnx::Conv_679[FLOAT, 16]
%onnx::Conv_681[FLOAT, 96x16x1x1]
%onnx::Conv_682[FLOAT, 96]
%onnx::Conv_684[FLOAT, 96x1x3x3]
%onnx::Conv_687[FLOAT, 16x96x1x1]
%onnx::Conv_690[F... | val_accuracy | 0 | 62,216,832 | 1,825,324 | {'zcp_synflow': 78.9042167677412, 'zcp_zen': 69.7698974609375, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.20022794604301453, 'zcp_flops': 62216832.0, 'zcp_grad_norm': 26.06709861755371, 'zcp_grasp': -0.08728790283203125, 'zcp_jacov': -16.06581758833258, 'zcp_l2_norm': 649.5956420898438, 'zcp_nwot': 212.4082... | |
FBNet_4394 | FBNet | 4394 | 4394 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_749[FLOAT, 16x3x3x3]
%onnx::Conv_750[FLOAT, 16]
%onnx::Conv_752[FLOAT, 16x16x1x1]
%onnx::Conv_755[FLOAT, 16x1x5x5]
%onnx::Conv_758[FLOAT, 16x16x1x1]
%onnx::Conv_761[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 63,633,024 | 2,468,732 | {'zcp_synflow': 80.27023744486135, 'zcp_zen': 71.53919982910156, 'zcp_epe_nas': 21.351406214568694, 'zcp_fisher': 0.20822760462760925, 'zcp_flops': 63633024.0, 'zcp_grad_norm': 25.037433624267578, 'zcp_grasp': 0.14701461791992188, 'zcp_jacov': -16.047119749193072, 'zcp_l2_norm': 673.0994873046875, 'zcp_nwot': 206.34464... | |
FBNet_1272 | FBNet | 1272 | 1272 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_650[FLOAT, 16x3x3x3]
%onnx::Conv_651[FLOAT, 16]
%onnx::Conv_653[FLOAT, 16x16x1x1]
%onnx::Conv_656[FLOAT, 16x1x3x3]
%onnx::Conv_659[FLOAT, 16x16x1x1]
%onnx::Conv_662[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 47,926,144 | 1,428,108 | {'zcp_synflow': 69.62824914033703, 'zcp_zen': 60.576690673828125, 'zcp_epe_nas': 11.254503197619774, 'zcp_fisher': 0.08133874088525772, 'zcp_flops': 47926144.0, 'zcp_grad_norm': 17.946077346801758, 'zcp_grasp': -0.008582115173339844, 'zcp_jacov': -16.053544360083265, 'zcp_l2_norm': 533.630859375, 'zcp_nwot': 205.628290... | |
FBNet_1913 | FBNet | 1913 | 1913 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_669[FLOAT, 16x3x3x3]
%onnx::Conv_670[FLOAT, 16]
%onnx::Conv_672[FLOAT, 96x16x1x1]
%onnx::Conv_673[FLOAT, 96]
%onnx::Conv_675[FLOAT, 96x1x5x5]
%onnx::Conv_678[FLOAT, 16x96x1x1]
%onnx::Conv_681[F... | val_accuracy | 0 | 67,749,504 | 1,366,244 | {'zcp_synflow': 79.09038295292683, 'zcp_zen': 67.83836364746094, 'zcp_epe_nas': 15.35390932225001, 'zcp_fisher': 0.1426919549703598, 'zcp_flops': 67749504.0, 'zcp_grad_norm': 28.142316818237305, 'zcp_grasp': 0.21132659912109375, 'zcp_jacov': -16.05399762779565, 'zcp_l2_norm': 582.9414672851562, 'zcp_nwot': 216.19027585... | |
FBNet_2278 | FBNet | 2278 | 2278 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_515[FLOAT, 16x3x3x3]
%onnx::Conv_516[FLOAT, 16]
%onnx::Conv_518[FLOAT, 96x16x1x1]
%onnx::Conv_519[FLOAT, 96]
%onnx::Conv_521[FLOAT, 96x1x3x3]
%onnx::Conv_524[FLOAT, 16x96x1x1]
%onnx::Conv_527[F... | val_accuracy | 0 | 62,172,288 | 1,932,196 | {'zcp_synflow': 67.41264867382752, 'zcp_zen': 56.80339050292969, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.06079770624637604, 'zcp_flops': 62172288.0, 'zcp_grad_norm': 17.4497127532959, 'zcp_grasp': -0.10856246948242188, 'zcp_jacov': -16.06829379932628, 'zcp_l2_norm': 542.722900390625, 'zcp_nwot': 212.2474... | |
FBNet_4599 | FBNet | 4599 | 4599 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_605[FLOAT, 16x3x3x3]
%onnx::Conv_606[FLOAT, 16]
%onnx::Conv_608[FLOAT, 48x16x1x1]
%onnx::Conv_609[FLOAT, 48]
%onnx::Conv_611[FLOAT, 48x1x5x5]
%onnx::Conv_614[FLOAT, 16x48x1x1]
%onnx::Conv_617[F... | val_accuracy | 0 | 77,182,976 | 1,949,628 | {'zcp_synflow': 76.194169453985, 'zcp_zen': 66.50231170654297, 'zcp_epe_nas': 22.895714173450358, 'zcp_fisher': 0.12591169774532318, 'zcp_flops': 77182976.0, 'zcp_grad_norm': 26.169769287109375, 'zcp_grasp': 0.06266975402832031, 'zcp_jacov': -16.053002824276092, 'zcp_l2_norm': 622.452392578125, 'zcp_nwot': 214.97640912... | |
FBNet_4855 | FBNet | 4855 | 4855 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_687[FLOAT, 16x3x3x3]
%onnx::Conv_688[FLOAT, 16]
%onnx::Conv_690[FLOAT, 48x16x1x1]
%onnx::Conv_691[FLOAT, 48]
%onnx::Conv_693[FLOAT, 48x1x5x5]
%onnx::Conv_696[FLOAT, 16x48x1x1]
%onnx::Conv_699[F... | val_accuracy | 0 | 52,761,728 | 1,665,540 | {'zcp_synflow': 67.47701333090478, 'zcp_zen': 60.84530258178711, 'zcp_epe_nas': 7.4736721408808116, 'zcp_fisher': 0.11787315458059311, 'zcp_flops': 52761728.0, 'zcp_grad_norm': 24.177303314208984, 'zcp_grasp': -0.02095794677734375, 'zcp_jacov': -16.09285314854519, 'zcp_l2_norm': 542.2675170898438, 'zcp_nwot': 208.69347... | |
FBNet_2435 | FBNet | 2435 | 2435 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_575[FLOAT, 16x3x3x3]
%onnx::Conv_576[FLOAT, 16]
%onnx::Conv_578[FLOAT, 48x16x1x1]
%onnx::Conv_579[FLOAT, 48]
%onnx::Conv_581[FLOAT, 48x1x5x5]
%onnx::Conv_584[FLOAT, 16x48x1x1]
%onnx::Conv_587[F... | val_accuracy | 0 | 71,111,296 | 2,129,340 | {'zcp_synflow': 75.4167033519304, 'zcp_zen': 65.40941619873047, 'zcp_epe_nas': 7.505013258397767, 'zcp_fisher': 0.08659812062978745, 'zcp_flops': 71111296.0, 'zcp_grad_norm': 23.91156005859375, 'zcp_grasp': -0.053142547607421875, 'zcp_jacov': -16.07164323886066, 'zcp_l2_norm': 626.0662841796875, 'zcp_nwot': 209.0322140... | |
FBNet_4105 | FBNet | 4105 | 4105 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_713[FLOAT, 16x3x3x3]
%onnx::Conv_714[FLOAT, 16]
%onnx::Conv_716[FLOAT, 16x16x1x1]
%onnx::Conv_719[FLOAT, 16x1x5x5]
%onnx::Conv_722[FLOAT, 16x16x1x1]
%onnx::Conv_725[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 82,487,424 | 2,178,036 | {'zcp_synflow': 84.43782217578548, 'zcp_zen': 74.56391906738281, 'zcp_epe_nas': 28.97624773918945, 'zcp_fisher': 0.15244294703006744, 'zcp_flops': 82487424.0, 'zcp_grad_norm': 26.920394897460938, 'zcp_grasp': -0.11804008483886719, 'zcp_jacov': -16.060512617248314, 'zcp_l2_norm': 682.94482421875, 'zcp_nwot': 214.1157188... | |
FBNet_2912 | FBNet | 2912 | 2912 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_713[FLOAT, 16x3x3x3]
%onnx::Conv_714[FLOAT, 16]
%onnx::Conv_716[FLOAT, 96x16x1x1]
%onnx::Conv_717[FLOAT, 96]
%onnx::Conv_719[FLOAT, 96x1x5x5]
%onnx::Conv_722[FLOAT, 16x96x1x1]
%onnx::Conv_725[F... | val_accuracy | 0 | 60,045,696 | 1,266,084 | {'zcp_synflow': 71.94476337701404, 'zcp_zen': 63.70613098144531, 'zcp_epe_nas': 35.3216359760123, 'zcp_fisher': 0.13567420840263367, 'zcp_flops': 60045696.0, 'zcp_grad_norm': 25.941770553588867, 'zcp_grasp': -0.6238784790039062, 'zcp_jacov': -16.05877924273549, 'zcp_l2_norm': 532.0971069335938, 'zcp_nwot': 211.91344691... | |
FBNet_4226 | FBNet | 4226 | 4226 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_587[FLOAT, 16x3x3x3]
%onnx::Conv_588[FLOAT, 16]
%onnx::Conv_590[FLOAT, 16x16x1x1]
%onnx::Conv_593[FLOAT, 16x1x5x5]
%onnx::Conv_596[FLOAT, 16x16x1x1]
%onnx::Conv_599[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 65,007,744 | 1,243,036 | {'zcp_synflow': 74.8614613098336, 'zcp_zen': 62.68047332763672, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1129792258143425, 'zcp_flops': 65007744.0, 'zcp_grad_norm': 19.930503845214844, 'zcp_grasp': 0.03329277038574219, 'zcp_jacov': -16.060899837130318, 'zcp_l2_norm': 552.54052734375, 'zcp_nwot': 214.65757... | |
FBNet_2049 | FBNet | 2049 | 2049 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_644[FLOAT, 16x3x3x3]
%onnx::Conv_645[FLOAT, 16]
%onnx::Conv_647[FLOAT, 16x8x1x1]
%onnx::Conv_650[FLOAT, 16x1x3x3]
%onnx::Conv_653[FLOAT, 16x8x1x1]
%onnx::Conv_656[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 45,125,504 | 1,129,284 | {'zcp_synflow': 69.90182079921912, 'zcp_zen': 57.12721252441406, 'zcp_epe_nas': 22.553798279535112, 'zcp_fisher': 0.05553493648767471, 'zcp_flops': 45125504.0, 'zcp_grad_norm': 18.87816619873047, 'zcp_grasp': -0.023353099822998047, 'zcp_jacov': -16.045885316774648, 'zcp_l2_norm': 478.0677795410156, 'zcp_nwot': 209.6387... | |
FBNet_2554 | FBNet | 2554 | 2554 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_759[FLOAT, 16x3x3x3]
%onnx::Conv_760[FLOAT, 16]
%onnx::Conv_762[FLOAT, 96x16x1x1]
%onnx::Conv_763[FLOAT, 96]
%onnx::Conv_765[FLOAT, 96x1x3x3]
%onnx::Conv_768[FLOAT, 16x96x1x1]
%onnx::Conv_771[F... | val_accuracy | 0 | 61,950,592 | 2,074,468 | {'zcp_synflow': 74.26976639511864, 'zcp_zen': 67.22290802001953, 'zcp_epe_nas': 20.623567866690973, 'zcp_fisher': 0.21343660354614258, 'zcp_flops': 61950592.0, 'zcp_grad_norm': 28.06546974182129, 'zcp_grasp': -0.026615142822265625, 'zcp_jacov': -16.050895513416883, 'zcp_l2_norm': 609.3453979492188, 'zcp_nwot': 209.8164... | |
FBNet_546 | FBNet | 546 | 546 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_778[FLOAT, 16x3x3x3]
%onnx::Conv_779[FLOAT, 16]
%onnx::Conv_781[FLOAT, 16x16x1x1]
%onnx::Conv_784[FLOAT, 16x1x5x5]
%onnx::Conv_787[FLOAT, 16x16x1x1]
%onnx::Conv_790[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 51,556,480 | 1,218,564 | {'zcp_synflow': 72.049500872149, 'zcp_zen': 61.704444885253906, 'zcp_epe_nas': 29.693679854294388, 'zcp_fisher': 0.08378762006759644, 'zcp_flops': 51556480.0, 'zcp_grad_norm': 24.312580108642578, 'zcp_grasp': -0.05464363098144531, 'zcp_jacov': -16.062489642306538, 'zcp_l2_norm': 494.3289794921875, 'zcp_nwot': 210.11553... | |
FBNet_2989 | FBNet | 2989 | 2989 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_697[FLOAT, 16x3x3x3]
%onnx::Conv_698[FLOAT, 16]
%onnx::Conv_700[FLOAT, 96x16x1x1]
%onnx::Conv_701[FLOAT, 96]
%onnx::Conv_703[FLOAT, 96x1x5x5]
%onnx::Conv_706[FLOAT, 16x96x1x1]
%onnx::Conv_709[F... | val_accuracy | 0 | 50,902,912 | 1,229,380 | {'zcp_synflow': 71.70699097024588, 'zcp_zen': 63.208370208740234, 'zcp_epe_nas': 17.72535093550989, 'zcp_fisher': 0.13038179278373718, 'zcp_flops': 50902912.0, 'zcp_grad_norm': 26.228412628173828, 'zcp_grasp': 0.08196258544921875, 'zcp_jacov': -16.061432330386754, 'zcp_l2_norm': 523.8292846679688, 'zcp_nwot': 209.48636... | |
FBNet_4384 | FBNet | 4384 | 4384 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_653[FLOAT, 16x3x3x3]
%onnx::Conv_654[FLOAT, 16]
%onnx::Conv_656[FLOAT, 16x16x1x1]
%onnx::Conv_659[FLOAT, 16x1x3x3]
%onnx::Conv_662[FLOAT, 16x16x1x1]
%onnx::Conv_665[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 56,332,672 | 1,481,772 | {'zcp_synflow': 73.09383755636156, 'zcp_zen': 59.81539535522461, 'zcp_epe_nas': 17.527095286074303, 'zcp_fisher': 0.06531563401222229, 'zcp_flops': 56332672.0, 'zcp_grad_norm': 19.767742156982422, 'zcp_grasp': -0.028875350952148438, 'zcp_jacov': -16.057996338026623, 'zcp_l2_norm': 519.0757446289062, 'zcp_nwot': 210.789... | |
FBNet_3027 | FBNet | 3027 | 3027 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_576[FLOAT, 16x3x3x3]
%onnx::Conv_577[FLOAT, 16]
%onnx::Conv_579[FLOAT, 16x16x1x1]
%onnx::Conv_582[FLOAT, 16x1x3x3]
%onnx::Conv_585[FLOAT, 16x16x1x1]
%onnx::Conv_588[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 65,266,304 | 2,007,140 | {'zcp_synflow': 75.02481123629833, 'zcp_zen': 65.25361633300781, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.06665295362472534, 'zcp_flops': 65266304.0, 'zcp_grad_norm': 19.282649993896484, 'zcp_grasp': -0.057211875915527344, 'zcp_jacov': -16.049610187783554, 'zcp_l2_norm': 608.7345581054688, 'zcp_nwot': 209... | |
FBNet_3257 | FBNet | 3257 | 3257 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_688[FLOAT, 16x3x3x3]
%onnx::Conv_689[FLOAT, 16]
%onnx::Conv_691[FLOAT, 48x16x1x1]
%onnx::Conv_692[FLOAT, 48]
%onnx::Conv_694[FLOAT, 48x1x5x5]
%onnx::Conv_697[FLOAT, 16x48x1x1]
%onnx::Conv_700[F... | val_accuracy | 0 | 63,440,128 | 1,448,116 | {'zcp_synflow': 75.74558689872217, 'zcp_zen': 65.7975082397461, 'zcp_epe_nas': 19.971629817208036, 'zcp_fisher': 0.20391465723514557, 'zcp_flops': 63440128.0, 'zcp_grad_norm': 27.347721099853516, 'zcp_grasp': -0.3170127868652344, 'zcp_jacov': -16.04718261507313, 'zcp_l2_norm': 578.3363037109375, 'zcp_nwot': 214.6753325... | |
FBNet_1846 | FBNet | 1846 | 1846 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_644[FLOAT, 16x3x3x3]
%onnx::Conv_645[FLOAT, 16]
%onnx::Conv_647[FLOAT, 16x8x1x1]
%onnx::Conv_650[FLOAT, 16x1x5x5]
%onnx::Conv_653[FLOAT, 16x8x1x1]
%onnx::Conv_656[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 58,668,672 | 1,952,764 | {'zcp_synflow': 70.21926243565593, 'zcp_zen': 61.901065826416016, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1158217340707779, 'zcp_flops': 58668672.0, 'zcp_grad_norm': 19.79058074951172, 'zcp_grasp': 0.027068138122558594, 'zcp_jacov': -16.052631690606415, 'zcp_l2_norm': 574.2167358398438, 'zcp_nwot': 209.0... | |
FBNet_1349 | FBNet | 1349 | 1349 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_659[FLOAT, 16x3x3x3]
%onnx::Conv_660[FLOAT, 16]
%onnx::Conv_662[FLOAT, 16x8x1x1]
%onnx::Conv_665[FLOAT, 16x1x3x3]
%onnx::Conv_668[FLOAT, 16x8x1x1]
%onnx::Conv_671[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 84,630,144 | 2,033,332 | {'zcp_synflow': 76.35271203949287, 'zcp_zen': 68.30036163330078, 'zcp_epe_nas': 15.646582486687567, 'zcp_fisher': 0.10348396748304367, 'zcp_flops': 84630144.0, 'zcp_grad_norm': 25.224985122680664, 'zcp_grasp': -0.08485603332519531, 'zcp_jacov': -16.060623458177638, 'zcp_l2_norm': 633.5420532226562, 'zcp_nwot': 216.5401... | |
FBNet_2875 | FBNet | 2875 | 2875 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_687[FLOAT, 16x3x3x3]
%onnx::Conv_688[FLOAT, 16]
%onnx::Conv_690[FLOAT, 16x16x1x1]
%onnx::Conv_693[FLOAT, 16x1x5x5]
%onnx::Conv_696[FLOAT, 16x16x1x1]
%onnx::Conv_699[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 62,211,712 | 2,026,044 | {'zcp_synflow': 75.88352645167318, 'zcp_zen': 66.07376861572266, 'zcp_epe_nas': 7.8965389976761795, 'zcp_fisher': 0.1302117258310318, 'zcp_flops': 62211712.0, 'zcp_grad_norm': 22.542673110961914, 'zcp_grasp': -0.040058135986328125, 'zcp_jacov': -16.054919143564607, 'zcp_l2_norm': 612.8863525390625, 'zcp_nwot': 208.2226... | |
FBNet_3506 | FBNet | 3506 | 3506 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_687[FLOAT, 16x3x3x3]
%onnx::Conv_688[FLOAT, 16]
%onnx::Conv_690[FLOAT, 16x8x1x1]
%onnx::Conv_693[FLOAT, 16x1x5x5]
%onnx::Conv_696[FLOAT, 16x8x1x1]
%onnx::Conv_699[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 59,694,464 | 1,650,316 | {'zcp_synflow': 67.24190940591164, 'zcp_zen': 59.92041778564453, 'zcp_epe_nas': 8.078465470664728, 'zcp_fisher': 0.08455692231655121, 'zcp_flops': 59694464.0, 'zcp_grad_norm': 20.02983283996582, 'zcp_grasp': -0.34522247314453125, 'zcp_jacov': -16.057984161899213, 'zcp_l2_norm': 538.2520751953125, 'zcp_nwot': 209.572139... | |
FBNet_2783 | FBNet | 2783 | 2783 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_658[FLOAT, 16x3x3x3]
%onnx::Conv_659[FLOAT, 16]
%onnx::Conv_661[FLOAT, 48x16x1x1]
%onnx::Conv_662[FLOAT, 48]
%onnx::Conv_664[FLOAT, 48x1x5x5]
%onnx::Conv_667[FLOAT, 16x48x1x1]
%onnx::Conv_670[F... | val_accuracy | 0 | 63,697,280 | 1,562,460 | {'zcp_synflow': 76.69246018991828, 'zcp_zen': 68.1550064086914, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.13812053203582764, 'zcp_flops': 63697280.0, 'zcp_grad_norm': 25.883134841918945, 'zcp_grasp': -0.11285400390625, 'zcp_jacov': -16.063679136743893, 'zcp_l2_norm': 598.9216918945312, 'zcp_nwot': 212.4272... | |
FBNet_33 | FBNet | 33 | 33 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_569[FLOAT, 16x3x3x3]
%onnx::Conv_570[FLOAT, 16]
%onnx::Conv_572[FLOAT, 16x8x1x1]
%onnx::Conv_575[FLOAT, 16x1x3x3]
%onnx::Conv_578[FLOAT, 24x8x1x1]
%onnx::Conv_579[FLOAT, 24]
%onnx::Conv_581[FLO... | val_accuracy | 0 | 45,288,832 | 1,418,372 | {'zcp_synflow': 68.34089013854131, 'zcp_zen': 59.33824920654297, 'zcp_epe_nas': 15.290078103969245, 'zcp_fisher': 0.04528410732746124, 'zcp_flops': 45288832.0, 'zcp_grad_norm': 16.135665893554688, 'zcp_grasp': -0.035559654235839844, 'zcp_jacov': -16.059811884343503, 'zcp_l2_norm': 531.6985473632812, 'zcp_nwot': 202.624... | |
FBNet_3325 | FBNet | 3325 | 3325 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_686[FLOAT, 16x3x3x3]
%onnx::Conv_687[FLOAT, 16]
%onnx::Conv_689[FLOAT, 48x16x1x1]
%onnx::Conv_690[FLOAT, 48]
%onnx::Conv_692[FLOAT, 48x1x5x5]
%onnx::Conv_695[FLOAT, 16x48x1x1]
%onnx::Conv_698[F... | val_accuracy | 0 | 85,426,048 | 2,420,332 | {'zcp_synflow': 79.06249648843257, 'zcp_zen': 72.06387329101562, 'zcp_epe_nas': 7.690549507757447, 'zcp_fisher': 0.1706494241952896, 'zcp_flops': 85426048.0, 'zcp_grad_norm': 29.44540786743164, 'zcp_grasp': -0.14976119995117188, 'zcp_jacov': -16.05869445766561, 'zcp_l2_norm': 674.9317626953125, 'zcp_nwot': 216.27554054... | |
FBNet_185 | FBNet | 185 | 185 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_634[FLOAT, 16x3x3x3]
%onnx::Conv_635[FLOAT, 16]
%onnx::Conv_637[FLOAT, 16x16x1x1]
%onnx::Conv_640[FLOAT, 16x1x5x5]
%onnx::Conv_643[FLOAT, 16x16x1x1]
%onnx::Conv_646[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 62,612,864 | 1,694,300 | {'zcp_synflow': 68.74602816355535, 'zcp_zen': 60.45960235595703, 'zcp_epe_nas': 9.649076676271427, 'zcp_fisher': 0.08040807396173477, 'zcp_flops': 62612864.0, 'zcp_grad_norm': 19.699432373046875, 'zcp_grasp': 0.0004596710205078125, 'zcp_jacov': -16.03883803626119, 'zcp_l2_norm': 544.441650390625, 'zcp_nwot': 211.980223... | |
FBNet_3133 | FBNet | 3133 | 3133 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_678[FLOAT, 16x3x3x3]
%onnx::Conv_679[FLOAT, 16]
%onnx::Conv_681[FLOAT, 16x16x1x1]
%onnx::Conv_684[FLOAT, 16x1x3x3]
%onnx::Conv_687[FLOAT, 16x16x1x1]
%onnx::Conv_690[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 67,169,152 | 1,787,708 | {'zcp_synflow': 81.96152541839068, 'zcp_zen': 69.47039794921875, 'zcp_epe_nas': 8.437835874849965, 'zcp_fisher': 0.18082435429096222, 'zcp_flops': 67169152.0, 'zcp_grad_norm': 22.129894256591797, 'zcp_grasp': -0.10228729248046875, 'zcp_jacov': -16.061361159590405, 'zcp_l2_norm': 617.6553955078125, 'zcp_nwot': 212.88566... | |
FBNet_4887 | FBNet | 4887 | 4887 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_634[FLOAT, 16x3x3x3]
%onnx::Conv_635[FLOAT, 16]
%onnx::Conv_637[FLOAT, 96x16x1x1]
%onnx::Conv_638[FLOAT, 96]
%onnx::Conv_640[FLOAT, 96x1x3x3]
%onnx::Conv_643[FLOAT, 16x96x1x1]
%onnx::Conv_646[F... | val_accuracy | 0 | 55,719,808 | 2,125,548 | {'zcp_synflow': 68.62744326553164, 'zcp_zen': 59.72840118408203, 'zcp_epe_nas': 7.351079226344437, 'zcp_fisher': 0.09177848696708679, 'zcp_flops': 55719808.0, 'zcp_grad_norm': 20.261268615722656, 'zcp_grasp': -0.3230857849121094, 'zcp_jacov': -16.06065659677271, 'zcp_l2_norm': 555.0804443359375, 'zcp_nwot': 208.4214928... | |
FBNet_3119 | FBNet | 3119 | 3119 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_588[FLOAT, 16x3x3x3]
%onnx::Conv_589[FLOAT, 16]
%onnx::Conv_591[FLOAT, 16x8x1x1]
%onnx::Conv_594[FLOAT, 16x1x5x5]
%onnx::Conv_597[FLOAT, 16x8x1x1]
%onnx::Conv_600[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 60,242,304 | 1,670,452 | {'zcp_synflow': 66.9789573823428, 'zcp_zen': 57.293643951416016, 'zcp_epe_nas': 6.867075209083241, 'zcp_fisher': 0.03958449885249138, 'zcp_flops': 60242304.0, 'zcp_grad_norm': 16.769073486328125, 'zcp_grasp': -0.034832000732421875, 'zcp_jacov': -16.046090133486402, 'zcp_l2_norm': 511.662109375, 'zcp_nwot': 211.12135796... | |
FBNet_3787 | FBNet | 3787 | 3787 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_614[FLOAT, 16x3x3x3]
%onnx::Conv_615[FLOAT, 16]
%onnx::Conv_617[FLOAT, 16x16x1x1]
%onnx::Conv_620[FLOAT, 16x1x5x5]
%onnx::Conv_623[FLOAT, 24x16x1x1]
%onnx::Conv_624[FLOAT, 24]
%onnx::Conv_626[F... | val_accuracy | 0 | 58,473,856 | 1,730,348 | {'zcp_synflow': 72.60674506096167, 'zcp_zen': 61.930110931396484, 'zcp_epe_nas': 10.34997695320321, 'zcp_fisher': 0.04101071134209633, 'zcp_flops': 58473856.0, 'zcp_grad_norm': 16.92205238342285, 'zcp_grasp': -0.008307933807373047, 'zcp_jacov': -16.05364415596071, 'zcp_l2_norm': 553.1924438476562, 'zcp_nwot': 207.10991... | |
FBNet_4761 | FBNet | 4761 | 4761 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_652[FLOAT, 16x3x3x3]
%onnx::Conv_653[FLOAT, 16]
%onnx::Conv_655[FLOAT, 48x16x1x1]
%onnx::Conv_656[FLOAT, 48]
%onnx::Conv_658[FLOAT, 48x1x3x3]
%onnx::Conv_661[FLOAT, 16x48x1x1]
%onnx::Conv_664[F... | val_accuracy | 0 | 68,002,560 | 2,257,812 | {'zcp_synflow': 76.02036291083549, 'zcp_zen': 66.52484130859375, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.16345638036727905, 'zcp_flops': 68002560.0, 'zcp_grad_norm': 24.069957733154297, 'zcp_grasp': 0.06146240234375, 'zcp_jacov': -16.058298996684943, 'zcp_l2_norm': 620.9983520507812, 'zcp_nwot': 211.3472... | |
FBNet_2932 | FBNet | 2932 | 2932 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_640[FLOAT, 16x3x3x3]
%onnx::Conv_641[FLOAT, 16]
%onnx::Conv_643[FLOAT, 48x16x1x1]
%onnx::Conv_644[FLOAT, 48]
%onnx::Conv_646[FLOAT, 48x1x5x5]
%onnx::Conv_649[FLOAT, 16x48x1x1]
%onnx::Conv_652[F... | val_accuracy | 0 | 71,346,048 | 2,245,156 | {'zcp_synflow': 78.59587537525937, 'zcp_zen': 69.66002655029297, 'zcp_epe_nas': 23.761173600120927, 'zcp_fisher': 0.09556645154953003, 'zcp_flops': 71346048.0, 'zcp_grad_norm': 25.343204498291016, 'zcp_grasp': 0.034770965576171875, 'zcp_jacov': -16.052355329025218, 'zcp_l2_norm': 648.0650634765625, 'zcp_nwot': 211.6196... | |
FBNet_4756 | FBNet | 4756 | 4756 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_724[FLOAT, 16x3x3x3]
%onnx::Conv_725[FLOAT, 16]
%onnx::Conv_727[FLOAT, 16x16x1x1]
%onnx::Conv_730[FLOAT, 16x1x5x5]
%onnx::Conv_733[FLOAT, 16x16x1x1]
%onnx::Conv_736[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 55,874,688 | 1,597,004 | {'zcp_synflow': 74.03673868058465, 'zcp_zen': 64.94268035888672, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11792801320552826, 'zcp_flops': 55874688.0, 'zcp_grad_norm': 23.186365127563477, 'zcp_grasp': -0.06903457641601562, 'zcp_jacov': -16.073096615504003, 'zcp_l2_norm': 561.0025024414062, 'zcp_nwot': 210.... | |
FBNet_1311 | FBNet | 1311 | 1311 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_577[FLOAT, 16x3x3x3]
%onnx::Conv_578[FLOAT, 16]
%onnx::Conv_580[FLOAT, 16x16x1x1]
%onnx::Conv_583[FLOAT, 16x1x5x5]
%onnx::Conv_586[FLOAT, 16x16x1x1]
%onnx::Conv_589[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 57,159,040 | 1,640,500 | {'zcp_synflow': 73.61865372470578, 'zcp_zen': 61.88322067260742, 'zcp_epe_nas': 7.279341107023081, 'zcp_fisher': 0.07520660012960434, 'zcp_flops': 57159040.0, 'zcp_grad_norm': 17.59659194946289, 'zcp_grasp': -0.02329540252685547, 'zcp_jacov': -16.07320334284376, 'zcp_l2_norm': 557.1242065429688, 'zcp_nwot': 209.4835220... | |
FBNet_2968 | FBNet | 2968 | 2968 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_568[FLOAT, 16x3x3x3]
%onnx::Conv_569[FLOAT, 16]
%onnx::Conv_571[FLOAT, 48x16x1x1]
%onnx::Conv_572[FLOAT, 48]
%onnx::Conv_574[FLOAT, 48x1x3x3]
%onnx::Conv_577[FLOAT, 24x48x1x1]
%onnx::Conv_578[F... | val_accuracy | 0 | 81,419,648 | 2,397,796 | {'zcp_synflow': 71.56296918282978, 'zcp_zen': 65.08619689941406, 'zcp_epe_nas': 14.519932073924004, 'zcp_fisher': 0.07087687402963638, 'zcp_flops': 81419648.0, 'zcp_grad_norm': 19.059650421142578, 'zcp_grasp': -0.03170299530029297, 'zcp_jacov': -16.068702986051164, 'zcp_l2_norm': 619.3787841796875, 'zcp_nwot': 213.6357... | |
FBNet_3244 | FBNet | 3244 | 3244 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_558[FLOAT, 16x3x3x3]
%onnx::Conv_559[FLOAT, 16]
%onnx::Conv_561[FLOAT, 96x16x1x1]
%onnx::Conv_562[FLOAT, 96]
%onnx::Conv_564[FLOAT, 96x1x5x5]
%onnx::Conv_567[FLOAT, 16x96x1x1]
%onnx::Conv_570[F... | val_accuracy | 0 | 69,653,376 | 2,283,404 | {'zcp_synflow': 74.8164286550526, 'zcp_zen': 63.879722595214844, 'zcp_epe_nas': 10.769795899000204, 'zcp_fisher': 0.11664873361587524, 'zcp_flops': 69653376.0, 'zcp_grad_norm': 21.67709732055664, 'zcp_grasp': -0.13941574096679688, 'zcp_jacov': -16.05773892536145, 'zcp_l2_norm': 604.85302734375, 'zcp_nwot': 212.69683921... | |
FBNet_1609 | FBNet | 1609 | 1609 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_642[FLOAT, 16x3x3x3]
%onnx::Conv_643[FLOAT, 16]
%onnx::Conv_645[FLOAT, 16x16x1x1]
%onnx::Conv_648[FLOAT, 16x1x5x5]
%onnx::Conv_651[FLOAT, 16x16x1x1]
%onnx::Conv_654[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 78,301,056 | 2,403,940 | {'zcp_synflow': 73.78564601694413, 'zcp_zen': 67.82715606689453, 'zcp_epe_nas': 8.546049997607733, 'zcp_fisher': 0.14203907549381256, 'zcp_flops': 78301056.0, 'zcp_grad_norm': 23.581666946411133, 'zcp_grasp': -0.1331920623779297, 'zcp_jacov': -16.055871154781933, 'zcp_l2_norm': 674.8174438476562, 'zcp_nwot': 211.113322... | |
FBNet_2927 | FBNet | 2927 | 2927 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_632[FLOAT, 16x3x3x3]
%onnx::Conv_633[FLOAT, 16]
%onnx::Conv_635[FLOAT, 16x8x1x1]
%onnx::Conv_638[FLOAT, 16x1x5x5]
%onnx::Conv_641[FLOAT, 16x8x1x1]
%onnx::Conv_644[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 69,256,832 | 2,081,900 | {'zcp_synflow': 73.44444842995286, 'zcp_zen': 65.56463623046875, 'zcp_epe_nas': 24.30957718378181, 'zcp_fisher': 0.08334095031023026, 'zcp_flops': 69256832.0, 'zcp_grad_norm': 22.70789337158203, 'zcp_grasp': -0.04132843017578125, 'zcp_jacov': -16.055147676994032, 'zcp_l2_norm': 615.8256225585938, 'zcp_nwot': 209.699108... | |
FBNet_1791 | FBNet | 1791 | 1791 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_623[FLOAT, 16x3x3x3]
%onnx::Conv_624[FLOAT, 16]
%onnx::Conv_626[FLOAT, 16x8x1x1]
%onnx::Conv_629[FLOAT, 16x1x3x3]
%onnx::Conv_632[FLOAT, 16x8x1x1]
%onnx::Conv_635[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 57,966,720 | 2,194,060 | {'zcp_synflow': 66.1108100491401, 'zcp_zen': 60.25164031982422, 'zcp_epe_nas': 12.608884823075153, 'zcp_fisher': 0.053423333913087845, 'zcp_flops': 57966720.0, 'zcp_grad_norm': 18.496891021728516, 'zcp_grasp': -0.025694847106933594, 'zcp_jacov': -16.071882888993855, 'zcp_l2_norm': 574.891845703125, 'zcp_nwot': 207.3530... | |
FBNet_421 | FBNet | 421 | 421 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_713[FLOAT, 16x3x3x3]
%onnx::Conv_714[FLOAT, 16]
%onnx::Conv_716[FLOAT, 48x16x1x1]
%onnx::Conv_717[FLOAT, 48]
%onnx::Conv_719[FLOAT, 48x1x5x5]
%onnx::Conv_722[FLOAT, 16x48x1x1]
%onnx::Conv_725[F... | val_accuracy | 0 | 79,857,792 | 2,191,524 | {'zcp_synflow': 84.32266695231384, 'zcp_zen': 74.4598617553711, 'zcp_epe_nas': 29.006947485420152, 'zcp_fisher': 0.20871317386627197, 'zcp_flops': 79857792.0, 'zcp_grad_norm': 30.775985717773438, 'zcp_grasp': -0.17218017578125, 'zcp_jacov': -16.054615020424617, 'zcp_l2_norm': 672.15478515625, 'zcp_nwot': 213.8953052817... | |
FBNet_4642 | FBNet | 4642 | 4642 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_632[FLOAT, 16x3x3x3]
%onnx::Conv_633[FLOAT, 16]
%onnx::Conv_635[FLOAT, 96x16x1x1]
%onnx::Conv_636[FLOAT, 96]
%onnx::Conv_638[FLOAT, 96x1x3x3]
%onnx::Conv_641[FLOAT, 24x96x1x1]
%onnx::Conv_642[F... | val_accuracy | 0 | 60,082,048 | 1,317,772 | {'zcp_synflow': 72.13269911652658, 'zcp_zen': 63.37042999267578, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.07011188566684723, 'zcp_flops': 60082048.0, 'zcp_grad_norm': 19.626596450805664, 'zcp_grasp': -0.07778358459472656, 'zcp_jacov': -16.05069235554498, 'zcp_l2_norm': 550.0938720703125, 'zcp_nwot': 213.2... | |
FBNet_4563 | FBNet | 4563 | 4563 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_677[FLOAT, 16x3x3x3]
%onnx::Conv_678[FLOAT, 16]
%onnx::Conv_680[FLOAT, 16x16x1x1]
%onnx::Conv_683[FLOAT, 16x1x3x3]
%onnx::Conv_686[FLOAT, 16x16x1x1]
%onnx::Conv_689[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 57,401,216 | 1,422,236 | {'zcp_synflow': 74.85088981112386, 'zcp_zen': 65.21505737304688, 'zcp_epe_nas': 21.753737046960442, 'zcp_fisher': 0.08163570612668991, 'zcp_flops': 57401216.0, 'zcp_grad_norm': 24.044172286987305, 'zcp_grasp': -0.0042209625244140625, 'zcp_jacov': -16.056465035558475, 'zcp_l2_norm': 563.458984375, 'zcp_nwot': 211.300889... | |
FBNet_4439 | FBNet | 4439 | 4439 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_652[FLOAT, 16x3x3x3]
%onnx::Conv_653[FLOAT, 16]
%onnx::Conv_655[FLOAT, 16x8x1x1]
%onnx::Conv_658[FLOAT, 16x1x5x5]
%onnx::Conv_661[FLOAT, 16x8x1x1]
%onnx::Conv_664[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 54,489,216 | 1,640,996 | {'zcp_synflow': 68.61329683801868, 'zcp_zen': 58.71949768066406, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.07984098792076111, 'zcp_flops': 54489216.0, 'zcp_grad_norm': 20.324878692626953, 'zcp_grasp': -0.02327728271484375, 'zcp_jacov': -16.055671959133186, 'zcp_l2_norm': 505.4128112792969, 'zcp_nwot': 209.... | |
FBNet_1604 | FBNet | 1604 | 1604 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_695[FLOAT, 16x3x3x3]
%onnx::Conv_696[FLOAT, 16]
%onnx::Conv_698[FLOAT, 48x16x1x1]
%onnx::Conv_699[FLOAT, 48]
%onnx::Conv_701[FLOAT, 48x1x5x5]
%onnx::Conv_704[FLOAT, 16x48x1x1]
%onnx::Conv_707[F... | val_accuracy | 0 | 86,516,864 | 2,222,532 | {'zcp_synflow': 85.21211018979055, 'zcp_zen': 75.83748626708984, 'zcp_epe_nas': 11.278773689957875, 'zcp_fisher': 0.23824511468410492, 'zcp_flops': 86516864.0, 'zcp_grad_norm': 35.12641143798828, 'zcp_grasp': -0.044322967529296875, 'zcp_jacov': -16.047501514649987, 'zcp_l2_norm': 709.0864868164062, 'zcp_nwot': 216.3642... | |
FBNet_4072 | FBNet | 4072 | 4072 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_769[FLOAT, 16x3x3x3]
%onnx::Conv_770[FLOAT, 16]
%onnx::Conv_772[FLOAT, 48x16x1x1]
%onnx::Conv_773[FLOAT, 48]
%onnx::Conv_775[FLOAT, 48x1x5x5]
%onnx::Conv_778[FLOAT, 16x48x1x1]
%onnx::Conv_781[F... | val_accuracy | 0 | 83,540,480 | 2,095,932 | {'zcp_synflow': 76.4964613324315, 'zcp_zen': 68.26704406738281, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.23836708068847656, 'zcp_flops': 83540480.0, 'zcp_grad_norm': 29.49294662475586, 'zcp_grasp': -0.36556243896484375, 'zcp_jacov': -16.064059658838644, 'zcp_l2_norm': 615.5392456054688, 'zcp_nwot': 215.47... | |
FBNet_4530 | FBNet | 4530 | 4530 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_651[FLOAT, 16x3x3x3]
%onnx::Conv_652[FLOAT, 16]
%onnx::Conv_654[FLOAT, 96x16x1x1]
%onnx::Conv_655[FLOAT, 96]
%onnx::Conv_657[FLOAT, 96x1x5x5]
%onnx::Conv_660[FLOAT, 16x96x1x1]
%onnx::Conv_663[F... | val_accuracy | 0 | 70,458,496 | 1,960,052 | {'zcp_synflow': 71.6572627554298, 'zcp_zen': 63.552879333496094, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.13901016116142273, 'zcp_flops': 70458496.0, 'zcp_grad_norm': 25.314590454101562, 'zcp_grasp': -0.22984695434570312, 'zcp_jacov': -16.05331191697255, 'zcp_l2_norm': 578.187744140625, 'zcp_nwot': 211.16... | |
FBNet_2075 | FBNet | 2075 | 2075 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_622[FLOAT, 16x3x3x3]
%onnx::Conv_623[FLOAT, 16]
%onnx::Conv_625[FLOAT, 16x16x1x1]
%onnx::Conv_628[FLOAT, 16x1x5x5]
%onnx::Conv_631[FLOAT, 16x16x1x1]
%onnx::Conv_634[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 56,344,960 | 1,981,764 | {'zcp_synflow': 75.79197504674478, 'zcp_zen': 65.18639373779297, 'zcp_epe_nas': 5.838981649282895, 'zcp_fisher': 0.09937311708927155, 'zcp_flops': 56344960.0, 'zcp_grad_norm': 23.05716323852539, 'zcp_grasp': -0.06836128234863281, 'zcp_jacov': -16.05851043007763, 'zcp_l2_norm': 592.0376586914062, 'zcp_nwot': 207.6044139... | |
FBNet_307 | FBNet | 307 | 307 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_613[FLOAT, 16x3x3x3]
%onnx::Conv_614[FLOAT, 16]
%onnx::Conv_616[FLOAT, 96x16x1x1]
%onnx::Conv_617[FLOAT, 96]
%onnx::Conv_619[FLOAT, 96x1x3x3]
%onnx::Conv_622[FLOAT, 16x96x1x1]
%onnx::Conv_625[F... | val_accuracy | 0 | 78,390,144 | 2,406,092 | {'zcp_synflow': 81.99246909300852, 'zcp_zen': 72.36370849609375, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1224769800901413, 'zcp_flops': 78390144.0, 'zcp_grad_norm': 26.32333755493164, 'zcp_grasp': -0.33087158203125, 'zcp_jacov': -16.057862992234547, 'zcp_l2_norm': 699.5054321289062, 'zcp_nwot': 211.54754... | |
FBNet_73 | FBNet | 73 | 73 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_569[FLOAT, 16x3x3x3]
%onnx::Conv_570[FLOAT, 16]
%onnx::Conv_572[FLOAT, 16x8x1x1]
%onnx::Conv_575[FLOAT, 16x1x3x3]
%onnx::Conv_578[FLOAT, 16x8x1x1]
%onnx::Conv_581[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 65,261,056 | 1,895,900 | {'zcp_synflow': 68.93118905320381, 'zcp_zen': 59.017578125, 'zcp_epe_nas': 15.877983958431974, 'zcp_fisher': 0.04457683861255646, 'zcp_flops': 65261056.0, 'zcp_grad_norm': 18.76033592224121, 'zcp_grasp': -0.015143394470214844, 'zcp_jacov': -16.05013842333023, 'zcp_l2_norm': 544.3856811523438, 'zcp_nwot': 209.0029614136... | |
FBNet_1523 | FBNet | 1523 | 1523 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_667[FLOAT, 16x3x3x3]
%onnx::Conv_668[FLOAT, 16]
%onnx::Conv_670[FLOAT, 16x8x1x1]
%onnx::Conv_673[FLOAT, 16x1x3x3]
%onnx::Conv_676[FLOAT, 16x8x1x1]
%onnx::Conv_679[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 86,665,600 | 2,210,204 | {'zcp_synflow': 80.80918186209149, 'zcp_zen': 71.32733154296875, 'zcp_epe_nas': 17.641774319685073, 'zcp_fisher': 0.1637762486934662, 'zcp_flops': 86665600.0, 'zcp_grad_norm': 29.637399673461914, 'zcp_grasp': 0.005390167236328125, 'zcp_jacov': -16.059959237778152, 'zcp_l2_norm': 669.4696044921875, 'zcp_nwot': 215.44262... | |
FBNet_768 | FBNet | 768 | 768 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_678[FLOAT, 16x3x3x3]
%onnx::Conv_679[FLOAT, 16]
%onnx::Conv_681[FLOAT, 16x8x1x1]
%onnx::Conv_684[FLOAT, 16x1x5x5]
%onnx::Conv_687[FLOAT, 16x8x1x1]
%onnx::Conv_690[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 59,020,160 | 1,857,156 | {'zcp_synflow': 71.84280470983647, 'zcp_zen': 62.557945251464844, 'zcp_epe_nas': 11.601880967080385, 'zcp_fisher': 0.07879749685525894, 'zcp_flops': 59020160.0, 'zcp_grad_norm': 21.606355667114258, 'zcp_grasp': 0.0004749298095703125, 'zcp_jacov': -16.068019713356797, 'zcp_l2_norm': 562.8466796875, 'zcp_nwot': 209.58425... | |
FBNet_3531 | FBNet | 3531 | 3531 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_577[FLOAT, 16x3x3x3]
%onnx::Conv_578[FLOAT, 16]
%onnx::Conv_580[FLOAT, 16x16x1x1]
%onnx::Conv_583[FLOAT, 16x1x5x5]
%onnx::Conv_586[FLOAT, 16x16x1x1]
%onnx::Conv_589[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 88,932,224 | 2,445,316 | {'zcp_synflow': 72.95692860811248, 'zcp_zen': 64.07454681396484, 'zcp_epe_nas': 10.028392449947253, 'zcp_fisher': 0.10712198168039322, 'zcp_flops': 88932224.0, 'zcp_grad_norm': 20.186874389648438, 'zcp_grasp': -0.07990169525146484, 'zcp_jacov': -16.054545784770895, 'zcp_l2_norm': 637.5703735351562, 'zcp_nwot': 215.6726... | |
FBNet_3409 | FBNet | 3409 | 3409 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_696[FLOAT, 16x3x3x3]
%onnx::Conv_697[FLOAT, 16]
%onnx::Conv_699[FLOAT, 16x8x1x1]
%onnx::Conv_702[FLOAT, 16x1x5x5]
%onnx::Conv_705[FLOAT, 16x8x1x1]
%onnx::Conv_708[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 81,339,264 | 2,591,196 | {'zcp_synflow': 81.14917440093608, 'zcp_zen': 73.0303955078125, 'zcp_epe_nas': 15.927021549794286, 'zcp_fisher': 0.1390276700258255, 'zcp_flops': 81339264.0, 'zcp_grad_norm': 28.084260940551758, 'zcp_grasp': -0.001708984375, 'zcp_jacov': -16.062695122181076, 'zcp_l2_norm': 708.3450317382812, 'zcp_nwot': 213.06082189908... | |
FBNet_2926 | FBNet | 2926 | 2926 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_686[FLOAT, 16x3x3x3]
%onnx::Conv_687[FLOAT, 16]
%onnx::Conv_689[FLOAT, 48x16x1x1]
%onnx::Conv_690[FLOAT, 48]
%onnx::Conv_692[FLOAT, 48x1x5x5]
%onnx::Conv_695[FLOAT, 24x48x1x1]
%onnx::Conv_696[F... | val_accuracy | 0 | 45,626,496 | 1,670,444 | {'zcp_synflow': 69.9167833975955, 'zcp_zen': 62.90117263793945, 'zcp_epe_nas': 23.68429481126309, 'zcp_fisher': 0.05859559029340744, 'zcp_flops': 45626496.0, 'zcp_grad_norm': 18.236661911010742, 'zcp_grasp': 0.017566680908203125, 'zcp_jacov': -16.05602193461055, 'zcp_l2_norm': 541.0162963867188, 'zcp_nwot': 202.2942204... | |
FBNet_4197 | FBNet | 4197 | 4197 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_670[FLOAT, 16x3x3x3]
%onnx::Conv_671[FLOAT, 16]
%onnx::Conv_673[FLOAT, 16x8x1x1]
%onnx::Conv_676[FLOAT, 16x1x5x5]
%onnx::Conv_679[FLOAT, 16x8x1x1]
%onnx::Conv_682[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 65,157,248 | 1,881,772 | {'zcp_synflow': 77.56999209851331, 'zcp_zen': 68.25639343261719, 'zcp_epe_nas': 18.775763836968423, 'zcp_fisher': 0.12732712924480438, 'zcp_flops': 65157248.0, 'zcp_grad_norm': 26.11075210571289, 'zcp_grasp': -0.02881622314453125, 'zcp_jacov': -16.05192657310107, 'zcp_l2_norm': 628.2941284179688, 'zcp_nwot': 210.101524... | |
FBNet_624 | FBNet | 624 | 624 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_651[FLOAT, 16x3x3x3]
%onnx::Conv_652[FLOAT, 16]
%onnx::Conv_654[FLOAT, 96x16x1x1]
%onnx::Conv_655[FLOAT, 96]
%onnx::Conv_657[FLOAT, 96x1x3x3]
%onnx::Conv_660[FLOAT, 16x96x1x1]
%onnx::Conv_663[F... | val_accuracy | 0 | 58,285,312 | 1,501,412 | {'zcp_synflow': 78.79970549683688, 'zcp_zen': 66.34237670898438, 'zcp_epe_nas': 18.692194999753593, 'zcp_fisher': 0.13068647682666779, 'zcp_flops': 58285312.0, 'zcp_grad_norm': 23.354042053222656, 'zcp_grasp': -0.041652679443359375, 'zcp_jacov': -16.06468220071104, 'zcp_l2_norm': 581.4013671875, 'zcp_nwot': 210.3767661... | |
FBNet_4920 | FBNet | 4920 | 4920 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_658[FLOAT, 16x3x3x3]
%onnx::Conv_659[FLOAT, 16]
%onnx::Conv_661[FLOAT, 16x8x1x1]
%onnx::Conv_664[FLOAT, 16x1x3x3]
%onnx::Conv_667[FLOAT, 16x8x1x1]
%onnx::Conv_670[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 68,695,424 | 1,711,620 | {'zcp_synflow': 76.8615255736478, 'zcp_zen': 66.63663482666016, 'zcp_epe_nas': 14.15105505836831, 'zcp_fisher': 0.0730937197804451, 'zcp_flops': 68695424.0, 'zcp_grad_norm': 24.55801010131836, 'zcp_grasp': -0.17355918884277344, 'zcp_jacov': -16.04876776692305, 'zcp_l2_norm': 601.70263671875, 'zcp_nwot': 211.27033988060... | |
FBNet_591 | FBNet | 591 | 591 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_669[FLOAT, 16x3x3x3]
%onnx::Conv_670[FLOAT, 16]
%onnx::Conv_672[FLOAT, 16x16x1x1]
%onnx::Conv_675[FLOAT, 16x1x3x3]
%onnx::Conv_678[FLOAT, 16x16x1x1]
%onnx::Conv_681[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 44,034,688 | 1,669,060 | {'zcp_synflow': 69.12914884316403, 'zcp_zen': 60.05060958862305, 'zcp_epe_nas': 6.36738739641051, 'zcp_fisher': 0.06355752050876617, 'zcp_flops': 44034688.0, 'zcp_grad_norm': 17.642459869384766, 'zcp_grasp': 0.030877113342285156, 'zcp_jacov': -16.056767228450177, 'zcp_l2_norm': 520.5380859375, 'zcp_nwot': 203.072728895... | |
FBNet_4046 | FBNet | 4046 | 4046 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_615[FLOAT, 16x3x3x3]
%onnx::Conv_616[FLOAT, 16]
%onnx::Conv_618[FLOAT, 96x16x1x1]
%onnx::Conv_619[FLOAT, 96]
%onnx::Conv_621[FLOAT, 96x1x3x3]
%onnx::Conv_624[FLOAT, 16x96x1x1]
%onnx::Conv_627[F... | val_accuracy | 0 | 43,216,768 | 1,173,940 | {'zcp_synflow': 60.2942691839112, 'zcp_zen': 52.38585662841797, 'zcp_epe_nas': 16.320425320738885, 'zcp_fisher': 0.07050113379955292, 'zcp_flops': 43216768.0, 'zcp_grad_norm': 16.517057418823242, 'zcp_grasp': -0.060973167419433594, 'zcp_jacov': -16.05426273373708, 'zcp_l2_norm': 443.16180419921875, 'zcp_nwot': 208.7012... | |
FBNet_4831 | FBNet | 4831 | 4831 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_631[FLOAT, 16x3x3x3]
%onnx::Conv_632[FLOAT, 16]
%onnx::Conv_634[FLOAT, 48x16x1x1]
%onnx::Conv_635[FLOAT, 48]
%onnx::Conv_637[FLOAT, 48x1x5x5]
%onnx::Conv_640[FLOAT, 16x48x1x1]
%onnx::Conv_643[F... | val_accuracy | 0 | 86,913,152 | 1,832,012 | {'zcp_synflow': 79.47276352067566, 'zcp_zen': 68.88404846191406, 'zcp_epe_nas': 6.4892919606390445, 'zcp_fisher': 0.12531417608261108, 'zcp_flops': 86913152.0, 'zcp_grad_norm': 24.266096115112305, 'zcp_grasp': -0.1215972900390625, 'zcp_jacov': -16.05403384544669, 'zcp_l2_norm': 644.1441040039062, 'zcp_nwot': 218.623662... | |
FBNet_976 | FBNet | 976 | 976 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_597[FLOAT, 16x3x3x3]
%onnx::Conv_598[FLOAT, 16]
%onnx::Conv_600[FLOAT, 16x8x1x1]
%onnx::Conv_603[FLOAT, 16x1x3x3]
%onnx::Conv_606[FLOAT, 16x8x1x1]
%onnx::Conv_609[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 55,575,680 | 1,587,692 | {'zcp_synflow': 62.00459912406989, 'zcp_zen': 55.60196304321289, 'zcp_epe_nas': 27.5485744025104, 'zcp_fisher': 0.0576866939663887, 'zcp_flops': 55575680.0, 'zcp_grad_norm': 16.998563766479492, 'zcp_grasp': -0.07044410705566406, 'zcp_jacov': -16.04504680295001, 'zcp_l2_norm': 506.84027099609375, 'zcp_nwot': 210.8193093... | |
FBNet_4424 | FBNet | 4424 | 4424 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_715[FLOAT, 16x3x3x3]
%onnx::Conv_716[FLOAT, 16]
%onnx::Conv_718[FLOAT, 48x16x1x1]
%onnx::Conv_719[FLOAT, 48]
%onnx::Conv_721[FLOAT, 48x1x3x3]
%onnx::Conv_724[FLOAT, 16x48x1x1]
%onnx::Conv_727[F... | val_accuracy | 0 | 83,384,448 | 2,116,084 | {'zcp_synflow': 72.48373293537803, 'zcp_zen': 66.24383544921875, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11891056597232819, 'zcp_flops': 83384448.0, 'zcp_grad_norm': 23.920825958251953, 'zcp_grasp': -0.014627456665039062, 'zcp_jacov': -16.0564378798432, 'zcp_l2_norm': 609.665283203125, 'zcp_nwot': 213.99... | |
FBNet_1049 | FBNet | 1049 | 1049 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_695[FLOAT, 16x3x3x3]
%onnx::Conv_696[FLOAT, 16]
%onnx::Conv_698[FLOAT, 48x16x1x1]
%onnx::Conv_699[FLOAT, 48]
%onnx::Conv_701[FLOAT, 48x1x5x5]
%onnx::Conv_704[FLOAT, 16x48x1x1]
%onnx::Conv_707[F... | val_accuracy | 0 | 65,649,792 | 1,820,716 | {'zcp_synflow': 84.89180702052742, 'zcp_zen': 73.57553100585938, 'zcp_epe_nas': 10.929002565369824, 'zcp_fisher': 0.18323476612567902, 'zcp_flops': 65649792.0, 'zcp_grad_norm': 27.448566436767578, 'zcp_grasp': -0.20920944213867188, 'zcp_jacov': -16.055320375057125, 'zcp_l2_norm': 665.3720703125, 'zcp_nwot': 210.7083278... | |
FBNet_4817 | FBNet | 4817 | 4817 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_687[FLOAT, 16x3x3x3]
%onnx::Conv_688[FLOAT, 16]
%onnx::Conv_690[FLOAT, 16x8x1x1]
%onnx::Conv_693[FLOAT, 16x1x3x3]
%onnx::Conv_696[FLOAT, 16x8x1x1]
%onnx::Conv_699[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 58,306,432 | 1,559,996 | {'zcp_synflow': 78.62211226141828, 'zcp_zen': 67.03286743164062, 'zcp_epe_nas': 6.33637833135894, 'zcp_fisher': 0.14157626032829285, 'zcp_flops': 58306432.0, 'zcp_grad_norm': 22.525714874267578, 'zcp_grasp': 0.07752227783203125, 'zcp_jacov': -16.06952691591237, 'zcp_l2_norm': 594.0748901367188, 'zcp_nwot': 207.37430541... | |
FBNet_2473 | FBNet | 2473 | 2473 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_667[FLOAT, 16x3x3x3]
%onnx::Conv_668[FLOAT, 16]
%onnx::Conv_670[FLOAT, 16x8x1x1]
%onnx::Conv_673[FLOAT, 16x1x3x3]
%onnx::Conv_676[FLOAT, 16x8x1x1]
%onnx::Conv_679[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 72,225,920 | 1,831,492 | {'zcp_synflow': 80.8510497218249, 'zcp_zen': 71.32038879394531, 'zcp_epe_nas': 17.571540604286298, 'zcp_fisher': 0.14757999777793884, 'zcp_flops': 72225920.0, 'zcp_grad_norm': 26.940732955932617, 'zcp_grasp': -0.05698966979980469, 'zcp_jacov': -16.061065577234594, 'zcp_l2_norm': 650.298095703125, 'zcp_nwot': 215.160611... | |
FBNet_3541 | FBNet | 3541 | 3541 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_634[FLOAT, 16x3x3x3]
%onnx::Conv_635[FLOAT, 16]
%onnx::Conv_637[FLOAT, 48x16x1x1]
%onnx::Conv_638[FLOAT, 48]
%onnx::Conv_640[FLOAT, 48x1x5x5]
%onnx::Conv_643[FLOAT, 16x48x1x1]
%onnx::Conv_646[F... | val_accuracy | 0 | 66,351,232 | 1,650,484 | {'zcp_synflow': 78.76030489185978, 'zcp_zen': 66.72696685791016, 'zcp_epe_nas': 9.362565043092344, 'zcp_fisher': 0.09451635181903839, 'zcp_flops': 66351232.0, 'zcp_grad_norm': 22.298614501953125, 'zcp_grasp': 0.017002105712890625, 'zcp_jacov': -16.04998550019865, 'zcp_l2_norm': 599.904296875, 'zcp_nwot': 212.7835036092... | |
FBNet_4851 | FBNet | 4851 | 4851 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_641[FLOAT, 16x3x3x3]
%onnx::Conv_642[FLOAT, 16]
%onnx::Conv_644[FLOAT, 16x16x1x1]
%onnx::Conv_647[FLOAT, 16x1x3x3]
%onnx::Conv_650[FLOAT, 24x16x1x1]
%onnx::Conv_651[FLOAT, 24]
%onnx::Conv_653[F... | val_accuracy | 0 | 55,979,520 | 2,189,420 | {'zcp_synflow': 74.69438148186907, 'zcp_zen': 65.67754364013672, 'zcp_epe_nas': 5.192194401729585, 'zcp_fisher': 0.06269396096467972, 'zcp_flops': 55979520.0, 'zcp_grad_norm': 18.030277252197266, 'zcp_grasp': -0.03856849670410156, 'zcp_jacov': -16.11716986462006, 'zcp_l2_norm': 604.5126953125, 'zcp_nwot': 205.620166479... | |
FBNet_2914 | FBNet | 2914 | 2914 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_576[FLOAT, 16x3x3x3]
%onnx::Conv_577[FLOAT, 16]
%onnx::Conv_579[FLOAT, 48x16x1x1]
%onnx::Conv_580[FLOAT, 48]
%onnx::Conv_582[FLOAT, 48x1x5x5]
%onnx::Conv_585[FLOAT, 16x48x1x1]
%onnx::Conv_588[F... | val_accuracy | 0 | 84,016,000 | 2,672,316 | {'zcp_synflow': 77.54000815330863, 'zcp_zen': 69.54060363769531, 'zcp_epe_nas': 33.66601130004994, 'zcp_fisher': 0.09900016337633133, 'zcp_flops': 84016000.0, 'zcp_grad_norm': 22.263874053955078, 'zcp_grasp': -0.022739410400390625, 'zcp_jacov': -16.057733628969903, 'zcp_l2_norm': 683.6270751953125, 'zcp_nwot': 212.2631... | |
FBNet_1619 | FBNet | 1619 | 1619 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_676[FLOAT, 16x3x3x3]
%onnx::Conv_677[FLOAT, 16]
%onnx::Conv_679[FLOAT, 16x8x1x1]
%onnx::Conv_682[FLOAT, 16x1x3x3]
%onnx::Conv_685[FLOAT, 16x8x1x1]
%onnx::Conv_688[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 66,235,776 | 1,689,596 | {'zcp_synflow': 73.14632019089242, 'zcp_zen': 65.00640869140625, 'zcp_epe_nas': 5.849681685330725, 'zcp_fisher': 0.09445938467979431, 'zcp_flops': 66235776.0, 'zcp_grad_norm': 18.732200622558594, 'zcp_grasp': -0.07204627990722656, 'zcp_jacov': -16.06270800667419, 'zcp_l2_norm': 591.088623046875, 'zcp_nwot': 211.6112422... |
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