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_4924 | FBNet | 4924 | 4924 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_703[FLOAT, 16x3x3x3]
%onnx::Conv_704[FLOAT, 16]
%onnx::Conv_706[FLOAT, 16x8x1x1]
%onnx::Conv_709[FLOAT, 16x1x5x5]
%onnx::Conv_712[FLOAT, 16x8x1x1]
%onnx::Conv_715[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 74,699,392 | 2,133,052 | {'zcp_synflow': 77.89907159291953, 'zcp_zen': 70.61277770996094, 'zcp_epe_nas': 8.43931636281636, 'zcp_fisher': 0.1565728336572647, 'zcp_flops': 74699392.0, 'zcp_grad_norm': 25.163902282714844, 'zcp_grasp': -0.21435546875, 'zcp_jacov': -16.04736825096067, 'zcp_l2_norm': 663.7222290039062, 'zcp_nwot': 212.2607544191578,... | |
FBNet_4640 | FBNet | 4640 | 4640 | 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, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 74,147,456 | 1,976,500 | {'zcp_synflow': 82.59762280741629, 'zcp_zen': 72.37373352050781, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11599140614271164, 'zcp_flops': 74147456.0, 'zcp_grad_norm': 24.32544708251953, 'zcp_grasp': -0.08461380004882812, 'zcp_jacov': -16.04951288826483, 'zcp_l2_norm': 650.794921875, 'zcp_nwot': 214.768862... | |
FBNet_4889 | FBNet | 4889 | 4889 | 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, 48x16x1x1]
%onnx::Conv_634[FLOAT, 48]
%onnx::Conv_636[FLOAT, 48x1x3x3]
%onnx::Conv_639[FLOAT, 24x48x1x1]
%onnx::Conv_640[F... | val_accuracy | 0 | 77,415,808 | 2,326,476 | {'zcp_synflow': 82.5309040969133, 'zcp_zen': 72.55218505859375, 'zcp_epe_nas': 6.570449287434718, 'zcp_fisher': 0.11501649767160416, 'zcp_flops': 77415808.0, 'zcp_grad_norm': 21.668869018554688, 'zcp_grasp': -0.013709068298339844, 'zcp_jacov': -16.06820386174849, 'zcp_l2_norm': 686.1187133789062, 'zcp_nwot': 212.946117... | |
FBNet_1744 | FBNet | 1744 | 1744 | 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 | 69,532,800 | 1,833,396 | {'zcp_synflow': 81.00151682552332, 'zcp_zen': 70.72832489013672, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.16060179471969604, 'zcp_flops': 69532800.0, 'zcp_grad_norm': 25.518957138061523, 'zcp_grasp': -0.7189178466796875, 'zcp_jacov': -16.054173817441924, 'zcp_l2_norm': 641.1897583007812, 'zcp_nwot': 213.6... | |
FBNet_2118 | FBNet | 2118 | 2118 | 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, 96x16x1x1]
%onnx::Conv_626[FLOAT, 96]
%onnx::Conv_628[FLOAT, 96x1x3x3]
%onnx::Conv_631[FLOAT, 16x96x1x1]
%onnx::Conv_634[F... | val_accuracy | 0 | 63,983,488 | 1,681,052 | {'zcp_synflow': 78.4055229454222, 'zcp_zen': 66.96976470947266, 'zcp_epe_nas': 12.399530951803351, 'zcp_fisher': 0.14892186224460602, 'zcp_flops': 63983488.0, 'zcp_grad_norm': 22.675832748413086, 'zcp_grasp': -0.4149608612060547, 'zcp_jacov': -16.07879879224658, 'zcp_l2_norm': 591.436279296875, 'zcp_nwot': 213.24578005... | |
FBNet_3060 | FBNet | 3060 | 3060 | 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, 96x16x1x1]
%onnx::Conv_618[FLOAT, 96]
%onnx::Conv_620[FLOAT, 96x1x5x5]
%onnx::Conv_623[FLOAT, 16x96x1x1]
%onnx::Conv_626[F... | val_accuracy | 0 | 89,349,760 | 2,305,964 | {'zcp_synflow': 80.09361736096291, 'zcp_zen': 69.13285827636719, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1393628865480423, 'zcp_flops': 89349760.0, 'zcp_grad_norm': 24.19607925415039, 'zcp_grasp': -0.6269760131835938, 'zcp_jacov': -16.05194956558284, 'zcp_l2_norm': 662.1394653320312, 'zcp_nwot': 214.8837... | |
FBNet_4771 | FBNet | 4771 | 4771 | 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, 96x1x5x5]
%onnx::Conv_687[FLOAT, 16x96x1x1]
%onnx::Conv_690[F... | val_accuracy | 0 | 65,905,792 | 1,850,804 | {'zcp_synflow': 74.45914513395928, 'zcp_zen': 65.81018829345703, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1806827336549759, 'zcp_flops': 65905792.0, 'zcp_grad_norm': 26.138343811035156, 'zcp_grasp': -0.3742866516113281, 'zcp_jacov': -16.069036510659764, 'zcp_l2_norm': 595.3342895507812, 'zcp_nwot': 210.59... | |
FBNet_2978 | FBNet | 2978 | 2978 | 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, 16x16x1x1]
%onnx::Conv_765[FLOAT, 16x1x5x5]
%onnx::Conv_768[FLOAT, 16x16x1x1]
%onnx::Conv_771[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 47,598,976 | 1,381,932 | {'zcp_synflow': 73.81326985261533, 'zcp_zen': 64.21788024902344, 'zcp_epe_nas': 18.820997031323483, 'zcp_fisher': 0.1098727211356163, 'zcp_flops': 47598976.0, 'zcp_grad_norm': 25.36748504638672, 'zcp_grasp': -0.03985023498535156, 'zcp_jacov': -16.063570404960046, 'zcp_l2_norm': 543.2626953125, 'zcp_nwot': 207.663697245... | |
FBNet_2426 | FBNet | 2426 | 2426 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_734[FLOAT, 16x3x3x3]
%onnx::Conv_735[FLOAT, 16]
%onnx::Conv_737[FLOAT, 16x8x1x1]
%onnx::Conv_740[FLOAT, 16x1x5x5]
%onnx::Conv_743[FLOAT, 16x8x1x1]
%onnx::Conv_746[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 74,623,104 | 1,715,716 | {'zcp_synflow': 68.94106884809352, 'zcp_zen': 61.849754333496094, 'zcp_epe_nas': 7.152478175373565, 'zcp_fisher': 0.09083037823438644, 'zcp_flops': 74623104.0, 'zcp_grad_norm': 23.354724884033203, 'zcp_grasp': 0.0077342987060546875, 'zcp_jacov': -16.059575926471858, 'zcp_l2_norm': 538.6926879882812, 'zcp_nwot': 216.062... | |
FBNet_873 | FBNet | 873 | 873 | 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 | 77,806,720 | 2,044,812 | {'zcp_synflow': 81.12326995173713, 'zcp_zen': 71.46871185302734, 'zcp_epe_nas': 8.297040847397502, 'zcp_fisher': 0.1875540018081665, 'zcp_flops': 77806720.0, 'zcp_grad_norm': 22.163131713867188, 'zcp_grasp': 0.0687255859375, 'zcp_jacov': -16.05231173872607, 'zcp_l2_norm': 670.9891967773438, 'zcp_nwot': 213.350182323857... | |
FBNet_127 | FBNet | 127 | 127 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_768[FLOAT, 16x3x3x3]
%onnx::Conv_769[FLOAT, 16]
%onnx::Conv_771[FLOAT, 96x16x1x1]
%onnx::Conv_772[FLOAT, 96]
%onnx::Conv_774[FLOAT, 96x1x5x5]
%onnx::Conv_777[FLOAT, 16x96x1x1]
%onnx::Conv_780[F... | val_accuracy | 0 | 75,786,112 | 2,181,796 | {'zcp_synflow': 78.60491461786431, 'zcp_zen': 72.14070129394531, 'zcp_epe_nas': 16.875473245505738, 'zcp_fisher': 0.18045279383659363, 'zcp_flops': 75786112.0, 'zcp_grad_norm': 28.619937896728516, 'zcp_grasp': -0.23681640625, 'zcp_jacov': -16.05690921694754, 'zcp_l2_norm': 664.7483520507812, 'zcp_nwot': 212.23080900600... | |
FBNet_3485 | FBNet | 3485 | 3485 | 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, 48x16x1x1]
%onnx::Conv_680[FLOAT, 48]
%onnx::Conv_682[FLOAT, 48x1x3x3]
%onnx::Conv_685[FLOAT, 16x48x1x1]
%onnx::Conv_688[F... | val_accuracy | 0 | 47,687,040 | 1,572,516 | {'zcp_synflow': 73.30521690852835, 'zcp_zen': 63.072471618652344, 'zcp_epe_nas': 7.754109169371624, 'zcp_fisher': 0.11267126351594925, 'zcp_flops': 47687040.0, 'zcp_grad_norm': 23.091533660888672, 'zcp_grasp': -0.00634002685546875, 'zcp_jacov': -16.059510407077898, 'zcp_l2_norm': 550.7718505859375, 'zcp_nwot': 206.2605... | |
FBNet_1568 | FBNet | 1568 | 1568 | 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, 16x1x5x5]
%onnx::Conv_686[FLOAT, 16x16x1x1]
%onnx::Conv_689[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 65,187,200 | 1,327,388 | {'zcp_synflow': 72.2635907550742, 'zcp_zen': 63.58768844604492, 'zcp_epe_nas': 7.1558327648049325, 'zcp_fisher': 0.0917033702135086, 'zcp_flops': 65187200.0, 'zcp_grad_norm': 23.125324249267578, 'zcp_grasp': 0.08304214477539062, 'zcp_jacov': -16.066632381758453, 'zcp_l2_norm': 558.7664184570312, 'zcp_nwot': 214.0801542... | |
FBNet_22 | FBNet | 22 | 22 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_606[FLOAT, 16x3x3x3]
%onnx::Conv_607[FLOAT, 16]
%onnx::Conv_609[FLOAT, 16x16x1x1]
%onnx::Conv_612[FLOAT, 16x1x3x3]
%onnx::Conv_615[FLOAT, 24x16x1x1]
%onnx::Conv_616[FLOAT, 24]
%onnx::Conv_618[F... | val_accuracy | 0 | 58,203,008 | 1,860,204 | {'zcp_synflow': 74.5525551245383, 'zcp_zen': 65.06083679199219, 'zcp_epe_nas': 15.373548652096, 'zcp_fisher': 0.05859427899122238, 'zcp_flops': 58203008.0, 'zcp_grad_norm': 17.82573890686035, 'zcp_grasp': 0.035561561584472656, 'zcp_jacov': -16.058027933181407, 'zcp_l2_norm': 611.1372680664062, 'zcp_nwot': 206.547725752... | |
FBNet_2936 | FBNet | 2936 | 2936 | 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, 16x8x1x1]
%onnx::Conv_701[FLOAT, 16x1x3x3]
%onnx::Conv_704[FLOAT, 16x8x1x1]
%onnx::Conv_707[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 80,253,824 | 2,344,508 | {'zcp_synflow': 83.70716490331355, 'zcp_zen': 75.48120880126953, 'zcp_epe_nas': 24.28508515396585, 'zcp_fisher': 0.16492517292499542, 'zcp_flops': 80253824.0, 'zcp_grad_norm': 25.28360366821289, 'zcp_grasp': -0.05890846252441406, 'zcp_jacov': -16.060671803882233, 'zcp_l2_norm': 717.1670532226562, 'zcp_nwot': 213.993351... | |
FBNet_1669 | FBNet | 1669 | 1669 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_690[FLOAT, 16x3x3x3]
%onnx::Conv_691[FLOAT, 16]
%onnx::Conv_693[FLOAT, 96x16x1x1]
%onnx::Conv_694[FLOAT, 96]
%onnx::Conv_696[FLOAT, 96x1x5x5]
%onnx::Conv_699[FLOAT, 16x96x1x1]
%onnx::Conv_702[F... | val_accuracy | 0 | 83,338,368 | 1,894,796 | {'zcp_synflow': 73.49614481696216, 'zcp_zen': 65.64171600341797, 'zcp_epe_nas': 17.400065855354523, 'zcp_fisher': 0.13407568633556366, 'zcp_flops': 83338368.0, 'zcp_grad_norm': 26.60150718688965, 'zcp_grasp': -0.27791595458984375, 'zcp_jacov': -16.0439628468719, 'zcp_l2_norm': 612.0596923828125, 'zcp_nwot': 215.1164576... | |
FBNet_629 | FBNet | 629 | 629 | 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, 16x1x3x3]
%onnx::Conv_696[FLOAT, 16x16x1x1]
%onnx::Conv_699[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 68,298,624 | 1,590,476 | {'zcp_synflow': 76.06163544566019, 'zcp_zen': 66.19113159179688, 'zcp_epe_nas': 22.932172878920138, 'zcp_fisher': 0.18984933197498322, 'zcp_flops': 68298624.0, 'zcp_grad_norm': 21.79640769958496, 'zcp_grasp': -0.029645919799804688, 'zcp_jacov': -16.07802476089226, 'zcp_l2_norm': 597.1907958984375, 'zcp_nwot': 211.14650... | |
FBNet_2987 | FBNet | 2987 | 2987 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_750[FLOAT, 16x3x3x3]
%onnx::Conv_751[FLOAT, 16]
%onnx::Conv_753[FLOAT, 16x8x1x1]
%onnx::Conv_756[FLOAT, 16x1x5x5]
%onnx::Conv_759[FLOAT, 16x8x1x1]
%onnx::Conv_762[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 52,062,848 | 1,492,644 | {'zcp_synflow': 68.61825673715964, 'zcp_zen': 60.849212646484375, 'zcp_epe_nas': 15.995908451178105, 'zcp_fisher': 0.08713539689779282, 'zcp_flops': 52062848.0, 'zcp_grad_norm': 23.480735778808594, 'zcp_grasp': -0.04129219055175781, 'zcp_jacov': -16.051646732617844, 'zcp_l2_norm': 511.00604248046875, 'zcp_nwot': 208.95... | |
FBNet_1665 | FBNet | 1665 | 1665 | 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 | 39,636,864 | 1,200,076 | {'zcp_synflow': 73.96011891207232, 'zcp_zen': 62.77631759643555, 'zcp_epe_nas': 16.832492736692014, 'zcp_fisher': 0.11935795098543167, 'zcp_flops': 39636864.0, 'zcp_grad_norm': 20.24577522277832, 'zcp_grasp': -0.0057964324951171875, 'zcp_jacov': -16.055020991145703, 'zcp_l2_norm': 516.763427734375, 'zcp_nwot': 204.3736... | |
FBNet_2381 | FBNet | 2381 | 2381 | 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, 48x16x1x1]
%onnx::Conv_663[FLOAT, 48]
%onnx::Conv_665[FLOAT, 48x1x3x3]
%onnx::Conv_668[FLOAT, 16x48x1x1]
%onnx::Conv_671[F... | val_accuracy | 0 | 84,067,968 | 2,520,540 | {'zcp_synflow': 82.69001236925207, 'zcp_zen': 72.16889953613281, 'zcp_epe_nas': 24.776724630670312, 'zcp_fisher': 0.20904220640659332, 'zcp_flops': 84067968.0, 'zcp_grad_norm': 27.758460998535156, 'zcp_grasp': -0.08462905883789062, 'zcp_jacov': -16.052335177020325, 'zcp_l2_norm': 679.1284790039062, 'zcp_nwot': 215.5052... | |
FBNet_3631 | FBNet | 3631 | 3631 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_662[FLOAT, 16x3x3x3]
%onnx::Conv_663[FLOAT, 16]
%onnx::Conv_665[FLOAT, 16x8x1x1]
%onnx::Conv_668[FLOAT, 16x1x5x5]
%onnx::Conv_671[FLOAT, 24x8x1x1]
%onnx::Conv_672[FLOAT, 24]
%onnx::Conv_674[FLO... | val_accuracy | 0 | 58,224,256 | 1,589,788 | {'zcp_synflow': 70.89687000731197, 'zcp_zen': 60.59416198730469, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.049957919865846634, 'zcp_flops': 58224256.0, 'zcp_grad_norm': 13.85365104675293, 'zcp_grasp': 0.04513740539550781, 'zcp_jacov': -16.05926205138813, 'zcp_l2_norm': 542.2340698242188, 'zcp_nwot': 205.61... | |
FBNet_977 | FBNet | 977 | 977 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_570[FLOAT, 16x3x3x3]
%onnx::Conv_571[FLOAT, 16]
%onnx::Conv_573[FLOAT, 48x16x1x1]
%onnx::Conv_574[FLOAT, 48]
%onnx::Conv_576[FLOAT, 48x1x3x3]
%onnx::Conv_579[FLOAT, 16x48x1x1]
%onnx::Conv_582[F... | val_accuracy | 0 | 56,275,328 | 1,570,036 | {'zcp_synflow': 66.65868089354227, 'zcp_zen': 58.0468635559082, 'zcp_epe_nas': 28.26971929751794, 'zcp_fisher': 0.06337349116802216, 'zcp_flops': 56275328.0, 'zcp_grad_norm': 17.93061065673828, 'zcp_grasp': 0.02790355682373047, 'zcp_jacov': -16.04469733303794, 'zcp_l2_norm': 534.3963623046875, 'zcp_nwot': 208.803794916... | |
FBNet_1456 | FBNet | 1456 | 1456 | 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, 48x1x3x3]
%onnx::Conv_696[FLOAT, 16x48x1x1]
%onnx::Conv_699[F... | val_accuracy | 0 | 85,288,064 | 1,884,116 | {'zcp_synflow': 78.52342729411869, 'zcp_zen': 70.81256103515625, 'zcp_epe_nas': 23.349216918150884, 'zcp_fisher': 0.20525476336479187, 'zcp_flops': 85288064.0, 'zcp_grad_norm': 28.741716384887695, 'zcp_grasp': -0.18802261352539062, 'zcp_jacov': -16.04850339771908, 'zcp_l2_norm': 655.4381713867188, 'zcp_nwot': 219.48226... | |
FBNet_2725 | FBNet | 2725 | 2725 | 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, 16x16x1x1]
%onnx::Conv_657[FLOAT, 16x1x3x3]
%onnx::Conv_660[FLOAT, 16x16x1x1]
%onnx::Conv_663[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 62,757,504 | 1,873,684 | {'zcp_synflow': 79.60263600381207, 'zcp_zen': 68.39093017578125, 'zcp_epe_nas': 8.749251062495862, 'zcp_fisher': 0.10762377083301544, 'zcp_flops': 62757504.0, 'zcp_grad_norm': 19.915775299072266, 'zcp_grasp': 0.0023345947265625, 'zcp_jacov': -16.05211592776722, 'zcp_l2_norm': 613.3028564453125, 'zcp_nwot': 208.37917653... | |
FBNet_4854 | FBNet | 4854 | 4854 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_648[FLOAT, 16x3x3x3]
%onnx::Conv_649[FLOAT, 16]
%onnx::Conv_651[FLOAT, 16x16x1x1]
%onnx::Conv_654[FLOAT, 16x1x3x3]
%onnx::Conv_657[FLOAT, 24x16x1x1]
%onnx::Conv_658[FLOAT, 24]
%onnx::Conv_660[F... | val_accuracy | 0 | 88,809,344 | 2,445,268 | {'zcp_synflow': 81.71111739743966, 'zcp_zen': 73.83270263671875, 'zcp_epe_nas': 7.299595394917167, 'zcp_fisher': 0.1175716370344162, 'zcp_flops': 88809344.0, 'zcp_grad_norm': 22.936813354492188, 'zcp_grasp': 0.052028656005859375, 'zcp_jacov': -16.092916159675955, 'zcp_l2_norm': 716.5233764648438, 'zcp_nwot': 216.489256... | |
FBNet_4061 | FBNet | 4061 | 4061 | 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, 16x1x5x5]
%onnx::Conv_606[FLOAT, 24x8x1x1]
%onnx::Conv_607[FLOAT, 24]
%onnx::Conv_609[FLO... | val_accuracy | 0 | 56,243,584 | 1,305,364 | {'zcp_synflow': 63.64541742116945, 'zcp_zen': 54.712650299072266, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.03171515092253685, 'zcp_flops': 56243584.0, 'zcp_grad_norm': 15.755922317504883, 'zcp_grasp': -0.002586841583251953, 'zcp_jacov': -16.06861601552469, 'zcp_l2_norm': 463.97320556640625, 'zcp_nwot': 20... | |
FBNet_98 | FBNet | 98 | 98 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_616[FLOAT, 16x3x3x3]
%onnx::Conv_617[FLOAT, 16]
%onnx::Conv_619[FLOAT, 16x16x1x1]
%onnx::Conv_622[FLOAT, 16x1x5x5]
%onnx::Conv_625[FLOAT, 16x16x1x1]
%onnx::Conv_628[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 68,924,928 | 1,905,012 | {'zcp_synflow': 70.7334460635232, 'zcp_zen': 62.31986999511719, 'zcp_epe_nas': 15.066489614883968, 'zcp_fisher': 0.07275404036045074, 'zcp_flops': 68924928.0, 'zcp_grad_norm': 21.549598693847656, 'zcp_grasp': -0.02418994903564453, 'zcp_jacov': -16.055625680822715, 'zcp_l2_norm': 571.6337890625, 'zcp_nwot': 213.05902244... | |
FBNet_867 | FBNet | 867 | 867 | 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 | 84,025,728 | 2,159,276 | {'zcp_synflow': 79.9136404169015, 'zcp_zen': 68.33043670654297, 'zcp_epe_nas': 7.420656371263341, 'zcp_fisher': 0.14776551723480225, 'zcp_flops': 84025728.0, 'zcp_grad_norm': 25.375350952148438, 'zcp_grasp': -0.041660308837890625, 'zcp_jacov': -16.059133444666955, 'zcp_l2_norm': 632.8645629882812, 'zcp_nwot': 216.86899... | |
FBNet_2483 | FBNet | 2483 | 2483 | 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, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 76,309,120 | 2,055,316 | {'zcp_synflow': 83.56861032675428, 'zcp_zen': 74.57333374023438, 'zcp_epe_nas': 17.877022372353984, 'zcp_fisher': 0.21897007524967194, 'zcp_flops': 76309120.0, 'zcp_grad_norm': 28.238840103149414, 'zcp_grasp': -0.179229736328125, 'zcp_jacov': -16.06523806403315, 'zcp_l2_norm': 674.9060668945312, 'zcp_nwot': 213.3253188... | |
FBNet_4615 | FBNet | 4615 | 4615 | 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, 96x1x3x3]
%onnx::Conv_722[FLOAT, 16x96x1x1]
%onnx::Conv_725[F... | val_accuracy | 0 | 100,360,576 | 2,514,284 | {'zcp_synflow': 83.36304425976688, 'zcp_zen': 77.1395492553711, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.24749159812927246, 'zcp_flops': 100360576.0, 'zcp_grad_norm': 34.91120910644531, 'zcp_grasp': -1.0549087524414062, 'zcp_jacov': -16.06844230622861, 'zcp_l2_norm': 742.0388793945312, 'zcp_nwot': 218.137... | |
FBNet_1083 | FBNet | 1083 | 1083 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_712[FLOAT, 16x3x3x3]
%onnx::Conv_713[FLOAT, 16]
%onnx::Conv_715[FLOAT, 16x16x1x1]
%onnx::Conv_718[FLOAT, 16x1x5x5]
%onnx::Conv_721[FLOAT, 16x16x1x1]
%onnx::Conv_724[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 76,993,408 | 1,933,204 | {'zcp_synflow': 83.56968799078639, 'zcp_zen': 74.916259765625, 'zcp_epe_nas': 23.13211973948068, 'zcp_fisher': 0.1970348358154297, 'zcp_flops': 76993408.0, 'zcp_grad_norm': 28.509090423583984, 'zcp_grasp': -0.20929718017578125, 'zcp_jacov': -16.053661828744183, 'zcp_l2_norm': 695.3572387695312, 'zcp_nwot': 213.11666813... | |
FBNet_2064 | FBNet | 2064 | 2064 | 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, 16x1x3x3]
%onnx::Conv_641[FLOAT, 16x8x1x1]
%onnx::Conv_644[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 73,094,528 | 1,546,308 | {'zcp_synflow': 72.05931626082429, 'zcp_zen': 63.173866271972656, 'zcp_epe_nas': 6.509456140531739, 'zcp_fisher': 0.08784433454275131, 'zcp_flops': 73094528.0, 'zcp_grad_norm': 21.37310028076172, 'zcp_grasp': -0.0031604766845703125, 'zcp_jacov': -16.061071231659824, 'zcp_l2_norm': 562.6128540039062, 'zcp_nwot': 214.281... | |
FBNet_3391 | FBNet | 3391 | 3391 | 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, 96x16x1x1]
%onnx::Conv_601[FLOAT, 96]
%onnx::Conv_603[FLOAT, 96x1x3x3]
%onnx::Conv_606[FLOAT, 16x96x1x1]
%onnx::Conv_609[F... | val_accuracy | 0 | 68,934,784 | 1,662,092 | {'zcp_synflow': 70.82944233234227, 'zcp_zen': 61.49188232421875, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1240704208612442, 'zcp_flops': 68934784.0, 'zcp_grad_norm': 21.72194480895996, 'zcp_grasp': 0.005954742431640625, 'zcp_jacov': -16.06550596713288, 'zcp_l2_norm': 554.9910278320312, 'zcp_nwot': 215.485... | |
FBNet_1508 | FBNet | 1508 | 1508 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_712[FLOAT, 16x3x3x3]
%onnx::Conv_713[FLOAT, 16]
%onnx::Conv_715[FLOAT, 96x16x1x1]
%onnx::Conv_716[FLOAT, 96]
%onnx::Conv_718[FLOAT, 96x1x3x3]
%onnx::Conv_721[FLOAT, 16x96x1x1]
%onnx::Conv_724[F... | val_accuracy | 0 | 72,132,480 | 1,589,508 | {'zcp_synflow': 82.41409011535735, 'zcp_zen': 72.57198333740234, 'zcp_epe_nas': 20.13821753262958, 'zcp_fisher': 0.20046404004096985, 'zcp_flops': 72132480.0, 'zcp_grad_norm': 32.14208221435547, 'zcp_grasp': 0.21848297119140625, 'zcp_jacov': -16.05548384487505, 'zcp_l2_norm': 639.556640625, 'zcp_nwot': 217.441593293212... | |
FBNet_2624 | FBNet | 2624 | 2624 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_705[FLOAT, 16x3x3x3]
%onnx::Conv_706[FLOAT, 16]
%onnx::Conv_708[FLOAT, 96x16x1x1]
%onnx::Conv_709[FLOAT, 96]
%onnx::Conv_711[FLOAT, 96x1x5x5]
%onnx::Conv_714[FLOAT, 16x96x1x1]
%onnx::Conv_717[F... | val_accuracy | 0 | 60,581,248 | 1,258,060 | {'zcp_synflow': 67.15072935550815, 'zcp_zen': 60.004085540771484, 'zcp_epe_nas': 26.523252119186125, 'zcp_fisher': 0.10441358387470245, 'zcp_flops': 60581248.0, 'zcp_grad_norm': 26.43796157836914, 'zcp_grasp': 0.0594940185546875, 'zcp_jacov': -16.068248751288223, 'zcp_l2_norm': 506.2966613769531, 'zcp_nwot': 212.832594... | |
FBNet_3009 | FBNet | 3009 | 3009 | 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, 96x16x1x1]
%onnx::Conv_590[FLOAT, 96]
%onnx::Conv_592[FLOAT, 96x1x5x5]
%onnx::Conv_595[FLOAT, 16x96x1x1]
%onnx::Conv_598[F... | val_accuracy | 0 | 65,206,656 | 1,646,276 | {'zcp_synflow': 79.26606757300127, 'zcp_zen': 67.9158706665039, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.19832275807857513, 'zcp_flops': 65206656.0, 'zcp_grad_norm': 24.702083587646484, 'zcp_grasp': 0.0693817138671875, 'zcp_jacov': -16.04723842803506, 'zcp_l2_norm': 614.22509765625, 'zcp_nwot': 212.368748... | |
FBNet_979 | FBNet | 979 | 979 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_704[FLOAT, 16x3x3x3]
%onnx::Conv_705[FLOAT, 16]
%onnx::Conv_707[FLOAT, 48x16x1x1]
%onnx::Conv_708[FLOAT, 48]
%onnx::Conv_710[FLOAT, 48x1x5x5]
%onnx::Conv_713[FLOAT, 16x48x1x1]
%onnx::Conv_716[F... | val_accuracy | 0 | 67,603,328 | 1,925,372 | {'zcp_synflow': 78.04566251351734, 'zcp_zen': 69.16915893554688, 'zcp_epe_nas': 27.483571251860894, 'zcp_fisher': 0.20160841941833496, 'zcp_flops': 67603328.0, 'zcp_grad_norm': 28.640541076660156, 'zcp_grasp': -0.0546112060546875, 'zcp_jacov': -16.044237079764642, 'zcp_l2_norm': 617.7158813476562, 'zcp_nwot': 213.60562... | |
FBNet_2741 | FBNet | 2741 | 2741 | 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, 16x1x3x3]
%onnx::Conv_668[FLOAT, 16x16x1x1]
%onnx::Conv_671[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 72,856,704 | 1,699,836 | {'zcp_synflow': 70.80075015495724, 'zcp_zen': 63.22147750854492, 'zcp_epe_nas': 7.158469976956584, 'zcp_fisher': 0.09444251656532288, 'zcp_flops': 72856704.0, 'zcp_grad_norm': 23.356863021850586, 'zcp_grasp': -0.07339286804199219, 'zcp_jacov': -16.05398042866809, 'zcp_l2_norm': 576.80908203125, 'zcp_nwot': 215.93345039... | |
FBNet_4809 | FBNet | 4809 | 4809 | 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, 96x1x5x5]
%onnx::Conv_639[FLOAT, 16x96x1x1]
%onnx::Conv_642[F... | val_accuracy | 0 | 69,728,384 | 2,008,052 | {'zcp_synflow': 81.96932481184571, 'zcp_zen': 71.54882049560547, 'zcp_epe_nas': 12.931266673476102, 'zcp_fisher': 0.1710318624973297, 'zcp_flops': 69728384.0, 'zcp_grad_norm': 29.785842895507812, 'zcp_grasp': -0.39174652099609375, 'zcp_jacov': -16.066411981054273, 'zcp_l2_norm': 656.1029663085938, 'zcp_nwot': 213.68795... | |
FBNet_3018 | FBNet | 3018 | 3018 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_662[FLOAT, 16x3x3x3]
%onnx::Conv_663[FLOAT, 16]
%onnx::Conv_665[FLOAT, 48x16x1x1]
%onnx::Conv_666[FLOAT, 48]
%onnx::Conv_668[FLOAT, 48x1x3x3]
%onnx::Conv_671[FLOAT, 16x48x1x1]
%onnx::Conv_674[F... | val_accuracy | 0 | 53,059,200 | 1,950,052 | {'zcp_synflow': 69.26715946296319, 'zcp_zen': 62.08187484741211, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.07738900184631348, 'zcp_flops': 53059200.0, 'zcp_grad_norm': 19.711544036865234, 'zcp_grasp': 0.3363170623779297, 'zcp_jacov': -16.0559589127272, 'zcp_l2_norm': 579.224365234375, 'zcp_nwot': 204.60586... | |
FBNet_4894 | FBNet | 4894 | 4894 | 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 | 62,047,488 | 2,111,468 | {'zcp_synflow': 75.52973882845787, 'zcp_zen': 63.28504943847656, 'zcp_epe_nas': 6.945313534760109, 'zcp_fisher': 0.08329888433218002, 'zcp_flops': 62047488.0, 'zcp_grad_norm': 22.083473205566406, 'zcp_grasp': -0.14723587036132812, 'zcp_jacov': -16.070440955720663, 'zcp_l2_norm': 600.6205444335938, 'zcp_nwot': 208.95321... | |
FBNet_1177 | FBNet | 1177 | 1177 | 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, 48x16x1x1]
%onnx::Conv_618[FLOAT, 48]
%onnx::Conv_620[FLOAT, 48x1x3x3]
%onnx::Conv_623[FLOAT, 16x48x1x1]
%onnx::Conv_626[F... | val_accuracy | 0 | 62,232,704 | 1,593,724 | {'zcp_synflow': 73.12583165903555, 'zcp_zen': 63.321815490722656, 'zcp_epe_nas': 13.99931457787665, 'zcp_fisher': 0.10641936212778091, 'zcp_flops': 62232704.0, 'zcp_grad_norm': 20.727046966552734, 'zcp_grasp': -0.055812835693359375, 'zcp_jacov': -16.063131880573376, 'zcp_l2_norm': 565.16162109375, 'zcp_nwot': 212.39798... | |
FBNet_3121 | FBNet | 3121 | 3121 | 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, 16x1x3x3]
%onnx::Conv_614[FLOAT, 24x16x1x1]
%onnx::Conv_615[FLOAT, 24]
%onnx::Conv_617[F... | val_accuracy | 0 | 60,573,312 | 1,803,796 | {'zcp_synflow': 76.45931147200541, 'zcp_zen': 64.93451690673828, 'zcp_epe_nas': 6.988575197729411, 'zcp_fisher': 0.07417842745780945, 'zcp_flops': 60573312.0, 'zcp_grad_norm': 19.273193359375, 'zcp_grasp': -0.004267692565917969, 'zcp_jacov': -16.047147518139397, 'zcp_l2_norm': 574.279296875, 'zcp_nwot': 211.37053014094... | |
FBNet_2101 | FBNet | 2101 | 2101 | 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 | 73,712,512 | 2,106,940 | {'zcp_synflow': 78.84054143195394, 'zcp_zen': 70.91156768798828, 'zcp_epe_nas': 11.376384386774255, 'zcp_fisher': 0.27579694986343384, 'zcp_flops': 73712512.0, 'zcp_grad_norm': 28.324142456054688, 'zcp_grasp': -0.0270538330078125, 'zcp_jacov': -16.111084934339047, 'zcp_l2_norm': 664.3692016601562, 'zcp_nwot': 212.53587... | |
FBNet_4430 | FBNet | 4430 | 4430 | 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, 16x1x5x5]
%onnx::Conv_687[FLOAT, 16x16x1x1]
%onnx::Conv_690[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 63,887,744 | 2,268,308 | {'zcp_synflow': 71.02461901478333, 'zcp_zen': 63.527732849121094, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.12609528005123138, 'zcp_flops': 63887744.0, 'zcp_grad_norm': 21.002586364746094, 'zcp_grasp': -0.07602500915527344, 'zcp_jacov': -16.057762565084744, 'zcp_l2_norm': 600.5360717773438, 'zcp_nwot': 210... | |
FBNet_2637 | FBNet | 2637 | 2637 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_550[FLOAT, 16x3x3x3]
%onnx::Conv_551[FLOAT, 16]
%onnx::Conv_553[FLOAT, 96x16x1x1]
%onnx::Conv_554[FLOAT, 96]
%onnx::Conv_556[FLOAT, 96x1x5x5]
%onnx::Conv_559[FLOAT, 24x96x1x1]
%onnx::Conv_560[F... | val_accuracy | 0 | 65,701,504 | 1,885,780 | {'zcp_synflow': 60.1785146267341, 'zcp_zen': 52.395713806152344, 'zcp_epe_nas': 26.49770074413774, 'zcp_fisher': 0.04929730296134949, 'zcp_flops': 65701504.0, 'zcp_grad_norm': 16.70769500732422, 'zcp_grasp': -0.010433197021484375, 'zcp_jacov': -16.06170114545526, 'zcp_l2_norm': 468.02020263671875, 'zcp_nwot': 212.83704... | |
FBNet_414 | FBNet | 414 | 414 | 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 | 60,569,216 | 1,710,612 | {'zcp_synflow': 72.24877584189727, 'zcp_zen': 62.279640197753906, 'zcp_epe_nas': 24.60891096370069, 'zcp_fisher': 0.10068421065807343, 'zcp_flops': 60569216.0, 'zcp_grad_norm': 22.65353012084961, 'zcp_grasp': -0.12835693359375, 'zcp_jacov': -16.06841513415983, 'zcp_l2_norm': 543.0186157226562, 'zcp_nwot': 212.423076153... | |
FBNet_2834 | FBNet | 2834 | 2834 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_606[FLOAT, 16x3x3x3]
%onnx::Conv_607[FLOAT, 16]
%onnx::Conv_609[FLOAT, 48x16x1x1]
%onnx::Conv_610[FLOAT, 48]
%onnx::Conv_612[FLOAT, 48x1x5x5]
%onnx::Conv_615[FLOAT, 16x48x1x1]
%onnx::Conv_618[F... | val_accuracy | 0 | 48,408,960 | 1,240,236 | {'zcp_synflow': 73.1921602091619, 'zcp_zen': 61.76199722290039, 'zcp_epe_nas': 14.935259719959753, 'zcp_fisher': 0.11903674900531769, 'zcp_flops': 48408960.0, 'zcp_grad_norm': 20.033218383789062, 'zcp_grasp': -0.01355743408203125, 'zcp_jacov': -16.058667545223493, 'zcp_l2_norm': 535.8496704101562, 'zcp_nwot': 209.28253... | |
FBNet_3007 | FBNet | 3007 | 3007 | 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, 96x16x1x1]
%onnx::Conv_627[FLOAT, 96]
%onnx::Conv_629[FLOAT, 96x1x3x3]
%onnx::Conv_632[FLOAT, 16x96x1x1]
%onnx::Conv_635[F... | val_accuracy | 0 | 50,119,808 | 1,506,484 | {'zcp_synflow': 73.06311106124562, 'zcp_zen': 60.72926330566406, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11469637602567673, 'zcp_flops': 50119808.0, 'zcp_grad_norm': 21.276643753051758, 'zcp_grasp': -0.15116119384765625, 'zcp_jacov': -16.054217350002208, 'zcp_l2_norm': 531.1348266601562, 'zcp_nwot': 208.... | |
FBNet_2954 | FBNet | 2954 | 2954 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_625[FLOAT, 16x3x3x3]
%onnx::Conv_626[FLOAT, 16]
%onnx::Conv_628[FLOAT, 16x16x1x1]
%onnx::Conv_631[FLOAT, 16x1x5x5]
%onnx::Conv_634[FLOAT, 16x16x1x1]
%onnx::Conv_637[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 55,772,800 | 1,891,172 | {'zcp_synflow': 67.60243232399223, 'zcp_zen': 58.49372863769531, 'zcp_epe_nas': 16.0138799880452, 'zcp_fisher': 0.08534539490938187, 'zcp_flops': 55772800.0, 'zcp_grad_norm': 19.220531463623047, 'zcp_grasp': -0.006394386291503906, 'zcp_jacov': -16.049468020290483, 'zcp_l2_norm': 525.6923217773438, 'zcp_nwot': 206.96728... | |
FBNet_707 | FBNet | 707 | 707 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_649[FLOAT, 16x3x3x3]
%onnx::Conv_650[FLOAT, 16]
%onnx::Conv_652[FLOAT, 16x16x1x1]
%onnx::Conv_655[FLOAT, 16x1x3x3]
%onnx::Conv_658[FLOAT, 16x16x1x1]
%onnx::Conv_661[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 72,950,912 | 1,982,500 | {'zcp_synflow': 79.31254469514637, 'zcp_zen': 70.05613708496094, 'zcp_epe_nas': 27.669689063693287, 'zcp_fisher': 0.1569853127002716, 'zcp_flops': 72950912.0, 'zcp_grad_norm': 25.775901794433594, 'zcp_grasp': 0.01519012451171875, 'zcp_jacov': -16.049820398378934, 'zcp_l2_norm': 645.3258056640625, 'zcp_nwot': 215.152495... | |
FBNet_3780 | FBNet | 3780 | 3780 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_705[FLOAT, 16x3x3x3]
%onnx::Conv_706[FLOAT, 16]
%onnx::Conv_708[FLOAT, 48x16x1x1]
%onnx::Conv_709[FLOAT, 48]
%onnx::Conv_711[FLOAT, 48x1x3x3]
%onnx::Conv_714[FLOAT, 16x48x1x1]
%onnx::Conv_717[F... | val_accuracy | 0 | 76,883,840 | 1,836,236 | {'zcp_synflow': 76.19508860025184, 'zcp_zen': 68.54346466064453, 'zcp_epe_nas': 11.348494854314993, 'zcp_fisher': 0.12957333028316498, 'zcp_flops': 76883840.0, 'zcp_grad_norm': 24.505197525024414, 'zcp_grasp': -0.13550567626953125, 'zcp_jacov': -16.059564116018464, 'zcp_l2_norm': 633.31494140625, 'zcp_nwot': 216.909033... | |
FBNet_3102 | FBNet | 3102 | 3102 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_595[FLOAT, 16x3x3x3]
%onnx::Conv_596[FLOAT, 16]
%onnx::Conv_598[FLOAT, 48x16x1x1]
%onnx::Conv_599[FLOAT, 48]
%onnx::Conv_601[FLOAT, 48x1x5x5]
%onnx::Conv_604[FLOAT, 16x48x1x1]
%onnx::Conv_607[F... | val_accuracy | 0 | 57,982,336 | 1,639,500 | {'zcp_synflow': 75.78072315105754, 'zcp_zen': 66.9281997680664, 'zcp_epe_nas': 8.622507553970122, 'zcp_fisher': 0.0714372992515564, 'zcp_flops': 57982336.0, 'zcp_grad_norm': 19.6416015625, 'zcp_grasp': -0.017350196838378906, 'zcp_jacov': -16.060433803950104, 'zcp_l2_norm': 596.61376953125, 'zcp_nwot': 207.7849113351976... | |
FBNet_3377 | FBNet | 3377 | 3377 | 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, 16x8x1x1]
%onnx::Conv_628[FLOAT, 16x1x5x5]
%onnx::Conv_631[FLOAT, 16x8x1x1]
%onnx::Conv_634[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 68,929,152 | 1,755,908 | {'zcp_synflow': 75.59524104597021, 'zcp_zen': 64.01332092285156, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.08100873976945877, 'zcp_flops': 68929152.0, 'zcp_grad_norm': 21.151615142822266, 'zcp_grasp': -0.051494598388671875, 'zcp_jacov': -16.0550999334471, 'zcp_l2_norm': 569.1984252929688, 'zcp_nwot': 211.4... | |
FBNet_1313 | FBNet | 1313 | 1313 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_486[FLOAT, 16x3x3x3]
%onnx::Conv_487[FLOAT, 16]
%onnx::Conv_489[FLOAT, 16x16x1x1]
%onnx::Conv_492[FLOAT, 16x1x3x3]
%onnx::Conv_495[FLOAT, 16x16x1x1]
%onnx::Conv_498[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 66,335,360 | 1,835,804 | {'zcp_synflow': 68.74327749975693, 'zcp_zen': 57.93806838989258, 'zcp_epe_nas': 7.37134371780781, 'zcp_fisher': 0.060048677027225494, 'zcp_flops': 66335360.0, 'zcp_grad_norm': 17.59305191040039, 'zcp_grasp': -0.024094581604003906, 'zcp_jacov': -16.07538944131789, 'zcp_l2_norm': 545.9761962890625, 'zcp_nwot': 211.110042... | |
FBNet_2675 | FBNet | 2675 | 2675 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_499[FLOAT, 16x3x3x3]
%onnx::Conv_500[FLOAT, 16]
%onnx::Conv_502[FLOAT, 16x8x1x1]
%onnx::Conv_505[FLOAT, 16x1x3x3]
%onnx::Conv_508[FLOAT, 24x8x1x1]
%onnx::Conv_509[FLOAT, 24]
%onnx::Conv_511[FLO... | val_accuracy | 0 | 49,174,912 | 1,183,700 | {'zcp_synflow': 57.10559370447588, 'zcp_zen': 48.26923751831055, 'zcp_epe_nas': 17.713526910958418, 'zcp_fisher': 0.025261545553803444, 'zcp_flops': 49174912.0, 'zcp_grad_norm': 11.857154846191406, 'zcp_grasp': -0.018759727478027344, 'zcp_jacov': -16.054974549223758, 'zcp_l2_norm': 418.6827697753906, 'zcp_nwot': 209.01... | |
FBNet_887 | FBNet | 887 | 887 | 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 | 73,137,536 | 1,583,668 | {'zcp_synflow': 79.83848370518197, 'zcp_zen': 70.56588745117188, 'zcp_epe_nas': 12.061186769233341, 'zcp_fisher': 0.1633748710155487, 'zcp_flops': 73137536.0, 'zcp_grad_norm': 26.723121643066406, 'zcp_grasp': -0.07468414306640625, 'zcp_jacov': -16.05645149397424, 'zcp_l2_norm': 629.2454223632812, 'zcp_nwot': 216.117848... | |
FBNet_1724 | FBNet | 1724 | 1724 | 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 | 52,925,312 | 1,288,340 | {'zcp_synflow': 72.61156580370888, 'zcp_zen': 61.685707092285156, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.15394224226474762, 'zcp_flops': 52925312.0, 'zcp_grad_norm': 25.865331649780273, 'zcp_grasp': -0.05295753479003906, 'zcp_jacov': -16.054371968731736, 'zcp_l2_norm': 514.4423217773438, 'zcp_nwot': 211... | |
FBNet_4091 | FBNet | 4091 | 4091 | 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, 96x16x1x1]
%onnx::Conv_681[FLOAT, 96]
%onnx::Conv_683[FLOAT, 96x1x3x3]
%onnx::Conv_686[FLOAT, 16x96x1x1]
%onnx::Conv_689[F... | val_accuracy | 0 | 73,801,344 | 1,476,300 | {'zcp_synflow': 82.94016108760044, 'zcp_zen': 71.67914581298828, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.16872406005859375, 'zcp_flops': 73801344.0, 'zcp_grad_norm': 25.065242767333984, 'zcp_grasp': 0.1876220703125, 'zcp_jacov': -16.073176788754125, 'zcp_l2_norm': 627.9616088867188, 'zcp_nwot': 217.65171... | |
FBNet_2469 | FBNet | 2469 | 2469 | 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, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 67,674,240 | 1,748,668 | {'zcp_synflow': 71.25522517406321, 'zcp_zen': 63.72784423828125, 'zcp_epe_nas': 18.61555983517918, 'zcp_fisher': 0.11191883683204651, 'zcp_flops': 67674240.0, 'zcp_grad_norm': 24.021320343017578, 'zcp_grasp': 0.04236602783203125, 'zcp_jacov': -16.057524834638507, 'zcp_l2_norm': 570.289306640625, 'zcp_nwot': 213.8899657... | |
FBNet_4262 | FBNet | 4262 | 4262 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_706[FLOAT, 16x3x3x3]
%onnx::Conv_707[FLOAT, 16]
%onnx::Conv_709[FLOAT, 16x8x1x1]
%onnx::Conv_712[FLOAT, 16x1x5x5]
%onnx::Conv_715[FLOAT, 16x8x1x1]
%onnx::Conv_718[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 59,664,000 | 1,573,324 | {'zcp_synflow': 74.52961003696058, 'zcp_zen': 66.47081756591797, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.10407499969005585, 'zcp_flops': 59664000.0, 'zcp_grad_norm': 28.018022537231445, 'zcp_grasp': 0.004535675048828125, 'zcp_jacov': -16.060617001043294, 'zcp_l2_norm': 588.041748046875, 'zcp_nwot': 211.9... | |
FBNet_1718 | FBNet | 1718 | 1718 | 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, 16x16x1x1]
%onnx::Conv_765[FLOAT, 16x1x3x3]
%onnx::Conv_768[FLOAT, 16x16x1x1]
%onnx::Conv_771[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 44,263,296 | 1,351,892 | {'zcp_synflow': 72.28403210215593, 'zcp_zen': 62.93086624145508, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.14014832675457, 'zcp_flops': 44263296.0, 'zcp_grad_norm': 22.095478057861328, 'zcp_grasp': -0.042446136474609375, 'zcp_jacov': -16.051716294736252, 'zcp_l2_norm': 529.6461791992188, 'zcp_nwot': 204.75... | |
FBNet_1961 | FBNet | 1961 | 1961 | 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, 96x16x1x1]
%onnx::Conv_718[FLOAT, 96]
%onnx::Conv_720[FLOAT, 96x1x3x3]
%onnx::Conv_723[FLOAT, 16x96x1x1]
%onnx::Conv_726[F... | val_accuracy | 0 | 72,213,632 | 1,684,340 | {'zcp_synflow': 72.16098340295207, 'zcp_zen': 65.30683135986328, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1759364753961563, 'zcp_flops': 72213632.0, 'zcp_grad_norm': 26.0400333404541, 'zcp_grasp': -0.06778335571289062, 'zcp_jacov': -16.05187931263494, 'zcp_l2_norm': 580.2186889648438, 'zcp_nwot': 215.0088... | |
FBNet_2216 | FBNet | 2216 | 2216 | 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, 96x16x1x1]
%onnx::Conv_609[FLOAT, 96]
%onnx::Conv_611[FLOAT, 96x1x5x5]
%onnx::Conv_614[FLOAT, 16x96x1x1]
%onnx::Conv_617[F... | val_accuracy | 0 | 72,755,584 | 1,269,500 | {'zcp_synflow': 69.72454176838542, 'zcp_zen': 61.03034210205078, 'zcp_epe_nas': 17.83729975521595, 'zcp_fisher': 0.08358211070299149, 'zcp_flops': 72755584.0, 'zcp_grad_norm': 22.653701782226562, 'zcp_grasp': -0.0006809234619140625, 'zcp_jacov': -16.066662506597673, 'zcp_l2_norm': 527.0225830078125, 'zcp_nwot': 217.139... | |
FBNet_3666 | FBNet | 3666 | 3666 | 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, 48x16x1x1]
%onnx::Conv_681[FLOAT, 48]
%onnx::Conv_683[FLOAT, 48x1x3x3]
%onnx::Conv_686[FLOAT, 16x48x1x1]
%onnx::Conv_689[F... | val_accuracy | 0 | 78,165,888 | 1,792,036 | {'zcp_synflow': 83.08383025869732, 'zcp_zen': 73.02928924560547, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.12756547331809998, 'zcp_flops': 78165888.0, 'zcp_grad_norm': 26.60373878479004, 'zcp_grasp': 0.48154449462890625, 'zcp_jacov': -16.074595696477346, 'zcp_l2_norm': 661.9393920898438, 'zcp_nwot': 216.18... | |
FBNet_715 | FBNet | 715 | 715 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_606[FLOAT, 16x3x3x3]
%onnx::Conv_607[FLOAT, 16]
%onnx::Conv_609[FLOAT, 16x8x1x1]
%onnx::Conv_612[FLOAT, 16x1x5x5]
%onnx::Conv_615[FLOAT, 24x8x1x1]
%onnx::Conv_616[FLOAT, 24]
%onnx::Conv_618[FLO... | val_accuracy | 0 | 48,039,296 | 1,231,740 | {'zcp_synflow': 58.7386504683667, 'zcp_zen': 52.44569396972656, 'zcp_epe_nas': 22.420466564738188, 'zcp_fisher': 0.03454165905714035, 'zcp_flops': 48039296.0, 'zcp_grad_norm': 14.529096603393555, 'zcp_grasp': -0.006956577301025391, 'zcp_jacov': -16.064135604268206, 'zcp_l2_norm': 436.2222900390625, 'zcp_nwot': 207.4607... | |
FBNet_474 | FBNet | 474 | 474 | 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, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 71,878,016 | 2,403,084 | {'zcp_synflow': 68.6618540407017, 'zcp_zen': 63.444435119628906, 'zcp_epe_nas': 8.586031168621183, 'zcp_fisher': 0.07030002772808075, 'zcp_flops': 71878016.0, 'zcp_grad_norm': 19.991031646728516, 'zcp_grasp': 0.019578933715820312, 'zcp_jacov': -16.047277547912053, 'zcp_l2_norm': 601.6653442382812, 'zcp_nwot': 207.66988... | |
FBNet_91 | FBNet | 91 | 91 | 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, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 85,412,480 | 2,174,364 | {'zcp_synflow': 81.07535416428257, 'zcp_zen': 70.60218811035156, 'zcp_epe_nas': 17.200160390419253, 'zcp_fisher': 0.17068618535995483, 'zcp_flops': 85412480.0, 'zcp_grad_norm': 26.253141403198242, 'zcp_grasp': 0.015216827392578125, 'zcp_jacov': -16.055936450424785, 'zcp_l2_norm': 652.5189208984375, 'zcp_nwot': 215.1930... | |
FBNet_3802 | FBNet | 3802 | 3802 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_594[FLOAT, 16x3x3x3]
%onnx::Conv_595[FLOAT, 16]
%onnx::Conv_597[FLOAT, 16x8x1x1]
%onnx::Conv_600[FLOAT, 16x1x3x3]
%onnx::Conv_603[FLOAT, 24x8x1x1]
%onnx::Conv_604[FLOAT, 24]
%onnx::Conv_606[FLO... | val_accuracy | 0 | 63,743,104 | 1,806,196 | {'zcp_synflow': 75.97176072773357, 'zcp_zen': 68.74366760253906, 'zcp_epe_nas': 14.07355917774585, 'zcp_fisher': 0.08442208170890808, 'zcp_flops': 63743104.0, 'zcp_grad_norm': 21.058055877685547, 'zcp_grasp': -0.057463645935058594, 'zcp_jacov': -16.08449093105343, 'zcp_l2_norm': 627.096923828125, 'zcp_nwot': 210.017265... | |
FBNet_325 | FBNet | 325 | 325 | 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, 96x16x1x1]
%onnx::Conv_644[FLOAT, 96]
%onnx::Conv_646[FLOAT, 96x1x3x3]
%onnx::Conv_649[FLOAT, 16x96x1x1]
%onnx::Conv_652[F... | val_accuracy | 0 | 80,840,064 | 2,208,156 | {'zcp_synflow': 77.06702871723586, 'zcp_zen': 68.25071716308594, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11379509419202805, 'zcp_flops': 80840064.0, 'zcp_grad_norm': 26.32708740234375, 'zcp_grasp': 0.17194366455078125, 'zcp_jacov': -16.063187925289803, 'zcp_l2_norm': 640.7468872070312, 'zcp_nwot': 214.66... | |
FBNet_3707 | FBNet | 3707 | 3707 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_748[FLOAT, 16x3x3x3]
%onnx::Conv_749[FLOAT, 16]
%onnx::Conv_751[FLOAT, 16x8x1x1]
%onnx::Conv_754[FLOAT, 16x1x5x5]
%onnx::Conv_757[FLOAT, 16x8x1x1]
%onnx::Conv_760[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 62,867,328 | 2,198,212 | {'zcp_synflow': 80.9948283701751, 'zcp_zen': 72.8564453125, 'zcp_epe_nas': 16.230188454001254, 'zcp_fisher': 0.12021753191947937, 'zcp_flops': 62867328.0, 'zcp_grad_norm': 26.757488250732422, 'zcp_grasp': 0.111297607421875, 'zcp_jacov': -16.06243781366433, 'zcp_l2_norm': 666.4940795898438, 'zcp_nwot': 208.7577963431719... | |
FBNet_3784 | FBNet | 3784 | 3784 | 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, 16x16x1x1]
%onnx::Conv_638[FLOAT, 16x1x3x3]
%onnx::Conv_641[FLOAT, 16x16x1x1]
%onnx::Conv_644[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 83,255,424 | 2,074,788 | {'zcp_synflow': 70.90376968866734, 'zcp_zen': 63.12879943847656, 'zcp_epe_nas': 11.644047998231114, 'zcp_fisher': 0.10170716047286987, 'zcp_flops': 83255424.0, 'zcp_grad_norm': 24.038969039916992, 'zcp_grasp': 0.0030307769775390625, 'zcp_jacov': -16.055396594118886, 'zcp_l2_norm': 587.9946899414062, 'zcp_nwot': 216.744... | |
FBNet_3928 | FBNet | 3928 | 3928 | 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 | 74,186,368 | 1,692,036 | {'zcp_synflow': 77.06671787396081, 'zcp_zen': 67.56119537353516, 'zcp_epe_nas': 11.299887171018339, 'zcp_fisher': 0.19095204770565033, 'zcp_flops': 74186368.0, 'zcp_grad_norm': 23.953937530517578, 'zcp_grasp': 0.02962493896484375, 'zcp_jacov': -16.079538194364318, 'zcp_l2_norm': 613.7095947265625, 'zcp_nwot': 216.22988... | |
FBNet_1110 | FBNet | 1110 | 1110 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_603[FLOAT, 16x3x3x3]
%onnx::Conv_604[FLOAT, 16]
%onnx::Conv_606[FLOAT, 48x16x1x1]
%onnx::Conv_607[FLOAT, 48]
%onnx::Conv_609[FLOAT, 48x1x3x3]
%onnx::Conv_612[FLOAT, 16x48x1x1]
%onnx::Conv_615[F... | val_accuracy | 0 | 78,385,536 | 2,279,356 | {'zcp_synflow': 79.13185745813524, 'zcp_zen': 70.08782196044922, 'zcp_epe_nas': 8.510709621613676, 'zcp_fisher': 0.1042877584695816, 'zcp_flops': 78385536.0, 'zcp_grad_norm': 24.395854949951172, 'zcp_grasp': -0.49172401428222656, 'zcp_jacov': -16.064699173929746, 'zcp_l2_norm': 678.3722534179688, 'zcp_nwot': 212.752923... | |
FBNet_4778 | FBNet | 4778 | 4778 | 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, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 73,633,920 | 2,150,908 | {'zcp_synflow': 77.9478877374232, 'zcp_zen': 69.50531005859375, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11020199209451675, 'zcp_flops': 73633920.0, 'zcp_grad_norm': 24.785978317260742, 'zcp_grasp': 0.25147438049316406, 'zcp_jacov': -16.05603509487478, 'zcp_l2_norm': 667.73681640625, 'zcp_nwot': 213.53814... | |
FBNet_277 | FBNet | 277 | 277 | 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, 16x16x1x1]
%onnx::Conv_594[FLOAT, 16x1x5x5]
%onnx::Conv_597[FLOAT, 16x16x1x1]
%onnx::Conv_600[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 57,113,472 | 1,490,204 | {'zcp_synflow': 68.0209134467973, 'zcp_zen': 58.78862380981445, 'zcp_epe_nas': 6.648239002043625, 'zcp_fisher': 0.06493034958839417, 'zcp_flops': 57113472.0, 'zcp_grad_norm': 20.88568878173828, 'zcp_grasp': -0.024444580078125, 'zcp_jacov': -16.058677636143905, 'zcp_l2_norm': 520.86669921875, 'zcp_nwot': 209.33801378832... | |
FBNet_3731 | FBNet | 3731 | 3731 | 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, 48x16x1x1]
%onnx::Conv_626[FLOAT, 48]
%onnx::Conv_628[FLOAT, 48x1x3x3]
%onnx::Conv_631[FLOAT, 16x48x1x1]
%onnx::Conv_634[F... | val_accuracy | 0 | 87,971,200 | 2,382,780 | {'zcp_synflow': 79.28399273219512, 'zcp_zen': 72.06456756591797, 'zcp_epe_nas': 12.348089368704997, 'zcp_fisher': 0.10779722779989243, 'zcp_flops': 87971200.0, 'zcp_grad_norm': 26.885242462158203, 'zcp_grasp': 0.000148773193359375, 'zcp_jacov': -16.068617228487774, 'zcp_l2_norm': 682.105224609375, 'zcp_nwot': 216.76652... | |
FBNet_4195 | FBNet | 4195 | 4195 | 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, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 59,739,776 | 1,551,540 | {'zcp_synflow': 67.63575919381243, 'zcp_zen': 60.29612350463867, 'zcp_epe_nas': 23.381722047838124, 'zcp_fisher': 0.1026507318019867, 'zcp_flops': 59739776.0, 'zcp_grad_norm': 22.80610466003418, 'zcp_grasp': 0.0155792236328125, 'zcp_jacov': -16.05125799199406, 'zcp_l2_norm': 531.8972778320312, 'zcp_nwot': 212.116180315... | |
FBNet_4387 | FBNet | 4387 | 4387 | 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, 96x16x1x1]
%onnx::Conv_626[FLOAT, 96]
%onnx::Conv_628[FLOAT, 96x1x5x5]
%onnx::Conv_631[FLOAT, 16x96x1x1]
%onnx::Conv_634[F... | val_accuracy | 0 | 64,594,048 | 1,856,652 | {'zcp_synflow': 76.91901983538749, 'zcp_zen': 67.26091766357422, 'zcp_epe_nas': 16.532026960989786, 'zcp_fisher': 0.1145751103758812, 'zcp_flops': 64594048.0, 'zcp_grad_norm': 25.455442428588867, 'zcp_grasp': -0.0839996337890625, 'zcp_jacov': -16.048592792492755, 'zcp_l2_norm': 613.0245361328125, 'zcp_nwot': 213.782820... | |
FBNet_373 | FBNet | 373 | 373 | 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, 96x16x1x1]
%onnx::Conv_581[FLOAT, 96]
%onnx::Conv_583[FLOAT, 96x1x3x3]
%onnx::Conv_586[FLOAT, 16x96x1x1]
%onnx::Conv_589[F... | val_accuracy | 0 | 57,856,128 | 1,682,748 | {'zcp_synflow': 72.35616147629247, 'zcp_zen': 60.384822845458984, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.15093658864498138, 'zcp_flops': 57856128.0, 'zcp_grad_norm': 19.597076416015625, 'zcp_grasp': 0.11472511291503906, 'zcp_jacov': -16.059414336938968, 'zcp_l2_norm': 541.3841552734375, 'zcp_nwot': 209.... | |
FBNet_1440 | FBNet | 1440 | 1440 | 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, 16x1x5x5]
%onnx::Conv_667[FLOAT, 16x8x1x1]
%onnx::Conv_670[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 65,825,152 | 1,415,420 | {'zcp_synflow': 77.75211531540195, 'zcp_zen': 69.51578521728516, 'zcp_epe_nas': 10.5744969304873, 'zcp_fisher': 0.11800754815340042, 'zcp_flops': 65825152.0, 'zcp_grad_norm': 25.65627670288086, 'zcp_grasp': 0.0069141387939453125, 'zcp_jacov': -16.055516181779577, 'zcp_l2_norm': 606.4366455078125, 'zcp_nwot': 212.226255... | |
FBNet_2528 | FBNet | 2528 | 2528 | 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, 16x8x1x1]
%onnx::Conv_747[FLOAT, 16x1x3x3]
%onnx::Conv_750[FLOAT, 16x8x1x1]
%onnx::Conv_753[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 54,932,864 | 1,484,900 | {'zcp_synflow': 74.95154099253742, 'zcp_zen': 66.30712890625, 'zcp_epe_nas': 7.924297340099852, 'zcp_fisher': 0.08635241538286209, 'zcp_flops': 54932864.0, 'zcp_grad_norm': 21.04476547241211, 'zcp_grasp': 0.14464187622070312, 'zcp_jacov': -16.051712331239905, 'zcp_l2_norm': 576.2957153320312, 'zcp_nwot': 207.5019724834... | |
FBNet_3158 | FBNet | 3158 | 3158 | 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, 24x8x1x1]
%onnx::Conv_607[FLOAT, 24]
%onnx::Conv_609[FLO... | val_accuracy | 0 | 69,874,816 | 2,084,404 | {'zcp_synflow': 70.52662494408344, 'zcp_zen': 64.60386657714844, 'zcp_epe_nas': 33.78948064830971, 'zcp_fisher': 0.06074092909693718, 'zcp_flops': 69874816.0, 'zcp_grad_norm': 21.253433227539062, 'zcp_grasp': -0.012530326843261719, 'zcp_jacov': -16.07688050077756, 'zcp_l2_norm': 621.638916015625, 'zcp_nwot': 210.975769... | |
FBNet_3699 | FBNet | 3699 | 3699 | 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, 16x16x1x1]
%onnx::Conv_692[FLOAT, 16x1x3x3]
%onnx::Conv_695[FLOAT, 16x16x1x1]
%onnx::Conv_698[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 67,239,040 | 1,833,748 | {'zcp_synflow': 79.09363227558384, 'zcp_zen': 70.05848693847656, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.18091824650764465, 'zcp_flops': 67239040.0, 'zcp_grad_norm': 26.445016860961914, 'zcp_grasp': -0.0217742919921875, 'zcp_jacov': -16.06500081718157, 'zcp_l2_norm': 641.7221069335938, 'zcp_nwot': 212.57... | |
FBNet_1421 | FBNet | 1421 | 1421 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_668[FLOAT, 16x3x3x3]
%onnx::Conv_669[FLOAT, 16]
%onnx::Conv_671[FLOAT, 96x16x1x1]
%onnx::Conv_672[FLOAT, 96]
%onnx::Conv_674[FLOAT, 96x1x5x5]
%onnx::Conv_677[FLOAT, 16x96x1x1]
%onnx::Conv_680[F... | val_accuracy | 0 | 46,427,264 | 1,711,196 | {'zcp_synflow': 67.99876448060378, 'zcp_zen': 59.306697845458984, 'zcp_epe_nas': 11.708196176375765, 'zcp_fisher': 0.11872810870409012, 'zcp_flops': 46427264.0, 'zcp_grad_norm': 19.790069580078125, 'zcp_grasp': -0.11985206604003906, 'zcp_jacov': -16.056779897131634, 'zcp_l2_norm': 533.5463256835938, 'zcp_nwot': 205.411... | |
FBNet_506 | FBNet | 506 | 506 | 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 | 55,233,920 | 1,457,628 | {'zcp_synflow': 75.11332231185307, 'zcp_zen': 62.85075759887695, 'zcp_epe_nas': 32.44329470320523, 'zcp_fisher': 0.0905551090836525, 'zcp_flops': 55233920.0, 'zcp_grad_norm': 22.724929809570312, 'zcp_grasp': -0.05493736267089844, 'zcp_jacov': -16.069311013124455, 'zcp_l2_norm': 543.855224609375, 'zcp_nwot': 209.4042051... | |
FBNet_4130 | FBNet | 4130 | 4130 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_541[FLOAT, 16x3x3x3]
%onnx::Conv_542[FLOAT, 16]
%onnx::Conv_544[FLOAT, 48x16x1x1]
%onnx::Conv_545[FLOAT, 48]
%onnx::Conv_547[FLOAT, 48x1x3x3]
%onnx::Conv_550[FLOAT, 16x48x1x1]
%onnx::Conv_553[F... | val_accuracy | 0 | 49,825,664 | 1,463,820 | {'zcp_synflow': 67.5633486476816, 'zcp_zen': 58.074005126953125, 'zcp_epe_nas': 28.59685840183039, 'zcp_fisher': 0.061444107443094254, 'zcp_flops': 49825664.0, 'zcp_grad_norm': 16.150787353515625, 'zcp_grasp': -0.0635080337524414, 'zcp_jacov': -16.06373257237611, 'zcp_l2_norm': 517.5015869140625, 'zcp_nwot': 209.080127... | |
FBNet_3186 | FBNet | 3186 | 3186 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_523[FLOAT, 16x3x3x3]
%onnx::Conv_524[FLOAT, 16]
%onnx::Conv_526[FLOAT, 96x16x1x1]
%onnx::Conv_527[FLOAT, 96]
%onnx::Conv_529[FLOAT, 96x1x3x3]
%onnx::Conv_532[FLOAT, 16x96x1x1]
%onnx::Conv_535[F... | val_accuracy | 0 | 77,516,544 | 2,382,476 | {'zcp_synflow': 73.51041714964312, 'zcp_zen': 63.63251495361328, 'zcp_epe_nas': 38.75065888142216, 'zcp_fisher': 0.07977709174156189, 'zcp_flops': 77516544.0, 'zcp_grad_norm': 20.05245590209961, 'zcp_grasp': -0.1407756805419922, 'zcp_jacov': -16.06254678391811, 'zcp_l2_norm': 640.3583374023438, 'zcp_nwot': 212.55493040... | |
FBNet_3190 | FBNet | 3190 | 3190 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_661[FLOAT, 16x3x3x3]
%onnx::Conv_662[FLOAT, 16]
%onnx::Conv_664[FLOAT, 16x16x1x1]
%onnx::Conv_667[FLOAT, 16x1x3x3]
%onnx::Conv_670[FLOAT, 24x16x1x1]
%onnx::Conv_671[FLOAT, 24]
%onnx::Conv_673[F... | val_accuracy | 0 | 45,337,472 | 1,591,004 | {'zcp_synflow': 73.36723873849202, 'zcp_zen': 62.68036651611328, 'zcp_epe_nas': 36.89986648005886, 'zcp_fisher': 0.06457121670246124, 'zcp_flops': 45337472.0, 'zcp_grad_norm': 16.451833724975586, 'zcp_grasp': -0.0011277198791503906, 'zcp_jacov': -16.06609679094344, 'zcp_l2_norm': 542.6666259765625, 'zcp_nwot': 201.5889... | |
FBNet_4133 | FBNet | 4133 | 4133 | 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, 48x16x1x1]
%onnx::Conv_618[FLOAT, 48]
%onnx::Conv_620[FLOAT, 48x1x3x3]
%onnx::Conv_623[FLOAT, 16x48x1x1]
%onnx::Conv_626[F... | val_accuracy | 0 | 79,477,888 | 1,817,380 | {'zcp_synflow': 74.17407787101082, 'zcp_zen': 65.09272766113281, 'zcp_epe_nas': 33.12056602554353, 'zcp_fisher': 0.09519956260919571, 'zcp_flops': 79477888.0, 'zcp_grad_norm': 23.64584732055664, 'zcp_grasp': -0.4182853698730469, 'zcp_jacov': -16.064573590884034, 'zcp_l2_norm': 597.318603515625, 'zcp_nwot': 214.90561423... | |
FBNet_601 | FBNet | 601 | 601 | 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 | 68,137,984 | 2,085,692 | {'zcp_synflow': 77.38764737569123, 'zcp_zen': 66.38729858398438, 'zcp_epe_nas': 11.719836952701604, 'zcp_fisher': 0.10722104460000992, 'zcp_flops': 68137984.0, 'zcp_grad_norm': 24.510969161987305, 'zcp_grasp': -0.014612197875976562, 'zcp_jacov': -16.072812816077835, 'zcp_l2_norm': 613.9210205078125, 'zcp_nwot': 210.339... | |
FBNet_66 | FBNet | 66 | 66 | 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, 96x16x1x1]
%onnx::Conv_618[FLOAT, 96]
%onnx::Conv_620[FLOAT, 96x1x3x3]
%onnx::Conv_623[FLOAT, 16x96x1x1]
%onnx::Conv_626[F... | val_accuracy | 0 | 66,479,232 | 2,045,892 | {'zcp_synflow': 73.82079191240197, 'zcp_zen': 67.26435089111328, 'zcp_epe_nas': 14.558953050800438, 'zcp_fisher': 0.15029571950435638, 'zcp_flops': 66479232.0, 'zcp_grad_norm': 22.536182403564453, 'zcp_grasp': -0.1351451873779297, 'zcp_jacov': -16.053792345789823, 'zcp_l2_norm': 629.9716186523438, 'zcp_nwot': 211.45930... | |
FBNet_1785 | FBNet | 1785 | 1785 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_625[FLOAT, 16x3x3x3]
%onnx::Conv_626[FLOAT, 16]
%onnx::Conv_628[FLOAT, 96x16x1x1]
%onnx::Conv_629[FLOAT, 96]
%onnx::Conv_631[FLOAT, 96x1x5x5]
%onnx::Conv_634[FLOAT, 16x96x1x1]
%onnx::Conv_637[F... | val_accuracy | 0 | 67,633,280 | 1,858,052 | {'zcp_synflow': 72.67340134917355, 'zcp_zen': 63.154354095458984, 'zcp_epe_nas': 11.866542124594956, 'zcp_fisher': 0.11199109256267548, 'zcp_flops': 67633280.0, 'zcp_grad_norm': 22.453025817871094, 'zcp_grasp': -0.07316970825195312, 'zcp_jacov': -16.080514111672898, 'zcp_l2_norm': 583.971435546875, 'zcp_nwot': 211.9651... | |
FBNet_4252 | FBNet | 4252 | 4252 | 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 | 55,179,136 | 1,305,556 | {'zcp_synflow': 76.58299639792494, 'zcp_zen': 65.03718566894531, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11485544592142105, 'zcp_flops': 55179136.0, 'zcp_grad_norm': 25.35411262512207, 'zcp_grasp': 0.001934051513671875, 'zcp_jacov': -16.070917733294216, 'zcp_l2_norm': 556.9221801757812, 'zcp_nwot': 210.5... | |
FBNet_1722 | FBNet | 1722 | 1722 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_549[FLOAT, 16x3x3x3]
%onnx::Conv_550[FLOAT, 16]
%onnx::Conv_552[FLOAT, 16x16x1x1]
%onnx::Conv_555[FLOAT, 16x1x3x3]
%onnx::Conv_558[FLOAT, 16x16x1x1]
%onnx::Conv_561[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 57,804,160 | 1,450,380 | {'zcp_synflow': 71.88857557215896, 'zcp_zen': 60.51887512207031, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.058871086686849594, 'zcp_flops': 57804160.0, 'zcp_grad_norm': 16.41106414794922, 'zcp_grasp': -0.012205123901367188, 'zcp_jacov': -16.050637614202437, 'zcp_l2_norm': 535.7154541015625, 'zcp_nwot': 209... | |
FBNet_4088 | FBNet | 4088 | 4088 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_734[FLOAT, 16x3x3x3]
%onnx::Conv_735[FLOAT, 16]
%onnx::Conv_737[FLOAT, 48x16x1x1]
%onnx::Conv_738[FLOAT, 48]
%onnx::Conv_740[FLOAT, 48x1x3x3]
%onnx::Conv_743[FLOAT, 16x48x1x1]
%onnx::Conv_746[F... | val_accuracy | 0 | 47,066,880 | 1,180,308 | {'zcp_synflow': 75.70092367697909, 'zcp_zen': 64.5880355834961, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.24249312281608582, 'zcp_flops': 47066880.0, 'zcp_grad_norm': 21.83704948425293, 'zcp_grasp': -1.0365219116210938, 'zcp_jacov': -16.068195836461648, 'zcp_l2_norm': 538.7059936523438, 'zcp_nwot': 209.205... | |
FBNet_4006 | FBNet | 4006 | 4006 | 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, 16x16x1x1]
%onnx::Conv_664[FLOAT, 16x1x5x5]
%onnx::Conv_667[FLOAT, 16x16x1x1]
%onnx::Conv_670[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 64,772,736 | 1,882,788 | {'zcp_synflow': 85.00591221776914, 'zcp_zen': 72.51466369628906, 'zcp_epe_nas': 12.553763779735043, 'zcp_fisher': 0.13719302415847778, 'zcp_flops': 64772736.0, 'zcp_grad_norm': 25.580547332763672, 'zcp_grasp': -0.10321998596191406, 'zcp_jacov': -16.053334721106495, 'zcp_l2_norm': 649.6470336914062, 'zcp_nwot': 209.8639... | |
FBNet_826 | FBNet | 826 | 826 | 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, 48x1x3x3]
%onnx::Conv_695[FLOAT, 16x48x1x1]
%onnx::Conv_698[F... | val_accuracy | 0 | 73,853,312 | 1,404,948 | {'zcp_synflow': 76.33529162498564, 'zcp_zen': 67.6063003540039, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.18388396501541138, 'zcp_flops': 73853312.0, 'zcp_grad_norm': 26.407691955566406, 'zcp_grasp': -0.09899139404296875, 'zcp_jacov': -16.064035142902597, 'zcp_l2_norm': 610.1244506835938, 'zcp_nwot': 216.0... | |
FBNet_3250 | FBNet | 3250 | 3250 | 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, 48x16x1x1]
%onnx::Conv_681[FLOAT, 48]
%onnx::Conv_683[FLOAT, 48x1x3x3]
%onnx::Conv_686[FLOAT, 16x48x1x1]
%onnx::Conv_689[F... | val_accuracy | 0 | 78,288,000 | 1,941,836 | {'zcp_synflow': 82.2774199955852, 'zcp_zen': 72.78775024414062, 'zcp_epe_nas': 15.067862713540924, 'zcp_fisher': 0.1708516925573349, 'zcp_flops': 78288000.0, 'zcp_grad_norm': 26.107114791870117, 'zcp_grasp': 0.18115997314453125, 'zcp_jacov': -16.069400645785223, 'zcp_l2_norm': 664.616943359375, 'zcp_nwot': 215.96528591... | |
FBNet_3686 | FBNet | 3686 | 3686 | 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 | 65,281,664 | 2,033,604 | {'zcp_synflow': 71.64857177507007, 'zcp_zen': 64.73391723632812, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.20650014281272888, 'zcp_flops': 65281664.0, 'zcp_grad_norm': 21.267210006713867, 'zcp_grasp': -0.13774681091308594, 'zcp_jacov': -16.06149689292758, 'zcp_l2_norm': 593.7361450195312, 'zcp_nwot': 210.7... |
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