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_1391 | FBNet | 1391 | 1391 | 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, 16x8x1x1]
%onnx::Conv_694[FLOAT, 16x1x3x3]
%onnx::Conv_697[FLOAT, 16x8x1x1]
%onnx::Conv_700[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 66,162,560 | 1,371,892 | {'zcp_synflow': 77.25158005374898, 'zcp_zen': 66.75434875488281, 'zcp_epe_nas': 16.12152486233673, 'zcp_fisher': 0.10830622166395187, 'zcp_flops': 66162560.0, 'zcp_grad_norm': 24.301162719726562, 'zcp_grasp': -0.17497825622558594, 'zcp_jacov': -16.057567901877782, 'zcp_l2_norm': 576.9022216796875, 'zcp_nwot': 214.60446... | |
FBNet_2404 | FBNet | 2404 | 2404 | 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 | 63,470,080 | 1,592,516 | {'zcp_synflow': 73.9089494920535, 'zcp_zen': 64.18143463134766, 'zcp_epe_nas': 8.917556680646907, 'zcp_fisher': 0.1647902876138687, 'zcp_flops': 63470080.0, 'zcp_grad_norm': 24.628204345703125, 'zcp_grasp': -0.6651763916015625, 'zcp_jacov': -16.062429067386024, 'zcp_l2_norm': 568.1152954101562, 'zcp_nwot': 211.79401294... | |
FBNet_3805 | FBNet | 3805 | 3805 | 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, 16x1x5x5]
%onnx::Conv_632[FLOAT, 16x8x1x1]
%onnx::Conv_635[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 64,772,352 | 2,044,236 | {'zcp_synflow': 75.99663290327742, 'zcp_zen': 65.6636962890625, 'zcp_epe_nas': 16.120919608431787, 'zcp_fisher': 0.11191096901893616, 'zcp_flops': 64772352.0, 'zcp_grad_norm': 22.671993255615234, 'zcp_grasp': -0.028392791748046875, 'zcp_jacov': -16.054835630710375, 'zcp_l2_norm': 614.120849609375, 'zcp_nwot': 210.69115... | |
FBNet_630 | FBNet | 630 | 630 | 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, 96x16x1x1]
%onnx::Conv_690[FLOAT, 96]
%onnx::Conv_692[FLOAT, 96x1x5x5]
%onnx::Conv_695[FLOAT, 16x96x1x1]
%onnx::Conv_698[F... | val_accuracy | 0 | 75,588,480 | 1,999,732 | {'zcp_synflow': 79.72276324966414, 'zcp_zen': 70.59368133544922, 'zcp_epe_nas': 21.467019266403636, 'zcp_fisher': 0.22774608433246613, 'zcp_flops': 75588480.0, 'zcp_grad_norm': 29.253814697265625, 'zcp_grasp': -0.1461944580078125, 'zcp_jacov': -16.07644902456935, 'zcp_l2_norm': 641.7670288085938, 'zcp_nwot': 214.221174... | |
FBNet_3230 | FBNet | 3230 | 3230 | 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, 96x1x5x5]
%onnx::Conv_643[FLOAT, 24x96x1x1]
%onnx::Conv_644[F... | val_accuracy | 0 | 60,209,792 | 1,902,748 | {'zcp_synflow': 67.25310194257851, 'zcp_zen': 58.72089385986328, 'zcp_epe_nas': 8.226296113033234, 'zcp_fisher': 0.07455726712942123, 'zcp_flops': 60209792.0, 'zcp_grad_norm': 18.127277374267578, 'zcp_grasp': -0.045452117919921875, 'zcp_jacov': -16.057864956897742, 'zcp_l2_norm': 541.3313598632812, 'zcp_nwot': 208.3434... | |
FBNet_3208 | FBNet | 3208 | 3208 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_596[FLOAT, 16x3x3x3]
%onnx::Conv_597[FLOAT, 16]
%onnx::Conv_599[FLOAT, 96x16x1x1]
%onnx::Conv_600[FLOAT, 96]
%onnx::Conv_602[FLOAT, 96x1x5x5]
%onnx::Conv_605[FLOAT, 16x96x1x1]
%onnx::Conv_608[F... | val_accuracy | 0 | 65,121,920 | 1,936,860 | {'zcp_synflow': 71.88004999278044, 'zcp_zen': 61.51355743408203, 'zcp_epe_nas': 7.4551044604106815, 'zcp_fisher': 0.1117168441414833, 'zcp_flops': 65121920.0, 'zcp_grad_norm': 21.642303466796875, 'zcp_grasp': -0.13195419311523438, 'zcp_jacov': -16.05928410527595, 'zcp_l2_norm': 560.9459228515625, 'zcp_nwot': 209.370911... | |
FBNet_2820 | FBNet | 2820 | 2820 | 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, 96x16x1x1]
%onnx::Conv_700[FLOAT, 96]
%onnx::Conv_702[FLOAT, 96x1x5x5]
%onnx::Conv_705[FLOAT, 16x96x1x1]
%onnx::Conv_708[F... | val_accuracy | 0 | 58,891,136 | 1,314,916 | {'zcp_synflow': 73.69486031604706, 'zcp_zen': 63.28453063964844, 'zcp_epe_nas': 15.828829114061485, 'zcp_fisher': 0.16123022139072418, 'zcp_flops': 58891136.0, 'zcp_grad_norm': 28.749162673950195, 'zcp_grasp': 0.06723785400390625, 'zcp_jacov': -16.05839084352566, 'zcp_l2_norm': 527.19189453125, 'zcp_nwot': 212.51792712... | |
FBNet_934 | FBNet | 934 | 934 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_760[FLOAT, 16x3x3x3]
%onnx::Conv_761[FLOAT, 16]
%onnx::Conv_763[FLOAT, 96x16x1x1]
%onnx::Conv_764[FLOAT, 96]
%onnx::Conv_766[FLOAT, 96x1x3x3]
%onnx::Conv_769[FLOAT, 16x96x1x1]
%onnx::Conv_772[F... | val_accuracy | 0 | 43,623,552 | 1,462,300 | {'zcp_synflow': 73.74577930645066, 'zcp_zen': 64.08456420898438, 'zcp_epe_nas': 12.052201937624515, 'zcp_fisher': 0.17677146196365356, 'zcp_flops': 43623552.0, 'zcp_grad_norm': 24.875125885009766, 'zcp_grasp': -0.032196044921875, 'zcp_jacov': -16.062129185063405, 'zcp_l2_norm': 534.9183959960938, 'zcp_nwot': 206.987502... | |
FBNet_1999 | FBNet | 1999 | 1999 | 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, 16x1x3x3]
%onnx::Conv_687[FLOAT, 16x8x1x1]
%onnx::Conv_690[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 76,119,680 | 2,641,316 | {'zcp_synflow': 74.4168751042752, 'zcp_zen': 67.1103515625, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.07579173147678375, 'zcp_flops': 76119680.0, 'zcp_grad_norm': 20.9899845123291, 'zcp_grasp': -0.09354019165039062, 'zcp_jacov': -16.054607549925727, 'zcp_l2_norm': 642.0810546875, 'zcp_nwot': 212.0959543487... | |
FBNet_4411 | FBNet | 4411 | 4411 | 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, 16x1x5x5]
%onnx::Conv_660[FLOAT, 16x16x1x1]
%onnx::Conv_663[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 93,741,696 | 2,423,100 | {'zcp_synflow': 80.74619837629155, 'zcp_zen': 72.16517639160156, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.14400652050971985, 'zcp_flops': 93741696.0, 'zcp_grad_norm': 24.957361221313477, 'zcp_grasp': -0.05328178405761719, 'zcp_jacov': -16.052295472265286, 'zcp_l2_norm': 696.0731201171875, 'zcp_nwot': 216.... | |
FBNet_2985 | FBNet | 2985 | 2985 | 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, 48x16x1x1]
%onnx::Conv_710[FLOAT, 48]
%onnx::Conv_712[FLOAT, 48x1x5x5]
%onnx::Conv_715[FLOAT, 24x48x1x1]
%onnx::Conv_716[F... | val_accuracy | 0 | 73,385,600 | 1,737,604 | {'zcp_synflow': 76.09937568758984, 'zcp_zen': 69.43246459960938, 'zcp_epe_nas': 16.065749882262807, 'zcp_fisher': 0.12873536348342896, 'zcp_flops': 73385600.0, 'zcp_grad_norm': 27.238536834716797, 'zcp_grasp': -0.047557830810546875, 'zcp_jacov': -16.053498886545203, 'zcp_l2_norm': 618.617919921875, 'zcp_nwot': 214.9321... | |
FBNet_3694 | FBNet | 3694 | 3694 | 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, 24x48x1x1]
%onnx::Conv_615[F... | val_accuracy | 0 | 56,710,528 | 1,651,396 | {'zcp_synflow': 74.75443375555011, 'zcp_zen': 62.603607177734375, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.07546202093362808, 'zcp_flops': 56710528.0, 'zcp_grad_norm': 17.111940383911133, 'zcp_grasp': -0.019321441650390625, 'zcp_jacov': -16.06563820635826, 'zcp_l2_norm': 552.5843505859375, 'zcp_nwot': 208... | |
FBNet_4571 | FBNet | 4571 | 4571 | 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, 96x1x5x5]
%onnx::Conv_649[FLOAT, 16x96x1x1]
%onnx::Conv_652[F... | val_accuracy | 0 | 95,003,264 | 2,287,780 | {'zcp_synflow': 85.87723344166349, 'zcp_zen': 76.34773254394531, 'zcp_epe_nas': 21.235971972286617, 'zcp_fisher': 0.23431219160556793, 'zcp_flops': 95003264.0, 'zcp_grad_norm': 35.03923034667969, 'zcp_grasp': 0.115020751953125, 'zcp_jacov': -16.069284826002423, 'zcp_l2_norm': 727.5813598632812, 'zcp_nwot': 218.32900832... | |
FBNet_4329 | FBNet | 4329 | 4329 | 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, 16x8x1x1]
%onnx::Conv_729[FLOAT, 16x1x5x5]
%onnx::Conv_732[FLOAT, 16x8x1x1]
%onnx::Conv_735[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 70,631,296 | 2,273,236 | {'zcp_synflow': 76.74998819373809, 'zcp_zen': 69.07591247558594, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.12420324981212616, 'zcp_flops': 70631296.0, 'zcp_grad_norm': 24.546001434326172, 'zcp_grasp': 0.00125885009765625, 'zcp_jacov': -16.061292745686266, 'zcp_l2_norm': 654.7416381835938, 'zcp_nwot': 208.2... | |
FBNet_353 | FBNet | 353 | 353 | 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, 16x1x3x3]
%onnx::Conv_625[FLOAT, 16x16x1x1]
%onnx::Conv_628[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 50,641,024 | 1,772,852 | {'zcp_synflow': 70.52842920654639, 'zcp_zen': 59.84412384033203, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.08622127026319504, 'zcp_flops': 50641024.0, 'zcp_grad_norm': 17.043773651123047, 'zcp_grasp': -0.017660140991210938, 'zcp_jacov': -16.073890019115957, 'zcp_l2_norm': 533.25634765625, 'zcp_nwot': 205.0... | |
FBNet_4594 | FBNet | 4594 | 4594 | 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, 96x16x1x1]
%onnx::Conv_573[FLOAT, 96]
%onnx::Conv_575[FLOAT, 96x1x5x5]
%onnx::Conv_578[FLOAT, 16x96x1x1]
%onnx::Conv_581[F... | val_accuracy | 0 | 76,843,008 | 1,773,060 | {'zcp_synflow': 76.02933768082389, 'zcp_zen': 66.06100463867188, 'zcp_epe_nas': 21.4932317807391, 'zcp_fisher': 0.17587727308273315, 'zcp_flops': 76843008.0, 'zcp_grad_norm': 25.15186882019043, 'zcp_grasp': 0.042163848876953125, 'zcp_jacov': -16.057210853296972, 'zcp_l2_norm': 623.8532104492188, 'zcp_nwot': 215.5383305... | |
FBNet_644 | FBNet | 644 | 644 | 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, 16x8x1x1]
%onnx::Conv_657[FLOAT, 16x1x3x3]
%onnx::Conv_660[FLOAT, 16x8x1x1]
%onnx::Conv_663[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 62,560,640 | 2,150,548 | {'zcp_synflow': 79.93784910567355, 'zcp_zen': 69.06388092041016, 'zcp_epe_nas': 18.165278711090867, 'zcp_fisher': 0.11444547027349472, 'zcp_flops': 62560640.0, 'zcp_grad_norm': 22.748554229736328, 'zcp_grasp': 0.07481575012207031, 'zcp_jacov': -16.054634652045507, 'zcp_l2_norm': 626.951904296875, 'zcp_nwot': 208.188749... | |
FBNet_2364 | FBNet | 2364 | 2364 | 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, 16x8x1x1]
%onnx::Conv_647[FLOAT, 16x1x5x5]
%onnx::Conv_650[FLOAT, 16x8x1x1]
%onnx::Conv_653[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 61,227,776 | 1,910,004 | {'zcp_synflow': 73.77133543218883, 'zcp_zen': 63.85462951660156, 'zcp_epe_nas': 13.603699385412378, 'zcp_fisher': 0.08176301419734955, 'zcp_flops': 61227776.0, 'zcp_grad_norm': 21.835596084594727, 'zcp_grasp': -0.057712554931640625, 'zcp_jacov': -16.04914851448025, 'zcp_l2_norm': 585.2902221679688, 'zcp_nwot': 210.6632... | |
FBNet_767 | FBNet | 767 | 767 | 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, 16x8x1x1]
%onnx::Conv_703[FLOAT, 16x1x5x5]
%onnx::Conv_706[FLOAT, 16x8x1x1]
%onnx::Conv_709[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 52,813,184 | 1,568,932 | {'zcp_synflow': 69.7073667564458, 'zcp_zen': 59.78759002685547, 'zcp_epe_nas': 11.134283034275674, 'zcp_fisher': 0.07636605948209763, 'zcp_flops': 52813184.0, 'zcp_grad_norm': 20.542192459106445, 'zcp_grasp': -0.06719017028808594, 'zcp_jacov': -16.069074058471188, 'zcp_l2_norm': 524.7709350585938, 'zcp_nwot': 207.08915... | |
FBNet_1451 | FBNet | 1451 | 1451 | 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, 16x16x1x1]
%onnx::Conv_673[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 67,505,024 | 1,632,020 | {'zcp_synflow': 70.89983396559502, 'zcp_zen': 63.74177932739258, 'zcp_epe_nas': 28.814151239893455, 'zcp_fisher': 0.10169743001461029, 'zcp_flops': 67505024.0, 'zcp_grad_norm': 24.513511657714844, 'zcp_grasp': -0.47586822509765625, 'zcp_jacov': -16.08144327529103, 'zcp_l2_norm': 586.2539672851562, 'zcp_nwot': 214.81478... | |
FBNet_2401 | FBNet | 2401 | 2401 | 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, 16x1x3x3]
%onnx::Conv_631[FLOAT, 16x16x1x1]
%onnx::Conv_634[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 77,602,688 | 2,309,188 | {'zcp_synflow': 76.93476600816014, 'zcp_zen': 67.83760833740234, 'zcp_epe_nas': 10.333957291789718, 'zcp_fisher': 0.09264073520898819, 'zcp_flops': 77602688.0, 'zcp_grad_norm': 23.409168243408203, 'zcp_grasp': -0.19086837768554688, 'zcp_jacov': -16.06329787077916, 'zcp_l2_norm': 643.477783203125, 'zcp_nwot': 214.373834... | |
FBNet_1025 | FBNet | 1025 | 1025 | 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, 16x8x1x1]
%onnx::Conv_721[FLOAT, 16x1x5x5]
%onnx::Conv_724[FLOAT, 16x8x1x1]
%onnx::Conv_727[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 50,241,152 | 1,620,484 | {'zcp_synflow': 71.92326830085572, 'zcp_zen': 63.706207275390625, 'zcp_epe_nas': 12.014340357654154, 'zcp_fisher': 0.10795985907316208, 'zcp_flops': 50241152.0, 'zcp_grad_norm': 23.66715431213379, 'zcp_grasp': 0.004845619201660156, 'zcp_jacov': -16.072310667408217, 'zcp_l2_norm': 561.901123046875, 'zcp_nwot': 205.04850... | |
FBNet_103 | FBNet | 103 | 103 | 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, 16x1x3x3]
%onnx::Conv_652[FLOAT, 16x8x1x1]
%onnx::Conv_655[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 49,752,576 | 1,561,316 | {'zcp_synflow': 70.26932402812301, 'zcp_zen': 58.438194274902344, 'zcp_epe_nas': 19.98428080005745, 'zcp_fisher': 0.05177943781018257, 'zcp_flops': 49752576.0, 'zcp_grad_norm': 17.003141403198242, 'zcp_grasp': -0.027527809143066406, 'zcp_jacov': -16.05339031586395, 'zcp_l2_norm': 530.736083984375, 'zcp_nwot': 202.62758... | |
FBNet_1553 | FBNet | 1553 | 1553 | 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 | 62,089,472 | 1,799,004 | {'zcp_synflow': 77.67362248047358, 'zcp_zen': 67.21208953857422, 'zcp_epe_nas': 9.54543548722008, 'zcp_fisher': 0.14088934659957886, 'zcp_flops': 62089472.0, 'zcp_grad_norm': 25.210172653198242, 'zcp_grasp': -0.024648666381835938, 'zcp_jacov': -16.05307319021746, 'zcp_l2_norm': 605.482177734375, 'zcp_nwot': 213.5743480... | |
FBNet_4471 | FBNet | 4471 | 4471 | 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, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 59,133,568 | 1,574,244 | {'zcp_synflow': 74.83963201232892, 'zcp_zen': 64.88760375976562, 'zcp_epe_nas': 20.82337555629139, 'zcp_fisher': 0.13837577402591705, 'zcp_flops': 59133568.0, 'zcp_grad_norm': 25.489967346191406, 'zcp_grasp': -0.026889801025390625, 'zcp_jacov': -16.058455534466603, 'zcp_l2_norm': 568.849609375, 'zcp_nwot': 211.84476541... | |
FBNet_3655 | FBNet | 3655 | 3655 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_578[FLOAT, 16x3x3x3]
%onnx::Conv_579[FLOAT, 16]
%onnx::Conv_581[FLOAT, 16x16x1x1]
%onnx::Conv_584[FLOAT, 16x1x3x3]
%onnx::Conv_587[FLOAT, 24x16x1x1]
%onnx::Conv_588[FLOAT, 24]
%onnx::Conv_590[F... | val_accuracy | 0 | 53,802,368 | 1,720,980 | {'zcp_synflow': 74.25512795431806, 'zcp_zen': 63.82991027832031, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.06015850231051445, 'zcp_flops': 53802368.0, 'zcp_grad_norm': 16.36539077758789, 'zcp_grasp': -0.02789020538330078, 'zcp_jacov': -16.066799580986373, 'zcp_l2_norm': 561.010986328125, 'zcp_nwot': 205.58... | |
FBNet_837 | FBNet | 837 | 837 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_624[FLOAT, 16x3x3x3]
%onnx::Conv_625[FLOAT, 16]
%onnx::Conv_627[FLOAT, 16x8x1x1]
%onnx::Conv_630[FLOAT, 16x1x5x5]
%onnx::Conv_633[FLOAT, 24x8x1x1]
%onnx::Conv_634[FLOAT, 24]
%onnx::Conv_636[FLO... | val_accuracy | 0 | 77,566,848 | 1,854,516 | {'zcp_synflow': 76.76784476690507, 'zcp_zen': 67.43156433105469, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.06126142665743828, 'zcp_flops': 77566848.0, 'zcp_grad_norm': 18.889705657958984, 'zcp_grasp': -0.05791664123535156, 'zcp_jacov': -16.059734823232528, 'zcp_l2_norm': 614.312255859375, 'zcp_nwot': 214.9... | |
FBNet_3113 | FBNet | 3113 | 3113 | 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, 96x16x1x1]
%onnx::Conv_573[FLOAT, 96]
%onnx::Conv_575[FLOAT, 96x1x5x5]
%onnx::Conv_578[FLOAT, 16x96x1x1]
%onnx::Conv_581[F... | val_accuracy | 0 | 81,091,072 | 2,626,508 | {'zcp_synflow': 76.38435082650567, 'zcp_zen': 66.03121948242188, 'zcp_epe_nas': 10.04642232980952, 'zcp_fisher': 0.12261871993541718, 'zcp_flops': 81091072.0, 'zcp_grad_norm': 24.116622924804688, 'zcp_grasp': -0.14504241943359375, 'zcp_jacov': -16.04135558586115, 'zcp_l2_norm': 649.74365234375, 'zcp_nwot': 213.47371987... | |
FBNet_4657 | FBNet | 4657 | 4657 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_680[FLOAT, 16x3x3x3]
%onnx::Conv_681[FLOAT, 16]
%onnx::Conv_683[FLOAT, 16x8x1x1]
%onnx::Conv_686[FLOAT, 16x1x3x3]
%onnx::Conv_689[FLOAT, 16x8x1x1]
%onnx::Conv_692[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 89,635,072 | 2,381,780 | {'zcp_synflow': 79.71715802476797, 'zcp_zen': 70.8860855102539, 'zcp_epe_nas': 14.124515759570007, 'zcp_fisher': 0.17802000045776367, 'zcp_flops': 89635072.0, 'zcp_grad_norm': 25.141616821289062, 'zcp_grasp': -0.36246490478515625, 'zcp_jacov': -16.060935652700365, 'zcp_l2_norm': 676.4277954101562, 'zcp_nwot': 217.05451... | |
FBNet_4676 | FBNet | 4676 | 4676 | 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, 48x1x5x5]
%onnx::Conv_685[FLOAT, 16x48x1x1]
%onnx::Conv_688[F... | val_accuracy | 0 | 57,627,776 | 1,793,364 | {'zcp_synflow': 74.37168167546058, 'zcp_zen': 65.51284790039062, 'zcp_epe_nas': 22.37580847168576, 'zcp_fisher': 0.12011285871267319, 'zcp_flops': 57627776.0, 'zcp_grad_norm': 22.968379974365234, 'zcp_grasp': -0.084075927734375, 'zcp_jacov': -16.057493246130424, 'zcp_l2_norm': 589.70849609375, 'zcp_nwot': 207.454541120... | |
FBNet_3330 | FBNet | 3330 | 3330 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_561[FLOAT, 16x3x3x3]
%onnx::Conv_562[FLOAT, 16]
%onnx::Conv_564[FLOAT, 16x16x1x1]
%onnx::Conv_567[FLOAT, 16x1x3x3]
%onnx::Conv_570[FLOAT, 16x16x1x1]
%onnx::Conv_573[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 66,472,960 | 1,512,980 | {'zcp_synflow': 71.59854593809894, 'zcp_zen': 59.80867004394531, 'zcp_epe_nas': 8.57071029280668, 'zcp_fisher': 0.05603431537747383, 'zcp_flops': 66472960.0, 'zcp_grad_norm': 19.83919906616211, 'zcp_grasp': -0.0049037933349609375, 'zcp_jacov': -16.07377563476289, 'zcp_l2_norm': 536.9342041015625, 'zcp_nwot': 213.844398... | |
FBNet_4452 | FBNet | 4452 | 4452 | 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, 16x16x1x1]
%onnx::Conv_626[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 61,982,336 | 1,764,156 | {'zcp_synflow': 78.09020286557175, 'zcp_zen': 66.88166809082031, 'zcp_epe_nas': 17.09294250950314, 'zcp_fisher': 0.09789466857910156, 'zcp_flops': 61982336.0, 'zcp_grad_norm': 22.02710723876953, 'zcp_grasp': -0.06190681457519531, 'zcp_jacov': -16.06711326291932, 'zcp_l2_norm': 615.9899291992188, 'zcp_nwot': 208.6355935... | |
FBNet_452 | FBNet | 452 | 452 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_732[FLOAT, 16x3x3x3]
%onnx::Conv_733[FLOAT, 16]
%onnx::Conv_735[FLOAT, 96x16x1x1]
%onnx::Conv_736[FLOAT, 96]
%onnx::Conv_738[FLOAT, 96x1x3x3]
%onnx::Conv_741[FLOAT, 16x96x1x1]
%onnx::Conv_744[F... | val_accuracy | 0 | 84,194,688 | 1,888,852 | {'zcp_synflow': 79.3659865135457, 'zcp_zen': 73.09788513183594, 'zcp_epe_nas': 7.582049734413388, 'zcp_fisher': 0.27562254667282104, 'zcp_flops': 84194688.0, 'zcp_grad_norm': 32.99165344238281, 'zcp_grasp': -0.049289703369140625, 'zcp_jacov': -16.077036062661506, 'zcp_l2_norm': 671.0658569335938, 'zcp_nwot': 219.695014... | |
FBNet_1677 | FBNet | 1677 | 1677 | 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, 16x1x5x5]
%onnx::Conv_705[FLOAT, 16x16x1x1]
%onnx::Conv_708[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 53,158,272 | 1,528,028 | {'zcp_synflow': 82.14313480337273, 'zcp_zen': 69.88450622558594, 'zcp_epe_nas': 20.66930828800138, 'zcp_fisher': 0.15514594316482544, 'zcp_flops': 53158272.0, 'zcp_grad_norm': 24.26479721069336, 'zcp_grasp': 0.02939605712890625, 'zcp_jacov': -16.049823827493682, 'zcp_l2_norm': 608.197021484375, 'zcp_nwot': 206.12793695... | |
FBNet_1572 | FBNet | 1572 | 1572 | 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, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 56,373,376 | 1,553,428 | {'zcp_synflow': 75.0401621825422, 'zcp_zen': 66.38383483886719, 'zcp_epe_nas': 10.330459141673868, 'zcp_fisher': 0.1004803329706192, 'zcp_flops': 56373376.0, 'zcp_grad_norm': 25.71776580810547, 'zcp_grasp': -0.03828620910644531, 'zcp_jacov': -16.049961398328733, 'zcp_l2_norm': 574.4906005859375, 'zcp_nwot': 212.2335093... | |
FBNet_915 | FBNet | 915 | 915 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_685[FLOAT, 16x3x3x3]
%onnx::Conv_686[FLOAT, 16]
%onnx::Conv_688[FLOAT, 48x16x1x1]
%onnx::Conv_689[FLOAT, 48]
%onnx::Conv_691[FLOAT, 48x1x5x5]
%onnx::Conv_694[FLOAT, 16x48x1x1]
%onnx::Conv_697[F... | val_accuracy | 0 | 48,462,720 | 1,310,036 | {'zcp_synflow': 79.9398589463383, 'zcp_zen': 67.3848648071289, 'zcp_epe_nas': 8.575353070086553, 'zcp_fisher': 0.1938859522342682, 'zcp_flops': 48462720.0, 'zcp_grad_norm': 29.532739639282227, 'zcp_grasp': -0.19106674194335938, 'zcp_jacov': -16.06110850493377, 'zcp_l2_norm': 559.4659423828125, 'zcp_nwot': 208.026734059... | |
FBNet_4586 | FBNet | 4586 | 4586 | 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, 48x16x1x1]
%onnx::Conv_753[FLOAT, 48]
%onnx::Conv_755[FLOAT, 48x1x5x5]
%onnx::Conv_758[FLOAT, 16x48x1x1]
%onnx::Conv_761[F... | val_accuracy | 0 | 94,651,008 | 2,112,332 | {'zcp_synflow': 79.53707617227376, 'zcp_zen': 72.84576416015625, 'zcp_epe_nas': 22.394333312612048, 'zcp_fisher': 0.17721125483512878, 'zcp_flops': 94651008.0, 'zcp_grad_norm': 32.47683334350586, 'zcp_grasp': -0.02448272705078125, 'zcp_jacov': -16.071550348752197, 'zcp_l2_norm': 672.772216796875, 'zcp_nwot': 220.154054... | |
FBNet_1250 | FBNet | 1250 | 1250 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_584[FLOAT, 16x3x3x3]
%onnx::Conv_585[FLOAT, 16]
%onnx::Conv_587[FLOAT, 96x16x1x1]
%onnx::Conv_588[FLOAT, 96]
%onnx::Conv_590[FLOAT, 96x1x5x5]
%onnx::Conv_593[FLOAT, 16x96x1x1]
%onnx::Conv_596[F... | val_accuracy | 0 | 72,222,080 | 1,605,876 | {'zcp_synflow': 81.02837135408502, 'zcp_zen': 69.22212219238281, 'zcp_epe_nas': 12.087941830226807, 'zcp_fisher': 0.15561823546886444, 'zcp_flops': 72222080.0, 'zcp_grad_norm': 24.090192794799805, 'zcp_grasp': -0.10617828369140625, 'zcp_jacov': -16.07185676657113, 'zcp_l2_norm': 616.7440185546875, 'zcp_nwot': 214.10373... | |
FBNet_2191 | FBNet | 2191 | 2191 | 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, 48x16x1x1]
%onnx::Conv_672[FLOAT, 48]
%onnx::Conv_674[FLOAT, 48x1x5x5]
%onnx::Conv_677[FLOAT, 16x48x1x1]
%onnx::Conv_680[F... | val_accuracy | 0 | 65,416,320 | 2,038,300 | {'zcp_synflow': 79.54302704310585, 'zcp_zen': 69.43112182617188, 'zcp_epe_nas': 6.073424049763659, 'zcp_fisher': 0.2219117283821106, 'zcp_flops': 65416320.0, 'zcp_grad_norm': 26.052425384521484, 'zcp_grasp': 0.19143295288085938, 'zcp_jacov': -16.050184591603294, 'zcp_l2_norm': 643.8694458007812, 'zcp_nwot': 210.9605541... | |
FBNet_754 | FBNet | 754 | 754 | 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 | 66,790,784 | 2,077,020 | {'zcp_synflow': 73.7655891855748, 'zcp_zen': 64.51087951660156, 'zcp_epe_nas': 10.80797724823031, 'zcp_fisher': 0.09862842410802841, 'zcp_flops': 66790784.0, 'zcp_grad_norm': 21.0572509765625, 'zcp_grasp': -0.14227676391601562, 'zcp_jacov': -16.069554168072933, 'zcp_l2_norm': 588.4036254882812, 'zcp_nwot': 211.51919684... | |
FBNet_3723 | FBNet | 3723 | 3723 | 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, 16x8x1x1]
%onnx::Conv_646[FLOAT, 16x1x5x5]
%onnx::Conv_649[FLOAT, 16x8x1x1]
%onnx::Conv_652[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 82,363,776 | 1,936,260 | {'zcp_synflow': 76.3389232314857, 'zcp_zen': 69.33539581298828, 'zcp_epe_nas': 16.715390479803077, 'zcp_fisher': 0.10332515835762024, 'zcp_flops': 82363776.0, 'zcp_grad_norm': 22.68507957458496, 'zcp_grasp': 0.11730766296386719, 'zcp_jacov': -16.060824162965616, 'zcp_l2_norm': 648.1148071289062, 'zcp_nwot': 216.7189790... | |
FBNet_697 | FBNet | 697 | 697 | 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, 96x1x5x5]
%onnx::Conv_641[FLOAT, 16x96x1x1]
%onnx::Conv_644[F... | val_accuracy | 0 | 69,028,736 | 1,839,092 | {'zcp_synflow': 80.19092579604254, 'zcp_zen': 68.9868392944336, 'zcp_epe_nas': 6.339754348755752, 'zcp_fisher': 0.16472576558589935, 'zcp_flops': 69028736.0, 'zcp_grad_norm': 27.421968460083008, 'zcp_grasp': -0.2770195007324219, 'zcp_jacov': -16.07264913338746, 'zcp_l2_norm': 631.8302001953125, 'zcp_nwot': 211.47568725... | |
FBNet_4374 | FBNet | 4374 | 4374 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_579[FLOAT, 16x3x3x3]
%onnx::Conv_580[FLOAT, 16]
%onnx::Conv_582[FLOAT, 48x16x1x1]
%onnx::Conv_583[FLOAT, 48]
%onnx::Conv_585[FLOAT, 48x1x5x5]
%onnx::Conv_588[FLOAT, 16x48x1x1]
%onnx::Conv_591[F... | val_accuracy | 0 | 73,946,752 | 2,023,372 | {'zcp_synflow': 69.03154363737825, 'zcp_zen': 60.49693298339844, 'zcp_epe_nas': 20.057679059601966, 'zcp_fisher': 0.07751917839050293, 'zcp_flops': 73946752.0, 'zcp_grad_norm': 20.557844161987305, 'zcp_grasp': -0.2319316864013672, 'zcp_jacov': -16.05554273393244, 'zcp_l2_norm': 571.9319458007812, 'zcp_nwot': 213.210099... | |
FBNet_3080 | FBNet | 3080 | 3080 | 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, 16x1x3x3]
%onnx::Conv_759[FLOAT, 24x8x1x1]
%onnx::Conv_760[FLOAT, 24]
%onnx::Conv_762[FLO... | val_accuracy | 0 | 54,337,920 | 1,319,348 | {'zcp_synflow': 68.45325126346941, 'zcp_zen': 60.62423324584961, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.09284783899784088, 'zcp_flops': 54337920.0, 'zcp_grad_norm': 19.841983795166016, 'zcp_grasp': -0.0019178390502929688, 'zcp_jacov': -16.048937975127174, 'zcp_l2_norm': 513.8184204101562, 'zcp_nwot': 20... | |
FBNet_6 | FBNet | 6 | 6 | 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, 16x8x1x1]
%onnx::Conv_636[FLOAT, 16x1x5x5]
%onnx::Conv_639[FLOAT, 16x8x1x1]
%onnx::Conv_642[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 73,440,128 | 1,770,444 | {'zcp_synflow': 84.0171595346383, 'zcp_zen': 72.71915435791016, 'zcp_epe_nas': 18.822925589729927, 'zcp_fisher': 0.13278678059577942, 'zcp_flops': 73440128.0, 'zcp_grad_norm': 25.842756271362305, 'zcp_grasp': 0.07021713256835938, 'zcp_jacov': -16.06000910930099, 'zcp_l2_norm': 663.7381591796875, 'zcp_nwot': 213.5699457... | |
FBNet_1055 | FBNet | 1055 | 1055 | 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, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 59,106,688 | 1,538,924 | {'zcp_synflow': 73.09563190957924, 'zcp_zen': 63.636558532714844, 'zcp_epe_nas': 25.93979532588962, 'zcp_fisher': 0.08717767894268036, 'zcp_flops': 59106688.0, 'zcp_grad_norm': 20.773963928222656, 'zcp_grasp': 0.014436721801757812, 'zcp_jacov': -16.066917220129362, 'zcp_l2_norm': 574.3762817382812, 'zcp_nwot': 207.8680... | |
FBNet_3616 | FBNet | 3616 | 3616 | 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 | 80,056,320 | 2,028,340 | {'zcp_synflow': 77.74701920854775, 'zcp_zen': 69.04659271240234, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1703462302684784, 'zcp_flops': 80056320.0, 'zcp_grad_norm': 30.15534210205078, 'zcp_grasp': -0.06549453735351562, 'zcp_jacov': -16.05515192087561, 'zcp_l2_norm': 642.5196533203125, 'zcp_nwot': 218.342... | |
FBNet_4678 | FBNet | 4678 | 4678 | 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, 16x16x1x1]
%onnx::Conv_674[FLOAT, 16x1x5x5]
%onnx::Conv_677[FLOAT, 16x16x1x1]
%onnx::Conv_680[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 59,945,856 | 1,787,772 | {'zcp_synflow': 78.07526469564506, 'zcp_zen': 67.55355834960938, 'zcp_epe_nas': 19.644875916588823, 'zcp_fisher': 0.10412926226854324, 'zcp_flops': 59945856.0, 'zcp_grad_norm': 21.277803421020508, 'zcp_grasp': -0.055896759033203125, 'zcp_jacov': -16.057909483997236, 'zcp_l2_norm': 611.2105712890625, 'zcp_nwot': 209.438... | |
FBNet_1797 | FBNet | 1797 | 1797 | 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, 16x1x3x3]
%onnx::Conv_687[FLOAT, 16x8x1x1]
%onnx::Conv_690[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 50,630,016 | 1,495,540 | {'zcp_synflow': 72.85627383744372, 'zcp_zen': 62.812496185302734, 'zcp_epe_nas': 10.903739574597507, 'zcp_fisher': 0.09107808768749237, 'zcp_flops': 50630016.0, 'zcp_grad_norm': 19.121543884277344, 'zcp_grasp': -0.08646011352539062, 'zcp_jacov': -16.057528359360873, 'zcp_l2_norm': 551.3997192382812, 'zcp_nwot': 205.609... | |
FBNet_1326 | FBNet | 1326 | 1326 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_579[FLOAT, 16x3x3x3]
%onnx::Conv_580[FLOAT, 16]
%onnx::Conv_582[FLOAT, 96x16x1x1]
%onnx::Conv_583[FLOAT, 96]
%onnx::Conv_585[FLOAT, 96x1x5x5]
%onnx::Conv_588[FLOAT, 24x96x1x1]
%onnx::Conv_589[F... | val_accuracy | 0 | 68,167,040 | 2,363,036 | {'zcp_synflow': 70.93587696592316, 'zcp_zen': 63.479862213134766, 'zcp_epe_nas': 6.854940869244546, 'zcp_fisher': 0.07163454592227936, 'zcp_flops': 68167040.0, 'zcp_grad_norm': 19.047395706176758, 'zcp_grasp': -0.017543792724609375, 'zcp_jacov': -16.070719326781656, 'zcp_l2_norm': 609.3319091796875, 'zcp_nwot': 210.749... | |
FBNet_4844 | FBNet | 4844 | 4844 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_487[FLOAT, 16x3x3x3]
%onnx::Conv_488[FLOAT, 16]
%onnx::Conv_490[FLOAT, 16x8x1x1]
%onnx::Conv_493[FLOAT, 16x1x3x3]
%onnx::Conv_496[FLOAT, 16x8x1x1]
%onnx::Conv_499[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 63,667,072 | 2,264,964 | {'zcp_synflow': 58.31856557562351, 'zcp_zen': 51.543453216552734, 'zcp_epe_nas': 7.773143183074044, 'zcp_fisher': 0.03094910830259323, 'zcp_flops': 63667072.0, 'zcp_grad_norm': 12.92577075958252, 'zcp_grasp': 0.005592823028564453, 'zcp_jacov': -16.05293051363445, 'zcp_l2_norm': 499.95623779296875, 'zcp_nwot': 208.77257... | |
FBNet_3088 | FBNet | 3088 | 3088 | 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, 16x16x1x1]
%onnx::Conv_575[FLOAT, 16x1x5x5]
%onnx::Conv_578[FLOAT, 16x16x1x1]
%onnx::Conv_581[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 47,833,344 | 1,244,196 | {'zcp_synflow': 68.28553501778259, 'zcp_zen': 59.0031852722168, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.07661762088537216, 'zcp_flops': 47833344.0, 'zcp_grad_norm': 19.42369270324707, 'zcp_grasp': -0.052025794982910156, 'zcp_jacov': -16.0422985895564, 'zcp_l2_norm': 520.5864868164062, 'zcp_nwot': 207.043... | |
FBNet_3073 | FBNet | 3073 | 3073 | 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, 96x1x3x3]
%onnx::Conv_714[FLOAT, 16x96x1x1]
%onnx::Conv_717[F... | val_accuracy | 0 | 74,722,688 | 1,592,428 | {'zcp_synflow': 78.20240363195846, 'zcp_zen': 69.72293853759766, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.16513793170452118, 'zcp_flops': 74722688.0, 'zcp_grad_norm': 27.87158966064453, 'zcp_grasp': 0.5196990966796875, 'zcp_jacov': -16.057427271902426, 'zcp_l2_norm': 615.664306640625, 'zcp_nwot': 215.6706... | |
FBNet_390 | FBNet | 390 | 390 | 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, 48x1x5x5]
%onnx::Conv_641[FLOAT, 16x48x1x1]
%onnx::Conv_644[F... | val_accuracy | 0 | 88,611,456 | 2,103,628 | {'zcp_synflow': 80.84977819501682, 'zcp_zen': 71.4151840209961, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1314721703529358, 'zcp_flops': 88611456.0, 'zcp_grad_norm': 33.89366912841797, 'zcp_grasp': 0.055789947509765625, 'zcp_jacov': -16.05014106150748, 'zcp_l2_norm': 667.826171875, 'zcp_nwot': 218.06393981... | |
FBNet_603 | FBNet | 603 | 603 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_572[FLOAT, 16x3x3x3]
%onnx::Conv_573[FLOAT, 16]
%onnx::Conv_575[FLOAT, 16x8x1x1]
%onnx::Conv_578[FLOAT, 16x1x3x3]
%onnx::Conv_581[FLOAT, 16x8x1x1]
%onnx::Conv_584[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 59,631,616 | 1,623,620 | {'zcp_synflow': 66.12977094087357, 'zcp_zen': 57.54740524291992, 'zcp_epe_nas': 15.470776103064177, 'zcp_fisher': 0.029415670782327652, 'zcp_flops': 59631616.0, 'zcp_grad_norm': 13.50589370727539, 'zcp_grasp': -0.012964248657226562, 'zcp_jacov': -16.067136987297395, 'zcp_l2_norm': 514.3754272460938, 'zcp_nwot': 211.071... | |
FBNet_4841 | FBNet | 4841 | 4841 | 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, 24x16x1x1]
%onnx::Conv_656[FLOAT, 24]
%onnx::Conv_658[FLOAT, 72x24x1x1]
%onnx::Conv_659[FLOAT, 72]
%onnx::Conv_661[FLOAT, ... | val_accuracy | 0 | 48,150,144 | 1,532,700 | {'zcp_synflow': 67.621412230475, 'zcp_zen': 59.778507232666016, 'zcp_epe_nas': 6.711672362650362, 'zcp_fisher': 0.05986329913139343, 'zcp_flops': 48150144.0, 'zcp_grad_norm': 18.378318786621094, 'zcp_grasp': -0.07268905639648438, 'zcp_jacov': -16.05380640076861, 'zcp_l2_norm': 527.6771240234375, 'zcp_nwot': 206.7372371... | |
FBNet_4549 | FBNet | 4549 | 4549 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_585[FLOAT, 16x3x3x3]
%onnx::Conv_586[FLOAT, 16]
%onnx::Conv_588[FLOAT, 48x16x1x1]
%onnx::Conv_589[FLOAT, 48]
%onnx::Conv_591[FLOAT, 48x1x5x5]
%onnx::Conv_594[FLOAT, 16x48x1x1]
%onnx::Conv_597[F... | val_accuracy | 0 | 77,547,648 | 1,566,276 | {'zcp_synflow': 70.01250983034684, 'zcp_zen': 59.097686767578125, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.09493882209062576, 'zcp_flops': 77547648.0, 'zcp_grad_norm': 23.690643310546875, 'zcp_grasp': -0.016834259033203125, 'zcp_jacov': -16.04866389609505, 'zcp_l2_norm': 503.9791564941406, 'zcp_nwot': 218... | |
FBNet_4405 | FBNet | 4405 | 4405 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_542[FLOAT, 16x3x3x3]
%onnx::Conv_543[FLOAT, 16]
%onnx::Conv_545[FLOAT, 48x16x1x1]
%onnx::Conv_546[FLOAT, 48]
%onnx::Conv_548[FLOAT, 48x1x3x3]
%onnx::Conv_551[FLOAT, 16x48x1x1]
%onnx::Conv_554[F... | val_accuracy | 0 | 74,908,032 | 2,078,092 | {'zcp_synflow': 71.4280185430511, 'zcp_zen': 60.32728576660156, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.08943033218383789, 'zcp_flops': 74908032.0, 'zcp_grad_norm': 21.239578247070312, 'zcp_grasp': 0.02089691162109375, 'zcp_jacov': -16.05810432054765, 'zcp_l2_norm': 568.9418334960938, 'zcp_nwot': 216.117... | |
FBNet_4063 | FBNet | 4063 | 4063 | 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, 48x16x1x1]
%onnx::Conv_727[FLOAT, 48]
%onnx::Conv_729[FLOAT, 48x1x3x3]
%onnx::Conv_732[FLOAT, 16x48x1x1]
%onnx::Conv_735[F... | val_accuracy | 0 | 76,003,456 | 2,130,732 | {'zcp_synflow': 77.77928464665416, 'zcp_zen': 69.78970336914062, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1202029287815094, 'zcp_flops': 76003456.0, 'zcp_grad_norm': 22.43703269958496, 'zcp_grasp': 0.2164764404296875, 'zcp_jacov': -16.06525458846213, 'zcp_l2_norm': 645.6082153320312, 'zcp_nwot': 211.93243... | |
FBNet_3311 | FBNet | 3311 | 3311 | 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, 16x16x1x1]
%onnx::Conv_575[FLOAT, 16x1x5x5]
%onnx::Conv_578[FLOAT, 24x16x1x1]
%onnx::Conv_579[FLOAT, 24]
%onnx::Conv_581[F... | val_accuracy | 0 | 39,185,024 | 1,202,940 | {'zcp_synflow': 67.89484470061731, 'zcp_zen': 55.4381103515625, 'zcp_epe_nas': 8.201088348286222, 'zcp_fisher': 0.03457094728946686, 'zcp_flops': 39185024.0, 'zcp_grad_norm': 13.870241165161133, 'zcp_grasp': 0.004350423812866211, 'zcp_jacov': -16.052256879447047, 'zcp_l2_norm': 470.15966796875, 'zcp_nwot': 203.37304559... | |
FBNet_568 | FBNet | 568 | 568 | 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, 16x1x3x3]
%onnx::Conv_643[FLOAT, 16x16x1x1]
%onnx::Conv_646[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 78,030,720 | 2,229,556 | {'zcp_synflow': 77.13460575703682, 'zcp_zen': 67.40946197509766, 'zcp_epe_nas': 7.748394817578343, 'zcp_fisher': 0.1216965764760971, 'zcp_flops': 78030720.0, 'zcp_grad_norm': 24.13748550415039, 'zcp_grasp': 0.052707672119140625, 'zcp_jacov': -16.06639513346782, 'zcp_l2_norm': 654.1785278320312, 'zcp_nwot': 214.09395722... | |
FBNet_422 | FBNet | 422 | 422 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_578[FLOAT, 16x3x3x3]
%onnx::Conv_579[FLOAT, 16]
%onnx::Conv_581[FLOAT, 96x16x1x1]
%onnx::Conv_582[FLOAT, 96]
%onnx::Conv_584[FLOAT, 96x1x5x5]
%onnx::Conv_587[FLOAT, 16x96x1x1]
%onnx::Conv_590[F... | val_accuracy | 0 | 74,628,352 | 1,630,796 | {'zcp_synflow': 72.84295609254228, 'zcp_zen': 63.09949493408203, 'zcp_epe_nas': 27.92299439213907, 'zcp_fisher': 0.12444353103637695, 'zcp_flops': 74628352.0, 'zcp_grad_norm': 22.758756637573242, 'zcp_grasp': -0.07379341125488281, 'zcp_jacov': -16.054363917725745, 'zcp_l2_norm': 574.9521484375, 'zcp_nwot': 214.11090505... | |
FBNet_2698 | FBNet | 2698 | 2698 | 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, 16x8x1x1]
%onnx::Conv_683[FLOAT, 16x1x5x5]
%onnx::Conv_686[FLOAT, 24x8x1x1]
%onnx::Conv_687[FLOAT, 24]
%onnx::Conv_689[FLO... | val_accuracy | 0 | 60,857,216 | 2,253,212 | {'zcp_synflow': 74.66493833170333, 'zcp_zen': 67.9677734375, 'zcp_epe_nas': 16.277934268395352, 'zcp_fisher': 0.07068055868148804, 'zcp_flops': 60857216.0, 'zcp_grad_norm': 20.359176635742188, 'zcp_grasp': -0.05605125427246094, 'zcp_jacov': -16.058852519599647, 'zcp_l2_norm': 631.54736328125, 'zcp_nwot': 206.7301474808... | |
FBNet_4045 | FBNet | 4045 | 4045 | 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, 16x1x3x3]
%onnx::Conv_615[FLOAT, 16x8x1x1]
%onnx::Conv_618[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 57,053,184 | 1,522,100 | {'zcp_synflow': 74.11257311129339, 'zcp_zen': 62.341026306152344, 'zcp_epe_nas': 16.289505283999524, 'zcp_fisher': 0.08119790256023407, 'zcp_flops': 57053184.0, 'zcp_grad_norm': 18.998035430908203, 'zcp_grasp': -0.023969650268554688, 'zcp_jacov': -16.0530670054188, 'zcp_l2_norm': 557.0287475585938, 'zcp_nwot': 210.3788... | |
FBNet_4359 | FBNet | 4359 | 4359 | 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, 16x1x3x3]
%onnx::Conv_687[FLOAT, 16x8x1x1]
%onnx::Conv_690[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 67,959,680 | 1,875,436 | {'zcp_synflow': 70.6584410702742, 'zcp_zen': 66.20524597167969, 'zcp_epe_nas': 18.734937605001576, 'zcp_fisher': 0.061980269849300385, 'zcp_flops': 67959680.0, 'zcp_grad_norm': 18.100627899169922, 'zcp_grasp': 0.002899169921875, 'zcp_jacov': -16.052210313654538, 'zcp_l2_norm': 625.5097045898438, 'zcp_nwot': 210.0968927... | |
FBNet_731 | FBNet | 731 | 731 | 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 | 81,666,432 | 2,175,572 | {'zcp_synflow': 84.50173068755723, 'zcp_zen': 74.63818359375, 'zcp_epe_nas': 26.007820346598226, 'zcp_fisher': 0.15402711927890778, 'zcp_flops': 81666432.0, 'zcp_grad_norm': 32.849449157714844, 'zcp_grasp': -0.18608474731445312, 'zcp_jacov': -16.050210707935797, 'zcp_l2_norm': 687.12548828125, 'zcp_nwot': 213.393708528... | |
FBNet_4838 | FBNet | 4838 | 4838 | 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 | 66,553,856 | 1,953,844 | {'zcp_synflow': 75.1226817671799, 'zcp_zen': 66.04403686523438, 'zcp_epe_nas': 6.666528550379195, 'zcp_fisher': 0.12139669805765152, 'zcp_flops': 66553856.0, 'zcp_grad_norm': 26.297117233276367, 'zcp_grasp': 0.07900619506835938, 'zcp_jacov': -16.052885758767083, 'zcp_l2_norm': 611.0889892578125, 'zcp_nwot': 209.6788244... | |
FBNet_3340 | FBNet | 3340 | 3340 | 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 | 45,291,008 | 1,385,692 | {'zcp_synflow': 63.642632097272475, 'zcp_zen': 53.250404357910156, 'zcp_epe_nas': 10.932699472351937, 'zcp_fisher': 0.048367369920015335, 'zcp_flops': 45291008.0, 'zcp_grad_norm': 15.024925231933594, 'zcp_grasp': 0.006814002990722656, 'zcp_jacov': -16.06963136037693, 'zcp_l2_norm': 467.8146667480469, 'zcp_nwot': 208.31... | |
FBNet_3228 | FBNet | 3228 | 3228 | 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, 96x16x1x1]
%onnx::Conv_692[FLOAT, 96]
%onnx::Conv_694[FLOAT, 96x1x3x3]
%onnx::Conv_697[FLOAT, 16x96x1x1]
%onnx::Conv_700[F... | val_accuracy | 0 | 71,907,712 | 2,004,028 | {'zcp_synflow': 76.3164836909906, 'zcp_zen': 67.67366790771484, 'zcp_epe_nas': 11.205073802940477, 'zcp_fisher': 0.16555403172969818, 'zcp_flops': 71907712.0, 'zcp_grad_norm': 28.002517700195312, 'zcp_grasp': -0.2067108154296875, 'zcp_jacov': -16.062402875639087, 'zcp_l2_norm': 622.9871215820312, 'zcp_nwot': 215.638902... | |
FBNet_1940 | FBNet | 1940 | 1940 | 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, 24x8x1x1]
%onnx::Conv_716[FLOAT, 24]
%onnx::Conv_718[FLO... | val_accuracy | 0 | 43,501,696 | 1,572,940 | {'zcp_synflow': 65.99436738986599, 'zcp_zen': 59.80062484741211, 'zcp_epe_nas': 29.843358420072562, 'zcp_fisher': 0.045005545020103455, 'zcp_flops': 43501696.0, 'zcp_grad_norm': 16.040573120117188, 'zcp_grasp': -0.010781288146972656, 'zcp_jacov': -16.047763527648193, 'zcp_l2_norm': 526.12353515625, 'zcp_nwot': 201.2066... | |
FBNet_1416 | FBNet | 1416 | 1416 | 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, 16x16x1x1]
%onnx::Conv_621[FLOAT, 16x1x3x3]
%onnx::Conv_624[FLOAT, 16x16x1x1]
%onnx::Conv_627[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 71,339,392 | 1,489,836 | {'zcp_synflow': 78.15772579150546, 'zcp_zen': 65.2808837890625, 'zcp_epe_nas': 10.014863030655693, 'zcp_fisher': 0.13065938651561737, 'zcp_flops': 71339392.0, 'zcp_grad_norm': 25.021644592285156, 'zcp_grasp': -0.03489875793457031, 'zcp_jacov': -16.05583122650677, 'zcp_l2_norm': 588.1707763671875, 'zcp_nwot': 216.311082... | |
FBNet_950 | FBNet | 950 | 950 | 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, 16x8x1x1]
%onnx::Conv_636[FLOAT, 16x1x5x5]
%onnx::Conv_639[FLOAT, 16x8x1x1]
%onnx::Conv_642[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 67,669,888 | 1,408,940 | {'zcp_synflow': 83.27929248421324, 'zcp_zen': 69.97463989257812, 'zcp_epe_nas': 29.697726265159904, 'zcp_fisher': 0.1593855619430542, 'zcp_flops': 67669888.0, 'zcp_grad_norm': 25.683147430419922, 'zcp_grasp': -0.209991455078125, 'zcp_jacov': -16.152415797322302, 'zcp_l2_norm': 606.703125, 'zcp_nwot': 214.29595474720807... | |
FBNet_712 | FBNet | 712 | 712 | 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 | 55,294,336 | 1,369,060 | {'zcp_synflow': 68.48874841828638, 'zcp_zen': 58.737953186035156, 'zcp_epe_nas': 21.69454797922005, 'zcp_fisher': 0.07012871652841568, 'zcp_flops': 55294336.0, 'zcp_grad_norm': 19.53650665283203, 'zcp_grasp': -0.04094886779785156, 'zcp_jacov': -16.04562632611698, 'zcp_l2_norm': 506.8324279785156, 'zcp_nwot': 210.765632... | |
FBNet_2387 | FBNet | 2387 | 2387 | 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, 16x8x1x1]
%onnx::Conv_692[FLOAT, 16x1x5x5]
%onnx::Conv_695[FLOAT, 16x8x1x1]
%onnx::Conv_698[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 85,836,416 | 2,758,796 | {'zcp_synflow': 79.05642482308495, 'zcp_zen': 72.05130004882812, 'zcp_epe_nas': 15.903563669543958, 'zcp_fisher': 0.11531393975019455, 'zcp_flops': 85836416.0, 'zcp_grad_norm': 26.697450637817383, 'zcp_grasp': -0.09046363830566406, 'zcp_jacov': -16.054494270186282, 'zcp_l2_norm': 702.1881713867188, 'zcp_nwot': 212.5725... | |
FBNet_4538 | FBNet | 4538 | 4538 | 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, 96x1x5x5]
%onnx::Conv_732[FLOAT, 16x96x1x1]
%onnx::Conv_735[F... | val_accuracy | 0 | 78,438,016 | 1,544,092 | {'zcp_synflow': 76.6471609517443, 'zcp_zen': 68.92240905761719, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.2448970377445221, 'zcp_flops': 78438016.0, 'zcp_grad_norm': 31.82300567626953, 'zcp_grasp': 0.5336532592773438, 'zcp_jacov': -16.052015064699734, 'zcp_l2_norm': 604.9357299804688, 'zcp_nwot': 218.87373... | |
FBNet_3913 | FBNet | 3913 | 3913 | 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, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 81,933,184 | 1,950,164 | {'zcp_synflow': 82.20978322993385, 'zcp_zen': 72.05484771728516, 'zcp_epe_nas': 9.91617065008695, 'zcp_fisher': 0.17930781841278076, 'zcp_flops': 81933184.0, 'zcp_grad_norm': 26.835308074951172, 'zcp_grasp': 0.048816680908203125, 'zcp_jacov': -16.06717951422153, 'zcp_l2_norm': 676.2997436523438, 'zcp_nwot': 214.3189628... | |
FBNet_2738 | FBNet | 2738 | 2738 | 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, 24x16x1x1]
%onnx::Conv_645[FLOAT, 24]
%onnx::Conv_647[FLOAT, 144x24x1x1]
%onnx::Conv_648[FLOAT, 144]
%onnx::Conv_650[FLOAT... | val_accuracy | 0 | 71,730,048 | 2,246,340 | {'zcp_synflow': 72.84851378117553, 'zcp_zen': 65.2976303100586, 'zcp_epe_nas': 6.983261395872902, 'zcp_fisher': 0.12805958092212677, 'zcp_flops': 71730048.0, 'zcp_grad_norm': 21.338279724121094, 'zcp_grasp': -0.07602691650390625, 'zcp_jacov': -16.05470665270323, 'zcp_l2_norm': 622.41552734375, 'zcp_nwot': 212.234530348... | |
FBNet_503 | FBNet | 503 | 503 | 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 | 47,778,048 | 1,100,044 | {'zcp_synflow': 70.76507655613875, 'zcp_zen': 60.03416442871094, 'zcp_epe_nas': 39.7230173458465, 'zcp_fisher': 0.11241824924945831, 'zcp_flops': 47778048.0, 'zcp_grad_norm': 23.10270881652832, 'zcp_grasp': -0.04522418975830078, 'zcp_jacov': -16.076908720824648, 'zcp_l2_norm': 508.8357849121094, 'zcp_nwot': 210.6870549... | |
FBNet_4484 | FBNet | 4484 | 4484 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_531[FLOAT, 16x3x3x3]
%onnx::Conv_532[FLOAT, 16]
%onnx::Conv_534[FLOAT, 96x16x1x1]
%onnx::Conv_535[FLOAT, 96]
%onnx::Conv_537[FLOAT, 96x1x3x3]
%onnx::Conv_540[FLOAT, 16x96x1x1]
%onnx::Conv_543[F... | val_accuracy | 0 | 70,322,432 | 1,908,788 | {'zcp_synflow': 70.73774720207693, 'zcp_zen': 61.20918273925781, 'zcp_epe_nas': 20.33681342171534, 'zcp_fisher': 0.07621387392282486, 'zcp_flops': 70322432.0, 'zcp_grad_norm': 21.387788772583008, 'zcp_grasp': -0.28733253479003906, 'zcp_jacov': -16.068720401975668, 'zcp_l2_norm': 573.1365966796875, 'zcp_nwot': 215.20557... | |
FBNet_4562 | FBNet | 4562 | 4562 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_533[FLOAT, 16x3x3x3]
%onnx::Conv_534[FLOAT, 16]
%onnx::Conv_536[FLOAT, 16x8x1x1]
%onnx::Conv_539[FLOAT, 16x1x5x5]
%onnx::Conv_542[FLOAT, 16x8x1x1]
%onnx::Conv_545[FLOAT, 16x8x1x1]
%onnx::Conv_5... | val_accuracy | 0 | 62,723,200 | 2,238,724 | {'zcp_synflow': 66.68541222793941, 'zcp_zen': 57.69160461425781, 'zcp_epe_nas': 21.59762150572456, 'zcp_fisher': 0.03316381946206093, 'zcp_flops': 62723200.0, 'zcp_grad_norm': 14.184907913208008, 'zcp_grasp': 0.03087902069091797, 'zcp_jacov': -16.05753035745849, 'zcp_l2_norm': 573.510498046875, 'zcp_nwot': 203.39606098... | |
FBNet_4800 | FBNet | 4800 | 4800 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_660[FLOAT, 16x3x3x3]
%onnx::Conv_661[FLOAT, 16]
%onnx::Conv_663[FLOAT, 96x16x1x1]
%onnx::Conv_664[FLOAT, 96]
%onnx::Conv_666[FLOAT, 96x1x3x3]
%onnx::Conv_669[FLOAT, 16x96x1x1]
%onnx::Conv_672[F... | val_accuracy | 0 | 77,132,672 | 2,108,748 | {'zcp_synflow': 71.50479394864678, 'zcp_zen': 64.81527709960938, 'zcp_epe_nas': 7.948915027465914, 'zcp_fisher': 0.148245170712471, 'zcp_flops': 77132672.0, 'zcp_grad_norm': 25.1986141204834, 'zcp_grasp': -0.1459980010986328, 'zcp_jacov': -16.069554004036185, 'zcp_l2_norm': 616.6945190429688, 'zcp_nwot': 215.0782349247... | |
FBNet_3759 | FBNet | 3759 | 3759 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_560[FLOAT, 16x3x3x3]
%onnx::Conv_561[FLOAT, 16]
%onnx::Conv_563[FLOAT, 16x16x1x1]
%onnx::Conv_566[FLOAT, 16x1x3x3]
%onnx::Conv_569[FLOAT, 16x16x1x1]
%onnx::Conv_572[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 64,032,896 | 1,301,132 | {'zcp_synflow': 72.33772937209817, 'zcp_zen': 58.111473083496094, 'zcp_epe_nas': 7.00796435638606, 'zcp_fisher': 0.05185583233833313, 'zcp_flops': 64032896.0, 'zcp_grad_norm': 18.16594123840332, 'zcp_grasp': 0.004061698913574219, 'zcp_jacov': -16.056613274196366, 'zcp_l2_norm': 506.10198974609375, 'zcp_nwot': 212.82835... | |
FBNet_149 | FBNet | 149 | 149 | 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, 48x16x1x1]
%onnx::Conv_619[FLOAT, 48]
%onnx::Conv_621[FLOAT, 48x1x3x3]
%onnx::Conv_624[FLOAT, 16x48x1x1]
%onnx::Conv_627[F... | val_accuracy | 0 | 48,056,192 | 1,578,612 | {'zcp_synflow': 69.21700701471585, 'zcp_zen': 59.47916030883789, 'zcp_epe_nas': 20.43496421938334, 'zcp_fisher': 0.07152798771858215, 'zcp_flops': 48056192.0, 'zcp_grad_norm': 19.94756507873535, 'zcp_grasp': 0.020165443420410156, 'zcp_jacov': -16.074270609134032, 'zcp_l2_norm': 540.6394653320312, 'zcp_nwot': 203.716227... | |
FBNet_516 | FBNet | 516 | 516 | 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, 16x1x3x3]
%onnx::Conv_623[FLOAT, 16x16x1x1]
%onnx::Conv_626[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 56,445,184 | 1,219,556 | {'zcp_synflow': 70.13072677096852, 'zcp_zen': 59.05784606933594, 'zcp_epe_nas': 39.48388292964794, 'zcp_fisher': 0.056797437369823456, 'zcp_flops': 56445184.0, 'zcp_grad_norm': 18.761117935180664, 'zcp_grasp': 0.007962226867675781, 'zcp_jacov': -16.05599099703403, 'zcp_l2_norm': 503.7805480957031, 'zcp_nwot': 210.02637... | |
FBNet_4018 | FBNet | 4018 | 4018 | 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, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 66,867,328 | 1,665,660 | {'zcp_synflow': 76.19661582437598, 'zcp_zen': 65.77266693115234, 'zcp_epe_nas': 18.663864327761324, 'zcp_fisher': 0.0853259414434433, 'zcp_flops': 66867328.0, 'zcp_grad_norm': 20.521465301513672, 'zcp_grasp': 0.022581100463867188, 'zcp_jacov': -16.05743803576454, 'zcp_l2_norm': 593.912353515625, 'zcp_nwot': 213.1684613... | |
FBNet_1601 | FBNet | 1601 | 1601 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_679[FLOAT, 16x3x3x3]
%onnx::Conv_680[FLOAT, 16]
%onnx::Conv_682[FLOAT, 16x16x1x1]
%onnx::Conv_685[FLOAT, 16x1x3x3]
%onnx::Conv_688[FLOAT, 16x16x1x1]
%onnx::Conv_691[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 55,387,008 | 1,417,548 | {'zcp_synflow': 78.13113515636103, 'zcp_zen': 66.14258575439453, 'zcp_epe_nas': 13.09920014071281, 'zcp_fisher': 0.15095022320747375, 'zcp_flops': 55387008.0, 'zcp_grad_norm': 25.411060333251953, 'zcp_grasp': -0.20779037475585938, 'zcp_jacov': -16.060828697769725, 'zcp_l2_norm': 584.6094360351562, 'zcp_nwot': 210.24583... | |
FBNet_2878 | FBNet | 2878 | 2878 | 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 | 54,702,208 | 1,398,084 | {'zcp_synflow': 79.74902368117297, 'zcp_zen': 65.44310760498047, 'zcp_epe_nas': 7.238702994174853, 'zcp_fisher': 0.0693884789943695, 'zcp_flops': 54702208.0, 'zcp_grad_norm': 18.171730041503906, 'zcp_grasp': -0.017963409423828125, 'zcp_jacov': -16.056430542693008, 'zcp_l2_norm': 564.806396484375, 'zcp_nwot': 208.496280... | |
FBNet_2054 | FBNet | 2054 | 2054 | 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, 48x1x5x5]
%onnx::Conv_641[FLOAT, 16x48x1x1]
%onnx::Conv_644[F... | val_accuracy | 0 | 53,302,400 | 1,412,284 | {'zcp_synflow': 68.2574534340288, 'zcp_zen': 59.75991439819336, 'zcp_epe_nas': 7.80100153068974, 'zcp_fisher': 0.07742425799369812, 'zcp_flops': 53302400.0, 'zcp_grad_norm': 18.225624084472656, 'zcp_grasp': -0.09383010864257812, 'zcp_jacov': -16.057640525203652, 'zcp_l2_norm': 541.5895385742188, 'zcp_nwot': 207.5703957... | |
FBNet_1407 | FBNet | 1407 | 1407 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_660[FLOAT, 16x3x3x3]
%onnx::Conv_661[FLOAT, 16]
%onnx::Conv_663[FLOAT, 96x16x1x1]
%onnx::Conv_664[FLOAT, 96]
%onnx::Conv_666[FLOAT, 96x1x3x3]
%onnx::Conv_669[FLOAT, 16x96x1x1]
%onnx::Conv_672[F... | val_accuracy | 0 | 64,823,424 | 1,593,812 | {'zcp_synflow': 71.96635132034868, 'zcp_zen': 61.743160247802734, 'zcp_epe_nas': 8.608805977597298, 'zcp_fisher': 0.11580222845077515, 'zcp_flops': 64823424.0, 'zcp_grad_norm': 20.94672966003418, 'zcp_grasp': -0.0236968994140625, 'zcp_jacov': -16.058393459197234, 'zcp_l2_norm': 552.0489501953125, 'zcp_nwot': 212.794907... | |
FBNet_2073 | FBNet | 2073 | 2073 | 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, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 58,964,352 | 1,333,748 | {'zcp_synflow': 74.57992752721901, 'zcp_zen': 63.14750671386719, 'zcp_epe_nas': 5.742881528725499, 'zcp_fisher': 0.10832878202199936, 'zcp_flops': 58964352.0, 'zcp_grad_norm': 22.995986938476562, 'zcp_grasp': 0.047260284423828125, 'zcp_jacov': -16.06291595742394, 'zcp_l2_norm': 532.3233642578125, 'zcp_nwot': 211.963113... | |
FBNet_3127 | FBNet | 3127 | 3127 | 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, 16x16x1x1]
%onnx::Conv_609[FLOAT, 16x1x5x5]
%onnx::Conv_612[FLOAT, 16x16x1x1]
%onnx::Conv_615[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 77,794,688 | 2,254,140 | {'zcp_synflow': 81.20328913839799, 'zcp_zen': 71.361083984375, 'zcp_epe_nas': 9.87551809083078, 'zcp_fisher': 0.11348476260900497, 'zcp_flops': 77794688.0, 'zcp_grad_norm': 26.013874053955078, 'zcp_grasp': -0.010517120361328125, 'zcp_jacov': -16.0461662777636, 'zcp_l2_norm': 670.0664672851562, 'zcp_nwot': 213.439060153... | |
FBNet_4201 | FBNet | 4201 | 4201 | 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, 16x8x1x1]
%onnx::Conv_636[FLOAT, 16x1x5x5]
%onnx::Conv_639[FLOAT, 16x8x1x1]
%onnx::Conv_642[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 81,610,368 | 2,074,772 | {'zcp_synflow': 82.98665932405036, 'zcp_zen': 74.5756607055664, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.17653712630271912, 'zcp_flops': 81610368.0, 'zcp_grad_norm': 27.450136184692383, 'zcp_grasp': 0.1151580810546875, 'zcp_jacov': -16.06051773247095, 'zcp_l2_norm': 708.357666015625, 'zcp_nwot': 216.19588... | |
FBNet_3605 | FBNet | 3605 | 3605 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_607[FLOAT, 16x3x3x3]
%onnx::Conv_608[FLOAT, 16]
%onnx::Conv_610[FLOAT, 48x16x1x1]
%onnx::Conv_611[FLOAT, 48]
%onnx::Conv_613[FLOAT, 48x1x3x3]
%onnx::Conv_616[FLOAT, 16x48x1x1]
%onnx::Conv_619[F... | val_accuracy | 0 | 54,678,144 | 1,456,940 | {'zcp_synflow': 73.48524032827244, 'zcp_zen': 61.016029357910156, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.060714203864336014, 'zcp_flops': 54678144.0, 'zcp_grad_norm': 19.15534019470215, 'zcp_grasp': -0.041396141052246094, 'zcp_jacov': -16.06318188039884, 'zcp_l2_norm': 543.4249267578125, 'zcp_nwot': 208... | |
FBNet_832 | FBNet | 832 | 832 | 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, 96x16x1x1]
%onnx::Conv_592[FLOAT, 96]
%onnx::Conv_594[FLOAT, 96x1x3x3]
%onnx::Conv_597[FLOAT, 16x96x1x1]
%onnx::Conv_600[F... | val_accuracy | 0 | 75,694,208 | 2,219,068 | {'zcp_synflow': 74.43211582487888, 'zcp_zen': 65.0946044921875, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.06287675350904465, 'zcp_flops': 75694208.0, 'zcp_grad_norm': 21.275543212890625, 'zcp_grasp': -0.020660400390625, 'zcp_jacov': -16.061922502495797, 'zcp_l2_norm': 633.3408203125, 'zcp_nwot': 214.127407... | |
FBNet_2310 | FBNet | 2310 | 2310 | 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, 16x8x1x1]
%onnx::Conv_592[FLOAT, 16x1x5x5]
%onnx::Conv_595[FLOAT, 16x8x1x1]
%onnx::Conv_598[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 54,915,968 | 1,459,428 | {'zcp_synflow': 68.1268740179987, 'zcp_zen': 58.78299331665039, 'zcp_epe_nas': 16.42403535828298, 'zcp_fisher': 0.05590430274605751, 'zcp_flops': 54915968.0, 'zcp_grad_norm': 18.769493103027344, 'zcp_grasp': -0.03134346008300781, 'zcp_jacov': -16.066786322829962, 'zcp_l2_norm': 527.4993286132812, 'zcp_nwot': 211.283040... | |
FBNet_4114 | FBNet | 4114 | 4114 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_660[FLOAT, 16x3x3x3]
%onnx::Conv_661[FLOAT, 16]
%onnx::Conv_663[FLOAT, 16x8x1x1]
%onnx::Conv_666[FLOAT, 16x1x5x5]
%onnx::Conv_669[FLOAT, 16x8x1x1]
%onnx::Conv_672[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 63,967,360 | 2,337,188 | {'zcp_synflow': 72.57462921370758, 'zcp_zen': 64.93486785888672, 'zcp_epe_nas': 23.59678698195283, 'zcp_fisher': 0.10879514366388321, 'zcp_flops': 63967360.0, 'zcp_grad_norm': 24.697410583496094, 'zcp_grasp': -0.059307098388671875, 'zcp_jacov': -16.04997194829822, 'zcp_l2_norm': 624.8301391601562, 'zcp_nwot': 207.56905... | |
FBNet_577 | FBNet | 577 | 577 | 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, 16x8x1x1]
%onnx::Conv_721[FLOAT, 16x1x5x5]
%onnx::Conv_724[FLOAT, 16x8x1x1]
%onnx::Conv_727[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 64,296,320 | 1,507,956 | {'zcp_synflow': 79.27452925517403, 'zcp_zen': 69.97154235839844, 'zcp_epe_nas': 10.342585441763173, 'zcp_fisher': 0.18924430012702942, 'zcp_flops': 64296320.0, 'zcp_grad_norm': 26.617036819458008, 'zcp_grasp': 0.0064449310302734375, 'zcp_jacov': -16.05157838879841, 'zcp_l2_norm': 627.1903076171875, 'zcp_nwot': 212.4614... | |
FBNet_3469 | FBNet | 3469 | 3469 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_732[FLOAT, 16x3x3x3]
%onnx::Conv_733[FLOAT, 16]
%onnx::Conv_735[FLOAT, 48x16x1x1]
%onnx::Conv_736[FLOAT, 48]
%onnx::Conv_738[FLOAT, 48x1x5x5]
%onnx::Conv_741[FLOAT, 16x48x1x1]
%onnx::Conv_744[F... | val_accuracy | 0 | 72,600,448 | 1,395,236 | {'zcp_synflow': 80.83160453771569, 'zcp_zen': 71.71893310546875, 'zcp_epe_nas': 9.471443902087355, 'zcp_fisher': 0.18494202196598053, 'zcp_flops': 72600448.0, 'zcp_grad_norm': 33.09793472290039, 'zcp_grasp': -0.020465850830078125, 'zcp_jacov': -16.058990506305737, 'zcp_l2_norm': 632.27734375, 'zcp_nwot': 215.5883513583... | |
FBNet_4589 | FBNet | 4589 | 4589 | 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, 48x16x1x1]
%onnx::Conv_619[FLOAT, 48]
%onnx::Conv_621[FLOAT, 48x1x3x3]
%onnx::Conv_624[FLOAT, 16x48x1x1]
%onnx::Conv_627[F... | val_accuracy | 0 | 47,008,896 | 1,520,660 | {'zcp_synflow': 78.2644170523288, 'zcp_zen': 65.50042724609375, 'zcp_epe_nas': 22.22151084336175, 'zcp_fisher': 0.07629679143428802, 'zcp_flops': 47008896.0, 'zcp_grad_norm': 19.305469512939453, 'zcp_grasp': 0.012579917907714844, 'zcp_jacov': -16.062446604743577, 'zcp_l2_norm': 588.0046997070312, 'zcp_nwot': 206.129579... | |
FBNet_470 | FBNet | 470 | 470 | 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, 48x16x1x1]
%onnx::Conv_655[FLOAT, 48]
%onnx::Conv_657[FLOAT, 48x1x3x3]
%onnx::Conv_660[FLOAT, 24x48x1x1]
%onnx::Conv_661[F... | val_accuracy | 0 | 92,436,352 | 2,327,244 | {'zcp_synflow': 80.93466393646146, 'zcp_zen': 72.44190216064453, 'zcp_epe_nas': 8.997486308822443, 'zcp_fisher': 0.08677017688751221, 'zcp_flops': 92436352.0, 'zcp_grad_norm': 24.373563766479492, 'zcp_grasp': -0.09206008911132812, 'zcp_jacov': -16.05456913315527, 'zcp_l2_norm': 691.0089721679688, 'zcp_nwot': 215.141711... |
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