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_2047 | FBNet | 2047 | 2047 | 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, 96x16x1x1]
%onnx::Conv_663[FLOAT, 96]
%onnx::Conv_665[FLOAT, 96x1x3x3]
%onnx::Conv_668[FLOAT, 16x96x1x1]
%onnx::Conv_671[F... | val_accuracy | 0 | 58,901,376 | 1,449,724 | {'zcp_synflow': 74.4199482608547, 'zcp_zen': 65.54096984863281, 'zcp_epe_nas': 23.123032861669714, 'zcp_fisher': 0.1004219502210617, 'zcp_flops': 58901376.0, 'zcp_grad_norm': 22.815818786621094, 'zcp_grasp': -0.047883033752441406, 'zcp_jacov': -16.045000418527785, 'zcp_l2_norm': 585.0918579101562, 'zcp_nwot': 210.77806... | |
FBNet_4298 | FBNet | 4298 | 4298 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_669[FLOAT, 16x3x3x3]
%onnx::Conv_670[FLOAT, 16]
%onnx::Conv_672[FLOAT, 16x16x1x1]
%onnx::Conv_675[FLOAT, 16x1x5x5]
%onnx::Conv_678[FLOAT, 16x16x1x1]
%onnx::Conv_681[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 67,888,512 | 2,250,324 | {'zcp_synflow': 77.55734809614879, 'zcp_zen': 66.54962158203125, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.129647359251976, 'zcp_flops': 67888512.0, 'zcp_grad_norm': 20.09568977355957, 'zcp_grasp': -0.07668876647949219, 'zcp_jacov': -16.061080289848952, 'zcp_l2_norm': 622.6661376953125, 'zcp_nwot': 209.537... | |
FBNet_3263 | FBNet | 3263 | 3263 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_515[FLOAT, 16x3x3x3]
%onnx::Conv_516[FLOAT, 16]
%onnx::Conv_518[FLOAT, 16x16x1x1]
%onnx::Conv_521[FLOAT, 16x1x3x3]
%onnx::Conv_524[FLOAT, 24x16x1x1]
%onnx::Conv_525[FLOAT, 24]
%onnx::Conv_527[F... | val_accuracy | 0 | 57,592,704 | 1,726,196 | {'zcp_synflow': 69.67491862166719, 'zcp_zen': 58.77644348144531, 'zcp_epe_nas': 16.59261667756367, 'zcp_fisher': 0.043421708047389984, 'zcp_flops': 57592704.0, 'zcp_grad_norm': 15.731943130493164, 'zcp_grasp': -0.046862125396728516, 'zcp_jacov': -16.05334750169915, 'zcp_l2_norm': 532.8734130859375, 'zcp_nwot': 208.6299... | |
FBNet_4760 | FBNet | 4760 | 4760 | 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, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 75,208,576 | 1,925,444 | {'zcp_synflow': 77.63838433342714, 'zcp_zen': 66.33476257324219, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.12441810965538025, 'zcp_flops': 75208576.0, 'zcp_grad_norm': 19.56255340576172, 'zcp_grasp': -0.008684158325195312, 'zcp_jacov': -16.05249469465105, 'zcp_l2_norm': 611.099853515625, 'zcp_nwot': 212.59... | |
FBNet_4102 | FBNet | 4102 | 4102 | 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, 48x1x5x5]
%onnx::Conv_723[FLOAT, 16x48x1x1]
%onnx::Conv_726[F... | val_accuracy | 0 | 82,151,296 | 1,919,332 | {'zcp_synflow': 80.19104621438933, 'zcp_zen': 70.75516510009766, 'zcp_epe_nas': 28.75584952631573, 'zcp_fisher': 0.13761697709560394, 'zcp_flops': 82151296.0, 'zcp_grad_norm': 27.318485260009766, 'zcp_grasp': -0.06823348999023438, 'zcp_jacov': -16.076278130481697, 'zcp_l2_norm': 641.0550537109375, 'zcp_nwot': 215.77089... | |
FBNet_691 | FBNet | 691 | 691 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_742[FLOAT, 16x3x3x3]
%onnx::Conv_743[FLOAT, 16]
%onnx::Conv_745[FLOAT, 96x16x1x1]
%onnx::Conv_746[FLOAT, 96]
%onnx::Conv_748[FLOAT, 96x1x3x3]
%onnx::Conv_751[FLOAT, 16x96x1x1]
%onnx::Conv_754[F... | val_accuracy | 0 | 59,531,648 | 1,630,796 | {'zcp_synflow': 74.91235033292433, 'zcp_zen': 66.49244689941406, 'zcp_epe_nas': 8.746719252807827, 'zcp_fisher': 0.15425390005111694, 'zcp_flops': 59531648.0, 'zcp_grad_norm': 26.68158721923828, 'zcp_grasp': -0.2966461181640625, 'zcp_jacov': -16.080213644296357, 'zcp_l2_norm': 584.3778076171875, 'zcp_nwot': 211.7210504... | |
FBNet_2520 | FBNet | 2520 | 2520 | 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, 48x1x5x5]
%onnx::Conv_668[FLOAT, 16x48x1x1]
%onnx::Conv_671[F... | val_accuracy | 0 | 76,760,704 | 2,172,892 | {'zcp_synflow': 75.98367567799134, 'zcp_zen': 68.53033447265625, 'zcp_epe_nas': 6.410211257830493, 'zcp_fisher': 0.08676525950431824, 'zcp_flops': 76760704.0, 'zcp_grad_norm': 21.785419464111328, 'zcp_grasp': 0.012866973876953125, 'zcp_jacov': -16.059630105119837, 'zcp_l2_norm': 652.9701538085938, 'zcp_nwot': 211.65235... | |
FBNet_1245 | FBNet | 1245 | 1245 | 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 | 74,465,920 | 1,968,372 | {'zcp_synflow': 82.00257393880123, 'zcp_zen': 73.75287628173828, 'zcp_epe_nas': 29.65225466409055, 'zcp_fisher': 0.20696210861206055, 'zcp_flops': 74465920.0, 'zcp_grad_norm': 29.913423538208008, 'zcp_grasp': -0.045223236083984375, 'zcp_jacov': -16.075689966958002, 'zcp_l2_norm': 689.8622436523438, 'zcp_nwot': 214.3139... | |
FBNet_1534 | FBNet | 1534 | 1534 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_614[FLOAT, 16x3x3x3]
%onnx::Conv_615[FLOAT, 16]
%onnx::Conv_617[FLOAT, 16x8x1x1]
%onnx::Conv_620[FLOAT, 16x1x3x3]
%onnx::Conv_623[FLOAT, 16x8x1x1]
%onnx::Conv_626[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 43,223,168 | 1,573,348 | {'zcp_synflow': 73.9067792956293, 'zcp_zen': 61.93682861328125, 'zcp_epe_nas': 16.785256833731324, 'zcp_fisher': 0.10161186754703522, 'zcp_flops': 43223168.0, 'zcp_grad_norm': 16.92310905456543, 'zcp_grasp': -0.02170562744140625, 'zcp_jacov': -16.066609318379577, 'zcp_l2_norm': 539.9142456054688, 'zcp_nwot': 201.500450... | |
FBNet_210 | FBNet | 210 | 210 | 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, 16x16x1x1]
%onnx::Conv_701[FLOAT, 16x1x3x3]
%onnx::Conv_704[FLOAT, 16x16x1x1]
%onnx::Conv_707[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 81,256,576 | 2,061,748 | {'zcp_synflow': 81.44290459481617, 'zcp_zen': 72.87972259521484, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1717492640018463, 'zcp_flops': 81256576.0, 'zcp_grad_norm': 26.257919311523438, 'zcp_grasp': -0.15052032470703125, 'zcp_jacov': -16.061512580110463, 'zcp_l2_norm': 689.455078125, 'zcp_nwot': 214.24836... | |
FBNet_56 | FBNet | 56 | 56 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_785[FLOAT, 16x3x3x3]
%onnx::Conv_786[FLOAT, 16]
%onnx::Conv_788[FLOAT, 16x8x1x1]
%onnx::Conv_791[FLOAT, 16x1x5x5]
%onnx::Conv_794[FLOAT, 16x8x1x1]
%onnx::Conv_797[FLOAT, 16x8x1x1]
%onnx::Conv_8... | val_accuracy | 0 | 71,299,200 | 2,156,492 | {'zcp_synflow': 77.87824731239344, 'zcp_zen': 71.65560150146484, 'zcp_epe_nas': 15.076869088767316, 'zcp_fisher': 0.16112864017486572, 'zcp_flops': 71299200.0, 'zcp_grad_norm': 25.32960319519043, 'zcp_grasp': -0.06723403930664062, 'zcp_jacov': -16.057135133453343, 'zcp_l2_norm': 669.108154296875, 'zcp_nwot': 210.398319... | |
FBNet_1356 | FBNet | 1356 | 1356 | 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, 16x1x3x3]
%onnx::Conv_695[FLOAT, 16x8x1x1]
%onnx::Conv_698[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 64,888,960 | 1,849,428 | {'zcp_synflow': 78.93892767165971, 'zcp_zen': 70.97972106933594, 'zcp_epe_nas': 15.201768609942519, 'zcp_fisher': 0.12857317924499512, 'zcp_flops': 64888960.0, 'zcp_grad_norm': 23.762699127197266, 'zcp_grasp': 0.05633544921875, 'zcp_jacov': -16.066583799266297, 'zcp_l2_norm': 645.8463745117188, 'zcp_nwot': 212.26663033... | |
FBNet_4708 | FBNet | 4708 | 4708 | 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 | 56,882,816 | 1,682,036 | {'zcp_synflow': 79.24887685646844, 'zcp_zen': 68.34935760498047, 'zcp_epe_nas': 16.814790527904762, 'zcp_fisher': 0.20159821212291718, 'zcp_flops': 56882816.0, 'zcp_grad_norm': 24.38420867919922, 'zcp_grasp': -0.222198486328125, 'zcp_jacov': -16.047082660105154, 'zcp_l2_norm': 596.13671875, 'zcp_nwot': 208.267035371602... | |
FBNet_839 | FBNet | 839 | 839 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_669[FLOAT, 16x3x3x3]
%onnx::Conv_670[FLOAT, 16]
%onnx::Conv_672[FLOAT, 16x16x1x1]
%onnx::Conv_675[FLOAT, 16x1x5x5]
%onnx::Conv_678[FLOAT, 16x16x1x1]
%onnx::Conv_681[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 89,350,144 | 2,015,212 | {'zcp_synflow': 78.6139038474723, 'zcp_zen': 68.57477569580078, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.14048214256763458, 'zcp_flops': 89350144.0, 'zcp_grad_norm': 26.151630401611328, 'zcp_grasp': -0.08257293701171875, 'zcp_jacov': -16.06218143638402, 'zcp_l2_norm': 640.13232421875, 'zcp_nwot': 216.0684... | |
FBNet_229 | FBNet | 229 | 229 | 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, 96x16x1x1]
%onnx::Conv_754[FLOAT, 96]
%onnx::Conv_756[FLOAT, 96x1x3x3]
%onnx::Conv_759[FLOAT, 16x96x1x1]
%onnx::Conv_762[F... | val_accuracy | 0 | 56,812,416 | 1,412,868 | {'zcp_synflow': 80.8094083096549, 'zcp_zen': 70.72722625732422, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.20671768486499786, 'zcp_flops': 56812416.0, 'zcp_grad_norm': 29.792442321777344, 'zcp_grasp': -0.8719711303710938, 'zcp_jacov': -16.0791666065701, 'zcp_l2_norm': 605.8385009765625, 'zcp_nwot': 210.4360... | |
FBNet_3961 | FBNet | 3961 | 3961 | 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, 96x16x1x1]
%onnx::Conv_671[FLOAT, 96]
%onnx::Conv_673[FLOAT, 96x1x5x5]
%onnx::Conv_676[FLOAT, 16x96x1x1]
%onnx::Conv_679[F... | val_accuracy | 0 | 86,764,160 | 1,969,908 | {'zcp_synflow': 80.62420388871001, 'zcp_zen': 72.32377624511719, 'zcp_epe_nas': 7.946302048122023, 'zcp_fisher': 0.17920297384262085, 'zcp_flops': 86764160.0, 'zcp_grad_norm': 33.4443473815918, 'zcp_grasp': -0.3707847595214844, 'zcp_jacov': -16.057736379193955, 'zcp_l2_norm': 663.1223754882812, 'zcp_nwot': 219.07593363... | |
FBNet_2489 | FBNet | 2489 | 2489 | 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, 48x16x1x1]
%onnx::Conv_645[FLOAT, 48]
%onnx::Conv_647[FLOAT, 48x1x3x3]
%onnx::Conv_650[FLOAT, 16x48x1x1]
%onnx::Conv_653[F... | val_accuracy | 0 | 72,751,104 | 2,010,428 | {'zcp_synflow': 76.29310397238051, 'zcp_zen': 68.93978118896484, 'zcp_epe_nas': 16.911324048649572, 'zcp_fisher': 0.11475018411874771, 'zcp_flops': 72751104.0, 'zcp_grad_norm': 22.404150009155273, 'zcp_grasp': -0.4954261779785156, 'zcp_jacov': -16.055058581933196, 'zcp_l2_norm': 641.5814819335938, 'zcp_nwot': 210.52022... | |
FBNet_1111 | FBNet | 1111 | 1111 | 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, 96x16x1x1]
%onnx::Conv_656[FLOAT, 96]
%onnx::Conv_658[FLOAT, 96x1x3x3]
%onnx::Conv_661[FLOAT, 16x96x1x1]
%onnx::Conv_664[F... | val_accuracy | 0 | 54,808,704 | 1,570,820 | {'zcp_synflow': 65.82536040545344, 'zcp_zen': 57.48234939575195, 'zcp_epe_nas': 8.17594118242243, 'zcp_fisher': 0.0706833079457283, 'zcp_flops': 54808704.0, 'zcp_grad_norm': 17.69532585144043, 'zcp_grasp': 0.04497528076171875, 'zcp_jacov': -16.065861176541645, 'zcp_l2_norm': 496.7077941894531, 'zcp_nwot': 211.910620859... | |
FBNet_4916 | FBNet | 4916 | 4916 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_642[FLOAT, 16x3x3x3]
%onnx::Conv_643[FLOAT, 16]
%onnx::Conv_645[FLOAT, 16x16x1x1]
%onnx::Conv_648[FLOAT, 16x1x5x5]
%onnx::Conv_651[FLOAT, 16x16x1x1]
%onnx::Conv_654[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 62,562,688 | 1,818,964 | {'zcp_synflow': 74.46567264804668, 'zcp_zen': 64.26058197021484, 'zcp_epe_nas': 12.003171525442681, 'zcp_fisher': 0.09809614717960358, 'zcp_flops': 62562688.0, 'zcp_grad_norm': 21.895519256591797, 'zcp_grasp': 0.05053901672363281, 'zcp_jacov': -16.049808519501973, 'zcp_l2_norm': 590.0770263671875, 'zcp_nwot': 210.09553... | |
FBNet_105 | FBNet | 105 | 105 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_532[FLOAT, 16x3x3x3]
%onnx::Conv_533[FLOAT, 16]
%onnx::Conv_535[FLOAT, 48x16x1x1]
%onnx::Conv_536[FLOAT, 48]
%onnx::Conv_538[FLOAT, 48x1x3x3]
%onnx::Conv_541[FLOAT, 24x48x1x1]
%onnx::Conv_542[F... | val_accuracy | 0 | 53,259,904 | 1,312,068 | {'zcp_synflow': 70.62023125340085, 'zcp_zen': 60.011962890625, 'zcp_epe_nas': 16.7097460143322, 'zcp_fisher': 0.0342690534889698, 'zcp_flops': 53259904.0, 'zcp_grad_norm': 15.658458709716797, 'zcp_grasp': -0.006381988525390625, 'zcp_jacov': -16.055419105457624, 'zcp_l2_norm': 529.790283203125, 'zcp_nwot': 211.724380358... | |
FBNet_3483 | FBNet | 3483 | 3483 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_787[FLOAT, 16x3x3x3]
%onnx::Conv_788[FLOAT, 16]
%onnx::Conv_790[FLOAT, 16x16x1x1]
%onnx::Conv_793[FLOAT, 16x1x3x3]
%onnx::Conv_796[FLOAT, 16x16x1x1]
%onnx::Conv_799[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 77,291,136 | 2,118,764 | {'zcp_synflow': 77.46032934870081, 'zcp_zen': 70.95047760009766, 'zcp_epe_nas': 8.077235859935081, 'zcp_fisher': 0.26353690028190613, 'zcp_flops': 77291136.0, 'zcp_grad_norm': 27.20945167541504, 'zcp_grasp': -0.050449371337890625, 'zcp_jacov': -16.057781818006834, 'zcp_l2_norm': 658.8050537109375, 'zcp_nwot': 213.52772... | |
FBNet_1471 | FBNet | 1471 | 1471 | 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, 96x16x1x1]
%onnx::Conv_645[FLOAT, 96]
%onnx::Conv_647[FLOAT, 96x1x5x5]
%onnx::Conv_650[FLOAT, 16x96x1x1]
%onnx::Conv_653[F... | val_accuracy | 0 | 65,645,440 | 1,992,708 | {'zcp_synflow': 83.33652917784018, 'zcp_zen': 70.17593383789062, 'zcp_epe_nas': 23.125630585778293, 'zcp_fisher': 0.1310170292854309, 'zcp_flops': 65645440.0, 'zcp_grad_norm': 24.40929412841797, 'zcp_grasp': -0.2495880126953125, 'zcp_jacov': -16.05405429293387, 'zcp_l2_norm': 644.2401733398438, 'zcp_nwot': 210.20977815... | |
FBNet_2313 | FBNet | 2313 | 2313 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_708[FLOAT, 16x3x3x3]
%onnx::Conv_709[FLOAT, 16]
%onnx::Conv_711[FLOAT, 96x16x1x1]
%onnx::Conv_712[FLOAT, 96]
%onnx::Conv_714[FLOAT, 96x1x5x5]
%onnx::Conv_717[FLOAT, 16x96x1x1]
%onnx::Conv_720[F... | val_accuracy | 0 | 36,465,920 | 1,388,132 | {'zcp_synflow': 61.58663517143547, 'zcp_zen': 53.495338439941406, 'zcp_epe_nas': 18.290085891480768, 'zcp_fisher': 0.05849339812994003, 'zcp_flops': 36465920.0, 'zcp_grad_norm': 17.833541870117188, 'zcp_grasp': 0.062713623046875, 'zcp_jacov': -16.066735150834035, 'zcp_l2_norm': 451.7088317871094, 'zcp_nwot': 201.866569... | |
FBNet_4699 | FBNet | 4699 | 4699 | 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, 16x1x3x3]
%onnx::Conv_722[FLOAT, 16x16x1x1]
%onnx::Conv_725[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 59,256,704 | 1,363,404 | {'zcp_synflow': 82.64616145167079, 'zcp_zen': 71.32215881347656, 'zcp_epe_nas': 17.954731687987806, 'zcp_fisher': 0.2146960347890854, 'zcp_flops': 59256704.0, 'zcp_grad_norm': 25.505247116088867, 'zcp_grasp': -0.014827728271484375, 'zcp_jacov': -16.044906763182844, 'zcp_l2_norm': 611.8461303710938, 'zcp_nwot': 213.4459... | |
FBNet_4877 | FBNet | 4877 | 4877 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_651[FLOAT, 16x3x3x3]
%onnx::Conv_652[FLOAT, 16]
%onnx::Conv_654[FLOAT, 96x16x1x1]
%onnx::Conv_655[FLOAT, 96]
%onnx::Conv_657[FLOAT, 96x1x5x5]
%onnx::Conv_660[FLOAT, 16x96x1x1]
%onnx::Conv_663[F... | val_accuracy | 0 | 62,468,992 | 1,648,804 | {'zcp_synflow': 76.71045811267774, 'zcp_zen': 63.38717269897461, 'zcp_epe_nas': 7.496598507989246, 'zcp_fisher': 0.1575918346643448, 'zcp_flops': 62468992.0, 'zcp_grad_norm': 22.792556762695312, 'zcp_grasp': -0.5699539184570312, 'zcp_jacov': -16.06113336697925, 'zcp_l2_norm': 554.2802734375, 'zcp_nwot': 214.11968116789... | |
FBNet_3214 | FBNet | 3214 | 3214 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_553[FLOAT, 16x3x3x3]
%onnx::Conv_554[FLOAT, 16]
%onnx::Conv_556[FLOAT, 16x8x1x1]
%onnx::Conv_559[FLOAT, 16x1x5x5]
%onnx::Conv_562[FLOAT, 24x8x1x1]
%onnx::Conv_563[FLOAT, 24]
%onnx::Conv_565[FLO... | val_accuracy | 0 | 53,046,016 | 1,604,828 | {'zcp_synflow': 67.71647386615496, 'zcp_zen': 56.32304763793945, 'zcp_epe_nas': 7.209280047802548, 'zcp_fisher': 0.03472991660237312, 'zcp_flops': 53046016.0, 'zcp_grad_norm': 16.321990966796875, 'zcp_grasp': 0.004131317138671875, 'zcp_jacov': -16.065706669937974, 'zcp_l2_norm': 498.3887023925781, 'zcp_nwot': 209.57993... | |
FBNet_4069 | FBNet | 4069 | 4069 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_589[FLOAT, 16x3x3x3]
%onnx::Conv_590[FLOAT, 16]
%onnx::Conv_592[FLOAT, 48x16x1x1]
%onnx::Conv_593[FLOAT, 48]
%onnx::Conv_595[FLOAT, 48x1x5x5]
%onnx::Conv_598[FLOAT, 16x48x1x1]
%onnx::Conv_601[F... | val_accuracy | 0 | 50,058,752 | 1,345,300 | {'zcp_synflow': 74.1260239214004, 'zcp_zen': 61.14624786376953, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.0769941508769989, 'zcp_flops': 50058752.0, 'zcp_grad_norm': 20.588722229003906, 'zcp_grasp': -0.06198310852050781, 'zcp_jacov': -16.05951931524742, 'zcp_l2_norm': 533.6284790039062, 'zcp_nwot': 208.488... | |
FBNet_4101 | FBNet | 4101 | 4101 | 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, 96x16x1x1]
%onnx::Conv_662[FLOAT, 96]
%onnx::Conv_664[FLOAT, 96x1x5x5]
%onnx::Conv_667[FLOAT, 16x96x1x1]
%onnx::Conv_670[F... | val_accuracy | 0 | 66,439,552 | 1,667,884 | {'zcp_synflow': 76.38529283605574, 'zcp_zen': 68.98206329345703, 'zcp_epe_nas': 26.552505093894645, 'zcp_fisher': 0.15139243006706238, 'zcp_flops': 66439552.0, 'zcp_grad_norm': 28.10394859313965, 'zcp_grasp': 0.09039306640625, 'zcp_jacov': -16.071484423554633, 'zcp_l2_norm': 631.46142578125, 'zcp_nwot': 211.10455318293... | |
FBNet_587 | FBNet | 587 | 587 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_669[FLOAT, 16x3x3x3]
%onnx::Conv_670[FLOAT, 16]
%onnx::Conv_672[FLOAT, 16x16x1x1]
%onnx::Conv_675[FLOAT, 16x1x5x5]
%onnx::Conv_678[FLOAT, 16x16x1x1]
%onnx::Conv_681[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 48,885,888 | 1,050,764 | {'zcp_synflow': 66.08573329988175, 'zcp_zen': 55.74190139770508, 'zcp_epe_nas': 6.761381991927482, 'zcp_fisher': 0.08237089961767197, 'zcp_flops': 48885888.0, 'zcp_grad_norm': 19.877674102783203, 'zcp_grasp': -0.07831764221191406, 'zcp_jacov': -16.054298142744585, 'zcp_l2_norm': 456.8249816894531, 'zcp_nwot': 211.69339... | |
FBNet_2162 | FBNet | 2162 | 2162 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_640[FLOAT, 16x3x3x3]
%onnx::Conv_641[FLOAT, 16]
%onnx::Conv_643[FLOAT, 16x16x1x1]
%onnx::Conv_646[FLOAT, 16x1x3x3]
%onnx::Conv_649[FLOAT, 16x16x1x1]
%onnx::Conv_652[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 68,926,592 | 1,847,756 | {'zcp_synflow': 77.8346689196524, 'zcp_zen': 66.95814514160156, 'zcp_epe_nas': 8.256107078441849, 'zcp_fisher': 0.09142560511827469, 'zcp_flops': 68926592.0, 'zcp_grad_norm': 23.562891006469727, 'zcp_grasp': -0.04557228088378906, 'zcp_jacov': -16.083328118864337, 'zcp_l2_norm': 606.0926513671875, 'zcp_nwot': 210.746763... | |
FBNet_825 | FBNet | 825 | 825 | 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, 16x1x3x3]
%onnx::Conv_705[FLOAT, 16x8x1x1]
%onnx::Conv_708[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 78,153,600 | 1,905,412 | {'zcp_synflow': 81.14798143473821, 'zcp_zen': 72.3046875, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.12359818816184998, 'zcp_flops': 78153600.0, 'zcp_grad_norm': 24.979637145996094, 'zcp_grasp': -0.160369873046875, 'zcp_jacov': -16.067220901151728, 'zcp_l2_norm': 668.8185424804688, 'zcp_nwot': 214.987511245... | |
FBNet_2961 | FBNet | 2961 | 2961 | 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, 48x1x3x3]
%onnx::Conv_604[FLOAT, 16x48x1x1]
%onnx::Conv_607[F... | val_accuracy | 0 | 73,407,360 | 2,160,652 | {'zcp_synflow': 73.63701162622378, 'zcp_zen': 64.1878433227539, 'zcp_epe_nas': 16.854176806066686, 'zcp_fisher': 0.08941463381052017, 'zcp_flops': 73407360.0, 'zcp_grad_norm': 22.48514747619629, 'zcp_grasp': 0.2772178649902344, 'zcp_jacov': -16.04401155645686, 'zcp_l2_norm': 607.0029907226562, 'zcp_nwot': 211.667323851... | |
FBNet_3600 | FBNet | 3600 | 3600 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_559[FLOAT, 16x3x3x3]
%onnx::Conv_560[FLOAT, 16]
%onnx::Conv_562[FLOAT, 48x16x1x1]
%onnx::Conv_563[FLOAT, 48]
%onnx::Conv_565[FLOAT, 48x1x5x5]
%onnx::Conv_568[FLOAT, 16x48x1x1]
%onnx::Conv_571[F... | val_accuracy | 0 | 72,610,944 | 1,754,396 | {'zcp_synflow': 64.68688159277933, 'zcp_zen': 56.07147216796875, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.05347207933664322, 'zcp_flops': 72610944.0, 'zcp_grad_norm': 19.272672653198242, 'zcp_grasp': -0.06553840637207031, 'zcp_jacov': -16.05493942401082, 'zcp_l2_norm': 501.34454345703125, 'zcp_nwot': 215.... | |
FBNet_4922 | FBNet | 4922 | 4922 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_722[FLOAT, 16x3x3x3]
%onnx::Conv_723[FLOAT, 16]
%onnx::Conv_725[FLOAT, 48x16x1x1]
%onnx::Conv_726[FLOAT, 48]
%onnx::Conv_728[FLOAT, 48x1x5x5]
%onnx::Conv_731[FLOAT, 16x48x1x1]
%onnx::Conv_734[F... | val_accuracy | 0 | 68,706,688 | 1,563,764 | {'zcp_synflow': 76.08156418809473, 'zcp_zen': 68.01702880859375, 'zcp_epe_nas': 8.545144577984322, 'zcp_fisher': 0.12605097889900208, 'zcp_flops': 68706688.0, 'zcp_grad_norm': 28.023361206054688, 'zcp_grasp': -0.17191696166992188, 'zcp_jacov': -16.05246674681409, 'zcp_l2_norm': 608.5506591796875, 'zcp_nwot': 213.341888... | |
FBNet_1987 | FBNet | 1987 | 1987 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_557[FLOAT, 16x3x3x3]
%onnx::Conv_558[FLOAT, 16]
%onnx::Conv_560[FLOAT, 96x16x1x1]
%onnx::Conv_561[FLOAT, 96]
%onnx::Conv_563[FLOAT, 96x1x3x3]
%onnx::Conv_566[FLOAT, 16x96x1x1]
%onnx::Conv_569[F... | val_accuracy | 0 | 71,002,752 | 1,999,660 | {'zcp_synflow': 76.50552136438176, 'zcp_zen': 67.01314544677734, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.12306388467550278, 'zcp_flops': 71002752.0, 'zcp_grad_norm': 21.42286491394043, 'zcp_grasp': -0.09240531921386719, 'zcp_jacov': -16.050904159261176, 'zcp_l2_norm': 630.23681640625, 'zcp_nwot': 214.142... | |
FBNet_1248 | FBNet | 1248 | 1248 | 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, 16x16x1x1]
%onnx::Conv_711[FLOAT, 16x1x3x3]
%onnx::Conv_714[FLOAT, 16x16x1x1]
%onnx::Conv_717[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 69,108,096 | 1,340,860 | {'zcp_synflow': 77.29031280340325, 'zcp_zen': 67.42941284179688, 'zcp_epe_nas': 29.32045963975266, 'zcp_fisher': 0.1946244090795517, 'zcp_flops': 69108096.0, 'zcp_grad_norm': 27.94498634338379, 'zcp_grasp': -0.025659561157226562, 'zcp_jacov': -16.072987987206673, 'zcp_l2_norm': 586.9851684570312, 'zcp_nwot': 216.025055... | |
FBNet_3742 | FBNet | 3742 | 3742 | 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, 96x16x1x1]
%onnx::Conv_620[FLOAT, 96]
%onnx::Conv_622[FLOAT, 96x1x3x3]
%onnx::Conv_625[FLOAT, 16x96x1x1]
%onnx::Conv_628[F... | val_accuracy | 0 | 51,315,072 | 1,163,716 | {'zcp_synflow': 66.97321414778722, 'zcp_zen': 57.04235076904297, 'zcp_epe_nas': 14.556267499628907, 'zcp_fisher': 0.08576149493455887, 'zcp_flops': 51315072.0, 'zcp_grad_norm': 21.188232421875, 'zcp_grasp': -0.12473678588867188, 'zcp_jacov': -16.062987081864385, 'zcp_l2_norm': 494.7900390625, 'zcp_nwot': 209.8301090138... | |
FBNet_3818 | FBNet | 3818 | 3818 | 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, 96x16x1x1]
%onnx::Conv_545[FLOAT, 96]
%onnx::Conv_547[FLOAT, 96x1x5x5]
%onnx::Conv_550[FLOAT, 16x96x1x1]
%onnx::Conv_553[F... | val_accuracy | 0 | 61,978,752 | 1,900,148 | {'zcp_synflow': 68.90489768971355, 'zcp_zen': 59.43131637573242, 'zcp_epe_nas': 21.434203732928772, 'zcp_fisher': 0.07039263099431992, 'zcp_flops': 61978752.0, 'zcp_grad_norm': 19.863832473754883, 'zcp_grasp': 0.05595970153808594, 'zcp_jacov': -16.060564564949892, 'zcp_l2_norm': 545.0126953125, 'zcp_nwot': 210.48828526... | |
FBNet_2341 | FBNet | 2341 | 2341 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_651[FLOAT, 16x3x3x3]
%onnx::Conv_652[FLOAT, 16]
%onnx::Conv_654[FLOAT, 96x16x1x1]
%onnx::Conv_655[FLOAT, 96]
%onnx::Conv_657[FLOAT, 96x1x3x3]
%onnx::Conv_660[FLOAT, 16x96x1x1]
%onnx::Conv_663[F... | val_accuracy | 0 | 69,963,904 | 1,864,396 | {'zcp_synflow': 81.20775193285226, 'zcp_zen': 69.4563217163086, 'zcp_epe_nas': 19.255263261384567, 'zcp_fisher': 0.22146205604076385, 'zcp_flops': 69963904.0, 'zcp_grad_norm': 31.088354110717773, 'zcp_grasp': -0.51068115234375, 'zcp_jacov': -16.060261283789835, 'zcp_l2_norm': 617.2889404296875, 'zcp_nwot': 213.43062783... | |
FBNet_3363 | FBNet | 3363 | 3363 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_722[FLOAT, 16x3x3x3]
%onnx::Conv_723[FLOAT, 16]
%onnx::Conv_725[FLOAT, 96x16x1x1]
%onnx::Conv_726[FLOAT, 96]
%onnx::Conv_728[FLOAT, 96x1x5x5]
%onnx::Conv_731[FLOAT, 16x96x1x1]
%onnx::Conv_734[F... | val_accuracy | 0 | 64,157,056 | 2,250,148 | {'zcp_synflow': 76.48344084681666, 'zcp_zen': 66.62716674804688, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.17928290367126465, 'zcp_flops': 64157056.0, 'zcp_grad_norm': 22.293777465820312, 'zcp_grasp': -0.18842697143554688, 'zcp_jacov': -16.044773358069236, 'zcp_l2_norm': 604.6664428710938, 'zcp_nwot': 209.... | |
FBNet_4332 | FBNet | 4332 | 4332 | 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, 48x16x1x1]
%onnx::Conv_653[FLOAT, 48]
%onnx::Conv_655[FLOAT, 48x1x5x5]
%onnx::Conv_658[FLOAT, 16x48x1x1]
%onnx::Conv_661[F... | val_accuracy | 0 | 76,200,064 | 1,667,924 | {'zcp_synflow': 79.20783958633449, 'zcp_zen': 69.08696746826172, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.17910556495189667, 'zcp_flops': 76200064.0, 'zcp_grad_norm': 27.31365203857422, 'zcp_grasp': -0.13358688354492188, 'zcp_jacov': -16.057359957342776, 'zcp_l2_norm': 625.0454711914062, 'zcp_nwot': 216.0... | |
FBNet_309 | FBNet | 309 | 309 | 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, 16x8x1x1]
%onnx::Conv_719[FLOAT, 16x1x5x5]
%onnx::Conv_722[FLOAT, 16x8x1x1]
%onnx::Conv_725[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 53,152,128 | 1,359,028 | {'zcp_synflow': 72.2976973775795, 'zcp_zen': 63.19749069213867, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.09832782298326492, 'zcp_flops': 53152128.0, 'zcp_grad_norm': 23.586952209472656, 'zcp_grasp': -0.02733612060546875, 'zcp_jacov': -16.053726807441873, 'zcp_l2_norm': 524.681884765625, 'zcp_nwot': 209.21... | |
FBNet_267 | FBNet | 267 | 267 | 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, 16x1x3x3]
%onnx::Conv_634[FLOAT, 24x16x1x1]
%onnx::Conv_635[FLOAT, 24]
%onnx::Conv_637[F... | val_accuracy | 0 | 53,788,800 | 1,899,476 | {'zcp_synflow': 69.49699155349595, 'zcp_zen': 58.332763671875, 'zcp_epe_nas': 11.735571241907076, 'zcp_fisher': 0.08077261596918106, 'zcp_flops': 53788800.0, 'zcp_grad_norm': 14.835282325744629, 'zcp_grasp': -0.018448829650878906, 'zcp_jacov': -16.05857902988822, 'zcp_l2_norm': 518.8787231445312, 'zcp_nwot': 206.941287... | |
FBNet_775 | FBNet | 775 | 775 | 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, 16x16x1x1]
%onnx::Conv_603[FLOAT, 16x1x5x5]
%onnx::Conv_606[FLOAT, 16x16x1x1]
%onnx::Conv_609[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 59,016,832 | 2,013,492 | {'zcp_synflow': 73.24079331513323, 'zcp_zen': 63.818885803222656, 'zcp_epe_nas': 9.788171105572493, 'zcp_fisher': 0.06565167009830475, 'zcp_flops': 59016832.0, 'zcp_grad_norm': 19.254802703857422, 'zcp_grasp': -0.011888504028320312, 'zcp_jacov': -16.0722650737559, 'zcp_l2_norm': 581.2062377929688, 'zcp_nwot': 205.17720... | |
FBNet_1707 | FBNet | 1707 | 1707 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_643[FLOAT, 16x3x3x3]
%onnx::Conv_644[FLOAT, 16]
%onnx::Conv_646[FLOAT, 16x8x1x1]
%onnx::Conv_649[FLOAT, 16x1x5x5]
%onnx::Conv_652[FLOAT, 16x8x1x1]
%onnx::Conv_655[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 58,294,272 | 1,752,452 | {'zcp_synflow': 71.02424140376345, 'zcp_zen': 62.753238677978516, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11827686429023743, 'zcp_flops': 58294272.0, 'zcp_grad_norm': 20.47737693786621, 'zcp_grasp': -0.03129386901855469, 'zcp_jacov': -16.046702341914745, 'zcp_l2_norm': 583.3742065429688, 'zcp_nwot': 208.... | |
FBNet_3835 | FBNet | 3835 | 3835 | 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, 16x8x1x1]
%onnx::Conv_675[FLOAT, 16x1x5x5]
%onnx::Conv_678[FLOAT, 16x8x1x1]
%onnx::Conv_681[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 97,501,312 | 3,080,732 | {'zcp_synflow': 79.19440468583552, 'zcp_zen': 72.76050567626953, 'zcp_epe_nas': 15.687521820667996, 'zcp_fisher': 0.15571245551109314, 'zcp_flops': 97501312.0, 'zcp_grad_norm': 26.963523864746094, 'zcp_grasp': -0.08057022094726562, 'zcp_jacov': -16.060345729898515, 'zcp_l2_norm': 729.7535400390625, 'zcp_nwot': 214.4749... | |
FBNet_3068 | FBNet | 3068 | 3068 | 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, 96x1x5x5]
%onnx::Conv_723[FLOAT, 16x96x1x1]
%onnx::Conv_726[F... | val_accuracy | 0 | 77,838,208 | 2,099,204 | {'zcp_synflow': 82.69856746227148, 'zcp_zen': 74.12389373779297, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.204952210187912, 'zcp_flops': 77838208.0, 'zcp_grad_norm': 30.021648406982422, 'zcp_grasp': -0.24693679809570312, 'zcp_jacov': -16.053385826623085, 'zcp_l2_norm': 689.7562866210938, 'zcp_nwot': 212.06... | |
FBNet_3134 | FBNet | 3134 | 3134 | 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, 48x1x5x5]
%onnx::Conv_550[FLOAT, 16x48x1x1]
%onnx::Conv_553[F... | val_accuracy | 0 | 72,981,248 | 2,201,276 | {'zcp_synflow': 73.2376284882378, 'zcp_zen': 63.29306411743164, 'zcp_epe_nas': 9.01528959115126, 'zcp_fisher': 0.1291549950838089, 'zcp_flops': 72981248.0, 'zcp_grad_norm': 21.55707359313965, 'zcp_grasp': -0.05003547668457031, 'zcp_jacov': -16.06396504221474, 'zcp_l2_norm': 615.3640747070312, 'zcp_nwot': 213.3940222422... | |
FBNet_791 | FBNet | 791 | 791 | 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, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 67,037,056 | 1,313,468 | {'zcp_synflow': 72.10689936538475, 'zcp_zen': 63.97838592529297, 'zcp_epe_nas': 10.80427455515232, 'zcp_fisher': 0.11032699793577194, 'zcp_flops': 67037056.0, 'zcp_grad_norm': 24.270782470703125, 'zcp_grasp': -0.11032676696777344, 'zcp_jacov': -16.057895132912805, 'zcp_l2_norm': 549.5452270507812, 'zcp_nwot': 215.57558... | |
FBNet_1478 | FBNet | 1478 | 1478 | 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, 96x16x1x1]
%onnx::Conv_645[FLOAT, 96]
%onnx::Conv_647[FLOAT, 96x1x3x3]
%onnx::Conv_650[FLOAT, 16x96x1x1]
%onnx::Conv_653[F... | val_accuracy | 0 | 78,174,336 | 2,253,996 | {'zcp_synflow': 74.81922488419455, 'zcp_zen': 67.45767974853516, 'zcp_epe_nas': 28.651064243536418, 'zcp_fisher': 0.08611088246107101, 'zcp_flops': 78174336.0, 'zcp_grad_norm': 20.890762329101562, 'zcp_grasp': 0.11947059631347656, 'zcp_jacov': -16.049158025690826, 'zcp_l2_norm': 644.2235107421875, 'zcp_nwot': 216.80893... | |
FBNet_2432 | FBNet | 2432 | 2432 | 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, 16x1x5x5]
%onnx::Conv_624[FLOAT, 16x16x1x1]
%onnx::Conv_627[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 75,050,368 | 2,070,844 | {'zcp_synflow': 78.0327530272011, 'zcp_zen': 66.6549072265625, 'zcp_epe_nas': 7.088561959605168, 'zcp_fisher': 0.13101062178611755, 'zcp_flops': 75050368.0, 'zcp_grad_norm': 23.460247039794922, 'zcp_grasp': 0.06957626342773438, 'zcp_jacov': -16.068144968409705, 'zcp_l2_norm': 633.0512084960938, 'zcp_nwot': 214.71194965... | |
FBNet_4995 | FBNet | 4995 | 4995 | 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, 96x1x3x3]
%onnx::Conv_605[FLOAT, 16x96x1x1]
%onnx::Conv_608[F... | val_accuracy | 0 | 70,504,960 | 1,463,236 | {'zcp_synflow': 78.91444726798348, 'zcp_zen': 66.22283935546875, 'zcp_epe_nas': 8.681701498072558, 'zcp_fisher': 0.09996004402637482, 'zcp_flops': 70504960.0, 'zcp_grad_norm': 21.256418228149414, 'zcp_grasp': -0.1840686798095703, 'zcp_jacov': -16.06871154218602, 'zcp_l2_norm': 598.4223022460938, 'zcp_nwot': 217.0889446... | |
FBNet_2042 | FBNet | 2042 | 2042 | 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, 96x1x3x3]
%onnx::Conv_614[FLOAT, 16x96x1x1]
%onnx::Conv_617[F... | val_accuracy | 0 | 66,167,680 | 1,724,284 | {'zcp_synflow': 75.89439481492886, 'zcp_zen': 65.0604248046875, 'zcp_epe_nas': 22.986077083759138, 'zcp_fisher': 0.14157897233963013, 'zcp_flops': 66167680.0, 'zcp_grad_norm': 22.0636043548584, 'zcp_grasp': 0.10960197448730469, 'zcp_jacov': -16.045172169651206, 'zcp_l2_norm': 599.5810546875, 'zcp_nwot': 212.96321001714... | |
FBNet_2224 | FBNet | 2224 | 2224 | 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, 48x1x5x5]
%onnx::Conv_660[FLOAT, 16x48x1x1]
%onnx::Conv_663[F... | val_accuracy | 0 | 63,307,136 | 1,442,236 | {'zcp_synflow': 79.92442801857233, 'zcp_zen': 67.39838409423828, 'zcp_epe_nas': 16.816431765706618, 'zcp_fisher': 0.24235820770263672, 'zcp_flops': 63307136.0, 'zcp_grad_norm': 28.57398223876953, 'zcp_grasp': -0.036426544189453125, 'zcp_jacov': -16.06901719084273, 'zcp_l2_norm': 584.9503173828125, 'zcp_nwot': 213.12558... | |
FBNet_4968 | FBNet | 4968 | 4968 | 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, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 69,033,088 | 1,856,244 | {'zcp_synflow': 78.10402767737338, 'zcp_zen': 67.92422485351562, 'zcp_epe_nas': 6.9733594172329525, 'zcp_fisher': 0.12111038714647293, 'zcp_flops': 69033088.0, 'zcp_grad_norm': 26.677963256835938, 'zcp_grasp': -0.22998046875, 'zcp_jacov': -16.065430570617536, 'zcp_l2_norm': 612.87939453125, 'zcp_nwot': 213.517015460304... | |
FBNet_3574 | FBNet | 3574 | 3574 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_777[FLOAT, 16x3x3x3]
%onnx::Conv_778[FLOAT, 16]
%onnx::Conv_780[FLOAT, 16x8x1x1]
%onnx::Conv_783[FLOAT, 16x1x5x5]
%onnx::Conv_786[FLOAT, 16x8x1x1]
%onnx::Conv_789[FLOAT, 16x8x1x1]
%onnx::Conv_7... | val_accuracy | 0 | 76,646,784 | 1,978,492 | {'zcp_synflow': 73.76031630359513, 'zcp_zen': 66.34817504882812, 'zcp_epe_nas': 16.79104495059314, 'zcp_fisher': 0.10893986374139786, 'zcp_flops': 76646784.0, 'zcp_grad_norm': 28.61844825744629, 'zcp_grasp': -0.0189666748046875, 'zcp_jacov': -16.05037127213474, 'zcp_l2_norm': 583.5709838867188, 'zcp_nwot': 216.07349268... | |
FBNet_1102 | FBNet | 1102 | 1102 | 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, 16x1x3x3]
%onnx::Conv_634[FLOAT, 16x16x1x1]
%onnx::Conv_637[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 43,673,984 | 1,480,572 | {'zcp_synflow': 72.59833054721604, 'zcp_zen': 59.642425537109375, 'zcp_epe_nas': 7.931854677265566, 'zcp_fisher': 0.07172858715057373, 'zcp_flops': 43673984.0, 'zcp_grad_norm': 17.10259437561035, 'zcp_grasp': -0.006548881530761719, 'zcp_jacov': -16.0852786587663, 'zcp_l2_norm': 522.75927734375, 'zcp_nwot': 204.62718070... | |
FBNet_2818 | FBNet | 2818 | 2818 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_725[FLOAT, 16x3x3x3]
%onnx::Conv_726[FLOAT, 16]
%onnx::Conv_728[FLOAT, 16x8x1x1]
%onnx::Conv_731[FLOAT, 16x1x3x3]
%onnx::Conv_734[FLOAT, 16x8x1x1]
%onnx::Conv_737[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 42,797,696 | 1,792,596 | {'zcp_synflow': 71.9078385228318, 'zcp_zen': 62.96639633178711, 'zcp_epe_nas': 15.56121675428384, 'zcp_fisher': 0.14535391330718994, 'zcp_flops': 42797696.0, 'zcp_grad_norm': 17.985904693603516, 'zcp_grasp': -0.005326271057128906, 'zcp_jacov': -16.06837137020709, 'zcp_l2_norm': 565.2669677734375, 'zcp_nwot': 200.600503... | |
FBNet_4373 | FBNet | 4373 | 4373 | 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, 96x1x3x3]
%onnx::Conv_595[FLOAT, 16x96x1x1]
%onnx::Conv_598[F... | val_accuracy | 0 | 89,684,352 | 2,287,116 | {'zcp_synflow': 77.78814456071522, 'zcp_zen': 66.85802459716797, 'zcp_epe_nas': 17.672213954142617, 'zcp_fisher': 0.13917474448680878, 'zcp_flops': 89684352.0, 'zcp_grad_norm': 27.50077247619629, 'zcp_grasp': -0.2438507080078125, 'zcp_jacov': -16.056817258194737, 'zcp_l2_norm': 632.1854858398438, 'zcp_nwot': 218.037051... | |
FBNet_2555 | FBNet | 2555 | 2555 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_777[FLOAT, 16x3x3x3]
%onnx::Conv_778[FLOAT, 16]
%onnx::Conv_780[FLOAT, 16x16x1x1]
%onnx::Conv_783[FLOAT, 16x1x3x3]
%onnx::Conv_786[FLOAT, 16x16x1x1]
%onnx::Conv_789[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 52,016,256 | 1,619,812 | {'zcp_synflow': 71.76300913158792, 'zcp_zen': 65.08634948730469, 'zcp_epe_nas': 22.880541480650677, 'zcp_fisher': 0.12749728560447693, 'zcp_flops': 52016256.0, 'zcp_grad_norm': 23.80299949645996, 'zcp_grasp': -0.03878974914550781, 'zcp_jacov': -16.054012514687223, 'zcp_l2_norm': 563.538330078125, 'zcp_nwot': 209.765461... | |
FBNet_524 | FBNet | 524 | 524 | 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, 16x1x5x5]
%onnx::Conv_676[FLOAT, 16x8x1x1]
%onnx::Conv_679[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 66,035,328 | 1,625,732 | {'zcp_synflow': 80.60428428194919, 'zcp_zen': 70.95985412597656, 'zcp_epe_nas': 34.89063899870333, 'zcp_fisher': 0.14712758362293243, 'zcp_flops': 66035328.0, 'zcp_grad_norm': 26.873384475708008, 'zcp_grasp': -0.10029220581054688, 'zcp_jacov': -16.062316747558334, 'zcp_l2_norm': 629.7327270507812, 'zcp_nwot': 213.83947... | |
FBNet_3284 | FBNet | 3284 | 3284 | 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 | 64,374,912 | 2,208,796 | {'zcp_synflow': 78.16216423937085, 'zcp_zen': 67.58660888671875, 'zcp_epe_nas': 21.997562459039905, 'zcp_fisher': 0.1086248904466629, 'zcp_flops': 64374912.0, 'zcp_grad_norm': 19.60948944091797, 'zcp_grasp': -0.06203651428222656, 'zcp_jacov': -16.08119420997228, 'zcp_l2_norm': 625.8793334960938, 'zcp_nwot': 205.9638094... | |
FBNet_2537 | FBNet | 2537 | 2537 | 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, 96x1x3x3]
%onnx::Conv_695[FLOAT, 16x96x1x1]
%onnx::Conv_698[F... | val_accuracy | 0 | 78,268,032 | 2,455,820 | {'zcp_synflow': 78.45911376049864, 'zcp_zen': 71.94489288330078, 'zcp_epe_nas': 9.328705540745048, 'zcp_fisher': 0.24077898263931274, 'zcp_flops': 78268032.0, 'zcp_grad_norm': 26.569658279418945, 'zcp_grasp': -0.00409698486328125, 'zcp_jacov': -16.055413113059007, 'zcp_l2_norm': 698.275390625, 'zcp_nwot': 213.179741967... | |
FBNet_1902 | FBNet | 1902 | 1902 | 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 | 74,726,016 | 2,475,700 | {'zcp_synflow': 74.31870917370246, 'zcp_zen': 66.34880828857422, 'zcp_epe_nas': 16.866752467423726, 'zcp_fisher': 0.13427942991256714, 'zcp_flops': 74726016.0, 'zcp_grad_norm': 25.07489776611328, 'zcp_grasp': 0.0975189208984375, 'zcp_jacov': -16.063698065044136, 'zcp_l2_norm': 623.57958984375, 'zcp_nwot': 214.114455348... | |
FBNet_381 | FBNet | 381 | 381 | 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, 16x16x1x1]
%onnx::Conv_703[FLOAT, 16x1x5x5]
%onnx::Conv_706[FLOAT, 16x16x1x1]
%onnx::Conv_709[FLOAT, 16x8x1x1]
%onnx::Conv... | val_accuracy | 0 | 52,334,976 | 2,003,196 | {'zcp_synflow': 73.52282533870971, 'zcp_zen': 64.77908325195312, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.10477405041456223, 'zcp_flops': 52334976.0, 'zcp_grad_norm': 23.530776977539062, 'zcp_grasp': -0.05047035217285156, 'zcp_jacov': -16.051283514278605, 'zcp_l2_norm': 572.0286865234375, 'zcp_nwot': 205.... | |
FBNet_4584 | FBNet | 4584 | 4584 | 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, 16x8x1x1]
%onnx::Conv_655[FLOAT, 16x1x5x5]
%onnx::Conv_658[FLOAT, 16x8x1x1]
%onnx::Conv_661[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 67,367,040 | 2,111,228 | {'zcp_synflow': 82.61207640255734, 'zcp_zen': 71.37138366699219, 'zcp_epe_nas': 22.933733773399293, 'zcp_fisher': 0.13436782360076904, 'zcp_flops': 67367040.0, 'zcp_grad_norm': 25.14605712890625, 'zcp_grasp': 0.052730560302734375, 'zcp_jacov': -16.070170038421995, 'zcp_l2_norm': 656.1182250976562, 'zcp_nwot': 210.76010... | |
FBNet_4337 | FBNet | 4337 | 4337 | 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 | 82,380,928 | 2,076,060 | {'zcp_synflow': 78.56326273436527, 'zcp_zen': 70.94601440429688, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.10578685253858566, 'zcp_flops': 82380928.0, 'zcp_grad_norm': 27.561574935913086, 'zcp_grasp': 0.0763092041015625, 'zcp_jacov': -16.05891794824546, 'zcp_l2_norm': 660.8302612304688, 'zcp_nwot': 216.151... | |
FBNet_1935 | FBNet | 1935 | 1935 | 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, 24x8x1x1]
%onnx::Conv_651[FLOAT, 24]
%onnx::Conv_653[FLO... | val_accuracy | 0 | 82,800,512 | 2,506,356 | {'zcp_synflow': 77.71974552054773, 'zcp_zen': 72.21336364746094, 'zcp_epe_nas': 20.900635240922394, 'zcp_fisher': 0.07480906695127487, 'zcp_flops': 82800512.0, 'zcp_grad_norm': 23.619068145751953, 'zcp_grasp': -0.05933380126953125, 'zcp_jacov': -16.048991431497793, 'zcp_l2_norm': 699.265380859375, 'zcp_nwot': 212.59590... | |
FBNet_1599 | FBNet | 1599 | 1599 | 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, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 88,472,320 | 2,462,860 | {'zcp_synflow': 80.79508084421553, 'zcp_zen': 70.61851501464844, 'zcp_epe_nas': 14.452982899975291, 'zcp_fisher': 0.1311006397008896, 'zcp_flops': 88472320.0, 'zcp_grad_norm': 24.331562042236328, 'zcp_grasp': -0.016874313354492188, 'zcp_jacov': -16.06250171426976, 'zcp_l2_norm': 685.9307250976562, 'zcp_nwot': 217.05995... | |
FBNet_3846 | FBNet | 3846 | 3846 | 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, 16x1x5x5]
%onnx::Conv_697[FLOAT, 16x8x1x1]
%onnx::Conv_700[FLOAT, 24x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 72,656,768 | 1,396,404 | {'zcp_synflow': 73.72442005452085, 'zcp_zen': 64.56804656982422, 'zcp_epe_nas': 14.800468186850582, 'zcp_fisher': 0.0958595722913742, 'zcp_flops': 72656768.0, 'zcp_grad_norm': 22.989368438720703, 'zcp_grasp': -0.09406280517578125, 'zcp_jacov': -16.05387822102152, 'zcp_l2_norm': 564.3048095703125, 'zcp_nwot': 214.686284... | |
FBNet_2613 | FBNet | 2613 | 2613 | 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, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 69,493,120 | 2,483,892 | {'zcp_synflow': 73.83712613017894, 'zcp_zen': 64.49493408203125, 'zcp_epe_nas': 25.265031221769163, 'zcp_fisher': 0.1256263703107834, 'zcp_flops': 69493120.0, 'zcp_grad_norm': 18.707210540771484, 'zcp_grasp': -0.06645393371582031, 'zcp_jacov': -16.06658115010795, 'zcp_l2_norm': 619.1077270507812, 'zcp_nwot': 209.071572... | |
FBNet_1757 | FBNet | 1757 | 1757 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_559[FLOAT, 16x3x3x3]
%onnx::Conv_560[FLOAT, 16]
%onnx::Conv_562[FLOAT, 16x16x1x1]
%onnx::Conv_565[FLOAT, 16x1x3x3]
%onnx::Conv_568[FLOAT, 16x16x1x1]
%onnx::Conv_571[FLOAT, 24x16x1x1]
%onnx::Con... | val_accuracy | 0 | 68,369,024 | 1,774,116 | {'zcp_synflow': 75.45237723917062, 'zcp_zen': 67.08149719238281, 'zcp_epe_nas': 12.685863421165514, 'zcp_fisher': 0.08973521739244461, 'zcp_flops': 68369024.0, 'zcp_grad_norm': 20.231948852539062, 'zcp_grasp': 0.022278785705566406, 'zcp_jacov': -16.057802628407465, 'zcp_l2_norm': 624.9200439453125, 'zcp_nwot': 212.5913... | |
FBNet_1930 | FBNet | 1930 | 1930 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_678[FLOAT, 16x3x3x3]
%onnx::Conv_679[FLOAT, 16]
%onnx::Conv_681[FLOAT, 16x16x1x1]
%onnx::Conv_684[FLOAT, 16x1x3x3]
%onnx::Conv_687[FLOAT, 16x16x1x1]
%onnx::Conv_690[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 66,783,360 | 1,652,684 | {'zcp_synflow': 74.4469763155444, 'zcp_zen': 64.5459213256836, 'zcp_epe_nas': 19.198272604068062, 'zcp_fisher': 0.12792517244815826, 'zcp_flops': 66783360.0, 'zcp_grad_norm': 23.09684944152832, 'zcp_grasp': -0.3083362579345703, 'zcp_jacov': -16.05010752136219, 'zcp_l2_norm': 567.890380859375, 'zcp_nwot': 213.2623953935... | |
FBNet_2930 | FBNet | 2930 | 2930 | 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, 16x16x1x1]
%onnx::Conv_660[FLOAT, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 84,952,448 | 2,220,652 | {'zcp_synflow': 83.32974238568171, 'zcp_zen': 73.09153747558594, 'zcp_epe_nas': 23.100654633148075, 'zcp_fisher': 0.12850531935691833, 'zcp_flops': 84952448.0, 'zcp_grad_norm': 27.386011123657227, 'zcp_grasp': -0.015476226806640625, 'zcp_jacov': -16.050743155357463, 'zcp_l2_norm': 674.6767578125, 'zcp_nwot': 216.139268... | |
FBNet_1503 | FBNet | 1503 | 1503 | 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, 16x8x1x1]
%onnx::Conv_711[FLOAT, 16x1x3x3]
%onnx::Conv_714[FLOAT, 16x8x1x1]
%onnx::Conv_717[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 56,393,088 | 1,273,388 | {'zcp_synflow': 76.97044553205761, 'zcp_zen': 68.14289093017578, 'zcp_epe_nas': 19.23844936283052, 'zcp_fisher': 0.1312066912651062, 'zcp_flops': 56393088.0, 'zcp_grad_norm': 26.32147979736328, 'zcp_grasp': -0.22410964965820312, 'zcp_jacov': -16.061178853048244, 'zcp_l2_norm': 590.1182861328125, 'zcp_nwot': 213.0541652... | |
FBNet_1022 | FBNet | 1022 | 1022 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_505[FLOAT, 16x3x3x3]
%onnx::Conv_506[FLOAT, 16]
%onnx::Conv_508[FLOAT, 16x16x1x1]
%onnx::Conv_511[FLOAT, 16x1x5x5]
%onnx::Conv_514[FLOAT, 16x16x1x1]
%onnx::Conv_517[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 58,217,856 | 1,746,460 | {'zcp_synflow': 67.75676075988767, 'zcp_zen': 58.158939361572266, 'zcp_epe_nas': 10.281647986816312, 'zcp_fisher': 0.044725481420755386, 'zcp_flops': 58217856.0, 'zcp_grad_norm': 15.478103637695312, 'zcp_grasp': -0.027037620544433594, 'zcp_jacov': -16.072320639402804, 'zcp_l2_norm': 547.8004150390625, 'zcp_nwot': 202.8... | |
FBNet_1312 | FBNet | 1312 | 1312 | 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, 16x1x5x5]
%onnx::Conv_659[FLOAT, 16x16x1x1]
%onnx::Conv_662[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 57,465,728 | 1,520,772 | {'zcp_synflow': 78.53291606615143, 'zcp_zen': 66.77629089355469, 'zcp_epe_nas': 7.162065925777392, 'zcp_fisher': 0.1294807642698288, 'zcp_flops': 57465728.0, 'zcp_grad_norm': 23.512327194213867, 'zcp_grasp': -0.06920051574707031, 'zcp_jacov': -16.075188520810812, 'zcp_l2_norm': 593.1363525390625, 'zcp_nwot': 209.827076... | |
FBNet_4757 | FBNet | 4757 | 4757 | 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, 16x16x1x1]
%onnx::Conv_682[FLOAT, 16x1x5x5]
%onnx::Conv_685[FLOAT, 16x16x1x1]
%onnx::Conv_688[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 75,020,672 | 2,284,388 | {'zcp_synflow': 74.0642412212167, 'zcp_zen': 67.50218200683594, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.10859407484531403, 'zcp_flops': 75020672.0, 'zcp_grad_norm': 24.753116607666016, 'zcp_grasp': -0.1974964141845703, 'zcp_jacov': -16.07202117656847, 'zcp_l2_norm': 653.7564086914062, 'zcp_nwot': 212.411... | |
FBNet_4472 | FBNet | 4472 | 4472 | 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, 16x1x3x3]
%onnx::Conv_650[FLOAT, 16x8x1x1]
%onnx::Conv_653[FLOAT, 16x8x1x1]
%onnx::Conv_6... | val_accuracy | 0 | 73,705,344 | 2,456,284 | {'zcp_synflow': 73.38772543591557, 'zcp_zen': 65.50313568115234, 'zcp_epe_nas': 29.68639539975771, 'zcp_fisher': 0.08196155726909637, 'zcp_flops': 73705344.0, 'zcp_grad_norm': 21.655574798583984, 'zcp_grasp': -0.10577964782714844, 'zcp_jacov': -16.06085407647236, 'zcp_l2_norm': 632.6305541992188, 'zcp_nwot': 210.971520... | |
FBNet_2268 | FBNet | 2268 | 2268 | 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 | 58,958,464 | 1,581,844 | {'zcp_synflow': 76.97816030806446, 'zcp_zen': 66.9383773803711, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.1581779569387436, 'zcp_flops': 58958464.0, 'zcp_grad_norm': 25.735509872436523, 'zcp_grasp': -0.1554393768310547, 'zcp_jacov': -16.063459554881103, 'zcp_l2_norm': 583.8262939453125, 'zcp_nwot': 210.386... | |
FBNet_1042 | FBNet | 1042 | 1042 | 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 | 74,875,520 | 2,017,916 | {'zcp_synflow': 73.41798062216853, 'zcp_zen': 65.81255340576172, 'zcp_epe_nas': 9.322140827950271, 'zcp_fisher': 0.07360433042049408, 'zcp_flops': 74875520.0, 'zcp_grad_norm': 19.22283172607422, 'zcp_grasp': -0.02867889404296875, 'zcp_jacov': -16.062235710046753, 'zcp_l2_norm': 617.445556640625, 'zcp_nwot': 213.1146555... | |
FBNet_3760 | FBNet | 3760 | 3760 | 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, 16x1x5x5]
%onnx::Conv_660[FLOAT, 16x8x1x1]
%onnx::Conv_663[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 53,540,992 | 2,009,572 | {'zcp_synflow': 69.10633195245218, 'zcp_zen': 59.82262420654297, 'zcp_epe_nas': 7.002099226783161, 'zcp_fisher': 0.07707928121089935, 'zcp_flops': 53540992.0, 'zcp_grad_norm': 18.010421752929688, 'zcp_grasp': -0.0038442611694335938, 'zcp_jacov': -16.057045891798296, 'zcp_l2_norm': 554.8380737304688, 'zcp_nwot': 204.081... | |
FBNet_561 | FBNet | 561 | 561 | 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, 48x16x1x1]
%onnx::Conv_653[FLOAT, 48]
%onnx::Conv_655[FLOAT, 48x1x5x5]
%onnx::Conv_658[FLOAT, 16x48x1x1]
%onnx::Conv_661[F... | val_accuracy | 0 | 94,302,848 | 2,295,164 | {'zcp_synflow': 82.81524008645287, 'zcp_zen': 72.84516143798828, 'zcp_epe_nas': 6.954291509152518, 'zcp_fisher': 0.15510980784893036, 'zcp_flops': 94302848.0, 'zcp_grad_norm': 29.012649536132812, 'zcp_grasp': -0.3079185485839844, 'zcp_jacov': -16.069259931044254, 'zcp_l2_norm': 675.6839599609375, 'zcp_nwot': 217.087553... | |
FBNet_3118 | FBNet | 3118 | 3118 | 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, 16x8x1x1]
%onnx::Conv_585[FLOAT, 16x1x3x3]
%onnx::Conv_588[FLOAT, 16x8x1x1]
%onnx::Conv_591[FLOAT, 16x8x1x1]
%onnx::Conv_5... | val_accuracy | 0 | 40,726,784 | 1,233,404 | {'zcp_synflow': 60.501401162210485, 'zcp_zen': 50.02875518798828, 'zcp_epe_nas': 6.877388542794251, 'zcp_fisher': 0.029020246118307114, 'zcp_flops': 40726784.0, 'zcp_grad_norm': 14.397653579711914, 'zcp_grasp': 0.004691600799560547, 'zcp_jacov': -16.047169219162, 'zcp_l2_norm': 423.6466369628906, 'zcp_nwot': 206.033583... | |
FBNet_288 | FBNet | 288 | 288 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_611[FLOAT, 16x3x3x3]
%onnx::Conv_612[FLOAT, 16]
%onnx::Conv_614[FLOAT, 16x16x1x1]
%onnx::Conv_617[FLOAT, 16x1x3x3]
%onnx::Conv_620[FLOAT, 16x16x1x1]
%onnx::Conv_623[FLOAT, 96x16x1x1]
%onnx::Con... | val_accuracy | 0 | 69,676,928 | 2,260,044 | {'zcp_synflow': 82.91966287259919, 'zcp_zen': 70.7089614868164, 'zcp_epe_nas': 13.646817718766487, 'zcp_fisher': 0.15918390452861786, 'zcp_flops': 69676928.0, 'zcp_grad_norm': 24.40660285949707, 'zcp_grasp': -0.1933422088623047, 'zcp_jacov': -16.05808061674756, 'zcp_l2_norm': 659.550048828125, 'zcp_nwot': 212.759962941... | |
FBNet_3317 | FBNet | 3317 | 3317 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_642[FLOAT, 16x3x3x3]
%onnx::Conv_643[FLOAT, 16]
%onnx::Conv_645[FLOAT, 16x8x1x1]
%onnx::Conv_648[FLOAT, 16x1x5x5]
%onnx::Conv_651[FLOAT, 16x8x1x1]
%onnx::Conv_654[FLOAT, 48x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 67,899,264 | 1,639,044 | {'zcp_synflow': 75.24338766760505, 'zcp_zen': 66.27655029296875, 'zcp_epe_nas': 8.188080695576229, 'zcp_fisher': 0.06693127751350403, 'zcp_flops': 67899264.0, 'zcp_grad_norm': 20.780729293823242, 'zcp_grasp': 0.022264480590820312, 'zcp_jacov': -16.067277241696143, 'zcp_l2_norm': 602.1488647460938, 'zcp_nwot': 211.13353... | |
FBNet_2795 | FBNet | 2795 | 2795 | 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, 16x8x1x1]
%onnx::Conv_674[FLOAT, 16x1x3x3]
%onnx::Conv_677[FLOAT, 16x8x1x1]
%onnx::Conv_680[FLOAT, 16x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 73,268,864 | 2,081,100 | {'zcp_synflow': 80.72625497602876, 'zcp_zen': 72.71063232421875, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.11505958437919617, 'zcp_flops': 73268864.0, 'zcp_grad_norm': 25.218257904052734, 'zcp_grasp': -0.2671070098876953, 'zcp_jacov': -16.067492101222026, 'zcp_l2_norm': 681.1864013671875, 'zcp_nwot': 212.6... | |
FBNet_3255 | FBNet | 3255 | 3255 | 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, 16x8x1x1]
%onnx::Conv_640[FLOAT, 16x1x5x5]
%onnx::Conv_643[FLOAT, 16x8x1x1]
%onnx::Conv_646[FLOAT, 96x16x1x1]
%onnx::Conv_... | val_accuracy | 0 | 62,070,016 | 1,865,980 | {'zcp_synflow': 68.54691798120794, 'zcp_zen': 60.199256896972656, 'zcp_epe_nas': 18.899580884509223, 'zcp_fisher': 0.08545715361833572, 'zcp_flops': 62070016.0, 'zcp_grad_norm': 19.410005569458008, 'zcp_grasp': -0.06775093078613281, 'zcp_jacov': -16.051257047603816, 'zcp_l2_norm': 558.5936889648438, 'zcp_nwot': 213.968... | |
FBNet_2379 | FBNet | 2379 | 2379 | 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, 96x16x1x1]
%onnx::Conv_610[FLOAT, 96]
%onnx::Conv_612[FLOAT, 96x1x5x5]
%onnx::Conv_615[FLOAT, 16x96x1x1]
%onnx::Conv_618[F... | val_accuracy | 0 | 66,950,272 | 1,691,988 | {'zcp_synflow': 73.18609623441891, 'zcp_zen': 62.35993576049805, 'zcp_epe_nas': 17.38035492469981, 'zcp_fisher': 0.09229091554880142, 'zcp_flops': 66950272.0, 'zcp_grad_norm': 20.727338790893555, 'zcp_grasp': -0.0795745849609375, 'zcp_jacov': -16.05990818442868, 'zcp_l2_norm': 567.9395751953125, 'zcp_nwot': 213.5189548... | |
FBNet_2188 | FBNet | 2188 | 2188 | 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, 48x16x1x1]
%onnx::Conv_716[FLOAT, 48]
%onnx::Conv_718[FLOAT, 48x1x5x5]
%onnx::Conv_721[FLOAT, 16x48x1x1]
%onnx::Conv_724[F... | val_accuracy | 0 | 98,150,016 | 2,126,252 | {'zcp_synflow': 84.6676050840435, 'zcp_zen': 76.96593475341797, 'zcp_epe_nas': 6.419256434137816, 'zcp_fisher': 0.26290252804756165, 'zcp_flops': 98150016.0, 'zcp_grad_norm': 37.38824462890625, 'zcp_grasp': -0.114471435546875, 'zcp_jacov': -16.054317000155415, 'zcp_l2_norm': 698.2994995117188, 'zcp_nwot': 219.929021047... | |
FBNet_1729 | FBNet | 1729 | 1729 | 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, 16x1x3x3]
%onnx::Conv_721[FLOAT, 24x16x1x1]
%onnx::Conv_722[FLOAT, 24]
%onnx::Conv_724[F... | val_accuracy | 0 | 64,655,744 | 2,205,660 | {'zcp_synflow': 72.6224597163379, 'zcp_zen': 65.56234741210938, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.08123622834682465, 'zcp_flops': 64655744.0, 'zcp_grad_norm': 19.277894973754883, 'zcp_grasp': -0.0005931854248046875, 'zcp_jacov': -16.049855272378494, 'zcp_l2_norm': 594.7388916015625, 'zcp_nwot': 207... | |
FBNet_3488 | FBNet | 3488 | 3488 | 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, 96x16x1x1]
%onnx::Conv_754[FLOAT, 96]
%onnx::Conv_756[FLOAT, 96x1x3x3]
%onnx::Conv_759[FLOAT, 16x96x1x1]
%onnx::Conv_762[F... | val_accuracy | 0 | 60,478,848 | 1,533,948 | {'zcp_synflow': 78.87316486963105, 'zcp_zen': 70.88589477539062, 'zcp_epe_nas': 8.352323564645705, 'zcp_fisher': 0.1991480439901352, 'zcp_flops': 60478848.0, 'zcp_grad_norm': 30.000732421875, 'zcp_grasp': -0.6480674743652344, 'zcp_jacov': -16.053901574563792, 'zcp_l2_norm': 627.3004760742188, 'zcp_nwot': 212.7638793876... | |
FBNet_549 | FBNet | 549 | 549 | graph main_graph (
%input.1[FLOAT, 1x3x32x32]
%fc.weight[FLOAT, 100x1504]
%fc.bias[FLOAT, 100]
%onnx::Conv_767[FLOAT, 16x3x3x3]
%onnx::Conv_768[FLOAT, 16]
%onnx::Conv_770[FLOAT, 16x16x1x1]
%onnx::Conv_773[FLOAT, 16x1x3x3]
%onnx::Conv_776[FLOAT, 16x16x1x1]
%onnx::Conv_779[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 66,232,192 | 1,667,092 | {'zcp_synflow': 77.81483334772902, 'zcp_zen': 69.256103515625, 'zcp_epe_nas': 32.06223978549624, 'zcp_fisher': 0.16952203214168549, 'zcp_flops': 66232192.0, 'zcp_grad_norm': 26.385677337646484, 'zcp_grasp': -0.19779205322265625, 'zcp_jacov': -16.06178854715432, 'zcp_l2_norm': 623.8082885742188, 'zcp_nwot': 213.19267935... | |
FBNet_3439 | FBNet | 3439 | 3439 | 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 | 62,130,816 | 1,679,444 | {'zcp_synflow': 71.41110139582321, 'zcp_zen': 63.20854187011719, 'zcp_epe_nas': 14.561109837273657, 'zcp_fisher': 0.12066669017076492, 'zcp_flops': 62130816.0, 'zcp_grad_norm': 20.865127563476562, 'zcp_grasp': 0.018901824951171875, 'zcp_jacov': -16.068683609870156, 'zcp_l2_norm': 583.7369384765625, 'zcp_nwot': 210.1338... | |
FBNet_4986 | FBNet | 4986 | 4986 | 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, 16x1x3x3]
%onnx::Conv_667[FLOAT, 16x16x1x1]
%onnx::Conv_670[FLOAT, 16x16x1x1]
%onnx::Con... | val_accuracy | 0 | 47,260,288 | 1,864,060 | {'zcp_synflow': 74.42637333207125, 'zcp_zen': 62.96506118774414, 'zcp_epe_nas': 9.249753270732128, 'zcp_fisher': 0.09918364882469177, 'zcp_flops': 47260288.0, 'zcp_grad_norm': 20.749752044677734, 'zcp_grasp': -0.013192176818847656, 'zcp_jacov': -16.065177879653504, 'zcp_l2_norm': 550.09716796875, 'zcp_nwot': 202.668077... | |
FBNet_2886 | FBNet | 2886 | 2886 | 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 | 84,349,312 | 2,141,268 | {'zcp_synflow': 79.6031894422013, 'zcp_zen': 72.07600402832031, 'zcp_epe_nas': 8.156722601338155, 'zcp_fisher': 0.21506130695343018, 'zcp_flops': 84349312.0, 'zcp_grad_norm': 30.96481704711914, 'zcp_grasp': -0.3064384460449219, 'zcp_jacov': -16.05863887018943, 'zcp_l2_norm': 654.402587890625, 'zcp_nwot': 217.1366340441... | |
FBNet_2533 | FBNet | 2533 | 2533 | 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, 96x16x1x1]
%onnx::Conv_662[FLOAT, 96]
%onnx::Conv_664[FLOAT, 96x1x5x5]
%onnx::Conv_667[FLOAT, 16x96x1x1]
%onnx::Conv_670[F... | val_accuracy | 0 | 78,760,448 | 2,611,588 | {'zcp_synflow': 84.88872593586107, 'zcp_zen': 72.90105438232422, 'zcp_epe_nas': 7.443132516377585, 'zcp_fisher': 0.23279525339603424, 'zcp_flops': 78760448.0, 'zcp_grad_norm': 28.568832397460938, 'zcp_grasp': -0.15717315673828125, 'zcp_jacov': -16.03918816588817, 'zcp_l2_norm': 692.0369873046875, 'zcp_nwot': 212.165280... | |
FBNet_1700 | FBNet | 1700 | 1700 | 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, 48x16x1x1]
%onnx::Con... | val_accuracy | 0 | 80,826,496 | 2,083,188 | {'zcp_synflow': 77.9732595212781, 'zcp_zen': 69.58172607421875, 'zcp_epe_nas': 0.00015999920000638146, 'zcp_fisher': 0.16281278431415558, 'zcp_flops': 80826496.0, 'zcp_grad_norm': 23.031352996826172, 'zcp_grasp': -0.0038852691650390625, 'zcp_jacov': -16.063222963953315, 'zcp_l2_norm': 655.2195434570312, 'zcp_nwot': 216... | |
FBNet_1188 | FBNet | 1188 | 1188 | 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, 24x16x1x1]
%onnx::Conv_623[FLOAT, 24]
%onnx::Conv_625[F... | val_accuracy | 0 | 97,782,016 | 2,676,212 | {'zcp_synflow': 81.21061553030952, 'zcp_zen': 73.624755859375, 'zcp_epe_nas': 14.98039333063176, 'zcp_fisher': 0.09667178243398666, 'zcp_flops': 97782016.0, 'zcp_grad_norm': 24.505836486816406, 'zcp_grasp': -0.05565071105957031, 'zcp_jacov': -16.061925101872877, 'zcp_l2_norm': 731.0891723632812, 'zcp_nwot': 216.9570524... | |
FBNet_3709 | FBNet | 3709 | 3709 | 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 | 67,895,936 | 1,585,644 | {'zcp_synflow': 71.45353032306555, 'zcp_zen': 65.57430267333984, 'zcp_epe_nas': 15.079925669862535, 'zcp_fisher': 0.17943716049194336, 'zcp_flops': 67895936.0, 'zcp_grad_norm': 27.759387969970703, 'zcp_grasp': -0.03340911865234375, 'zcp_jacov': -16.06635857839874, 'zcp_l2_norm': 582.6123657226562, 'zcp_nwot': 215.32183... |
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