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 |
|---|---|---|---|---|---|---|---|---|---|---|
NASBench101_332672 | NASBench101 | 332672 | c937381e950c8b85c73c488cac4ed7b2 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_887[FLOAT, 128x3x3x3]
%onnx::Conv_888[FLOAT, 128]
%onnx::Conv_890[FLOAT, 64x128x1x1]
%onnx::Conv_891[FLOAT, 64]
%onnx::Conv_893[FLOAT, 64x64x3x3]
%onnx::Conv_896[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.067307 | 2,407,016,448 | 8,118,666 | {'zcp_epe_nas': 149.24613502913311, 'zcp_fisher': 111.89356231689453, 'zcp_flops': 38512263168.0, 'zcp_grad_norm': 202.0435791015625, 'zcp_grasp': -6.5693359375, 'zcp_jacov': -16.047300014713652, 'zcp_l2_norm': 993.70849609375, 'zcp_nwot': 223.95672693299645, 'zcp_params': 8118666.0, 'zcp_plain': 0.032603833824396, 'zc... | |
NASBench101_297896 | NASBench101 | 297896 | b44ce4ee260d419b986c691c322f2bee | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_725[FLOAT, 128x3x3x3]
%onnx::Conv_726[FLOAT, 128]
%onnx::Conv_728[FLOAT, 128x128x1x1]
%onnx::Conv_731[FLOAT, 128x128x1x1]
%onnx::Conv_734[FLOAT, 128x128x1x1]
%onnx::Conv_737[FLOAT, 12... | val_accuracy | 91.075718 | 3,894,421,504 | 13,126,538 | {'zcp_epe_nas': 107.0344542417035, 'zcp_fisher': 16.452272415161133, 'zcp_flops': 62310744064.0, 'zcp_grad_norm': 62.560123443603516, 'zcp_grasp': 0.5325927734375, 'zcp_jacov': -16.052011569691697, 'zcp_l2_norm': 1031.025146484375, 'zcp_nwot': 230.82553423620115, 'zcp_params': 13126538.0, 'zcp_plain': -0.01785811781883... | |
NASBench101_302742 | NASBench101 | 302742 | b725a6d0415833dc3bdbc8b01a7771cd | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_752[FLOAT, 128x3x3x3]
%onnx::Conv_753[FLOAT, 128]
%onnx::Conv_755[FLOAT, 128x128x1x1]
%onnx::Conv_758[FLOAT, 128x128x3x3]
%onnx::Conv_761[FLOAT, 128x128x3x3]
%onnx::Conv_764[FLOAT, 12... | val_accuracy | 90.514821 | 6,276,786,176 | 21,220,234 | {'zcp_epe_nas': 104.9543531873188, 'zcp_fisher': 55.40484619140625, 'zcp_flops': 100428578816.0, 'zcp_grad_norm': 146.2871856689453, 'zcp_grasp': -114.49395751953125, 'zcp_jacov': -16.05544686939142, 'zcp_l2_norm': 1014.6290893554688, 'zcp_nwot': 231.59417595028242, 'zcp_params': 21220234.0, 'zcp_plain': 0.223941639065... | |
NASBench101_297318 | NASBench101 | 297318 | b3f2df12f34aa99e6cea770875914a4b | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_977[FLOAT, 128x3x3x3]
%onnx::Conv_978[FLOAT, 128]
%onnx::Conv_980[FLOAT, 128x128x1x1]
%onnx::Conv_983[FLOAT, 128x128x1x1]
%onnx::Conv_986[FLOAT, 128x128x1x1]
%onnx::Conv_989[FLOAT, 12... | val_accuracy | 88.872194 | 4,509,411,328 | 15,201,674 | {'zcp_epe_nas': 107.61556442209304, 'zcp_fisher': 130.33160400390625, 'zcp_flops': 72150581248.0, 'zcp_grad_norm': 269.0644226074219, 'zcp_grasp': 1969.7080078125, 'zcp_jacov': -16.06644460290678, 'zcp_l2_norm': 1454.02783203125, 'zcp_nwot': 237.84715859286308, 'zcp_params': 15201674.0, 'zcp_plain': -0.020336471498012,... | |
NASBench101_402784 | NASBench101 | 402784 | f37df4f68ec6374e1dd25c2ace252806 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_797[FLOAT, 128x3x3x3]
%onnx::Conv_798[FLOAT, 128]
%onnx::Conv_800[FLOAT, 43x128x1x1]
%onnx::Conv_801[FLOAT, 43]
%onnx::Conv_803[FLOAT, 43x43x3x3]
%onnx::Conv_806[FLOAT, 42x42x1x1]
%... | val_accuracy | 92.217547 | 567,636,352 | 1,862,804 | {'zcp_epe_nas': 89.62063994338001, 'zcp_fisher': 42.347103118896484, 'zcp_flops': 9082181632.0, 'zcp_grad_norm': 110.50285339355469, 'zcp_grasp': 11.718017578125, 'zcp_jacov': -16.054094469431277, 'zcp_l2_norm': 761.3713989257812, 'zcp_nwot': 215.71210772150368, 'zcp_params': 1862804.0, 'zcp_plain': 0.123584635555744, ... | |
NASBench101_274398 | NASBench101 | 274398 | a6276158e6a5ae1941fec729048d36aa | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_905[FLOAT, 128x3x3x3]
%onnx::Conv_906[FLOAT, 128]
%onnx::Conv_908[FLOAT, 43x128x1x1]
%onnx::Conv_909[FLOAT, 43]
%onnx::Conv_911[FLOAT, 43x43x3x3]
%onnx::Conv_914[FLOAT, 43x43x1x1]
%... | val_accuracy | 92.127407 | 818,580,480 | 2,727,741 | {'zcp_epe_nas': 118.68496368526078, 'zcp_fisher': 88.65323638916016, 'zcp_flops': 13097287680.0, 'zcp_grad_norm': 170.99610900878906, 'zcp_grasp': 88.98095703125, 'zcp_jacov': -16.054176395912044, 'zcp_l2_norm': 809.9066772460938, 'zcp_nwot': 218.76095252842003, 'zcp_params': 2727741.0, 'zcp_plain': -0.008989046327769,... | |
NASBench101_423574 | NASBench101 | 423574 | fff593804f1a8ad925acb16ebb389299 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_794[FLOAT, 128x3x3x3]
%onnx::Conv_795[FLOAT, 128]
%onnx::Conv_797[FLOAT, 43x128x1x1]
%onnx::Conv_798[FLOAT, 43]
%onnx::Conv_800[FLOAT, 43x43x1x1]
%onnx::Conv_803[FLOAT, 43x128x1x1]
... | val_accuracy | 88.561696 | 297,020,288 | 940,816 | {'zcp_epe_nas': 89.64534746705938, 'zcp_fisher': 3.516000986099243, 'zcp_flops': 4752324608.0, 'zcp_grad_norm': 37.25662612915039, 'zcp_grasp': -3.466567993164062, 'zcp_jacov': -16.06063988314571, 'zcp_l2_norm': 759.6890258789062, 'zcp_nwot': 215.87994372490164, 'zcp_params': 940816.0, 'zcp_plain': 0.05709612742066301,... | |
NASBench101_202270 | NASBench101 | 202270 | 7a766d4c006c4987c7d5c111bbd11eb0 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_626[FLOAT, 128x3x3x3]
%onnx::Conv_627[FLOAT, 128]
%onnx::Conv_629[FLOAT, 128x128x1x1]
%onnx::Conv_632[FLOAT, 128x128x1x1]
%onnx::Conv_635[FLOAT, 128x128x1x1]
%onnx::Conv_638[FLOAT, 12... | val_accuracy | 87.349761 | 1,171,007,488 | 3,831,434 | {'zcp_epe_nas': 99.32842976291938, 'zcp_fisher': 19.843368530273438, 'zcp_flops': 18736119808.0, 'zcp_grad_norm': 106.34571075439453, 'zcp_grasp': -18.230224609375, 'zcp_jacov': -16.05978999342355, 'zcp_l2_norm': 818.6135864257812, 'zcp_nwot': 229.02748095198544, 'zcp_params': 3831434.0, 'zcp_plain': 0.163821622729301,... | |
NASBench101_304022 | NASBench101 | 304022 | b7eff44415c81d67b88493f6c066c6a5 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_860[FLOAT, 128x3x3x3]
%onnx::Conv_861[FLOAT, 128]
%onnx::Conv_863[FLOAT, 64x128x1x1]
%onnx::Conv_864[FLOAT, 64]
%onnx::Conv_866[FLOAT, 64x128x1x1]
%onnx::Conv_869[FLOAT, 64x64x3x3]
... | val_accuracy | 92.778444 | 1,998,727,168 | 6,667,274 | {'zcp_epe_nas': 64.64013196296744, 'zcp_fisher': 3.763559103012085, 'zcp_flops': 31979634688.0, 'zcp_grad_norm': 47.887325286865234, 'zcp_grasp': -7.337295532226562, 'zcp_jacov': -16.05248174200211, 'zcp_l2_norm': 1040.0694580078125, 'zcp_nwot': 226.57194469117758, 'zcp_params': 6667274.0, 'zcp_plain': 0.07615979760885... | |
NASBench101_348586 | NASBench101 | 348586 | d2bf34de210a80367dbbbec6de8434b1 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_887[FLOAT, 128x3x3x3]
%onnx::Conv_888[FLOAT, 128]
%onnx::Conv_890[FLOAT, 64x128x1x1]
%onnx::Conv_891[FLOAT, 64]
%onnx::Conv_893[FLOAT, 64x64x3x3]
%onnx::Conv_896[FLOAT, 64x128x1x1]
... | val_accuracy | 89.342946 | 2,407,016,448 | 8,118,666 | {'zcp_epe_nas': 108.11059145928635, 'zcp_fisher': 1680.95166015625, 'zcp_flops': 38512263168.0, 'zcp_grad_norm': 692.2506103515625, 'zcp_grasp': 106.17578125, 'zcp_jacov': -16.062294470413306, 'zcp_l2_norm': 994.55126953125, 'zcp_nwot': 224.26842040553765, 'zcp_params': 8118666.0, 'zcp_plain': 0.055115807801485006, 'zc... | |
NASBench101_414865 | NASBench101 | 414865 | fab3b96adcb18dd2b2b8808d977d8c05 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_950[FLOAT, 128x3x3x3]
%onnx::Conv_951[FLOAT, 128]
%onnx::Conv_953[FLOAT, 128x128x1x1]
%onnx::Conv_956[FLOAT, 128x128x1x1]
%onnx::Conv_959[FLOAT, 128x128x3x3]
%onnx::Conv_962[FLOAT, 12... | val_accuracy | 93.589741 | 11,723,614,208 | 39,810,442 | {'zcp_epe_nas': 141.41850728452943, 'zcp_fisher': 4.813612937927246, 'zcp_flops': 187577827328.0, 'zcp_grad_norm': 53.32642364501953, 'zcp_grasp': -2.113922119140625, 'zcp_jacov': -16.049683906215805, 'zcp_l2_norm': 1438.511474609375, 'zcp_nwot': 237.00893578288307, 'zcp_params': 39810442.0, 'zcp_plain': 0.080423474311... | |
NASBench101_376245 | NASBench101 | 376245 | e377a866de78a488b66ef756b436c7bc | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_644[FLOAT, 128x3x3x3]
%onnx::Conv_645[FLOAT, 128]
%onnx::Conv_647[FLOAT, 128x128x1x1]
%onnx::Conv_650[FLOAT, 128x128x3x3]
%onnx::Conv_653[FLOAT, 128x128x1x1]
%onnx::Conv_656[FLOAT, 12... | val_accuracy | 90.394634 | 6,036,400,128 | 20,510,346 | {'zcp_epe_nas': 135.5842206127299, 'zcp_fisher': 739.7662353515625, 'zcp_flops': 96582402048.0, 'zcp_grad_norm': 389.3484191894531, 'zcp_grasp': -66.7294921875, 'zcp_jacov': -16.061079309879617, 'zcp_l2_norm': 834.236083984375, 'zcp_nwot': 228.8789841248359, 'zcp_params': 20510346.0, 'zcp_plain': 0.002021479420363, 'zc... | |
NASBench101_405599 | NASBench101 | 405599 | f5344fe5a0cc516d41924d62c1436fa1 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_959[FLOAT, 128x3x3x3]
%onnx::Conv_960[FLOAT, 128]
%onnx::Conv_962[FLOAT, 128x128x1x1]
%onnx::Conv_965[FLOAT, 128x128x1x1]
%onnx::Conv_968[FLOAT, 128x128x1x1]
%onnx::Conv_971[FLOAT, 12... | val_accuracy | 91.526443 | 4,475,856,896 | 15,037,834 | {'zcp_epe_nas': 75.55357450176335, 'zcp_fisher': 73.7028579711914, 'zcp_flops': 71613710336.0, 'zcp_grad_norm': 171.61680603027344, 'zcp_grasp': -10.130859375, 'zcp_jacov': -16.0535992302213, 'zcp_l2_norm': 1438.1536865234375, 'zcp_nwot': 237.52954489566636, 'zcp_params': 15037834.0, 'zcp_plain': 0.003380427835509, 'zc... | |
NASBench101_54844 | NASBench101 | 54844 | 2159fa9112376af9d490ce7a44385025 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_968[FLOAT, 128x3x3x3]
%onnx::Conv_969[FLOAT, 128]
%onnx::Conv_971[FLOAT, 128x128x1x1]
%onnx::Conv_974[FLOAT, 128x128x3x3]
%onnx::Conv_977[FLOAT, 128x128x1x1]
%onnx::Conv_980[FLOAT, 12... | val_accuracy | 93.219149 | 4,475,856,896 | 15,037,834 | {'zcp_epe_nas': 82.89355223519202, 'zcp_fisher': 53.432491302490234, 'zcp_flops': 71613710336.0, 'zcp_grad_norm': 164.09689331054688, 'zcp_grasp': 2.629150390625, 'zcp_jacov': -16.058584784463445, 'zcp_l2_norm': 1438.766357421875, 'zcp_nwot': 237.45341047887956, 'zcp_params': 15037834.0, 'zcp_plain': 0.023596050217747,... | |
NASBench101_37551 | NASBench101 | 37551 | 16c69eb8c0d294e490bd5e1461c6bf67 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_887[FLOAT, 128x3x3x3]
%onnx::Conv_888[FLOAT, 128]
%onnx::Conv_890[FLOAT, 64x128x1x1]
%onnx::Conv_891[FLOAT, 64]
%onnx::Conv_893[FLOAT, 64x64x3x3]
%onnx::Conv_896[FLOAT, 64x64x3x3]
%... | val_accuracy | 93.469554 | 3,010,996,224 | 10,183,050 | {'zcp_epe_nas': 167.84059737631569, 'zcp_fisher': 9.721426963806152, 'zcp_flops': 48175939584.0, 'zcp_grad_norm': 63.31158447265625, 'zcp_grasp': -1.2431640625, 'zcp_jacov': -16.073613410575007, 'zcp_l2_norm': 994.4918212890625, 'zcp_nwot': 224.0075529385325, 'zcp_params': 10183050.0, 'zcp_plain': -0.008086401037871001... | |
NASBench101_196729 | NASBench101 | 196729 | 770ac5404f7b3561a48984af3028d1ff | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_617[FLOAT, 128x3x3x3]
%onnx::Conv_618[FLOAT, 128]
%onnx::Conv_620[FLOAT, 128x128x1x1]
%onnx::Conv_623[FLOAT, 128x128x3x3]
%onnx::Conv_626[FLOAT, 128x128x1x1]
%onnx::Conv_629[FLOAT, 12... | val_accuracy | 89.723557 | 6,036,400,128 | 20,510,346 | {'zcp_epe_nas': 88.35453548934858, 'zcp_fisher': 30.151662826538086, 'zcp_flops': 96582402048.0, 'zcp_grad_norm': 79.71514892578125, 'zcp_grasp': 0.16009521484375, 'zcp_jacov': -16.05248769497625, 'zcp_l2_norm': 834.51123046875, 'zcp_nwot': 227.87984917102466, 'zcp_params': 20510346.0, 'zcp_plain': 0.032926976680755005... | |
NASBench101_146517 | NASBench101 | 146517 | 58a4859cd86fe6b68f82656ef69435d7 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_752[FLOAT, 128x3x3x3]
%onnx::Conv_753[FLOAT, 128]
%onnx::Conv_755[FLOAT, 64x128x1x1]
%onnx::Conv_756[FLOAT, 64]
%onnx::Conv_758[FLOAT, 64x128x1x1]
%onnx::Conv_761[FLOAT, 64x64x3x3]
... | val_accuracy | 90.67508 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 116.86672729292185, 'zcp_fisher': 6.8331170082092285, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 54.359031677246094, 'zcp_grasp': -1.329559326171875, 'zcp_jacov': -16.05029558244131, 'zcp_l2_norm': 890.28857421875, 'zcp_nwot': 221.25555005863984, 'zcp_params': 3905290.0, 'zcp_plain': -0.01169594656676... | |
NASBench101_207283 | NASBench101 | 207283 | 7d7de69bd3fbc3aa33ee74fda4a6557e | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_671[FLOAT, 128x3x3x3]
%onnx::Conv_672[FLOAT, 128]
%onnx::Conv_674[FLOAT, 128x128x1x1]
%onnx::Conv_677[FLOAT, 128x128x3x3]
%onnx::Conv_680[FLOAT, 128x128x1x1]
%onnx::Conv_683[FLOAT, 12... | val_accuracy | 92.898637 | 3,586,926,592 | 12,088,970 | {'zcp_epe_nas': 112.19036619808442, 'zcp_fisher': 16.42127227783203, 'zcp_flops': 57390825472.0, 'zcp_grad_norm': 57.748130798339844, 'zcp_grasp': 0.8654022216796871, 'zcp_jacov': -16.03617024753298, 'zcp_l2_norm': 818.8258666992188, 'zcp_nwot': 228.70924052988025, 'zcp_params': 12088970.0, 'zcp_plain': -0.008581578731... | |
NASBench101_260106 | NASBench101 | 260106 | 9d856f4acdd78fcb4e2aaf51aa757cbb | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1076[FLOAT, 128x3x3x3]
%onnx::Conv_1077[FLOAT, 128]
%onnx::Conv_1079[FLOAT, 64x128x1x1]
%onnx::Conv_1080[FLOAT, 64]
%onnx::Conv_1082[FLOAT, 64x64x1x1]
%onnx::Conv_1085[FLOAT, 64x128x1... | val_accuracy | 90.57492 | 1,414,277,120 | 4,687,498 | {'zcp_epe_nas': 110.85122819073115, 'zcp_fisher': 70.88573455810547, 'zcp_flops': 22628433920.0, 'zcp_grad_norm': 187.35067749023438, 'zcp_grasp': 9.66845703125, 'zcp_jacov': -16.05290689352777, 'zcp_l2_norm': 1338.9969482421875, 'zcp_nwot': 229.2248847401472, 'zcp_params': 4687498.0, 'zcp_plain': 0.044005502015352006,... | |
NASBench101_28623 | NASBench101 | 28623 | 114d1331bb6eda866ef12358d09f0e14 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_770[FLOAT, 128x3x3x3]
%onnx::Conv_771[FLOAT, 128]
%onnx::Conv_773[FLOAT, 64x128x1x1]
%onnx::Conv_774[FLOAT, 64]
%onnx::Conv_776[FLOAT, 64x128x1x1]
%onnx::Conv_779[FLOAT, 64x64x1x1]
... | val_accuracy | 91.085738 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 115.73676242657812, 'zcp_fisher': 7.516077518463135, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 56.58469772338867, 'zcp_grasp': -2.1121826171875, 'zcp_jacov': -16.048301591961575, 'zcp_l2_norm': 890.0101318359375, 'zcp_nwot': 221.03449017888494, 'zcp_params': 3905290.0, 'zcp_plain': 0.136592552065849,... | |
NASBench101_373643 | NASBench101 | 373643 | e1dfa58cecf4c4c42d2629680ee4bf54 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_869[FLOAT, 128x3x3x3]
%onnx::Conv_870[FLOAT, 128]
%onnx::Conv_872[FLOAT, 128x128x1x1]
%onnx::Conv_875[FLOAT, 128x128x1x1]
%onnx::Conv_878[FLOAT, 128x128x3x3]
%onnx::Conv_881[FLOAT, 12... | val_accuracy | 90.114182 | 9,067,309,056 | 30,843,018 | {'zcp_epe_nas': 77.92010288212407, 'zcp_fisher': 9436.919921875, 'zcp_flops': 145076944896.0, 'zcp_grad_norm': 1690.218505859375, 'zcp_grasp': 8045.8125, 'zcp_jacov': -16.061957365630775, 'zcp_l2_norm': 1257.673583984375, 'zcp_nwot': 234.9848345124377, 'zcp_params': 30843018.0, 'zcp_plain': 0.0049786493182180005, 'zcp_... | |
NASBench101_65815 | NASBench101 | 65815 | 27ed755a18b2d4651912e5d5d592398c | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_626[FLOAT, 128x3x3x3]
%onnx::Conv_627[FLOAT, 128]
%onnx::Conv_629[FLOAT, 64x128x1x1]
%onnx::Conv_630[FLOAT, 64]
%onnx::Conv_632[FLOAT, 64x128x1x1]
%onnx::Conv_635[FLOAT, 64x64x1x1]
... | val_accuracy | 88.882214 | 438,577,152 | 1,404,042 | {'zcp_epe_nas': 131.12033038585625, 'zcp_fisher': 5.942842483520508, 'zcp_flops': 7017234432.0, 'zcp_grad_norm': 44.6381721496582, 'zcp_grasp': -2.583282470703125, 'zcp_jacov': -16.05544653505047, 'zcp_l2_norm': 694.9218139648438, 'zcp_nwot': 218.5790225691486, 'zcp_params': 1404042.0, 'zcp_plain': 0.05385642871260601,... | |
NASBench101_299463 | NASBench101 | 299463 | b535b1fd8eaa4bd53f90c32ba761ecf5 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_878[FLOAT, 128x3x3x3]
%onnx::Conv_879[FLOAT, 128]
%onnx::Conv_881[FLOAT, 128x128x1x1]
%onnx::Conv_884[FLOAT, 128x128x1x1]
%onnx::Conv_887[FLOAT, 128x128x1x1]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 81.340146 | 1,752,442,880 | 5,742,730 | {'zcp_epe_nas': 119.60911101512218, 'zcp_fisher': 208.6942901611328, 'zcp_flops': 28039086080.0, 'zcp_grad_norm': 326.1234130859375, 'zcp_grasp': -685.86328125, 'zcp_jacov': -16.053309989208437, 'zcp_l2_norm': 1226.7015380859375, 'zcp_nwot': 235.25457543119902, 'zcp_params': 5742730.0, 'zcp_plain': 0.032913610339164005... | |
NASBench101_382632 | NASBench101 | 382632 | e753fad48a01b428f20ac13d68a79207 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_860[FLOAT, 128x3x3x3]
%onnx::Conv_861[FLOAT, 128]
%onnx::Conv_863[FLOAT, 128x128x1x1]
%onnx::Conv_866[FLOAT, 128x128x1x1]
%onnx::Conv_869[FLOAT, 128x128x1x1]
%onnx::Conv_872[FLOAT, 12... | val_accuracy | 87.069309 | 4,201,916,416 | 14,164,106 | {'zcp_epe_nas': 109.96201034290208, 'zcp_fisher': 3691.467529296875, 'zcp_flops': 67230662656.0, 'zcp_grad_norm': 1187.10498046875, 'zcp_grasp': 2188.6875, 'zcp_jacov': -16.0391929102772, 'zcp_l2_norm': 1242.871337890625, 'zcp_nwot': 235.51252222735295, 'zcp_params': 14164106.0, 'zcp_plain': 0.017372233793139, 'zcp_sni... | |
NASBench101_50043 | NASBench101 | 50043 | 1e6dc508c889f13dfdab3840fd4be496 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_743[FLOAT, 128x3x3x3]
%onnx::Conv_744[FLOAT, 128]
%onnx::Conv_746[FLOAT, 64x128x1x1]
%onnx::Conv_747[FLOAT, 64]
%onnx::Conv_749[FLOAT, 64x128x1x1]
%onnx::Conv_752[FLOAT, 64x64x1x1]
... | val_accuracy | 91.806889 | 1,120,806,912 | 3,729,162 | {'zcp_epe_nas': 149.31217569871237, 'zcp_fisher': 3.226832151412964, 'zcp_flops': 17932910592.0, 'zcp_grad_norm': 38.10078430175781, 'zcp_grasp': 0.96319580078125, 'zcp_jacov': -16.050361075953273, 'zcp_l2_norm': 844.6705932617188, 'zcp_nwot': 221.6731427589793, 'zcp_params': 3729162.0, 'zcp_plain': -0.0555985160171980... | |
NASBench101_316568 | NASBench101 | 316568 | bf8a4cb9ec94c4e3da66fb5a0a276294 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_914[FLOAT, 128x3x3x3]
%onnx::Conv_915[FLOAT, 128]
%onnx::Conv_917[FLOAT, 43x128x1x1]
%onnx::Conv_918[FLOAT, 43]
%onnx::Conv_920[FLOAT, 43x43x3x3]
%onnx::Conv_923[FLOAT, 43x128x1x1]
... | val_accuracy | 92.497998 | 659,164,032 | 2,154,390 | {'zcp_epe_nas': 79.66445234644574, 'zcp_fisher': 9.670591354370117, 'zcp_flops': 10546624512.0, 'zcp_grad_norm': 61.38128662109375, 'zcp_grasp': -4.4317626953125, 'zcp_jacov': -16.07238576444219, 'zcp_l2_norm': 957.4671630859375, 'zcp_nwot': 218.350614379681, 'zcp_params': 2154390.0, 'zcp_plain': -0.014385498128831001,... | |
NASBench101_300039 | NASBench101 | 300039 | b58c81b8c5155be541440644f64fb5a0 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_662[FLOAT, 128x3x3x3]
%onnx::Conv_663[FLOAT, 128]
%onnx::Conv_665[FLOAT, 64x128x1x1]
%onnx::Conv_666[FLOAT, 64]
%onnx::Conv_668[FLOAT, 64x64x1x1]
%onnx::Conv_671[FLOAT, 64x128x1x1]
... | val_accuracy | 89.393032 | 438,577,152 | 1,404,042 | {'zcp_epe_nas': 93.36292613150617, 'zcp_fisher': 62.21690368652344, 'zcp_flops': 7017234432.0, 'zcp_grad_norm': 143.8319549560547, 'zcp_grasp': -33.95166015625, 'zcp_jacov': -16.068043342855773, 'zcp_l2_norm': 694.1630249023438, 'zcp_nwot': 218.89403360232697, 'zcp_params': 1404042.0, 'zcp_plain': -0.022504996508359, '... | |
NASBench101_263601 | NASBench101 | 263601 | 9fa39f953589eb8fc7fd1e146efe1c02 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_977[FLOAT, 128x3x3x3]
%onnx::Conv_978[FLOAT, 128]
%onnx::Conv_980[FLOAT, 64x128x1x1]
%onnx::Conv_981[FLOAT, 64]
%onnx::Conv_983[FLOAT, 64x64x1x1]
%onnx::Conv_986[FLOAT, 64x128x1x1]
... | val_accuracy | 91.40625 | 1,881,286,656 | 6,315,018 | {'zcp_epe_nas': 130.54945049896867, 'zcp_fisher': 98.9415283203125, 'zcp_flops': 30100586496.0, 'zcp_grad_norm': 230.1841278076172, 'zcp_grasp': 357.5927734375, 'zcp_jacov': -16.07277849942026, 'zcp_l2_norm': 1144.4837646484375, 'zcp_nwot': 227.08881042680727, 'zcp_params': 6315018.0, 'zcp_plain': 0.009876796975731001,... | |
NASBench101_227833 | NASBench101 | 227833 | 8a0241a9eddc00cc245a62163e01eb34 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_959[FLOAT, 128x3x3x3]
%onnx::Conv_960[FLOAT, 128]
%onnx::Conv_962[FLOAT, 128x128x1x1]
%onnx::Conv_965[FLOAT, 128x128x3x3]
%onnx::Conv_968[FLOAT, 128x128x1x1]
%onnx::Conv_971[FLOAT, 12... | val_accuracy | 93.609774 | 4,442,302,464 | 14,873,994 | {'zcp_epe_nas': 123.12444696283201, 'zcp_fisher': 28.528945922851562, 'zcp_flops': 71076839424.0, 'zcp_grad_norm': 114.33358001708984, 'zcp_grasp': 1.25457763671875, 'zcp_jacov': -16.051521029101032, 'zcp_l2_norm': 1422.8052978515625, 'zcp_nwot': 237.90296575428104, 'zcp_params': 14873994.0, 'zcp_plain': 0.049748770892... | |
NASBench101_294112 | NASBench101 | 294112 | b20dcebc9e102445e29907ec8592c535 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_842[FLOAT, 128x3x3x3]
%onnx::Conv_843[FLOAT, 128]
%onnx::Conv_845[FLOAT, 128x128x1x1]
%onnx::Conv_848[FLOAT, 128x128x1x1]
%onnx::Conv_851[FLOAT, 128x128x3x3]
%onnx::Conv_854[FLOAT, 12... | val_accuracy | 92.778444 | 4,168,361,984 | 14,000,266 | {'zcp_epe_nas': 133.9197436072436, 'zcp_fisher': 6.21607780456543, 'zcp_flops': 66693791744.0, 'zcp_grad_norm': 58.845176696777344, 'zcp_grasp': 3.016159057617187, 'zcp_jacov': -16.053161597740537, 'zcp_l2_norm': 1226.265625, 'zcp_nwot': 235.26193792075844, 'zcp_params': 14000266.0, 'zcp_plain': -0.013912689872086001, ... | |
NASBench101_225208 | NASBench101 | 225208 | 88720eac2e405d588999f0791335923b | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_536[FLOAT, 128x3x3x3]
%onnx::Conv_537[FLOAT, 128]
%onnx::Conv_539[FLOAT, 128x128x1x1]
%onnx::Conv_542[FLOAT, 128x128x1x1]
%onnx::Conv_545[FLOAT, 128x128x1x1]
%onnx::Conv_548[FLOAT, 12... | val_accuracy | 87.710339 | 897,067,008 | 2,957,706 | {'zcp_epe_nas': 113.6882114427298, 'zcp_fisher': 11.118823051452637, 'zcp_flops': 14353072128.0, 'zcp_grad_norm': 54.325477600097656, 'zcp_grasp': -4.2523193359375, 'zcp_jacov': -16.06010596940029, 'zcp_l2_norm': 622.7864379882812, 'zcp_nwot': 224.62877946046302, 'zcp_params': 2957706.0, 'zcp_plain': 0.072196811437606,... | |
NASBench101_304131 | NASBench101 | 304131 | b80279e3f80750f45252cba27092a094 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_743[FLOAT, 128x3x3x3]
%onnx::Conv_744[FLOAT, 128]
%onnx::Conv_746[FLOAT, 64x128x1x1]
%onnx::Conv_747[FLOAT, 64]
%onnx::Conv_749[FLOAT, 64x64x3x3]
%onnx::Conv_752[FLOAT, 64x128x1x1]
... | val_accuracy | 91.696715 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 107.01256488070158, 'zcp_fisher': 9.453283309936523, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 57.28990936279297, 'zcp_grasp': -0.073944091796875, 'zcp_jacov': -16.0563028359186, 'zcp_l2_norm': 844.1795043945312, 'zcp_nwot': 221.37495443328993, 'zcp_params': 5793546.0, 'zcp_plain': -0.021267468109726... | |
NASBench101_317293 | NASBench101 | 317293 | bffcff9d01281fcc17473e43983729fc | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_653[FLOAT, 128x3x3x3]
%onnx::Conv_654[FLOAT, 128]
%onnx::Conv_656[FLOAT, 64x128x1x1]
%onnx::Conv_657[FLOAT, 64]
%onnx::Conv_659[FLOAT, 64x64x1x1]
%onnx::Conv_662[FLOAT, 64x64x3x3]
%... | val_accuracy | 90.945512 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 59.19962023065855, 'zcp_fisher': 14.678268432617188, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 61.816341400146484, 'zcp_grasp': 2.02032470703125, 'zcp_jacov': -16.055811464691352, 'zcp_l2_norm': 648.5823974609375, 'zcp_nwot': 218.163826677842, 'zcp_params': 5356682.0, 'zcp_plain': -0.027637356892228,... | |
NASBench101_140833 | NASBench101 | 140833 | 552c0f2074aa252bbab2bd5eacb96032 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_419[FLOAT, 128x3x3x3]
%onnx::Conv_420[FLOAT, 128]
%onnx::Conv_422[FLOAT, 64x128x1x1]
%onnx::Conv_423[FLOAT, 64]
%onnx::Conv_425[FLOAT, 64x64x1x1]
%onnx::Conv_428[FLOAT, 64x128x1x1]
... | val_accuracy | 86.688703 | 223,356,928 | 706,442 | {'zcp_epe_nas': 99.33685068449739, 'zcp_fisher': 2.688875436782837, 'zcp_flops': 3573710848.0, 'zcp_grad_norm': 24.94012451171875, 'zcp_grasp': -0.26153564453125, 'zcp_jacov': -16.068944918218833, 'zcp_l2_norm': 349.0060119628906, 'zcp_nwot': 208.7258726522305, 'zcp_params': 706442.0, 'zcp_plain': -0.006312701851129, '... | |
NASBench101_69611 | NASBench101 | 69611 | 2a3d57754e3da2cec361d4b21d05c911 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_770[FLOAT, 128x3x3x3]
%onnx::Conv_771[FLOAT, 128]
%onnx::Conv_773[FLOAT, 64x128x1x1]
%onnx::Conv_774[FLOAT, 64]
%onnx::Conv_776[FLOAT, 64x128x1x1]
%onnx::Conv_779[FLOAT, 64x64x3x3]
... | val_accuracy | 90.665066 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 90.12791434204277, 'zcp_fisher': 84.09678649902344, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 174.69239807128906, 'zcp_grasp': -2.41259765625, 'zcp_jacov': -16.058848169391034, 'zcp_l2_norm': 844.9420166015625, 'zcp_nwot': 221.31339017075913, 'zcp_params': 5793546.0, 'zcp_plain': -0.012395579367876, ... | |
NASBench101_171062 | NASBench101 | 171062 | 6798b220c02fad9887f814d308ab0822 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_941[FLOAT, 128x3x3x3]
%onnx::Conv_942[FLOAT, 128]
%onnx::Conv_944[FLOAT, 64x128x1x1]
%onnx::Conv_945[FLOAT, 64]
%onnx::Conv_947[FLOAT, 64x128x1x1]
%onnx::Conv_950[FLOAT, 64x64x3x3]
... | val_accuracy | 94.110578 | 1,998,727,168 | 6,667,274 | {'zcp_epe_nas': 209.53904279084932, 'zcp_fisher': 4.042580127716064, 'zcp_flops': 31979634688.0, 'zcp_grad_norm': 40.042320251464844, 'zcp_grasp': -0.545440673828125, 'zcp_jacov': -16.065721272303293, 'zcp_l2_norm': 1236.3935546875, 'zcp_nwot': 226.32721341235853, 'zcp_params': 6667274.0, 'zcp_plain': 0.0041742939502, ... | |
NASBench101_376761 | NASBench101 | 376761 | e3cbc723901b705f5cb53611f5eef396 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_941[FLOAT, 128x3x3x3]
%onnx::Conv_942[FLOAT, 128]
%onnx::Conv_944[FLOAT, 64x128x1x1]
%onnx::Conv_945[FLOAT, 64]
%onnx::Conv_947[FLOAT, 64x64x1x1]
%onnx::Conv_950[FLOAT, 64x128x1x1]
... | val_accuracy | 93.409455 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 78.24322534708858, 'zcp_fisher': 3.473188877105713, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 45.255794525146484, 'zcp_grasp': -0.47476196289062506, 'zcp_jacov': -16.063879737202868, 'zcp_l2_norm': 1188.8077392578125, 'zcp_nwot': 227.01417519482817, 'zcp_params': 4426762.0, 'zcp_plain': -0.0084679741... | |
NASBench101_365673 | NASBench101 | 365673 | dd0c0ef53209319c9221f88d757af523 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_986[FLOAT, 128x3x3x3]
%onnx::Conv_987[FLOAT, 128]
%onnx::Conv_989[FLOAT, 43x128x1x1]
%onnx::Conv_990[FLOAT, 43]
%onnx::Conv_992[FLOAT, 43x43x1x1]
%onnx::Conv_995[FLOAT, 43x43x1x1]
%... | val_accuracy | 93.108976 | 876,928,128 | 2,852,652 | {'zcp_epe_nas': 124.281246773901, 'zcp_fisher': 1.8452643156051631, 'zcp_flops': 14030850048.0, 'zcp_grad_norm': 36.82300567626953, 'zcp_grasp': -6.463996887207031, 'zcp_jacov': -16.067018862748593, 'zcp_l2_norm': 1080.6531982421875, 'zcp_nwot': 224.53524888395174, 'zcp_params': 2852652.0, 'zcp_plain': 0.12555776536464... | |
NASBench101_110539 | NASBench101 | 110539 | 42bff25addb50697a901d9fe2dd5c0ab | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_722[FLOAT, 128x3x3x3]
%onnx::Conv_723[FLOAT, 128]
%onnx::Conv_725[FLOAT, 43x128x1x1]
%onnx::Conv_726[FLOAT, 43]
%onnx::Conv_728[FLOAT, 43x43x1x1]
%onnx::Conv_731[FLOAT, 42x128x1x1]
... | val_accuracy | 87.540066 | 261,195,136 | 823,691 | {'zcp_epe_nas': 98.47959316381329, 'zcp_fisher': 11.556724548339844, 'zcp_flops': 4179122176.0, 'zcp_grad_norm': 65.57122039794922, 'zcp_grasp': 0.527587890625, 'zcp_jacov': -16.054308434293347, 'zcp_l2_norm': 639.3016357421875, 'zcp_nwot': 212.74750018174342, 'zcp_params': 823691.0, 'zcp_plain': 0.057293754070997, 'zc... | |
NASBench101_60128 | NASBench101 | 60128 | 248744cdb73fcaa878172171aa2cd05a | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_752[FLOAT, 128x3x3x3]
%onnx::Conv_753[FLOAT, 128]
%onnx::Conv_755[FLOAT, 128x128x1x1]
%onnx::Conv_758[FLOAT, 128x128x3x3]
%onnx::Conv_761[FLOAT, 128x128x1x1]
%onnx::Conv_764[FLOAT, 12... | val_accuracy | 91.566509 | 8,726,259,712 | 29,641,610 | {'zcp_epe_nas': 143.33033586241822, 'zcp_fisher': 290.10150146484375, 'zcp_flops': 139620155392.0, 'zcp_grad_norm': 247.79241943359375, 'zcp_grasp': 2.8818359375, 'zcp_jacov': -16.040551150972767, 'zcp_l2_norm': 1030.8992919921875, 'zcp_nwot': 231.69361768022972, 'zcp_params': 29641610.0, 'zcp_plain': 0.027168283239006... | |
NASBench101_183064 | NASBench101 | 183064 | 6ec0478e855ddec2f9bfb7a988ebe82b | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_977[FLOAT, 128x3x3x3]
%onnx::Conv_978[FLOAT, 128]
%onnx::Conv_980[FLOAT, 64x128x1x1]
%onnx::Conv_981[FLOAT, 64]
%onnx::Conv_983[FLOAT, 64x64x3x3]
%onnx::Conv_986[FLOAT, 64x64x1x1]
%... | val_accuracy | 90.885419 | 1,881,286,656 | 6,315,018 | {'zcp_epe_nas': 86.0328444339652, 'zcp_fisher': 651.8117065429688, 'zcp_flops': 30100586496.0, 'zcp_grad_norm': 468.9483642578125, 'zcp_grasp': -2591.86328125, 'zcp_jacov': -16.057259471665972, 'zcp_l2_norm': 1144.0921630859375, 'zcp_nwot': 226.98159435013366, 'zcp_params': 6315018.0, 'zcp_plain': 0.0016913181170820002... | |
NASBench101_332912 | NASBench101 | 332912 | c957bf647371fcaf183c9f3088db5c47 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_761[FLOAT, 128x3x3x3]
%onnx::Conv_762[FLOAT, 128]
%onnx::Conv_764[FLOAT, 64x128x1x1]
%onnx::Conv_765[FLOAT, 64]
%onnx::Conv_767[FLOAT, 64x64x1x1]
%onnx::Conv_770[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.067307 | 1,861,756,928 | 6,230,410 | {'zcp_epe_nas': 100.3640584123437, 'zcp_fisher': 3.52369213104248, 'zcp_flops': 29788110848.0, 'zcp_grad_norm': 44.25542449951172, 'zcp_grasp': -4.182632446289062, 'zcp_jacov': -16.054874292292546, 'zcp_l2_norm': 844.10400390625, 'zcp_nwot': 224.3274150031322, 'zcp_params': 6230410.0, 'zcp_plain': 0.06228794530034001, ... | |
NASBench101_222232 | NASBench101 | 222232 | 86a97aa4141328c9f5498c092a26929c | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_806[FLOAT, 128x3x3x3]
%onnx::Conv_807[FLOAT, 128]
%onnx::Conv_809[FLOAT, 64x128x1x1]
%onnx::Conv_810[FLOAT, 64]
%onnx::Conv_812[FLOAT, 64x64x3x3]
%onnx::Conv_815[FLOAT, 64x128x1x1]
... | val_accuracy | 91.386217 | 1,783,506,944 | 5,969,674 | {'zcp_epe_nas': 103.91689242701679, 'zcp_fisher': 24.690269470214844, 'zcp_flops': 28536111104.0, 'zcp_grad_norm': 97.76224517822266, 'zcp_grasp': -6.06060791015625, 'zcp_jacov': -16.07385038897961, 'zcp_l2_norm': 890.40087890625, 'zcp_nwot': 221.2965796608005, 'zcp_params': 5969674.0, 'zcp_plain': 0.132519543170928, '... | |
NASBench101_419379 | NASBench101 | 419379 | fd6f4b3b335b75cadac92b00a5fd6e1a | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_860[FLOAT, 128x3x3x3]
%onnx::Conv_861[FLOAT, 128]
%onnx::Conv_863[FLOAT, 128x128x1x1]
%onnx::Conv_866[FLOAT, 128x128x1x1]
%onnx::Conv_869[FLOAT, 128x128x3x3]
%onnx::Conv_872[FLOAT, 12... | val_accuracy | 87.309694 | 4,201,916,416 | 14,164,106 | {'zcp_epe_nas': 130.24785625512052, 'zcp_fisher': 5820.31640625, 'zcp_flops': 67230662656.0, 'zcp_grad_norm': 1326.952880859375, 'zcp_grasp': -8654.03125, 'zcp_jacov': -16.051633762862437, 'zcp_l2_norm': 1242.02734375, 'zcp_nwot': 235.38579955421372, 'zcp_params': 14164106.0, 'zcp_plain': -0.032974973320961005, 'zcp_sn... | |
NASBench101_315908 | NASBench101 | 315908 | bf25d523aa2575cbf757b22ac46b2de8 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_860[FLOAT, 128x3x3x3]
%onnx::Conv_861[FLOAT, 128]
%onnx::Conv_863[FLOAT, 64x128x1x1]
%onnx::Conv_864[FLOAT, 64]
%onnx::Conv_866[FLOAT, 64x128x1x1]
%onnx::Conv_869[FLOAT, 64x64x3x3]
... | val_accuracy | 92.838544 | 2,602,706,944 | 8,731,658 | {'zcp_epe_nas': 119.1811504344944, 'zcp_fisher': 2.284154176712036, 'zcp_flops': 41643311104.0, 'zcp_grad_norm': 37.329864501953125, 'zcp_grasp': -1.709823608398437, 'zcp_jacov': -16.05412829978481, 'zcp_l2_norm': 1041.3565673828125, 'zcp_nwot': 226.5713989690372, 'zcp_params': 8731658.0, 'zcp_plain': 0.059667691588401... | |
NASBench101_382289 | NASBench101 | 382289 | e71fbd2827ed6ff254de100efce5ee90 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_662[FLOAT, 128x3x3x3]
%onnx::Conv_663[FLOAT, 128]
%onnx::Conv_665[FLOAT, 128x128x1x1]
%onnx::Conv_668[FLOAT, 128x128x1x1]
%onnx::Conv_671[FLOAT, 128x128x3x3]
%onnx::Conv_674[FLOAT, 12... | val_accuracy | 91.606569 | 6,002,845,696 | 20,346,506 | {'zcp_epe_nas': 100.39256227888318, 'zcp_fisher': 48.82696533203125, 'zcp_flops': 96045531136.0, 'zcp_grad_norm': 115.28093719482422, 'zcp_grasp': -1.76263427734375, 'zcp_jacov': -16.050340979364258, 'zcp_l2_norm': 818.7705078125, 'zcp_nwot': 228.45444685103007, 'zcp_params': 20346506.0, 'zcp_plain': -0.007807030342519... | |
NASBench101_108875 | NASBench101 | 108875 | 41bfd16ffeea7a4f088437804f88325a | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_887[FLOAT, 128x3x3x3]
%onnx::Conv_888[FLOAT, 128]
%onnx::Conv_890[FLOAT, 43x128x1x1]
%onnx::Conv_891[FLOAT, 43]
%onnx::Conv_893[FLOAT, 43x43x1x1]
%onnx::Conv_896[FLOAT, 43x128x1x1]
... | val_accuracy | 90.875399 | 866,305,280 | 2,886,451 | {'zcp_epe_nas': 63.231764521873295, 'zcp_fisher': 37.464778900146484, 'zcp_flops': 13860884480.0, 'zcp_grad_norm': 140.31747436523438, 'zcp_grasp': -277.47021484375, 'zcp_jacov': -16.060194101125404, 'zcp_l2_norm': 883.323974609375, 'zcp_nwot': 218.18524598322048, 'zcp_params': 2886451.0, 'zcp_plain': 0.107438020408153... | |
NASBench101_258286 | NASBench101 | 258286 | 9c6222e15ea32bdd8b58b46e423db612 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_779[FLOAT, 128x3x3x3]
%onnx::Conv_780[FLOAT, 128]
%onnx::Conv_782[FLOAT, 128x128x1x1]
%onnx::Conv_785[FLOAT, 128x128x3x3]
%onnx::Conv_788[FLOAT, 128x128x3x3]
%onnx::Conv_791[FLOAT, 12... | val_accuracy | 88.060898 | 11,175,733,248 | 38,062,986 | {'zcp_epe_nas': 110.93275007607053, 'zcp_fisher': 29699.84375, 'zcp_flops': 178811731968.0, 'zcp_grad_norm': 2677.88720703125, 'zcp_grasp': 47271.625, 'zcp_jacov': -16.06628990859424, 'zcp_l2_norm': 1046.510498046875, 'zcp_nwot': 232.07661790820873, 'zcp_params': 38062986.0, 'zcp_plain': 0.269543528556823, 'zcp_snip': ... | |
NASBench101_45796 | NASBench101 | 45796 | 1bc7f07a6383931c19acb5ee398bfd61 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_968[FLOAT, 128x3x3x3]
%onnx::Conv_969[FLOAT, 128]
%onnx::Conv_971[FLOAT, 64x128x1x1]
%onnx::Conv_972[FLOAT, 64]
%onnx::Conv_974[FLOAT, 64x64x1x1]
%onnx::Conv_977[FLOAT, 64x64x3x3]
%... | val_accuracy | 93.970352 | 2,543,986,688 | 8,555,530 | {'zcp_epe_nas': 81.54153817076903, 'zcp_fisher': 28.826099395751953, 'zcp_flops': 40703787008.0, 'zcp_grad_norm': 111.9791488647461, 'zcp_grasp': -2.7515869140625, 'zcp_jacov': -16.05900023738898, 'zcp_l2_norm': 1190.2442626953125, 'zcp_nwot': 226.54654474440073, 'zcp_params': 8555530.0, 'zcp_plain': 0.038034245371818,... | |
NASBench101_224908 | NASBench101 | 224908 | 884439dbd3c1e7272fce93ed5ad6568b | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_878[FLOAT, 128x3x3x3]
%onnx::Conv_879[FLOAT, 128]
%onnx::Conv_881[FLOAT, 64x128x1x1]
%onnx::Conv_882[FLOAT, 64]
%onnx::Conv_884[FLOAT, 64x64x1x1]
%onnx::Conv_887[FLOAT, 64x128x1x1]
... | val_accuracy | 91.826922 | 1,394,747,392 | 4,602,890 | {'zcp_epe_nas': 63.15943769813542, 'zcp_fisher': 44.558570861816406, 'zcp_flops': 22315958272.0, 'zcp_grad_norm': 126.8364486694336, 'zcp_grasp': -69.3616943359375, 'zcp_jacov': -16.063234369714863, 'zcp_l2_norm': 1040.408447265625, 'zcp_nwot': 227.00336651667521, 'zcp_params': 4602890.0, 'zcp_plain': 0.182582110166549... | |
NASBench101_223856 | NASBench101 | 223856 | 87a49e65bf9901859c5d4fd31761aff1 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_734[FLOAT, 128x3x3x3]
%onnx::Conv_735[FLOAT, 128]
%onnx::Conv_737[FLOAT, 64x128x1x1]
%onnx::Conv_738[FLOAT, 64]
%onnx::Conv_740[FLOAT, 64x64x1x1]
%onnx::Conv_743[FLOAT, 64x128x1x1]
... | val_accuracy | 87.670273 | 575,547,392 | 1,840,906 | {'zcp_epe_nas': 160.72280857471443, 'zcp_fisher': 9.92042350769043, 'zcp_flops': 9208758272.0, 'zcp_grad_norm': 65.75141906738281, 'zcp_grasp': -26.631622314453125, 'zcp_jacov': -16.064432237127612, 'zcp_l2_norm': 891.4446411132812, 'zcp_nwot': 221.66017167500837, 'zcp_params': 1840906.0, 'zcp_plain': 0.189312145113945... | |
NASBench101_232827 | NASBench101 | 232827 | 8cf83cb6c0d73f99d35773e3dbdefdb9 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_797[FLOAT, 128x3x3x3]
%onnx::Conv_798[FLOAT, 128]
%onnx::Conv_800[FLOAT, 128x128x1x1]
%onnx::Conv_803[FLOAT, 128x128x1x1]
%onnx::Conv_806[FLOAT, 128x128x1x1]
%onnx::Conv_809[FLOAT, 12... | val_accuracy | 89.493191 | 3,894,421,504 | 13,126,538 | {'zcp_epe_nas': 122.91760753108902, 'zcp_fisher': 155.29379272460938, 'zcp_flops': 62310744064.0, 'zcp_grad_norm': 278.11322021484375, 'zcp_grasp': -433.9111328125, 'zcp_jacov': -16.06814676788865, 'zcp_l2_norm': 1030.3717041015625, 'zcp_nwot': 232.57258061650685, 'zcp_params': 13126538.0, 'zcp_plain': 0.56652748584747... | |
NASBench101_273670 | NASBench101 | 273670 | a5bb55f5ddfc20c92280771cc324c50c | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_959[FLOAT, 128x3x3x3]
%onnx::Conv_960[FLOAT, 128]
%onnx::Conv_962[FLOAT, 43x128x1x1]
%onnx::Conv_963[FLOAT, 43]
%onnx::Conv_965[FLOAT, 43x43x3x3]
%onnx::Conv_968[FLOAT, 43x43x3x3]
%... | val_accuracy | 92.598158 | 1,351,389,312 | 4,554,828 | {'zcp_epe_nas': 83.21000779236866, 'zcp_fisher': 27.40464973449707, 'zcp_flops': 21622228992.0, 'zcp_grad_norm': 104.64818572998047, 'zcp_grasp': 10.9254150390625, 'zcp_jacov': -16.062561885255953, 'zcp_l2_norm': 810.1530151367188, 'zcp_nwot': 218.42173881039463, 'zcp_params': 4554828.0, 'zcp_plain': 0.0160293243825430... | |
NASBench101_366737 | NASBench101 | 366737 | ddbb1ed23c95e5223273bbd3e729b637 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_887[FLOAT, 128x3x3x3]
%onnx::Conv_888[FLOAT, 128]
%onnx::Conv_890[FLOAT, 64x128x1x1]
%onnx::Conv_891[FLOAT, 64]
%onnx::Conv_893[FLOAT, 64x64x1x1]
%onnx::Conv_896[FLOAT, 64x64x1x1]
%... | val_accuracy | 92.1875 | 1,199,056,896 | 3,989,898 | {'zcp_epe_nas': 69.13585909431251, 'zcp_fisher': 56.320701599121094, 'zcp_flops': 19184910336.0, 'zcp_grad_norm': 155.6540985107422, 'zcp_grasp': 10.04248046875, 'zcp_jacov': -16.05095999737343, 'zcp_l2_norm': 994.50830078125, 'zcp_nwot': 224.95478654047753, 'zcp_params': 3989898.0, 'zcp_plain': 0.016345962882041, 'zcp... | |
NASBench101_408311 | NASBench101 | 408311 | f6c366f4386700a0308360073bf22ddb | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_968[FLOAT, 128x3x3x3]
%onnx::Conv_969[FLOAT, 128]
%onnx::Conv_971[FLOAT, 128x128x1x1]
%onnx::Conv_974[FLOAT, 128x128x3x3]
%onnx::Conv_977[FLOAT, 128x128x1x1]
%onnx::Conv_980[FLOAT, 12... | val_accuracy | 90.334535 | 9,341,249,536 | 31,716,746 | {'zcp_epe_nas': 108.82679065349514, 'zcp_fisher': 421.23577880859375, 'zcp_flops': 149459992576.0, 'zcp_grad_norm': 389.34521484375, 'zcp_grasp': -391.251953125, 'zcp_jacov': -16.043291475830372, 'zcp_l2_norm': 1453.92333984375, 'zcp_nwot': 237.33489772651131, 'zcp_params': 31716746.0, 'zcp_plain': 0.065591529011726, '... | |
NASBench101_254264 | NASBench101 | 254264 | 99edd98a6cd171a0a3d1a1a2ad7aa182 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_698[FLOAT, 128x3x3x3]
%onnx::Conv_699[FLOAT, 128]
%onnx::Conv_701[FLOAT, 64x128x1x1]
%onnx::Conv_702[FLOAT, 64]
%onnx::Conv_704[FLOAT, 64x64x1x1]
%onnx::Conv_707[FLOAT, 64x64x1x1]
%... | val_accuracy | 89.523238 | 983,836,672 | 3,292,298 | {'zcp_epe_nas': 103.11237585655132, 'zcp_fisher': 219.5072021484375, 'zcp_flops': 15741386752.0, 'zcp_grad_norm': 248.2984619140625, 'zcp_grasp': 286.4736328125, 'zcp_jacov': -16.050383526897402, 'zcp_l2_norm': 648.203369140625, 'zcp_nwot': 218.64623172701775, 'zcp_params': 3292298.0, 'zcp_plain': 0.15769340097904203, ... | |
NASBench101_10775 | NASBench101 | 10775 | 067476b3079af6352ad2bba63fd87e46 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_959[FLOAT, 128x3x3x3]
%onnx::Conv_960[FLOAT, 128]
%onnx::Conv_962[FLOAT, 64x128x1x1]
%onnx::Conv_963[FLOAT, 64]
%onnx::Conv_965[FLOAT, 64x64x1x1]
%onnx::Conv_968[FLOAT, 64x128x1x1]
... | val_accuracy | 92.267627 | 1,531,717,632 | 5,039,754 | {'zcp_epe_nas': 129.718443044195, 'zcp_fisher': 7.168638229370117, 'zcp_flops': 24507482112.0, 'zcp_grad_norm': 69.12252044677734, 'zcp_grasp': -10.543060302734375, 'zcp_jacov': -16.048837661492776, 'zcp_l2_norm': 1235.92724609375, 'zcp_nwot': 228.62588481372453, 'zcp_params': 5039754.0, 'zcp_plain': 0.1246736794710150... | |
NASBench101_355762 | NASBench101 | 355762 | d70d3e36c5942464b193622424ee56d4 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_635[FLOAT, 128x3x3x3]
%onnx::Conv_636[FLOAT, 128]
%onnx::Conv_638[FLOAT, 64x128x1x1]
%onnx::Conv_639[FLOAT, 64]
%onnx::Conv_641[FLOAT, 64x64x1x1]
%onnx::Conv_644[FLOAT, 64x64x3x3]
%... | val_accuracy | 91.40625 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 135.55316473989095, 'zcp_fisher': 7.446010589599609, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 45.80426025390625, 'zcp_grasp': -1.211196899414062, 'zcp_jacov': -16.04499829725147, 'zcp_l2_norm': 648.5923461914062, 'zcp_nwot': 217.95691188812893, 'zcp_params': 5356682.0, 'zcp_plain': 0.009353779256343... | |
NASBench101_355364 | NASBench101 | 355364 | d6cf248af530c2d254b488229de1ae21 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_842[FLOAT, 128x3x3x3]
%onnx::Conv_843[FLOAT, 128]
%onnx::Conv_845[FLOAT, 64x128x1x1]
%onnx::Conv_846[FLOAT, 64]
%onnx::Conv_848[FLOAT, 64x64x3x3]
%onnx::Conv_851[FLOAT, 64x64x3x3]
%... | val_accuracy | 93.820113 | 1,940,006,912 | 6,491,146 | {'zcp_epe_nas': 86.97844302989304, 'zcp_fisher': 13.004975318908691, 'zcp_flops': 31040110592.0, 'zcp_grad_norm': 75.15724182128906, 'zcp_grasp': -2.95135498046875, 'zcp_jacov': -16.037506502910944, 'zcp_l2_norm': 993.9105834960938, 'zcp_nwot': 227.0194455258249, 'zcp_params': 6491146.0, 'zcp_plain': 0.0533496327698230... | |
NASBench101_144755 | NASBench101 | 144755 | 579a8d72b6151b3a29fc6fe16df8f288 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_941[FLOAT, 128x3x3x3]
%onnx::Conv_942[FLOAT, 128]
%onnx::Conv_944[FLOAT, 64x128x1x1]
%onnx::Conv_945[FLOAT, 64]
%onnx::Conv_947[FLOAT, 64x64x1x1]
%onnx::Conv_950[FLOAT, 64x128x1x1]
... | val_accuracy | 93.319309 | 1,531,717,632 | 5,039,754 | {'zcp_epe_nas': 182.77221250474852, 'zcp_fisher': 1.8000708818435671, 'zcp_flops': 24507482112.0, 'zcp_grad_norm': 35.56484603881836, 'zcp_grasp': -3.1869277954101562, 'zcp_jacov': -16.061797462633606, 'zcp_l2_norm': 1235.43408203125, 'zcp_nwot': 228.77295523876518, 'zcp_params': 5039754.0, 'zcp_plain': 0.0826661586761... | |
NASBench101_185809 | NASBench101 | 185809 | 7054e7537e3e33cedf7777a483c1fec3 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_770[FLOAT, 128x3x3x3]
%onnx::Conv_771[FLOAT, 128]
%onnx::Conv_773[FLOAT, 64x128x1x1]
%onnx::Conv_774[FLOAT, 64]
%onnx::Conv_776[FLOAT, 64x64x3x3]
%onnx::Conv_779[FLOAT, 64x64x3x3]
%... | val_accuracy | 91.065705 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 84.35175244796486, 'zcp_fisher': 168.8443145751953, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 237.01922607421875, 'zcp_grasp': -205.58349609375, 'zcp_jacov': -16.0553289053509, 'zcp_l2_norm': 844.9063720703125, 'zcp_nwot': 221.97970103942586, 'zcp_params': 5793546.0, 'zcp_plain': 0.304474920034408, '... | |
NASBench101_423393 | NASBench101 | 423393 | ffd5cddd46b5a65dcb4b86be2d9efcd5 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_950[FLOAT, 128x3x3x3]
%onnx::Conv_951[FLOAT, 128]
%onnx::Conv_953[FLOAT, 128x128x1x1]
%onnx::Conv_956[FLOAT, 128x128x1x1]
%onnx::Conv_959[FLOAT, 128x128x1x1]
%onnx::Conv_962[FLOAT, 12... | val_accuracy | 90.394634 | 2,059,937,792 | 6,780,298 | {'zcp_epe_nas': 137.60997114129248, 'zcp_fisher': 55.91961669921875, 'zcp_flops': 32959004672.0, 'zcp_grad_norm': 172.39755249023438, 'zcp_grasp': 11.900634765625, 'zcp_jacov': -16.047205411694513, 'zcp_l2_norm': 1437.5574951171875, 'zcp_nwot': 237.95433959255084, 'zcp_params': 6780298.0, 'zcp_plain': -0.04887948557734... | |
NASBench101_119762 | NASBench101 | 119762 | 485651dcc8c710dd1c7195f84763db49 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_950[FLOAT, 128x3x3x3]
%onnx::Conv_951[FLOAT, 128]
%onnx::Conv_953[FLOAT, 64x128x1x1]
%onnx::Conv_954[FLOAT, 64]
%onnx::Conv_956[FLOAT, 64x64x3x3]
%onnx::Conv_959[FLOAT, 64x128x1x1]
... | val_accuracy | 94.110578 | 2,076,977,152 | 6,928,010 | {'zcp_epe_nas': 131.68320471654, 'zcp_fisher': 1.881935358047485, 'zcp_flops': 33231634432.0, 'zcp_grad_norm': 34.85659408569336, 'zcp_grasp': -0.49736785888671803, 'zcp_jacov': -16.05171632760075, 'zcp_l2_norm': 1189.5963134765625, 'zcp_nwot': 228.98928257273025, 'zcp_params': 6928010.0, 'zcp_plain': 0.023863833397626... | |
NASBench101_325202 | NASBench101 | 325202 | c4c2fff5fa87fafa1b6d97039e03fc3d | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_671[FLOAT, 128x3x3x3]
%onnx::Conv_672[FLOAT, 128]
%onnx::Conv_674[FLOAT, 64x128x1x1]
%onnx::Conv_675[FLOAT, 64]
%onnx::Conv_677[FLOAT, 64x64x3x3]
%onnx::Conv_680[FLOAT, 64x64x1x1]
%... | val_accuracy | 92.608172 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 116.11573508251485, 'zcp_fisher': 11.275933265686035, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 59.355220794677734, 'zcp_grasp': -15.4293212890625, 'zcp_jacov': -16.04466702985988, 'zcp_l2_norm': 694.4091186523438, 'zcp_nwot': 221.72118515895585, 'zcp_params': 3905290.0, 'zcp_plain': 0.10464902967214... | |
NASBench101_131947 | NASBench101 | 131947 | 4fc4cae23efd35bccea66b50799ee52c | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_662[FLOAT, 128x3x3x3]
%onnx::Conv_663[FLOAT, 128]
%onnx::Conv_665[FLOAT, 64x128x1x1]
%onnx::Conv_666[FLOAT, 64]
%onnx::Conv_668[FLOAT, 64x64x1x1]
%onnx::Conv_671[FLOAT, 64x64x1x1]
%... | val_accuracy | 90.154248 | 983,836,672 | 3,292,298 | {'zcp_epe_nas': 180.29697581663305, 'zcp_fisher': 26.643945693969727, 'zcp_flops': 15741386752.0, 'zcp_grad_norm': 97.50372314453125, 'zcp_grasp': -2.8543701171875, 'zcp_jacov': -16.04356486564204, 'zcp_l2_norm': 649.8338623046875, 'zcp_nwot': 218.55940054175713, 'zcp_params': 3292298.0, 'zcp_plain': -0.045371755957603... | |
NASBench101_373424 | NASBench101 | 373424 | e1bd195f32d1eab9d9e67fd25b426990 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_860[FLOAT, 128x3x3x3]
%onnx::Conv_861[FLOAT, 128]
%onnx::Conv_863[FLOAT, 128x128x1x1]
%onnx::Conv_866[FLOAT, 128x128x1x1]
%onnx::Conv_869[FLOAT, 128x128x3x3]
%onnx::Conv_872[FLOAT, 12... | val_accuracy | 91.576523 | 6,617,835,520 | 22,421,642 | {'zcp_epe_nas': 70.1762855689165, 'zcp_fisher': 1700.1446533203125, 'zcp_flops': 105885368320.0, 'zcp_grad_norm': 578.4744873046875, 'zcp_grasp': -1477.04296875, 'zcp_jacov': -16.049662667386684, 'zcp_l2_norm': 1242.520751953125, 'zcp_nwot': 234.79064579018774, 'zcp_params': 22421642.0, 'zcp_plain': 0.015859093517065, ... | |
NASBench101_362893 | NASBench101 | 362893 | db5897f395451e93a4ca85eab22ae00e | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_851[FLOAT, 128x3x3x3]
%onnx::Conv_852[FLOAT, 128]
%onnx::Conv_854[FLOAT, 64x128x1x1]
%onnx::Conv_855[FLOAT, 64]
%onnx::Conv_857[FLOAT, 64x64x1x1]
%onnx::Conv_860[FLOAT, 64x128x1x1]
... | val_accuracy | 92.648238 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 101.8910964174545, 'zcp_fisher': 28.538503646850586, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 103.29460906982422, 'zcp_grasp': 3.7232666015625, 'zcp_jacov': -16.04987415371744, 'zcp_l2_norm': 995.449951171875, 'zcp_nwot': 224.29649228804917, 'zcp_params': 6054282.0, 'zcp_plain': 0.015296449884772, '... | |
NASBench101_38196 | NASBench101 | 38196 | 172fbf17862fd438c915beee341d0c67 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_761[FLOAT, 128x3x3x3]
%onnx::Conv_762[FLOAT, 128]
%onnx::Conv_764[FLOAT, 128x128x1x1]
%onnx::Conv_767[FLOAT, 128x128x1x1]
%onnx::Conv_770[FLOAT, 128x128x1x1]
%onnx::Conv_773[FLOAT, 12... | val_accuracy | 91.907054 | 3,860,867,072 | 12,962,698 | {'zcp_epe_nas': 63.73940749211616, 'zcp_fisher': 7.602005481719971, 'zcp_flops': 61773873152.0, 'zcp_grad_norm': 40.03701400756836, 'zcp_grasp': -0.43315124511718706, 'zcp_jacov': -16.04901118023009, 'zcp_l2_norm': 1014.7973022460938, 'zcp_nwot': 231.24084986744646, 'zcp_params': 12962698.0, 'zcp_plain': 0.020533068105... | |
NASBench101_153616 | NASBench101 | 153616 | 5cf5b41758c5c87ad402f6dda21e534e | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_620[FLOAT, 128x3x3x3]
%onnx::Conv_621[FLOAT, 128]
%onnx::Conv_623[FLOAT, 43x128x1x1]
%onnx::Conv_624[FLOAT, 43]
%onnx::Conv_626[FLOAT, 43x43x3x3]
%onnx::Conv_629[FLOAT, 43x43x3x3]
%... | val_accuracy | 88.952321 | 710,036,736 | 2,373,672 | {'zcp_epe_nas': 86.16205951749522, 'zcp_fisher': 29.056840896606445, 'zcp_flops': 11360587776.0, 'zcp_grad_norm': 89.05439758300781, 'zcp_grasp': -23.95697021484375, 'zcp_jacov': -16.042917106391762, 'zcp_l2_norm': 444.0849914550781, 'zcp_nwot': 208.2182188305361, 'zcp_params': 2373672.0, 'zcp_plain': 0.132616460323333... | |
NASBench101_3257 | NASBench101 | 3257 | 01f8c2f1ddd8ef3caef183d242f84fae | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_725[FLOAT, 128x3x3x3]
%onnx::Conv_726[FLOAT, 128]
%onnx::Conv_728[FLOAT, 128x128x1x1]
%onnx::Conv_731[FLOAT, 128x128x3x3]
%onnx::Conv_734[FLOAT, 128x128x3x3]
%onnx::Conv_737[FLOAT, 12... | val_accuracy | 91.866988 | 8,759,814,144 | 29,805,450 | {'zcp_epe_nas': 110.11960452426564, 'zcp_fisher': 74.1864242553711, 'zcp_flops': 140157026304.0, 'zcp_grad_norm': 143.707763671875, 'zcp_grasp': 0.677001953125, 'zcp_jacov': -16.038337565384474, 'zcp_l2_norm': 1046.751708984375, 'zcp_nwot': 231.7980333426063, 'zcp_params': 29805450.0, 'zcp_plain': 0.044840048998594007,... | |
NASBench101_298859 | NASBench101 | 298859 | b4dd925f675a3b4131bcd9caa1616708 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_878[FLOAT, 128x3x3x3]
%onnx::Conv_879[FLOAT, 128]
%onnx::Conv_881[FLOAT, 128x128x1x1]
%onnx::Conv_884[FLOAT, 128x128x1x1]
%onnx::Conv_887[FLOAT, 128x128x1x1]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 91.486377 | 6,584,281,088 | 22,257,802 | {'zcp_epe_nas': 173.63342052352405, 'zcp_fisher': 87.34483337402344, 'zcp_flops': 105348497408.0, 'zcp_grad_norm': 156.02099609375, 'zcp_grasp': -0.804931640625, 'zcp_jacov': -16.04582328770629, 'zcp_l2_norm': 1226.586669921875, 'zcp_nwot': 234.7835327715096, 'zcp_params': 22257802.0, 'zcp_plain': 0.028520038351416, 'z... | |
NASBench101_346968 | NASBench101 | 346968 | d1bf014a59a333de6eff1ab207afb5eb | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1076[FLOAT, 128x3x3x3]
%onnx::Conv_1077[FLOAT, 128]
%onnx::Conv_1079[FLOAT, 64x128x1x1]
%onnx::Conv_1080[FLOAT, 64]
%onnx::Conv_1082[FLOAT, 64x64x3x3]
%onnx::Conv_1085[FLOAT, 64x128x1... | val_accuracy | 93.870193 | 2,018,256,896 | 6,751,882 | {'zcp_epe_nas': 72.33181861821195, 'zcp_fisher': 13.319689750671387, 'zcp_flops': 32292110336.0, 'zcp_grad_norm': 82.94525909423828, 'zcp_grasp': -6.15673828125, 'zcp_jacov': -16.056208413177316, 'zcp_l2_norm': 1340.19140625, 'zcp_nwot': 229.12598590356197, 'zcp_params': 6751882.0, 'zcp_plain': 0.012133963406085002, 'z... | |
NASBench101_201531 | NASBench101 | 201531 | 7a03875ed672df6f4052c594f42ad05d | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_581[FLOAT, 128x3x3x3]
%onnx::Conv_582[FLOAT, 128]
%onnx::Conv_584[FLOAT, 64x128x1x1]
%onnx::Conv_585[FLOAT, 64]
%onnx::Conv_587[FLOAT, 64x64x3x3]
%onnx::Conv_590[FLOAT, 64x128x1x1]
... | val_accuracy | 90.614986 | 964,306,944 | 3,207,690 | {'zcp_epe_nas': 140.2426505423653, 'zcp_fisher': 15.547307968139648, 'zcp_flops': 15428911104.0, 'zcp_grad_norm': 64.09913635253906, 'zcp_grasp': -20.276885986328125, 'zcp_jacov': -16.069998357852818, 'zcp_l2_norm': 544.837646484375, 'zcp_nwot': 213.81334311650969, 'zcp_params': 3207690.0, 'zcp_plain': 0.07776983082294... | |
NASBench101_125125 | NASBench101 | 125125 | 4b95032db03f04ba3acd5e0397f3f2c6 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_788[FLOAT, 128x3x3x3]
%onnx::Conv_789[FLOAT, 128]
%onnx::Conv_791[FLOAT, 64x128x1x1]
%onnx::Conv_792[FLOAT, 64]
%onnx::Conv_794[FLOAT, 64x64x1x1]
%onnx::Conv_797[FLOAT, 64x128x1x1]
... | val_accuracy | 89.262819 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 75.00237182142334, 'zcp_fisher': 84.09867858886719, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 143.2926025390625, 'zcp_grasp': -46.4658203125, 'zcp_jacov': -16.053770348525084, 'zcp_l2_norm': 890.6287841796875, 'zcp_nwot': 221.8446817117637, 'zcp_params': 3905290.0, 'zcp_plain': 0.28190368413925104, '... | |
NASBench101_183457 | NASBench101 | 183457 | 6efacc2648e9ba659b75eb2f21924885 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1049[FLOAT, 128x3x3x3]
%onnx::Conv_1050[FLOAT, 128]
%onnx::Conv_1052[FLOAT, 64x128x1x1]
%onnx::Conv_1053[FLOAT, 64]
%onnx::Conv_1055[FLOAT, 64x64x1x1]
%onnx::Conv_1058[FLOAT, 64x128x1... | val_accuracy | 93.85016 | 2,817,927,168 | 9,429,258 | {'zcp_epe_nas': 132.10130094504237, 'zcp_fisher': 2.048589468002319, 'zcp_flops': 45086834688.0, 'zcp_grad_norm': 39.72663879394531, 'zcp_grasp': -2.745254516601562, 'zcp_jacov': -16.041401190248482, 'zcp_l2_norm': 1385.670166015625, 'zcp_nwot': 230.6932893851515, 'zcp_params': 9429258.0, 'zcp_plain': 0.073043964803218... | |
NASBench101_220904 | NASBench101 | 220904 | 85dea13467313f4f69b43e786fce0702 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_797[FLOAT, 128x3x3x3]
%onnx::Conv_798[FLOAT, 128]
%onnx::Conv_800[FLOAT, 64x128x1x1]
%onnx::Conv_801[FLOAT, 64]
%onnx::Conv_803[FLOAT, 64x64x3x3]
%onnx::Conv_806[FLOAT, 64x128x1x1]
... | val_accuracy | 90.705127 | 1,120,806,912 | 3,729,162 | {'zcp_epe_nas': 63.48249402010049, 'zcp_fisher': 199.5050811767578, 'zcp_flops': 17932910592.0, 'zcp_grad_norm': 256.74041748046875, 'zcp_grasp': -281.5966796875, 'zcp_jacov': -16.052873406918046, 'zcp_l2_norm': 844.4190063476562, 'zcp_nwot': 221.98444902012696, 'zcp_params': 3729162.0, 'zcp_plain': 0.107889890670776, ... | |
NASBench101_51798 | NASBench101 | 51798 | 1f7ee0638a3d42ea18e5ac85afb57994 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_887[FLOAT, 128x3x3x3]
%onnx::Conv_888[FLOAT, 128]
%onnx::Conv_890[FLOAT, 43x128x1x1]
%onnx::Conv_891[FLOAT, 43]
%onnx::Conv_893[FLOAT, 43x43x1x1]
%onnx::Conv_896[FLOAT, 43x128x1x1]
... | val_accuracy | 91.426283 | 866,984,576 | 2,887,741 | {'zcp_epe_nas': 87.37732145410891, 'zcp_fisher': 16.362041473388672, 'zcp_flops': 13871753216.0, 'zcp_grad_norm': 82.42125701904297, 'zcp_grasp': -3.322021484375, 'zcp_jacov': -16.053453085207664, 'zcp_l2_norm': 884.9873046875, 'zcp_nwot': 218.38646667990932, 'zcp_params': 2887741.0, 'zcp_plain': 0.022469257935881, 'zc... | |
NASBench101_355251 | NASBench101 | 355251 | d6be331a93bdca929b805854c7247f6f | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_797[FLOAT, 128x3x3x3]
%onnx::Conv_798[FLOAT, 128]
%onnx::Conv_800[FLOAT, 64x128x1x1]
%onnx::Conv_801[FLOAT, 64]
%onnx::Conv_803[FLOAT, 64x64x3x3]
%onnx::Conv_806[FLOAT, 64x64x3x3]
%... | val_accuracy | 90.57492 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 73.63420163494698, 'zcp_fisher': 392.1042785644531, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 370.0826416015625, 'zcp_grasp': -263.705078125, 'zcp_jacov': -16.04616989141514, 'zcp_l2_norm': 844.98388671875, 'zcp_nwot': 221.9107639357895, 'zcp_params': 5793546.0, 'zcp_plain': 0.10484538227319701, 'zcp... | |
NASBench101_278185 | NASBench101 | 278185 | a85a23e6dbf69322f2bffa1cce88b13b | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_878[FLOAT, 128x3x3x3]
%onnx::Conv_879[FLOAT, 128]
%onnx::Conv_881[FLOAT, 128x128x1x1]
%onnx::Conv_884[FLOAT, 128x128x1x1]
%onnx::Conv_887[FLOAT, 128x128x1x1]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 89.873797 | 1,752,442,880 | 5,742,730 | {'zcp_epe_nas': 201.97927935852178, 'zcp_fisher': 48.54911422729492, 'zcp_flops': 28039086080.0, 'zcp_grad_norm': 169.26004028320312, 'zcp_grasp': -79.770751953125, 'zcp_jacov': -16.046814765905918, 'zcp_l2_norm': 1227.0653076171875, 'zcp_nwot': 235.35522237121947, 'zcp_params': 5742730.0, 'zcp_plain': 0.31476584076881... | |
NASBench101_23329 | NASBench101 | 23329 | 0e16bb29764ab9b536bd6fccf2fa8cd3 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_986[FLOAT, 128x3x3x3]
%onnx::Conv_987[FLOAT, 128]
%onnx::Conv_989[FLOAT, 64x128x1x1]
%onnx::Conv_990[FLOAT, 64]
%onnx::Conv_992[FLOAT, 64x64x3x3]
%onnx::Conv_995[FLOAT, 64x128x1x1]
... | val_accuracy | 93.369389 | 1,940,006,912 | 6,491,146 | {'zcp_epe_nas': 89.82302940055888, 'zcp_fisher': 12.11042594909668, 'zcp_flops': 31040110592.0, 'zcp_grad_norm': 75.15126037597656, 'zcp_grasp': 1.32763671875, 'zcp_jacov': -16.0643162087951, 'zcp_l2_norm': 1189.134521484375, 'zcp_nwot': 226.94257820420177, 'zcp_params': 6491146.0, 'zcp_plain': 0.044000200927257004, 'z... | |
NASBench101_277103 | NASBench101 | 277103 | a7b6e0819f665b1f609564cf6ae264bb | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_671[FLOAT, 128x3x3x3]
%onnx::Conv_672[FLOAT, 128]
%onnx::Conv_674[FLOAT, 128x128x1x1]
%onnx::Conv_677[FLOAT, 128x128x1x1]
%onnx::Conv_680[FLOAT, 128x128x1x1]
%onnx::Conv_683[FLOAT, 12... | val_accuracy | 90.134215 | 3,586,926,592 | 12,088,970 | {'zcp_epe_nas': 94.5122823269219, 'zcp_fisher': 48.70734786987305, 'zcp_flops': 57390825472.0, 'zcp_grad_norm': 85.68020629882812, 'zcp_grasp': -0.0316162109375, 'zcp_jacov': -16.05368087410294, 'zcp_l2_norm': 818.3059692382812, 'zcp_nwot': 228.1465788297251, 'zcp_params': 12088970.0, 'zcp_plain': -0.034877270460128, '... | |
NASBench101_170275 | NASBench101 | 170275 | 67168c3994fba2bf5e51c4c288c3d737 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_779[FLOAT, 128x3x3x3]
%onnx::Conv_780[FLOAT, 128]
%onnx::Conv_782[FLOAT, 128x128x1x1]
%onnx::Conv_785[FLOAT, 128x128x1x1]
%onnx::Conv_788[FLOAT, 128x128x3x3]
%onnx::Conv_791[FLOAT, 12... | val_accuracy | 90.735179 | 6,343,895,040 | 21,547,914 | {'zcp_epe_nas': 89.07244744196883, 'zcp_fisher': 592.7158203125, 'zcp_flops': 101502320640.0, 'zcp_grad_norm': 410.0205383300781, 'zcp_grasp': -13.23046875, 'zcp_jacov': -16.055016209129775, 'zcp_l2_norm': 1046.3173828125, 'zcp_nwot': 232.10855541754995, 'zcp_params': 21547914.0, 'zcp_plain': 0.021190481260418, 'zcp_sn... | |
NASBench101_420732 | NASBench101 | 420732 | fe3ddf678014a234d919e3b6262521af | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_653[FLOAT, 128x3x3x3]
%onnx::Conv_654[FLOAT, 128]
%onnx::Conv_656[FLOAT, 64x128x1x1]
%onnx::Conv_657[FLOAT, 64]
%onnx::Conv_659[FLOAT, 64x128x1x1]
%onnx::Conv_662[FLOAT, 64x64x1x1]
... | val_accuracy | 88.000804 | 438,577,152 | 1,404,042 | {'zcp_epe_nas': 72.3681913317464, 'zcp_fisher': 6.635995388031006, 'zcp_flops': 7017234432.0, 'zcp_grad_norm': 46.09662628173828, 'zcp_grasp': -2.047027587890625, 'zcp_jacov': -16.06227081531404, 'zcp_l2_norm': 694.1123657226562, 'zcp_nwot': 218.657281290572, 'zcp_params': 1404042.0, 'zcp_plain': 0.057974182069301, 'zc... | |
NASBench101_286776 | NASBench101 | 286776 | ad974cad73e19b3b4d041ba4303d5bb2 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_851[FLOAT, 128x3x3x3]
%onnx::Conv_852[FLOAT, 128]
%onnx::Conv_854[FLOAT, 64x128x1x1]
%onnx::Conv_855[FLOAT, 64]
%onnx::Conv_857[FLOAT, 64x64x1x1]
%onnx::Conv_860[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.998797 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 120.16789482642415, 'zcp_fisher': 75.08158874511719, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 177.1771697998047, 'zcp_grasp': 83.99365234375, 'zcp_jacov': -16.04981586583486, 'zcp_l2_norm': 993.052001953125, 'zcp_nwot': 224.64253439564771, 'zcp_params': 6054282.0, 'zcp_plain': -0.004223551601171, 'z... | |
NASBench101_373227 | NASBench101 | 373227 | e19d154a64769f8cd0701e158aa1d9cc | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_968[FLOAT, 128x3x3x3]
%onnx::Conv_969[FLOAT, 128]
%onnx::Conv_971[FLOAT, 64x128x1x1]
%onnx::Conv_972[FLOAT, 64]
%onnx::Conv_974[FLOAT, 64x64x1x1]
%onnx::Conv_977[FLOAT, 64x128x1x1]
... | val_accuracy | 92.828524 | 1,472,997,376 | 4,863,626 | {'zcp_epe_nas': 105.81762573238585, 'zcp_fisher': 9.582520484924316, 'zcp_flops': 23567958016.0, 'zcp_grad_norm': 80.69953155517578, 'zcp_grasp': -19.40625, 'zcp_jacov': -16.051402485366317, 'zcp_l2_norm': 1191.0684814453125, 'zcp_nwot': 228.72775851503343, 'zcp_params': 4863626.0, 'zcp_plain': 0.10496346652507701, 'zc... | |
NASBench101_59056 | NASBench101 | 59056 | 23e3cce1a6fca27f1b0ac0495ad299e6 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_752[FLOAT, 128x3x3x3]
%onnx::Conv_753[FLOAT, 128]
%onnx::Conv_755[FLOAT, 64x128x1x1]
%onnx::Conv_756[FLOAT, 64]
%onnx::Conv_758[FLOAT, 64x64x3x3]
%onnx::Conv_761[FLOAT, 64x128x1x1]
... | val_accuracy | 92.28766 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 102.11677040394581, 'zcp_fisher': 4.015893459320068, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 40.937904357910156, 'zcp_grasp': -0.8717956542968751, 'zcp_jacov': -16.046603063424783, 'zcp_l2_norm': 890.216552734375, 'zcp_nwot': 221.64861714268832, 'zcp_params': 3905290.0, 'zcp_plain': 0.0301837716251... | |
NASBench101_180347 | NASBench101 | 180347 | 6d26d6bf0326b41714c33c9baffb3903 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_968[FLOAT, 128x3x3x3]
%onnx::Conv_969[FLOAT, 128]
%onnx::Conv_971[FLOAT, 64x128x1x1]
%onnx::Conv_972[FLOAT, 64]
%onnx::Conv_974[FLOAT, 64x64x3x3]
%onnx::Conv_977[FLOAT, 64x128x1x1]
... | val_accuracy | 92.107373 | 2,076,977,152 | 6,928,010 | {'zcp_epe_nas': 80.25189400286145, 'zcp_fisher': 2.839479684829712, 'zcp_flops': 33231634432.0, 'zcp_grad_norm': 43.08428192138672, 'zcp_grasp': -3.335075378417968, 'zcp_jacov': -16.04698605424953, 'zcp_l2_norm': 1190.2857666015625, 'zcp_nwot': 228.88646116673328, 'zcp_params': 6928010.0, 'zcp_plain': 0.018445611000061... | |
NASBench101_1814 | NASBench101 | 1814 | 01208924a30abd6b0a0614053094c2d7 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1067[FLOAT, 128x3x3x3]
%onnx::Conv_1068[FLOAT, 128]
%onnx::Conv_1070[FLOAT, 64x128x1x1]
%onnx::Conv_1071[FLOAT, 64]
%onnx::Conv_1073[FLOAT, 64x64x3x3]
%onnx::Conv_1076[FLOAT, 64x64x3x... | val_accuracy | 93.860179 | 3,226,216,448 | 10,880,650 | {'zcp_epe_nas': 118.65641554996873, 'zcp_fisher': 12.796141624450684, 'zcp_flops': 51619463168.0, 'zcp_grad_norm': 88.49659729003906, 'zcp_grasp': 1.53778076171875, 'zcp_jacov': -16.058098452043836, 'zcp_l2_norm': 1340.1448974609375, 'zcp_nwot': 228.8532072327114, 'zcp_params': 10880650.0, 'zcp_plain': 0.01542288344353... | |
NASBench101_338441 | NASBench101 | 338441 | cca61ffb0a15a3dc4d0f6ee3c0c7c0c8 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_743[FLOAT, 128x3x3x3]
%onnx::Conv_744[FLOAT, 128]
%onnx::Conv_746[FLOAT, 64x128x1x1]
%onnx::Conv_747[FLOAT, 64]
%onnx::Conv_749[FLOAT, 64x64x1x1]
%onnx::Conv_752[FLOAT, 64x128x1x1]
... | val_accuracy | 87.920672 | 575,547,392 | 1,840,906 | {'zcp_epe_nas': 62.58437744354749, 'zcp_fisher': 11.734391212463379, 'zcp_flops': 9208758272.0, 'zcp_grad_norm': 72.42533111572266, 'zcp_grasp': -13.00762939453125, 'zcp_jacov': -16.04921133216798, 'zcp_l2_norm': 890.3509521484375, 'zcp_nwot': 221.92276090739796, 'zcp_params': 1840906.0, 'zcp_plain': 0.0964554175734520... | |
NASBench101_364099 | NASBench101 | 364099 | dc13090b542b47ec918ceeea307cd1eb | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_785[FLOAT, 128x3x3x3]
%onnx::Conv_786[FLOAT, 128]
%onnx::Conv_788[FLOAT, 43x128x1x1]
%onnx::Conv_789[FLOAT, 43]
%onnx::Conv_791[FLOAT, 43x43x1x1]
%onnx::Conv_794[FLOAT, 43x128x1x1]
... | val_accuracy | 89.11258 | 536,791,296 | 1,700,385 | {'zcp_epe_nas': 183.77250873459877, 'zcp_fisher': 2.831335067749023, 'zcp_flops': 8588660736.0, 'zcp_grad_norm': 42.382835388183594, 'zcp_grasp': -2.63763427734375, 'zcp_jacov': -16.047992453540576, 'zcp_l2_norm': 835.6050415039062, 'zcp_nwot': 220.84302776402285, 'zcp_params': 1700385.0, 'zcp_plain': 0.122146166861057... | |
NASBench101_145033 | NASBench101 | 145033 | 57c0874442fdb3ec29250d7deacda0a1 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_761[FLOAT, 128x3x3x3]
%onnx::Conv_762[FLOAT, 128]
%onnx::Conv_764[FLOAT, 64x128x1x1]
%onnx::Conv_765[FLOAT, 64]
%onnx::Conv_767[FLOAT, 64x64x3x3]
%onnx::Conv_770[FLOAT, 64x128x1x1]
... | val_accuracy | 92.127407 | 2,328,766,464 | 7,857,930 | {'zcp_epe_nas': 71.54713567927887, 'zcp_fisher': 61.618751525878906, 'zcp_flops': 37260263424.0, 'zcp_grad_norm': 144.22152709960938, 'zcp_grasp': 5.70166015625, 'zcp_jacov': -16.048180043792478, 'zcp_l2_norm': 844.2735595703125, 'zcp_nwot': 221.374895356011, 'zcp_params': 7857930.0, 'zcp_plain': 0.057595714926719006, ... | |
NASBench101_123295 | NASBench101 | 123295 | 4a818a19e674f811b7fa64700f89d0fd | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_905[FLOAT, 128x3x3x3]
%onnx::Conv_906[FLOAT, 128]
%onnx::Conv_908[FLOAT, 43x128x1x1]
%onnx::Conv_909[FLOAT, 43]
%onnx::Conv_911[FLOAT, 43x43x3x3]
%onnx::Conv_914[FLOAT, 43x43x1x1]
%... | val_accuracy | 92.978764 | 867,430,144 | 2,888,879 | {'zcp_epe_nas': 94.49899827025425, 'zcp_fisher': 96.76805877685547, 'zcp_flops': 13878882304.0, 'zcp_grad_norm': 170.5441131591797, 'zcp_grasp': 8.03466796875, 'zcp_jacov': -16.05957230875385, 'zcp_l2_norm': 883.8746948242188, 'zcp_nwot': 218.4875893636782, 'zcp_params': 2888879.0, 'zcp_plain': 0.024658733978867003, 'z... | |
NASBench101_58951 | NASBench101 | 58951 | 23d4ee5bd823053a357e960b55fe8b35 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_959[FLOAT, 128x3x3x3]
%onnx::Conv_960[FLOAT, 128]
%onnx::Conv_962[FLOAT, 128x128x1x1]
%onnx::Conv_965[FLOAT, 128x128x1x1]
%onnx::Conv_968[FLOAT, 128x128x1x1]
%onnx::Conv_971[FLOAT, 12... | val_accuracy | 58.423477 | 2,093,492,224 | 6,944,138 | {'zcp_epe_nas': 96.55769767031896, 'zcp_fisher': 1328.6864013671875, 'zcp_flops': 33495875584.0, 'zcp_grad_norm': 851.798828125, 'zcp_grasp': -13259.921875, 'zcp_jacov': -16.04523436897908, 'zcp_l2_norm': 1454.174560546875, 'zcp_nwot': 237.98890316618937, 'zcp_params': 6944138.0, 'zcp_plain': -0.0031926217488940003, 'z... | |
NASBench101_31741 | NASBench101 | 31741 | 1332e27697d87972abc7a595e5cea80d | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_959[FLOAT, 128x3x3x3]
%onnx::Conv_960[FLOAT, 128]
%onnx::Conv_962[FLOAT, 64x128x1x1]
%onnx::Conv_963[FLOAT, 64]
%onnx::Conv_965[FLOAT, 64x64x3x3]
%onnx::Conv_968[FLOAT, 64x64x1x1]
%... | val_accuracy | 90.945512 | 1,531,717,632 | 5,039,754 | {'zcp_epe_nas': 77.84367986805013, 'zcp_fisher': 7.715460300445557, 'zcp_flops': 24507482112.0, 'zcp_grad_norm': 68.73745727539062, 'zcp_grasp': -21.5531005859375, 'zcp_jacov': -16.06453439086614, 'zcp_l2_norm': 1235.9603271484375, 'zcp_nwot': 228.50343044438722, 'zcp_params': 5039754.0, 'zcp_plain': 0.1078942641615860... | |
NASBench101_121971 | NASBench101 | 121971 | 49b6f5907f6997ce906f2bbda43df32a | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_833[FLOAT, 128x3x3x3]
%onnx::Conv_834[FLOAT, 128]
%onnx::Conv_836[FLOAT, 64x128x1x1]
%onnx::Conv_837[FLOAT, 64]
%onnx::Conv_839[FLOAT, 64x128x1x1]
%onnx::Conv_842[FLOAT, 64x64x3x3]
... | val_accuracy | 93.629807 | 2,057,447,424 | 6,843,402 | {'zcp_epe_nas': 100.90153307388746, 'zcp_fisher': 2.004656553268432, 'zcp_flops': 32919158784.0, 'zcp_grad_norm': 28.824291229248047, 'zcp_grasp': -0.859840393066406, 'zcp_jacov': -16.039804913299808, 'zcp_l2_norm': 1087.0467529296875, 'zcp_nwot': 226.24176200568425, 'zcp_params': 6843402.0, 'zcp_plain': 0.070599861443... | |
NASBench101_344132 | NASBench101 | 344132 | d0016a3043f75850de27c9d491fe3f58 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_869[FLOAT, 128x3x3x3]
%onnx::Conv_870[FLOAT, 128]
%onnx::Conv_872[FLOAT, 128x128x1x1]
%onnx::Conv_875[FLOAT, 128x128x3x3]
%onnx::Conv_878[FLOAT, 128x128x3x3]
%onnx::Conv_881[FLOAT, 12... | val_accuracy | 88.741988 | 9,067,309,056 | 30,843,018 | {'zcp_epe_nas': 129.56765874767515, 'zcp_fisher': 2550.686767578125, 'zcp_flops': 145076944896.0, 'zcp_grad_norm': 807.3680419921875, 'zcp_grasp': 243.140625, 'zcp_jacov': -16.062513936180157, 'zcp_l2_norm': 1257.8858642578125, 'zcp_nwot': 235.0869023159947, 'zcp_params': 30843018.0, 'zcp_plain': 0.069998174905776, 'zc... | |
NASBench101_195600 | NASBench101 | 195600 | 76592265e64e772a93cf05c385422886 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_644[FLOAT, 128x3x3x3]
%onnx::Conv_645[FLOAT, 128]
%onnx::Conv_647[FLOAT, 64x128x1x1]
%onnx::Conv_648[FLOAT, 64]
%onnx::Conv_650[FLOAT, 64x128x1x1]
%onnx::Conv_653[FLOAT, 64x64x3x3]
... | val_accuracy | 90.404648 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 112.63818621939728, 'zcp_fisher': 18.544448852539062, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 87.66555786132812, 'zcp_grasp': -39.11041259765625, 'zcp_jacov': -16.04507851673593, 'zcp_l2_norm': 693.4596557617188, 'zcp_nwot': 218.32753484964454, 'zcp_params': 3468426.0, 'zcp_plain': 0.12785036861896... | |
NASBench101_362678 | NASBench101 | 362678 | db3b043e3456a278cae82fd754c133a8 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1076[FLOAT, 128x3x3x3]
%onnx::Conv_1077[FLOAT, 128]
%onnx::Conv_1079[FLOAT, 128x128x1x1]
%onnx::Conv_1082[FLOAT, 128x128x1x1]
%onnx::Conv_1085[FLOAT, 128x128x1x1]
%onnx::Conv_1088[FLO... | val_accuracy | 92.608172 | 9,615,190,016 | 32,590,474 | {'zcp_epe_nas': 173.6987238842835, 'zcp_fisher': 94.15674591064453, 'zcp_flops': 153843040256.0, 'zcp_grad_norm': 200.4867401123047, 'zcp_grasp': 133.705322265625, 'zcp_jacov': -16.047150931783378, 'zcp_l2_norm': 1649.9295654296875, 'zcp_nwot': 239.80877374541413, 'zcp_params': 32590474.0, 'zcp_plain': 0.05209570378065... | |
NASBench101_181791 | NASBench101 | 181791 | 6dfea7e5f8d609c8a99140e2e01bd6df | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_761[FLOAT, 128x3x3x3]
%onnx::Conv_762[FLOAT, 128]
%onnx::Conv_764[FLOAT, 64x128x1x1]
%onnx::Conv_765[FLOAT, 64]
%onnx::Conv_767[FLOAT, 64x64x1x1]
%onnx::Conv_770[FLOAT, 64x64x3x3]
%... | val_accuracy | 91.706729 | 1,120,806,912 | 3,729,162 | {'zcp_epe_nas': 93.97269111436583, 'zcp_fisher': 84.90270233154297, 'zcp_flops': 17932910592.0, 'zcp_grad_norm': 172.4043426513672, 'zcp_grasp': -38.89501953125, 'zcp_jacov': -16.06015429241027, 'zcp_l2_norm': 844.3934936523438, 'zcp_nwot': 221.70645786181012, 'zcp_params': 3729162.0, 'zcp_plain': 0.052794691175222, 'z... | |
NASBench101_79687 | NASBench101 | 79687 | 30516b5b339e94014b707553bf6730db | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_635[FLOAT, 128x3x3x3]
%onnx::Conv_636[FLOAT, 128]
%onnx::Conv_638[FLOAT, 64x128x1x1]
%onnx::Conv_639[FLOAT, 64]
%onnx::Conv_641[FLOAT, 64x64x3x3]
%onnx::Conv_644[FLOAT, 64x64x1x1]
%... | val_accuracy | 87.670273 | 983,836,672 | 3,292,298 | {'zcp_epe_nas': 137.28042339433674, 'zcp_fisher': 27.946863174438477, 'zcp_flops': 15741386752.0, 'zcp_grad_norm': 99.97233581542969, 'zcp_grasp': 6.8682861328125, 'zcp_jacov': -16.050834490821224, 'zcp_l2_norm': 649.1947631835938, 'zcp_nwot': 218.49799943977337, 'zcp_params': 3292298.0, 'zcp_plain': -0.028717653825879... |
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