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_235770 | NASBench101 | 235770 | 8eafd7a8bf4cc116f6fd218b5256b585 | 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, 128x128x1x1]
%onnx::Conv_641[FLOAT, 128x128x3x3]
%onnx::Conv_644[FLOAT, 128x128x3x3]
%onnx::Conv_647[FLOAT, 12... | val_accuracy | 90.244389 | 6,036,400,128 | 20,510,346 | {'zcp_epe_nas': 81.796871941602, 'zcp_fisher': 64.32356262207031, 'zcp_flops': 96582402048.0, 'zcp_grad_norm': 135.50277709960938, 'zcp_grasp': -4.7022705078125, 'zcp_jacov': -16.063785809772064, 'zcp_l2_norm': 834.3428344726562, 'zcp_nwot': 228.67032269649917, 'zcp_params': 20510346.0, 'zcp_plain': -0.004718269687145,... | |
NASBench101_193735 | NASBench101 | 193735 | 753549bb5e0401cb9eb948e8b8326664 | 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, 128x128x1x1]
%onnx::Conv_893[FLOAT, 128x128x3x3]
%onnx::Conv_896[FLOAT, 128x128x3x3]
%onnx::Conv_899[FLOAT, 12... | val_accuracy | 89.643431 | 9,033,754,624 | 30,679,178 | {'zcp_epe_nas': 100.82691069799745, 'zcp_fisher': 3659.369873046875, 'zcp_flops': 144540073984.0, 'zcp_grad_norm': 1084.3338623046875, 'zcp_grasp': -15044.65625, 'zcp_jacov': -16.07761317033024, 'zcp_l2_norm': 1241.6259765625, 'zcp_nwot': 234.99547513378334, 'zcp_params': 30679178.0, 'zcp_plain': 0.33549010753631503, '... | |
NASBench101_368845 | NASBench101 | 368845 | df068c598ddf9c26b227a328f7115b2c | 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 | 91.316104 | 1,120,806,912 | 3,729,162 | {'zcp_epe_nas': 112.7218855327133, 'zcp_fisher': 24.344955444335938, 'zcp_flops': 17932910592.0, 'zcp_grad_norm': 81.98706817626953, 'zcp_grasp': -2.38800048828125, 'zcp_jacov': -16.056244673313728, 'zcp_l2_norm': 845.1333618164062, 'zcp_nwot': 222.10411910020449, 'zcp_params': 3729162.0, 'zcp_plain': 0.07209600508213,... | |
NASBench101_392827 | NASBench101 | 392827 | ed71cce2b5845cab0f147cdb36f30977 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_866[FLOAT, 128x3x3x3]
%onnx::Conv_867[FLOAT, 128]
%onnx::Conv_869[FLOAT, 43x128x1x1]
%onnx::Conv_870[FLOAT, 43]
%onnx::Conv_872[FLOAT, 43x43x3x3]
%onnx::Conv_875[FLOAT, 43x43x3x3]
%... | val_accuracy | 91.536456 | 1,046,370,048 | 3,518,529 | {'zcp_epe_nas': 66.2527918294077, 'zcp_fisher': 46.55031967163086, 'zcp_flops': 16741920768.0, 'zcp_grad_norm': 121.24236297607422, 'zcp_grasp': 22.166015625, 'zcp_jacov': -16.060854852169413, 'zcp_l2_norm': 688.1318359375, 'zcp_nwot': 215.9028790998988, 'zcp_params': 3518529.0, 'zcp_plain': 0.087329067289829, 'zcp_sni... | |
NASBench101_116069 | NASBench101 | 116069 | 460e95d16e39f1e137b71f0f3067d807 | 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, 64x64x3x3]
%... | val_accuracy | 92.457932 | 2,407,016,448 | 8,118,666 | {'zcp_epe_nas': 129.74810039096025, 'zcp_fisher': 110.27718353271484, 'zcp_flops': 38512263168.0, 'zcp_grad_norm': 179.3714599609375, 'zcp_grasp': 206.9130859375, 'zcp_jacov': -16.05317113944416, 'zcp_l2_norm': 994.0327758789062, 'zcp_nwot': 224.16361071529465, 'zcp_params': 8118666.0, 'zcp_plain': 0.048500396311283, '... | |
NASBench101_153719 | NASBench101 | 153719 | 5d071cf0d4031a513766cf9f7d141a7b | 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, 64x64x3x3]
%onnx::Conv_887[FLOAT, 64x64x1x1]
%... | val_accuracy | 91.446316 | 1,257,777,152 | 4,166,026 | {'zcp_epe_nas': 60.75965518935806, 'zcp_fisher': 99.64942932128906, 'zcp_flops': 20124434432.0, 'zcp_grad_norm': 182.63526916503906, 'zcp_grasp': -41.26708984375, 'zcp_jacov': -16.057461275647498, 'zcp_l2_norm': 1039.915283203125, 'zcp_nwot': 224.6646339780695, 'zcp_params': 4166026.0, 'zcp_plain': -0.033504948019981, ... | |
NASBench101_304467 | NASBench101 | 304467 | b836243fbcb3b9c42f0304d194f97405 | 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, 128x128x3x3]
%onnx::Conv_887[FLOAT, 128x128x1x1]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 91.286057 | 4,168,361,984 | 14,000,266 | {'zcp_epe_nas': 93.4415702539923, 'zcp_fisher': 160.86062622070312, 'zcp_flops': 66693791744.0, 'zcp_grad_norm': 246.858154296875, 'zcp_grasp': -121.2001953125, 'zcp_jacov': -16.047130647895795, 'zcp_l2_norm': 1225.9775390625, 'zcp_nwot': 235.05505605747692, 'zcp_params': 14000266.0, 'zcp_plain': 0.10488370060920701, '... | |
NASBench101_311103 | NASBench101 | 311103 | bc3d0cb937e84711d3ae4ef75b3ecaa8 | 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 | 90.985578 | 8,726,259,712 | 29,641,610 | {'zcp_epe_nas': 74.85722258241475, 'zcp_fisher': 156.87802124023438, 'zcp_flops': 139620155392.0, 'zcp_grad_norm': 246.83944702148438, 'zcp_grasp': -114.69482421875, 'zcp_jacov': -16.05440017785962, 'zcp_l2_norm': 1030.3699951171875, 'zcp_nwot': 231.76127256431957, 'zcp_params': 29641610.0, 'zcp_plain': 0.3342437446117... | |
NASBench101_201933 | NASBench101 | 201933 | 7a43ad2726fd6fc5bc1bd9be4bd22c02 | 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, 64x128x1x1]
... | val_accuracy | 90.484774 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 115.31232636615611, 'zcp_fisher': 226.29331970214844, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 218.50088500976562, 'zcp_grasp': 23.4755859375, 'zcp_jacov': -16.056104603340977, 'zcp_l2_norm': 844.76806640625, 'zcp_nwot': 221.335875117952, 'zcp_params': 5793546.0, 'zcp_plain': 0.060442760586738004, '... | |
NASBench101_410934 | NASBench101 | 410934 | f84da3311b8c20613833b1b8ed89bafe | 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, 64x64x1x1]
%onnx::Conv_761[FLOAT, 64x128x1x1]
... | val_accuracy | 90.795273 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 67.74161069361254, 'zcp_fisher': 32.027076721191406, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 101.93547058105469, 'zcp_grasp': -11.8436279296875, 'zcp_jacov': -16.05185289195797, 'zcp_l2_norm': 889.3590087890625, 'zcp_nwot': 221.65685203592147, 'zcp_params': 3905290.0, 'zcp_plain': 0.112233817577362... | |
NASBench101_339140 | NASBench101 | 339140 | cd127d2c5c24dd5cc3128d01c2819472 | 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, 64x64x3x3]
%onnx::Conv_887[FLOAT, 64x64x1x1]
%... | val_accuracy | 90.474761 | 2,348,296,192 | 7,942,538 | {'zcp_epe_nas': 76.9789650468006, 'zcp_fisher': 545.1268310546875, 'zcp_flops': 37572739072.0, 'zcp_grad_norm': 421.6247253417969, 'zcp_grasp': 863.39453125, 'zcp_jacov': -16.054848539581332, 'zcp_l2_norm': 947.9398803710938, 'zcp_nwot': 224.54346940433672, 'zcp_params': 7942538.0, 'zcp_plain': 0.010890815407037001, 'z... | |
NASBench101_36583 | NASBench101 | 36583 | 16306e9df7526686a6f816814ab1a56c | 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, 128x128x1x1]
%onnx::Conv_1073[FLOAT, 128x128x1x1]
%onnx::Conv_1076[FLOAT, 128x128x1x1]
%onnx::Conv_1079[FLO... | val_accuracy | 93.409455 | 4,749,797,376 | 15,911,562 | {'zcp_epe_nas': 120.86474867859371, 'zcp_fisher': 28.41270637512207, 'zcp_flops': 75996758016.0, 'zcp_grad_norm': 96.298095703125, 'zcp_grasp': -3.26702880859375, 'zcp_jacov': -16.0498088365596, 'zcp_l2_norm': 1634.18505859375, 'zcp_nwot': 239.27856812490506, 'zcp_params': 15911562.0, 'zcp_plain': -0.002701528836041000... | |
NASBench101_416026 | NASBench101 | 416026 | fb6844736e5075e6cc1355778ac83e54 | 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, 64x64x1x1]
%... | val_accuracy | 90.925479 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 80.12772349532759, 'zcp_fisher': 2967.9013671875, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 964.8028564453125, 'zcp_grasp': -27398.796875, 'zcp_jacov': -16.046306481807452, 'zcp_l2_norm': 993.92236328125, 'zcp_nwot': 224.68078393989765, 'zcp_params': 6054282.0, 'zcp_plain': 0.22663621604442502, 'zcp_... | |
NASBench101_82329 | NASBench101 | 82329 | 31eba5025c7225e8e0d3c409a7a8bc18 | 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 | 90.104169 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 134.4784525256429, 'zcp_fisher': 118.44338989257812, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 172.2850799560547, 'zcp_grasp': -78.904296875, 'zcp_jacov': -16.06346991510204, 'zcp_l2_norm': 694.8659057617188, 'zcp_nwot': 218.22189717347067, 'zcp_params': 3468426.0, 'zcp_plain': 0.1297327876091, 'zcp_... | |
NASBench101_168984 | NASBench101 | 168984 | 664edc47ed4cd9b07eb4987a5169479a | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1007[FLOAT, 128x3x3x3]
%onnx::Conv_1008[FLOAT, 128]
%onnx::Conv_1010[FLOAT, 43x128x1x1]
%onnx::Conv_1011[FLOAT, 43]
%onnx::Conv_1013[FLOAT, 43x43x3x3]
%onnx::Conv_1016[FLOAT, 43x128x1... | val_accuracy | 92.247593 | 1,148,931,072 | 3,777,087 | {'zcp_epe_nas': 97.66520079262173, 'zcp_fisher': 8.0498628616333, 'zcp_flops': 18382897152.0, 'zcp_grad_norm': 76.34814453125, 'zcp_grasp': -28.7032470703125, 'zcp_jacov': -16.04972167042072, 'zcp_l2_norm': 1080.287353515625, 'zcp_nwot': 224.71606213203495, 'zcp_params': 3777087.0, 'zcp_plain': 0.19435068964958102, 'zc... | |
NASBench101_229191 | NASBench101 | 229191 | 8ad471e9ff490d3a2b2530383427ab89 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_680[FLOAT, 128x3x3x3]
%onnx::Conv_681[FLOAT, 128]
%onnx::Conv_683[FLOAT, 64x128x1x1]
%onnx::Conv_684[FLOAT, 64]
%onnx::Conv_686[FLOAT, 64x64x3x3]
%onnx::Conv_689[FLOAT, 64x64x1x1]
%... | val_accuracy | 92.267627 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 106.50892069069464, 'zcp_fisher': 54.88332748413086, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 116.45458221435547, 'zcp_grasp': -8.291015625, 'zcp_jacov': -16.059121819644538, 'zcp_l2_norm': 648.623779296875, 'zcp_nwot': 218.5459320857808, 'zcp_params': 5356682.0, 'zcp_plain': 0.044046826660633004, '... | |
NASBench101_111837 | NASBench101 | 111837 | 438a3f94f8f518257e349a3d7a838def | 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, 128x128x1x1]
%onnx::Conv_977[FLOAT, 128x128x3x3]
%onnx::Conv_980[FLOAT, 12... | val_accuracy | 93.920273 | 9,307,695,104 | 31,552,906 | {'zcp_epe_nas': 94.96629293355015, 'zcp_fisher': 133.0589599609375, 'zcp_flops': 148923121664.0, 'zcp_grad_norm': 207.75192260742188, 'zcp_grasp': 8.030517578125, 'zcp_jacov': -16.051213538204074, 'zcp_l2_norm': 1438.8271484375, 'zcp_nwot': 237.10390177292734, 'zcp_params': 31552906.0, 'zcp_plain': 0.092403374612331, '... | |
NASBench101_254868 | NASBench101 | 254868 | 9a4fd7d0152ebc2fe558f18234f3b0d1 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_983[FLOAT, 128x3x3x3]
%onnx::Conv_984[FLOAT, 128]
%onnx::Conv_986[FLOAT, 43x128x1x1]
%onnx::Conv_987[FLOAT, 43]
%onnx::Conv_989[FLOAT, 43x43x3x3]
%onnx::Conv_992[FLOAT, 43x43x3x3]
%... | val_accuracy | 93.118989 | 1,436,035,840 | 4,833,224 | {'zcp_epe_nas': 82.31442855499645, 'zcp_fisher': 7.960662364959717, 'zcp_flops': 22976573440.0, 'zcp_grad_norm': 71.18868255615234, 'zcp_grasp': 4.1590576171875, 'zcp_jacov': -16.042841107049657, 'zcp_l2_norm': 1005.79931640625, 'zcp_nwot': 220.75863389986105, 'zcp_params': 4833224.0, 'zcp_plain': 0.006568584125488001,... | |
NASBench101_98141 | NASBench101 | 98141 | 3b687a9fbf44e6d1584bb0e76aa80486 | 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 | 83.784056 | 2,367,432,704 | 7,817,866 | {'zcp_epe_nas': 117.97330295764446, 'zcp_fisher': 4.827935218811035, 'zcp_flops': 37878923264.0, 'zcp_grad_norm': 69.9503402709961, 'zcp_grasp': 5.68194580078125, 'zcp_jacov': -16.044650277867195, 'zcp_l2_norm': 1650.415771484375, 'zcp_nwot': 239.8260445654733, 'zcp_params': 7817866.0, 'zcp_plain': -0.01436895504593800... | |
NASBench101_82785 | NASBench101 | 82785 | 323467dd79be338d7e4769b820c4cfca | 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, 128x128x1x1]
%onnx::Conv_791[FLOAT, 12... | val_accuracy | 92.518032 | 6,310,340,608 | 21,384,074 | {'zcp_epe_nas': 113.0947357648399, 'zcp_fisher': 80.17957305908203, 'zcp_flops': 100965449728.0, 'zcp_grad_norm': 131.476806640625, 'zcp_grasp': 1.26220703125, 'zcp_jacov': -16.058112065178122, 'zcp_l2_norm': 1030.5166015625, 'zcp_nwot': 231.79881832266867, 'zcp_params': 21384074.0, 'zcp_plain': -0.025907155126333, 'zc... | |
NASBench101_420112 | NASBench101 | 420112 | fddd7e834a3e3cb7eb87375b0bce120f | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_938[FLOAT, 128x3x3x3]
%onnx::Conv_939[FLOAT, 128]
%onnx::Conv_941[FLOAT, 43x128x1x1]
%onnx::Conv_942[FLOAT, 43]
%onnx::Conv_944[FLOAT, 43x43x3x3]
%onnx::Conv_947[FLOAT, 43x43x3x3]
%... | val_accuracy | 91.666669 | 1,139,291,392 | 3,813,062 | {'zcp_epe_nas': 104.75583540009842, 'zcp_fisher': 18.529888153076172, 'zcp_flops': 18228662272.0, 'zcp_grad_norm': 92.5584487915039, 'zcp_grasp': -19.0103759765625, 'zcp_jacov': -16.052071123065772, 'zcp_l2_norm': 884.7222290039062, 'zcp_nwot': 218.5307050570281, 'zcp_params': 3813062.0, 'zcp_plain': 0.1210407912731170... | |
NASBench101_117824 | NASBench101 | 117824 | 472150f0f3d01e90d8d1247828b6656d | 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 | 90.564907 | 3,860,867,072 | 12,962,698 | {'zcp_epe_nas': 74.36452802024782, 'zcp_fisher': 29.13380241394043, 'zcp_flops': 61773873152.0, 'zcp_grad_norm': 105.44216918945312, 'zcp_grasp': -21.381591796875, 'zcp_jacov': -16.05643182327273, 'zcp_l2_norm': 1014.441162109375, 'zcp_nwot': 232.1976001194071, 'zcp_params': 12962698.0, 'zcp_plain': 0.05840136855840600... | |
NASBench101_403310 | NASBench101 | 403310 | f3cf07fae78f396d8b3ed5e34b1fa930 | 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 | 92.157453 | 6,310,340,608 | 21,384,074 | {'zcp_epe_nas': 80.88814122339812, 'zcp_fisher': 24.213327407836914, 'zcp_flops': 100965449728.0, 'zcp_grad_norm': 78.34229278564453, 'zcp_grasp': 0.0303955078125, 'zcp_jacov': -16.05356009850673, 'zcp_l2_norm': 1030.1710205078125, 'zcp_nwot': 231.74409507715694, 'zcp_params': 21384074.0, 'zcp_plain': 0.007801846601068... | |
NASBench101_103734 | NASBench101 | 103734 | 3ec197a94072185dcf68ec89ec59035b | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1007[FLOAT, 128x3x3x3]
%onnx::Conv_1008[FLOAT, 128]
%onnx::Conv_1010[FLOAT, 43x128x1x1]
%onnx::Conv_1011[FLOAT, 43]
%onnx::Conv_1013[FLOAT, 43x128x1x1]
%onnx::Conv_1016[FLOAT, 43x43x3... | val_accuracy | 92.477965 | 1,139,976,960 | 3,759,660 | {'zcp_epe_nas': 168.2295215680586, 'zcp_fisher': 6.573060989379883, 'zcp_flops': 18239631360.0, 'zcp_grad_norm': 69.99612426757812, 'zcp_grasp': -1.3846435546875, 'zcp_jacov': -16.06241676277663, 'zcp_l2_norm': 1080.093505859375, 'zcp_nwot': 224.66110787501603, 'zcp_params': 3759660.0, 'zcp_plain': 0.038225065916776005... | |
NASBench101_370750 | NASBench101 | 370750 | e02dbb78271a3e4213024d4d687f01c0 | 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, 64x128x1x1]
... | val_accuracy | 89.983976 | 3,693,225,984 | 12,508,170 | {'zcp_epe_nas': 116.93119595519288, 'zcp_fisher': 350.25091552734375, 'zcp_flops': 59091615744.0, 'zcp_grad_norm': 366.38128662109375, 'zcp_grasp': 93.53125, 'zcp_jacov': -16.0613168502334, 'zcp_l2_norm': 1143.9107666015625, 'zcp_nwot': 226.56117440822356, 'zcp_params': 12508170.0, 'zcp_plain': -0.004442875273525, 'zcp... | |
NASBench101_81196 | NASBench101 | 81196 | 313e3213743de4ff9f8c6b79c599693e | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_917[FLOAT, 128x3x3x3]
%onnx::Conv_918[FLOAT, 128]
%onnx::Conv_920[FLOAT, 43x128x1x1]
%onnx::Conv_921[FLOAT, 43]
%onnx::Conv_923[FLOAT, 43x43x3x3]
%onnx::Conv_926[FLOAT, 43x128x1x1]
... | val_accuracy | 92.86859 | 1,138,577,024 | 3,811,405 | {'zcp_epe_nas': 59.37466684069385, 'zcp_fisher': 16.299114227294922, 'zcp_flops': 18217232384.0, 'zcp_grad_norm': 84.22758483886719, 'zcp_grasp': 2.9678955078125, 'zcp_jacov': -16.062574213421943, 'zcp_l2_norm': 884.8062744140625, 'zcp_nwot': 218.4225848850312, 'zcp_params': 3811405.0, 'zcp_plain': -0.03076340630650500... | |
NASBench101_141635 | NASBench101 | 141635 | 55aad34b6fff75e466b7718073349001 | 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, 64x64x1x1]
%... | val_accuracy | 90.865386 | 1,257,777,152 | 4,166,026 | {'zcp_epe_nas': 98.61710419580783, 'zcp_fisher': 2125.251708984375, 'zcp_flops': 20124434432.0, 'zcp_grad_norm': 807.1246337890625, 'zcp_grasp': -3979.171875, 'zcp_jacov': -16.056521440367412, 'zcp_l2_norm': 843.5538330078125, 'zcp_nwot': 224.30319666685583, 'zcp_params': 4166026.0, 'zcp_plain': 0.199684664607048, 'zcp... | |
NASBench101_230401 | NASBench101 | 230401 | 8b807ff12b9aeb0531ec4a4586c90028 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_707[FLOAT, 128x3x3x3]
%onnx::Conv_708[FLOAT, 128]
%onnx::Conv_710[FLOAT, 43x128x1x1]
%onnx::Conv_711[FLOAT, 43]
%onnx::Conv_713[FLOAT, 43x43x1x1]
%onnx::Conv_716[FLOAT, 43x43x1x1]
%... | val_accuracy | 87.159455 | 205,903,104 | 650,001 | {'zcp_epe_nas': 177.22599100425668, 'zcp_fisher': 24.504596710205078, 'zcp_flops': 3294449664.0, 'zcp_grad_norm': 86.85961151123047, 'zcp_grasp': -9.3388671875, 'zcp_jacov': -16.049953278702645, 'zcp_l2_norm': 563.919677734375, 'zcp_nwot': 212.86450950463583, 'zcp_params': 650001.0, 'zcp_plain': 0.195755511522293, 'zcp... | |
NASBench101_383331 | NASBench101 | 383331 | e7beb2dc3373d77485108bf4396014eb | 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, 64x64x3x3]
%... | val_accuracy | 91.616589 | 3,089,246,208 | 10,443,786 | {'zcp_epe_nas': 77.52990255569122, 'zcp_fisher': 458.829345703125, 'zcp_flops': 49427939328.0, 'zcp_grad_norm': 421.7750244140625, 'zcp_grasp': -2750.1796875, 'zcp_jacov': -16.06359036972828, 'zcp_l2_norm': 1144.09521484375, 'zcp_nwot': 226.52516864276507, 'zcp_params': 10443786.0, 'zcp_plain': 0.036086849868297, 'zcp_... | |
NASBench101_104978 | NASBench101 | 104978 | 3f7cad7a65d495a956655e43d7031f1a | 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 | 91.566509 | 9,000,200,192 | 30,515,338 | {'zcp_epe_nas': 74.76765670290578, 'zcp_fisher': 81.62959289550781, 'zcp_flops': 144003203072.0, 'zcp_grad_norm': 136.919921875, 'zcp_grasp': -4.0472412109375, 'zcp_jacov': -16.053714055957933, 'zcp_l2_norm': 1226.2647705078125, 'zcp_nwot': 234.05374862993585, 'zcp_params': 30515338.0, 'zcp_plain': 0.005808952264487, '... | |
NASBench101_306570 | NASBench101 | 306570 | b97a494ee1be298c9a532376ba65cf1b | 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, 128x128x3x3]
%onnx::Conv_887[FLOAT, 128x128x1x1]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 89.673477 | 9,033,754,624 | 30,679,178 | {'zcp_epe_nas': 64.38846222593094, 'zcp_fisher': 2975.37060546875, 'zcp_flops': 144540073984.0, 'zcp_grad_norm': 902.4376220703125, 'zcp_grasp': -1048.2578125, 'zcp_jacov': -16.0545263303967, 'zcp_l2_norm': 1242.6658935546875, 'zcp_nwot': 234.88619521888353, 'zcp_params': 30679178.0, 'zcp_plain': 0.032730065286159, 'zc... | |
NASBench101_329568 | NASBench101 | 329568 | c75a7795098117b0e1a8b0f4be1df509 | 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, 128x128x1x1]
%onnx::Conv_740[FLOAT, 128x128x1x1]
%onnx::Conv_743[FLOAT, 128x128x3x3]
%onnx::Conv_746[FLOAT, 12... | val_accuracy | 90.004009 | 6,310,340,608 | 21,384,074 | {'zcp_epe_nas': 106.69351882315107, 'zcp_fisher': 512.6436767578125, 'zcp_flops': 100965449728.0, 'zcp_grad_norm': 309.2159118652344, 'zcp_grasp': -57.8818359375, 'zcp_jacov': -16.04796333847918, 'zcp_l2_norm': 1030.8427734375, 'zcp_nwot': 231.8181965202962, 'zcp_params': 21384074.0, 'zcp_plain': 0.021697005257010002, ... | |
NASBench101_32234 | NASBench101 | 32234 | 137c3e0a1c3374b0fa79c2fff192e456 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_764[FLOAT, 128x3x3x3]
%onnx::Conv_765[FLOAT, 128]
%onnx::Conv_767[FLOAT, 43x128x1x1]
%onnx::Conv_768[FLOAT, 43]
%onnx::Conv_770[FLOAT, 43x43x3x3]
%onnx::Conv_773[FLOAT, 43x43x1x1]
%... | val_accuracy | 89.002407 | 478,712,448 | 1,575,993 | {'zcp_epe_nas': 97.30972692263835, 'zcp_fisher': 444.51300048828125, 'zcp_flops': 7659399168.0, 'zcp_grad_norm': 347.09783935546875, 'zcp_grasp': -176.6953125, 'zcp_jacov': -16.039328338989776, 'zcp_l2_norm': 565.3133544921875, 'zcp_nwot': 212.85005296386615, 'zcp_params': 1575993.0, 'zcp_plain': 0.045692212879657, 'zc... | |
NASBench101_32557 | NASBench101 | 32557 | 13b3fee793701e020dfaad4a7ae4e3be | 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, 128x128x1x1]
%onnx::Conv_893[FLOAT, 128x128x3x3]
%onnx::Conv_896[FLOAT, 128x128x1x1]
%onnx::Conv_899[FLOAT, 12... | val_accuracy | 90.424681 | 6,617,835,520 | 22,421,642 | {'zcp_epe_nas': 73.15112950424812, 'zcp_fisher': 1037.6669921875, 'zcp_flops': 105885368320.0, 'zcp_grad_norm': 569.8165283203125, 'zcp_grasp': 105.70703125, 'zcp_jacov': -16.054430299127677, 'zcp_l2_norm': 1242.1318359375, 'zcp_nwot': 235.11460609495919, 'zcp_params': 22421642.0, 'zcp_plain': 0.082481913268566, 'zcp_s... | |
NASBench101_139073 | NASBench101 | 139073 | 5415e4056f1f90c766794109b8c181af | 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 | 91.30609 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 103.38555020113932, 'zcp_fisher': 6.001900196075439, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 48.1158447265625, 'zcp_grasp': -4.1314697265625, 'zcp_jacov': -16.07848864172837, 'zcp_l2_norm': 890.65771484375, 'zcp_nwot': 221.71401442446802, 'zcp_params': 3905290.0, 'zcp_plain': 0.096843361854553, 'zc... | |
NASBench101_152100 | NASBench101 | 152100 | 5c06fce6f856ee0b7edd0dea203ec7c9 | 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 | 91.50641 | 2,485,266,432 | 8,379,402 | {'zcp_epe_nas': 108.0684041623584, 'zcp_fisher': 344.4123229980469, 'zcp_flops': 39764262912.0, 'zcp_grad_norm': 418.4363098144531, 'zcp_grasp': -583.728515625, 'zcp_jacov': -16.060345809794214, 'zcp_l2_norm': 1143.77099609375, 'zcp_nwot': 226.8086738609422, 'zcp_params': 8379402.0, 'zcp_plain': 0.01895147934556, 'zcp_... | |
NASBench101_338150 | NASBench101 | 338150 | cc799f571238f8a6565ba2f8bc70ad3e | 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, 64x128x1x1]
%onnx::Conv_977[FLOAT, 64x64x3x3]
... | val_accuracy | 92.91867 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 85.00869016089688, 'zcp_fisher': 37.601383209228516, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 103.56798553466797, 'zcp_grasp': -25.6058349609375, 'zcp_jacov': -16.062346919190855, 'zcp_l2_norm': 1189.7105712890625, 'zcp_nwot': 226.65051502422386, 'zcp_params': 4426762.0, 'zcp_plain': 0.0092452233657... | |
NASBench101_318138 | NASBench101 | 318138 | c077d496e82b38636e2550199fd7deaf | 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 | 83.433491 | 947,267,584 | 3,059,978 | {'zcp_epe_nas': 59.81095371633932, 'zcp_fisher': 6.5193634033203125, 'zcp_flops': 15156281344.0, 'zcp_grad_norm': 72.0309829711914, 'zcp_grasp': -7.113525390625, 'zcp_jacov': -16.0410654302715, 'zcp_l2_norm': 1339.723876953125, 'zcp_nwot': 231.07632979099105, 'zcp_params': 3059978.0, 'zcp_plain': 0.082052424550056, 'zc... | |
NASBench101_81422 | NASBench101 | 81422 | 315d66d3175d1e4fa6bfd2c63c9d8560 | 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 | 92.267627 | 1,394,747,392 | 4,602,890 | {'zcp_epe_nas': 99.00666268011537, 'zcp_fisher': 12.681732177734375, 'zcp_flops': 22315958272.0, 'zcp_grad_norm': 77.87799835205078, 'zcp_grasp': -15.6483154296875, 'zcp_jacov': -16.056615632026784, 'zcp_l2_norm': 1039.506591796875, 'zcp_nwot': 226.70658349031552, 'zcp_params': 4602890.0, 'zcp_plain': 0.084044374525547... | |
NASBench101_113844 | NASBench101 | 113844 | 44c43a41c2e793d5fd841aa7c1ffc417 | 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 | 88.28125 | 516,827,136 | 1,664,778 | {'zcp_epe_nas': 130.18029132545055, 'zcp_fisher': 24.39483642578125, 'zcp_flops': 8269234176.0, 'zcp_grad_norm': 111.44277954101562, 'zcp_grasp': 27.106689453125, 'zcp_jacov': -16.039562438221086, 'zcp_l2_norm': 845.0359497070312, 'zcp_nwot': 222.17654560092902, 'zcp_params': 1664778.0, 'zcp_plain': -0.037872496992349,... | |
NASBench101_369219 | NASBench101 | 369219 | df4191baa589e8fa7e7be9e5493c668f | 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, 64x64x1x1]
%onnx::Conv_842[FLOAT, 64x128x1x1]
... | val_accuracy | 91.696715 | 1,257,777,152 | 4,166,026 | {'zcp_epe_nas': 86.50102794161742, 'zcp_fisher': 16.209075927734375, 'zcp_flops': 20124434432.0, 'zcp_grad_norm': 97.68482208251953, 'zcp_grasp': -21.0438232421875, 'zcp_jacov': -16.066349342938555, 'zcp_l2_norm': 1040.7274169921875, 'zcp_nwot': 224.5839000104828, 'zcp_params': 4166026.0, 'zcp_plain': 0.078624911606311... | |
NASBench101_65036 | NASBench101 | 65036 | 2777d15efdb2babf660108adf41b5c58 | 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, 43x43x1x1]
%onnx::Conv_968[FLOAT, 43x43x3x3]
%... | val_accuracy | 91.536456 | 812,675,712 | 2,716,227 | {'zcp_epe_nas': 93.55172807748448, 'zcp_fisher': 95.31998443603516, 'zcp_flops': 13002811392.0, 'zcp_grad_norm': 191.43899536132812, 'zcp_grasp': -993.6650390625, 'zcp_jacov': -16.08364819566828, 'zcp_l2_norm': 810.5467529296875, 'zcp_nwot': 218.74078197594872, 'zcp_params': 2716227.0, 'zcp_plain': 0.043808504939079, '... | |
NASBench101_377132 | NASBench101 | 377132 | e4042abdea00aaa098457070d54be31b | 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, 64x128x1x1]
%onnx::Conv_873[FLOAT, 64]
%onnx::Conv_875[FLOAT, 64x64x3x3]
%onnx::Conv_878[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.888623 | 2,407,016,448 | 8,118,666 | {'zcp_epe_nas': 114.81585153961089, 'zcp_fisher': 66.60387420654297, 'zcp_flops': 38512263168.0, 'zcp_grad_norm': 161.3513641357422, 'zcp_grasp': -70.614501953125, 'zcp_jacov': -16.054113595029275, 'zcp_l2_norm': 993.9386596679688, 'zcp_nwot': 224.18119603692992, 'zcp_params': 8118666.0, 'zcp_plain': -0.006612273864448... | |
NASBench101_398373 | NASBench101 | 398373 | f0d03f44f59deebf80dc4e84c76e120d | 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 | 90.925479 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 62.22049576479043, 'zcp_fisher': 152.74671936035156, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 198.94229125976562, 'zcp_grasp': -190.5869140625, 'zcp_jacov': -16.059743020507074, 'zcp_l2_norm': 648.3851928710938, 'zcp_nwot': 218.06456804467592, 'zcp_params': 5356682.0, 'zcp_plain': 0.029275018721818,... | |
NASBench101_209425 | NASBench101 | 209425 | 7ed2bcc2439f29db8182c9e454e5d3de | 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, 64x64x1x1]
%... | val_accuracy | 94.180691 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 103.99054967153847, 'zcp_fisher': 6.597118377685547, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 66.68701171875, 'zcp_grasp': -2.31390380859375, 'zcp_jacov': -16.038920064654146, 'zcp_l2_norm': 993.5140380859375, 'zcp_nwot': 224.55869250153017, 'zcp_params': 6054282.0, 'zcp_plain': 0.004274337552487, '... | |
NASBench101_409862 | NASBench101 | 409862 | f7a8a8136a781a73ac076f60d0a3db67 | 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 | 86.748797 | 1,478,502,400 | 4,869,002 | {'zcp_epe_nas': 69.69372010870278, 'zcp_fisher': 540.3198852539062, 'zcp_flops': 23656038400.0, 'zcp_grad_norm': 482.43023681640625, 'zcp_grasp': -447.59765625, 'zcp_jacov': -16.0578440337357, 'zcp_l2_norm': 1031.0784912109375, 'zcp_nwot': 232.77690934988692, 'zcp_params': 4869002.0, 'zcp_plain': 0.207807168364524, 'zc... | |
NASBench101_328149 | NASBench101 | 328149 | c67e369094ad9fd99cbcb71dbe79c325 | 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, 128x128x1x1]
%onnx::Conv_881[FLOAT, 12... | val_accuracy | 89.372998 | 1,718,888,448 | 5,578,890 | {'zcp_epe_nas': 105.84909928692934, 'zcp_fisher': 45.369667053222656, 'zcp_flops': 27502215168.0, 'zcp_grad_norm': 167.47811889648438, 'zcp_grasp': -144.6318359375, 'zcp_jacov': -16.05087920428735, 'zcp_l2_norm': 1210.94580078125, 'zcp_nwot': 235.0375253280964, 'zcp_params': 5578890.0, 'zcp_plain': 0.298750042915344, '... | |
NASBench101_348071 | NASBench101 | 348071 | d26f159c09dc45965f1c3795a78a4c8b | 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, 128x128x1x1]
%onnx::Conv_761[FLOAT, 128x128x3x3]
%onnx::Conv_764[FLOAT, 12... | val_accuracy | 92.658252 | 6,276,786,176 | 21,220,234 | {'zcp_epe_nas': 99.52245551658947, 'zcp_fisher': 25.33552360534668, 'zcp_flops': 100428578816.0, 'zcp_grad_norm': 79.34992980957031, 'zcp_grasp': 0.8277893066406251, 'zcp_jacov': -16.035340330992987, 'zcp_l2_norm': 1014.9627075195312, 'zcp_nwot': 231.6001377974668, 'zcp_params': 21220234.0, 'zcp_plain': -0.023040402680... | |
NASBench101_308938 | NASBench101 | 308938 | baef90af03a27735b4bcca2a2a26f189 | 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, 64x64x3x3]
%onnx::Conv_797[FLOAT, 64x64x1x1]
%... | val_accuracy | 90.124196 | 1,062,086,656 | 3,553,034 | {'zcp_epe_nas': 78.80252475647127, 'zcp_fisher': 964.2592163085938, 'zcp_flops': 16993386496.0, 'zcp_grad_norm': 566.166748046875, 'zcp_grasp': 2116.0625, 'zcp_jacov': -16.043124756383985, 'zcp_l2_norm': 797.5904541015625, 'zcp_nwot': 221.94489815791297, 'zcp_params': 3553034.0, 'zcp_plain': 0.118569374084472, 'zcp_sni... | |
NASBench101_221759 | NASBench101 | 221759 | 8667ad493b47636556faf5780f4127a3 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_641[FLOAT, 128x3x3x3]
%onnx::Conv_642[FLOAT, 128]
%onnx::Conv_644[FLOAT, 43x128x1x1]
%onnx::Conv_645[FLOAT, 43]
%onnx::Conv_647[FLOAT, 43x43x3x3]
%onnx::Conv_650[FLOAT, 43x43x1x1]
%... | val_accuracy | 88.161057 | 442,915,584 | 1,458,735 | {'zcp_epe_nas': 106.54811663826356, 'zcp_fisher': 87.84378051757812, 'zcp_flops': 7086649344.0, 'zcp_grad_norm': 153.44192504882812, 'zcp_grasp': -10.830078125, 'zcp_jacov': -16.05019900077642, 'zcp_l2_norm': 444.1602783203125, 'zcp_nwot': 208.7444859308865, 'zcp_params': 1458735.0, 'zcp_plain': 0.065702982246875, 'zcp... | |
NASBench101_195020 | NASBench101 | 195020 | 76001848151ff6e2dbfe5476de27e6c0 | 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, 64x64x1x1]
... | val_accuracy | 92.207533 | 1,861,756,928 | 6,230,410 | {'zcp_epe_nas': 183.805501816269, 'zcp_fisher': 6.12801456451416, 'zcp_flops': 29788110848.0, 'zcp_grad_norm': 49.35067367553711, 'zcp_grasp': -4.141983032226562, 'zcp_jacov': -16.06148271350019, 'zcp_l2_norm': 1040.2789306640625, 'zcp_nwot': 223.73523700612486, 'zcp_params': 6230410.0, 'zcp_plain': 0.19036060571670502... | |
NASBench101_165951 | NASBench101 | 165951 | 647ce0a06c588a79a6185486c8555cd5 | 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, 64x64x3x3]
%... | val_accuracy | 93.139023 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 194.70941234315382, 'zcp_fisher': 40.26560974121094, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 123.34843444824219, 'zcp_grasp': 16.163330078125, 'zcp_jacov': -16.057991693472207, 'zcp_l2_norm': 993.7973022460938, 'zcp_nwot': 224.61760640962567, 'zcp_params': 6054282.0, 'zcp_plain': 0.0404920093715190... | |
NASBench101_129003 | NASBench101 | 129003 | 4dfbf410495a5692aa5a263940b7b2b0 | 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, 64x128x1x1]
... | val_accuracy | 91.326123 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 119.10613789632905, 'zcp_fisher': 24.9310302734375, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 108.70372772216797, 'zcp_grasp': -20.4010009765625, 'zcp_jacov': -16.06098094999867, 'zcp_l2_norm': 843.3694458007812, 'zcp_nwot': 221.2908888040246, 'zcp_params': 5793546.0, 'zcp_plain': -0.0028881977777920... | |
NASBench101_276782 | NASBench101 | 276782 | a78b29122b415351d81bdc3c0eeb6ec7 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_689[FLOAT, 128x3x3x3]
%onnx::Conv_690[FLOAT, 128]
%onnx::Conv_692[FLOAT, 64x128x1x1]
%onnx::Conv_693[FLOAT, 64]
%onnx::Conv_695[FLOAT, 64x64x1x1]
%onnx::Conv_698[FLOAT, 64x64x1x1]
%... | val_accuracy | 84.435093 | 983,836,672 | 3,292,298 | {'zcp_epe_nas': 60.41912038070746, 'zcp_fisher': 13981.876953125, 'zcp_flops': 15741386752.0, 'zcp_grad_norm': 1921.7037353515625, 'zcp_grasp': 529.5625, 'zcp_jacov': -16.05187557045464, 'zcp_l2_norm': 648.1619873046875, 'zcp_nwot': 218.82572937265175, 'zcp_params': 3292298.0, 'zcp_plain': 0.15046161413192702, 'zcp_sni... | |
NASBench101_395282 | NASBench101 | 395282 | eef045cc37079fb2aa7944d72337f77a | 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, 128x128x3x3]
%onnx::Conv_656[FLOAT, 12... | val_accuracy | 90.594953 | 8,452,319,232 | 28,767,882 | {'zcp_epe_nas': 103.51241020664337, 'zcp_fisher': 482.5809020996094, 'zcp_flops': 135237107712.0, 'zcp_grad_norm': 319.0376281738281, 'zcp_grasp': -99.63671875, 'zcp_jacov': -16.04793320678476, 'zcp_l2_norm': 834.4367065429688, 'zcp_nwot': 228.2776460053401, 'zcp_params': 28767882.0, 'zcp_plain': 0.02226535603404, 'zcp... | |
NASBench101_419528 | NASBench101 | 419528 | fd849253251fd04b7c322b5dba32ea97 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_920[FLOAT, 128x3x3x3]
%onnx::Conv_921[FLOAT, 128]
%onnx::Conv_923[FLOAT, 43x128x1x1]
%onnx::Conv_924[FLOAT, 43]
%onnx::Conv_926[FLOAT, 43x43x3x3]
%onnx::Conv_929[FLOAT, 43x43x1x1]
%... | val_accuracy | 90.72516 | 605,088,896 | 1,983,028 | {'zcp_epe_nas': 85.80744262846602, 'zcp_fisher': 122.41560363769531, 'zcp_flops': 9681422336.0, 'zcp_grad_norm': 189.51837158203125, 'zcp_grasp': -51.53515625, 'zcp_jacov': -16.05380136076689, 'zcp_l2_norm': 884.4755249023438, 'zcp_nwot': 218.47082643112898, 'zcp_params': 1983028.0, 'zcp_plain': 0.022458918392658, 'zcp... | |
NASBench101_286649 | NASBench101 | 286649 | ad82e2d2ba416b6cb11886f3dbebe4c6 | 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 | 92.938703 | 1,199,056,896 | 3,989,898 | {'zcp_epe_nas': 90.91290457401392, 'zcp_fisher': 4.6619791984558105, 'zcp_flops': 19184910336.0, 'zcp_grad_norm': 44.73528289794922, 'zcp_grasp': -2.342864990234375, 'zcp_jacov': -16.054764297125907, 'zcp_l2_norm': 994.6375732421875, 'zcp_nwot': 224.60001583484794, 'zcp_params': 3989898.0, 'zcp_plain': -0.0267695765942... | |
NASBench101_30763 | NASBench101 | 30763 | 12982afffa86e445232d009e80992f8f | 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, 64x128x1x1]
%onnx::Conv_873[FLOAT, 64]
%onnx::Conv_875[FLOAT, 64x64x3x3]
%onnx::Conv_878[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.518032 | 2,952,275,968 | 10,006,922 | {'zcp_epe_nas': 105.25705700525673, 'zcp_fisher': 206.3215789794922, 'zcp_flops': 47236415488.0, 'zcp_grad_norm': 259.77001953125, 'zcp_grasp': -46.00048828125, 'zcp_jacov': -16.065389340471953, 'zcp_l2_norm': 949.2301635742188, 'zcp_nwot': 224.42928550804137, 'zcp_params': 10006922.0, 'zcp_plain': -0.02419100888073400... | |
NASBench101_395023 | NASBench101 | 395023 | eecc109c2f56c65b0229502cecbb22c1 | 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 | 91.887021 | 1,940,006,912 | 6,491,146 | {'zcp_epe_nas': 101.96734592142172, 'zcp_fisher': 76.94407653808594, 'zcp_flops': 31040110592.0, 'zcp_grad_norm': 201.65077209472656, 'zcp_grasp': 13.62109375, 'zcp_jacov': -16.05897014585873, 'zcp_l2_norm': 1189.181884765625, 'zcp_nwot': 226.9178436136664, 'zcp_params': 6491146.0, 'zcp_plain': 0.024378342553973, 'zcp_... | |
NASBench101_137435 | NASBench101 | 137435 | 5313e32bbc04c4dd2a3039af9ab2c95e | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_854[FLOAT, 128x3x3x3]
%onnx::Conv_855[FLOAT, 128]
%onnx::Conv_857[FLOAT, 43x128x1x1]
%onnx::Conv_858[FLOAT, 43]
%onnx::Conv_860[FLOAT, 43x43x3x3]
%onnx::Conv_863[FLOAT, 43x43x3x3]
%... | val_accuracy | 90.414661 | 1,047,049,344 | 3,519,819 | {'zcp_epe_nas': 77.16009557120772, 'zcp_fisher': 1333.966552734375, 'zcp_flops': 16752789504.0, 'zcp_grad_norm': 709.0953369140625, 'zcp_grasp': -2289.3984375, 'zcp_jacov': -16.048239516788737, 'zcp_l2_norm': 687.7725830078125, 'zcp_nwot': 215.8646681926071, 'zcp_params': 3519819.0, 'zcp_plain': 0.032738085836172, 'zcp... | |
NASBench101_350047 | NASBench101 | 350047 | d39c41014c3df161daf01196feaeead3 | 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, 64x64x1x1]
%... | val_accuracy | 88.641828 | 790,767,616 | 2,538,506 | {'zcp_epe_nas': 79.49430964788753, 'zcp_fisher': 239.42996215820312, 'zcp_flops': 12652281856.0, 'zcp_grad_norm': 351.2541809082031, 'zcp_grasp': -426.53515625, 'zcp_jacov': -16.044354474084358, 'zcp_l2_norm': 1039.913330078125, 'zcp_nwot': 226.68799276869598, 'zcp_params': 2538506.0, 'zcp_plain': 0.062441427260637006,... | |
NASBench101_160106 | NASBench101 | 160106 | 60e862e1fb1ab177932a62688071cc38 | 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, 128x128x3x3]
%onnx::Conv_887[FLOAT, 128x128x1x1]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 89.993989 | 9,033,754,624 | 30,679,178 | {'zcp_epe_nas': 159.95984943200028, 'zcp_fisher': 1662.44140625, 'zcp_flops': 144540073984.0, 'zcp_grad_norm': 755.27734375, 'zcp_grasp': -604.44140625, 'zcp_jacov': -16.057005530493214, 'zcp_l2_norm': 1242.494140625, 'zcp_nwot': 234.87053987518294, 'zcp_params': 30679178.0, 'zcp_plain': 0.007008115760982, 'zcp_snip': ... | |
NASBench101_343154 | NASBench101 | 343154 | cf6ba3aa81724b7a3c09608d1fa6f0ce | 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, 64x64x1x1]
%... | val_accuracy | 88.321316 | 1,062,086,656 | 3,553,034 | {'zcp_epe_nas': 114.58603303094884, 'zcp_fisher': 161.27691650390625, 'zcp_flops': 16993386496.0, 'zcp_grad_norm': 270.1221618652344, 'zcp_grasp': -139.7724609375, 'zcp_jacov': -16.068052313894377, 'zcp_l2_norm': 797.78466796875, 'zcp_nwot': 221.81149905805134, 'zcp_params': 3553034.0, 'zcp_plain': 0.045235518366098, '... | |
NASBench101_327725 | NASBench101 | 327725 | c63c45b385e56da84884444170fdcfe5 | 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, 128x128x3x3]
%onnx::Conv_770[FLOAT, 128x128x1x1]
%onnx::Conv_773[FLOAT, 12... | val_accuracy | 90.805286 | 6,343,895,040 | 21,547,914 | {'zcp_epe_nas': 62.22858270258075, 'zcp_fisher': 1150.5352783203125, 'zcp_flops': 101502320640.0, 'zcp_grad_norm': 513.8575439453125, 'zcp_grasp': 974.94140625, 'zcp_jacov': -16.046027496640583, 'zcp_l2_norm': 1046.9886474609375, 'zcp_nwot': 232.07302337511294, 'zcp_params': 21547914.0, 'zcp_plain': 0.003845396451652, ... | |
NASBench101_100611 | NASBench101 | 100611 | 3ce6f72ba33bea9f9cc4fe3cad8fcf5a | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_923[FLOAT, 128x3x3x3]
%onnx::Conv_924[FLOAT, 128]
%onnx::Conv_926[FLOAT, 43x128x1x1]
%onnx::Conv_927[FLOAT, 43]
%onnx::Conv_929[FLOAT, 43x43x1x1]
%onnx::Conv_932[FLOAT, 43x43x1x1]
%... | val_accuracy | 83.804089 | 334,175,744 | 1,060,654 | {'zcp_epe_nas': 117.19607808046865, 'zcp_fisher': 478.8730163574219, 'zcp_flops': 5346811904.0, 'zcp_grad_norm': 432.42596435546875, 'zcp_grasp': 5469.00390625, 'zcp_jacov': -16.039332931567053, 'zcp_l2_norm': 884.2429809570312, 'zcp_nwot': 218.9372481349157, 'zcp_params': 1060654.0, 'zcp_plain': 0.10412775725126201, '... | |
NASBench101_91752 | NASBench101 | 91752 | 37822e7e8516cff14fa75381206cf871 | 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, 128x128x3x3]
%onnx::Conv_986[FLOAT, 128x128x1x1]
%onnx::Conv_989[FLOAT, 12... | val_accuracy | 93.820113 | 6,925,330,432 | 23,459,210 | {'zcp_epe_nas': 153.00551750459326, 'zcp_fisher': 185.3252410888672, 'zcp_flops': 110805286912.0, 'zcp_grad_norm': 269.7873229980469, 'zcp_grasp': -133.0556640625, 'zcp_jacov': -16.06133224209019, 'zcp_l2_norm': 1454.124755859375, 'zcp_nwot': 237.59575881065572, 'zcp_params': 23459210.0, 'zcp_plain': 0.04649469256401, ... | |
NASBench101_87634 | NASBench101 | 87634 | 35167bdc263fdd933e08eb9bf81e6f75 | 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, 64x64x1x1]
%onnx::Conv_869[FLOAT, 64x64x1x1]
%... | val_accuracy | 90.835339 | 1,394,747,392 | 4,602,890 | {'zcp_epe_nas': 80.03645057587917, 'zcp_fisher': 53.134220123291016, 'zcp_flops': 22315958272.0, 'zcp_grad_norm': 173.08282470703125, 'zcp_grasp': -369.619384765625, 'zcp_jacov': -16.054646390415037, 'zcp_l2_norm': 1040.6201171875, 'zcp_nwot': 226.79337412822477, 'zcp_params': 4602890.0, 'zcp_plain': 0.303602337837219,... | |
NASBench101_317710 | NASBench101 | 317710 | c03933a50dd8e2866a656b586504e1ec | 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 | 93.06891 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 136.8564585185963, 'zcp_fisher': 61.37105941772461, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 142.88699340820312, 'zcp_grasp': -90.43994140625, 'zcp_jacov': -16.055249344799986, 'zcp_l2_norm': 1191.2098388671875, 'zcp_nwot': 227.15850876445415, 'zcp_params': 4426762.0, 'zcp_plain': 0.0290247537195680... | |
NASBench101_11926 | NASBench101 | 11926 | 07292dd8e10d6350a82eed33b4e3bc99 | 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, 128x128x1x1]
%onnx::Conv_776[FLOAT, 128x128x3x3]
%onnx::Conv_779[FLOAT, 128x128x1x1]
%onnx::Conv_782[FLOAT, 12... | val_accuracy | 93.299282 | 3,860,867,072 | 12,962,698 | {'zcp_epe_nas': 60.539545267676736, 'zcp_fisher': 21.33686065673828, 'zcp_flops': 61773873152.0, 'zcp_grad_norm': 77.65899658203125, 'zcp_grasp': 1.131103515625, 'zcp_jacov': -16.050970145049583, 'zcp_l2_norm': 1014.81494140625, 'zcp_nwot': 232.22665709117535, 'zcp_params': 12962698.0, 'zcp_plain': 0.038503225892782, '... | |
NASBench101_208122 | NASBench101 | 208122 | 7e04986d2695df3ea402677c9224d246 | 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, 64x64x3x3]
%onnx::Conv_662[FLOAT, 64x128x1x1]
... | val_accuracy | 91.997194 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 105.0099501706971, 'zcp_fisher': 4.919593334197998, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 40.4882926940918, 'zcp_grasp': -1.258941650390625, 'zcp_jacov': -16.053168126317388, 'zcp_l2_norm': 694.9932861328125, 'zcp_nwot': 217.9950446674384, 'zcp_params': 3468426.0, 'zcp_plain': 0.015311849303543, ... | |
NASBench101_46878 | NASBench101 | 46878 | 1c6bef6ec87db1dcbf80cd8d5ce8101f | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_764[FLOAT, 128x3x3x3]
%onnx::Conv_765[FLOAT, 128]
%onnx::Conv_767[FLOAT, 43x128x1x1]
%onnx::Conv_768[FLOAT, 43]
%onnx::Conv_770[FLOAT, 43x43x3x3]
%onnx::Conv_773[FLOAT, 43x43x3x3]
%... | val_accuracy | 90.214342 | 1,011,521,280 | 3,403,080 | {'zcp_epe_nas': 64.51415250199021, 'zcp_fisher': 609.0062866210938, 'zcp_flops': 16184340480.0, 'zcp_grad_norm': 421.68511962890625, 'zcp_grasp': -734.642578125, 'zcp_jacov': -16.05113672198526, 'zcp_l2_norm': 566.2583618164062, 'zcp_nwot': 212.5206310504442, 'zcp_params': 3403080.0, 'zcp_plain': 0.10394362360239001, '... | |
NASBench101_210386 | NASBench101 | 210386 | 7f677fe9d5269c162dbc937bdfbda150 | 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, 64x64x3x3]
%... | val_accuracy | 91.887021 | 1,881,286,656 | 6,315,018 | {'zcp_epe_nas': 155.56902284122827, 'zcp_fisher': 151.89002990722656, 'zcp_flops': 30100586496.0, 'zcp_grad_norm': 231.8203125, 'zcp_grasp': -246.09423828125, 'zcp_jacov': -16.063081047419608, 'zcp_l2_norm': 1143.851318359375, 'zcp_nwot': 226.96970159589486, 'zcp_params': 6315018.0, 'zcp_plain': 0.0029844800010320003, ... | |
NASBench101_301901 | NASBench101 | 301901 | b6a6d16999da976a105a35d2045db8c1 | 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, 128x128x1x1]
%onnx::Conv_992[FLOAT, 128x128x1x1]
%onnx::Conv_995[FLOAT, 128x128x1x1]
%onnx::Conv_998[FLOAT, 12... | val_accuracy | 92.728364 | 6,891,776,000 | 23,295,370 | {'zcp_epe_nas': 108.99356404672827, 'zcp_fisher': 49.48069763183594, 'zcp_flops': 110268416000.0, 'zcp_grad_norm': 123.05355072021484, 'zcp_grasp': -9.4947509765625, 'zcp_jacov': -16.061955617152726, 'zcp_l2_norm': 1438.0460205078125, 'zcp_nwot': 236.59989752495062, 'zcp_params': 23295370.0, 'zcp_plain': 0.031601447612... | |
NASBench101_19587 | NASBench101 | 19587 | 0bd9c9fc25ce3d920e6202d28460dfa1 | 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, 43x128x1x1]
%onnx::Conv_855[FLOAT, 43]
%onnx::Conv_857[FLOAT, 43x43x1x1]
%onnx::Conv_860[FLOAT, 43x43x1x1]
%... | val_accuracy | 83.333331 | 241,699,968 | 767,259 | {'zcp_epe_nas': 82.76805177898197, 'zcp_fisher': 285.3648681640625, 'zcp_flops': 3867199488.0, 'zcp_grad_norm': 310.8829650878906, 'zcp_grasp': 443.673828125, 'zcp_jacov': -16.049570132656168, 'zcp_l2_norm': 688.0625, 'zcp_nwot': 216.0049195199341, 'zcp_params': 767259.0, 'zcp_plain': 0.035800464451313005, 'zcp_snip': ... | |
NASBench101_403651 | NASBench101 | 403651 | f4034188e6d9a0d15fb96a9f55840c6e | 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 | 93.469554 | 4,475,856,896 | 15,037,834 | {'zcp_epe_nas': 111.82997092003701, 'zcp_fisher': 15.168363571166992, 'zcp_flops': 71613710336.0, 'zcp_grad_norm': 86.2082290649414, 'zcp_grasp': -0.75897216796875, 'zcp_jacov': -16.045108796620855, 'zcp_l2_norm': 1438.7437744140625, 'zcp_nwot': 237.66457488954842, 'zcp_params': 15037834.0, 'zcp_plain': 0.0319899618625... | |
NASBench101_46842 | NASBench101 | 46842 | 1c67a07eba1fc2d03309a7660a0fc960 | 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, 128x128x1x1]
%onnx::Conv_893[FLOAT, 128x128x3x3]
%onnx::Conv_896[FLOAT, 128x128x3x3]
%onnx::Conv_899[FLOAT, 12... | val_accuracy | 91.656649 | 6,617,835,520 | 22,421,642 | {'zcp_epe_nas': 110.75050056005705, 'zcp_fisher': 296.7911682128906, 'zcp_flops': 105885368320.0, 'zcp_grad_norm': 295.7952575683594, 'zcp_grasp': 162.9658203125, 'zcp_jacov': -16.05041608029591, 'zcp_l2_norm': 1242.75244140625, 'zcp_nwot': 235.25060232929533, 'zcp_params': 22421642.0, 'zcp_plain': 0.012522006407380002... | |
NASBench101_34606 | NASBench101 | 34606 | 14f856382a80283094f5790a919b404c | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_947[FLOAT, 128x3x3x3]
%onnx::Conv_948[FLOAT, 128]
%onnx::Conv_950[FLOAT, 43x128x1x1]
%onnx::Conv_951[FLOAT, 43]
%onnx::Conv_953[FLOAT, 43x43x3x3]
%onnx::Conv_956[FLOAT, 43x43x1x1]
%... | val_accuracy | 92.96875 | 1,197,073,152 | 3,937,068 | {'zcp_epe_nas': 81.75492863460124, 'zcp_fisher': 0.647995114326477, 'zcp_flops': 19153170432.0, 'zcp_grad_norm': 20.456031799316406, 'zcp_grasp': -0.9954872131347651, 'zcp_jacov': -16.05497890581792, 'zcp_l2_norm': 1154.959716796875, 'zcp_nwot': 224.32946723317815, 'zcp_params': 3937068.0, 'zcp_plain': 0.02771077863872... | |
NASBench101_89512 | NASBench101 | 89512 | 3632c84529b07064f29ab5e3f47e0e61 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1085[FLOAT, 128x3x3x3]
%onnx::Conv_1086[FLOAT, 128]
%onnx::Conv_1088[FLOAT, 128x128x1x1]
%onnx::Conv_1091[FLOAT, 128x128x3x3]
%onnx::Conv_1094[FLOAT, 128x128x1x1]
%onnx::Conv_1097[FLO... | val_accuracy | 91.726762 | 9,581,635,584 | 32,426,634 | {'zcp_epe_nas': 115.25385626198893, 'zcp_fisher': 645.7891235351562, 'zcp_flops': 153306169344.0, 'zcp_grad_norm': 537.1801147460938, 'zcp_grasp': -160.248046875, 'zcp_jacov': -16.067600260068495, 'zcp_l2_norm': 1634.180908203125, 'zcp_nwot': 239.34585395909454, 'zcp_params': 32426634.0, 'zcp_plain': 0.0046701943501830... | |
NASBench101_81857 | NASBench101 | 81857 | 31a3b2bc31562612ecfc7af923254850 | 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, 43x128x1x1]
%onnx::Conv_783[FLOAT, 43]
%onnx::Conv_785[FLOAT, 43x43x1x1]
%onnx::Conv_788[FLOAT, 43x128x1x1]
... | val_accuracy | 93.129009 | 616,988,544 | 2,024,613 | {'zcp_epe_nas': 115.62794813727052, 'zcp_fisher': 1.600890636444091, 'zcp_flops': 9871816704.0, 'zcp_grad_norm': 27.105213165283203, 'zcp_grasp': -0.85968017578125, 'zcp_jacov': -16.038690669639728, 'zcp_l2_norm': 835.3519287109375, 'zcp_nwot': 215.61049929099696, 'zcp_params': 2024613.0, 'zcp_plain': 0.025988698005676... | |
NASBench101_200836 | NASBench101 | 200836 | 7999837b6379e81398f70e3a83e83c4b | 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 | 92.417866 | 9,307,695,104 | 31,552,906 | {'zcp_epe_nas': 137.45750500820364, 'zcp_fisher': 305.8741149902344, 'zcp_flops': 148923121664.0, 'zcp_grad_norm': 283.8428649902344, 'zcp_grasp': -39.98779296875, 'zcp_jacov': -16.06177654402511, 'zcp_l2_norm': 1438.0244140625, 'zcp_nwot': 236.60366013269098, 'zcp_params': 31552906.0, 'zcp_plain': 0.010039525106549001... | |
NASBench101_157782 | NASBench101 | 157782 | 5f84dfd77b43a31b0433875b65f3e2c9 | 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, 64x64x1x1]
%... | val_accuracy | 91.085738 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 87.2583477875145, 'zcp_fisher': 414.696533203125, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 380.2633361816406, 'zcp_grasp': 513.279296875, 'zcp_jacov': -16.04321363200544, 'zcp_l2_norm': 994.0218505859375, 'zcp_nwot': 224.53176196070453, 'zcp_params': 6054282.0, 'zcp_plain': 0.037870548665523, 'zcp_s... | |
NASBench101_397246 | NASBench101 | 397246 | f020b5b9f0ab1d285dad57ffe42fc412 | 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, 128x128x1x1]
%onnx::Conv_839[FLOAT, 128x128x1x1]
%onnx::Conv_842[FLOAT, 128x128x1x1]
%onnx::Conv_845[FLOAT, 12... | val_accuracy | 92.698318 | 4,201,916,416 | 14,164,106 | {'zcp_epe_nas': 79.90970810637488, 'zcp_fisher': 19.64441680908203, 'zcp_flops': 67230662656.0, 'zcp_grad_norm': 110.40752410888672, 'zcp_grasp': 6.4722900390625, 'zcp_jacov': -16.04146966318232, 'zcp_l2_norm': 1242.6632080078125, 'zcp_nwot': 235.66392437607018, 'zcp_params': 14164106.0, 'zcp_plain': 0.0247881878167390... | |
NASBench101_73401 | NASBench101 | 73401 | 2c8841e2fbdab0dbb72464f96404e332 | 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, 128x128x1x1]
%onnx::Conv_776[FLOAT, 128x128x1x1]
%onnx::Conv_779[FLOAT, 128x128x1x1]
%onnx::Conv_782[FLOAT, 12... | val_accuracy | 90.434694 | 1,444,947,968 | 4,705,162 | {'zcp_epe_nas': 109.0231823227005, 'zcp_fisher': 10.027937889099121, 'zcp_flops': 23119167488.0, 'zcp_grad_norm': 69.82711029052734, 'zcp_grasp': 8.938629150390625, 'zcp_jacov': -16.048280728379645, 'zcp_l2_norm': 1014.49560546875, 'zcp_nwot': 231.82424528049347, 'zcp_params': 4705162.0, 'zcp_plain': -0.095044173300266... | |
NASBench101_286368 | NASBench101 | 286368 | ad5a19b14d6f9a7a7a9b25c390ab1178 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_623[FLOAT, 128x3x3x3]
%onnx::Conv_624[FLOAT, 128]
%onnx::Conv_626[FLOAT, 43x128x1x1]
%onnx::Conv_627[FLOAT, 43]
%onnx::Conv_629[FLOAT, 43x43x1x1]
%onnx::Conv_632[FLOAT, 43x43x3x3]
%... | val_accuracy | 84.895831 | 440,814,336 | 1,454,631 | {'zcp_epe_nas': 73.9697964974459, 'zcp_fisher': 24.88657569885254, 'zcp_flops': 7053029376.0, 'zcp_grad_norm': 89.1434326171875, 'zcp_grasp': 3.1883544921875, 'zcp_jacov': -16.06850627487767, 'zcp_l2_norm': 443.9541015625, 'zcp_nwot': 208.68132358652218, 'zcp_params': 1454631.0, 'zcp_plain': 0.014991002157330001, 'zcp_... | |
NASBench101_322083 | NASBench101 | 322083 | c2e421ebfea145385101aec5541e8719 | 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 | 89.74359 | 3,894,421,504 | 13,126,538 | {'zcp_epe_nas': 138.70605709793307, 'zcp_fisher': 2143.607421875, 'zcp_flops': 62310744064.0, 'zcp_grad_norm': 825.670654296875, 'zcp_grasp': -5828.921875, 'zcp_jacov': -16.067128294778122, 'zcp_l2_norm': 1030.69482421875, 'zcp_nwot': 231.92919033364876, 'zcp_params': 13126538.0, 'zcp_plain': 0.97074955701828, 'zcp_sni... | |
NASBench101_41721 | NASBench101 | 41721 | 194ef765f2e1824b80aa3d29408335b7 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_923[FLOAT, 128x3x3x3]
%onnx::Conv_924[FLOAT, 128]
%onnx::Conv_926[FLOAT, 43x128x1x1]
%onnx::Conv_927[FLOAT, 43]
%onnx::Conv_929[FLOAT, 43x43x1x1]
%onnx::Conv_932[FLOAT, 43x128x1x1]
... | val_accuracy | 90.795273 | 596,814,080 | 1,966,891 | {'zcp_epe_nas': 50.01114750509497, 'zcp_fisher': 280.8094787597656, 'zcp_flops': 9549025280.0, 'zcp_grad_norm': 328.3060302734375, 'zcp_grasp': -210.859375, 'zcp_jacov': -16.055114151354676, 'zcp_l2_norm': 885.1296997070312, 'zcp_nwot': 218.76563431022808, 'zcp_params': 1966891.0, 'zcp_plain': 0.025367895141243, 'zcp_s... | |
NASBench101_92569 | NASBench101 | 92569 | 37fa125a96fa43bf0a8e41c2e23955a3 | 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 | 92.928684 | 2,328,766,464 | 7,857,930 | {'zcp_epe_nas': 101.23732516067827, 'zcp_fisher': 56.411502838134766, 'zcp_flops': 37260263424.0, 'zcp_grad_norm': 128.47189331054688, 'zcp_grasp': -25.0841064453125, 'zcp_jacov': -16.040174163018257, 'zcp_l2_norm': 844.7546997070312, 'zcp_nwot': 221.16189688532157, 'zcp_params': 7857930.0, 'zcp_plain': 0.0011309552937... | |
NASBench101_384489 | NASBench101 | 384489 | e87107283f3ea41ab2e4d891d00ceb1c | 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, 128x128x1x1]
%onnx::Conv_794[FLOAT, 128x128x3x3]
%onnx::Conv_797[FLOAT, 128x128x1x1]
%onnx::Conv_800[FLOAT, 12... | val_accuracy | 90.174282 | 6,276,786,176 | 21,220,234 | {'zcp_epe_nas': 70.68646524540422, 'zcp_fisher': 174.4733428955078, 'zcp_flops': 100428578816.0, 'zcp_grad_norm': 206.12171936035156, 'zcp_grasp': -167.02197265625, 'zcp_jacov': -16.062264494636516, 'zcp_l2_norm': 1014.72412109375, 'zcp_nwot': 232.11250740733757, 'zcp_params': 21220234.0, 'zcp_plain': 0.294000566005706... | |
NASBench101_198529 | NASBench101 | 198529 | 782b8f259237ecdcb5b8d16cb1d7a035 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_572[FLOAT, 128x3x3x3]
%onnx::Conv_573[FLOAT, 128]
%onnx::Conv_575[FLOAT, 64x128x1x1]
%onnx::Conv_576[FLOAT, 64]
%onnx::Conv_578[FLOAT, 64x64x3x3]
%onnx::Conv_581[FLOAT, 64x64x3x3]
%... | val_accuracy | 90.604967 | 1,509,566,464 | 5,095,946 | {'zcp_epe_nas': 85.81681727457038, 'zcp_fisher': 28.214336395263672, 'zcp_flops': 24153063424.0, 'zcp_grad_norm': 76.14891052246094, 'zcp_grasp': -5.82916259765625, 'zcp_jacov': -16.05069492296756, 'zcp_l2_norm': 498.093017578125, 'zcp_nwot': 214.00299809389497, 'zcp_params': 5095946.0, 'zcp_plain': -0.02681521885097, ... | |
NASBench101_11011 | NASBench101 | 11011 | 069c7418eb3ca0db90c91d51cacc5e09 | 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, 128x128x3x3]
%onnx::Conv_887[FLOAT, 128x128x3x3]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 94.350964 | 6,584,281,088 | 22,257,802 | {'zcp_epe_nas': 77.57232720102228, 'zcp_fisher': 14.68697738647461, 'zcp_flops': 105348497408.0, 'zcp_grad_norm': 84.14013671875, 'zcp_grasp': -1.58929443359375, 'zcp_jacov': -16.066097061191634, 'zcp_l2_norm': 1226.908935546875, 'zcp_nwot': 234.9780640085196, 'zcp_params': 22257802.0, 'zcp_plain': 0.019118439406156002... | |
NASBench101_347246 | NASBench101 | 347246 | d1ecf2051ea8ad2292e7c43e7d71acaa | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_563[FLOAT, 128x3x3x3]
%onnx::Conv_564[FLOAT, 128]
%onnx::Conv_566[FLOAT, 64x128x1x1]
%onnx::Conv_567[FLOAT, 64]
%onnx::Conv_569[FLOAT, 64x128x1x1]
%onnx::Conv_572[FLOAT, 64x64x1x1]
... | val_accuracy | 87.219554 | 360,327,168 | 1,143,306 | {'zcp_epe_nas': 121.00912339909644, 'zcp_fisher': 5.443764686584473, 'zcp_flops': 5765234688.0, 'zcp_grad_norm': 39.261009216308594, 'zcp_grasp': 2.137847900390625, 'zcp_jacov': -16.059760158867178, 'zcp_l2_norm': 544.4185791015625, 'zcp_nwot': 213.95790217634277, 'zcp_params': 1143306.0, 'zcp_plain': -0.00144219479989... | |
NASBench101_4924 | NASBench101 | 4924 | 02fd1c8e44b09464647579cddcdeb92c | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_437[FLOAT, 128x3x3x3]
%onnx::Conv_438[FLOAT, 128]
%onnx::Conv_440[FLOAT, 128x128x1x1]
%onnx::Conv_443[FLOAT, 128x128x3x3]
%onnx::Conv_446[FLOAT, 128x128x1x1]
%onnx::Conv_449[FLOAT, 12... | val_accuracy | 88.120991 | 3,005,491,200 | 10,177,674 | {'zcp_epe_nas': 110.25265906516726, 'zcp_fisher': 28.24186897277832, 'zcp_flops': 48087859200.0, 'zcp_grad_norm': 91.04988098144531, 'zcp_grasp': -59.68414306640625, 'zcp_jacov': -16.053511968086255, 'zcp_l2_norm': 410.9571838378906, 'zcp_nwot': 218.00123548219764, 'zcp_params': 10177674.0, 'zcp_plain': 0.1918164193630... | |
NASBench101_318153 | NASBench101 | 318153 | c07971a1ec5178c59031e7ad70f59a55 | 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 | 89.993989 | 1,940,006,912 | 6,491,146 | {'zcp_epe_nas': 107.20604566365022, 'zcp_fisher': 245.7612762451172, 'zcp_flops': 31040110592.0, 'zcp_grad_norm': 321.7863464355469, 'zcp_grasp': -30.3212890625, 'zcp_jacov': -16.04685892927906, 'zcp_l2_norm': 1189.968505859375, 'zcp_nwot': 226.92431119075226, 'zcp_params': 6491146.0, 'zcp_plain': 0.167608007788658, 'z... | |
NASBench101_9900 | NASBench101 | 9900 | 05ec614d3453e248a1bf27bd0ef0fc52 | 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, 128x128x1x1]
%onnx::Conv_893[FLOAT, 128x128x3x3]
%onnx::Conv_896[FLOAT, 128x128x1x1]
%onnx::Conv_899[FLOAT, 12... | val_accuracy | 93.69992 | 9,033,754,624 | 30,679,178 | {'zcp_epe_nas': 76.87873343326245, 'zcp_fisher': 18.927289962768555, 'zcp_flops': 144540073984.0, 'zcp_grad_norm': 89.04021453857422, 'zcp_grasp': -2.97283935546875, 'zcp_jacov': -16.047576777093695, 'zcp_l2_norm': 1242.682861328125, 'zcp_nwot': 235.01086018486964, 'zcp_params': 30679178.0, 'zcp_plain': 0.0394561737775... | |
NASBench101_168552 | NASBench101 | 168552 | 66085e30656b1413aebcd5c948327f10 | 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, 64x64x3x3]
%onnx::Conv_842[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.548078 | 2,407,016,448 | 8,118,666 | {'zcp_epe_nas': 103.42240134751334, 'zcp_fisher': 11.45708179473877, 'zcp_flops': 38512263168.0, 'zcp_grad_norm': 66.09176635742188, 'zcp_grasp': -0.512451171875, 'zcp_jacov': -16.05613288091955, 'zcp_l2_norm': 993.7802124023438, 'zcp_nwot': 223.66518710467386, 'zcp_params': 8118666.0, 'zcp_plain': 0.025981815531849, '... | |
NASBench101_281784 | NASBench101 | 281784 | aa84ac2e042d08ff33f0569fe4aeec44 | 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, 64x128x1x1]
%onnx::Conv_873[FLOAT, 64]
%onnx::Conv_875[FLOAT, 64x64x1x1]
%onnx::Conv_878[FLOAT, 64x128x1x1]
... | val_accuracy | 92.948717 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 97.41264981750838, 'zcp_fisher': 86.99018859863281, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 195.51487731933594, 'zcp_grasp': -7.62451171875, 'zcp_jacov': -16.05133567794546, 'zcp_l2_norm': 993.4900512695312, 'zcp_nwot': 224.68062270384704, 'zcp_params': 6054282.0, 'zcp_plain': 0.0048114499077200005... | |
NASBench101_282144 | NASBench101 | 282144 | aabbfd54e9776125b302ad127f7e04f3 | 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, 43x128x1x1]
%onnx::Conv_792[FLOAT, 43]
%onnx::Conv_794[FLOAT, 43x43x3x3]
%onnx::Conv_797[FLOAT, 43x128x1x1]
... | val_accuracy | 92.758411 | 1,077,874,944 | 3,543,609 | {'zcp_epe_nas': 113.23105396236551, 'zcp_fisher': 4.018138885498047, 'zcp_flops': 17245999104.0, 'zcp_grad_norm': 43.412010192871094, 'zcp_grasp': -6.076095581054687, 'zcp_jacov': -16.073936125209052, 'zcp_l2_norm': 835.6422119140625, 'zcp_nwot': 220.5296668714812, 'zcp_params': 3543609.0, 'zcp_plain': 0.11766301095485... | |
NASBench101_294405 | NASBench101 | 294405 | b2394dd6d0f37f1ce3f0caee5fe81712 | 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, 128x128x1x1]
%onnx::Conv_761[FLOAT, 128x128x1x1]
%onnx::Conv_764[FLOAT, 12... | val_accuracy | 92.758411 | 3,860,867,072 | 12,962,698 | {'zcp_epe_nas': 107.11778051702167, 'zcp_fisher': 5.6662678718566895, 'zcp_flops': 61773873152.0, 'zcp_grad_norm': 42.0197868347168, 'zcp_grasp': -1.320465087890625, 'zcp_jacov': -16.05066693453733, 'zcp_l2_norm': 1015.0057373046875, 'zcp_nwot': 231.63105610321486, 'zcp_params': 12962698.0, 'zcp_plain': 0.0452473461627... | |
NASBench101_182182 | NASBench101 | 182182 | 6e37fba49575f8f7c13ece094fbe1ba9 | 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, 128x128x3x3]
%onnx::Conv_806[FLOAT, 128x128x1x1]
%onnx::Conv_809[FLOAT, 12... | val_accuracy | 90.144229 | 6,310,340,608 | 21,384,074 | {'zcp_epe_nas': 138.20362448727877, 'zcp_fisher': 1100.5045166015625, 'zcp_flops': 100965449728.0, 'zcp_grad_norm': 522.0277709960938, 'zcp_grasp': -744.703125, 'zcp_jacov': -16.044431115955824, 'zcp_l2_norm': 1030.675048828125, 'zcp_nwot': 232.0087944369773, 'zcp_params': 21384074.0, 'zcp_plain': 0.351916253566741, 'z... | |
NASBench101_45431 | NASBench101 | 45431 | 1b90b6db61125af90f81680fc5e85d2f | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_695[FLOAT, 128x3x3x3]
%onnx::Conv_696[FLOAT, 128]
%onnx::Conv_698[FLOAT, 43x128x1x1]
%onnx::Conv_699[FLOAT, 43]
%onnx::Conv_701[FLOAT, 43x43x3x3]
%onnx::Conv_704[FLOAT, 43x43x3x3]
%... | val_accuracy | 90.745193 | 1,011,521,280 | 3,403,080 | {'zcp_epe_nas': 147.59607616573987, 'zcp_fisher': 12.874570846557617, 'zcp_flops': 16184340480.0, 'zcp_grad_norm': 66.72337341308594, 'zcp_grasp': -1.0531005859375, 'zcp_jacov': -16.05193610007311, 'zcp_l2_norm': 566.426513671875, 'zcp_nwot': 211.8104815703961, 'zcp_params': 3403080.0, 'zcp_plain': -0.034030079841613, ... |
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