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_349326 | NASBench101 | 349326 | d3326b8312f1aa4a3dd7766012e37aa2 | 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 | 93.048877 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 109.28024196418895, 'zcp_fisher': 83.59231567382812, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 196.15533447265625, 'zcp_grasp': -171.15771484375, 'zcp_jacov': -16.050298961494306, 'zcp_l2_norm': 1189.80078125, 'zcp_nwot': 226.9913460641118, 'zcp_params': 4426762.0, 'zcp_plain': 0.006192079745233001, ... | |
NASBench101_107349 | NASBench101 | 107349 | 40dc18703fe1973a3b63f7e305816816 | 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, 128x128x3x3]
%onnx::Conv_809[FLOAT, 12... | val_accuracy | 88.571715 | 3,894,421,504 | 13,126,538 | {'zcp_epe_nas': 101.94250990800366, 'zcp_fisher': 1766.5177001953125, 'zcp_flops': 62310744064.0, 'zcp_grad_norm': 724.0900268554688, 'zcp_grasp': -813.96875, 'zcp_jacov': -16.063997783199746, 'zcp_l2_norm': 1030.10595703125, 'zcp_nwot': 232.3118621448643, 'zcp_params': 13126538.0, 'zcp_plain': 0.060336910188198006, 'z... | |
NASBench101_409214 | NASBench101 | 409214 | f748baa7d38463ec30f4599f9f18f52a | 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, 43x43x1x1]
%onnx::Conv_797[FLOAT, 42x128x1x1]
... | val_accuracy | 91.536456 | 799,401,344 | 2,606,755 | {'zcp_epe_nas': 69.35933354410594, 'zcp_fisher': 5.936631202697754, 'zcp_flops': 12790421504.0, 'zcp_grad_norm': 56.97964096069336, 'zcp_grasp': -53.534271240234375, 'zcp_jacov': -16.050415392765753, 'zcp_l2_norm': 835.499755859375, 'zcp_nwot': 220.78193725268443, 'zcp_params': 2606755.0, 'zcp_plain': 0.246652811765670... | |
NASBench101_71475 | NASBench101 | 71475 | 2b5e191f3445d896e9cc9daf88c7dd3c | 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, 32x128x1x1]
%onnx::Conv_675[FLOAT, 32]
%onnx::Conv_677[FLOAT, 32x128x1x1]
%onnx::Conv_680[FLOAT, 32x32x1x1]
... | val_accuracy | 87.840545 | 185,608,192 | 577,418 | {'zcp_epe_nas': 82.14122902989612, 'zcp_fisher': 5.7828850746154785, 'zcp_flops': 2969731072.0, 'zcp_grad_norm': 48.18949890136719, 'zcp_grasp': -5.10986328125, 'zcp_jacov': -16.054015561191353, 'zcp_l2_norm': 607.0614624023438, 'zcp_nwot': 208.76886974883968, 'zcp_params': 577418.0, 'zcp_plain': 0.020193452015519, 'zc... | |
NASBench101_361856 | NASBench101 | 361856 | dabfc32c89b78f52cc68eeb137385714 | 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, 32x128x1x1]
%onnx::Conv_864[FLOAT, 32]
%onnx::Conv_866[FLOAT, 32x32x1x1]
%onnx::Conv_869[FLOAT, 32x128x1x1]
... | val_accuracy | 92.748398 | 425,338,880 | 1,377,802 | {'zcp_epe_nas': 89.63684491355819, 'zcp_fisher': 2.399975061416626, 'zcp_flops': 6805422080.0, 'zcp_grad_norm': 38.03371810913086, 'zcp_grasp': -1.381256103515625, 'zcp_jacov': -16.054336113007082, 'zcp_l2_norm': 909.7080688476562, 'zcp_nwot': 214.3954343406154, 'zcp_params': 1377802.0, 'zcp_plain': -0.013868319801986,... | |
NASBench101_88872 | NASBench101 | 88872 | 35d29b1dc2b1228911a07237b856544c | 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, 64x64x1x1]
%onnx::Conv_689[FLOAT, 64x64x3x3]
%... | val_accuracy | 89.16266 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 95.47517824464217, 'zcp_fisher': 96.27662658691406, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 166.85684204101562, 'zcp_grasp': 30.258544921875, 'zcp_jacov': -16.056461999156177, 'zcp_l2_norm': 648.8759765625, 'zcp_nwot': 218.05173000335122, 'zcp_params': 5356682.0, 'zcp_plain': 0.019935695454478, 'zc... | |
NASBench101_12082 | NASBench101 | 12082 | 074204263720e69e2994769d4e0f504b | 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 | 90.594953 | 6,617,835,520 | 22,421,642 | {'zcp_epe_nas': 54.89198719942572, 'zcp_fisher': 438.8995666503906, 'zcp_flops': 105885368320.0, 'zcp_grad_norm': 336.9196472167969, 'zcp_grasp': -334.140625, 'zcp_jacov': -16.060725601197984, 'zcp_l2_norm': 1242.0057373046875, 'zcp_nwot': 234.6920319602901, 'zcp_params': 22421642.0, 'zcp_plain': 0.023795716464519, 'zc... | |
NASBench101_8853 | NASBench101 | 8853 | 054dc706d4a3e96f98d7153739200248 | 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 | 93.519634 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 89.11904234488377, 'zcp_fisher': 9.40809440612793, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 71.61673736572266, 'zcp_grasp': -0.8702392578125, 'zcp_jacov': -16.056861336082786, 'zcp_l2_norm': 1189.9571533203125, 'zcp_nwot': 227.02575331994674, 'zcp_params': 4426762.0, 'zcp_plain': 0.04757137969136200... | |
NASBench101_251167 | NASBench101 | 251167 | 9813788b847646cd9705b7d26cb71371 | 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, 64x64x3x3]
%onnx::Conv_671[FLOAT, 64x128x1x1]
... | val_accuracy | 91.516429 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 72.51142125374925, 'zcp_fisher': 9.353301048278809, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 57.97005844116211, 'zcp_grasp': -0.71337890625, 'zcp_jacov': -16.059303190530223, 'zcp_l2_norm': 694.6445922851562, 'zcp_nwot': 218.296229637831, 'zcp_params': 3468426.0, 'zcp_plain': 0.05346156284213, 'zcp_... | |
NASBench101_251718 | NASBench101 | 251718 | 9868ea49ac90be4db3cc3af5bc103a4a | 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, 128x128x1x1]
%onnx::Conv_659[FLOAT, 128x128x1x1]
%onnx::Conv_662[FLOAT, 128x128x3x3]
%onnx::Conv_665[FLOAT, 12... | val_accuracy | 90.985578 | 3,586,926,592 | 12,088,970 | {'zcp_epe_nas': 126.05082229117735, 'zcp_fisher': 10.676976203918457, 'zcp_flops': 57390825472.0, 'zcp_grad_norm': 61.67082214355469, 'zcp_grasp': -3.593292236328125, 'zcp_jacov': -16.062655210619422, 'zcp_l2_norm': 818.9365234375, 'zcp_nwot': 228.36176137418605, 'zcp_params': 12088970.0, 'zcp_plain': 0.096161954104900... | |
NASBench101_256512 | NASBench101 | 256512 | 9b517014a167396241f86808fbe4cb28 | 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, 64x64x3x3]
%... | val_accuracy | 9.505209 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 169.31584991316464, 'zcp_fisher': 941.465087890625, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 534.6905517578125, 'zcp_grasp': -3236.359375, 'zcp_jacov': -16.071142295258042, 'zcp_l2_norm': 648.220947265625, 'zcp_nwot': 218.41500601226195, 'zcp_params': 5356682.0, 'zcp_plain': 0.334367185831069, 'zcp_... | |
NASBench101_171144 | NASBench101 | 171144 | 67a3efdbf29176ab5a4f4cd10d30cb63 | 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, 128x128x1x1]
%onnx::Conv_659[FLOAT, 128x128x3x3]
%onnx::Conv_662[FLOAT, 128x128x1x1]
%onnx::Conv_665[FLOAT, 12... | val_accuracy | 88.992387 | 6,002,845,696 | 20,346,506 | {'zcp_epe_nas': 86.70830495004101, 'zcp_fisher': 480.08575439453125, 'zcp_flops': 96045531136.0, 'zcp_grad_norm': 280.50341796875, 'zcp_grasp': -311.8974609375, 'zcp_jacov': -16.05803363194648, 'zcp_l2_norm': 818.8089599609375, 'zcp_nwot': 228.75035514764113, 'zcp_params': 20346506.0, 'zcp_plain': 0.41671743988990706, ... | |
NASBench101_279001 | NASBench101 | 279001 | a8de8f7a0d6be33d636d78a004691b1b | 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, 43x128x1x1]
%onnx::Conv_882[FLOAT, 43]
%onnx::Conv_884[FLOAT, 43x43x1x1]
%onnx::Conv_887[FLOAT, 43x128x1x1]
... | val_accuracy | 89.583331 | 444,929,792 | 1,408,153 | {'zcp_epe_nas': 63.49956820902984, 'zcp_fisher': 2.682575225830078, 'zcp_flops': 7118876672.0, 'zcp_grad_norm': 35.40941619873047, 'zcp_grasp': -6.078903198242187, 'zcp_jacov': -16.065454644349806, 'zcp_l2_norm': 1031.6400146484375, 'zcp_nwot': 218.42971428278787, 'zcp_params': 1408153.0, 'zcp_plain': 0.093316189944744... | |
NASBench101_71579 | NASBench101 | 71579 | 2b6d9e8574deed75099f971a57f90edb | 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 | 92.948717 | 2,543,986,688 | 8,555,530 | {'zcp_epe_nas': 105.55365051119573, 'zcp_fisher': 96.42481994628906, 'zcp_flops': 40703787008.0, 'zcp_grad_norm': 192.15162658691406, 'zcp_grasp': 22.78857421875, 'zcp_jacov': -16.053442840877985, 'zcp_l2_norm': 994.1328735351562, 'zcp_nwot': 226.60222201139902, 'zcp_params': 8555530.0, 'zcp_plain': 0.02617933973670000... | |
NASBench101_218621 | NASBench101 | 218621 | 84778c39c55c18e38fb12b2285e81459 | 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, 64x128x1x1]
... | val_accuracy | 91.35617 | 2,465,736,704 | 8,294,794 | {'zcp_epe_nas': 109.08807416935792, 'zcp_fisher': 116.11829376220703, 'zcp_flops': 39451787264.0, 'zcp_grad_norm': 212.5523223876953, 'zcp_grasp': -26.989990234375, 'zcp_jacov': -16.039980870432267, 'zcp_l2_norm': 1040.3199462890625, 'zcp_nwot': 224.23977696855903, 'zcp_params': 8294794.0, 'zcp_plain': 0.16251215338706... | |
NASBench101_218550 | NASBench101 | 218550 | 846ce785331599ca1f09be8d88d09876 | 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 | 91.937101 | 4,475,856,896 | 15,037,834 | {'zcp_epe_nas': 96.45296240080238, 'zcp_fisher': 102.0095443725586, 'zcp_flops': 71613710336.0, 'zcp_grad_norm': 250.38232421875, 'zcp_grasp': -160.650390625, 'zcp_jacov': -16.043073662651032, 'zcp_l2_norm': 1438.6982421875, 'zcp_nwot': 237.5696707525142, 'zcp_params': 15037834.0, 'zcp_plain': 0.18980373442173, 'zcp_sn... | |
NASBench101_420042 | NASBench101 | 420042 | fdd40ea8d967ba95821a07654eb7df58 | 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, 64x64x3x3]
%onnx::Conv_860[FLOAT, 64x128x1x1]
... | val_accuracy | 93.519634 | 2,407,016,448 | 8,118,666 | {'zcp_epe_nas': 144.9139450691276, 'zcp_fisher': 26.37145233154297, 'zcp_flops': 38512263168.0, 'zcp_grad_norm': 89.18095397949219, 'zcp_grasp': 2.12017822265625, 'zcp_jacov': -16.053780288505934, 'zcp_l2_norm': 994.3379516601562, 'zcp_nwot': 223.8630357939124, 'zcp_params': 8118666.0, 'zcp_plain': 0.019376028329133002... | |
NASBench101_8714 | NASBench101 | 8714 | 05362e93ae98a9c77c4844f46bedb358 | 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, 43x43x1x1]
%onnx::Conv_629[FLOAT, 43x43x1x1]
%... | val_accuracy | 81.14984 | 171,323,136 | 535,071 | {'zcp_epe_nas': 106.75881870698029, 'zcp_fisher': 124.21223449707031, 'zcp_flops': 2741170176.0, 'zcp_grad_norm': 169.08863830566406, 'zcp_grasp': 8.740234375, 'zcp_jacov': -16.06451470609997, 'zcp_l2_norm': 444.1993408203125, 'zcp_nwot': 208.70133720495028, 'zcp_params': 535071.0, 'zcp_plain': 0.108585268259048, 'zcp_... | |
NASBench101_375119 | NASBench101 | 375119 | e2c4adff3e39c6d8a6866aa675f74c08 | 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, 64x64x1x1]
%... | val_accuracy | 92.467946 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 108.80852516864813, 'zcp_fisher': 2.708021402359009, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 38.93387985229492, 'zcp_grasp': 0.46519470214843706, 'zcp_jacov': -16.057491137140282, 'zcp_l2_norm': 994.9017944335938, 'zcp_nwot': 226.88905423873, 'zcp_params': 4426762.0, 'zcp_plain': -0.024139584973454... | |
NASBench101_92063 | NASBench101 | 92063 | 37b1c4ad1eff95ed0845a965562129ad | 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 | 92.267627 | 1,531,717,632 | 5,039,754 | {'zcp_epe_nas': 90.33678783770475, 'zcp_fisher': 13.50842571258545, 'zcp_flops': 24507482112.0, 'zcp_grad_norm': 93.52660369873047, 'zcp_grasp': -8.8125, 'zcp_jacov': -16.06304432329823, 'zcp_l2_norm': 1236.8438720703125, 'zcp_nwot': 228.7438384483092, 'zcp_params': 5039754.0, 'zcp_plain': 0.061690639704465006, 'zcp_sn... | |
NASBench101_254533 | NASBench101 | 254533 | 9a184437e5dffdabc1ee7e468b731b95 | 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, 64x64x1x1]
%onnx::Conv_806[FLOAT, 64x64x1x1]
%... | val_accuracy | 87.60016 | 516,827,136 | 1,664,778 | {'zcp_epe_nas': 111.74104194787678, 'zcp_fisher': 44.00048065185547, 'zcp_flops': 8269234176.0, 'zcp_grad_norm': 141.17428588867188, 'zcp_grasp': -398.498046875, 'zcp_jacov': -16.046510181487353, 'zcp_l2_norm': 843.1622924804688, 'zcp_nwot': 222.22945155540376, 'zcp_params': 1664778.0, 'zcp_plain': 0.134699121117591, '... | |
NASBench101_29279 | NASBench101 | 29279 | 11b21723bdc502b432f26e0fe689fbcf | 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, 128x128x1x1]
%onnx::Conv_713[FLOAT, 128x128x1x1]
%onnx::Conv_716[FLOAT, 128x128x1x1]
%onnx::Conv_719[FLOAT, 12... | val_accuracy | 90.995592 | 3,586,926,592 | 12,088,970 | {'zcp_epe_nas': 129.7089826880989, 'zcp_fisher': 13.419468879699707, 'zcp_flops': 57390825472.0, 'zcp_grad_norm': 49.10282897949219, 'zcp_grasp': -0.24525451660156203, 'zcp_jacov': -16.032605174845987, 'zcp_l2_norm': 819.1957397460938, 'zcp_nwot': 227.9860414533655, 'zcp_params': 12088970.0, 'zcp_plain': 0.006141747348... | |
NASBench101_167818 | NASBench101 | 167818 | 65921c83b74ca4e34aa203e110a25e6a | 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 | 93.900239 | 2,018,256,896 | 6,751,882 | {'zcp_epe_nas': 84.81039021947952, 'zcp_fisher': 4.942995071411133, 'zcp_flops': 32292110336.0, 'zcp_grad_norm': 49.04606628417969, 'zcp_grasp': -0.37191772460937506, 'zcp_jacov': -16.04961433069861, 'zcp_l2_norm': 1339.54296875, 'zcp_nwot': 229.01878763145112, 'zcp_params': 6751882.0, 'zcp_plain': -0.00619056448340400... | |
NASBench101_198157 | NASBench101 | 198157 | 77ef8d6b01ef3011d5f92232b5e5a47f | 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, 128x128x3x3]
%onnx::Conv_743[FLOAT, 128x128x1x1]
%onnx::Conv_746[FLOAT, 12... | val_accuracy | 91.856968 | 3,860,867,072 | 12,962,698 | {'zcp_epe_nas': 124.73541550119212, 'zcp_fisher': 26.14818572998047, 'zcp_flops': 61773873152.0, 'zcp_grad_norm': 104.77064514160156, 'zcp_grasp': 7.5369873046875, 'zcp_jacov': -16.043701061196742, 'zcp_l2_norm': 1014.477294921875, 'zcp_nwot': 232.01009990452985, 'zcp_params': 12962698.0, 'zcp_plain': -0.02140734903514... | |
NASBench101_174111 | NASBench101 | 174111 | 696a1048201718fc07e90b30989e747c | 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, 64x128x1x1]
%onnx::Conv_729[FLOAT, 64]
%onnx::Conv_731[FLOAT, 64x128x1x1]
%onnx::Conv_734[FLOAT, 64x64x3x3]
... | val_accuracy | 92.497998 | 2,328,766,464 | 7,857,930 | {'zcp_epe_nas': 122.8394531695788, 'zcp_fisher': 3.292447566986084, 'zcp_flops': 37260263424.0, 'zcp_grad_norm': 41.41034698486328, 'zcp_grasp': 0.6151657104492181, 'zcp_jacov': -16.053162983889962, 'zcp_l2_norm': 843.6939697265625, 'zcp_nwot': 221.31417485240792, 'zcp_params': 7857930.0, 'zcp_plain': -0.03054306656122... | |
NASBench101_345364 | NASBench101 | 345364 | d0c016dc06ab710a4486ca25c0faa7c7 | 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 | 92.267627 | 1,744,316,416 | 5,878,154 | {'zcp_epe_nas': 143.6293181083172, 'zcp_fisher': 69.51864624023438, 'zcp_flops': 27909062656.0, 'zcp_grad_norm': 178.70184326171875, 'zcp_grasp': -67.5546875, 'zcp_jacov': -16.045876613959493, 'zcp_l2_norm': 947.8642578125, 'zcp_nwot': 224.73989465278615, 'zcp_params': 5878154.0, 'zcp_plain': -0.006197671871632, 'zcp_s... | |
NASBench101_314128 | NASBench101 | 314128 | be0a748a4435605bbd244a425ad9a267 | 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, 32x128x1x1]
%onnx::Conv_738[FLOAT, 32]
%onnx::Conv_740[FLOAT, 32x32x1x1]
%onnx::Conv_743[FLOAT, 32x32x1x1]
%... | val_accuracy | 85.096157 | 157,624,320 | 490,698 | {'zcp_epe_nas': 108.90081214983992, 'zcp_fisher': 131.57054138183594, 'zcp_flops': 2521989120.0, 'zcp_grad_norm': 201.13636779785156, 'zcp_grasp': 497.3525390625, 'zcp_jacov': -16.051031385598886, 'zcp_l2_norm': 621.960205078125, 'zcp_nwot': 211.82511483720077, 'zcp_params': 490698.0, 'zcp_plain': -0.014177376404404002... | |
NASBench101_216454 | NASBench101 | 216454 | 83216ce1f6cfeb4d024895f3ebff0580 | 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, 64x64x1x1]
%onnx::Conv_959[FLOAT, 64x128x1x1]
... | val_accuracy | 93.369389 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 135.33678435837166, 'zcp_fisher': 10.36439323425293, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 71.0282211303711, 'zcp_grasp': -1.49365234375, 'zcp_jacov': -16.051430814191463, 'zcp_l2_norm': 1190.668212890625, 'zcp_nwot': 227.1208246169755, 'zcp_params': 4426762.0, 'zcp_plain': -0.014831983484327, 'z... | |
NASBench101_259534 | NASBench101 | 259534 | 9d28f3e486e64842881626b533fe2721 | 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, 64x64x1x1]
%onnx::Conv_806[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.327726 | 1,861,756,928 | 6,230,410 | {'zcp_epe_nas': 61.08796004762735, 'zcp_fisher': 400.56060791015625, 'zcp_flops': 29788110848.0, 'zcp_grad_norm': 423.64068603515625, 'zcp_grasp': 319.3984375, 'zcp_jacov': -16.04415395454871, 'zcp_l2_norm': 844.6427001953125, 'zcp_nwot': 224.38885206170497, 'zcp_params': 6230410.0, 'zcp_plain': 0.251316279172897, 'zcp... | |
NASBench101_252837 | NASBench101 | 252837 | 990ad22b34105d61135f948693df8473 | 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, 43x43x3x3]
%onnx::Conv_788[FLOAT, 43x43x1x1]
%... | val_accuracy | 89.783657 | 747,934,848 | 2,495,034 | {'zcp_epe_nas': 60.95829949718318, 'zcp_fisher': 1542.9395751953125, 'zcp_flops': 11966957568.0, 'zcp_grad_norm': 641.70068359375, 'zcp_grasp': -6438.15625, 'zcp_jacov': -16.044877824842814, 'zcp_l2_norm': 566.5869750976562, 'zcp_nwot': 212.82647014653108, 'zcp_params': 2495034.0, 'zcp_plain': 0.15856875479221302, 'zcp... | |
NASBench101_384290 | NASBench101 | 384290 | e851b36f9be8e6da8af21e253ead6729 | 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 | 91.796875 | 3,894,421,504 | 13,126,538 | {'zcp_epe_nas': 102.0742105798748, 'zcp_fisher': 28.92092514038086, 'zcp_flops': 62310744064.0, 'zcp_grad_norm': 108.38424682617188, 'zcp_grasp': 12.305419921875, 'zcp_jacov': -16.056527184753172, 'zcp_l2_norm': 1030.39990234375, 'zcp_nwot': 232.3882320055245, 'zcp_params': 13126538.0, 'zcp_plain': -0.01618985645473000... | |
NASBench101_397699 | NASBench101 | 397699 | f066ca64a74c9635fd299e0746f322c4 | 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, 64x128x1x1]
%onnx::Conv_770[FLOAT, 64x64x1x1]
... | val_accuracy | 91.676682 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 139.99291267882893, 'zcp_fisher': 7.083180427551269, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 54.44733428955078, 'zcp_grasp': 0.77020263671875, 'zcp_jacov': -16.041660415973247, 'zcp_l2_norm': 843.89306640625, 'zcp_nwot': 221.75468244503904, 'zcp_params': 5793546.0, 'zcp_plain': -0.059155710041522, ... | |
NASBench101_374365 | NASBench101 | 374365 | e24fc42778231e131962bd118b5efe6e | 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, 64x64x1x1]
%onnx::Conv_689[FLOAT, 64x128x1x1]
... | val_accuracy | 89.072514 | 634,267,648 | 2,017,034 | {'zcp_epe_nas': 130.9077316373623, 'zcp_fisher': 4.102452754974365, 'zcp_flops': 10148282368.0, 'zcp_grad_norm': 45.12425231933594, 'zcp_grasp': -12.146820068359375, 'zcp_jacov': -16.061491297002473, 'zcp_l2_norm': 741.9441528320312, 'zcp_nwot': 221.02002391569118, 'zcp_params': 2017034.0, 'zcp_plain': 0.06976679712533... | |
NASBench101_112393 | NASBench101 | 112393 | 43dd7360ceb2374cd3c33ca11f7bf144 | 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 | 91.225964 | 4,201,916,416 | 14,164,106 | {'zcp_epe_nas': 75.05629099198536, 'zcp_fisher': 34.87577819824219, 'zcp_flops': 67230662656.0, 'zcp_grad_norm': 115.07982635498047, 'zcp_grasp': -3.3519287109375, 'zcp_jacov': -16.05910159989378, 'zcp_l2_norm': 1241.760009765625, 'zcp_nwot': 235.1090661757833, 'zcp_params': 14164106.0, 'zcp_plain': 0.008442318066954, ... | |
NASBench101_55735 | NASBench101 | 55735 | 21e70477232cb87d7f2ac9fd0463d4ea | 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, 43x43x3x3]
%... | val_accuracy | 92.748398 | 1,317,940,480 | 4,387,634 | {'zcp_epe_nas': 97.65585045478853, 'zcp_fisher': 8.716564178466797, 'zcp_flops': 21087047680.0, 'zcp_grad_norm': 65.2717514038086, 'zcp_grasp': -2.5521240234375, 'zcp_jacov': -16.052374687337874, 'zcp_l2_norm': 883.9425659179688, 'zcp_nwot': 222.41645946102608, 'zcp_params': 4387634.0, 'zcp_plain': 0.08031548559665601,... | |
NASBench101_390992 | NASBench101 | 390992 | ec54cd16cb658d8087fdabc7653f608e | 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 | 91.30609 | 1,478,502,400 | 4,869,002 | {'zcp_epe_nas': 94.53256680142702, 'zcp_fisher': 13.364109992980957, 'zcp_flops': 23656038400.0, 'zcp_grad_norm': 83.8941879272461, 'zcp_grasp': 3.1475830078125, 'zcp_jacov': -16.05784755940724, 'zcp_l2_norm': 1029.9591064453125, 'zcp_nwot': 232.29579160654424, 'zcp_params': 4869002.0, 'zcp_plain': -0.044678222388029, ... | |
NASBench101_420281 | NASBench101 | 420281 | fdf9b653e4ab5fd671f27353c53043c1 | 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, 43x43x3x3]
%onnx::Conv_896[FLOAT, 43x128x1x1]
... | val_accuracy | 91.366184 | 985,037,056 | 3,249,701 | {'zcp_epe_nas': 129.74329770671864, 'zcp_fisher': 6.685046195983887, 'zcp_flops': 15760592896.0, 'zcp_grad_norm': 56.05087661743164, 'zcp_grasp': -1.870819091796875, 'zcp_jacov': -16.040588732885816, 'zcp_l2_norm': 1030.931640625, 'zcp_nwot': 218.3630621091775, 'zcp_params': 3249701.0, 'zcp_plain': -0.005775518715381, ... | |
NASBench101_350192 | NASBench101 | 350192 | d3b0dc89165126937eb227e06668da63 | 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, 43x43x1x1]
%onnx::Conv_947[FLOAT, 43x43x3x3]
%... | val_accuracy | 90.785259 | 1,130,571,008 | 3,795,787 | {'zcp_epe_nas': 145.3935610573089, 'zcp_fisher': 46.92731475830078, 'zcp_flops': 18089136128.0, 'zcp_grad_norm': 155.6878662109375, 'zcp_grasp': 40.867431640625, 'zcp_jacov': -16.05304971448659, 'zcp_l2_norm': 884.3638305664062, 'zcp_nwot': 218.57413894286506, 'zcp_params': 3795787.0, 'zcp_plain': 0.025066301226615, 'z... | |
NASBench101_242536 | NASBench101 | 242536 | 92cd3258c31762a883298fe103b8126f | 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, 64x64x1x1]
%... | val_accuracy | 86.498398 | 458,106,880 | 1,488,650 | {'zcp_epe_nas': 116.37385233766726, 'zcp_fisher': 182.37083435058594, 'zcp_flops': 7329710080.0, 'zcp_grad_norm': 323.1777648925781, 'zcp_grasp': -122.265625, 'zcp_jacov': -16.058847038761954, 'zcp_l2_norm': 798.2682495117188, 'zcp_nwot': 222.0960809306797, 'zcp_params': 1488650.0, 'zcp_plain': -0.014908173121511001, '... | |
NASBench101_200928 | NASBench101 | 200928 | 79a970b31b054f191df1987f25aebab0 | 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 | 89.773637 | 3,586,926,592 | 12,088,970 | {'zcp_epe_nas': 102.58525238046856, 'zcp_fisher': 165.26058959960938, 'zcp_flops': 57390825472.0, 'zcp_grad_norm': 247.08493041992188, 'zcp_grasp': 28.970703125, 'zcp_jacov': -16.064857377989444, 'zcp_l2_norm': 818.689697265625, 'zcp_nwot': 229.029605165452, 'zcp_params': 12088970.0, 'zcp_plain': -0.022364079952239, 'z... | |
NASBench101_158656 | NASBench101 | 158656 | 600a904746c1b70f541a8c3f9f3e8269 | 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, 64x64x3x3]
%... | val_accuracy | 89.643431 | 1,120,806,912 | 3,729,162 | {'zcp_epe_nas': 127.41659625244499, 'zcp_fisher': 43.133609771728516, 'zcp_flops': 17932910592.0, 'zcp_grad_norm': 131.37124633789062, 'zcp_grasp': -31.6240234375, 'zcp_jacov': -16.0648844288344, 'zcp_l2_norm': 844.4208984375, 'zcp_nwot': 221.89241017671574, 'zcp_params': 3729162.0, 'zcp_plain': 0.076972797513008, 'zcp... | |
NASBench101_400894 | NASBench101 | 400894 | f25d047417be81efa4f1a0f57d8f4336 | 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 | 93.960339 | 6,584,281,088 | 22,257,802 | {'zcp_epe_nas': 100.30271219193834, 'zcp_fisher': 5.866996765136719, 'zcp_flops': 105348497408.0, 'zcp_grad_norm': 50.35974884033203, 'zcp_grasp': 3.766433715820312, 'zcp_jacov': -16.046909177253887, 'zcp_l2_norm': 1225.7987060546875, 'zcp_nwot': 234.79411605427944, 'zcp_params': 22257802.0, 'zcp_plain': -0.04378515109... | |
NASBench101_416559 | NASBench101 | 416559 | fbbb1d3304de0ffde75493f6825ee83f | 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 | 87.690306 | 595,077,120 | 1,925,514 | {'zcp_epe_nas': 120.16500378064009, 'zcp_fisher': 29.4575252532959, 'zcp_flops': 9521233920.0, 'zcp_grad_norm': 111.72604370117188, 'zcp_grasp': -15.041748046875, 'zcp_jacov': -16.051794122631335, 'zcp_l2_norm': 993.7098999023438, 'zcp_nwot': 224.66127314443196, 'zcp_params': 1925514.0, 'zcp_plain': 0.038853049278259, ... | |
NASBench101_125445 | NASBench101 | 125445 | 4bcb53770a338d13a345f384b04955dc | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_830[FLOAT, 128x3x3x3]
%onnx::Conv_831[FLOAT, 128]
%onnx::Conv_833[FLOAT, 43x128x1x1]
%onnx::Conv_834[FLOAT, 43]
%onnx::Conv_836[FLOAT, 43x43x3x3]
%onnx::Conv_839[FLOAT, 42x42x1x1]
%... | val_accuracy | 91.256011 | 567,636,352 | 1,862,804 | {'zcp_epe_nas': 114.33507588652522, 'zcp_fisher': 29.535802841186523, 'zcp_flops': 9082181632.0, 'zcp_grad_norm': 87.39312744140625, 'zcp_grasp': -1.9344482421875, 'zcp_jacov': -16.045660613707888, 'zcp_l2_norm': 763.0579833984375, 'zcp_nwot': 215.39390229981507, 'zcp_params': 1862804.0, 'zcp_plain': 0.0575683563947670... | |
NASBench101_329099 | NASBench101 | 329099 | c713dd077d2c2437deb7a0aafbf45418 | 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, 128x128x3x3]
%onnx::Conv_989[FLOAT, 12... | val_accuracy | 90.494794 | 9,341,249,536 | 31,716,746 | {'zcp_epe_nas': 120.43927618677162, 'zcp_fisher': 305.3822937011719, 'zcp_flops': 149459992576.0, 'zcp_grad_norm': 332.1087646484375, 'zcp_grasp': 138.404296875, 'zcp_jacov': -16.052924587990816, 'zcp_l2_norm': 1454.5101318359375, 'zcp_nwot': 237.505862298992, 'zcp_params': 31716746.0, 'zcp_plain': -0.018373548984527, ... | |
NASBench101_377529 | NASBench101 | 377529 | e442c61b01054ac1906c0bea1cbce9d4 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_932[FLOAT, 128x3x3x3]
%onnx::Conv_933[FLOAT, 128]
%onnx::Conv_935[FLOAT, 128x128x1x1]
%onnx::Conv_938[FLOAT, 128x128x3x3]
%onnx::Conv_941[FLOAT, 128x128x1x1]
%onnx::Conv_944[FLOAT, 12... | val_accuracy | 93.279248 | 4,475,856,896 | 15,037,834 | {'zcp_epe_nas': 114.63181954877726, 'zcp_fisher': 11.481371879577637, 'zcp_flops': 71613710336.0, 'zcp_grad_norm': 78.73020935058594, 'zcp_grasp': 1.1800537109375, 'zcp_jacov': -16.069087356089494, 'zcp_l2_norm': 1438.8829345703125, 'zcp_nwot': 237.91003861049512, 'zcp_params': 15037834.0, 'zcp_plain': 0.04702796414494... | |
NASBench101_37559 | NASBench101 | 37559 | 16c7a27b2e7614e8eaf00144019b1bb5 | 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, 64x128x1x1]
%onnx::Conv_729[FLOAT, 64]
%onnx::Conv_731[FLOAT, 64x64x3x3]
%onnx::Conv_734[FLOAT, 64x64x3x3]
%... | val_accuracy | 93.008816 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 111.00467290153018, 'zcp_fisher': 124.9526596069336, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 184.9680938720703, 'zcp_grasp': 57.564453125, 'zcp_jacov': -16.051931558557804, 'zcp_l2_norm': 844.1475219726562, 'zcp_nwot': 221.69324786380366, 'zcp_params': 5793546.0, 'zcp_plain': 0.035723518580198, 'zc... | |
NASBench101_249092 | NASBench101 | 249092 | 96c6f5f7facc510dd1a452d11998abbe | 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 | 90.244389 | 4,168,361,984 | 14,000,266 | {'zcp_epe_nas': 212.00453154709436, 'zcp_fisher': 461.3230285644531, 'zcp_flops': 66693791744.0, 'zcp_grad_norm': 307.77752685546875, 'zcp_grasp': 453.5283203125, 'zcp_jacov': -16.05253625736865, 'zcp_l2_norm': 1226.5040283203125, 'zcp_nwot': 235.34042344336927, 'zcp_params': 14000266.0, 'zcp_plain': 0.0512258484959600... | |
NASBench101_328682 | NASBench101 | 328682 | c6cf7cc9c6710839ca3cbd0e0096e855 | 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, 43x128x1x1]
%onnx::Conv_621[FLOAT, 43]
%onnx::Conv_623[FLOAT, 43x128x1x1]
%onnx::Conv_626[FLOAT, 43x43x1x1]
... | val_accuracy | 88.461536 | 227,053,952 | 709,399 | {'zcp_epe_nas': 48.610378601726985, 'zcp_fisher': 4.532829284667969, 'zcp_flops': 3632863232.0, 'zcp_grad_norm': 39.89877700805664, 'zcp_grasp': -8.720489501953125, 'zcp_jacov': -16.065329271307657, 'zcp_l2_norm': 517.3018188476562, 'zcp_nwot': 208.9191450110161, 'zcp_params': 709399.0, 'zcp_plain': 0.08192420005798301... | |
NASBench101_309328 | NASBench101 | 309328 | bb2add6935c5c7844147e226d022d7c9 | 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, 128x128x3x3]
%onnx::Conv_782[FLOAT, 12... | val_accuracy | 91.245991 | 11,175,733,248 | 38,062,986 | {'zcp_epe_nas': 77.48551638545305, 'zcp_fisher': 148.57916259765625, 'zcp_flops': 178811731968.0, 'zcp_grad_norm': 184.90309143066406, 'zcp_grasp': 19.01123046875, 'zcp_jacov': -16.050478436781994, 'zcp_l2_norm': 1046.7894287109375, 'zcp_nwot': 231.5749812847181, 'zcp_params': 38062986.0, 'zcp_plain': -0.00157327507622... | |
NASBench101_252930 | NASBench101 | 252930 | 991831d1c78b7fa5b69e030fb1f08c46 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_827[FLOAT, 128x3x3x3]
%onnx::Conv_828[FLOAT, 128]
%onnx::Conv_830[FLOAT, 43x128x1x1]
%onnx::Conv_831[FLOAT, 43]
%onnx::Conv_833[FLOAT, 43x43x3x3]
%onnx::Conv_836[FLOAT, 43x128x1x1]
... | val_accuracy | 93.519634 | 1,103,048,960 | 3,694,666 | {'zcp_epe_nas': 95.6293919425017, 'zcp_fisher': 9.672436714172363, 'zcp_flops': 17648783360.0, 'zcp_grad_norm': 58.25172805786133, 'zcp_grasp': -0.669921875, 'zcp_jacov': -16.04680390849811, 'zcp_l2_norm': 761.9730224609375, 'zcp_nwot': 215.32725129122164, 'zcp_params': 3694666.0, 'zcp_plain': 0.004988067783415, 'zcp_s... | |
NASBench101_63699 | NASBench101 | 63699 | 26abb43eab0c58512912d074295aea7f | 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, 64x64x3x3]
%... | val_accuracy | 92.357773 | 2,680,956,928 | 8,992,394 | {'zcp_epe_nas': 136.94526552037962, 'zcp_fisher': 6.514029026031494, 'zcp_flops': 42895310848.0, 'zcp_grad_norm': 67.43183135986328, 'zcp_grasp': -2.86566162109375, 'zcp_jacov': -16.045141072204725, 'zcp_l2_norm': 1190.7431640625, 'zcp_nwot': 228.77734130382248, 'zcp_params': 8992394.0, 'zcp_plain': 0.028742417693138, ... | |
NASBench101_328740 | NASBench101 | 328740 | c6d9d58940446dd235addf7899cca3b7 | 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, 32x128x1x1]
%onnx::Conv_963[FLOAT, 32]
%onnx::Conv_965[FLOAT, 32x32x1x1]
%onnx::Conv_968[FLOAT, 32x128x1x1]
... | val_accuracy | 92.357773 | 548,349,952 | 1,807,178 | {'zcp_epe_nas': 94.54333159226525, 'zcp_fisher': 10.893732070922852, 'zcp_flops': 8773599232.0, 'zcp_grad_norm': 77.73112487792969, 'zcp_grasp': 50.059814453125, 'zcp_jacov': -16.071399180887546, 'zcp_l2_norm': 925.8403930664062, 'zcp_nwot': 216.83882913219162, 'zcp_params': 1807178.0, 'zcp_plain': -0.004940127022564, ... | |
NASBench101_160695 | NASBench101 | 160695 | 6150b2ea956c1dca3e779d31af5b26a1 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_527[FLOAT, 128x3x3x3]
%onnx::Conv_528[FLOAT, 128]
%onnx::Conv_530[FLOAT, 128x128x1x1]
%onnx::Conv_533[FLOAT, 128x128x3x3]
%onnx::Conv_536[FLOAT, 128x128x3x3]
%onnx::Conv_539[FLOAT, 12... | val_accuracy | 90.324521 | 5,728,905,216 | 19,472,778 | {'zcp_epe_nas': 91.74690421676635, 'zcp_fisher': 6.934854507446289, 'zcp_flops': 91662483456.0, 'zcp_grad_norm': 34.241615295410156, 'zcp_grasp': 0.028766632080078004, 'zcp_jacov': -16.054660057285602, 'zcp_l2_norm': 622.8718872070312, 'zcp_nwot': 222.80232261331938, 'zcp_params': 19472778.0, 'zcp_plain': -0.0134138101... | |
NASBench101_335964 | NASBench101 | 335964 | cb27ec81bfda99fdc1867de49b7eb0bd | 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 | 90.935498 | 3,927,975,936 | 13,290,378 | {'zcp_epe_nas': 165.49192769688636, 'zcp_fisher': 501.6401062011719, 'zcp_flops': 62847614976.0, 'zcp_grad_norm': 358.28070068359375, 'zcp_grasp': -1026.23828125, 'zcp_jacov': -16.066603348826582, 'zcp_l2_norm': 1045.8294677734375, 'zcp_nwot': 232.2683737715893, 'zcp_params': 13290378.0, 'zcp_plain': 0.0613230653107160... | |
NASBench101_17900 | NASBench101 | 17900 | 0acaa88c22591f90a83744d8e5c02487 | 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, 128x128x3x3]
%onnx::Conv_1085[FLOAT, 128x128x1x1]
%onnx::Conv_1088[FLO... | val_accuracy | 92.86859 | 7,199,270,912 | 24,332,938 | {'zcp_epe_nas': 77.81393700219891, 'zcp_fisher': 188.63926696777344, 'zcp_flops': 115188334592.0, 'zcp_grad_norm': 260.95318603515625, 'zcp_grasp': 39.82470703125, 'zcp_jacov': -16.046963204649728, 'zcp_l2_norm': 1650.607177734375, 'zcp_nwot': 239.75032690301032, 'zcp_params': 24332938.0, 'zcp_plain': -0.00648896582424... | |
NASBench101_123444 | NASBench101 | 123444 | 4a97806766b583aae8e05fb5515899ba | 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, 32x128x1x1]
%onnx::Conv_666[FLOAT, 32]
%onnx::Conv_668[FLOAT, 32x32x3x3]
%onnx::Conv_671[FLOAT, 32x32x3x3]
%... | val_accuracy | 90.054089 | 439,363,584 | 1,457,034 | {'zcp_epe_nas': 94.16734703916735, 'zcp_fisher': 63.37816619873047, 'zcp_flops': 7029817344.0, 'zcp_grad_norm': 142.54971313476562, 'zcp_grasp': -18.775634765625, 'zcp_jacov': -16.050502349295197, 'zcp_l2_norm': 516.3909912109375, 'zcp_nwot': 208.6129854868835, 'zcp_params': 1457034.0, 'zcp_plain': 0.026173770427703, '... | |
NASBench101_211573 | NASBench101 | 211573 | 8024e856b2c2c10bf906dc8df6c06f1a | 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, 64x64x1x1]
%onnx::Conv_779[FLOAT, 64x128x1x1]
... | val_accuracy | 89.783657 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 133.52485179707202, 'zcp_fisher': 23.73857879638672, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 99.5157241821289, 'zcp_grasp': -100.0538330078125, 'zcp_jacov': -16.05292892123126, 'zcp_l2_norm': 890.5052490234375, 'zcp_nwot': 221.80566312730906, 'zcp_params': 3905290.0, 'zcp_plain': 0.2427114248275750... | |
NASBench101_180610 | NASBench101 | 180610 | 6d4baf0abfcdaa29c43deebaecb5135f | 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 | 93.229169 | 2,622,236,672 | 8,816,266 | {'zcp_epe_nas': 140.8217286352539, 'zcp_fisher': 73.78341674804688, 'zcp_flops': 41955786752.0, 'zcp_grad_norm': 170.7269287109375, 'zcp_grasp': 154.87255859375, 'zcp_jacov': -16.053965119276217, 'zcp_l2_norm': 1340.1517333984375, 'zcp_nwot': 228.67864494829217, 'zcp_params': 8816266.0, 'zcp_plain': 0.02876008115708800... | |
NASBench101_124049 | NASBench101 | 124049 | 4af1aeb8af553f75792cf8cf07404e1b | 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 | 93.008816 | 867,430,144 | 2,888,879 | {'zcp_epe_nas': 131.66357487753265, 'zcp_fisher': 28.612350463867188, 'zcp_flops': 13878882304.0, 'zcp_grad_norm': 106.84841918945312, 'zcp_grasp': -12.184326171875, 'zcp_jacov': -16.057277140005606, 'zcp_l2_norm': 883.6204223632812, 'zcp_nwot': 218.24292651835947, 'zcp_params': 2888879.0, 'zcp_plain': -0.0275253430008... | |
NASBench101_78592 | NASBench101 | 78592 | 2fa725b021100cc57665b62529ba6a4e | 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, 64x64x3x3]
%... | val_accuracy | 92.167467 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 88.04821879757489, 'zcp_fisher': 4.823217868804932, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 39.68048095703125, 'zcp_grasp': 0.336227416992187, 'zcp_jacov': -16.050704444419473, 'zcp_l2_norm': 844.876708984375, 'zcp_nwot': 221.14480707386465, 'zcp_params': 5793546.0, 'zcp_plain': 2.356828190386295e-... | |
NASBench101_255419 | NASBench101 | 255419 | 9aa6f31235b717b4a864a7f8e86aa3cd | 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, 128x128x1x1]
%onnx::Conv_896[FLOAT, 128x128x1x1]
%onnx::Conv_899[FLOAT, 12... | val_accuracy | 84.435093 | 1,785,997,312 | 5,906,570 | {'zcp_epe_nas': 103.21598809773073, 'zcp_fisher': 41.136985778808594, 'zcp_flops': 28575956992.0, 'zcp_grad_norm': 132.9872589111328, 'zcp_grasp': 3.8599853515625, 'zcp_jacov': -16.061859650293407, 'zcp_l2_norm': 1241.753173828125, 'zcp_nwot': 235.4726552678405, 'zcp_params': 5906570.0, 'zcp_plain': 0.06761667132377601... | |
NASBench101_43960 | NASBench101 | 43960 | 1aab9dc5a34e99d7d02237ed06ff3e1a | 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, 128x128x1x1]
%onnx::Conv_653[FLOAT, 128x128x1x1]
%onnx::Conv_656[FLOAT, 12... | val_accuracy | 90.234375 | 3,553,372,160 | 11,925,130 | {'zcp_epe_nas': 80.91966201190014, 'zcp_fisher': 17.93828582763672, 'zcp_flops': 56853954560.0, 'zcp_grad_norm': 62.82857131958008, 'zcp_grasp': -9.296875, 'zcp_jacov': -16.040697840803304, 'zcp_l2_norm': 802.4779663085938, 'zcp_nwot': 227.7368219026761, 'zcp_params': 11925130.0, 'zcp_plain': 0.044957466423511006, 'zcp... | |
NASBench101_295692 | NASBench101 | 295692 | b30082b07b2914155c695812ac8064bf | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_926[FLOAT, 128x3x3x3]
%onnx::Conv_927[FLOAT, 128]
%onnx::Conv_929[FLOAT, 43x128x1x1]
%onnx::Conv_930[FLOAT, 43]
%onnx::Conv_932[FLOAT, 43x43x3x3]
%onnx::Conv_935[FLOAT, 43x128x1x1]
... | val_accuracy | 91.446316 | 660,819,712 | 2,157,356 | {'zcp_epe_nas': 112.23251130475609, 'zcp_fisher': 4.878468990325928, 'zcp_flops': 10573115392.0, 'zcp_grad_norm': 53.13794708251953, 'zcp_grasp': -10.378265380859375, 'zcp_jacov': -16.044779647394535, 'zcp_l2_norm': 957.1565551757812, 'zcp_nwot': 218.61025325151513, 'zcp_params': 2157356.0, 'zcp_plain': 0.1033778339624... | |
NASBench101_138170 | NASBench101 | 138170 | 538f326377517a99788ea107b86f80aa | 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, 64x128x1x1]
%onnx::Conv_770[FLOAT, 64x64x1x1]
... | val_accuracy | 90.194309 | 1,120,806,912 | 3,729,162 | {'zcp_epe_nas': 91.97019315368722, 'zcp_fisher': 50.659061431884766, 'zcp_flops': 17932910592.0, 'zcp_grad_norm': 103.12720489501953, 'zcp_grasp': -8.2459716796875, 'zcp_jacov': -16.06099731238338, 'zcp_l2_norm': 844.4714965820312, 'zcp_nwot': 221.2233291603064, 'zcp_params': 3729162.0, 'zcp_plain': 0.029452035203576, ... | |
NASBench101_416082 | NASBench101 | 416082 | fb720f7a00b3c94f8778d79aa36b5464 | 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, 64x128x1x1]
... | val_accuracy | 93.619794 | 2,407,016,448 | 8,118,666 | {'zcp_epe_nas': 149.85441771124198, 'zcp_fisher': 11.907999038696289, 'zcp_flops': 38512263168.0, 'zcp_grad_norm': 64.70882415771484, 'zcp_grasp': -0.39486694335937506, 'zcp_jacov': -16.04991496606067, 'zcp_l2_norm': 994.0220947265625, 'zcp_nwot': 224.19365630576215, 'zcp_params': 8118666.0, 'zcp_plain': -0.01441577635... | |
NASBench101_400446 | NASBench101 | 400446 | f21b5a76aded7f220122fc58b449104b | 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, 128x128x1x1]
%onnx::Conv_686[FLOAT, 128x128x1x1]
%onnx::Conv_689[FLOAT, 128x128x1x1]
%onnx::Conv_692[FLOAT, 12... | val_accuracy | 88.291264 | 1,137,453,056 | 3,667,594 | {'zcp_epe_nas': 113.16171169512877, 'zcp_fisher': 56.265830993652344, 'zcp_flops': 18199248896.0, 'zcp_grad_norm': 142.1580047607422, 'zcp_grasp': -120.737060546875, 'zcp_jacov': -16.074005278845576, 'zcp_l2_norm': 802.78173828125, 'zcp_nwot': 229.05169930871995, 'zcp_params': 3667594.0, 'zcp_plain': 0.4506952464580530... | |
NASBench101_100557 | NASBench101 | 100557 | 3cde903923ab2f31a49dbb56a13340cf | 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 | 92.778444 | 3,147,966,464 | 10,619,914 | {'zcp_epe_nas': 120.58561378751014, 'zcp_fisher': 80.34252166748047, 'zcp_flops': 50367463424.0, 'zcp_grad_norm': 160.84335327148438, 'zcp_grasp': 17.99462890625, 'zcp_jacov': -16.057126775215025, 'zcp_l2_norm': 1189.9908447265625, 'zcp_nwot': 226.14317315830158, 'zcp_params': 10619914.0, 'zcp_plain': 0.016992565244436... | |
NASBench101_36788 | NASBench101 | 36788 | 164ed8a9f7dc81cb62e38c976cd0d129 | 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 | 90.57492 | 602,718,848 | 1,978,405 | {'zcp_epe_nas': 138.63704370105066, 'zcp_fisher': 20.639646530151367, 'zcp_flops': 9643501568.0, 'zcp_grad_norm': 107.82588195800781, 'zcp_grasp': 39.25341796875, 'zcp_jacov': -16.059834712641248, 'zcp_l2_norm': 884.3265380859375, 'zcp_nwot': 218.61415059815533, 'zcp_params': 1978405.0, 'zcp_plain': 0.04611780494451500... | |
NASBench101_264487 | NASBench101 | 264487 | a02978bf41ac08776c6dad0f79c3ff2e | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_599[FLOAT, 128x3x3x3]
%onnx::Conv_600[FLOAT, 128]
%onnx::Conv_602[FLOAT, 64x128x1x1]
%onnx::Conv_603[FLOAT, 64]
%onnx::Conv_605[FLOAT, 64x64x1x1]
%onnx::Conv_608[FLOAT, 128x128x1x1]
... | val_accuracy | 88.772035 | 497,297,408 | 1,580,170 | {'zcp_epe_nas': 164.56262921450676, 'zcp_fisher': 28.084495544433594, 'zcp_flops': 7956758528.0, 'zcp_grad_norm': 119.8344497680664, 'zcp_grasp': 57.50341796875, 'zcp_jacov': -16.058743785238107, 'zcp_l2_norm': 544.3944702148438, 'zcp_nwot': 218.38614072924761, 'zcp_params': 1580170.0, 'zcp_plain': 0.002965109422802, '... | |
NASBench101_261077 | NASBench101 | 261077 | 9e190aa9428e2d4ead1fd04c20145986 | 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, 64x128x1x1]
%onnx::Conv_887[FLOAT, 64x64x3x3]
... | val_accuracy | 90.875399 | 1,394,747,392 | 4,602,890 | {'zcp_epe_nas': 158.29100510361528, 'zcp_fisher': 35.95444869995117, 'zcp_flops': 22315958272.0, 'zcp_grad_norm': 123.00318145751953, 'zcp_grasp': -35.100341796875, 'zcp_jacov': -16.07348429774656, 'zcp_l2_norm': 1039.68359375, 'zcp_nwot': 226.7747609030033, 'zcp_params': 4602890.0, 'zcp_plain': 0.23779180645942602, 'z... | |
NASBench101_387101 | NASBench101 | 387101 | e9fffa524a7da6efa788905229e9a457 | 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, 64x128x1x1]
%onnx::Conv_621[FLOAT, 64]
%onnx::Conv_623[FLOAT, 64x64x1x1]
%onnx::Conv_626[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.117387 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 61.739067139606576, 'zcp_fisher': 5.538919448852539, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 45.095035552978516, 'zcp_grasp': -2.441604614257812, 'zcp_jacov': -16.062588890970595, 'zcp_l2_norm': 648.5067138671875, 'zcp_nwot': 217.9026194329905, 'zcp_params': 5356682.0, 'zcp_plain': 0.03840348124504... | |
NASBench101_271198 | NASBench101 | 271198 | a4455b270af5565d9aecc02dd1912c2d | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_749[FLOAT, 128x3x3x3]
%onnx::Conv_750[FLOAT, 128]
%onnx::Conv_752[FLOAT, 43x128x1x1]
%onnx::Conv_753[FLOAT, 43]
%onnx::Conv_755[FLOAT, 43x43x3x3]
%onnx::Conv_758[FLOAT, 43x43x3x3]
%... | val_accuracy | 90.184295 | 747,934,848 | 2,495,034 | {'zcp_epe_nas': 117.79633372377278, 'zcp_fisher': 315.4351501464844, 'zcp_flops': 11966957568.0, 'zcp_grad_norm': 291.46649169921875, 'zcp_grasp': -136.9521484375, 'zcp_jacov': -16.074176170581264, 'zcp_l2_norm': 566.1309814453125, 'zcp_nwot': 212.9300921031937, 'zcp_params': 2495034.0, 'zcp_plain': 0.06253096461296001... | |
NASBench101_110035 | NASBench101 | 110035 | 426fc012ef721bb116bbc44cbdeb517f | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_821[FLOAT, 128x3x3x3]
%onnx::Conv_822[FLOAT, 128]
%onnx::Conv_824[FLOAT, 43x128x1x1]
%onnx::Conv_825[FLOAT, 43]
%onnx::Conv_827[FLOAT, 43x43x1x1]
%onnx::Conv_830[FLOAT, 43x43x1x1]
%... | val_accuracy | 90.474761 | 505,965,696 | 1,676,595 | {'zcp_epe_nas': 128.84925476356744, 'zcp_fisher': 43.32087707519531, 'zcp_flops': 8095451136.0, 'zcp_grad_norm': 141.96275329589844, 'zcp_grasp': -54.12890625, 'zcp_jacov': -16.052232660326084, 'zcp_l2_norm': 688.8759155273438, 'zcp_nwot': 215.75213979527487, 'zcp_params': 1676595.0, 'zcp_plain': 0.0034468560479580003,... | |
NASBench101_83200 | NASBench101 | 83200 | 32748e3be31e3cf70d9c6ec12dbb8ee9 | 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, 64x128x1x1]
%onnx::Conv_711[FLOAT, 64]
%onnx::Conv_713[FLOAT, 64x64x1x1]
%onnx::Conv_716[FLOAT, 64x128x1x1]
... | val_accuracy | 93.729967 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 75.70116044257388, 'zcp_fisher': 2.974050998687744, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 35.48916244506836, 'zcp_grasp': -0.72113037109375, 'zcp_jacov': -16.050392106106198, 'zcp_l2_norm': 844.1647338867188, 'zcp_nwot': 221.87125175254118, 'zcp_params': 5793546.0, 'zcp_plain': 0.037599183619022,... | |
NASBench101_207081 | NASBench101 | 207081 | 7d6093dfe0297eed1c37a67d93154db9 | 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, 128x128x1x1]
%onnx::Conv_749[FLOAT, 128x128x3x3]
%onnx::Conv_752[FLOAT, 128x128x3x3]
%onnx::Conv_755[FLOAT, 12... | val_accuracy | 89.583331 | 6,343,895,040 | 21,547,914 | {'zcp_epe_nas': 81.76160430945122, 'zcp_fisher': 1721.1591796875, 'zcp_flops': 101502320640.0, 'zcp_grad_norm': 577.9324340820312, 'zcp_grasp': -205.47265625, 'zcp_jacov': -16.052782979273076, 'zcp_l2_norm': 1047.1773681640625, 'zcp_nwot': 232.04969468530604, 'zcp_params': 21547914.0, 'zcp_plain': -0.021368384361267003... | |
NASBench101_335599 | NASBench101 | 335599 | caed865f37fe57d139f74a7693700a56 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1028[FLOAT, 128x3x3x3]
%onnx::Conv_1029[FLOAT, 128]
%onnx::Conv_1031[FLOAT, 43x128x1x1]
%onnx::Conv_1032[FLOAT, 43]
%onnx::Conv_1034[FLOAT, 43x43x3x3]
%onnx::Conv_1037[FLOAT, 43x43x3x... | val_accuracy | 93.870193 | 1,358,208,640 | 4,513,619 | {'zcp_epe_nas': 94.06067283290828, 'zcp_fisher': 11.709717750549316, 'zcp_flops': 21731338240.0, 'zcp_grad_norm': 89.45449829101562, 'zcp_grasp': 24.782958984375, 'zcp_jacov': -16.05584915367764, 'zcp_l2_norm': 1005.4961547851562, 'zcp_nwot': 224.71264732509692, 'zcp_params': 4513619.0, 'zcp_plain': 0.02722991816699500... | |
NASBench101_294107 | NASBench101 | 294107 | b20cfad13a09b34cad66441f91c6bb04 | 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, 128x128x3x3]
%onnx::Conv_1085[FLOAT, 128x128x1x1]
%onnx::Conv_1088[FLO... | val_accuracy | 93.860179 | 4,783,351,808 | 16,075,402 | {'zcp_epe_nas': 103.86669362678953, 'zcp_fisher': 11.442246437072754, 'zcp_flops': 76533628928.0, 'zcp_grad_norm': 93.67215728759766, 'zcp_grasp': 9.84765625, 'zcp_jacov': -16.04829909457136, 'zcp_l2_norm': 1651.4202880859375, 'zcp_nwot': 240.10653137807267, 'zcp_params': 16075402.0, 'zcp_plain': 0.029302982613444002, ... | |
NASBench101_186993 | NASBench101 | 186993 | 710aa854eb784a5189d4fc1216a1a034 | 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 | 89.833736 | 790,767,616 | 2,538,506 | {'zcp_epe_nas': 182.30935814864011, 'zcp_fisher': 13.228032112121582, 'zcp_flops': 12652281856.0, 'zcp_grad_norm': 87.5360336303711, 'zcp_grasp': -32.9058837890625, 'zcp_jacov': -16.043155844784938, 'zcp_l2_norm': 1039.983642578125, 'zcp_nwot': 227.26598023249744, 'zcp_params': 2538506.0, 'zcp_plain': 0.116371534764766... | |
NASBench101_6669 | NASBench101 | 6669 | 0404d72255811b99d1e0a44ffd13bbce | 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, 64x64x3x3]
%... | val_accuracy | 91.396236 | 2,874,025,984 | 9,746,186 | {'zcp_epe_nas': 88.01271933604133, 'zcp_fisher': 100.69731140136719, 'zcp_flops': 45984415744.0, 'zcp_grad_norm': 178.83763122558594, 'zcp_grasp': 59.301513671875, 'zcp_jacov': -16.062553204512618, 'zcp_l2_norm': 798.3856811523438, 'zcp_nwot': 221.58241212746697, 'zcp_params': 9746186.0, 'zcp_plain': 0.0112812034785740... | |
NASBench101_165615 | NASBench101 | 165615 | 6447b3db37eed4adebff84a99269c2ea | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_668[FLOAT, 128x3x3x3]
%onnx::Conv_669[FLOAT, 128]
%onnx::Conv_671[FLOAT, 43x128x1x1]
%onnx::Conv_672[FLOAT, 43]
%onnx::Conv_674[FLOAT, 43x43x1x1]
%onnx::Conv_677[FLOAT, 42x42x3x3]
%... | val_accuracy | 89.172679 | 434,909,568 | 1,443,117 | {'zcp_epe_nas': 176.05194399607484, 'zcp_fisher': 4.012964725494385, 'zcp_flops': 6958553088.0, 'zcp_grad_norm': 38.169830322265625, 'zcp_grasp': -2.469009399414062, 'zcp_jacov': -16.05936339665398, 'zcp_l2_norm': 444.1351623535156, 'zcp_nwot': 208.43942307637272, 'zcp_params': 1443117.0, 'zcp_plain': 0.069690369069576... | |
NASBench101_291848 | NASBench101 | 291848 | b0b062f32ea400f4e8b8c6a2c4b9d5e1 | 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 | 93.629807 | 1,316,497,408 | 4,342,154 | {'zcp_epe_nas': 85.45128207151598, 'zcp_fisher': 0.9193037748336791, 'zcp_flops': 21063958528.0, 'zcp_grad_norm': 19.439865112304688, 'zcp_grasp': -0.037158966064453, 'zcp_jacov': -16.05316137807697, 'zcp_l2_norm': 1086.0533447265625, 'zcp_nwot': 223.86361403591997, 'zcp_params': 4342154.0, 'zcp_plain': 0.0132698062807... | |
NASBench101_245731 | NASBench101 | 245731 | 94c4d14ded715cce6956a8a1e387a2ea | 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, 64x64x1x1]
%... | val_accuracy | 91.45633 | 1,881,286,656 | 6,315,018 | {'zcp_epe_nas': 82.49619844097376, 'zcp_fisher': 147.08187866210938, 'zcp_flops': 30100586496.0, 'zcp_grad_norm': 226.01510620117188, 'zcp_grasp': -174.9111328125, 'zcp_jacov': -16.05545623571617, 'zcp_l2_norm': 1144.5419921875, 'zcp_nwot': 226.62026306297315, 'zcp_params': 6315018.0, 'zcp_plain': -0.013586199842393001... | |
NASBench101_335320 | NASBench101 | 335320 | cac457b9288a69b45da9378ab0297f12 | 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, 64x64x1x1]
%onnx::Conv_959[FLOAT, 64x128x1x1]
... | val_accuracy | 93.339342 | 1,940,006,912 | 6,491,146 | {'zcp_epe_nas': 113.63784001970205, 'zcp_fisher': 7.5914998054504395, 'zcp_flops': 31040110592.0, 'zcp_grad_norm': 56.639671325683594, 'zcp_grasp': -1.258636474609375, 'zcp_jacov': -16.06509555175765, 'zcp_l2_norm': 1189.47021484375, 'zcp_nwot': 226.78874037885166, 'zcp_params': 6491146.0, 'zcp_plain': 0.05399804934859... | |
NASBench101_396254 | NASBench101 | 396254 | ef87416dd17a991c26bbb254af62c534 | 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, 43x128x1x1]
%onnx::Conv_731[FLOAT, 43x43x1x1]
... | val_accuracy | 91.175884 | 526,168,448 | 1,734,184 | {'zcp_epe_nas': 98.76135625594043, 'zcp_fisher': 3.526376485824585, 'zcp_flops': 8418695168.0, 'zcp_grad_norm': 34.62746047973633, 'zcp_grasp': -0.047195434570312, 'zcp_jacov': -16.071633123579645, 'zcp_l2_norm': 639.5648803710938, 'zcp_nwot': 211.99291908470153, 'zcp_params': 1734184.0, 'zcp_plain': -0.027115000411868... | |
NASBench101_376598 | NASBench101 | 376598 | e3b1d37016cd02d1dedce03e48204296 | 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, 64x64x3x3]
%onnx::Conv_671[FLOAT, 64x64x3x3]
%... | val_accuracy | 90.825319 | 1,783,506,944 | 5,969,674 | {'zcp_epe_nas': 98.00348134207019, 'zcp_fisher': 14.745041847229004, 'zcp_flops': 28536111104.0, 'zcp_grad_norm': 80.59849548339844, 'zcp_grasp': -6.19000244140625, 'zcp_jacov': -16.06422515065762, 'zcp_l2_norm': 694.3916625976562, 'zcp_nwot': 221.53391620670035, 'zcp_params': 5969674.0, 'zcp_plain': 0.101688310503959,... | |
NASBench101_353584 | NASBench101 | 353584 | d5b947dfa917e1a90c33ea74f3bc5312 | 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 | 92.177486 | 3,010,996,224 | 10,183,050 | {'zcp_epe_nas': 153.06369567348398, 'zcp_fisher': 400.83966064453125, 'zcp_flops': 48175939584.0, 'zcp_grad_norm': 386.5750732421875, 'zcp_grasp': 21.3896484375, 'zcp_jacov': -16.05319683261357, 'zcp_l2_norm': 994.4736328125, 'zcp_nwot': 224.55934793097651, 'zcp_params': 10183050.0, 'zcp_plain': 0.104170925915241, 'zcp... | |
NASBench101_251166 | NASBench101 | 251166 | 981343407ea106d29a6d7c7e8ab13848 | 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, 64x64x1x1]
%onnx::Conv_689[FLOAT, 64x64x1x1]
%... | val_accuracy | 85.446715 | 379,856,896 | 1,227,914 | {'zcp_epe_nas': 55.00565330379836, 'zcp_fisher': 126.09491729736328, 'zcp_flops': 6077710336.0, 'zcp_grad_norm': 219.4039764404297, 'zcp_grasp': -388.716796875, 'zcp_jacov': -16.05797340127972, 'zcp_l2_norm': 648.3020629882812, 'zcp_nwot': 218.6528933836619, 'zcp_params': 1227914.0, 'zcp_plain': 0.10793583095073701, 'z... | |
NASBench101_336089 | NASBench101 | 336089 | cb3c43bd4034a39e53a23456f9209dd0 | 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, 43x43x3x3]
%... | val_accuracy | 89.082533 | 1,105,752,832 | 3,699,935 | {'zcp_epe_nas': 138.3705467622413, 'zcp_fisher': 164.3437957763672, 'zcp_flops': 17692045312.0, 'zcp_grad_norm': 248.87301635742188, 'zcp_grasp': -16.7177734375, 'zcp_jacov': -16.056860015672946, 'zcp_l2_norm': 762.3758544921875, 'zcp_nwot': 215.6094291271446, 'zcp_params': 3699935.0, 'zcp_plain': 0.06505913287401201, ... | |
NASBench101_367215 | NASBench101 | 367215 | de06e4c3c3d28d4faebde29ca95c6aaf | 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 | 85.767227 | 3,927,975,936 | 13,290,378 | {'zcp_epe_nas': 145.49327614658063, 'zcp_fisher': 9452.2431640625, 'zcp_flops': 62847614976.0, 'zcp_grad_norm': 1506.9278564453125, 'zcp_grasp': -9700.03125, 'zcp_jacov': -16.057336887051058, 'zcp_l2_norm': 1046.615478515625, 'zcp_nwot': 232.28399409842012, 'zcp_params': 13290378.0, 'zcp_plain': -0.07641403377056101, '... | |
NASBench101_82550 | NASBench101 | 82550 | 320f35e5f5bb2f08f859858b358f3bfc | 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, 64x64x1x1]
%... | val_accuracy | 89.74359 | 983,836,672 | 3,292,298 | {'zcp_epe_nas': 73.85266150566663, 'zcp_fisher': 25.893648147583008, 'zcp_flops': 15741386752.0, 'zcp_grad_norm': 95.1029281616211, 'zcp_grasp': -23.3641357421875, 'zcp_jacov': -16.052768402958463, 'zcp_l2_norm': 647.9043579101562, 'zcp_nwot': 218.26310148300686, 'zcp_params': 3292298.0, 'zcp_plain': 0.1171378791332240... | |
NASBench101_324065 | NASBench101 | 324065 | c4148ce8480ad29f374cd086295dd4fa | 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, 128x128x3x3]
%onnx::Conv_809[FLOAT, 12... | val_accuracy | 88.18109 | 6,310,340,608 | 21,384,074 | {'zcp_epe_nas': 100.9490488691355, 'zcp_fisher': 568.0782470703125, 'zcp_flops': 100965449728.0, 'zcp_grad_norm': 426.06494140625, 'zcp_grasp': -637.7333984375, 'zcp_jacov': -16.058313301327935, 'zcp_l2_norm': 1030.6607666015625, 'zcp_nwot': 232.22223439015912, 'zcp_params': 21384074.0, 'zcp_plain': 0.325017631053924, ... | |
NASBench101_217621 | NASBench101 | 217621 | 83da4ff3ee5f9b6a0463be2a6a737413 | 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, 64x128x1x1]
... | val_accuracy | 90.104169 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 128.52968805699368, 'zcp_fisher': 7.90681266784668, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 57.56703186035156, 'zcp_grasp': -23.60394287109375, 'zcp_jacov': -16.05090711133107, 'zcp_l2_norm': 891.32470703125, 'zcp_nwot': 221.3201451766444, 'zcp_params': 3905290.0, 'zcp_plain': 0.08672996610403001, ... | |
NASBench101_294805 | NASBench101 | 294805 | b27adb01a0f3e4828145765e0115ba4e | 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, 128x128x3x3]
%onnx::Conv_869[FLOAT, 128x128x1x1]
%onnx::Conv_872[FLOAT, 12... | val_accuracy | 92.097354 | 4,168,361,984 | 14,000,266 | {'zcp_epe_nas': 94.58889035046138, 'zcp_fisher': 40.10627746582031, 'zcp_flops': 66693791744.0, 'zcp_grad_norm': 132.9115753173828, 'zcp_grasp': -30.250732421875, 'zcp_jacov': -16.046024841030015, 'zcp_l2_norm': 1225.995361328125, 'zcp_nwot': 235.32599778849178, 'zcp_params': 14000266.0, 'zcp_plain': 0.0696558207273480... | |
NASBench101_367310 | NASBench101 | 367310 | de161a749dc167f2702d284fc60897ee | 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, 128x128x1x1]
%onnx::Conv_749[FLOAT, 128x128x1x1]
%onnx::Conv_752[FLOAT, 128x128x3x3]
%onnx::Conv_755[FLOAT, 12... | val_accuracy | 91.326123 | 3,894,421,504 | 13,126,538 | {'zcp_epe_nas': 115.20197193802287, 'zcp_fisher': 280.5421447753906, 'zcp_flops': 62310744064.0, 'zcp_grad_norm': 227.44737243652344, 'zcp_grasp': -26.67333984375, 'zcp_jacov': -16.05415757730497, 'zcp_l2_norm': 1030.5167236328125, 'zcp_nwot': 232.18565481718554, 'zcp_params': 13126538.0, 'zcp_plain': 0.009922813624143... | |
NASBench101_123953 | NASBench101 | 123953 | 4ae332cf8a1f8e5749eef083b00e3a7c | 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 | 92.96875 | 4,475,856,896 | 15,037,834 | {'zcp_epe_nas': 80.89836650464888, 'zcp_fisher': 83.50463104248047, 'zcp_flops': 71613710336.0, 'zcp_grad_norm': 199.9134063720703, 'zcp_grasp': -44.7373046875, 'zcp_jacov': -16.050454824300783, 'zcp_l2_norm': 1438.3148193359375, 'zcp_nwot': 237.56648978520803, 'zcp_params': 15037834.0, 'zcp_plain': 0.036806788295507, ... | |
NASBench101_400813 | NASBench101 | 400813 | f252f9a7d5de4b52359989e846a48cb5 | 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, 43x43x1x1]
%onnx::Conv_806[FLOAT, 42x42x3x3]
%... | val_accuracy | 91.055691 | 743,430,016 | 2,431,775 | {'zcp_epe_nas': 237.1790438542322, 'zcp_fisher': 5.845961570739746, 'zcp_flops': 11894880256.0, 'zcp_grad_norm': 56.856693267822266, 'zcp_grasp': -4.0628662109375, 'zcp_jacov': -16.051476605126066, 'zcp_l2_norm': 760.8649291992188, 'zcp_nwot': 220.95520318343318, 'zcp_params': 2431775.0, 'zcp_plain': 0.0814071893692010... | |
NASBench101_264959 | NASBench101 | 264959 | a072fe6014d45af0d711738ea723ab49 | 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 | 90.094149 | 4,168,361,984 | 14,000,266 | {'zcp_epe_nas': 98.23255451437537, 'zcp_fisher': 1223.372314453125, 'zcp_flops': 66693791744.0, 'zcp_grad_norm': 645.9093627929688, 'zcp_grasp': -168.46484375, 'zcp_jacov': -16.04700341021894, 'zcp_l2_norm': 1226.0145263671875, 'zcp_nwot': 235.42378707805736, 'zcp_params': 14000266.0, 'zcp_plain': 0.39579975605010903, ... | |
NASBench101_217788 | NASBench101 | 217788 | 83f519ff522621706b20ebdc57f012f4 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_608[FLOAT, 128x3x3x3]
%onnx::Conv_609[FLOAT, 128]
%onnx::Conv_611[FLOAT, 43x128x1x1]
%onnx::Conv_612[FLOAT, 43]
%onnx::Conv_614[FLOAT, 43x128x1x1]
%onnx::Conv_617[FLOAT, 43x43x1x1]
... | val_accuracy | 87.620193 | 227,387,776 | 710,045 | {'zcp_epe_nas': 69.6240385117493, 'zcp_fisher': 5.070342540740967, 'zcp_flops': 3638204416.0, 'zcp_grad_norm': 38.34260177612305, 'zcp_grasp': -7.567962646484375, 'zcp_jacov': -16.045246459876118, 'zcp_l2_norm': 517.2574462890625, 'zcp_nwot': 208.91936269147735, 'zcp_params': 710045.0, 'zcp_plain': 0.09277008473873101,... | |
NASBench101_145218 | NASBench101 | 145218 | 57dbb9f64e3b8bdc3249c7e72dacf990 | 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, 64x64x3x3]
%... | val_accuracy | 89.443111 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 107.84174048950055, 'zcp_fisher': 91.29024505615234, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 165.4075469970703, 'zcp_grasp': -45.64404296875, 'zcp_jacov': -16.066711255481515, 'zcp_l2_norm': 648.621337890625, 'zcp_nwot': 218.2051181691008, 'zcp_params': 5356682.0, 'zcp_plain': 0.013365667313337002,... |
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