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_272706 | NASBench101 | 272706 | a52a5411548352218cf0efc89f1f1345 | 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 | 93.299282 | 9,615,190,016 | 32,590,474 | {'zcp_epe_nas': 96.10788501940547, 'zcp_fisher': 36.37602996826172, 'zcp_flops': 153843040256.0, 'zcp_grad_norm': 116.3365707397461, 'zcp_grasp': -4.86907958984375, 'zcp_jacov': -16.057628411654157, 'zcp_l2_norm': 1649.8475341796875, 'zcp_nwot': 239.55846834349958, 'zcp_params': 32590474.0, 'zcp_plain': 0.0396916829049... | |
NASBench101_162372 | NASBench101 | 162372 | 6252150c069061d763e1508b37d9e3c1 | 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, 64x64x3x3]
%... | val_accuracy | 90.52484 | 1,803,036,672 | 6,054,282 | {'zcp_epe_nas': 133.866238001731, 'zcp_fisher': 5236.2607421875, 'zcp_flops': 28848586752.0, 'zcp_grad_norm': 1269.2545166015625, 'zcp_grasp': 23614.0, 'zcp_jacov': -16.06195129634729, 'zcp_l2_norm': 993.1043090820312, 'zcp_nwot': 224.51320368517577, 'zcp_params': 6054282.0, 'zcp_plain': 0.09430443495512, 'zcp_snip': 6... | |
NASBench101_28820 | NASBench101 | 28820 | 116b26269ebd7f6a84da802e6e2ece2b | 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 | 92.387819 | 1,199,056,896 | 3,989,898 | {'zcp_epe_nas': 114.7251945292877, 'zcp_fisher': 54.78136444091797, 'zcp_flops': 19184910336.0, 'zcp_grad_norm': 155.05148315429688, 'zcp_grasp': 59.26025390625, 'zcp_jacov': -16.0611920891864, 'zcp_l2_norm': 994.475830078125, 'zcp_nwot': 224.49035420099065, 'zcp_params': 3989898.0, 'zcp_plain': -0.007184784859418001, ... | |
NASBench101_182082 | NASBench101 | 182082 | 6e2a51a5f7d43ee2abbb8e52a583abc5 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_761[FLOAT, 128x3x3x3]
%onnx::Conv_762[FLOAT, 128]
%onnx::Conv_764[FLOAT, 64x128x1x1]
%onnx::Conv_765[FLOAT, 64]
%onnx::Conv_767[FLOAT, 64x64x1x1]
%onnx::Conv_770[FLOAT, 64x64x3x3]
%... | val_accuracy | 92.658252 | 1,120,806,912 | 3,729,162 | {'zcp_epe_nas': 103.62238200738751, 'zcp_fisher': 4.975096702575684, 'zcp_flops': 17932910592.0, 'zcp_grad_norm': 47.185028076171875, 'zcp_grasp': 1.147552490234375, 'zcp_jacov': -16.035812475414073, 'zcp_l2_norm': 843.6575927734375, 'zcp_nwot': 221.91455749030627, 'zcp_params': 3729162.0, 'zcp_plain': 0.01516382209956... | |
NASBench101_191851 | NASBench101 | 191851 | 74070a16fa24fb0af0f0d624aef1e0ae | 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 | 91.396236 | 6,276,786,176 | 21,220,234 | {'zcp_epe_nas': 78.22431475685018, 'zcp_fisher': 10.40926456451416, 'zcp_flops': 100428578816.0, 'zcp_grad_norm': 47.756744384765625, 'zcp_grasp': -0.38787078857421803, 'zcp_jacov': -16.056650647288503, 'zcp_l2_norm': 1014.8201293945312, 'zcp_nwot': 230.26116987055383, 'zcp_params': 21220234.0, 'zcp_plain': 0.009535145... | |
NASBench101_351246 | NASBench101 | 351246 | d455e882dce47e4ce0b85bb29ac41192 | 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, 128x128x1x1]
%onnx::Conv_704[FLOAT, 128x128x1x1]
%onnx::Conv_707[FLOAT, 128x128x3x3]
%onnx::Conv_710[FLOAT, 12... | val_accuracy | 88.311297 | 6,036,400,128 | 20,510,346 | {'zcp_epe_nas': 119.83207974067952, 'zcp_fisher': 734.042724609375, 'zcp_flops': 96582402048.0, 'zcp_grad_norm': 461.09954833984375, 'zcp_grasp': -731.1328125, 'zcp_jacov': -16.06054051434196, 'zcp_l2_norm': 835.0250854492188, 'zcp_nwot': 228.60556449872126, 'zcp_params': 20510346.0, 'zcp_plain': 0.378916829824447, 'zc... | |
NASBench101_178054 | NASBench101 | 178054 | 6bcbcaf2cea640d50387beea0d4bb5c8 | 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 | 89.623398 | 9,033,754,624 | 30,679,178 | {'zcp_epe_nas': 123.01891733013898, 'zcp_fisher': 2519.386962890625, 'zcp_flops': 144540073984.0, 'zcp_grad_norm': 898.2315673828125, 'zcp_grasp': -475.2265625, 'zcp_jacov': -16.051868702803752, 'zcp_l2_norm': 1242.798583984375, 'zcp_nwot': 235.13775292512503, 'zcp_params': 30679178.0, 'zcp_plain': -0.025955270975828, ... | |
NASBench101_330783 | NASBench101 | 330783 | c816739043d60ff46588131cfac20a34 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_716[FLOAT, 128x3x3x3]
%onnx::Conv_717[FLOAT, 128]
%onnx::Conv_719[FLOAT, 32x128x1x1]
%onnx::Conv_720[FLOAT, 32]
%onnx::Conv_722[FLOAT, 32x32x1x1]
%onnx::Conv_725[FLOAT, 32x32x1x1]
%... | val_accuracy | 89.953929 | 308,619,264 | 1,006,794 | {'zcp_epe_nas': 84.26285255067191, 'zcp_fisher': 2.903185129165649, 'zcp_flops': 4937908224.0, 'zcp_grad_norm': 35.51585388183594, 'zcp_grasp': -0.08648681640625, 'zcp_jacov': -16.04536293370574, 'zcp_l2_norm': 622.3577270507812, 'zcp_nwot': 211.57424346497848, 'zcp_params': 1006794.0, 'zcp_plain': 0.001076930435374000... | |
NASBench101_298682 | NASBench101 | 298682 | b4c41416f499cfc81250d6e05f893c2b | 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, 64x128x1x1]
... | val_accuracy | 91.726762 | 1,179,527,168 | 3,905,290 | {'zcp_epe_nas': 94.87338656737681, 'zcp_fisher': 16.692155838012695, 'zcp_flops': 18872434688.0, 'zcp_grad_norm': 81.42008209228516, 'zcp_grasp': -20.85528564453125, 'zcp_jacov': -16.050776645157, 'zcp_l2_norm': 890.9265747070312, 'zcp_nwot': 221.5668910854127, 'zcp_params': 3905290.0, 'zcp_plain': 0.038262091577053, '... | |
NASBench101_124264 | NASBench101 | 124264 | 4b11a8eabf19a9a3dbbae6629d5880b5 | 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, 43x43x1x1]
%onnx::Conv_839[FLOAT, 43x128x1x1]
... | val_accuracy | 91.466343 | 569,894,656 | 1,866,935 | {'zcp_epe_nas': 100.51772981199711, 'zcp_fisher': 76.462646484375, 'zcp_flops': 9118314496.0, 'zcp_grad_norm': 141.581787109375, 'zcp_grasp': 14.92822265625, 'zcp_jacov': -16.054297971502848, 'zcp_l2_norm': 762.62646484375, 'zcp_nwot': 215.7064858733587, 'zcp_params': 1866935.0, 'zcp_plain': -0.012152693234384001, 'zcp... | |
NASBench101_230889 | NASBench101 | 230889 | 8bcc2d86bb745b07d4a1adb169bef13b | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_791[FLOAT, 128x3x3x3]
%onnx::Conv_792[FLOAT, 128]
%onnx::Conv_794[FLOAT, 43x128x1x1]
%onnx::Conv_795[FLOAT, 43]
%onnx::Conv_797[FLOAT, 43x43x1x1]
%onnx::Conv_800[FLOAT, 42x128x1x1]
... | val_accuracy | 91.416264 | 560,040,832 | 1,847,957 | {'zcp_epe_nas': 114.47017319197894, 'zcp_fisher': 2.274003982543945, 'zcp_flops': 8960653312.0, 'zcp_grad_norm': 30.036678314208984, 'zcp_grasp': -0.342025756835937, 'zcp_jacov': -16.056963341658104, 'zcp_l2_norm': 761.5464477539062, 'zcp_nwot': 215.68247895948087, 'zcp_params': 1847957.0, 'zcp_plain': -0.0139636360108... | |
NASBench101_11929 | NASBench101 | 11929 | 0729a1fd2c9e28bac0b45a41220aca43 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_644[FLOAT, 128x3x3x3]
%onnx::Conv_645[FLOAT, 128]
%onnx::Conv_647[FLOAT, 64x128x1x1]
%onnx::Conv_648[FLOAT, 64]
%onnx::Conv_650[FLOAT, 64x128x1x1]
%onnx::Conv_653[FLOAT, 64x64x3x3]
... | val_accuracy | 89.613384 | 1,238,247,424 | 4,081,418 | {'zcp_epe_nas': 139.04078496437756, 'zcp_fisher': 4.168543815612793, 'zcp_flops': 19811958784.0, 'zcp_grad_norm': 43.985164642333984, 'zcp_grasp': -10.246009826660156, 'zcp_jacov': -16.050439880731748, 'zcp_l2_norm': 740.6906127929688, 'zcp_nwot': 221.13662907342348, 'zcp_params': 4081418.0, 'zcp_plain': 0.106118753552... | |
NASBench101_114054 | NASBench101 | 114054 | 44e34b11f6ce10f1c22851da2c9773d0 | 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, 43x128x1x1]
... | val_accuracy | 92.86859 | 1,408,068,224 | 4,730,965 | {'zcp_epe_nas': 119.48103681950816, 'zcp_fisher': 56.19613265991211, 'zcp_flops': 22529091584.0, 'zcp_grad_norm': 136.21450805664062, 'zcp_grasp': -27.16845703125, 'zcp_jacov': -16.070478266355632, 'zcp_l2_norm': 884.1926879882812, 'zcp_nwot': 217.78535441192815, 'zcp_params': 4730965.0, 'zcp_plain': -0.009351402521133... | |
NASBench101_265723 | NASBench101 | 265723 | a0e528ccfdc38eb03a8d8aa51968b7ac | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_986[FLOAT, 128x3x3x3]
%onnx::Conv_987[FLOAT, 128]
%onnx::Conv_989[FLOAT, 64x128x1x1]
%onnx::Conv_990[FLOAT, 64]
%onnx::Conv_992[FLOAT, 64x64x3x3]
%onnx::Conv_995[FLOAT, 64x128x1x1]
... | val_accuracy | 93.369389 | 2,076,977,152 | 6,928,010 | {'zcp_epe_nas': 89.83217832081375, 'zcp_fisher': 31.53862190246582, 'zcp_flops': 33231634432.0, 'zcp_grad_norm': 132.969970703125, 'zcp_grasp': -47.6787109375, 'zcp_jacov': -16.044577195861045, 'zcp_l2_norm': 1190.568359375, 'zcp_nwot': 228.86809151211511, 'zcp_params': 6928010.0, 'zcp_plain': 0.167182758450508, 'zcp_s... | |
NASBench101_323629 | NASBench101 | 323629 | c3d0c446a3abcbc2ff99fc77a16c0c62 | 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, 128x128x3x3]
%onnx::Conv_716[FLOAT, 128x128x1x1]
%onnx::Conv_719[FLOAT, 12... | val_accuracy | 94.43109 | 6,276,786,176 | 21,220,234 | {'zcp_epe_nas': 121.85525480724654, 'zcp_fisher': 2.570351839065551, 'zcp_flops': 100428578816.0, 'zcp_grad_norm': 32.12532424926758, 'zcp_grasp': 1.36669921875, 'zcp_jacov': -16.06960870693365, 'zcp_l2_norm': 1014.568359375, 'zcp_nwot': 231.83433923718565, 'zcp_params': 21220234.0, 'zcp_plain': -0.035543926060199, 'zc... | |
NASBench101_329718 | NASBench101 | 329718 | c770b7c682c03a804243b5e75aaeb5ea | 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, 43x128x1x1]
... | val_accuracy | 92.86859 | 657,742,080 | 2,151,576 | {'zcp_epe_nas': 147.4222382581827, 'zcp_fisher': 0.748509645462036, 'zcp_flops': 10523873280.0, 'zcp_grad_norm': 19.901355743408203, 'zcp_grasp': 0.20368576049804601, 'zcp_jacov': -16.058525325420227, 'zcp_l2_norm': 959.0910034179688, 'zcp_nwot': 218.74726589249434, 'zcp_params': 2151576.0, 'zcp_plain': -0.016516154631... | |
NASBench101_411255 | NASBench101 | 411255 | f87d780e2945fbce33f8967daad5092f | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_671[FLOAT, 128x3x3x3]
%onnx::Conv_672[FLOAT, 128]
%onnx::Conv_674[FLOAT, 64x128x1x1]
%onnx::Conv_675[FLOAT, 64]
%onnx::Conv_677[FLOAT, 64x64x3x3]
%onnx::Conv_680[FLOAT, 64x128x1x1]
... | val_accuracy | 91.526443 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 93.43854797022338, 'zcp_fisher': 36.90062713623047, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 89.25079345703125, 'zcp_grasp': -4.58447265625, 'zcp_jacov': -16.054152614897514, 'zcp_l2_norm': 694.295166015625, 'zcp_nwot': 218.51012722418363, 'zcp_params': 3468426.0, 'zcp_plain': 0.014366896823048002, ... | |
NASBench101_421141 | NASBench101 | 421141 | fe7c967b69a3c1ddea42c416a77fdabd | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_671[FLOAT, 128x3x3x3]
%onnx::Conv_672[FLOAT, 128]
%onnx::Conv_674[FLOAT, 64x128x1x1]
%onnx::Conv_675[FLOAT, 64]
%onnx::Conv_677[FLOAT, 64x64x3x3]
%onnx::Conv_680[FLOAT, 64x64x1x1]
%... | val_accuracy | 89.89383 | 1,587,816,448 | 5,356,682 | {'zcp_epe_nas': 141.95329063215402, 'zcp_fisher': 207.63787841796875, 'zcp_flops': 25405063168.0, 'zcp_grad_norm': 217.02203369140625, 'zcp_grasp': 9.89404296875, 'zcp_jacov': -16.06230911283495, 'zcp_l2_norm': 648.256591796875, 'zcp_nwot': 218.21630551240037, 'zcp_params': 5356682.0, 'zcp_plain': 0.029882974922657003,... | |
NASBench101_352648 | NASBench101 | 352648 | d52950a5fb01ac8bbfee6fe0ef32e2aa | 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 | 89.493191 | 8,759,814,144 | 29,805,450 | {'zcp_epe_nas': 73.63356345277583, 'zcp_fisher': 8089.79638671875, 'zcp_flops': 140157026304.0, 'zcp_grad_norm': 1354.278564453125, 'zcp_grasp': -1447.4375, 'zcp_jacov': -16.06756544374499, 'zcp_l2_norm': 1046.7904052734375, 'zcp_nwot': 232.03588116140412, 'zcp_params': 29805450.0, 'zcp_plain': 0.03335190936923, 'zcp_s... | |
NASBench101_265231 | NASBench101 | 265231 | a098c69df9ff820ef591327fd4df7ab5 | 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, 128x128x1x1]
%onnx::Conv_644[FLOAT, 128x128x1x1]
%onnx::Conv_647[FLOAT, 12... | val_accuracy | 89.713544 | 1,171,007,488 | 3,831,434 | {'zcp_epe_nas': 164.22565042538452, 'zcp_fisher': 14.190656661987305, 'zcp_flops': 18736119808.0, 'zcp_grad_norm': 63.81367874145508, 'zcp_grasp': -8.08245849609375, 'zcp_jacov': -16.053445448403664, 'zcp_l2_norm': 818.7735595703125, 'zcp_nwot': 229.19717972856097, 'zcp_params': 3831434.0, 'zcp_plain': 0.02939119562506... | |
NASBench101_31249 | NASBench101 | 31249 | 12e2f4edc260af533e833d52af17a270 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_635[FLOAT, 128x3x3x3]
%onnx::Conv_636[FLOAT, 128]
%onnx::Conv_638[FLOAT, 64x128x1x1]
%onnx::Conv_639[FLOAT, 64]
%onnx::Conv_641[FLOAT, 64x64x3x3]
%onnx::Conv_644[FLOAT, 64x128x1x1]
... | val_accuracy | 90.835339 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 120.39031847642389, 'zcp_fisher': 6.906013488769531, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 50.666038513183594, 'zcp_grasp': 1.01202392578125, 'zcp_jacov': -16.057209183721326, 'zcp_l2_norm': 694.5264282226562, 'zcp_nwot': 218.44230857847674, 'zcp_params': 3468426.0, 'zcp_plain': -0.05645540356636... | |
NASBench101_351833 | NASBench101 | 351833 | d4b195d7093e08d1e6f6dacd8917d3c9 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_815[FLOAT, 128x3x3x3]
%onnx::Conv_816[FLOAT, 128]
%onnx::Conv_818[FLOAT, 128x128x1x1]
%onnx::Conv_821[FLOAT, 128x128x1x1]
%onnx::Conv_824[FLOAT, 128x128x1x1]
%onnx::Conv_827[FLOAT, 12... | val_accuracy | 93.108976 | 6,584,281,088 | 22,257,802 | {'zcp_epe_nas': 121.75970536477222, 'zcp_fisher': 14.04415225982666, 'zcp_flops': 105348497408.0, 'zcp_grad_norm': 65.46479034423828, 'zcp_grasp': 0.0433349609375, 'zcp_jacov': -16.046646335160297, 'zcp_l2_norm': 1226.18310546875, 'zcp_nwot': 234.6909115794465, 'zcp_params': 22257802.0, 'zcp_plain': 0.017493927851319, ... | |
NASBench101_104712 | NASBench101 | 104712 | 3f536f002356795543ee91d6799ad358 | 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 | 93.028843 | 1,744,316,416 | 5,878,154 | {'zcp_epe_nas': 72.48466147868115, 'zcp_fisher': 10.071513175964355, 'zcp_flops': 27909062656.0, 'zcp_grad_norm': 72.81314086914062, 'zcp_grasp': -8.9632568359375, 'zcp_jacov': -16.05100303337607, 'zcp_l2_norm': 948.1002197265625, 'zcp_nwot': 224.77525918428572, 'zcp_params': 5878154.0, 'zcp_plain': 0.022175967693328, ... | |
NASBench101_33149 | NASBench101 | 33149 | 1410fc833ccbe6773c7241e3692ef586 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_671[FLOAT, 128x3x3x3]
%onnx::Conv_672[FLOAT, 128]
%onnx::Conv_674[FLOAT, 64x128x1x1]
%onnx::Conv_675[FLOAT, 64]
%onnx::Conv_677[FLOAT, 64x128x1x1]
%onnx::Conv_680[FLOAT, 64x64x3x3]
... | val_accuracy | 91.005611 | 1,646,536,704 | 5,532,810 | {'zcp_epe_nas': 58.71149078503317, 'zcp_fisher': 21.359968185424805, 'zcp_flops': 26344587264.0, 'zcp_grad_norm': 72.99847412109375, 'zcp_grasp': 2.025299072265625, 'zcp_jacov': -16.051546208205295, 'zcp_l2_norm': 693.95263671875, 'zcp_nwot': 218.07800255216523, 'zcp_params': 5532810.0, 'zcp_plain': 0.05154977738857200... | |
NASBench101_379093 | NASBench101 | 379093 | e53a25ff6dde6e5520372ca534650138 | 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, 64x64x1x1]
%onnx::Conv_581[FLOAT, 64x64x3x3]
%... | val_accuracy | 89.222759 | 905,586,688 | 3,031,562 | {'zcp_epe_nas': 99.73791243666268, 'zcp_fisher': 27.621950149536133, 'zcp_flops': 14489387008.0, 'zcp_grad_norm': 85.28934478759766, 'zcp_grasp': -17.6744384765625, 'zcp_jacov': -16.06046046941205, 'zcp_l2_norm': 498.5760803222656, 'zcp_nwot': 213.69965187431472, 'zcp_params': 3031562.0, 'zcp_plain': 0.2175752222537990... | |
NASBench101_339346 | NASBench101 | 339346 | cd3527b047bc09cc06dc6a2b60175b75 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_644[FLOAT, 128x3x3x3]
%onnx::Conv_645[FLOAT, 128]
%onnx::Conv_647[FLOAT, 64x128x1x1]
%onnx::Conv_648[FLOAT, 64]
%onnx::Conv_650[FLOAT, 64x64x1x1]
%onnx::Conv_653[FLOAT, 64x128x1x1]
... | val_accuracy | 90.594953 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 97.79197290881896, 'zcp_fisher': 57.635379791259766, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 134.94558715820312, 'zcp_grasp': -31.98583984375, 'zcp_jacov': -16.07462891274301, 'zcp_l2_norm': 695.6890258789062, 'zcp_nwot': 218.55303455281765, 'zcp_params': 3468426.0, 'zcp_plain': 0.060897253453731, ... | |
NASBench101_91279 | NASBench101 | 91279 | 373ef2fc84b52d7ee3962b5ab0ddcccf | 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, 64x64x3x3]
%... | val_accuracy | 91.175884 | 2,191,796,224 | 7,421,066 | {'zcp_epe_nas': 99.40032135593323, 'zcp_fisher': 33.8288688659668, 'zcp_flops': 35068739584.0, 'zcp_grad_norm': 98.75955963134766, 'zcp_grasp': -5.42706298828125, 'zcp_jacov': -16.060836200598786, 'zcp_l2_norm': 648.7487182617188, 'zcp_nwot': 218.08536053941208, 'zcp_params': 7421066.0, 'zcp_plain': 0.038425423204898, ... | |
NASBench101_248987 | NASBench101 | 248987 | 96b7e54561b87d673558768eb2acea35 | 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, 43x128x1x1]
... | val_accuracy | 89.172679 | 603,398,144 | 1,979,695 | {'zcp_epe_nas': 76.04150810245437, 'zcp_fisher': 149.85777282714844, 'zcp_flops': 9654370304.0, 'zcp_grad_norm': 248.05300903320312, 'zcp_grasp': 319.5673828125, 'zcp_jacov': -16.056541532746913, 'zcp_l2_norm': 883.7949829101562, 'zcp_nwot': 218.72102568798263, 'zcp_params': 1979695.0, 'zcp_plain': 0.022841626778244, '... | |
NASBench101_290255 | NASBench101 | 290255 | afb4fa26d3b14dffb4a8794c9a2bceef | 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, 43x128x1x1]
... | val_accuracy | 89.202726 | 537,393,920 | 1,701,550 | {'zcp_epe_nas': 108.82921121601379, 'zcp_fisher': 2.893261432647705, 'zcp_flops': 8598302720.0, 'zcp_grad_norm': 43.81520462036133, 'zcp_grasp': -8.165008544921875, 'zcp_jacov': -16.04693163473005, 'zcp_l2_norm': 834.9368896484375, 'zcp_nwot': 220.97772971853854, 'zcp_params': 1701550.0, 'zcp_plain': 0.090169697999954,... | |
NASBench101_346795 | NASBench101 | 346795 | d1a44eb6d934379cdca63c30fa935749 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_899[FLOAT, 128x3x3x3]
%onnx::Conv_900[FLOAT, 128]
%onnx::Conv_902[FLOAT, 43x128x1x1]
%onnx::Conv_903[FLOAT, 43]
%onnx::Conv_905[FLOAT, 43x43x3x3]
%onnx::Conv_908[FLOAT, 43x128x1x1]
... | val_accuracy | 93.169069 | 1,376,989,440 | 4,568,394 | {'zcp_epe_nas': 163.70190648687154, 'zcp_fisher': 2.789305686950683, 'zcp_flops': 22031831040.0, 'zcp_grad_norm': 44.214744567871094, 'zcp_grasp': -11.505195617675781, 'zcp_jacov': -16.054663631209543, 'zcp_l2_norm': 958.0176391601562, 'zcp_nwot': 222.47383033238145, 'zcp_params': 4568394.0, 'zcp_plain': 0.227366164326... | |
NASBench101_141389 | NASBench101 | 141389 | 5582bde212b2a0293e4f4cb8005ae9ad | 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 | 92.417866 | 2,485,266,432 | 8,379,402 | {'zcp_epe_nas': 126.11916737122077, 'zcp_fisher': 80.0896224975586, 'zcp_flops': 39764262912.0, 'zcp_grad_norm': 190.85943603515625, 'zcp_grasp': 47.66064453125, 'zcp_jacov': -16.053322596943907, 'zcp_l2_norm': 1142.9508056640625, 'zcp_nwot': 226.7801412950848, 'zcp_params': 8379402.0, 'zcp_plain': -0.013494350016117, ... | |
NASBench101_45337 | NASBench101 | 45337 | 1b83bedcd1150587a730075efc63a28f | 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 | 91.576523 | 11,449,673,728 | 38,936,714 | {'zcp_epe_nas': 137.94158828588212, 'zcp_fisher': 143.9772491455078, 'zcp_flops': 183194779648.0, 'zcp_grad_norm': 200.53248596191406, 'zcp_grasp': -29.455810546875, 'zcp_jacov': -16.05372487439553, 'zcp_l2_norm': 1242.3385009765625, 'zcp_nwot': 234.23251833510872, 'zcp_params': 38936714.0, 'zcp_plain': 0.0738350450992... | |
NASBench101_231463 | NASBench101 | 231463 | 8c26406db8adcbd4c4688ba7b26d94c1 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1004[FLOAT, 128x3x3x3]
%onnx::Conv_1005[FLOAT, 128]
%onnx::Conv_1007[FLOAT, 43x128x1x1]
%onnx::Conv_1008[FLOAT, 43]
%onnx::Conv_1010[FLOAT, 43x43x3x3]
%onnx::Conv_1013[FLOAT, 43x128x1... | val_accuracy | 93.419468 | 878,081,280 | 2,854,947 | {'zcp_epe_nas': 165.602090466238, 'zcp_fisher': 2.751776456832885, 'zcp_flops': 14049300480.0, 'zcp_grad_norm': 42.635650634765625, 'zcp_grasp': 2.521240234375, 'zcp_jacov': -16.053457280294054, 'zcp_l2_norm': 1080.1593017578125, 'zcp_nwot': 224.552547679998, 'zcp_params': 2854947.0, 'zcp_plain': -0.055571846663951006,... | |
NASBench101_242778 | NASBench101 | 242778 | 92f31c0e73268fb8ae141b16a2e8d9c1 | 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 | 92.227566 | 1,257,777,152 | 4,166,026 | {'zcp_epe_nas': 108.17274093150138, 'zcp_fisher': 9.757062911987305, 'zcp_flops': 20124434432.0, 'zcp_grad_norm': 65.82183074951172, 'zcp_grasp': -3.997222900390625, 'zcp_jacov': -16.041405984234657, 'zcp_l2_norm': 1039.9443359375, 'zcp_nwot': 224.43947147422358, 'zcp_params': 4166026.0, 'zcp_plain': 0.0134602254256600... | |
NASBench101_165593 | NASBench101 | 165593 | 6444e0241b00e2026cdcc56074af53cc | 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, 128x128x1x1]
%onnx::Conv_980[FLOAT, 12... | val_accuracy | 86.81891 | 11,757,168,640 | 39,974,282 | {'zcp_epe_nas': 125.06337094659277, 'zcp_fisher': 3423.445068359375, 'zcp_flops': 188114698240.0, 'zcp_grad_norm': 971.2588500976562, 'zcp_grasp': -2137.9453125, 'zcp_jacov': -16.05736768174195, 'zcp_l2_norm': 1454.1593017578125, 'zcp_nwot': 236.93292323266743, 'zcp_params': 39974282.0, 'zcp_plain': -0.0022845035418860... | |
NASBench101_14706 | NASBench101 | 14706 | 08d7a215e126736707eddb306f6fde49 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_986[FLOAT, 128x3x3x3]
%onnx::Conv_987[FLOAT, 128]
%onnx::Conv_989[FLOAT, 64x128x1x1]
%onnx::Conv_990[FLOAT, 64]
%onnx::Conv_992[FLOAT, 64x64x3x3]
%onnx::Conv_995[FLOAT, 64x128x1x1]
... | val_accuracy | 93.990386 | 1,940,006,912 | 6,491,146 | {'zcp_epe_nas': 159.81101310170482, 'zcp_fisher': 6.237904548645019, 'zcp_flops': 31040110592.0, 'zcp_grad_norm': 55.80195617675781, 'zcp_grasp': -3.62384033203125, 'zcp_jacov': -16.05578151394912, 'zcp_l2_norm': 1190.21923828125, 'zcp_nwot': 226.89075733126802, 'zcp_params': 6491146.0, 'zcp_plain': 0.03501325845718300... | |
NASBench101_120890 | NASBench101 | 120890 | 4908cb4076e3f9b9666adffed367dcf1 | 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 | 91.997194 | 3,860,867,072 | 12,962,698 | {'zcp_epe_nas': 111.25058257339512, 'zcp_fisher': 68.39105224609375, 'zcp_flops': 61773873152.0, 'zcp_grad_norm': 151.58473205566406, 'zcp_grasp': -25.55419921875, 'zcp_jacov': -16.053248814397506, 'zcp_l2_norm': 1014.63623046875, 'zcp_nwot': 232.03441475954523, 'zcp_params': 12962698.0, 'zcp_plain': 0.0482839234173290... | |
NASBench101_206354 | NASBench101 | 206354 | 7cf4e107b838eb45caab1f336012dc3f | 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 | 90.905446 | 4,168,361,984 | 14,000,266 | {'zcp_epe_nas': 77.47202831916377, 'zcp_fisher': 93.68069458007812, 'zcp_flops': 66693791744.0, 'zcp_grad_norm': 179.63092041015625, 'zcp_grasp': -26.8609619140625, 'zcp_jacov': -16.037943427334, 'zcp_l2_norm': 1226.12744140625, 'zcp_nwot': 234.9876929897966, 'zcp_params': 14000266.0, 'zcp_plain': 0.157852187752723, 'z... | |
NASBench101_127656 | NASBench101 | 127656 | 4d22911c85cd167805a34e36b8204e17 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_959[FLOAT, 128x3x3x3]
%onnx::Conv_960[FLOAT, 128]
%onnx::Conv_962[FLOAT, 128x128x1x1]
%onnx::Conv_965[FLOAT, 128x128x3x3]
%onnx::Conv_968[FLOAT, 128x128x1x1]
%onnx::Conv_971[FLOAT, 12... | val_accuracy | 91.155851 | 4,442,302,464 | 14,873,994 | {'zcp_epe_nas': 103.38380710088654, 'zcp_fisher': 174.0679168701172, 'zcp_flops': 71076839424.0, 'zcp_grad_norm': 241.6417999267578, 'zcp_grasp': -45.31494140625, 'zcp_jacov': -16.04997504170975, 'zcp_l2_norm': 1422.6962890625, 'zcp_nwot': 237.77232008820553, 'zcp_params': 14873994.0, 'zcp_plain': 0.037308029830455, 'z... | |
NASBench101_297653 | NASBench101 | 297653 | b4273059c12d279fba490d8c74fbe312 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_992[FLOAT, 128x3x3x3]
%onnx::Conv_993[FLOAT, 128]
%onnx::Conv_995[FLOAT, 43x128x1x1]
%onnx::Conv_996[FLOAT, 43]
%onnx::Conv_998[FLOAT, 43x43x1x1]
%onnx::Conv_1001[FLOAT, 43x43x3x3]
... | val_accuracy | 92.86859 | 962,761,344 | 3,187,875 | {'zcp_epe_nas': 108.65287961463798, 'zcp_fisher': 7.651325702667236, 'zcp_flops': 15404181504.0, 'zcp_grad_norm': 66.62973022460938, 'zcp_grasp': -2.17950439453125, 'zcp_jacov': -16.040342183860027, 'zcp_l2_norm': 1080.6290283203125, 'zcp_nwot': 220.83112329305632, 'zcp_params': 3187875.0, 'zcp_plain': 0.05915956199169... | |
NASBench101_158252 | NASBench101 | 158252 | 5fcb2042706c08ce2099cbf59cedd206 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_518[FLOAT, 128x3x3x3]
%onnx::Conv_519[FLOAT, 128]
%onnx::Conv_521[FLOAT, 64x128x1x1]
%onnx::Conv_522[FLOAT, 64]
%onnx::Conv_524[FLOAT, 64x64x1x1]
%onnx::Conv_527[FLOAT, 64x128x1x1]
... | val_accuracy | 87.560093 | 360,327,168 | 1,143,306 | {'zcp_epe_nas': 77.21878434913808, 'zcp_fisher': 7.627819061279297, 'zcp_flops': 5765234688.0, 'zcp_grad_norm': 48.14265441894531, 'zcp_grasp': -27.2294921875, 'zcp_jacov': -16.050312080438708, 'zcp_l2_norm': 544.6140747070312, 'zcp_nwot': 213.9824685892974, 'zcp_params': 1143306.0, 'zcp_plain': 0.23009285330772403, 'z... | |
NASBench101_317741 | NASBench101 | 317741 | c03ef2adacfaaa2a88f5ae42f335e217 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_671[FLOAT, 128x3x3x3]
%onnx::Conv_672[FLOAT, 128]
%onnx::Conv_674[FLOAT, 64x128x1x1]
%onnx::Conv_675[FLOAT, 64]
%onnx::Conv_677[FLOAT, 64x64x1x1]
%onnx::Conv_680[FLOAT, 64x128x1x1]
... | val_accuracy | 89.623398 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 104.38060103374139, 'zcp_fisher': 18.314701080322266, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 81.81378173828125, 'zcp_grasp': 4.05194091796875, 'zcp_jacov': -16.065690250347117, 'zcp_l2_norm': 693.5285034179688, 'zcp_nwot': 218.368690371779, 'zcp_params': 3468426.0, 'zcp_plain': 0.01779793202877000... | |
NASBench101_382797 | NASBench101 | 382797 | e76f44864b4310328f765b35335ebec0 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_878[FLOAT, 128x3x3x3]
%onnx::Conv_879[FLOAT, 128]
%onnx::Conv_881[FLOAT, 128x128x1x1]
%onnx::Conv_884[FLOAT, 128x128x1x1]
%onnx::Conv_887[FLOAT, 128x128x1x1]
%onnx::Conv_890[FLOAT, 12... | val_accuracy | 91.856968 | 6,584,281,088 | 22,257,802 | {'zcp_epe_nas': 97.56509607683688, 'zcp_fisher': 473.06658935546875, 'zcp_flops': 105348497408.0, 'zcp_grad_norm': 329.8537292480469, 'zcp_grasp': -182.24609375, 'zcp_jacov': -16.04641256653582, 'zcp_l2_norm': 1226.390380859375, 'zcp_nwot': 234.62852137769488, 'zcp_params': 22257802.0, 'zcp_plain': 0.10365433990955301,... | |
NASBench101_16891 | NASBench101 | 16891 | 0a2ab93ab8df4f5c8e9035b3e3e7358b | 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, 128x128x1x1]
%onnx::Conv_755[FLOAT, 12... | val_accuracy | 88.501602 | 3,860,867,072 | 12,962,698 | {'zcp_epe_nas': 123.90386179927332, 'zcp_fisher': 207.5336456298828, 'zcp_flops': 61773873152.0, 'zcp_grad_norm': 227.6407012939453, 'zcp_grasp': -35.62060546875, 'zcp_jacov': -16.05687947011252, 'zcp_l2_norm': 1014.7161865234375, 'zcp_nwot': 232.28428489517304, 'zcp_params': 12962698.0, 'zcp_plain': -0.031372584402561... | |
NASBench101_228321 | NASBench101 | 228321 | 8a4c5dba18b4f60e2762c2ff17acd427 | 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, 32x128x1x1]
%onnx::Conv_774[FLOAT, 32]
%onnx::Conv_776[FLOAT, 32x32x3x3]
%onnx::Conv_779[FLOAT, 32x32x1x1]
%... | val_accuracy | 90.705127 | 459,614,208 | 1,522,890 | {'zcp_epe_nas': 76.99105469277008, 'zcp_fisher': 416.5586853027344, 'zcp_flops': 7353827328.0, 'zcp_grad_norm': 336.0780334472656, 'zcp_grasp': 186.1171875, 'zcp_jacov': -16.0530862865851, 'zcp_l2_norm': 622.2319946289062, 'zcp_nwot': 211.79751406494753, 'zcp_params': 1522890.0, 'zcp_plain': -0.016064204275608, 'zcp_sn... | |
NASBench101_234931 | NASBench101 | 234931 | 8e3036e84f541f9be21574f7626fa832 | 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, 32x128x1x1]
%onnx::Conv_576[FLOAT, 32]
%onnx::Conv_578[FLOAT, 32x32x1x1]
%onnx::Conv_581[FLOAT, 32x32x1x1]
%... | val_accuracy | 85.266429 | 117,123,072 | 358,986 | {'zcp_epe_nas': 114.67432484899443, 'zcp_fisher': 76.4357681274414, 'zcp_flops': 1873969152.0, 'zcp_grad_norm': 189.12025451660156, 'zcp_grasp': -57.5625, 'zcp_jacov': -16.064917667872553, 'zcp_l2_norm': 409.91741943359375, 'zcp_nwot': 205.05072519794382, 'zcp_params': 358986.0, 'zcp_plain': 0.007619571406394, 'zcp_sni... | |
NASBench101_312200 | NASBench101 | 312200 | bce3459a38e36f24b0e709964f6350e0 | 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, 64x64x3x3]
%... | val_accuracy | 88.461536 | 983,836,672 | 3,292,298 | {'zcp_epe_nas': 213.06773348112168, 'zcp_fisher': 78.53095245361328, 'zcp_flops': 15741386752.0, 'zcp_grad_norm': 158.07553100585938, 'zcp_grasp': -53.517333984375, 'zcp_jacov': -16.056534196494958, 'zcp_l2_norm': 648.2179565429688, 'zcp_nwot': 218.5030169317757, 'zcp_params': 3292298.0, 'zcp_plain': 0.252552241086959,... | |
NASBench101_383919 | NASBench101 | 383919 | e81b9eb31066fd92a2a12f9895234dbc | 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, 32x32x3x3]
%onnx::Conv_869[FLOAT, 32x32x3x3]
%... | val_accuracy | 90.995592 | 781,854,720 | 2,620,938 | {'zcp_epe_nas': 95.66837249400616, 'zcp_fisher': 99.8343505859375, 'zcp_flops': 12509675520.0, 'zcp_grad_norm': 206.8919677734375, 'zcp_grasp': -197.7451171875, 'zcp_jacov': -16.069570590722293, 'zcp_l2_norm': 728.0237426757812, 'zcp_nwot': 214.0873788557627, 'zcp_params': 2620938.0, 'zcp_plain': 0.021368596702814, 'zc... | |
NASBench101_155247 | NASBench101 | 155247 | 5df5a3d93f9c0088cddfbd7cd992635f | 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, 128x128x3x3]
%onnx::Conv_1076[FLOAT, 128x128x1x1]
%onnx::Conv_1079[FLO... | val_accuracy | 92.778444 | 7,165,716,480 | 24,169,098 | {'zcp_epe_nas': 87.56803222129074, 'zcp_fisher': 52.31648254394531, 'zcp_flops': 114651463680.0, 'zcp_grad_norm': 145.38368225097656, 'zcp_grasp': -5.633544921875, 'zcp_jacov': -16.040031345494903, 'zcp_l2_norm': 1633.8719482421875, 'zcp_nwot': 239.6388107863611, 'zcp_params': 24169098.0, 'zcp_plain': -0.02402229793369... | |
NASBench101_207151 | NASBench101 | 207151 | 7d6a6a2729adb289c7fb35fbf5ea5b28 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_815[FLOAT, 128x3x3x3]
%onnx::Conv_816[FLOAT, 128]
%onnx::Conv_818[FLOAT, 43x128x1x1]
%onnx::Conv_819[FLOAT, 43]
%onnx::Conv_821[FLOAT, 43x43x1x1]
%onnx::Conv_824[FLOAT, 43x128x1x1]
... | val_accuracy | 91.536456 | 567,190,784 | 1,861,666 | {'zcp_epe_nas': 114.56347884294358, 'zcp_fisher': 138.00865173339844, 'zcp_flops': 9075052544.0, 'zcp_grad_norm': 204.6251983642578, 'zcp_grasp': -157.423828125, 'zcp_jacov': -16.057878515558947, 'zcp_l2_norm': 760.7783203125, 'zcp_nwot': 215.95036141600215, 'zcp_params': 1861666.0, 'zcp_plain': 0.05440418794751101, 'z... | |
NASBench101_357348 | NASBench101 | 357348 | d7fba5b616adeb366a0233c5cb5872bd | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_842[FLOAT, 128x3x3x3]
%onnx::Conv_843[FLOAT, 128]
%onnx::Conv_845[FLOAT, 64x128x1x1]
%onnx::Conv_846[FLOAT, 64]
%onnx::Conv_848[FLOAT, 64x64x3x3]
%onnx::Conv_851[FLOAT, 64x128x1x1]
... | val_accuracy | 92.558092 | 1,394,747,392 | 4,602,890 | {'zcp_epe_nas': 140.82737467116743, 'zcp_fisher': 2.6349737644195548, 'zcp_flops': 22315958272.0, 'zcp_grad_norm': 37.40929412841797, 'zcp_grasp': 0.9865570068359371, 'zcp_jacov': -16.064784283802588, 'zcp_l2_norm': 1040.721923828125, 'zcp_nwot': 226.65283854026433, 'zcp_params': 4602890.0, 'zcp_plain': -0.031604219228... | |
NASBench101_135065 | NASBench101 | 135065 | 51b532ded333b6b78371cdc310634c71 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_761[FLOAT, 128x3x3x3]
%onnx::Conv_762[FLOAT, 128]
%onnx::Conv_764[FLOAT, 64x128x1x1]
%onnx::Conv_765[FLOAT, 64]
%onnx::Conv_767[FLOAT, 64x64x3x3]
%onnx::Conv_770[FLOAT, 64x64x1x1]
%... | val_accuracy | 92.1875 | 1,724,786,688 | 5,793,546 | {'zcp_epe_nas': 95.67854533239989, 'zcp_fisher': 53.270938873291016, 'zcp_flops': 27596587008.0, 'zcp_grad_norm': 115.04466247558594, 'zcp_grasp': 3.649658203125, 'zcp_jacov': -16.06113149718601, 'zcp_l2_norm': 843.641357421875, 'zcp_nwot': 221.4300628957602, 'zcp_params': 5793546.0, 'zcp_plain': 0.0037432678509500003,... | |
NASBench101_228251 | NASBench101 | 228251 | 8a439a954edd2f3165474408f02c35cb | 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, 32x128x1x1]
%onnx::Conv_927[FLOAT, 32]
%onnx::Conv_929[FLOAT, 32x32x1x1]
%onnx::Conv_932[FLOAT, 32x32x3x3]
%... | val_accuracy | 92.558092 | 445,589,504 | 1,443,658 | {'zcp_epe_nas': 148.20437525627983, 'zcp_fisher': 0.577668845653533, 'zcp_flops': 7129432064.0, 'zcp_grad_norm': 19.987491607666016, 'zcp_grasp': -0.6199760437011711, 'zcp_jacov': -16.05312609289257, 'zcp_l2_norm': 1014.6351928710938, 'zcp_nwot': 216.7835009731781, 'zcp_params': 1443658.0, 'zcp_plain': 0.03306886181235... | |
NASBench101_34224 | NASBench101 | 34224 | 14ba7ba8fff34789ef858938cfbf7120 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_887[FLOAT, 128x3x3x3]
%onnx::Conv_888[FLOAT, 128]
%onnx::Conv_890[FLOAT, 64x128x1x1]
%onnx::Conv_891[FLOAT, 64]
%onnx::Conv_893[FLOAT, 64x64x3x3]
%onnx::Conv_896[FLOAT, 64x64x3x3]
%... | val_accuracy | 91.095752 | 3,010,996,224 | 10,183,050 | {'zcp_epe_nas': 65.3303903747995, 'zcp_fisher': 1186.618896484375, 'zcp_flops': 48175939584.0, 'zcp_grad_norm': 672.46337890625, 'zcp_grasp': 748.5859375, 'zcp_jacov': -16.053763509148304, 'zcp_l2_norm': 994.2223510742188, 'zcp_nwot': 224.3162556507526, 'zcp_params': 10183050.0, 'zcp_plain': 0.042403176426887006, 'zcp_... | |
NASBench101_11517 | NASBench101 | 11517 | 06eb569aa649cf303a4991cf28788113 | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_884[FLOAT, 128x3x3x3]
%onnx::Conv_885[FLOAT, 128]
%onnx::Conv_887[FLOAT, 43x128x1x1]
%onnx::Conv_888[FLOAT, 43]
%onnx::Conv_890[FLOAT, 43x43x1x1]
%onnx::Conv_893[FLOAT, 43x128x1x1]
... | val_accuracy | 91.426283 | 658,421,376 | 2,152,866 | {'zcp_epe_nas': 129.41149754163948, 'zcp_fisher': 4.197208881378174, 'zcp_flops': 10534742016.0, 'zcp_grad_norm': 46.2502326965332, 'zcp_grasp': 3.073211669921875, 'zcp_jacov': -16.04061796824803, 'zcp_l2_norm': 959.2516479492188, 'zcp_nwot': 218.57346981078592, 'zcp_params': 2152866.0, 'zcp_plain': -0.0314504802227020... | |
NASBench101_80690 | NASBench101 | 80690 | 30f1b43408f744244c3bfe30809fb47a | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_1013[FLOAT, 128x3x3x3]
%onnx::Conv_1014[FLOAT, 128]
%onnx::Conv_1016[FLOAT, 43x128x1x1]
%onnx::Conv_1017[FLOAT, 43]
%onnx::Conv_1019[FLOAT, 43x43x3x3]
%onnx::Conv_1022[FLOAT, 43x43x3x... | val_accuracy | 93.129009 | 1,444,989,952 | 4,850,651 | {'zcp_epe_nas': 104.9895702271533, 'zcp_fisher': 59.28803634643555, 'zcp_flops': 23119839232.0, 'zcp_grad_norm': 162.5377655029297, 'zcp_grasp': -85.20654296875, 'zcp_jacov': -16.066652492863124, 'zcp_l2_norm': 1007.6551513671875, 'zcp_nwot': 220.76811466949948, 'zcp_params': 4850651.0, 'zcp_plain': 0.01758024469017900... | |
NASBench101_266111 | NASBench101 | 266111 | a125e1082184ff8924edfea2d94afe63 | 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, 64x64x1x1]
%... | val_accuracy | 92.798477 | 1,336,027,136 | 4,426,762 | {'zcp_epe_nas': 87.98302295242773, 'zcp_fisher': 21.60128402709961, 'zcp_flops': 21376434176.0, 'zcp_grad_norm': 92.33531951904297, 'zcp_grasp': -5.338134765625, 'zcp_jacov': -16.05326665439934, 'zcp_l2_norm': 1190.8419189453125, 'zcp_nwot': 227.09091019940814, 'zcp_params': 4426762.0, 'zcp_plain': 0.023344032466411, '... | |
NASBench101_9511 | NASBench101 | 9511 | 05b1d1fefaab3e940877c9fc2eccc83d | 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, 64x128x1x1]
... | val_accuracy | 92.678285 | 1,042,556,928 | 3,468,426 | {'zcp_epe_nas': 120.97062867882599, 'zcp_fisher': 2.057490110397339, 'zcp_flops': 16680910848.0, 'zcp_grad_norm': 23.787755966186523, 'zcp_grasp': -0.35999679565429604, 'zcp_jacov': -16.065494923047268, 'zcp_l2_norm': 694.9071655273438, 'zcp_nwot': 218.06849152120438, 'zcp_params': 3468426.0, 'zcp_plain': -0.0089042671... | |
NASBench101_258995 | NASBench101 | 258995 | 9cda9f8a30af53355b0ecb146e5818fb | 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 | 90.594953 | 6,617,835,520 | 22,421,642 | {'zcp_epe_nas': 134.7573706041386, 'zcp_fisher': 1269.384765625, 'zcp_flops': 105885368320.0, 'zcp_grad_norm': 598.8551025390625, 'zcp_grasp': 2319.2578125, 'zcp_jacov': -16.058280474675257, 'zcp_l2_norm': 1242.74658203125, 'zcp_nwot': 235.26894221622598, 'zcp_params': 22421642.0, 'zcp_plain': -0.012566742487251, 'zcp_... | |
NASBench101_217247 | NASBench101 | 217247 | 839caaa84fb28b28d3409f34c49e8948 | 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, 64x128x1x1]
... | val_accuracy | 92.307693 | 1,783,506,944 | 5,969,674 | {'zcp_epe_nas': 87.74975650745196, 'zcp_fisher': 10.466567039489746, 'zcp_flops': 28536111104.0, 'zcp_grad_norm': 59.055667877197266, 'zcp_grasp': -2.992919921875, 'zcp_jacov': -16.05774376104925, 'zcp_l2_norm': 890.6311645507812, 'zcp_nwot': 221.0992310774493, 'zcp_params': 5969674.0, 'zcp_plain': 0.014180463738739001... | |
NASBench101_362451 | NASBench101 | 362451 | db1735434f26a02f38b94886782b2f1f | graph torch_jit (
%input.1[FLOAT, 1x3x32x32]
%classifier.weight[FLOAT, 10x512]
%classifier.bias[FLOAT, 10]
%onnx::Conv_716[FLOAT, 128x3x3x3]
%onnx::Conv_717[FLOAT, 128]
%onnx::Conv_719[FLOAT, 64x128x1x1]
%onnx::Conv_720[FLOAT, 64]
%onnx::Conv_722[FLOAT, 64x64x3x3]
%onnx::Conv_725[FLOAT, 64x64x1x1]
%... | val_accuracy | 91.917068 | 1,257,777,152 | 4,166,026 | {'zcp_epe_nas': 93.05726275041559, 'zcp_fisher': 2.841496706008911, 'zcp_flops': 20124434432.0, 'zcp_grad_norm': 39.189170837402344, 'zcp_grasp': -4.686248779296875, 'zcp_jacov': -16.052629407772578, 'zcp_l2_norm': 843.482177734375, 'zcp_nwot': 224.2206831462309, 'zcp_params': 4166026.0, 'zcp_plain': 0.1248069480061530... |
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