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Created October 13, 2020 20:46
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Benchmark results
Raw
benchmark_aarch64.csv
name iterations real_time cpu_time time_unit bytes_per_second items_per_second label error_occurred error_message
quantize_per_channel_2d/C:4/N:4 147113 4747.67 4740.25 ns
quantize_per_channel_2d/C:4/N:8 143417 4894.91 4885.61 ns
quantize_per_channel_2d/C:4/N:16 134224 5210.57 5196.13 ns
quantize_per_channel_2d/C:4/N:32 122006 5760.92 5748.05 ns
quantize_per_channel_2d/C:4/N:64 102375 6860.45 6846.2 ns
quantize_per_channel_2d/C:4/N:128 77474 9045.41 9032.78 ns
quantize_per_channel_2d/C:4/N:256 51962 13498.2 13473.3 ns
quantize_per_channel_2d/C:8/N:4 142687 4914.12 4902.55 ns
quantize_per_channel_2d/C:8/N:8 133899 5209.63 5197.62 ns
quantize_per_channel_2d/C:8/N:16 121576 5759.88 5749.53 ns
quantize_per_channel_2d/C:8/N:32 102842 6829.96 6816.9 ns
quantize_per_channel_2d/C:8/N:64 77381 9131.89 9069.14 ns
quantize_per_channel_2d/C:8/N:128 51693 13495.1 13468.2 ns
quantize_per_channel_2d/C:8/N:256 31429 22333 22269.2 ns
quantize_per_channel_2d/C:16/N:4 134441 5207.57 5199.18 ns
quantize_per_channel_2d/C:16/N:8 120851 5789.32 5780.18 ns
quantize_per_channel_2d/C:16/N:16 102488 6870.98 6853.73 ns
quantize_per_channel_2d/C:16/N:32 77429 9068.46 9048.05 ns
quantize_per_channel_2d/C:16/N:64 51637 13561.9 13531.2 ns
quantize_per_channel_2d/C:16/N:128 31446 22260.5 22213.6 ns
quantize_per_channel_2d/C:16/N:256 17631 39857.6 39722.7 ns
quantize_per_channel_2d/C:32/N:4 119931 5845.05 5828.97 ns
quantize_per_channel_2d/C:32/N:8 101043 6964.44 6949.12 ns
quantize_per_channel_2d/C:32/N:16 77122 9116.25 9094.12 ns
quantize_per_channel_2d/C:32/N:32 51959 13470.3 13448.8 ns
quantize_per_channel_2d/C:32/N:64 31344 22435.4 22331.2 ns
quantize_per_channel_2d/C:32/N:128 17559 40129.9 39983.7 ns
quantize_per_channel_2d/C:32/N:256 9344 75285.9 75069.6 ns
quantize_per_channel_2d/C:64/N:4 100520 6985.65 6971.37 ns
quantize_per_channel_2d/C:64/N:8 75789 9265.05 9243.35 ns
quantize_per_channel_2d/C:64/N:16 51704 13597.2 13542.2 ns
quantize_per_channel_2d/C:64/N:32 31426 22389.3 22306.6 ns
quantize_per_channel_2d/C:64/N:64 17440 40226.4 40135.5 ns
quantize_per_channel_2d/C:64/N:128 9297 75260 75098.4 ns
quantize_per_channel_2d/C:64/N:256 4827 145433 145086 ns
quantize_per_channel_2d/C:128/N:4 75224 9396.79 9368.7 ns
quantize_per_channel_2d/C:128/N:8 50230 13963.9 13935.9 ns
quantize_per_channel_2d/C:128/N:16 31139 22549.3 22497 ns
quantize_per_channel_2d/C:128/N:32 17544 39929.3 39869.3 ns
quantize_per_channel_2d/C:128/N:64 9219 76083.3 75645.1 ns
quantize_per_channel_2d/C:128/N:128 4799 146251 145870 ns
quantize_per_channel_2d/C:128/N:256 2454 286896 285668 ns
quantize_per_channel_2d/C:256/N:4 49738 14099.4 14065.1 ns
quantize_per_channel_2d/C:256/N:8 30181 23263.6 23226 ns
quantize_per_channel_2d/C:256/N:16 17357 40636.8 40512 ns
quantize_per_channel_2d/C:256/N:32 9265 75619.7 75433.6 ns
quantize_per_channel_2d/C:256/N:64 4767 147577 147157 ns
quantize_per_channel_2d/C:256/N:128 2445 286755 286209 ns
quantize_per_channel_2d/C:256/N:256 1187 594092 592257 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:4/W:4 49838 14160.3 14114.3 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:8/W:8 17180 40834 40730.9 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:16/W:16 4757 147130 146861 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:32/W:32 1192 590846 587917 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:64/W:64 285 2.48107e+06 2.46363e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:128/W:128 72 9.88209e+06 9.82576e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:4/W:4 30032 23351 23300.4 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:8/W:8 9195 76270 76135 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:16/W:16 2439 289270 287132 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:32/W:32 588 1.19067e+06 1.18597e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:64/W:64 141 4.9914e+06 4.95925e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:128/W:128 36 1.95957e+07 1.94869e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:4/W:4 16774 41932.3 41815.5 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:8/W:8 4724 148140 147484 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:16/W:16 1183 594466 592683 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:32/W:32 291 2.39471e+06 2.3848e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:64/W:64 71 9.92448e+06 9.85271e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:128/W:128 18 3.92706e+07 3.90027e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:4/W:4 8836 78781.7 78577 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:8/W:8 2418 290381 289551 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:16/W:16 597 1.17805e+06 1.17429e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:32/W:32 146 4.84945e+06 4.81352e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:64/W:64 36 1.99114e+07 1.97967e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:128/W:128 9 7.82954e+07 7.76318e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:4/W:4 4578 153285 152974 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:8/W:8 1172 601170 598602 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:16/W:16 290 2.41096e+06 2.39681e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:32/W:32 73 9.69045e+06 9.6263e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:64/W:64 18 3.9438e+07 3.9131e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:128/W:128 5 1.56332e+08 1.55409e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:4/W:4 2319 301519 300974 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:8/W:8 584 1.20357e+06 1.19787e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:16/W:16 145 4.83694e+06 4.80725e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:32/W:32 37 1.92978e+07 1.9123e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:64/W:64 9 7.902e+07 7.83439e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:128/W:128 2 3.12209e+08 3.10429e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:4/W:4 29831 23458.2 23420.8 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:8/W:8 9128 77013.8 76735.6 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:16/W:16 2416 290711 289697 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:32/W:32 593 1.18089e+06 1.17704e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:64/W:64 142 4.95874e+06 4.93333e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:128/W:128 36 1.97213e+07 1.96027e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:4/W:4 16654 42225.5 42051.4 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:8/W:8 4714 148636 148230 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:16/W:16 1174 593542 592061 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:32/W:32 294 2.39852e+06 2.38375e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:64/W:64 71 9.93493e+06 9.87735e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:128/W:128 18 3.92263e+07 3.89973e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:4/W:4 8838 79201.8 79027.8 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:8/W:8 2418 290436 289689 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:16/W:16 593 1.21e+06 1.20097e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:32/W:32 145 4.87008e+06 4.83584e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:64/W:64 35 1.97959e+07 1.96802e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:128/W:128 9 7.80213e+07 7.74654e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:4/W:4 4547 154211 153686 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:8/W:8 1143 607043 604150 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:16/W:16 292 2.40435e+06 2.39158e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:32/W:32 73 9.6278e+06 9.57546e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:64/W:64 18 3.94806e+07 3.9244e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:128/W:128 5 1.56494e+08 1.5569e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:4/W:4 2315 302430 301751 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:8/W:8 592 1.1915e+06 1.18702e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:16/W:16 146 4.84738e+06 4.79603e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:32/W:32 37 1.93248e+07 1.92092e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:64/W:64 9 7.8511e+07 7.81678e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:128/W:128 2 3.12143e+08 3.09975e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:4/W:4 1135 621558 618458 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:8/W:8 290 2.43107e+06 2.41843e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:16/W:16 73 9.59144e+06 9.54232e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:32/W:32 19 3.82659e+07 3.80033e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:64/W:64 4 1.58151e+08 1.57329e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:128/W:128 1 6.16893e+08 6.14647e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:4/W:4 16588 42311.2 42211.6 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:8/W:8 4685 150251 149682 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:16/W:16 1147 601940 599734 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:32/W:32 295 2.39445e+06 2.38236e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:64/W:64 72 9.85261e+06 9.79861e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:128/W:128 18 3.9242e+07 3.89992e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:4/W:4 8770 79821.9 79573.2 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:8/W:8 2403 292544 291645 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:16/W:16 597 1.17697e+06 1.17369e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:32/W:32 146 4.84958e+06 4.80285e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:64/W:64 36 1.98269e+07 1.97118e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:128/W:128 9 7.80215e+07 7.75853e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:4/W:4 4555 153928 153567 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:8/W:8 1168 600969 599230 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:16/W:16 292 2.41443e+06 2.40051e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:32/W:32 73 9.65324e+06 9.593e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:64/W:64 18 3.92953e+07 3.90893e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:128/W:128 5 1.56524e+08 1.55393e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:4/W:4 2306 303489 302591 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:8/W:8 583 1.19995e+06 1.19532e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:16/W:16 146 4.82137e+06 4.78962e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:32/W:32 37 1.94879e+07 1.93307e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:64/W:64 9 7.98661e+07 7.92946e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:128/W:128 2 3.13553e+08 3.11849e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:4/W:4 1131 619838 617802 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:8/W:8 290 2.43518e+06 2.42043e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:16/W:16 74 9.59777e+06 9.53451e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:32/W:32 18 3.80605e+07 3.78735e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:64/W:64 4 1.57245e+08 1.5648e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:128/W:128 1 6.21848e+08 6.17677e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:4/W:4 572 1.23524e+06 1.22828e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:8/W:8 145 4.87885e+06 4.84357e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:16/W:16 37 1.92793e+07 1.90235e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:32/W:32 9 7.64568e+07 7.60316e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:64/W:64 2 3.14433e+08 3.12738e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:128/W:128 1 1.23984e+09 1.23333e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:4/W:4 8764 80020.6 79878.1 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:8/W:8 2386 295338 293405 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:16/W:16 583 1.20032e+06 1.1955e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:32/W:32 146 4.82217e+06 4.79086e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:64/W:64 36 1.96141e+07 1.9499e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:128/W:128 9 7.83842e+07 7.775e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:4/W:4 4518 155049 154602 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:8/W:8 1156 605392 603574 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:16/W:16 290 2.38929e+06 2.37888e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:32/W:32 74 9.58769e+06 9.52699e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:64/W:64 18 3.93128e+07 3.90925e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:128/W:128 5 1.56132e+08 1.5532e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:4/W:4 2312 303413 302770 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:8/W:8 588 1.21616e+06 1.20011e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:16/W:16 146 4.82538e+06 4.79417e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:32/W:32 37 1.921e+07 1.90821e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:64/W:64 9 7.85283e+07 7.80995e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:128/W:128 2 3.13485e+08 3.11073e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:4/W:4 1113 624841 622952 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:8/W:8 290 2.43188e+06 2.4119e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:16/W:16 73 9.58011e+06 9.53083e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:32/W:32 18 3.83447e+07 3.7966e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:64/W:64 4 1.58201e+08 1.57201e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:128/W:128 1 6.18427e+08 6.15647e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:4/W:4 567 1.23151e+06 1.22719e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:8/W:8 145 4.91052e+06 4.85621e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:16/W:16 37 1.92246e+07 1.9059e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:32/W:32 9 7.62407e+07 7.58249e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:64/W:64 2 3.16434e+08 3.125e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:128/W:128 1 1.23465e+09 1.22879e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:4/W:4 284 2.49612e+06 2.47853e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:8/W:8 73 9.69115e+06 9.63317e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:16/W:16 18 3.80395e+07 3.78102e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:32/W:32 5 1.5249e+08 1.51387e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:64/W:64 1 6.32376e+08 6.25986e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:128/W:128 1 2.48206e+09 2.47012e+09 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:4/W:4 49798 14117.5 14071.6 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:8/W:8 17171 40974.3 40834 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:16/W:16 4759 147648 147264 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:32/W:32 1185 593855 591813 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:64/W:64 287 2.46135e+06 2.44483e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:128/W:128 71 9.8925e+06 9.81664e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:4/W:4 30156 23404.3 23295.4 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:8/W:8 9184 76517.3 76333 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:16/W:16 2435 287925 287219 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:32/W:32 598 1.18238e+06 1.17793e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:64/W:64 142 4.99459e+06 4.96158e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:128/W:128 36 1.97182e+07 1.9601e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:4/W:4 16757 41833.1 41737.6 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:8/W:8 4753 147823 147338 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:16/W:16 1183 596173 593608 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:32/W:32 291 2.42846e+06 2.41368e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:64/W:64 71 9.98455e+06 9.92112e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:128/W:128 18 3.90745e+07 3.88614e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:4/W:4 8859 78955.3 78751.7 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:8/W:8 2417 290311 289505 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:16/W:16 588 1.18486e+06 1.18082e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:32/W:32 146 4.8287e+06 4.80541e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:64/W:64 36 1.97766e+07 1.96713e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:128/W:128 9 7.81924e+07 7.77364e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:4/W:4 4574 153619 153195 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:8/W:8 1171 600898 599050 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:16/W:16 295 2.39206e+06 2.37994e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:32/W:32 73 9.64862e+06 9.56544e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:64/W:64 18 3.96134e+07 3.94088e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:128/W:128 5 1.55646e+08 1.54905e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:4/W:4 2326 301799 300724 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:8/W:8 573 1.21179e+06 1.20623e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:16/W:16 145 4.8458e+06 4.81458e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:32/W:32 37 1.91752e+07 1.90711e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:64/W:64 9 7.90468e+07 7.83595e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:128/W:128 2 3.11781e+08 3.10097e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:4/W:4 29805 23491.6 23447.5 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:8/W:8 9124 76912.5 76759.5 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:16/W:16 2423 290195 289284 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:32/W:32 595 1.18811e+06 1.18272e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:64/W:64 141 4.96702e+06 4.94006e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:128/W:128 36 1.96773e+07 1.95353e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:4/W:4 16707 42614 42107.6 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:8/W:8 4726 148591 148206 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:16/W:16 1173 597379 595456 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:32/W:32 292 2.38436e+06 2.37416e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:64/W:64 71 9.93873e+06 9.86005e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:128/W:128 18 3.90968e+07 3.88489e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:4/W:4 8870 79100 78965 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:8/W:8 2416 291466 290240 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:16/W:16 587 1.20036e+06 1.19528e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:32/W:32 145 4.84935e+06 4.8169e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:64/W:64 36 1.99174e+07 1.97245e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:128/W:128 9 7.83938e+07 7.77495e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:4/W:4 4560 153946 153517 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:8/W:8 1165 601067 599395 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:16/W:16 291 2.39164e+06 2.3814e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:32/W:32 73 9.65225e+06 9.57835e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:64/W:64 18 3.9571e+07 3.93378e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:128/W:128 5 1.56424e+08 1.55579e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:4/W:4 2323 301864 301276 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:8/W:8 588 1.2121e+06 1.19299e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:16/W:16 145 4.83654e+06 4.80552e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:32/W:32 37 1.92593e+07 1.91333e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:64/W:64 9 7.86518e+07 7.81966e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:128/W:128 2 3.12275e+08 3.10422e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:4/W:4 1133 616992 615494 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:8/W:8 289 2.42442e+06 2.41253e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:16/W:16 73 9.6053e+06 9.54002e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:32/W:32 18 3.83507e+07 3.81483e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:64/W:64 4 1.58216e+08 1.5737e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:128/W:128 1 6.19888e+08 6.16049e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:4/W:4 16570 42407.4 42295.5 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:8/W:8 4685 149731 149322 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:16/W:16 1172 601505 599363 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:32/W:32 296 2.36889e+06 2.35916e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:64/W:64 72 9.85156e+06 9.78447e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:128/W:128 18 3.9184e+07 3.89959e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:4/W:4 8824 80597.9 79573.5 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:8/W:8 2403 291527 290689 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:16/W:16 594 1.1818e+06 1.17745e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:32/W:32 146 4.82707e+06 4.79406e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:64/W:64 36 1.97958e+07 1.96763e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:128/W:128 9 7.8251e+07 7.7846e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:4/W:4 4541 154078 153771 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:8/W:8 1172 600020 598296 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:16/W:16 295 2.41802e+06 2.40159e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:32/W:32 73 9.65633e+06 9.59133e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:64/W:64 18 3.93214e+07 3.9143e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:128/W:128 5 1.56249e+08 1.55123e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:4/W:4 2316 303245 302436 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:8/W:8 585 1.20273e+06 1.19741e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:16/W:16 146 4.80338e+06 4.7816e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:32/W:32 37 1.91653e+07 1.90479e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:64/W:64 9 7.89507e+07 7.85293e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:128/W:128 2 3.10628e+08 3.09053e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:4/W:4 1135 618871 617343 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:8/W:8 291 2.43617e+06 2.41833e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:16/W:16 73 9.58404e+06 9.52028e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:32/W:32 18 3.82181e+07 3.80064e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:64/W:64 5 1.57897e+08 1.56845e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:128/W:128 1 6.2235e+08 6.19018e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:4/W:4 568 1.22683e+06 1.22262e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:8/W:8 145 4.87567e+06 4.84508e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:16/W:16 37 1.91488e+07 1.90019e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:32/W:32 9 7.6512e+07 7.60703e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:64/W:64 2 3.1392e+08 3.12235e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:128/W:128 1 1.24438e+09 1.2381e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:4/W:4 8753 80187.4 80008.4 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:8/W:8 2388 293920 293362 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:16/W:16 593 1.20505e+06 1.19859e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:32/W:32 145 4.86442e+06 4.82625e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:64/W:64 35 1.99771e+07 1.98232e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:128/W:128 9 7.8784e+07 7.83221e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:4/W:4 4529 154709 154376 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:8/W:8 1147 611634 609093 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:16/W:16 292 2.40491e+06 2.39272e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:32/W:32 73 9.59144e+06 9.53353e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:64/W:64 18 3.917e+07 3.89996e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:128/W:128 5 1.56762e+08 1.55907e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:4/W:4 2308 304140 303254 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:8/W:8 584 1.19081e+06 1.18773e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:16/W:16 146 4.87729e+06 4.78315e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:32/W:32 37 1.92144e+07 1.90913e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:64/W:64 9 7.88582e+07 7.83862e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:128/W:128 2 3.11777e+08 3.09863e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:4/W:4 1120 627338 624893 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:8/W:8 289 2.42843e+06 2.41618e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:16/W:16 74 9.57444e+06 9.52009e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:32/W:32 18 3.81151e+07 3.78846e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:64/W:64 4 1.5815e+08 1.57306e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:128/W:128 1 6.21065e+08 6.1783e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:4/W:4 567 1.22873e+06 1.22568e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:8/W:8 144 4.88824e+06 4.84141e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:16/W:16 37 1.9178e+07 1.90567e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:32/W:32 9 7.63893e+07 7.59962e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:64/W:64 2 3.15245e+08 3.1304e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:128/W:128 1 1.26517e+09 1.24501e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:4/W:4 283 2.47823e+06 2.46502e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:8/W:8 73 9.70752e+06 9.64787e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:16/W:16 18 3.81041e+07 3.78845e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:32/W:32 5 1.52045e+08 1.51362e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:64/W:64 1 6.37342e+08 6.24437e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:128/W:128 1 2.48282e+09 2.47092e+09 ns
Raw
benchmark_aarch64_new.csv
name iterations real_time cpu_time time_unit bytes_per_second items_per_second label error_occurred error_message
quantize_per_channel_2d/C:4/N:4 32077 21813.4 21774.1 ns
quantize_per_channel_2d/C:4/N:8 32000 22069.2 21943.5 ns
quantize_per_channel_2d/C:4/N:16 31930 22086.8 22019.9 ns
quantize_per_channel_2d/C:4/N:32 31737 22151.7 22100.7 ns
quantize_per_channel_2d/C:4/N:64 31565 22206.3 22149.7 ns
quantize_per_channel_2d/C:4/N:128 31473 22308 22262.5 ns
quantize_per_channel_2d/C:4/N:256 30907 22934.4 22854.3 ns
quantize_per_channel_2d/C:8/N:4 31836 22115.7 22064.1 ns
quantize_per_channel_2d/C:8/N:8 31425 22330.9 22271 ns
quantize_per_channel_2d/C:8/N:16 31497 22307.5 22237.8 ns
quantize_per_channel_2d/C:8/N:32 31435 22420.2 22353.6 ns
quantize_per_channel_2d/C:8/N:64 31034 22649.8 22596 ns
quantize_per_channel_2d/C:8/N:128 30384 22986.3 22931 ns
quantize_per_channel_2d/C:8/N:256 29536 23638.6 23583.9 ns
quantize_per_channel_2d/C:16/N:4 31470 22371.1 22324 ns
quantize_per_channel_2d/C:16/N:8 30869 23040.6 22910.3 ns
quantize_per_channel_2d/C:16/N:16 30671 22887.7 22834.9 ns
quantize_per_channel_2d/C:16/N:32 30412 23129.4 23070.5 ns
quantize_per_channel_2d/C:16/N:64 29987 23413.9 23348.1 ns
quantize_per_channel_2d/C:16/N:128 29119 24255 24115.6 ns
quantize_per_channel_2d/C:16/N:256 27017 26022.8 25856.4 ns
quantize_per_channel_2d/C:32/N:4 30398 23129.9 23069.5 ns
quantize_per_channel_2d/C:32/N:8 29530 23665.2 23623.7 ns
quantize_per_channel_2d/C:32/N:16 29338 24067 23911.8 ns
quantize_per_channel_2d/C:32/N:32 28715 24656.2 24564.9 ns
quantize_per_channel_2d/C:32/N:64 27909 25254.2 25186.7 ns
quantize_per_channel_2d/C:32/N:128 26152 26755.9 26689.7 ns
quantize_per_channel_2d/C:32/N:256 23639 29811.1 29723 ns
quantize_per_channel_2d/C:64/N:4 28843 24474.6 24402.1 ns
quantize_per_channel_2d/C:64/N:8 26936 25912.3 25841.5 ns
quantize_per_channel_2d/C:64/N:16 26887 26233.9 26156.5 ns
quantize_per_channel_2d/C:64/N:32 25836 26950.4 26899.5 ns
quantize_per_channel_2d/C:64/N:64 24438 28720 28640.5 ns
quantize_per_channel_2d/C:64/N:128 21952 32070.1 31964.1 ns
quantize_per_channel_2d/C:64/N:256 18520 38089.7 37986.8 ns
quantize_per_channel_2d/C:128/N:4 25987 26959.1 26890.4 ns
quantize_per_channel_2d/C:128/N:8 23623 29736.8 29681.7 ns
quantize_per_channel_2d/C:128/N:16 23031 31097.6 30745.8 ns
quantize_per_channel_2d/C:128/N:32 21346 32702 32606.4 ns
quantize_per_channel_2d/C:128/N:64 19373 35932.1 35827.8 ns
quantize_per_channel_2d/C:128/N:128 16778 41812.9 41729.5 ns
quantize_per_channel_2d/C:128/N:256 13225 53513.4 53097.1 ns
quantize_per_channel_2d/C:256/N:4 21765 32127.1 32046.9 ns
quantize_per_channel_2d/C:256/N:8 18349 38139.2 38029.2 ns
quantize_per_channel_2d/C:256/N:16 17688 39605.5 39527.4 ns
quantize_per_channel_2d/C:256/N:32 16079 44078.9 43908.8 ns
quantize_per_channel_2d/C:256/N:64 14105 49842.2 49708.6 ns
quantize_per_channel_2d/C:256/N:128 11409 61590.8 61396.6 ns
quantize_per_channel_2d/C:256/N:256 6356 110877 110564 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:4/W:4 27740 25307.9 25227.9 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:8/W:8 24954 28041.8 27957.3 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:16/W:16 18915 37081.6 36969.8 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:32/W:32 7189 97353.6 97007.1 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:64/W:64 2170 329692 326195 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:128/W:128 490 1.46409e+06 1.45177e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:4/W:4 24233 28799.5 28731 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:8/W:8 20648 33825.9 33740.4 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:16/W:16 13750 51290.7 50978.4 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:32/W:32 4207 172811 171410 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:64/W:64 917 779277 773833 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:128/W:128 253 2.78101e+06 2.75877e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:4/W:4 19631 35655.6 35577.5 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:8/W:8 15403 45794.3 45654.6 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:16/W:16 6412 108525 107944 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:32/W:32 1982 353688 351578 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:64/W:64 463 1.44817e+06 1.43844e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:128/W:128 137 5.2276e+06 5.1676e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:4/W:4 14130 49605.6 49460 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:8/W:8 10272 70361.5 68662.5 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:16/W:16 3748 183592 183018 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:32/W:32 914 773556 764875 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:64/W:64 254 2.91142e+06 2.88824e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:128/W:128 67 1.0543e+07 1.04514e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:4/W:4 9095 77067.4 76851.6 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:8/W:8 4995 140265 139817 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:16/W:16 1856 397054 392846 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:32/W:32 465 1.53018e+06 1.51846e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:64/W:64 127 5.38819e+06 5.3436e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:128/W:128 34 2.06344e+07 2.04751e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:4/W:4 5371 131130 130775 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:8/W:8 2704 259943 258693 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:16/W:16 846 850972 843637 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:32/W:32 249 2.86067e+06 2.83331e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:64/W:64 70 1.08331e+07 1.07171e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:128/W:128 17 4.19432e+07 4.17341e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:4/W:4 24557 28592.2 28538.9 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:8/W:8 20586 34308.7 34160.9 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:16/W:16 13713 51284.5 51145.9 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:32/W:32 4092 173880 172749 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:64/W:64 868 772267 766941 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:128/W:128 257 2.77563e+06 2.74187e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:4/W:4 19537 35990.7 35894.4 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:8/W:8 15402 45635.4 45523.8 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:16/W:16 6435 106880 106463 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:32/W:32 2039 349327 346399 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:64/W:64 502 1.4678e+06 1.45339e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:128/W:128 132 5.38973e+06 5.34843e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:4/W:4 14071 49620 49459.5 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:8/W:8 10271 68116 67974.8 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:16/W:16 3829 183143 182476 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:32/W:32 881 793516 788100 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:64/W:64 247 2.88428e+06 2.85547e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:128/W:128 68 1.06472e+07 1.05727e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:4/W:4 9212 76261.3 76062.1 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:8/W:8 5029 141325 140579 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:16/W:16 1758 411440 408225 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:32/W:32 461 1.51428e+06 1.50175e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:64/W:64 126 5.34794e+06 5.31905e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:128/W:128 35 2.14115e+07 2.12116e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:4/W:4 5401 129720 129408 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:8/W:8 2648 263408 261783 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:16/W:16 824 848676 842075 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:32/W:32 250 2.8187e+06 2.78454e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:64/W:64 66 1.08121e+07 1.07534e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:128/W:128 17 4.14367e+07 4.1098e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:4/W:4 2677 263524 261907 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:8/W:8 1263 551435 546428 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:16/W:16 438 1.61878e+06 1.60218e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:32/W:32 127 5.65263e+06 5.61466e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:64/W:64 34 2.12867e+07 2.0978e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:128/W:128 9 8.51333e+07 8.46502e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:4/W:4 19844 35481.9 35353.7 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:8/W:8 15259 46073.4 45872.7 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:16/W:16 6542 107023 106637 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:32/W:32 1983 359023 356043 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:64/W:64 462 1.44689e+06 1.43649e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:128/W:128 133 5.31312e+06 5.25877e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:4/W:4 14070 49699.5 49574 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:8/W:8 10277 68583.6 68402.5 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:16/W:16 3774 187989 187344 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:32/W:32 866 794738 789783 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:64/W:64 255 2.76644e+06 2.73605e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:128/W:128 65 1.07842e+07 1.07076e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:4/W:4 9150 76375.5 76159.8 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:8/W:8 4950 141146 140519 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:16/W:16 1858 378813 374780 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:32/W:32 489 1.49535e+06 1.48228e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:64/W:64 134 5.5097e+06 5.47082e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:128/W:128 33 2.08441e+07 2.0753e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:4/W:4 5422 129394 129076 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:8/W:8 2804 252847 251072 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:16/W:16 856 853266 842526 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:32/W:32 242 2.94889e+06 2.92585e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:64/W:64 68 1.06675e+07 1.05882e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:128/W:128 17 4.08844e+07 4.05948e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:4/W:4 2693 261006 260309 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:8/W:8 1347 522629 518306 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:16/W:16 446 1.58231e+06 1.57258e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:32/W:32 128 5.4891e+06 5.46051e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:64/W:64 32 2.09722e+07 2.08295e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:128/W:128 9 8.36702e+07 8.29778e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:4/W:4 1399 499605 497206 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:8/W:8 640 1.0955e+06 1.08332e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:16/W:16 235 3.11816e+06 3.08564e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:32/W:32 65 1.09331e+07 1.08518e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:64/W:64 17 4.2462e+07 4.16225e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:128/W:128 4 1.64647e+08 1.62638e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:4/W:4 14220 49341.2 49168.1 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:8/W:8 10175 69248.7 69033 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:16/W:16 3728 185161 184650 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:32/W:32 919 775595 766907 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:64/W:64 248 2.88744e+06 2.86874e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:128/W:128 65 1.06483e+07 1.05678e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:4/W:4 9153 76526.2 76331.2 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:8/W:8 5022 140365 139871 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:16/W:16 1780 391600 389199 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:32/W:32 474 1.50319e+06 1.48911e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:64/W:64 133 5.56091e+06 5.51537e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:128/W:128 34 2.08814e+07 2.06982e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:4/W:4 5386 129751 129366 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:8/W:8 2737 257445 256288 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:16/W:16 846 856888 849339 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:32/W:32 247 2.89059e+06 2.86108e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:64/W:64 69 1.04826e+07 1.04174e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:128/W:128 17 4.25649e+07 4.22515e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:4/W:4 2614 265223 264276 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:8/W:8 1338 532676 528103 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:16/W:16 416 1.62872e+06 1.61708e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:32/W:32 127 5.5389e+06 5.48266e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:64/W:64 33 2.17417e+07 2.15922e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:128/W:128 8 8.17625e+07 8.13387e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:4/W:4 1368 511744 507514 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:8/W:8 644 1.10952e+06 1.09957e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:16/W:16 225 3.13758e+06 3.10926e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:32/W:32 65 1.09606e+07 1.08692e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:64/W:64 16 4.25466e+07 4.2267e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:128/W:128 5 1.62559e+08 1.61575e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:4/W:4 691 998578 993779 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:8/W:8 339 2.08742e+06 2.06271e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:16/W:16 116 6.03705e+06 5.98236e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:32/W:32 32 2.22841e+07 2.2142e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:64/W:64 9 8.49342e+07 8.43331e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:128/W:128 2 3.52759e+08 3.5038e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:4/W:4 27538 25466.4 25385.3 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:8/W:8 25062 27951.2 27873.1 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:16/W:16 19031 36924.8 36838.8 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:32/W:32 7257 99215.5 97818.7 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:64/W:64 1989 356078 353035 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:128/W:128 484 1.48913e+06 1.47636e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:4/W:4 24434 28720.6 28670 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:8/W:8 20675 34099.1 33951.6 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:16/W:16 13586 51202.7 51081.5 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:32/W:32 4008 172690 172048 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:64/W:64 905 787170 780921 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:128/W:128 250 2.74979e+06 2.72398e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:4/W:4 19599 35973.4 35867 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:8/W:8 15310 46066.6 45924.3 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:16/W:16 6497 106573 106125 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:32/W:32 2006 349238 345720 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:64/W:64 487 1.46982e+06 1.45707e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:128/W:128 130 5.38591e+06 5.34193e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:4/W:4 14103 49627 49485.5 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:8/W:8 10268 68375.9 68219.5 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:16/W:16 3785 188424 187723 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:32/W:32 875 794719 788667 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:64/W:64 247 2.86571e+06 2.83653e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:128/W:128 63 1.04002e+07 1.0334e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:4/W:4 9128 77030.1 76677.1 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:8/W:8 4944 143584 142713 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:16/W:16 1673 394726 391340 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:32/W:32 465 1.52733e+06 1.51476e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:64/W:64 126 5.30422e+06 5.25583e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:128/W:128 34 2.16354e+07 2.14864e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:4/W:4 5331 131304 130913 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:8/W:8 2727 254889 254048 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:16/W:16 838 834718 822229 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:32/W:32 243 2.93862e+06 2.91593e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:64/W:64 68 1.07703e+07 1.05913e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:128/W:128 16 4.13413e+07 4.09441e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:4/W:4 24532 28804.6 28697.5 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:8/W:8 20687 34092.8 33991 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:16/W:16 13594 51351.9 51194.3 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:32/W:32 4204 167273 166583 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:64/W:64 924 776594 759608 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:128/W:128 243 2.87939e+06 2.83755e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:4/W:4 19477 35855.2 35755.7 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:8/W:8 15384 45535.8 45432 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:16/W:16 6646 107085 106110 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:32/W:32 1864 387797 384607 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:64/W:64 484 1.50098e+06 1.46584e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:128/W:128 130 5.51372e+06 5.4079e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:4/W:4 14211 49845.4 49263.9 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:8/W:8 10279 68514.4 68298.8 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:16/W:16 3704 190674 189579 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:32/W:32 876 793412 784399 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:64/W:64 241 2.81257e+06 2.78989e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:128/W:128 69 1.05561e+07 1.04935e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:4/W:4 9115 76514.7 76339.3 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:8/W:8 4866 143799 142689 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:16/W:16 1767 389805 387410 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:32/W:32 469 1.46497e+06 1.44764e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:64/W:64 134 5.48147e+06 5.4401e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:128/W:128 33 2.12329e+07 2.10738e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:4/W:4 5386 129852 129526 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:8/W:8 2788 254263 252135 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:16/W:16 819 851145 845205 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:32/W:32 242 2.9584e+06 2.93454e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:64/W:64 67 1.08255e+07 1.07471e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:128/W:128 17 4.39489e+07 4.35494e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:4/W:4 2626 266012 265118 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:8/W:8 1314 534277 530211 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:16/W:16 447 1.5932e+06 1.57822e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:32/W:32 129 5.53073e+06 5.47458e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:64/W:64 32 2.12941e+07 2.11356e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:128/W:128 8 8.103e+07 7.99505e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:4/W:4 19693 35724.8 35603.5 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:8/W:8 15177 46027.4 45898.7 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:16/W:16 6481 106479 106147 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:32/W:32 2007 354502 349463 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:64/W:64 470 1.46995e+06 1.45735e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:128/W:128 130 5.46622e+06 5.43673e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:4/W:4 14156 49539.9 49412.5 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:8/W:8 10278 68382.4 68170.9 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:16/W:16 3833 193055 190032 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:32/W:32 877 786077 779794 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:64/W:64 247 2.87515e+06 2.83515e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:128/W:128 68 1.05658e+07 1.04946e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:4/W:4 9221 76286 76074.4 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:8/W:8 5032 142562 141059 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:16/W:16 1726 399815 397166 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:32/W:32 472 1.57297e+06 1.50503e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:64/W:64 129 5.36838e+06 5.268e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:128/W:128 36 2.08759e+07 2.06947e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:4/W:4 5422 129957 129544 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:8/W:8 2729 258230 256682 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:16/W:16 840 843023 833379 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:32/W:32 250 2.88962e+06 2.84611e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:64/W:64 68 1.06518e+07 1.05735e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:128/W:128 17 4.02915e+07 3.99589e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:4/W:4 2668 263937 262891 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:8/W:8 1350 532878 528160 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:16/W:16 439 1.60161e+06 1.58678e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:32/W:32 122 5.45463e+06 5.41783e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:64/W:64 35 2.11951e+07 2.10486e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:128/W:128 9 8.07268e+07 8.02338e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:4/W:4 1424 505968 499444 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:8/W:8 637 1.09211e+06 1.08287e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:16/W:16 233 3.07526e+06 3.05089e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:32/W:32 67 1.0686e+07 1.05888e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:64/W:64 16 4.24964e+07 4.11979e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:128/W:128 5 1.64622e+08 1.6344e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:4/W:4 14299 48933.6 48841 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:8/W:8 10194 68908.5 68749.7 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:16/W:16 3730 182403 181970 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:32/W:32 919 768456 763023 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:64/W:64 258 2.85862e+06 2.8296e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:128/W:128 67 1.04672e+07 1.03943e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:4/W:4 9194 76737.3 76573 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:8/W:8 5028 140621 140173 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:16/W:16 1827 380397 377489 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:32/W:32 482 1.4891e+06 1.4724e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:64/W:64 128 5.46359e+06 5.43206e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:128/W:128 34 2.12369e+07 2.11012e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:4/W:4 5439 129192 128778 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:8/W:8 2818 257458 255175 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:16/W:16 816 843740 836198 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:32/W:32 247 2.8781e+06 2.85189e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:64/W:64 67 1.03301e+07 1.02546e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:128/W:128 17 4.16068e+07 4.12923e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:4/W:4 2658 262726 261967 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:8/W:8 1361 521367 517027 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:16/W:16 449 1.60355e+06 1.58384e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:32/W:32 121 5.68462e+06 5.63378e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:64/W:64 34 2.14188e+07 2.12813e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:128/W:128 9 8.52562e+07 8.47331e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:4/W:4 1399 501806 499141 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:8/W:8 631 1.10852e+06 1.10052e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:16/W:16 232 3.03633e+06 3.0021e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:32/W:32 66 1.0928e+07 1.08215e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:64/W:64 17 4.11617e+07 4.08922e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:128/W:128 5 1.61146e+08 1.60165e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:4/W:4 705 1.03286e+06 1.02049e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:8/W:8 335 2.1077e+06 2.0911e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:16/W:16 122 5.95578e+06 5.90716e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:32/W:32 33 2.08831e+07 2.07017e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:64/W:64 8 8.15084e+07 8.10123e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:128/W:128 2 3.32045e+08 3.28177e+08 ns
Raw
benchmark_neon.csv
name iterations real_time cpu_time time_unit bytes_per_second items_per_second label error_occurred error_message
quantize_per_channel_2d/C:4/N:4 37048 18826.9 18760.2 ns
quantize_per_channel_2d/C:4/N:8 34674 20227.5 20176.4 ns
quantize_per_channel_2d/C:4/N:16 29883 23760.3 23712.9 ns
quantize_per_channel_2d/C:4/N:32 22523 31026.5 30754.4 ns
quantize_per_channel_2d/C:4/N:64 15695 44445.1 44320 ns
quantize_per_channel_2d/C:4/N:128 9620 74287.9 74106.8 ns
quantize_per_channel_2d/C:4/N:256 5532 129424 129209 ns
quantize_per_channel_2d/C:8/N:4 34647 20413.6 20345.5 ns
quantize_per_channel_2d/C:8/N:8 28935 24020.7 23949.2 ns
quantize_per_channel_2d/C:8/N:16 22621 30851.5 30775.8 ns
quantize_per_channel_2d/C:8/N:32 15644 45284.6 45193.8 ns
quantize_per_channel_2d/C:8/N:64 9668 72862.3 72664.4 ns
quantize_per_channel_2d/C:8/N:128 5436 127163 126747 ns
quantize_per_channel_2d/C:8/N:256 2912 238241 237569 ns
quantize_per_channel_2d/C:16/N:4 28726 24285 24215.1 ns
quantize_per_channel_2d/C:16/N:8 22463 31367.1 31305.6 ns
quantize_per_channel_2d/C:16/N:16 15583 45813.6 45600.8 ns
quantize_per_channel_2d/C:16/N:32 9432 73186.8 73027.6 ns
quantize_per_channel_2d/C:16/N:64 5377 129839 129492 ns
quantize_per_channel_2d/C:16/N:128 2891 239358 238825 ns
quantize_per_channel_2d/C:16/N:256 1525 459818 458771 ns
quantize_per_channel_2d/C:32/N:4 22089 31878.3 31789.3 ns
quantize_per_channel_2d/C:32/N:8 15305 46443.8 46168.2 ns
quantize_per_channel_2d/C:32/N:16 9427 74086.7 73872.9 ns
quantize_per_channel_2d/C:32/N:32 5411 129697 129376 ns
quantize_per_channel_2d/C:32/N:64 2896 242519 241629 ns
quantize_per_channel_2d/C:32/N:128 1511 464219 463047 ns
quantize_per_channel_2d/C:32/N:256 772 909702 907378 ns
quantize_per_channel_2d/C:64/N:4 15024 46762.7 46659.7 ns
quantize_per_channel_2d/C:64/N:8 9386 75328.5 74787.8 ns
quantize_per_channel_2d/C:64/N:16 5293 131258 130937 ns
quantize_per_channel_2d/C:64/N:32 2898 243476 242829 ns
quantize_per_channel_2d/C:64/N:64 1508 464808 463719 ns
quantize_per_channel_2d/C:64/N:128 767 915200 912515 ns
quantize_per_channel_2d/C:64/N:256 386 1.82126e+06 1.8139e+06 ns
quantize_per_channel_2d/C:128/N:4 9115 77096.7 76894.1 ns
quantize_per_channel_2d/C:128/N:8 5273 133353 132996 ns
quantize_per_channel_2d/C:128/N:16 2874 244906 244416 ns
quantize_per_channel_2d/C:128/N:32 1500 470977 469380 ns
quantize_per_channel_2d/C:128/N:64 765 925492 921854 ns
quantize_per_channel_2d/C:128/N:128 387 1.92264e+06 1.91698e+06 ns
quantize_per_channel_2d/C:128/N:256 171 3.90548e+06 3.89413e+06 ns
quantize_per_channel_2d/C:256/N:4 5122 137370 137025 ns
quantize_per_channel_2d/C:256/N:8 2798 251293 250062 ns
quantize_per_channel_2d/C:256/N:16 1481 477588 475551 ns
quantize_per_channel_2d/C:256/N:32 758 926321 923528 ns
quantize_per_channel_2d/C:256/N:64 387 1.81476e+06 1.81034e+06 ns
quantize_per_channel_2d/C:256/N:128 196 3.62225e+06 3.59655e+06 ns
quantize_per_channel_2d/C:256/N:256 97 7.24957e+06 7.22748e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:4/W:4 5464 130688 130340 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:8/W:8 1502 455058 454140 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:16/W:16 395 1.83014e+06 1.82646e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:32/W:32 98 7.21194e+06 7.18303e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:64/W:64 25 2.87657e+07 2.86868e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:128/W:128 6 1.14528e+08 1.14203e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:4/W:4 2898 243579 242812 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:8/W:8 763 905973 903253 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:16/W:16 197 3.60966e+06 3.59975e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:32/W:32 49 1.42082e+07 1.41699e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:64/W:64 12 5.82098e+07 5.80704e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:128/W:128 3 2.26791e+08 2.26337e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:4/W:4 1497 472547 470985 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:8/W:8 389 1.81748e+06 1.81253e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:16/W:16 98 7.22428e+06 7.1981e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:32/W:32 25 2.88002e+07 2.8743e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:64/W:64 6 1.16215e+08 1.15084e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:128/W:128 2 4.54805e+08 4.53555e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:4/W:4 765 919953 917280 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:8/W:8 196 3.59186e+06 3.58472e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:16/W:16 48 1.44718e+07 1.4335e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:32/W:32 12 5.76614e+07 5.7453e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:64/W:64 3 2.29471e+08 2.28636e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:128/W:128 1 9.13085e+08 9.10864e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:4/W:4 385 1.83451e+06 1.82743e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:8/W:8 98 7.25437e+06 7.22937e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:16/W:16 24 2.86724e+07 2.85866e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:32/W:32 6 1.15001e+08 1.14585e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:64/W:64 2 4.54078e+08 4.52906e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:128/W:128 1 1.83167e+09 1.82683e+09 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:4/W:4 194 3.64434e+06 3.63363e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:8/W:8 49 1.43704e+07 1.43432e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:16/W:16 12 5.7706e+07 5.70599e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:32/W:32 3 2.29587e+08 2.28962e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:64/W:64 1 9.16676e+08 9.1217e+08 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:128/W:128 1 3.66115e+09 3.64764e+09 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:4/W:4 2856 241704 241154 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:8/W:8 766 905172 902148 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:16/W:16 200 3.5915e+06 3.57457e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:32/W:32 48 1.44448e+07 1.43855e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:64/W:64 12 5.55694e+07 5.54148e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:128/W:128 3 2.28393e+08 2.27833e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:4/W:4 1496 471569 470302 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:8/W:8 385 1.82904e+06 1.82197e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:16/W:16 97 7.28307e+06 7.26424e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:32/W:32 25 2.87419e+07 2.86511e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:64/W:64 6 1.1348e+08 1.13225e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:128/W:128 2 4.58738e+08 4.56327e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:4/W:4 752 923426 919680 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:8/W:8 194 3.58663e+06 3.57605e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:16/W:16 49 1.43717e+07 1.43392e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:32/W:32 12 5.76166e+07 5.74779e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:64/W:64 3 2.26912e+08 2.26205e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:128/W:128 1 9.21457e+08 9.17713e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:4/W:4 385 1.81991e+06 1.81452e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:8/W:8 96 7.16805e+06 7.15391e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:16/W:16 24 2.8774e+07 2.8694e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:32/W:32 6 1.14597e+08 1.14262e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:64/W:64 2 4.53975e+08 4.5263e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:128/W:128 1 1.82746e+09 1.82107e+09 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:4/W:4 193 3.64225e+06 3.63238e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:8/W:8 49 1.44648e+07 1.44246e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:16/W:16 12 5.74259e+07 5.72408e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:32/W:32 3 2.28049e+08 2.27516e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:64/W:64 1 9.10759e+08 9.07836e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:128/W:128 1 3.66213e+09 3.64733e+09 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:4/W:4 96 7.27208e+06 7.24942e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:8/W:8 24 2.88422e+07 2.87649e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:16/W:16 6 1.14373e+08 1.1407e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:32/W:32 2 4.57512e+08 4.55453e+08 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:64/W:64 1 1.83061e+09 1.82594e+09 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:128/W:128 1 7.34801e+09 7.32245e+09 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:4/W:4 1485 468443 463922 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:8/W:8 384 1.79956e+06 1.79492e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:16/W:16 96 7.23055e+06 7.20945e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:32/W:32 24 2.82304e+07 2.8158e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:64/W:64 6 1.1363e+08 1.13279e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:128/W:128 2 4.58143e+08 4.56305e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:4/W:4 752 926251 923608 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:8/W:8 196 3.60058e+06 3.59101e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:16/W:16 49 1.44853e+07 1.44487e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:32/W:32 12 5.69859e+07 5.66221e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:64/W:64 3 2.30322e+08 2.29469e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:128/W:128 1 9.13047e+08 9.10146e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:4/W:4 388 1.8112e+06 1.80771e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:8/W:8 97 7.66924e+06 7.65098e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:16/W:16 24 2.88352e+07 2.8608e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:32/W:32 6 1.14311e+08 1.13993e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:64/W:64 2 4.57011e+08 4.5605e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:128/W:128 1 1.83954e+09 1.83247e+09 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:4/W:4 193 3.61801e+06 3.60072e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:8/W:8 49 1.44389e+07 1.44047e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:16/W:16 12 5.72726e+07 5.7047e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:32/W:32 3 2.29148e+08 2.28405e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:64/W:64 1 9.1963e+08 9.1667e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:128/W:128 1 3.66434e+09 3.65449e+09 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:4/W:4 96 7.24961e+06 7.22909e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:8/W:8 24 2.89787e+07 2.88868e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:16/W:16 6 1.14826e+08 1.14589e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:32/W:32 2 4.55858e+08 4.54379e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:64/W:64 1 1.82518e+09 1.82064e+09 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:128/W:128 1 7.49605e+09 7.47563e+09 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:4/W:4 48 1.46947e+07 1.45261e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:8/W:8 12 5.76392e+07 5.74321e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:16/W:16 3 2.29652e+08 2.29064e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:32/W:32 1 9.10052e+08 9.08306e+08 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:64/W:64 1 3.66359e+09 3.65049e+09 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:128/W:128 1 1.4624e+10 1.4577e+10 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:4/W:4 746 933810 931213 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:8/W:8 194 3.64011e+06 3.63182e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:16/W:16 49 1.43351e+07 1.42944e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:32/W:32 12 5.67949e+07 5.64591e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:64/W:64 3 2.30068e+08 2.29506e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:128/W:128 1 9.27588e+08 9.25184e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:4/W:4 389 1.8291e+06 1.82438e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:8/W:8 98 7.24137e+06 7.22254e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:16/W:16 24 2.8667e+07 2.85485e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:32/W:32 6 1.1404e+08 1.13757e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:64/W:64 2 4.5695e+08 4.55964e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:128/W:128 1 1.84329e+09 1.8369e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:4/W:4 193 3.61688e+06 3.60608e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:8/W:8 49 1.44891e+07 1.44567e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:16/W:16 12 5.7178e+07 5.7023e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:32/W:32 3 2.26704e+08 2.25791e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:64/W:64 1 9.06498e+08 9.03879e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:128/W:128 1 3.6296e+09 3.61525e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:4/W:4 97 7.27182e+06 7.24968e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:8/W:8 24 2.87818e+07 2.8714e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:16/W:16 6 1.14382e+08 1.14131e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:32/W:32 2 4.5581e+08 4.5465e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:64/W:64 1 1.8254e+09 1.82129e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:128/W:128 1 7.3451e+09 7.3178e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:4/W:4 48 1.47299e+07 1.45718e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:8/W:8 12 5.75677e+07 5.73487e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:16/W:16 3 2.288e+08 2.28167e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:32/W:32 1 9.15765e+08 9.1259e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:64/W:64 1 3.66084e+09 3.64582e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:128/W:128 1 1.45655e+10 1.45236e+10 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:4/W:4 24 2.8965e+07 2.88908e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:8/W:8 6 1.15066e+08 1.14732e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:16/W:16 2 4.58019e+08 4.56788e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:32/W:32 1 1.8307e+09 1.82314e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:64/W:64 1 7.31786e+09 7.29102e+09 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:128/W:128 1 2.93038e+10 2.91947e+10 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:4/W:4 5452 129212 128975 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:8/W:8 1512 459474 458565 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:16/W:16 384 1.80222e+06 1.79497e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:32/W:32 95 7.08996e+06 7.0689e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:64/W:64 25 2.82707e+07 2.81905e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:128/W:128 6 1.15492e+08 1.15053e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:4/W:4 2910 242607 241924 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:8/W:8 760 919872 917211 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:16/W:16 195 3.54668e+06 3.53597e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:32/W:32 48 1.41037e+07 1.40662e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:64/W:64 12 5.70454e+07 5.68698e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:128/W:128 3 2.30189e+08 2.27088e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:4/W:4 1487 471977 470692 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:8/W:8 386 1.84699e+06 1.84157e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:16/W:16 98 7.26187e+06 7.24694e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:32/W:32 24 2.85125e+07 2.84235e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:64/W:64 6 1.1403e+08 1.13484e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:128/W:128 2 4.73406e+08 4.72127e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:4/W:4 763 920234 918422 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:8/W:8 196 3.63116e+06 3.61836e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:16/W:16 48 1.43697e+07 1.43228e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:32/W:32 12 5.70698e+07 5.69058e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:64/W:64 3 2.28589e+08 2.28141e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:128/W:128 1 9.1684e+08 9.14853e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:4/W:4 384 1.83063e+06 1.82417e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:8/W:8 97 7.27809e+06 7.25605e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:16/W:16 24 2.88069e+07 2.8698e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:32/W:32 6 1.14558e+08 1.142e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:64/W:64 2 4.59232e+08 4.57044e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:128/W:128 1 1.83235e+09 1.82713e+09 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:4/W:4 194 3.61307e+06 3.60476e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:8/W:8 49 1.44579e+07 1.4417e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:16/W:16 12 5.76276e+07 5.74087e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:32/W:32 3 2.29199e+08 2.28536e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:64/W:64 1 9.16947e+08 9.14957e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:128/W:128 1 3.66613e+09 3.65587e+09 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:4/W:4 2902 240391 239928 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:8/W:8 759 898039 890235 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:16/W:16 194 3.60944e+06 3.59964e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:32/W:32 48 1.42217e+07 1.4174e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:64/W:64 12 5.90225e+07 5.89068e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:128/W:128 3 2.33121e+08 2.3201e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:4/W:4 1510 463277 461095 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:8/W:8 384 1.81188e+06 1.80683e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:16/W:16 97 7.26175e+06 7.23976e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:32/W:32 24 2.89362e+07 2.88653e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:64/W:64 6 1.14649e+08 1.13859e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:128/W:128 2 4.57681e+08 4.56424e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:4/W:4 757 922576 920214 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:8/W:8 195 3.60571e+06 3.59839e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:16/W:16 49 1.44134e+07 1.43631e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:32/W:32 12 5.69773e+07 5.67761e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:64/W:64 3 2.28437e+08 2.27749e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:128/W:128 1 9.1337e+08 9.10814e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:4/W:4 386 1.81932e+06 1.8148e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:8/W:8 97 7.28982e+06 7.26246e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:16/W:16 24 2.87559e+07 2.86739e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:32/W:32 6 1.14309e+08 1.14008e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:64/W:64 2 4.58279e+08 4.56809e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:128/W:128 1 1.85035e+09 1.84383e+09 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:4/W:4 192 3.6319e+06 3.62354e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:8/W:8 49 1.43721e+07 1.43241e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:16/W:16 12 5.73672e+07 5.69757e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:32/W:32 3 2.29435e+08 2.28709e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:64/W:64 1 9.10805e+08 9.08417e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:128/W:128 1 3.66698e+09 3.65539e+09 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:4/W:4 96 7.25927e+06 7.24353e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:8/W:8 24 2.87807e+07 2.87109e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:16/W:16 6 1.14896e+08 1.14337e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:32/W:32 2 4.5752e+08 4.56282e+08 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:64/W:64 1 1.84109e+09 1.82771e+09 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:128/W:128 1 7.39179e+09 7.36781e+09 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:4/W:4 1490 462630 461311 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:8/W:8 393 1.81893e+06 1.81343e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:16/W:16 97 7.2578e+06 7.24355e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:32/W:32 25 2.87111e+07 2.83761e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:64/W:64 6 1.16942e+08 1.16646e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:128/W:128 2 4.50274e+08 4.49138e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:4/W:4 758 920270 918301 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:8/W:8 196 3.63881e+06 3.62404e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:16/W:16 48 1.44107e+07 1.43317e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:32/W:32 12 5.78865e+07 5.77307e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:64/W:64 3 2.26505e+08 2.2601e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:128/W:128 1 9.15375e+08 9.12966e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:4/W:4 385 1.8107e+06 1.805e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:8/W:8 97 7.15421e+06 7.13058e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:16/W:16 24 2.88552e+07 2.8776e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:32/W:32 6 1.1541e+08 1.15147e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:64/W:64 2 4.59238e+08 4.57678e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:128/W:128 1 1.82958e+09 1.8241e+09 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:4/W:4 194 3.63048e+06 3.61232e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:8/W:8 48 1.44682e+07 1.44162e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:16/W:16 12 5.75271e+07 5.73175e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:32/W:32 3 2.62573e+08 2.61855e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:64/W:64 1 9.72112e+08 9.68753e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:128/W:128 1 3.6894e+09 3.67958e+09 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:4/W:4 97 7.24203e+06 7.22326e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:8/W:8 24 2.88304e+07 2.87135e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:16/W:16 6 1.15395e+08 1.14901e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:32/W:32 2 4.57569e+08 4.56342e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:64/W:64 1 1.83333e+09 1.82745e+09 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:128/W:128 1 7.32249e+09 7.29819e+09 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:4/W:4 48 1.45843e+07 1.4533e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:8/W:8 12 5.76728e+07 5.75112e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:16/W:16 3 2.29432e+08 2.28932e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:32/W:32 1 9.16029e+08 9.14036e+08 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:64/W:64 1 3.6652e+09 3.65404e+09 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:128/W:128 1 1.46708e+10 1.46288e+10 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:4/W:4 757 928015 924567 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:8/W:8 196 3.61054e+06 3.5957e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:16/W:16 49 1.43302e+07 1.42977e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:32/W:32 12 5.83554e+07 5.79054e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:64/W:64 3 2.30067e+08 2.2953e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:128/W:128 1 9.19144e+08 9.16634e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:4/W:4 389 1.82195e+06 1.81784e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:8/W:8 97 7.17323e+06 7.15116e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:16/W:16 24 2.91545e+07 2.90053e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:32/W:32 6 1.13671e+08 1.13387e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:64/W:64 2 4.58602e+08 4.5763e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:128/W:128 1 1.80683e+09 1.79996e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:4/W:4 192 3.61936e+06 3.60902e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:8/W:8 48 1.43105e+07 1.42786e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:16/W:16 12 5.74056e+07 5.7238e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:32/W:32 3 2.29371e+08 2.28437e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:64/W:64 1 9.1848e+08 9.15063e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:128/W:128 1 3.6806e+09 3.66612e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:4/W:4 97 7.30266e+06 7.28007e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:8/W:8 24 2.86972e+07 2.86399e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:16/W:16 6 1.14952e+08 1.14655e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:32/W:32 2 4.59332e+08 4.58155e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:64/W:64 1 1.82773e+09 1.82364e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:128/W:128 1 7.31902e+09 7.2984e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:4/W:4 48 1.45653e+07 1.45052e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:8/W:8 12 5.76779e+07 5.75296e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:16/W:16 3 2.29472e+08 2.28878e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:32/W:32 1 9.16514e+08 9.14485e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:64/W:64 1 3.68261e+09 3.66806e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:128/W:128 1 1.46544e+10 1.46131e+10 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:4/W:4 24 2.91756e+07 2.90922e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:8/W:8 6 1.15781e+08 1.15469e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:16/W:16 2 4.59282e+08 4.58325e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:32/W:32 1 1.83092e+09 1.82526e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:64/W:64 1 7.32205e+09 7.3025e+09 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:128/W:128 1 2.93679e+10 2.92323e+10 ns
Raw
benchmark_neon_new.csv
name iterations real_time cpu_time time_unit bytes_per_second items_per_second label error_occurred error_message
quantize_per_channel_2d/C:4/N:4 25550 27582.8 27417.5 ns
quantize_per_channel_2d/C:4/N:8 25006 28190 28074.6 ns
quantize_per_channel_2d/C:4/N:16 24862 28551 28462.8 ns
quantize_per_channel_2d/C:4/N:32 25055 27978.6 27930.1 ns
quantize_per_channel_2d/C:4/N:64 24947 28386.5 28130.1 ns
quantize_per_channel_2d/C:4/N:128 24718 28406.1 28333.4 ns
quantize_per_channel_2d/C:4/N:256 24236 28862.3 28792.6 ns
quantize_per_channel_2d/C:8/N:4 24825 28069.8 28007 ns
quantize_per_channel_2d/C:8/N:8 24277 28879.9 28805.6 ns
quantize_per_channel_2d/C:8/N:16 24039 29308.2 29211.1 ns
quantize_per_channel_2d/C:8/N:32 24028 29274.7 29176.3 ns
quantize_per_channel_2d/C:8/N:64 23692 29458.4 29363 ns
quantize_per_channel_2d/C:8/N:128 23582 29764.3 29707.9 ns
quantize_per_channel_2d/C:8/N:256 22779 30882 30794.9 ns
quantize_per_channel_2d/C:16/N:4 23932 29227.4 29153.9 ns
quantize_per_channel_2d/C:16/N:8 22637 30902.4 30823.2 ns
quantize_per_channel_2d/C:16/N:16 22599 31106.7 31048.7 ns
quantize_per_channel_2d/C:16/N:32 22415 31682.2 31437 ns
quantize_per_channel_2d/C:16/N:64 21970 31860.6 31789.6 ns
quantize_per_channel_2d/C:16/N:128 21450 33401.8 33312.3 ns
quantize_per_channel_2d/C:16/N:256 19560 34695.6 34555.3 ns
quantize_per_channel_2d/C:32/N:4 22451 31227 31148.3 ns
quantize_per_channel_2d/C:32/N:8 20124 34847.8 34745.5 ns
quantize_per_channel_2d/C:32/N:16 19895 35420 35333.6 ns
quantize_per_channel_2d/C:32/N:32 19644 35631 35550.3 ns
quantize_per_channel_2d/C:32/N:64 19127 36607.9 36541 ns
quantize_per_channel_2d/C:32/N:128 17916 39029.5 38908.5 ns
quantize_per_channel_2d/C:32/N:256 16420 42761 42634.5 ns
quantize_per_channel_2d/C:64/N:4 19598 35561.3 35498.2 ns
quantize_per_channel_2d/C:64/N:8 16376 42819.3 42589.3 ns
quantize_per_channel_2d/C:64/N:16 16031 43692.2 43586.6 ns
quantize_per_channel_2d/C:64/N:32 15551 44983.5 44796.4 ns
quantize_per_channel_2d/C:64/N:64 15097 46510.5 46385.1 ns
quantize_per_channel_2d/C:64/N:128 13825 51203.3 51015.3 ns
quantize_per_channel_2d/C:64/N:256 12012 57988.1 57844.4 ns
quantize_per_channel_2d/C:128/N:4 15566 45899.5 45404.4 ns
quantize_per_channel_2d/C:128/N:8 11613 59460.7 59354.3 ns
quantize_per_channel_2d/C:128/N:16 11444 60673.9 60554 ns
quantize_per_channel_2d/C:128/N:32 10893 64213.6 63486.8 ns
quantize_per_channel_2d/C:128/N:64 10362 66875.7 66693.9 ns
quantize_per_channel_2d/C:128/N:128 9416 75105 74766.4 ns
quantize_per_channel_2d/C:128/N:256 8027 86937.8 86714.6 ns
quantize_per_channel_2d/C:256/N:4 11091 63628.6 63465.4 ns
quantize_per_channel_2d/C:256/N:8 7447 95319.2 95006.3 ns
quantize_per_channel_2d/C:256/N:16 7207 96905.8 96657.8 ns
quantize_per_channel_2d/C:256/N:32 6875 103297 103016 ns
quantize_per_channel_2d/C:256/N:64 6504 107452 107134 ns
quantize_per_channel_2d/C:256/N:128 5838 120638 120378 ns
quantize_per_channel_2d/C:256/N:256 4107 172163 171369 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:4/W:4 16481 42673.2 42580 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:8/W:8 15051 45107.4 44982.3 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:16/W:16 12382 56308.9 56145.7 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:32/W:32 5836 120349 119826 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:64/W:64 1738 385869 382490 ns
quantize_per_channel_4d_contiguous/N:16/C:4/H:128/W:128 463 1.5434e+06 1.52798e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:4/W:4 12092 58778.5 58647.4 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:8/W:8 10924 64026 63889.3 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:16/W:16 8260 83935.1 83723.4 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:32/W:32 3225 215214 213895 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:64/W:64 830 838642 830503 ns
quantize_per_channel_4d_contiguous/N:16/C:8/H:128/W:128 237 2.96305e+06 2.94243e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:4/W:4 7692 91127.7 90880.1 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:8/W:8 6845 102244 101666 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:16/W:16 4187 168869 168112 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:32/W:32 1647 433964 430483 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:64/W:64 442 1.55542e+06 1.5356e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:16/H:128/W:128 131 5.63849e+06 5.5879e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:4/W:4 4372 158167 157526 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:8/W:8 3979 176953 176416 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:16/W:16 2330 298623 297580 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:32/W:32 791 910254 897612 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:64/W:64 236 3.06016e+06 3.03712e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:32/H:128/W:128 66 1.08669e+07 1.07738e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:4/W:4 2437 288239 287617 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:8/W:8 1986 352908 351477 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:16/W:16 1084 622078 617815 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:32/W:32 399 1.76923e+06 1.75086e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:64/W:64 121 5.8617e+06 5.82097e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:64/H:128/W:128 33 2.15028e+07 2.12646e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:4/W:4 1281 551554 550506 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:8/W:8 1048 667239 665484 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:16/W:16 564 1.25505e+06 1.24095e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:32/W:32 212 3.41316e+06 3.36459e+06 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:64/W:64 63 1.15022e+07 1.14226e+07 ns
quantize_per_channel_4d_contiguous/N:16/C:128/H:128/W:128 16 4.45422e+07 4.42439e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:4/W:4 11894 57392.7 57252.4 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:8/W:8 10857 63205 63035.1 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:16/W:16 8336 83746.1 83538.6 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:32/W:32 3408 206406 205554 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:64/W:64 857 820169 810901 ns
quantize_per_channel_4d_contiguous/N:32/C:4/H:128/W:128 248 2.8695e+06 2.83721e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:4/W:4 7682 89451 89028 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:8/W:8 7011 102603 102246 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:16/W:16 4153 167478 166728 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:32/W:32 1662 426782 423954 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:64/W:64 456 1.57036e+06 1.5571e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:8/H:128/W:128 127 5.75738e+06 5.71371e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:4/W:4 4425 157094 156616 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:8/W:8 3981 177763 177334 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:16/W:16 2370 297176 296306 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:32/W:32 751 925133 915592 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:64/W:64 227 3.04307e+06 3.01368e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:16/H:128/W:128 65 1.10442e+07 1.09712e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:4/W:4 2440 287537 285679 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:8/W:8 1992 355656 354410 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:16/W:16 1149 615658 610707 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:32/W:32 405 1.77702e+06 1.75544e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:64/W:64 121 5.68658e+06 5.62947e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:32/H:128/W:128 32 2.21161e+07 2.19687e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:4/W:4 1272 547562 545751 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:8/W:8 1043 680169 677061 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:16/W:16 563 1.25706e+06 1.24353e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:32/W:32 216 3.37746e+06 3.34013e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:64/W:64 62 1.15445e+07 1.14558e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:64/H:128/W:128 16 4.25917e+07 4.21811e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:4/W:4 638 1.11767e+06 1.1041e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:8/W:8 522 1.37189e+06 1.36166e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:16/W:16 289 2.43982e+06 2.41876e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:32/W:32 111 6.41165e+06 6.36217e+06 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:64/W:64 31 2.32772e+07 2.31274e+07 ns
quantize_per_channel_4d_contiguous/N:32/C:128/H:128/W:128 9 8.46421e+07 8.3987e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:4/W:4 7723 89457.6 89183 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:8/W:8 7085 100981 100708 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:16/W:16 4257 169025 168492 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:32/W:32 1649 425599 422095 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:64/W:64 450 1.54361e+06 1.52714e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:4/H:128/W:128 130 5.80862e+06 5.69961e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:4/W:4 4470 156228 155836 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:8/W:8 3966 177962 177455 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:16/W:16 2323 295789 294555 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:32/W:32 788 915910 907326 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:64/W:64 233 3.06248e+06 3.04041e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:8/H:128/W:128 64 1.07401e+07 1.06522e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:4/W:4 2419 288049 287316 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:8/W:8 1945 347748 346460 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:16/W:16 1182 604378 599374 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:32/W:32 415 1.78288e+06 1.74499e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:64/W:64 116 5.86068e+06 5.80835e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:16/H:128/W:128 33 2.20348e+07 2.18789e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:4/W:4 1278 548717 547467 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:8/W:8 1042 668725 665789 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:16/W:16 552 1.2624e+06 1.25047e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:32/W:32 207 3.46083e+06 3.42854e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:64/W:64 62 1.15271e+07 1.14533e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:32/H:128/W:128 16 4.3725e+07 4.34177e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:4/W:4 635 1.1028e+06 1.09893e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:8/W:8 514 1.33572e+06 1.32948e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:16/W:16 292 2.42075e+06 2.39251e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:32/W:32 109 6.63126e+06 6.58815e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:64/W:64 32 2.26229e+07 2.24591e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:64/H:128/W:128 9 8.87397e+07 8.80788e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:4/W:4 315 2.17116e+06 2.16372e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:8/W:8 255 2.74424e+06 2.73023e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:16/W:16 148 4.70917e+06 4.65357e+06 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:32/W:32 54 1.27751e+07 1.26637e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:64/W:64 16 4.46288e+07 4.4327e+07 ns
quantize_per_channel_4d_contiguous/N:64/C:128/H:128/W:128 4 1.66925e+08 1.65566e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:4/W:4 4494 151547 151014 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:8/W:8 4197 176125 175477 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:16/W:16 2294 303260 301889 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:32/W:32 740 940282 933748 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:64/W:64 235 3.04698e+06 2.99493e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:4/H:128/W:128 63 1.11337e+07 1.09849e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:4/W:4 2371 284630 283885 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:8/W:8 1961 344232 343001 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:16/W:16 1171 597407 592907 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:32/W:32 408 1.75722e+06 1.74079e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:64/W:64 120 5.83726e+06 5.79254e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:8/H:128/W:128 33 2.20949e+07 2.19137e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:4/W:4 1288 536488 535226 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:8/W:8 1055 673025 670279 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:16/W:16 562 1.26382e+06 1.25389e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:32/W:32 209 3.41499e+06 3.38256e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:64/W:64 61 1.12249e+07 1.11359e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:16/H:128/W:128 16 4.35976e+07 4.32966e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:4/W:4 642 1.08907e+06 1.08404e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:8/W:8 521 1.31981e+06 1.31226e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:16/W:16 294 2.41374e+06 2.38905e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:32/W:32 107 6.55994e+06 6.50927e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:64/W:64 31 2.30744e+07 2.29001e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:32/H:128/W:128 9 8.84591e+07 8.79848e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:4/W:4 328 2.16754e+06 2.15908e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:8/W:8 259 2.73077e+06 2.70906e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:16/W:16 150 4.74318e+06 4.70917e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:32/W:32 55 1.27848e+07 1.26852e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:64/W:64 16 4.47635e+07 4.41005e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:64/H:128/W:128 4 1.73719e+08 1.72652e+08 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:4/W:4 162 4.30382e+06 4.28518e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:8/W:8 130 5.40262e+06 5.36267e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:16/W:16 77 9.2096e+06 9.12992e+06 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:32/W:32 27 2.60659e+07 2.58459e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:64/W:64 8 8.75017e+07 8.67331e+07 ns
quantize_per_channel_4d_contiguous/N:128/C:128/H:128/W:128 2 3.54495e+08 3.51848e+08 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:4/W:4 16525 42192.1 42060.6 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:8/W:8 15565 45357.7 45242.3 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:16/W:16 12389 55789.9 55649.9 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:32/W:32 5872 120094 119598 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:64/W:64 1764 404629 401244 ns
quantize_per_channel_4d_channels_last/N:16/C:4/H:128/W:128 457 1.56991e+06 1.55437e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:4/W:4 11899 57149.4 57018.6 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:8/W:8 10891 64308.8 64163.5 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:16/W:16 8369 84840.1 84583.6 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:32/W:32 3300 217059 215714 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:64/W:64 831 864356 844743 ns
quantize_per_channel_4d_channels_last/N:16/C:8/H:128/W:128 229 2.93166e+06 2.90984e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:4/W:4 7656 92700.6 92350.3 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:8/W:8 6910 102055 101670 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:16/W:16 4170 167790 167182 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:32/W:32 1650 432520 429015 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:64/W:64 445 1.56847e+06 1.55511e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:16/H:128/W:128 130 5.59836e+06 5.56569e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:4/W:4 4362 159378 158998 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:8/W:8 3979 179872 179389 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:16/W:16 2301 299529 298272 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:32/W:32 737 915498 905009 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:64/W:64 238 3.11924e+06 3.0787e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:32/H:128/W:128 64 1.11424e+07 1.10642e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:4/W:4 2443 290736 289502 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:8/W:8 2006 351310 350196 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:16/W:16 1183 616234 610394 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:32/W:32 398 1.77048e+06 1.75753e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:64/W:64 117 5.85522e+06 5.81595e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:64/H:128/W:128 33 2.15568e+07 2.13736e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:4/W:4 1269 554203 546581 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:8/W:8 999 702870 698619 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:16/W:16 548 1.28788e+06 1.27299e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:32/W:32 201 3.39825e+06 3.37335e+06 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:64/W:64 63 1.14402e+07 1.13055e+07 ns
quantize_per_channel_4d_channels_last/N:16/C:128/H:128/W:128 16 4.52358e+07 4.49554e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:4/W:4 12017 56980.6 56862.4 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:8/W:8 10826 65027.8 64783.1 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:16/W:16 8355 83482.9 83234.5 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:32/W:32 3294 211964 210942 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:64/W:64 821 860444 853543 ns
quantize_per_channel_4d_channels_last/N:32/C:4/H:128/W:128 234 2.90009e+06 2.87136e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:4/W:4 8120 93029.6 92564.6 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:8/W:8 6951 101556 101273 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:16/W:16 4117 167819 167109 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:32/W:32 1680 419918 416887 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:64/W:64 449 1.59968e+06 1.57648e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:8/H:128/W:128 119 5.77176e+06 5.72897e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:4/W:4 4427 156261 155815 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:8/W:8 3913 176369 175919 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:16/W:16 2382 301514 299325 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:32/W:32 741 932862 920419 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:64/W:64 230 3.1061e+06 3.04146e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:16/H:128/W:128 64 1.119e+07 1.11173e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:4/W:4 2444 279823 277666 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:8/W:8 1946 354175 352780 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:16/W:16 1139 628552 614994 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:32/W:32 399 1.78226e+06 1.76863e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:64/W:64 116 5.77357e+06 5.70852e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:32/H:128/W:128 32 2.2194e+07 2.20408e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:4/W:4 1270 542197 540557 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:8/W:8 1035 678291 675331 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:16/W:16 554 1.26207e+06 1.24873e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:32/W:32 213 3.58377e+06 3.42144e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:64/W:64 61 1.14812e+07 1.13941e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:64/H:128/W:128 16 4.46194e+07 4.40036e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:4/W:4 644 1.10406e+06 1.09984e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:8/W:8 508 1.36973e+06 1.35935e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:16/W:16 286 2.44732e+06 2.43144e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:32/W:32 110 6.49469e+06 6.4169e+06 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:64/W:64 30 2.2764e+07 2.26247e+07 ns
quantize_per_channel_4d_channels_last/N:32/C:128/H:128/W:128 8 8.60016e+07 8.51157e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:4/W:4 7876 90188 89609.7 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:8/W:8 6884 101886 101550 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:16/W:16 4150 169502 168877 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:32/W:32 1669 415970 412720 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:64/W:64 454 1.60242e+06 1.57629e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:4/H:128/W:128 120 5.78069e+06 5.73716e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:4/W:4 4473 160402 159950 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:8/W:8 3864 177530 177101 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:16/W:16 2372 300034 298047 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:32/W:32 749 947572 932781 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:64/W:64 227 3.09224e+06 3.02335e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:8/H:128/W:128 63 1.11992e+07 1.11269e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:4/W:4 2463 292238 291330 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:8/W:8 1972 357767 354186 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:16/W:16 1076 630884 617550 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:32/W:32 404 1.78617e+06 1.77051e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:64/W:64 123 5.78004e+06 5.72481e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:16/H:128/W:128 32 2.26688e+07 2.24643e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:4/W:4 1243 543667 541884 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:8/W:8 1011 686000 683607 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:16/W:16 546 1.25845e+06 1.24255e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:32/W:32 212 3.44775e+06 3.42089e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:64/W:64 62 1.14174e+07 1.13267e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:32/H:128/W:128 16 4.43705e+07 4.38349e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:4/W:4 639 1.08777e+06 1.08488e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:8/W:8 514 1.35131e+06 1.34203e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:16/W:16 293 2.42139e+06 2.40007e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:32/W:32 109 6.38023e+06 6.31837e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:64/W:64 30 2.28308e+07 2.2679e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:64/H:128/W:128 9 8.69365e+07 8.5759e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:4/W:4 325 2.15312e+06 2.14798e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:8/W:8 258 2.75297e+06 2.73002e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:16/W:16 149 4.7908e+06 4.74631e+06 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:32/W:32 53 1.27234e+07 1.26248e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:64/W:64 15 4.63553e+07 4.60252e+07 ns
quantize_per_channel_4d_channels_last/N:64/C:128/H:128/W:128 4 1.74106e+08 1.73149e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:4/W:4 4714 150910 150590 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:8/W:8 3977 173403 172564 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:16/W:16 2281 299140 297631 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:32/W:32 749 950000 934704 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:64/W:64 230 3.06817e+06 3.04045e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:4/H:128/W:128 65 1.13916e+07 1.12653e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:4/W:4 2452 291109 290076 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:8/W:8 1988 359656 358426 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:16/W:16 1142 621056 617450 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:32/W:32 385 1.78397e+06 1.76953e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:64/W:64 124 5.78508e+06 5.71003e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:8/H:128/W:128 32 2.20669e+07 2.18622e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:4/W:4 1272 551889 549981 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:8/W:8 1042 670930 669270 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:16/W:16 561 1.26523e+06 1.25457e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:32/W:32 203 3.44638e+06 3.41963e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:64/W:64 61 1.15095e+07 1.14212e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:16/H:128/W:128 16 4.48441e+07 4.45224e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:4/W:4 643 1.09995e+06 1.09612e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:8/W:8 521 1.37262e+06 1.36295e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:16/W:16 288 2.43372e+06 2.41261e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:32/W:32 108 6.55623e+06 6.48771e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:64/W:64 32 2.20738e+07 2.18858e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:32/H:128/W:128 9 8.7964e+07 8.73275e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:4/W:4 324 2.13027e+06 2.12472e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:8/W:8 257 2.78342e+06 2.74256e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:16/W:16 149 4.82473e+06 4.72118e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:32/W:32 55 1.29107e+07 1.28144e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:64/W:64 15 4.66098e+07 4.62879e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:64/H:128/W:128 4 1.67554e+08 1.66275e+08 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:4/W:4 161 4.39208e+06 4.35996e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:8/W:8 130 5.41663e+06 5.36413e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:16/W:16 78 9.22052e+06 9.15788e+06 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:32/W:32 28 2.56998e+07 2.5492e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:64/W:64 8 8.91982e+07 8.84652e+07 ns
quantize_per_channel_4d_channels_last/N:128/C:128/H:128/W:128 2 3.33659e+08 3.31572e+08 ns
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