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ev-br/gist:c1a35b386c90d8eaac484520d8256927

Created July 31, 2024 13:27
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c7g.results.output.txt
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gistfile1.txt
{'arch': 'aarch64', 'cpu': '', 'machine': 'ip-172-31-6-241', 'num_cpu': '2', 'os': 'Linux 6.8.0-1009-aws', 'ram': '3899308', 'python': '3.12', 'Cython': '', 'build': '', 'packaging': ''}
bench_linalg.Eindot.time_dot_a_b
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| NEOVERSEV1 | 0.100206 | 0.000442 | 1 |
| ARMV8SVE | 0.107544 | 0.00039 | 1.07323 |
| NEOVERSEN1 | 0.121638 | 0.000565 | 1.21388 |
| FALKOR | 0.12184 | 0.00027 | 1.2159 |
| CORTEXX1 | 0.122502 | 0.00027 | 1.22251 |
| CORTEXA710 | 0.122581 | 0.00027 | 1.22329 |
| A64FX | 0.122641 | 0.000225 | 1.22389 |
| TSV110 | 0.122672 | 0.000225 | 1.22419 |
| NEOVERSEN2 | 0.122863 | 0.000185 | 1.2261 |
| ARMV8 | 0.122864 | 0.00048 | 1.22612 |
| CORTEXA72 | 0.122917 | 0.00051 | 1.22664 |
| CORTEXA510 | 0.122998 | 0.000425 | 1.22745 |
| EMAG8180 | 0.123183 | 0.000555 | 1.2293 |
| VORTEX | 0.123291 | 0.0003 | 1.23038 |
| FT2000 | 0.123317 | 0.00035 | 1.23063 |
| CORTEXA57 | 0.123337 | 0.000555 | 1.23083 |
| CORTEXA76 | 0.123346 | 0.000495 | 1.23092 |
| CORTEXA73 | 0.123379 | 0.00046 | 1.23126 |
| CORTEXX2 | 0.12353 | 0.000195 | 1.23276 |
| THUNDERX3T110 | 0.126534 | 0.00031 | 1.26274 |
| THUNDERX2T99 | 0.128401 | 0.00064 | 1.28137 |
| CORTEXA53 | 0.152673 | 0.00073 | 1.52359 |
| CORTEXA55 | 0.153269 | 0.000635 | 1.52954 |
| THUNDERX | 0.242116 | 0.000905 | 2.41619 |
bench_linalg.Eindot.time_dot_d_dot_b_c
| arch | mean | spread | perf_ratios |
|:--------------|------------:|-----------:|--------------:|
| FALKOR | 0.000646777 | 1.3455e-05 | 1 |
| THUNDERX | 0.000650006 | 7.11e-06 | 1.00499 |
| TSV110 | 0.000656408 | 2.1305e-05 | 1.01489 |
| CORTEXA72 | 0.000669307 | 2.595e-05 | 1.03483 |
| A64FX | 0.000679693 | 1.0665e-05 | 1.05089 |
| CORTEXA53 | 0.000683751 | 1.1865e-05 | 1.05717 |
| CORTEXX1 | 0.000686124 | 6.615e-06 | 1.06084 |
| ARMV8 | 0.000690886 | 1.438e-05 | 1.0682 |
| CORTEXA710 | 0.00069216 | 1.493e-05 | 1.07017 |
| EMAG8180 | 0.000694941 | 1.1225e-05 | 1.07447 |
| NEOVERSEN1 | 0.000695184 | 4.557e-05 | 1.07484 |
| ARMV8SVE | 0.000697556 | 2.5085e-05 | 1.07851 |
| NEOVERSEN2 | 0.000700582 | 1.825e-05 | 1.08319 |
| FT2000 | 0.000704206 | 1.779e-05 | 1.08879 |
| THUNDERX2T99 | 0.000706172 | 2.26e-05 | 1.09183 |
| CORTEXA73 | 0.000707373 | 1.553e-05 | 1.09369 |
| CORTEXA55 | 0.000708584 | 3.0845e-05 | 1.09556 |
| CORTEXA76 | 0.000709366 | 1.8535e-05 | 1.09677 |
| VORTEX | 0.000712649 | 2.0875e-05 | 1.10185 |
| CORTEXA510 | 0.000717612 | 4.077e-05 | 1.10952 |
| CORTEXA57 | 0.000718381 | 1.6165e-05 | 1.11071 |
| NEOVERSEV1 | 0.000719048 | 9.55e-06 | 1.11174 |
| CORTEXX2 | 0.000719996 | 1.3335e-05 | 1.11321 |
| THUNDERX3T110 | 0.000723713 | 1.494e-05 | 1.11895 |
bench_linalg.Eindot.time_dot_trans_a_at
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.013665 | 0.000109 | 1 |
| ARMV8SVE | 0.0145637 | 5.85e-05 | 1.06577 |
| NEOVERSEN1 | 0.0166743 | 0.00015 | 1.22021 |
| TSV110 | 0.0167991 | 8.5e-05 | 1.22935 |
| EMAG8180 | 0.0168916 | 9.15e-05 | 1.23612 |
| ARMV8 | 0.0173199 | 6.5e-05 | 1.26746 |
| CORTEXA73 | 0.0174973 | 0.0001425 | 1.28045 |
| FALKOR | 0.0175095 | 0.0001195 | 1.28133 |
| CORTEXA710 | 0.0175389 | 0.000214 | 1.28349 |
| CORTEXA72 | 0.0175632 | 0.0001295 | 1.28527 |
| VORTEX | 0.0175898 | 7.25e-05 | 1.28722 |
| CORTEXA76 | 0.0175951 | 9.6e-05 | 1.2876 |
| CORTEXA57 | 0.0176018 | 9.05e-05 | 1.28809 |
| A64FX | 0.0176081 | 0.0001155 | 1.28855 |
| CORTEXA510 | 0.0176288 | 8.55e-05 | 1.29007 |
| CORTEXX1 | 0.0176293 | 8.25e-05 | 1.2901 |
| NEOVERSEN2 | 0.0176461 | 5.15e-05 | 1.29133 |
| CORTEXX2 | 0.0176634 | 0.000129 | 1.2926 |
| FT2000 | 0.0176761 | 0.000131 | 1.29353 |
| THUNDERX2T99 | 0.0185614 | 0.0001105 | 1.35832 |
| THUNDERX3T110 | 0.0188972 | 3.75e-05 | 1.38289 |
| CORTEXA53 | 0.0213335 | 0.000116 | 1.56118 |
| CORTEXA55 | 0.021361 | 0.0002495 | 1.56319 |
| THUNDERX | 0.030998 | 0.0002715 | 2.26842 |
bench_linalg.Eindot.time_dot_trans_a_atc
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0252876 | 0.000173 | 1 |
| ARMV8SVE | 0.0259322 | 0.0001745 | 1.02549 |
| EMAG8180 | 0.0307259 | 7.85e-05 | 1.21506 |
| TSV110 | 0.0307661 | 7.8e-05 | 1.21665 |
| NEOVERSEN1 | 0.0307999 | 0.0002135 | 1.21798 |
| CORTEXA72 | 0.031763 | 8.95e-05 | 1.25607 |
| CORTEXA73 | 0.0318381 | 0.00014 | 1.25904 |
| A64FX | 0.0318446 | 0.000134 | 1.2593 |
| CORTEXX1 | 0.0318687 | 0.00016 | 1.26025 |
| CORTEXA710 | 0.0318763 | 0.0001275 | 1.26055 |
| ARMV8 | 0.0319006 | 7.65e-05 | 1.26151 |
| FT2000 | 0.0319405 | 8.25e-05 | 1.26309 |
| CORTEXA510 | 0.031953 | 0.0002245 | 1.26358 |
| FALKOR | 0.0319868 | 6.35e-05 | 1.26492 |
| CORTEXA57 | 0.0320035 | 0.000176 | 1.26558 |
| CORTEXA76 | 0.0320169 | 0.000303 | 1.26611 |
| VORTEX | 0.0320189 | 0.000123 | 1.26619 |
| NEOVERSEN2 | 0.0320245 | 0.000157 | 1.26641 |
| CORTEXX2 | 0.0320724 | 0.000114 | 1.2683 |
| THUNDERX3T110 | 0.0336188 | 4.85e-05 | 1.32946 |
| THUNDERX2T99 | 0.0345659 | 0.0002325 | 1.36691 |
| CORTEXA53 | 0.0383078 | 0.0002305 | 1.51488 |
| CORTEXA55 | 0.0385082 | 8.65e-05 | 1.52281 |
| THUNDERX | 0.0606118 | 0.000445 | 2.3969 |
bench_linalg.Eindot.time_dot_trans_at_a
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0382658 | 0.000293 | 1 |
| ARMV8SVE | 0.0398684 | 0.000665 | 1.04188 |
| NEOVERSEN1 | 0.0451654 | 0.0001945 | 1.18031 |
| CORTEXA710 | 0.0452598 | 0.0003345 | 1.18277 |
| CORTEXX1 | 0.0452744 | 0.000167 | 1.18316 |
| FALKOR | 0.0453433 | 0.0001895 | 1.18496 |
| VORTEX | 0.045353 | 0.0003315 | 1.18521 |
| CORTEXA73 | 0.0453604 | 0.0001705 | 1.1854 |
| CORTEXA510 | 0.0453743 | 0.0002865 | 1.18577 |
| FT2000 | 0.0453897 | 0.000105 | 1.18617 |
| NEOVERSEN2 | 0.0454199 | 0.000234 | 1.18696 |
| A64FX | 0.0454232 | 0.000349 | 1.18704 |
| ARMV8 | 0.0454259 | 0.0002035 | 1.18711 |
| CORTEXA72 | 0.0455253 | 0.0003535 | 1.18971 |
| CORTEXA76 | 0.0455726 | 0.000382 | 1.19095 |
| CORTEXX2 | 0.045641 | 0.000243 | 1.19274 |
| CORTEXA57 | 0.0457062 | 0.0001865 | 1.19444 |
| EMAG8180 | 0.0461597 | 0.0003185 | 1.20629 |
| TSV110 | 0.0463468 | 0.0006845 | 1.21118 |
| THUNDERX2T99 | 0.0467642 | 0.000239 | 1.22209 |
| THUNDERX3T110 | 0.046991 | 0.0001875 | 1.22802 |
| CORTEXA53 | 0.0549674 | 0.000361 | 1.43646 |
| CORTEXA55 | 0.0551422 | 0.0002305 | 1.44103 |
| THUNDERX | 0.0885198 | 0.0012805 | 2.31329 |
bench_linalg.Eindot.time_dot_trans_atc_a
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0661526 | 0.0004475 | 1 |
| ARMV8SVE | 0.0709496 | 0.000436 | 1.07252 |
| NEOVERSEN1 | 0.080579 | 0.000353 | 1.21808 |
| EMAG8180 | 0.0812509 | 0.0003385 | 1.22823 |
| TSV110 | 0.08162 | 0.0003955 | 1.23381 |
| CORTEXA72 | 0.081636 | 0.000237 | 1.23406 |
| VORTEX | 0.081863 | 0.0003215 | 1.23749 |
| NEOVERSEN2 | 0.0819215 | 0.000218 | 1.23837 |
| FALKOR | 0.0819587 | 0.0004285 | 1.23893 |
| FT2000 | 0.0819745 | 0.000301 | 1.23917 |
| CORTEXA710 | 0.0819837 | 0.0002365 | 1.23931 |
| CORTEXX1 | 0.0819838 | 0.0002745 | 1.23931 |
| CORTEXA510 | 0.0820539 | 0.0004465 | 1.24037 |
| A64FX | 0.0820914 | 0.000324 | 1.24094 |
| ARMV8 | 0.0821036 | 0.00017 | 1.24113 |
| CORTEXA76 | 0.0821165 | 0.0005355 | 1.24132 |
| CORTEXA57 | 0.0822762 | 0.000115 | 1.24373 |
| CORTEXA73 | 0.0822804 | 0.000529 | 1.2438 |
| CORTEXX2 | 0.0822967 | 0.000143 | 1.24404 |
| THUNDERX3T110 | 0.0834291 | 0.0001105 | 1.26116 |
| THUNDERX2T99 | 0.0844998 | 0.000187 | 1.27735 |
| CORTEXA53 | 0.102156 | 0.000665 | 1.54425 |
| CORTEXA55 | 0.102194 | 0.000705 | 1.54482 |
| THUNDERX | 0.164315 | 0.001845 | 2.48387 |
bench_linalg.Eindot.time_einsum_i_ij_j
| arch | mean | spread | perf_ratios |
|:--------------|-----------:|-----------:|--------------:|
| ARMV8SVE | 0.00688979 | 4.915e-05 | 1 |
| EMAG8180 | 0.00691226 | 4.565e-05 | 1.00326 |
| CORTEXX1 | 0.00691782 | 4.25e-05 | 1.00407 |
| THUNDERX | 0.00693801 | 3.935e-05 | 1.007 |
| A64FX | 0.00694465 | 3.065e-05 | 1.00796 |
| THUNDERX2T99 | 0.00695455 | 1.26e-05 | 1.0094 |
| NEOVERSEN2 | 0.00695491 | 7.395e-05 | 1.00945 |
| CORTEXA72 | 0.00696601 | 7.415e-05 | 1.01106 |
| FT2000 | 0.00698827 | 6.14e-05 | 1.01429 |
| CORTEXA510 | 0.00698954 | 0.00011495 | 1.01448 |
| THUNDERX3T110 | 0.00699674 | 4.48e-05 | 1.01552 |
| CORTEXA55 | 0.00699811 | 5.75e-05 | 1.01572 |
| CORTEXA76 | 0.00700428 | 5.125e-05 | 1.01662 |
| FALKOR | 0.00701632 | 6.245e-05 | 1.01837 |
| NEOVERSEN1 | 0.00701973 | 5e-05 | 1.01886 |
| CORTEXA73 | 0.00703022 | 5.98e-05 | 1.02038 |
| TSV110 | 0.00703098 | 4.81e-05 | 1.02049 |
| CORTEXA710 | 0.00703328 | 4.11e-05 | 1.02083 |
| CORTEXA57 | 0.00704174 | 4.235e-05 | 1.02205 |
| VORTEX | 0.00704308 | 5.065e-05 | 1.02225 |
| CORTEXA53 | 0.0070444 | 6.855e-05 | 1.02244 |
| NEOVERSEV1 | 0.00705846 | 0.0001221 | 1.02448 |
| ARMV8 | 0.00706051 | 4.795e-05 | 1.02478 |
| CORTEXX2 | 0.00706255 | 5.865e-05 | 1.02508 |
bench_linalg.Eindot.time_einsum_ij_jk_a_b
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| TSV110 | 0.778774 | 0.010595 | 1 |
| A64FX | 0.779148 | 0.02372 | 1.00048 |
| CORTEXA710 | 0.781639 | 0.01261 | 1.00368 |
| FT2000 | 0.789939 | 0.0214 | 1.01434 |
| ARMV8 | 0.790271 | 0.01707 | 1.01476 |
| CORTEXA55 | 0.791449 | 0.019505 | 1.01628 |
| FALKOR | 0.792983 | 0.03009 | 1.01824 |
| THUNDERX2T99 | 0.802448 | 0.020605 | 1.0304 |
| THUNDERX3T110 | 0.802732 | 0.00936 | 1.03076 |
| VORTEX | 0.802959 | 0.015 | 1.03105 |
| CORTEXA76 | 0.807253 | 0.02067 | 1.03657 |
| CORTEXX2 | 0.80742 | 0.013145 | 1.03678 |
| THUNDERX | 0.814207 | 0.021935 | 1.0455 |
| CORTEXA510 | 0.814362 | 0.01014 | 1.0457 |
| NEOVERSEN1 | 0.816911 | 0.0185 | 1.04897 |
| CORTEXA53 | 0.81807 | 0.007425 | 1.05046 |
| NEOVERSEN2 | 0.820152 | 0.01844 | 1.05313 |
| CORTEXA72 | 0.822391 | 0.00879 | 1.05601 |
| CORTEXA57 | 0.827284 | 0.008565 | 1.06229 |
| EMAG8180 | 0.835599 | 0.011615 | 1.07297 |
| CORTEXA73 | 0.836042 | 0.00701 | 1.07354 |
| CORTEXX1 | 0.837225 | 0.00473 | 1.07505 |
| ARMV8SVE | 0.839525 | 0.005175 | 1.07801 |
| NEOVERSEV1 | 0.849257 | 0.00811 | 1.0905 |
bench_linalg.Eindot.time_einsum_ijk_jil_kl
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| TSV110 | 0.691457 | 0.0027 | 1 |
| A64FX | 0.691549 | 0.00259 | 1.00013 |
| CORTEXX1 | 0.691606 | 0.003435 | 1.00021 |
| CORTEXA73 | 0.691627 | 0.00259 | 1.00025 |
| CORTEXA710 | 0.691764 | 0.00321 | 1.00044 |
| FT2000 | 0.692069 | 0.0029 | 1.00088 |
| CORTEXA57 | 0.692237 | 0.0027 | 1.00113 |
| CORTEXA55 | 0.692354 | 0.00278 | 1.0013 |
| NEOVERSEN1 | 0.693086 | 0.002915 | 1.00236 |
| THUNDERX3T110 | 0.694827 | 0.00108 | 1.00487 |
| CORTEXX2 | 0.694968 | 0.00098 | 1.00508 |
| EMAG8180 | 0.695195 | 0.001255 | 1.00541 |
| NEOVERSEN2 | 0.695313 | 0.00095 | 1.00558 |
| ARMV8SVE | 0.695572 | 0.00119 | 1.00595 |
| FALKOR | 0.696961 | 0.002195 | 1.00796 |
| CORTEXA72 | 0.697166 | 0.00226 | 1.00826 |
| NEOVERSEV1 | 0.697665 | 0.001355 | 1.00898 |
| THUNDERX2T99 | 0.697804 | 0.001035 | 1.00918 |
| CORTEXA510 | 0.69796 | 0.001315 | 1.0094 |
| THUNDERX | 0.698222 | 0.0021 | 1.00978 |
| CORTEXA76 | 0.698348 | 0.00126 | 1.00997 |
| VORTEX | 0.698645 | 0.002025 | 1.0104 |
| ARMV8 | 0.698656 | 0.00147 | 1.01041 |
| CORTEXA53 | 0.698706 | 0.00207 | 1.01048 |
bench_linalg.Eindot.time_inner_trans_a_a
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0135538 | 0.0001175 | 1 |
| ARMV8SVE | 0.0146038 | 0.000171 | 1.07747 |
| TSV110 | 0.0167614 | 4.9e-05 | 1.23666 |
| NEOVERSEN1 | 0.0168428 | 3.05e-05 | 1.24266 |
| EMAG8180 | 0.016882 | 0.0002225 | 1.24556 |
| CORTEXA76 | 0.0175178 | 0.0001 | 1.29247 |
| FALKOR | 0.0175366 | 5.3e-05 | 1.29385 |
| ARMV8 | 0.0175633 | 6.65e-05 | 1.29582 |
| CORTEXA72 | 0.0175825 | 0.000117 | 1.29724 |
| CORTEXA510 | 0.0175899 | 0.0001105 | 1.29779 |
| A64FX | 0.0175911 | 0.000138 | 1.29787 |
| CORTEXA73 | 0.017598 | 6.65e-05 | 1.29839 |
| NEOVERSEN2 | 0.0176226 | 7.05e-05 | 1.3002 |
| CORTEXX2 | 0.0176454 | 0.000186 | 1.30188 |
| CORTEXA57 | 0.0176654 | 8.85e-05 | 1.30336 |
| CORTEXX1 | 0.0176829 | 0.0001185 | 1.30465 |
| VORTEX | 0.0177161 | 0.0001035 | 1.30709 |
| CORTEXA710 | 0.0177516 | 6.6e-05 | 1.30971 |
| FT2000 | 0.0177623 | 8.9e-05 | 1.31051 |
| THUNDERX2T99 | 0.0184503 | 6.3e-05 | 1.36126 |
| THUNDERX3T110 | 0.0188238 | 0.0001555 | 1.38882 |
| CORTEXA55 | 0.0212812 | 9.1e-05 | 1.57013 |
| CORTEXA53 | 0.0215702 | 6.45e-05 | 1.59145 |
| THUNDERX | 0.0311273 | 0.00023 | 2.29658 |
bench_linalg.Eindot.time_inner_trans_a_ac
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0251683 | 0.000161 | 1 |
| ARMV8SVE | 0.0260668 | 0.0004455 | 1.0357 |
| TSV110 | 0.0304254 | 0.0001675 | 1.20888 |
| EMAG8180 | 0.0306348 | 6.4e-05 | 1.2172 |
| NEOVERSEN1 | 0.0308451 | 0.0001605 | 1.22555 |
| CORTEXA76 | 0.0317843 | 0.000142 | 1.26287 |
| ARMV8 | 0.0318614 | 8.4e-05 | 1.26593 |
| A64FX | 0.0318985 | 6.15e-05 | 1.26741 |
| CORTEXX1 | 0.0319015 | 0.0003465 | 1.26753 |
| FALKOR | 0.0319196 | 0.0001075 | 1.26825 |
| CORTEXA73 | 0.0319591 | 0.0002195 | 1.26982 |
| FT2000 | 0.0320169 | 6.05e-05 | 1.27211 |
| CORTEXX2 | 0.0320181 | 4.65e-05 | 1.27216 |
| NEOVERSEN2 | 0.0320476 | 0.000251 | 1.27333 |
| CORTEXA72 | 0.0320582 | 0.000181 | 1.27376 |
| CORTEXA510 | 0.0320818 | 0.0003105 | 1.27469 |
| CORTEXA57 | 0.0321474 | 0.0002565 | 1.2773 |
| CORTEXA710 | 0.032171 | 6.75e-05 | 1.27824 |
| VORTEX | 0.032258 | 8.35e-05 | 1.28169 |
| THUNDERX3T110 | 0.033665 | 0.000178 | 1.3376 |
| THUNDERX2T99 | 0.034473 | 0.0002605 | 1.3697 |
| CORTEXA55 | 0.0383121 | 0.000131 | 1.52224 |
| CORTEXA53 | 0.0386649 | 0.0001095 | 1.53625 |
| THUNDERX | 0.0614897 | 0.000259 | 2.44314 |
bench_linalg.Eindot.time_matmul_a_b
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| NEOVERSEV1 | 0.099272 | 0.000172 | 1 |
| ARMV8SVE | 0.106366 | 0.000355 | 1.07146 |
| TSV110 | 0.121808 | 0.00046 | 1.22701 |
| CORTEXA510 | 0.122308 | 0.000565 | 1.23205 |
| ARMV8 | 0.122536 | 0.000175 | 1.23435 |
| EMAG8180 | 0.12262 | 0.000425 | 1.23519 |
| CORTEXA76 | 0.122833 | 0.000325 | 1.23734 |
| CORTEXA73 | 0.122847 | 0.00028 | 1.23748 |
| CORTEXX1 | 0.122885 | 0.00017 | 1.23786 |
| NEOVERSEN2 | 0.122899 | 0.00048 | 1.23801 |
| FALKOR | 0.123094 | 0.00023 | 1.23997 |
| CORTEXA57 | 0.123182 | 0.000455 | 1.24085 |
| VORTEX | 0.123246 | 0.0003 | 1.2415 |
| A64FX | 0.123247 | 0.00046 | 1.24151 |
| FT2000 | 0.123286 | 0.000615 | 1.2419 |
| CORTEXA72 | 0.123359 | 0.00025 | 1.24264 |
| CORTEXX2 | 0.123483 | 0.00018 | 1.24388 |
| NEOVERSEN1 | 0.123483 | 0.000665 | 1.24389 |
| CORTEXA710 | 0.123611 | 0.00042 | 1.24518 |
| THUNDERX3T110 | 0.12599 | 0.00088 | 1.26914 |
| THUNDERX2T99 | 0.127539 | 0.00078 | 1.28475 |
| CORTEXA55 | 0.152055 | 0.0004 | 1.5317 |
| CORTEXA53 | 0.153001 | 0.00051 | 1.54123 |
| THUNDERX | 0.242808 | 0.00067 | 2.44588 |
bench_linalg.Eindot.time_matmul_d_matmul_b_c
| arch | mean | spread | perf_ratios |
|:--------------|------------:|-----------:|--------------:|
| THUNDERX3T110 | 0.000658454 | 4.949e-05 | 1 |
| THUNDERX | 0.000658971 | 1.7115e-05 | 1.00078 |
| CORTEXA76 | 0.000659605 | 1.8875e-05 | 1.00175 |
| TSV110 | 0.000662914 | 3.691e-05 | 1.00677 |
| CORTEXA55 | 0.000664154 | 3.2055e-05 | 1.00866 |
| ARMV8 | 0.000665144 | 3.7195e-05 | 1.01016 |
| EMAG8180 | 0.000672433 | 4.03e-05 | 1.02123 |
| THUNDERX2T99 | 0.000673102 | 2.886e-05 | 1.02225 |
| NEOVERSEV1 | 0.000673618 | 2.23e-05 | 1.02303 |
| CORTEXA73 | 0.000679237 | 6.52e-06 | 1.03156 |
| ARMV8SVE | 0.000685519 | 1.468e-05 | 1.0411 |
| CORTEXX1 | 0.000690868 | 1.2375e-05 | 1.04923 |
| FALKOR | 0.000693764 | 1.936e-05 | 1.05363 |
| FT2000 | 0.00069941 | 2.832e-05 | 1.0622 |
| A64FX | 0.000699748 | 3.55e-05 | 1.06271 |
| CORTEXA510 | 0.000704592 | 2.0725e-05 | 1.07007 |
| VORTEX | 0.000708715 | 2.573e-05 | 1.07633 |
| NEOVERSEN2 | 0.000716716 | 2.296e-05 | 1.08848 |
| CORTEXA710 | 0.000720133 | 1.516e-05 | 1.09367 |
| CORTEXA72 | 0.000721513 | 8.555e-06 | 1.09577 |
| CORTEXX2 | 0.000721798 | 2.7805e-05 | 1.0962 |
| NEOVERSEN1 | 0.000722212 | 2.3335e-05 | 1.09683 |
| CORTEXA53 | 0.000722303 | 1.378e-05 | 1.09697 |
| CORTEXA57 | 0.000725176 | 2.05e-05 | 1.10133 |
bench_linalg.Eindot.time_matmul_trans_a_at
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0134134 | 7.1e-05 | 1 |
| ARMV8SVE | 0.0146724 | 0.0001775 | 1.09386 |
| TSV110 | 0.0166607 | 0.0001 | 1.24209 |
| EMAG8180 | 0.016786 | 8.1e-05 | 1.25143 |
| NEOVERSEN1 | 0.0169476 | 0.000135 | 1.26348 |
| CORTEXA76 | 0.0174184 | 0.000178 | 1.29858 |
| ARMV8 | 0.0174397 | 8.7e-05 | 1.30017 |
| CORTEXX1 | 0.017475 | 9.45e-05 | 1.3028 |
| CORTEXA710 | 0.0174865 | 0.0001025 | 1.30366 |
| A64FX | 0.0174946 | 0.0001065 | 1.30426 |
| FALKOR | 0.0175196 | 6.1e-05 | 1.30613 |
| CORTEXA57 | 0.0175209 | 8.5e-05 | 1.30622 |
| CORTEXA72 | 0.0175276 | 8.75e-05 | 1.30672 |
| FT2000 | 0.0175448 | 0.000107 | 1.308 |
| CORTEXA510 | 0.0175468 | 9.8e-05 | 1.30816 |
| NEOVERSEN2 | 0.0175823 | 8.65e-05 | 1.3108 |
| CORTEXX2 | 0.0175914 | 0.0001175 | 1.31147 |
| VORTEX | 0.0176042 | 6.9e-05 | 1.31243 |
| CORTEXA73 | 0.0176627 | 0.000151 | 1.31679 |
| THUNDERX2T99 | 0.0183758 | 8.75e-05 | 1.36996 |
| THUNDERX3T110 | 0.0187104 | 7.05e-05 | 1.3949 |
| CORTEXA53 | 0.0213967 | 0.000111 | 1.59517 |
| CORTEXA55 | 0.0214204 | 0.0002135 | 1.59694 |
| THUNDERX | 0.0311697 | 0.000205 | 2.32377 |
bench_linalg.Eindot.time_matmul_trans_a_atc
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0251157 | 0.0001585 | 1 |
| ARMV8SVE | 0.0262556 | 0.0003225 | 1.04539 |
| EMAG8180 | 0.0306665 | 0.000183 | 1.22101 |
| TSV110 | 0.0307748 | 0.0003015 | 1.22532 |
| NEOVERSEN1 | 0.0308677 | 0.000112 | 1.22902 |
| ARMV8 | 0.0317716 | 5.95e-05 | 1.26501 |
| CORTEXA73 | 0.0317747 | 7.55e-05 | 1.26513 |
| FALKOR | 0.0318327 | 9.7e-05 | 1.26744 |
| CORTEXA510 | 0.0318773 | 7.85e-05 | 1.26922 |
| CORTEXA710 | 0.0318917 | 6.55e-05 | 1.26979 |
| CORTEXA57 | 0.0319102 | 7.4e-05 | 1.27053 |
| CORTEXA72 | 0.0319214 | 0.0003845 | 1.27097 |
| NEOVERSEN2 | 0.0319313 | 0.0001 | 1.27137 |
| CORTEXX1 | 0.0319429 | 0.0001415 | 1.27183 |
| VORTEX | 0.0319791 | 0.00015 | 1.27327 |
| CORTEXA76 | 0.0319807 | 9.95e-05 | 1.27333 |
| FT2000 | 0.0320057 | 0.000201 | 1.27433 |
| A64FX | 0.0320514 | 0.0003175 | 1.27615 |
| CORTEXX2 | 0.0321226 | 4.05e-05 | 1.27898 |
| THUNDERX3T110 | 0.0334646 | 8.05e-05 | 1.33242 |
| THUNDERX2T99 | 0.0343988 | 0.0001505 | 1.36961 |
| CORTEXA53 | 0.0384317 | 0.000279 | 1.53018 |
| CORTEXA55 | 0.0385303 | 0.0001315 | 1.53411 |
| THUNDERX | 0.061401 | 0.0003915 | 2.44472 |
bench_linalg.Eindot.time_matmul_trans_at_a
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.037369 | 0.000194 | 1 |
| ARMV8SVE | 0.0395259 | 0.0001905 | 1.05772 |
| CORTEXA73 | 0.0443615 | 0.0002125 | 1.18712 |
| VORTEX | 0.044492 | 0.0002765 | 1.19061 |
| CORTEXX1 | 0.044493 | 0.000118 | 1.19064 |
| NEOVERSEN1 | 0.0445778 | 0.0001325 | 1.19291 |
| CORTEXA72 | 0.0445874 | 0.000188 | 1.19316 |
| NEOVERSEN2 | 0.0445941 | 0.0001675 | 1.19334 |
| CORTEXA510 | 0.044615 | 0.000256 | 1.1939 |
| CORTEXA57 | 0.0446289 | 0.000164 | 1.19427 |
| FT2000 | 0.0446443 | 0.000321 | 1.19469 |
| CORTEXA710 | 0.0446695 | 0.0001295 | 1.19536 |
| CORTEXA76 | 0.0447077 | 0.0001395 | 1.19638 |
| EMAG8180 | 0.0448609 | 0.000182 | 1.20048 |
| CORTEXX2 | 0.0450256 | 0.000154 | 1.20489 |
| A64FX | 0.0450276 | 0.000218 | 1.20494 |
| ARMV8 | 0.0451959 | 0.0005435 | 1.20945 |
| TSV110 | 0.0454089 | 0.000536 | 1.21515 |
| THUNDERX2T99 | 0.0455976 | 0.0002495 | 1.2202 |
| FALKOR | 0.0457386 | 0.0004265 | 1.22397 |
| THUNDERX3T110 | 0.0462226 | 0.000108 | 1.23692 |
| CORTEXA53 | 0.0542791 | 0.0004685 | 1.45251 |
| CORTEXA55 | 0.0544103 | 0.00019 | 1.45602 |
| THUNDERX | 0.090372 | 0.000909 | 2.41837 |
bench_linalg.Eindot.time_matmul_trans_atc_a
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0654094 | 0.0003355 | 1 |
| ARMV8SVE | 0.0707974 | 0.0004455 | 1.08237 |
| NEOVERSEN1 | 0.0802525 | 0.0002785 | 1.22693 |
| EMAG8180 | 0.0809091 | 0.0004425 | 1.23696 |
| TSV110 | 0.0812159 | 0.000441 | 1.24165 |
| CORTEXA710 | 0.0812278 | 0.00042 | 1.24184 |
| CORTEXA72 | 0.0813657 | 0.000179 | 1.24394 |
| CORTEXA73 | 0.0813876 | 0.0001905 | 1.24428 |
| VORTEX | 0.0814768 | 0.000213 | 1.24564 |
| ARMV8 | 0.0815801 | 0.000345 | 1.24722 |
| A64FX | 0.0817005 | 0.0002575 | 1.24906 |
| CORTEXA57 | 0.081719 | 0.000561 | 1.24935 |
| CORTEXA76 | 0.0817211 | 0.0002635 | 1.24938 |
| CORTEXX1 | 0.0817458 | 0.0002105 | 1.24976 |
| NEOVERSEN2 | 0.0817636 | 0.000232 | 1.25003 |
| FT2000 | 0.0818569 | 0.0002515 | 1.25146 |
| FALKOR | 0.0819092 | 0.000225 | 1.25225 |
| CORTEXA510 | 0.0819157 | 0.0002505 | 1.25235 |
| CORTEXX2 | 0.0819982 | 0.0002665 | 1.25361 |
| THUNDERX3T110 | 0.0834128 | 0.0003455 | 1.27524 |
| THUNDERX2T99 | 0.0842632 | 0.0001285 | 1.28824 |
| CORTEXA55 | 0.101676 | 0.00065 | 1.55445 |
| CORTEXA53 | 0.101795 | 0.000615 | 1.55627 |
| THUNDERX | 0.166163 | 0.000565 | 2.54035 |
bench_linalg.Eindot.time_tensordot_a_b_axes_1_0_0_1
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| NEOVERSEV1 | 0.0283345 | 0.000186 | 1 |
| ARMV8SVE | 0.0285131 | 0.0003415 | 1.00631 |
| EMAG8180 | 0.0329971 | 0.0001925 | 1.16456 |
| TSV110 | 0.0333016 | 0.000124 | 1.1753 |
| NEOVERSEN1 | 0.034016 | 0.000188 | 1.20052 |
| VORTEX | 0.0355243 | 0.000225 | 1.25375 |
| CORTEXA72 | 0.0355444 | 0.00013 | 1.25446 |
| ARMV8 | 0.0356072 | 0.000235 | 1.25667 |
| CORTEXA510 | 0.0356617 | 0.000185 | 1.2586 |
| CORTEXA710 | 0.0356669 | 0.0001265 | 1.25878 |
| CORTEXA76 | 0.0357164 | 0.0002005 | 1.26053 |
| CORTEXA73 | 0.0357187 | 0.0001615 | 1.26061 |
| FT2000 | 0.0357298 | 0.0001715 | 1.261 |
| FALKOR | 0.0357408 | 0.0001495 | 1.26139 |
| NEOVERSEN2 | 0.035749 | 0.000224 | 1.26168 |
| CORTEXA57 | 0.0357613 | 0.000129 | 1.26211 |
| CORTEXA55 | 0.0358059 | 6.75e-05 | 1.26369 |
| CORTEXX2 | 0.0359744 | 0.0002155 | 1.26963 |
| CORTEXX1 | 0.0360606 | 0.000239 | 1.27267 |
| A64FX | 0.036067 | 7.05e-05 | 1.2729 |
| CORTEXA53 | 0.0360983 | 0.0004185 | 1.274 |
| THUNDERX2T99 | 0.0426486 | 0.0001625 | 1.50518 |
| THUNDERX3T110 | 0.0426507 | 0.000244 | 1.50526 |
| THUNDERX | 0.0477265 | 0.0002395 | 1.6844 |
('bench_linalg.Einsum.time_einsum_contig_contig', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| FALKOR | 5.93122e-05 | 6.595e-07 | 1 |
| CORTEXA510 | 5.93821e-05 | 3.215e-07 | 1.00118 |
| TSV110 | 5.9486e-05 | 8.17e-07 | 1.00293 |
| ARMV8 | 5.97016e-05 | 3.08e-07 | 1.00657 |
| NEOVERSEV1 | 5.97324e-05 | 8.175e-07 | 1.00708 |
| CORTEXA710 | 5.99162e-05 | 8.85e-07 | 1.01018 |
| VORTEX | 5.994e-05 | 3.56e-07 | 1.01058 |
| FT2000 | 5.99466e-05 | 4.895e-07 | 1.0107 |
| THUNDERX2T99 | 6.00853e-05 | 5.955e-07 | 1.01303 |
| THUNDERX | 6.01616e-05 | 3.645e-07 | 1.01432 |
| CORTEXA72 | 6.02743e-05 | 3.405e-07 | 1.01622 |
| CORTEXA55 | 6.02805e-05 | 4.6e-07 | 1.01632 |
| CORTEXX1 | 6.04546e-05 | 4.61e-07 | 1.01926 |
| NEOVERSEN1 | 6.04556e-05 | 8.125e-07 | 1.01928 |
| NEOVERSEN2 | 6.05622e-05 | 3.005e-07 | 1.02107 |
| CORTEXA73 | 6.06558e-05 | 1.615e-07 | 1.02265 |
| CORTEXA57 | 6.0674e-05 | 3.605e-07 | 1.02296 |
| EMAG8180 | 6.06974e-05 | 5.15e-07 | 1.02335 |
| CORTEXA76 | 6.07881e-05 | 4.025e-07 | 1.02488 |
| ARMV8SVE | 6.08807e-05 | 5.655e-07 | 1.02644 |
| CORTEXX2 | 6.10536e-05 | 3.635e-07 | 1.02936 |
| A64FX | 6.11258e-05 | 4.675e-07 | 1.03058 |
| THUNDERX3T110 | 6.11579e-05 | 3.945e-07 | 1.03112 |
| CORTEXA53 | 6.14313e-05 | 4.94e-07 | 1.03573 |
('bench_linalg.Einsum.time_einsum_contig_contig', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| VORTEX | 0.000107115 | 7.5e-07 | 1 |
| TSV110 | 0.000107638 | 2.8e-07 | 1.00488 |
| THUNDERX | 0.000107642 | 1.05e-06 | 1.00492 |
| NEOVERSEN2 | 0.000107658 | 5.4e-07 | 1.00507 |
| CORTEXA76 | 0.000107869 | 1.14e-06 | 1.00704 |
| CORTEXA510 | 0.000107882 | 5.25e-07 | 1.00716 |
| CORTEXX1 | 0.00010796 | 9.25e-07 | 1.00789 |
| EMAG8180 | 0.000108058 | 6.85e-07 | 1.0088 |
| THUNDERX2T99 | 0.000108123 | 7.3e-07 | 1.00941 |
| CORTEXA55 | 0.000108132 | 1.155e-06 | 1.00949 |
| CORTEXA710 | 0.000108153 | 6.55e-07 | 1.00969 |
| A64FX | 0.000108173 | 6.95e-07 | 1.00988 |
| FT2000 | 0.000108191 | 6.05e-07 | 1.01004 |
| FALKOR | 0.000108254 | 4.4e-07 | 1.01063 |
| ARMV8 | 0.000108262 | 5.95e-07 | 1.0107 |
| CORTEXA53 | 0.000108465 | 2.7e-07 | 1.0126 |
| NEOVERSEV1 | 0.000108479 | 3.2e-07 | 1.01274 |
| ARMV8SVE | 0.000108495 | 7.75e-07 | 1.01289 |
| THUNDERX3T110 | 0.000108528 | 5.7e-07 | 1.01319 |
| CORTEXA73 | 0.000108541 | 4.65e-07 | 1.01331 |
| CORTEXA57 | 0.000108732 | 5.85e-07 | 1.01509 |
| CORTEXA72 | 0.00010879 | 4.1e-07 | 1.01563 |
| NEOVERSEN1 | 0.000108905 | 4.7e-07 | 1.01671 |
| CORTEXX2 | 0.000109353 | 1.11e-06 | 1.02089 |
('bench_linalg.Einsum.time_einsum_contig_outstride0', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| CORTEXA55 | 6.06007e-05 | 3.005e-07 | 1 |
| FALKOR | 6.06409e-05 | 6.415e-07 | 1.00066 |
| CORTEXA510 | 6.06911e-05 | 4.105e-07 | 1.00149 |
| EMAG8180 | 6.07652e-05 | 5.18e-07 | 1.00271 |
| CORTEXA710 | 6.09789e-05 | 7.995e-07 | 1.00624 |
| ARMV8SVE | 6.10187e-05 | 5.87e-07 | 1.0069 |
| VORTEX | 6.10729e-05 | 2.125e-07 | 1.00779 |
| ARMV8 | 6.11292e-05 | 3.005e-07 | 1.00872 |
| CORTEXA73 | 6.11458e-05 | 2.59e-07 | 1.00899 |
| FT2000 | 6.11754e-05 | 3.295e-07 | 1.00948 |
| THUNDERX3T110 | 6.11858e-05 | 9.105e-07 | 1.00965 |
| THUNDERX | 6.12914e-05 | 5.55e-07 | 1.0114 |
| A64FX | 6.13609e-05 | 3.2e-07 | 1.01254 |
| CORTEXX1 | 6.14969e-05 | 4.93e-07 | 1.01479 |
| TSV110 | 6.15039e-05 | 2.495e-07 | 1.0149 |
| NEOVERSEV1 | 6.15147e-05 | 3.64e-07 | 1.01508 |
| NEOVERSEN1 | 6.15201e-05 | 4.785e-07 | 1.01517 |
| CORTEXA53 | 6.15265e-05 | 4.705e-07 | 1.01528 |
| CORTEXA57 | 6.15395e-05 | 3.33e-07 | 1.01549 |
| CORTEXA72 | 6.15662e-05 | 1.95e-07 | 1.01593 |
| CORTEXA76 | 6.18374e-05 | 4.03e-07 | 1.02041 |
| CORTEXX2 | 6.19205e-05 | 6.825e-07 | 1.02178 |
| NEOVERSEN2 | 6.20245e-05 | 4.735e-07 | 1.02349 |
| THUNDERX2T99 | 6.20302e-05 | 6.99e-07 | 1.02359 |
('bench_linalg.Einsum.time_einsum_contig_outstride0', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| VORTEX | 0.000110688 | 6.3e-07 | 1 |
| FALKOR | 0.000110894 | 1.26e-06 | 1.00186 |
| THUNDERX3T110 | 0.000111182 | 5.45e-07 | 1.00447 |
| CORTEXA73 | 0.000111417 | 1.165e-06 | 1.00658 |
| EMAG8180 | 0.000111577 | 9.75e-07 | 1.00804 |
| ARMV8SVE | 0.000111598 | 6.7e-07 | 1.00823 |
| CORTEXA510 | 0.000111621 | 7.45e-07 | 1.00843 |
| ARMV8 | 0.000111734 | 1.6e-06 | 1.00945 |
| CORTEXA57 | 0.00011185 | 8.25e-07 | 1.0105 |
| NEOVERSEV1 | 0.000111903 | 7.75e-07 | 1.01098 |
| FT2000 | 0.000111979 | 6.9e-07 | 1.01167 |
| TSV110 | 0.000112036 | 2.1e-07 | 1.01218 |
| CORTEXA55 | 0.000112135 | 1.135e-06 | 1.01307 |
| CORTEXA76 | 0.00011216 | 3.55e-07 | 1.0133 |
| THUNDERX | 0.00011228 | 5.9e-07 | 1.01438 |
| CORTEXA53 | 0.000112389 | 7.4e-07 | 1.01537 |
| CORTEXX1 | 0.000112676 | 1.045e-06 | 1.01796 |
| THUNDERX2T99 | 0.000112791 | 1.545e-06 | 1.019 |
| A64FX | 0.000112812 | 1.045e-06 | 1.01919 |
| NEOVERSEN2 | 0.00011283 | 1e-06 | 1.01935 |
| CORTEXA710 | 0.000112858 | 1.47e-06 | 1.01961 |
| NEOVERSEN1 | 0.0001136 | 1.185e-06 | 1.02631 |
| CORTEXX2 | 0.000113686 | 1.26e-06 | 1.02708 |
| CORTEXA72 | 0.000113819 | 1.72e-06 | 1.02828 |
('bench_linalg.Einsum.time_einsum_mul', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|-----------:|--------------:|
| CORTEXA710 | 0.000610529 | 2.0675e-05 | 1 |
| CORTEXA73 | 0.000612468 | 1.7955e-05 | 1.00318 |
| VORTEX | 0.00061276 | 1.507e-05 | 1.00366 |
| FT2000 | 0.000613603 | 2.0715e-05 | 1.00504 |
| THUNDERX3T110 | 0.000613675 | 1.965e-05 | 1.00515 |
| TSV110 | 0.000617534 | 1.582e-05 | 1.01147 |
| CORTEXA72 | 0.000618606 | 2.3235e-05 | 1.01323 |
| NEOVERSEN2 | 0.000619044 | 1.9625e-05 | 1.01395 |
| CORTEXA55 | 0.000620755 | 1.7295e-05 | 1.01675 |
| THUNDERX2T99 | 0.000621101 | 1.668e-05 | 1.01732 |
| FALKOR | 0.00062168 | 1.844e-05 | 1.01826 |
| CORTEXA53 | 0.000622169 | 1.757e-05 | 1.01907 |
| A64FX | 0.00062266 | 2.1965e-05 | 1.01987 |
| CORTEXX1 | 0.000625164 | 1.67e-05 | 1.02397 |
| CORTEXA510 | 0.000625469 | 1.8265e-05 | 1.02447 |
| THUNDERX | 0.000625537 | 1.8335e-05 | 1.02458 |
| CORTEXA76 | 0.000625842 | 1.662e-05 | 1.02508 |
| ARMV8SVE | 0.000626137 | 1.164e-05 | 1.02556 |
| CORTEXA57 | 0.000626257 | 1.428e-05 | 1.02576 |
| EMAG8180 | 0.00062667 | 1.3455e-05 | 1.02644 |
| CORTEXX2 | 0.000627795 | 1.7185e-05 | 1.02828 |
| ARMV8 | 0.000628455 | 1.7365e-05 | 1.02936 |
| NEOVERSEV1 | 0.000632414 | 1.4795e-05 | 1.03585 |
| NEOVERSEN1 | 0.000632499 | 1.633e-05 | 1.03599 |
('bench_linalg.Einsum.time_einsum_mul', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|-----------:|--------------:|
| THUNDERX3T110 | 0.00040183 | 7.72e-06 | 1 |
| THUNDERX2T99 | 0.000404586 | 1.0295e-05 | 1.00686 |
| CORTEXA55 | 0.000405019 | 1.01e-05 | 1.00794 |
| CORTEXA73 | 0.000406269 | 1.2655e-05 | 1.01105 |
| ARMV8SVE | 0.000406823 | 1.41e-05 | 1.01242 |
| FALKOR | 0.000407144 | 1.0025e-05 | 1.01322 |
| CORTEXA710 | 0.000407165 | 6.16e-06 | 1.01328 |
| VORTEX | 0.000407361 | 9.745e-06 | 1.01376 |
| CORTEXA53 | 0.000407972 | 1.0495e-05 | 1.01529 |
| EMAG8180 | 0.000408241 | 1.3515e-05 | 1.01595 |
| CORTEXA72 | 0.000408296 | 1.0425e-05 | 1.01609 |
| TSV110 | 0.000408484 | 8.7e-06 | 1.01656 |
| CORTEXA76 | 0.00040865 | 8.925e-06 | 1.01697 |
| NEOVERSEN1 | 0.000408741 | 1.3175e-05 | 1.0172 |
| A64FX | 0.000409959 | 1.5185e-05 | 1.02023 |
| NEOVERSEN2 | 0.000410511 | 1.281e-05 | 1.0216 |
| ARMV8 | 0.000410801 | 1.0315e-05 | 1.02232 |
| NEOVERSEV1 | 0.000410863 | 1.082e-05 | 1.02248 |
| CORTEXA510 | 0.000411275 | 1.086e-05 | 1.0235 |
| FT2000 | 0.000411489 | 1.1945e-05 | 1.02404 |
| CORTEXX1 | 0.000412031 | 1.041e-05 | 1.02538 |
| CORTEXA57 | 0.000413943 | 1.119e-05 | 1.03014 |
| THUNDERX | 0.000414023 | 1.274e-05 | 1.03034 |
| CORTEXX2 | 0.000416772 | 9.085e-06 | 1.03718 |
('bench_linalg.Einsum.time_einsum_multiply', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| EMAG8180 | 3.62792e-05 | 8.95e-08 | 1 |
| ARMV8 | 3.63169e-05 | 9.1e-08 | 1.00104 |
| CORTEXA73 | 3.63922e-05 | 1.355e-07 | 1.00311 |
| THUNDERX3T110 | 3.64683e-05 | 1.51e-07 | 1.00521 |
| FT2000 | 3.65065e-05 | 1.495e-07 | 1.00626 |
| NEOVERSEV1 | 3.65104e-05 | 1.245e-07 | 1.00637 |
| CORTEXX1 | 3.65421e-05 | 5e-08 | 1.00724 |
| THUNDERX2T99 | 3.65582e-05 | 1.515e-07 | 1.00769 |
| NEOVERSEN1 | 3.65948e-05 | 1.865e-07 | 1.0087 |
| THUNDERX | 3.66012e-05 | 2.695e-07 | 1.00888 |
| CORTEXA510 | 3.66052e-05 | 1.075e-07 | 1.00898 |
| CORTEXX2 | 3.66388e-05 | 9.4e-08 | 1.00991 |
| CORTEXA72 | 3.66613e-05 | 1.535e-07 | 1.01053 |
| A64FX | 3.66663e-05 | 2.19e-07 | 1.01067 |
| NEOVERSEN2 | 3.66719e-05 | 1.315e-07 | 1.01082 |
| VORTEX | 3.67065e-05 | 1.82e-07 | 1.01178 |
| CORTEXA53 | 3.67533e-05 | 2.98e-07 | 1.01307 |
| CORTEXA57 | 3.67559e-05 | 1.31e-07 | 1.01314 |
| CORTEXA55 | 3.68601e-05 | 2.37e-07 | 1.01601 |
| TSV110 | 3.68663e-05 | 2.445e-07 | 1.01618 |
| FALKOR | 3.68908e-05 | 1.835e-07 | 1.01686 |
| CORTEXA710 | 3.6891e-05 | 8.9e-08 | 1.01686 |
| ARMV8SVE | 3.69388e-05 | 3.28e-07 | 1.01818 |
| CORTEXA76 | 3.72761e-05 | 3.02e-07 | 1.02748 |
('bench_linalg.Einsum.time_einsum_multiply', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| CORTEXA57 | 4.20669e-05 | 5.805e-07 | 1 |
| FT2000 | 4.2194e-05 | 5.025e-07 | 1.00302 |
| VORTEX | 4.22098e-05 | 1.775e-07 | 1.0034 |
| CORTEXA710 | 4.22592e-05 | 2.12e-07 | 1.00457 |
| THUNDERX2T99 | 4.23199e-05 | 3.315e-07 | 1.00601 |
| EMAG8180 | 4.24228e-05 | 3.675e-07 | 1.00846 |
| CORTEXX1 | 4.24971e-05 | 1.53e-07 | 1.01023 |
| NEOVERSEN1 | 4.25467e-05 | 1.47e-07 | 1.01141 |
| NEOVERSEV1 | 4.25893e-05 | 3.34e-07 | 1.01242 |
| CORTEXA53 | 4.26123e-05 | 1.125e-07 | 1.01296 |
| A64FX | 4.26432e-05 | 3.03e-07 | 1.0137 |
| THUNDERX | 4.26505e-05 | 4.71e-07 | 1.01387 |
| THUNDERX3T110 | 4.26988e-05 | 3.64e-07 | 1.01502 |
| TSV110 | 4.27845e-05 | 4.59e-07 | 1.01706 |
| CORTEXX2 | 4.28737e-05 | 2.425e-07 | 1.01918 |
| CORTEXA510 | 4.2941e-05 | 2.59e-07 | 1.02078 |
| ARMV8 | 4.29865e-05 | 4.205e-07 | 1.02186 |
| CORTEXA76 | 4.31265e-05 | 2.815e-07 | 1.02519 |
| FALKOR | 4.31895e-05 | 5.675e-07 | 1.02669 |
| CORTEXA73 | 4.31901e-05 | 6.275e-07 | 1.0267 |
| CORTEXA72 | 4.3319e-05 | 2.925e-07 | 1.02976 |
| NEOVERSEN2 | 4.33977e-05 | 2.275e-07 | 1.03164 |
| ARMV8SVE | 4.35352e-05 | 6.72e-07 | 1.0349 |
| CORTEXA55 | 4.3655e-05 | 6.55e-07 | 1.03775 |
('bench_linalg.Einsum.time_einsum_noncon_contig_contig', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| A64FX | 1.56185e-05 | 3.35e-08 | 1 |
| VORTEX | 1.56377e-05 | 3.5e-08 | 1.00123 |
| FT2000 | 1.56397e-05 | 3.8e-08 | 1.00136 |
| CORTEXA510 | 1.56459e-05 | 5.05e-08 | 1.00176 |
| NEOVERSEN2 | 1.56523e-05 | 4.25e-08 | 1.00217 |
| ARMV8 | 1.56558e-05 | 2.8e-08 | 1.00239 |
| NEOVERSEV1 | 1.56596e-05 | 4.75e-08 | 1.00264 |
| CORTEXA76 | 1.56603e-05 | 3.45e-08 | 1.00268 |
| CORTEXX1 | 1.56624e-05 | 3.75e-08 | 1.00282 |
| THUNDERX | 1.56694e-05 | 3.7e-08 | 1.00326 |
| CORTEXX2 | 1.57062e-05 | 2.75e-08 | 1.00562 |
| CORTEXA55 | 1.57233e-05 | 2e-08 | 1.00671 |
| FALKOR | 1.5768e-05 | 4.2e-08 | 1.00957 |
| CORTEXA72 | 1.59459e-05 | 3.6e-08 | 1.02096 |
| CORTEXA710 | 1.59711e-05 | 3.95e-08 | 1.02258 |
| CORTEXA53 | 1.59719e-05 | 5.8e-08 | 1.02263 |
| NEOVERSEN1 | 1.59959e-05 | 5.1e-08 | 1.02417 |
| EMAG8180 | 1.59969e-05 | 4.55e-08 | 1.02423 |
| THUNDERX3T110 | 1.59985e-05 | 2.35e-08 | 1.02433 |
| THUNDERX2T99 | 1.60103e-05 | 2.25e-08 | 1.02509 |
| CORTEXA73 | 1.60242e-05 | 3.9e-08 | 1.02598 |
| ARMV8SVE | 1.60437e-05 | 4.45e-08 | 1.02723 |
| TSV110 | 1.6104e-05 | 5.95e-08 | 1.03109 |
| CORTEXA57 | 1.6221e-05 | 1.7e-08 | 1.03858 |
('bench_linalg.Einsum.time_einsum_noncon_contig_contig', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| NEOVERSEV1 | 1.60169e-05 | 5.6e-08 | 1 |
| A64FX | 1.60541e-05 | 4.45e-08 | 1.00233 |
| NEOVERSEN2 | 1.60604e-05 | 4.3e-08 | 1.00272 |
| VORTEX | 1.60655e-05 | 6.1e-08 | 1.00303 |
| CORTEXX1 | 1.60967e-05 | 4.05e-08 | 1.00498 |
| CORTEXA76 | 1.6097e-05 | 4.95e-08 | 1.005 |
| FT2000 | 1.60987e-05 | 4.45e-08 | 1.00511 |
| THUNDERX | 1.61112e-05 | 3.25e-08 | 1.00589 |
| CORTEXA510 | 1.61248e-05 | 5.5e-08 | 1.00674 |
| ARMV8 | 1.61349e-05 | 5.15e-08 | 1.00737 |
| CORTEXX2 | 1.61374e-05 | 4.15e-08 | 1.00753 |
| FALKOR | 1.61886e-05 | 4.15e-08 | 1.01072 |
| CORTEXA55 | 1.62256e-05 | 5.45e-08 | 1.01303 |
| THUNDERX3T110 | 1.64263e-05 | 6e-08 | 1.02556 |
| THUNDERX2T99 | 1.64353e-05 | 3.3e-08 | 1.02612 |
| CORTEXA710 | 1.64363e-05 | 2.6e-08 | 1.02619 |
| TSV110 | 1.64497e-05 | 3e-08 | 1.02703 |
| CORTEXA53 | 1.64595e-05 | 5.5e-08 | 1.02763 |
| CORTEXA73 | 1.64653e-05 | 5e-08 | 1.028 |
| NEOVERSEN1 | 1.64721e-05 | 4.9e-08 | 1.02842 |
| CORTEXA72 | 1.64815e-05 | 4.75e-08 | 1.02901 |
| EMAG8180 | 1.65115e-05 | 6.4e-08 | 1.03088 |
| ARMV8SVE | 1.65212e-05 | 2e-08 | 1.03149 |
| CORTEXA57 | 1.66513e-05 | 4.6e-08 | 1.03961 |
('bench_linalg.Einsum.time_einsum_noncon_contig_outstride0', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| NEOVERSEN1 | 1.25914e-05 | 1.55e-08 | 1 |
| VORTEX | 1.25937e-05 | 1.75e-08 | 1.00018 |
| THUNDERX2T99 | 1.26044e-05 | 2.3e-08 | 1.00104 |
| NEOVERSEN2 | 1.2607e-05 | 2.3e-08 | 1.00124 |
| CORTEXA57 | 1.26074e-05 | 2.7e-08 | 1.00128 |
| A64FX | 1.26092e-05 | 3.05e-08 | 1.00142 |
| TSV110 | 1.261e-05 | 1.9e-08 | 1.00148 |
| EMAG8180 | 1.26219e-05 | 1.7e-08 | 1.00243 |
| FALKOR | 1.2623e-05 | 2.3e-08 | 1.00251 |
| THUNDERX3T110 | 1.26257e-05 | 3.6e-08 | 1.00273 |
| CORTEXA76 | 1.26265e-05 | 1.9e-08 | 1.00279 |
| CORTEXA72 | 1.26283e-05 | 2.6e-08 | 1.00293 |
| CORTEXA510 | 1.26285e-05 | 2.25e-08 | 1.00295 |
| THUNDERX | 1.26337e-05 | 2.05e-08 | 1.00336 |
| ARMV8 | 1.26392e-05 | 2.35e-08 | 1.0038 |
| ARMV8SVE | 1.2642e-05 | 5.25e-08 | 1.00402 |
| CORTEXA73 | 1.26449e-05 | 4e-08 | 1.00425 |
| NEOVERSEV1 | 1.26467e-05 | 2.5e-08 | 1.0044 |
| CORTEXX1 | 1.26475e-05 | 2.2e-08 | 1.00445 |
| CORTEXA53 | 1.26499e-05 | 2.05e-08 | 1.00465 |
| CORTEXA710 | 1.26502e-05 | 2.75e-08 | 1.00468 |
| FT2000 | 1.26659e-05 | 2.15e-08 | 1.00592 |
| CORTEXX2 | 1.26742e-05 | 3.1e-08 | 1.00658 |
| CORTEXA55 | 1.268e-05 | 2e-08 | 1.00704 |
('bench_linalg.Einsum.time_einsum_noncon_contig_outstride0', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| CORTEXA710 | 1.27974e-05 | 2.45e-08 | 1 |
| THUNDERX2T99 | 1.27996e-05 | 3.05e-08 | 1.00017 |
| VORTEX | 1.28017e-05 | 3.1e-08 | 1.00033 |
| CORTEXA510 | 1.28023e-05 | 2.15e-08 | 1.00038 |
| CORTEXA57 | 1.28024e-05 | 4.5e-08 | 1.00039 |
| NEOVERSEV1 | 1.28054e-05 | 3e-08 | 1.00062 |
| CORTEXA72 | 1.281e-05 | 3.1e-08 | 1.00098 |
| THUNDERX3T110 | 1.28193e-05 | 2.65e-08 | 1.00171 |
| NEOVERSEN1 | 1.28196e-05 | 2.4e-08 | 1.00173 |
| EMAG8180 | 1.28241e-05 | 2.35e-08 | 1.00209 |
| CORTEXA73 | 1.28377e-05 | 1.1e-08 | 1.00315 |
| A64FX | 1.28403e-05 | 1.05e-08 | 1.00335 |
| NEOVERSEN2 | 1.28407e-05 | 3.1e-08 | 1.00338 |
| CORTEXX2 | 1.28424e-05 | 3e-08 | 1.00351 |
| CORTEXA53 | 1.28427e-05 | 3.7e-08 | 1.00354 |
| ARMV8 | 1.28431e-05 | 2.45e-08 | 1.00357 |
| CORTEXA76 | 1.28444e-05 | 3.75e-08 | 1.00367 |
| TSV110 | 1.28444e-05 | 3.4e-08 | 1.00367 |
| FT2000 | 1.28463e-05 | 4.65e-08 | 1.00382 |
| CORTEXX1 | 1.28549e-05 | 5.6e-08 | 1.00449 |
| THUNDERX | 1.28621e-05 | 4.5e-08 | 1.00506 |
| ARMV8SVE | 1.28649e-05 | 6.1e-08 | 1.00527 |
| CORTEXA55 | 1.28757e-05 | 3.25e-08 | 1.00612 |
| FALKOR | 1.28903e-05 | 3.05e-08 | 1.00725 |
('bench_linalg.Einsum.time_einsum_noncon_mul', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| NEOVERSEN1 | 1.771e-05 | 5.3e-08 | 1 |
| NEOVERSEV1 | 1.77278e-05 | 5.35e-08 | 1.001 |
| THUNDERX2T99 | 1.77307e-05 | 8.1e-08 | 1.00117 |
| CORTEXA72 | 1.77314e-05 | 4.3e-08 | 1.00121 |
| EMAG8180 | 1.77397e-05 | 6.45e-08 | 1.00168 |
| ARMV8SVE | 1.77449e-05 | 4.95e-08 | 1.00197 |
| A64FX | 1.77495e-05 | 5.15e-08 | 1.00223 |
| CORTEXA57 | 1.77535e-05 | 7.15e-08 | 1.00246 |
| ARMV8 | 1.7759e-05 | 9.45e-08 | 1.00277 |
| THUNDERX3T110 | 1.77603e-05 | 5.3e-08 | 1.00284 |
| CORTEXA710 | 1.77717e-05 | 4.65e-08 | 1.00348 |
| CORTEXA510 | 1.77728e-05 | 5.15e-08 | 1.00355 |
| NEOVERSEN2 | 1.77772e-05 | 5.65e-08 | 1.00379 |
| CORTEXA73 | 1.7785e-05 | 8.5e-08 | 1.00423 |
| TSV110 | 1.77876e-05 | 2.5e-08 | 1.00438 |
| FALKOR | 1.77944e-05 | 5.2e-08 | 1.00477 |
| CORTEXA76 | 1.77954e-05 | 7.9e-08 | 1.00482 |
| VORTEX | 1.77962e-05 | 2.65e-08 | 1.00487 |
| CORTEXA53 | 1.77971e-05 | 3.9e-08 | 1.00491 |
| CORTEXX2 | 1.78047e-05 | 8.8e-08 | 1.00535 |
| CORTEXX1 | 1.78123e-05 | 5.05e-08 | 1.00577 |
| CORTEXA55 | 1.7831e-05 | 5.9e-08 | 1.00683 |
| FT2000 | 1.78444e-05 | 3e-08 | 1.00759 |
| THUNDERX | 1.78522e-05 | 4.55e-08 | 1.00803 |
('bench_linalg.Einsum.time_einsum_noncon_mul', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| THUNDERX2T99 | 1.65778e-05 | 9.4e-08 | 1 |
| THUNDERX3T110 | 1.65832e-05 | 3.35e-08 | 1.00032 |
| CORTEXA57 | 1.65837e-05 | 7.3e-08 | 1.00035 |
| CORTEXX2 | 1.65965e-05 | 2.35e-08 | 1.00113 |
| CORTEXA510 | 1.66077e-05 | 5.3e-08 | 1.0018 |
| FALKOR | 1.6609e-05 | 6.7e-08 | 1.00188 |
| A64FX | 1.66103e-05 | 3.3e-08 | 1.00196 |
| ARMV8SVE | 1.66128e-05 | 4.45e-08 | 1.00211 |
| VORTEX | 1.66135e-05 | 4.25e-08 | 1.00215 |
| CORTEXX1 | 1.66245e-05 | 3.25e-08 | 1.00281 |
| CORTEXA76 | 1.663e-05 | 6.3e-08 | 1.00315 |
| NEOVERSEN1 | 1.6641e-05 | 4.85e-08 | 1.00381 |
| CORTEXA53 | 1.66447e-05 | 5.4e-08 | 1.00404 |
| NEOVERSEN2 | 1.66536e-05 | 7.95e-08 | 1.00457 |
| ARMV8 | 1.6666e-05 | 2.8e-08 | 1.00532 |
| NEOVERSEV1 | 1.66681e-05 | 3.6e-08 | 1.00544 |
| TSV110 | 1.6679e-05 | 9.95e-08 | 1.0061 |
| THUNDERX | 1.66791e-05 | 4.1e-08 | 1.00611 |
| CORTEXA73 | 1.66861e-05 | 5.45e-08 | 1.00653 |
| CORTEXA72 | 1.66893e-05 | 4.75e-08 | 1.00672 |
| CORTEXA55 | 1.67002e-05 | 4.1e-08 | 1.00738 |
| CORTEXA710 | 1.67019e-05 | 4.05e-08 | 1.00748 |
| EMAG8180 | 1.67072e-05 | 8.45e-08 | 1.00781 |
| FT2000 | 1.67146e-05 | 3.45e-08 | 1.00825 |
('bench_linalg.Einsum.time_einsum_noncon_multiply', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| NEOVERSEN1 | 5.18591e-05 | 3.01e-07 | 1 |
| CORTEXA73 | 5.18739e-05 | 2.565e-07 | 1.00029 |
| THUNDERX3T110 | 5.19228e-05 | 4.81e-07 | 1.00123 |
| ARMV8 | 5.1924e-05 | 4.605e-07 | 1.00125 |
| FT2000 | 5.19532e-05 | 1.575e-07 | 1.00181 |
| EMAG8180 | 5.20306e-05 | 1.795e-07 | 1.00331 |
| VORTEX | 5.20487e-05 | 2.335e-07 | 1.00366 |
| FALKOR | 5.20568e-05 | 2.675e-07 | 1.00381 |
| CORTEXA710 | 5.20729e-05 | 3.39e-07 | 1.00412 |
| THUNDERX | 5.21217e-05 | 5.075e-07 | 1.00506 |
| CORTEXA55 | 5.2128e-05 | 2.42e-07 | 1.00519 |
| ARMV8SVE | 5.21435e-05 | 2.595e-07 | 1.00548 |
| NEOVERSEN2 | 5.22041e-05 | 3.88e-07 | 1.00665 |
| CORTEXA72 | 5.22514e-05 | 3.39e-07 | 1.00756 |
| NEOVERSEV1 | 5.22897e-05 | 3.545e-07 | 1.0083 |
| THUNDERX2T99 | 5.22938e-05 | 4.83e-07 | 1.00838 |
| CORTEXA76 | 5.23207e-05 | 2.57e-07 | 1.0089 |
| CORTEXA53 | 5.234e-05 | 4.685e-07 | 1.00927 |
| CORTEXA510 | 5.23602e-05 | 4.395e-07 | 1.00966 |
| TSV110 | 5.25284e-05 | 4.765e-07 | 1.01291 |
| A64FX | 5.26646e-05 | 4.195e-07 | 1.01553 |
| CORTEXA57 | 5.27978e-05 | 2.87e-07 | 1.0181 |
| CORTEXX2 | 5.28262e-05 | 9.2e-08 | 1.01865 |
| CORTEXX1 | 5.28717e-05 | 3.52e-07 | 1.01953 |
('bench_linalg.Einsum.time_einsum_noncon_multiply', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| NEOVERSEV1 | 6.63447e-05 | 4.82e-07 | 1 |
| VORTEX | 6.64144e-05 | 3.535e-07 | 1.00105 |
| EMAG8180 | 6.6735e-05 | 3.625e-07 | 1.00588 |
| CORTEXA76 | 6.67516e-05 | 3.73e-07 | 1.00613 |
| CORTEXA57 | 6.68229e-05 | 4.72e-07 | 1.00721 |
| THUNDERX2T99 | 6.68848e-05 | 1.78e-07 | 1.00814 |
| CORTEXA710 | 6.68891e-05 | 6.575e-07 | 1.00821 |
| CORTEXA510 | 6.692e-05 | 3.99e-07 | 1.00867 |
| CORTEXA55 | 6.69703e-05 | 5.735e-07 | 1.00943 |
| TSV110 | 6.69703e-05 | 4.245e-07 | 1.00943 |
| ARMV8SVE | 6.69873e-05 | 4.295e-07 | 1.00969 |
| THUNDERX3T110 | 6.70101e-05 | 3.305e-07 | 1.01003 |
| NEOVERSEN1 | 6.70649e-05 | 4.47e-07 | 1.01085 |
| ARMV8 | 6.71301e-05 | 4.155e-07 | 1.01184 |
| CORTEXA72 | 6.72173e-05 | 2.955e-07 | 1.01315 |
| NEOVERSEN2 | 6.73098e-05 | 5.155e-07 | 1.01455 |
| THUNDERX | 6.73449e-05 | 7.355e-07 | 1.01508 |
| FALKOR | 6.73745e-05 | 3.18e-07 | 1.01552 |
| CORTEXX2 | 6.74286e-05 | 5.47e-07 | 1.01634 |
| A64FX | 6.74651e-05 | 3.385e-07 | 1.01689 |
| CORTEXX1 | 6.76031e-05 | 5.445e-07 | 1.01897 |
| FT2000 | 6.7617e-05 | 7.07e-07 | 1.01918 |
| CORTEXA73 | 6.79064e-05 | 6.625e-07 | 1.02354 |
| CORTEXA53 | 6.8291e-05 | 9.62e-07 | 1.02934 |
('bench_linalg.Einsum.time_einsum_noncon_outer', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|-----------:|----------:|--------------:|
| CORTEXA510 | 0.00233461 | 3.465e-05 | 1 |
| THUNDERX2T99 | 0.0023656 | 5.85e-05 | 1.01327 |
| CORTEXA76 | 0.00238658 | 4.47e-05 | 1.02226 |
| THUNDERX3T110 | 0.00238696 | 3.73e-05 | 1.02242 |
| CORTEXA73 | 0.00239326 | 2.205e-05 | 1.02512 |
| VORTEX | 0.00239712 | 8.2e-05 | 1.02678 |
| CORTEXA72 | 0.00239923 | 6.015e-05 | 1.02768 |
| TSV110 | 0.00240427 | 5.365e-05 | 1.02984 |
| CORTEXX1 | 0.00240934 | 4.64e-05 | 1.03201 |
| EMAG8180 | 0.00241173 | 7.385e-05 | 1.03303 |
| CORTEXA57 | 0.00241529 | 7.065e-05 | 1.03456 |
| THUNDERX | 0.00241542 | 3.37e-05 | 1.03461 |
| ARMV8SVE | 0.00241981 | 6.3e-05 | 1.0365 |
| ARMV8 | 0.00242306 | 4.07e-05 | 1.03789 |
| FT2000 | 0.00242688 | 6.725e-05 | 1.03952 |
| FALKOR | 0.00242735 | 4.19e-05 | 1.03973 |
| CORTEXA55 | 0.00242838 | 6.72e-05 | 1.04016 |
| CORTEXA53 | 0.00242929 | 7.53e-05 | 1.04055 |
| CORTEXA710 | 0.00244491 | 3.24e-05 | 1.04725 |
| CORTEXX2 | 0.00244714 | 5.43e-05 | 1.0482 |
| NEOVERSEV1 | 0.00245185 | 6.555e-05 | 1.05022 |
| NEOVERSEN1 | 0.00245455 | 5.185e-05 | 1.05138 |
| A64FX | 0.00245534 | 7.585e-05 | 1.05171 |
| NEOVERSEN2 | 0.00246718 | 3.915e-05 | 1.05679 |
('bench_linalg.Einsum.time_einsum_noncon_outer', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|-----------:|-----------:|--------------:|
| THUNDERX2T99 | 0.00323235 | 7.74e-05 | 1 |
| THUNDERX3T110 | 0.00324497 | 8.295e-05 | 1.00391 |
| CORTEXA76 | 0.0032493 | 8.125e-05 | 1.00525 |
| CORTEXA510 | 0.00328271 | 9.065e-05 | 1.01558 |
| ARMV8 | 0.00330239 | 8.62e-05 | 1.02167 |
| THUNDERX | 0.00331202 | 8.94e-05 | 1.02465 |
| CORTEXA72 | 0.00332228 | 6.245e-05 | 1.02782 |
| CORTEXA710 | 0.00332639 | 7.68e-05 | 1.02909 |
| CORTEXA55 | 0.00333403 | 7.24e-05 | 1.03146 |
| CORTEXX1 | 0.00334671 | 0.0001023 | 1.03538 |
| FT2000 | 0.00335388 | 6.25e-05 | 1.0376 |
| A64FX | 0.0033653 | 0.0001007 | 1.04113 |
| FALKOR | 0.00337273 | 5.62e-05 | 1.04343 |
| CORTEXA73 | 0.00337313 | 0.000104 | 1.04355 |
| VORTEX | 0.00337394 | 6.005e-05 | 1.04381 |
| ARMV8SVE | 0.00337613 | 0.00010495 | 1.04448 |
| NEOVERSEV1 | 0.00337982 | 9.405e-05 | 1.04563 |
| CORTEXA57 | 0.00338089 | 8.78e-05 | 1.04595 |
| TSV110 | 0.00338259 | 7.525e-05 | 1.04648 |
| CORTEXX2 | 0.00338317 | 6.93e-05 | 1.04666 |
| EMAG8180 | 0.00338474 | 8.905e-05 | 1.04715 |
| CORTEXA53 | 0.00339281 | 0.00010575 | 1.04964 |
| NEOVERSEN1 | 0.00340969 | 7.86e-05 | 1.05487 |
| NEOVERSEN2 | 0.00341861 | 5.105e-05 | 1.05762 |
('bench_linalg.Einsum.time_einsum_noncon_sum_mul', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| A64FX | 4.82586e-05 | 2.035e-07 | 1 |
| THUNDERX2T99 | 4.84141e-05 | 3.535e-07 | 1.00322 |
| EMAG8180 | 4.84162e-05 | 3.855e-07 | 1.00327 |
| THUNDERX3T110 | 4.84264e-05 | 1.99e-07 | 1.00348 |
| CORTEXA710 | 4.84594e-05 | 2.985e-07 | 1.00416 |
| CORTEXA73 | 4.85588e-05 | 1.785e-07 | 1.00622 |
| CORTEXA510 | 4.85858e-05 | 2.795e-07 | 1.00678 |
| CORTEXX2 | 4.86417e-05 | 3.195e-07 | 1.00794 |
| CORTEXA57 | 4.8642e-05 | 2.98e-07 | 1.00795 |
| CORTEXA72 | 4.86448e-05 | 7.55e-08 | 1.008 |
| NEOVERSEN1 | 4.86662e-05 | 2.26e-07 | 1.00845 |
| FT2000 | 4.87333e-05 | 1.53e-07 | 1.00984 |
| ARMV8SVE | 4.8746e-05 | 2e-07 | 1.0101 |
| TSV110 | 4.88371e-05 | 2.155e-07 | 1.01199 |
| CORTEXA76 | 4.88427e-05 | 2.995e-07 | 1.0121 |
| ARMV8 | 4.88435e-05 | 2.29e-07 | 1.01212 |
| CORTEXA55 | 4.88828e-05 | 1.415e-07 | 1.01294 |
| FALKOR | 4.88854e-05 | 1.995e-07 | 1.01299 |
| CORTEXA53 | 4.88972e-05 | 5.37e-07 | 1.01323 |
| NEOVERSEV1 | 4.89069e-05 | 2.325e-07 | 1.01344 |
| NEOVERSEN2 | 4.8916e-05 | 4.335e-07 | 1.01362 |
| CORTEXX1 | 4.90042e-05 | 1.59e-07 | 1.01545 |
| VORTEX | 4.90642e-05 | 1.2e-07 | 1.01669 |
| THUNDERX | 4.90874e-05 | 3.41e-07 | 1.01718 |
('bench_linalg.Einsum.time_einsum_noncon_sum_mul', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| CORTEXA510 | 2.89027e-05 | 2.79e-07 | 1 |
| THUNDERX2T99 | 2.89615e-05 | 5.36e-07 | 1.00203 |
| CORTEXA57 | 2.89626e-05 | 2.78e-07 | 1.00207 |
| CORTEXA73 | 2.89896e-05 | 1.81e-07 | 1.003 |
| CORTEXA710 | 2.91204e-05 | 2.095e-07 | 1.00753 |
| CORTEXX2 | 2.91256e-05 | 1.375e-07 | 1.00771 |
| THUNDERX3T110 | 2.91257e-05 | 4.115e-07 | 1.00771 |
| THUNDERX | 2.91585e-05 | 3.17e-07 | 1.00885 |
| ARMV8 | 2.91996e-05 | 1.82e-07 | 1.01027 |
| CORTEXA76 | 2.92223e-05 | 1.43e-07 | 1.01106 |
| VORTEX | 2.92277e-05 | 1.96e-07 | 1.01124 |
| A64FX | 2.92496e-05 | 1.3e-07 | 1.012 |
| TSV110 | 2.92518e-05 | 1.925e-07 | 1.01208 |
| NEOVERSEN1 | 2.92643e-05 | 2.095e-07 | 1.01251 |
| CORTEXX1 | 2.92672e-05 | 2.275e-07 | 1.01261 |
| NEOVERSEN2 | 2.93107e-05 | 2.115e-07 | 1.01412 |
| FT2000 | 2.93398e-05 | 1.915e-07 | 1.01512 |
| EMAG8180 | 2.93762e-05 | 2.49e-07 | 1.01638 |
| CORTEXA72 | 2.9422e-05 | 3.77e-07 | 1.01797 |
| ARMV8SVE | 2.94491e-05 | 2.535e-07 | 1.0189 |
| FALKOR | 2.94718e-05 | 1.95e-07 | 1.01969 |
| CORTEXA53 | 2.95236e-05 | 1.75e-07 | 1.02148 |
| NEOVERSEV1 | 2.95748e-05 | 1.475e-07 | 1.02326 |
| CORTEXA55 | 2.98105e-05 | 4.05e-08 | 1.03141 |
('bench_linalg.Einsum.time_einsum_noncon_sum_mul2', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| THUNDERX2T99 | 4.82736e-05 | 2.075e-07 | 1 |
| VORTEX | 4.83631e-05 | 1.09e-07 | 1.00185 |
| ARMV8 | 4.83968e-05 | 2.12e-07 | 1.00255 |
| EMAG8180 | 4.85369e-05 | 1.725e-07 | 1.00545 |
| CORTEXA510 | 4.85545e-05 | 1.835e-07 | 1.00582 |
| CORTEXA710 | 4.8569e-05 | 2.97e-07 | 1.00612 |
| THUNDERX3T110 | 4.86194e-05 | 1.615e-07 | 1.00716 |
| NEOVERSEN2 | 4.86271e-05 | 3.615e-07 | 1.00732 |
| NEOVERSEV1 | 4.8638e-05 | 3.305e-07 | 1.00755 |
| NEOVERSEN1 | 4.8668e-05 | 3.775e-07 | 1.00817 |
| CORTEXA57 | 4.86766e-05 | 2.465e-07 | 1.00835 |
| FT2000 | 4.87344e-05 | 1.815e-07 | 1.00955 |
| CORTEXA76 | 4.87585e-05 | 1.275e-07 | 1.01004 |
| TSV110 | 4.87645e-05 | 2.955e-07 | 1.01017 |
| CORTEXA72 | 4.87681e-05 | 1.505e-07 | 1.01024 |
| FALKOR | 4.87998e-05 | 3.575e-07 | 1.0109 |
| CORTEXX2 | 4.88041e-05 | 1.965e-07 | 1.01099 |
| CORTEXX1 | 4.88496e-05 | 3.4e-07 | 1.01193 |
| A64FX | 4.89151e-05 | 2.28e-07 | 1.01329 |
| THUNDERX | 4.89306e-05 | 2.48e-07 | 1.01361 |
| ARMV8SVE | 4.89902e-05 | 1.065e-07 | 1.01484 |
| CORTEXA53 | 4.8997e-05 | 3.375e-07 | 1.01499 |
| CORTEXA73 | 4.90549e-05 | 2.61e-07 | 1.01619 |
| CORTEXA55 | 4.91784e-05 | 2.175e-07 | 1.01874 |
('bench_linalg.Einsum.time_einsum_noncon_sum_mul2', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| THUNDERX3T110 | 2.88104e-05 | 1e-07 | 1 |
| VORTEX | 2.88595e-05 | 2.045e-07 | 1.00171 |
| CORTEXA73 | 2.90542e-05 | 2.945e-07 | 1.00846 |
| FALKOR | 2.90835e-05 | 2.205e-07 | 1.00948 |
| CORTEXA510 | 2.91084e-05 | 8.7e-08 | 1.01035 |
| TSV110 | 2.91983e-05 | 1.66e-07 | 1.01347 |
| ARMV8 | 2.92335e-05 | 1.14e-07 | 1.01469 |
| THUNDERX2T99 | 2.92428e-05 | 3.245e-07 | 1.01501 |
| A64FX | 2.9277e-05 | 1.355e-07 | 1.0162 |
| EMAG8180 | 2.93409e-05 | 2.655e-07 | 1.01841 |
| CORTEXX2 | 2.93486e-05 | 2.255e-07 | 1.01868 |
| CORTEXA53 | 2.93673e-05 | 1.61e-07 | 1.01933 |
| FT2000 | 2.93979e-05 | 2.02e-07 | 1.02039 |
| CORTEXA55 | 2.94279e-05 | 2.825e-07 | 1.02143 |
| CORTEXA76 | 2.94611e-05 | 1.74e-07 | 1.02259 |
| ARMV8SVE | 2.94659e-05 | 1.6e-07 | 1.02275 |
| CORTEXX1 | 2.94759e-05 | 1.915e-07 | 1.0231 |
| NEOVERSEN2 | 2.95683e-05 | 2.6e-07 | 1.02631 |
| NEOVERSEN1 | 2.95893e-05 | 2.125e-07 | 1.02704 |
| CORTEXA710 | 2.9642e-05 | 4.68e-07 | 1.02887 |
| CORTEXA57 | 2.96748e-05 | 1.525e-07 | 1.03 |
| CORTEXA72 | 2.97091e-05 | 1.945e-07 | 1.0312 |
| THUNDERX | 2.9741e-05 | 2.935e-07 | 1.0323 |
| NEOVERSEV1 | 2.98189e-05 | 3.15e-07 | 1.03501 |
('bench_linalg.Einsum.time_einsum_outer', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|-----------:|-----------:|--------------:|
| CORTEXA510 | 0.00743137 | 3.975e-05 | 1 |
| THUNDERX2T99 | 0.00744305 | 0.00010165 | 1.00157 |
| EMAG8180 | 0.00745488 | 6.29e-05 | 1.00316 |
| ARMV8 | 0.00747435 | 6.955e-05 | 1.00578 |
| THUNDERX3T110 | 0.00747851 | 0.00014645 | 1.00634 |
| CORTEXA73 | 0.00749181 | 3.72e-05 | 1.00813 |
| CORTEXA76 | 0.00749397 | 9.755e-05 | 1.00842 |
| CORTEXA710 | 0.0075476 | 6.11e-05 | 1.01564 |
| TSV110 | 0.00755585 | 8.2e-05 | 1.01675 |
| CORTEXA53 | 0.00755685 | 7.99e-05 | 1.01688 |
| THUNDERX | 0.00757203 | 4.64e-05 | 1.01893 |
| CORTEXX1 | 0.00757655 | 3.5e-05 | 1.01954 |
| FT2000 | 0.00757861 | 7.285e-05 | 1.01981 |
| FALKOR | 0.00758863 | 7.185e-05 | 1.02116 |
| CORTEXA72 | 0.00760067 | 4.845e-05 | 1.02278 |
| A64FX | 0.007604 | 4.575e-05 | 1.02323 |
| NEOVERSEN1 | 0.00762035 | 5.775e-05 | 1.02543 |
| NEOVERSEN2 | 0.00762822 | 4.735e-05 | 1.02649 |
| CORTEXX2 | 0.00762822 | 4.2e-05 | 1.02649 |
| CORTEXA55 | 0.00763317 | 0.0001024 | 1.02716 |
| VORTEX | 0.00764139 | 4.955e-05 | 1.02826 |
| NEOVERSEV1 | 0.00765332 | 4.125e-05 | 1.02987 |
| ARMV8SVE | 0.00766334 | 9.455e-05 | 1.03121 |
| CORTEXA57 | 0.00766886 | 0.00010045 | 1.03196 |
('bench_linalg.Einsum.time_einsum_outer', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| THUNDERX2T99 | 0.0106094 | 0.0001355 | 1 |
| CORTEXA510 | 0.0106328 | 8.05e-05 | 1.00221 |
| ARMV8 | 0.0106804 | 0.000117 | 1.00669 |
| CORTEXA55 | 0.0107108 | 0.000141 | 1.00956 |
| THUNDERX3T110 | 0.0107459 | 0.000159 | 1.01286 |
| EMAG8180 | 0.010753 | 6.95e-05 | 1.01353 |
| CORTEXA76 | 0.0107825 | 0.0001075 | 1.01632 |
| CORTEXA73 | 0.0108116 | 9.65e-05 | 1.01906 |
| FT2000 | 0.010828 | 0.0001635 | 1.02061 |
| CORTEXA72 | 0.0108336 | 5.25e-05 | 1.02113 |
| FALKOR | 0.0108356 | 0.000183 | 1.02132 |
| VORTEX | 0.0108459 | 0.0001415 | 1.02229 |
| TSV110 | 0.0108508 | 8.4e-05 | 1.02275 |
| CORTEXX1 | 0.0108784 | 7.85e-05 | 1.02535 |
| A64FX | 0.0108967 | 9.75e-05 | 1.02707 |
| CORTEXA53 | 0.0109067 | 0.0001515 | 1.02802 |
| NEOVERSEV1 | 0.0109125 | 7.35e-05 | 1.02857 |
| CORTEXX2 | 0.0109161 | 8.65e-05 | 1.02891 |
| ARMV8SVE | 0.0109301 | 7e-05 | 1.03022 |
| CORTEXA710 | 0.0109728 | 7.35e-05 | 1.03425 |
| NEOVERSEN2 | 0.0109769 | 3.6e-05 | 1.03463 |
| CORTEXA57 | 0.010979 | 0.0001825 | 1.03483 |
| NEOVERSEN1 | 0.0110856 | 0.0001645 | 1.04488 |
| THUNDERX | 0.0110989 | 8.25e-05 | 1.04613 |
('bench_linalg.Einsum.time_einsum_sum_mul', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| EMAG8180 | 2.60188e-05 | 6e-08 | 1 |
| CORTEXA72 | 2.60325e-05 | 8.35e-08 | 1.00053 |
| CORTEXA76 | 2.60563e-05 | 2.7e-08 | 1.00144 |
| CORTEXA57 | 2.60668e-05 | 1e-07 | 1.00185 |
| THUNDERX3T110 | 2.60741e-05 | 9.5e-08 | 1.00213 |
| VORTEX | 2.61054e-05 | 4.8e-08 | 1.00333 |
| FT2000 | 2.61102e-05 | 4.9e-08 | 1.00351 |
| NEOVERSEN2 | 2.61306e-05 | 9.9e-08 | 1.0043 |
| ARMV8 | 2.61365e-05 | 1.41e-07 | 1.00452 |
| TSV110 | 2.61466e-05 | 6.3e-08 | 1.00491 |
| CORTEXA510 | 2.61693e-05 | 3.75e-08 | 1.00579 |
| CORTEXA73 | 2.61714e-05 | 1.33e-07 | 1.00587 |
| NEOVERSEV1 | 2.6175e-05 | 4.45e-08 | 1.00601 |
| ARMV8SVE | 2.61805e-05 | 7e-08 | 1.00622 |
| THUNDERX2T99 | 2.61852e-05 | 1.86e-07 | 1.0064 |
| A64FX | 2.61894e-05 | 8.95e-08 | 1.00656 |
| THUNDERX | 2.61929e-05 | 8.55e-08 | 1.00669 |
| CORTEXX1 | 2.62398e-05 | 1.365e-07 | 1.00849 |
| CORTEXX2 | 2.62579e-05 | 1.03e-07 | 1.00919 |
| CORTEXA53 | 2.62636e-05 | 1.715e-07 | 1.00941 |
| NEOVERSEN1 | 2.62706e-05 | 1.56e-07 | 1.00968 |
| CORTEXA710 | 2.62723e-05 | 2.755e-07 | 1.00975 |
| FALKOR | 2.63444e-05 | 7.85e-08 | 1.01251 |
| CORTEXA55 | 2.63841e-05 | 9.3e-08 | 1.01404 |
('bench_linalg.Einsum.time_einsum_sum_mul', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| THUNDERX2T99 | 2.17752e-05 | 6.7e-08 | 1 |
| CORTEXA57 | 2.18132e-05 | 5.75e-08 | 1.00175 |
| CORTEXA53 | 2.1827e-05 | 1.15e-07 | 1.00238 |
| FT2000 | 2.18408e-05 | 3.75e-08 | 1.00301 |
| VORTEX | 2.18467e-05 | 7.1e-08 | 1.00328 |
| CORTEXA710 | 2.18545e-05 | 8.7e-08 | 1.00364 |
| CORTEXA73 | 2.18783e-05 | 3.05e-08 | 1.00473 |
| CORTEXA55 | 2.18798e-05 | 9.25e-08 | 1.0048 |
| EMAG8180 | 2.18809e-05 | 8.65e-08 | 1.00486 |
| CORTEXA76 | 2.1889e-05 | 5.4e-08 | 1.00523 |
| THUNDERX3T110 | 2.18908e-05 | 7.9e-08 | 1.00531 |
| ARMV8 | 2.18919e-05 | 3.4e-08 | 1.00536 |
| CORTEXA72 | 2.18988e-05 | 1.23e-07 | 1.00568 |
| ARMV8SVE | 2.19017e-05 | 8.5e-08 | 1.00581 |
| TSV110 | 2.19189e-05 | 1e-07 | 1.0066 |
| NEOVERSEV1 | 2.19227e-05 | 8.4e-08 | 1.00677 |
| CORTEXA510 | 2.19324e-05 | 9.65e-08 | 1.00722 |
| NEOVERSEN2 | 2.19389e-05 | 9.4e-08 | 1.00752 |
| THUNDERX | 2.19416e-05 | 6.7e-08 | 1.00764 |
| CORTEXX1 | 2.19516e-05 | 9.35e-08 | 1.0081 |
| NEOVERSEN1 | 2.19816e-05 | 1.105e-07 | 1.00948 |
| A64FX | 2.203e-05 | 1.52e-07 | 1.0117 |
| CORTEXX2 | 2.2041e-05 | 4e-08 | 1.0122 |
| FALKOR | 2.20479e-05 | 6.9e-08 | 1.01252 |
('bench_linalg.Einsum.time_einsum_sum_mul2', "<class 'numpy.float32'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| NEOVERSEN2 | 2.60195e-05 | 1.27e-07 | 1 |
| THUNDERX2T99 | 2.60343e-05 | 5.6e-08 | 1.00057 |
| CORTEXA510 | 2.60495e-05 | 9.7e-08 | 1.00115 |
| CORTEXA57 | 2.60996e-05 | 7.4e-08 | 1.00308 |
| CORTEXA72 | 2.61137e-05 | 5.15e-08 | 1.00362 |
| THUNDERX3T110 | 2.61253e-05 | 1.01e-07 | 1.00406 |
| CORTEXA53 | 2.61314e-05 | 8e-08 | 1.0043 |
| CORTEXA73 | 2.61412e-05 | 9.65e-08 | 1.00467 |
| FT2000 | 2.61436e-05 | 5.3e-08 | 1.00477 |
| A64FX | 2.61442e-05 | 5e-08 | 1.00479 |
| NEOVERSEN1 | 2.61584e-05 | 1.315e-07 | 1.00534 |
| CORTEXX1 | 2.61611e-05 | 6.3e-08 | 1.00544 |
| EMAG8180 | 2.61823e-05 | 7.1e-08 | 1.00626 |
| ARMV8 | 2.61864e-05 | 1.945e-07 | 1.00641 |
| NEOVERSEV1 | 2.61914e-05 | 9.4e-08 | 1.0066 |
| CORTEXA55 | 2.61952e-05 | 6.95e-08 | 1.00675 |
| CORTEXA710 | 2.61997e-05 | 1.1e-07 | 1.00692 |
| CORTEXX2 | 2.62343e-05 | 1.12e-07 | 1.00825 |
| VORTEX | 2.62365e-05 | 1.25e-07 | 1.00834 |
| CORTEXA76 | 2.62398e-05 | 9.9e-08 | 1.00847 |
| TSV110 | 2.62416e-05 | 7.95e-08 | 1.00854 |
| FALKOR | 2.62895e-05 | 1.06e-07 | 1.01038 |
| ARMV8SVE | 2.63025e-05 | 1.56e-07 | 1.01088 |
| THUNDERX | 2.63395e-05 | 1.735e-07 | 1.0123 |
('bench_linalg.Einsum.time_einsum_sum_mul2', "<class 'numpy.float64'>")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| CORTEXA76 | 2.18375e-05 | 7.9e-08 | 1 |
| NEOVERSEN2 | 2.1844e-05 | 4.95e-08 | 1.00029 |
| CORTEXA73 | 2.1855e-05 | 7e-08 | 1.0008 |
| CORTEXA57 | 2.1856e-05 | 5.3e-08 | 1.00085 |
| FT2000 | 2.18767e-05 | 9.45e-08 | 1.00179 |
| EMAG8180 | 2.18836e-05 | 1.375e-07 | 1.00211 |
| CORTEXX1 | 2.18848e-05 | 7.75e-08 | 1.00216 |
| A64FX | 2.18872e-05 | 5.75e-08 | 1.00227 |
| THUNDERX2T99 | 2.18898e-05 | 3.95e-08 | 1.00239 |
| CORTEXA55 | 2.18956e-05 | 7.15e-08 | 1.00266 |
| THUNDERX3T110 | 2.19021e-05 | 1.035e-07 | 1.00296 |
| VORTEX | 2.19114e-05 | 5.8e-08 | 1.00338 |
| NEOVERSEN1 | 2.1913e-05 | 6.25e-08 | 1.00345 |
| CORTEXA72 | 2.1915e-05 | 1.01e-07 | 1.00355 |
| TSV110 | 2.19489e-05 | 4.4e-08 | 1.0051 |
| CORTEXA710 | 2.19569e-05 | 6e-08 | 1.00547 |
| CORTEXA53 | 2.19658e-05 | 7.35e-08 | 1.00587 |
| ARMV8SVE | 2.19723e-05 | 7.65e-08 | 1.00617 |
| FALKOR | 2.19791e-05 | 6.35e-08 | 1.00648 |
| ARMV8 | 2.19942e-05 | 5.35e-08 | 1.00717 |
| NEOVERSEV1 | 2.20134e-05 | 4.2e-08 | 1.00805 |
| CORTEXA510 | 2.20197e-05 | 1.39e-07 | 1.00834 |
| THUNDERX | 2.20315e-05 | 1e-07 | 1.00888 |
| CORTEXX2 | 2.20483e-05 | 7.15e-08 | 1.00965 |
('bench_linalg.LinAlgTransposeVdot.time_transpose', '(32, 32)')
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| CORTEXA710 | 7.10328e-07 | 8.85e-10 | 1 |
| NEOVERSEN2 | 7.12309e-07 | 5.6e-10 | 1.00279 |
| THUNDERX | 7.128e-07 | 1.85e-10 | 1.00348 |
| THUNDERX2T99 | 7.12836e-07 | 3.4e-10 | 1.00353 |
| CORTEXX2 | 7.12925e-07 | 7.6e-10 | 1.00366 |
| ARMV8SVE | 7.13294e-07 | 5e-10 | 1.00418 |
| CORTEXX1 | 7.13346e-07 | 5.4e-10 | 1.00425 |
| CORTEXA53 | 7.13521e-07 | 4.55e-10 | 1.00449 |
| CORTEXA57 | 7.13608e-07 | 1.3e-09 | 1.00462 |
| NEOVERSEN1 | 7.13776e-07 | 4.2e-10 | 1.00485 |
| CORTEXA76 | 7.14035e-07 | 7.55e-10 | 1.00522 |
| NEOVERSEV1 | 7.14192e-07 | 1.27e-09 | 1.00544 |
| VORTEX | 7.14233e-07 | 6.05e-10 | 1.0055 |
| CORTEXA72 | 7.15071e-07 | 7.65e-10 | 1.00668 |
| EMAG8180 | 7.15325e-07 | 9.35e-10 | 1.00703 |
| CORTEXA73 | 7.15376e-07 | 4.9e-10 | 1.00711 |
| FT2000 | 7.15749e-07 | 4.65e-10 | 1.00763 |
| ARMV8 | 7.16026e-07 | 1.76e-09 | 1.00802 |
| TSV110 | 7.16134e-07 | 1.485e-09 | 1.00817 |
| CORTEXA55 | 7.16938e-07 | 7.9e-10 | 1.00931 |
| A64FX | 7.17216e-07 | 1.05e-09 | 1.0097 |
| THUNDERX3T110 | 7.17494e-07 | 7.45e-10 | 1.01009 |
| FALKOR | 7.18811e-07 | 1.155e-09 | 1.01194 |
| CORTEXA510 | 7.21351e-07 | 7.75e-10 | 1.01552 |
('bench_linalg.LinAlgTransposeVdot.time_transpose', '(64, 64)')
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| NEOVERSEV1 | 7.14775e-07 | 8.35e-10 | 1 |
| CORTEXA710 | 7.16022e-07 | 2.455e-09 | 1.00174 |
| CORTEXA57 | 7.16219e-07 | 9.25e-10 | 1.00202 |
| THUNDERX2T99 | 7.16236e-07 | 3.85e-10 | 1.00204 |
| CORTEXX1 | 7.16505e-07 | 5.6e-10 | 1.00242 |
| NEOVERSEN1 | 7.16791e-07 | 1.5e-09 | 1.00282 |
| VORTEX | 7.17327e-07 | 5.2e-10 | 1.00357 |
| NEOVERSEN2 | 7.17408e-07 | 2.75e-10 | 1.00368 |
| THUNDERX | 7.17818e-07 | 3.8e-10 | 1.00426 |
| CORTEXA72 | 7.17876e-07 | 9.4e-10 | 1.00434 |
| ARMV8 | 7.18179e-07 | 1.885e-09 | 1.00476 |
| CORTEXA53 | 7.18271e-07 | 1.28e-09 | 1.00489 |
| TSV110 | 7.18668e-07 | 4.05e-10 | 1.00545 |
| ARMV8SVE | 7.18722e-07 | 1.345e-09 | 1.00552 |
| A64FX | 7.18862e-07 | 1.52e-09 | 1.00572 |
| CORTEXX2 | 7.18864e-07 | 4.75e-10 | 1.00572 |
| CORTEXA76 | 7.19475e-07 | 2.95e-10 | 1.00658 |
| FT2000 | 7.1999e-07 | 8.7e-10 | 1.0073 |
| CORTEXA73 | 7.21094e-07 | 1.9e-09 | 1.00884 |
| EMAG8180 | 7.2164e-07 | 6.75e-10 | 1.0096 |
| FALKOR | 7.22243e-07 | 6.25e-10 | 1.01045 |
| THUNDERX3T110 | 7.22908e-07 | 1.155e-09 | 1.01138 |
| CORTEXA55 | 7.23339e-07 | 3.3e-10 | 1.01198 |
| CORTEXA510 | 7.24143e-07 | 2.4e-10 | 1.01311 |
('bench_linalg.LinAlgTransposeVdot.time_transpose', '(128, 128)')
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| THUNDERX2T99 | 7.09812e-07 | 1.785e-09 | 1 |
| CORTEXA710 | 7.11092e-07 | 6.45e-10 | 1.0018 |
| CORTEXX1 | 7.11419e-07 | 2.265e-09 | 1.00227 |
| THUNDERX | 7.12051e-07 | 5.3e-10 | 1.00315 |
| CORTEXA57 | 7.12554e-07 | 1.375e-09 | 1.00386 |
| NEOVERSEN2 | 7.12569e-07 | 7.25e-10 | 1.00388 |
| NEOVERSEN1 | 7.12875e-07 | 2.8e-10 | 1.00432 |
| CORTEXX2 | 7.13604e-07 | 7.15e-10 | 1.00534 |
| CORTEXA72 | 7.13668e-07 | 2.75e-10 | 1.00543 |
| CORTEXA53 | 7.14283e-07 | 3.56e-09 | 1.0063 |
| NEOVERSEV1 | 7.14323e-07 | 8.5e-11 | 1.00636 |
| CORTEXA76 | 7.14868e-07 | 1.9e-10 | 1.00712 |
| A64FX | 7.15063e-07 | 4.55e-10 | 1.0074 |
| VORTEX | 7.15208e-07 | 8.85e-10 | 1.0076 |
| ARMV8SVE | 7.15454e-07 | 3.95e-10 | 1.00795 |
| TSV110 | 7.15498e-07 | 8.4e-10 | 1.00801 |
| FT2000 | 7.15545e-07 | 7.5e-10 | 1.00808 |
| EMAG8180 | 7.16479e-07 | 5.15e-10 | 1.00939 |
| ARMV8 | 7.16559e-07 | 1.375e-09 | 1.00951 |
| CORTEXA73 | 7.16868e-07 | 5.5e-10 | 1.00994 |
| CORTEXA510 | 7.17923e-07 | 9.45e-10 | 1.01143 |
| CORTEXA55 | 7.18061e-07 | 1.12e-09 | 1.01162 |
| THUNDERX3T110 | 7.19108e-07 | 3.85e-10 | 1.0131 |
| FALKOR | 7.21552e-07 | 3.65e-10 | 1.01654 |
('bench_linalg.LinAlgTransposeVdot.time_vdot', '(32, 32)')
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| CORTEXA710 | 1.55893e-06 | 1.3e-09 | 1 |
| ARMV8 | 1.5598e-06 | 1.7e-09 | 1.00056 |
| THUNDERX | 1.56012e-06 | 1.45e-09 | 1.00076 |
| CORTEXA73 | 1.56034e-06 | 2.15e-09 | 1.0009 |
| A64FX | 1.56183e-06 | 1.85e-09 | 1.00186 |
| CORTEXA510 | 1.5629e-06 | 1.7e-09 | 1.00255 |
| CORTEXA76 | 1.56299e-06 | 1.6e-09 | 1.0026 |
| ARMV8SVE | 1.56336e-06 | 2.75e-09 | 1.00284 |
| EMAG8180 | 1.56484e-06 | 2.4e-09 | 1.00379 |
| CORTEXX1 | 1.56511e-06 | 8.75e-09 | 1.00396 |
| NEOVERSEN2 | 1.56541e-06 | 1.9e-09 | 1.00416 |
| CORTEXA57 | 1.56777e-06 | 6.1e-09 | 1.00567 |
| FT2000 | 1.56837e-06 | 1.2e-09 | 1.00605 |
| FALKOR | 1.56855e-06 | 3.2e-09 | 1.00617 |
| CORTEXA72 | 1.57052e-06 | 4.15e-09 | 1.00743 |
| CORTEXA55 | 1.57275e-06 | 1.65e-09 | 1.00887 |
| NEOVERSEV1 | 1.57716e-06 | 1.5e-09 | 1.01169 |
| THUNDERX3T110 | 1.57724e-06 | 1.21e-08 | 1.01175 |
| THUNDERX2T99 | 1.58063e-06 | 3.05e-09 | 1.01392 |
| VORTEX | 1.58911e-06 | 2.3e-09 | 1.01936 |
| NEOVERSEN1 | 1.59576e-06 | 2.55e-09 | 1.02362 |
| CORTEXX2 | 1.59909e-06 | 2.9e-09 | 1.02576 |
| TSV110 | 1.60887e-06 | 3.9e-09 | 1.03203 |
| CORTEXA53 | 1.61147e-06 | 8.75e-09 | 1.0337 |
('bench_linalg.LinAlgTransposeVdot.time_vdot', '(64, 64)')
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| NEOVERSEN2 | 3.90162e-06 | 2.95e-09 | 1 |
| CORTEXA72 | 3.90249e-06 | 2.3e-09 | 1.00022 |
| CORTEXA710 | 3.90275e-06 | 2.5e-09 | 1.00029 |
| EMAG8180 | 3.90343e-06 | 2.3e-09 | 1.00046 |
| THUNDERX | 3.90439e-06 | 2.55e-09 | 1.00071 |
| CORTEXX1 | 3.9044e-06 | 2.25e-09 | 1.00071 |
| VORTEX | 3.90468e-06 | 2.4e-09 | 1.00079 |
| CORTEXA57 | 3.90503e-06 | 2.45e-09 | 1.00088 |
| THUNDERX2T99 | 3.90534e-06 | 1.75e-09 | 1.00096 |
| THUNDERX3T110 | 3.90545e-06 | 4.15e-09 | 1.00098 |
| ARMV8SVE | 3.90644e-06 | 2.9e-09 | 1.00124 |
| CORTEXA55 | 3.90712e-06 | 7e-10 | 1.00141 |
| FT2000 | 3.90769e-06 | 3.35e-09 | 1.00156 |
| CORTEXA510 | 3.90782e-06 | 2.35e-09 | 1.00159 |
| CORTEXA73 | 3.9087e-06 | 4.2e-09 | 1.00181 |
| TSV110 | 3.90919e-06 | 2.7e-09 | 1.00194 |
| A64FX | 3.90924e-06 | 2.45e-09 | 1.00195 |
| FALKOR | 3.91033e-06 | 4.9e-09 | 1.00223 |
| ARMV8 | 3.91073e-06 | 3.8e-09 | 1.00234 |
| NEOVERSEN1 | 3.91093e-06 | 2.35e-09 | 1.00239 |
| CORTEXA76 | 3.91157e-06 | 1.3e-09 | 1.00255 |
| NEOVERSEV1 | 3.91219e-06 | 1.9e-09 | 1.00271 |
| CORTEXX2 | 3.91653e-06 | 1.15e-09 | 1.00382 |
| CORTEXA53 | 3.92164e-06 | 4.45e-09 | 1.00513 |
('bench_linalg.LinAlgTransposeVdot.time_vdot', '(128, 128)')
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| THUNDERX | 1.55893e-06 | 2.45e-09 | 1 |
| A64FX | 1.56523e-06 | 1.335e-08 | 1.00404 |
| ARMV8SVE | 1.56909e-06 | 5e-09 | 1.00652 |
| THUNDERX2T99 | 1.57195e-06 | 8.05e-09 | 1.00835 |
| FALKOR | 1.57328e-06 | 8.5e-09 | 1.0092 |
| CORTEXA710 | 1.57657e-06 | 1e-09 | 1.01131 |
| THUNDERX3T110 | 1.57757e-06 | 3.05e-09 | 1.01195 |
| ARMV8 | 1.58118e-06 | 8.4e-09 | 1.01427 |
| EMAG8180 | 1.5816e-06 | 2.8e-09 | 1.01454 |
| NEOVERSEN2 | 1.58207e-06 | 3.85e-09 | 1.01484 |
| CORTEXA73 | 1.58303e-06 | 1.305e-08 | 1.01546 |
| CORTEXA76 | 1.58416e-06 | 1.145e-08 | 1.01618 |
| FT2000 | 1.58527e-06 | 3.15e-09 | 1.01689 |
| NEOVERSEV1 | 1.58643e-06 | 8.15e-09 | 1.01764 |
| CORTEXA510 | 1.58928e-06 | 3.95e-09 | 1.01947 |
| CORTEXA72 | 1.59375e-06 | 1.25e-09 | 1.02233 |
| CORTEXA57 | 1.59501e-06 | 6.65e-09 | 1.02314 |
| NEOVERSEN1 | 1.59813e-06 | 4.2e-09 | 1.02514 |
| CORTEXX2 | 1.60322e-06 | 1.95e-09 | 1.0284 |
| CORTEXX1 | 1.60968e-06 | 8.05e-09 | 1.03255 |
| CORTEXA55 | 1.6122e-06 | 2.45e-09 | 1.03417 |
| TSV110 | 1.62256e-06 | 2.7e-09 | 1.04081 |
| CORTEXA53 | 1.62738e-06 | 1.05e-09 | 1.0439 |
| VORTEX | 1.63248e-06 | 3.5e-09 | 1.04718 |
('bench_linalg.Linalg.time_det', "'complex128'")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| ARMV8SVE | 0.0748181 | 0.000438 | 1 |
| NEOVERSEV1 | 0.0753945 | 0.00021 | 1.0077 |
| THUNDERX2T99 | 0.0886866 | 0.0002415 | 1.18536 |
| THUNDERX3T110 | 0.0891621 | 0.0002345 | 1.19172 |
| CORTEXA55 | 0.0927626 | 0.0001935 | 1.23984 |
| CORTEXX1 | 0.0928674 | 0.001131 | 1.24124 |
| CORTEXA53 | 0.0931717 | 0.000193 | 1.24531 |
| CORTEXA57 | 0.0934897 | 0.0006545 | 1.24956 |
| FALKOR | 0.0935012 | 0.0002235 | 1.24971 |
| CORTEXA73 | 0.093609 | 0.0001285 | 1.25115 |
| CORTEXA710 | 0.0936838 | 0.000333 | 1.25215 |
| VORTEX | 0.0937697 | 0.000302 | 1.2533 |
| NEOVERSEN1 | 0.0937928 | 0.0002755 | 1.25361 |
| ARMV8 | 0.0939116 | 0.0001185 | 1.2552 |
| CORTEXA76 | 0.0939435 | 0.000161 | 1.25563 |
| A64FX | 0.0939848 | 0.0002655 | 1.25618 |
| CORTEXX2 | 0.0940022 | 0.0008325 | 1.25641 |
| CORTEXA510 | 0.0941822 | 0.0004915 | 1.25882 |
| CORTEXA72 | 0.0942075 | 0.000566 | 1.25915 |
| FT2000 | 0.0942088 | 0.000111 | 1.25917 |
| NEOVERSEN2 | 0.0942833 | 0.0002635 | 1.26017 |
| THUNDERX | 0.124889 | 0.00182 | 1.66923 |
| EMAG8180 | 0.148526 | 0.00075 | 1.98516 |
| TSV110 | 0.149292 | 0.000305 | 1.9954 |
('bench_linalg.Linalg.time_det', "'complex64'")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| ARMV8SVE | 0.074282 | 0.0001815 | 1 |
| NEOVERSEV1 | 0.0747163 | 0.0001335 | 1.00585 |
| THUNDERX2T99 | 0.0877001 | 0.0002705 | 1.18064 |
| THUNDERX3T110 | 0.0880331 | 0.000287 | 1.18512 |
| CORTEXA53 | 0.092162 | 0.000213 | 1.2407 |
| CORTEXA55 | 0.0924748 | 0.000686 | 1.24492 |
| FALKOR | 0.0928893 | 0.000342 | 1.25049 |
| VORTEX | 0.0929435 | 0.0002765 | 1.25122 |
| CORTEXA510 | 0.0931179 | 0.0005525 | 1.25357 |
| CORTEXX1 | 0.0931315 | 0.0006505 | 1.25376 |
| NEOVERSEN1 | 0.0931423 | 0.0007315 | 1.2539 |
| NEOVERSEN2 | 0.0932626 | 0.0007955 | 1.25552 |
| CORTEXA710 | 0.0934256 | 0.0001045 | 1.25771 |
| A64FX | 0.0934315 | 0.000137 | 1.25779 |
| CORTEXA72 | 0.0934939 | 0.0001075 | 1.25863 |
| CORTEXA73 | 0.0935086 | 0.0001105 | 1.25883 |
| FT2000 | 0.0935283 | 0.000109 | 1.2591 |
| CORTEXA57 | 0.0936167 | 0.000198 | 1.26029 |
| CORTEXX2 | 0.0936243 | 0.0002145 | 1.26039 |
| CORTEXA76 | 0.0936572 | 0.000332 | 1.26083 |
| ARMV8 | 0.0937699 | 0.000215 | 1.26235 |
| THUNDERX | 0.123932 | 0.00137 | 1.6684 |
| EMAG8180 | 0.147883 | 0.000255 | 1.99083 |
| TSV110 | 0.148228 | 0.00047 | 1.99548 |
('bench_linalg.Linalg.time_det', "'float32'")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| ARMV8SVE | 0.0195318 | 0.000268 | 1 |
| FALKOR | 0.0222745 | 0.000158 | 1.14042 |
| VORTEX | 0.0223261 | 6.85e-05 | 1.14306 |
| NEOVERSEN2 | 0.0223398 | 0.0002405 | 1.14376 |
| CORTEXA76 | 0.0224363 | 0.000155 | 1.14871 |
| CORTEXX2 | 0.0224952 | 7.55e-05 | 1.15172 |
| CORTEXX1 | 0.0225182 | 9.5e-05 | 1.1529 |
| CORTEXA73 | 0.0225303 | 6.3e-05 | 1.15352 |
| CORTEXA510 | 0.0225597 | 0.000114 | 1.15502 |
| CORTEXA72 | 0.022561 | 0.0001955 | 1.15509 |
| FT2000 | 0.022581 | 6.7e-05 | 1.15611 |
| CORTEXA57 | 0.0226189 | 0.000109 | 1.15805 |
| CORTEXA710 | 0.0226329 | 7.15e-05 | 1.15877 |
| A64FX | 0.0226483 | 0.0001555 | 1.15956 |
| ARMV8 | 0.0227651 | 7.95e-05 | 1.16554 |
| THUNDERX3T110 | 0.0232635 | 0.0002125 | 1.19106 |
| THUNDERX2T99 | 0.0233762 | 8.65e-05 | 1.19683 |
| NEOVERSEV1 | 0.023593 | 0.000103 | 1.20793 |
| CORTEXA53 | 0.0267468 | 7.1e-05 | 1.3694 |
| CORTEXA55 | 0.0267902 | 6.55e-05 | 1.37162 |
| NEOVERSEN1 | 0.0268652 | 5.6e-05 | 1.37546 |
| TSV110 | 0.0355549 | 0.000334 | 1.82036 |
| EMAG8180 | 0.0358956 | 5.05e-05 | 1.8378 |
| THUNDERX | 0.0412851 | 0.0001695 | 2.11374 |
('bench_linalg.Linalg.time_det', "'float64'")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| ARMV8SVE | 0.0195774 | 0.0001785 | 1 |
| CORTEXX2 | 0.0222028 | 5.25e-05 | 1.1341 |
| VORTEX | 0.0223228 | 0.0001435 | 1.14023 |
| CORTEXA72 | 0.0223404 | 0.0001655 | 1.14113 |
| CORTEXA510 | 0.0223509 | 9.9e-05 | 1.14167 |
| CORTEXA76 | 0.022385 | 8e-05 | 1.14341 |
| FALKOR | 0.0224172 | 5.55e-05 | 1.14505 |
| ARMV8 | 0.0224622 | 5.65e-05 | 1.14735 |
| CORTEXX1 | 0.0224636 | 7.1e-05 | 1.14743 |
| CORTEXA73 | 0.0224804 | 4.05e-05 | 1.14828 |
| A64FX | 0.022486 | 3.7e-05 | 1.14857 |
| CORTEXA710 | 0.0225233 | 6.85e-05 | 1.15047 |
| NEOVERSEN2 | 0.0225286 | 9.05e-05 | 1.15074 |
| CORTEXA57 | 0.0225827 | 0.000112 | 1.15351 |
| FT2000 | 0.0226132 | 3.1e-05 | 1.15506 |
| THUNDERX3T110 | 0.0232623 | 0.000224 | 1.18822 |
| THUNDERX2T99 | 0.0233009 | 6.1e-05 | 1.19019 |
| NEOVERSEV1 | 0.0238593 | 8.7e-05 | 1.21871 |
| CORTEXA55 | 0.0268456 | 0.0001 | 1.37125 |
| CORTEXA53 | 0.0268676 | 6.9e-05 | 1.37237 |
| NEOVERSEN1 | 0.0268678 | 6.8e-05 | 1.37239 |
| TSV110 | 0.0356107 | 0.0002155 | 1.81897 |
| EMAG8180 | 0.0356375 | 0.0002625 | 1.82034 |
| THUNDERX | 0.0409957 | 0.0002175 | 2.09403 |
('bench_linalg.Linalg.time_det', "'int16'")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| ARMV8SVE | 0.0193516 | 0.0001795 | 1 |
| FALKOR | 0.0219809 | 0.0001625 | 1.13587 |
| CORTEXA76 | 0.0222062 | 0.000131 | 1.14751 |
| FT2000 | 0.0222227 | 8.7e-05 | 1.14837 |
| VORTEX | 0.0222405 | 0.0001255 | 1.14928 |
| A64FX | 0.0222639 | 7.8e-05 | 1.15049 |
| CORTEXX1 | 0.0222714 | 0.000104 | 1.15088 |
| CORTEXA510 | 0.0222827 | 6.55e-05 | 1.15147 |
| CORTEXX2 | 0.0222966 | 0.000193 | 1.15219 |
| CORTEXA73 | 0.0222996 | 0.000106 | 1.15234 |
| NEOVERSEN2 | 0.0223082 | 0.0001245 | 1.15278 |
| CORTEXA72 | 0.0223187 | 9.65e-05 | 1.15333 |
| CORTEXA710 | 0.0223312 | 4.9e-05 | 1.15397 |
| CORTEXA57 | 0.0224233 | 7.2e-05 | 1.15873 |
| ARMV8 | 0.0224252 | 0.0001105 | 1.15883 |
| THUNDERX3T110 | 0.0232606 | 0.000241 | 1.202 |
| THUNDERX2T99 | 0.0233703 | 2.45e-05 | 1.20767 |
| NEOVERSEV1 | 0.0234804 | 0.0002975 | 1.21336 |
| CORTEXA55 | 0.0265165 | 8.7e-05 | 1.37025 |
| CORTEXA53 | 0.0265466 | 9.05e-05 | 1.3718 |
| NEOVERSEN1 | 0.0268402 | 4.55e-05 | 1.38697 |
| TSV110 | 0.0354673 | 0.000128 | 1.83279 |
| EMAG8180 | 0.0357195 | 0.0001995 | 1.84582 |
| THUNDERX | 0.0409734 | 0.0001265 | 2.11732 |
('bench_linalg.Linalg.time_det', "'int32'")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| ARMV8SVE | 0.0197412 | 4.4e-05 | 1 |
| FALKOR | 0.0221631 | 9.85e-05 | 1.12268 |
| CORTEXX1 | 0.0222387 | 0.0001125 | 1.12651 |
| NEOVERSEN2 | 0.0223814 | 6.65e-05 | 1.13374 |
| VORTEX | 0.0223855 | 7.8e-05 | 1.13395 |
| CORTEXA76 | 0.0224751 | 6.8e-05 | 1.13849 |
| CORTEXA510 | 0.0225076 | 5.6e-05 | 1.14013 |
| FT2000 | 0.0225096 | 0.00015 | 1.14023 |
| CORTEXA73 | 0.0225743 | 6.05e-05 | 1.14351 |
| CORTEXA710 | 0.0225799 | 9.35e-05 | 1.14379 |
| A64FX | 0.022616 | 0.0002405 | 1.14562 |
| CORTEXA72 | 0.0226284 | 8.6e-05 | 1.14625 |
| CORTEXA57 | 0.0226359 | 0.000158 | 1.14663 |
| CORTEXX2 | 0.0226502 | 8.4e-05 | 1.14736 |
| ARMV8 | 0.0227816 | 0.000225 | 1.15401 |
| THUNDERX3T110 | 0.0232608 | 0.000321 | 1.17828 |
| THUNDERX2T99 | 0.0235842 | 6.95e-05 | 1.19466 |
| NEOVERSEV1 | 0.0238259 | 0.0002335 | 1.20691 |
| CORTEXA53 | 0.0266665 | 6.2e-05 | 1.3508 |
| CORTEXA55 | 0.0267641 | 4.35e-05 | 1.35574 |
| NEOVERSEN1 | 0.0270117 | 0.000102 | 1.36829 |
| TSV110 | 0.035736 | 0.0001805 | 1.81022 |
| EMAG8180 | 0.0357491 | 0.0001145 | 1.81088 |
| THUNDERX | 0.0409677 | 8.45e-05 | 2.07523 |
('bench_linalg.Linalg.time_det', "'int64'")
| arch | mean | spread | perf_ratios |
|:--------------|----------:|----------:|--------------:|
| ARMV8SVE | 0.0202433 | 8e-05 | 1 |
| FALKOR | 0.0222531 | 7.4e-05 | 1.09928 |
| CORTEXA710 | 0.0224201 | 7.4e-05 | 1.10753 |
| CORTEXX1 | 0.0224831 | 7.15e-05 | 1.11064 |
| CORTEXA73 | 0.0225115 | 5.7e-05 | 1.11205 |
| CORTEXX2 | 0.0225562 | 9.5e-05 | 1.11426 |
| CORTEXA76 | 0.022585 | 9.4e-05 | 1.11568 |
| CORTEXA510 | 0.0226282 | 0.0001075 | 1.11781 |
| FT2000 | 0.022668 | 8.8e-05 | 1.11978 |
| ARMV8 | 0.0226758 | 0.000113 | 1.12016 |
| VORTEX | 0.0226836 | 0.0001285 | 1.12055 |
| CORTEXA72 | 0.0227301 | 0.0001085 | 1.12284 |
| CORTEXA57 | 0.0227781 | 7.85e-05 | 1.12522 |
| A64FX | 0.0228452 | 5.05e-05 | 1.12853 |
| NEOVERSEN2 | 0.0228858 | 0.000117 | 1.13054 |
| THUNDERX2T99 | 0.0235765 | 0.000224 | 1.16466 |
| THUNDERX3T110 | 0.0235933 | 0.000193 | 1.16549 |
| NEOVERSEV1 | 0.023881 | 0.000131 | 1.1797 |
| NEOVERSEN1 | 0.0270241 | 5.75e-05 | 1.33497 |
| CORTEXA55 | 0.0270346 | 0.0002345 | 1.33548 |
| CORTEXA53 | 0.027121 | 7.2e-05 | 1.33975 |
| EMAG8180 | 0.035998 | 6.6e-05 | 1.77827 |
| TSV110 | 0.0360616 | 0.0001005 | 1.78141 |
| THUNDERX | 0.0416034 | 0.0001645 | 2.05517 |
('bench_linalg.Linalg.time_pinv', "'complex128'")
| arch | mean | spread | perf_ratios |
|:--------------|--------:|---------:|--------------:|
| ARMV8SVE | 1.40528 | 0.01105 | 1 |
| NEOVERSEV1 | 1.40654 | 0.0131 | 1.00089 |
| THUNDERX2T99 | 1.53764 | 0.00715 | 1.09418 |
| THUNDERX3T110 | 1.53852 | 0.0141 | 1.09481 |
| CORTEXA510 | 1.57761 | 0.0061 | 1.12263 |
| NEOVERSEN1 | 1.58017 | 0.01855 | 1.12445 |
| CORTEXX1 | 1.58052 | 0.01325 | 1.1247 |
| CORTEXA76 | 1.58084 | 0.0076 | 1.12493 |
| CORTEXA73 | 1.59115 | 0.01385 | 1.13226 |
| CORTEXA55 | 1.59166 | 0.005 | 1.13263 |
| FT2000 | 1.59176 | 0.02265 | 1.1327 |
| CORTEXA53 | 1.59204 | 0.02045 | 1.13289 |
| ARMV8 | 1.59317 | 0.01035 | 1.1337 |
| CORTEXA72 | 1.59879 | 0.01085 | 1.1377 |
| A64FX | 1.60306 | 0.0135 | 1.14074 |
| NEOVERSEN2 | 1.60549 | 0.01 | 1.14246 |
| CORTEXX2 | 1.6084 | 0.01995 | 1.14454 |
| CORTEXA57 | 1.6086 | 0.02015 | 1.14468 |
| EMAG8180 | 1.60919 | 0.00925 | 1.1451 |
| FALKOR | 1.61145 | 0.01535 | 1.14671 |
| CORTEXA710 | 1.61258 | 0.00675 | 1.14752 |
| VORTEX | 1.61664 | 0.01485 | 1.1504 |
| TSV110 | 1.62977 | 0.00425 | 1.15975 |
| THUNDERX | 1.89841 | 0.017 | 1.35091 |
('bench_linalg.Linalg.time_pinv', "'complex64'")
| arch | mean | spread | perf_ratios |
|:--------------|--------:|---------:|--------------:|
| NEOVERSEV1 | 1.30374 | 0.00475 | 1 |
| ARMV8SVE | 1.30629 | 0.01475 | 1.00196 |
| THUNDERX2T99 | 1.41857 | 0.02015 | 1.08807 |
| THUNDERX3T110 | 1.42902 | 0.0221 | 1.09609 |
| CORTEXA53 | 1.44672 | 0.0152 | 1.10967 |
| CORTEXA73 | 1.44739 | 0.0178 | 1.11018 |
| CORTEXA55 | 1.44894 | 0.0107 | 1.11137 |
| FT2000 | 1.4575 | 0.01555 | 1.11794 |
| CORTEXA710 | 1.45928 | 0.0111 | 1.1193 |
| A64FX | 1.45948 | 0.0112 | 1.11945 |
| NEOVERSEN1 | 1.46035 | 0.0122 | 1.12012 |
| CORTEXX1 | 1.46355 | 0.01585 | 1.12257 |
| CORTEXA510 | 1.46378 | 0.0161 | 1.12275 |
| EMAG8180 | 1.46461 | 0.0094 | 1.12339 |
| CORTEXA76 | 1.46633 | 0.0094 | 1.12471 |
| CORTEXA57 | 1.46716 | 0.0044 | 1.12535 |
| ARMV8 | 1.47133 | 0.0035 | 1.12854 |
| NEOVERSEN2 | 1.47375 | 0.00595 | 1.1304 |
| FALKOR | 1.47433 | 0.00805 | 1.13085 |
| TSV110 | 1.47727 | 0.00865 | 1.1331 |
| VORTEX | 1.47857 | 0.01075 | 1.1341 |
| CORTEXA72 | 1.48586 | 0.0079 | 1.13969 |
| CORTEXX2 | 1.49226 | 0.0055 | 1.1446 |
| THUNDERX | 1.90233 | 0.00715 | 1.45913 |
('bench_linalg.Linalg.time_pinv', "'float32'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| NEOVERSEV1 | 0.462699 | 0.00236 | 1 |
| ARMV8SVE | 0.466153 | 0.007225 | 1.00747 |
| VORTEX | 0.485265 | 0.00432 | 1.04877 |
| CORTEXA710 | 0.488009 | 0.003695 | 1.0547 |
| CORTEXX2 | 0.488191 | 0.00901 | 1.05509 |
| CORTEXA510 | 0.488891 | 0.00503 | 1.05661 |
| THUNDERX2T99 | 0.489923 | 0.00628 | 1.05884 |
| FT2000 | 0.489935 | 0.00377 | 1.05886 |
| NEOVERSEN2 | 0.490801 | 0.007935 | 1.06074 |
| CORTEXA73 | 0.491623 | 0.005115 | 1.06251 |
| FALKOR | 0.492418 | 0.001865 | 1.06423 |
| ARMV8 | 0.493153 | 0.001655 | 1.06582 |
| CORTEXX1 | 0.493368 | 0.005955 | 1.06628 |
| A64FX | 0.496918 | 0.005355 | 1.07395 |
| NEOVERSEN1 | 0.496941 | 0.007395 | 1.074 |
| CORTEXA72 | 0.498361 | 0.008925 | 1.07707 |
| CORTEXA76 | 0.498778 | 0.00298 | 1.07797 |
| CORTEXA57 | 0.499424 | 0.00612 | 1.07937 |
| EMAG8180 | 0.499564 | 0.00958 | 1.07967 |
| TSV110 | 0.50266 | 0.003125 | 1.08636 |
| THUNDERX3T110 | 0.504052 | 0.005195 | 1.08937 |
| CORTEXA55 | 0.52117 | 0.004735 | 1.12637 |
| CORTEXA53 | 0.523712 | 0.003325 | 1.13186 |
| THUNDERX | 0.64806 | 0.003645 | 1.40061 |
('bench_linalg.Linalg.time_pinv', "'float64'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| ARMV8SVE | 0.489394 | 0.00237 | 1 |
| NEOVERSEV1 | 0.494222 | 0.00378 | 1.00987 |
| FALKOR | 0.506771 | 0.0059 | 1.03551 |
| CORTEXA76 | 0.507619 | 0.012705 | 1.03724 |
| EMAG8180 | 0.513073 | 0.00432 | 1.04838 |
| ARMV8 | 0.513224 | 0.005215 | 1.04869 |
| CORTEXA57 | 0.513651 | 0.004335 | 1.04957 |
| FT2000 | 0.51413 | 0.010775 | 1.05054 |
| CORTEXX1 | 0.514974 | 0.003045 | 1.05227 |
| TSV110 | 0.517823 | 0.004775 | 1.05809 |
| NEOVERSEN1 | 0.517831 | 0.00451 | 1.05811 |
| CORTEXA73 | 0.519562 | 0.001975 | 1.06165 |
| CORTEXA510 | 0.519984 | 0.00329 | 1.06251 |
| CORTEXA710 | 0.520084 | 0.011315 | 1.06271 |
| CORTEXA72 | 0.520399 | 0.002695 | 1.06336 |
| CORTEXX2 | 0.521632 | 0.00676 | 1.06587 |
| NEOVERSEN2 | 0.523253 | 0.002845 | 1.06919 |
| THUNDERX3T110 | 0.524511 | 0.003885 | 1.07176 |
| VORTEX | 0.525012 | 0.004305 | 1.07278 |
| A64FX | 0.530781 | 0.007205 | 1.08457 |
| THUNDERX2T99 | 0.533146 | 0.00611 | 1.0894 |
| CORTEXA53 | 0.553076 | 0.0066 | 1.13012 |
| CORTEXA55 | 0.561901 | 0.00545 | 1.14816 |
| THUNDERX | 0.707378 | 0.00586 | 1.44542 |
('bench_linalg.Linalg.time_pinv', "'int16'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| ARMV8SVE | 0.475287 | 0.002615 | 1 |
| NEOVERSEV1 | 0.482508 | 0.0031 | 1.01519 |
| FALKOR | 0.51034 | 0.00085 | 1.07375 |
| CORTEXX1 | 0.511515 | 0.004775 | 1.07622 |
| CORTEXA57 | 0.514494 | 0.003635 | 1.08249 |
| CORTEXA510 | 0.514783 | 0.00479 | 1.0831 |
| EMAG8180 | 0.515296 | 0.0063 | 1.08418 |
| CORTEXA72 | 0.516029 | 0.002735 | 1.08572 |
| CORTEXA710 | 0.51642 | 0.003745 | 1.08654 |
| ARMV8 | 0.516569 | 0.002925 | 1.08686 |
| NEOVERSEN2 | 0.516651 | 0.002315 | 1.08703 |
| CORTEXA76 | 0.51688 | 0.001945 | 1.08751 |
| CORTEXX2 | 0.517157 | 0.006115 | 1.08809 |
| NEOVERSEN1 | 0.517423 | 0.006785 | 1.08865 |
| FT2000 | 0.517444 | 0.007385 | 1.0887 |
| VORTEX | 0.518043 | 0.00555 | 1.08996 |
| A64FX | 0.521351 | 0.003535 | 1.09692 |
| TSV110 | 0.522804 | 0.007405 | 1.09998 |
| CORTEXA73 | 0.523122 | 0.00306 | 1.10064 |
| THUNDERX2T99 | 0.523564 | 0.005115 | 1.10157 |
| THUNDERX3T110 | 0.533218 | 0.00251 | 1.12189 |
| CORTEXA55 | 0.550808 | 0.00412 | 1.1589 |
| CORTEXA53 | 0.558074 | 0.003575 | 1.17418 |
| THUNDERX | 0.707121 | 0.00605 | 1.48778 |
('bench_linalg.Linalg.time_pinv', "'int32'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| ARMV8SVE | 0.486078 | 0.003775 | 1 |
| NEOVERSEV1 | 0.487487 | 0.00315 | 1.0029 |
| ARMV8 | 0.509524 | 0.00761 | 1.04823 |
| NEOVERSEN2 | 0.510377 | 0.00537 | 1.04999 |
| NEOVERSEN1 | 0.51258 | 0.006135 | 1.05452 |
| FT2000 | 0.512654 | 0.00774 | 1.05467 |
| VORTEX | 0.51394 | 0.00151 | 1.05732 |
| TSV110 | 0.515197 | 0.00546 | 1.0599 |
| CORTEXA57 | 0.516074 | 0.004595 | 1.06171 |
| CORTEXA510 | 0.516375 | 0.00379 | 1.06233 |
| CORTEXA710 | 0.516828 | 0.003525 | 1.06326 |
| CORTEXX2 | 0.516927 | 0.007525 | 1.06346 |
| CORTEXA73 | 0.517161 | 0.006075 | 1.06395 |
| CORTEXX1 | 0.518174 | 0.002485 | 1.06603 |
| CORTEXA76 | 0.519175 | 0.00547 | 1.06809 |
| FALKOR | 0.51934 | 0.007315 | 1.06843 |
| THUNDERX2T99 | 0.521426 | 0.00465 | 1.07272 |
| CORTEXA72 | 0.521445 | 0.01099 | 1.07276 |
| A64FX | 0.523772 | 0.003835 | 1.07755 |
| EMAG8180 | 0.523873 | 0.006145 | 1.07775 |
| THUNDERX3T110 | 0.530831 | 0.00453 | 1.09207 |
| CORTEXA53 | 0.554652 | 0.002905 | 1.14108 |
| CORTEXA55 | 0.558708 | 0.005445 | 1.14942 |
| THUNDERX | 0.717965 | 0.001345 | 1.47706 |
('bench_linalg.Linalg.time_pinv', "'int64'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| NEOVERSEV1 | 0.48848 | 0.002035 | 1 |
| ARMV8SVE | 0.492866 | 0.003515 | 1.00898 |
| CORTEXA72 | 0.510351 | 0.00557 | 1.04477 |
| TSV110 | 0.511769 | 0.00809 | 1.04768 |
| CORTEXA710 | 0.513053 | 0.003865 | 1.0503 |
| CORTEXA76 | 0.514089 | 0.003485 | 1.05243 |
| CORTEXX1 | 0.515352 | 0.002995 | 1.05501 |
| NEOVERSEN2 | 0.515798 | 0.006905 | 1.05592 |
| CORTEXA73 | 0.516564 | 0.003935 | 1.05749 |
| CORTEXA510 | 0.517189 | 0.005795 | 1.05877 |
| CORTEXA57 | 0.517308 | 0.003205 | 1.05901 |
| ARMV8 | 0.51739 | 0.00389 | 1.05918 |
| A64FX | 0.518273 | 0.003705 | 1.06099 |
| FT2000 | 0.518684 | 0.00575 | 1.06183 |
| EMAG8180 | 0.519385 | 0.00454 | 1.06327 |
| FALKOR | 0.519519 | 0.00609 | 1.06354 |
| CORTEXX2 | 0.521772 | 0.002715 | 1.06815 |
| VORTEX | 0.523217 | 0.001685 | 1.07111 |
| NEOVERSEN1 | 0.52346 | 0.002515 | 1.07161 |
| THUNDERX2T99 | 0.524077 | 0.003575 | 1.07287 |
| THUNDERX3T110 | 0.524697 | 0.00557 | 1.07414 |
| CORTEXA55 | 0.56488 | 0.01054 | 1.1564 |
| CORTEXA53 | 0.570297 | 0.00545 | 1.16749 |
| THUNDERX | 0.70515 | 0.006545 | 1.44356 |
('bench_linalg.Linalg.time_svd', "'complex128'")
| arch | mean | spread | perf_ratios |
|:--------------|--------:|---------:|--------------:|
| ARMV8SVE | 1.19843 | 0.00735 | 1 |
| NEOVERSEV1 | 1.22043 | 0.00895 | 1.01836 |
| THUNDERX3T110 | 1.29007 | 0.01615 | 1.07646 |
| THUNDERX2T99 | 1.29323 | 0.01225 | 1.0791 |
| FT2000 | 1.32606 | 0.01535 | 1.1065 |
| EMAG8180 | 1.33072 | 0.02415 | 1.11039 |
| CORTEXA53 | 1.33114 | 0.00745 | 1.11073 |
| VORTEX | 1.33122 | 0.0143 | 1.1108 |
| CORTEXX1 | 1.33462 | 0.01125 | 1.11364 |
| ARMV8 | 1.33565 | 0.0127 | 1.1145 |
| CORTEXX2 | 1.34011 | 0.0122 | 1.11822 |
| CORTEXA76 | 1.34275 | 0.01245 | 1.12042 |
| CORTEXA57 | 1.34688 | 0.01915 | 1.12387 |
| CORTEXA55 | 1.34718 | 0.00785 | 1.12412 |
| TSV110 | 1.3474 | 0.01325 | 1.1243 |
| CORTEXA710 | 1.34742 | 0.0087 | 1.12432 |
| NEOVERSEN1 | 1.3475 | 0.005 | 1.12438 |
| CORTEXA73 | 1.35028 | 0.00795 | 1.1267 |
| A64FX | 1.35075 | 0.0174 | 1.1271 |
| CORTEXA510 | 1.35163 | 0.0288 | 1.12783 |
| FALKOR | 1.35205 | 0.01455 | 1.12818 |
| CORTEXA72 | 1.35482 | 0.01875 | 1.1305 |
| NEOVERSEN2 | 1.36033 | 0.0082 | 1.13509 |
| THUNDERX | 1.55918 | 0.015 | 1.30101 |
('bench_linalg.Linalg.time_svd', "'complex64'")
| arch | mean | spread | perf_ratios |
|:--------------|--------:|---------:|--------------:|
| NEOVERSEV1 | 1.19195 | 0.0173 | 1 |
| ARMV8SVE | 1.20506 | 0.01045 | 1.011 |
| THUNDERX3T110 | 1.30082 | 0.012 | 1.09134 |
| THUNDERX2T99 | 1.30667 | 0.01975 | 1.09625 |
| CORTEXA55 | 1.32225 | 0.0177 | 1.10931 |
| ARMV8 | 1.33207 | 0.0119 | 1.11755 |
| CORTEXA72 | 1.33454 | 0.01235 | 1.11963 |
| CORTEXA710 | 1.33607 | 0.0067 | 1.12091 |
| A64FX | 1.33918 | 0.0157 | 1.12352 |
| CORTEXA73 | 1.34181 | 0.00725 | 1.12572 |
| FT2000 | 1.34303 | 0.0063 | 1.12675 |
| TSV110 | 1.34909 | 0.01405 | 1.13183 |
| VORTEX | 1.35003 | 0.00415 | 1.13262 |
| NEOVERSEN1 | 1.35029 | 0.00685 | 1.13283 |
| CORTEXA57 | 1.35066 | 0.0065 | 1.13315 |
| EMAG8180 | 1.35184 | 0.01255 | 1.13414 |
| FALKOR | 1.35325 | 0.013 | 1.13532 |
| NEOVERSEN2 | 1.35457 | 0.02585 | 1.13643 |
| CORTEXA510 | 1.35531 | 0.0031 | 1.13705 |
| CORTEXX2 | 1.35692 | 0.00735 | 1.1384 |
| CORTEXX1 | 1.35834 | 0.01625 | 1.13959 |
| CORTEXA76 | 1.35907 | 0.0063 | 1.1402 |
| CORTEXA53 | 1.36488 | 0.01235 | 1.14507 |
| THUNDERX | 1.56019 | 0.01325 | 1.30894 |
('bench_linalg.Linalg.time_svd', "'float32'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| NEOVERSEV1 | 0.44833 | 0.002505 | 1 |
| ARMV8SVE | 0.450585 | 0.002845 | 1.00503 |
| ARMV8 | 0.456031 | 0.006235 | 1.01718 |
| CORTEXA57 | 0.45837 | 0.004485 | 1.02239 |
| CORTEXA76 | 0.463363 | 0.00154 | 1.03353 |
| CORTEXX2 | 0.463408 | 0.003 | 1.03363 |
| VORTEX | 0.463548 | 0.009305 | 1.03394 |
| FT2000 | 0.463671 | 0.00792 | 1.03422 |
| NEOVERSEN1 | 0.464814 | 0.00483 | 1.03677 |
| CORTEXA510 | 0.464978 | 0.00377 | 1.03713 |
| CORTEXA72 | 0.46547 | 0.003375 | 1.03823 |
| CORTEXX1 | 0.465914 | 0.00249 | 1.03922 |
| FALKOR | 0.466527 | 0.005235 | 1.04059 |
| CORTEXA710 | 0.466996 | 0.00312 | 1.04163 |
| A64FX | 0.46763 | 0.00778 | 1.04305 |
| EMAG8180 | 0.467806 | 0.005265 | 1.04344 |
| TSV110 | 0.467903 | 0.00283 | 1.04366 |
| THUNDERX3T110 | 0.468435 | 0.004945 | 1.04484 |
| CORTEXA73 | 0.470174 | 0.00211 | 1.04872 |
| NEOVERSEN2 | 0.472171 | 0.00489 | 1.05318 |
| THUNDERX2T99 | 0.474218 | 0.00469 | 1.05774 |
| CORTEXA55 | 0.490095 | 0.00109 | 1.09316 |
| CORTEXA53 | 0.494327 | 0.001305 | 1.10259 |
| THUNDERX | 0.610738 | 0.00645 | 1.36225 |
('bench_linalg.Linalg.time_svd', "'float64'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| ARMV8SVE | 0.445841 | 0.003925 | 1 |
| CORTEXA510 | 0.450388 | 0.004355 | 1.0102 |
| CORTEXA76 | 0.450462 | 0.00204 | 1.01036 |
| NEOVERSEV1 | 0.451276 | 0.00581 | 1.01219 |
| CORTEXX1 | 0.456849 | 0.00416 | 1.02469 |
| A64FX | 0.457204 | 0.00224 | 1.02549 |
| ARMV8 | 0.458194 | 0.00484 | 1.02771 |
| NEOVERSEN1 | 0.458252 | 0.003895 | 1.02784 |
| CORTEXA710 | 0.458682 | 0.004845 | 1.0288 |
| CORTEXA72 | 0.458707 | 0.002505 | 1.02886 |
| VORTEX | 0.459289 | 0.004765 | 1.03016 |
| FALKOR | 0.459722 | 0.005925 | 1.03113 |
| CORTEXA57 | 0.461444 | 0.002955 | 1.035 |
| CORTEXA73 | 0.46357 | 0.00079 | 1.03977 |
| NEOVERSEN2 | 0.463598 | 0.003975 | 1.03983 |
| CORTEXX2 | 0.463842 | 0.0042 | 1.04038 |
| TSV110 | 0.465764 | 0.004465 | 1.04468 |
| THUNDERX2T99 | 0.466009 | 0.00632 | 1.04523 |
| THUNDERX3T110 | 0.466538 | 0.00191 | 1.04642 |
| FT2000 | 0.467289 | 0.00704 | 1.04811 |
| EMAG8180 | 0.472065 | 0.00399 | 1.05882 |
| CORTEXA53 | 0.487413 | 0.00601 | 1.09324 |
| CORTEXA55 | 0.495175 | 0.010865 | 1.11065 |
| THUNDERX | 0.607471 | 0.001915 | 1.36253 |
('bench_linalg.Linalg.time_svd', "'int16'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| ARMV8SVE | 0.44465 | 0.000915 | 1 |
| NEOVERSEV1 | 0.446546 | 0.00457 | 1.00426 |
| NEOVERSEN1 | 0.453195 | 0.002445 | 1.01922 |
| CORTEXA76 | 0.455088 | 0.007475 | 1.02347 |
| NEOVERSEN2 | 0.455719 | 0.00403 | 1.02489 |
| A64FX | 0.458451 | 0.004785 | 1.03104 |
| EMAG8180 | 0.459238 | 0.00912 | 1.03281 |
| CORTEXA72 | 0.459245 | 0.005115 | 1.03282 |
| FT2000 | 0.459454 | 0.009665 | 1.03329 |
| CORTEXX2 | 0.459737 | 0.002885 | 1.03393 |
| CORTEXA510 | 0.459942 | 0.00253 | 1.03439 |
| CORTEXA710 | 0.461167 | 0.005485 | 1.03715 |
| VORTEX | 0.462063 | 0.00338 | 1.03916 |
| CORTEXX1 | 0.462289 | 0.006965 | 1.03967 |
| CORTEXA57 | 0.462315 | 0.004625 | 1.03973 |
| CORTEXA73 | 0.464099 | 0.007105 | 1.04374 |
| ARMV8 | 0.4647 | 0.0047 | 1.04509 |
| THUNDERX2T99 | 0.468542 | 0.005605 | 1.05373 |
| FALKOR | 0.469979 | 0.00486 | 1.05696 |
| THUNDERX3T110 | 0.476806 | 0.00196 | 1.07232 |
| TSV110 | 0.47755 | 0.00939 | 1.07399 |
| CORTEXA53 | 0.490477 | 0.002415 | 1.10306 |
| CORTEXA55 | 0.494527 | 0.006855 | 1.11217 |
| THUNDERX | 0.596984 | 0.006105 | 1.34259 |
('bench_linalg.Linalg.time_svd', "'int32'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| NEOVERSEV1 | 0.441008 | 0.00193 | 1 |
| ARMV8SVE | 0.445479 | 0.00357 | 1.01014 |
| CORTEXA710 | 0.454568 | 0.00244 | 1.03075 |
| CORTEXA57 | 0.455549 | 0.008515 | 1.03297 |
| FALKOR | 0.455724 | 0.003585 | 1.03337 |
| CORTEXX1 | 0.455834 | 0.00475 | 1.03362 |
| ARMV8 | 0.455892 | 0.004245 | 1.03375 |
| CORTEXX2 | 0.457264 | 0.002705 | 1.03686 |
| NEOVERSEN1 | 0.457985 | 0.003535 | 1.0385 |
| A64FX | 0.45884 | 0.00662 | 1.04043 |
| CORTEXA73 | 0.459505 | 0.005215 | 1.04194 |
| NEOVERSEN2 | 0.459577 | 0.00413 | 1.04211 |
| THUNDERX2T99 | 0.460592 | 0.0048 | 1.04441 |
| FT2000 | 0.461477 | 0.007415 | 1.04641 |
| CORTEXA72 | 0.461981 | 0.005285 | 1.04756 |
| VORTEX | 0.46283 | 0.00477 | 1.04948 |
| CORTEXA510 | 0.46285 | 0.002215 | 1.04953 |
| TSV110 | 0.466779 | 0.002275 | 1.05844 |
| CORTEXA76 | 0.466942 | 0.00852 | 1.05881 |
| EMAG8180 | 0.467786 | 0.0125 | 1.06072 |
| THUNDERX3T110 | 0.472996 | 0.00391 | 1.07254 |
| CORTEXA53 | 0.48605 | 0.00216 | 1.10213 |
| CORTEXA55 | 0.487839 | 0.00316 | 1.10619 |
| THUNDERX | 0.586864 | 0.011905 | 1.33073 |
('bench_linalg.Linalg.time_svd', "'int64'")
| arch | mean | spread | perf_ratios |
|:--------------|---------:|---------:|--------------:|
| NEOVERSEV1 | 0.439396 | 0.004975 | 1 |
| ARMV8SVE | 0.447254 | 0.003065 | 1.01788 |
| CORTEXX1 | 0.455716 | 0.006115 | 1.03714 |
| NEOVERSEN1 | 0.456373 | 0.00304 | 1.03864 |
| NEOVERSEN2 | 0.457699 | 0.003935 | 1.04165 |
| CORTEXA710 | 0.45789 | 0.005885 | 1.04209 |
| FALKOR | 0.460412 | 0.00386 | 1.04783 |
| CORTEXA73 | 0.46057 | 0.00774 | 1.04819 |
| THUNDERX2T99 | 0.461726 | 0.00339 | 1.05082 |
| ARMV8 | 0.462126 | 0.003055 | 1.05173 |
| FT2000 | 0.4624 | 0.004115 | 1.05235 |
| CORTEXA57 | 0.462899 | 0.00323 | 1.05349 |
| CORTEXA72 | 0.463138 | 0.0028 | 1.05403 |
| CORTEXA510 | 0.464175 | 0.00659 | 1.05639 |
| CORTEXX2 | 0.465358 | 0.00598 | 1.05909 |
| TSV110 | 0.465917 | 0.004 | 1.06036 |
| A64FX | 0.467309 | 0.00209 | 1.06353 |
| CORTEXA76 | 0.471284 | 0.00402 | 1.07257 |
| VORTEX | 0.472057 | 0.007125 | 1.07433 |
| THUNDERX3T110 | 0.475098 | 0.00499 | 1.08125 |
| EMAG8180 | 0.476867 | 0.00308 | 1.08528 |
| CORTEXA55 | 0.486322 | 0.003145 | 1.1068 |
| CORTEXA53 | 0.495193 | 0.00499 | 1.12699 |
| THUNDERX | 0.604562 | 0.008365 | 1.37589 |
('bench_linalg.LinalgNorm.time_norm', "'int16'")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| NEOVERSEN2 | 0.000564977 | 3.725e-06 | 1 |
| NEOVERSEV1 | 0.000566272 | 6.855e-06 | 1.00229 |
| THUNDERX2T99 | 0.000567543 | 1.745e-06 | 1.00454 |
| THUNDERX3T110 | 0.000568338 | 3.47e-06 | 1.00595 |
| ARMV8SVE | 0.000576491 | 3.915e-06 | 1.02038 |
| NEOVERSEN1 | 0.000602776 | 4.03e-06 | 1.0669 |
| THUNDERX | 0.000678675 | 5.94e-06 | 1.20124 |
| FALKOR | 0.000837533 | 1.185e-06 | 1.48242 |
| CORTEXA510 | 0.000838935 | 1.425e-06 | 1.4849 |
| EMAG8180 | 0.000839268 | 2.9e-06 | 1.48549 |
| CORTEXA76 | 0.000839833 | 4.51e-06 | 1.48649 |
| CORTEXA72 | 0.000840726 | 3.46e-06 | 1.48807 |
| CORTEXX2 | 0.000840991 | 3.61e-06 | 1.48854 |
| VORTEX | 0.000843 | 4.71e-06 | 1.4921 |
| CORTEXA73 | 0.000846383 | 4.03e-06 | 1.49808 |
| ARMV8 | 0.000846988 | 3.36e-06 | 1.49916 |
| CORTEXA53 | 0.000848459 | 5.665e-06 | 1.50176 |
| CORTEXA57 | 0.000851056 | 5.045e-06 | 1.50636 |
| CORTEXA710 | 0.000854022 | 8.525e-06 | 1.51161 |
| TSV110 | 0.000858233 | 3.14e-06 | 1.51906 |
| CORTEXX1 | 0.000859482 | 4.41e-06 | 1.52127 |
| CORTEXA55 | 0.000864381 | 5.66e-06 | 1.52994 |
| FT2000 | 0.000866084 | 7.92e-06 | 1.53295 |
| A64FX | 0.000866182 | 7.05e-06 | 1.53313 |
('bench_linalg.LinalgNorm.time_norm', "'float16'")
| arch | mean | spread | perf_ratios |
|:--------------|-----------:|----------:|--------------:|
| NEOVERSEN2 | 0.00294449 | 2.895e-05 | 1 |
| FALKOR | 0.00294989 | 1.655e-05 | 1.00183 |
| THUNDERX3T110 | 0.00295754 | 5.1e-06 | 1.00443 |
| CORTEXA73 | 0.0029598 | 2.185e-05 | 1.0052 |
| ARMV8 | 0.00296091 | 1.315e-05 | 1.00557 |
| NEOVERSEV1 | 0.00296388 | 3.175e-05 | 1.00658 |
| NEOVERSEN1 | 0.00296455 | 1.92e-05 | 1.00681 |
| FT2000 | 0.00296939 | 1.435e-05 | 1.00846 |
| EMAG8180 | 0.00297044 | 1.07e-05 | 1.00881 |
| TSV110 | 0.00297418 | 3.45e-06 | 1.01008 |
| CORTEXX2 | 0.00297421 | 5.35e-06 | 1.01009 |
| CORTEXA57 | 0.00297594 | 4.85e-06 | 1.01068 |
| CORTEXA72 | 0.00297642 | 1.02e-05 | 1.01084 |
| CORTEXA55 | 0.00297719 | 3.65e-06 | 1.0111 |
| THUNDERX2T99 | 0.00297752 | 3.68e-05 | 1.01122 |
| A64FX | 0.00298101 | 1.08e-05 | 1.0124 |
| CORTEXA710 | 0.00298222 | 1.045e-05 | 1.01281 |
| ARMV8SVE | 0.00298263 | 3.4e-06 | 1.01295 |
| CORTEXA510 | 0.0029836 | 6.55e-06 | 1.01328 |
| VORTEX | 0.00298443 | 6.35e-06 | 1.01356 |
| CORTEXA76 | 0.00298484 | 4.2e-06 | 1.0137 |
| CORTEXX1 | 0.00298624 | 3.7e-06 | 1.01418 |
| THUNDERX | 0.00298643 | 9e-06 | 1.01424 |
| CORTEXA53 | 0.0029891 | 8.35e-06 | 1.01515 |
('bench_linalg.LinalgNorm.time_norm', "'int32'")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|-----------:|--------------:|
| NEOVERSEN2 | 0.000607254 | 1.8665e-05 | 1 |
| THUNDERX3T110 | 0.000612225 | 1.1315e-05 | 1.00819 |
| NEOVERSEV1 | 0.000616677 | 1.932e-05 | 1.01552 |
| THUNDERX2T99 | 0.000628397 | 2.4105e-05 | 1.03482 |
| ARMV8SVE | 0.000631824 | 2.412e-05 | 1.04046 |
| NEOVERSEN1 | 0.000640324 | 9.94e-06 | 1.05446 |
| THUNDERX | 0.000743316 | 1.7295e-05 | 1.22406 |
| FALKOR | 0.000855523 | 8.145e-06 | 1.40884 |
| ARMV8 | 0.000882184 | 2.5075e-05 | 1.45274 |
| EMAG8180 | 0.000887164 | 1.8015e-05 | 1.46095 |
| TSV110 | 0.000889968 | 7.075e-06 | 1.46556 |
| CORTEXA510 | 0.000890232 | 2.252e-05 | 1.466 |
| CORTEXA73 | 0.000900347 | 1.1565e-05 | 1.48265 |
| A64FX | 0.000905699 | 3.3375e-05 | 1.49147 |
| FT2000 | 0.000910419 | 2.8635e-05 | 1.49924 |
| CORTEXX2 | 0.000911366 | 4.7435e-05 | 1.5008 |
| CORTEXA57 | 0.000919758 | 3.7785e-05 | 1.51462 |
| CORTEXA710 | 0.000922543 | 8.194e-05 | 1.5192 |
| CORTEXA72 | 0.000929012 | 7.08e-06 | 1.52986 |
| CORTEXA76 | 0.00093749 | 2.857e-05 | 1.54382 |
| VORTEX | 0.000958559 | 1.1715e-05 | 1.57852 |
| CORTEXA55 | 0.000963433 | 1.523e-05 | 1.58654 |
| CORTEXX1 | 0.000964702 | 5.6985e-05 | 1.58863 |
| CORTEXA53 | 0.000974057 | 3.662e-05 | 1.60404 |
('bench_linalg.LinalgNorm.time_norm', "'float32'")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| NEOVERSEN2 | 0.000291172 | 3.215e-06 | 1 |
| THUNDERX3T110 | 0.000292876 | 7.45e-07 | 1.00585 |
| ARMV8SVE | 0.000297937 | 2.205e-06 | 1.02324 |
| NEOVERSEN1 | 0.000300225 | 2.495e-06 | 1.03109 |
| NEOVERSEV1 | 0.000301673 | 5.28e-06 | 1.03607 |
| THUNDERX2T99 | 0.000302978 | 6.42e-06 | 1.04055 |
| EMAG8180 | 0.00032703 | 1.265e-06 | 1.12315 |
| ARMV8 | 0.000327221 | 3.595e-06 | 1.12381 |
| CORTEXA710 | 0.000330984 | 3.97e-06 | 1.13673 |
| CORTEXX1 | 0.000333106 | 7.445e-06 | 1.14402 |
| CORTEXX2 | 0.00033419 | 2.5e-06 | 1.14774 |
| CORTEXA510 | 0.000335445 | 2.785e-06 | 1.15205 |
| CORTEXA76 | 0.000337224 | 2.695e-06 | 1.15816 |
| FALKOR | 0.000337734 | 4.095e-06 | 1.15991 |
| CORTEXA72 | 0.000337806 | 8.8e-07 | 1.16016 |
| CORTEXA55 | 0.000337994 | 1.16e-06 | 1.16081 |
| FT2000 | 0.00033831 | 1.505e-06 | 1.16189 |
| CORTEXA53 | 0.000338571 | 5.1e-07 | 1.16279 |
| A64FX | 0.000338593 | 5.175e-06 | 1.16286 |
| VORTEX | 0.000338743 | 7.5e-07 | 1.16338 |
| CORTEXA73 | 0.000338961 | 9.75e-07 | 1.16413 |
| CORTEXA57 | 0.000339131 | 8.1e-07 | 1.16471 |
| TSV110 | 0.000422628 | 5.5e-07 | 1.45147 |
| THUNDERX | 0.000554471 | 7.97e-06 | 1.90427 |
('bench_linalg.LinalgNorm.time_norm', "'int64'")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|------------:|--------------:|
| THUNDERX3T110 | 0.000678303 | 5.055e-06 | 1 |
| NEOVERSEN2 | 0.000693149 | 6.828e-05 | 1.02189 |
| THUNDERX2T99 | 0.000697868 | 5.201e-05 | 1.02884 |
| NEOVERSEV1 | 0.000762323 | 3.3895e-05 | 1.12387 |
| NEOVERSEN1 | 0.000773823 | 5.0375e-05 | 1.14082 |
| ARMV8SVE | 0.000793955 | 5.3745e-05 | 1.1705 |
| THUNDERX | 0.000919831 | 8.7645e-05 | 1.35608 |
| CORTEXX1 | 0.000969186 | 9.1525e-05 | 1.42884 |
| EMAG8180 | 0.000975111 | 1.0345e-05 | 1.43757 |
| ARMV8 | 0.00098366 | 1.1845e-05 | 1.45018 |
| CORTEXA710 | 0.00101506 | 0.000122315 | 1.49647 |
| CORTEXA73 | 0.00102418 | 5.985e-05 | 1.50991 |
| CORTEXA57 | 0.00104171 | 4.8465e-05 | 1.53576 |
| TSV110 | 0.00104471 | 6.587e-05 | 1.54018 |
| CORTEXA55 | 0.00107583 | 1.635e-05 | 1.58606 |
| A64FX | 0.00109805 | 3.02e-05 | 1.61882 |
| CORTEXA53 | 0.00111598 | 6.49e-05 | 1.64525 |
| CORTEXA510 | 0.00112079 | 4.66e-05 | 1.65234 |
| FALKOR | 0.0011228 | 4.515e-05 | 1.65531 |
| FT2000 | 0.00112701 | 1.885e-05 | 1.66152 |
| CORTEXA72 | 0.00112905 | 5.21e-05 | 1.66452 |
| CORTEXX2 | 0.00113326 | 1.925e-05 | 1.67073 |
| CORTEXA76 | 0.0011442 | 4.31e-05 | 1.68685 |
| VORTEX | 0.00114792 | 1.32e-05 | 1.69234 |
('bench_linalg.LinalgNorm.time_norm', "'float64'")
| arch | mean | spread | perf_ratios |
|:--------------|------------:|-----------:|--------------:|
| NEOVERSEN2 | 0.000508282 | 7.53e-06 | 1 |
| THUNDERX3T110 | 0.000524854 | 4.94e-06 | 1.0326 |
| NEOVERSEN1 | 0.000526504 | 9.385e-06 | 1.03585 |
| THUNDERX2T99 | 0.000560156 | 4.9195e-05 | 1.10206 |
| ARMV8SVE | 0.000568339 | 1.652e-05 | 1.11816 |
| NEOVERSEV1 | 0.000573879 | 2.083e-05 | 1.12906 |
| THUNDERX | 0.000679866 | 3.668e-05 | 1.33758 |
| ARMV8 | 0.0007809 | 5.17e-06 | 1.53635 |
| EMAG8180 | 0.000784408 | 4.4295e-05 | 1.54325 |
| CORTEXA57 | 0.000826299 | 2.6145e-05 | 1.62567 |
| CORTEXA710 | 0.000834806 | 9.5005e-05 | 1.64241 |
| FALKOR | 0.000837855 | 3.0385e-05 | 1.6484 |
| CORTEXX1 | 0.000841749 | 4.047e-05 | 1.65607 |
| CORTEXA73 | 0.000851015 | 5.0195e-05 | 1.6743 |
| CORTEXA510 | 0.00085501 | 4.4365e-05 | 1.68216 |
| CORTEXA72 | 0.000868205 | 5.727e-05 | 1.70812 |
| VORTEX | 0.000874659 | 1.778e-05 | 1.72081 |
| CORTEXA55 | 0.00087896 | 5.391e-05 | 1.72928 |
| A64FX | 0.000880689 | 4.0595e-05 | 1.73268 |
| CORTEXA53 | 0.000902869 | 2.622e-05 | 1.77631 |
| FT2000 | 0.000905988 | 1.704e-05 | 1.78245 |
| CORTEXA76 | 0.000915804 | 4.488e-05 | 1.80176 |
| CORTEXX2 | 0.000917329 | 1.3645e-05 | 1.80476 |
| TSV110 | 0.000920503 | 1.0795e-05 | 1.81101 |
('bench_linalg.LinalgNorm.time_norm', "'complex64'")
| arch | mean | spread | perf_ratios |
|:--------------|-----------:|----------:|--------------:|
| NEOVERSEN2 | 0.00127321 | 3.15e-05 | 1 |
| THUNDERX3T110 | 0.00131149 | 2.425e-05 | 1.03007 |
| THUNDERX2T99 | 0.00131554 | 9.38e-05 | 1.03325 |
| NEOVERSEN1 | 0.00134642 | 4.885e-05 | 1.0575 |
| NEOVERSEV1 | 0.00142184 | 1.855e-05 | 1.11674 |
| ARMV8SVE | 0.00144903 | 3.7e-05 | 1.13809 |
| ARMV8 | 0.00208428 | 2.095e-05 | 1.63703 |
| EMAG8180 | 0.00208693 | 3.845e-05 | 1.63912 |
| CORTEXX1 | 0.00210855 | 0.0001022 | 1.65609 |
| FALKOR | 0.00212497 | 5.165e-05 | 1.66899 |
| CORTEXA57 | 0.00213508 | 2.615e-05 | 1.67693 |
| CORTEXA710 | 0.00214015 | 8.34e-05 | 1.68091 |
| A64FX | 0.00217093 | 5.8e-05 | 1.70508 |
| THUNDERX | 0.00219667 | 1.915e-05 | 1.72531 |
| CORTEXA73 | 0.0021997 | 1.34e-05 | 1.72768 |
| CORTEXA55 | 0.0022082 | 1.545e-05 | 1.73436 |
| CORTEXA510 | 0.00221413 | 1.135e-05 | 1.73901 |
| TSV110 | 0.00221438 | 1.66e-05 | 1.73922 |
| FT2000 | 0.00221452 | 1.535e-05 | 1.73933 |
| CORTEXX2 | 0.00221644 | 1.7e-05 | 1.74083 |
| VORTEX | 0.00221957 | 8.9e-06 | 1.74329 |
| CORTEXA76 | 0.0022213 | 2.31e-05 | 1.74465 |
| CORTEXA72 | 0.00222226 | 4.295e-05 | 1.7454 |
| CORTEXA53 | 0.00222457 | 1.68e-05 | 1.74721 |
('bench_linalg.LinalgNorm.time_norm', "'complex128'")
| arch | mean | spread | perf_ratios |
|:--------------|-----------:|----------:|--------------:|
| THUNDERX3T110 | 0.00176119 | 1.97e-05 | 1 |
| THUNDERX2T99 | 0.00178184 | 8.92e-05 | 1.01172 |
| NEOVERSEN2 | 0.0017927 | 2.155e-05 | 1.01789 |
| NEOVERSEN1 | 0.00182905 | 1.7e-05 | 1.03853 |
| NEOVERSEV1 | 0.00183651 | 4.7e-06 | 1.04276 |
| ARMV8SVE | 0.00185047 | 1.215e-05 | 1.05069 |
| FALKOR | 0.00259791 | 1.52e-05 | 1.47508 |
| CORTEXA510 | 0.00261246 | 1.19e-05 | 1.48335 |
| ARMV8 | 0.00261789 | 9.85e-06 | 1.48643 |
| CORTEXA55 | 0.00262604 | 2.655e-05 | 1.49106 |
| VORTEX | 0.00262804 | 1.29e-05 | 1.49219 |
| CORTEXA73 | 0.00262831 | 3.255e-05 | 1.49234 |
| TSV110 | 0.0026341 | 2.04e-05 | 1.49563 |
| CORTEXA53 | 0.00263731 | 1.595e-05 | 1.49746 |
| CORTEXA710 | 0.00264005 | 2.3e-05 | 1.49901 |
| EMAG8180 | 0.00264066 | 2.125e-05 | 1.49936 |
| CORTEXA72 | 0.00264073 | 6.245e-05 | 1.4994 |
| CORTEXX2 | 0.0026425 | 2.075e-05 | 1.50041 |
| CORTEXA57 | 0.00264592 | 6.6e-06 | 1.50234 |
| CORTEXA76 | 0.00266839 | 2.03e-05 | 1.51511 |
| A64FX | 0.00266981 | 8.805e-05 | 1.51591 |
| CORTEXX1 | 0.00267809 | 2.46e-05 | 1.52061 |
| FT2000 | 0.00270008 | 2.505e-05 | 1.5331 |
| THUNDERX | 0.0027051 | 6.13e-05 | 1.53595 |
bench_linalg.LinalgSmallArrays.time_det_small_array
| arch | mean | spread | perf_ratios |
|:--------------|------------:|----------:|--------------:|
| CORTEXA53 | 3.55442e-06 | 6e-09 | 1 |
| THUNDERX | 3.57451e-06 | 7.05e-09 | 1.00565 |
| CORTEXA72 | 3.57618e-06 | 2.45e-09 | 1.00612 |
| CORTEXA76 | 3.58163e-06 | 3.05e-09 | 1.00765 |
| A64FX | 3.58262e-06 | 5.65e-09 | 1.00793 |
| ARMV8SVE | 3.58474e-06 | 7.9e-09 | 1.00853 |
| NEOVERSEN1 | 3.58538e-06 | 5.7e-09 | 1.00871 |
| NEOVERSEN2 | 3.58741e-06 | 7.4e-09 | 1.00928 |
| CORTEXA73 | 3.58758e-06 | 4.65e-09 | 1.00933 |
| CORTEXA510 | 3.58872e-06 | 1.315e-08 | 1.00965 |
| CORTEXA55 | 3.58943e-06 | 6.65e-09 | 1.00985 |
| FT2000 | 3.59362e-06 | 4.35e-09 | 1.01103 |
| EMAG8180 | 3.59585e-06 | 3.9e-09 | 1.01165 |
| CORTEXA57 | 3.59943e-06 | 6.15e-09 | 1.01266 |
| VORTEX | 3.60298e-06 | 1.285e-08 | 1.01366 |
| THUNDERX3T110 | 3.60394e-06 | 1.48e-08 | 1.01393 |
| NEOVERSEV1 | 3.60666e-06 | 9.7e-09 | 1.0147 |
| FALKOR | 3.60954e-06 | 1.595e-08 | 1.01551 |
| CORTEXX2 | 3.61157e-06 | 3.55e-09 | 1.01608 |
| TSV110 | 3.63272e-06 | 8.6e-09 | 1.02203 |
| ARMV8 | 3.63391e-06 | 5.1e-09 | 1.02236 |
| THUNDERX2T99 | 3.64792e-06 | 2.95e-09 | 1.0263 |
| CORTEXX1 | 3.65486e-06 | 4e-09 | 1.02826 |
| CORTEXA710 | 3.65789e-06 | 1.73e-08 | 1.02911 |
bench_linalg.LinalgSmallArrays.time_norm_small_array
| arch | mean | spread | perf_ratios |
|:--------------|------------:|---------:|--------------:|
| CORTEXA510 | 2.40608e-06 | 4.3e-09 | 1 |
| CORTEXA73 | 2.40764e-06 | 2.45e-09 | 1.00065 |
| NEOVERSEV1 | 2.41098e-06 | 2.9e-09 | 1.00204 |
| NEOVERSEN1 | 2.41601e-06 | 2.4e-09 | 1.00413 |
| CORTEXA53 | 2.41618e-06 | 5.15e-09 | 1.0042 |
| CORTEXA55 | 2.41626e-06 | 1.9e-09 | 1.00423 |
| ARMV8SVE | 2.41631e-06 | 3.95e-09 | 1.00426 |
| A64FX | 2.4174e-06 | 3.4e-09 | 1.00471 |
| CORTEXA72 | 2.41754e-06 | 3.8e-09 | 1.00477 |
| VORTEX | 2.41889e-06 | 3.5e-09 | 1.00532 |
| CORTEXA76 | 2.41969e-06 | 1.65e-09 | 1.00566 |
| THUNDERX | 2.41977e-06 | 4.15e-09 | 1.00569 |
| THUNDERX3T110 | 2.4212e-06 | 2.05e-09 | 1.00628 |
| FALKOR | 2.42425e-06 | 2.5e-09 | 1.00755 |
| NEOVERSEN2 | 2.42532e-06 | 5e-09 | 1.008 |
| CORTEXA57 | 2.42664e-06 | 8.5e-10 | 1.00855 |
| FT2000 | 2.42726e-06 | 3.65e-09 | 1.00881 |
| TSV110 | 2.465e-06 | 2e-09 | 1.02449 |
| CORTEXX2 | 2.46917e-06 | 1.6e-09 | 1.02622 |
| EMAG8180 | 2.46982e-06 | 7.35e-09 | 1.02649 |
| THUNDERX2T99 | 2.47871e-06 | 9.7e-09 | 1.03019 |
| CORTEXA710 | 2.48121e-06 | 4.15e-09 | 1.03123 |
| ARMV8 | 2.48282e-06 | 4.7e-09 | 1.0319 |
| CORTEXX1 | 2.48323e-06 | 2.95e-09 | 1.03207 |
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