Created
November 25, 2015 13:01
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moments_XX remove_mean = False sym = False const = False | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.143 0.143 0.143 | |
time moments_XX 0.072 0.143 0.143 | |
speed-up 1.985 1.003 1.002 | |
moments_XX remove_mean = False sym = False const = True | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.143 0.143 0.143 | |
time moments_XX 0.073 0.143 0.143 | |
speed-up 1.972 1.001 1.002 | |
moments_XX remove_mean = True sym = False const = False | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.221 0.221 0.221 | |
time moments_XX 0.076 0.259 0.259 | |
speed-up 2.914 0.855 0.855 | |
moments_XX remove_mean = True sym = False const = True | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.220 0.220 0.220 | |
time moments_XX 0.076 0.258 0.258 | |
speed-up 2.904 0.851 0.852 | |
moments_XXXY remove_mean = False sym = False const = False | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.309 0.309 0.309 | |
time moments_XX 0.137 0.308 0.308 | |
speed-up 2.253 1.003 1.003 | |
moments_XXXY remove_mean = False sym = False const = True | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.309 0.309 0.309 | |
time moments_XX 0.138 0.308 0.308 | |
speed-up 2.241 1.002 1.002 | |
moments_XXXY remove_mean = False sym = True const = False | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.427 0.427 0.427 | |
time moments_XX 0.143 0.426 0.428 | |
speed-up 2.976 1.001 0.998 | |
moments_XXXY remove_mean = False sym = True const = True | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.427 0.427 0.427 | |
time moments_XX 0.145 0.427 0.427 | |
speed-up 2.949 0.999 1.000 | |
moments_XXXY remove_mean = True sym = False const = False | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.462 0.462 0.462 | |
time moments_XX 0.143 0.537 0.537 | |
speed-up 3.219 0.860 0.859 | |
moments_XXXY remove_mean = True sym = False const = True | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.461 0.461 0.461 | |
time moments_XX 0.144 0.537 0.537 | |
speed-up 3.209 0.859 0.859 | |
moments_XXXY remove_mean = True sym = True const = False | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.579 0.579 0.579 | |
time moments_XX 0.150 0.655 0.656 | |
speed-up 3.866 0.885 0.884 | |
moments_XXXY remove_mean = True sym = True const = True | |
L, data points 100000 100000 100000 | |
N, dimensions 100 100 100 | |
S, nonzeros 10 90 100 | |
time trivial 0.580 0.580 0.580 | |
time moments_XX 0.151 0.656 0.656 | |
speed-up 3.829 0.884 0.884 | |
moments_XX remove_mean = False sym = False const = False | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.348 0.348 0.348 0.348 0.348 0.348 | |
time moments_XX 0.026 0.053 0.058 0.348 0.349 0.349 | |
speed-up 13.470 6.577 6.026 1.000 0.999 1.000 | |
moments_XX remove_mean = False sym = False const = True | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.349 0.349 0.349 0.349 0.349 0.349 | |
time moments_XX 0.046 0.070 0.075 0.348 0.348 0.349 | |
speed-up 7.608 5.013 4.661 1.001 1.001 1.000 | |
moments_XX remove_mean = True sym = False const = False | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.424 0.424 0.424 0.424 0.424 0.424 | |
time moments_XX 0.026 0.055 0.061 0.298 0.490 0.464 | |
speed-up 16.075 7.649 6.986 1.426 0.866 0.915 | |
moments_XX remove_mean = True sym = False const = True | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.424 0.424 0.424 0.424 0.424 0.424 | |
time moments_XX 0.030 0.059 0.063 0.298 0.491 0.464 | |
speed-up 14.029 7.240 6.778 1.426 0.865 0.914 | |
moments_XXXY remove_mean = False sym = False const = False | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.704 0.704 0.704 0.704 0.704 0.704 | |
time moments_XX 0.052 0.105 0.111 0.705 0.706 0.705 | |
speed-up 13.607 6.704 6.356 0.998 0.996 0.997 | |
moments_XXXY remove_mean = False sym = False const = True | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.704 0.704 0.704 0.704 0.704 0.704 | |
time moments_XX 0.090 0.141 0.145 0.706 0.706 0.706 | |
speed-up 7.788 5.001 4.853 0.997 0.997 0.997 | |
moments_XXXY remove_mean = False sym = True const = False | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 1.046 1.046 1.046 1.046 1.046 1.046 | |
time moments_XX 0.051 0.116 0.123 1.049 1.049 1.049 | |
speed-up 20.388 8.993 8.484 0.997 0.997 0.997 | |
moments_XXXY remove_mean = False sym = True const = True | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 1.047 1.047 1.047 1.047 1.047 1.047 | |
time moments_XX 0.123 0.185 0.192 1.051 1.049 1.050 | |
speed-up 8.514 5.661 5.465 0.996 0.997 0.997 | |
moments_XXXY remove_mean = True sym = False const = False | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.855 0.855 0.855 0.855 0.855 0.855 | |
time moments_XX 0.052 0.110 0.117 0.935 0.934 0.934 | |
speed-up 16.400 7.780 7.334 0.914 0.915 0.915 | |
moments_XXXY remove_mean = True sym = False const = True | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 0.854 0.854 0.854 0.854 0.854 0.854 | |
time moments_XX 0.059 0.116 0.122 0.934 0.934 0.935 | |
speed-up 14.420 7.375 6.987 0.914 0.914 0.913 | |
moments_XXXY remove_mean = True sym = True const = False | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 1.198 1.198 1.198 1.198 1.198 1.198 | |
time moments_XX 0.052 0.121 0.127 1.267 1.266 1.266 | |
speed-up 23.118 9.867 9.427 0.946 0.946 0.946 | |
moments_XXXY remove_mean = True sym = True const = True | |
L, data points 10000 10000 10000 10000 10000 10000 | |
N, dimensions 1000 1000 1000 1000 1000 1000 | |
S, nonzeros 10 90 100 500 900 1000 | |
time trivial 1.184 1.184 1.184 1.184 1.184 1.184 | |
time moments_XX 0.123 0.188 0.196 1.265 1.267 1.265 | |
speed-up 9.597 6.287 6.051 0.936 0.935 0.936 | |
moments_XX remove_mean = False sym = False const = False | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.143 0.143 0.143 0.143 0.143 0.143 0.143 | |
time moments_XX 0.014 0.017 0.022 0.038 0.073 0.082 0.139 | |
speed-up 9.968 8.386 6.486 3.746 1.941 1.736 1.025 | |
moments_XX remove_mean = False sym = False const = True | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.138 0.138 0.138 0.138 0.138 0.138 0.138 | |
time moments_XX 0.070 0.076 0.073 0.091 0.114 0.125 0.139 | |
speed-up 1.969 1.827 1.899 1.520 1.209 1.106 0.997 | |
moments_XX remove_mean = True sym = False const = False | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.149 0.149 0.149 0.149 0.149 0.149 0.149 | |
time moments_XX 0.014 0.020 0.017 0.043 0.073 0.087 0.153 | |
speed-up 10.471 7.612 8.566 3.468 2.037 1.716 0.977 | |
moments_XX remove_mean = True sym = False const = True | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.149 0.149 0.149 0.149 0.149 0.149 0.149 | |
time moments_XX 0.016 0.019 0.019 0.041 0.075 0.086 0.155 | |
speed-up 9.487 7.761 7.924 3.656 2.002 1.729 0.967 | |
moments_XXXY remove_mean = False sym = False const = False | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.280 0.280 0.280 0.280 0.280 0.280 0.280 | |
time moments_XX 0.024 0.029 0.030 0.075 0.143 0.166 0.286 | |
speed-up 11.795 9.674 9.292 3.746 1.965 1.692 0.979 | |
moments_XXXY remove_mean = False sym = False const = True | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.281 0.281 0.281 0.281 0.281 0.281 0.281 | |
time moments_XX 0.149 0.156 0.156 0.186 0.238 0.254 0.285 | |
speed-up 1.887 1.796 1.800 1.511 1.180 1.107 0.986 | |
moments_XXXY remove_mean = False sym = True const = False | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.493 0.493 0.493 0.493 0.493 0.493 0.493 | |
time moments_XX 0.024 0.030 0.032 0.099 0.214 0.261 0.497 | |
speed-up 20.692 16.279 15.555 5.002 2.302 1.889 0.992 | |
moments_XXXY remove_mean = False sym = True const = True | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.493 0.493 0.493 0.493 0.493 0.493 0.493 | |
time moments_XX 0.288 0.295 0.295 0.338 0.404 0.432 0.496 | |
speed-up 1.712 1.669 1.671 1.459 1.219 1.140 0.993 | |
moments_XXXY remove_mean = True sym = False const = False | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.303 0.303 0.303 0.303 0.303 0.303 0.303 | |
time moments_XX 0.025 0.029 0.030 0.078 0.148 0.171 0.314 | |
speed-up 12.290 10.382 9.966 3.911 2.053 1.769 0.966 | |
moments_XXXY remove_mean = True sym = False const = True | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.303 0.303 0.303 0.303 0.303 0.303 0.303 | |
time moments_XX 0.026 0.030 0.031 0.079 0.148 0.171 0.314 | |
speed-up 11.608 10.204 9.820 3.836 2.053 1.773 0.967 | |
moments_XXXY remove_mean = True sym = True const = False | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.517 0.517 0.517 0.517 0.517 0.517 0.517 | |
time moments_XX 0.023 0.031 0.032 0.101 0.220 0.267 0.524 | |
speed-up 22.692 16.875 16.122 5.092 2.347 1.936 0.985 | |
moments_XXXY remove_mean = True sym = True const = True | |
L, data points 1000 1000 1000 1000 1000 1000 1000 | |
N, dimensions 2000 2000 2000 2000 2000 2000 2000 | |
S, nonzeros 10 90 100 500 900 1000 2000 | |
time trivial 0.517 0.517 0.517 0.517 0.517 0.517 0.517 | |
time moments_XX 0.288 0.295 0.295 0.341 0.410 0.438 0.525 | |
speed-up 1.795 1.750 1.751 1.514 1.261 1.180 0.984 | |
moments_XX remove_mean = False sym = False const = False | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.346 0.346 0.346 0.346 0.346 0.346 0.346 0.346 | |
time moments_XX 0.003 0.005 0.005 0.014 0.031 0.037 0.118 0.345 | |
speed-up 136.877 72.894 71.430 24.331 10.984 9.325 2.936 1.001 | |
moments_XX remove_mean = False sym = False const = True | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.345 0.345 0.345 0.345 0.345 0.345 0.345 0.345 | |
time moments_XX 0.484 0.485 0.485 0.478 0.479 0.475 0.516 0.345 | |
speed-up 0.713 0.712 0.712 0.723 0.721 0.727 0.670 1.000 | |
moments_XX remove_mean = True sym = False const = False | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.352 0.352 0.352 0.352 0.352 0.352 0.352 0.352 | |
time moments_XX 0.004 0.005 0.005 0.014 0.032 0.037 0.117 0.354 | |
speed-up 91.001 72.908 71.869 24.360 11.065 9.414 2.997 0.994 | |
moments_XX remove_mean = True sym = False const = True | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.352 0.352 0.352 0.352 0.352 0.352 0.352 0.352 | |
time moments_XX 0.004 0.005 0.005 0.014 0.032 0.037 0.117 0.354 | |
speed-up 90.922 72.750 71.741 24.339 11.058 9.415 2.997 0.994 | |
moments_XXXY remove_mean = False sym = False const = False | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.691 0.691 0.691 0.691 0.691 0.691 0.691 0.691 | |
time moments_XX 0.008 0.009 0.010 0.029 0.064 0.076 0.235 0.691 | |
speed-up 91.168 73.406 72.093 24.009 10.781 9.119 2.941 1.000 | |
moments_XXXY remove_mean = False sym = False const = True | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.692 0.692 0.692 0.692 0.692 0.692 0.692 0.692 | |
time moments_XX 0.698 0.698 0.698 0.699 0.700 0.700 0.703 0.691 | |
speed-up 0.991 0.991 0.990 0.990 0.988 0.988 0.984 1.000 | |
moments_XXXY remove_mean = False sym = True const = False | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 1.684 1.684 1.684 1.684 1.684 1.684 1.684 1.684 | |
time moments_XX 0.008 0.010 0.010 0.046 0.118 0.142 0.522 1.689 | |
speed-up 221.263 168.140 162.986 36.654 14.314 11.860 3.226 0.998 | |
moments_XXXY remove_mean = False sym = True const = True | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 1.684 1.684 1.684 1.684 1.684 1.684 1.684 1.684 | |
time moments_XX 1.695 1.695 1.694 1.696 1.696 1.697 1.700 1.688 | |
speed-up 0.994 0.994 0.994 0.993 0.993 0.993 0.991 0.998 | |
moments_XXXY remove_mean = True sym = False const = False | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.705 0.705 0.705 0.705 0.705 0.705 0.705 0.705 | |
time moments_XX 0.008 0.010 0.010 0.029 0.065 0.076 0.238 0.708 | |
speed-up 91.836 73.765 72.502 24.186 10.874 9.213 2.958 0.995 | |
moments_XXXY remove_mean = True sym = False const = True | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 0.706 0.706 0.706 0.706 0.706 0.706 0.706 0.706 | |
time moments_XX 0.008 0.010 0.010 0.029 0.065 0.076 0.241 0.709 | |
speed-up 92.406 74.001 72.800 24.249 10.861 9.249 2.926 0.997 | |
moments_XXXY remove_mean = True sym = True const = False | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 1.699 1.699 1.699 1.699 1.699 1.699 1.699 1.699 | |
time moments_XX 0.008 0.010 0.011 0.046 0.119 0.143 0.525 1.707 | |
speed-up 219.210 166.422 161.085 36.556 14.333 11.879 3.236 0.995 | |
moments_XXXY remove_mean = True sym = True const = True | |
L, data points 250 250 250 250 250 250 250 250 | |
N, dimensions 5000 5000 5000 5000 5000 5000 5000 5000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 | |
time trivial 1.695 1.695 1.695 1.695 1.695 1.695 1.695 1.695 | |
time moments_XX 1.709 1.708 1.708 1.709 1.709 1.710 1.713 1.701 | |
speed-up 0.992 0.992 0.993 0.992 0.992 0.991 0.990 0.997 | |
moments_XX remove_mean = False sym = False const = False | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 0.964 0.964 0.964 0.964 0.964 0.964 0.964 0.964 0.964 0.964 0.964 | |
time moments_XX 0.003 0.004 0.004 0.011 0.026 0.030 0.096 0.575 1.264 0.963 0.963 | |
speed-up 303.576 243.808 244.179 84.123 37.738 31.983 10.029 1.676 0.763 1.001 1.001 | |
moments_XX remove_mean = False sym = False const = True | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 0.963 0.963 0.963 0.963 0.963 0.963 0.963 0.963 0.963 0.963 0.963 | |
time moments_XX 1.626 1.630 1.629 1.617 1.657 1.668 1.923 2.002 2.090 0.962 0.962 | |
speed-up 0.592 0.591 0.591 0.595 0.581 0.577 0.501 0.481 0.461 1.001 1.001 | |
moments_XX remove_mean = True sym = False const = False | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 0.968 0.968 0.968 0.968 0.968 0.968 0.968 0.968 0.968 0.968 0.968 | |
time moments_XX 0.003 0.004 0.004 0.012 0.026 0.030 0.096 0.573 1.269 0.972 0.971 | |
speed-up 293.887 239.708 239.484 83.720 37.525 31.980 10.119 1.688 0.762 0.995 0.997 | |
moments_XX remove_mean = True sym = False const = True | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 0.967 0.967 0.967 0.967 0.967 0.967 0.967 0.967 0.967 0.967 0.967 | |
time moments_XX 0.003 0.004 0.004 0.012 0.026 0.030 0.096 0.573 1.269 0.972 0.970 | |
speed-up 293.842 239.036 236.997 83.426 37.383 31.852 10.116 1.688 0.762 0.995 0.997 | |
moments_XXXY remove_mean = False sym = False const = False | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 1.922 1.922 1.922 1.922 1.922 1.922 1.922 1.922 1.922 1.922 1.922 | |
time moments_XX 0.007 0.008 0.008 0.023 0.052 0.061 0.193 1.146 2.526 1.920 1.920 | |
speed-up 295.452 244.734 240.285 83.868 37.071 31.370 9.982 1.677 0.761 1.001 1.001 | |
moments_XXXY remove_mean = False sym = False const = True | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 1.924 1.924 1.924 1.924 1.924 1.924 1.924 1.924 1.924 1.924 1.924 | |
time moments_XX 1.927 1.925 1.925 1.927 1.927 1.926 1.929 1.933 1.935 1.923 1.923 | |
speed-up 0.999 0.999 1.000 0.999 0.999 0.999 0.998 0.996 0.994 1.001 1.000 | |
moments_XXXY remove_mean = False sym = True const = False | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 5.379 5.379 5.379 5.379 5.379 5.379 5.379 5.379 5.379 5.379 5.379 | |
time moments_XX 0.007 0.008 0.009 0.039 0.105 0.126 0.467 2.870 6.355 5.396 5.396 | |
speed-up 819.528 642.386 625.998 136.891 51.464 42.529 11.507 1.874 0.846 0.997 0.997 | |
moments_XXXY remove_mean = False sym = True const = True | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 5.377 5.377 5.377 5.377 5.377 5.377 5.377 5.377 5.377 5.377 5.377 | |
time moments_XX 5.405 5.403 5.403 5.409 5.408 5.424 5.413 5.411 5.410 5.398 5.401 | |
speed-up 0.995 0.995 0.995 0.994 0.994 0.991 0.993 0.994 0.994 0.996 0.996 | |
moments_XXXY remove_mean = True sym = False const = False | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 1.936 1.936 1.936 1.936 1.936 1.936 1.936 1.936 1.936 1.936 1.936 | |
time moments_XX 0.007 0.008 0.008 0.023 0.053 0.062 0.196 1.156 2.541 1.939 1.939 | |
speed-up 288.903 240.262 236.603 82.465 36.641 31.039 9.898 1.674 0.762 0.998 0.998 | |
moments_XXXY remove_mean = True sym = False const = True | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 1.939 1.939 1.939 1.939 1.939 1.939 1.939 1.939 1.939 1.939 1.939 | |
time moments_XX 0.007 0.008 0.008 0.023 0.052 0.062 0.195 1.154 2.525 1.938 1.938 | |
speed-up 291.506 242.243 238.623 82.997 37.083 31.208 9.927 1.681 0.768 1.000 1.000 | |
moments_XXXY remove_mean = True sym = True const = False | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 5.397 5.397 5.397 5.397 5.397 5.397 5.397 5.397 5.397 5.397 5.397 | |
time moments_XX 0.007 0.009 0.009 0.040 0.105 0.128 0.468 2.871 6.359 5.421 5.423 | |
speed-up 796.528 630.537 611.532 135.915 51.268 42.317 11.542 1.880 0.849 0.996 0.995 | |
moments_XXXY remove_mean = True sym = True const = True | |
L, data points 100 100 100 100 100 100 100 100 100 100 100 | |
N, dimensions 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 10000 | |
S, nonzeros 10 90 100 500 900 1000 2000 5000 7500 9000 10000 | |
time trivial 5.395 5.395 5.395 5.395 5.395 5.395 5.395 5.395 5.395 5.395 5.395 | |
time moments_XX 5.426 5.427 5.421 5.421 5.422 5.422 5.422 5.428 5.430 5.416 5.417 | |
speed-up 0.994 0.994 0.995 0.995 0.995 0.995 0.995 0.994 0.994 0.996 0.996 |
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