diff --git a/benchmarks/results/2023_12.yaml b/benchmarks/results/2023_12.yaml index d43c6c0db..9f8141d7d 100644 --- a/benchmarks/results/2023_12.yaml +++ b/benchmarks/results/2023_12.yaml @@ -1324,3 +1324,54 @@ CPU_mean: 99.98085106382977 memory_peak: 995.168 total_time: 24.188 +28: + analysis_3d: + CPU_max: 103.3 + CPU_mean: 99.972972972973 + memory_peak: 2016.34 + total_time: 19.15 + analysis_3d_joint: + CPU_max: 101.3 + CPU_mean: 99.94789644012945 + memory_peak: 3774.031 + total_time: 156.184 + io: + CPU_max: 101.3 + CPU_mean: 99.96666666666665 + memory_peak: 1410.398 + total_time: 2.014 + lightcurve_1d: + CPU_max: 101.3 + CPU_mean: 99.82666666666664 + memory_peak: 902.637 + total_time: 8.057 + lightcurve_3d: + CPU_max: 101.3 + CPU_mean: 99.96271186440678 + memory_peak: 1798.574 + total_time: 89.688 + npred: + CPU_max: 103.1 + CPU_mean: 99.97222222222221 + memory_peak: 1100.719 + total_time: 18.649 + ring_background_estimator: + CPU_max: 101.2 + CPU_mean: 99.95 + memory_peak: 1032.273 + total_time: 12.6 + spectrum_1d: + CPU_max: 101.3 + CPU_mean: 99.96428571428571 + memory_peak: 901.09 + total_time: 7.556 + spectrum_1d_joint: + CPU_max: 103.3 + CPU_mean: 99.93636363636362 + memory_peak: 926.309 + total_time: 17.126 + tsmap_estimator: + CPU_max: 101.3 + CPU_mean: 99.98085106382979 + memory_peak: 1009.176 + total_time: 24.179 diff --git a/benchmarks/results/2023_12_memory.png b/benchmarks/results/2023_12_memory.png index 514873363..5e8e66c83 100644 Binary files a/benchmarks/results/2023_12_memory.png and b/benchmarks/results/2023_12_memory.png differ diff --git a/benchmarks/results/2023_12_time.png b/benchmarks/results/2023_12_time.png index 05a756485..fa25b5bed 100644 Binary files a/benchmarks/results/2023_12_time.png and b/benchmarks/results/2023_12_time.png differ diff --git a/benchmarks/results/analysis_3d/bench.yaml b/benchmarks/results/analysis_3d/bench.yaml index f53862f44..8cac7071a 100644 --- a/benchmarks/results/analysis_3d/bench.yaml +++ b/benchmarks/results/analysis_3d/bench.yaml @@ -1,6 +1,6 @@ n_obs: 10 -data_preparation: 15.103139638900757 -writing: 0.3563041687011719 -reading: 0.03934884071350098 -data_fitting: 2.002997636795044 -flux_point: 0.5853471755981445 +data_preparation: 14.630529165267944 +writing: 0.35550546646118164 +reading: 0.04051995277404785 +data_fitting: 2.0008890628814697 +flux_point: 0.5897228717803955 diff --git a/benchmarks/results/analysis_3d/results.png b/benchmarks/results/analysis_3d/results.png index a068e5ca0..8fa8d4f05 100644 Binary files a/benchmarks/results/analysis_3d/results.png and b/benchmarks/results/analysis_3d/results.png differ diff --git a/benchmarks/results/analysis_3d/results.txt b/benchmarks/results/analysis_3d/results.txt index 8a96df16a..2e9c6de8b 100644 --- a/benchmarks/results/analysis_3d/results.txt +++ b/benchmarks/results/analysis_3d/results.txt @@ -1,41 +1,40 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 6.625 14.359 - 0.504 162.800 72.262 668.840 - 1.008 99.300 124.949 735.223 - 1.511 99.200 165.324 779.863 - 2.015 101.200 191.480 880.090 - 2.519 99.200 1064.398 1798.859 - 3.023 99.200 305.715 1020.645 - 3.527 101.200 279.559 960.039 - 4.031 99.200 1141.496 1851.965 - 4.535 101.200 354.391 1069.172 - 5.039 99.200 283.770 964.316 - 5.543 101.200 1085.285 1799.113 - 6.047 99.200 423.742 1112.453 - 6.551 101.200 332.332 1012.656 - 7.055 97.200 1138.930 1819.254 - 7.559 103.100 406.949 1087.273 - 8.063 97.200 362.617 1043.117 - 8.567 101.200 1159.230 1839.645 - 9.071 99.200 455.449 1147.871 - 9.575 99.200 383.023 1063.512 - 10.080 101.200 1193.969 1905.812 - 10.584 99.200 492.648 1173.223 - 11.088 101.200 403.195 1083.652 - 11.591 99.200 1243.078 1953.422 - 12.095 101.200 519.691 1200.078 - 12.599 99.200 498.949 1195.598 - 13.103 99.200 1270.047 1973.812 - 13.608 101.200 543.316 1223.828 - 14.112 99.200 594.801 1355.762 - 14.616 99.200 1270.359 1950.867 - 15.120 101.200 426.219 1106.734 - 15.624 101.200 604.000 1284.352 - 16.128 99.200 1261.320 1971.012 - 16.632 99.200 446.523 1126.875 - 17.136 101.200 398.559 1091.160 - 17.640 99.200 399.184 1091.410 - 18.143 99.300 399.184 1091.410 - 18.647 99.200 399.184 1091.410 - 19.151 101.200 399.559 1091.660 - 19.655 99.200 399.934 1091.910 + 0.000 0.000 6.500 14.359 + 0.504 162.900 76.184 670.750 + 1.007 99.300 138.848 750.277 + 1.511 99.300 171.723 855.961 + 2.014 101.200 234.762 921.547 + 2.518 99.300 1068.234 1798.871 + 3.022 101.300 249.004 935.738 + 3.525 99.200 422.371 1211.090 + 4.029 99.200 1151.691 1851.973 + 4.533 101.200 285.590 963.738 + 5.037 99.300 611.102 1381.402 + 5.541 101.100 1132.812 1844.898 + 6.045 99.300 296.953 975.129 + 6.548 101.200 952.641 1676.207 + 7.052 98.900 1169.332 1865.039 + 7.558 100.800 317.250 995.520 + 8.064 98.900 1116.688 1796.320 + 8.570 100.900 1179.672 1887.875 + 9.075 99.100 340.035 1018.355 + 9.580 101.300 1220.672 1910.707 + 10.083 99.300 485.270 1201.309 + 10.587 99.300 380.180 1058.332 + 11.091 99.300 1222.285 1936.035 + 11.595 101.200 471.410 1157.820 + 12.098 99.300 420.469 1098.711 + 12.602 101.200 1280.742 1968.480 + 13.106 99.200 541.930 1220.176 + 13.610 99.200 594.102 1352.875 + 14.114 99.200 1269.652 1947.980 + 14.617 101.300 427.195 1105.523 + 15.121 101.300 791.277 1558.566 + 15.625 97.300 1318.824 2016.340 + 16.129 103.300 450.055 1128.105 + 16.632 99.300 376.984 1066.793 + 17.136 99.300 376.984 1067.043 + 17.639 99.300 376.984 1067.043 + 18.143 101.300 376.984 1067.043 + 18.646 99.300 377.609 1067.293 + 19.150 99.300 377.734 1067.543 diff --git a/benchmarks/results/analysis_3d_joint/bench.yaml b/benchmarks/results/analysis_3d_joint/bench.yaml index d3337e924..ef08ecfb6 100644 --- a/benchmarks/results/analysis_3d_joint/bench.yaml +++ b/benchmarks/results/analysis_3d_joint/bench.yaml @@ -1,6 +1,6 @@ n_obs: 10 -data_preparation: 31.670165061950684 -writing: 2.5995852947235107 -reading: 0.17602872848510742 -data_fitting: 112.28653001785278 -flux_point: 16.505197048187256 +data_preparation: 30.10704207420349 +writing: 2.551464319229126 +reading: 0.16785645484924316 +data_fitting: 106.24764704704285 +flux_point: 15.452010154724121 diff --git a/benchmarks/results/analysis_3d_joint/results.png b/benchmarks/results/analysis_3d_joint/results.png index 4c3602e1a..826515f2c 100644 Binary files a/benchmarks/results/analysis_3d_joint/results.png and b/benchmarks/results/analysis_3d_joint/results.png differ diff --git a/benchmarks/results/analysis_3d_joint/results.txt b/benchmarks/results/analysis_3d_joint/results.txt index 794bc8043..40b19f7c3 100644 --- a/benchmarks/results/analysis_3d_joint/results.txt +++ b/benchmarks/results/analysis_3d_joint/results.txt @@ -1,329 +1,312 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) 0.000 0.000 6.625 14.359 - 0.504 162.700 73.945 668.594 - 1.008 101.200 127.195 734.977 - 1.512 99.300 165.820 777.996 - 2.016 99.200 713.680 1445.344 - 2.520 101.200 331.109 1062.512 - 3.024 99.200 1159.074 1964.816 - 3.528 99.200 2081.809 2851.992 - 4.032 101.200 2137.891 2945.379 - 4.536 99.200 766.621 1498.215 - 5.041 99.200 415.910 1181.668 - 5.545 101.200 472.711 1218.469 - 6.049 101.200 761.547 1492.992 - 6.553 97.200 2168.930 2940.473 - 7.057 101.200 2202.930 2940.473 - 7.561 99.200 2223.621 2987.164 - 8.065 101.200 487.930 1219.625 - 8.569 99.200 539.406 1270.855 - 9.073 99.200 569.406 1311.848 - 9.577 101.200 2095.523 2873.562 - 10.081 101.200 2316.797 3060.336 - 10.585 99.200 2301.570 3107.027 - 11.089 99.200 883.180 1614.730 - 11.593 101.200 1048.648 1780.191 - 12.097 99.200 669.246 1400.637 - 12.601 101.200 1558.934 2292.719 - 13.105 99.200 2459.750 3273.281 - 13.609 99.200 2360.199 3133.199 - 14.114 101.100 877.250 1639.035 - 14.618 99.200 894.625 1656.484 - 15.122 101.200 917.570 1649.320 - 15.626 99.200 1433.305 2395.203 - 16.130 99.200 2454.570 3235.684 - 16.634 101.200 2504.055 3282.379 - 17.138 99.200 1063.781 1834.906 - 17.642 99.200 823.117 1554.746 - 18.146 101.200 843.121 1574.688 - 18.650 101.100 1167.496 1906.469 - 19.155 99.200 2556.285 3307.246 - 19.659 99.200 2575.770 3353.941 - 20.163 99.100 2621.672 3400.633 - 20.667 101.100 1176.750 1908.336 - 21.171 101.200 945.535 1677.168 - 21.675 99.200 966.035 1697.617 - 22.179 99.200 2230.379 3036.184 - 22.683 101.100 2737.473 3503.117 - 23.188 99.200 2678.281 3456.426 - 23.692 99.200 1274.523 2008.953 - 24.196 99.200 1368.207 2116.785 - 24.700 101.200 1171.652 1903.109 - 25.204 101.200 1856.422 2676.340 - 25.708 99.200 2785.172 3516.820 - 26.212 99.200 2863.848 3610.207 - 26.716 99.200 1477.969 2209.738 - 27.220 101.200 1261.465 2019.914 - 27.724 99.200 1255.551 1987.191 - 28.228 101.200 1701.469 2733.074 - 28.732 99.200 2971.508 3713.637 - 29.236 99.200 2904.730 3666.941 - 29.740 101.200 1379.781 2172.777 - 30.243 99.300 1161.117 1892.617 - 30.747 99.300 1211.840 1943.477 - 31.251 99.200 1692.316 2560.020 - 31.755 101.200 2949.051 3680.645 - 32.258 101.200 2949.051 3680.645 - 32.762 99.200 1650.770 2466.633 - 33.266 101.200 1268.113 1999.707 - 33.770 99.300 1268.488 1999.957 - 34.274 99.200 1268.613 1999.957 - 34.778 99.200 1268.613 1999.957 - 35.281 101.200 1264.336 1942.492 - 35.785 99.300 1279.711 1970.746 - 36.289 99.200 1126.234 1816.613 - 36.793 101.200 1126.734 1816.613 - 37.297 101.200 1126.859 1816.863 - 37.801 97.200 1126.984 1816.863 - 38.305 101.100 1126.984 1816.863 - 38.809 101.200 1127.109 1817.113 - 39.313 99.200 1085.598 1775.305 - 39.817 101.300 1120.641 1810.727 - 40.320 97.300 1147.008 1836.992 - 40.824 101.200 1188.113 1877.984 - 41.328 99.300 1188.113 1878.234 - 41.832 99.300 1188.113 1878.234 - 42.335 101.200 1196.617 1886.812 - 42.839 99.200 1196.617 1886.812 - 43.343 101.200 1196.742 1886.812 - 43.847 99.200 1196.867 1887.062 - 44.351 99.200 1196.992 1887.062 - 44.854 101.200 1196.992 1887.062 - 45.358 99.200 1196.992 1887.062 - 45.862 101.200 1197.117 1887.312 - 46.366 99.200 1197.117 1887.312 - 46.870 99.200 1197.117 1887.312 - 47.374 101.200 1197.117 1887.312 - 47.877 99.200 1197.117 1887.312 - 48.381 99.300 1197.117 1887.312 - 48.885 101.200 1197.117 1887.312 - 49.389 99.300 1197.117 1887.312 - 49.893 99.200 1197.117 1887.312 - 50.396 101.200 1197.117 1887.312 - 50.900 99.200 1197.117 1887.312 - 51.404 101.200 1197.117 1887.312 - 51.908 99.200 1197.117 1887.312 - 52.412 99.200 1197.117 1887.312 - 52.916 99.200 1197.117 1887.312 - 53.420 101.200 1197.117 1887.312 - 53.924 101.200 1197.117 1887.312 - 54.428 99.200 1197.117 1887.312 - 54.932 99.200 1197.117 1887.312 - 55.436 99.200 1197.117 1887.312 - 55.940 101.200 1197.117 1887.312 - 56.443 99.300 1197.117 1887.312 - 56.947 101.200 1197.117 1887.312 - 57.451 99.200 1197.117 1887.312 - 57.955 101.200 1197.117 1887.312 - 58.459 99.200 1197.242 1887.312 - 58.963 99.200 1197.367 1887.562 - 59.467 99.300 1197.367 1887.562 - 59.970 101.200 1197.367 1887.562 - 60.474 99.200 1197.367 1887.562 - 60.978 99.300 1197.367 1887.562 - 61.482 101.200 1197.367 1887.562 - 61.986 99.200 1197.367 1887.562 - 62.490 99.200 1197.367 1887.562 - 62.994 99.200 1197.367 1887.562 - 63.497 101.200 1197.367 1887.562 - 64.001 99.300 1197.367 1887.562 - 64.505 101.100 1197.492 1887.562 - 65.009 100.600 1197.492 1887.562 - 65.732 99.900 1197.492 1887.562 - 66.237 99.100 1197.492 1887.562 - 66.741 98.900 1197.492 1887.562 - 67.247 103.000 1197.492 1887.562 - 67.752 99.100 1197.492 1887.562 - 68.257 98.700 1197.492 1887.562 - 68.763 100.900 1197.492 1887.562 - 69.269 99.000 1197.492 1887.812 - 69.774 101.000 1197.492 1887.812 - 70.278 100.900 1197.492 1887.812 - 70.784 99.100 1197.492 1887.812 - 71.289 98.900 1197.617 1887.812 - 71.794 98.700 1197.742 1887.812 - 72.300 101.000 1197.742 1887.812 - 72.805 100.700 1197.742 1887.812 - 73.312 101.000 1197.742 1887.812 - 73.817 98.900 1197.742 1887.812 - 74.322 99.100 1197.742 1887.812 - 74.827 101.000 1197.742 1887.812 - 75.332 99.200 1197.742 1887.812 - 75.835 99.300 1197.742 1887.812 - 76.339 99.200 1197.742 1887.812 - 76.843 101.200 1197.742 1887.812 - 77.347 101.200 1197.742 1887.812 - 77.851 99.200 1197.742 1887.812 - 78.354 99.200 1197.742 1887.812 - 78.858 99.200 1197.742 1887.812 - 79.362 101.200 1197.742 1887.812 - 79.866 99.200 1197.742 1887.812 - 80.370 99.200 1197.742 1887.812 - 80.874 99.200 1197.742 1887.812 - 81.378 101.200 1197.742 1887.812 - 81.882 101.200 1197.867 1888.062 - 82.386 99.200 1197.867 1888.062 - 82.890 99.200 1197.867 1888.062 - 83.394 101.200 1197.867 1888.062 - 83.897 99.200 1197.867 1888.062 - 84.401 101.200 1197.992 1888.062 - 84.905 99.200 1197.992 1888.062 - 85.409 99.200 1197.992 1888.062 - 85.913 101.200 1197.992 1888.062 - 86.417 99.200 1197.992 1888.062 - 86.921 99.200 1197.992 1888.062 - 87.425 101.300 1197.992 1888.062 - 87.928 99.200 1197.992 1888.062 - 88.432 101.200 1197.992 1888.062 - 88.936 99.200 1197.992 1888.062 - 89.440 99.300 1197.992 1888.062 - 89.944 101.200 1197.992 1888.062 - 90.447 97.300 1197.992 1888.062 - 90.951 101.200 1197.992 1888.062 - 91.455 99.300 1197.992 1888.062 - 91.959 101.200 1197.992 1888.062 - 92.463 99.200 1197.992 1888.062 - 92.966 99.200 1197.992 1888.062 - 93.470 101.200 1197.992 1888.062 - 93.974 99.200 1198.117 1888.312 - 94.478 101.200 1198.117 1888.312 - 94.982 99.200 1198.117 1888.312 - 95.486 99.200 1198.117 1888.312 - 95.990 99.200 1198.117 1888.312 - 96.494 101.200 1198.242 1888.312 - 96.997 99.200 1198.242 1888.312 - 97.501 101.200 1198.242 1888.312 - 98.005 99.300 1198.242 1888.312 - 98.509 101.200 1198.242 1888.312 - 99.013 99.200 1198.242 1888.312 - 99.517 99.200 1198.242 1888.312 - 100.020 99.200 1198.242 1888.312 - 100.524 100.900 1198.242 1888.312 - 101.030 99.100 1198.242 1888.312 - 101.535 101.000 1198.242 1888.562 - 102.039 98.900 1198.242 1888.562 - 102.545 100.900 1198.242 1888.562 - 103.050 100.800 1198.242 1888.562 - 103.556 100.900 1198.242 1888.562 - 104.062 99.100 1198.242 1888.562 - 104.566 99.100 1198.242 1888.562 - 105.071 100.800 1198.242 1888.562 - 105.577 100.900 1198.242 1888.562 - 106.082 98.900 1198.242 1888.562 - 106.588 98.900 1198.367 1888.562 - 107.093 99.100 1198.367 1888.562 - 107.598 100.700 1198.367 1888.562 - 108.104 98.800 1198.367 1888.562 - 108.610 101.200 1198.492 1888.812 - 109.114 101.300 1198.492 1888.812 - 109.618 99.200 1198.492 1888.812 - 110.122 99.200 1198.492 1888.812 - 110.626 101.200 1198.492 1888.812 - 111.129 99.200 1198.492 1888.812 - 111.633 99.200 1198.492 1888.812 - 112.137 101.200 1198.492 1888.812 - 112.641 99.200 1198.492 1888.812 - 113.145 99.200 1198.492 1888.812 - 113.649 99.200 1198.492 1888.812 - 114.153 101.200 1198.492 1888.812 - 114.657 101.300 1198.492 1888.812 - 115.161 99.300 1198.492 1888.812 - 115.664 99.200 1198.492 1888.812 - 116.168 101.200 1198.492 1888.812 - 116.672 99.200 1198.492 1888.812 - 117.176 99.200 1198.492 1888.812 - 117.680 101.200 1198.492 1888.812 - 118.184 99.200 1198.617 1888.812 - 118.688 101.200 1198.617 1888.812 - 119.192 99.200 1198.617 1888.812 - 119.696 99.200 1198.617 1888.812 - 120.200 99.300 1198.617 1888.812 - 120.703 99.200 1198.617 1888.812 - 121.207 101.300 1198.742 1888.812 - 121.711 99.200 1198.742 1888.812 - 122.215 101.200 1198.742 1888.812 - 122.718 101.200 1198.742 1888.812 - 123.222 99.200 1198.742 1889.062 - 123.726 98.900 1198.742 1889.062 - 124.232 101.200 1198.742 1889.062 - 124.736 99.200 1198.742 1889.062 - 125.240 99.200 1198.742 1889.062 - 125.744 101.200 1198.742 1889.062 - 126.248 99.200 1198.742 1889.062 - 126.751 99.200 1198.742 1889.062 - 127.255 99.300 1198.742 1889.062 - 127.759 101.200 1198.742 1889.062 - 128.263 99.200 1198.742 1889.062 - 128.767 99.200 1198.742 1889.062 - 129.270 101.200 1198.742 1889.062 - 129.774 99.200 1198.742 1889.062 - 130.278 101.200 1198.742 1889.062 - 130.782 99.300 1198.742 1889.062 - 131.286 99.200 1198.742 1889.062 - 131.790 101.200 1198.742 1889.062 - 132.294 99.200 1198.742 1889.062 - 132.797 101.200 1198.867 1889.062 - 133.301 99.200 1198.867 1889.062 - 133.805 99.200 1198.867 1889.062 - 134.309 99.200 1198.867 1889.062 - 134.813 101.200 1198.867 1889.062 - 135.317 99.200 1198.867 1889.062 - 135.821 101.200 1198.867 1889.062 - 136.325 99.100 1198.867 1889.062 - 136.829 100.900 1198.867 1889.062 - 137.335 101.000 1198.867 1889.062 - 137.840 99.100 1198.867 1889.062 - 138.345 99.100 1198.992 1889.062 - 138.849 101.000 1198.992 1889.062 - 139.355 98.800 1198.992 1889.062 - 139.861 99.100 1198.992 1889.062 - 140.365 101.100 1198.992 1889.062 - 140.870 100.800 1198.992 1889.062 - 141.376 99.100 1198.992 1889.062 - 141.881 99.000 1198.992 1889.062 - 142.386 101.000 1198.992 1889.062 - 142.891 101.000 1198.992 1889.062 - 143.396 99.100 1198.992 1889.062 - 143.900 98.800 1198.992 1889.062 - 144.407 100.900 1198.992 1889.062 - 144.912 100.700 1198.992 1889.062 - 145.418 98.900 1198.992 1889.062 - 145.924 101.000 1198.992 1889.062 - 146.428 99.100 1198.992 1889.062 - 146.933 99.100 1198.992 1889.062 - 147.438 101.100 1198.992 1889.062 - 147.942 99.100 1198.992 1889.062 - 148.447 101.000 1231.785 1921.824 - 148.952 99.000 1263.902 1956.996 - 149.456 101.000 1404.676 2094.723 - 149.961 100.600 1404.676 2094.723 - 150.468 99.100 1231.785 1921.824 - 150.973 99.100 1387.176 2077.137 - 151.478 100.900 1413.551 2103.516 - 151.983 100.800 1308.043 1998.000 - 152.489 98.900 1190.902 1880.734 - 152.995 101.100 1190.902 1880.734 - 153.500 99.000 1190.902 1880.734 - 154.004 98.800 1190.902 1880.734 - 154.510 101.100 1231.785 1921.824 - 155.015 99.000 1422.254 2112.305 - 155.520 101.000 1422.254 2112.305 - 156.025 100.800 1192.777 1882.777 - 156.531 99.000 1411.176 2101.227 - 157.036 101.000 1434.926 2124.945 - 157.540 99.000 1208.281 1898.113 - 158.046 100.900 1222.418 1912.426 - 158.551 98.900 1222.418 1912.426 - 159.057 98.900 1222.418 1912.426 - 159.563 103.000 1455.195 2148.090 - 160.067 99.000 1260.246 1950.352 - 160.572 99.100 1459.840 2149.926 - 161.077 102.600 1483.590 2173.648 - 161.584 98.800 1258.355 1948.211 - 162.090 97.100 1399.625 2089.605 - 162.594 101.000 1512.254 2202.273 - 163.099 98.600 1519.379 2209.430 - 163.606 100.800 1297.523 1987.586 - 164.112 100.900 1297.523 1987.586 - 164.617 99.000 1297.648 1987.836 - 165.122 101.100 1.625 2.824 + 0.504 162.800 74.520 670.754 + 1.007 101.300 132.961 744.410 + 1.511 99.300 168.086 884.102 + 2.015 99.300 332.848 1062.516 + 2.518 101.200 373.801 1103.504 + 3.022 99.200 1935.711 2711.910 + 3.526 99.200 2113.180 2851.992 + 4.030 99.300 2121.340 2898.684 + 4.534 99.200 683.270 1412.926 + 5.037 101.300 421.297 1150.996 + 5.541 101.300 462.297 1191.988 + 6.045 99.200 1977.434 2753.703 + 6.549 99.200 2195.695 2940.477 + 7.052 99.200 2179.855 2987.168 + 7.556 101.200 771.742 1501.406 + 8.060 101.200 541.223 1270.859 + 8.564 99.300 582.223 1311.852 + 9.068 99.200 2140.176 2920.258 + 9.572 101.200 2321.645 3060.340 + 10.076 99.200 2329.805 3107.031 + 10.579 101.200 891.625 1621.270 + 11.083 97.300 670.926 1400.641 + 11.587 101.200 722.301 1451.953 + 12.091 99.200 2216.816 2993.125 + 12.595 101.200 2449.703 3179.898 + 13.099 99.200 2406.383 3226.590 + 13.602 99.200 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115.881 99.200 1201.914 1889.895 + 116.385 101.300 1201.914 1889.895 + 116.889 99.300 1201.914 1889.895 + 117.392 99.200 1201.914 1890.145 + 117.896 99.200 1201.914 1890.145 + 118.400 101.200 1201.914 1890.145 + 118.904 99.200 1201.914 1890.145 + 119.408 99.300 1201.914 1890.145 + 119.911 101.200 1201.914 1890.145 + 120.415 99.300 1201.914 1890.145 + 120.919 101.200 1201.914 1890.145 + 121.423 99.300 1201.914 1890.145 + 121.927 99.200 1201.914 1890.145 + 122.431 101.200 1201.914 1890.145 + 122.934 101.300 1201.914 1890.145 + 123.438 99.300 1201.914 1890.145 + 123.942 97.300 1201.914 1890.145 + 124.445 101.300 1201.914 1890.145 + 124.949 99.200 1201.914 1890.145 + 125.453 99.300 1201.914 1890.145 + 125.957 101.200 1202.039 1890.145 + 126.460 99.200 1202.039 1890.145 + 126.964 101.200 1202.039 1890.145 + 127.468 99.300 1202.039 1890.145 + 127.972 99.300 1202.039 1890.145 + 128.476 101.200 1202.039 1890.145 + 128.979 99.300 1202.039 1890.145 + 129.483 101.200 1202.039 1890.145 + 129.987 99.200 1202.039 1890.145 + 130.491 99.200 1202.039 1890.145 + 130.995 101.200 1202.039 1890.145 + 131.498 99.300 1202.039 1890.145 + 132.002 99.300 1202.039 1890.145 + 132.506 99.300 1202.039 1890.145 + 133.010 101.200 1202.039 1890.145 + 133.513 99.300 1202.039 1890.145 + 134.017 99.300 1202.039 1890.145 + 134.521 101.200 1202.039 1890.145 + 135.025 99.200 1202.039 1890.145 + 135.528 101.200 1202.039 1890.145 + 136.032 99.200 1202.039 1890.145 + 136.536 99.200 1202.039 1890.145 + 137.040 101.300 1202.039 1890.145 + 137.544 99.300 1202.039 1890.145 + 138.047 99.200 1202.039 1890.145 + 138.551 101.200 1202.039 1890.145 + 139.055 101.200 1202.039 1890.145 + 139.559 99.200 1202.039 1890.145 + 140.063 99.200 1202.039 1890.145 + 140.567 101.300 1202.289 1890.395 + 141.070 99.200 1193.762 1881.551 + 141.574 101.200 1324.902 2028.156 + 142.078 97.200 1407.535 2095.539 + 142.582 99.300 1200.770 1902.098 + 143.085 101.200 1407.535 2095.539 + 143.589 99.300 1407.535 2095.539 + 144.093 101.200 1234.887 1922.641 + 144.597 99.300 1193.883 1881.551 + 145.100 99.200 1193.883 1881.551 + 145.604 101.200 1193.883 1881.551 + 146.108 101.200 1416.531 2104.332 + 146.612 99.200 1416.531 2104.332 + 147.116 99.200 1275.734 1963.648 + 147.619 99.200 1425.234 2113.125 + 148.123 99.300 1193.984 1881.551 + 148.627 101.200 1419.031 2106.863 + 149.131 101.200 1442.781 2130.582 + 149.635 97.300 1224.375 1912.223 + 150.139 101.200 1224.375 1912.223 + 150.643 99.300 1224.375 1912.223 + 151.146 101.200 1457.051 2147.883 + 151.650 101.200 1282.848 1970.691 + 152.154 99.200 1479.473 2167.309 + 152.658 99.200 1485.602 2173.441 + 153.162 99.200 1324.891 2012.922 + 153.665 101.200 1508.109 2195.934 + 154.169 99.300 1283.918 1971.520 + 154.673 99.300 1300.508 1988.406 + 155.177 99.300 1300.508 1988.406 + 155.680 101.200 1300.633 1988.656 + 156.184 99.300 1300.758 1988.652 diff --git a/benchmarks/results/io/bench.yaml b/benchmarks/results/io/bench.yaml index 64a2b56bf..c94f1442d 100644 --- a/benchmarks/results/io/bench.yaml +++ b/benchmarks/results/io/bench.yaml @@ -1,4 +1,4 @@ n_obs: 10 -data_loading: 0.02823019027709961 -filling: 0.543663501739502 -writing: 0.1681385040283203 +data_loading: 0.028116703033447266 +filling: 0.5201826095581055 +writing: 0.16649127006530762 diff --git a/benchmarks/results/io/results.png b/benchmarks/results/io/results.png index 3b2a20f22..74f9cfe83 100644 Binary files a/benchmarks/results/io/results.png and b/benchmarks/results/io/results.png differ diff --git a/benchmarks/results/io/results.txt b/benchmarks/results/io/results.txt index 63cb4afce..90ec00918 100644 --- a/benchmarks/results/io/results.txt +++ b/benchmarks/results/io/results.txt @@ -1,6 +1,6 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 9.000 15.641 - 0.504 162.800 75.910 670.418 - 1.007 99.300 132.957 742.516 - 1.511 101.200 330.406 1064.328 - 2.015 101.200 314.480 1014.668 + 0.000 0.000 8.750 15.641 + 0.503 162.900 75.945 670.598 + 1.007 101.300 138.734 750.141 + 1.511 99.300 413.660 1410.398 + 2.014 99.300 342.887 1018.730 diff --git a/benchmarks/results/lightcurve_1d/bench.yaml b/benchmarks/results/lightcurve_1d/bench.yaml index 45c387b7f..e3419fcdc 100644 --- a/benchmarks/results/lightcurve_1d/bench.yaml +++ b/benchmarks/results/lightcurve_1d/bench.yaml @@ -1,4 +1,4 @@ n_obs: 10 -simulations: 1.6993863582611084 -lc estimation: 1.0945782661437988 -temporal fitting: 3.8332297801971436 +simulations: 1.630542278289795 +lc estimation: 1.0095641613006592 +temporal fitting: 3.9658241271972656 diff --git a/benchmarks/results/lightcurve_1d/results.png b/benchmarks/results/lightcurve_1d/results.png index 0393cd826..2d22f0530 100644 Binary files a/benchmarks/results/lightcurve_1d/results.png and b/benchmarks/results/lightcurve_1d/results.png differ diff --git a/benchmarks/results/lightcurve_1d/results.txt b/benchmarks/results/lightcurve_1d/results.txt index e2bc3eee1..e647c4ff3 100644 --- a/benchmarks/results/lightcurve_1d/results.txt +++ b/benchmarks/results/lightcurve_1d/results.txt @@ -1,19 +1,18 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 6.625 14.359 - 0.504 164.700 72.312 685.953 - 1.008 97.300 124.914 734.965 - 1.511 101.200 161.414 775.262 - 2.015 99.200 185.758 799.766 - 2.519 99.200 186.133 800.152 - 3.023 101.200 186.383 800.402 - 3.526 99.200 206.824 897.980 - 4.030 101.200 209.949 900.773 - 4.534 99.200 211.074 901.781 - 5.038 99.200 211.574 902.410 - 5.542 101.200 211.574 902.410 - 6.046 99.300 211.824 902.543 - 6.550 101.200 211.824 902.543 - 7.053 99.200 211.824 902.543 - 7.557 99.300 211.824 902.543 - 8.061 101.200 211.824 902.793 - 8.565 99.200 1.625 2.824 + 0.000 0.000 6.750 14.359 + 0.504 164.800 77.340 688.922 + 1.008 97.300 139.398 750.527 + 1.511 101.200 178.523 793.559 + 2.015 99.300 187.496 799.898 + 2.519 99.300 187.871 800.148 + 3.022 101.300 188.121 800.398 + 3.525 99.300 210.852 899.992 + 4.029 99.300 212.352 901.379 + 4.533 101.300 213.102 902.387 + 5.036 99.300 213.102 902.387 + 5.540 101.300 213.102 902.387 + 6.043 99.300 213.227 902.387 + 6.547 99.300 213.227 902.387 + 7.050 99.300 213.227 902.387 + 7.554 101.300 213.227 902.387 + 8.057 99.300 213.352 902.637 diff --git a/benchmarks/results/lightcurve_3d/bench.yaml b/benchmarks/results/lightcurve_3d/bench.yaml index 6ee9e94cf..71ba63b12 100644 --- a/benchmarks/results/lightcurve_3d/bench.yaml +++ b/benchmarks/results/lightcurve_3d/bench.yaml @@ -1,4 +1,4 @@ n_obs: 10 -simulations: 14.172105312347412 -lc estimation: 8.128769159317017 -temporal fitting: 75.22169995307922 +simulations: 13.133837223052979 +lc estimation: 7.46633243560791 +temporal fitting: 67.86125183105469 diff --git a/benchmarks/results/lightcurve_3d/results.png b/benchmarks/results/lightcurve_3d/results.png index 2472093ad..71ae7722b 100644 Binary files a/benchmarks/results/lightcurve_3d/results.png and b/benchmarks/results/lightcurve_3d/results.png differ diff --git a/benchmarks/results/lightcurve_3d/results.txt b/benchmarks/results/lightcurve_3d/results.txt index 8e49fa88e..5b868cd1f 100644 --- a/benchmarks/results/lightcurve_3d/results.txt +++ b/benchmarks/results/lightcurve_3d/results.txt @@ -1,199 +1,180 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 6.625 14.359 - 0.504 162.700 71.766 666.152 - 1.008 99.200 126.043 734.398 - 1.512 101.200 162.543 774.918 - 2.016 99.200 227.914 849.969 - 2.520 99.200 330.023 952.598 - 3.024 101.200 548.621 1170.934 - 3.528 99.200 499.148 1205.035 - 4.032 99.200 286.484 961.961 - 4.536 101.200 290.738 966.191 - 5.040 99.200 816.695 1505.465 - 5.544 101.200 581.176 1264.559 - 6.048 99.200 475.582 1151.020 - 6.552 99.200 899.324 1574.723 - 7.056 99.200 694.449 1370.059 - 7.560 101.200 439.602 1114.820 - 8.064 99.200 948.219 1623.707 - 8.568 99.200 746.723 1422.113 - 9.072 101.200 512.750 1188.086 - 9.576 99.200 583.027 1258.539 - 10.080 101.200 536.973 1356.371 - 10.583 99.200 721.863 1443.656 - 11.087 101.200 519.445 1194.742 - 11.591 99.200 528.309 1203.594 - 12.095 99.200 1085.336 1760.719 - 12.600 101.100 857.465 1533.031 - 13.104 99.200 704.867 1380.410 - 13.608 101.200 1125.477 1800.793 - 14.111 101.200 923.973 1599.203 - 14.615 99.200 685.508 1360.879 - 15.119 99.200 702.660 1401.105 - 15.623 99.200 962.133 1637.598 - 16.127 99.200 823.191 1540.492 - 16.631 101.200 681.324 1369.359 - 17.135 99.200 958.223 1646.234 - 17.639 101.200 958.418 1646.234 - 18.143 101.200 681.918 1369.859 - 18.647 97.300 682.105 1369.859 - 19.151 101.200 958.727 1646.734 - 19.655 99.200 682.227 1370.109 - 20.159 99.200 682.438 1370.109 - 20.663 99.200 865.539 1554.777 - 21.167 101.200 682.539 1370.359 - 21.671 99.200 959.223 1647.234 - 22.175 101.200 682.723 1370.609 - 22.679 99.200 682.719 1370.609 - 23.183 101.200 998.785 1687.000 - 23.687 99.200 713.652 1401.832 - 24.191 99.200 1018.215 1706.184 - 24.695 101.200 1037.090 1724.953 - 25.199 101.200 1054.148 1742.074 - 25.703 99.200 1061.590 1762.488 - 26.207 99.200 960.023 1661.059 - 26.711 99.200 899.832 1587.617 - 27.215 101.200 828.344 1516.219 - 27.719 99.200 847.125 1534.988 - 28.223 101.200 835.277 1523.336 - 28.726 99.200 842.359 1530.203 - 29.230 101.200 1184.426 1872.480 - 29.734 97.200 907.793 1595.816 - 30.238 101.200 907.918 1595.816 - 30.742 99.200 907.918 1595.816 - 31.246 101.200 935.582 1623.531 - 31.750 99.200 935.707 1623.531 - 32.254 99.200 910.961 1598.812 - 32.758 101.200 910.961 1598.812 - 33.262 99.200 910.961 1598.812 - 33.766 99.200 910.961 1598.812 - 34.270 101.200 910.961 1598.812 - 34.774 99.200 911.086 1599.062 - 35.277 101.200 911.086 1599.062 - 35.781 99.200 911.211 1599.062 - 36.285 99.200 911.336 1599.312 - 36.789 99.300 911.336 1599.312 - 37.293 99.300 911.336 1599.312 - 37.797 101.200 911.336 1599.312 - 38.300 99.200 911.336 1599.312 - 38.804 99.200 911.336 1599.312 - 39.308 101.000 912.211 1600.227 - 39.813 101.000 936.098 1624.031 - 40.319 99.000 908.598 1596.566 - 40.824 101.000 908.598 1596.566 - 41.328 101.000 908.598 1596.566 - 41.834 99.000 908.598 1596.566 - 42.339 98.800 908.598 1596.566 - 42.845 100.900 908.598 1596.566 - 43.350 100.800 908.598 1596.566 - 43.856 99.100 908.598 1596.566 - 44.361 100.800 908.723 1596.566 - 44.867 99.000 936.191 1624.031 - 45.372 100.800 936.316 1624.281 - 45.878 99.200 936.316 1624.281 - 46.382 99.200 936.316 1624.281 - 46.886 101.200 936.316 1624.281 - 47.389 99.200 908.812 1596.816 - 47.893 101.200 908.812 1596.816 - 48.397 99.200 908.812 1596.816 - 48.901 101.000 908.812 1596.816 - 49.406 99.100 908.812 1596.816 - 49.911 98.900 936.457 1624.281 - 50.416 101.000 936.457 1624.281 - 50.921 99.000 936.457 1624.281 - 51.426 100.700 936.457 1624.281 - 51.933 98.900 936.457 1624.281 - 52.438 101.000 936.457 1624.281 - 52.943 98.900 936.457 1624.281 - 53.449 100.900 936.457 1624.281 - 53.954 98.800 936.457 1624.281 - 54.460 100.900 910.152 1598.133 - 54.965 99.300 937.590 1625.602 - 55.469 101.200 937.590 1625.602 - 55.972 101.200 937.590 1625.602 - 56.476 99.300 937.590 1625.602 - 56.980 99.200 937.590 1625.602 - 57.484 99.200 910.215 1598.133 - 57.988 101.200 910.215 1598.133 - 58.492 99.200 910.215 1598.133 - 58.996 99.200 910.215 1598.133 - 59.499 101.200 910.340 1598.133 - 60.003 99.200 937.715 1625.602 - 60.507 101.200 937.715 1625.602 - 61.011 99.300 937.715 1625.602 - 61.515 99.200 937.715 1625.602 - 62.019 101.200 937.715 1625.602 - 62.523 99.200 937.715 1625.602 - 63.026 99.200 910.340 1598.133 - 63.530 101.200 910.340 1598.133 - 64.034 99.200 910.340 1598.383 - 64.538 99.200 910.340 1598.383 - 65.042 101.200 937.789 1625.852 - 65.546 101.200 937.789 1625.852 - 66.050 99.200 937.789 1625.852 - 66.553 99.200 907.664 1595.637 - 67.057 99.200 910.414 1598.383 - 67.561 101.200 910.414 1598.383 - 68.065 99.200 910.414 1598.383 - 68.569 101.200 910.414 1598.383 - 69.073 99.200 910.414 1598.383 - 69.577 101.200 937.895 1625.852 - 70.081 99.200 937.895 1625.852 - 70.585 101.200 937.895 1625.852 - 71.089 99.200 937.895 1625.852 - 71.593 99.100 937.895 1625.852 - 72.098 100.900 937.895 1625.852 - 72.603 98.900 937.895 1625.852 - 73.109 99.200 910.520 1598.383 - 73.612 101.300 910.520 1598.383 - 74.116 101.200 914.234 1602.047 - 74.620 99.200 937.984 1625.852 - 75.124 99.200 937.984 1625.852 - 75.628 99.200 937.984 1625.852 - 76.131 101.200 913.359 1601.129 - 76.635 99.200 913.359 1601.129 - 77.139 101.200 913.359 1601.129 - 77.643 99.200 913.359 1601.379 - 78.147 101.200 913.359 1601.379 - 78.651 99.200 914.359 1602.297 - 79.155 99.200 938.066 1626.102 - 79.659 99.200 938.066 1626.102 - 80.163 101.200 938.066 1626.102 - 80.667 99.200 938.066 1626.102 - 81.171 99.200 912.316 1600.312 - 81.675 99.200 912.316 1600.312 - 82.179 101.200 912.316 1600.312 - 82.683 101.200 939.902 1627.777 - 83.187 99.200 939.902 1627.777 - 83.691 101.200 939.902 1627.777 - 84.195 99.200 939.902 1627.777 - 84.699 99.200 939.902 1627.777 - 85.203 99.200 939.902 1627.777 - 85.707 101.200 910.777 1598.633 - 86.211 101.200 910.777 1598.633 - 86.715 99.200 938.285 1626.102 - 87.218 99.200 938.285 1626.102 - 87.722 99.300 913.625 1601.379 - 88.226 101.200 913.625 1601.379 - 88.730 99.200 913.625 1601.379 - 89.233 101.200 913.625 1601.379 - 89.737 99.200 913.625 1601.379 - 90.241 99.200 913.625 1601.379 - 90.745 99.200 938.250 1626.102 - 91.249 101.200 938.375 1626.352 - 91.753 99.300 938.375 1626.352 - 92.256 101.200 910.941 1598.883 - 92.760 99.300 910.941 1598.883 - 93.264 99.200 910.941 1598.883 - 93.768 101.200 910.941 1598.883 - 94.272 99.200 910.941 1598.883 - 94.776 99.200 910.941 1598.883 - 95.280 99.200 910.941 1598.883 - 95.783 101.200 910.941 1598.883 - 96.287 99.200 911.066 1598.883 - 96.791 99.200 911.066 1598.883 - 97.295 101.200 911.066 1598.883 - 97.799 99.200 911.066 1598.883 - 98.303 101.200 911.066 1598.883 - 98.807 99.200 911.066 1598.883 - 99.311 101.200 855.039 1542.574 + 0.000 0.000 6.875 14.359 + 0.504 162.800 74.344 670.812 + 1.007 99.300 134.172 745.625 + 1.511 101.200 176.422 793.527 + 2.015 99.200 671.512 1297.668 + 2.519 101.200 518.305 1144.590 + 3.023 99.300 285.812 964.723 + 3.526 99.200 794.543 1473.855 + 4.030 101.200 601.246 1280.500 + 4.534 99.200 461.684 1263.191 + 5.038 99.200 430.555 1119.660 + 5.542 99.200 440.523 1119.871 + 6.046 101.200 896.512 1575.652 + 6.550 101.200 695.016 1374.312 + 7.054 99.200 459.176 1138.430 + 7.558 101.200 422.824 1101.809 + 8.061 99.100 458.031 1137.211 + 8.566 99.000 988.551 1667.859 + 9.071 101.300 787.047 1466.266 + 9.575 99.200 547.039 1226.266 + 10.079 101.200 622.922 1302.305 + 10.583 99.200 522.375 1201.547 + 11.086 101.200 1007.645 1699.902 + 11.590 97.200 872.398 1551.660 + 12.094 101.200 610.652 1289.688 + 12.598 99.200 1119.418 1798.574 + 13.102 101.200 917.922 1596.980 + 13.606 99.100 850.652 1578.238 + 14.111 101.200 650.285 1329.328 + 14.614 99.300 682.129 1361.285 + 15.118 99.200 952.762 1644.688 + 15.622 99.300 926.816 1618.844 + 16.126 101.200 663.605 1355.391 + 16.630 99.200 663.797 1355.391 + 17.133 99.300 953.559 1645.438 + 17.637 101.200 939.902 1632.266 + 18.141 99.300 664.066 1355.891 + 18.645 101.200 664.254 1355.891 + 19.149 99.200 953.945 1645.938 + 19.652 99.200 664.359 1356.141 + 20.156 101.300 664.551 1356.141 + 20.660 99.200 980.805 1672.531 + 21.164 101.300 691.066 1382.938 + 21.668 97.300 679.008 1370.984 + 22.171 101.200 859.898 1598.977 + 22.675 99.200 838.418 1567.496 + 23.179 101.200 841.801 1533.570 + 23.683 99.200 852.695 1552.340 + 24.187 99.200 789.883 1492.074 + 24.691 101.200 808.004 1499.711 + 25.195 99.300 826.633 1518.480 + 25.699 101.200 845.512 1537.250 + 26.202 99.300 864.324 1556.016 + 26.706 99.300 883.086 1574.785 + 27.210 101.200 901.836 1593.555 + 27.714 99.200 907.336 1599.297 + 28.218 101.200 907.336 1599.297 + 28.722 99.200 911.211 1603.211 + 29.225 99.200 935.098 1627.012 + 29.729 101.200 886.617 1578.488 + 30.233 101.200 910.520 1602.293 + 30.737 99.300 910.520 1602.543 + 31.240 99.300 910.520 1602.543 + 31.744 99.300 910.520 1602.543 + 32.248 101.300 910.520 1602.543 + 32.751 99.200 910.520 1602.543 + 33.255 101.200 910.520 1602.543 + 33.759 99.200 910.645 1602.543 + 34.263 99.200 910.770 1602.543 + 34.767 99.200 910.770 1602.543 + 35.271 101.200 910.770 1602.793 + 35.775 99.200 910.770 1602.793 + 36.279 99.200 910.770 1602.793 + 36.782 99.200 935.484 1627.512 + 37.286 101.300 909.734 1601.727 + 37.790 101.200 909.734 1601.727 + 38.294 99.200 909.734 1601.727 + 38.798 99.200 909.859 1601.727 + 39.302 101.200 909.859 1601.727 + 39.805 99.200 909.859 1601.727 + 40.309 101.200 909.859 1601.727 + 40.813 99.200 909.859 1601.727 + 41.317 101.300 911.859 1603.711 + 41.821 99.300 935.617 1627.512 + 42.324 97.300 935.742 1627.512 + 42.828 101.200 935.742 1627.512 + 43.332 99.300 935.867 1627.762 + 43.835 99.300 935.867 1627.762 + 44.339 101.200 935.867 1627.762 + 44.843 99.200 935.867 1627.762 + 45.347 101.200 935.867 1627.762 + 45.851 101.200 908.434 1600.297 + 46.355 99.200 912.059 1603.961 + 46.858 99.200 935.789 1627.762 + 47.362 101.200 935.914 1627.762 + 47.866 99.200 935.914 1627.762 + 48.370 99.200 935.914 1627.762 + 48.874 101.200 935.914 1627.762 + 49.378 99.200 935.914 1627.762 + 49.882 99.300 911.270 1603.043 + 50.385 101.200 911.270 1603.043 + 50.889 99.200 911.270 1603.043 + 51.393 101.200 938.645 1630.508 + 51.897 99.200 938.770 1630.508 + 52.401 101.200 938.770 1630.758 + 52.905 99.200 912.379 1604.363 + 53.409 99.300 912.379 1604.363 + 53.912 99.300 912.379 1604.363 + 54.416 101.300 912.379 1604.363 + 54.920 99.300 912.379 1604.363 + 55.423 99.300 912.379 1604.363 + 55.927 101.200 912.379 1604.363 + 56.431 99.200 937.125 1629.082 + 56.935 99.200 937.125 1629.082 + 57.439 101.300 912.441 1604.363 + 57.942 99.200 912.441 1604.363 + 58.446 101.300 912.441 1604.363 + 58.950 99.300 912.441 1604.363 + 59.454 99.200 912.441 1604.363 + 59.957 101.200 912.441 1604.363 + 60.461 99.300 912.441 1604.363 + 60.965 101.200 937.336 1629.082 + 61.469 99.200 937.336 1629.082 + 61.973 101.200 909.797 1601.613 + 62.477 99.300 909.797 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941.984 1634.008 + 78.101 101.200 941.984 1634.008 + 78.605 99.300 941.984 1634.008 + 79.108 99.200 942.109 1634.008 + 79.612 99.300 942.109 1634.008 + 80.116 101.200 942.109 1634.008 + 80.620 97.300 913.625 1605.473 + 81.123 101.200 913.625 1605.473 + 81.627 101.200 941.125 1632.938 + 82.131 99.200 941.125 1632.938 + 82.635 99.200 941.125 1632.938 + 83.139 101.200 913.625 1605.473 + 83.643 99.200 913.625 1605.473 + 84.146 101.200 913.625 1605.473 + 84.650 99.200 913.625 1605.473 + 85.154 99.200 913.625 1605.473 + 85.658 99.200 913.625 1605.473 + 86.162 101.200 913.625 1605.473 + 86.666 99.200 913.625 1605.473 + 87.169 99.200 913.625 1605.473 + 87.673 101.200 913.750 1605.473 + 88.177 99.200 913.750 1605.723 + 88.681 101.300 913.750 1605.723 + 89.185 99.300 913.750 1605.723 + 89.688 99.300 913.750 1605.723 diff --git a/benchmarks/results/npred/bench.yaml b/benchmarks/results/npred/bench.yaml index 9096dfb21..2cc4eb133 100644 --- a/benchmarks/results/npred/bench.yaml +++ b/benchmarks/results/npred/bench.yaml @@ -1,4 +1,4 @@ n_iterations: 10 n_sources: 10 -simulations: 0.0537412166595459 -npred computation: 18.1603741645813 +simulations: 0.055710554122924805 +npred computation: 17.246030807495117 diff --git a/benchmarks/results/npred/results.png b/benchmarks/results/npred/results.png index 3a24d3c98..fa9b2a73b 100644 Binary files a/benchmarks/results/npred/results.png and b/benchmarks/results/npred/results.png differ diff --git a/benchmarks/results/npred/results.txt b/benchmarks/results/npred/results.txt index 66442bdda..ab27bff3f 100644 --- a/benchmarks/results/npred/results.txt +++ b/benchmarks/results/npred/results.txt @@ -1,41 +1,39 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 6.875 14.359 - 0.504 162.700 73.676 670.262 - 1.008 99.200 132.270 743.703 - 1.512 99.200 182.895 828.637 - 2.016 101.200 335.859 1010.906 - 2.520 99.200 196.816 870.520 - 3.024 99.200 389.285 1062.992 - 3.528 101.200 386.879 1061.793 - 4.032 101.200 284.574 954.457 - 4.536 99.200 255.586 925.184 - 5.040 101.200 431.094 1101.074 - 5.544 99.200 437.805 1091.316 - 6.049 101.100 369.484 1023.012 - 6.553 99.200 272.781 925.434 - 7.057 99.200 450.160 1101.074 - 7.561 101.100 445.582 1090.652 - 8.065 99.200 445.641 1090.652 - 8.569 99.200 426.219 1071.137 - 9.073 101.200 319.594 964.465 - 9.578 101.200 280.746 925.434 - 10.082 99.200 456.227 1101.074 - 10.586 99.200 456.285 1101.324 - 11.090 101.100 377.535 1032.355 - 11.594 99.200 338.539 983.570 - 12.098 99.200 309.469 954.297 - 12.602 101.200 446.668 1091.566 - 13.107 99.200 446.668 1091.566 - 13.611 99.200 440.418 1091.566 - 14.115 101.200 355.758 1023.262 - 14.619 99.200 309.535 954.547 - 15.123 99.200 445.895 1091.152 - 15.627 99.200 445.895 1091.152 - 16.131 101.100 427.148 1072.301 - 16.636 99.200 280.926 925.934 - 17.140 101.200 446.648 1091.816 - 17.644 101.100 456.398 1101.574 - 18.148 99.200 338.664 983.820 - 18.652 99.200 309.555 954.547 - 19.156 99.200 309.555 954.547 - 19.660 101.200 445.934 1091.152 + 0.000 0.000 6.750 14.359 + 0.504 162.800 76.246 670.664 + 1.007 99.300 137.672 748.816 + 1.511 101.200 185.484 829.062 + 2.015 99.200 387.930 1059.730 + 2.519 99.200 341.066 1013.020 + 3.023 101.200 255.113 927.031 + 3.527 99.200 227.273 895.297 + 4.031 99.200 256.480 924.332 + 4.535 101.200 431.891 1099.969 + 5.039 99.200 431.922 1100.219 + 5.543 101.200 446.480 1089.801 + 6.047 99.200 446.500 1089.801 + 6.551 99.200 446.559 1089.801 + 7.055 101.200 447.184 1090.461 + 7.559 99.200 456.945 1100.219 + 8.063 101.200 456.195 1100.219 + 8.567 99.200 368.695 1011.738 + 9.071 99.200 378.195 1021.496 + 9.575 101.200 391.582 1041.012 + 10.079 101.200 415.641 1060.777 + 10.583 97.200 368.918 1022.410 + 11.087 101.200 338.375 1022.410 + 11.591 99.200 303.730 963.863 + 12.095 99.200 310.480 953.441 + 12.599 101.200 310.480 953.441 + 13.103 99.200 310.480 953.441 + 13.607 101.200 310.535 953.691 + 14.111 99.100 447.598 1090.961 + 14.616 103.100 457.348 1100.719 + 15.120 97.200 457.320 1100.719 + 15.624 101.200 446.949 1090.301 + 16.128 99.200 446.953 1090.301 + 16.632 99.200 446.953 1090.301 + 17.136 101.200 447.586 1090.961 + 17.640 99.200 438.723 1090.961 + 18.144 101.100 423.848 1071.445 + 18.649 99.200 371.137 1022.660 diff --git a/benchmarks/results/results.yaml b/benchmarks/results/results.yaml index 734c83813..8ff04ae5e 100644 --- a/benchmarks/results/results.yaml +++ b/benchmarks/results/results.yaml @@ -1,50 +1,50 @@ analysis_3d: - CPU_max: 103.1 - CPU_mean: 99.93947368421051 - memory_peak: 1973.812 - total_time: 19.655 + CPU_max: 103.3 + CPU_mean: 99.972972972973 + memory_peak: 2016.34 + total_time: 19.15 analysis_3d_joint: - CPU_max: 103.0 - CPU_mean: 99.95184049079755 - memory_peak: 3713.637 - total_time: 165.122 + CPU_max: 101.3 + CPU_mean: 99.94789644012945 + memory_peak: 3774.031 + total_time: 156.184 io: - CPU_max: 101.2 - CPU_mean: 100.56666666666666 - memory_peak: 1064.328 - total_time: 2.015 + CPU_max: 101.3 + CPU_mean: 99.96666666666665 + memory_peak: 1410.398 + total_time: 2.014 lightcurve_1d: - CPU_max: 101.2 - CPU_mean: 99.84375 - memory_peak: 902.793 - total_time: 8.565 + CPU_max: 101.3 + CPU_mean: 99.82666666666664 + memory_peak: 902.637 + total_time: 8.057 lightcurve_3d: CPU_max: 101.3 - CPU_mean: 99.95255102040821 - memory_peak: 1872.48 - total_time: 99.311 + CPU_mean: 99.96271186440678 + memory_peak: 1798.574 + total_time: 89.688 npred: - CPU_max: 101.2 - CPU_mean: 99.97631578947366 - memory_peak: 1101.574 - total_time: 19.66 + CPU_max: 103.1 + CPU_mean: 99.97222222222221 + memory_peak: 1100.719 + total_time: 18.649 ring_background_estimator: CPU_max: 101.2 - CPU_mean: 99.92 - memory_peak: 1042.922 - total_time: 13.103 + CPU_mean: 99.95 + memory_peak: 1032.273 + total_time: 12.6 spectrum_1d: CPU_max: 101.3 - CPU_mean: 99.82142857142857 - memory_peak: 901.105 + CPU_mean: 99.96428571428571 + memory_peak: 901.09 total_time: 7.556 spectrum_1d_joint: - CPU_max: 101.3 - CPU_mean: 99.96875 - memory_peak: 926.277 - total_time: 16.627 + CPU_max: 103.3 + CPU_mean: 99.93636363636362 + memory_peak: 926.309 + total_time: 17.126 tsmap_estimator: CPU_max: 101.3 - CPU_mean: 99.98085106382977 - memory_peak: 995.168 - total_time: 24.188 + CPU_mean: 99.98085106382979 + memory_peak: 1009.176 + total_time: 24.179 diff --git a/benchmarks/results/ring_background_estimator/bench.yaml b/benchmarks/results/ring_background_estimator/bench.yaml index b870eca38..30fe8caed 100644 --- a/benchmarks/results/ring_background_estimator/bench.yaml +++ b/benchmarks/results/ring_background_estimator/bench.yaml @@ -1,4 +1,4 @@ -data_preparation: 10.443630933761597 -run_asmooth: 0.8998565673828125 -compute_correlations: 0.06502795219421387 -compute_ExcessProfileEstimator: 0.06662559509277344 +data_preparation: 10.271931886672974 +run_asmooth: 0.939746618270874 +compute_correlations: 0.06446218490600586 +compute_ExcessProfileEstimator: 0.0635373592376709 diff --git a/benchmarks/results/ring_background_estimator/results.png b/benchmarks/results/ring_background_estimator/results.png index 80847e590..a6a6bc6fb 100644 Binary files a/benchmarks/results/ring_background_estimator/results.png and b/benchmarks/results/ring_background_estimator/results.png differ diff --git a/benchmarks/results/ring_background_estimator/results.txt b/benchmarks/results/ring_background_estimator/results.txt index 8f04ab041..90ad99a76 100644 --- a/benchmarks/results/ring_background_estimator/results.txt +++ b/benchmarks/results/ring_background_estimator/results.txt @@ -1,28 +1,27 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 6.875 14.359 - 0.504 162.700 77.402 689.941 - 1.008 99.200 138.090 750.863 - 1.512 101.200 169.090 781.508 - 2.016 99.200 205.109 882.070 - 2.520 99.200 213.922 891.094 - 3.024 99.200 229.469 916.867 - 3.528 101.200 246.168 923.324 - 4.032 99.200 257.633 934.914 - 4.536 101.200 260.480 938.047 - 5.040 101.200 264.352 941.551 - 5.544 99.200 270.637 947.910 - 6.048 99.200 280.488 957.441 - 6.552 101.200 313.148 990.426 - 7.056 99.200 316.121 994.316 - 7.560 99.200 295.191 972.289 - 8.064 101.200 304.777 981.898 - 8.567 99.200 314.082 991.277 - 9.071 101.200 321.621 998.695 - 9.575 99.200 331.695 1023.242 - 10.079 99.200 346.820 1024.961 - 10.583 99.200 348.887 1026.676 - 11.087 101.200 348.426 1026.676 - 11.591 101.200 341.074 1018.094 - 12.095 99.200 357.707 1034.559 - 12.599 99.200 362.582 1039.359 - 13.103 99.200 366.312 1042.922 + 0.000 0.000 6.750 14.359 + 0.504 162.700 76.453 690.539 + 1.008 99.200 137.992 752.703 + 1.512 101.200 168.492 782.527 + 2.016 99.200 198.887 881.652 + 2.520 99.200 249.648 932.609 + 3.024 99.200 263.578 946.344 + 3.528 101.200 270.336 953.320 + 4.032 99.200 279.359 962.359 + 4.536 101.200 291.660 974.551 + 5.040 99.200 299.344 982.215 + 5.544 101.200 308.473 991.562 + 6.048 99.200 310.227 995.547 + 6.552 101.200 298.281 981.281 + 7.056 99.200 285.645 971.156 + 7.560 99.200 290.355 973.312 + 8.064 101.200 296.816 979.844 + 8.568 99.200 324.375 1007.258 + 9.072 101.200 313.809 996.777 + 9.576 99.200 328.574 1011.422 + 10.080 99.200 333.727 1016.570 + 10.584 99.200 338.875 1021.723 + 11.088 101.200 344.027 1026.871 + 11.592 99.200 349.125 1032.273 + 12.096 101.200 346.984 1027.277 + 12.600 99.200 352.039 1031.992 diff --git a/benchmarks/results/spectrum_1d/bench.yaml b/benchmarks/results/spectrum_1d/bench.yaml index aa0102940..566ff8146 100644 --- a/benchmarks/results/spectrum_1d/bench.yaml +++ b/benchmarks/results/spectrum_1d/bench.yaml @@ -1,6 +1,6 @@ n_obs: 10 -data_preparation: 4.385279178619385 -writing: 0.3061652183532715 -reading: 0.12767863273620605 -data_fitting: 0.09089303016662598 -flux_point: 1.1077892780303955 +data_preparation: 4.328108787536621 +writing: 0.2986419200897217 +reading: 0.12556004524230957 +data_fitting: 0.09076786041259766 +flux_point: 1.1018667221069336 diff --git a/benchmarks/results/spectrum_1d/results.png b/benchmarks/results/spectrum_1d/results.png index 617789a0f..7a428f7c5 100644 Binary files a/benchmarks/results/spectrum_1d/results.png and b/benchmarks/results/spectrum_1d/results.png differ diff --git a/benchmarks/results/spectrum_1d/results.txt b/benchmarks/results/spectrum_1d/results.txt index c002bb94c..536a9ca66 100644 --- a/benchmarks/results/spectrum_1d/results.txt +++ b/benchmarks/results/spectrum_1d/results.txt @@ -1,17 +1,17 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 6.375 14.359 - 0.504 164.800 75.059 688.945 - 1.007 97.300 136.762 750.309 - 1.511 99.300 167.512 782.066 - 2.015 101.300 180.562 861.012 - 2.519 99.300 181.348 861.781 - 3.022 101.200 181.734 862.246 - 3.526 97.300 183.484 863.750 - 4.030 101.200 184.953 865.645 - 4.533 101.200 185.512 866.051 - 5.037 99.300 183.590 863.930 - 5.541 99.300 183.383 863.930 - 6.045 99.200 199.051 891.805 - 6.548 101.200 206.926 899.723 - 7.052 99.200 207.676 900.473 - 7.556 101.200 208.301 901.105 + 0.000 0.000 6.500 14.359 + 0.504 162.800 77.113 688.695 + 1.008 99.200 139.188 750.555 + 1.511 101.200 170.062 846.152 + 2.015 99.200 185.352 861.270 + 2.519 99.300 185.500 861.426 + 3.023 101.300 188.883 865.066 + 3.526 99.300 191.184 867.027 + 4.030 101.200 190.051 866.090 + 4.534 99.300 187.801 863.453 + 5.037 99.300 188.324 864.141 + 5.541 99.300 188.145 863.965 + 6.045 101.200 204.508 893.281 + 6.549 99.200 211.383 899.965 + 7.052 99.300 212.133 900.715 + 7.556 101.200 212.633 901.090 diff --git a/benchmarks/results/spectrum_1d_joint/bench.yaml b/benchmarks/results/spectrum_1d_joint/bench.yaml index bc340edf8..9b09640cd 100644 --- a/benchmarks/results/spectrum_1d_joint/bench.yaml +++ b/benchmarks/results/spectrum_1d_joint/bench.yaml @@ -1,6 +1,6 @@ n_obs: 10 -data_preparation: 4.442669630050659 -writing: 1.5426051616668701 -reading: 1.8436648845672607 -data_fitting: 0.6930949687957764 -flux_point: 6.619595766067505 +data_preparation: 4.4861462116241455 +writing: 1.5471103191375732 +reading: 1.8773555755615234 +data_fitting: 0.7023482322692871 +flux_point: 6.758453607559204 diff --git a/benchmarks/results/spectrum_1d_joint/results.png b/benchmarks/results/spectrum_1d_joint/results.png index 922a3c496..926e17401 100644 Binary files a/benchmarks/results/spectrum_1d_joint/results.png and b/benchmarks/results/spectrum_1d_joint/results.png differ diff --git a/benchmarks/results/spectrum_1d_joint/results.txt b/benchmarks/results/spectrum_1d_joint/results.txt index 1464a776d..acbc664e7 100644 --- a/benchmarks/results/spectrum_1d_joint/results.txt +++ b/benchmarks/results/spectrum_1d_joint/results.txt @@ -1,35 +1,36 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) 0.000 0.000 6.750 14.359 - 0.504 162.800 77.121 688.691 - 1.008 99.200 138.062 749.055 - 1.511 99.200 169.688 781.688 - 2.015 101.200 184.832 860.574 - 2.519 99.200 185.496 861.230 - 3.023 101.200 186.559 862.219 - 3.527 101.200 187.379 863.078 - 4.031 99.300 188.371 864.098 - 4.534 99.300 190.793 866.820 - 5.038 99.200 191.172 867.023 - 5.542 99.200 189.453 865.176 - 6.046 101.300 189.723 865.504 - 6.550 99.200 189.848 865.504 - 7.054 101.200 189.848 865.504 - 7.558 99.200 212.430 900.758 - 8.061 101.200 213.430 901.883 - 8.565 99.200 214.180 902.523 - 9.069 99.200 214.805 903.324 - 9.573 99.300 215.555 903.758 - 10.077 99.200 216.305 904.508 - 10.580 101.200 218.805 907.008 - 11.084 101.200 221.555 909.777 - 11.588 99.200 222.555 910.785 - 12.092 101.200 225.555 913.809 - 12.596 99.300 228.305 916.457 - 13.100 101.200 230.680 918.848 - 13.604 99.200 233.055 921.371 - 14.108 99.200 233.055 921.371 - 14.612 101.200 233.180 921.371 - 15.115 99.200 235.180 923.508 - 15.619 101.200 237.680 925.777 - 16.123 99.200 238.055 926.027 - 16.627 99.300 238.055 926.277 + 0.504 162.800 75.305 688.941 + 1.008 99.300 137.574 750.680 + 1.511 99.200 168.074 846.125 + 2.015 101.200 181.031 861.023 + 2.519 99.300 181.699 861.680 + 3.023 101.200 182.430 862.336 + 3.527 99.300 183.250 863.195 + 4.030 101.300 184.250 864.219 + 4.534 97.300 186.609 866.879 + 5.038 103.300 186.785 866.879 + 5.541 97.300 184.996 864.961 + 6.045 101.300 185.199 865.223 + 6.548 99.300 185.324 865.223 + 7.052 101.300 185.324 865.223 + 7.556 99.200 208.281 900.844 + 8.059 99.300 209.156 901.777 + 8.563 101.300 209.906 902.590 + 9.067 101.300 210.531 902.988 + 9.570 99.300 211.281 903.672 + 10.074 99.300 211.531 903.922 + 10.578 99.300 213.531 905.922 + 11.081 99.300 216.156 908.559 + 11.585 101.200 217.281 909.816 + 12.089 99.200 219.906 912.332 + 12.593 101.300 223.656 916.113 + 13.096 99.300 226.156 918.504 + 13.600 99.200 228.656 921.023 + 14.104 99.200 228.781 921.402 + 14.608 101.200 228.906 921.402 + 15.111 99.300 229.031 921.402 + 15.615 99.300 232.406 924.801 + 16.119 101.300 233.781 926.059 + 16.622 99.300 233.781 926.309 + 17.126 99.200 224.234 916.551 diff --git a/benchmarks/results/tsmap_estimator/bench.yaml b/benchmarks/results/tsmap_estimator/bench.yaml index 05750cac8..bdea3cc11 100644 --- a/benchmarks/results/tsmap_estimator/bench.yaml +++ b/benchmarks/results/tsmap_estimator/bench.yaml @@ -1,3 +1,3 @@ -data_preparation: 0.16400671005249023 -run_asmooth: 0.6874794960021973 -TSmap_estimator: 21.9415340423584 +data_preparation: 0.16130709648132324 +run_asmooth: 0.6784374713897705 +TSmap_estimator: 22.025752305984497 diff --git a/benchmarks/results/tsmap_estimator/results.png b/benchmarks/results/tsmap_estimator/results.png index 0652c93e3..d17b96f5f 100644 Binary files a/benchmarks/results/tsmap_estimator/results.png and b/benchmarks/results/tsmap_estimator/results.png differ diff --git a/benchmarks/results/tsmap_estimator/results.txt b/benchmarks/results/tsmap_estimator/results.txt index 3b43a0621..100b0b414 100644 --- a/benchmarks/results/tsmap_estimator/results.txt +++ b/benchmarks/results/tsmap_estimator/results.txt @@ -1,50 +1,50 @@ # Elapsed time CPU (%) Real (MB) Virtual (MB) - 0.000 0.000 6.375 14.359 - 0.504 162.700 75.918 561.250 - 1.008 99.200 133.043 616.480 - 1.512 99.300 178.414 665.242 - 2.016 101.200 195.934 746.051 - 2.519 99.200 247.738 810.344 - 3.023 101.200 258.938 821.414 - 3.527 99.200 263.062 825.414 - 4.031 101.200 265.312 827.914 - 4.535 99.200 267.688 830.164 - 5.039 99.200 269.938 832.414 - 5.542 101.300 272.188 834.664 - 6.046 99.300 274.438 836.914 - 6.550 99.300 276.562 838.914 - 7.054 101.200 278.688 841.164 - 7.557 99.200 280.938 843.414 - 8.061 101.200 283.062 845.414 - 8.565 99.200 285.188 847.664 - 9.069 101.200 287.312 849.664 - 9.573 99.300 289.438 851.914 - 10.077 99.200 291.562 853.914 - 10.581 101.200 293.812 856.164 - 11.085 99.300 295.938 858.414 - 11.589 101.200 298.188 860.664 - 12.092 99.200 300.438 862.914 - 12.596 99.300 302.688 865.164 - 13.100 99.200 304.938 867.414 - 13.604 101.200 307.312 869.664 - 14.108 99.200 432.898 995.168 - 14.612 101.200 270.406 832.891 - 15.116 99.200 272.906 835.141 - 15.620 99.200 275.406 837.891 - 16.124 101.200 277.906 840.141 - 16.627 99.200 280.406 842.641 - 17.131 101.200 282.781 845.141 - 17.635 99.200 285.156 847.641 - 18.140 99.200 287.531 849.891 - 18.643 99.300 289.781 852.141 - 19.147 99.200 292.031 854.391 - 19.651 101.200 294.281 856.641 - 20.155 99.200 296.531 858.891 - 20.659 101.100 298.906 861.391 - 21.163 101.200 301.281 863.641 - 21.667 99.200 303.781 866.141 - 22.171 99.200 306.281 868.641 - 22.675 101.100 308.781 871.141 - 23.180 99.200 311.281 873.641 - 23.684 99.300 313.781 876.141 - 24.188 101.200 312.754 875.035 + 0.000 0.000 6.750 14.359 + 0.504 162.800 75.910 561.293 + 1.008 99.300 132.480 617.941 + 1.511 99.200 180.395 669.594 + 2.015 101.200 199.832 751.957 + 2.519 99.200 245.750 810.590 + 3.023 101.200 258.613 822.941 + 3.527 99.300 260.988 825.191 + 4.031 99.200 263.238 827.441 + 4.535 101.300 265.488 829.691 + 5.038 99.300 267.738 831.941 + 5.542 99.300 269.988 834.191 + 6.045 101.300 272.113 836.441 + 6.549 99.300 274.363 838.691 + 7.052 99.300 276.488 840.941 + 7.556 101.300 278.613 842.941 + 8.060 101.300 280.738 845.191 + 8.563 99.100 282.863 847.191 + 9.068 101.200 284.988 849.441 + 9.571 99.300 287.113 851.441 + 10.075 99.300 289.238 853.691 + 10.578 99.200 291.488 855.691 + 11.083 99.300 293.738 857.941 + 11.586 100.800 295.863 860.191 + 12.092 99.300 298.113 862.441 + 12.595 101.300 300.363 864.691 + 13.099 99.300 302.613 866.941 + 13.602 99.300 304.863 869.191 + 14.106 101.200 444.938 1009.176 + 14.610 99.200 268.695 833.180 + 15.114 101.300 271.195 835.430 + 15.617 101.300 273.570 837.930 + 16.121 99.300 276.070 840.430 + 16.625 99.300 278.445 842.930 + 17.128 99.300 280.820 845.180 + 17.632 99.200 283.195 847.680 + 18.135 101.300 285.570 849.930 + 18.639 99.300 287.695 852.180 + 19.143 99.300 289.945 854.430 + 19.646 101.300 292.195 856.430 + 20.150 99.300 294.445 858.930 + 20.653 101.200 296.820 861.180 + 21.157 99.300 299.195 863.430 + 21.660 99.300 301.570 865.930 + 22.164 101.200 303.945 868.180 + 22.668 101.300 306.320 870.680 + 23.171 99.300 308.820 873.180 + 23.675 99.300 311.320 875.680 + 24.179 99.200 307.934 872.246