├── .github └── workflows │ ├── main.yaml │ └── pythonpublish.yml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── analysis ├── cheyenne_strongscaling.ipynb ├── cheyenne_temp.ipynb ├── cheyenne_weakscaling.ipynb ├── clean-cheyenne_strongscaling.ipynb ├── clean-cheyenne_weakscaling.ipynb ├── clean-hal_strongscaling.ipynb ├── clean-hal_weakscaling.ipynb ├── hal_strongscaling.ipynb ├── hal_weakscaling.ipynb ├── plot_results.ipynb ├── plot_results_hal.ipynb ├── plot_results_machines.ipynb ├── strong-analysis.ipynb └── weak-analysis.ipynb ├── benchmark-configs ├── cheyenne.pri1-a.yaml ├── cheyenne.pri1-b.yaml ├── cheyenne.pri2.yaml ├── cheyenne.read.yaml ├── cheyenne.readwrite.yaml ├── cheyenne.write.yaml ├── cheyenne.yaml ├── hal.yaml ├── hal1D.yaml ├── halstrong11D.yaml ├── halstrong11H.yaml ├── halstrong21D.yaml ├── halstrong21H.yaml ├── halweak1D.yaml ├── halweak1H.yaml └── wrangler.yaml ├── benchmarks ├── __init__.py ├── datasets.py ├── ops.py └── utils.py ├── binder ├── environment.yml └── postBuild ├── compute_study.md ├── pangeobench ├── requirements.txt ├── results ├── cheyenne │ ├── 2019-05-22 │ │ ├── compute_study_2019-05-22.csv │ │ ├── compute_study_2019-05-22_1339.39_.csv │ │ ├── compute_study_2019-05-22_1407.25_.csv │ │ ├── compute_study_2019-05-22_1416.34_.csv │ │ ├── compute_study_2019-05-22_1423.50_.csv │ │ ├── compute_study_2019-05-22_1434.59_.csv │ │ ├── compute_study_2019-05-22_1444.45_.csv │ │ ├── compute_study_2019-05-22_1454.23_.csv │ │ ├── compute_study_2019-05-22_1558.25_.csv │ │ ├── compute_study_2019-05-22_1627.24_.csv │ │ ├── compute_study_2019-05-22_1629.02_.csv │ │ ├── compute_study_2019-05-22_1631.22_.csv │ │ ├── compute_study_2019-05-22_1635.03_.csv │ │ ├── compute_study_2019-05-22_1636.53_.csv │ │ ├── compute_study_2019-05-22_1639.33_.csv │ │ ├── compute_study_2019-05-22_1643.19_.csv │ │ ├── compute_study_2019-05-22_1703.24_.csv │ │ ├── compute_study_2019-05-22_1705.45_.csv │ │ ├── compute_study_2019-05-22_1706.55_.csv │ │ ├── compute_study_2019-05-22_1707.58_.csv │ │ ├── compute_study_2019-05-22_1708.54_.csv │ │ ├── compute_study_2019-05-22_1709.46_.csv │ │ ├── compute_study_2019-05-22_1710.40_.csv │ │ ├── compute_study_2019-05-22_1711.53_.csv │ │ ├── compute_study_2019-05-22_1712.57_.csv │ │ ├── compute_study_2019-05-22_1714.09_.csv │ │ ├── compute_study_2019-05-22_1715.16_.csv │ │ ├── compute_study_2019-05-22_1716.53_.csv │ │ ├── compute_study_2019-05-22_1718.09_.csv │ │ ├── compute_study_2019-05-22_1719.27_.csv │ │ ├── compute_study_2019-05-22_1721.34_.csv │ │ ├── compute_study_2019-05-22_1723.21_.csv │ │ ├── compute_study_2019-05-22_1724.14_.csv │ │ ├── compute_study_2019-05-22_1725.15_.csv │ │ ├── compute_study_2019-05-22_1726.26_.csv │ │ ├── compute_study_2019-05-22_1727.48_.csv │ │ ├── compute_study_2019-05-22_1728.53_.csv │ │ ├── compute_study_2019-05-22_1729.55_.csv │ │ ├── compute_study_2019-05-22_1731.12_.csv │ │ ├── compute_study_2019-05-22_1732.25_.csv │ │ ├── compute_study_2019-05-22_1733.17_.csv │ │ ├── compute_study_2019-05-22_1734.19_.csv │ │ ├── compute_study_2019-05-22_1735.40_.csv │ │ ├── compute_study_2019-05-22_1737.19_.csv │ │ ├── compute_study_2019-05-22_1738.36_.csv │ │ ├── compute_study_2019-05-22_1739.53_.csv │ │ ├── compute_study_2019-05-22_1741.30_.csv │ │ ├── compute_study_2019-05-22_1743.29_.csv │ │ ├── compute_study_2019-05-22_1744.33_.csv │ │ ├── compute_study_2019-05-22_1745.42_.csv │ │ ├── compute_study_2019-05-22_1747.11_.csv │ │ ├── compute_study_2019-05-22_1748.14_.csv │ │ ├── compute_study_2019-05-22_1749.13_.csv │ │ ├── compute_study_2019-05-22_1750.03_.csv │ │ ├── compute_study_2019-05-22_1751.36_.csv │ │ ├── compute_study_2019-05-22_1753.05_.csv │ │ ├── compute_study_2019-05-22_1754.27_.csv │ │ ├── compute_study_2019-05-22_1756.36_.csv │ │ ├── compute_study_2019-05-22_1757.53_.csv │ │ ├── compute_study_2019-05-22_1759.27_.csv │ │ ├── compute_study_2019-05-22_1800.40_.csv │ │ ├── compute_study_2019-05-22_1801.57_.csv │ │ ├── compute_study_2019-05-22_1803.18_.csv │ │ ├── compute_study_2019-05-22_1806.02_.csv │ │ ├── compute_study_2019-05-22_2025.11_.csv │ │ ├── compute_study_2019-05-22_2026.21_.csv │ │ ├── compute_study_2019-05-22_2027.21_.csv │ │ ├── compute_study_2019-05-22_2028.23_.csv │ │ ├── compute_study_2019-05-22_2029.20_.csv │ │ ├── compute_study_2019-05-22_2030.14_.csv │ │ ├── compute_study_2019-05-22_2031.17_.csv │ │ ├── compute_study_2019-05-22_2032.19_.csv │ │ ├── compute_study_2019-05-22_2033.10_.csv │ │ ├── compute_study_2019-05-22_2034.10_.csv │ │ ├── compute_study_2019-05-22_2035.11_.csv │ │ ├── compute_study_2019-05-22_2036.17_.csv │ │ ├── compute_study_2019-05-22_2037.10_.csv │ │ ├── compute_study_2019-05-22_2038.10_.csv │ │ ├── compute_study_2019-05-22_2039.13_.csv │ │ ├── compute_study_2019-05-22_2040.18_.csv │ │ ├── compute_study_2019-05-22_2041.02_.csv │ │ ├── compute_study_2019-05-22_2041.56_.csv │ │ ├── compute_study_2019-05-22_2042.53_.csv │ │ ├── compute_study_2019-05-22_2043.55_.csv │ │ ├── compute_study_2019-05-22_2044.53_.csv │ │ ├── compute_study_2019-05-22_2045.54_.csv │ │ ├── compute_study_2019-05-22_2046.57_.csv │ │ ├── compute_study_2019-05-22_2048.01_.csv │ │ ├── compute_study_2019-05-22_2109.55_.csv │ │ ├── compute_study_2019-05-22_2110.53_.csv │ │ ├── compute_study_2019-05-22_2111.59_.csv │ │ ├── compute_study_2019-05-22_2112.59_.csv │ │ ├── compute_study_2019-05-22_2113.54_.csv │ │ ├── compute_study_2019-05-22_2114.53_.csv │ │ ├── compute_study_2019-05-22_2115.56_.csv │ │ ├── compute_study_2019-05-22_2117.00_.csv │ │ ├── compute_study_2019-05-22_2117.56_.csv │ │ ├── compute_study_2019-05-22_2118.52_.csv │ │ ├── compute_study_2019-05-22_2119.39_.csv │ │ ├── compute_study_2019-05-22_2120.40_.csv │ │ ├── compute_study_2019-05-22_2121.33_.csv │ │ ├── compute_study_2019-05-22_2122.34_.csv │ │ ├── compute_study_2019-05-22_2123.45_.csv │ │ ├── compute_study_2019-05-22_2124.50_.csv │ │ ├── compute_study_2019-05-22_2125.42_.csv │ │ ├── compute_study_2019-05-22_2126.44_.csv │ │ ├── compute_study_2019-05-22_2127.55_.csv │ │ ├── compute_study_2019-05-22_2129.01_.csv │ │ ├── compute_study_2019-05-22_2130.00_.csv │ │ ├── compute_study_2019-05-22_2131.10_.csv │ │ ├── compute_study_2019-05-22_2132.15_.csv │ │ ├── compute_study_2019-05-22_2133.21_.csv │ │ ├── compute_study_2019-05-22_2224.27_.csv │ │ ├── compute_study_2019-05-22_2225.39_.csv │ │ ├── compute_study_2019-05-22_2229.43_.csv │ │ ├── compute_study_2019-05-22_2230.58_.csv │ │ ├── compute_study_2019-05-22_2232.03_.csv │ │ ├── compute_study_2019-05-22_2233.06_.csv │ │ ├── compute_study_2019-05-22_2234.03_.csv │ │ ├── compute_study_2019-05-22_2235.19_.csv │ │ ├── compute_study_2019-05-22_2236.20_.csv │ │ ├── compute_study_2019-05-22_2237.31_.csv │ │ ├── compute_study_2019-05-22_2238.39_.csv │ │ ├── compute_study_2019-05-22_2256.33_.csv │ │ ├── compute_study_2019-05-22_2257.36_.csv │ │ ├── compute_study_2019-05-22_2259.00_.csv │ │ ├── compute_study_2019-05-22_2300.12_.csv │ │ ├── compute_study_2019-05-22_2301.54_.csv │ │ ├── compute_study_2019-05-22_2303.03_.csv │ │ ├── compute_study_2019-05-22_2303.57_.csv │ │ ├── compute_study_2019-05-22_2304.54_.csv │ │ ├── compute_study_2019-05-22_2306.09_.csv │ │ └── compute_study_2019-05-22_2307.13_.csv │ ├── 2019-09-07 │ │ ├── compute_study_2019-09-07_05-27-33.csv │ │ ├── compute_study_2019-09-07_05-34-51.csv │ │ ├── compute_study_2019-09-07_05-43-08.csv │ │ ├── compute_study_2019-09-07_05-51-30.csv │ │ ├── compute_study_2019-09-07_06-01-40.csv │ │ ├── compute_study_2019-09-07_06-27-29.csv │ │ ├── compute_study_2019-09-07_06-31-26.csv │ │ ├── compute_study_2019-09-07_06-35-34.csv │ │ ├── compute_study_2019-09-07_06-39-51.csv │ │ ├── compute_study_2019-09-07_06-44-47.csv │ │ ├── compute_study_2019-09-07_06-52-06.csv │ │ └── compute_study_2019-09-07_06-57-19.csv │ └── 2019-09-10 │ │ ├── compute_study_2019-09-10_11-52-14.csv │ │ ├── compute_study_2019-09-10_12-22-09.csv │ │ ├── compute_study_2019-09-10_17-43-25.csv │ │ └── compute_study_2019-09-10_18-54-37.csv ├── clean ├── clean-cheyenne │ ├── 2019-05-22 │ │ ├── compute_study_2019-05-22.csv │ │ ├── compute_study_2019-05-22_1339.39_.csv │ │ ├── compute_study_2019-05-22_1407.25_.csv │ │ ├── compute_study_2019-05-22_1416.34_.csv │ │ ├── compute_study_2019-05-22_1423.50_.csv │ │ ├── compute_study_2019-05-22_1434.59_.csv │ │ ├── compute_study_2019-05-22_1444.45_.csv │ │ ├── compute_study_2019-05-22_1454.23_.csv │ │ ├── compute_study_2019-05-22_1558.25_.csv │ │ ├── compute_study_2019-05-22_1627.24_.csv │ │ ├── compute_study_2019-05-22_1629.02_.csv │ │ ├── compute_study_2019-05-22_1631.22_.csv │ │ ├── compute_study_2019-05-22_1635.03_.csv │ │ ├── compute_study_2019-05-22_1636.53_.csv │ │ ├── compute_study_2019-05-22_1639.33_.csv │ │ ├── compute_study_2019-05-22_1643.19_.csv │ │ ├── compute_study_2019-05-22_1703.24_.csv │ │ ├── compute_study_2019-05-22_1705.45_.csv │ │ ├── compute_study_2019-05-22_1706.55_.csv │ │ ├── compute_study_2019-05-22_1707.58_.csv │ │ ├── compute_study_2019-05-22_1708.54_.csv │ │ ├── compute_study_2019-05-22_1709.46_.csv │ │ ├── compute_study_2019-05-22_1710.40_.csv │ │ ├── compute_study_2019-05-22_1711.53_.csv │ │ ├── compute_study_2019-05-22_1712.57_.csv │ │ ├── compute_study_2019-05-22_1714.09_.csv │ │ ├── compute_study_2019-05-22_1715.16_.csv │ │ ├── compute_study_2019-05-22_1716.53_.csv │ │ ├── compute_study_2019-05-22_1718.09_.csv │ │ ├── compute_study_2019-05-22_1719.27_.csv │ │ ├── compute_study_2019-05-22_1721.34_.csv │ │ ├── compute_study_2019-05-22_1723.21_.csv │ │ ├── compute_study_2019-05-22_1724.14_.csv │ │ ├── compute_study_2019-05-22_1725.15_.csv │ │ ├── compute_study_2019-05-22_1726.26_.csv │ │ ├── compute_study_2019-05-22_1727.48_.csv │ │ ├── compute_study_2019-05-22_1728.53_.csv │ │ ├── compute_study_2019-05-22_1729.55_.csv │ │ ├── compute_study_2019-05-22_1731.12_.csv │ │ ├── compute_study_2019-05-22_1732.25_.csv │ │ ├── compute_study_2019-05-22_1733.17_.csv │ │ ├── compute_study_2019-05-22_1734.19_.csv │ │ ├── compute_study_2019-05-22_1735.40_.csv │ │ ├── compute_study_2019-05-22_1737.19_.csv │ │ ├── compute_study_2019-05-22_1738.36_.csv │ │ ├── compute_study_2019-05-22_1739.53_.csv │ │ ├── compute_study_2019-05-22_1741.30_.csv │ │ ├── compute_study_2019-05-22_1743.29_.csv │ │ ├── compute_study_2019-05-22_1744.33_.csv │ │ ├── compute_study_2019-05-22_1745.42_.csv │ │ ├── compute_study_2019-05-22_1747.11_.csv │ │ ├── compute_study_2019-05-22_1748.14_.csv │ │ ├── compute_study_2019-05-22_1749.13_.csv │ │ ├── compute_study_2019-05-22_1750.03_.csv │ │ ├── compute_study_2019-05-22_1751.36_.csv │ │ ├── compute_study_2019-05-22_1753.05_.csv │ │ ├── compute_study_2019-05-22_1754.27_.csv │ │ ├── compute_study_2019-05-22_1756.36_.csv │ │ ├── compute_study_2019-05-22_1757.53_.csv │ │ ├── compute_study_2019-05-22_1759.27_.csv │ │ ├── compute_study_2019-05-22_1800.40_.csv │ │ ├── compute_study_2019-05-22_1801.57_.csv │ │ ├── compute_study_2019-05-22_1803.18_.csv │ │ ├── compute_study_2019-05-22_1806.02_.csv │ │ ├── compute_study_2019-05-22_2025.11_.csv │ │ ├── compute_study_2019-05-22_2026.21_.csv │ │ ├── compute_study_2019-05-22_2027.21_.csv │ │ ├── compute_study_2019-05-22_2028.23_.csv │ │ ├── compute_study_2019-05-22_2029.20_.csv │ │ ├── compute_study_2019-05-22_2030.14_.csv │ │ ├── compute_study_2019-05-22_2031.17_.csv │ │ ├── compute_study_2019-05-22_2032.19_.csv │ │ ├── compute_study_2019-05-22_2033.10_.csv │ │ ├── compute_study_2019-05-22_2034.10_.csv │ │ ├── compute_study_2019-05-22_2035.11_.csv │ │ ├── compute_study_2019-05-22_2036.17_.csv │ │ ├── compute_study_2019-05-22_2037.10_.csv │ │ ├── compute_study_2019-05-22_2038.10_.csv │ │ ├── compute_study_2019-05-22_2039.13_.csv │ │ ├── compute_study_2019-05-22_2040.18_.csv │ │ ├── compute_study_2019-05-22_2041.02_.csv │ │ ├── compute_study_2019-05-22_2041.56_.csv │ │ ├── compute_study_2019-05-22_2042.53_.csv │ │ ├── compute_study_2019-05-22_2043.55_.csv │ │ ├── compute_study_2019-05-22_2044.53_.csv │ │ ├── compute_study_2019-05-22_2045.54_.csv │ │ ├── compute_study_2019-05-22_2046.57_.csv │ │ ├── compute_study_2019-05-22_2048.01_.csv │ │ ├── compute_study_2019-05-22_2109.55_.csv │ │ ├── compute_study_2019-05-22_2110.53_.csv │ │ ├── compute_study_2019-05-22_2111.59_.csv │ │ ├── compute_study_2019-05-22_2112.59_.csv │ │ ├── compute_study_2019-05-22_2113.54_.csv │ │ ├── compute_study_2019-05-22_2114.53_.csv │ │ ├── compute_study_2019-05-22_2115.56_.csv │ │ ├── compute_study_2019-05-22_2117.00_.csv │ │ ├── compute_study_2019-05-22_2117.56_.csv │ │ ├── compute_study_2019-05-22_2118.52_.csv │ │ ├── compute_study_2019-05-22_2119.39_.csv │ │ ├── compute_study_2019-05-22_2120.40_.csv │ │ ├── compute_study_2019-05-22_2121.33_.csv │ │ ├── compute_study_2019-05-22_2122.34_.csv │ │ ├── compute_study_2019-05-22_2123.45_.csv │ │ ├── compute_study_2019-05-22_2124.50_.csv │ │ ├── compute_study_2019-05-22_2125.42_.csv │ │ ├── compute_study_2019-05-22_2126.44_.csv │ │ ├── compute_study_2019-05-22_2127.55_.csv │ │ ├── compute_study_2019-05-22_2129.01_.csv │ │ ├── compute_study_2019-05-22_2130.00_.csv │ │ ├── compute_study_2019-05-22_2131.10_.csv │ │ ├── compute_study_2019-05-22_2132.15_.csv │ │ ├── compute_study_2019-05-22_2133.21_.csv │ │ ├── compute_study_2019-05-22_2224.27_.csv │ │ ├── compute_study_2019-05-22_2225.39_.csv │ │ ├── compute_study_2019-05-22_2229.43_.csv │ │ ├── compute_study_2019-05-22_2230.58_.csv │ │ ├── compute_study_2019-05-22_2232.03_.csv │ │ ├── compute_study_2019-05-22_2233.06_.csv │ │ ├── compute_study_2019-05-22_2234.03_.csv │ │ ├── compute_study_2019-05-22_2235.19_.csv │ │ ├── compute_study_2019-05-22_2236.20_.csv │ │ ├── compute_study_2019-05-22_2237.31_.csv │ │ ├── compute_study_2019-05-22_2238.39_.csv │ │ ├── compute_study_2019-05-22_2256.33_.csv │ │ ├── compute_study_2019-05-22_2257.36_.csv │ │ ├── compute_study_2019-05-22_2259.00_.csv │ │ ├── compute_study_2019-05-22_2300.12_.csv │ │ ├── compute_study_2019-05-22_2301.54_.csv │ │ ├── compute_study_2019-05-22_2303.03_.csv │ │ ├── compute_study_2019-05-22_2303.57_.csv │ │ ├── compute_study_2019-05-22_2304.54_.csv │ │ ├── compute_study_2019-05-22_2306.09_.csv │ │ └── compute_study_2019-05-22_2307.13_.csv │ ├── 2019-09-07 │ │ ├── compute_study_2019-09-07_05-27-33.csv │ │ ├── compute_study_2019-09-07_05-34-51.csv │ │ ├── compute_study_2019-09-07_05-43-08.csv │ │ ├── compute_study_2019-09-07_05-51-30.csv │ │ ├── compute_study_2019-09-07_06-01-40.csv │ │ ├── compute_study_2019-09-07_06-27-29.csv │ │ ├── compute_study_2019-09-07_06-31-26.csv │ │ ├── compute_study_2019-09-07_06-35-34.csv │ │ ├── compute_study_2019-09-07_06-39-51.csv │ │ ├── compute_study_2019-09-07_06-44-47.csv │ │ ├── compute_study_2019-09-07_06-52-06.csv │ │ └── compute_study_2019-09-07_06-57-19.csv │ └── 2019-09-10 │ │ ├── compute_study_2019-09-10_11-52-14.csv │ │ ├── compute_study_2019-09-10_12-22-09.csv │ │ ├── compute_study_2019-09-10_17-43-25.csv │ │ └── compute_study_2019-09-10_18-54-37.csv ├── clean-hal24 │ ├── 2019-08-22 │ │ ├── compute_study_2019-08-22_0931.28_.csv │ │ ├── compute_study_2019-08-22_0937.28_.csv │ │ ├── compute_study_2019-08-22_0944.45_.csv │ │ ├── compute_study_2019-08-22_0952.30_.csv │ │ ├── compute_study_2019-08-22_1002.53_.csv │ │ ├── compute_study_2019-08-22_1008.52_.csv │ │ ├── compute_study_2019-08-22_1015.28_.csv │ │ ├── compute_study_2019-08-22_1022.05_.csv │ │ ├── compute_study_2019-08-22_1029.18_.csv │ │ ├── compute_study_2019-08-22_1040.29_.csv │ │ ├── compute_study_2019-08-22_1046.41_.csv │ │ ├── compute_study_2019-08-22_1053.04_.csv │ │ ├── compute_study_2019-08-22_1059.57_.csv │ │ ├── compute_study_2019-08-22_1107.51_.csv │ │ ├── compute_study_2019-08-22_1118.26_.csv │ │ ├── compute_study_2019-08-22_1125.47_.csv │ │ ├── compute_study_2019-08-22_1133.19_.csv │ │ ├── compute_study_2019-08-22_1140.40_.csv │ │ ├── compute_study_2019-08-22_1148.40_.csv │ │ ├── compute_study_2019-08-22_1159.42_.csv │ │ ├── compute_study_2019-08-22_1205.20_.csv │ │ ├── compute_study_2019-08-22_1211.35_.csv │ │ ├── compute_study_2019-08-22_1219.06_.csv │ │ ├── compute_study_2019-08-22_1227.06_.csv │ │ ├── compute_study_2019-08-22_1237.29_.csv │ │ ├── compute_study_2019-08-22_1243.28_.csv │ │ ├── compute_study_2019-08-22_1249.30_.csv │ │ ├── compute_study_2019-08-22_1256.00_.csv │ │ ├── compute_study_2019-08-22_1303.15_.csv │ │ ├── compute_study_2019-08-22_1313.47_.csv │ │ ├── compute_study_2019-08-22_1319.42_.csv │ │ ├── compute_study_2019-08-22_1325.43_.csv │ │ ├── compute_study_2019-08-22_1332.24_.csv │ │ ├── compute_study_2019-08-22_1339.46_.csv │ │ ├── compute_study_2019-08-22_1350.39_.csv │ │ ├── compute_study_2019-08-22_1356.40_.csv │ │ ├── compute_study_2019-08-22_1402.47_.csv │ │ ├── compute_study_2019-08-22_1409.27_.csv │ │ ├── compute_study_2019-08-22_1417.08_.csv │ │ ├── compute_study_2019-08-22_1427.20_.csv │ │ ├── compute_study_2019-08-22_1433.03_.csv │ │ ├── compute_study_2019-08-22_1438.53_.csv │ │ ├── compute_study_2019-08-22_1445.19_.csv │ │ ├── compute_study_2019-08-22_1454.03_.csv │ │ ├── compute_study_2019-08-22_1505.46_.csv │ │ ├── compute_study_2019-08-22_1511.32_.csv │ │ ├── compute_study_2019-08-22_1517.29_.csv │ │ ├── compute_study_2019-08-22_1524.07_.csv │ │ ├── compute_study_2019-08-22_1531.52_.csv │ │ └── compute_study_2019-08-22_1542.16_.csv │ ├── 2019-08-23 │ │ ├── compute_study_2019-08-23_1510.29_.csv │ │ ├── compute_study_2019-08-23_1534.31_.csv │ │ ├── compute_study_2019-08-23_1556.49_.csv │ │ ├── compute_study_2019-08-23_1619.43_.csv │ │ ├── compute_study_2019-08-23_1639.18_.csv │ │ ├── compute_study_2019-08-23_1658.56_.csv │ │ ├── compute_study_2019-08-23_1718.21_.csv │ │ ├── compute_study_2019-08-23_1738.37_.csv │ │ ├── compute_study_2019-08-23_1759.47_.csv │ │ ├── compute_study_2019-08-23_1823.34_.csv │ │ ├── compute_study_2019-08-23_1847.32_.csv │ │ ├── compute_study_2019-08-23_1914.15_.csv │ │ ├── compute_study_2019-08-23_1935.00_.csv │ │ ├── compute_study_2019-08-23_2000.51_.csv │ │ ├── compute_study_2019-08-23_2022.00_.csv │ │ ├── compute_study_2019-08-23_2045.36_.csv │ │ ├── compute_study_2019-08-23_2106.01_.csv │ │ ├── compute_study_2019-08-23_2129.58_.csv │ │ ├── compute_study_2019-08-23_2154.35_.csv │ │ └── compute_study_2019-08-23_2220.00_.csv │ ├── 2019-08-29 │ │ ├── compute_study_2019-08-29_1036.14_.csv │ │ ├── compute_study_2019-08-29_1106.05_.csv │ │ ├── compute_study_2019-08-29_1133.57_.csv │ │ ├── compute_study_2019-08-29_1203.58_.csv │ │ ├── compute_study_2019-08-29_1240.06_.csv │ │ ├── compute_study_2019-08-29_1308.00_.csv │ │ ├── compute_study_2019-08-29_1337.56_.csv │ │ ├── compute_study_2019-08-29_1410.01_.csv │ │ ├── compute_study_2019-08-29_1440.09_.csv │ │ └── compute_study_2019-08-29_1511.21_.csv │ ├── 2019-08-30 │ │ ├── compute_study_2019-08-30_1110.34_.csv │ │ ├── compute_study_2019-08-30_1117.27_.csv │ │ ├── compute_study_2019-08-30_1124.36_.csv │ │ ├── compute_study_2019-08-30_1131.52_.csv │ │ ├── compute_study_2019-08-30_1138.55_.csv │ │ ├── compute_study_2019-08-30_1145.51_.csv │ │ ├── compute_study_2019-08-30_1152.47_.csv │ │ ├── compute_study_2019-08-30_1159.46_.csv │ │ ├── compute_study_2019-08-30_1206.44_.csv │ │ └── compute_study_2019-08-30_1213.51_.csv │ ├── 2019-09-02 │ │ ├── compute_study_2019-09-02_1912.42_.csv │ │ ├── compute_study_2019-09-02_1919.03_.csv │ │ ├── compute_study_2019-09-02_1925.52_.csv │ │ ├── compute_study_2019-09-02_1934.25_.csv │ │ ├── compute_study_2019-09-02_1945.30_.csv │ │ ├── compute_study_2019-09-02_1951.33_.csv │ │ ├── compute_study_2019-09-02_1958.46_.csv │ │ ├── compute_study_2019-09-02_2006.36_.csv │ │ ├── compute_study_2019-09-02_2015.11_.csv │ │ ├── compute_study_2019-09-02_2027.02_.csv │ │ ├── compute_study_2019-09-02_2032.55_.csv │ │ ├── compute_study_2019-09-02_2039.15_.csv │ │ ├── compute_study_2019-09-02_2045.55_.csv │ │ ├── compute_study_2019-09-02_2053.28_.csv │ │ ├── compute_study_2019-09-02_2103.48_.csv │ │ ├── compute_study_2019-09-02_2109.32_.csv │ │ ├── compute_study_2019-09-02_2115.37_.csv │ │ ├── compute_study_2019-09-02_2122.45_.csv │ │ ├── compute_study_2019-09-02_2130.18_.csv │ │ ├── compute_study_2019-09-02_2140.53_.csv │ │ ├── compute_study_2019-09-02_2146.56_.csv │ │ ├── compute_study_2019-09-02_2153.23_.csv │ │ ├── compute_study_2019-09-02_2200.38_.csv │ │ ├── compute_study_2019-09-02_2208.34_.csv │ │ ├── compute_study_2019-09-02_2219.24_.csv │ │ ├── compute_study_2019-09-02_2225.13_.csv │ │ ├── compute_study_2019-09-02_2231.24_.csv │ │ ├── compute_study_2019-09-02_2238.45_.csv │ │ ├── compute_study_2019-09-02_2247.05_.csv │ │ ├── compute_study_2019-09-02_2258.14_.csv │ │ ├── compute_study_2019-09-02_2304.36_.csv │ │ ├── compute_study_2019-09-02_2311.31_.csv │ │ ├── compute_study_2019-09-02_2319.13_.csv │ │ ├── compute_study_2019-09-02_2327.38_.csv │ │ ├── compute_study_2019-09-02_2338.47_.csv │ │ ├── compute_study_2019-09-02_2346.29_.csv │ │ └── compute_study_2019-09-02_2354.10_.csv │ └── 2019-09-03 │ │ ├── compute_study_2019-09-03_0001.46_.csv │ │ ├── compute_study_2019-09-03_0010.50_.csv │ │ ├── compute_study_2019-09-03_0021.57_.csv │ │ ├── compute_study_2019-09-03_0028.29_.csv │ │ ├── compute_study_2019-09-03_0035.36_.csv │ │ ├── compute_study_2019-09-03_0043.15_.csv │ │ ├── compute_study_2019-09-03_0052.43_.csv │ │ ├── compute_study_2019-09-03_0104.17_.csv │ │ ├── compute_study_2019-09-03_0110.18_.csv │ │ ├── compute_study_2019-09-03_0117.18_.csv │ │ ├── compute_study_2019-09-03_0125.01_.csv │ │ ├── compute_study_2019-09-03_0133.55_.csv │ │ ├── compute_study_2019-09-03_0145.48_.csv │ │ ├── compute_study_2019-09-03_0717.14_.csv │ │ ├── compute_study_2019-09-03_0722.49_.csv │ │ ├── compute_study_2019-09-03_0728.44_.csv │ │ ├── compute_study_2019-09-03_0735.53_.csv │ │ ├── compute_study_2019-09-03_0836.46_.csv │ │ ├── compute_study_2019-09-03_0840.26_.csv │ │ ├── compute_study_2019-09-03_0844.18_.csv │ │ ├── compute_study_2019-09-03_0848.57_.csv │ │ ├── compute_study_2019-09-03_0854.55_.csv │ │ ├── compute_study_2019-09-03_0858.21_.csv │ │ ├── compute_study_2019-09-03_0901.50_.csv │ │ ├── compute_study_2019-09-03_0905.36_.csv │ │ ├── compute_study_2019-09-03_0910.15_.csv │ │ ├── compute_study_2019-09-03_0915.55_.csv │ │ ├── compute_study_2019-09-03_0920.05_.csv │ │ ├── compute_study_2019-09-03_0924.37_.csv │ │ ├── compute_study_2019-09-03_0929.13_.csv │ │ ├── compute_study_2019-09-03_0934.40_.csv │ │ ├── compute_study_2019-09-03_0940.59_.csv │ │ ├── compute_study_2019-09-03_0944.14_.csv │ │ ├── compute_study_2019-09-03_0948.02_.csv │ │ ├── compute_study_2019-09-03_0952.24_.csv │ │ ├── compute_study_2019-09-03_0957.38_.csv │ │ ├── compute_study_2019-09-03_1003.31_.csv │ │ ├── compute_study_2019-09-03_1007.33_.csv │ │ ├── compute_study_2019-09-03_1011.31_.csv │ │ ├── compute_study_2019-09-03_1016.18_.csv │ │ ├── compute_study_2019-09-03_1020.56_.csv │ │ ├── compute_study_2019-09-03_1027.05_.csv │ │ ├── compute_study_2019-09-03_1030.25_.csv │ │ ├── compute_study_2019-09-03_1033.57_.csv │ │ ├── compute_study_2019-09-03_1037.43_.csv │ │ ├── compute_study_2019-09-03_1042.26_.csv │ │ ├── compute_study_2019-09-03_1048.05_.csv │ │ ├── compute_study_2019-09-03_1052.08_.csv │ │ ├── compute_study_2019-09-03_1056.07_.csv │ │ ├── compute_study_2019-09-03_1100.24_.csv │ │ ├── compute_study_2019-09-03_1105.22_.csv │ │ ├── compute_study_2019-09-03_1111.32_.csv │ │ ├── compute_study_2019-09-03_1114.57_.csv │ │ ├── compute_study_2019-09-03_1119.11_.csv │ │ ├── compute_study_2019-09-03_1124.16_.csv │ │ └── compute_study_2019-09-03_1129.16_.csv ├── hal1D │ └── 2019-10-11 │ │ ├── compute_study_2019-10-11_08-46-04.csv │ │ ├── compute_study_2019-10-11_08-52-46.csv │ │ ├── compute_study_2019-10-11_08-59-49.csv │ │ ├── compute_study_2019-10-11_09-07-45.csv │ │ ├── compute_study_2019-10-11_09-18-54.csv │ │ ├── compute_study_2019-10-11_09-34-12.csv │ │ ├── compute_study_2019-10-11_09-43-09.csv │ │ ├── compute_study_2019-10-11_09-49-47.csv │ │ ├── compute_study_2019-10-11_10-02-08.csv │ │ ├── compute_study_2019-10-11_10-09-41.csv │ │ ├── compute_study_2019-10-11_10-33-11.csv │ │ ├── compute_study_2019-10-11_10-48-24.csv │ │ ├── compute_study_2019-10-11_11-04-26.csv │ │ ├── compute_study_2019-10-11_11-13-12.csv │ │ ├── compute_study_2019-10-11_11-18-59.csv │ │ ├── compute_study_2019-10-11_11-24-59.csv │ │ ├── compute_study_2019-10-11_11-31-44.csv │ │ ├── compute_study_2019-10-11_11-39-39.csv │ │ ├── compute_study_2019-10-11_11-55-18.csv │ │ ├── compute_study_2019-10-11_12-08-11.csv │ │ ├── compute_study_2019-10-11_12-32-47.csv │ │ ├── compute_study_2019-10-11_12-38-32.csv │ │ └── compute_study_2019-10-11_12-50-53.csv ├── hal1H │ ├── 2019-10-10 │ │ ├── compute_study_2019-10-10_22-14-59.csv │ │ ├── compute_study_2019-10-10_22-22-44.csv │ │ ├── compute_study_2019-10-10_22-30-49.csv │ │ ├── compute_study_2019-10-10_22-38-55.csv │ │ ├── compute_study_2019-10-10_22-47-55.csv │ │ ├── compute_study_2019-10-10_23-00-17.csv │ │ ├── compute_study_2019-10-10_23-07-42.csv │ │ ├── compute_study_2019-10-10_23-14-22.csv │ │ ├── compute_study_2019-10-10_23-21-16.csv │ │ ├── compute_study_2019-10-10_23-28-46.csv │ │ ├── compute_study_2019-10-10_23-36-51.csv │ │ ├── compute_study_2019-10-10_23-45-50.csv │ │ └── compute_study_2019-10-11_00-01-51.csv │ ├── 2019-10-11 │ │ ├── compute_study_2019-10-11_00-10-14.csv │ │ ├── compute_study_2019-10-11_00-16-57.csv │ │ ├── compute_study_2019-10-11_00-24-27.csv │ │ ├── compute_study_2019-10-11_00-31-55.csv │ │ ├── compute_study_2019-10-11_00-39-59.csv │ │ ├── compute_study_2019-10-11_00-48-55.csv │ │ ├── compute_study_2019-10-11_01-02-38.csv │ │ ├── compute_study_2019-10-11_01-10-50.csv │ │ ├── compute_study_2019-10-11_01-17-17.csv │ │ ├── compute_study_2019-10-11_01-23-48.csv │ │ ├── compute_study_2019-10-11_01-31-26.csv │ │ ├── compute_study_2019-10-11_01-39-21.csv │ │ ├── compute_study_2019-10-11_01-48-11.csv │ │ ├── compute_study_2019-10-11_02-03-02.csv │ │ ├── compute_study_2019-10-11_02-11-15.csv │ │ ├── compute_study_2019-10-11_02-17-48.csv │ │ ├── compute_study_2019-10-11_02-24-49.csv │ │ ├── compute_study_2019-10-11_02-32-06.csv │ │ ├── compute_study_2019-10-11_02-39-55.csv │ │ ├── compute_study_2019-10-11_02-48-35.csv │ │ ├── compute_study_2019-10-11_03-04-46.csv │ │ ├── compute_study_2019-10-11_03-13-40.csv │ │ ├── compute_study_2019-10-11_03-20-38.csv │ │ ├── compute_study_2019-10-11_03-27-59.csv │ │ ├── compute_study_2019-10-11_03-35-55.csv │ │ ├── compute_study_2019-10-11_03-44-06.csv │ │ ├── compute_study_2019-10-11_03-52-43.csv │ │ ├── compute_study_2019-10-11_04-07-35.csv │ │ ├── compute_study_2019-10-11_04-16-16.csv │ │ ├── compute_study_2019-10-11_04-22-54.csv │ │ ├── compute_study_2019-10-11_04-29-48.csv │ │ ├── compute_study_2019-10-11_04-37-29.csv │ │ ├── compute_study_2019-10-11_04-46-02.csv │ │ ├── compute_study_2019-10-11_04-55-12.csv │ │ ├── compute_study_2019-10-11_05-09-30.csv │ │ ├── compute_study_2019-10-11_05-18-01.csv │ │ ├── compute_study_2019-10-11_05-24-35.csv │ │ ├── compute_study_2019-10-11_05-32-00.csv │ │ ├── compute_study_2019-10-11_05-39-30.csv │ │ ├── compute_study_2019-10-11_05-48-00.csv │ │ ├── compute_study_2019-10-11_05-56-49.csv │ │ ├── compute_study_2019-10-11_06-11-41.csv │ │ ├── compute_study_2019-10-11_06-19-59.csv │ │ ├── compute_study_2019-10-11_06-26-24.csv │ │ ├── compute_study_2019-10-11_06-33-12.csv │ │ ├── compute_study_2019-10-11_06-40-47.csv │ │ ├── compute_study_2019-10-11_06-48-57.csv │ │ ├── compute_study_2019-10-11_06-57-50.csv │ │ ├── compute_study_2019-10-11_07-14-42.csv │ │ ├── compute_study_2019-10-11_07-22-08.csv │ │ ├── compute_study_2019-10-11_07-28-19.csv │ │ ├── compute_study_2019-10-11_07-35-05.csv │ │ ├── compute_study_2019-10-11_07-42-05.csv │ │ ├── compute_study_2019-10-11_07-49-17.csv │ │ ├── compute_study_2019-10-11_07-57-41.csv │ │ ├── compute_study_2019-10-11_08-12-37.csv │ │ └── compute_study_2019-10-11_08-20-11.csv │ └── hal1H.ipynb ├── hal24 │ ├── 2019-08-22 │ │ ├── compute_study_2019-08-22_0931.28_.csv │ │ ├── compute_study_2019-08-22_0937.28_.csv │ │ ├── compute_study_2019-08-22_0944.45_.csv │ │ ├── compute_study_2019-08-22_0952.30_.csv │ │ ├── compute_study_2019-08-22_1002.53_.csv │ │ ├── compute_study_2019-08-22_1008.52_.csv │ │ ├── compute_study_2019-08-22_1015.28_.csv │ │ ├── compute_study_2019-08-22_1022.05_.csv │ │ ├── compute_study_2019-08-22_1029.18_.csv │ │ ├── compute_study_2019-08-22_1040.29_.csv │ │ ├── compute_study_2019-08-22_1046.41_.csv │ │ ├── compute_study_2019-08-22_1053.04_.csv │ │ ├── compute_study_2019-08-22_1059.57_.csv │ │ ├── compute_study_2019-08-22_1107.51_.csv │ │ ├── compute_study_2019-08-22_1118.26_.csv │ │ ├── compute_study_2019-08-22_1125.47_.csv │ │ ├── compute_study_2019-08-22_1133.19_.csv │ │ ├── compute_study_2019-08-22_1140.40_.csv │ │ ├── compute_study_2019-08-22_1148.40_.csv │ │ ├── compute_study_2019-08-22_1159.42_.csv │ │ ├── compute_study_2019-08-22_1205.20_.csv │ │ ├── compute_study_2019-08-22_1211.35_.csv │ │ ├── compute_study_2019-08-22_1219.06_.csv │ │ ├── compute_study_2019-08-22_1227.06_.csv │ │ ├── compute_study_2019-08-22_1237.29_.csv │ │ ├── compute_study_2019-08-22_1243.28_.csv │ │ ├── compute_study_2019-08-22_1249.30_.csv │ │ ├── compute_study_2019-08-22_1256.00_.csv │ │ ├── compute_study_2019-08-22_1303.15_.csv │ │ ├── compute_study_2019-08-22_1313.47_.csv │ │ ├── compute_study_2019-08-22_1319.42_.csv │ │ ├── compute_study_2019-08-22_1325.43_.csv │ │ ├── compute_study_2019-08-22_1332.24_.csv │ │ ├── compute_study_2019-08-22_1339.46_.csv │ │ ├── compute_study_2019-08-22_1350.39_.csv │ │ ├── compute_study_2019-08-22_1356.40_.csv │ │ ├── compute_study_2019-08-22_1402.47_.csv │ │ ├── compute_study_2019-08-22_1409.27_.csv │ │ ├── compute_study_2019-08-22_1417.08_.csv │ │ ├── compute_study_2019-08-22_1427.20_.csv │ │ ├── compute_study_2019-08-22_1433.03_.csv │ │ ├── compute_study_2019-08-22_1438.53_.csv │ │ ├── compute_study_2019-08-22_1445.19_.csv │ │ ├── compute_study_2019-08-22_1454.03_.csv │ │ ├── compute_study_2019-08-22_1505.46_.csv │ │ ├── compute_study_2019-08-22_1511.32_.csv │ │ ├── compute_study_2019-08-22_1517.29_.csv │ │ ├── compute_study_2019-08-22_1524.07_.csv │ │ ├── compute_study_2019-08-22_1531.52_.csv │ │ └── compute_study_2019-08-22_1542.16_.csv │ ├── 2019-08-23 │ │ ├── compute_study_2019-08-23_1510.29_.csv │ │ ├── compute_study_2019-08-23_1534.31_.csv │ │ ├── compute_study_2019-08-23_1556.49_.csv │ │ ├── compute_study_2019-08-23_1619.43_.csv │ │ ├── compute_study_2019-08-23_1639.18_.csv │ │ ├── compute_study_2019-08-23_1658.56_.csv │ │ ├── compute_study_2019-08-23_1718.21_.csv │ │ ├── compute_study_2019-08-23_1738.37_.csv │ │ ├── compute_study_2019-08-23_1759.47_.csv │ │ ├── compute_study_2019-08-23_1823.34_.csv │ │ ├── compute_study_2019-08-23_1847.32_.csv │ │ ├── compute_study_2019-08-23_1914.15_.csv │ │ ├── compute_study_2019-08-23_1935.00_.csv │ │ ├── compute_study_2019-08-23_2000.51_.csv │ │ ├── compute_study_2019-08-23_2022.00_.csv │ │ ├── compute_study_2019-08-23_2045.36_.csv │ │ ├── compute_study_2019-08-23_2106.01_.csv │ │ ├── compute_study_2019-08-23_2129.58_.csv │ │ ├── compute_study_2019-08-23_2154.35_.csv │ │ └── compute_study_2019-08-23_2220.00_.csv │ ├── 2019-08-29 │ │ ├── compute_study_2019-08-29_1036.14_.csv │ │ ├── compute_study_2019-08-29_1106.05_.csv │ │ ├── compute_study_2019-08-29_1133.57_.csv │ │ ├── compute_study_2019-08-29_1203.58_.csv │ │ ├── compute_study_2019-08-29_1240.06_.csv │ │ ├── compute_study_2019-08-29_1308.00_.csv │ │ ├── compute_study_2019-08-29_1337.56_.csv │ │ ├── compute_study_2019-08-29_1410.01_.csv │ │ ├── compute_study_2019-08-29_1440.09_.csv │ │ └── compute_study_2019-08-29_1511.21_.csv │ ├── 2019-08-30 │ │ ├── compute_study_2019-08-30_1110.34_.csv │ │ ├── compute_study_2019-08-30_1117.27_.csv │ │ ├── compute_study_2019-08-30_1124.36_.csv │ │ ├── compute_study_2019-08-30_1131.52_.csv │ │ ├── compute_study_2019-08-30_1138.55_.csv │ │ ├── compute_study_2019-08-30_1145.51_.csv │ │ ├── compute_study_2019-08-30_1152.47_.csv │ │ ├── compute_study_2019-08-30_1159.46_.csv │ │ ├── compute_study_2019-08-30_1206.44_.csv │ │ └── compute_study_2019-08-30_1213.51_.csv │ ├── 2019-09-02 │ │ ├── compute_study_2019-09-02_1912.42_.csv │ │ ├── compute_study_2019-09-02_1919.03_.csv │ │ ├── compute_study_2019-09-02_1925.52_.csv │ │ ├── compute_study_2019-09-02_1934.25_.csv │ │ ├── compute_study_2019-09-02_1945.30_.csv │ │ ├── compute_study_2019-09-02_1951.33_.csv │ │ ├── compute_study_2019-09-02_1958.46_.csv │ │ ├── compute_study_2019-09-02_2006.36_.csv │ │ ├── compute_study_2019-09-02_2015.11_.csv │ │ ├── compute_study_2019-09-02_2027.02_.csv │ │ ├── compute_study_2019-09-02_2032.55_.csv │ │ ├── compute_study_2019-09-02_2039.15_.csv │ │ ├── compute_study_2019-09-02_2045.55_.csv │ │ ├── compute_study_2019-09-02_2053.28_.csv │ │ ├── compute_study_2019-09-02_2103.48_.csv │ │ ├── compute_study_2019-09-02_2109.32_.csv │ │ ├── compute_study_2019-09-02_2115.37_.csv │ │ ├── compute_study_2019-09-02_2122.45_.csv │ │ ├── compute_study_2019-09-02_2130.18_.csv │ │ ├── compute_study_2019-09-02_2140.53_.csv │ │ ├── compute_study_2019-09-02_2146.56_.csv │ │ ├── compute_study_2019-09-02_2153.23_.csv │ │ ├── compute_study_2019-09-02_2200.38_.csv │ │ ├── compute_study_2019-09-02_2208.34_.csv │ │ ├── compute_study_2019-09-02_2219.24_.csv │ │ ├── compute_study_2019-09-02_2225.13_.csv │ │ ├── compute_study_2019-09-02_2231.24_.csv │ │ ├── compute_study_2019-09-02_2238.45_.csv │ │ ├── compute_study_2019-09-02_2247.05_.csv │ │ ├── compute_study_2019-09-02_2258.14_.csv │ │ ├── compute_study_2019-09-02_2304.36_.csv │ │ ├── compute_study_2019-09-02_2311.31_.csv │ │ ├── compute_study_2019-09-02_2319.13_.csv │ │ ├── compute_study_2019-09-02_2327.38_.csv │ │ ├── compute_study_2019-09-02_2338.47_.csv │ │ ├── compute_study_2019-09-02_2346.29_.csv │ │ └── compute_study_2019-09-02_2354.10_.csv │ └── 2019-09-03 │ │ ├── compute_study_2019-09-03_0001.46_.csv │ │ ├── compute_study_2019-09-03_0010.50_.csv │ │ ├── compute_study_2019-09-03_0021.57_.csv │ │ ├── compute_study_2019-09-03_0028.29_.csv │ │ ├── compute_study_2019-09-03_0035.36_.csv │ │ ├── compute_study_2019-09-03_0043.15_.csv │ │ ├── compute_study_2019-09-03_0052.43_.csv │ │ ├── compute_study_2019-09-03_0104.17_.csv │ │ ├── compute_study_2019-09-03_0110.18_.csv │ │ ├── compute_study_2019-09-03_0117.18_.csv │ │ ├── compute_study_2019-09-03_0125.01_.csv │ │ ├── compute_study_2019-09-03_0133.55_.csv │ │ ├── compute_study_2019-09-03_0145.48_.csv │ │ ├── compute_study_2019-09-03_0717.14_.csv │ │ ├── compute_study_2019-09-03_0722.49_.csv │ │ ├── compute_study_2019-09-03_0728.44_.csv │ │ ├── compute_study_2019-09-03_0735.53_.csv │ │ ├── compute_study_2019-09-03_0836.46_.csv │ │ ├── compute_study_2019-09-03_0840.26_.csv │ │ ├── compute_study_2019-09-03_0844.18_.csv │ │ ├── compute_study_2019-09-03_0848.57_.csv │ │ ├── compute_study_2019-09-03_0854.55_.csv │ │ ├── compute_study_2019-09-03_0858.21_.csv │ │ ├── compute_study_2019-09-03_0901.50_.csv │ │ ├── compute_study_2019-09-03_0905.36_.csv │ │ ├── compute_study_2019-09-03_0910.15_.csv │ │ ├── compute_study_2019-09-03_0915.55_.csv │ │ ├── compute_study_2019-09-03_0920.05_.csv │ │ ├── compute_study_2019-09-03_0924.37_.csv │ │ ├── compute_study_2019-09-03_0929.13_.csv │ │ ├── compute_study_2019-09-03_0934.40_.csv │ │ ├── compute_study_2019-09-03_0940.59_.csv │ │ ├── compute_study_2019-09-03_0944.14_.csv │ │ ├── compute_study_2019-09-03_0948.02_.csv │ │ ├── compute_study_2019-09-03_0952.24_.csv │ │ ├── compute_study_2019-09-03_0957.38_.csv │ │ ├── compute_study_2019-09-03_1003.31_.csv │ │ ├── compute_study_2019-09-03_1007.33_.csv │ │ ├── compute_study_2019-09-03_1011.31_.csv │ │ ├── compute_study_2019-09-03_1016.18_.csv │ │ ├── compute_study_2019-09-03_1020.56_.csv │ │ ├── compute_study_2019-09-03_1027.05_.csv │ │ ├── compute_study_2019-09-03_1030.25_.csv │ │ ├── compute_study_2019-09-03_1033.57_.csv │ │ ├── compute_study_2019-09-03_1037.43_.csv │ │ ├── compute_study_2019-09-03_1042.26_.csv │ │ ├── compute_study_2019-09-03_1048.05_.csv │ │ ├── compute_study_2019-09-03_1052.08_.csv │ │ ├── compute_study_2019-09-03_1056.07_.csv │ │ ├── compute_study_2019-09-03_1100.24_.csv │ │ ├── compute_study_2019-09-03_1105.22_.csv │ │ ├── compute_study_2019-09-03_1111.32_.csv │ │ ├── compute_study_2019-09-03_1114.57_.csv │ │ ├── compute_study_2019-09-03_1119.11_.csv │ │ ├── compute_study_2019-09-03_1124.16_.csv │ │ └── compute_study_2019-09-03_1129.16_.csv └── wrangler │ └── 2019-09-07 │ ├── compute_study_2019-09-07_08-13-07.csv │ ├── compute_study_2019-09-07_08-37-06.csv │ ├── compute_study_2019-09-07_08-45-26.csv │ ├── compute_study_2019-09-07_08-52-58.csv │ └── compute_study_2019-09-07_09-08-23.csv ├── run.ipynb ├── setup.cfg └── setup.py /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | repos: 2 | 3 | - repo: https://github.com/pre-commit/pre-commit-hooks 4 | rev: v2.3.0 5 | hooks: 6 | - id: trailing-whitespace 7 | - id: end-of-file-fixer 8 | - id: check-docstring-first 9 | - id: check-added-large-files 10 | args: ['--maxkb=5000'] 11 | - id: check-json 12 | - id: check-yaml 13 | - id: double-quote-string-fixer 14 | 15 | - repo: https://github.com/ambv/black 16 | rev: 19.3b0 17 | hooks: 18 | - id: black 19 | args: ["--line-length", "100", "--skip-string-normalization"] 20 | 21 | 22 | - repo: https://github.com/pre-commit/pre-commit-hooks 23 | rev: v2.3.0 24 | hooks: 25 | - id: flake8 26 | args: ["--max-line-length", "100"] 27 | 28 | - repo: https://github.com/asottile/seed-isort-config 29 | rev: v2.1.0 30 | hooks: 31 | - id: seed-isort-config 32 | 33 | - repo: https://github.com/pre-commit/mirrors-isort 34 | rev: v4.3.21 35 | hooks: 36 | - id: isort 37 | -------------------------------------------------------------------------------- /benchmark-configs/cheyenne.pri1-a.yaml: -------------------------------------------------------------------------------- 1 | machine: cheyenne 2 | job_scheduler: pbs 3 | queue: regular 4 | walltime: 1:00:00 5 | maxmemory_per_node: 109gb 6 | maxcore_per_node: 36 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 1 15 | chunk_size: 16 | - 2048MB 17 | chunking_scheme: 18 | - spatial 19 | - temporal 20 | - auto 21 | -------------------------------------------------------------------------------- /benchmark-configs/cheyenne.pri1-b.yaml: -------------------------------------------------------------------------------- 1 | machine: cheyenne 2 | job_scheduler: pbs 3 | queue: regular 4 | walltime: 1:00:00 5 | maxmemory_per_node: 109gb 6 | maxcore_per_node: 36 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 2 15 | chunk_size: 16 | - 1024MB 17 | chunking_scheme: 18 | - spatial 19 | - temporal 20 | - auto 21 | -------------------------------------------------------------------------------- /benchmark-configs/cheyenne.pri2.yaml: -------------------------------------------------------------------------------- 1 | machine: cheyenne 2 | job_scheduler: pbs 3 | queue: regular 4 | walltime: 1:00:00 5 | maxmemory_per_node: 109gb 6 | maxcore_per_node: 36 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 1 15 | - 2 16 | - 4 17 | - 8 18 | - 16 19 | chunk_size: 20 | - 64MB 21 | - 128MB 22 | - 256MB 23 | - 512MB 24 | chunking_scheme: 25 | - spatial 26 | - temporal 27 | - auto 28 | -------------------------------------------------------------------------------- /benchmark-configs/cheyenne.read.yaml: -------------------------------------------------------------------------------- 1 | operation_choice: read 2 | machine: cheyenne 3 | job_scheduler: pbs 4 | queue: regular 5 | walltime: 1:00:00 6 | maxmemory_per_node: 109gb 7 | maxcore_per_node: 36 8 | chunk_per_worker: 10 9 | spil: false 10 | freq: 1D 11 | parameters: 12 | fixed_totalsize: True 13 | number_of_workers_per_nodes: 14 | - 10 15 | number_of_threads_per_workers: 1 16 | number_of_nodes: 17 | - 2 18 | chunk_size: 19 | - 64MB 20 | chunking_scheme: 21 | - temporal 22 | io_format: 23 | - netcdf 24 | - zarr 25 | filesystem: 26 | - s3 27 | - posix 28 | profile: default 29 | bucket: pangeo-bench-local/test_write 30 | endpoint_url: https://stratus.ucar.edu 31 | local_dir: test_write 32 | -------------------------------------------------------------------------------- /benchmark-configs/cheyenne.readwrite.yaml: -------------------------------------------------------------------------------- 1 | operation_choice: readwrite 2 | machine: cheyenne 3 | job_scheduler: pbs 4 | queue: regular 5 | walltime: 1:00:00 6 | maxmemory_per_node: 109gb 7 | maxcore_per_node: 36 8 | chunk_per_worker: 10 9 | spil: false 10 | freq: 1D 11 | parameters: 12 | fixed_totalsize: False 13 | number_of_workers_per_nodes: 14 | - 10 15 | number_of_threads_per_workers: 1 16 | number_of_nodes: 17 | - 2 18 | chunk_size: 19 | - 64MB 20 | chunking_scheme: 21 | - temporal 22 | io_format: 23 | - zarr 24 | - netcdf 25 | filesystem: 26 | - posix 27 | - s3 28 | profile: default 29 | bucket: pangeo-bench-local/test_readwrite 30 | endpoint_url: https://stratus.ucar.edu 31 | local_dir: test_readwrite 32 | -------------------------------------------------------------------------------- /benchmark-configs/cheyenne.write.yaml: -------------------------------------------------------------------------------- 1 | operation_choice: write 2 | machine: cheyenne 3 | job_scheduler: pbs 4 | queue: regular 5 | walltime: 1:00:00 6 | maxmemory_per_node: 109gb 7 | maxcore_per_node: 36 8 | chunk_per_worker: 10 9 | spil: false 10 | freq: 1D 11 | parameters: 12 | fixed_totalsize: True 13 | number_of_workers_per_nodes: 14 | - 10 15 | number_of_threads_per_workers: 1 16 | number_of_nodes: 17 | - 2 18 | chunk_size: 19 | - 64MB 20 | chunking_scheme: 21 | - temporal 22 | io_format: 23 | - zarr 24 | - netcdf 25 | filesystem: 26 | - posix 27 | - s3 28 | profile: default 29 | bucket: pangeo-bench-local/test_write 30 | endpoint_url: https://stratus.ucar.edu 31 | local_dir: test_write 32 | -------------------------------------------------------------------------------- /benchmark-configs/cheyenne.yaml: -------------------------------------------------------------------------------- 1 | machine: cheyenne 2 | job_scheduler: pbs 3 | queue: regular 4 | walltime: 1:00:00 5 | maxmemory_per_node: 109gb 6 | maxcore_per_node: 36 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 1 15 | - 2 16 | - 4 17 | - 8 18 | - 16 19 | - 24 20 | - 32 21 | chunk_size: 22 | - 32MB 23 | - 64MB 24 | - 128MB 25 | - 256MB 26 | - 512MB 27 | - 1024MB 28 | - 2048MB 29 | chunking_scheme: 30 | - spatial 31 | - temporal 32 | - auto 33 | -------------------------------------------------------------------------------- /benchmark-configs/hal.yaml: -------------------------------------------------------------------------------- 1 | machine: hal24 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | spil: false 8 | parameters: 9 | number_of_workers_per_nodes: 10 | - 1 11 | number_of_threads_per_workers: 1 12 | number_of_nodes: 13 | - 1 14 | - 2 15 | - 4 16 | - 8 17 | - 16 18 | chunk_size: 19 | - 512MB 20 | - 1024MB 21 | - 2048MB 22 | - 4096MB 23 | chunking_scheme: 24 | - spatial 25 | - temporal 26 | - auto 27 | -------------------------------------------------------------------------------- /benchmark-configs/hal1D.yaml: -------------------------------------------------------------------------------- 1 | machine: hal1D 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | spil: false 8 | parameters: 9 | number_of_workers_per_nodes: 10 | - 1 11 | number_of_threads_per_workers: 1 12 | number_of_nodes: 13 | - 1 14 | - 2 15 | - 4 16 | - 8 17 | - 16 18 | chunk_size: 19 | - 512MB 20 | - 1024MB 21 | - 2048MB 22 | - 4096MB 23 | chunking_scheme: 24 | - spatial 25 | - temporal 26 | - auto 27 | -------------------------------------------------------------------------------- /benchmark-configs/halstrong11D.yaml: -------------------------------------------------------------------------------- 1 | machine: hal1D 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | chunk_per_worker: 10 8 | spil: false 9 | freq: 1D 10 | parameters: 11 | number_of_workers_per_nodes: 12 | - 1 13 | number_of_threads_per_workers: 1 14 | number_of_nodes: 15 | - 1 16 | chunk_size: 17 | - 2048MB 18 | chunking_scheme: 19 | - spatial 20 | - temporal 21 | - auto 22 | -------------------------------------------------------------------------------- /benchmark-configs/halstrong11H.yaml: -------------------------------------------------------------------------------- 1 | machine: hal1H 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 1 15 | chunk_size: 16 | - 2048MB 17 | chunking_scheme: 18 | - spatial 19 | - temporal 20 | - auto 21 | -------------------------------------------------------------------------------- /benchmark-configs/halstrong21D.yaml: -------------------------------------------------------------------------------- 1 | machine: hal1D 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | chunk_per_worker: 10 8 | spil: false 9 | freq: 1D 10 | parameters: 11 | number_of_workers_per_nodes: 12 | - 1 13 | number_of_threads_per_workers: 1 14 | number_of_nodes: 15 | - 2 16 | chunk_size: 17 | - 1024MB 18 | chunking_scheme: 19 | - spatial 20 | - temporal 21 | - auto 22 | -------------------------------------------------------------------------------- /benchmark-configs/halstrong21H.yaml: -------------------------------------------------------------------------------- 1 | machine: hal1H 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 2 15 | chunk_size: 16 | - 1024MB 17 | chunking_scheme: 18 | - spatial 19 | - temporal 20 | - auto 21 | -------------------------------------------------------------------------------- /benchmark-configs/halweak1D.yaml: -------------------------------------------------------------------------------- 1 | machine: hal1D 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | chunk_per_worker: 10 8 | spil: false 9 | freq: 1D 10 | parameters: 11 | number_of_workers_per_nodes: 12 | - 1 13 | number_of_threads_per_workers: 1 14 | number_of_nodes: 15 | - 1 16 | - 2 17 | - 4 18 | - 8 19 | - 16 20 | chunk_size: 21 | - 64MB 22 | - 128MB 23 | - 256MB 24 | - 512MB 25 | chunking_scheme: 26 | - spatial 27 | - temporal 28 | - auto 29 | -------------------------------------------------------------------------------- /benchmark-configs/halweak1H.yaml: -------------------------------------------------------------------------------- 1 | machine: hal1H 2 | job_scheduler: pbs 3 | queue: batch 4 | walltime: 1:00:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 1 15 | - 2 16 | - 4 17 | - 8 18 | - 16 19 | chunk_size: 20 | - 64MB 21 | - 128MB 22 | - 256MB 23 | - 512MB 24 | chunking_scheme: 25 | - spatial 26 | - temporal 27 | - auto 28 | -------------------------------------------------------------------------------- /benchmark-configs/wrangler.yaml: -------------------------------------------------------------------------------- 1 | machine: wrangler 2 | job_scheduler: slurm 3 | queue: normal 4 | walltime: 00:60:00 5 | maxmemory_per_node: 128gb 6 | maxcore_per_node: 24 7 | chunk_per_worker: 10 8 | spil: false 9 | parameters: 10 | number_of_workers_per_nodes: 11 | - 1 12 | number_of_threads_per_workers: 1 13 | number_of_nodes: 14 | - 1 15 | - 2 16 | - 4 17 | - 8 18 | - 16 19 | chunk_size: 20 | - 32MB 21 | - 64MB 22 | - 128MB 23 | - 256MB 24 | - 512MB 25 | chunking_scheme: 26 | - spatial 27 | - temporal 28 | - auto 29 | -------------------------------------------------------------------------------- /benchmarks/__init__.py: -------------------------------------------------------------------------------- 1 | from pkg_resources import DistributionNotFound, get_distribution 2 | 3 | try: 4 | __version__ = get_distribution(__name__).version 5 | except DistributionNotFound: 6 | # package is not installed 7 | __version__ = "0.0.0" 8 | -------------------------------------------------------------------------------- /binder/environment.yml: -------------------------------------------------------------------------------- 1 | name: pangeo-bench 2 | channels: 3 | - conda-forge 4 | dependencies: 5 | - click 6 | - dask-jobqueue 7 | - dask-labextension 8 | - dask>=2.3 9 | - fsspec>=0.7.3 10 | - holoviews 11 | - hvplot 12 | - ipywidgets 13 | - jupyterlab 14 | - matplotlib 15 | - netcdf4 16 | - nodejs 17 | - numpy 18 | - pandas 19 | - python=3.7 20 | - s3fs>=0.4.2 21 | - scipy 22 | - setuptools 23 | - xarray>=0.15.1 24 | - zarr 25 | -------------------------------------------------------------------------------- /binder/postBuild: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env bash 2 | 3 | jupyter labextension install @jupyter-widgets/jupyterlab-manager \ 4 | @pyviz/jupyterlab_pyviz \ 5 | dask-labextension 6 | 7 | 8 | 9 | #EOF 10 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | awscli 2 | xarray>=0.15.1 3 | click 4 | dask 5 | distributed 6 | s3fs>=0.4.2 7 | fsspec>=0.7.3 8 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2224.27_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,512.17 MB,cheyenne,1,temporal_mean,0.6178956031799316,1 3 | 512 MB,spatial,512.17 MB,cheyenne,1,spatial_mean,0.5852322578430176,1 4 | 512 MB,spatial,512.17 MB,cheyenne,1,climatology,0.949582576751709,1 5 | 512 MB,spatial,512.17 MB,cheyenne,1,anomaly,1.344268798828125,1 6 | 512 MB,temporal,512.17 MB,cheyenne,1,temporal_mean,0.5913867950439453,1 7 | 512 MB,temporal,512.17 MB,cheyenne,1,spatial_mean,0.559837818145752,1 8 | 512 MB,temporal,512.17 MB,cheyenne,1,climatology,0.8379201889038086,1 9 | 512 MB,temporal,512.17 MB,cheyenne,1,anomaly,1.321392297744751,1 10 | 512 MB,auto,512.17 MB,cheyenne,1,temporal_mean,0.5882670879364014,1 11 | 512 MB,auto,512.17 MB,cheyenne,1,spatial_mean,0.5626261234283447,1 12 | 512 MB,auto,512.17 MB,cheyenne,1,climatology,0.8252301216125488,1 13 | 512 MB,auto,512.17 MB,cheyenne,1,anomaly,1.3182713985443115,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2225.39_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,1.02 GB,cheyenne,2,temporal_mean,0.6165144443511963,1 3 | 512 MB,spatial,1.02 GB,cheyenne,2,spatial_mean,0.5950899124145508,1 4 | 512 MB,spatial,1.02 GB,cheyenne,2,climatology,0.8511862754821777,1 5 | 512 MB,spatial,1.02 GB,cheyenne,2,anomaly,1.3094990253448486,1 6 | 512 MB,temporal,1.02 GB,cheyenne,2,temporal_mean,0.6413991451263428,1 7 | 512 MB,temporal,1.02 GB,cheyenne,2,spatial_mean,0.565626859664917,1 8 | 512 MB,temporal,1.02 GB,cheyenne,2,climatology,0.8777322769165039,1 9 | 512 MB,temporal,1.02 GB,cheyenne,2,anomaly,1.3739724159240723,1 10 | 512 MB,auto,1.02 GB,cheyenne,2,temporal_mean,0.6156165599822998,1 11 | 512 MB,auto,1.02 GB,cheyenne,2,spatial_mean,0.6045591831207275,1 12 | 512 MB,auto,1.02 GB,cheyenne,2,climatology,0.9078075885772705,1 13 | 512 MB,auto,1.02 GB,cheyenne,2,anomaly,1.4051904678344727,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2229.43_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,2.05 GB,cheyenne,4,temporal_mean,0.636176347732544,1 3 | 512 MB,spatial,2.05 GB,cheyenne,4,spatial_mean,0.6017968654632568,1 4 | 512 MB,spatial,2.05 GB,cheyenne,4,climatology,0.880072832107544,1 5 | 512 MB,spatial,2.05 GB,cheyenne,4,anomaly,1.3937296867370605,1 6 | 512 MB,temporal,2.05 GB,cheyenne,4,temporal_mean,0.6290030479431152,1 7 | 512 MB,temporal,2.05 GB,cheyenne,4,spatial_mean,0.5885615348815918,1 8 | 512 MB,temporal,2.05 GB,cheyenne,4,climatology,0.8777809143066406,1 9 | 512 MB,temporal,2.05 GB,cheyenne,4,anomaly,1.3762598037719727,1 10 | 512 MB,auto,2.05 GB,cheyenne,4,temporal_mean,0.6349775791168213,1 11 | 512 MB,auto,2.05 GB,cheyenne,4,spatial_mean,0.5906920433044434,1 12 | 512 MB,auto,2.05 GB,cheyenne,4,climatology,0.9013051986694336,1 13 | 512 MB,auto,2.05 GB,cheyenne,4,anomaly,1.3847219944000244,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2230.58_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,4.10 GB,cheyenne,8,temporal_mean,0.6824164390563965,1 3 | 512 MB,spatial,4.10 GB,cheyenne,8,spatial_mean,0.6878001689910889,1 4 | 512 MB,spatial,4.10 GB,cheyenne,8,climatology,1.0519499778747559,1 5 | 512 MB,spatial,4.10 GB,cheyenne,8,anomaly,1.6968228816986084,1 6 | 512 MB,temporal,4.10 GB,cheyenne,8,temporal_mean,0.6724677085876465,1 7 | 512 MB,temporal,4.10 GB,cheyenne,8,spatial_mean,0.6027088165283203,1 8 | 512 MB,temporal,4.10 GB,cheyenne,8,climatology,0.9732027053833008,1 9 | 512 MB,temporal,4.10 GB,cheyenne,8,anomaly,1.5700678825378418,1 10 | 512 MB,auto,4.10 GB,cheyenne,8,temporal_mean,1.0116267204284668,1 11 | 512 MB,auto,4.10 GB,cheyenne,8,spatial_mean,0.9445657730102539,1 12 | 512 MB,auto,4.10 GB,cheyenne,8,climatology,1.4757936000823975,1 13 | 512 MB,auto,4.10 GB,cheyenne,8,anomaly,3.0873708724975586,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2232.03_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,1.02 GB,cheyenne,1,temporal_mean,0.7211344242095947,2 3 | 512 MB,spatial,1.02 GB,cheyenne,1,spatial_mean,0.6574444770812988,2 4 | 512 MB,spatial,1.02 GB,cheyenne,1,climatology,0.9798932075500488,2 5 | 512 MB,spatial,1.02 GB,cheyenne,1,anomaly,1.4857351779937744,2 6 | 512 MB,temporal,1.02 GB,cheyenne,1,temporal_mean,0.6398465633392334,2 7 | 512 MB,temporal,1.02 GB,cheyenne,1,spatial_mean,0.598198652267456,2 8 | 512 MB,temporal,1.02 GB,cheyenne,1,climatology,0.9049389362335205,2 9 | 512 MB,temporal,1.02 GB,cheyenne,1,anomaly,1.5149142742156982,2 10 | 512 MB,auto,1.02 GB,cheyenne,1,temporal_mean,0.6461195945739746,2 11 | 512 MB,auto,1.02 GB,cheyenne,1,spatial_mean,0.6140170097351074,2 12 | 512 MB,auto,1.02 GB,cheyenne,1,climatology,0.8990211486816406,2 13 | 512 MB,auto,1.02 GB,cheyenne,1,anomaly,1.4204216003417969,2 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2233.06_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,2.05 GB,cheyenne,2,temporal_mean,0.6584067344665527,2 3 | 512 MB,spatial,2.05 GB,cheyenne,2,spatial_mean,0.6380956172943115,2 4 | 512 MB,spatial,2.05 GB,cheyenne,2,climatology,0.8950400352478027,2 5 | 512 MB,spatial,2.05 GB,cheyenne,2,anomaly,1.4108378887176514,2 6 | 512 MB,temporal,2.05 GB,cheyenne,2,temporal_mean,0.6489460468292236,2 7 | 512 MB,temporal,2.05 GB,cheyenne,2,spatial_mean,0.5982084274291992,2 8 | 512 MB,temporal,2.05 GB,cheyenne,2,climatology,0.909076452255249,2 9 | 512 MB,temporal,2.05 GB,cheyenne,2,anomaly,1.4447684288024902,2 10 | 512 MB,auto,2.05 GB,cheyenne,2,temporal_mean,0.6587977409362793,2 11 | 512 MB,auto,2.05 GB,cheyenne,2,spatial_mean,0.5994312763214111,2 12 | 512 MB,auto,2.05 GB,cheyenne,2,climatology,1.0298528671264648,2 13 | 512 MB,auto,2.05 GB,cheyenne,2,anomaly,1.4440524578094482,2 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2234.03_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,4.10 GB,cheyenne,4,temporal_mean,0.6946444511413574,2 3 | 512 MB,spatial,4.10 GB,cheyenne,4,spatial_mean,0.6996276378631592,2 4 | 512 MB,spatial,4.10 GB,cheyenne,4,climatology,0.9969937801361084,2 5 | 512 MB,spatial,4.10 GB,cheyenne,4,anomaly,1.7027578353881836,2 6 | 512 MB,temporal,4.10 GB,cheyenne,4,temporal_mean,0.6688001155853271,2 7 | 512 MB,temporal,4.10 GB,cheyenne,4,spatial_mean,0.6040031909942627,2 8 | 512 MB,temporal,4.10 GB,cheyenne,4,climatology,0.9360756874084473,2 9 | 512 MB,temporal,4.10 GB,cheyenne,4,anomaly,1.4379866123199463,2 10 | 512 MB,auto,4.10 GB,cheyenne,4,temporal_mean,0.9970932006835938,2 11 | 512 MB,auto,4.10 GB,cheyenne,4,spatial_mean,0.9260993003845215,2 12 | 512 MB,auto,4.10 GB,cheyenne,4,climatology,1.490750789642334,2 13 | 512 MB,auto,4.10 GB,cheyenne,4,anomaly,2.3451895713806152,2 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2235.19_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,8.19 GB,cheyenne,8,temporal_mean,0.6206033229827881,2 3 | 512 MB,spatial,8.19 GB,cheyenne,8,spatial_mean,0.6329565048217773,2 4 | 512 MB,spatial,8.19 GB,cheyenne,8,climatology,0.9474301338195801,2 5 | 512 MB,spatial,8.19 GB,cheyenne,8,anomaly,3.082916736602783,2 6 | 512 MB,temporal,8.19 GB,cheyenne,8,temporal_mean,0.6706247329711914,2 7 | 512 MB,temporal,8.19 GB,cheyenne,8,spatial_mean,0.5879864692687988,2 8 | 512 MB,temporal,8.19 GB,cheyenne,8,climatology,0.9789648056030273,2 9 | 512 MB,temporal,8.19 GB,cheyenne,8,anomaly,1.7622194290161133,2 10 | 512 MB,auto,8.19 GB,cheyenne,8,temporal_mean,1.039963722229004,2 11 | 512 MB,auto,8.19 GB,cheyenne,8,spatial_mean,0.9748876094818115,2 12 | 512 MB,auto,8.19 GB,cheyenne,8,climatology,1.6068973541259766,2 13 | 512 MB,auto,8.19 GB,cheyenne,8,anomaly,2.6189255714416504,2 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2236.20_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,2.05 GB,cheyenne,1,temporal_mean,0.629828929901123,4 3 | 512 MB,spatial,2.05 GB,cheyenne,1,spatial_mean,0.609630823135376,4 4 | 512 MB,spatial,2.05 GB,cheyenne,1,climatology,1.1864345073699951,4 5 | 512 MB,spatial,2.05 GB,cheyenne,1,anomaly,1.6485466957092285,4 6 | 512 MB,temporal,2.05 GB,cheyenne,1,temporal_mean,0.6504578590393066,4 7 | 512 MB,temporal,2.05 GB,cheyenne,1,spatial_mean,0.5996203422546387,4 8 | 512 MB,temporal,2.05 GB,cheyenne,1,climatology,0.9328241348266602,4 9 | 512 MB,temporal,2.05 GB,cheyenne,1,anomaly,1.4432454109191895,4 10 | 512 MB,auto,2.05 GB,cheyenne,1,temporal_mean,0.6424791812896729,4 11 | 512 MB,auto,2.05 GB,cheyenne,1,spatial_mean,0.6000173091888428,4 12 | 512 MB,auto,2.05 GB,cheyenne,1,climatology,0.9026072025299072,4 13 | 512 MB,auto,2.05 GB,cheyenne,1,anomaly,1.544414758682251,4 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2237.31_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,4.10 GB,cheyenne,2,temporal_mean,0.6665794849395752,4 3 | 512 MB,spatial,4.10 GB,cheyenne,2,spatial_mean,0.6696891784667969,4 4 | 512 MB,spatial,4.10 GB,cheyenne,2,climatology,0.9693682193756104,4 5 | 512 MB,spatial,4.10 GB,cheyenne,2,anomaly,1.6882922649383545,4 6 | 512 MB,temporal,4.10 GB,cheyenne,2,temporal_mean,0.8073768615722656,4 7 | 512 MB,temporal,4.10 GB,cheyenne,2,spatial_mean,0.623272180557251,4 8 | 512 MB,temporal,4.10 GB,cheyenne,2,climatology,0.9912052154541016,4 9 | 512 MB,temporal,4.10 GB,cheyenne,2,anomaly,1.5843071937561035,4 10 | 512 MB,auto,4.10 GB,cheyenne,2,temporal_mean,1.0393915176391602,4 11 | 512 MB,auto,4.10 GB,cheyenne,2,spatial_mean,0.9860787391662598,4 12 | 512 MB,auto,4.10 GB,cheyenne,2,climatology,1.5564582347869873,4 13 | 512 MB,auto,4.10 GB,cheyenne,2,anomaly,2.4803385734558105,4 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2238.39_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,8.19 GB,cheyenne,4,global_mean,0.630495548248291,4 3 | 512 MB,spatial,8.19 GB,cheyenne,4,spatial_mean,0.6482377052307129,4 4 | 512 MB,spatial,8.19 GB,cheyenne,4,climatology,0.9579870700836182,4 5 | 512 MB,spatial,8.19 GB,cheyenne,4,anomaly,2.079317092895508,4 6 | 512 MB,temporal,8.19 GB,cheyenne,4,global_mean,0.6472551822662354,4 7 | 512 MB,temporal,8.19 GB,cheyenne,4,spatial_mean,0.5741088390350342,4 8 | 512 MB,temporal,8.19 GB,cheyenne,4,climatology,1.0613515377044678,4 9 | 512 MB,temporal,8.19 GB,cheyenne,4,anomaly,1.5831809043884277,4 10 | 512 MB,auto,8.19 GB,cheyenne,4,global_mean,1.111598014831543,4 11 | 512 MB,auto,8.19 GB,cheyenne,4,spatial_mean,1.0353062152862549,4 12 | 512 MB,auto,8.19 GB,cheyenne,4,climatology,1.6302051544189453,4 13 | 512 MB,auto,8.19 GB,cheyenne,4,anomaly,2.690617084503174,4 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2256.33_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,16.38 GB,cheyenne,8,temporal_mean,0.7242457866668701,4 3 | 512 MB,spatial,16.38 GB,cheyenne,8,spatial_mean,0.7467193603515625,4 4 | 512 MB,spatial,16.38 GB,cheyenne,8,climatology,1.163926124572754,4 5 | 512 MB,spatial,16.38 GB,cheyenne,8,anomaly,4.780229568481445,4 6 | 512 MB,temporal,16.38 GB,cheyenne,8,temporal_mean,0.7033092975616455,4 7 | 512 MB,temporal,16.38 GB,cheyenne,8,spatial_mean,0.6210107803344727,4 8 | 512 MB,temporal,16.38 GB,cheyenne,8,climatology,1.0655691623687744,4 9 | 512 MB,temporal,16.38 GB,cheyenne,8,anomaly,1.9927937984466553,4 10 | 512 MB,auto,16.38 GB,cheyenne,8,temporal_mean,0.6845858097076416,4 11 | 512 MB,auto,16.38 GB,cheyenne,8,spatial_mean,0.6152195930480957,4 12 | 512 MB,auto,16.38 GB,cheyenne,8,climatology,1.0636935234069824,4 13 | 512 MB,auto,16.38 GB,cheyenne,8,anomaly,1.9441049098968506,4 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2257.36_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,4.10 GB,cheyenne,1,temporal_mean,0.7247328758239746,8 3 | 512 MB,spatial,4.10 GB,cheyenne,1,spatial_mean,0.7978794574737549,8 4 | 512 MB,spatial,4.10 GB,cheyenne,1,climatology,1.0493617057800293,8 5 | 512 MB,spatial,4.10 GB,cheyenne,1,anomaly,1.913097620010376,8 6 | 512 MB,temporal,4.10 GB,cheyenne,1,temporal_mean,0.7196271419525146,8 7 | 512 MB,temporal,4.10 GB,cheyenne,1,spatial_mean,0.650954008102417,8 8 | 512 MB,temporal,4.10 GB,cheyenne,1,climatology,1.027836561203003,8 9 | 512 MB,temporal,4.10 GB,cheyenne,1,anomaly,2.0995712280273438,8 10 | 512 MB,auto,4.10 GB,cheyenne,1,temporal_mean,1.0862081050872803,8 11 | 512 MB,auto,4.10 GB,cheyenne,1,spatial_mean,1.0059332847595215,8 12 | 512 MB,auto,4.10 GB,cheyenne,1,climatology,1.6333611011505127,8 13 | 512 MB,auto,4.10 GB,cheyenne,1,anomaly,2.638059377670288,8 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2259.00_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,8.19 GB,cheyenne,2,temporal_mean,0.6613233089447021,8 3 | 512 MB,spatial,8.19 GB,cheyenne,2,spatial_mean,0.8894600868225098,8 4 | 512 MB,spatial,8.19 GB,cheyenne,2,climatology,1.0046417713165283,8 5 | 512 MB,spatial,8.19 GB,cheyenne,2,anomaly,2.042489767074585,8 6 | 512 MB,temporal,8.19 GB,cheyenne,2,temporal_mean,0.6836469173431396,8 7 | 512 MB,temporal,8.19 GB,cheyenne,2,spatial_mean,0.6115927696228027,8 8 | 512 MB,temporal,8.19 GB,cheyenne,2,climatology,1.0244503021240234,8 9 | 512 MB,temporal,8.19 GB,cheyenne,2,anomaly,1.6979920864105225,8 10 | 512 MB,auto,8.19 GB,cheyenne,2,temporal_mean,1.0962398052215576,8 11 | 512 MB,auto,8.19 GB,cheyenne,2,spatial_mean,1.0101909637451172,8 12 | 512 MB,auto,8.19 GB,cheyenne,2,climatology,1.6705117225646973,8 13 | 512 MB,auto,8.19 GB,cheyenne,2,anomaly,2.743591785430908,8 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2300.12_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,16.38 GB,cheyenne,4,temporal_mean,0.8369235992431641,8 3 | 512 MB,spatial,16.38 GB,cheyenne,4,spatial_mean,0.8746440410614014,8 4 | 512 MB,spatial,16.38 GB,cheyenne,4,climatology,1.2791574001312256,8 5 | 512 MB,spatial,16.38 GB,cheyenne,4,anomaly,5.381747245788574,8 6 | 512 MB,temporal,16.38 GB,cheyenne,4,temporal_mean,0.7787594795227051,8 7 | 512 MB,temporal,16.38 GB,cheyenne,4,spatial_mean,0.6741688251495361,8 8 | 512 MB,temporal,16.38 GB,cheyenne,4,climatology,1.112710952758789,8 9 | 512 MB,temporal,16.38 GB,cheyenne,4,anomaly,2.1280455589294434,8 10 | 512 MB,auto,16.38 GB,cheyenne,4,temporal_mean,0.723682165145874,8 11 | 512 MB,auto,16.38 GB,cheyenne,4,spatial_mean,0.6452651023864746,8 12 | 512 MB,auto,16.38 GB,cheyenne,4,climatology,1.1148335933685303,8 13 | 512 MB,auto,16.38 GB,cheyenne,4,anomaly,1.9861505031585693,8 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2301.54_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,32.77 GB,cheyenne,8,temporal_mean,0.7533578872680664,8 3 | 512 MB,spatial,32.77 GB,cheyenne,8,spatial_mean,0.9296553134918213,8 4 | 512 MB,spatial,32.77 GB,cheyenne,8,climatology,1.3919878005981445,8 5 | 512 MB,spatial,32.77 GB,cheyenne,8,anomaly,21.2319974899292,8 6 | 512 MB,temporal,32.77 GB,cheyenne,8,temporal_mean,0.8547952175140381,8 7 | 512 MB,temporal,32.77 GB,cheyenne,8,spatial_mean,0.8074502944946289,8 8 | 512 MB,temporal,32.77 GB,cheyenne,8,climatology,3.8058836460113525,8 9 | 512 MB,temporal,32.77 GB,cheyenne,8,anomaly,2.4337375164031982,8 10 | 512 MB,auto,32.77 GB,cheyenne,8,temporal_mean,0.7862720489501953,8 11 | 512 MB,auto,32.77 GB,cheyenne,8,spatial_mean,0.7104277610778809,8 12 | 512 MB,auto,32.77 GB,cheyenne,8,climatology,1.382413625717163,8 13 | 512 MB,auto,32.77 GB,cheyenne,8,anomaly,2.321831226348877,8 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2303.03_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,512.17 MB,cheyenne,1,temporal_mean,0.6441993713378906,1 3 | 512 MB,spatial,512.17 MB,cheyenne,1,spatial_mean,0.5916359424591064,1 4 | 512 MB,spatial,512.17 MB,cheyenne,1,climatology,0.8880538940429688,1 5 | 512 MB,spatial,512.17 MB,cheyenne,1,anomaly,1.3453474044799805,1 6 | 512 MB,temporal,512.17 MB,cheyenne,1,temporal_mean,0.6116409301757812,1 7 | 512 MB,temporal,512.17 MB,cheyenne,1,spatial_mean,0.5779204368591309,1 8 | 512 MB,temporal,512.17 MB,cheyenne,1,climatology,0.8700582981109619,1 9 | 512 MB,temporal,512.17 MB,cheyenne,1,anomaly,1.3637185096740723,1 10 | 512 MB,auto,512.17 MB,cheyenne,1,temporal_mean,0.5962350368499756,1 11 | 512 MB,auto,512.17 MB,cheyenne,1,spatial_mean,0.5725655555725098,1 12 | 512 MB,auto,512.17 MB,cheyenne,1,climatology,0.8425483703613281,1 13 | 512 MB,auto,512.17 MB,cheyenne,1,anomaly,1.3410396575927734,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2303.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,1.02 GB,cheyenne,2,temporal_mean,0.6420993804931641,1 3 | 512 MB,spatial,1.02 GB,cheyenne,2,spatial_mean,0.6169495582580566,1 4 | 512 MB,spatial,1.02 GB,cheyenne,2,climatology,0.8788797855377197,1 5 | 512 MB,spatial,1.02 GB,cheyenne,2,anomaly,1.356870174407959,1 6 | 512 MB,temporal,1.02 GB,cheyenne,2,temporal_mean,0.623568058013916,1 7 | 512 MB,temporal,1.02 GB,cheyenne,2,spatial_mean,0.582834005355835,1 8 | 512 MB,temporal,1.02 GB,cheyenne,2,climatology,0.8761482238769531,1 9 | 512 MB,temporal,1.02 GB,cheyenne,2,anomaly,1.3900539875030518,1 10 | 512 MB,auto,1.02 GB,cheyenne,2,temporal_mean,0.6171064376831055,1 11 | 512 MB,auto,1.02 GB,cheyenne,2,spatial_mean,0.5843846797943115,1 12 | 512 MB,auto,1.02 GB,cheyenne,2,climatology,0.8770575523376465,1 13 | 512 MB,auto,1.02 GB,cheyenne,2,anomaly,1.3776495456695557,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2304.54_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,2.05 GB,cheyenne,4,temporal_mean,0.6445698738098145,1 3 | 512 MB,spatial,2.05 GB,cheyenne,4,spatial_mean,0.6235048770904541,1 4 | 512 MB,spatial,2.05 GB,cheyenne,4,climatology,0.8830289840698242,1 5 | 512 MB,spatial,2.05 GB,cheyenne,4,anomaly,1.402310848236084,1 6 | 512 MB,temporal,2.05 GB,cheyenne,4,temporal_mean,0.6619107723236084,1 7 | 512 MB,temporal,2.05 GB,cheyenne,4,spatial_mean,0.5843613147735596,1 8 | 512 MB,temporal,2.05 GB,cheyenne,4,climatology,0.8950362205505371,1 9 | 512 MB,temporal,2.05 GB,cheyenne,4,anomaly,1.3910388946533203,1 10 | 512 MB,auto,2.05 GB,cheyenne,4,temporal_mean,0.6210386753082275,1 11 | 512 MB,auto,2.05 GB,cheyenne,4,spatial_mean,0.5744242668151855,1 12 | 512 MB,auto,2.05 GB,cheyenne,4,climatology,0.8809762001037598,1 13 | 512 MB,auto,2.05 GB,cheyenne,4,anomaly,1.3871798515319824,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2306.09_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,4.10 GB,cheyenne,8,temporal_mean,0.6760396957397461,1 3 | 512 MB,spatial,4.10 GB,cheyenne,8,spatial_mean,0.7061426639556885,1 4 | 512 MB,spatial,4.10 GB,cheyenne,8,climatology,1.2525453567504883,1 5 | 512 MB,spatial,4.10 GB,cheyenne,8,anomaly,1.7842435836791992,1 6 | 512 MB,temporal,4.10 GB,cheyenne,8,temporal_mean,0.6520378589630127,1 7 | 512 MB,temporal,4.10 GB,cheyenne,8,spatial_mean,0.5829262733459473,1 8 | 512 MB,temporal,4.10 GB,cheyenne,8,climatology,0.9253935813903809,1 9 | 512 MB,temporal,4.10 GB,cheyenne,8,anomaly,1.4890892505645752,1 10 | 512 MB,auto,4.10 GB,cheyenne,8,temporal_mean,0.9973292350769043,1 11 | 512 MB,auto,4.10 GB,cheyenne,8,spatial_mean,0.9313797950744629,1 12 | 512 MB,auto,4.10 GB,cheyenne,8,climatology,1.5211374759674072,1 13 | 512 MB,auto,4.10 GB,cheyenne,8,anomaly,2.82909893989563,1 14 | -------------------------------------------------------------------------------- /results/cheyenne/2019-05-22/compute_study_2019-05-22_2307.13_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,spatial,1.02 GB,cheyenne,1,temporal_mean,0.7536094188690186,2 3 | 512 MB,spatial,1.02 GB,cheyenne,1,spatial_mean,0.6967606544494629,2 4 | 512 MB,spatial,1.02 GB,cheyenne,1,climatology,0.9739067554473877,2 5 | 512 MB,spatial,1.02 GB,cheyenne,1,anomaly,1.4928977489471436,2 6 | 512 MB,temporal,1.02 GB,cheyenne,1,temporal_mean,0.6253681182861328,2 7 | 512 MB,temporal,1.02 GB,cheyenne,1,spatial_mean,0.5814032554626465,2 8 | 512 MB,temporal,1.02 GB,cheyenne,1,climatology,0.9108178615570068,2 9 | 512 MB,temporal,1.02 GB,cheyenne,1,anomaly,1.493887186050415,2 10 | 512 MB,auto,1.02 GB,cheyenne,1,temporal_mean,0.6583118438720703,2 11 | 512 MB,auto,1.02 GB,cheyenne,1,spatial_mean,0.6191191673278809,2 12 | 512 MB,auto,1.02 GB,cheyenne,1,climatology,0.9016950130462646,2 13 | 512 MB,auto,1.02 GB,cheyenne,1,anomaly,1.4353265762329102,2 14 | -------------------------------------------------------------------------------- /results/clean: -------------------------------------------------------------------------------- 1 | #!/bin/sh 2 | for idx in cheyenne hal24 ;do 3 | find $idx -type d |xargs -I dir mkdir 'clean-'dir 4 | for i in `ls -1 $idx/*/*.csv `;do 5 | newfile='clean-'${i} 6 | echo "=== ${i},$newfile" 7 | (head -n +1 ${i} && tail -n +2 ${i} | sort ) |uniq > ${newfile} 8 | #exit 9 | done 10 | done 11 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2224.27_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,512.17 MB,cheyenne,1,anomaly,1.3182713985443115,1 3 | 512 MB,auto,512.17 MB,cheyenne,1,climatology,0.8252301216125488,1 4 | 512 MB,auto,512.17 MB,cheyenne,1,spatial_mean,0.5626261234283447,1 5 | 512 MB,auto,512.17 MB,cheyenne,1,temporal_mean,0.5882670879364014,1 6 | 512 MB,spatial,512.17 MB,cheyenne,1,anomaly,1.344268798828125,1 7 | 512 MB,spatial,512.17 MB,cheyenne,1,climatology,0.949582576751709,1 8 | 512 MB,spatial,512.17 MB,cheyenne,1,spatial_mean,0.5852322578430176,1 9 | 512 MB,spatial,512.17 MB,cheyenne,1,temporal_mean,0.6178956031799316,1 10 | 512 MB,temporal,512.17 MB,cheyenne,1,anomaly,1.321392297744751,1 11 | 512 MB,temporal,512.17 MB,cheyenne,1,climatology,0.8379201889038086,1 12 | 512 MB,temporal,512.17 MB,cheyenne,1,spatial_mean,0.559837818145752,1 13 | 512 MB,temporal,512.17 MB,cheyenne,1,temporal_mean,0.5913867950439453,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2225.39_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,1.02 GB,cheyenne,2,anomaly,1.4051904678344727,1 3 | 512 MB,auto,1.02 GB,cheyenne,2,climatology,0.9078075885772705,1 4 | 512 MB,auto,1.02 GB,cheyenne,2,spatial_mean,0.6045591831207275,1 5 | 512 MB,auto,1.02 GB,cheyenne,2,temporal_mean,0.6156165599822998,1 6 | 512 MB,spatial,1.02 GB,cheyenne,2,anomaly,1.3094990253448486,1 7 | 512 MB,spatial,1.02 GB,cheyenne,2,climatology,0.8511862754821777,1 8 | 512 MB,spatial,1.02 GB,cheyenne,2,spatial_mean,0.5950899124145508,1 9 | 512 MB,spatial,1.02 GB,cheyenne,2,temporal_mean,0.6165144443511963,1 10 | 512 MB,temporal,1.02 GB,cheyenne,2,anomaly,1.3739724159240723,1 11 | 512 MB,temporal,1.02 GB,cheyenne,2,climatology,0.8777322769165039,1 12 | 512 MB,temporal,1.02 GB,cheyenne,2,spatial_mean,0.565626859664917,1 13 | 512 MB,temporal,1.02 GB,cheyenne,2,temporal_mean,0.6413991451263428,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2229.43_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,2.05 GB,cheyenne,4,anomaly,1.3847219944000244,1 3 | 512 MB,auto,2.05 GB,cheyenne,4,climatology,0.9013051986694336,1 4 | 512 MB,auto,2.05 GB,cheyenne,4,spatial_mean,0.5906920433044434,1 5 | 512 MB,auto,2.05 GB,cheyenne,4,temporal_mean,0.6349775791168213,1 6 | 512 MB,spatial,2.05 GB,cheyenne,4,anomaly,1.3937296867370605,1 7 | 512 MB,spatial,2.05 GB,cheyenne,4,climatology,0.880072832107544,1 8 | 512 MB,spatial,2.05 GB,cheyenne,4,spatial_mean,0.6017968654632568,1 9 | 512 MB,spatial,2.05 GB,cheyenne,4,temporal_mean,0.636176347732544,1 10 | 512 MB,temporal,2.05 GB,cheyenne,4,anomaly,1.3762598037719727,1 11 | 512 MB,temporal,2.05 GB,cheyenne,4,climatology,0.8777809143066406,1 12 | 512 MB,temporal,2.05 GB,cheyenne,4,spatial_mean,0.5885615348815918,1 13 | 512 MB,temporal,2.05 GB,cheyenne,4,temporal_mean,0.6290030479431152,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2230.58_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,4.10 GB,cheyenne,8,anomaly,3.0873708724975586,1 3 | 512 MB,auto,4.10 GB,cheyenne,8,climatology,1.4757936000823975,1 4 | 512 MB,auto,4.10 GB,cheyenne,8,spatial_mean,0.9445657730102539,1 5 | 512 MB,auto,4.10 GB,cheyenne,8,temporal_mean,1.0116267204284668,1 6 | 512 MB,spatial,4.10 GB,cheyenne,8,anomaly,1.6968228816986084,1 7 | 512 MB,spatial,4.10 GB,cheyenne,8,climatology,1.0519499778747559,1 8 | 512 MB,spatial,4.10 GB,cheyenne,8,spatial_mean,0.6878001689910889,1 9 | 512 MB,spatial,4.10 GB,cheyenne,8,temporal_mean,0.6824164390563965,1 10 | 512 MB,temporal,4.10 GB,cheyenne,8,anomaly,1.5700678825378418,1 11 | 512 MB,temporal,4.10 GB,cheyenne,8,climatology,0.9732027053833008,1 12 | 512 MB,temporal,4.10 GB,cheyenne,8,spatial_mean,0.6027088165283203,1 13 | 512 MB,temporal,4.10 GB,cheyenne,8,temporal_mean,0.6724677085876465,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2232.03_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,1.02 GB,cheyenne,1,anomaly,1.4204216003417969,2 3 | 512 MB,auto,1.02 GB,cheyenne,1,climatology,0.8990211486816406,2 4 | 512 MB,auto,1.02 GB,cheyenne,1,spatial_mean,0.6140170097351074,2 5 | 512 MB,auto,1.02 GB,cheyenne,1,temporal_mean,0.6461195945739746,2 6 | 512 MB,spatial,1.02 GB,cheyenne,1,anomaly,1.4857351779937744,2 7 | 512 MB,spatial,1.02 GB,cheyenne,1,climatology,0.9798932075500488,2 8 | 512 MB,spatial,1.02 GB,cheyenne,1,spatial_mean,0.6574444770812988,2 9 | 512 MB,spatial,1.02 GB,cheyenne,1,temporal_mean,0.7211344242095947,2 10 | 512 MB,temporal,1.02 GB,cheyenne,1,anomaly,1.5149142742156982,2 11 | 512 MB,temporal,1.02 GB,cheyenne,1,climatology,0.9049389362335205,2 12 | 512 MB,temporal,1.02 GB,cheyenne,1,spatial_mean,0.598198652267456,2 13 | 512 MB,temporal,1.02 GB,cheyenne,1,temporal_mean,0.6398465633392334,2 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2233.06_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,2.05 GB,cheyenne,2,anomaly,1.4440524578094482,2 3 | 512 MB,auto,2.05 GB,cheyenne,2,climatology,1.0298528671264648,2 4 | 512 MB,auto,2.05 GB,cheyenne,2,spatial_mean,0.5994312763214111,2 5 | 512 MB,auto,2.05 GB,cheyenne,2,temporal_mean,0.6587977409362793,2 6 | 512 MB,spatial,2.05 GB,cheyenne,2,anomaly,1.4108378887176514,2 7 | 512 MB,spatial,2.05 GB,cheyenne,2,climatology,0.8950400352478027,2 8 | 512 MB,spatial,2.05 GB,cheyenne,2,spatial_mean,0.6380956172943115,2 9 | 512 MB,spatial,2.05 GB,cheyenne,2,temporal_mean,0.6584067344665527,2 10 | 512 MB,temporal,2.05 GB,cheyenne,2,anomaly,1.4447684288024902,2 11 | 512 MB,temporal,2.05 GB,cheyenne,2,climatology,0.909076452255249,2 12 | 512 MB,temporal,2.05 GB,cheyenne,2,spatial_mean,0.5982084274291992,2 13 | 512 MB,temporal,2.05 GB,cheyenne,2,temporal_mean,0.6489460468292236,2 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2234.03_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,4.10 GB,cheyenne,4,anomaly,2.3451895713806152,2 3 | 512 MB,auto,4.10 GB,cheyenne,4,climatology,1.490750789642334,2 4 | 512 MB,auto,4.10 GB,cheyenne,4,spatial_mean,0.9260993003845215,2 5 | 512 MB,auto,4.10 GB,cheyenne,4,temporal_mean,0.9970932006835938,2 6 | 512 MB,spatial,4.10 GB,cheyenne,4,anomaly,1.7027578353881836,2 7 | 512 MB,spatial,4.10 GB,cheyenne,4,climatology,0.9969937801361084,2 8 | 512 MB,spatial,4.10 GB,cheyenne,4,spatial_mean,0.6996276378631592,2 9 | 512 MB,spatial,4.10 GB,cheyenne,4,temporal_mean,0.6946444511413574,2 10 | 512 MB,temporal,4.10 GB,cheyenne,4,anomaly,1.4379866123199463,2 11 | 512 MB,temporal,4.10 GB,cheyenne,4,climatology,0.9360756874084473,2 12 | 512 MB,temporal,4.10 GB,cheyenne,4,spatial_mean,0.6040031909942627,2 13 | 512 MB,temporal,4.10 GB,cheyenne,4,temporal_mean,0.6688001155853271,2 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2235.19_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,8.19 GB,cheyenne,8,anomaly,2.6189255714416504,2 3 | 512 MB,auto,8.19 GB,cheyenne,8,climatology,1.6068973541259766,2 4 | 512 MB,auto,8.19 GB,cheyenne,8,spatial_mean,0.9748876094818115,2 5 | 512 MB,auto,8.19 GB,cheyenne,8,temporal_mean,1.039963722229004,2 6 | 512 MB,spatial,8.19 GB,cheyenne,8,anomaly,3.082916736602783,2 7 | 512 MB,spatial,8.19 GB,cheyenne,8,climatology,0.9474301338195801,2 8 | 512 MB,spatial,8.19 GB,cheyenne,8,spatial_mean,0.6329565048217773,2 9 | 512 MB,spatial,8.19 GB,cheyenne,8,temporal_mean,0.6206033229827881,2 10 | 512 MB,temporal,8.19 GB,cheyenne,8,anomaly,1.7622194290161133,2 11 | 512 MB,temporal,8.19 GB,cheyenne,8,climatology,0.9789648056030273,2 12 | 512 MB,temporal,8.19 GB,cheyenne,8,spatial_mean,0.5879864692687988,2 13 | 512 MB,temporal,8.19 GB,cheyenne,8,temporal_mean,0.6706247329711914,2 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2236.20_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,2.05 GB,cheyenne,1,anomaly,1.544414758682251,4 3 | 512 MB,auto,2.05 GB,cheyenne,1,climatology,0.9026072025299072,4 4 | 512 MB,auto,2.05 GB,cheyenne,1,spatial_mean,0.6000173091888428,4 5 | 512 MB,auto,2.05 GB,cheyenne,1,temporal_mean,0.6424791812896729,4 6 | 512 MB,spatial,2.05 GB,cheyenne,1,anomaly,1.6485466957092285,4 7 | 512 MB,spatial,2.05 GB,cheyenne,1,climatology,1.1864345073699951,4 8 | 512 MB,spatial,2.05 GB,cheyenne,1,spatial_mean,0.609630823135376,4 9 | 512 MB,spatial,2.05 GB,cheyenne,1,temporal_mean,0.629828929901123,4 10 | 512 MB,temporal,2.05 GB,cheyenne,1,anomaly,1.4432454109191895,4 11 | 512 MB,temporal,2.05 GB,cheyenne,1,climatology,0.9328241348266602,4 12 | 512 MB,temporal,2.05 GB,cheyenne,1,spatial_mean,0.5996203422546387,4 13 | 512 MB,temporal,2.05 GB,cheyenne,1,temporal_mean,0.6504578590393066,4 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2237.31_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,4.10 GB,cheyenne,2,anomaly,2.4803385734558105,4 3 | 512 MB,auto,4.10 GB,cheyenne,2,climatology,1.5564582347869873,4 4 | 512 MB,auto,4.10 GB,cheyenne,2,spatial_mean,0.9860787391662598,4 5 | 512 MB,auto,4.10 GB,cheyenne,2,temporal_mean,1.0393915176391602,4 6 | 512 MB,spatial,4.10 GB,cheyenne,2,anomaly,1.6882922649383545,4 7 | 512 MB,spatial,4.10 GB,cheyenne,2,climatology,0.9693682193756104,4 8 | 512 MB,spatial,4.10 GB,cheyenne,2,spatial_mean,0.6696891784667969,4 9 | 512 MB,spatial,4.10 GB,cheyenne,2,temporal_mean,0.6665794849395752,4 10 | 512 MB,temporal,4.10 GB,cheyenne,2,anomaly,1.5843071937561035,4 11 | 512 MB,temporal,4.10 GB,cheyenne,2,climatology,0.9912052154541016,4 12 | 512 MB,temporal,4.10 GB,cheyenne,2,spatial_mean,0.623272180557251,4 13 | 512 MB,temporal,4.10 GB,cheyenne,2,temporal_mean,0.8073768615722656,4 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2238.39_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,8.19 GB,cheyenne,4,anomaly,2.690617084503174,4 3 | 512 MB,auto,8.19 GB,cheyenne,4,climatology,1.6302051544189453,4 4 | 512 MB,auto,8.19 GB,cheyenne,4,global_mean,1.111598014831543,4 5 | 512 MB,auto,8.19 GB,cheyenne,4,spatial_mean,1.0353062152862549,4 6 | 512 MB,spatial,8.19 GB,cheyenne,4,anomaly,2.079317092895508,4 7 | 512 MB,spatial,8.19 GB,cheyenne,4,climatology,0.9579870700836182,4 8 | 512 MB,spatial,8.19 GB,cheyenne,4,global_mean,0.630495548248291,4 9 | 512 MB,spatial,8.19 GB,cheyenne,4,spatial_mean,0.6482377052307129,4 10 | 512 MB,temporal,8.19 GB,cheyenne,4,anomaly,1.5831809043884277,4 11 | 512 MB,temporal,8.19 GB,cheyenne,4,climatology,1.0613515377044678,4 12 | 512 MB,temporal,8.19 GB,cheyenne,4,global_mean,0.6472551822662354,4 13 | 512 MB,temporal,8.19 GB,cheyenne,4,spatial_mean,0.5741088390350342,4 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2256.33_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,16.38 GB,cheyenne,8,anomaly,1.9441049098968506,4 3 | 512 MB,auto,16.38 GB,cheyenne,8,climatology,1.0636935234069824,4 4 | 512 MB,auto,16.38 GB,cheyenne,8,spatial_mean,0.6152195930480957,4 5 | 512 MB,auto,16.38 GB,cheyenne,8,temporal_mean,0.6845858097076416,4 6 | 512 MB,spatial,16.38 GB,cheyenne,8,anomaly,4.780229568481445,4 7 | 512 MB,spatial,16.38 GB,cheyenne,8,climatology,1.163926124572754,4 8 | 512 MB,spatial,16.38 GB,cheyenne,8,spatial_mean,0.7467193603515625,4 9 | 512 MB,spatial,16.38 GB,cheyenne,8,temporal_mean,0.7242457866668701,4 10 | 512 MB,temporal,16.38 GB,cheyenne,8,anomaly,1.9927937984466553,4 11 | 512 MB,temporal,16.38 GB,cheyenne,8,climatology,1.0655691623687744,4 12 | 512 MB,temporal,16.38 GB,cheyenne,8,spatial_mean,0.6210107803344727,4 13 | 512 MB,temporal,16.38 GB,cheyenne,8,temporal_mean,0.7033092975616455,4 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2257.36_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,4.10 GB,cheyenne,1,anomaly,2.638059377670288,8 3 | 512 MB,auto,4.10 GB,cheyenne,1,climatology,1.6333611011505127,8 4 | 512 MB,auto,4.10 GB,cheyenne,1,spatial_mean,1.0059332847595215,8 5 | 512 MB,auto,4.10 GB,cheyenne,1,temporal_mean,1.0862081050872803,8 6 | 512 MB,spatial,4.10 GB,cheyenne,1,anomaly,1.913097620010376,8 7 | 512 MB,spatial,4.10 GB,cheyenne,1,climatology,1.0493617057800293,8 8 | 512 MB,spatial,4.10 GB,cheyenne,1,spatial_mean,0.7978794574737549,8 9 | 512 MB,spatial,4.10 GB,cheyenne,1,temporal_mean,0.7247328758239746,8 10 | 512 MB,temporal,4.10 GB,cheyenne,1,anomaly,2.0995712280273438,8 11 | 512 MB,temporal,4.10 GB,cheyenne,1,climatology,1.027836561203003,8 12 | 512 MB,temporal,4.10 GB,cheyenne,1,spatial_mean,0.650954008102417,8 13 | 512 MB,temporal,4.10 GB,cheyenne,1,temporal_mean,0.7196271419525146,8 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2259.00_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,8.19 GB,cheyenne,2,anomaly,2.743591785430908,8 3 | 512 MB,auto,8.19 GB,cheyenne,2,climatology,1.6705117225646973,8 4 | 512 MB,auto,8.19 GB,cheyenne,2,spatial_mean,1.0101909637451172,8 5 | 512 MB,auto,8.19 GB,cheyenne,2,temporal_mean,1.0962398052215576,8 6 | 512 MB,spatial,8.19 GB,cheyenne,2,anomaly,2.042489767074585,8 7 | 512 MB,spatial,8.19 GB,cheyenne,2,climatology,1.0046417713165283,8 8 | 512 MB,spatial,8.19 GB,cheyenne,2,spatial_mean,0.8894600868225098,8 9 | 512 MB,spatial,8.19 GB,cheyenne,2,temporal_mean,0.6613233089447021,8 10 | 512 MB,temporal,8.19 GB,cheyenne,2,anomaly,1.6979920864105225,8 11 | 512 MB,temporal,8.19 GB,cheyenne,2,climatology,1.0244503021240234,8 12 | 512 MB,temporal,8.19 GB,cheyenne,2,spatial_mean,0.6115927696228027,8 13 | 512 MB,temporal,8.19 GB,cheyenne,2,temporal_mean,0.6836469173431396,8 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2300.12_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,16.38 GB,cheyenne,4,anomaly,1.9861505031585693,8 3 | 512 MB,auto,16.38 GB,cheyenne,4,climatology,1.1148335933685303,8 4 | 512 MB,auto,16.38 GB,cheyenne,4,spatial_mean,0.6452651023864746,8 5 | 512 MB,auto,16.38 GB,cheyenne,4,temporal_mean,0.723682165145874,8 6 | 512 MB,spatial,16.38 GB,cheyenne,4,anomaly,5.381747245788574,8 7 | 512 MB,spatial,16.38 GB,cheyenne,4,climatology,1.2791574001312256,8 8 | 512 MB,spatial,16.38 GB,cheyenne,4,spatial_mean,0.8746440410614014,8 9 | 512 MB,spatial,16.38 GB,cheyenne,4,temporal_mean,0.8369235992431641,8 10 | 512 MB,temporal,16.38 GB,cheyenne,4,anomaly,2.1280455589294434,8 11 | 512 MB,temporal,16.38 GB,cheyenne,4,climatology,1.112710952758789,8 12 | 512 MB,temporal,16.38 GB,cheyenne,4,spatial_mean,0.6741688251495361,8 13 | 512 MB,temporal,16.38 GB,cheyenne,4,temporal_mean,0.7787594795227051,8 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2301.54_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,32.77 GB,cheyenne,8,anomaly,2.321831226348877,8 3 | 512 MB,auto,32.77 GB,cheyenne,8,climatology,1.382413625717163,8 4 | 512 MB,auto,32.77 GB,cheyenne,8,spatial_mean,0.7104277610778809,8 5 | 512 MB,auto,32.77 GB,cheyenne,8,temporal_mean,0.7862720489501953,8 6 | 512 MB,spatial,32.77 GB,cheyenne,8,anomaly,21.2319974899292,8 7 | 512 MB,spatial,32.77 GB,cheyenne,8,climatology,1.3919878005981445,8 8 | 512 MB,spatial,32.77 GB,cheyenne,8,spatial_mean,0.9296553134918213,8 9 | 512 MB,spatial,32.77 GB,cheyenne,8,temporal_mean,0.7533578872680664,8 10 | 512 MB,temporal,32.77 GB,cheyenne,8,anomaly,2.4337375164031982,8 11 | 512 MB,temporal,32.77 GB,cheyenne,8,climatology,3.8058836460113525,8 12 | 512 MB,temporal,32.77 GB,cheyenne,8,spatial_mean,0.8074502944946289,8 13 | 512 MB,temporal,32.77 GB,cheyenne,8,temporal_mean,0.8547952175140381,8 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2303.03_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,512.17 MB,cheyenne,1,anomaly,1.3410396575927734,1 3 | 512 MB,auto,512.17 MB,cheyenne,1,climatology,0.8425483703613281,1 4 | 512 MB,auto,512.17 MB,cheyenne,1,spatial_mean,0.5725655555725098,1 5 | 512 MB,auto,512.17 MB,cheyenne,1,temporal_mean,0.5962350368499756,1 6 | 512 MB,spatial,512.17 MB,cheyenne,1,anomaly,1.3453474044799805,1 7 | 512 MB,spatial,512.17 MB,cheyenne,1,climatology,0.8880538940429688,1 8 | 512 MB,spatial,512.17 MB,cheyenne,1,spatial_mean,0.5916359424591064,1 9 | 512 MB,spatial,512.17 MB,cheyenne,1,temporal_mean,0.6441993713378906,1 10 | 512 MB,temporal,512.17 MB,cheyenne,1,anomaly,1.3637185096740723,1 11 | 512 MB,temporal,512.17 MB,cheyenne,1,climatology,0.8700582981109619,1 12 | 512 MB,temporal,512.17 MB,cheyenne,1,spatial_mean,0.5779204368591309,1 13 | 512 MB,temporal,512.17 MB,cheyenne,1,temporal_mean,0.6116409301757812,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2303.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,1.02 GB,cheyenne,2,anomaly,1.3776495456695557,1 3 | 512 MB,auto,1.02 GB,cheyenne,2,climatology,0.8770575523376465,1 4 | 512 MB,auto,1.02 GB,cheyenne,2,spatial_mean,0.5843846797943115,1 5 | 512 MB,auto,1.02 GB,cheyenne,2,temporal_mean,0.6171064376831055,1 6 | 512 MB,spatial,1.02 GB,cheyenne,2,anomaly,1.356870174407959,1 7 | 512 MB,spatial,1.02 GB,cheyenne,2,climatology,0.8788797855377197,1 8 | 512 MB,spatial,1.02 GB,cheyenne,2,spatial_mean,0.6169495582580566,1 9 | 512 MB,spatial,1.02 GB,cheyenne,2,temporal_mean,0.6420993804931641,1 10 | 512 MB,temporal,1.02 GB,cheyenne,2,anomaly,1.3900539875030518,1 11 | 512 MB,temporal,1.02 GB,cheyenne,2,climatology,0.8761482238769531,1 12 | 512 MB,temporal,1.02 GB,cheyenne,2,spatial_mean,0.582834005355835,1 13 | 512 MB,temporal,1.02 GB,cheyenne,2,temporal_mean,0.623568058013916,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2304.54_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,2.05 GB,cheyenne,4,anomaly,1.3871798515319824,1 3 | 512 MB,auto,2.05 GB,cheyenne,4,climatology,0.8809762001037598,1 4 | 512 MB,auto,2.05 GB,cheyenne,4,spatial_mean,0.5744242668151855,1 5 | 512 MB,auto,2.05 GB,cheyenne,4,temporal_mean,0.6210386753082275,1 6 | 512 MB,spatial,2.05 GB,cheyenne,4,anomaly,1.402310848236084,1 7 | 512 MB,spatial,2.05 GB,cheyenne,4,climatology,0.8830289840698242,1 8 | 512 MB,spatial,2.05 GB,cheyenne,4,spatial_mean,0.6235048770904541,1 9 | 512 MB,spatial,2.05 GB,cheyenne,4,temporal_mean,0.6445698738098145,1 10 | 512 MB,temporal,2.05 GB,cheyenne,4,anomaly,1.3910388946533203,1 11 | 512 MB,temporal,2.05 GB,cheyenne,4,climatology,0.8950362205505371,1 12 | 512 MB,temporal,2.05 GB,cheyenne,4,spatial_mean,0.5843613147735596,1 13 | 512 MB,temporal,2.05 GB,cheyenne,4,temporal_mean,0.6619107723236084,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2306.09_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,4.10 GB,cheyenne,8,anomaly,2.82909893989563,1 3 | 512 MB,auto,4.10 GB,cheyenne,8,climatology,1.5211374759674072,1 4 | 512 MB,auto,4.10 GB,cheyenne,8,spatial_mean,0.9313797950744629,1 5 | 512 MB,auto,4.10 GB,cheyenne,8,temporal_mean,0.9973292350769043,1 6 | 512 MB,spatial,4.10 GB,cheyenne,8,anomaly,1.7842435836791992,1 7 | 512 MB,spatial,4.10 GB,cheyenne,8,climatology,1.2525453567504883,1 8 | 512 MB,spatial,4.10 GB,cheyenne,8,spatial_mean,0.7061426639556885,1 9 | 512 MB,spatial,4.10 GB,cheyenne,8,temporal_mean,0.6760396957397461,1 10 | 512 MB,temporal,4.10 GB,cheyenne,8,anomaly,1.4890892505645752,1 11 | 512 MB,temporal,4.10 GB,cheyenne,8,climatology,0.9253935813903809,1 12 | 512 MB,temporal,4.10 GB,cheyenne,8,spatial_mean,0.5829262733459473,1 13 | 512 MB,temporal,4.10 GB,cheyenne,8,temporal_mean,0.6520378589630127,1 14 | -------------------------------------------------------------------------------- /results/clean-cheyenne/2019-05-22/compute_study_2019-05-22_2307.13_.csv: -------------------------------------------------------------------------------- 1 | chunk_size,chunking_scheme,dataset_size,machine,num_nodes,operation,runtime,worker_per_node 2 | 512 MB,auto,1.02 GB,cheyenne,1,anomaly,1.4353265762329102,2 3 | 512 MB,auto,1.02 GB,cheyenne,1,climatology,0.9016950130462646,2 4 | 512 MB,auto,1.02 GB,cheyenne,1,spatial_mean,0.6191191673278809,2 5 | 512 MB,auto,1.02 GB,cheyenne,1,temporal_mean,0.6583118438720703,2 6 | 512 MB,spatial,1.02 GB,cheyenne,1,anomaly,1.4928977489471436,2 7 | 512 MB,spatial,1.02 GB,cheyenne,1,climatology,0.9739067554473877,2 8 | 512 MB,spatial,1.02 GB,cheyenne,1,spatial_mean,0.6967606544494629,2 9 | 512 MB,spatial,1.02 GB,cheyenne,1,temporal_mean,0.7536094188690186,2 10 | 512 MB,temporal,1.02 GB,cheyenne,1,anomaly,1.493887186050415,2 11 | 512 MB,temporal,1.02 GB,cheyenne,1,climatology,0.9108178615570068,2 12 | 512 MB,temporal,1.02 GB,cheyenne,1,spatial_mean,0.5814032554626465,2 13 | 512 MB,temporal,1.02 GB,cheyenne,1,temporal_mean,0.6253681182861328,2 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-08-29/compute_study_2019-08-29_1036.14_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,135.01682353019714,False,1,1 3 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,68.244558095932,False,1,1 4 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,54.66588091850281,False,1,1 5 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,53.943400621414185,False,1,1 6 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,136.09714102745056,False,1,1 7 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,57.45337390899658,False,1,1 8 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,44.761659383773804,False,1,1 9 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,42.99801683425903,False,1,1 10 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,149.34259724617004,False,1,1 11 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,60.27549481391907,False,1,1 12 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,44.555975675582886,False,1,1 13 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,41.06574821472168,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-08-29/compute_study_2019-08-29_1106.05_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,160.6684696674347,False,1,1 3 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,62.33942723274231,False,1,1 4 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,50.249106645584106,False,1,1 5 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,46.26375889778137,False,1,1 6 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,157.71292662620544,False,1,1 7 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,62.46929097175598,False,1,1 8 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,52.081486225128174,False,1,1 9 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,48.03145933151245,False,1,1 10 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,157.66317009925842,False,1,1 11 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,62.00214672088623,False,1,1 12 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,53.24182486534119,False,1,1 13 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,46.37939763069153,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-08-29/compute_study_2019-08-29_1133.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,139.65989470481873,False,1,1 3 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,88.13314270973206,False,1,1 4 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,47.99297833442688,False,1,1 5 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,47.852991819381714,False,1,1 6 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,135.45440554618835,False,1,1 7 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,56.36703157424927,False,1,1 8 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,45.96461462974548,False,1,1 9 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,42.77845811843872,False,1,1 10 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,138.76079106330872,False,1,1 11 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,60.85129904747009,False,1,1 12 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,44.11850690841675,False,1,1 13 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,42.276771545410156,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-08-29/compute_study_2019-08-29_1203.58_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,168.38251280784607,False,1,1 3 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,64.42265272140503,False,1,1 4 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,48.6593873500824,False,1,1 5 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,45.274770975112915,False,1,1 6 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,159.71909260749817,False,1,1 7 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,71.31262826919556,False,1,1 8 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,49.91077637672424,False,1,1 9 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,50.28488111495972,False,1,1 10 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,162.99597311019897,False,1,1 11 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,65.57157683372498,False,1,1 12 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,49.9925811290741,False,1,1 13 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,47.37624168395996,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-08-29/compute_study_2019-08-29_1240.06_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,181.70654273033142,False,1,1 3 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,101.79737973213196,False,1,1 4 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,64.81289982795715,False,1,1 5 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,67.80575060844421,False,1,1 6 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,179.9930808544159,False,1,1 7 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,95.84776449203491,False,1,1 8 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,66.62004518508911,False,1,1 9 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,67.17854690551758,False,1,1 10 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,183.44710087776184,False,1,1 11 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,99.86737084388733,False,1,1 12 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,64.36465644836426,False,1,1 13 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,70.21889662742615,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-08-29/compute_study_2019-08-29_1337.56_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,157.0001163482666,False,1,1 3 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,61.615477085113525,False,1,1 4 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,47.0228705406189,False,1,1 5 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,48.37504196166992,False,1,1 6 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,147.03369331359863,False,1,1 7 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,60.76341438293457,False,1,1 8 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,41.88775324821472,False,1,1 9 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,48.40840458869934,False,1,1 10 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,153.68422293663025,False,1,1 11 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,86.46632385253906,False,1,1 12 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,54.86639666557312,False,1,1 13 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,48.6443145275116,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-08-29/compute_study_2019-08-29_1410.01_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,162.59324431419373,False,1,1 3 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,90.2868058681488,False,1,1 4 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,57.63866066932678,False,1,1 5 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,82.04880857467651,False,1,1 6 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,146.7878634929657,False,1,1 7 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,60.53948903083801,False,1,1 8 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,46.546486139297485,False,1,1 9 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,48.34496736526489,False,1,1 10 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,165.27067756652832,False,1,1 11 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,82.90775728225708,False,1,1 12 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,55.30408954620361,False,1,1 13 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,59.200324058532715,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0717.14_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,anomaly,29.787720680236816,False,1,1 3 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,climatology,14.94768762588501,False,1,1 4 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,spatial_mean,9.065143346786499,False,1,1 5 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,temporal_mean,10.669486999511719,False,1,1 6 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,anomaly,24.033055543899536,False,1,1 7 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,climatology,11.418463230133057,False,1,1 8 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,spatial_mean,7.758996963500977,False,1,1 9 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,temporal_mean,9.226415872573853,False,1,1 10 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,anomaly,24.792498111724854,False,1,1 11 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,climatology,12.958040237426758,False,1,1 12 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,spatial_mean,9.884968280792236,False,1,1 13 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,temporal_mean,10.37760591506958,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0722.49_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,anomaly,25.407941341400146,False,1,1 3 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,climatology,10.974050760269165,False,1,1 4 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,spatial_mean,7.4513022899627686,False,1,1 5 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,temporal_mean,10.32856011390686,False,1,1 6 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,anomaly,30.593621969223022,False,1,1 7 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,climatology,11.430206298828125,False,1,1 8 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,spatial_mean,8.493192195892334,False,1,1 9 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,temporal_mean,9.79140830039978,False,1,1 10 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,anomaly,27.16385555267334,False,1,1 11 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,climatology,13.695896863937378,False,1,1 12 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,spatial_mean,9.745237112045288,False,1,1 13 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,temporal_mean,9.591676235198975,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0728.44_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,anomaly,24.930875062942505,False,1,1 3 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,climatology,11.41348385810852,False,1,1 4 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,spatial_mean,9.46293306350708,False,1,1 5 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,temporal_mean,11.626685619354248,False,1,1 6 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,anomaly,47.66760039329529,False,1,1 7 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,climatology,11.774728536605835,False,1,1 8 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,spatial_mean,8.675350666046143,False,1,1 9 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,temporal_mean,11.759159564971924,False,1,1 10 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,anomaly,27.10038995742798,False,1,1 11 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,climatology,12.051565170288086,False,1,1 12 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,spatial_mean,8.886940240859985,False,1,1 13 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,temporal_mean,9.053872346878052,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0735.53_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,anomaly,26.836857318878174,False,1,1 3 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,climatology,11.821237564086914,False,1,1 4 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,spatial_mean,10.338391780853271,False,1,1 5 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,temporal_mean,12.86941409111023,False,1,1 6 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,anomaly,112.9123957157135,False,1,1 7 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,climatology,14.620552062988281,False,1,1 8 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,spatial_mean,9.64237117767334,False,1,1 9 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,temporal_mean,8.638427972793579,False,1,1 10 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,anomaly,27.292246103286743,False,1,1 11 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,climatology,12.78544807434082,False,1,1 12 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,spatial_mean,9.026383399963379,False,1,1 13 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,temporal_mean,11.20961308479309,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0836.46_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,13.733486413955688,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,7.684238910675049,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.4231858253479,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.607073068618774,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,13.640542984008789,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,6.612391710281372,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,4.558176517486572,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.323668479919434,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,13.686606407165527,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,6.704165935516357,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.237271547317505,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.826437711715698,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0840.26_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,17.161625385284424,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,8.051805257797241,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,4.680448770523071,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,5.6292760372161865,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,22.8924400806427,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.11249566078186,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,4.912335157394409,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,5.5387184619903564,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,18.9356427192688,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.9829652309417725,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.348514080047607,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,5.069034576416016,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0844.18_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.77710747718811,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.897988319396973,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.845176458358765,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.495546102523804,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,26.390132904052734,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.398550748825073,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,4.860745906829834,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,6.2862303256988525,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,16.216621160507202,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,7.787411689758301,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,4.857475519180298,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,5.627537965774536,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0848.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,17.322407960891724,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,9.392806053161621,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.061353445053101,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.152987480163574,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,64.18523597717285,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,8.658117294311523,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,5.658260822296143,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,6.120270013809204,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,21.272913694381714,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,9.167640447616577,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,4.9536988735198975,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,6.211751461029053,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0854.55_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,anomaly,24.18593978881836,False,1,1 3 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,climatology,10.486971855163574,False,1,1 4 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,spatial_mean,5.828250169754028,False,1,1 5 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,temporal_mean,6.9813008308410645,False,1,1 6 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,anomaly,109.4247350692749,False,1,1 7 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,climatology,10.721817255020142,False,1,1 8 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,spatial_mean,6.824822425842285,False,1,1 9 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,temporal_mean,8.595646858215332,False,1,1 10 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,anomaly,20.36029577255249,False,1,1 11 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,climatology,9.957505226135254,False,1,1 12 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,spatial_mean,6.053741455078125,False,1,1 13 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,temporal_mean,7.784000396728516,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0858.21_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,15.620598554611206,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,6.972907304763794,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.3299946784973145,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.821801662445068,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,16.33637309074402,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,7.471041917800903,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,5.197315692901611,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.837461948394775,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,16.243042945861816,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.087778568267822,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.386566877365112,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.812078237533569,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0901.50_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,16.501607179641724,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,7.150990009307861,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,4.440081834793091,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,5.227646589279175,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,21.160048007965088,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.112749338150024,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,4.643184423446655,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,4.9369611740112305,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,16.500041961669922,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.276949644088745,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,4.51823091506958,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,4.853069067001343,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0905.36_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,19.239867448806763,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.532997131347656,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.561830759048462,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.888068199157715,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,20.122385025024414,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.388484239578247,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,4.774608850479126,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,5.400599241256714,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,23.8622043132782,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,8.579283714294434,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,5.559549808502197,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,5.632980585098267,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0910.15_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,26.89291000366211,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,7.568923473358154,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,4.662221908569336,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,5.6213390827178955,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,66.63900566101074,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,8.929567098617554,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.37849235534668,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,6.675891399383545,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,19.286564588546753,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,7.472649812698364,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.023954391479492,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,6.237953424453735,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0915.55_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,anomaly,22.891175746917725,False,1,1 3 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,climatology,10.44061017036438,False,1,1 4 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,spatial_mean,6.248062610626221,False,1,1 5 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,temporal_mean,7.484620809555054,False,1,1 6 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,anomaly,100.97330331802368,False,1,1 7 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,climatology,9.89961051940918,False,1,1 8 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,spatial_mean,6.848480701446533,False,1,1 9 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,temporal_mean,7.942586421966553,False,1,1 10 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,anomaly,24.191193342208862,False,1,1 11 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,climatology,10.254491329193115,False,1,1 12 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,spatial_mean,6.864480495452881,False,1,1 13 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,temporal_mean,7.040102958679199,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0920.05_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,17.991578102111816,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,10.02450156211853,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,6.239219665527344,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,7.480201721191406,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,18.913095235824585,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,10.752163887023926,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,8.228938579559326,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,9.786301374435425,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,17.050384521484375,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,10.657708168029785,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,6.551350831985474,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,8.256508827209473,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0924.37_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,24.073391914367676,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,10.591302633285522,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,6.973959445953369,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,8.435660600662231,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,28.739229679107666,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,9.767334938049316,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,6.970670938491821,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,8.984739065170288,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,18.61506986618042,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,10.730640411376953,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,6.574662923812866,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,7.805877923965454,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0929.13_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.90545630455017,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,10.218761682510376,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.2295823097229,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,7.37753963470459,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,42.48460054397583,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,11.211020708084106,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,8.569337129592896,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,7.993820428848267,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,22.019551277160645,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,10.497464418411255,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,6.5894269943237305,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.641463756561279,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0934.40_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,26.004648447036743,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,9.973638534545898,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.589259147644043,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,7.142966985702515,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,88.74585342407227,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,11.2960684299469,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,7.605541467666626,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,8.85833740234375,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,22.760910749435425,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,10.248880386352539,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,6.311151504516602,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.710402250289917,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0940.59_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,anomaly,36.33151888847351,False,1,1 3 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,climatology,13.221351861953735,False,1,1 4 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,spatial_mean,7.97897744178772,False,1,1 5 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,temporal_mean,8.910176277160645,False,1,1 6 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,anomaly,114.4957480430603,False,1,1 7 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,climatology,12.369351863861084,False,1,1 8 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,spatial_mean,7.259566783905029,False,1,1 9 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,temporal_mean,8.22860860824585,False,1,1 10 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,anomaly,21.05918288230896,False,1,1 11 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,climatology,12.1595458984375,False,1,1 12 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,spatial_mean,7.413717746734619,False,1,1 13 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,temporal_mean,7.968790292739868,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0944.14_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,12.40123987197876,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,7.187471151351929,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.45357608795166,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.811772584915161,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,13.500917673110962,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,6.953693866729736,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,4.63006591796875,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.042494297027588,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,11.71103024482727,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.392057657241821,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.868225812911987,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,5.206481695175171,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0948.02_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,16.261726140975952,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,9.356820106506348,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,5.7427144050598145,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,6.475558280944824,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,17.82829713821411,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,9.177602529525757,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,6.088058233261108,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,7.739979028701782,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,17.130213737487793,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,9.791613340377808,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,6.049406051635742,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,6.526304244995117,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0952.24_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.13295340538025,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,9.970384120941162,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.397422552108765,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,7.363631725311279,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,40.083364963531494,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,9.695570707321167,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,5.7621588706970215,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,7.363947868347168,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,20.83439016342163,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,10.34003233909607,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,6.400391101837158,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.451812267303467,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_0957.38_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,21.855288982391357,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,8.319991827011108,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.185007572174072,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,7.948649168014526,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,87.30257201194763,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,10.850010871887207,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.515200614929199,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,8.840632915496826,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,18.54962944984436,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,11.001937866210938,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,6.678647518157959,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.438591003417969,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1007.33_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,16.924505710601807,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,10.912593126296997,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,6.425423860549927,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,7.009554386138916,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,17.655903339385986,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,10.417214155197144,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,6.656617164611816,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,7.9800636768341064,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,16.907978534698486,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,10.645174264907837,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,6.1392598152160645,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,6.633812427520752,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1011.31_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,17.836838722229004,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,10.0126633644104,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,5.842063903808594,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,6.513643026351929,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,25.57277536392212,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,9.544651985168457,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,5.801806449890137,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,6.192948341369629,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,17.799036741256714,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,9.90752363204956,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.693906545639038,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,6.327625036239624,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1016.18_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,24.690613508224487,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,10.71558165550232,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.370546340942383,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,7.258706569671631,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,47.093958616256714,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,9.545094728469849,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,6.229194641113281,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,9.114622831344604,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,28.054112434387207,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,9.913736820220947,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,5.848668813705444,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.656107187271118,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1020.56_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,22.64465355873108,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,9.601497411727905,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.109912395477295,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.453986167907715,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,57.7726514339447,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,10.200645923614502,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.88014554977417,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,8.323945999145508,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,17.095032930374146,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,10.435248613357544,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.650588512420654,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.269294261932373,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1030.25_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,15.758822441101074,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,6.986642360687256,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.455952882766724,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.877542734146118,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,13.090833902359009,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,7.182947158813477,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,4.971948146820068,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.288827180862427,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,15.042651891708374,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.658492088317871,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.502281904220581,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.951354503631592,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1033.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,16.7114839553833,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,7.502181053161621,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,5.058770418167114,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,5.818233251571655,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,19.63741636276245,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.122020244598389,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,4.88985013961792,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,5.532715320587158,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,16.147517204284668,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.465564489364624,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.258831262588501,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,5.0213000774383545,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1037.43_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.86680507659912,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.289948225021362,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.356165409088135,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.432532548904419,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,27.860461711883545,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.908828020095825,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,4.993319988250732,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,5.613224506378174,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,19.78060030937195,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,7.3129332065582275,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,4.71146297454834,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,6.194437026977539,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1042.26_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,18.27871608734131,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,11.010848045349121,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.145596742630005,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.923689603805542,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,59.01044154167175,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,8.255236625671387,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,5.6753222942352295,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,6.601179838180542,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,18.720354080200195,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,10.203892469406128,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,6.2467286586761475,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.35590124130249,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1052.08_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,17.186867713928223,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,9.445719242095947,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,6.087520360946655,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,7.228162050247192,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,16.8986074924469,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,10.10323429107666,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,6.7157251834869385,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,8.528463125228882,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,17.818526029586792,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,10.300524950027466,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,6.394993543624878,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,6.649886846542358,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1056.07_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,23.756147623062134,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,10.097568273544312,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,6.647615432739258,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,6.500372648239136,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,23.87886953353882,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,8.627957344055176,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,5.084869146347046,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,5.575829029083252,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,17.972508907318115,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.669636964797974,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.400453090667725,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,5.774872541427612,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1100.24_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,23.451210021972656,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.447200298309326,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.926488637924194,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.6308958530426025,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,43.87503099441528,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.635088920593262,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,5.096458435058594,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,6.667576551437378,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,17.382124185562134,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,8.027948379516602,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,5.20303201675415,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.095160961151123,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1105.22_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,22.956128120422363,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,8.80230188369751,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,5.1002418994903564,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.301312446594238,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,70.30902934074402,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,9.220768928527832,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.474311351776123,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,7.378370761871338,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,28.29771590232849,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,7.77866530418396,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.227920055389404,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,6.6283509731292725,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1114.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,15.279627561569214,False,1,1 3 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,7.103148698806763,False,1,1 4 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.454316139221191,False,1,1 5 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,5.0149314403533936,False,1,1 6 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,15.08188772201538,False,1,1 7 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,6.753391265869141,False,1,1 8 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,5.207254409790039,False,1,1 9 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,6.682504892349243,False,1,1 10 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,14.977415084838867,False,1,1 11 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.004955291748047,False,1,1 12 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.289286136627197,False,1,1 13 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.758142709732056,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1119.11_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,21.525054931640625,False,1,1 3 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,9.690464496612549,False,1,1 4 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,6.706923723220825,False,1,1 5 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,7.233466863632202,False,1,1 6 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,28.982056856155396,False,1,1 7 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.5631959438323975,False,1,1 8 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,6.408835172653198,False,1,1 9 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,6.350501298904419,False,1,1 10 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,20.96963357925415,False,1,1 11 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,10.408328533172607,False,1,1 12 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,6.289865255355835,False,1,1 13 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,7.716783761978149,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1124.16_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,25.41639256477356,False,1,1 3 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,10.937044858932495,False,1,1 4 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.53391695022583,False,1,1 5 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,8.206744194030762,False,1,1 6 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,57.27243781089783,False,1,1 7 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,10.637022972106934,False,1,1 8 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,7.07667350769043,False,1,1 9 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,9.10261869430542,False,1,1 10 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,27.389353275299072,False,1,1 11 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,9.451275110244751,False,1,1 12 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,6.164698123931885,False,1,1 13 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.530766248703003,False,1,1 14 | -------------------------------------------------------------------------------- /results/clean-hal24/2019-09-03/compute_study_2019-09-03_1129.16_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,18.597795724868774,False,1,1 3 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,10.559403419494629,False,1,1 4 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,7.069401741027832,False,1,1 5 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,7.920487642288208,False,1,1 6 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,68.11487913131714,False,1,1 7 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,10.23339557647705,False,1,1 8 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,7.137636661529541,False,1,1 9 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,7.793538331985474,False,1,1 10 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,22.330794095993042,False,1,1 11 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,9.138883590698242,False,1,1 12 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.84412145614624,False,1,1 13 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.537535667419434,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1D/2019-10-11/compute_study_2019-10-11_09-34-12.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,spatial_mean,37.36804151535034,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,temporal_mean,22.423840522766113,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,climatology,29.207562685012817,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,anomaly,62.35736608505249,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,spatial_mean,39.274818658828735,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,temporal_mean,26.74964928627014,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,climatology,30.67048478126526,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,anomaly,65.71267104148865,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,spatial_mean,40.08616495132446,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,temporal_mean,26.4029278755188,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,climatology,32.18008637428284,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,anomaly,64.59532642364502,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1D/2019-10-11/compute_study_2019-10-11_09-43-09.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,spatial_mean,21.82664132118225,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,temporal_mean,13.562781572341919,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,climatology,18.374677658081055,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,anomaly,71.52390503883362,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,spatial_mean,21.967632293701172,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,temporal_mean,18.679628133773804,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,climatology,18.45781636238098,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,anomaly,35.41464352607727,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,spatial_mean,21.614203453063965,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,temporal_mean,13.849883317947388,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,climatology,18.571048259735107,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,anomaly,36.0866162776947,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1D/2019-10-11/compute_study_2019-10-11_11-04-26.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,spatial_mean,45.255330324172974,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,temporal_mean,27.00995135307312,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,climatology,34.54621386528015,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,anomaly,74.52841091156006,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,spatial_mean,42.701340198516846,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,temporal_mean,35.3990261554718,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,climatology,39.95355176925659,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,anomaly,69.87605738639832,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,spatial_mean,39.6118266582489,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,temporal_mean,24.161877632141113,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,climatology,30.781769037246704,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,anomaly,66.0342366695404,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1D/2019-10-11/compute_study_2019-10-11_12-08-11.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,spatial_mean,26.321791887283325,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,temporal_mean,19.15011978149414,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,climatology,27.242822408676147,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal1D,24,128gb,1,anomaly,50.04858112335205,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,spatial_mean,27.09772777557373,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,temporal_mean,20.166213035583496,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,climatology,27.195261478424072,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal1D,24,128gb,1,anomaly,58.744964838027954,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,spatial_mean,26.455570220947266,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,temporal_mean,20.039610862731934,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,climatology,26.91692328453064,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal1D,24,128gb,1,anomaly,58.34993362426758,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1D/2019-10-11/compute_study_2019-10-11_12-32-47.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,spatial_mean,15.17833137512207,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,temporal_mean,9.679432153701782,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,climatology,14.030922174453735,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal1D,24,128gb,2,anomaly,29.12278437614441,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,spatial_mean,13.184489488601685,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,temporal_mean,10.011441946029663,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,climatology,13.828784704208374,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal1D,24,128gb,2,anomaly,22.86232900619507,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,spatial_mean,13.311428546905518,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,temporal_mean,10.048046112060547,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,climatology,13.98618745803833,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal1D,24,128gb,2,anomaly,23.140464305877686,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-10/compute_study_2019-10-10_23-00-17.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,26.767091274261475,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,19.65091848373413,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,27.394360065460205,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,43.13810086250305,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,27.601177215576172,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,20.285459518432617,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,28.309487104415894,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,47.19570279121399,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,26.7503559589386,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,20.271092653274536,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,28.18933629989624,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,43.53624224662781,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-10/compute_study_2019-10-10_23-07-42.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,18.89499855041504,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,10.778424263000488,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,14.424100160598755,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,30.875489711761475,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,17.27322268486023,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,10.738522052764893,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,18.17335820198059,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,46.20278239250183,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,16.135878324508667,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,10.489565134048462,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,14.787824630737305,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,30.778178930282593,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-10/compute_study_2019-10-11_00-01-51.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,46.04331159591675,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,36.03709840774536,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,45.25591254234314,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,66.77457356452942,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,41.83621382713318,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,31.255619049072266,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,43.87387037277222,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,66.57702898979187,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,36.54131293296814,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,22.74649715423584,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,35.390345335006714,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,70.58948063850403,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_00-10-14.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,22.70450520515442,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,13.210808277130127,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,20.33277988433838,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,34.45453405380249,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,21.34321093559265,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,13.39506483078003,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,21.129814386367798,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,37.340571880340576,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,21.131808280944824,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,13.24245810508728,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,21.42310667037964,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,42.0949490070343,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_01-02-38.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,35.43626594543457,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,21.11374068260193,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,28.214338302612305,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,58.86143517494202,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,30.803856372833252,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,20.40861463546753,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,30.707908868789673,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,60.41667199134827,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,30.030454635620117,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,20.102251529693604,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,30.08755874633789,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,59.24309206008911,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_01-10-50.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,19.601234912872314,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,15.230229139328003,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,21.92015528678894,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,34.5767776966095,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,20.715734720230103,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,13.502572774887085,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,20.83685541152954,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,38.8922324180603,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,19.40419578552246,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,11.921310901641846,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,19.259798526763916,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,35.8466739654541,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_02-03-02.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,35.80246949195862,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,21.153119325637817,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,27.95587992668152,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,58.57664728164673,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,38.492533683776855,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,26.653541564941406,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,42.45082449913025,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,66.21481561660767,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,38.42555499076843,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,23.272284507751465,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,40.35837149620056,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,64.86677479743958,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_02-11-15.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,22.57596445083618,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,12.4852774143219,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,15.814493179321289,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,33.218350410461426,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,20.930222749710083,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,11.019608736038208,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,18.534368991851807,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,47.0126678943634,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,18.93584394454956,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,11.111021041870117,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,17.734371662139893,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,49.81067633628845,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_03-04-46.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,42.51478052139282,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,26.523292303085327,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,40.6830518245697,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,64.16281080245972,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,41.58530354499817,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,27.189462423324585,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,41.160913705825806,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,67.63010430335999,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,43.21528911590576,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,28.888267517089844,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,43.50833249092102,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,67.3955466747284,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_03-13-40.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,26.134044885635376,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,18.831469774246216,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,22.36457848548889,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,35.37582182884216,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,21.863806009292603,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,12.247921705245972,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,18.57734489440918,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,47.360427379608154,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,23.8839373588562,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,16.66256308555603,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,21.64210534095764,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,47.400062084198,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_04-07-35.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,39.91407251358032,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,29.71009135246277,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,33.61040997505188,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,64.42301297187805,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,40.3111617565155,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,27.170837879180908,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,37.525394439697266,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,63.901206970214844,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,33.061177253723145,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,20.133922576904297,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,31.44412660598755,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,59.461363792419434,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_04-16-16.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,28.801162481307983,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,16.493796825408936,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,21.5606632232666,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,33.09404444694519,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,22.432210445404053,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,13.115719318389893,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,21.356828689575195,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,48.368417263031006,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,20.765571117401123,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,12.983439922332764,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,20.980719327926636,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,38.963613510131836,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_05-09-30.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,35.30246567726135,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,21.135946035385132,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,27.759417057037354,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,58.49462938308716,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,36.3908851146698,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,23.216675758361816,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,33.3176429271698,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,61.74201989173889,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,36.04131865501404,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,20.133357763290405,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,32.17046499252319,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,61.77706575393677,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_05-18-01.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,20.6545467376709,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,14.480644226074219,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,17.81686043739319,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,33.46144986152649,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,21.15308165550232,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,13.132676124572754,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,21.07735013961792,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,45.22875952720642,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,25.96965742111206,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,14.834240674972534,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,22.726624488830566,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,40.301642179489136,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_06-11-41.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,38.72204875946045,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,23.713160514831543,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,32.41419458389282,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,64.04010224342346,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,35.07778024673462,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,24.337064504623413,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,32.486600160598755,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,64.22658514976501,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,31.05562400817871,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,21.688815593719482,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,30.89399790763855,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,65.98214864730835,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_06-19-59.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,spatial_mean,24.228380918502808,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,temporal_mean,13.327622413635254,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,climatology,16.888726711273193,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal24,24,128gb,2,anomaly,31.87869691848755,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,spatial_mean,22.132171630859375,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,temporal_mean,13.682004451751709,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,climatology,18.536959648132324,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal24,24,128gb,2,anomaly,49.826836347579956,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,spatial_mean,19.50389838218689,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,temporal_mean,10.839014291763306,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,climatology,18.70626211166382,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal24,24,128gb,2,anomaly,41.898491621017456,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_07-14-42.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,spatial_mean,45.08404493331909,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,temporal_mean,34.85657238960266,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,climatology,38.79287528991699,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal24,24,128gb,1,anomaly,66.42692422866821,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,spatial_mean,41.51907658576965,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,temporal_mean,31.131229639053345,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,climatology,46.45937991142273,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal24,24,128gb,1,anomaly,73.78750729560852,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,spatial_mean,44.766674280166626,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,temporal_mean,32.89412999153137,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,climatology,47.72005105018616,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal24,24,128gb,1,anomaly,70.85088634490967,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_08-12-37.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,2048MB,spatial,20.48 GB,hal1H,24,128gb,1,spatial_mean,37.783798933029175,False,1,1 3 | 10,2048MB,spatial,20.48 GB,hal1H,24,128gb,1,temporal_mean,21.763946771621704,False,1,1 4 | 10,2048MB,spatial,20.48 GB,hal1H,24,128gb,1,climatology,30.197983503341675,False,1,1 5 | 10,2048MB,spatial,20.48 GB,hal1H,24,128gb,1,anomaly,62.79442095756531,False,1,1 6 | 10,2048MB,temporal,20.48 GB,hal1H,24,128gb,1,spatial_mean,35.18625283241272,False,1,1 7 | 10,2048MB,temporal,20.48 GB,hal1H,24,128gb,1,temporal_mean,29.489137172698975,False,1,1 8 | 10,2048MB,temporal,20.48 GB,hal1H,24,128gb,1,climatology,36.061973333358765,False,1,1 9 | 10,2048MB,temporal,20.48 GB,hal1H,24,128gb,1,anomaly,62.35633158683777,False,1,1 10 | 10,2048MB,auto,20.48 GB,hal1H,24,128gb,1,spatial_mean,36.239771366119385,False,1,1 11 | 10,2048MB,auto,20.48 GB,hal1H,24,128gb,1,temporal_mean,32.2860267162323,False,1,1 12 | 10,2048MB,auto,20.48 GB,hal1H,24,128gb,1,climatology,34.28008842468262,False,1,1 13 | 10,2048MB,auto,20.48 GB,hal1H,24,128gb,1,anomaly,69.86806344985962,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal1H/2019-10-11/compute_study_2019-10-11_08-20-11.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,20.48 GB,hal1H,24,128gb,2,spatial_mean,20.84571385383606,False,1,1 3 | 10,1024MB,spatial,20.48 GB,hal1H,24,128gb,2,temporal_mean,10.963014841079712,False,1,1 4 | 10,1024MB,spatial,20.48 GB,hal1H,24,128gb,2,climatology,16.163759469985962,False,1,1 5 | 10,1024MB,spatial,20.48 GB,hal1H,24,128gb,2,anomaly,31.327319622039795,False,1,1 6 | 10,1024MB,temporal,20.48 GB,hal1H,24,128gb,2,spatial_mean,14.86816668510437,False,1,1 7 | 10,1024MB,temporal,20.48 GB,hal1H,24,128gb,2,temporal_mean,10.842328071594238,False,1,1 8 | 10,1024MB,temporal,20.48 GB,hal1H,24,128gb,2,climatology,18.027557849884033,False,1,1 9 | 10,1024MB,temporal,20.48 GB,hal1H,24,128gb,2,anomaly,45.83473205566406,False,1,1 10 | 10,1024MB,auto,20.48 GB,hal1H,24,128gb,2,spatial_mean,17.070480346679688,False,1,1 11 | 10,1024MB,auto,20.48 GB,hal1H,24,128gb,2,temporal_mean,11.095214366912842,False,1,1 12 | 10,1024MB,auto,20.48 GB,hal1H,24,128gb,2,climatology,17.207982778549194,False,1,1 13 | 10,1024MB,auto,20.48 GB,hal1H,24,128gb,2,anomaly,37.946298360824585,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1036.14_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,44.761659383773804,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,42.99801683425903,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,57.45337390899658,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,136.09714102745056,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,44.555975675582886,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,41.06574821472168,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,60.27549481391907,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,149.34259724617004,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,54.66588091850281,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,53.943400621414185,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,68.244558095932,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,135.01682353019714,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1106.05_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,52.081486225128174,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,48.03145933151245,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,62.46929097175598,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,157.71292662620544,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,53.24182486534119,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,46.37939763069153,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,62.00214672088623,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,157.66317009925842,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,50.249106645584106,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,46.26375889778137,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,62.33942723274231,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,160.6684696674347,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1133.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,45.96461462974548,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,42.77845811843872,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,56.36703157424927,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,135.45440554618835,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,44.11850690841675,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,42.276771545410156,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,60.85129904747009,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,138.76079106330872,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,47.99297833442688,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,47.852991819381714,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,88.13314270973206,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,139.65989470481873,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1203.58_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,global_mean,49.91077637672424,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,50.28488111495972,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,71.31262826919556,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,159.71909260749817,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,global_mean,49.9925811290741,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,47.37624168395996,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,65.57157683372498,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,162.99597311019897,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,global_mean,48.6593873500824,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,45.274770975112915,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,64.42265272140503,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,168.38251280784607,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1240.06_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,67.17854690551758,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,66.62004518508911,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,95.84776449203491,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,179.9930808544159,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,70.21889662742615,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,64.36465644836426,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,99.86737084388733,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,183.44710087776184,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,67.80575060844421,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,64.81289982795715,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,101.79737973213196,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,181.70654273033142,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1308.00_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,44.67609119415283,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,38.834065437316895,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,58.896669149398804,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,135.6177945137024,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,44.14115238189697,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,41.266759395599365,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,60.39951968193054,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,144.90492033958435,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,63.09195518493652,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,41.28146481513977,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,60.81955528259277,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,145.92341566085815,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1337.56_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,48.40840458869934,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,41.88775324821472,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,60.76341438293457,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,147.03369331359863,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,48.6443145275116,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,54.86639666557312,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,86.46632385253906,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,153.68422293663025,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,48.37504196166992,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,47.0228705406189,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,61.615477085113525,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,157.0001163482666,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1410.01_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,48.34496736526489,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,46.546486139297485,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,60.53948903083801,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,146.7878634929657,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,59.200324058532715,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,55.30408954620361,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,82.90775728225708,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,165.27067756652832,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,82.04880857467651,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,57.63866066932678,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,90.2868058681488,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,162.59324431419373,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1440.09_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,48.36510443687439,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,46.604368686676025,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,60.51774740219116,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,146.5277168750763,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,60.053757429122925,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,48.6140570640564,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,63.71567440032959,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,158.81362128257751,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,47.26866960525513,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,44.058950662612915,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,62.80044221878052,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,158.49000811576843,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-29/compute_study_2019-08-29_1511.21_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,temporal_mean,48.14798879623413,False,1,1 3 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,spatial_mean,41.069705963134766,False,1,1 4 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,climatology,60.75565981864929,False,1,1 5 | 10,4096MB,spatial,40.96 GB,hal24,24,128gb,1,anomaly,146.37114763259888,False,1,1 6 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,temporal_mean,60.407801389694214,False,1,1 7 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,spatial_mean,55.640074491500854,False,1,1 8 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,climatology,82.53459358215332,False,1,1 9 | 10,4096MB,temporal,40.96 GB,hal24,24,128gb,1,anomaly,165.0264151096344,False,1,1 10 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,temporal_mean,57.48445224761963,False,1,1 11 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,spatial_mean,53.86565399169922,False,1,1 12 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,climatology,70.72577857971191,False,1,1 13 | 10,4096MB,auto,40.96 GB,hal24,24,128gb,1,anomaly,159.74262309074402,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-30/compute_study_2019-08-30_1110.34_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,temporal_mean,10.802172660827637,False,1,1 3 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,spatial_mean,10.354424476623535,False,1,1 4 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,climatology,14.471562623977661,False,1,1 5 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,anomaly,43.891700983047485,False,1,1 6 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,temporal_mean,10.884523391723633,False,1,1 7 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,spatial_mean,10.322561979293823,False,1,1 8 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,climatology,14.671508073806763,False,1,1 9 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,anomaly,24.67509412765503,False,1,1 10 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,temporal_mean,10.916839599609375,False,1,1 11 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,spatial_mean,9.95766806602478,False,1,1 12 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,climatology,14.856074571609497,False,1,1 13 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,anomaly,27.86242914199829,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-30/compute_study_2019-08-30_1117.27_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,temporal_mean,10.899767398834229,False,1,1 3 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,spatial_mean,10.28101134300232,False,1,1 4 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,climatology,14.610970258712769,False,1,1 5 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,anomaly,47.15689706802368,False,1,1 6 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,temporal_mean,10.610904455184937,False,1,1 7 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,spatial_mean,9.628058195114136,False,1,1 8 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,climatology,14.559460639953613,False,1,1 9 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,anomaly,25.016937494277954,False,1,1 10 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,temporal_mean,11.214877128601074,False,1,1 11 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,spatial_mean,10.053735971450806,False,1,1 12 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,climatology,15.522502183914185,False,1,1 13 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,anomaly,25.136229038238525,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-30/compute_study_2019-08-30_1124.36_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,temporal_mean,10.325259923934937,False,1,1 3 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,spatial_mean,9.608032703399658,False,1,1 4 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,climatology,14.073412656784058,False,1,1 5 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,anomaly,63.74493169784546,False,1,1 6 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,temporal_mean,10.933372020721436,False,1,1 7 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,spatial_mean,10.118923664093018,False,1,1 8 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,climatology,14.852298259735107,False,1,1 9 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,anomaly,24.97794485092163,False,1,1 10 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,temporal_mean,10.846971035003662,False,1,1 11 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,spatial_mean,9.601261615753174,False,1,1 12 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,climatology,14.713030576705933,False,1,1 13 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,anomaly,25.345179796218872,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-08-30/compute_study_2019-08-30_1131.52_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,temporal_mean,10.819056272506714,False,1,1 3 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,spatial_mean,10.041102170944214,False,1,1 4 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,climatology,14.490940809249878,False,1,1 5 | 10,1024MB,spatial,40.96 GB,hal24,24,128gb,4,anomaly,68.55947852134705,False,1,1 6 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,temporal_mean,10.91765570640564,False,1,1 7 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,spatial_mean,10.01976752281189,False,1,1 8 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,climatology,14.813486814498901,False,1,1 9 | 10,1024MB,temporal,40.96 GB,hal24,24,128gb,4,anomaly,26.351969718933105,False,1,1 10 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,temporal_mean,10.864587783813477,False,1,1 11 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,spatial_mean,9.784233093261719,False,1,1 12 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,climatology,14.629276990890503,False,1,1 13 | 10,1024MB,auto,40.96 GB,hal24,24,128gb,4,anomaly,24.91325569152832,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0717.14_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,temporal_mean,9.226415872573853,False,1,1 3 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,spatial_mean,7.758996963500977,False,1,1 4 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,climatology,11.418463230133057,False,1,1 5 | 10,768MB,spatial,7.68 GB,hal24,24,128gb,1,anomaly,24.033055543899536,False,1,1 6 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,temporal_mean,10.37760591506958,False,1,1 7 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,spatial_mean,9.884968280792236,False,1,1 8 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,climatology,12.958040237426758,False,1,1 9 | 10,768MB,temporal,7.68 GB,hal24,24,128gb,1,anomaly,24.792498111724854,False,1,1 10 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,temporal_mean,10.669486999511719,False,1,1 11 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,spatial_mean,9.065143346786499,False,1,1 12 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,climatology,14.94768762588501,False,1,1 13 | 10,768MB,auto,7.68 GB,hal24,24,128gb,1,anomaly,29.787720680236816,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0722.49_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,temporal_mean,9.79140830039978,False,1,1 3 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,spatial_mean,8.493192195892334,False,1,1 4 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,climatology,11.430206298828125,False,1,1 5 | 10,768MB,spatial,15.36 GB,hal24,24,128gb,2,anomaly,30.593621969223022,False,1,1 6 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,temporal_mean,9.591676235198975,False,1,1 7 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,spatial_mean,9.745237112045288,False,1,1 8 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,climatology,13.695896863937378,False,1,1 9 | 10,768MB,temporal,15.36 GB,hal24,24,128gb,2,anomaly,27.16385555267334,False,1,1 10 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,temporal_mean,10.32856011390686,False,1,1 11 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,spatial_mean,7.4513022899627686,False,1,1 12 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,climatology,10.974050760269165,False,1,1 13 | 10,768MB,auto,15.36 GB,hal24,24,128gb,2,anomaly,25.407941341400146,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0728.44_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,temporal_mean,11.759159564971924,False,1,1 3 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,spatial_mean,8.675350666046143,False,1,1 4 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,climatology,11.774728536605835,False,1,1 5 | 10,768MB,spatial,30.72 GB,hal24,24,128gb,4,anomaly,47.66760039329529,False,1,1 6 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,temporal_mean,9.053872346878052,False,1,1 7 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,spatial_mean,8.886940240859985,False,1,1 8 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,climatology,12.051565170288086,False,1,1 9 | 10,768MB,temporal,30.72 GB,hal24,24,128gb,4,anomaly,27.10038995742798,False,1,1 10 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,temporal_mean,11.626685619354248,False,1,1 11 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,spatial_mean,9.46293306350708,False,1,1 12 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,climatology,11.41348385810852,False,1,1 13 | 10,768MB,auto,30.72 GB,hal24,24,128gb,4,anomaly,24.930875062942505,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0735.53_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,temporal_mean,8.638427972793579,False,1,1 3 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,spatial_mean,9.64237117767334,False,1,1 4 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,climatology,14.620552062988281,False,1,1 5 | 10,768MB,spatial,61.44 GB,hal24,24,128gb,8,anomaly,112.9123957157135,False,1,1 6 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,temporal_mean,11.20961308479309,False,1,1 7 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,spatial_mean,9.026383399963379,False,1,1 8 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,climatology,12.78544807434082,False,1,1 9 | 10,768MB,temporal,61.44 GB,hal24,24,128gb,8,anomaly,27.292246103286743,False,1,1 10 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,temporal_mean,12.86941409111023,False,1,1 11 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,spatial_mean,10.338391780853271,False,1,1 12 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,climatology,11.821237564086914,False,1,1 13 | 10,768MB,auto,61.44 GB,hal24,24,128gb,8,anomaly,26.836857318878174,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0836.46_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.323668479919434,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,4.558176517486572,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,6.612391710281372,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,13.640542984008789,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.826437711715698,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.237271547317505,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,6.704165935516357,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,13.686606407165527,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.607073068618774,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.4231858253479,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,7.684238910675049,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,13.733486413955688,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0840.26_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,5.5387184619903564,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,4.912335157394409,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.11249566078186,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,22.8924400806427,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,5.069034576416016,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.348514080047607,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.9829652309417725,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,18.9356427192688,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,5.6292760372161865,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,4.680448770523071,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,8.051805257797241,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,17.161625385284424,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0844.18_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,6.2862303256988525,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,4.860745906829834,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.398550748825073,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,26.390132904052734,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,5.627537965774536,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,4.857475519180298,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,7.787411689758301,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,16.216621160507202,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.495546102523804,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.845176458358765,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.897988319396973,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.77710747718811,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0848.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,6.120270013809204,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,5.658260822296143,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,8.658117294311523,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,64.18523597717285,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,6.211751461029053,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,4.9536988735198975,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,9.167640447616577,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,21.272913694381714,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.152987480163574,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.061353445053101,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,9.392806053161621,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,17.322407960891724,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0854.55_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,temporal_mean,8.595646858215332,False,1,1 3 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,spatial_mean,6.824822425842285,False,1,1 4 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,climatology,10.721817255020142,False,1,1 5 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,anomaly,109.4247350692749,False,1,1 6 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,temporal_mean,7.784000396728516,False,1,1 7 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,spatial_mean,6.053741455078125,False,1,1 8 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,climatology,9.957505226135254,False,1,1 9 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,anomaly,20.36029577255249,False,1,1 10 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,temporal_mean,6.9813008308410645,False,1,1 11 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,spatial_mean,5.828250169754028,False,1,1 12 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,climatology,10.486971855163574,False,1,1 13 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,anomaly,24.18593978881836,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0858.21_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.837461948394775,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,5.197315692901611,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,7.471041917800903,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,16.33637309074402,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.812078237533569,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.386566877365112,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.087778568267822,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,16.243042945861816,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.821801662445068,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.3299946784973145,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,6.972907304763794,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,15.620598554611206,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0901.50_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,4.9369611740112305,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,4.643184423446655,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.112749338150024,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,21.160048007965088,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,4.853069067001343,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,4.51823091506958,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.276949644088745,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,16.500041961669922,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,5.227646589279175,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,4.440081834793091,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,7.150990009307861,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,16.501607179641724,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0905.36_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,5.400599241256714,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,4.774608850479126,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.388484239578247,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,20.122385025024414,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,5.632980585098267,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,5.559549808502197,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,8.579283714294434,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,23.8622043132782,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.888068199157715,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.561830759048462,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.532997131347656,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,19.239867448806763,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0910.15_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,6.675891399383545,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.37849235534668,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,8.929567098617554,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,66.63900566101074,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,6.237953424453735,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.023954391479492,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,7.472649812698364,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,19.286564588546753,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,5.6213390827178955,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,4.662221908569336,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,7.568923473358154,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,26.89291000366211,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0915.55_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,temporal_mean,7.942586421966553,False,1,1 3 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,spatial_mean,6.848480701446533,False,1,1 4 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,climatology,9.89961051940918,False,1,1 5 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,anomaly,100.97330331802368,False,1,1 6 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,temporal_mean,7.040102958679199,False,1,1 7 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,spatial_mean,6.864480495452881,False,1,1 8 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,climatology,10.254491329193115,False,1,1 9 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,anomaly,24.191193342208862,False,1,1 10 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,temporal_mean,7.484620809555054,False,1,1 11 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,spatial_mean,6.248062610626221,False,1,1 12 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,climatology,10.44061017036438,False,1,1 13 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,anomaly,22.891175746917725,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0920.05_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,9.786301374435425,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,8.228938579559326,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,10.752163887023926,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,18.913095235824585,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,8.256508827209473,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,6.551350831985474,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,10.657708168029785,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,17.050384521484375,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,7.480201721191406,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,6.239219665527344,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,10.02450156211853,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,17.991578102111816,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0924.37_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,8.984739065170288,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,6.970670938491821,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,9.767334938049316,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,28.739229679107666,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,7.805877923965454,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,6.574662923812866,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,10.730640411376953,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,18.61506986618042,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,8.435660600662231,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,6.973959445953369,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,10.591302633285522,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,24.073391914367676,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0929.13_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,7.993820428848267,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,8.569337129592896,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,11.211020708084106,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,42.48460054397583,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.641463756561279,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,6.5894269943237305,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,10.497464418411255,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,22.019551277160645,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,7.37753963470459,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.2295823097229,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,10.218761682510376,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.90545630455017,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0934.40_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,8.85833740234375,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,7.605541467666626,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,11.2960684299469,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,88.74585342407227,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.710402250289917,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,6.311151504516602,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,10.248880386352539,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,22.760910749435425,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,7.142966985702515,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.589259147644043,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,9.973638534545898,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,26.004648447036743,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0940.59_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,temporal_mean,8.22860860824585,False,1,1 3 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,spatial_mean,7.259566783905029,False,1,1 4 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,climatology,12.369351863861084,False,1,1 5 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,anomaly,114.4957480430603,False,1,1 6 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,temporal_mean,7.968790292739868,False,1,1 7 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,spatial_mean,7.413717746734619,False,1,1 8 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,climatology,12.1595458984375,False,1,1 9 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,anomaly,21.05918288230896,False,1,1 10 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,temporal_mean,8.910176277160645,False,1,1 11 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,spatial_mean,7.97897744178772,False,1,1 12 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,climatology,13.221351861953735,False,1,1 13 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,anomaly,36.33151888847351,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0944.14_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.042494297027588,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,4.63006591796875,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,6.953693866729736,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,13.500917673110962,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,5.206481695175171,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.868225812911987,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.392057657241821,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,11.71103024482727,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.811772584915161,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.45357608795166,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,7.187471151351929,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,12.40123987197876,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0948.02_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,7.739979028701782,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,6.088058233261108,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,9.177602529525757,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,17.82829713821411,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,6.526304244995117,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,6.049406051635742,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,9.791613340377808,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,17.130213737487793,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,6.475558280944824,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,5.7427144050598145,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,9.356820106506348,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,16.261726140975952,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0952.24_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,7.363947868347168,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,5.7621588706970215,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,9.695570707321167,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,40.083364963531494,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.451812267303467,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,6.400391101837158,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,10.34003233909607,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,20.83439016342163,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,7.363631725311279,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.397422552108765,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,9.970384120941162,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.13295340538025,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_0957.38_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,8.840632915496826,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.515200614929199,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,10.850010871887207,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,87.30257201194763,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.438591003417969,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,6.678647518157959,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,11.001937866210938,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,18.54962944984436,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,7.948649168014526,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.185007572174072,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,8.319991827011108,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,21.855288982391357,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1007.33_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,7.9800636768341064,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,6.656617164611816,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,10.417214155197144,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,17.655903339385986,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,6.633812427520752,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,6.1392598152160645,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,10.645174264907837,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,16.907978534698486,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,7.009554386138916,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,6.425423860549927,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,10.912593126296997,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,16.924505710601807,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1011.31_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,6.192948341369629,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,5.801806449890137,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,9.544651985168457,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,25.57277536392212,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,6.327625036239624,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.693906545639038,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,9.90752363204956,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,17.799036741256714,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,6.513643026351929,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,5.842063903808594,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,10.0126633644104,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,17.836838722229004,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1016.18_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,9.114622831344604,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,6.229194641113281,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,9.545094728469849,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,47.093958616256714,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.656107187271118,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,5.848668813705444,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,9.913736820220947,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,28.054112434387207,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,7.258706569671631,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.370546340942383,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,10.71558165550232,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,24.690613508224487,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1020.56_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,8.323945999145508,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.88014554977417,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,10.200645923614502,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,57.7726514339447,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.269294261932373,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.650588512420654,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,10.435248613357544,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,17.095032930374146,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.453986167907715,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.109912395477295,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,9.601497411727905,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,22.64465355873108,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1030.25_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,5.288827180862427,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,4.971948146820068,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,7.182947158813477,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,13.090833902359009,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.951354503631592,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.502281904220581,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.658492088317871,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,15.042651891708374,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,4.877542734146118,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.455952882766724,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,6.986642360687256,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,15.758822441101074,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1033.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,5.532715320587158,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,4.88985013961792,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.122020244598389,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,19.63741636276245,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,5.0213000774383545,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.258831262588501,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.465564489364624,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,16.147517204284668,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,5.818233251571655,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,5.058770418167114,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,7.502181053161621,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,16.7114839553833,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1037.43_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,5.613224506378174,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,4.993319988250732,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.908828020095825,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,27.860461711883545,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,6.194437026977539,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,4.71146297454834,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,7.3129332065582275,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,19.78060030937195,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.432532548904419,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.356165409088135,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.289948225021362,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,18.86680507659912,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1042.26_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,6.601179838180542,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,5.6753222942352295,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,8.255236625671387,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,59.01044154167175,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.35590124130249,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,6.2467286586761475,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,10.203892469406128,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,18.720354080200195,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.923689603805542,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,6.145596742630005,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,11.010848045349121,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,18.27871608734131,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1048.05_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,temporal_mean,7.597575664520264,False,1,1 3 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,spatial_mean,6.425760984420776,False,1,1 4 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,climatology,10.798408269882202,False,1,1 5 | 10,512MB,spatial,81.92 GB,hal24,24,128gb,16,anomaly,105.74454402923584,False,1,1 6 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,temporal_mean,7.364875078201294,False,1,1 7 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,spatial_mean,5.108884334564209,False,1,1 8 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,climatology,9.780776023864746,False,1,1 9 | 10,512MB,temporal,81.92 GB,hal24,24,128gb,16,anomaly,17.865033626556396,False,1,1 10 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,temporal_mean,7.407533407211304,False,1,1 11 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,spatial_mean,5.995681285858154,False,1,1 12 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,climatology,9.467006206512451,False,1,1 13 | 10,512MB,auto,81.92 GB,hal24,24,128gb,16,anomaly,25.423436880111694,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1052.08_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,8.528463125228882,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,6.7157251834869385,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,10.10323429107666,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,16.8986074924469,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,6.649886846542358,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,6.394993543624878,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,10.300524950027466,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,17.818526029586792,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,7.228162050247192,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,6.087520360946655,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,9.445719242095947,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,17.186867713928223,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1056.07_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,5.575829029083252,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,5.084869146347046,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,8.627957344055176,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,23.87886953353882,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,5.774872541427612,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,5.400453090667725,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,7.669636964797974,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,17.972508907318115,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,6.500372648239136,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,6.647615432739258,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,10.097568273544312,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,23.756147623062134,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1100.24_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,6.667576551437378,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,5.096458435058594,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,7.635088920593262,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,43.87503099441528,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.095160961151123,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,5.20303201675415,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,8.027948379516602,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,17.382124185562134,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,5.6308958530426025,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,4.926488637924194,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,7.447200298309326,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,23.451210021972656,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1105.22_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,7.378370761871338,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,6.474311351776123,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,9.220768928527832,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,70.30902934074402,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,6.6283509731292725,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.227920055389404,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,7.77866530418396,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,28.29771590232849,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,6.301312446594238,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,5.1002418994903564,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,8.80230188369751,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,22.956128120422363,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1114.57_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,temporal_mean,6.682504892349243,False,1,1 3 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,spatial_mean,5.207254409790039,False,1,1 4 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,climatology,6.753391265869141,False,1,1 5 | 10,512MB,spatial,5.12 GB,hal24,24,128gb,1,anomaly,15.08188772201538,False,1,1 6 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,temporal_mean,4.758142709732056,False,1,1 7 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,spatial_mean,4.289286136627197,False,1,1 8 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,climatology,7.004955291748047,False,1,1 9 | 10,512MB,temporal,5.12 GB,hal24,24,128gb,1,anomaly,14.977415084838867,False,1,1 10 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,temporal_mean,5.0149314403533936,False,1,1 11 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,spatial_mean,4.454316139221191,False,1,1 12 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,climatology,7.103148698806763,False,1,1 13 | 10,512MB,auto,5.12 GB,hal24,24,128gb,1,anomaly,15.279627561569214,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1119.11_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,temporal_mean,6.350501298904419,False,1,1 3 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,spatial_mean,6.408835172653198,False,1,1 4 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,climatology,7.5631959438323975,False,1,1 5 | 10,512MB,spatial,10.24 GB,hal24,24,128gb,2,anomaly,28.982056856155396,False,1,1 6 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,temporal_mean,7.716783761978149,False,1,1 7 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,spatial_mean,6.289865255355835,False,1,1 8 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,climatology,10.408328533172607,False,1,1 9 | 10,512MB,temporal,10.24 GB,hal24,24,128gb,2,anomaly,20.96963357925415,False,1,1 10 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,temporal_mean,7.233466863632202,False,1,1 11 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,spatial_mean,6.706923723220825,False,1,1 12 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,climatology,9.690464496612549,False,1,1 13 | 10,512MB,auto,10.24 GB,hal24,24,128gb,2,anomaly,21.525054931640625,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1124.16_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,temporal_mean,9.10261869430542,False,1,1 3 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,spatial_mean,7.07667350769043,False,1,1 4 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,climatology,10.637022972106934,False,1,1 5 | 10,512MB,spatial,20.48 GB,hal24,24,128gb,4,anomaly,57.27243781089783,False,1,1 6 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,temporal_mean,7.530766248703003,False,1,1 7 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,spatial_mean,6.164698123931885,False,1,1 8 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,climatology,9.451275110244751,False,1,1 9 | 10,512MB,temporal,20.48 GB,hal24,24,128gb,4,anomaly,27.389353275299072,False,1,1 10 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,temporal_mean,8.206744194030762,False,1,1 11 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,spatial_mean,6.53391695022583,False,1,1 12 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,climatology,10.937044858932495,False,1,1 13 | 10,512MB,auto,20.48 GB,hal24,24,128gb,4,anomaly,25.41639256477356,False,1,1 14 | -------------------------------------------------------------------------------- /results/hal24/2019-09-03/compute_study_2019-09-03_1129.16_.csv: -------------------------------------------------------------------------------- 1 | chunk_per_worker,chunk_size,chunking_scheme,dataset_size,machine,maxcore_per_node,maxmemory_per_node,num_nodes,operation,runtime,spil,threads_per_worker,worker_per_node 2 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,temporal_mean,7.793538331985474,False,1,1 3 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,spatial_mean,7.137636661529541,False,1,1 4 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,climatology,10.23339557647705,False,1,1 5 | 10,512MB,spatial,40.96 GB,hal24,24,128gb,8,anomaly,68.11487913131714,False,1,1 6 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,temporal_mean,7.537535667419434,False,1,1 7 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,spatial_mean,5.84412145614624,False,1,1 8 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,climatology,9.138883590698242,False,1,1 9 | 10,512MB,temporal,40.96 GB,hal24,24,128gb,8,anomaly,22.330794095993042,False,1,1 10 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,temporal_mean,7.920487642288208,False,1,1 11 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,spatial_mean,7.069401741027832,False,1,1 12 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,climatology,10.559403419494629,False,1,1 13 | 10,512MB,auto,40.96 GB,hal24,24,128gb,8,anomaly,18.597795724868774,False,1,1 14 | -------------------------------------------------------------------------------- /run.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": null, 6 | "metadata": {}, 7 | "outputs": [], 8 | "source": [ 9 | "from benchmarks.utils import Runner" 10 | ] 11 | }, 12 | { 13 | "cell_type": "code", 14 | "execution_count": null, 15 | "metadata": {}, 16 | "outputs": [], 17 | "source": [ 18 | "for i in range(100):\n", 19 | " config_file = 'benchmark-configs/hal.yaml'\n", 20 | " runner = Runner(config_file)\n", 21 | " runner.run()" 22 | ] 23 | } 24 | ], 25 | "metadata": { 26 | "kernelspec": { 27 | "display_name": "pangeobench", 28 | "language": "python", 29 | "name": "pangeobench" 30 | }, 31 | "language_info": { 32 | "codemirror_mode": { 33 | "name": "ipython", 34 | "version": 3 35 | }, 36 | "file_extension": ".py", 37 | "mimetype": "text/x-python", 38 | "name": "python", 39 | "nbconvert_exporter": "python", 40 | "pygments_lexer": "ipython3", 41 | "version": "3.6.8" 42 | } 43 | }, 44 | "nbformat": 4, 45 | "nbformat_minor": 2 46 | } 47 | -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- 1 | [flake8] 2 | exclude = docs 3 | ignore = E203,E266,E501,W503,E722,E402,C901,E731 4 | max-line-length = 100 5 | max-complexity = 18 6 | select = B,C,E,F,W,T4,B9 7 | 8 | [isort] 9 | known_first_party=benchmarking 10 | known_third_party=dask,distributed,fsspec,numpy,pandas,pkg_resources,setuptools,xarray 11 | multi_line_output=3 12 | include_trailing_comma=True 13 | force_grid_wrap=0 14 | combine_as_imports=True 15 | line_length=100 16 | skip= 17 | setup.py 18 | --------------------------------------------------------------------------------