noah/QM-7063-Final
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Polynomial regression, additional EDA, SVR

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This commit is contained in:
Noah L. Schrick 2023-04-18 14:53:43 -05:00
parent 6fa260dc32
commit 5a9032ad35
2 changed files with 8987 additions and 219 deletions
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9193
timing-analysis.ipynb
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File diff suppressed because one or more lines are too long

13
timing.csv
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@ -826,6 +826,19 @@ load,exploit,appl,nodes,runtime,task0,task1,task2,task3,task4,task5
296,192,75,7,23490.471000,0,6303.6,4233.38,462.256,193.123,0
296,192,75,11,10048.356000,0,3927.12,2566.14,448.038,187.57,0
296,192,75,12,6367.721000,0,2259.08,2165.39,379.227,184.58,0
296,192,100,4,27985.090000,0,7315.56,5648.59,400.992,201.941,0
296,192,100,5,28102.298000,0,7283.72,5656.43,463.276,198.647,0
296,192,100,6,30251.226000,0,7450.48,6465.63,477.498,250.285,0
296,192,100,7,31718.292000,0,8636.27,5732.31,393.129,299.022,0
296,192,100,10,10155.169000,0,3491.69,3354.44,454.262,205.671,0
296,192,100,11,11954.256000,0,4611.84,3241.29,429.406,207.792,0
296,192,100,12,7929.457000,0,2934.86,2693.78,382.558,221.012,0
296,384,0,4,8951.850000,0,3522.83,20.054,380.025,251.68,0
296,384,0,5,9022.542000,0,3560.87,20.1415,380.215,191.771,0
296,384,0,6,9659.159000,0,3662.09,20.336,446.857,186.781,0
296,384,0,7,5730.417000,0,2475.98,20.2225,371.225,212.417,0
296,384,0,9,4908.263000,0,2097.58,288.186,380.105,240.339,0
296,384,0,10,4901.544000,0,1814.81,476,438.053,247.114,0
395,6,0,1,549.759000,0,198.494,179.04,44.75,0,5.646
395,6,25,1,539.196000,0,192.308,174.378,44.006,0,5.7
395,6,50,1,545.386000,0,194.225,175.032,44.278,0,5.927

1 load exploit appl nodes runtime task0 task1 task2 task3 task4 task5
826 296 192 75 7 23490.471000 0 6303.6 4233.38 462.256 193.123 0
827 296 192 75 11 10048.356000 0 3927.12 2566.14 448.038 187.57 0
828 296 192 75 12 6367.721000 0 2259.08 2165.39 379.227 184.58 0
829 296 192 100 4 27985.090000 0 7315.56 5648.59 400.992 201.941 0
830 296 192 100 5 28102.298000 0 7283.72 5656.43 463.276 198.647 0
831 296 192 100 6 30251.226000 0 7450.48 6465.63 477.498 250.285 0
832 296 192 100 7 31718.292000 0 8636.27 5732.31 393.129 299.022 0
833 296 192 100 10 10155.169000 0 3491.69 3354.44 454.262 205.671 0
834 296 192 100 11 11954.256000 0 4611.84 3241.29 429.406 207.792 0
835 296 192 100 12 7929.457000 0 2934.86 2693.78 382.558 221.012 0
836 296 384 0 4 8951.850000 0 3522.83 20.054 380.025 251.68 0
837 296 384 0 5 9022.542000 0 3560.87 20.1415 380.215 191.771 0
838 296 384 0 6 9659.159000 0 3662.09 20.336 446.857 186.781 0
839 296 384 0 7 5730.417000 0 2475.98 20.2225 371.225 212.417 0
840 296 384 0 9 4908.263000 0 2097.58 288.186 380.105 240.339 0
841 296 384 0 10 4901.544000 0 1814.81 476 438.053 247.114 0
842 395 6 0 1 549.759000 0 198.494 179.04 44.75 0 5.646
843 395 6 25 1 539.196000 0 192.308 174.378 44.006 0 5.7
844 395 6 50 1 545.386000 0 194.225 175.032 44.278 0 5.927