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bstellato/ecos_master.txt

Created February 6, 2019 19:46
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ecos_master.txt
N = 8
FUNCTION: with_compile Used 100 times with solver ECOS
Solver time
MEDIAN 0.000491588
MEAN 0.000584584825
STDEV 0.00025277084914314066
CVXPY time
MEDIAN 0.03191720293206787
MEAN 0.03357378209356384
STDEV 0.005317177566723467
Total time
MEDIAN 0.032439589500427246
MEAN 0.034158366918563846
STDEV 0.005376668905361823
FUNCTION: without_compile Used 100 times with solver ECOS
Solver time
MEDIAN 0.0004871805
MEAN 0.00054794145
STDEV 0.00018038330935394448
CVXPY time
MEDIAN 0.03086227871685791
MEAN 0.03294745293883463
STDEV 0.005881999996172821
Total time
MEDIAN 0.03139650821685791
MEAN 0.033495394388834636
STDEV 0.005942969739985402
N = 800
FUNCTION: with_compile Used 100 times with solver ECOS
Solver time
MEDIAN 0.1307495615
MEAN 0.13171121195833332
STDEV 0.014839522424258846
CVXPY time
MEDIAN 0.043150715989868166
MEAN 0.04354146901885223
STDEV 0.00253611342999952
Total time
MEDIAN 0.17396700382232666
MEAN 0.17525268097718558
STDEV 0.0154148016117019
FUNCTION: without_compile Used 100 times with solver ECOS
Solver time
MEDIAN 0.1306060135
MEAN 0.13037930240384618
STDEV 0.012857690188756264
CVXPY time
MEDIAN 0.041664326378479014
MEAN 0.043147236848508394
STDEV 0.006267803332561091
Total time
MEDIAN 0.17291247844696045
MEAN 0.17352653925235456
STDEV 0.015221892542978543
N = 8000
FUNCTION: with_compile Used 100 times with solver ECOS
Solver time
MEDIAN 2.976878646
MEAN 3.304412085659999
STDEV 0.6738521905227991
CVXPY time
MEDIAN 0.20321353979547108
MEAN 0.20800061976144776
STDEV 0.01800560508891149
Total time
MEDIAN 3.179416060447693
MEAN 3.512412705421448
STDEV 0.6770328737289012
FUNCTION: without_compile Used 100 times with solver ECOS
Solver time
MEDIAN 2.9691833045
MEAN 3.359904484740001
STDEV 0.7105482215326147
CVXPY time
MEDIAN 0.20085597217993167
MEAN 0.20181163311888675
STDEV 0.009269171049757078
Total time
MEDIAN 3.174578547477722
MEAN 3.5617161178588868
STDEV 0.7092690441995505
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