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spark-instrumented-optimizer/mllib-local/benchmarks/BLASBenchmark-results.txt

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[SPARK-35306][MLLIB][TESTS] Add benchmark results for BLASBenchmark created by GitHub Actions machines ### What changes were proposed in this pull request? This PR adds benchmark results for `BLASBenchmark` created by GitHub Actions machines. Benchmark result files are added for both JDK 8 (`BLASBenchmark-result.txt`) and 11 (`BLASBenchmark-jdk11-result.txt`) in `{SPARK_HOME}/mllib-local/benchmarks/`. ### Why are the changes needed? In [SPARK-34950](https://issues.apache.org/jira/browse/SPARK-34950), benchmark results were updated to the ones created by Github Actions machines. As benchmark results for `BLASBenchmark` (added at [SPARK-33882](https://issues.apache.org/jira/browse/SPARK-33882) and [SPARK-35150](https://issues.apache.org/jira/browse/SPARK-35150)) are not currently available at the repository, this PR adds them. ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? The benchmark results were obtained by running tests with GitHub Actions workflow in my forked repository. You can refer to the test results and output files from the link below. - https://github.com/byungsoo-oh/spark/actions/runs/809900377 - https://github.com/byungsoo-oh/spark/actions/runs/810084610 Closes #32435 from byungsoo-oh/SPARK-35306. Authored-by: byungsoo <byungsoo@byungsoo-pc.tn.corp.samsungelectronics.net> Signed-off-by: HyukjinKwon <gurwls223@apache.org>
2021-05-06 22:08:10 -04:00
================================================================================================
daxpy
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
daxpy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 398 422 13 251.1 4.0 1.0X
java 397 413 11 252.0 4.0 1.0X
================================================================================================
saxpy
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
saxpy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 217 230 7 460.7 2.2 1.0X
java 214 226 8 466.7 2.1 1.0X
================================================================================================
ddot
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OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
ddot: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 147 156 6 679.4 1.5 1.0X
java 121 128 4 824.8 1.2 1.2X
================================================================================================
sdot
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sdot: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 118 126 5 849.2 1.2 1.0X
java 79 85 3 1263.7 0.8 1.5X
================================================================================================
dscal
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dscal: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 357 371 9 279.7 3.6 1.0X
java 355 370 9 282.0 3.5 1.0X
================================================================================================
sscal
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sscal: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 184 195 6 543.4 1.8 1.0X
java 183 196 6 547.4 1.8 1.0X
================================================================================================
dspmv[U]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dspmv[U]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 1 1 0 604.2 1.7 1.0X
java 1 1 0 975.4 1.0 1.6X
================================================================================================
dspr[U]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dspr[U]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 1 1 0 553.8 1.8 1.0X
java 1 1 0 556.5 1.8 1.0X
================================================================================================
dsyr[U]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dsyr[U]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 1 2 0 370.5 2.7 1.0X
java 1 2 0 371.3 2.7 1.0X
================================================================================================
dgemv[N]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dgemv[N]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 1 1 0 1194.5 0.8 1.0X
java 1 1 0 1729.5 0.6 1.4X
================================================================================================
dgemv[T]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dgemv[T]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 1 1 0 1024.0 1.0 1.0X
java 1 1 0 1740.9 0.6 1.7X
================================================================================================
sgemv[N]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sgemv[N]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 1 1 0 1164.4 0.9 1.0X
java 1 1 0 1863.9 0.5 1.6X
================================================================================================
sgemv[T]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sgemv[T]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 1 1 0 1025.7 1.0 1.0X
java 1 1 0 1876.5 0.5 1.8X
================================================================================================
dgemm[N,N]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dgemm[N,N]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 872 916 24 1146.7 0.9 1.0X
java 415 435 14 2409.7 0.4 2.1X
================================================================================================
dgemm[N,T]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dgemm[N,T]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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f2j 897 940 22 1115.0 0.9 1.0X
java 424 455 15 2357.7 0.4 2.1X
================================================================================================
dgemm[T,N]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dgemm[T,N]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 1026 1086 29 974.7 1.0 1.0X
java 415 437 14 2406.9 0.4 2.5X
================================================================================================
dgemm[T,T]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
dgemm[T,T]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 1355 1408 33 737.9 1.4 1.0X
java 415 436 13 2412.4 0.4 3.3X
================================================================================================
sgemm[N,N]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sgemm[N,N]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 870 919 24 1149.8 0.9 1.0X
java 379 403 15 2635.2 0.4 2.3X
================================================================================================
sgemm[N,T]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sgemm[N,T]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 887 933 28 1127.3 0.9 1.0X
java 393 440 18 2543.4 0.4 2.3X
================================================================================================
sgemm[T,N]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sgemm[T,N]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 1024 1088 33 976.7 1.0 1.0X
java 402 421 12 2487.7 0.4 2.5X
================================================================================================
sgemm[T,T]
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_292-b10 on Linux 5.4.0-1046-azure
Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
sgemm[T,T]: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
f2j 1304 1363 33 767.0 1.3 1.0X
java 402 426 13 2486.8 0.4 3.2X
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