20200329phoronixsuite26tb\

Intel Core i7-8750H testing with a Notebook P9XXEN_EF_ED (1.07.04LAM BIOS) and NVIDIA GeForce RTX 2080 with Max-Q Design 8GB on Ubuntu 18.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2004016-VE-2004018VE66
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Intel Core i7-8750H
March 29 2020
  2 Hours, 24 Minutes
tb1_20200401_run1
April 01 2020
  2 Hours, 46 Minutes
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20200329phoronixsuite26tb\OpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-8750H @ 4.10GHz (6 Cores / 12 Threads)Notebook P9XXEN_EF_ED (1.07.04LAM BIOS)Intel Cannon Lake PCH32GB1000GB Samsung SSD 970 EVO Plus 1TBNVIDIA GeForce RTX 2080 with Max-Q Design 8GB (300/405MHz)NVIDIA GeForce RTX 2080 with Max-Q Design 8GB (360/405MHz)Realtek ALC1220Realtek RTL8111/8168/8411 + Intel-AC 9560Ubuntu 18.045.3.0-42-generic (x86_64)GNOME Shell 3.28.4X Server 1.20.5NVIDIA 440.44GCC 7.5.0 + CUDA 10.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen Resolution20200329phoronixsuite26tb\ BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xca- Python 2.7.17 + Python 3.6.9- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Intel Core i7-8750H vs. tb1_20200401_run1 ComparisonPhoronix Test SuiteBaseline+1.4%+1.4%+2.8%+2.8%+4.2%+4.2%go5.4%pathlib4.2%chaos4.2%scikit_linearridgeregression4.1%scikit_qda3.8%scikit_ica3.4%json_loads2.9%2to32.9%2.7%crypto_pyaes2.7%nbody2.4%django_template2.3%regex_compile2%PyPerformancePyPerformancePyPerformanceMlpack BenchmarkMlpack BenchmarkMlpack BenchmarkPyPerformancePyPerformanceNumpy BenchmarkPyPerformancePyPerformancePyPerformancePyPerformanceIntel Core i7-8750Htb1_20200401_run1

20200329phoronixsuite26tb\numpy: pybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonnumenta-nab: EXPoSEnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointmlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: Intel Core i7-8750Htb1_20200401_run1323.01117725834812011612521.255027.511319810.1374.55301306.07341.36623.060237.993104.18274.21122.1117.295.1515.554314.52119127235812511812822.155128.311620210.276.25331328.10441.71023.115240.966105.12976.71126.8117.415.3615.541OpenBenchmarking.org

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmarktb1_20200401_run1Intel Core i7-8750H70140210280350SE +/- 4.59, N = 4SE +/- 2.54, N = 3314.52323.01
OpenBenchmarking.orgScore, More Is BetterNumpy Benchmarktb1_20200401_run1Intel Core i7-8750H60120180240300Min: 305.53 / Avg: 314.52 / Max: 327.27Min: 318.1 / Avg: 323.01 / Max: 326.61

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timestb1_20200401_run1Intel Core i7-8750H30060090012001500SE +/- 2.19, N = 3SE +/- 1.45, N = 311911177
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timestb1_20200401_run1Intel Core i7-8750H2004006008001000Min: 1187 / Avg: 1191.33 / Max: 1194Min: 1174 / Avg: 1176.67 / Max: 1179

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: gotb1_20200401_run1Intel Core i7-8750H60120180240300SE +/- 3.93, N = 3SE +/- 0.33, N = 3272258
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: gotb1_20200401_run1Intel Core i7-8750H50100150200250Min: 264 / Avg: 271.67 / Max: 277Min: 257 / Avg: 257.67 / Max: 258

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3tb1_20200401_run1Intel Core i7-8750H80160240320400SE +/- 2.40, N = 3SE +/- 0.67, N = 3358348
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3tb1_20200401_run1Intel Core i7-8750H60120180240300Min: 353 / Avg: 357.67 / Max: 361Min: 347 / Avg: 347.67 / Max: 349

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaostb1_20200401_run1Intel Core i7-8750H306090120150SE +/- 2.03, N = 3SE +/- 1.00, N = 3125120
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaostb1_20200401_run1Intel Core i7-8750H20406080100Min: 121 / Avg: 124.67 / Max: 128Min: 119 / Avg: 120 / Max: 122

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floattb1_20200401_run1Intel Core i7-8750H306090120150SE +/- 0.88, N = 3118116
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floattb1_20200401_run1Intel Core i7-8750H20406080100Min: 117 / Avg: 118.33 / Max: 120

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodytb1_20200401_run1Intel Core i7-8750H306090120150128125

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibtb1_20200401_run1Intel Core i7-8750H510152025SE +/- 0.23, N = 7SE +/- 0.03, N = 322.121.2
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibtb1_20200401_run1Intel Core i7-8750H510152025Min: 21.5 / Avg: 22.07 / Max: 23.3Min: 21.2 / Avg: 21.23 / Max: 21.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracetb1_20200401_run1Intel Core i7-8750H120240360480600SE +/- 4.06, N = 3SE +/- 1.20, N = 3551550
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracetb1_20200401_run1Intel Core i7-8750H100200300400500Min: 544 / Avg: 550.67 / Max: 558Min: 548 / Avg: 550.33 / Max: 552

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadstb1_20200401_run1Intel Core i7-8750H714212835SE +/- 0.13, N = 3SE +/- 0.18, N = 328.327.5
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadstb1_20200401_run1Intel Core i7-8750H612182430Min: 28.2 / Avg: 28.33 / Max: 28.6Min: 27.2 / Avg: 27.47 / Max: 27.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaestb1_20200401_run1Intel Core i7-8750H306090120150SE +/- 1.00, N = 3116113
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaestb1_20200401_run1Intel Core i7-8750H20406080100Min: 112 / Avg: 113 / Max: 115

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compiletb1_20200401_run1Intel Core i7-8750H4080120160200SE +/- 1.20, N = 3SE +/- 1.20, N = 3202198
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compiletb1_20200401_run1Intel Core i7-8750H4080120160200Min: 200 / Avg: 201.67 / Max: 204Min: 196 / Avg: 198.33 / Max: 200

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startuptb1_20200401_run1Intel Core i7-8750H3691215SE +/- 0.03, N = 3SE +/- 0.15, N = 310.2010.13
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startuptb1_20200401_run1Intel Core i7-8750H3691215Min: 10.2 / Avg: 10.23 / Max: 10.3Min: 9.89 / Avg: 10.13 / Max: 10.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatetb1_20200401_run1Intel Core i7-8750H20406080100SE +/- 0.50, N = 3SE +/- 0.15, N = 376.274.5
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatetb1_20200401_run1Intel Core i7-8750H1530456075Min: 75.4 / Avg: 76.17 / Max: 77.1Min: 74.3 / Avg: 74.53 / Max: 74.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythontb1_20200401_run1Intel Core i7-8750H120240360480600SE +/- 7.88, N = 3SE +/- 1.00, N = 3533530
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythontb1_20200401_run1Intel Core i7-8750H90180270360450Min: 517 / Avg: 532.67 / Max: 542Min: 529 / Avg: 530 / Max: 532

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSEtb1_20200401_run1Intel Core i7-8750H30060090012001500SE +/- 3.31, N = 3SE +/- 2.75, N = 31328.101306.07
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSEtb1_20200401_run1Intel Core i7-8750H2004006008001000Min: 1322.83 / Avg: 1328.1 / Max: 1334.2Min: 1301.11 / Avg: 1306.07 / Max: 1310.62

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative Entropytb1_20200401_run1Intel Core i7-8750H1020304050SE +/- 0.21, N = 3SE +/- 0.34, N = 341.7141.37
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative Entropytb1_20200401_run1Intel Core i7-8750H918273645Min: 41.39 / Avg: 41.71 / Max: 42.1Min: 40.74 / Avg: 41.37 / Max: 41.89

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed Gaussiantb1_20200401_run1Intel Core i7-8750H612182430SE +/- 0.12, N = 3SE +/- 0.19, N = 323.1223.06
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed Gaussiantb1_20200401_run1Intel Core i7-8750H510152025Min: 22.89 / Avg: 23.11 / Max: 23.27Min: 22.74 / Avg: 23.06 / Max: 23.38

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko Skylinetb1_20200401_run1Intel Core i7-8750H50100150200250SE +/- 0.81, N = 3SE +/- 0.73, N = 3240.97237.99
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko Skylinetb1_20200401_run1Intel Core i7-8750H4080120160200Min: 239.36 / Avg: 240.97 / Max: 241.88Min: 236.55 / Avg: 237.99 / Max: 238.87

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian Changepointtb1_20200401_run1Intel Core i7-8750H20406080100SE +/- 0.74, N = 3SE +/- 0.69, N = 3105.13104.18
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian Changepointtb1_20200401_run1Intel Core i7-8750H20406080100Min: 103.68 / Avg: 105.13 / Max: 106.08Min: 102.85 / Avg: 104.18 / Max: 105.17

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icatb1_20200401_run1Intel Core i7-8750H20406080100SE +/- 0.45, N = 3SE +/- 0.52, N = 376.7174.21
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icatb1_20200401_run1Intel Core i7-8750H1530456075Min: 75.9 / Avg: 76.71 / Max: 77.48Min: 73.51 / Avg: 74.21 / Max: 75.23

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdatb1_20200401_run1Intel Core i7-8750H306090120150SE +/- 0.46, N = 3SE +/- 0.36, N = 3126.81122.11
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdatb1_20200401_run1Intel Core i7-8750H20406080100Min: 125.89 / Avg: 126.81 / Max: 127.35Min: 121.62 / Avg: 122.11 / Max: 122.82

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmtb1_20200401_run1Intel Core i7-8750H48121620SE +/- 0.04, N = 3SE +/- 0.04, N = 317.4117.29
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmtb1_20200401_run1Intel Core i7-8750H48121620Min: 17.37 / Avg: 17.41 / Max: 17.5Min: 17.24 / Avg: 17.29 / Max: 17.37

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressiontb1_20200401_run1Intel Core i7-8750H1.2062.4123.6184.8246.03SE +/- 0.05, N = 15SE +/- 0.06, N = 35.365.15
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressiontb1_20200401_run1Intel Core i7-8750H246810Min: 4.99 / Avg: 5.36 / Max: 5.63Min: 5.04 / Avg: 5.15 / Max: 5.25

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1tb1_20200401_run1Intel Core i7-8750H48121620SE +/- 0.20, N = 3SE +/- 0.20, N = 315.5415.55
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1tb1_20200401_run1Intel Core i7-8750H48121620Min: 15.33 / Avg: 15.54 / Max: 15.94Min: 15.15 / Avg: 15.55 / Max: 15.82