python-y-1 Intel Core i5-9400F testing with a MSI B360M GAMING PLUS (MS-7B19) v1.0 (1.40 BIOS) and Gigabyte NVIDIA GeForce GT 710 2GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2107292-IB-PYTHONY1591&grt .
python-y-1 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Compiler File-System Screen Resolution Intel Core i5-9400F Intel Core i5-9400F @ 4.10GHz (6 Cores) MSI B360M GAMING PLUS (MS-7B19) v1.0 (1.40 BIOS) Intel Cannon Lake PCH 16GB 500GB Western Digital WD5000LPVX-8 Gigabyte NVIDIA GeForce GT 710 2GB Realtek ALC887-VD AL1707 A Intel I219-V Ubuntu 20.04 5.4.0-80-generic (x86_64) GNOME Shell 3.36.9 X Server 1.20.9 GCC 9.3.0 ext4 1280x1024 OpenBenchmarking.org - Transparent Huge Pages: madvise - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --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=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xea - Thermald 1.9.1 - Python 3.8.10 - itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected
python-y-1 cython-bench: N-Queens mlpack: scikit_svm numenta-nab: EXPoSE numenta-nab: Relative Entropy numenta-nab: Windowed Gaussian numenta-nab: Earthgecko Skyline numenta-nab: Bayesian Changepoint numpy: pybench: Total For Average Test Times pyperformance: go pyperformance: 2to3 pyperformance: chaos pyperformance: float pyperformance: nbody pyperformance: pathlib pyperformance: raytrace pyperformance: json_loads pyperformance: crypto_pyaes pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template pyperformance: pickle_pure_python scikit-learn: Intel Core i5-9400F 24.640 26.27 120.302 36.271 22.383 249.045 64.580 330.67 1053 238 318 102 111 124 19.1 450 24.4 104 169 10.7 45.8 408 152.134 OpenBenchmarking.org
Cython Benchmark Test: N-Queens OpenBenchmarking.org Seconds, Fewer Is Better Cython Benchmark 0.29.21 Test: N-Queens Intel Core i5-9400F 6 12 18 24 30 SE +/- 0.04, N = 3 24.64
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Intel Core i5-9400F 6 12 18 24 30 SE +/- 0.00, N = 3 26.27
Numenta Anomaly Benchmark Detector: EXPoSE OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: EXPoSE Intel Core i5-9400F 30 60 90 120 150 SE +/- 1.47, N = 4 120.30
Numenta Anomaly Benchmark Detector: Relative Entropy OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Intel Core i5-9400F 8 16 24 32 40 SE +/- 0.21, N = 3 36.27
Numenta Anomaly Benchmark Detector: Windowed Gaussian OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Intel Core i5-9400F 5 10 15 20 25 SE +/- 0.09, N = 3 22.38
Numenta Anomaly Benchmark Detector: Earthgecko Skyline OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Intel Core i5-9400F 50 100 150 200 250 SE +/- 0.33, N = 3 249.05
Numenta Anomaly Benchmark Detector: Bayesian Changepoint OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Intel Core i5-9400F 14 28 42 56 70 SE +/- 0.23, N = 3 64.58
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark Intel Core i5-9400F 70 140 210 280 350 SE +/- 1.43, N = 3 330.67
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Intel Core i5-9400F 200 400 600 800 1000 SE +/- 1.53, N = 3 1053
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Intel Core i5-9400F 50 100 150 200 250 SE +/- 0.33, N = 3 238
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Intel Core i5-9400F 70 140 210 280 350 318
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Intel Core i5-9400F 20 40 60 80 100 102
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Intel Core i5-9400F 20 40 60 80 100 111
PyPerformance Benchmark: nbody OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody Intel Core i5-9400F 30 60 90 120 150 124
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Intel Core i5-9400F 5 10 15 20 25 SE +/- 0.03, N = 3 19.1
PyPerformance Benchmark: raytrace OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace Intel Core i5-9400F 100 200 300 400 500 450
PyPerformance Benchmark: json_loads OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads Intel Core i5-9400F 6 12 18 24 30 SE +/- 0.07, N = 3 24.4
PyPerformance Benchmark: crypto_pyaes OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes Intel Core i5-9400F 20 40 60 80 100 SE +/- 0.33, N = 3 104
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Intel Core i5-9400F 40 80 120 160 200 169
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Intel Core i5-9400F 3 6 9 12 15 SE +/- 0.06, N = 3 10.7
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Intel Core i5-9400F 10 20 30 40 50 SE +/- 0.10, N = 3 45.8
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Intel Core i5-9400F 90 180 270 360 450 408
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 Intel Core i5-9400F 30 60 90 120 150 SE +/- 0.06, N = 3 152.13
Phoronix Test Suite v10.8.4