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.
HTML result view exported from: https://openbenchmarking.org/result/2004016-VE-2004018VE66 .
20200329phoronixsuite26tb\ Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution Intel Core i7-8750H tb1_20200401_run1 Intel Core i7-8750H @ 4.10GHz (6 Cores / 12 Threads) Notebook P9XXEN_EF_ED (1.07.04LAM BIOS) Intel Cannon Lake PCH 32GB 1000GB Samsung SSD 970 EVO Plus 1TB NVIDIA GeForce RTX 2080 with Max-Q Design 8GB (300/405MHz) Realtek ALC1220 Realtek RTL8111/8168/8411 + Intel-AC 9560 Ubuntu 18.04 5.3.0-42-generic (x86_64) GNOME Shell 3.28.4 X Server 1.20.5 NVIDIA 440.44 GCC 7.5.0 + CUDA 10.0 ext4 1920x1200 NVIDIA GeForce RTX 2080 with Max-Q Design 8GB (360/405MHz) OpenBenchmarking.org Compiler Details - --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 Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xca Python Details - Python 2.7.17 + Python 3.6.9 Security Details - 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
20200329phoronixsuite26tb\ 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 numenta-nab: EXPoSE numenta-nab: Relative Entropy numenta-nab: Windowed Gaussian numenta-nab: Earthgecko Skyline numenta-nab: Bayesian Changepoint mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mlpack: scikit_linearridgeregression scikit-learn: Intel Core i7-8750H tb1_20200401_run1 323.01 1177 258 348 120 116 125 21.2 550 27.5 113 198 10.13 74.5 530 1306.073 41.366 23.060 237.993 104.182 74.21 122.11 17.29 5.15 15.554 314.52 1191 272 358 125 118 128 22.1 551 28.3 116 202 10.2 76.2 533 1328.104 41.710 23.115 240.966 105.129 76.71 126.81 17.41 5.36 15.541 OpenBenchmarking.org
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark Intel Core i7-8750H tb1_20200401_run1 70 140 210 280 350 SE +/- 2.54, N = 3 SE +/- 4.59, N = 4 323.01 314.52
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Intel Core i7-8750H tb1_20200401_run1 300 600 900 1200 1500 SE +/- 1.45, N = 3 SE +/- 2.19, N = 3 1177 1191
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Intel Core i7-8750H tb1_20200401_run1 60 120 180 240 300 SE +/- 0.33, N = 3 SE +/- 3.93, N = 3 258 272
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Intel Core i7-8750H tb1_20200401_run1 80 160 240 320 400 SE +/- 0.67, N = 3 SE +/- 2.40, N = 3 348 358
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Intel Core i7-8750H tb1_20200401_run1 30 60 90 120 150 SE +/- 1.00, N = 3 SE +/- 2.03, N = 3 120 125
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Intel Core i7-8750H tb1_20200401_run1 30 60 90 120 150 SE +/- 0.88, N = 3 116 118
PyPerformance Benchmark: nbody OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody Intel Core i7-8750H tb1_20200401_run1 30 60 90 120 150 125 128
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Intel Core i7-8750H tb1_20200401_run1 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.23, N = 7 21.2 22.1
PyPerformance Benchmark: raytrace OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace Intel Core i7-8750H tb1_20200401_run1 120 240 360 480 600 SE +/- 1.20, N = 3 SE +/- 4.06, N = 3 550 551
PyPerformance Benchmark: json_loads OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads Intel Core i7-8750H tb1_20200401_run1 7 14 21 28 35 SE +/- 0.18, N = 3 SE +/- 0.13, N = 3 27.5 28.3
PyPerformance Benchmark: crypto_pyaes OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes Intel Core i7-8750H tb1_20200401_run1 30 60 90 120 150 SE +/- 1.00, N = 3 113 116
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Intel Core i7-8750H tb1_20200401_run1 40 80 120 160 200 SE +/- 1.20, N = 3 SE +/- 1.20, N = 3 198 202
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Intel Core i7-8750H tb1_20200401_run1 3 6 9 12 15 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 10.13 10.20
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Intel Core i7-8750H tb1_20200401_run1 20 40 60 80 100 SE +/- 0.15, N = 3 SE +/- 0.50, N = 3 74.5 76.2
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Intel Core i7-8750H tb1_20200401_run1 120 240 360 480 600 SE +/- 1.00, N = 3 SE +/- 7.88, N = 3 530 533
Numenta Anomaly Benchmark Detector: EXPoSE OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: EXPoSE Intel Core i7-8750H tb1_20200401_run1 300 600 900 1200 1500 SE +/- 2.75, N = 3 SE +/- 3.31, N = 3 1306.07 1328.10
Numenta Anomaly Benchmark Detector: Relative Entropy OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Intel Core i7-8750H tb1_20200401_run1 10 20 30 40 50 SE +/- 0.34, N = 3 SE +/- 0.21, N = 3 41.37 41.71
Numenta Anomaly Benchmark Detector: Windowed Gaussian OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Intel Core i7-8750H tb1_20200401_run1 6 12 18 24 30 SE +/- 0.19, N = 3 SE +/- 0.12, N = 3 23.06 23.12
Numenta Anomaly Benchmark Detector: Earthgecko Skyline OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Intel Core i7-8750H tb1_20200401_run1 50 100 150 200 250 SE +/- 0.73, N = 3 SE +/- 0.81, N = 3 237.99 240.97
Numenta Anomaly Benchmark Detector: Bayesian Changepoint OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Intel Core i7-8750H tb1_20200401_run1 20 40 60 80 100 SE +/- 0.69, N = 3 SE +/- 0.74, N = 3 104.18 105.13
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica Intel Core i7-8750H tb1_20200401_run1 20 40 60 80 100 SE +/- 0.52, N = 3 SE +/- 0.45, N = 3 74.21 76.71
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda Intel Core i7-8750H tb1_20200401_run1 30 60 90 120 150 SE +/- 0.36, N = 3 SE +/- 0.46, N = 3 122.11 126.81
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Intel Core i7-8750H tb1_20200401_run1 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 17.29 17.41
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression Intel Core i7-8750H tb1_20200401_run1 1.206 2.412 3.618 4.824 6.03 SE +/- 0.06, N = 3 SE +/- 0.05, N = 15 5.15 5.36
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 Intel Core i7-8750H tb1_20200401_run1 4 8 12 16 20 SE +/- 0.20, N = 3 SE +/- 0.20, N = 3 15.55 15.54
Phoronix Test Suite v10.8.4