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&grr&sor .
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\ numenta-nab: EXPoSE numpy: numenta-nab: Earthgecko Skyline mlpack: scikit_linearridgeregression mlpack: scikit_qda numenta-nab: Bayesian Changepoint pyperformance: raytrace pyperformance: python_startup mlpack: scikit_ica pyperformance: 2to3 pyperformance: pathlib pyperformance: go numenta-nab: Relative Entropy pyperformance: regex_compile pyperformance: django_template pyperformance: pickle_pure_python pybench: Total For Average Test Times pyperformance: json_loads pyperformance: chaos pyperformance: nbody numenta-nab: Windowed Gaussian pyperformance: float pyperformance: crypto_pyaes mlpack: scikit_svm scikit-learn: Intel Core i7-8750H tb1_20200401_run1 1306.073 323.01 237.993 5.15 122.11 104.182 550 10.13 74.21 348 21.2 258 41.366 198 74.5 530 1177 27.5 120 125 23.060 116 113 17.29 15.554 1328.104 314.52 240.966 5.36 126.81 105.129 551 10.2 76.71 358 22.1 272 41.710 202 76.2 533 1191 28.3 125 128 23.115 118 116 17.41 15.541 OpenBenchmarking.org
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
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
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
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
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
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
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: 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
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
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: 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: 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
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
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: 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
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: 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: 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: 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
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
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: 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
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
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 tb1_20200401_run1 Intel Core i7-8750H 4 8 12 16 20 SE +/- 0.20, N = 3 SE +/- 0.20, N = 3 15.54 15.55
Phoronix Test Suite v10.8.4