20201017-precision-3620-linux-59-python Intel Core i7-7700 testing with a Dell 0MWYPT (2.11.0 BIOS) and AMD Radeon Pro WX 5100 8GB on MarIuX64 2.0 GNU/Linux 2010-2012 via the Phoronix Test Suite. Intel Core i7-7700: Processor: Intel Core i7-7700 @ 4.20GHz (4 Cores / 8 Threads), Motherboard: Dell 0MWYPT (2.11.0 BIOS), Chipset: Intel Xeon E3-1200 v6/7th, Memory: 32GB, Disk: 500GB TOSHIBA DT01ACA0, Graphics: AMD Radeon Pro WX 5100 8GB (1086/1250MHz), Audio: Intel 100 /C230, Monitor: DELL UP2716D, Network: Intel I219-LM OS: MarIuX64 2.0 GNU/Linux 2010-2012, Kernel: 5.9.0.mx64.348 (x86_64), Desktop: Xfce 4.14, Display Server: X Server 1.20.7, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.1.7 (LLVM 9.0.1), Compiler: GCC 7.5.0 + TCC 0.9.27 + Clang 9.0.1 + LLVM 9.0.1 + CUDA 7.5, File-System: xfs, Screen Resolution: 2560x1440 Numpy Benchmark Score > Higher Is Better Intel Core i7-7700 . 332.31 |================================================== Cython benchmark 0.27 Seconds < Lower Is Better Intel Core i7-7700 . 26.58 |=================================================== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Intel Core i7-7700 . 1285 |==================================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Intel Core i7-7700 . 340 |===================================================== PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better Intel Core i7-7700 . 392 |===================================================== PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better Intel Core i7-7700 . 149 |===================================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Intel Core i7-7700 . 135 |===================================================== PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Intel Core i7-7700 . 148 |===================================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Intel Core i7-7700 . 22.8 |==================================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Intel Core i7-7700 . 689 |===================================================== PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Intel Core i7-7700 . 30.0 |==================================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Intel Core i7-7700 . 133 |===================================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Intel Core i7-7700 . 232 |===================================================== PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Intel Core i7-7700 . 10.1 |==================================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Intel Core i7-7700 . 77.4 |==================================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Intel Core i7-7700 . 620 |===================================================== Numenta Anomaly Benchmark 1.1 Detector: EXPoSE Seconds < Lower Is Better Intel Core i7-7700 . 859.77 |================================================== Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better Intel Core i7-7700 . 47.28 |=================================================== Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better Intel Core i7-7700 . 24.57 |=================================================== Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better Intel Core i7-7700 . 267.00 |================================================== Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better Intel Core i7-7700 . 87.56 |=================================================== Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better Intel Core i7-7700 . 48.86 |=================================================== Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better Intel Core i7-7700 . 61.70 |=================================================== Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better Intel Core i7-7700 . 26.37 |=================================================== Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better Intel Core i7-7700 . 3.46 |==================================================== Scikit-Learn 0.22.1 Seconds < Lower Is Better Intel Core i7-7700 . 10.95 |===================================================