macminim4-python

Apple M4 testing with a Apple Mac mini and Apple M4 on macOS 15.0 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2501138-NE-MACMINIM412&grr.

macminim4-pythonProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelOpenCLCompilerFile-SystemScreen ResolutionMAC mini m4 python benchmarkApple M4 (10 Cores)Apple Mac mini16GB461GBApple M4LC49G95TmacOS 15.024.0.0 (arm64)OpenCL 1.2 (Aug 4 2024 00:06:31)GCC 16.0.0 + Clang 16.0.0 + Xcode 16.1APFS2560x1440OpenBenchmarking.org- XPC_FLAGS=0x0- Python 3.12.7

macminim4-pythonnumenta-nab: Relative Entropynumenta-nab: KNN CADpyhpc: CPU - Numpy - 4194304 - Equation of Statenumenta-nab: Earthgecko Skylinenumpy: pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingpyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Numba - 4194304 - Equation of Statepyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - Numba - 1048576 - Isoneutral Mixingnumenta-nab: Bayesian Changepointnumenta-nab: Contextual Anomaly Detector OSEpyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: CPU - Numba - 16384 - Equation of Statepybench: Total For Average Test Timespyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - Numpy - 65536 - Equation of Statepyhpc: CPU - Numba - 262144 - Isoneutral Mixingnumenta-nab: Windowed Gaussianpyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - Numba - 65536 - Equation of Statepyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyperformance: chaosMAC mini m4 python benchmark76.279273.1200.76278.088884.941.1860.0150.2420.4800.11225.93925.8260.1520.0070.0020.2720.0014290.0490.0120.060.0080.0317.8170.0040.0390.0040.001OpenBenchmarking.org

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyMAC mini m4 python benchmark20406080100SE +/- 0.53, N = 1376.28

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADMAC mini m4 python benchmark60120180240300SE +/- 0.92, N = 3273.12

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateMAC mini m4 python benchmark0.17150.3430.51450.6860.8575SE +/- 0.014, N = 150.762

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineMAC mini m4 python benchmark20406080100SE +/- 0.25, N = 378.09

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkMAC mini m4 python benchmark2004006008001000SE +/- 4.18, N = 3884.94

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.26690.53380.80071.06761.3345SE +/- 0.003, N = 31.186

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of StateMAC mini m4 python benchmark0.00340.00680.01020.01360.017SE +/- 0.000, N = 80.015

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of StateMAC mini m4 python benchmark0.05450.1090.16350.2180.2725SE +/- 0.000, N = 30.242

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.1080.2160.3240.4320.54SE +/- 0.001, N = 30.480

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.02520.05040.07560.10080.126SE +/- 0.000, N = 30.112

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointMAC mini m4 python benchmark612182430SE +/- 0.08, N = 325.94

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEMAC mini m4 python benchmark612182430SE +/- 0.08, N = 325.83

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateMAC mini m4 python benchmark0.03420.06840.10260.13680.171SE +/- 0.001, N = 30.152

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.00160.00320.00480.00640.008SE +/- 0.000, N = 30.007

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateMAC mini m4 python benchmark0.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.002

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.06120.12240.18360.24480.306SE +/- 0.001, N = 30.272

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of StateMAC mini m4 python benchmark0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.001

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesMAC mini m4 python benchmark90180270360450SE +/- 1.20, N = 3429

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.0110.0220.0330.0440.055SE +/- 0.000, N = 30.049

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.00270.00540.00810.01080.0135SE +/- 0.000, N = 30.012

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of StateMAC mini m4 python benchmark0.01350.0270.04050.0540.0675SE +/- 0.00, N = 30.06

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateMAC mini m4 python benchmark0.00180.00360.00540.00720.009SE +/- 0.000, N = 30.008

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.0070.0140.0210.0280.035SE +/- 0.000, N = 30.031

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianMAC mini m4 python benchmark246810SE +/- 0.036, N = 37.817

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.004

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateMAC mini m4 python benchmark0.00880.01760.02640.03520.044SE +/- 0.000, N = 30.039

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of StateMAC mini m4 python benchmark0.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.004

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral MixingMAC mini m4 python benchmark0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.001


Phoronix Test Suite v10.8.5