test-python-results

AMD Ryzen 7 5700U testing with a LENOVO LNVNB161216 (GJCN20WW BIOS) and amdgpudrmfb on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2111184-TJ-TESTPYTHO07
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Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471
November 18
  1 Hour, 19 Minutes
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test-python-resultsOpenBenchmarking.orgPhoronix Test Suite 10.6.1AMD Ryzen 7 5700U @ 1.80GHz (8 Cores / 16 Threads)LENOVO LNVNB161216 (GJCN20WW BIOS)AMD Renoir Root Complex16GB256GB HFM256GDJTNG-8310Aamdgpudrmfb (1900/400MHz)AMD Device 1637Realtek RTL8822CE 802.11ac PCIeUbuntu 20.045.11.0-40-generic (x86_64)GNOME Shell 3.36.9X Server 1.20.11GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionTest-python-results PerformanceSystem Logs- 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: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8608103 - Python 3.8.10- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

test-python-resultsnumpy: cython-bench: N-Queenspybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonscikit-learn: Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471290.9622.80689924139910311610918.943522.810117312.844.5420OpenBenchmarking.org

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkConvertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647160120180240300SE +/- 2.82, N = 12290.96

Cython Benchmark

Cython provides a superset of Python that is geared to deliver C-like levels of performance. This test profile makes use of Cython's bundled benchmark tests and runs an N-Queens sample test as a simple benchmark to the system's Cython performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCython Benchmark 0.29.21Test: N-QueensConvertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471510152025SE +/- 0.29, N = 322.81

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesConvertible-x86_64-Ubuntu-20.04-pts-python-morph-16372564712004006008001000SE +/- 1.20, N = 3899

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goConvertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647150100150200250SE +/- 1.45, N = 3241

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Convertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647190180270360450SE +/- 2.89, N = 3399

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosConvertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647120406080100103

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatConvertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471306090120150SE +/- 1.15, N = 6116

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyConvertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647120406080100109

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibConvertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471510152025SE +/- 0.00, N = 318.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceConvertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647190180270360450SE +/- 0.67, N = 3435

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsConvertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471510152025SE +/- 0.03, N = 322.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesConvertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647120406080100101

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileConvertible-x86_64-Ubuntu-20.04-pts-python-morph-16372564714080120160200SE +/- 0.58, N = 3173

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupConvertible-x86_64-Ubuntu-20.04-pts-python-morph-16372564713691215SE +/- 0.03, N = 312.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateConvertible-x86_64-Ubuntu-20.04-pts-python-morph-16372564711020304050SE +/- 0.03, N = 344.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonConvertible-x86_64-Ubuntu-20.04-pts-python-morph-163725647190180270360450420

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

Detector: EXPoSE

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: The test quit with a non-zero exit status.

Detector: Relative Entropy

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: The test quit with a non-zero exit status.

Detector: Windowed Gaussian

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: The test quit with a non-zero exit status.

Detector: Earthgecko Skyline

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: The test quit with a non-zero exit status.

Detector: Bayesian Changepoint

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: The test quit with a non-zero exit status.

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

Benchmark: scikit_ica

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

Benchmark: scikit_qda

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

Benchmark: scikit_svm

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

Benchmark: scikit_linearridgeregression

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

PyHPC Benchmarks

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

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

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: ModuleNotFoundError: No module named 'numpy'

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

Convertible-x86_64-Ubuntu-20.04-pts-python-morph-1637256471: The test quit with a non-zero exit status.