python1-result

Ubuntu 22.04 with Sunlight Realtime Linux Kernel

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2309288-NE-PYTHON1RE27
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Date
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  Test
  Duration
Intel Core i7-1260P
September 26 2023
  1 Day, 8 Hours, 43 Minutes
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Intel Core i7-1260P

Processor: Intel Core i7-1260P @ 4.70GHz (12 Cores / 16 Threads), Motherboard: Intel NUC12WSBi7 (WSADL357.0088.2023.0505.1623 BIOS), Chipset: Intel Alder Lake PCH, Memory: 2 x 8 GB DDR4-3200MT/s NT8GA64D88CX3S-JR, Disk: 512GB SAMSUNG MZVL2512HCJQ-00A00, Graphics: Intel Alder Lake-P IGP (1400MHz), Audio: Realtek ALC269VB, Monitor: HP E27d G4, Network: Intel I225-V + Intel Alder Lake-P PCH CNVi WiFi

OS: Ubuntu 22.04, Kernel: 6.5.5-pve-v4-realtime-rt8 (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server, Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x42c - Thermald 2.4.9
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

python1-resultOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-1260P @ 4.70GHz (12 Cores / 16 Threads)Intel NUC12WSBi7 (WSADL357.0088.2023.0505.1623 BIOS)Intel Alder Lake PCH2 x 8 GB DDR4-3200MT/s NT8GA64D88CX3S-JR512GB SAMSUNG MZVL2512HCJQ-00A00Intel Alder Lake-P IGP (1400MHz)Realtek ALC269VBHP E27d G4Intel I225-V + Intel Alder Lake-P PCH CNVi WiFiUbuntu 22.046.5.5-pve-v4-realtime-rt8 (x86_64)GNOME Shell 42.9X Server1.3.238GCC 11.4.0ext42560x1440ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionPython1-result BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x42c - Thermald 2.4.9 - Python 3.10.12- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

python1-resultnumpy: cython-bench: N-Queenspybench: Total For Average Test Timesnumenta-nab: KNN CADnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointnumenta-nab: Contextual Anomaly Detector OSEmlpack: scikit_svmmlpack: scikit_linearridgeregressionpyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingscikit-learn: Sparsifyscikit-learn: MNIST Datasetscikit-learn: Text Vectorizersscikit-learn: TSNE MNIST Datasetscikit-learn: Covertype Dataset Benchmarkscikit-learn: Hist Gradient Boosting Adultscikit-learn: Hist Gradient Boosting Threadingscikit-learn: 20 Newsgroups / Logistic Regressionscikit-learn: Hist Gradient Boosting Categorical Onlyscikit-learn: Sparse Rand Projections / 100 IterationsIntel Core i7-1260P520.0215.941566245.02620.70012.279140.16133.28145.83113.79135.250.0020.0060.0150.0280.0660.1170.3020.5622.1832.57669.61356.18745.602451.725368.003140.636174.05934.30027.61121912.978OpenBenchmarking.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 BenchmarkIntel Core i7-1260P110220330440550SE +/- 1.08, N = 3520.02

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-QueensIntel Core i7-1260P48121620SE +/- 0.11, N = 315.94

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 TimesIntel Core i7-1260P120240360480600SE +/- 1.33, N = 3566

PyPerformance

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

Benchmark: go

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: 2to3

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: chaos

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: float

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: nbody

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: pathlib

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: raytrace

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: json_loads

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: crypto_pyaes

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: regex_compile

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: python_startup

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: django_template

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

Benchmark: pickle_pure_python

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ERROR: failed to create the virtual environment

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 time-series 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.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADIntel Core i7-1260P50100150200250SE +/- 0.83, N = 3245.03

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyIntel Core i7-1260P510152025SE +/- 0.18, N = 1520.70

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianIntel Core i7-1260P3691215SE +/- 0.17, N = 1212.28

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineIntel Core i7-1260P306090120150SE +/- 1.18, N = 12140.16

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointIntel Core i7-1260P816243240SE +/- 0.32, N = 633.28

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEIntel Core i7-1260P1020304050SE +/- 0.37, N = 345.83

Mlpack Benchmark

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

Benchmark: scikit_ica

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

Benchmark: scikit_qda

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmIntel Core i7-1260P48121620SE +/- 0.02, N = 313.79

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionIntel Core i7-1260P306090120150SE +/- 1.19, N = 8135.25

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateIntel Core i7-1260P0.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.002

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Core i7-1260P0.00140.00280.00420.00560.007SE +/- 0.000, N = 30.006

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateIntel Core i7-1260P0.00340.00680.01020.01360.017SE +/- 0.000, N = 30.015

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingIntel Core i7-1260P0.00630.01260.01890.02520.0315SE +/- 0.000, N = 30.028

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateIntel Core i7-1260P0.01490.02980.04470.05960.0745SE +/- 0.000, N = 30.066

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingIntel Core i7-1260P0.02630.05260.07890.10520.1315SE +/- 0.000, N = 30.117

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateIntel Core i7-1260P0.0680.1360.2040.2720.34SE +/- 0.003, N = 30.302

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingIntel Core i7-1260P0.12650.2530.37950.5060.6325SE +/- 0.002, N = 30.562

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateIntel Core i7-1260P0.49120.98241.47361.96482.456SE +/- 0.012, N = 32.183

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingIntel Core i7-1260P0.57961.15921.73882.31842.898SE +/- 0.016, N = 32.576

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

Intel Core i7-1260P: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

Benchmark: GLM

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: SAGA

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Tree

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Lasso

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Glmnet

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'glmnet.elastic_net'

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SparsifyIntel Core i7-1260P1530456075SE +/- 0.61, N = 369.611. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Plot Ward

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: MNIST DatasetIntel Core i7-1260P1326395265SE +/- 0.12, N = 356.191. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Plot Neighbors

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: SGD Regression

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: SGDOneClassSVM

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Plot Lasso Path

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Isolation Forest

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Plot Fast KMeans

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Text VectorizersIntel Core i7-1260P1020304050SE +/- 0.11, N = 345.601. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Plot Hierarchical

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Plot OMP vs. LARS

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Feature Expansions

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: LocalOutlierFactor

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: TSNE MNIST DatasetIntel Core i7-1260P100200300400500SE +/- 0.88, N = 3451.731. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Isotonic / Logistic

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Plot Incremental PCA

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Hist Gradient Boosting

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Plot Parallel Pairwise

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Isotonic / Pathological

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: RCV1 Logreg Convergencet

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Sample Without Replacement

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Covertype Dataset BenchmarkIntel Core i7-1260P80160240320400SE +/- 1.30, N = 3368.001. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boosting AdultIntel Core i7-1260P306090120150SE +/- 1.64, N = 3140.641. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Isotonic / Perturbed Logarithm

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boosting ThreadingIntel Core i7-1260P4080120160200SE +/- 0.88, N = 3174.061. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Plot Singular Value Decomposition

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Hist Gradient Boosting Higgs Boson

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: EOFError: Compressed file ended before the end-of-stream marker was reached

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: 20 Newsgroups / Logistic RegressionIntel Core i7-1260P816243240SE +/- 0.09, N = 334.301. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Plot Polynomial Kernel Approximation

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Plot Non-Negative Matrix Factorization

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boosting Categorical OnlyIntel Core i7-1260P612182430SE +/- 0.29, N = 427.611. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Benchmark: Kernel PCA Solvers / Time vs. N Samples

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

Benchmark: Kernel PCA Solvers / Time vs. N Components

Intel Core i7-1260P: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ImportError: cannot import name 'docstring' from 'matplotlib' (/root/.local/lib/python3.10/site-packages/matplotlib/__init__.py)

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Sparse Random Projections / 100 IterationsIntel Core i7-1260P5K10K15K20K25KSE +/- 12.99, N = 321912.981. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc

Intel Core i7-1260P

Processor: Intel Core i7-1260P @ 4.70GHz (12 Cores / 16 Threads), Motherboard: Intel NUC12WSBi7 (WSADL357.0088.2023.0505.1623 BIOS), Chipset: Intel Alder Lake PCH, Memory: 2 x 8 GB DDR4-3200MT/s NT8GA64D88CX3S-JR, Disk: 512GB SAMSUNG MZVL2512HCJQ-00A00, Graphics: Intel Alder Lake-P IGP (1400MHz), Audio: Realtek ALC269VB, Monitor: HP E27d G4, Network: Intel I225-V + Intel Alder Lake-P PCH CNVi WiFi

OS: Ubuntu 22.04, Kernel: 6.5.5-pve-v4-realtime-rt8 (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server, Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x42c - Thermald 2.4.9
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 26 September 2023 20:14 by user root.