pyhpc intel

Intel Core i9-11900K testing with a ASUS ROG MAXIMUS XIII HERO (1007 BIOS) and Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB on Ubuntu 21.10 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 2110296-TJ-PYHPCINTE29
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Core i5 11600K
October 29 2021
  21 Minutes
Core i5-11600K
October 29 2021
  20 Minutes
Core i9 11900K
October 29 2021
  20 Minutes
Core i9-11900K
October 29 2021
  19 Minutes
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pyhpc intelOpenBenchmarking.orgPhoronix Test SuiteIntel Core i5-11600K @ 4.90GHz (6 Cores / 12 Threads)Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads)ASUS ROG MAXIMUS XIII HERO (1007 BIOS)Intel Tiger Lake-H32GB1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GBGigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz)Intel Tiger Lake-H HD AudioASUS MG28U2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 21.105.15.0-051500rc6daily20211023-generic (x86_64) 20211022GNOME Shell 40.5X Server + Wayland4.6 Mesa 22.0.0-devel (git-c2d522b 2021-10-23 impish-oibaf-ppa) (LLVM 12.0.1 DRM 3.42 5.15.0-051500rc6daily20211023-generic)1.2.195GCC 11.2.0ext43840x2160ProcessorsMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionPyhpc Intel BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.6- Python 3.9.7- 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Core i5 11600KCore i5-11600KCore i9 11900KCore i9-11900KResult OverviewPhoronix Test Suite100%125%150%175%200%PyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksCPU - JAX - 262144 - Equation of StateCPU - JAX - 16384 - Isoneutral MixingCPU - Numpy - 16384 - Equation of StateCPU - Aesara - 65536 - Equation of StateCPU - JAX - 4194304 - Equation of StateCPU - Numpy - 16384 - Isoneutral MixingCPU - TensorFlow - 262144 - Equation of StateCPU - JAX - 65536 - Isoneutral MixingCPU - Numba - 4194304 - Equation of StateCPU - Aesara - 65536 - Isoneutral MixingCPU - Numba - 262144 - Equation of StateCPU - Numpy - 1048576 - Equation of StateCPU - Aesara - 262144 - Isoneutral MixingCPU - JAX - 262144 - Isoneutral MixingCPU - TensorFlow - 1048576 - Equation of StateCPU - Numpy - 1048576 - Isoneutral MixingCPU - Numba - 1048576 - Isoneutral MixingCPU - Numba - 4194304 - Isoneutral MixingCPU - PyTorch - 262144 - Isoneutral MixingCPU - Numpy - 65536 - Isoneutral MixingCPU - Numpy - 262144 - Isoneutral MixingCPU - Aesara - 4194304 - Equation of StateCPU - Aesara - 262144 - Equation of StateCPU - Aesara - 1048576 - Equation of StateCPU - Aesara - 4194304 - Isoneutral MixingCPU - Numpy - 4194304 - Equation of StateCPU - Numba - 262144 - Isoneutral MixingCPU - Numba - 65536 - Isoneutral MixingCPU - Numpy - 65536 - Equation of StateCPU - Numpy - 262144 - Equation of StateCPU - TensorFlow - 4194304 - Equation of StateCPU - Numba - 1048576 - Equation of StateCPU - PyTorch - 65536 - Isoneutral MixingCPU - PyTorch - 1048576 - Isoneutral MixingCPU - JAX - 4194304 - Isoneutral MixingCPU - PyTorch - 4194304 - Isoneutral MixingCPU - Aesara - 1048576 - Isoneutral MixingCPU - Numpy - 4194304 - Isoneutral MixingCPU - JAX - 1048576 - Isoneutral MixingCPU - PyTorch - 1048576 - Equation of StateCPU - PyTorch - 4194304 - Equation of StateCPU - JAX - 1048576 - Equation of StateCPU - Numba - 16384 - Equation of StateCPU - Numba - 16384 - Isoneutral MixingCPU - Numba - 65536 - Equation of StateCPU - Aesara - 16384 - Equation of StateCPU - Aesara - 16384 - Isoneutral MixingCPU - PyTorch - 16384 - Isoneutral MixingCPU - PyTorch - 65536 - Equation of StateCPU - PyTorch - 262144 - Equation of StateCPU - TensorFlow - 16384 - Equation of StateCPU - TensorFlow - 65536 - Equation of State

pyhpc intelpyhpc: CPU - JAX - 16384 - Isoneutral Mixingpyhpc: CPU - JAX - 65536 - Equation of Statepyhpc: CPU - JAX - 65536 - Isoneutral Mixingpyhpc: CPU - JAX - 262144 - Equation of Statepyhpc: CPU - JAX - 262144 - Isoneutral Mixingpyhpc: CPU - JAX - 1048576 - Equation of Statepyhpc: CPU - JAX - 1048576 - Isoneutral Mixingpyhpc: CPU - JAX - 4194304 - Equation of Statepyhpc: CPU - JAX - 4194304 - Isoneutral Mixingpyhpc: CPU - Numba - 16384 - Equation of Statepyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyhpc: CPU - Numba - 65536 - Equation of Statepyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Aesara - 16384 - Equation of Statepyhpc: CPU - Aesara - 16384 - Isoneutral Mixingpyhpc: CPU - Aesara - 65536 - Equation of Statepyhpc: CPU - Aesara - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Numba - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Aesara - 262144 - Equation of Statepyhpc: CPU - Aesara - 262144 - Isoneutral Mixingpyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - Numba - 1048576 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Equation of Statepyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingpyhpc: CPU - PyTorch - 16384 - Isoneutral Mixingpyhpc: CPU - PyTorch - 65536 - Equation of Statepyhpc: CPU - PyTorch - 65536 - Isoneutral Mixingpyhpc: CPU - Aesara - 1048576 - Equation of Statepyhpc: CPU - Aesara - 1048576 - Isoneutral Mixingpyhpc: CPU - Aesara - 4194304 - Equation of Statepyhpc: CPU - Aesara - 4194304 - Isoneutral Mixingpyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Isoneutral Mixingpyhpc: CPU - PyTorch - 1048576 - Equation of Statepyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingpyhpc: CPU - PyTorch - 4194304 - Equation of Statepyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 16384 - Equation of Statepyhpc: CPU - TensorFlow - 65536 - Equation of Statepyhpc: CPU - TensorFlow - 262144 - Equation of Statepyhpc: CPU - TensorFlow - 1048576 - Equation of Statepyhpc: CPU - TensorFlow - 4194304 - Equation of Statepyhpc: CPU - TensorFlow - 4194304 - Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.0030.0010.0130.0020.0350.0080.1470.0340.6810.0010.0030.0030.0140.0030.0060.0140.0250.0010.0040.0040.0180.0110.0540.0560.10.0130.070.0450.2450.1811.020.2640.4721.3992.0190.0040.0020.0150.0530.3230.211.40.0050.0620.0210.3260.0891.4020.0010.0020.0060.0230.1030.0030.0010.0120.0020.0360.0080.1470.0340.690.0010.0030.0030.0140.0030.0050.0140.0250.0010.0040.0040.0180.0110.0540.0570.10.0130.0690.0450.2460.1881.0210.2620.471.4112.0010.0040.0020.0150.0530.3230.2131.4180.0050.0620.0210.3260.0891.4120.0010.0020.0060.0240.1030.0020.0110.0010.0330.0080.1410.0280.6490.0010.0030.0030.0130.0020.0050.0130.0230.0010.0040.0030.0160.010.050.0530.0920.0120.0650.0420.2260.1670.9380.2410.4341.3061.910.0040.0020.0150.0490.3040.1971.3130.0050.0580.020.3060.0851.3380.0010.0020.0050.0220.0960.0020.0120.0010.0330.0080.140.0280.6480.0010.0030.0030.0130.0020.0050.0130.0230.0010.0040.0030.0170.010.050.0530.0920.0120.0640.0420.2260.1670.9380.2410.4331.3071.9160.0040.0020.0140.0490.3070.1961.3110.0050.0570.0210.3070.0851.3280.0010.0020.0050.0220.096OpenBenchmarking.org

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

Core i5 11600K: Test failed to run.

Core i5-11600K: Test failed to run.

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00070.00140.00210.00280.00350.0020.0020.0030.003

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of StateCore i5-11600KCore i5 11600K0.00020.00040.00060.00080.0010.0010.001

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

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00290.00580.00870.01160.01450.0120.0110.0120.013

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00050.0010.00150.0020.00250.0010.0010.0020.002

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00810.01620.02430.03240.04050.0330.0330.0360.035

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00180.00360.00540.00720.0090.0080.0080.0080.008

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.03310.06620.09930.13240.16550.1400.1410.1470.147

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00770.01540.02310.03080.03850.0280.0280.0340.034

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.15530.31060.46590.62120.77650.6480.6490.6900.681

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00020.00040.00060.00080.0010.0010.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00070.00140.00210.00280.00350.0030.0030.0030.003

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00070.00140.00210.00280.00350.0030.0030.0030.003

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00320.00640.00960.01280.0160.0130.0130.0140.014

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00070.00140.00210.00280.00350.0020.0020.0030.003

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00140.00280.00420.00560.0070.0050.0050.0050.006

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00320.00640.00960.01280.0160.0130.0130.0140.014

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00560.01120.01680.02240.0280.0230.0230.0250.025

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00020.00040.00060.00080.0010.0010.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00090.00180.00270.00360.00450.0040.0040.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00090.00180.00270.00360.00450.0030.0030.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00410.00820.01230.01640.02050.0170.0160.0180.018

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00250.0050.00750.010.01250.0100.0100.0110.011

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.01220.02440.03660.04880.0610.0500.0500.0540.054

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.01280.02560.03840.05120.0640.0530.0530.0570.056

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.02250.0450.06750.090.11250.0920.0920.1000.100

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00290.00580.00870.01160.01450.0120.0120.0130.013

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.01580.03160.04740.06320.0790.0640.0650.0690.070

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.01010.02020.03030.04040.05050.0420.0420.0450.045

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.05540.11080.16620.22160.2770.2260.2260.2460.245

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.04230.08460.12690.16920.21150.1670.1670.1880.181

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.22970.45940.68910.91881.14850.9380.9381.0211.020

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.05940.11880.17820.23760.2970.2410.2410.2620.264

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.10620.21240.31860.42480.5310.4330.4340.4700.472

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.31750.6350.95251.271.58751.3071.3061.4111.399

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.45430.90861.36291.81722.27151.9161.9102.0012.019

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

Core i5 11600K: Test failed to run.

Core i5-11600K: Test failed to run.

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00090.00180.00270.00360.00450.0040.0040.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00050.0010.00150.0020.00250.0020.0020.0020.002

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00340.00680.01020.01360.0170.0140.0150.0150.015

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.01190.02380.03570.04760.05950.0490.0490.0530.053

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.07270.14540.21810.29080.36350.3070.3040.3230.323

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.04790.09580.14370.19160.23950.1960.1970.2130.210

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.31910.63820.95731.27641.59551.3111.3131.4181.400

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00110.00220.00330.00440.00550.0050.0050.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.0140.0280.0420.0560.070.0570.0580.0620.062

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00470.00940.01410.01880.02350.0210.0200.0210.021

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.07340.14680.22020.29360.3670.3070.3060.3260.326

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.020.040.060.080.10.0850.0850.0890.089

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.31770.63540.95311.27081.58851.3281.3381.4121.402

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00020.00040.00060.00080.0010.0010.0010.0010.001

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

Core i5 11600K: Test failed to run.

Core i5-11600K: Test failed to run.

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00050.0010.00150.0020.00250.0020.0020.0020.002

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

Core i5 11600K: Test failed to run.

Core i5-11600K: Test failed to run.

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00140.00280.00420.00560.0070.0050.0050.0060.006

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

Core i5 11600K: Test failed to run.

Core i5-11600K: Test failed to run.

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.00540.01080.01620.02160.0270.0220.0220.0240.023

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

Core i5 11600K: Test failed to run.

Core i5-11600K: Test failed to run.

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of StateCore i9-11900KCore i9 11900KCore i5-11600KCore i5 11600K0.02320.04640.06960.09280.1160.0960.0960.1030.103

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

Core i5 11600K: Test failed to run.

Core i5-11600K: Test failed to run.

Core i9 11900K: Test failed to run.

Core i9-11900K: Test failed to run.

53 Results Shown

PyHPC Benchmarks:
  CPU - JAX - 16384 - Isoneutral Mixing
  CPU - JAX - 65536 - Equation of State
  CPU - JAX - 65536 - Isoneutral Mixing
  CPU - JAX - 262144 - Equation of State
  CPU - JAX - 262144 - Isoneutral Mixing
  CPU - JAX - 1048576 - Equation of State
  CPU - JAX - 1048576 - Isoneutral Mixing
  CPU - JAX - 4194304 - Equation of State
  CPU - JAX - 4194304 - Isoneutral Mixing
  CPU - Numba - 16384 - Equation of State
  CPU - Numba - 16384 - Isoneutral Mixing
  CPU - Numba - 65536 - Equation of State
  CPU - Numba - 65536 - Isoneutral Mixing
  CPU - Numpy - 16384 - Equation of State
  CPU - Numpy - 16384 - Isoneutral Mixing
  CPU - Numpy - 65536 - Equation of State
  CPU - Numpy - 65536 - Isoneutral Mixing
  CPU - Aesara - 16384 - Equation of State
  CPU - Aesara - 16384 - Isoneutral Mixing
  CPU - Aesara - 65536 - Equation of State
  CPU - Aesara - 65536 - Isoneutral Mixing
  CPU - Numba - 262144 - Equation of State
  CPU - Numba - 262144 - Isoneutral Mixing
  CPU - Numpy - 262144 - Equation of State
  CPU - Numpy - 262144 - Isoneutral Mixing
  CPU - Aesara - 262144 - Equation of State
  CPU - Aesara - 262144 - Isoneutral Mixing
  CPU - Numba - 1048576 - Equation of State
  CPU - Numba - 1048576 - Isoneutral Mixing
  CPU - Numba - 4194304 - Equation of State
  CPU - Numba - 4194304 - Isoneutral Mixing
  CPU - Numpy - 1048576 - Equation of State
  CPU - Numpy - 1048576 - Isoneutral Mixing
  CPU - Numpy - 4194304 - Equation of State
  CPU - Numpy - 4194304 - Isoneutral Mixing
  CPU - PyTorch - 16384 - Isoneutral Mixing
  CPU - PyTorch - 65536 - Equation of State
  CPU - PyTorch - 65536 - Isoneutral Mixing
  CPU - Aesara - 1048576 - Equation of State
  CPU - Aesara - 1048576 - Isoneutral Mixing
  CPU - Aesara - 4194304 - Equation of State
  CPU - Aesara - 4194304 - Isoneutral Mixing
  CPU - PyTorch - 262144 - Equation of State
  CPU - PyTorch - 262144 - Isoneutral Mixing
  CPU - PyTorch - 1048576 - Equation of State
  CPU - PyTorch - 1048576 - Isoneutral Mixing
  CPU - PyTorch - 4194304 - Equation of State
  CPU - PyTorch - 4194304 - Isoneutral Mixing
  CPU - TensorFlow - 16384 - Equation of State
  CPU - TensorFlow - 65536 - Equation of State
  CPU - TensorFlow - 262144 - Equation of State
  CPU - TensorFlow - 1048576 - Equation of State
  CPU - TensorFlow - 4194304 - Equation of State