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 i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00070.00140.00210.00280.00350.0030.0030.0020.002

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 i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00290.00580.00870.01160.01450.0130.0120.0110.012

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00050.0010.00150.0020.00250.0020.0020.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00810.01620.02430.03240.04050.0350.0360.0330.033

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.03310.06620.09930.13240.16550.1470.1470.1410.140

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00770.01540.02310.03080.03850.0340.0340.0280.028

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.15530.31060.46590.62120.77650.6810.6900.6490.648

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

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00320.00640.00960.01280.0160.0140.0140.0130.013

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00070.00140.00210.00280.00350.0030.0030.0020.002

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00140.00280.00420.00560.0070.0060.0050.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00320.00640.00960.01280.0160.0140.0140.0130.013

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00560.01120.01680.02240.0280.0250.0250.0230.023

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00090.00180.00270.00360.00450.0040.0040.0030.003

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00410.00820.01230.01640.02050.0180.0180.0160.017

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00250.0050.00750.010.01250.0110.0110.0100.010

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.01220.02440.03660.04880.0610.0540.0540.0500.050

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.01280.02560.03840.05120.0640.0560.0570.0530.053

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.02250.0450.06750.090.11250.1000.1000.0920.092

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00290.00580.00870.01160.01450.0130.0130.0120.012

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.01580.03160.04740.06320.0790.0700.0690.0650.064

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.01010.02020.03030.04040.05050.0450.0450.0420.042

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.05540.11080.16620.22160.2770.2450.2460.2260.226

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.04230.08460.12690.16920.21150.1810.1880.1670.167

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.22970.45940.68910.91881.14851.0201.0210.9380.938

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.05940.11880.17820.23760.2970.2640.2620.2410.241

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.10620.21240.31860.42480.5310.4720.4700.4340.433

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.31750.6350.95251.271.58751.3991.4111.3061.307

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.45430.90861.36291.81722.27152.0192.0011.9101.916

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 i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00090.00180.00270.00360.00450.0040.0040.0040.004

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00340.00680.01020.01360.0170.0150.0150.0150.014

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.01190.02380.03570.04760.05950.0530.0530.0490.049

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.07270.14540.21810.29080.36350.3230.3230.3040.307

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.04790.09580.14370.19160.23950.2100.2130.1970.196

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.31910.63820.95731.27641.59551.4001.4181.3131.311

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.0140.0280.0420.0560.070.0620.0620.0580.057

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00470.00940.01410.01880.02350.0210.0210.0200.021

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.07340.14680.22020.29360.3670.3260.3260.3060.307

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of StateCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.020.040.060.080.10.0890.0890.0850.085

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral MixingCore i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.31770.63540.95311.27081.58851.4021.4121.3381.328

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

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 i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00050.0010.00150.0020.00250.0020.0020.0020.002

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 i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00140.00280.00420.00560.0070.0060.0060.0050.005

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 i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.00540.01080.01620.02160.0270.0230.0240.0220.022

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 i5 11600KCore i5-11600KCore i9 11900KCore i9-11900K0.02320.04640.06960.09280.1160.1030.1030.0960.096

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