xeon e pyhpc

Intel Xeon E-2288G testing with a Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 20.10 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 2110287-TJ-XEONEPYHP93
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xeon e pyhpcProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenCLVulkanCompilerFile-SystemScreen Resolution123Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads)Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS)Intel Cannon Lake PCH2 x 32 GB DDR4-2667MT/s Samsung M378A4G43MB1-CTDSamsung SSD 970 EVO Plus 250GBNVIDIA Quadro RTX 4000 8GBIntel Cannon Lake PCH cAVSIntel I219-LM + Intel I210Ubuntu 20.105.8.0-41-generic (x86_64)GNOME Shell 3.38.2X Server 1.20.9NVIDIAOpenCL 1.2 CUDA 11.2.1091.2.155GCC 12.0.0 20211028ext41920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseProcessor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 2.3 Python Details- Python 3.8.6Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + 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: Mitigation of TSX disabled + tsx_async_abort: Mitigation of TSX disabled

123Result OverviewPhoronix Test Suite100%101%101%102%103%PyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksCPU - Numpy - 1048576 - Equation of StateCPU - Numpy - 262144 - Equation of StateCPU - Numpy - 4194304 - Equation of StateCPU - Numpy - 1048576 - Isoneutral MixingCPU - Numpy - 262144 - Isoneutral MixingCPU - Numpy - 4194304 - Isoneutral MixingCPU - Numpy - 16384 - Equation of StateCPU - Numpy - 16384 - Isoneutral MixingCPU - Numpy - 65536 - Equation of StateCPU - Numpy - 65536 - Isoneutral Mixing

xeon e pyhpcpyhpc: 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 Mixingpyhpc: CPU - TensorFlow - 4194304 - Isoneutral Mixing1230.0030.0070.0160.030.0650.1220.2780.5621.4062.4580.0030.0070.0160.030.0660.1230.2860.5671.4222.4730.0030.0070.0160.030.0650.1220.2790.5661.4122.453OpenBenchmarking.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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State1230.00070.00140.00210.00280.00350.0030.0030.003

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing1230.00160.00320.00480.00640.0080.0070.0070.007

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State1230.00360.00720.01080.01440.0180.0160.0160.016

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing1230.00680.01360.02040.02720.0340.030.030.03

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State1230.01490.02980.04470.05960.07450.0650.0660.065

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing1230.02770.05540.08310.11080.13850.1220.1230.122

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State1230.06440.12880.19320.25760.3220.2780.2860.279

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing1230.12760.25520.38280.51040.6380.5620.5670.566

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State1230.320.640.961.281.61.4061.4221.412

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing1230.55641.11281.66922.22562.7822.4582.4732.453

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.

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

1: Test failed to run.

2: Test failed to run.

3: Test failed to run.