second test

Intel Core i7-12700K testing with a Dell 0N0992 (2.7.0 BIOS) and NVIDIA GeForce RTX 3070 8GB on Ubuntu 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2308276-NE-SECONDTES71
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
med size
August 27 2023
  6 Minutes
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Processor: Intel Core i7-12700K @ 4.90GHz (12 Cores / 20 Threads), Motherboard: Dell 0N0992 (2.7.0 BIOS), Chipset: Intel Device 7aa7, Memory: 32GB, Disk: SK hynix PC801 NVMe 512GB + 1000GB Samsung SSD 970 EVO Plus 1TB, Graphics: NVIDIA GeForce RTX 3070 8GB, Audio: Realtek ALC3246, Monitor: XV272U, Network: Intel + Intel Device 7af0

OS: Ubuntu 22.04, Kernel: 6.2.0-26-generic (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 535.86.05, OpenGL: 4.6.0, Vulkan: 1.3.242, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 2560x1440

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: WM_LDFLAGS=-m64 WM_CFLAGS="-m64 -fPIC" WM_CXXFLAGS="-m64 -fPIC -std=c++0x"
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x2e - Thermald 2.4.9
Python Notes: Python 3.11.4
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

second testOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-12700K @ 4.90GHz (12 Cores / 20 Threads)Dell 0N0992 (2.7.0 BIOS)Intel Device 7aa732GBSK hynix PC801 NVMe 512GB + 1000GB Samsung SSD 970 EVO Plus 1TBNVIDIA GeForce RTX 3070 8GBRealtek ALC3246XV272UIntel + Intel Device 7af0Ubuntu 22.046.2.0-26-generic (x86_64)GNOME Shell 42.9X Server 1.21.1.4NVIDIA 535.86.054.6.01.3.242GCC 11.4.0ext42560x1440ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionSecond Test BenchmarksSystem Logs- Transparent Huge Pages: madvise- WM_LDFLAGS=-m64 WM_CFLAGS="-m64 -fPIC" WM_CXXFLAGS="-m64 -fPIC -std=c++0x"- Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x2e - Thermald 2.4.9 - Python 3.11.4- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

second testpyhpc: GPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Isoneutral Mixingpyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: GPU - Numba - 262144 - Equation of Statepyhpc: CPU - Numba - 262144 - Isoneutral Mixingpyhpc: GPU - Numba - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: GPU - Numpy - 262144 - Equation of Statepyhpc: GPU - JAX - 262144 - Isoneutral Mixingmed size0.0880.0880.0510.0600.0090.0080.0410.0410.0540.053OpenBenchmarking.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.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixingmed size0.01980.03960.05940.07920.099SE +/- 0.000, N = 30.088

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixingmed size0.01980.03960.05940.07920.099SE +/- 0.000, N = 30.088

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of Statemed size0.01150.0230.03450.0460.0575SE +/- 0.001, N = 60.051

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixingmed size0.01350.0270.04050.0540.0675SE +/- 0.000, N = 30.060

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of Statemed size0.0020.0040.0060.0080.01SE +/- 0.000, N = 30.009

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of Statemed size0.00180.00360.00540.00720.009SE +/- 0.000, N = 30.008

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixingmed size0.00920.01840.02760.03680.046SE +/- 0.000, N = 30.041

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixingmed size0.00920.01840.02760.03680.046SE +/- 0.000, N = 30.041

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of Statemed size0.01220.02440.03660.04880.061SE +/- 0.001, N = 30.054

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of Statemed size0.01190.02380.03570.04760.0595SE +/- 0.000, N = 30.053

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

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

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

med size: 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: GPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State

med size: 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: GPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing

med size: 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

med size: 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: GPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State

med size: 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

med size: 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

med size: 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: GPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing

med size: 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: GPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State

med size: 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

med size: 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: Equation of State

med size: 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: GPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing

med size: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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Processor: Intel Core i7-12700K @ 4.90GHz (12 Cores / 20 Threads), Motherboard: Dell 0N0992 (2.7.0 BIOS), Chipset: Intel Device 7aa7, Memory: 32GB, Disk: SK hynix PC801 NVMe 512GB + 1000GB Samsung SSD 970 EVO Plus 1TB, Graphics: NVIDIA GeForce RTX 3070 8GB, Audio: Realtek ALC3246, Monitor: XV272U, Network: Intel + Intel Device 7af0

OS: Ubuntu 22.04, Kernel: 6.2.0-26-generic (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 535.86.05, OpenGL: 4.6.0, Vulkan: 1.3.242, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 2560x1440

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: WM_LDFLAGS=-m64 WM_CFLAGS="-m64 -fPIC" WM_CXXFLAGS="-m64 -fPIC -std=c++0x"
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x2e - Thermald 2.4.9
Python Notes: Python 3.11.4
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 27 August 2023 15:40 by user keith.