numpytest1

Intel Xeon E3-1225 v5 testing with a Dell PowerEdge T30 07T4MC (1.0.7 BIOS) and Intel HD P530 on Ubuntu 20.04 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 2408174-NE-NUMPYTEST81
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts

Limit displaying results to tests within:

HPC - High Performance Computing 2 Tests
Python 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
numpy_test1-240817
August 17
  15 Minutes
Intel Xeon E3-1225 v5 - Intel HD P530 - Dell
August 17
  1 Hour, 37 Minutes
Invert Hiding All Results Option
  56 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


numpytest1OpenBenchmarking.orgPhoronix Test SuiteIntel Xeon E3-1225 v5 @ 3.70GHz (4 Cores)Dell PowerEdge T30 07T4MC (1.0.7 BIOS)Intel Xeon E3-1200 v5/E3-15008GB2 x 6001GB Western Digital WD6003FRYZ-0Intel HD P530 (1150MHz)Realtek ALC3861Intel I219-LM + Realtek RTL8111/8168/8411Ubuntu 20.045.4.0-190-generic (x86_64)OpenCL 1.2 pocl 1.4 +Asserts LLVM 9.0.1 RELOC SLEEF DISTRO POCL_DEBUG1.1.182GCC 9.4.0btrfsProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelOpenCLVulkanCompilerFile-SystemNumpytest1 BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xf0- Python 3.8.10- gather_data_sampling: Vulnerable: No microcode + itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + meltdown: Mitigation of PTI + mmio_stale_data: Mitigation of Clear buffers; SMT disabled + retbleed: Mitigation of IBRS + 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 IBRS; IBPB: conditional; STIBP: disabled; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT disabled

numpytest1numpy: pyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: GPU - Numpy - 16384 - Equation of Statepyhpc: GPU - Numpy - 16384 - Isoneutral Mixingpyhpc: GPU - Numpy - 65536 - Equation of Statepyhpc: GPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: GPU - Numpy - 262144 - Equation of Statepyhpc: GPU - 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: GPU - Numpy - 1048576 - Equation of Statepyhpc: GPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: GPU - Numpy - 4194304 - Equation of Statepyhpc: GPU - Numpy - 4194304 - Isoneutral Mixingnumpy_test1-240817Intel Xeon E3-1225 v5 - Intel HD P530 - Dell244.520.0050.0110.0290.0490.0050.0110.0290.0490.1330.2080.1320.2080.7501.2337.3976.4860.7831.2698.1736.487OpenBenchmarking.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 Benchmarknumpy_test1-24081750100150200250SE +/- 0.12, N = 3244.52

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: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.00250.0050.00750.010.0125SE +/- 0.000, N = 30.011

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.00650.0130.01950.0260.0325SE +/- 0.000, N = 30.029

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.0110.0220.0330.0440.055SE +/- 0.000, N = 30.049

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.00250.0050.00750.010.0125SE +/- 0.000, N = 30.011

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.00650.0130.01950.0260.0325SE +/- 0.000, N = 30.029

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.0110.0220.0330.0440.055SE +/- 0.000, N = 30.049

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.02990.05980.08970.11960.1495SE +/- 0.000, N = 30.133

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.04680.09360.14040.18720.234SE +/- 0.001, N = 30.208

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.02970.05940.08910.11880.1485SE +/- 0.000, N = 30.132

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.04680.09360.14040.18720.234SE +/- 0.000, N = 30.208

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.16880.33760.50640.67520.844SE +/- 0.001, N = 30.750

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.27740.55480.83221.10961.387SE +/- 0.003, N = 31.233

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell246810SE +/- 0.169, N = 97.397

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell246810SE +/- 0.014, N = 36.486

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.17620.35240.52860.70480.881SE +/- 0.002, N = 30.783

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell0.28550.5710.85651.1421.4275SE +/- 0.002, N = 31.269

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateIntel Xeon E3-1225 v5 - Intel HD P530 - Dell246810SE +/- 0.030, N = 38.173

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: GPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingIntel Xeon E3-1225 v5 - Intel HD P530 - Dell246810SE +/- 0.036, N = 36.487