AMD Ryzen 9 7950X 16-Core testing with a Supermicro H13SAE-MF v1.00 (1.2 BIOS) and ASPEED on Debian 12 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 2403222-NE-LCUAMDPYT86
lcu-amd-python
AMD Ryzen 9 7950X 16-Core testing with a Supermicro H13SAE-MF v1.00 (1.2 BIOS) and ASPEED on Debian 12 via the Phoronix Test Suite.
,,"AMD Ryzen 9 7950X 16-Core"
Processor,,AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads)
Motherboard,,Supermicro H13SAE-MF v1.00 (1.2 BIOS)
Chipset,,AMD Device 14d8
Memory,,62GB
Disk,,3841GB SAMSUNG MZ1L23T8HBLA-00A07
Graphics,,ASPEED
Network,,2 x Intel I210
OS,,Debian 12
Kernel,,6.1.0-18-amd64 (x86_64)
Compiler,,GCC 12.2.0
File-System,,xfs
Screen Resolution,,1024x768
,,"AMD Ryzen 9 7950X 16-Core"
"Numpy Benchmark - (Score)",HIB,961.00
"Cython Benchmark - Test: N-Queens (sec)",LIB,14.356
"PyBench - Total For Average Test Times (Milliseconds)",LIB,513
"PyPerformance - Benchmark: go (Milliseconds)",LIB,80.2
"PyPerformance - Benchmark: 2to3 (Milliseconds)",LIB,140
"PyPerformance - Benchmark: chaos (Milliseconds)",LIB,35.7
"PyPerformance - Benchmark: float (Milliseconds)",LIB,38.7
"PyPerformance - Benchmark: nbody (Milliseconds)",LIB,53.2
"PyPerformance - Benchmark: pathlib (Milliseconds)",LIB,9.03
"PyPerformance - Benchmark: raytrace (Milliseconds)",LIB,158
"PyPerformance - Benchmark: json_loads (Milliseconds)",LIB,10.7
"PyPerformance - Benchmark: crypto_pyaes (Milliseconds)",LIB,38.9
"PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,63.7
"PyPerformance - Benchmark: python_startup (Milliseconds)",LIB,4.14
"PyPerformance - Benchmark: django_template (Milliseconds)",LIB,19.4
"PyPerformance - Benchmark: pickle_pure_python (Milliseconds)",LIB,160
"Numenta Anomaly Benchmark - Detector: KNN CAD (sec)",LIB,
"Numenta Anomaly Benchmark - Detector: Relative Entropy (sec)",LIB,
"Numenta Anomaly Benchmark - Detector: Windowed Gaussian (sec)",LIB,
"Numenta Anomaly Benchmark - Detector: Earthgecko Skyline (sec)",LIB,
"Numenta Anomaly Benchmark - Detector: Bayesian Changepoint (sec)",LIB,
"Numenta Anomaly Benchmark - Detector: Contextual Anomaly Detector OSE (sec)",LIB,
"Mlpack Benchmark - Benchmark: scikit_ica (sec)",LIB,
"Mlpack Benchmark - Benchmark: scikit_qda (sec)",LIB,
"Mlpack Benchmark - Benchmark: scikit_svm (sec)",LIB,
"Mlpack Benchmark - Benchmark: scikit_linearridgeregression (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,
"Scikit-Learn - Benchmark: GLM (sec)",LIB,148.918
"Scikit-Learn - Benchmark: SAGA (sec)",LIB,
"Scikit-Learn - Benchmark: Tree (sec)",LIB,34.959
"Scikit-Learn - Benchmark: Lasso (sec)",LIB,231.588
"Scikit-Learn - Benchmark: Glmnet (sec)",LIB,
"Scikit-Learn - Benchmark: Sparsify (sec)",LIB,93.687
"Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,37.849
"Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,
"Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,104.374
"Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,73.339
"Scikit-Learn - Benchmark: SGDOneClassSVM (sec)",LIB,191.037
"Scikit-Learn - Benchmark: Plot Lasso Path (sec)",LIB,127.199
"Scikit-Learn - Benchmark: Isolation Forest (sec)",LIB,172.803
"Scikit-Learn - Benchmark: Plot Fast KMeans (sec)",LIB,124.758
"Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,
"Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,112.367
"Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,34.519
"Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,86.623
"Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,25.029
"Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,134.537
"Scikit-Learn - Benchmark: Isotonic / Logistic (sec)",LIB,1066.626
"Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,22.638
"Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,80.529
"Scikit-Learn - Benchmark: Plot Parallel Pairwise (sec)",LIB,
"Scikit-Learn - Benchmark: Isotonic / Pathological (sec)",LIB,
"Scikit-Learn - Benchmark: RCV1 Logreg Convergencet (sec)",LIB,
"Scikit-Learn - Benchmark: Sample Without Replacement (sec)",LIB,78.106
"Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,292.227
"Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,77.924
"Scikit-Learn - Benchmark: Isotonic / Perturbed Logarithm (sec)",LIB,1320.940
"Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,67.292
"Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,49.522
"Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,
"Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,27.569
"Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,102.651
"Scikit-Learn - Benchmark: Plot Non-Negative Matrix Factorization (sec)",LIB,
"Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,14.344
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,53.478
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,23.513
"Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,415.278