Intel Xeon Gold 5416S testing with a Supermicro X13SEW-TF v1.02 (2.1 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 2403221-NE-LCUINTELP75
lcu-intel-python,
"Numpy Benchmark - ",
Higher Results Are Better
"Intel Xeon Gold 5416S",585.2,562.64,564.16
"PyBench 2018-02-16 - Total For Average Test Times",
Lower Results Are Better
"Intel Xeon Gold 5416S",557,564,562
"PyPerformance 1.0.0 - Benchmark: go",
Lower Results Are Better
"Intel Xeon Gold 5416S",98,97.6,97.8
"PyPerformance 1.0.0 - Benchmark: 2to3",
Lower Results Are Better
"Intel Xeon Gold 5416S",194,193,194
"PyPerformance 1.0.0 - Benchmark: chaos",
Lower Results Are Better
"Intel Xeon Gold 5416S",45.2,45.2,45.4
"PyPerformance 1.0.0 - Benchmark: float",
Lower Results Are Better
"Intel Xeon Gold 5416S",45.5,45.7,45.6
"PyPerformance 1.0.0 - Benchmark: nbody",
Lower Results Are Better
"Intel Xeon Gold 5416S",55.1,55.5,55.3
"PyPerformance 1.0.0 - Benchmark: pathlib",
Lower Results Are Better
"Intel Xeon Gold 5416S",10.5,10.5,10.5
"PyPerformance 1.0.0 - Benchmark: raytrace",
Lower Results Are Better
"Intel Xeon Gold 5416S",184,184,184
"PyPerformance 1.0.0 - Benchmark: json_loads",
Lower Results Are Better
"Intel Xeon Gold 5416S",14,13.7,13.8
"PyPerformance 1.0.0 - Benchmark: crypto_pyaes",
Lower Results Are Better
"Intel Xeon Gold 5416S",49.9,50,49.8
"PyPerformance 1.0.0 - Benchmark: regex_compile",
Lower Results Are Better
"Intel Xeon Gold 5416S",96.3,96,96.1
"PyPerformance 1.0.0 - Benchmark: python_startup",
Lower Results Are Better
"Intel Xeon Gold 5416S",6.89,6.92,6.96
"PyPerformance 1.0.0 - Benchmark: django_template",
Lower Results Are Better
"Intel Xeon Gold 5416S",23.3,23.5,23.5
"PyPerformance 1.0.0 - Benchmark: pickle_pure_python",
Lower Results Are Better
"Intel Xeon Gold 5416S",184,184,184
"Cython Benchmark 0.29.21 - Test: N-Queens",
Lower Results Are Better
"Intel Xeon Gold 5416S",18.729,18.533,18.561
"Numenta Anomaly Benchmark 1.1 - Detector: KNN CAD",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Numenta Anomaly Benchmark 1.1 - Detector: Relative Entropy",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Numenta Anomaly Benchmark 1.1 - Detector: Windowed Gaussian",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Numenta Anomaly Benchmark 1.1 - Detector: Earthgecko Skyline",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Numenta Anomaly Benchmark 1.1 - Detector: Bayesian Changepoint",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Numenta Anomaly Benchmark 1.1 - Detector: Contextual Anomaly Detector OSE",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Mlpack Benchmark - Benchmark: scikit_ica",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Mlpack Benchmark - Benchmark: scikit_qda",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Mlpack Benchmark - Benchmark: scikit_svm",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Mlpack Benchmark - Benchmark: scikit_linearridgeregression",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: GLM",
Lower Results Are Better
"Intel Xeon Gold 5416S",206.549,205.407,206.332
"Scikit-Learn 1.2.2 - Benchmark: SAGA",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: Tree",
Lower Results Are Better
"Intel Xeon Gold 5416S",42.232,43.19,43.713
"Scikit-Learn 1.2.2 - Benchmark: Lasso",
Lower Results Are Better
"Intel Xeon Gold 5416S",378.891,380.124,372.267
"Scikit-Learn 1.2.2 - Benchmark: Glmnet",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: Sparsify",
Lower Results Are Better
"Intel Xeon Gold 5416S",114.429,115.374,113.776
"Scikit-Learn 1.2.2 - Benchmark: Plot Ward",
Lower Results Are Better
"Intel Xeon Gold 5416S",57.322,57.032,55.114
"Scikit-Learn 1.2.2 - Benchmark: MNIST Dataset",
Lower Results Are Better
"Intel Xeon Gold 5416S",61.063,61,60.738
"Scikit-Learn 1.2.2 - Benchmark: Plot Neighbors",
Lower Results Are Better
"Intel Xeon Gold 5416S",143.519,144.175,146.847
"Scikit-Learn 1.2.2 - Benchmark: SGD Regression",
Lower Results Are Better
"Intel Xeon Gold 5416S",84.27,84.235,83.772
"Scikit-Learn 1.2.2 - Benchmark: SGDOneClassSVM",
Lower Results Are Better
"Intel Xeon Gold 5416S",251.454,253.189,250.909
"Scikit-Learn 1.2.2 - Benchmark: Plot Lasso Path",
Lower Results Are Better
"Intel Xeon Gold 5416S",208.397,212.025,211.405
"Scikit-Learn 1.2.2 - Benchmark: Isolation Forest",
Lower Results Are Better
"Intel Xeon Gold 5416S",272.413,272.897,271.941
"Scikit-Learn 1.2.2 - Benchmark: Plot Fast KMeans",
Lower Results Are Better
"Intel Xeon Gold 5416S",182.584,182.572,182.558
"Scikit-Learn 1.2.2 - Benchmark: Text Vectorizers",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: Plot Hierarchical",
Lower Results Are Better
"Intel Xeon Gold 5416S",175.396,175.606,174.084
"Scikit-Learn 1.2.2 - Benchmark: Plot OMP vs. LARS",
Lower Results Are Better
"Intel Xeon Gold 5416S",48.141,47.989,48.257
"Scikit-Learn 1.2.2 - Benchmark: Feature Expansions",
Lower Results Are Better
"Intel Xeon Gold 5416S",155.616,156.152,154.817
"Scikit-Learn 1.2.2 - Benchmark: LocalOutlierFactor",
Lower Results Are Better
"Intel Xeon Gold 5416S",32.831,32.805,32.844
"Scikit-Learn 1.2.2 - Benchmark: TSNE MNIST Dataset",
Lower Results Are Better
"Intel Xeon Gold 5416S",209.024,209.585,206.756
"Scikit-Learn 1.2.2 - Benchmark: Isotonic / Logistic",
Lower Results Are Better
"Intel Xeon Gold 5416S",1588.775,1587.556,1598.595
"Scikit-Learn 1.2.2 - Benchmark: Plot Incremental PCA",
Lower Results Are Better
"Intel Xeon Gold 5416S",30.344,29.992,29.662
"Scikit-Learn 1.2.2 - Benchmark: Hist Gradient Boosting",
Lower Results Are Better
"Intel Xeon Gold 5416S",113.649,116.401,113.415
"Scikit-Learn 1.2.2 - Benchmark: Plot Parallel Pairwise",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: Isotonic / Pathological",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: RCV1 Logreg Convergencet",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: Sample Without Replacement",
Lower Results Are Better
"Intel Xeon Gold 5416S",103.697,104.874,103.463
"Scikit-Learn 1.2.2 - Benchmark: Covertype Dataset Benchmark",
Lower Results Are Better
"Intel Xeon Gold 5416S",378.3,375.066,383.434
"Scikit-Learn 1.2.2 - Benchmark: Hist Gradient Boosting Adult",
Lower Results Are Better
"Intel Xeon Gold 5416S",109.779,108.975,109.614
"Scikit-Learn 1.2.2 - Benchmark: Isotonic / Perturbed Logarithm",
Lower Results Are Better
"Intel Xeon Gold 5416S",1817.675,1820.766,1814.253
"Scikit-Learn 1.2.2 - Benchmark: Hist Gradient Boosting Threading",
Lower Results Are Better
"Intel Xeon Gold 5416S",92.268,91.048,90.806
"Scikit-Learn 1.2.2 - Benchmark: Plot Singular Value Decomposition",
Lower Results Are Better
"Intel Xeon Gold 5416S",52.93,52.879,52.885
"Scikit-Learn 1.2.2 - Benchmark: Hist Gradient Boosting Higgs Boson",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: 20 Newsgroups / Logistic Regression",
Lower Results Are Better
"Intel Xeon Gold 5416S",50.549,52.31,51.908
"Scikit-Learn 1.2.2 - Benchmark: Plot Polynomial Kernel Approximation",
Lower Results Are Better
"Intel Xeon Gold 5416S",165.526,161.829,162.601
"Scikit-Learn 1.2.2 - Benchmark: Plot Non-Negative Matrix Factorization",
Lower Results Are Better
"Intel Xeon Gold 5416S",
"Scikit-Learn 1.2.2 - Benchmark: Hist Gradient Boosting Categorical Only",
Lower Results Are Better
"Intel Xeon Gold 5416S",20.621,21.072,20.717
"Scikit-Learn 1.2.2 - Benchmark: Kernel PCA Solvers / Time vs. N Samples",
Lower Results Are Better
"Intel Xeon Gold 5416S",78.21,77.005,77.385
"Scikit-Learn 1.2.2 - Benchmark: Kernel PCA Solvers / Time vs. N Components",
Lower Results Are Better
"Intel Xeon Gold 5416S",33.735,32.887,34.036
"Scikit-Learn 1.2.2 - Benchmark: Sparse Random Projections / 100 Iterations",
Lower Results Are Better
"Intel Xeon Gold 5416S",808.845,836.891,836.644