lcu-intel-python

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
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Intel Xeon Gold 5416S
March 22
  11 Hours, 38 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
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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