IntelPython / scikit-learn_bench

scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for commonly used machine learning algorithms.
Apache License 2.0
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Configs for xpu: decision forest regressor, linear regression, logistic regression #104

Closed dmitrii-kriukov closed 2 years ago

dmitrii-kriukov commented 2 years ago

Configs for df_regr, linear, log_reg

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log_reg in sklearnex and log_reg in oneDAL have different solvers, so comparisons are not listed

http://intel-ci.intel.com/ec747972-c105-f18d-a82f-8cdcd4b723a1?s

dmitrii-kriukov commented 2 years ago

comparison with stock

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