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Intel® oneAPI Data Analytics Library 2023.0.0

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@maria-Petrova maria-Petrova released this 02 May 14:52

The release Intel® oneAPI Data Analytics Library 2023.0 introduces the following changes:

🚨 What's New

  • Introduced new Intel® oneDAL functionality:
    • DPC++ interface for Linear Regression algorithm

❗ Known Issues

  • Intel® Extension for Scikit-learn SVC.fit and KNN.fit do not support GPU
  • Most Intel® Extension for Scikit-learn sycl examples fail when using GPU context
  • Running the Random Forest algorithm with versions 2021.7.1 and 2023.0 of scikit-learn-intelex on the 2nd Generation Intel® Xeon® Scalable Processors, formerly Cascade Lake may result in an 'Illegal instruction' error.
    • No workaround is currently available for this issue.
    • Recommendation: Use an older version of scikit-learn-intelex until the issue is fixed in a future release.