Accelerating End-to-End Machine Learning Using the Intel® oneAPI Toolkit and Intel® Flex Series GPU

• 1

  Overview
• 2

  Revisions
• 3

  We value your feedback

• 1

  Introduction

• 1

  Evaluation of oneAPI compatible ETL libraries

• 1

  Optimized End-to-End ML Pipeline vs. Serial Pipeline

• 1

  Evaluation of ML Pipeline with Varying Dataset Sizes
• 2

  ML Pipeline Performance: NYC Dataset, Varying Dataset Sizes
• 3

  ML Pipeline Performance: Higgs Dataset, Varying Dataset Sizes

• 1

  Conclusions

• 1

  Appendix: Reproducibility

• 1

  References