oneAPI Data Analytics Library 2025.6.1

oneDAL is happy to introduce 2025.6.1 release!

🚩 Removals and ABI Compatibility

• The oneDAL static SYCL library is deprecated and removed in the oneDAL 2025.6.1 release

🔨 Library Engineering

• Replaced CPATH variable with CPLUS_INCLUDE_PATH

🚨 What's New

• Introduced new oneDAL functionality:
  • Added internal support for logging, tracing, and analysis
  • Enabled the use of reduction primitives based on tbb::parallel_reduce and tbb::parallel_deterministic_reduce
  • Improved prediction and modeling performance through optimized linear regression
  • Higher throughput for vector processing onall x86 CPUs by enabling higher bit SIMD instructions
  • Improved precision for distance measurement thru distance correlation
  • Improved stability for large row datasets on GPU

🪲 Bug Fixes

• Fixed issues with Logistic Regression and Newton-CG

Acknowledgements

Thanks to everyone who helped us make 2025.6.1 release possible!

@Alexsandruss, @Alexandr-Solovev, @Vika-F, @david-cortes-intel, @icfaust, @napetrov, @maria-Petrova, @homksei, @ahuber21, @ethanglaser, @razdoburdin, @avolkov-intel

Full Changelog: 2025.5.0...2025.6.0