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 withCPLUS_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
andtbb::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