oneDAL Usage

Information about dependencies needed to build and link your application with oneDAL are available from the oneDAL System Requirements.

A oneDAL-based application can seamlessly execute algorithms on CPU or GPU by picking the proper device selector. New capabilities also allow:

  • extracting SYCL* buffers from numeric tables and pass them to a custom kernel

  • creating numeric tables from SYCL buffers

Algorithms are optimized to reuse SYCL buffers to keep GPU data and remove overload from repeatedly copying data between GPU and CPU.