oneDAL

Documentation

oneDAL documentation:

• Release Notes
• Get Started Guide
• Developer Guide and Reference

Other related documentation:

• daal4py documentation
• Intel® Extension for Scikit-learn* documentation
• oneDAL Specifications

Apache Spark MLlib

oneDAL library is used for Spark MLlib acceleration as part of OAP MLlib project and allows you to get a 3-18x increase in performance compared to the default Apache Spark MLlib.

Technical details: FPType: double; HW: 7 x m5.2xlarge AWS instances; SW: Intel DAAL 2020 Gold, Apache Spark 2.4.4, emr-5.27.0; Spark config num executors 12, executor cores 8, executor memory 19GB, task cpus 8

Security

To report a vulnerability, refer to Intel vulnerability reporting policy.