Accelerated Machine Learning on Intel® FPGAs Using oneAPI
In this demonstration, InAccel* presented how their machine-learning applications run up to 40x faster using oneAPI. As a use case, logistic regression training is shown to run 42x faster on an Intel® Arria® 10 FPGA using the oneAPI interface. The reference code for the model was ported to DPC++ and the results were compared. The implementation was done on Intel FPGA using the oneAPI development flow.
Product and Performance Information
Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.