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.
Intel® FPGA Add-On for oneAPI Base Toolkit
Program these reconfigurable hardware accelerators to speed up specialized, data-centric workloads. This add-on requires installation of the Intel® oneAPI Base Toolkit.
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产品和性能信息
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性能因用途、配置和其他因素而异。请访问 www.Intel.cn/PerformanceIndex 了解更多信息。