2019
DOI: 10.48550/arxiv.1908.11781
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AccD: A Compiler-based Framework for Accelerating Distance-related Algorithms on CPU-FPGA Platforms

Abstract: As a promising solution to boost the performance of distance-related algorithms (e.g., K-means and KNN), FPGAbased acceleration attracts lots of attention, but also comes with numerous challenges. In this work, we propose AccD, a compiler-based framework for accelerating distance-related algorithms on CPU-FPGA platforms. Specifically, AccD provides a Domain-specific Language to unify distance-related algorithms effectively, and an optimizing compiler to reconcile the benefits from both the algorithmic optimiza… Show more

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