アプリケーションの機能ブロックの自動オフロードの提案

山登, 庸次

doi:10.51094/jxiv.1191

##article.authors##

山登, 庸次 NTT

DOI:

https://doi.org/10.51094/jxiv.1191

キーワード:

環境適応ソフトウェア、自動オフロード、性能、進化計算、機能ブロック

抄録

CPU以外の異種ハードウェアを利用する場合、OpenCLなどの技術スキルの障壁は高い。それを踏まえ、私はこれまで、一度記述したコードを、配置するハードウェアに合わせて自動的に変換・構成し、高性能に動作させることを可能にする環境適応型ソフトウェアを提案してきた。これまでGPUへのオフロードは一部自動化されていた。本稿では、FPGAへのオフロードの第一歩として、ソースコードの適切なオフロード対象ループ文の自動抽出手法を提案し、評価する。提案手法の有効性を複数のアプリケーションで評価する。

山登庸次，"アプリケーションの機能ブロックの自動オフロードの提案," The 8th IIAE International Conference on Industrial Application Engineering 2020 (ICIAE 2020), 2020年3月

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