Relay: A High-Level Compiler for Deep Learning

17 Apr 2019Jared RoeschSteven LyubomirskyMarisa KirisameLogan WeberJosh PollockLuis VegaZiheng JiangTianqi ChenThierry MoreauZachary Tatlock

Frameworks for writing, compiling, and optimizing deep learning (DL) models have recently enabled progress in areas like computer vision and natural language processing. Extending these frameworks to accommodate the rapidly diversifying landscape of DL models and hardware platforms presents challenging tradeoffs between expressivity, composability, and portability... (read more)

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