Efficient automatic scheduling of imaging and vision pipelines for the GPU

<jats:p>We present a new algorithm to quickly generate high-performance GPU implementations of complex imaging and vision pipelines, directly from high-level Halide algorithm code. It is fully automatic, requiring no schedule templates or hand-optimized kernels. We address the scalability chal...

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Bibliographic Details
Main Authors: Anderson, Luke (Author), Adams, Andrew (Author), Ma, Karima (Author), Li, Tzu-Mao (Author), Jin, Tian (Author), Ragan-Kelley, Jonathan (Author)
Format: Article
Language:English
Published: Association for Computing Machinery (ACM), 2022-07-19T12:34:07Z.
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