Domain-Specific Optimization and Generation of High-Performance GPU Code for Stencil Computations

Volume: 106, Issue: 11, Pages: 1902 - 1920
Published: Nov 1, 2018
Abstract
Stencil computations arise in a number of computational domains. They exhibit significant data parallelism and are thus well suited for execution on graphical processing units (GPUs), but can be memory-bandwidth limited unless temporal locality is utilized via tiling. This paper describes how effective tiled code can be generated for GPUs from a domain-specific language (DSL) for stencils. Experimental results demonstrate the benefits of such a...
Paper Details
Title
Domain-Specific Optimization and Generation of High-Performance GPU Code for Stencil Computations
Published Date
Nov 1, 2018
Volume
106
Issue
11
Pages
1902 - 1920
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