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High-performance code generation for stencil computations on GPU architectures

Justin Holewinski,L. Pouchet,P. Sadayappan

2012 · DOI: 10.1145/2304576.2304619
International Conference on Supercomputing · 281 Citations

TLDR

This paper develops compiler algorithms for automatic generation of efficient, time-tiled stencil code for GPU accelerators from a high-level description of the stencil operation, and shows that the code generation scheme can achieve high performance on a range of GPU architectures, including both nVidia and AMD devices.