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Code Generation for Near-Roofline Finite Element Actions on GPUs from Symbolic Variational Forms

Kulkarni, Kaushik et al.
arXiv (All) · Papers
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65y05and-cluster-computingdistributedmathematical-softwarenumerical-analysisparallelperformance
We present a novel parallelization strategy for evaluating Finite Element Method (FEM) variational forms on GPUs, focusing on those that are expressible through the Unified Form Language (UFL) on simplex meshes. We base our approach on code transformations, wherein we construct a space of scheduling
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