WG211/M19Dehnavi

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Maryam Mehri Dehnavi

Sparse Matrix Code Generation with Symbolic Decoupling

I will talk about Sympiler/ParSy, a domain-specific code generator that transforms computation patterns in sparse matrix methods for high-performance. Specifically, I will demonstrate how decoupling symbolic analysis from numerical manipulation will enable automatic optimization of sparse codes with static sparsity patterns. The performance of Sympiler-generated code will be compared to optimized library codes to demonstrate the effectiveness of symbolic decoupling.

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