2023 EuroLLVM - Using MLIR to Optimize Basic Linear Algebraic Subprograms

2023 European LLVM Developers' Meeting https://llvm.org/devmtg/2023-05/ ------ Using MLIR to Optimize Basic Linear Algebraic Subprograms Speaker: Steven Varoumas ------ Slides: https://llvm.org/devmtg/2023-05/slides/TechnicalTalks-May10/08-Varoumas-UsingMLIR-to-OptimizeBasicLinearAlgebraicSubprograms.pdf ----- The powerful framework provided by MLIR has the potential to allow library developers to express and optimize standard linear algebra functions without having to write daunting assembly code. In this presentation, we will describe how we have leveraged and extended the capabilities of MLIR to generate an optimized subset of BLAS functions, with performance comparable to hand-written assembly implementations. ----- Videos Edited by Bash Films: http://www.BashFilms.com