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MLIR: A Compiler Infrastructure for the End of Moore’s Law

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Mehdi Amini: First time I publish a paper on Arxiv! #MLIR: A Compiler Infrastructure for the End of Moore's Law https://arxiv.org/abs/2002.11054

3 replies, 237 likes


Chris Lattner: We aim for this to be the canonical citation for papers building interesting things using MLIR.

0 replies, 115 likes


François Chollet: MLIR: A Compiler Infrastructure for the End of Moore's Law https://arxiv.org/abs/2002.11054

2 replies, 104 likes


Uday Bondhugula: #MLIR: A Compiler Infrastructure that I believe can unify high-performance library generation and traditional compiler code generation, domain-specific compilation and general-purpose compilation, higher order polyhedral and SSA/low level targeting. https://arxiv.org/abs/2002.11054

0 replies, 24 likes


Underfox: MLIR: A Compiler Infrastructure for the End of Moore's Law "MLIR aims to address SW fragmentation, improve compilation for heterogeneous hardware, reduce the cost of building domain specific compilers, and aid in connecting existing compilers together." https://arxiv.org/pdf/2002.11054.pdf https://t.co/WjGBnkW0GP

1 replies, 14 likes


Hacker News: MLIR: A Compiler Infrastructure for the End of Moore's Law https://arxiv.org/abs/2002.11054

0 replies, 12 likes


Vinod Grover: Good comprehensive view of MLIR!

0 replies, 9 likes


OGAWA, Tadashi: => "Abstractions, Algorithms and Infrastructure for Post-Moore Optimizing Compilers", Google, Invited, AccML, Jan 20, 2020 http://workshops.inf.ed.ac.uk/accml/keynotes/AccML_2020_A_Cohen.pdf MLIR https://twitter.com/ogawa_tter/status/1220147202913210368 Flang/F18 https://twitter.com/ogawa_tter/status/1224312614571786242 Polyhedral Compilation https://twitter.com/ogawa_tter/status/1219569529778360322 https://twitter.com/ogawa_tter/status/1220152691210346496 https://t.co/Ncg5Z8LQFA

1 replies, 8 likes


Junru Shao: Finally https://arxiv.org/abs/2002.11054

1 replies, 6 likes


OGAWA, Tadashi: => "MLIR: A Compiler Infrastructure for the End of Moore's Law", Google, arXiv, Feb 25, 2020 https://arxiv.org/abs/2002.11054 "High-Performance Compilation Opportunities in MLIR", Uday Bondhugula, Jan 22, 2020 https://twitter.com/ogawa_tter/status/1220147202913210368 Albert Cohen, Jan 20, 2020 https://twitter.com/ogawa_tter/status/1231856309684727808 https://t.co/xoRG8aodEz

1 replies, 4 likes


OGAWA, Tadashi: => "MLIR in the TensorFlow Ecosystem", Jacques Pienaar, Google, C4ML (CGO 2020), Feb 23, 2020 https://drive.google.com/file/d/1rzxCigIdLA02a-1GgsVJ5HD62BdWoPCu/view https://scholar.google.com/citations?hl=en&user=fAmfZAYAAAAJ&view_op=list_works&sortby=pubdate Tutorial, Oct 2019 https://twitter.com/ogawa_tter/status/1224290431023730689 MLIR: A Compiler Infrastructure for the End of Moore's Law, Mar 1, 2020 https://twitter.com/ogawa_tter/status/1232621426928050179 https://t.co/60nFD3uwwI

1 replies, 3 likes


OGAWA, Tadashi: => MLIR Multi-Level Intermediate Representation Compiler Infrastructure, Chris Lattner (SiFive) and Tatiana Shpeisman (Google), Keynote, CGO, Feb 26, 2020 https://docs.google.com/presentation/d/11-VjSNNNJoRhPlLxFgvtb909it1WNdxTnQFipryfAPU/edit#slide=id.g7d334b12e5_0_4 High Performance Code Generation in MLIR https://twitter.com/ogawa_tter/status/1236272454030385152 arXiv, Mar 1 https://twitter.com/ogawa_tter/status/1232621426928050179 https://t.co/kq2qeN3jKN

0 replies, 2 likes


Luis Solano: MLIR: started from the bottom now we here 👉 @jetbrains_mps https://arxiv.org/abs/2002.11054

0 replies, 1 likes


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Found on Feb 26 2020 at https://arxiv.org/pdf/2002.11054.pdf

PDF content of a computer science paper: MLIR: A Compiler Infrastructure for the End of Moore’s Law