Fast Multistage Compilation of Machine Learning Computation Graphs

Machine learning applications are increasingly requiring fast and more computational power. Many applications like language models have become so large that they are run on distributed systems in parallel. However, getting into the details of optimally scheduling or even just running machine learnin...

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Bibliographic Details
Main Author: Dighe, Kaustubh
Other Authors: Amarasinghe, Saman
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156774
https://orcid.org/0009-0006-9656-1946