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10/07/2022
Automatic Discovery of Composite SPMD Partitioning Strategies in PartIR
Large neural network models are commonly trained through a combination o...
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12/02/2021
Memory-efficient array redistribution through portable collective communication
Modern large-scale deep learning workloads highlight the need for parall...
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06/28/2019
Category-Theoretic Foundations of "STCLang: State Thread Composition as a Foundation for Monadic Dataflow Parallelism"
This manuscript gives a category-theoretic foundation to the composition...
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01/26/2018