184 citations · 316 across the 4 of their papers we have counts for
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cs.PL2022★ 2 cited
TinyIREE: An ML Execution Environment for Embedded Systems from Compilation to Deployment
Hsin-I Cindy Liu, Marius Brehler, Mahesh Ravishankar +3
Machine learning model deployment for training and execution has been an important topic for industry and academic research in the last decade. Much of the attention has been focus…
cs.PL2022
Composable and Modular Code Generation in MLIR: A Structured and Retargetable Approach to Tensor Compiler Construction
Nicolas Vasilache, Oleksandr Zinenko, Aart J. C. Bik +9
Despite significant investment in software infrastructure, machine learning systems, runtimes and compilers do not compose properly. We propose a new design aiming at providing unp…