243 citations · 369 across the 6 of their papers we have counts for
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cs.PL2022★ 4 cited
High-Performance GPU-to-CPU Transpilation and Optimization via High-Level Parallel Constructs
William S. Moses, Ivan R. Ivanov, Jens Domke +3
While parallelism remains the main source of performance, architectural implementations and programming models change with each new hardware generation, often leading to costly app…
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…