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Nova: An End-to-End MLIR Compiler for Deep Learning

Suresh, Adwaid et al.
arXiv (All) · Papers
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artificial-intelligencehardware-architecturemachine-learningprogramming-languages
The performance of deep learning models at scale relies heavily on how effectively high-level mathematical operations are mapped to underlying physical hardware. While high-level tensor frameworks provide flexible abstractions, their execution models inherently lack the whole-graph visibility requir
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