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GraphMend: Code Transformations for Fixing Graph Breaks in PyTorch 2

Kashmira, Savini et al.
arXiv (All) · Papers
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machine-learningprogramming-languagessoftware-engineering
This paper presents GraphMend, a compiler technique that automatically fixes FX graph breaks in PyTorch 2 programs. Although PyTorch 2 introduced TorchDynamo and TorchInductor to enable just-in-time graph compilation, certain code patterns still cause graph breaks that force execution to fall back t
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