32 citations · 32 across the 1 of their papers we have counts for
2 papers
cs.AI2021★ 32 cited
Equality Saturation for Tensor Graph Superoptimization
Yichen Yang, Phitchaya Mangpo Phothilimtha, Yisu Remy Wang +3
One of the major optimizations employed in deep learning frameworks is graph rewriting. Production frameworks rely on heuristics to decide if rewrite rules should be applied and in…
cs.LG2020
Transferable Graph Optimizers for ML Compilers
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi +9
Most compilers for machine learning (ML) frameworks need to solve many correlated optimization problems to generate efficient machine code. Current ML compilers rely on heuristics…