37 citations · 109 across the 8 of their papers we have counts for
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cs.LG2021★ 3 cited
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules
Xinfeng Xie, Prakash Prabhu, Ulysse Beaugnon +6
Multi-Chip-Modules (MCMs) reduce the design and fabrication cost of machine learning (ML) accelerators while delivering performance and energy efficiency on par with a monolithic l…
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…