37 citations · 109 across the 8 of their papers we have counts for
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cs.LG2022★ 8 cited
Neural Architecture Search using Property Guided Synthesis
Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy
In the past few years, neural architecture search (NAS) has become an increasingly important tool within the deep learning community. Despite the many recent successes of NAS, howe…
cs.DC2022★ 37 cited
Pathways: Asynchronous Distributed Dataflow for ML
Paul Barham, Aakanksha Chowdhery, Jeff Dean +13
We present the design of a new large scale orchestration layer for accelerators. Our system, Pathways, is explicitly designed to enable exploration of new systems and ML research i…