papers
Publications (3)
cond-mat.mes-hall2013
Nonlocal correlations in a proximity-coupled normal metal
Taewan Noh, Sam Davis, Venkat Chandrasekhar
We report evidence of large, nonlocal correlations between two spatially separated normal metals in superconductor/normal-metal (SN) heterostructures, which manifest themselves a n…
cs.LG2020
MLPerf Inference Benchmark
Vijay Janapa Reddi, Christine Cheng, David Kanter +44
Machine-learning (ML) hardware and software system demand is burgeoning. Driven by ML applications, the number of different ML inference systems has exploded. Over 100 organization…
cs.LG2020
Empirical Evaluation of Deep Learning Model Compression Techniques on the WaveNet Vocoder
Sam Davis, Giuseppe Coccia, Sam Gooch +1
WaveNet is a state-of-the-art text-to-speech vocoder that remains challenging to deploy due to its autoregressive loop. In this work we focus on ways to accelerate the original Wav…