70 citations · 82 across the 3 of their papers we have counts for
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cs.LG2021★ 3 cited
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Steven Farrell, Murali Emani, Jacob Balma +40
Scientific communities are increasingly adopting machine learning and deep learning models in their applications to accelerate scientific insights. High performance computing syste…
cs.LG2019★ 70 cited
Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds
Masafumi Yamazaki, Akihiko Kasagi, Akihiro Tabuchi +6
There has been a strong demand for algorithms that can execute machine learning as faster as possible and the speed of deep learning has accelerated by 30 times only in the past tw…