Time-series ML-regression on Graphcore IPU-M2000 and Nvidia A100

Jan Balewski, Zhenying Liu,Alexander Tsyplikhin, Manuel Lopez Roland,Kristofer Bouchard

2022 IEEE/ACM INTERNATIONAL WORKSHOP ON PERFORMANCE MODELING, BENCHMARKING AND SIMULATION OF HIGH PERFORMANCE COMPUTER SYSTEMS (PMBS)(2022)

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关键词
ML-regression,GPU A100,IPU M2000,power usage,weak scaling,strong scaling,IO optimization,PopTorch,disaggregation
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