DeLTA: GPU Performance Model for Deep Learning Applications with In-Depth Memory System Traffic Analysis

Sangkug Lym, Donghyuk Lee, Mike O'Connor, Niladrish Chatterjee, Mattan Erez. DeLTA: GPU Performance Model for Deep Learning Applications with In-Depth Memory System Traffic Analysis. In IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2019, Madison, WI, USA, March 24-26, 2019. pages 293-303, IEEE, 2019. [doi]

Abstract

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