At-Scale Sparse Deep Neural Network Inference with Efficient GPU Implementation

High Performance Extreme Computing (2020) This paper presents GPU performance optimization and scaling results for inference models of the Sparse Deep Neural Network Challenge 2020. Demands for network quality have increased rapidly, pushing the size and thus the memory requirements of many neural n...

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Hauptverfasser:	Hidayetoglu, Mert, Pearson, Carl, Mailthody, Vikram Sharma, Ebrahimi, Eiman, Xiong, Jinjun, Nagi, Rakesh, Hwu, Wen-Mei
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Distributed, Parallel, and Cluster Computing Computer Science - Learning
Online-Zugang:	Volltext bestellen
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