IEEE - Institute of Electrical and Electronics Engineers, Inc. - PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices

2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)

Author(s): Chunhua Deng ; Siyu Liao ; Yi Xie ; Keshab K. Parhi ; Xuehai Qian ; Bo Yuan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Conference Location: Fukuoka, Japan
Conference Date: 20 October 2018
Page(s): 189 - 202
ISBN (Electronic): 978-1-5386-6240-3
DOI: 10.1109/MICRO.2018.00024
Regular:

Deep neural network (DNN) has emerged as the most important and popular artificial intelligent (AI) technique. The growth of model size poses a key energy efficiency challenge for the underlying... View More

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