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OMNI: A Framework for Integrating Hardware and Software Optimizations for Sparse CNNs

Liang, Y; Lu, LQ; Xie, JM

Liang, Y (corresponding author), Peking Univ, Sch EECS, Dept Comp Sci & Technol, CECA, Beijing 100871, Peoples R China.; Liang, Y (corresponding author), Peng Cheng Lab, Dept Artificial Intelligence, Shenzhen 518066, Peoples R China.

IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021; 40 (8): 1648

Abstract

Convolution neural networks (CNNs) as one of today's main flavor of deep learning techniques dominate in various image recognition tasks. As the model......

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