Accelerating Sparse DNNs Based on Tiled GEMM
Author:
Affiliation:
1. Shanghai Jiao Tong University, Shanghai, China
2. NVIDIA, Shanghai, China
Funder
National Key R&D Program of China
National Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/12/10494819/10436533.pdf?arnumber=10436533
Reference45 articles.
1. 6 areas where artificial neural networks outperform humans;Steinberg,2017
2. BERT: Pre-training of deep bidirectional transformers for language understanding;Devlin,2018
3. Learning both weights and connections for efficient neural network;Han,2015
4. DeftNN: Addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission;Hill,2017
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