Efficient Deep Learning with Sparsity: Algorithms, Systems, and Applications
Deep learning has been used across a broad spectrum of applications, including computer vision, natural language processing, and scientific discovery. However, behind its remarkable performance lies an increasing gap between the demand for and supply of computation. On the demand side, the computati...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/156615 |