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SPDFA: A Novel Dataflow Fusion Sparse Deep Neural Network Accelerator
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ACM Transactions on Reconfigurable Technology and Systems 1000年
作者: Jinwei Xu Jingfei Jiang Lei Gao Xifu Qian Yong Dou National University of Defense Technology National Key Laboratory of Parallel and Distributed Computing China
Unstructured sparse pruning significantly reduces the computational and parametric complexities of deep neural network models. Nevertheless, the highly irregular nature of sparse models limits its performance and effi... 详细信息
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