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DEEP NEURAL NETWORK ACCELERATOR WITH FINE-GRAINED PARALLELISM DISCOVERY
DEEP NEURAL NETWORK ACCELERATOR WITH FINE-GRAINED PARALLELISM DISCOVERY
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机译:具有精细并行发现的深层神经网络加速器
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摘要
A sparse convolutional neural network accelerator system that dynamically and efficiently identifies fine-grained parallelism in sparse convolution operations. The system determines matching pairs of non-zero input activations and weights from the compacted input activation and weight arrays utilizing a scalable, dynamic parallelism discovery unit (PDU) that performs a parallel search on the input activation array and the weight array to identify reducible input activation and weight pairs.
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