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DEEP NEURAL NETWORK PROCESSING ON HARDWARE ACCELERATORS WITH STACKED MEMORY
DEEP NEURAL NETWORK PROCESSING ON HARDWARE ACCELERATORS WITH STACKED MEMORY
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机译:带堆栈存储器的硬件加速器上的深层神经网络处理
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摘要
A method is provided for processing on an acceleration component a deep neural network. The method includes configuring the acceleration component to perform forward propagation and backpropagation stages of the deep neural network. The acceleration component includes an acceleration component die and a memory stack disposed in an integrated circuit package. The memory stack has a memory bandwidth greater than about 50 GB/sec and a power efficiency of greater than about 20 MB/sec/mW.
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