How to Evaluate Deep Neural Network Processors: TOPS/W (Alone) Considered Harmful
IEEE Solid-State Circuits Magazine, pp. 28-41, 2020.
A significant amount of specialized hardware has been developed for processing deep neural networks (DNNs) in both academia and industry. This article aims to highlight the key concepts required to evaluate and compare these DNN processors. We discuss existing challenges, such as the flexibility and scalability needed to support a wide ra...更多
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