HERALD: Optimizing Heterogeneous DNN Accelerators for Edge Devices

13 Sep 2019Hyoukjun KwonLiangzhen LaiTushar KrishnaVikas Chandra

Recent advances in deep neural networks (DNNs) have made DNNs the backbone of many applications on edge devices such as face recognition, object detection, and so on. To deal with massive computation requirements of DNN inferences within stringent energy and latency constraints, DNN accelerator (i.e., hardware specialized forDNN inferences), have emerged as a promising solution... (read more)

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