In Search of the Performance- And Energy-Efficient CNN Accelerators

In this paper, starting from the algorithm, a performance- and energy-efficient 3D structure or shape of the Tensor Processing Engine (TPE) for CNN acceleration is systematically searched and evaluated. An optimal accelerator’s shape maximizes the number of concurrent MAC operations per clock cycle...

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Bibliographic Details
Main Authors: Sedukhin, S. (Author), Tomioka, Y. (Author), Yamamoto, K. (Author)
Format: Article
Language:English
Published: Institute of Electronics Information Communication Engineers 2022
Subjects:
Online Access:View Fulltext in Publisher