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- W3006603855 abstract "A lot of energy-efficient accelerators for inference has been reported. Our investigation result on dependence of energy efficiency on bit precision of accelerators shows that energy efficiency of in-memory/analog accelerators looks better than that of digital accelerators. However, accuracy of in-memory/analog accelerators is usually deteriorated. In order to practically reduce average bit precision for weights while maintaining accuracy, we introduce our proposed filter-wise quantization technique and a specific HW architecture with variable-bit width MAC units used in a bit-parallel manner. Finally, we discuss whether in-memory/analog accelerators can actually be a silver bullet for energy-efficient inference." @default.
- W3006603855 created "2020-02-24" @default.
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- W3006603855 date "2019-12-01" @default.
- W3006603855 modified "2023-09-25" @default.
- W3006603855 title "Can in-memory/analog accelerators be a silver bullet for energy-efficient inference?" @default.
- W3006603855 cites W2960778947 @default.
- W3006603855 doi "https://doi.org/10.1109/iedm19573.2019.8993500" @default.
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