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- W3215375319 abstract "The combination of specialized hardware and embedded non-volatile memories (eNVM) holds promise for energy-efficientDNN inference at the edge. However, integrating DNN hardware accelerators with eNVMs still presents several challenges. Multi-levelprogramming is desirable for achieving maximal storage density on chip, but the stochastic nature of eNVM writes makes them proneto errors and further increases the write energy and latency. We present MEMTI, a memory architecture that leverages a multi-tasklearning technique for maximal reuse of DNN parameters across multiple visual tasks. We show that by retraining and updating only10% of all DNN parameters, we can achieve efficient model adaptation across a variety of visual inference tasks. The systemperformance is evaluated by integrating the memory with the open-source NVIDIA Deep Learning Architecture (NVDLA)." @default.
- W3215375319 created "2021-12-06" @default.
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- W3215375319 date "2019-11-01" @default.
- W3215375319 modified "2023-09-27" @default.
- W3215375319 title "MEMTI: optimizing on-chip non-volatile storage for visual multi-task inference at the edge" @default.
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