Single-Path NAS: Device-Aware Efficient ConvNet Design

10 May 2019Dimitrios StamoulisRuizhou DingDi WangDimitrios LymberopoulosBodhi PriyanthaJie LiuDiana Marculescu

Can we automatically design a Convolutional Network (ConvNet) with the highest image classification accuracy under the latency constraint of a mobile device? Neural Architecture Search (NAS) for ConvNet design is a challenging problem due to the combinatorially large design space and search time (at least 200 GPU-hours)... (read more)

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