Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

Dimitrios StamoulisRuizhou DingDi WangDimitrios LymberopoulosBodhi PriyanthaJie LiuDiana Marculescu

   Papers with code   Abstract  PDF

Can we automatically design a Convolutional Network (ConvNet) with the highest image classification accuracy under the runtime constraint of a mobile device? Neural architecture search (NAS) has revolutionized the design of hardware-efficient ConvNets by automating this process... (read more)

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