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03/25/2022
A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators
In view of the performance limitations of fully-decoupled designs for ne...
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11/01/2021
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
Convolutional neural networks (CNNs) are used in numerous real-world app...
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09/01/2020
Scaling Up Deep Neural Network Optimization for Edge Inference
Deep neural networks (DNNs) have been increasingly deployed on and integ...
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02/29/2020