Latency-Aware Differentiable Neural Architecture Search

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Abstract:

Differentiable neural architecture search methods became popular in automated machine learning, mainly due to their low search costs and flexibility in designing the search space. However, these methods suffer the difficulty in optimizing network, so that the searched network is often unfriendly to hardware. This paper deals with this p...More

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