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MixPath: A Unified Approach for One-shot Neural Architecture Search

MixPath: A Unified Approach for One-shot Neural Architecture Search

Blending multiple convolutional kernels is proved advantageous in neural architecture design. However, current two-stage neural architecture search methods are mainly limited to single-path search spaces. How to efficiently search models of multi-path structures remains a difficult problem. In this paper, we are motivated to train a one-shot multi-path supernet to …