Network Compression via Cooperative Architecture Search and Distillation
2021 4th International Conference on Artificial Intelligence for Industries (AI4I)(2021)
摘要
Neural Architecture Search (NAS) and its variants are competitive in many computer vision tasks lately. In this paper, we develop a Cooperative Architecture Search and Distillation (CASD) method for network compression. Compared with prior art, our method achieves better performance in ResNet164 pruning on CIFAR-10 and CIFAR-100 image classifications, promising to be extended to other tasks.
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关键词
NAS,distillation,network compression,pruning
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