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Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch

By Xidong Wu and others
Current techniques for deep neural network (DNN) pruning often involve intricate multi-step processes that require domain-specific expertise, making their widespread adoption challenging. To address the limitation, the Only-Train-Once (OTO) and OTOv2 are proposed to eliminate the need for additional fine-tuning steps by directly training and compressing a general DNN from... Show more
March 21, 2024
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