UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration

3 Oct 2020 Jingfei Chang Yang Lu Ping Xue Xing Wei Zhen Wei

To apply deep CNNs to mobile terminals and portable devices, many scholars have recently worked on the compressing and accelerating deep convolutional neural networks. Based on this, we propose a novel uniform channel pruning (UCP) method to prune deep CNN, and the modified squeeze-and-excitation blocks (MSEB) is used to measure the importance of the channels in the convolutional layers... (read more)

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