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https://arxiv.org/abs/2109.15099
Download PDF Abstract: We propose a lightweight CPU network based on the MKLDNN acceleration strategy, named PP-LCNet, which improves the performance …
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https://link.springer.com/chapter/10.1007/978-3-030-63830-6_35
2.1 Architecture. Unlike existing light-weight networks with a multi-column structure, LCNet is a single-column light-weight network with 11 ghost modules [] (a …
https://github.com/ngnquan/PP-LCNet
PyTorch implementation of PP-LCNet. Reproduction of PP-LCNet architecture as described in PP-LCNet: A Lightweight CPU Convolutional Neural Network by C. Cui. T. Gao, S. Wei et al (2021) with the PyTorch …
https://blog.csdn.net/weixin_47196664/article/details/121571686
最终提出了一种结合Intel-CPU端侧推理特性而设计的轻量高性能网络PP-LCNet,所提架构取得了比ShuffleNetV2、MobileNetV2、MobileNetV3以及GhostNet更 …
https://arxiv.org/pdf/2109.15099.pdf
Indicators of PP-LCNet of different scales, where * means it is trained using SSLD[28] distillation method. Latency tested on Intel rXeon Gold 6148 Processor with batch size of …
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