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PP-LCNet: A Lightweight CPU Convolutional Neural Network
- 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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LCNet: A Light-Weight Network for Object Counting - SpringerLink
- 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 …
GitHub - ngnquan/PP-LCNet: PyTorch implementation …
- 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 …
【移动端最强架构】LCNet吊打现有主流轻量型网络（附代码实 …
- 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 …
PP-LCNet: A Lightweight CPU Convolutional Neural Network …
- 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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