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Network-Slimming-Using-Keras

Prunning Deep-ResNet

This work using network-prunning technique mentioned in "Learning Efficient Convolutional Networks through Network Slimming" to prun a ResNet which is used to realize modulation identification task

Envs

tensorflow 1.8.0 Keras 2.1.6

Get Start

1.Download dataset from http://opendata.deepsig.io/datasets/2016.10/RML2016.10a.tar.bz2 and put them in folder ./data

2.Run main.py

Info

More details can be seen in my blog https://blog.csdn.net/weixin_45424997/article/details/108850264

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Prunning Deep-ResNet

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  • Python 100.0%