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sw_modelcompression's Introduction

SW_ModelCompression

This is the Pytorch implementation for "A general model compression method for image restoration network".

SWConv

The SWConv is depicted as follows:

image

SWConv-F

The SWConv-F is depicted as follows:

image

SW-Models

The SW-DnCNN, SW-RCAN and SW-DnCNN-3 are implemented in SWDnCNN.py, SWRCAN.py and SWDnCNN3.py, respectively. The original networks can be replaced by the corresponding ones for retraining and test.

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