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Try to implement and test CVPR 2019 paper "Res2Net: A New Multi-scale Backbone Architecture" in PyTorch.

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![image](https://user-images.githubusercontent.com/26992220/55940379-95c12100-5c72-11e9-8f00-c3aa0e3b6de5.png) when i=0 the input of conv is fea+invi_x or invi_x?