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A model demo which uses ResNet18 as the backbone to do image recognition tasks.Using Pytorch.

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In model function "forward", after "out = F.avg_pool2d(out, 4)", need do 2d average pooling. Before this, out.size=[-1, 512, 7, 7],after this, out.size=[-1, 512, 1, 1]. define this in net: self.pool2...