Changing to AdaptiveAvgPool2d on DenseNet #671
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Hi,
I`m found that densenet use avg_pool2d not adaptive_avg_pool2d,this problem has fixed in SqueezeNet and ResNet in #643 so,I made these changes,.
nn.AvgPool2d -> nn.AdaptiveAvgPool2d((1,1)) assures the output's size like (batch_size, num_classes, 1,1) on DenseNet