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All convolutions within a dense block are ReLU-activated and use batch normalization. Channel-wise concatenation is simply attainable if the peak and width dimensions of the info keep on being unchanged, so convolutions in a very dense block are all of stride one. Pooling levels are inserted between dense blocks for even further dimensionality redu