All convolutions inside of a dense block are ReLU-activated and use batch normalization. Channel-clever concatenation is just attainable if the peak and width dimensions of the information remain unchanged, so convolutions in a dense block are all of stride one. Pooling levels are inserted between dense blocks for additional dimensionality reductio