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Design of cascading blocks [112]. It is a densely connected block, which consists of Residual-E blocks [112] and 1x1 convolutions that take as input the Residual-E block's output and the residual connections from the layers before. The Residual-E block itself is built like a residual unit but performs group convolution, which is efficient in inference time, depending on the group size.
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