The bottleneck architecture is used in very deep networks due to computational considerations. To answer your questions: 56x56 feature maps are not represented in the above image. This block is taken from a ResNet with input size 224x224. 56x56 is the downsampled version of the input at some intermediate layer. Faa approved medicationsParent drop

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