Question: Figure 4 shows a ResNet block where the input a [ l ] is a two - dimensional vector: [ 0 . 5 , -
Figure shows a ResNet block where the input al is a twodimensional vector:
The two layers inside the ResNet block consist of two dense layers, each having two nodes. The weight values for the first layer are and respectively. The weight values for the second layer are and respectively. Ignore bias and use ReLu as the activation functions for all nodes.
Calculate output of the first layer of the ResNet block, ie alshow calculations pt
Calculate output of the second layer of the ResNet block, ie alshow calculations pt
If the skip connection of the ResNet block does not exist, what is the output of the block, ie
alshow calculations pt
Explain motivation of ResNet block ie what is the learning objective of the ResNet block Figure
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