### Stuck in the calculations of matrix sizes for a CNN

In my CNN architecture for binary classification, I have 2 convolutional layers, 2 maxpooling layers, 2 batchnormalization operations, 1 RELu and 1 fullyconnected layer. Case1: When the number of channels, d=1: In the first layer an input of size [28*28*d], d=1 channel is convolved with M_1=20 number of filters applied over all the input channels…

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