The (create_fc_layer) function takes four input parameters, which are as follows:

• Input: This is similar to the input of the new convolution layer function
• Num_inputs: This is the number of input features generated post flattening the convoluted layer
• Num_outputs: This is the number of output neurons fully connected with the input neurons
• Use_relu: This takes the binary flag that is set to FALSE only in the case of the final fully connected layer