Table 4.

CNN architecture with a fixed dropout rate of 0.5 and learning rate of ${10}^{-4}$.

Layer Name	No. Kernels (Units)	Kernel (Pool) Size	Stride	Activation
Convolutional	64	(1,1)	(1,1)	ReLU
Batch Norm	-	-	-	-
Convolutional	32	(1,1)	(1,1)	ReLU
Convolutional	16	(1,1)	(1,1)	ReLU
Flatten	-	-	-	-
Dense	2	-	-	Softmax