Table 4.

Model architecture for DCNN–GRU.

Layer (Type)	Output Shape	Parameters
time_dist (dilated_cnn_model)	(None, 15, 4, 4, 768)	1,15,22,112
time_dist (Flatten())	(None, 15, 12,288)	0
gru_1 (GRU)	(None, 180)	67,33,260
dense_1 (Dense)	(None, 512)	92,672
dense_2 (Dense)	(None, 128)	65,664
dense_3 (Dense)	(None, 64)	8256
dense_4 (Dense)	(None, 10)	650