[Retracted] Bio-Optimization of Deep Learning Network Architectures

Table 2

The performance of DNN architecture using Fashion MNIST dataset.

DNN architecture
Dataset	Epochs	Batch size	Optimizers	Training accuracy	Testing accuracy	Loss
Fashion MNIST dataset	5	32	SGD	88.43	76.34	0.32
			RMSprop	87.34	77.32	0.41
			Adam	84.69	78.63	0.48
			Adadelta	83.54	74.64	0.30
			Adagrad	85.28	75.85	0.34
			Adamax	86.37	74.73	0.38
			NAdam	86.35	76.84	0.37
			Ftrl	89.55	79.68	0.52