Table 4.

The testing accuracy and training time.

	Dataset	GTSRB	BTSC [3]	MNIST	SVHN [32]	Cifar10	Cifar100
Property	Categories	43	62	10	10	10	100
	Training samples	39209	4591	60000	73257	50000	50000
	Testing samples	12630	2498	10000	26032	10000	10000
MicronNet	Testing accuracy	97.686%	80.388%	99.49%	92.16%	34.829%	10.333%
	Training time	1 s	1.01 s	0.55 s	0.38 s	0.85 s	0.85 s
MicronNet-BF	Testing accuracy	99.383%	82.122%	99.58%	93.35%	78.67%	49.93%
	Training time	1.41 s	1.48 s	0.60 s	0.65 s	1.29 s	1.27 s

The bold numbers represent the one with the better test accuracy in MicronNet-BF and MicronNet.