Multilevel Strip Pooling-Based Convolutional Neural Network for the Classification of Carotid Plaque Echogenicity

Table 5

Training and testing time comparisons among VGG16, SPP-based VGGNet, and MSP-based VGGNet.

Methods	Single time			5-fold time
	Training	Testing	Total	Training	Testing	Total
VGG16	9 m 42 s	2 m 37 s	12 m 19 s	48 m 30 s	12 m 36 s	61 m 6 s
SPP-based VGGNet	7 m 30 s	35 s	8 m 5 s	37 m 28 s	2 m 44 s	40 m 12 s
MSP-based VGGNet	6 m 54 s	30 s	7 m 24 s	34 m 27 s	2 m 30 s	36 m 57 s