The Classification of Multi-Domain Samples Based on the Cooperation of Multiple Models

Table 6

Execution time and memory consumption.

Method	Dataset
	The execution time (second)					Max memory consumption (MB)
	CIFAR-10	CIFAR-100	Mini-ImageNet	EuroSAT	Intel image classification
VoVNet-57	106.05	104.95	475.35	60.20	46.63	136.25
Res2Net50	105.20	396.89	474.80	59.37	44.04	91.01
RepVGG-A0	34.67	35.55	45.69	20.70	15.93	30.35
DenseNet121	85.24	376.06	451.03	48.91	36.65	27.52
VGG16	122.20	121.59	495.97	72.79	55.64	513.73
ResNet50	80.16	373.67	449.14	46.78	35.06	90.46
CMS-CMM-opt in serial	604.75	1479.95	2472.50	369.07	294.28	687.04
CMS-CMM-opt in parallel	222.52	497.24	600.29	164.02	146.87	839.29