Multiclass Convolution Neural Network for Classification of COVID-19 CT Images

Table 4

Total training parameters for all neural network models with computed time per epoch at batch size 64.

CNN architecture	One epoch (seconds)	Number of parameters
DenseNet201	1429.9926	18,096,770
GoogLeNet	31.3082	5,601,954
ResNet 50	360.9115	23,512,130
ResNet 101	306.4787	42,504,258
ResNet 152	1663.329	58,147,906
ResNeXt101	32.7611	86,746,434