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Table 2 Training parameters of different network unit

From: An multi-scale learning network with depthwise separable convolutions

Network structure GoogLeNet AlexNet MobileNet Method 1 Method 2
Number of training parameters N + N + N*9 + N + N*5*5 + N N*3*3 N*1*1 + 3*3 3*3*3 + 2*N*1*1
If N = 32 1216 288 41 91