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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