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 |