1.

122层密集连接型卷积网络参数

122-Layer DenseNet architectures

Layers	OutputSize	DenseNet122
Depthwise separable convolution	10 × 500	1×25 conv, stride 2, groups 12 1×1 conv
Pooling	10 × 250	1×13 max pool, stride 2
Dense block1	10 × 250
Transition layer1	10 × 250	1×1 conv
	10 × 50	1×13 average pool, stride 5
Dense block2	10 × 50
Transition layer2	10 × 50	1×1 conv
	10 × 10	1×13 average pool, stride 5
Dense block3	10 × 10
Transition layer3	10 × 10	1×1 conv
	10 × 2	1×13 average pool, stride 5
Dense block4	10 × 2
Classification layer	1 × 1	Global max pool or LSTM FC, softmax