Layer | Type | Output size | Conv (size, channel, pad) | Max pooling |
---|---|---|---|---|
input | in | 176*176*ch | N/A | N/A |
conv1 | c + r + p | 88*88*32 | 3*3, 32, 1 | 2*2 |
conv2 | c + r + p | 44*44*64 | 3*3, 64, 1 | 2*2 |
conv3 | c + r + p | 22*22*128 | 3*3128, 1 | 2*2 |
conv4 | c + r + p | 11*11*256 | 3*3, 256, 1 | 2*2 |
conv5 | c + r | 1*1*1024 | 11*11, 1024, 0 | N/A |
fc6 | fc + r + d | 1*1*1024 | 1*1, 1024, 0 | N/A |
fc7 | fc | 1*1*25 | 1*1, 25, 0 | N/A |
loss | sm + log | 1*1 | N/A | N/A |