Layer | Type | Output size | Conv (size, channel, pad) | Max pooling |
---|---|---|---|---|
input | in | 32768*1*ch | N/A | N/A |
conv1 | c + r + p | 8192*1*32 | 3*1, 32, 1 | 4*1 |
conv2 | c + r + p | 2048*1*64 | 3*1, 64, 1 | 4*1 |
conv3 | c + r + p | 512*1*128 | 3*1, 128, 1 | 4*1 |
conv4 | c + r + p | 128*1*256 | 3*1, 256, 1 | 4*1 |
conv5 | c + r + p | 32*1*512 | 3*1, 512, 1 | 4*1 |
conv6 | c + r | 1*1*4096 | 32*1, 4096, 0 | N/A |
fc7 | fc + r + d | 1*1*4096 | 1*1, 4096, 0 | N/A |
fc8 | fc | 1*1*25 | 1*1, 25, 0 | N/A |
loss | sm + log | 1*1 | N/A | N/A |