2015-06-12 06:51:17 +08:00
|
|
|
[net]
|
|
|
|
|
batch=128
|
|
|
|
|
subdivisions=8
|
|
|
|
|
height=256
|
|
|
|
|
width=256
|
|
|
|
|
channels=3
|
|
|
|
|
learning_rate=0.00001
|
|
|
|
|
momentum=0.9
|
2015-06-13 13:25:18 +08:00
|
|
|
seen=0
|
2015-06-12 06:51:17 +08:00
|
|
|
decay=0.0005
|
|
|
|
|
|
|
|
|
|
[crop]
|
|
|
|
|
crop_height=224
|
|
|
|
|
crop_width=224
|
|
|
|
|
flip=1
|
|
|
|
|
exposure=2
|
|
|
|
|
saturation=2
|
|
|
|
|
angle=5
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=64
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=64
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
|
|
|
|
size=2
|
|
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=128
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=128
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
|
|
|
|
size=2
|
|
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=256
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=256
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=256
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
|
|
|
|
size=2
|
|
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=512
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=512
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=512
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
|
|
|
|
size=2
|
|
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=512
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=512
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=512
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
|
|
|
|
size=2
|
|
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[connected]
|
|
|
|
|
output=4096
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[dropout]
|
|
|
|
|
probability=.5
|
|
|
|
|
|
|
|
|
|
[connected]
|
|
|
|
|
output=4096
|
|
|
|
|
activation=relu
|
|
|
|
|
|
|
|
|
|
[dropout]
|
|
|
|
|
probability=.5
|
|
|
|
|
|
|
|
|
|
[connected]
|
|
|
|
|
output=1000
|
|
|
|
|
activation=linear
|
|
|
|
|
|
|
|
|
|
[softmax]
|
2015-06-13 13:25:18 +08:00
|
|
|
groups=1
|
2015-06-12 06:51:17 +08:00
|
|
|
|
|
|
|
|
[cost]
|
|
|
|
|
type=sse
|
|
|
|
|
|
