2015-08-17 19:00:12 +03:00
|
|
|
[net]
|
2015-09-22 03:30:32 +03:00
|
|
|
batch=128
|
2015-09-05 03:52:44 +03:00
|
|
|
subdivisions=1
|
2015-08-17 19:00:12 +03:00
|
|
|
height=256
|
|
|
|
|
width=256
|
|
|
|
|
channels=3
|
|
|
|
|
momentum=0.9
|
|
|
|
|
decay=0.0005
|
2015-09-17 00:12:10 +03:00
|
|
|
|
2015-12-01 02:04:09 +03:00
|
|
|
learning_rate=0.1
|
|
|
|
|
policy=poly
|
|
|
|
|
power=4
|
|
|
|
|
max_batches=500000
|
2015-08-17 19:00:12 +03:00
|
|
|
|
|
|
|
|
[crop]
|
|
|
|
|
crop_height=224
|
|
|
|
|
crop_width=224
|
|
|
|
|
flip=1
|
|
|
|
|
angle=0
|
|
|
|
|
saturation=1
|
|
|
|
|
exposure=1
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=16
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=leaky
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
2015-09-09 22:48:40 +03:00
|
|
|
size=2
|
2015-08-17 19:00:12 +03:00
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=32
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=leaky
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
2015-09-09 22:48:40 +03:00
|
|
|
size=2
|
2015-08-17 19:00:12 +03:00
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=64
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=leaky
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
2015-09-09 22:48:40 +03:00
|
|
|
size=2
|
2015-08-17 19:00:12 +03:00
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=128
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=leaky
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
2015-09-09 22:48:40 +03:00
|
|
|
size=2
|
2015-08-17 19:00:12 +03:00
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=256
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=leaky
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
2015-09-09 22:48:40 +03:00
|
|
|
size=2
|
2015-08-17 19:00:12 +03:00
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=512
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=leaky
|
|
|
|
|
|
|
|
|
|
[maxpool]
|
2015-09-09 22:48:40 +03:00
|
|
|
size=2
|
2015-08-17 19:00:12 +03:00
|
|
|
stride=2
|
|
|
|
|
|
|
|
|
|
[convolutional]
|
|
|
|
|
filters=1024
|
|
|
|
|
size=3
|
|
|
|
|
stride=1
|
|
|
|
|
pad=1
|
|
|
|
|
activation=leaky
|
|
|
|
|
|
|
|
|
|
[avgpool]
|
|
|
|
|
|
|
|
|
|
[dropout]
|
|
|
|
|
probability=.5
|
|
|
|
|
|
|
|
|
|
[connected]
|
|
|
|
|
output=1000
|
2015-09-09 22:48:40 +03:00
|
|
|
activation=leaky
|
2015-08-17 19:00:12 +03:00
|
|
|
|
|
|
|
|
[softmax]
|
2015-10-09 22:50:43 +03:00
|
|
|
groups=1
|
2015-08-17 19:00:12 +03:00
|
|
|
|
|
|
|
|
[cost]
|
|
|
|
|
type=sse
|
|
|
|
|
|
