[net]
batch=128
subdivisions=32
height=256
width=256
channels=3
learning_rate=0.01
momentum=0.9
decay=0.0005

[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]
stride=2
size=2

[convolutional]
filters=32
size=3
stride=1
pad=1
activation=leaky

[maxpool]
stride=2
size=2

[convolutional]
filters=64
size=3
stride=1
pad=1
activation=leaky

[maxpool]
stride=2
size=2

[convolutional]
filters=128
size=3
stride=1
pad=1
activation=leaky

[maxpool]
stride=2
size=2

[convolutional]
filters=256
size=3
stride=1
pad=1
activation=leaky

[maxpool]
stride=2
size=2

[convolutional]
filters=512
size=3
stride=1
pad=1
activation=leaky

[maxpool]
stride=2
size=2

[convolutional]
filters=1024
size=3
stride=1
pad=1
activation=leaky

[avgpool]

[dropout]
probability=.5

[connected]
output=1000
activation=leaky

[softmax]

[cost]
type=sse