darknet/cfg/cifar.cfg
2018-05-04 01:28:59 -07:00

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[net]
batch=128
subdivisions=1
height=28
width=28
channels=3
max_crop=32
min_crop=32
hue=.1
saturation=.75
exposure=.75
learning_rate=0.4
policy=poly
power=4
max_batches = 5000
momentum=0.9
decay=0.0005
[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[dropout]
probability=.5
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[dropout]
probability=.5
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
pad=1
activation=leaky
[dropout]
probability=.5
[convolutional]
filters=10
size=1
stride=1
pad=1
activation=leaky
[avgpool]
[softmax]
groups=1