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- [net]
- batch=128
- subdivisions=1
- height=32
- width=32
- channels=3
- momentum=0.9
- decay=0.0005
- learning_rate=0.4
- policy=poly
- power=4
- max_batches = 50000
- [crop]
- crop_width=28
- crop_height=28
- flip=1
- angle=0
- saturation = 1
- exposure = 1
- noadjust=1
- [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
- [cost]
|
