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- [net]
- batch=128
- subdivisions=4
- height=256
- width=256
- channels=3
- momentum=0.9
- decay=0.0005
- learning_rate=0.01
- policy=steps
- scales=.1,.1,.1
- steps=200000,300000,400000
- max_batches=800000
- [crop]
- crop_height=224
- crop_width=224
- flip=1
- angle=0
- saturation=1
- exposure=1
- shift=.2
- [convolutional]
- filters=64
- size=7
- stride=2
- pad=1
- activation=ramp
- [convolutional]
- filters=192
- size=3
- stride=2
- pad=1
- activation=ramp
- [convolutional]
- filters=128
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=256
- size=3
- stride=2
- pad=1
- activation=ramp
- [convolutional]
- filters=128
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=256
- size=3
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=128
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=512
- size=3
- stride=2
- pad=1
- activation=ramp
- [convolutional]
- filters=256
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=512
- size=3
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=256
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=512
- size=3
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=256
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=512
- size=3
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=256
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=512
- size=3
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=256
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=1024
- size=3
- stride=2
- pad=1
- activation=ramp
- [convolutional]
- filters=512
- size=1
- stride=1
- pad=1
- activation=ramp
- [convolutional]
- filters=1024
- size=3
- stride=1
- pad=1
- activation=ramp
- [maxpool]
- size=3
- stride=2
- [connected]
- output=4096
- activation=ramp
- [dropout]
- probability=0.5
- [connected]
- output=1000
- activation=ramp
- [softmax]
|
