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- [net]
- # Training
- # batch=128
- # subdivisions=1
- # Testing
- batch=1
- subdivisions=1
- height=227
- width=227
- channels=3
- momentum=0.9
- decay=0.0005
- max_crop=256
- learning_rate=0.01
- policy=poly
- power=4
- max_batches=800000
- angle=7
- hue = .1
- saturation=.75
- exposure=.75
- aspect=.75
- [convolutional]
- filters=96
- size=11
- stride=4
- pad=0
- activation=relu
- [maxpool]
- size=3
- stride=2
- padding=0
- [convolutional]
- filters=256
- size=5
- stride=1
- pad=1
- activation=relu
- [maxpool]
- size=3
- stride=2
- padding=0
- [convolutional]
- filters=384
- size=3
- stride=1
- pad=1
- activation=relu
- [convolutional]
- filters=384
- size=3
- stride=1
- pad=1
- activation=relu
- [convolutional]
- filters=256
- size=3
- stride=1
- pad=1
- activation=relu
- [maxpool]
- size=3
- stride=2
- padding=0
- [connected]
- output=4096
- activation=relu
- [dropout]
- probability=.5
- [connected]
- output=4096
- activation=relu
- [dropout]
- probability=.5
- [connected]
- output=1000
- activation=linear
- [softmax]
- groups=1
|
