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- [net]
- # Training
- # batch=128
- # subdivisions=1
- # Testing
- batch=1
- subdivisions=1
- height=256
- width=256
- channels=3
- min_crop=128
- max_crop=448
- burn_in=1000
- learning_rate=0.1
- policy=poly
- power=4
- max_batches=800000
- momentum=0.9
- decay=0.0005
- angle=7
- hue=.1
- saturation=.75
- exposure=.75
- aspect=.75
- [convolutional]
- batch_normalize=1
- filters=64
- size=7
- stride=2
- pad=1
- activation=leaky
- [maxpool]
- size=2
- stride=2
- # Residual Block
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=1
- pad=1
- activation=leaky
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=1
- pad=1
- activation=linear
- [shortcut]
- activation=leaky
- from=-3
- # Residual Block
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=1
- pad=1
- activation=leaky
- [convolutional]
- batch_normalize=1
- filters=64
- size=3
- stride=1
- pad=1
- activation=linear
- [shortcut]
- activation=leaky
- from=-3
- # Strided Residual Block
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=2
- pad=1
- activation=leaky
- [convolutional]
- batch_normalize=1
- filters=128
- size=3
- stride=1
- pad=1
- activation=linear
- [shortcut]
- activation=leaky
- from=-3
- # Residual Block
- [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=linear
- [shortcut]
- activation=leaky
- from=-3
- # Strided Residual Block
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=2
- pad=1
- activation=leaky
- [convolutional]
- batch_normalize=1
- filters=256
- size=3
- stride=1
- pad=1
- activation=linear
- [shortcut]
- activation=leaky
- from=-3
- # Residual Block
- [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=linear
- [shortcut]
- activation=leaky
- from=-3
- # Strided Residual Block
- [convolutional]
- batch_normalize=1
- filters=512
- size=3
- stride=2
- pad=1
- activation=leaky
- [convolutional]
- batch_normalize=1
- filters=512
- size=3
- stride=1
- pad=1
- activation=linear
- [shortcut]
- activation=leaky
- from=-3
- # Residual Block
- [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=linear
- [shortcut]
- activation=leaky
- from=-3
- [avgpool]
- [convolutional]
- filters=1000
- size=1
- stride=1
- pad=1
- activation=linear
- [softmax]
- groups=1
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