2016-03-15 01:08:56 +03:00
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[net]
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batch=128
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subdivisions=1
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2017-06-08 23:47:31 +03:00
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height=28
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width=28
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2016-03-15 01:08:56 +03:00
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channels=3
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2017-06-08 23:47:31 +03:00
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max_crop=32
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min_crop=32
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hue=.1
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saturation=.75
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exposure=.75
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2016-03-15 01:08:56 +03:00
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learning_rate=0.4
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policy=poly
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power=4
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2017-06-08 23:47:31 +03:00
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max_batches = 5000
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momentum=0.9
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decay=0.0005
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2016-03-15 01:08:56 +03:00
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[convolutional]
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batch_normalize=1
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filters=128
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=128
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=128
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size=3
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stride=1
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pad=1
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activation=leaky
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[maxpool]
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size=2
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stride=2
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[dropout]
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probability=.5
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[convolutional]
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batch_normalize=1
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filters=256
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=256
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=256
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size=3
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stride=1
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pad=1
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activation=leaky
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[maxpool]
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size=2
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stride=2
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[dropout]
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probability=.5
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[convolutional]
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batch_normalize=1
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filters=512
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=512
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=512
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size=3
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stride=1
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pad=1
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activation=leaky
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[dropout]
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probability=.5
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[convolutional]
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filters=10
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size=1
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stride=1
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pad=1
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activation=leaky
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[avgpool]
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[softmax]
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groups=1
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[cost]
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