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