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126 lines
1.2 KiB
126 lines
1.2 KiB
[net] |
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batch=128 |
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subdivisions=1 |
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height=32 |
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width=32 |
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channels=3 |
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momentum=0.9 |
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decay=0.0005 |
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learning_rate=0.4 |
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policy=poly |
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power=4 |
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max_batches = 50000 |
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[crop] |
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crop_width=28 |
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crop_height=28 |
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flip=1 |
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angle=0 |
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saturation = 1 |
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exposure = 1 |
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noadjust=1 |
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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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