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559 lines
5.7 KiB
559 lines
5.7 KiB
[net] |
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# Training - start training with darknet53.weights |
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# batch=128 |
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# subdivisions=8 |
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# Testing |
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batch=1 |
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subdivisions=1 |
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height=448 |
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width=448 |
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channels=3 |
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min_crop=448 |
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max_crop=512 |
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learning_rate=0.001 |
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policy=poly |
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power=4 |
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max_batches=100000 |
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momentum=0.9 |
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decay=0.0005 |
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[convolutional] |
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batch_normalize=1 |
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filters=32 |
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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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# Downsample |
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[convolutional] |
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batch_normalize=1 |
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filters=64 |
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size=3 |
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stride=2 |
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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=32 |
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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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[convolutional] |
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batch_normalize=1 |
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filters=64 |
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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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[shortcut] |
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from=-3 |
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activation=linear |
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# Downsample |
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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=2 |
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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=64 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=64 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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# Downsample |
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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=2 |
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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=1 |
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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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=128 |
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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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[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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|
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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=128 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=128 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=128 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=128 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=128 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=128 |
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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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[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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|
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[shortcut] |
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from=-3 |
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activation=linear |
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|
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# Downsample |
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|
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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=2 |
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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=1 |
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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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|
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[shortcut] |
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from=-3 |
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activation=linear |
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|
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[convolutional] |
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batch_normalize=1 |
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filters=256 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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|
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[convolutional] |
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batch_normalize=1 |
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filters=256 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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|
|
|
|
[convolutional] |
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batch_normalize=1 |
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filters=256 |
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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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|
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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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[shortcut] |
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from=-3 |
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activation=linear |
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|
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[convolutional] |
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batch_normalize=1 |
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filters=256 |
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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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[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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|
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[shortcut] |
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from=-3 |
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activation=linear |
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|
|
|
|
[convolutional] |
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batch_normalize=1 |
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filters=256 |
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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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|
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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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|
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[shortcut] |
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from=-3 |
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activation=linear |
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|
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|
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[convolutional] |
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batch_normalize=1 |
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filters=256 |
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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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|
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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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=256 |
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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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[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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[shortcut] |
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from=-3 |
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activation=linear |
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# Downsample |
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|
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[convolutional] |
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batch_normalize=1 |
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filters=1024 |
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size=3 |
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stride=2 |
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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=1 |
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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=1024 |
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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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[shortcut] |
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from=-3 |
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activation=linear |
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[convolutional] |
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batch_normalize=1 |
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filters=512 |
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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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[convolutional] |
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batch_normalize=1 |
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filters=1024 |
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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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[shortcut] |
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from=-3 |
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activation=linear |
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|
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[convolutional] |
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batch_normalize=1 |
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filters=512 |
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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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[convolutional] |
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batch_normalize=1 |
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filters=1024 |
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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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[shortcut] |
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from=-3 |
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activation=linear |
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|
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[convolutional] |
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batch_normalize=1 |
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filters=512 |
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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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[convolutional] |
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batch_normalize=1 |
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filters=1024 |
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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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[shortcut] |
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from=-3 |
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activation=linear |
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[avgpool] |
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[convolutional] |
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filters=1000 |
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size=1 |
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stride=1 |
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pad=1 |
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activation=linear |
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[softmax] |
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groups=1 |
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