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https://github.com/wassname/PSPNet-Keras-tensorflow.git
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20 lines
852 B
Python
20 lines
852 B
Python
from kaffe.tensorflow import Network
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class AlexNet(Network):
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def setup(self):
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(self.feed('data')
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.conv(11, 11, 96, 4, 4, padding='VALID', name='conv1')
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.lrn(2, 2e-05, 0.75, name='norm1')
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.max_pool(3, 3, 2, 2, padding='VALID', name='pool1')
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.conv(5, 5, 256, 1, 1, group=2, name='conv2')
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.lrn(2, 2e-05, 0.75, name='norm2')
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.max_pool(3, 3, 2, 2, padding='VALID', name='pool2')
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.conv(3, 3, 384, 1, 1, name='conv3')
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.conv(3, 3, 384, 1, 1, group=2, name='conv4')
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.conv(3, 3, 256, 1, 1, group=2, name='conv5')
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.max_pool(3, 3, 2, 2, padding='VALID', name='pool5')
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.fc(4096, name='fc6')
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.fc(4096, name='fc7')
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.fc(1000, relu=False, name='fc8')
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.softmax(name='prob'))
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