niftynet.network.se_resnet module¶
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class
SE_ResNetDesc
(bn, fc, conv1, blocks)¶ Bases:
tuple
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blocks
¶ Alias for field number 3
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bn
¶ Alias for field number 0
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conv1
¶ Alias for field number 2
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fc
¶ Alias for field number 1
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class
SE_ResNet
(num_classes, n_features=[16, 64, 128], n_blocks_per_resolution=1, w_initializer=None, w_regularizer=None, b_initializer=None, b_regularizer=None, acti_func='relu', name='SE_ResNet')[source]¶ Bases:
niftynet.network.base_net.BaseNet
- 3D implementation of SE-ResNet:
- Hu et al., “Squeeze-and-Excitation Networks”, arXiv:1709.01507v2
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class
BottleneckBlockDesc2
(common_bn, conv, conv_shortcut)¶ Bases:
tuple
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common_bn
¶ Alias for field number 0
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conv
¶ Alias for field number 1
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conv_shortcut
¶ Alias for field number 2
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