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Does MorphNet support conv3d? #61
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Sorry, I found the mistake in my code. |
Dear not a big fish, I am sorry to say that for now MorphNet does NOT support conv3d. What you have observed is the Furthermore, It is true that We are planning to support Conv3D in the near future but I don't have an exact date. If you would like to contribute and try to code it, we will be happy to share with you the way we see this implemented. Stay tuned, Elad |
@eladeban thanks for the detailed explanation. I appreciate this opportunity and would like to try to contribute. Honestly I really don’t know what the first move should be and I’d love to hear your ideas. Best regards, |
Hi,
I'm applying MorphNet on tf.contrib.layers.conv3d(), but it seems that no ops are found.
INFO:tensorflow:OpRegularizerManager starting analysis from: [<tf.Operation 'fc/Relu' type=Relu>].
INFO:tensorflow:OpRegularizerManager found 46 ops and 0 sources.
INFO:tensorflow:OpRegularizerManager regularizing 0 groups.
WARNING:tensorflow:No supported ops found.
Here is my code:
imgs = tf.placeholder(tf.float32, (4, 8, 24, 24, 3))
net = tf.contrib.layers.conv3d(imgs, num_outputs=64, kernel_size=7, name='conv1')
net = tf.nn.max_pool3d(net, [1, 2, 2, 2, 1], [1, 2, 2, 2, 1], padding='VALID', name='maxpool1')
net = tf.contrib.layers.batch_norm(net, center=True, scale=True, is_training=True, scope='bn1')
logits = tf.contrib.layers.fully_connected(net, 10, scope='fc')
network_regularizer = model_size_regularizer.GammaModelSizeRegularizer([logits.op], gamma_threshold=1e-3)
regularization_strength = ....
Does MorphNet support 3d convolution? Thanks!
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