tf.nn.deconv2d ?
memo opened this issue · 5 comments
Hey, I'm getting an error in the convolutional autoencoder on the line tf.nn.deconv2d
"AttributeError: 'module' object has no attribute 'deconv2d'"
Also it isn't in the docs.
https://www.tensorflow.org/versions/master/api_docs/python/nn.html
however there is tf.nn.conv2d_transpose
https://www.tensorflow.org/versions/master/api_docs/python/nn.html#conv2d_transpose
Which is said to not be an actual deconvolution but just a transpose. Perhaps the method has recently been renamed to that?
Oddly, the 0.6 docs doesn't have conv2d_transpose or deconv2d
https://www.tensorflow.org/versions/0.6.0/api_docs/python/nn.html
Perhaps they momentarily introduced deconv2d, then though it was inaccurate if it was only doing a transpose and not true deconv, and then renamed it?
I'm running HEAD as of a few days ago.
Yep looks like they rename to the more appropriately named conv2d_transpose in the current head: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/nn_ops.py#L44 but had deconv2d for 0.6.0: https://github.com/tensorflow/tensorflow/blob/0.6.0/tensorflow/python/ops/nn_ops.py#L42 - I might keep it like this until they release a new version, as most people will likely just pip install the 0.6.0 version.
Or could put in a try/except... will find some time to do that unless anyone else wants to first!
sure makes sense, most people will be on 0.6. leave it as is. I'll modify on my end. can send pull request.
0.7.0 is out today and the merge is about to happen on tensorflow's master. Would be very happy for any PR regarding deconv if you have one, otherwise will have a look myself.
Hey, sorry, can do this over the weekend if you havent' already done so. (gonna update ofxMSATensorFlow libs with 0.7 too)