Receive 'module' object has no attribute 'rnn_cell' when running translate model

[aronayne]

tensorflow version 0.12.head Python version : 2.7.6 :

Attempting to run https://github.com/tensorflow/models/tree/master/tutorials/rnn/translate I receive :

File "/notebooks/models/tutorials/rnn/translate/seq2seq_model.py", line 117, in init single_cell = tf.nn.rnn_cell.GRUCell(size) AttributeError: 'module' object has no attribute 'rnn_cell'

Received this while running translate model : https://github.com/tensorflow/models/tree/master/tutorials/rnn/translate

This also recreates the error :

import tensorflow as tf print(tf.nn.rnn_cell.BasicRNNCell) returns :

import tensorflow as tf I tensorflow/stream_executor/dso_loader.cc:125] successfully opened CUDA library libcublas.so.8.0 locally I tensorflow/stream_executor/dso_loader.cc:125] successfully opened CUDA library libcudnn.so.5 locally I tensorflow/stream_executor/dso_loader.cc:125] successfully opened CUDA library libcufft.so.8.0 locally I tensorflow/stream_executor/dso_loader.cc:125] successfully opened CUDA library libcuda.so.1 locally I tensorflow/stream_executor/dso_loader.cc:125] successfully opened CUDA library libcurand.so.8.0 locally print(tf.nn.rnn_cell.BasicRNNCell) Traceback (most recent call last): File "", line 1, in AttributeError: 'module' object has no attribute 'rnn_cell'

This issue appears related to https://github.com/zsdonghao/tensorlayer/issues/48 Suggested fix is to update to latest tensorflow version. I receive this error on head : 0.12.head

This issue has not been resolved ?

[asimshankar]

The tutorial is setup to work with the latest release (0.12.1) and not necessarily the head of the source tree (0.12.head).

We're currently making some API changes in preparation for a 1.0 release, after which the API should be much more stable. For example, GRUCell is in tf.contrib.rnn.GRUCell.

@nealwu @lukaszkaiser @xiejw : Is this tutorial supposed to be updated?

[xiejw]

@ebrevdo +ebrevdo here.

[ebrevdo]

What asim said 😊

[asimshankar]

Closing this out since the model is working with the latest stable release.

[Graystripe17]

@asimshankar I have tensorflow 1.0.0 and this error shows up.

[ebrevdo]

The RNNCells have been temporarily moved to tf.contrib.rnn (tf.contrib.rnn.BasicRNNCell). They will hopefully be moved back out of contrib starting in TensorFlow 1.1.

On Fri, Feb 17, 2017 at 9:14 PM, Script Kitty notifications@github.com wrote:

@asimshankar https://github.com/asimshankar I have tensorflow 1.0.0 and this error shows up.

— You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub https://github.com/tensorflow/models/issues/919#issuecomment-280822882, or mute the thread https://github.com/notifications/unsubscribe-auth/ABtim3JZmRV5QHF_Y5XzB825ZgyfUKbpks5rdn5IgaJpZM4Lmv6Y .

[ackdav]

tf.contrib.rnn.BasicRNNCell is reachable but tf.contrib.rnn.NASCell throws the 'module' object has no attribute 'NASCell' error... where is NASCell? :)

[nealwu]

@derdav3 It looks like NASCell is only available starting in TensorFlow 1.1. You should install TensorFlow from source.

[ebrevdo]

You can also download a TensorFlow nightly:

https://github.com/tensorflow/tensorflow#installation

On Mon, Mar 27, 2017 at 2:31 PM, Neal Wu notifications@github.com wrote:

@derdav3 https://github.com/derdav3 It looks like NASCell https://www.tensorflow.org/versions/r1.1/api_docs/python/tf/contrib/rnn/NASCell is only available starting in TensorFlow 1.1. You should install TensorFlow from source https://www.tensorflow.org/install/install_sources.

— You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub https://github.com/tensorflow/models/issues/919#issuecomment-289592290, or mute the thread https://github.com/notifications/unsubscribe-auth/ABtim6DHg63n3AB7tkV-bCAiYYg49wlGks5rqCqogaJpZM4Lmv6Y .

[batlogs]

I have the below setup on macOS Sierra: Python 2.7.13 (default, Mar 28 2017, 18:03:28) [GCC 4.2.1 Compatible Apple LLVM 8.0.0 (clang-800.0.42.1)] on darwin Type "help", "copyright", "credits" or "license" for more information.

import tensorflow as tf tf.version '1.1.0-rc0'

But still I am getting
single_cell = tf.nn.rnn_cell.GRUCell(size) AttributeError: 'module' object has no attribute 'rnn_cell'

[nealwu]

@batlogs You want tf.contrib.rnn.GRUCell. In the future you can also just search the TensorFlow documentation to see if it solves your issue.