Probability: AttributeError: module 'tensorflow._api.v1.compat' has no attribute 'v1'

Created on 18 Feb 2019 · 5Comments · Source: tensorflow/probability

Problem Definition

I receive the following error when running import tensorflow_probability as tfp :
AttributeError: module 'tensorflow._api.v1.compat' has no attribute 'v1'

Install Process

I installed tfp and tfp-nightly via pip inside an existing virtualenv environment :
pip install tfp-nightly

TraceBack

Python 3.6.5 (v3.6.5:f59c0932b4, Mar 28 2018, 05:52:31) 
[GCC 4.2.1 Compatible Apple LLVM 6.0 (clang-600.0.57)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow_probability as tfp
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/Users/leejin/rl/lib/python3.6/site-packages/tensorflow_probability/__init__.py", line 78, in <module>
    from tensorflow_probability.python import *  # pylint: disable=wildcard-import
  File "/Users/user-name/rl/lib/python3.6/site-packages/tensorflow_probability/python/__init__.py", line 22, in <module>
    from tensorflow_probability.python import distributions
  File "/Users/user-name/rl/lib/python3.6/site-packages/tensorflow_probability/python/distributions/__init__.py", line 24, in <module>
    from tensorflow_probability.python.distributions.bernoulli import Bernoulli
  File "/Users/user-name/rl/lib/python3.6/site-packages/tensorflow_probability/python/distributions/bernoulli.py", line 153, in <module>
    @kullback_leibler.RegisterKL(Bernoulli, tf.compat.v1.distributions.Bernoulli)
AttributeError: module 'tensorflow._api.v1.compat' has no attribute 'v1'
>>>

Versions

tensorflow                    1.12.0
tensorflow-probability        0.5.0
tfp-nightly                   0.7.0.dev20190218

Any assistance is greatly appreciated!!

Source

jinPrelude

Most helpful comment

You only need one or the other of tensorflow-probability and tfp-nightly, not both. If you use nightly you also need tf-nightly instead of tensorflow.

csuter on 18 Feb 2019

👍4

All 5 comments

You only need one or the other of tensorflow-probability and tfp-nightly, not both. If you use nightly you also need tf-nightly instead of tensorflow.

csuter on 18 Feb 2019

👍4

@csuter Oh, definitely my bad ;P Thanks for your advice!

jinPrelude on 18 Feb 2019

No worries!

csuter on 18 Feb 2019

have installed tensorflow==1.8.0, i have to run a file in order to star my training. but I am getting this error.
ModuleNotFoundError: No module named 'tensorflow.compat'
then i wrote this command "pip install tensorflow.compat" i got following error
ERROR: Could not find a version that satisfies the requirement tensorflow.compat (from versions: none)
ERROR: No matching distribution found for tensorflow.compat

sehargul-123 on 24 Oct 2019

That's a pretty ancient TF version. I'd suggest 1.15.0 with TFP 0.8.0, or
the nightly of each.

On Thu, Oct 24, 2019, 1:03 AM sehargul-123 notifications@github.com wrote:

have installed tensorflow==1.8.0, i have to run a file in order to star my
training. but I am getting this error.
ModuleNotFoundError: No module named 'tensorflow.compat'
then i wrote this command "pip install tensorflow.compat" i got following
error
ERROR: Could not find a version that satisfies the requirement
tensorflow.compat (from versions: none)
ERROR: No matching distribution found for tensorflow.compat

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