This version of TensorFlow Probability requires TensorFlow version >= 2.3

Question

I tried to run a model using TensorFlow Probability.
But when I run it I got the error below:

**ImportError: This version of TensorFlow Probability requires TensorFlow version >= 2.3; Detected an installation of version 2.0.0-beta1. Please upgrade TensorFlow to proceed.**<br>

I cannot install TensorFlow 2.3 because it says there is no match.
I have installed these libraries.

tensorflow (2.0.0b1)
tensorflow-estimator (1.14.0)
tensorflow-tensorboard (1.5.1)
tfp-nightly (0.12.0.dev20200817)

Any suggestion how to fix it?

Thanks in advance

score 7 · Answer 1 · edited Dec 03 '21 at 07:46

7

If you did not want to upgrade tensorflow (while my tf version is 2.5.0) then specify the version for tensorflow_probability while installing like:

pip install tensorflow_probability==0.12.2

this works for me.

edited Dec 03 '21 at 07:46

Ihor Konovalenko

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answered Dec 03 '21 at 02:46

Gaurav Thagunna

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how one can see version of `tensorflow` corresponds to which version of `probability`? – Boppity Bop Apr 23 '22 at 18:33
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@BoppityBop https://github.com/tensorflow/probability/releases here. – Enzo Dtz Jun 27 '22 at 16:18

score 4 · Accepted Answer · edited Feb 19 '21 at 12:02

4

As the error indicates, you must have a version of TensorFlow >= 2.3 to use tensorflow-probability.
Update it to 2.4, if you work with 'pip':

pip install tensorflow==2.4

edited Feb 19 '21 at 12:02

Oren

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answered Dec 30 '20 at 13:04

Guilherme Viveiros

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score 1 · Answer 3 · answered May 14 '21 at 02:35

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If you did not want to upgrade tensorflow, you can uninstall tfp and then pip install tensorflow==0.10 which will work (while my enviroment tf==2.2.0)

answered May 14 '21 at 02:35

Heisenberger

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This version of TensorFlow Probability requires TensorFlow version >= 2.3

3 Answers3

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