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Pin tensorflow_probability to work with TF 2.4.1 #1057

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Merged
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Jul 29, 2021
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Pin tensorflow_probability to work with TF 2.4.1 #1057

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Pin tensorflow_probability to work with TF 2.4.1
rosbo Jul 27, 2021
12c3a44
import tensorflow
rosbo Jul 29, 2021
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1 change: 1 addition & 0 deletions Dockerfile
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Expand Up @@ -62,6 +62,7 @@ RUN pip install seaborn python-dateutil dask python-igraph && \
RUN pip install tensorflow==${TENSORFLOW_VERSION} && \
pip install tensorflow-gcs-config==2.4.0 && \
pip install tensorflow-addons==0.12.1 && \
pip install tensorflow_probability==0.12.2 && \
/tmp/clean-layer.sh

RUN apt-get install -y libfreetype6-dev && \
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12 changes: 12 additions & 0 deletions tests/test_tensorflow_probability.py
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@@ -0,0 +1,12 @@
import unittest

# b/194837139 importing tensorflow before tfp was trigerring an error. Adding this import to prevent regression.
import tensorflow
import tensorflow_probability as tfp
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In our current image, I am able to import tensorflow_probability directly, it only fails if I first import tensorflow.



class TestTensorFlowProbability(unittest.TestCase):
def test_distribution(self):
tfd = tfp.distributions
dist = tfd.Bernoulli(logits=[-1, 1, 1])
self.assertEqual('Bernoulli', dist.name)