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[WIP] Upgrade to Keras 3 #1357

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[WIP] Upgrade to Keras 3 #1357

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f16b453
[WIP] Upgrade to Keras 3
rosbo Jan 19, 2024
7f630e8
Fix keras install command
rosbo Jan 19, 2024
a23e21c
avoid keras downgrade by keras-nlp
rosbo Jan 19, 2024
fc9eb8f
Install tf-keras and use unreleased tfp version
rosbo Jan 26, 2024
fc4e404
upgrade tensorflow_hub
rosbo Jan 26, 2024
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12 changes: 8 additions & 4 deletions Dockerfile.tmpl
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Expand Up @@ -202,18 +202,22 @@ RUN apt-get install -y default-jre && \

RUN pip install -f http://h2o-release.s3.amazonaws.com/h2o/latest_stable_Py.html h2o && /tmp/clean-layer.sh

# b/318672158 Use simply tensorflow-probability once > 0.23.0 is released.
RUN pip install \
"tensorflow==${TENSORFLOW_VERSION}" \
"tensorflow-io==${TENSORFLOW_IO_VERSION}" \
tensorflow_decision_forests \
git+https://github.com/tensorflow/probability.git@fbc5ebe9b1d343113fb917010096cfd88b32eecf \
tensorflow_text \
tensorflowjs \
tensorflow_hub && \
"tensorflow_hub>=0.16.0" \
tf-keras && \
/tmp/clean-layer.sh

# TODO(b/318672158): Upgrade to Keras 3 once compatible with other TF libries.
# See blockers here: https://b.corp.google.com/issues/319722433#comment8
RUN pip install keras keras-cv keras-nlp && \
# Remove "--no-deps" flag and "namex" package once Keras 3.* is included in our base image.
# We ignore dependencies since tf2.15 and Keras 3.* should work despite pip saying it won't.
# Currently, keras tries to install a nightly version of tf 2.16: https://github.com/keras-team/keras/blob/fe2f54aa5bc42fb23a96449cf90434ab9bb6a2cd/requirements.txt#L2
RUN pip install --no-deps "keras>3" keras-cv keras-nlp namex && \
/tmp/clean-layer.sh

RUN pip install pysal
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