downgrade cudnn from 8 to 7

Author: hephaex

commons/Dockerfile.base.22.09-py36-cuda10.2

@@ -1,12 +1,12 @@
-FROM nvidia/cuda:10.2-cudnn8-devel-ubuntu18.04
+FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04
 
 # TensorFlow version is tightly coupled to CUDA and cuDNN so it should be selected carefully
 ARG CUDA=10.2
 ARG LIBNVINFER=7.1.3-1
 ARG LIBNVINFER_MAJOR_VERSION=7
 ARG CUDNN=7.6.5.32-1
 ENV NCCL_VERSION=2.7.8-1+cuda10.2
-ENV CUDNN_VERSION 8.0.2.39
+ENV CUDNN_VERSION 7.6.5.32
 
 # Python 2.7 or 3.6 is supported by Ubuntu Bionic out of the box
 ARG python=3.6
@@ -23,7 +23,10 @@ ENV DEBIAN_FRONTEND=noninteractive \
 # Set default shell to /bin/bash
 SHELL ["/bin/bash", "-cu"]
 
-RUN apt-get update -y && \
+RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub && \
+    apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub
+RUN \
+    apt-get update -y && \
     apt-get install -y --no-install-recommends software-properties-common && \
     add-apt-repository -y "deb http://security.ubuntu.com/ubuntu xenial-security main" && \
     apt-get update -y && \

python-tensorflow/Dockerfile.2.8-py38-cuda11.3

@@ -11,16 +11,27 @@ RUN python3 -m pip install --no-cache-dir \
 	    proto-plus==1.10.2
 RUN python3 -m pip install --no-cache-dir \
       --use-feature=2020-resolver \
-	    tensorflow-transform==0.25.0 \
-	    tensorflow_model_analysis \
-	    tensorflow-datasets \
-	    tensorflow_probability==0.11.1 \ 
+	    tensorflow-transform==1.10.1 \
+	    tensorflow_model_analysis==0.41.1 \
+	    tensorflow-datasets==4.7.0 \
+	    tensorflow_probability==0.17.0 \ 
 	    tensorflow-addons==0.11.2 \
 	    neural-structured-learning==1.3.1 \
 	    tensorflow-model-optimization==0.5.0 \
-	    tfx==0.25.0 \
-	    tfx-bsl==0.25.0 \ 
-	    tf-agents==0.6.0  
+#	    tensorflow-transform==0.25.0 \
+#	    tensorflow_model_analysis \
+#	    tensorflow-datasets \
+#	    tensorflow_probability==0.11.1 \ 
+#	    tensorflow-addons==0.11.2 \
+	    neural-structured-learning==1.3.1 \
+	    tensorflow-model-optimization==0.5.0 \
+#	    tensorflow-model-optimization==0.5.0 \
+	    tfx==1.10.0 \
+	    tfx-bsl==1.10.1 \ 
+	    tf-agents==0.14.0  
+#	    tfx==0.25.0 \
+#	    tfx-bsl==0.25.0 \ 
+#	    tf-agents==0.6.0  
 
 RUN python3 -m pip install --no-cache-dir \
       --use-feature=2020-resolver \
@@ -51,7 +62,7 @@ RUN python3 -m pip install --no-cache-dir \
 	    tensorflow-plot==0.3.2 \
 	    tensorflow_text==2.8.2 \
 	    tensorflow-gan==2.0.0 
-RUN python3 -m pip install --no-cache-dir pyfarmhash==0.3.2 pyarrow==8.0.0 && \
+RUN python3 -m pip install --no-cache-dir pyfarmhash==0.3.2 pyarrow==5.0.0 && \
     python3 -m pip install --no-cache-dir \
 	    -i https://pypi-nightly.tensorflow.org/simple tensorflow-data-validation==1.8.0.dev20220515