Python Tensorflow 2.2-rc4 python 3.6 & CUDA10.1

Author: hephaex

python-tensorflow/Dockerfile.1.15-py36-cuda10 renamed to python-tensorflow/Dockerfile.2.2-rc4-py36-cuda10.1

@@ -1,36 +1,35 @@
-
-FROM lablup/common-base:20.03-py36-cuda10.0
+FROM lablup/common-base:20.03-py36-cuda10.1
 
 # Install TensorFlow, Keras, PyTorch and MXNet
-ENV TENSORFLOW_VERSION=1.15.2
-#ARG CUDA=10.0
+ENV TENSORFLOW_VERSION=2.2.0-rc4
+#ARG CUDA=10.1
 #ARG LIBNVINFER=6.0.1-1
 #ARG LIBNVINFER_MAJOR_VERSION=6
 #ENV CUDNN_VERSION=7.6.4.38-1+cuda10.1
 #ENV NCCL_VERSION=2.4.8-1+cuda10.1
 ENV DEBIAN_FRONTEND=noninteractive
 ENV mecab_dicdir /usr/local/lib/mecab/dic/mecab-ko-dic
 
+ENV PYTHONUNBUFFERED=1 \
+    LD_LIBRARY_PATH="/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/nvidia/lib64:/usr/include/x86_64-linux-gnu" \
+    PATH="/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/bin/mecab" \
+#    LD_LIBRARY_PATH="/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/nvidia/lib64:/usr/local/cuda/lib64/stubs:/usr/include/x86_64-linux-gnu" \
+    LANG=C.UTF-8
+
 # Set default shell to /bin/bash
 SHELL ["/bin/bash", "-cu"]
 
-RUN update-alternatives --install /usr/bin/python python /usr/bin/python3 2
-
-# Install ipython kernelspec
-Run python3 -m ipykernel install --display-name "TensorFlow 1.15 on Python 3.6 (CUDA 10.0)" && \
-    cat /usr/local/share/jupyter/kernels/python3/kernel.json
-
 RUN python3 -m pip install pip --no-cache-dir \
-	    pandas==1.0.1 \
-    	    tensorflow-gpu==${TENSORFLOW_VERSION} \
-       	    tensorboard==1.15 \
 	    tensorflow-transform==0.21.2 \
 	    tensorflow_model_analysis==0.21.6 \
-	    tensorflow-metadata==0.21.2 \
 	    ngraph-tensorflow-bridge \
 	    adanet==0.8.0
 
 RUN python3 -m pip install pip --no-cache-dir \
+	    pandas==1.0.1 \
+    	    tensorflow-gpu==${TENSORFLOW_VERSION} \
+       	    tensorboard==2.1.1 \
+	    tensorflow-metadata==0.21.1 \
 	    tensorflow-datasets==2.1.0 \
 	    tensorflow_probability==0.9.0  \
 	    tensorflow-addons==0.8.3 \
@@ -74,6 +73,24 @@ RUN python3 -m pip install --no-cache-dir \
     	    mpi4py==3.0.3 \
 	    nni
 
+# Install ipython kernelspec
+Run python3 -m ipykernel install --display-name "TensorFlow 2.2rc0 on Python 3.6 (CUDA 10.1)" && \
+    cat /usr/local/share/jupyter/kernels/python3/kernel.json
+
+# Jupyter notebook extension
+RUN mkdir -p /home/work/.jupyter/nbextension
+WORKDIR /home/work/.jupyter/nbextension
+
+RUN jupyter nbextensions_configurator enable && \
+    jupyter contrib nbextension install && \
+    jupyter nbextension enable --py --sys-prefix widgetsnbextension && \
+    jupyter contrib nbextension install && \
+    jupyter serverextension enable --py jupyterlab --sys-prefix && \
+    jupyter labextension install @jupyter-widgets/jupyterlab-manager && \
+#    jupyter labextension install jupyterlab-nvdashboard && \
+    git clone https://github.com/lambdalisue/jupyter-vim-binding vim_binding && \
+    jupyter nbextension enable /home/work/.jupyter/nbextension/vim_binding/vim_binding 
+
 # Backend.AI specifics
 LABEL ai.backend.kernelspec="1" \
       ai.backend.envs.corecount="OPENBLAS_NUM_THREADS,OMP_NUM_THREADS,NPROC" \