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+# tensorflow image will pull down the required nvidia cuda image for you as well
+FROM tensorflow/tensorflow:latest-gpu-py3
+RUN apt-get update
+RUN apt-get install -y git wget rsync python-gdcm tmux
+ADD requirements.txt /app/
+RUN pip install -r /app/requirements.txt
+RUN ["apt-get", "install", "-y", "libsm6", "libxext6", "libxrender-dev"]
+RUN pip install opencv-python
+# open port for tensorboard
+EXPOSE 6006
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