Here you can find TensorFlow images based on Ubuntu 16.04LTS with Python 3.5. I have prepared both CPU (:latest) and GPU (:cuda) images with indicated tags. The most recently built images are made available at DockerHub at eywalker/tensorflow.
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eywalker/tensorflow-docker
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Docker images for Google TensorFlow, based on Python 3
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