Keras with TensorFlow backend not using GPU

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It is never a good idea to have both tensorflow and tensorflow-gpu packages installed side by side (the one single time it happened to me accidentally, Keras was using the CPU version).

I guess now I need to figure out how to have keras use the gpu version of tensorflow.

You should simply remove both packages from your system, and then re-install tensorflow-gpu [UPDATED after comment]:

pip uninstall tensorflow tensorflow-gpu
pip install tensorflow-gpu

Moreover, it is puzzling why you seem to use the floydhub/dl-docker:cpu container, while according to the instructions you should be using the floydhub/dl-docker:gpu one…

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