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Because the kaggle gpu docker image has only the mxnet cpu version installed (it installs mxnet via pip install mxnet vs pip install pip install mxnet-cu90). If you want to fix that update the Dockerfile (https://github.com/Kaggle/docker-python/blob/cuda/Dockerfile) and submit a pull request.
-- https://www.kaggle.com/product-feedback/56045#latest-327622
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