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I am trying to use the tensorflow-gpu, however tensorflow only supports CUDA 10.0 and not 10.1. It seems that only CUDA 10.1 is available from the apt repository provided by nvidia. I have searched in vain for a way to install CUDA 10.0 on my Ubuntu 18.10. It does seems possible on Ubuntu 18.04.

How do I install CUDA 10.0 on Ubuntu 18.10?

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According to CUDA 10 documentation Ubuntu 18.04 is supported only (different Kernel version).