Tensorflow cannot find GPU on Ubuntu 18.04, why?

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nvidia-smi

shows that cuda 10.1 is installed and Tesla GPU is showing. Also,

nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
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