While tensorflow 2.1 is out now, I just wanted tensorflow 2.0 in my conda environment, after some experimentation this simple set of commands does it:
conda activate tf-gpu-cuda9
conda install tensorflow
To install tensorflow 1.14 in a conda environment:
conda activate tf-old
conda install tensorflow-gpu
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