This guide works with tensorflow-gpu=2.0.0 and CUDA 10.0.130 and CuDNN 7.6.4
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Install anaconda for python 3
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Install CUDA 10.0 for Windows 64bit using network
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Use Anaconda Command prompt
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Create a python3 environment on Anaconda and activate the environment
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Install tensorflow-gpu using
conda install tensorflow-gpu
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Test if tensorflow is running
python -c "import tensorflow as tf; print(tf.__version__)"