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Welcome to the TensorNAS wiki!
See this article for Tensorflow + CUDA compatibility versions.
To check Tensorflow version run
python3.7 -c 'import tensorflow as tf; print(tf.__version__)' # for Python 3.7
and to check CUDA version run
nvcc --version