LD_LIBRARY_PATH must point out cuDNN Build from source | TensorFlow
Build a TensorFlow pip package from source and install it on Ubuntu Linux and
macOS. While the instructions might work for other systems, it is only tested
and supported for Ubuntu and macOS.
https://www.tensorflow.org/install/source#gpu


Seonglae Cho