【Tensorflow】解决 Could not load dynamic library ‘libcudart.so.10.1‘； dlerror: libcudart.so.10.1

1 问题

环境

python 3.8
tensorflow 2.3
CUDA 10.1

问题：
在使用import tensorflow as tf 时出现错误
Could not load dynamic library ‘libcudart.so.10.1’; dlerror: libcudart.so.10.1: cannot open shared object file:No such file or directory;LD_LIBRARY_PATH:/usr/local/cuda/lib64::/usr/local/cuda/extras/CUPTI/lib64

2 解决办法

原因是CUDA10.1不支持Tensorflow2.2+。那就使用Tensorflow2.0
（1）创建conda环境

conda create -n tf1 python=3.6
conda activate tf1

（2）安装tensorflow2.0

pip install tensorflow-gpu==2.0