How to use TensorFlow in GeForce RTX 3090?

GeForce RTX 3090

Windows 10 (Win10)

NVIDIA Driver 456.71

CUDA 11.1

cuDNN 8.0.4

 

python 3.8.5

tensorflow 2.3.1

tf-nightly 2.5.0.dev20201027

 

### Issues ###
In python 3.7.x, an error can occur as follows:

AttributeError: 'NoneType' object has no attribute 'TFE_MonitoringDeleteBuckets'

=> use python 3.8.x to resolve it

 

In CUDA 11.1, an error can occur as follows:

Could not load dynamic library 'cusolver64_10.dll'; dlerror: cusolver64_10.dll not found

=> copy cusolver64_10.dll from CUDA 10.2 and paste it to CUDA 11.1