Which CUDA version is compatible with catboost-1.1.1

[skyking363]

CatBoostError: catboost/cuda/cuda_lib/cuda_base.h:281: CUDA error 35: CUDA driver version is insufficient for CUDA runtime version

catboost version: catboost-1.1.1
Operating System: ubuntu 18.04
GPU: Tesla V100
Driver Version: 418.181.07
CUDA Version: 10.1

GPU doesn't work after I updated the catboost , so can anyone tell me which cuda shoud I install ?
How do I configure my system to use the gpu?

[mirekphd]

As docs say, CatBoost should work fine with CUDA 11.0 and later versions. Yours is 10.1, so too low. Currently 11.8 is the latest CUDA, so try 11.7. You can also move to the next LTS version of Ubuntu (never upgrade systems in-place, it breaks things).