It seems that Anaconda is unable recognise my GPU, GPU is RTX2070 (Driver version 510.47.03), system Ubuntu 20.04, cudatoolkit 11.3.1, cudnn 8.2.1, XGboost 1.5.2 via pip install.
When I run XGboost with GPU enable it shows:
XGBoostError: [01:24:12] ../src/gbm/gbtree.cc:531: Check failed: common::AllVisibleGPUs() >= 1 (0 vs. 1) : No visible GPU is found for XGBoost.
I also used GPUtil to check the visible GPU, it is showing 0 GPU.
Below is the output from nvidia-smi
Can anyone help? how come the GPU in the system is no visible to any package in anaconda? (Pytorch, XGBoost etc.)