I tried using GPU on XGBoost training on windows with device = cuda it worked and training time reduced drastically now i want to do this experiment on my Mac M1 Pro.
How to enable GPU for XGBoost on m1 pro chip set.
I tried looking into documentation where i was unable to find information.
Currently XGBoost doesn't support MPS which is Mac's internal "GPU". To use GPU acceleration, you need to get CUDA gpus.