Just installed an RTX A5000 Ampere (24 Gb memory) for GPU computing including machine learning and deep learning.
I have several toolboxes (Parallel computing, Statistics and machine learning, Deep learning and others)
I'd like to know all the necessary steps to properly use the GPU to it's maximum capacity. Through several searchs, answers are not clear.
Do I need to update some librairies (Cuda or else), environement variables or else?
Here are the properties (CUDADevice):
CUDADevice with properties:
Name: 'NVIDIA RTX A5000'
MaxThreadBlockSize: [1024 1024 64]
MaxGridSize: [2.1475e+09 65535 65535]