That's a big if. The initial set up is a pain.
And even once the initial set up is done, ML software is constantly changing/breaking. You're forced to reinstall a new proprietary Nvidia driver, which is then incompatible with the old version of PyTorch the model uses... But that other model requires a newer PyTorch... It's a pain... The fact that there's a dependency on GPU driver versions is ridiculous.