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Anytime I want try out some ML stuff I run into this driver and app version hell. Have you given Docker a try? I'm considering going this route for portability
by magixx 3y ago
Anytime I want try out some ML stuff I run into this driver and app version hell. Have you given Docker a try?
I'm considering going this route for portability reasons but don't know if it will actually help.
- fnands 3y agoDocker is good, but I also haven't had any issues with conda. At least for most ML projects.
- alfalfasprout 3y agoDocker comes with its own problems (especially if you need to mutate the image under the hood). And multi arch quickly becomes a pain. Also much harder to make it truly portable. We're rolling something around conda+conda-pack and plan to contribute it upstream. Look out for a blog post on HN later this year :)