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I've been using SkyPilot for 3 months within an ML platform project and it is exactly as awesome as it sounds. The overall experience for launching and managing
by donnygreenberg 4y ago
I've been using SkyPilot for 3 months within an ML platform project and it is exactly as awesome as it sounds. The overall experience for launching and managing compute is thoughtful and ergonomic in a way that we've been conditioned not to expect from cloud compute (let alone GPU compute). It was a real shock to start using it, and now every time I need to jump back into the weeds of a cloud provider's APIs I'm reminded of how nice I have in SkyPilot land.
I think you'd have a hard time finding a better cloud launcher anywhere. I couldn't.
- mlboss 4y agoDoes it support spot instances ?
- mdaniel 4y agothey'd be crazy not to, unless the ML pipeline didn't support retries: https://skypilot.readthedocs.io/en/latest/examples/spot-jobs.html https://skypilot.readthedocs.io/en/latest/examples/spot-jobs...
- jsd_dmatrix 4y agoUnderneath, Skypilot uses a Ray quite a bit. You can read is paper here: https://sigops.org/s/conferences/hotos/2021/papers/hotos21-s02-stoica.pdf https://sigops.org/s/conferences/hotos/2021/papers/hotos21-s...