Closed vwxyzjn closed 1 year ago
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Closing this for now. We are likely going for a slurm integration in the future such as https://github.com/vwxyzjn/cleanba/blob/a61c51214d44cbfcc055c77676c351fdeeb5e6cc/benchmark.sh#L3-L13
Description
Our current cloud integration is pretty hacky. I haven't seen anyone used it and it has been a maintenance burden for us. Using a more managed utility to launch experiments in the cloud is desirable. There are two primary contenders and their pros and cons:
sky ssh mycluster
All of them:
This PR
Better cloud integration utility by leveraging torchx. It should really be an elegant solution for us and has the following benefits:
Give it a try by running
Types of changes
Checklist:
pre-commit run --all-files
passes (required).mkdocs serve
.If you are adding new algorithm variants or your change could result in performance difference, you may need to (re-)run tracked experiments. See https://github.com/vwxyzjn/cleanrl/pull/137 as an example PR.
--capture-video
flag toggled on (required).mkdocs serve
.