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[RLlib] Add NPU and HPU support to RLlib #49535

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@liuxsh9 liuxsh9 commented Jan 2, 2025

Why are these changes needed?

Support for more accelerators in RLlib by allowing learners to configure custom_resources. By building on Ray Train's existing compatibility feature (#44086 ), extended RLlib to support NPU and HPU.

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
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  • I've included any doc changes needed for https://docs.ray.io/en/master/.
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      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
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    • This PR is not tested :(

@jcotant1 jcotant1 added the rllib RLlib related issues label Jan 2, 2025
@chenfei8888
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thanks

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stale bot commented Feb 25, 2025

This pull request has been automatically marked as stale because it has not had recent activity. It will be closed in 14 days if no further activity occurs. Thank you for your contributions.

  • If you'd like to keep this open, just leave any comment, and the stale label will be removed.

@stale stale bot added the stale The issue is stale. It will be closed within 7 days unless there are further conversation label Feb 25, 2025
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thanks

liuxsh9 added 6 commits March 3, 2025 09:16
Signed-off-by: liuxsh9 <liuxiaoshuang4@huawei.com>
Signed-off-by: liuxsh9 <liuxiaoshuang4@huawei.com>
Signed-off-by: liuxsh9 <liuxiaoshuang4@huawei.com>
Signed-off-by: liuxsh9 <liuxiaoshuang4@huawei.com>
Signed-off-by: liuxsh9 <liuxiaoshuang4@huawei.com>
Signed-off-by: liuxsh9 <liuxiaoshuang4@huawei.com>
@liuxsh9 liuxsh9 force-pushed the rllib-support-custom-accelerators branch from 2c12807 to 374ea70 Compare March 3, 2025 01:21
@stale stale bot removed the stale The issue is stale. It will be closed within 7 days unless there are further conversation label Mar 3, 2025
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3 participants