[RLlib] Address possible memory inefficiency in WorkerSet.sync_weights
(b/c not using ray.put()
).
#44491
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WorkerSet.sync_weights
(b/c not usingray.put()
). NOTE that this is already implemented correctly for the new API stack (seeAlgorithm.sync_env_runner_states()
), but we missed retro-fixing this for the old API stack.self
) from within a remote function, causing this large object to be pickle-copiednum_worker
times (instead of just passing the necessary property value from thatself
).Why are these changes needed?
Related issue number
Checks
git commit -s
) in this PR.scripts/format.sh
to lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/
under thecorresponding
.rst
file.