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Why are these changes needed?
Sets the autoscaler image to the one from this PR's commit.
#22847
When Ray 1.12.0 is released, we will start using released versions of Ray for the autoscaler image.
Related issue number
Checks
scripts/format.sh
to lint the changes in this PR.