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[ROCm][Bugfix] Bring back fallback to eager mode removed in #14917, but for ROCm only (#15413)

Running for 2w 2d and failing
Cleanup H100docker system prune -a --volumes --force
Waited 14m 41s
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Ran in 5m 4s
Total Job Run Time: 5m 16s