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Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
(cherry picked from commit ef2c4f77)

[Bugfix][ROCm] Fix worker startup OOM on ROCm by skipping unreliable cudagraph memory profiling (#36720)
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(cherry picked from commit e8f9dbc3)

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(cherry picked from commit eaf7c9b9)

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(cherry picked from commit 26180124)

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(cherry picked from commit 761e0aa7)

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(cherry picked from commit 3e6a1e16)

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(cherry picked from commit fd4d9630)

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(cherry picked from commit 54a62a79)

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