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[CI] Upgrade CI image to use Rapids 25.10 (#11796) #2530

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[CI] Upgrade CI image to use Rapids 25.10 (#11796)

[CI] Upgrade CI image to use Rapids 25.10 (#11796) #2530

Run time

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Job Run time
Run clang-tidy
30m 48s
Code linting for C++
36s
Type and format checks for the Python package
3m 58s
35m 22s