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This reverts commit 7a6ab87a.

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Revert "[AMD][CI/Build] Fix the AMD issue caused by inappropriate of symbol exposure (#21647)" (#21850)
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[Bugfix][Build][Non-CUDA] Only referencing CMAKE_CUDA_COMPILER_VERSION on CUDA where it is defined (#20738)
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