[ROCm] Allow use of rocSOLVER for Cholesky inversion. #157154
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/157154
Note: Links to docs will display an error until the docs builds have been completed. ✅ You can merge normally! (1 Unrelated Failure)As of commit 3446548 with merge base d0cfa3e ( UNSTABLE - The following job is marked as unstable, possibly due to flakiness on trunk:
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Fixes #155046
This change allows Cholesky inversion to use rocSOLVER. This is now also the default on ROCm for Cholesky inversion which aligns with the behavior on NVIDIA (which defaults to cuSOLVER for this linear algebra operation). This fix also gets around a memory access fault encountered in MAGMA for large matrices.
MAGMA can still be forced on ROCm by doing:
Ran all Cholesky UT on ROCm and there were no regressions.
cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang