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Cherry pick v1.24.0 #2439

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support processor for autoround and fix layer-wise

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Cherry pick v1.24.0 #2439

support processor for autoround and fix layer-wise
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Azure Pipelines / UT-3x-Torch-HPU (Torch 3x Habana FP8 baseline Torch 3x Habana FP8 baseline) failed May 12, 2026 in 21m 51s

Torch 3x Habana FP8 baseline Torch 3x Habana FP8 baseline failed

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Check failure on line 23644 in Build log

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@azure-pipelines azure-pipelines / UT-3x-Torch-HPU (Torch 3x Habana FP8 baseline Torch 3x Habana FP8 baseline)

Build log #L23644 

Bash exited with code '1'.
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