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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 Torch 3x Habana FP8) succeeded May 12, 2026 in 27m 18s

Torch 3x Habana FP8 Torch 3x Habana FP8 succeeded

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