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[CPU]Implement key cache quantization by channel for SDPA #28259

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Details:

  • Implement by-channel quantization for SDPA
  • Add test case for by-channel quantization for SDPA

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@github-actions github-actions bot added category: inference OpenVINO Runtime library - Inference category: CPU OpenVINO CPU plugin category: build OpenVINO cmake script / infra category: Python API OpenVINO Python bindings category: CPP API OpenVINO CPP API bindings labels Jan 3, 2025
@zhangYiIntel zhangYiIntel removed category: inference OpenVINO Runtime library - Inference category: build OpenVINO cmake script / infra category: Python API OpenVINO Python bindings category: CPP API OpenVINO CPP API bindings labels Jan 3, 2025
@github-actions github-actions bot added category: inference OpenVINO Runtime library - Inference category: build OpenVINO cmake script / infra category: Python API OpenVINO Python bindings category: CPP API OpenVINO CPP API bindings labels Jan 3, 2025
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category: build OpenVINO cmake script / infra category: CPP API OpenVINO CPP API bindings category: CPU OpenVINO CPU plugin category: inference OpenVINO Runtime library - Inference category: Python API OpenVINO Python bindings do not merge do_not_review
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