Adapt INC autoround changes

[changwangss]

Type of Change

feature or bug fix or documentation or others
API changed or not

Description

detail description
JIRA ticket: xxx

Expected Behavior & Potential Risk

the expected behavior that triggered by this PR

How has this PR been tested?

how to reproduce the test (including hardware information)

Dependency Change?

any library dependency introduced or removed

[github-actions]

⛈️ Required checks status: Has failure 🔴

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Groups summary

🟢 Format Scan Tests workflow

Check ID	Status	Error details
format-scan (pylint)	success		✅
format-scan (bandit)	success		✅
format-scan (cloc)	success		✅
format-scan (cpplint)	success		✅

These checks are required after the changes to intel_extension_for_transformers/transformers/llm/quantization/utils.py.

🔴 Optimize Unit Test workflow

Check ID	Status	Error details
optimize-unit-test-baseline	cancelled		🚫
optimize-unit-test-PR-test	failure		❌
Genreate-OptimizeUT-Report	skipped		❓

These checks are required after the changes to intel_extension_for_transformers/transformers/llm/quantization/utils.py, tests/CI/test_quantization.py, tests/CI/test_weight_only.py, tests/requirements.txt.

🟢 Engine Unit Test workflow

Check ID	Status	Error details
engine-unit-test-baseline	success		✅
engine-unit-test-PR-test	success		✅
Genreate-Engine-Report	success		✅

These checks are required after the changes to intel_extension_for_transformers/transformers/llm/quantization/utils.py.

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[Kaihui-intel]

offline synced, other parameters do not need to be updated.

[changwangss]

baseline + INC merged autoround changed PR failed by version mismatch, so we can merge this PR first, and test by another PR.

[changwangss]

Can't reproduce CI issue, please give support. @XuehaoSun

[chensuyue]

@Kaihui-intel those UT has been skipped due to the core dump issue, please revert this skip after you fix the issue.

3f8595c