[Not merge] Tests for quality

[yiliu30]

Type of Change

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

Description

detail description

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: All passing 🟢

Groups summary

🟢 Code Scan Tests workflow

Check ID	Status	Error details
Code-Scan	success		✅
Code-Scan (Bandit Code Scan Bandit)	success		✅
Code-Scan (DocStyle Code Scan DocStyle)	success		✅
Code-Scan (Pylint Code Scan Pylint)	success		✅

These checks are required after the changes to neural_compressor/common/utils/constants.py.

🟢 Model Tests 3x workflow

Check ID	Status	Error details
Model-Test-3x	success		✅
Model-Test-3x (Generate Report GenerateReport)	success		✅
Model-Test-3x (Run PyTorch Model opt_125m_woq_gptq_int4)	success		✅
Model-Test-3x (Run PyTorch Model opt_125m_woq_gptq_int4_dq_bnb)	success		✅
Model-Test-3x (Run PyTorch Model opt_125m_woq_gptq_int4_dq_ggml)	success		✅

These checks are required after the changes to neural_compressor/common/utils/constants.py.

🟢 Unit Tests 3x-TensorFlow workflow

Check ID	Status	Error details
UT-3x-TensorFlow	success		✅
UT-3x-TensorFlow (Coverage Compare CollectDatafiles)	success		✅
UT-3x-TensorFlow (Unit Test 3x TensorFlow Unit Test 3x TensorFlow)	success		✅
UT-3x-TensorFlow (Unit Test 3x TensorFlow baseline Unit Test 3x TensorFlow baseline)	success		✅

These checks are required after the changes to neural_compressor/common/utils/constants.py.

🟢 Unit Tests 3x-PyTorch workflow

Check ID	Status	Error details
UT-3x-Torch	success		✅
UT-3x-Torch (Coverage Compare CollectDatafiles)	success		✅
UT-3x-Torch (Unit Test 3x Torch Unit Test 3x Torch)	success		✅
UT-3x-Torch (Unit Test 3x Torch baseline Unit Test 3x Torch baseline)	success		✅

These checks are required after the changes to neural_compressor/common/utils/constants.py.

🟢 Unit Tests 3x-ONNXRT workflow

Check ID	Status	Error details
UT-3x-ONNXRT	success		✅
UT-3x-ONNXRT (Coverage Compare CollectDatafiles)	success		✅
UT-3x-ONNXRT (Unit Test 3x ONNXRT Unit Test 3x ONNXRT)	success		✅
UT-3x-ONNXRT (Unit Test 3x ONNXRT baseline Unit Test 3x ONNXRT baseline)	success		✅

These checks are required after the changes to neural_compressor/common/utils/constants.py.

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Thank you for your contribution! 💜

Note
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[chensuyue]

onnxrt ut failed due to onnxruntime 1.18.0 release, @mengniwang95 is working on fix that.

[yiliu30]

Torch

PR lines coverage: 5044/5829 (86.533%)
PR branches coverage: 1265/1728 (73.206%) # due to it include `amp` and `habana_fp8` folders which will be deprecated soon 

TF

PR lines coverage: 10799/11989 (90.074%)
PR branches coverage: 3354/4377 (76.628%) # due to it handle too many corner cases for OOB

ONC

The enhancements are submitted to ONC directly. https://github.com/onnx/neural-compressor