Fix onnxrt calibration issue

[mengniwang95]

Type of Change

bug fix

Description

Fix onnxrt calibration issue

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

[mengniwang95]

https://inteltf-jenk.sh.intel.com/job/intel-lpot-validation-top-mr-extension/5546/

[github-actions[bot]]

⛈️ Required checks status: Has failure 🔴

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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/adaptor/ox_utils/calibration.py.

🟢 Model Tests workflow

Check ID	Status	Error details
Model-Test	success		✅
Model-Test (Generate Report GenerateReport)	success		✅
Model-Test (Run MXNet Model resnet50v1)	success		✅
Model-Test (Run ONNX Model resnet50-v1-12)	success		✅
Model-Test (Run PyTorch Model resnet18)	success		✅
Model-Test (Run PyTorch Model resnet18_fx)	success		✅
Model-Test (Run TensorFlow Model darknet19)	success		✅
Model-Test (Run TensorFlow Model inception_v1)	success		✅
Model-Test (Run TensorFlow Model resnet-101)	success		✅
Model-Test (Run TensorFlow Model resnet50v1.5)	success		✅
Model-Test (Run TensorFlow Model ssd_mobilenet_v1_ckpt)	success		✅
Model-Test (Run TensorFlow Model ssd_resnet50_v1)	success		✅

These checks are required after the changes to neural_compressor/adaptor/ox_utils/calibration.py.

🔴 Unit Tests basic workflow

Check ID	Status	Error details
UT-Basic	failure		❌
UT-Basic (Coverage Compare CollectDatafiles)	no_status		❓
UT-Basic (Unit Test FWKs adaptor Test FWKs adaptor)	failure	download	❌
UT-Basic (Unit Test FWKs adaptor baseline Test FWKs adaptor baseline)	failure	download	❌
UT-Basic (Unit Test ITEX Test ITEX)	success		✅
UT-Basic (Unit Test ITEX baseline Test ITEX baseline)	success		✅
UT-Basic (Unit Test Pruning Test PyTorch Pruning)	success		✅
UT-Basic (Unit Test Pruning Test TensorFlow Pruning)	success		✅
UT-Basic (Unit Test Pruning baseline Test PyTorch Pruning baseline)	success		✅
UT-Basic (Unit Test Pruning baseline Test TensorFlow Pruning baseline)	success		✅
UT-Basic (Unit Test TF newAPI Test TF newAPI)	failure	download	❌
UT-Basic (Unit Test TF newAPI baseline Test TF newAPI baseline)	failure	download	❌
UT-Basic (Unit Test User facing API Test User facing API)	success		✅
UT-Basic (Unit Test User facing API baseline Test User facing API baseline)	success		✅
UT-Basic (Unit Test other basic case Test other basic case)	failure	download	❌
UT-Basic (Unit Test other cases baseline Test other cases baseline)	failure	download	❌

These checks are required after the changes to neural_compressor/adaptor/ox_utils/calibration.py.

🔴 Unit Tests basic no coverage workflow

Check ID	Status	Error details
UT-Basic-No-Coverage	failure		❌
UT-Basic-No-Coverage (Unit Test FWKs adaptor Test FWKs adaptor)	failure		❌
UT-Basic-No-Coverage (Unit Test Pruning Test PyTorch Pruning)	success		✅
UT-Basic-No-Coverage (Unit Test Pruning Test TensorFlow Pruning)	success		✅
UT-Basic-No-Coverage (Unit Test User facing API Test User facing API)	success		✅
UT-Basic-No-Coverage (Unit Test other basic case Test other basic case)	failure		❌

These checks are required after the changes to neural_compressor/adaptor/ox_utils/calibration.py.

🟢 Unit Tests ITREX workflow

Check ID	Status	Error details
UT-ITREX	success		✅

These checks are required after the changes to neural_compressor/adaptor/ox_utils/calibration.py.

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[mengniwang95]

@chensuyue UT failed due to other fwks