Remove 1x

[yiliu30]

Remove 1.x related code

Some folders and files include both 1.x and 2.x UTs. I've removed the 1.x UTs if they import something from experimental or conf. Please help double-check. Thanks!

• [x] ORT @mengniwang95 @yuwenzho
• [ ] Torch @xin3he @PenghuiCheng
• [x] TF @zehao-intel
• [ ] Pruning @wenhuach21 @yintong-lu
• [ ] NAS, distillation @XinyuYe-Intel

---

Track some changes:

@chensuyue @XuehaoSun , need your help to update the CI for the below changes:

• [x] Model-Test (Run PyTorch Model resnet18) is 1.x example. https://github.com/intel/neural-compressor/pull/1898
• [x] ~~All tfnewapi UTs are based on the 1.x, should we remove the CI for it?~~
• [x] All nas-relaed UTs have been removed, need to update the base_api CI. https://github.com/intel/neural-compressor/pull/1896

@changwangss , need your help to clean some code on itrex side.

• [x] Replace from neural_compressor.conf.dotdict import DotDict with from neural_compressor.utils.utility import DotDict https://github.com/intel/intel-extension-for-transformers/pull/1645
• [x] Update from neural_compressor.experimental import common https://github.com/intel/intel-extension-for-transformers/pull/1645

---

optimum-intel @changwangss

• [ ] update from neural_compressor.experimental.export import torch_to_int8_onnx, https://github.com/huggingface/optimum-intel/pull/777 updated it, but ITREX CI uses optimum-intel==1.16.1. https://github.com/intel/intel-extension-for-transformers/pull/1651

---

• [ ] Delete docs by separate PRs. @yiliu30 https://github.com/intel/neural-compressor/pull/1900

Dependency Change?

any library dependency introduced or removed

[github-actions[bot]]

⛈️ Required checks status: Has failure 🔴

Warning If you do not have the access to re-run the Probot, please contact XuehaoSun for help. If you push a new commit, all of the workflow will be re-triggered.

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/keras.py, neural_compressor/adaptor/mxnet.py, neural_compressor/adaptor/onnxrt.py, neural_compressor/adaptor/pytorch.py, neural_compressor/adaptor/tensorflow.py, neural_compressor/adaptor/tf_utils/graph_converter.py, neural_compressor/adaptor/tf_utils/graph_converter_without_calib.py, neural_compressor/compression/pruner/utils.py, neural_compressor/conf/README.md, neural_compressor/conf/__init__.py, neural_compressor/conf/config.py, neural_compressor/conf/dotdict.py, neural_compressor/conf/pythonic_config.py, neural_compressor/experimental/__init__.py, neural_compressor/experimental/benchmark.py, neural_compressor/experimental/common/__init__.py, neural_compressor/experimental/common/criterion.py, neural_compressor/experimental/common/dataloader.py, neural_compressor/experimental/common/metric.py, neural_compressor/experimental/common/model.py and 98 more files...

🔴 Model Tests workflow

Check ID	Status	Error details
Model-Test	failure		❌
Model-Test (Generate Report GenerateReport)	no_status		❓
Model-Test (Run ONNX Model resnet50-v1-12)	failure		❌
Model-Test (Run PyTorch Model resnet18_fx)	failure		❌
Model-Test (Run TensorFlow Model resnet50v1.5)	failure		❌
Model-Test (Run TensorFlow Model ssd_resnet50_v1)	failure		❌

These checks are required after the changes to neural_compressor/adaptor/keras.py, neural_compressor/adaptor/mxnet.py, neural_compressor/adaptor/onnxrt.py, neural_compressor/adaptor/pytorch.py, neural_compressor/adaptor/tensorflow.py, neural_compressor/adaptor/tf_utils/graph_converter.py, neural_compressor/adaptor/tf_utils/graph_converter_without_calib.py, neural_compressor/compression/pruner/utils.py, neural_compressor/conf/README.md, neural_compressor/conf/__init__.py, neural_compressor/conf/config.py, neural_compressor/conf/dotdict.py, neural_compressor/conf/pythonic_config.py, neural_compressor/experimental/__init__.py, neural_compressor/experimental/benchmark.py, neural_compressor/experimental/common/__init__.py, neural_compressor/experimental/common/criterion.py, neural_compressor/experimental/common/dataloader.py, neural_compressor/experimental/common/metric.py, neural_compressor/experimental/common/model.py and 98 more files...

🔴 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		❌
UT-Basic (Unit Test FWKs adaptor baseline Test FWKs adaptor baseline)	success		✅
UT-Basic (Unit Test ITEX Test ITEX)	failure		❌
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)	success		✅
UT-Basic (Unit Test TF newAPI baseline Test TF newAPI baseline)	success		✅
UT-Basic (Unit Test User facing API Test User facing API)	failure		❌
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		❌
UT-Basic (Unit Test other cases baseline Test other cases baseline)	success		✅

These checks are required after the changes to neural_compressor/adaptor/keras.py, neural_compressor/adaptor/mxnet.py, neural_compressor/adaptor/onnxrt.py, neural_compressor/adaptor/pytorch.py, neural_compressor/adaptor/tensorflow.py, neural_compressor/adaptor/tf_utils/graph_converter.py, neural_compressor/adaptor/tf_utils/graph_converter_without_calib.py, neural_compressor/compression/pruner/utils.py, neural_compressor/conf/README.md, neural_compressor/conf/__init__.py, neural_compressor/conf/config.py, neural_compressor/conf/dotdict.py, neural_compressor/conf/pythonic_config.py, neural_compressor/experimental/__init__.py, neural_compressor/experimental/benchmark.py, neural_compressor/experimental/common/__init__.py, neural_compressor/experimental/common/criterion.py, neural_compressor/experimental/common/dataloader.py, neural_compressor/experimental/common/metric.py, neural_compressor/experimental/common/model.py and 203 more files...

🔴 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)	failure		❌
UT-Basic-No-Coverage (Unit Test Pruning Test TensorFlow Pruning)	failure		❌
UT-Basic-No-Coverage (Unit Test User facing API Test User facing API)	failure		❌
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/keras.py, neural_compressor/adaptor/mxnet.py, neural_compressor/adaptor/onnxrt.py, neural_compressor/adaptor/pytorch.py, neural_compressor/adaptor/tensorflow.py, neural_compressor/adaptor/tf_utils/graph_converter.py, neural_compressor/adaptor/tf_utils/graph_converter_without_calib.py, neural_compressor/compression/pruner/utils.py, neural_compressor/conf/README.md, neural_compressor/conf/__init__.py, neural_compressor/conf/config.py, neural_compressor/conf/dotdict.py, neural_compressor/conf/pythonic_config.py, neural_compressor/experimental/__init__.py, neural_compressor/experimental/benchmark.py, neural_compressor/experimental/common/__init__.py, neural_compressor/experimental/common/criterion.py, neural_compressor/experimental/common/dataloader.py, neural_compressor/experimental/common/metric.py, neural_compressor/experimental/common/model.py and 203 more files...

🔴 Unit Tests ITREX workflow

Check ID	Status	Error details
UT-ITREX	failure		❌

These checks are required after the changes to neural_compressor/adaptor/keras.py, neural_compressor/adaptor/mxnet.py, neural_compressor/adaptor/onnxrt.py, neural_compressor/adaptor/pytorch.py, neural_compressor/adaptor/tensorflow.py, neural_compressor/adaptor/tf_utils/graph_converter.py, neural_compressor/adaptor/tf_utils/graph_converter_without_calib.py, neural_compressor/compression/pruner/utils.py, neural_compressor/conf/README.md, neural_compressor/conf/__init__.py, neural_compressor/conf/config.py, neural_compressor/conf/dotdict.py, neural_compressor/conf/pythonic_config.py, neural_compressor/experimental/__init__.py, neural_compressor/experimental/benchmark.py, neural_compressor/experimental/common/__init__.py, neural_compressor/experimental/common/criterion.py, neural_compressor/experimental/common/dataloader.py, neural_compressor/experimental/common/metric.py, neural_compressor/experimental/common/model.py and 98 more files...

---

Thank you for your contribution! 💜

Note This comment is automatically generated and will be updates every 180 seconds within the next 6 hours. If you have any other questions, contact chensuyue or XuehaoSun for help.

[mengniwang95]

please also delete related doc

[yiliu30]

please also delete related doc

Sure, will delete docs by separate PRs.

[yiliu30]

compare coverage
PR lines coverage: 31017/41008 (75.636%)
PR branches coverage: 10786/16871 (63.932%)
BASE lines coverage: 44335/52654 (84.201%)
BASE branches coverage: 15819/21486 (73.625%)
clear upload path
Unit Test failed with lines coverage decrease -8.565%
Unit Test failed with branches coverage decrease -9.693%
compare coverage to give detail info

[wenhuach21]

@n1ck-guo Please help review the pruning code. I have read through it, but I am not very familiar with it anymore.