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intel / neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
https://intel.github.io/neural-compressor/
Apache License 2.0
2.23k stars 257 forks source link

Remove debug code. #1897

Closed changwangss closed 4 months ago

changwangss commented 4 months ago

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[bot] commented 4 months ago

⛈️ Required checks status: Has failure 🔴

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🟢 Code Scan Tests workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [Code-Scan](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32014) | success | | ✅ | | [Code-Scan (Bandit Code Scan Bandit)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32014&view=logs&jobId=343c57fa-283e-589b-e772-0a0553c93e53) | success | | ✅ | | [Code-Scan (DocStyle Code Scan DocStyle)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32014&view=logs&jobId=c1e234ec-db76-5d40-e8f0-e1ad3ef905a3) | success | | ✅ | | [Code-Scan (Pylint Code Scan Pylint)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32014&view=logs&jobId=454075da-6b11-57a5-edf2-4c5947924fa8) | success | | ✅ | These checks are required after the changes to `neural_compressor/strategy/strategy.py`, `neural_compressor/torch/algorithms/habana_fp8/fp8_quant.py`.
🟢 Model Tests workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [Model-Test](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32017) | success | | ✅ | | [Model-Test (Generate Report GenerateReport)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32017&view=logs&jobId=131b5a5d-c16f-50a4-e704-41ef17f1e502) | success | | ✅ | | [Model-Test (Run ONNX Model resnet50-v1-12)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32017&view=logs&jobId=8036be5b-c44f-5dbf-ab25-6a62f8567a7d) | success | | ✅ | | [Model-Test (Run PyTorch Model resnet18)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32017&view=logs&jobId=e3333e26-4334-5d5e-a7bd-ee7471860e42) | success | | ✅ | | [Model-Test (Run PyTorch Model resnet18_fx)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32017&view=logs&jobId=2ce7611e-1b4a-5a32-2344-8e2c635b00bd) | success | | ✅ | | [Model-Test (Run TensorFlow Model resnet50v1.5)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32017&view=logs&jobId=d570adab-99d2-59fe-b05d-1b608d431203) | success | | ✅ | | [Model-Test (Run TensorFlow Model ssd_resnet50_v1)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32017&view=logs&jobId=aff40fc6-1d0e-52aa-b4b9-bb1d69413565) | success | | ✅ | These checks are required after the changes to `neural_compressor/strategy/strategy.py`.
🔴 Model Tests 3x workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [Model-Test-3x](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32021) | failure | | ❌ | | Model-Test-3x (Generate Report GenerateReport) | no_status | | ❓ | | [Model-Test-3x (Run PyTorch Model opt_125m_woq_gptq_int4)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32021&view=logs&jobId=e3333e26-4334-5d5e-a7bd-ee7471860e42) | failure | | ❌ | | [Model-Test-3x (Run PyTorch Model opt_125m_woq_gptq_int4_dq_bnb)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32021&view=logs&jobId=2ce7611e-1b4a-5a32-2344-8e2c635b00bd) | failure | | ❌ | | [Model-Test-3x (Run PyTorch Model opt_125m_woq_gptq_int4_dq_ggml)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32021&view=logs&jobId=919e49eb-e265-548b-eaa7-50d75ec3f230) | success | | ✅ | These checks are required after the changes to `neural_compressor/torch/algorithms/habana_fp8/fp8_quant.py`.
🔴 Unit Tests basic workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [UT-Basic](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016) | failure | | ❌ | | UT-Basic (Coverage Compare CollectDatafiles) | no_status | | ❓ | | [UT-Basic (Unit Test FWKs adaptor Test FWKs adaptor)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=e5896b99-a49d-517b-218b-3b918f0c116d) | success | | ✅ | | [UT-Basic (Unit Test FWKs adaptor baseline Test FWKs adaptor baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=f4046902-2b73-5016-25ba-63e28d81f503) | success | | ✅ | | [UT-Basic (Unit Test ITEX Test ITEX)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=7238057d-7331-5929-31ca-3e26743a41d0) | success | | ✅ | | [UT-Basic (Unit Test ITEX baseline Test ITEX baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=baf42d1a-8efd-5d70-9d09-b6bec5e8b55b) | success | | ✅ | | [UT-Basic (Unit Test Pruning Test PyTorch Pruning)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=99af828c-75c2-5dc7-0037-29447d6396f5) | success | | ✅ | | [UT-Basic (Unit Test Pruning Test TensorFlow Pruning)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=0a0ef4d6-07d3-59ba-0c8d-8c4daa447e58) | success | | ✅ | | [UT-Basic (Unit Test Pruning baseline Test PyTorch Pruning baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=b7474179-6386-5b4d-8836-092e0670eff4) | success | | ✅ | | [UT-Basic (Unit Test Pruning baseline Test TensorFlow Pruning baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=461a3442-9d84-5494-e465-40a939a41758) | success | | ✅ | | [UT-Basic (Unit Test TF newAPI Test TF newAPI)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=24d8ed3a-4c60-5ddd-e9bd-ea3ff52a4e98) | success | | ✅ | | [UT-Basic (Unit Test TF newAPI baseline Test TF newAPI baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=20c67c77-4f92-5283-357b-06b3e2359537) | success | | ✅ | | [UT-Basic (Unit Test User facing API Test User facing API)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=837bf053-a137-5cf0-a3a8-e85b8f58d512) | cancelled | | 🚫 | | [UT-Basic (Unit Test User facing API baseline Test User facing API baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=856f095c-c483-5936-5dd8-0c2f82743762) | success | | ✅ | | [UT-Basic (Unit Test other basic case Test other basic case)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=c6aa4c58-99e4-54e9-e3eb-cd322b75c938) | success | | ✅ | | [UT-Basic (Unit Test other cases baseline Test other cases baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32016&view=logs&jobId=b62922ce-9ef8-5e77-08b8-9cffa1d355b8) | success | | ✅ | These checks are required after the changes to `neural_compressor/strategy/strategy.py`, `test/pruning_with_pt/pruning_2.x/test_auto_excluding_classifier.py`, `test/pruning_with_pt/pruning_2.x/test_auto_slim.py`.
🟢 Unit Tests basic no coverage workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [UT-Basic-No-Coverage](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32018) | success | | ✅ | | [UT-Basic-No-Coverage (Unit Test FWKs adaptor Test FWKs adaptor)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32018&view=logs&jobId=e5896b99-a49d-517b-218b-3b918f0c116d) | success | | ✅ | | [UT-Basic-No-Coverage (Unit Test Pruning Test PyTorch Pruning)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32018&view=logs&jobId=99af828c-75c2-5dc7-0037-29447d6396f5) | success | | ✅ | | [UT-Basic-No-Coverage (Unit Test Pruning Test TensorFlow Pruning)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32018&view=logs&jobId=0a0ef4d6-07d3-59ba-0c8d-8c4daa447e58) | success | | ✅ | | [UT-Basic-No-Coverage (Unit Test User facing API Test User facing API)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32018&view=logs&jobId=837bf053-a137-5cf0-a3a8-e85b8f58d512) | success | | ✅ | | [UT-Basic-No-Coverage (Unit Test other basic case Test other basic case)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32018&view=logs&jobId=c6aa4c58-99e4-54e9-e3eb-cd322b75c938) | success | | ✅ | These checks are required after the changes to `neural_compressor/strategy/strategy.py`, `test/pruning_with_pt/pruning_2.x/test_auto_excluding_classifier.py`, `test/pruning_with_pt/pruning_2.x/test_auto_slim.py`.
🟢 Unit Tests ITREX workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [UT-ITREX](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32020) | success | | ✅ | These checks are required after the changes to `neural_compressor/strategy/strategy.py`.
🟢 Unit Tests Neural-Coder workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [UT-Coder](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32015) | success | | ✅ | These checks are required after the changes to `neural_coder/coders/tensorflow/amp.py`, `neural_coder/coders/tensorflow/inc.py`.
🔴 Unit Tests 3x-PyTorch workflow | Check ID | Status | Error details | | | -------- | ------ | ---- | --- | | [UT-3x-Torch](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32019) | failure | | ❌ | | UT-3x-Torch (Coverage Compare CollectDatafiles) | no_status | | ❓ | | [UT-3x-Torch (Unit Test 3x Torch Unit Test 3x Torch)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32019&view=logs&jobId=ce119872-54c8-5686-93fc-b763560515d2) | failure | | ❌ | | [UT-3x-Torch (Unit Test 3x Torch baseline Unit Test 3x Torch baseline)](https://dev.azure.com/lpot-inc/b7121868-d73a-4794-90c1-23135f974d09/_build/results?buildId=32019&view=logs&jobId=337dfcaa-e49a-58ed-d835-0606580c9539) | success | | ✅ | These checks are required after the changes to `neural_compressor/torch/algorithms/habana_fp8/fp8_quant.py`.

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