Enhance 3.x common logger and update 3.x torch example

[yuwenzho]

Type of Change

example
API changed or not: no

Description

Update 3.x torch example and enhance 3.x common logger information.

Smooth quant uses quantize(), others use prepare() + convert()

How has this PR been tested?

CI, extension test

Dependency Change?

no

[github-actions]

⛈️ Required checks status: Has failure 🔴

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These checks are required after the changes to neural_compressor/common/__init__.py, neural_compressor/common/utils/constants.py, neural_compressor/common/utils/logger.py, neural_compressor/common/utils/utility.py, neural_compressor/onnxrt/quantization/autotune.py, neural_compressor/onnxrt/quantization/quantize.py, neural_compressor/tensorflow/quantization/autotune.py, neural_compressor/tensorflow/quantization/quantize.py, neural_compressor/torch/algorithms/base_algorithm.py, neural_compressor/torch/quantization/algorithm_entry.py, neural_compressor/torch/quantization/autotune.py, neural_compressor/torch/quantization/quantize.py, neural_compressor/torch/utils/utility.py.

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These checks are required after the changes to .azure-pipelines/scripts/models/env_setup.sh, .azure-pipelines/scripts/models/run_model_trigger_common.sh, .azure-pipelines/scripts/models/run_pytorch_models_trigger.sh.

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These checks are required after the changes to neural_compressor/common/__init__.py, neural_compressor/common/utils/constants.py, neural_compressor/common/utils/logger.py, neural_compressor/common/utils/utility.py, neural_compressor/torch/algorithms/base_algorithm.py, neural_compressor/torch/quantization/algorithm_entry.py, neural_compressor/torch/quantization/autotune.py, neural_compressor/torch/quantization/quantize.py, neural_compressor/torch/utils/utility.py, examples/3.x_api/pytorch/nlp/huggingface_models/language-modeling/quantization/llm/run_clm_no_trainer.py, .azure-pipelines/scripts/models/env_setup.sh, .azure-pipelines/scripts/models/run_model_trigger_common.sh, .azure-pipelines/scripts/models/run_pytorch_models_trigger.sh.

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These checks are required after the changes to neural_compressor/common/__init__.py, neural_compressor/common/utils/constants.py, neural_compressor/common/utils/logger.py, neural_compressor/common/utils/utility.py, neural_compressor/torch/algorithms/base_algorithm.py, neural_compressor/torch/quantization/algorithm_entry.py, neural_compressor/torch/quantization/autotune.py, neural_compressor/torch/quantization/quantize.py, neural_compressor/torch/utils/utility.py.

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These checks are required after the changes to neural_compressor/common/__init__.py, neural_compressor/common/utils/constants.py, neural_compressor/common/utils/logger.py, neural_compressor/common/utils/utility.py, neural_compressor/onnxrt/quantization/autotune.py, neural_compressor/onnxrt/quantization/quantize.py.

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[yiliu30]

Hi @chensuyue, please be aware of this change, the quantization process is complete when either the convert or quantize is completed.