Update CI framework versions and README badge for release 3.1.1 (#2058)

Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

Author: XuehaoSun

.azure-pipelines/scripts/fwk_version.sh

@@ -5,6 +5,6 @@ export tensorflow_version='2.15.0-official'
 export pytorch_version='2.5.1+cpu'
 export torchvision_version='0.20.1'
 export ipex_version='2.5.0+cpu'
-export onnx_version='1.16.0'
-export onnxruntime_version='1.18.0'
+export onnx_version='1.17.0'
+export onnxruntime_version='1.20.0'
 export mxnet_version='1.9.1'

.azure-pipelines/scripts/install_nc.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-echo -e "\n Install Neural Compressor ... "
+echo -e "##[group]Install Neural Compressor ... "
 cd /neural-compressor
 if [[ $1 = *"3x_pt"* ]]; then
     python -m pip install --no-cache-dir -r requirements_pt.txt
@@ -27,4 +27,5 @@ else
 fi
 
 echo -e "\n pip list after install Neural Compressor ... "
+echo "##[endgroup]"
 pip list

.azure-pipelines/scripts/ut/3x/run_3x_pt.sh

@@ -4,11 +4,12 @@ test_case="run 3x Torch"
 echo "${test_case}"
 
 # install requirements
-echo "set up UT env..."
+echo "##[group]set up UT env..."
 export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH
 pip install -r /neural-compressor/test/3x/torch/requirements.txt
 pip install pytest-cov
 pip install pytest-html
+echo "##[endgroup]"
 pip list
 
 export COVERAGE_RCFILE=/neural-compressor/.azure-pipelines/scripts/ut/3x/coverage.3x_pt

.azure-pipelines/scripts/ut/3x/run_3x_pt_fp8.sh

@@ -4,7 +4,7 @@ test_case="run 3x Torch Habana FP8"
 echo "${test_case}"
 
 # install requirements
-echo "set up UT env..."
+echo "##[group]set up UT env..."
 export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH
 sed -i '/^intel_extension_for_pytorch/d' /neural-compressor/test/3x/torch/requirements.txt
 sed -i '/^auto_round/d' /neural-compressor/test/3x/torch/requirements.txt
@@ -13,6 +13,7 @@ pip install -r /neural-compressor/test/3x/torch/requirements.txt
 pip install pytest-cov
 pip install pytest-html
 pip install pytest-html-merger
+echo "##[endgroup]"
 pip list
 
 export COVERAGE_RCFILE=/neural-compressor/.azure-pipelines/scripts/ut/3x/coverage.3x_pt_fp8

.azure-pipelines/scripts/ut/3x/run_3x_tf.sh

@@ -4,11 +4,12 @@ test_case="run 3x TensorFlow"
 echo "${test_case}"
 
 # install requirements
-echo "set up UT env..."
+echo "##[group]set up UT env..."
 pip install -r /neural-compressor/test/3x/tensorflow/requirements.txt
 pip install pytest-cov
 pip install pytest-html
 pip install pytest-html-merger
+echo "##[endgroup]"
 pip list
 
 export COVERAGE_RCFILE=/neural-compressor/.azure-pipelines/scripts/ut/3x/coverage.3x_tf

.azure-pipelines/scripts/ut/collect_log.sh

@@ -7,7 +7,7 @@ coverage_log_base="/neural-compressor/log_dir/coverage_log_base"
 coverage_compare="/neural-compressor/log_dir/coverage_compare.html"
 cd /neural-compressor/log_dir
 
-$BOLD_YELLOW && echo "collect coverage for PR branch" && $RESET
+$BOLD_YELLOW && echo "##[group]collect coverage for PR branch" && $RESET
 mkdir -p coverage_PR
 cp ut_*_coverage/.coverage.* ./coverage_PR/
 
@@ -28,8 +28,9 @@ git checkout master
 rm -rf build dist *egg-info
 echo y | pip uninstall neural-compressor
 cd /neural-compressor/.azure-pipelines-pr/scripts && bash install_nc.sh
+echo "##[endgroup]"
 
-$BOLD_YELLOW && echo "collect coverage for baseline" && $RESET
+$BOLD_YELLOW && echo "##[group]collect coverage for baseline" && $RESET
 coverage erase
 cd /neural-compressor/log_dir
 mkdir -p coverage_base
@@ -43,6 +44,7 @@ coverage report -m --rcfile=${COVERAGE_RCFILE} | tee ${coverage_log_base}
 coverage html -d log_dir/coverage_base/htmlcov --rcfile=${COVERAGE_RCFILE}
 coverage xml -o log_dir/coverage_base/coverage.xml --rcfile=${COVERAGE_RCFILE}
 ls -l log_dir/coverage_base/htmlcov
+echo "##[endgroup]"
 
 get_coverage_data() {
     # Input argument

.azure-pipelines/scripts/ut/env_setup.sh

@@ -19,7 +19,7 @@ echo "onnxruntime version is $onnxruntime_version"
 echo "mxnet version is $mxnet_version"
 
 test_case=$1
-echo "========= test case is ${test_case}"
+echo -e "##[group]test case is ${test_case}"
 
 if [[ "${tensorflow_version}" == *"-official" ]]; then
     pip install tensorflow==${tensorflow_version%-official}
@@ -100,6 +100,8 @@ pip install coverage
 pip install pytest
 pip install pytest-html
 
+echo "##[endgroup]"
+
 pip list
 echo "[DEBUG] list pipdeptree..."
 pip install pipdeptree
@@ -112,4 +114,3 @@ if [[ $(echo "${test_case}" | grep -c "run basic api") != 0 ]] || [[ $(echo "${t
     find . -name "test*.py" | xargs sed -i 's/import tensorflow.compat.v1 as tf/import torch; import tensorflow.compat.v1 as tf/g'
     find . -name "test*.py" | xargs sed -i 's/from tensorflow import keras/import torch; from tensorflow import keras/g'
 fi
-

.azure-pipelines/scripts/ut/run_basic_adaptor.sh

@@ -8,6 +8,7 @@ source /neural-compressor/.azure-pipelines/scripts/fwk_version.sh $1
 
 echo "set up UT env..."
 bash /neural-compressor/.azure-pipelines/scripts/ut/env_setup.sh "${test_case}"
+export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH
 export COVERAGE_RCFILE=/neural-compressor/.azure-pipelines/scripts/ut/coverage.file
 lpot_path=$(python -c 'import neural_compressor; import os; print(os.path.dirname(neural_compressor.__file__))')
 cd /neural-compressor/test || exit 1

.azure-pipelines/ut-3x-pt-fp8.yml

@@ -95,6 +95,10 @@ stages:
               && bash ut/3x/collect_log_3x.sh 3x_pt_fp8"
             displayName: "Collect UT Coverage"
 
+          - task: PublishCodeCoverageResults@2
+            inputs:
+              summaryFileLocation: $(Build.SourcesDirectory)/log_dir/coverage_PR/coverage.xml
+
           - task: PublishPipelineArtifact@1
             condition: succeededOrFailed()
             inputs:

.azure-pipelines/ut-3x-pt.yml

@@ -95,6 +95,10 @@ stages:
               && bash ut/3x/collect_log_3x.sh 3x_pt"
             displayName: "Collect UT Coverage"
 
+          - task: PublishCodeCoverageResults@2
+            inputs:
+              summaryFileLocation: $(Build.SourcesDirectory)/log_dir/coverage_PR/coverage.xml
+
           - task: PublishPipelineArtifact@1
             condition: succeededOrFailed()
             inputs:

.azure-pipelines/ut-3x-tf.yml

@@ -92,6 +92,10 @@ stages:
               && bash ut/3x/collect_log_3x.sh 3x_tf"
             displayName: "Collect UT Coverage"
 
+          - task: PublishCodeCoverageResults@2
+            inputs:
+              summaryFileLocation: $(Build.SourcesDirectory)/log_dir/coverage_PR/coverage.xml
+
           - task: PublishPipelineArtifact@1
             condition: succeededOrFailed()
             inputs:

.azure-pipelines/ut-basic.yml

@@ -266,6 +266,10 @@ stages:
               && bash ut/collect_log.sh"
             displayName: "Collect UT Coverage"
 
+          - task: PublishCodeCoverageResults@2
+            inputs:
+              summaryFileLocation: $(Build.SourcesDirectory)/log_dir/coverage_PR/coverage.xml
+
           - task: PublishPipelineArtifact@1
             condition: succeededOrFailed()
             inputs:

README.md

@@ -5,7 +5,7 @@ Intel® Neural Compressor
 <h3> An open-source Python library supporting popular model compression techniques on all mainstream deep learning frameworks (TensorFlow, PyTorch, and ONNX Runtime)</h3>
 
 [![python](https://img.shields.io/badge/python-3.8%2B-blue)](https://github.com/intel/neural-compressor)
-[![version](https://img.shields.io/badge/release-3.0-green)](https://github.com/intel/neural-compressor/releases)
+[![version](https://img.shields.io/badge/release-3.1.1-green)](https://github.com/intel/neural-compressor/releases)
 [![license](https://img.shields.io/badge/license-Apache%202-blue)](https://github.com/intel/neural-compressor/blob/master/LICENSE)
 [![coverage](https://img.shields.io/badge/coverage-85%25-green)](https://github.com/intel/neural-compressor)
 [![Downloads](https://static.pepy.tech/personalized-badge/neural-compressor?period=total&units=international_system&left_color=grey&right_color=green&left_text=downloads)](https://pepy.tech/project/neural-compressor)