fix ci (#2058)

* fix

* fix

* update

* fix

Author: RunningLeon

.github/scripts/quantize_to_ncnn.py

@@ -78,3 +78,58 @@ jobs:
           python -m pip install mmcv-lite
           python tools/scripts/build_ubuntu_x64_ncnn.py 8
           python -c 'import mmdeploy.apis.ncnn as ncnn_api; assert ncnn_api.is_available(with_custom_ops=True)'
+
+  test_ncnn_ptq:
+    runs-on: [self-hosted, linux-3090]
+    container:
+      image: openmmlab/mmdeploy:ubuntu20.04-cuda11.3
+      options: "--gpus=all --ipc=host"
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+        with:
+          submodules: recursive
+      - name: Install dependencies
+        run: |
+          apt-get update
+          apt-get install ninja-build -y
+          python3 -V
+          python3 -m pip install openmim
+          python3 -m pip install -r requirements.txt
+          python3 -m mim install $(cat requirements/codebases.txt | grep mmpretrain)
+          python3 -m pip install numpy==1.22.0
+          python3 -m pip list
+      - name: Install mmdeploy
+        run: |
+          rm -rf .eggs && python3 -m pip install -e .
+          python3 tools/check_env.py
+      - name: Install ppq
+        run: |
+          git clone -b v0.6.6 --depth 1 https://github.com/openppl-public/ppq
+          cd ppq
+          python3 -m pip install -r requirements.txt
+          python3 setup.py install
+      - name: Test ncnn + ppq pipeline
+        run: |
+          export PYTHONPATH=${PWD}/ppq:${PYTHONPATH}
+          export LD_LIBRARY_PATH="/root/workspace/mmdeploy/build/lib:${LD_LIBRARY_PATH}"
+          export LD_LIBRARY_PATH="/root/workspace/mmdeploy/mmdeploy/lib:${LD_LIBRARY_PATH}"
+          export work_dir=./work_dir
+          mkdir -p $work_dir
+          export model_cfg=$work_dir/resnet18_8xb32_in1k.py
+          export deploy_cfg=configs/mmpretrain/classification_ncnn-int8_static.py
+          export checkpoint=$work_dir/resnet18_8xb32_in1k_20210831-fbbb1da6.pth
+          export input_img=tests/data/tiger.jpeg
+          python3 -m mim download mmpretrain --config resnet18_8xb32_in1k --dest $work_dir
+          python3 tools/torch2onnx.py $deploy_cfg $model_cfg $checkpoint $input_img --work-dir $work_dir
+          wget https://media.githubusercontent.com/media/tpoisonooo/mmdeploy-onnx2ncnn-testdata/main/dataset.tar
+          tar xvf dataset.tar
+          python3 tools/onnx2ncnn_quant_table.py \
+            --onnx $work_dir/end2end.onnx \
+            --deploy-cfg $deploy_cfg \
+            --model-cfg $model_cfg \
+            --out-onnx $work_dir/quant.onnx \
+            --out-table $work_dir/ncnn.table \
+            --image-dir ./dataset
+          ls -sha $work_dir/quant.onnx
+          cat $work_dir/ncnn.table

.github/workflows/backend-ncnn.yml

@@ -48,7 +48,7 @@ jobs:
           python -m pip install -r requirements/backends.txt
           python -m mim install "mmcv>=2.0.0"
           python -m mim install -r requirements/codebases.txt
-          python -m pip install -U numpy clip numba transformers
+          python -m pip install clip numba transformers numpy==1.23
           python -m pip list
       - name: Install mmyolo
         run: |

.github/workflows/build.yml

@@ -0,0 +1,32 @@
+name: 'Close stale issues and PRs'
+
+on:
+  schedule:
+    # check issue and pull request once at 01:30 a.m. every day
+    - cron: '30 1 * * *'
+
+permissions:
+  contents: read
+
+jobs:
+  stale:
+    permissions:
+      issues: write
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/stale@v7
+        with:
+          stale-issue-message: 'This issue is marked as stale because it has been marked as invalid or awaiting response for 7 days without any further response. It will be closed in 5 days if the stale label is not removed or if there is no further response.'
+          stale-pr-message: 'This PR is marked as stale because there has been no activity in the past 45 days. It will be closed in 10 days if the stale label is not removed or if there is no further updates.'
+          close-issue-message: 'This issue is closed because it has been stale for 5 days. Please open a new issue if you have similar issues or you have any new updates now.'
+          close-pr-message: 'This PR is closed because it has been stale for 10 days. Please reopen this PR if you have any updates and want to keep contributing the code.'
+          # only issues/PRS with following labels are checked
+          any-of-labels: 'invalid, awaiting response, duplicate'
+          days-before-issue-stale: 7
+          days-before-pr-stale: 45
+          days-before-issue-close: 5
+          days-before-pr-close: 10
+          # automatically remove the stale label when the issues or the pull requests are updated or commented
+          remove-stale-when-updated: true
+          operations-per-run: 50