aitests #945
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| name: "aitests" | |
| on: | |
| # push: | |
| # branches: | |
| # - 'release-*' | |
| # paths-ignore: | |
| # - 'docs/**' | |
| # pull_request: | |
| # #The branches below must be a subset of the branches above | |
| # branches: | |
| # - 'release-*' | |
| # paths-ignore: | |
| # - 'docs/**' | |
| schedule: | |
| - cron: '30 20 * * *' | |
| workflow_dispatch: | |
| jobs: | |
| aitests: | |
| timeout-minutes: 90 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| type: [ 'normal', 'cache'] | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 1 | |
| - name: Build | |
| timeout-minutes: 10 | |
| uses: ./.github/actions/build | |
| - name: Run Redis | |
| run: | | |
| sudo docker run -d --name redis -v redis-data:/data \ | |
| -p 6379:6379 redis redis-server --appendonly yes | |
| - name: Setup minio | |
| run: | | |
| docker run -d -p 9000:9000 --name minio \ | |
| -e "MINIO_ACCESS_KEY=minioadmin" \ | |
| -e "MINIO_SECRET_KEY=minioadmin" \ | |
| -v /tmp/data:/data \ | |
| -v /tmp/config:/root/.minio \ | |
| minio/minio server /data | |
| sleep 5 | |
| - name: Juicefs Format | |
| run: | | |
| sudo ./juicefs format --trash-days 0 --storage minio --bucket http://127.0.0.1:9000/mypics \ | |
| --access-key minioadmin \ | |
| --secret-key minioadmin \ | |
| redis://127.0.0.1:6379/1 pics | |
| - name: Juicefs Mount | |
| run: | | |
| if [ "${{matrix.type}}" == "normal" ]; then | |
| sudo ./juicefs mount -d redis://127.0.0.1:6379/1 /jfs/ --enable-xattr --no-usage-report | |
| elif [ "${{matrix.type}}" == "cache" ]; then | |
| sudo ./juicefs mount -d redis://127.0.0.1:6379/1 /jfs/ --enable-xattr --cache-size 3072 --no-usage-report | |
| else | |
| echo "matrix.type error: ${{matrix.type}} " | |
| fi | |
| python --version | |
| - name: Set up Conda | |
| uses: s-weigand/setup-conda@v1 | |
| with: | |
| python-version: 2.7 | |
| - name: Install Dependency | |
| run: | | |
| conda --version | |
| python --version | |
| conda install tensorflow=1.12.0 | |
| sudo .github/scripts/apt_install.sh libhdf5-dev | |
| pip install h5py | |
| pip install pillow | |
| - name: Prepare Data | |
| run: | | |
| stat /jfs/ | |
| cd /jfs/ | |
| git clone https://github.com/sanwan/SVHNClassifier | |
| cd SVHNClassifier | |
| git checkout 1a8c6f1 | |
| mkdir data | |
| cd data | |
| wget -O train.tar.gz -nv http://ufldl.stanford.edu/housenumbers/train.tar.gz | |
| wget -O test.tar.gz -nv http://ufldl.stanford.edu/housenumbers/test.tar.gz | |
| ls -lah | |
| time tar -zxf train.tar.gz | |
| time tar -zxf test.tar.gz | |
| mkdir extra | |
| mv test/1.png extra/ | |
| cp test/digitStruct.mat extra/ | |
| cp test/see_bboxes.m extra/ | |
| rm train.tar.gz | |
| rm test.tar.gz | |
| ls -lah | |
| du -sh | |
| cd .. | |
| time python convert_to_tfrecords.py --data_dir ./data >img.log | |
| sudo chmod 777 /var/jfsCache/ | |
| cd /var/jfsCache/ | |
| df -lh | |
| - name: Train | |
| run: | | |
| cd /jfs/SVHNClassifier/ | |
| time python train.py --data_dir ./data --train_logdir ./logs/train | |
| cd /var/jfsCache/ | |
| df -lh | |
| - name: Evaluate | |
| run: | | |
| cd /jfs/SVHNClassifier/ | |
| time python eval.py --data_dir ./data --checkpoint_dir ./logs/train --eval_logdir ./logs/eval | |
| cd /var/jfsCache/ | |
| df -lh | |
| - name: log | |
| if: always() | |
| run: | | |
| tail -300 /var/log/juicefs.log | |
| grep "<FATAL>:" /var/log/juicefs.log && exit 1 || true | |
| - name: Send Slack Notification | |
| if: failure() | |
| uses: juicedata/slack-notify-action@main | |
| with: | |
| channel-id: "${{ secrets.SLACK_CHANNEL_ID_FOR_PR_CHECK_NOTIFY }}" | |
| slack_bot_token: "${{ secrets.SLACK_BOT_TOKEN }}" | |