aitests #883
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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 }}" | |