ONNX Runtime / Test ORTTrainer #29
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| name: ONNX Runtime / Test ORTTrainer | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: 0 1 */3 * * # at 1am every 3 days | |
| pull_request: | |
| types: [opened, synchronize, reopened, labeled] | |
| jobs: | |
| start-runner: | |
| if: ${{ (github.event_name == 'workflow_dispatch') || (github.event_name == 'schedule') || contains( github.event.pull_request.labels.*.name, 'training')}} | |
| name: Start self-hosted EC2 runner | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: us-east-1 | |
| EC2_AMI_ID: ami-0dc1c26161f869ed1 | |
| EC2_INSTANCE_TYPE: g4dn.xlarge | |
| EC2_SUBNET_ID: subnet-859322b4,subnet-b7533b96,subnet-47cfad21,subnet-a396b2ad,subnet-06576a4b,subnet-df0f6180 | |
| EC2_SECURITY_GROUP: sg-0bb210cd3ec725a13 | |
| EC2_IAM_ROLE: optimum-ec2-github-actions-role | |
| outputs: | |
| label: ${{ steps.start-ec2-runner.outputs.label }} | |
| ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }} | |
| steps: | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_REGION }} | |
| - name: Start EC2 runner | |
| id: start-ec2-runner | |
| uses: philschmid/philschmid-ec2-github-runner@main | |
| with: | |
| mode: start | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| ec2-image-id: ${{ env.EC2_AMI_ID }} | |
| ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }} | |
| subnet-id: ${{ env.EC2_SUBNET_ID }} | |
| security-group-id: ${{ env.EC2_SECURITY_GROUP }} | |
| iam-role-name: ${{ env.EC2_IAM_ROLE }} | |
| aws-resource-tags: > # optional, requires additional permissions | |
| [ | |
| {"Key": "Name", "Value": "ec2-optimum-github-runner"}, | |
| {"Key": "GitHubRepository", "Value": "${{ github.repository }}"} | |
| ] | |
| do-the-job: | |
| name: Run ORTTrainer test | |
| needs: start-runner # required to start the main job when the runner is ready | |
| runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner | |
| env: | |
| AWS_REGION: us-east-1 | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v2 | |
| - name: Build image | |
| run: | | |
| docker build -f tests/onnxruntime/docker/Dockerfile_onnxruntime_trainer -t onnxruntime/train . | |
| - name: Run test within docker container | |
| run: | | |
| docker run --rm --gpus all -v $(pwd)/hf_cache:/root/.cache/huggingface --workdir=/workspace/optimum/tests onnxruntime/train:latest | |
| stop-runner: | |
| name: Stop self-hosted EC2 runner | |
| needs: | |
| - start-runner # required to get output from the start-runner job | |
| - do-the-job # required to wait when the main job is done | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: us-east-1 | |
| if: ${{ always() && !(needs.start-runner.result == 'skipped' && needs.do-the-job.result == 'skipped') }} # required to stop the runner even if the error happened in the previous jobs | |
| steps: | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_REGION }} | |
| - name: Stop EC2 runner | |
| uses: philschmid/philschmid-ec2-github-runner@main | |
| with: | |
| mode: stop | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| label: ${{ needs.start-runner.outputs.label }} | |
| ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }} |