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test_onnxruntime_gpu.yml
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name: ONNX Runtime / Test GPU
on:
workflow_dispatch:
schedule:
- cron: 0 1 */3 * * # at 1am every 3 days
pull_request:
types: [opened, synchronize, reopened, labeled]
# uncomment to enable on PR merge on main branch:
#push:
# branches:
# - main
jobs:
start-runner:
if: ${{ (github.event_name == 'workflow_dispatch') || (github.event_name == 'schedule') || contains( github.event.pull_request.labels.*.name, 'gpu-test') }}
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: Setup
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_gpu -t onnxruntime-gpu .
- name: Test with unittest within docker container
run: |
docker run --rm --gpus all -v $(pwd)/hf_cache:/root/.cache/huggingface --workdir=/workspace/optimum/tests onnxruntime-gpu: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 are all skipped
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 }}