GPTQ Quantization / Test GPU #70
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name: GPTQ Quantization / 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/gptq/docker/Dockerfile_quantization_gpu -t gptq-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 gptq-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 }} |