Add support for Llama inference through NeuronModelForCausalLM (#223) #9
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| name: Optimum Neuron - Example scripts test on Trainium | |
| on: | |
| push: | |
| branches: | |
| - main | |
| schedule: | |
| # At the end of everyday | |
| - cron: 0 22 * * * | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| start-runner: | |
| name: Start self-hosted EC2 runner | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: us-east-1 | |
| EC2_AMI_ID: ${{ vars.TRAINIUM_AMI_ID }} | |
| EC2_INSTANCE_TYPE: trn1.2xlarge | |
| 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 }}"} | |
| ] | |
| optimum-neuron-tests: | |
| needs: start-runner # required to start the main job when the runner is ready | |
| runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner | |
| env: | |
| AWS_REGION: us-east-1 | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v2 | |
| - name: Install Python dependencies | |
| run: pip install .[tests,neuronx] | |
| - name: Install python3.8-venv | |
| run: sudo apt update; sudo apt install -y python3.8-venv | |
| - name: Run example tests on Neuron cores | |
| run: | | |
| HF_TOKEN_OPTIMUM_NEURON_CI=${{ secrets.HF_TOKEN_OPTIMUM_NEURON_CI }} USE_VENV="false" RUN_SLOW=1 pytest -m "is_trainium_test" tests/test_examples.py -v | |
| stop-runner: | |
| name: Stop self-hosted EC2 runner | |
| needs: | |
| - start-runner | |
| - optimum-neuron-tests | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: us-east-1 | |
| if: ${{ always() }} # 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 }} |