self-hosted-gpu-test #39
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| name: self-hosted-gpu-test | |
| on: | |
| push: | |
| branches: | |
| - master | |
| workflow_dispatch: | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| jobs: | |
| start-runner: | |
| name: Start self-hosted EC2 runner | |
| runs-on: ubuntu-latest | |
| 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: ${{ secrets.AWS_REGION }} | |
| - name: Try to start EC2 runner | |
| id: start-ec2-runner | |
| uses: machulav/ec2-github-runner@main | |
| with: | |
| mode: start | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| ec2-image-id: ami-04d16a12bbc76ff0b | |
| ec2-instance-type: g4dn.xlarge | |
| subnet-id: subnet-0dee8543e12afe0cd # us-east-1a | |
| security-group-id: sg-0f9809618550edb98 | |
| # iam-role-name: self-hosted-runner # optional, requires additional permissions | |
| aws-resource-tags: > # optional, requires additional permissions | |
| [ | |
| {"Key": "Name", "Value": "ec2-github-runner"}, | |
| {"Key": "GitHubRepository", "Value": "${{ github.repository }}"} | |
| ] | |
| do-the-job: | |
| name: Do the job on the runner | |
| 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 | |
| timeout-minutes: 25 | |
| steps: | |
| - name: Check out | |
| uses: actions/checkout@v3 | |
| - name: Install Miniconda | |
| uses: conda-incubator/setup-miniconda@v2 | |
| env: | |
| HOME: /home/ec2-user | |
| with: | |
| activate-environment: "" | |
| auto-activate-base: true | |
| miniforge-variant: Mambaforge | |
| - name: Prepare dependencies (with CUDA) | |
| env: | |
| cudatoolkit: "11.7.*" | |
| gxx_linux-64: "10.3.*" | |
| torchani: "2.2.*" | |
| nvcc_linux-64: "11.7.*" | |
| python: "3.10.*" | |
| pytorch-gpu: "2.0.*" | |
| run: | | |
| sed -i -e "/cudatoolkit/c\ - cudatoolkit ${{ env.cudatoolkit }}" \ | |
| -e "/gxx_linux-64/c\ - gxx_linux-64 ${{ env.gxx_linux-64 }}" \ | |
| -e "/torchani/c\ - torchani ${{ env.torchani }}" \ | |
| -e "/nvcc_linux-64/c\ - nvcc_linux-64 ${{ env.nvcc_linux-64 }}" \ | |
| -e "/python/c\ - python ${{ env.python }}" \ | |
| -e "/pytorch-gpu/c\ - pytorch-gpu ${{ env.pytorch-gpu }}" \ | |
| environment.yml | |
| - name: Show dependency file | |
| run: cat environment.yml | |
| - name: Install dependencies | |
| run: | | |
| mamba env create -n nnpops -f environment.yml | |
| conda init | |
| - name: List conda environment | |
| run: | | |
| conda activate nnpops | |
| conda list | |
| - name: Configure, compile, and install | |
| run: | | |
| conda activate nnpops | |
| mkdir build && cd build | |
| cmake .. \ | |
| -DENABLE_CUDA=true \ | |
| -DTorch_DIR=$(python -c 'import torch.utils; print(torch.utils.cmake_prefix_path)')/Torch \ | |
| -DCMAKE_INSTALL_PREFIX=$CONDA_PREFIX | |
| make install | |
| - name: Test | |
| run: | | |
| conda activate nnpops | |
| cd build | |
| ctest --verbose | |
| 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 | |
| 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: ${{ secrets.AWS_REGION }} | |
| - name: Stop EC2 runner | |
| uses: machulav/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 }} |