GPU-based Tests #45
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: "GPU-based Tests" | |
| on: | |
| push: | |
| branches: | |
| - "inference" | |
| workflow_dispatch: | |
| concurrency: | |
| group: gpu-ci-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| python-interface-check: | |
| name: Check Python Interface | |
| runs-on: "runs-on=${{ github.run_id }}/runner=gpu-nvidia" | |
| defaults: | |
| run: | |
| shell: bash -l {0} # required to use an activated conda environment | |
| env: | |
| CUDA_PATH: /usr/local/cuda | |
| CONDA: "3" | |
| HUGGINGFACE_TOKEN: ${{ secrets.HUGGINGFACE_TOKEN }} | |
| steps: | |
| - name: Set Path | |
| run: echo "/opt/amazon/openmpi/bin:/opt/amazon/efa/bin:/opt/conda/bin:/usr/local/cuda/bin:/usr/local/cuda/include" >> $GITHUB_PATH | |
| # - name: Check GPU/CUDA availability | |
| # run: | | |
| # printenv CUDA_PATH | |
| # printenv PATH | |
| # printenv LD_LIBRARY_PATH | |
| # nvidia-smi | |
| # nvcc --version | |
| # - name: Display disk space | |
| # run: df -h | |
| - name: Checkout Git Repository | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Install Rust | |
| uses: actions-rs/toolchain@v1 | |
| with: | |
| toolchain: stable | |
| override: true | |
| - name: Install conda and FlexFlow dependencies | |
| uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| miniconda-version: "latest" | |
| activate-environment: flexflow | |
| environment-file: conda/flexflow.yml | |
| auto-activate-base: false | |
| auto-update-conda: false | |
| - name: Build FlexFlow | |
| run: | | |
| mkdir build | |
| cd build | |
| ../config/config.linux | |
| make -j | |
| - name: Check FlexFlow Python interface (before installation) | |
| run: ./tests/python_interface_test.sh before-installation | |
| - name: Install FlexFlow | |
| run: | | |
| cd build | |
| ../config/config.linux | |
| make install | |
| - name: Check FlexFlow Python interface (after installation) | |
| run: ./tests/python_interface_test.sh after-installation | |
| inference-tests: | |
| name: Inference Tests | |
| runs-on: "runs-on=${{ github.run_id }}/runner=gpu-nvidia" | |
| defaults: | |
| run: | |
| shell: bash -l {0} # required to use an activated conda environment | |
| env: | |
| CUDA_PATH: /usr/local/cuda | |
| CONDA: "3" | |
| HUGGINGFACE_TOKEN: ${{ secrets.HUGGINGFACE_TOKEN }} | |
| steps: | |
| - name: Set Path | |
| run: echo "/opt/amazon/openmpi/bin:/opt/amazon/efa/bin:/opt/conda/bin:/usr/local/cuda/bin:/usr/local/cuda/include" >> $GITHUB_PATH | |
| # - name: Check GPU/CUDA availability | |
| # run: | | |
| # printenv CUDA_PATH | |
| # printenv PATH | |
| # printenv LD_LIBRARY_PATH | |
| # nvidia-smi | |
| # nvcc --version | |
| # - name: Display disk space | |
| # run: df -h | |
| - name: Checkout Git Repository | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Install Rust | |
| uses: actions-rs/toolchain@v1 | |
| with: | |
| toolchain: stable | |
| override: true | |
| - name: Install conda and FlexFlow dependencies | |
| uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| miniconda-version: "latest" | |
| activate-environment: flexflow | |
| environment-file: conda/flexflow.yml | |
| auto-activate-base: false | |
| auto-update-conda: false | |
| - name: Build FlexFlow | |
| run: | | |
| mkdir build | |
| cd build | |
| ../config/config.linux | |
| make -j | |
| - name: Run inference tests | |
| env: | |
| CPP_INFERENCE_TESTS: ${{ vars.CPP_INFERENCE_TESTS }} | |
| run: | | |
| source ./build/set_python_envs.sh | |
| ./tests/fine_grained_alignment_test.sh | |
| ./tests/inference_tests.sh | |
| - name: Run PEFT tests | |
| run: | | |
| source ./build/set_python_envs.sh | |
| ./tests/peft_test.sh | |
| - name: Save inference output as an artifact | |
| if: always() | |
| run: | | |
| cd inference | |
| tar -zcvf output.tar.gz ./output | |
| - name: Upload artifact | |
| uses: actions/upload-artifact@v4 | |
| if: always() | |
| with: | |
| name: output | |
| path: inference/output.tar.gz | |
| # Github persists the .cache folder across different runs/containers | |
| - name: Clear cache | |
| if: always() | |
| run: sudo rm -rf ~/.cache |