ci: add benchmark test. #15
Workflow file for this run
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| name: Benchmark Test | |
| on: | |
| push: | |
| branches: [master] | |
| pull_request: | |
| branches: [master] | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }}-benchmark | |
| cancel-in-progress: true | |
| jobs: | |
| linux-benchmark-cuda: | |
| if: contains(github.event.pull_request.labels.*.name, 'benchmark') | |
| runs-on: [self-hosted, linux, gpu] | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| build: [cuda11] | |
| include: | |
| - build: cuda11 | |
| image: nvidia/cuda:11.7.1-devel-ubuntu22.04 | |
| modeldir: /llamasharp_ci/models_benchmark | |
| # - build: cuda12 | |
| # image: nvidia/cuda:12.1.1-runtime-ubuntu22.04 | |
| container: | |
| image: ${{ matrix.image }} | |
| env: | |
| NODE_ENV: development | |
| ports: | |
| - 80 | |
| volumes: | |
| - /llamasharp_ci:/llamasharp_ci | |
| options: --gpus=all --ipc=host --runtime=nvidia | |
| steps: | |
| - name: DEBUG | |
| run: | | |
| whoami | |
| nvidia-smi | |
| nvcc -V | |
| - name: Install libraries | |
| run: | | |
| apt update | |
| apt install -y curl libicu-dev | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-dotnet@v4 | |
| with: | |
| dotnet-version: | | |
| 8.0.x | |
| - name: Prepare models | |
| run: | | |
| apt-get install -y python3.10 | |
| pip install huggingface_hub | |
| python3 LLama.Benchmark/prepare_models.py --model-dir ${{ matrix.modeldir }} --model-list LLama.Benchmark/Assets/models.txt --endpoint https://hf-mirror.com | |
| - name: Clear package cache | |
| run: dotnet clean LLamaSharp.sln && dotnet nuget locals all --clear | |
| - name: Restore packages | |
| run: dotnet restore LLamaSharp.sln | |
| - name: Build | |
| run: | | |
| dotnet build LLama/LLamaSharp.csproj -c release --no-restore | |
| dotnet build LLama.Benchmark/LLama.Benchmark.csproj -c release --no-restore | |
| - name: Run benchmark test | |
| run: dotnet run --project LLama.Benchmark/LLama.Benchmark.csproj -c release ${{ matrix.modeldir }} | |
| - name: Upload artifacts | |
| if: always() | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: Benchmark_Results | |
| path: BenchmarkDotNet.Artifacts/results/* |