Add graph capture and shaders to improve DirectML performance #1311
Workflow file for this run
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| name: "Linux GPU x64 Build" | |
| on: [ workflow_dispatch, pull_request ] | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| env: | |
| ort_dir: "onnxruntime-linux-x64-gpu-1.17.3" | |
| ort_zip: "onnxruntime-linux-x64-gpu-1.17.3.tgz" | |
| ort_url: "https://github.com/microsoft/onnxruntime/releases/download/v1.17.3/onnxruntime-linux-x64-gpu-1.17.3.tgz" | |
| jobs: | |
| linux-gpu-x64-build: | |
| runs-on: [ "self-hosted", "1ES.Pool=onnxruntime-genai-Ubuntu2004-T4" ] | |
| steps: | |
| - name: Checkout OnnxRuntime GenAI repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: true | |
| - name: Download OnnxRuntime | |
| run: | | |
| curl -L -o ${{ env.ort_zip }} ${{ env.ort_url }} | |
| - name: Unzip OnnxRuntime | |
| run: | | |
| tar -xzf ${{ env.ort_zip }} | |
| rm ${{ env.ort_zip }} | |
| - name: Rename OnnxRuntime to ort | |
| run: | | |
| mv ${{ env.ort_dir }} ort | |
| - name: Download Docker Image | |
| run: | | |
| set -e -x | |
| az login --identity --username 63b63039-6328-442f-954b-5a64d124e5b4 | |
| az acr login --name onnxruntimebuildcache --subscription 00c06639-6ee4-454e-8058-8d8b1703bd87 | |
| python3 tools/ci_build/get_docker_image.py --dockerfile tools/ci_build/github/linux/docker/inference/x64/default/gpu/Dockerfile \ | |
| --context tools/ci_build/github/linux/docker/inference/x64/default/gpu \ | |
| --docker-build-args "--build-arg BUILD_UID=$( id -u )" \ | |
| --container-registry onnxruntimebuildcache \ | |
| --repository ort_genai_linux_gpu_gha | |
| - name: Print Docker Image Environment Variables | |
| run: | | |
| echo "Printing docker image environment variables" | |
| docker run --rm ort_genai_linux_gpu_gha env | |
| - name: Build with Cmake in Docker | |
| run: | | |
| echo "Running docker image ort_genai_linux_gpu_gha" | |
| docker run \ | |
| --gpus all \ | |
| --rm \ | |
| --volume $GITHUB_WORKSPACE:/onnxruntime_src \ | |
| -w /onnxruntime_src ort_genai_linux_gpu_gha bash -c "echo $PATH && /usr/bin/cmake -DCMAKE_CUDA_ARCHITECTURES=86 --preset linux_gcc_cuda_release && /usr/bin/cmake --build --preset linux_gcc_cuda_release" | |
| - name: Install the onnxruntime-genai Python wheel and run Python tests | |
| run: | | |
| echo "Installing the onnxruntime-genai Python wheel and running the Python tests" | |
| docker run \ | |
| --gpus all \ | |
| --rm \ | |
| --volume $GITHUB_WORKSPACE:/onnxruntime_src \ | |
| -w /onnxruntime_src ort_genai_linux_gpu_gha bash -c "python3 -m pip install /onnxruntime_src/build/cuda/wheel/onnxruntime_genai*.whl --user && python3 -m pip install -r test/python/requirements.txt --user && python3 test/python/test_onnxruntime_genai.py --cwd test/python --test_models test/test_models" | |
| - name: Docker -- Run tests | |
| run: | | |
| echo "Running docker image ort_genai_linux_gpu_gha" | |
| docker run \ | |
| --gpus all \ | |
| --rm \ | |
| --volume $GITHUB_WORKSPACE:/onnxruntime_src \ | |
| -w /onnxruntime_src ort_genai_linux_gpu_gha bash -c "/onnxruntime_src/build/cuda/test/unit_tests" |