add performance statistics for image generation #4508
Workflow file for this run
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| name: lcm_dreamshaper | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| merge_group: | |
| push: | |
| branches: | |
| - master | |
| - 'releases/**' | |
| permissions: read-all # Required by https://github.com/ossf/scorecard/blob/e23b8ad91fd6a64a0a971ca4fc0a4d1650725615/docs/checks.md#token-permissions | |
| concurrency: | |
| # github.ref is not unique in post-commit | |
| group: ${{ github.event_name == 'push' && github.run_id || github.ref }}-lcm-dreamshaper-cpp | |
| cancel-in-progress: true | |
| env: | |
| PYTHON_VERSION: '3.9' | |
| LINUX_OV_ARCHIVE_URL: https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2025.0.0-17539-6abe2e39391/l_openvino_toolkit_ubuntu22_2025.0.0.dev20241205_x86_64.tgz | |
| WINDOWS_OV_ARCHIVE_URL: https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2025.0.0-17539-6abe2e39391/w_openvino_toolkit_windows_2025.0.0.dev20241205_x86_64.zip | |
| OV_INSTALL_DIR: ${{ github.workspace }}/ov | |
| jobs: | |
| lcm_dreamshaper_v7_cpp-linux: | |
| runs-on: ubuntu-22.04 | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| env: | |
| build_dir: ${{ github.workspace }}//build | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Download OpenVINO archive | |
| run: | | |
| wget ${{ env.LINUX_OV_ARCHIVE_URL}} --progress=bar:force:noscroll -O openvino_package.tar.gz | |
| mkdir ${{ env.OV_INSTALL_DIR }} | |
| tar -xzf openvino_package.tar.gz -C ${{ env.OV_INSTALL_DIR }} --strip-components=1 | |
| - name: Setup Python ${{ env.PYTHON_VERSION }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| cache: 'pip' | |
| - name: Build apps | |
| run: | | |
| source ${{ env.OV_INSTALL_DIR }}/setupvars.sh | |
| cmake -DCMAKE_BUILD_TYPE=Release -S ./ -B ${{ env.build_dir }} | |
| cmake --build ${{ env.build_dir }} --config Release --target text2image image2image inpainting heterogeneous_stable_diffusion lora_text2image py_openvino_genai --parallel | |
| - name: Create virtual environment | |
| run: python3 -m venv openvino_lcm_cpp | |
| - name: Install python dependencies | |
| run: | | |
| source openvino_lcm_cpp/bin/activate | |
| python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly | |
| python -m pip install -r ./samples/requirements.txt | |
| - name: Download models | |
| run: | | |
| source openvino_lcm_cpp/bin/activate | |
| huggingface-cli download OpenVINO/LCM_Dreamshaper_v7-int8-ov --local-dir models/lcm_dreamshaper_v7 | |
| wget -O ./image.png https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png | |
| wget -O ./mask_image.png https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png | |
| - name: Run heterogeneous_stable_diffusion | |
| run: | | |
| source ${{ env.OV_INSTALL_DIR }}/setupvars.sh | |
| ${{ env.build_dir }}/samples/cpp/image_generation/heterogeneous_stable_diffusion ./models/lcm_dreamshaper_v7 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" | |
| - name: Run heterogeneous_stable_diffusion.py | |
| run: | | |
| source openvino_lcm_cpp/bin/activate | |
| source ./ov/setupvars.sh | |
| python ./samples/python/image_generation/heterogeneous_stable_diffusion.py ./models/lcm_dreamshaper_v7 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" | |
| env: | |
| PYTHONPATH: ${{ env.build_dir }} | |
| - name: Run image2image | |
| run: | | |
| source ./ov/setupvars.sh | |
| ${{ env.build_dir }}/samples/cpp/image_generation/image2image ./models/lcm_dreamshaper_v7 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" ./image.png | |
| - name: Run inpainting | |
| run: | | |
| source ./ov/setupvars.sh | |
| ${{ env.build_dir }}/samples/cpp/image_generation/inpainting ./models/lcm_dreamshaper_v7 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" ./image.png ./mask_image.png | |
| lcm_dreamshaper_v7_cpp-windows: | |
| runs-on: windows-2019 | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| build_dir: ${{ github.workspace }}//build | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Download OpenVINO archive | |
| run: | | |
| mkdir ${{ env.OV_INSTALL_DIR }} | |
| pushd ${{ env.OV_INSTALL_DIR }} | |
| Invoke-WebRequest "${{ env.WINDOWS_OV_ARCHIVE_URL}}" -OutFile "openvino_package.zip" | |
| Expand-Archive openvino_package.zip -DestinationPath ./tmp | |
| mv ./tmp/*/* . | |
| popd | |
| - name: Setup Python ${{ env.PYTHON_VERSION }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| cache: 'pip' | |
| - name: Create virtual environment | |
| run: python -m venv openvino_lcm_cpp | |
| - name: Build apps | |
| run: | | |
| . "${{ env.OV_INSTALL_DIR }}/setupvars.ps1" | |
| cmake -DCMAKE_BUILD_TYPE=Release -S ./ -B ${{ env.build_dir }} | |
| cmake --build ${{ env.build_dir }} --config Release --target text2image image2image inpainting heterogeneous_stable_diffusion lora_text2image py_openvino_genai --parallel | |
| - name: Install python dependencies | |
| run: | | |
| . "./openvino_lcm_cpp/Scripts/Activate.ps1" | |
| python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly | |
| python -m pip install -r ./samples/requirements.txt | |
| - name: Download models | |
| run: | | |
| . "./openvino_lcm_cpp/Scripts/Activate.ps1" | |
| huggingface-cli download OpenVINO/LCM_Dreamshaper_v7-int8-ov --local-dir models/lcm_dreamshaper_v7 | |
| Invoke-WebRequest -Uri 'https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png' -OutFile 'image.png' | |
| Invoke-WebRequest -Uri 'https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png' -OutFile 'mask_image.png' | |
| - name: Run heterogeneous_stable_diffusion | |
| run: > | |
| . "${{ env.OV_INSTALL_DIR }}/setupvars.ps1" | |
| & "${{ env.build_dir }}/samples/cpp/image_generation/Release/heterogeneous_stable_diffusion.exe ./models/lcm_dreamshaper_v7 'cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting'" | |
| - name: Run heterogeneous_stable_diffusion.py | |
| run: | | |
| . "./openvino_lcm_cpp/Scripts/Activate.ps1" | |
| . "${{ env.OV_INSTALL_DIR }}/setupvars.ps1" | |
| $env:Path += "${{ env.build_dir }}\openvino_genai" | |
| python .\samples\python\image_generation\heterogeneous_stable_diffusion.py .\models\lcm_dreamshaper_v7 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" | |
| env: | |
| PYTHONPATH: ${{ env.build_dir }} | |
| - name: Run image2image.py | |
| run: | | |
| . "./openvino_lcm_cpp/Scripts/Activate.ps1" | |
| . "${{ env.OV_INSTALL_DIR }}/setupvars.ps1" | |
| $env:Path += "${{ env.build_dir }}\openvino_genai" | |
| python .\samples\python\image_generation\image2image.py .\models\lcm_dreamshaper_v7 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" .\image.png | |
| env: | |
| PYTHONPATH: ${{ env.build_dir }} | |
| - name: Run inpainting.py | |
| run: | | |
| . "./openvino_lcm_cpp/Scripts/Activate.ps1" | |
| . "${{ env.OV_INSTALL_DIR }}/setupvars.ps1" | |
| $env:Path += "${{ env.build_dir }}\openvino_genai" | |
| python .\samples\python\image_generation\inpainting.py .\models\lcm_dreamshaper_v7 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" .\image.png .\mask_image.png | |
| env: | |
| PYTHONPATH: ${{ env.build_dir }} | |
| Overall_Status: | |
| name: ci/gha_overall_status_lcm | |
| needs: [lcm_dreamshaper_v7_cpp-linux, lcm_dreamshaper_v7_cpp-windows] | |
| if: ${{ always() }} | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Check status of all jobs | |
| if: >- | |
| ${{ | |
| contains(needs.*.result, 'failure') || | |
| contains(needs.*.result, 'cancelled') | |
| }} | |
| run: exit 1 |