LoRA in Text2ImagePipeline #1242
Workflow file for this run
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| name: stable_diffusion_1_5_cpp | |
| 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 | |
| env: | |
| PYTHON_VERSION: '3.10' | |
| LINUX_OV_ARCHIVE_URL: https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2024.5.0-16570-19eb02fe60b/l_openvino_toolkit_ubuntu20_2024.5.0.dev20240830_x86_64.tgz | |
| WINDOWS_OV_ARCHIVE_URL: https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2024.5.0-16570-19eb02fe60b/w_openvino_toolkit_windows_2024.5.0.dev20240830_x86_64.zip | |
| OV_INSTALL_DIR: ${{ github.workspace }}/ov | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| stable_diffusion_1_5_cpp-linux: | |
| runs-on: ubuntu-20.04-8-cores | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| 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: Build app | |
| run: | | |
| source ${{ env.OV_INSTALL_DIR }}/setupvars.sh | |
| cmake -DCMAKE_BUILD_TYPE=Release -S ./ -B ./build/ | |
| cmake --build ./build/ --config Release --parallel | |
| - name: Setup Python ${{ env.PYTHON_VERSION }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| cache: 'pip' | |
| - name: Create virtual environment | |
| run: python3 -m venv openvino_sd_cpp | |
| - name: Install python dependencies | |
| run: | | |
| source openvino_sd_cpp/bin/activate | |
| python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly | |
| python -m pip install -r ./samples/requirements.txt --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly | |
| - name: Download and convert models and tokenizer | |
| run: | | |
| source openvino_sd_cpp/bin/activate | |
| optimum-cli export openvino --model dreamlike-art/dreamlike-anime-1.0 --weight-format fp16 --task stable-diffusion models/dreamlike-art-dreamlike-anime-1.0/FP16 | |
| - name: Run main app | |
| run: | | |
| source ${{ env.OV_INSTALL_DIR }}/setupvars.sh | |
| ./build/samples/cpp/text2image/stable_diffusion ./models/dreamlike-art-dreamlike-anime-1.0/FP16 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" | |
| - name: Download LoRA adapter | |
| run: | | |
| wget -O ./build/samples/cpp/text2image/soulcard.safetensors https://civitai.com/api/download/models/72591 | |
| - name: Run LoRA app | |
| run: | | |
| source ${{ env.OV_INSTALL_DIR }}/setupvars.sh | |
| ./build/samples/cpp/text2image/lora_stable_diffusion ./models/dreamlike-art-dreamlike-anime-1.0/FP16 "curly-haired unicorn in the forest, anime, line" soulcard.safetensors 0.7 | |
| stable_diffusion_1_5_cpp-windows: | |
| runs-on: windows-latest | |
| if: ${{ false }} # TODO: fix Windows | |
| defaults: | |
| run: | |
| shell: pwsh | |
| 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: Build app | |
| run: | | |
| . "${{ env.OV_INSTALL_DIR }}/setupvars.ps1" | |
| cmake -DCMAKE_BUILD_TYPE=Release -S ./ -B ./build/ | |
| cmake --build ./build/ --config Release --parallel | |
| - name: Setup Python ${{ env.PYTHON_VERSION }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| cache: 'pip' | |
| - name: Create virtual environment | |
| run: python -m venv openvino_sd_cpp | |
| - name: Install python dependencies | |
| run: | | |
| . "./openvino_sd_cpp/Scripts/Activate.ps1" | |
| python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly | |
| python -m pip install -r ./samples/requirements.txt --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly | |
| - name: Download and convert models and tokenizer | |
| run: | | |
| . "./openvino_sd_cpp/Scripts/Activate.ps1" | |
| optimum-cli export openvino --model dreamlike-art/dreamlike-anime-1.0 --task stable-diffusion --weight-format fp16 models/dreamlike-art-dreamlike-anime-1.0/FP16 | |
| - name: Run app | |
| run: | | |
| . "${{ env.OV_INSTALL_DIR }}/setupvars.ps1" | |
| ./build/samples/cpp/text2image/Release/stable_diffusion.exe ./models/dreamlike-art-dreamlike-anime-1.0/FP16 "cyberpunk cityscape like Tokyo New York with tall buildings at dusk golden hour cinematic lighting" | |
| Overall_Status: | |
| name: ci/gha_overall_status_stable_diffusion | |
| needs: [stable_diffusion_1_5_cpp-linux, stable_diffusion_1_5_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 |