Linux CPU x64 Nightly Benchmark #44
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| name: "Linux CPU x64 Nightly Benchmark" | |
| # Run at 5:00 AM UTC every day | |
| # 9:00 PM PST | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 5 * * *" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| env: | |
| ort_dir: "onnxruntime-linux-x64-1.18.0" | |
| ort_zip: "onnxruntime-linux-x64-1.18.0.tgz" | |
| ort_url: "https://github.com/microsoft/onnxruntime/releases/download/v1.18.0/onnxruntime-linux-x64-gpu-1.18.0.tgz" | |
| jobs: | |
| job: | |
| runs-on: [ "self-hosted", "1ES.Pool=onnxruntime-genai-Ubuntu2004-T4" ] | |
| steps: | |
| - name: Checkout OnnxRuntime GenAI repo | |
| uses: actions/checkout@v2 | |
| - 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 ${{ env.ort_dir }} ort | |
| - name: Git Submodule Update | |
| run: | | |
| git submodule update --init --recursive | |
| - name: Build with CMake and clang | |
| run: | | |
| set -e -x | |
| rm -rf build | |
| cmake --preset linux_gcc_cuda_release | |
| cmake --build --preset linux_gcc_cuda_release | |
| - name: Install the python wheel and test dependencies | |
| run: | | |
| python3 -m pip install build/cuda/wheel/onnxruntime_genai*.whl | |
| python3 -m pip install -r test/python/requirements-cuda.txt --user | |
| - name: Get HuggingFace Token | |
| run: | | |
| az login --identity --username 63b63039-6328-442f-954b-5a64d124e5b4 | |
| HF_TOKEN=$(az keyvault secret show --vault-name anubissvcsecret --name ANUBIS-HUGGINGFACE-TOKEN --query value) | |
| echo "::add-mask::$HF_TOKEN" | |
| echo "HF_TOKEN=$HF_TOKEN" >> $GITHUB_ENV | |
| - name: Build phi-2 int-4 model for cpu and gpu | |
| run: | | |
| python3 -m onnxruntime_genai.models.builder -m microsoft/phi-2 -o genai_models/phi2-int4-cpu -p int4 -e cpu -c hf_cache | |
| python3 -m onnxruntime_genai.models.builder -m microsoft/phi-2 -o genai_models/phi2-int4-cuda -p int4 -e cuda -c hf_cache | |
| - name: Run the python benchmark for cpu and gpu | |
| run: | | |
| python3 benchmark/python/benchmark_e2e.py --input_folder genai_models/phi2-int4-cpu --output benchmark/python/phi-2-cpu.csv -b 1,2 -l 16,64,256 -g 128,256 -r 100 -w 5 -k 1 | |
| python3 benchmark/python/benchmark_e2e.py --input_folder genai_models/phi2-int4-cuda --output benchmark/python/phi-2-cuda.csv -b 1,16 -l 64,256,1024 -g 128,512 -r 100 -w 5 -k 1 |