Enabled scale estimation in compression. (#575) #1068
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| # This workflow will install Python dependencies, run tests and lint with a single version of Python | |
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | |
| name: llm_bench Python Test | |
| env: | |
| LLM_BENCH_PYPATH: llm_bench/python | |
| on: | |
| push: | |
| branches: [ "master" ] | |
| paths: | |
| - llm_bench/python/** | |
| pull_request: | |
| paths: | |
| - llm_bench/python/** | |
| - .github/workflows/llm_bench-python.yml | |
| permissions: read-all # Required by https://github.com/ossf/scorecard/blob/e23b8ad91fd6a64a0a971ca4fc0a4d1650725615/docs/checks.md#token-permissions | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: ["3.9"] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install flake8 pytest black | |
| GIT_CLONE_PROTECTION_ACTIVE=false pip install -r ${{ env.LLM_BENCH_PYPATH }}/requirements.txt | |
| pip install openvino-nightly | |
| - name: Lint with flake8 | |
| run: | | |
| # stop the build if there are Python syntax errors or undefined names | |
| python -m flake8 ${{ env.LLM_BENCH_PYPATH }} --config=${{ env.LLM_BENCH_PYPATH }}/setup.cfg | |
| - name: Create code style diff for samples | |
| if: failure() | |
| run: | | |
| python -m black -l 160 -S ${{ env.LLM_BENCH_PYPATH }}/ | |
| git diff > llm.bench_diff.diff | |
| - uses: actions/upload-artifact@v3 | |
| if: failure() | |
| with: | |
| name: llm.bench_diff | |
| path: llm.bench_diff.diff | |
| - name: Test bloomz-560m on Linux | |
| run: | | |
| python ./llm_bench/python/convert.py --model_id bigscience/bloomz-560m --output_dir ./ov_models/bloomz-560m --precision FP16 | |
| python ./llm_bench/python/benchmark.py -m ./ov_models/bloomz-560m/pytorch/dldt/FP16/ -d cpu -n 1 | |
| - name: Test tiny-stable-diffusion on Linux | |
| run: | | |
| python ./llm_bench/python/convert.py --model_id segmind/tiny-sd --output_dir ./ov_models/tiny-sd --precision FP16 | |
| python ./llm_bench/python/benchmark.py -m ./ov_models/tiny-sd/pytorch/dldt/FP16/ -pf ./llm_bench/python/prompts/stable-diffusion.jsonl -d cpu -n 1 | |
| stateful: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| - name: Test stateful | |
| run: | | |
| GIT_CLONE_PROTECTION_ACTIVE=false python -m pip install -r llm_bench/python/requirements.txt | |
| python -m pip uninstall --yes openvino | |
| python -m pip install openvino-nightly | |
| python llm_bench/python/convert.py --model_id TinyLlama/TinyLlama-1.1B-Chat-v1.0 --output_dir . --stateful | |
| grep beam_idx pytorch/dldt/FP32/openvino_model.xml |