llm_bench-python.yml

# 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
  WWB_PATH: llm_bench/python/who_what_benchmark

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
        python -m pip install -U --pre openvino openvino-tokenizers openvino-genai --extra-index-url
https://storage.openvinotoolkit.org/simple/wheels/nightly
        GIT_CLONE_PROTECTION_ACTIVE=false pip install -r ${{ env.WWB_PATH }}/requirements.txt
        GIT_CLONE_PROTECTION_ACTIVE=false pip install ${{ env.WWB_PATH }}

    - 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 native pytorch model on Linux
      run: |
        export GIT_LFS_SKIP_SMUDGE=0
        git clone --depth 1 https://huggingface.co/katuni4ka/tiny-random-qwen
        python ./llm_bench/python/benchmark.py -m tiny-random-qwen -d cpu -n 1 -f pt
    - name: Test tiny-random-baichuan2 on Linux
      run: |
        python ./llm_bench/python/convert.py --model_id katuni4ka/tiny-random-baichuan2 --output_dir ./ov_models/tiny-random-baichuan2 --precision FP16
        python ./llm_bench/python/benchmark.py -m ./ov_models/tiny-random-baichuan2/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
    - name: WWB Tests
      run: |
        python -m pytest llm_bench/python/who_what_benchmark/tests
  stateful:
    runs-on: ubuntu-20.04
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-python@v4
        with:
          python-version: 3.9
      - 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 -U --pre openvino openvino-tokenizers openvino-genai --extra-index-url
https://storage.openvinotoolkit.org/simple/wheels/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
      - name: WWB Tests
        run: |
          GIT_CLONE_PROTECTION_ACTIVE=false pip install -r llm_bench/python/who_what_benchmark/requirements.txt
          GIT_CLONE_PROTECTION_ACTIVE=false pip install llm_bench/python/who_what_benchmark/
          pip install pytest
          python -m pytest llm_bench/python/who_what_benchmark/tests