test_models.yml

name: Test Turbine Models

on:
  workflow_dispatch:
  pull_request:
  push:
    branches:
      - main

concurrency:
  # A PR number if a pull request and otherwise the commit hash. This cancels
  # queued and in-progress runs for the same PR (presubmit) or commit
  # (postsubmit). The workflow name is prepended to avoid conflicts between
  # different workflows.
  group: ${{ github.workflow }}-${{ github.event.number || github.sha }}
  cancel-in-progress: true

jobs:
  test-turbine-models:
    strategy:
      matrix:
        version: [3.11]
        os: [nodai-amdgpu-mi250-x86-64]

    runs-on: ${{matrix.os}}
    steps:
      # We are using a persistent Gentoo runner here, and this python action is not supported for the arch
      # - name: "Setting up Python"
      #   uses: actions/setup-python@75f3110429a8c05be0e1bf360334e4cced2b63fa # v2.3.3
      #   with:
      #     python-version: ${{matrix.version}}

      - name: "Checkout This Repo"
        uses: actions/checkout@v4
        
      - name: "Checkout iree-turbine"
        uses: actions/checkout@v4
        with:
          repository: iree-org/iree-turbine
          # TODO: Let the ref be passed as a parameter to run integration tests.
          path: iree-turbine

      - name: Sync source deps
        # build IREE from source with -DIREE_BUILD_TRACY=ON if getting tracy profile
        run: |
          python3.11 -m venv turbine_venv
          source turbine_venv/bin/activate
          python3.11 -m pip install --upgrade pip
          # Note: We install in three steps in order to satisfy requirements
          # from non default locations first. Installing the PyTorch CPU
          # wheels saves multiple minutes and a lot of bandwidth on runner setup.
          pip install --no-compile -r ${{ github.workspace }}/iree-turbine/pytorch-cpu-requirements.txt
          pip install --pre --upgrade -r ${{ github.workspace }}/iree-turbine/requirements.txt
          pip install --no-compile --pre -e ${{ github.workspace }}/iree-turbine[testing]
          pip install --upgrade --pre --no-cache-dir iree-compiler iree-runtime -f https://iree.dev/pip-release-links.html
          pip install --no-compile --pre --upgrade -e models -r models/requirements.txt
      
      - name: Show current free memory
        run: |
          free -mh

      - name: Run stateless_llama tests
        run: |
          source turbine_venv/bin/activate
          pytest -v models/turbine_models/tests/stateless_llama_test.py

      - name: Run sd tests
        run: |
          source turbine_venv/bin/activate

          pytest -v models/turbine_models/tests/sd_test.py
          pytest -v models/turbine_models/tests/sdxl_test.py --device cpu --rt_device local-task --iree_target_triple x86_64-linux-gnu --num_inference_steps 5
          pytest -v models/turbine_models/tests/sdxl_test.py --device rocm --rt_device hip --iree_target_triple gfx90a --precision fp16 --attn_spec default
          pytest -v models/turbine_models/tests/sdxl_test.py --device rocm --rt_device hip --iree_target_triple gfx90a --precision fp16 --attn_spec default --batch_size 2
          pytest -v models/turbine_models/tests/sd3_test.py --device cpu --rt_device local-task --iree_target_triple x86_64-linux-gnu --num_inference_steps 5