test_rocm_pytorch.yaml

name: ROCm Pytorch Tests

on:
  workflow_dispatch:
  push:
    branches: [main]
  pull_request:
    types: [opened, reopened, synchronize]

concurrency:
  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
  cancel-in-progress: true

jobs:
  build_image_and_run_gpu_tests:
    strategy:
      fail-fast: false
      matrix:
        image:
          [
            { torch_rocm: rocm5.6, torch_pre_release: 0, rocm_version: 5.6.1 },
            { torch_rocm: rocm5.7, torch_pre_release: 1, rocm_version: 5.7 },
          ]

    runs-on: hf-amd-mi210-dev
    steps:
      - name: Checkout code
        uses: actions/checkout@v3

      - name: Build image
        run: docker build
          --file docker/rocm.dockerfile
          --build-arg USER_ID=$(id -u)
          --build-arg GROUP_ID=$(id -g)
          --build-arg TORCH_ROCM=${{ matrix.image.torch_rocm }}
          --build-arg TORCH_PRE_RELEASE=${{ matrix.image.torch_pre_release }}
          --build-arg ROCM_VERSION=${{ matrix.image.rocm_version }}
          --tag opt-bench-rocm:${{ matrix.image.rocm_version }}
          .

      - name: Run tests
        run: docker run
          --rm
          --net host
          --pid host
          --shm-size 64G
          --env USE_ROCM="1"
          --volume $HOME/.cache/huggingface:/home/user/.cache/huggingface
          --volume $(pwd):/workspace/optimum-benchmark
          --workdir /workspace/optimum-benchmark
          --device /dev/kfd
          --device /dev/dri/renderD128
          --device /dev/dri/renderD129
          --entrypoint /bin/bash
          opt-bench-rocm:${{ matrix.image.rocm_version }}
          -c "pip install -e .[test,peft,diffusers] && pytest -k 'cuda and pytorch' -x"