nv-a6000 #351
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| name: nv-a6000 | |
| on: | |
| pull_request: | |
| paths: | |
| - 'accelerator/cuda_accelerator.py' | |
| - 'deepspeed/inference/v2/**' | |
| - 'tests/unit/inference/v2/**' | |
| - '.github/workflows/nv-a6000.yml' | |
| workflow_dispatch: | |
| inputs: | |
| mii_branch: | |
| description: 'DeepSpeed-MII Branch' | |
| required: false | |
| default: 'main' | |
| type: string | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| unit-tests: | |
| runs-on: [self-hosted, nvidia, a6000] | |
| container: | |
| image: nvcr.io/nvidia/pytorch:23.03-py3 | |
| ports: | |
| - 80 | |
| options: --gpus all --shm-size "8G" | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Check container state | |
| run: | | |
| ldd --version | |
| nvcc --version | |
| nvidia-smi | |
| python -c "import torch; print('torch:', torch.__version__, torch)" | |
| python -c "import torch; print('CUDA available:', torch.cuda.is_available())" | |
| - name: Install transformers | |
| run: | | |
| git clone --depth=1 https://github.com/huggingface/transformers | |
| cd transformers | |
| git rev-parse --short HEAD | |
| python -m pip install . | |
| - name: Install deepspeed | |
| run: | | |
| python -m pip install docutils==0.18.1 jinja2==3.0 urllib3==1.26.11 ninja | |
| python -m pip install thinc spacy confection --upgrade | |
| python -m pip install .[dev,1bit,autotuning,inf] | |
| ds_report | |
| - name: Python environment | |
| run: | | |
| python -m pip list | |
| - name: Unit tests | |
| run: | | |
| unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
| cd tests | |
| python -m pytest --color=yes --durations=0 --verbose -rF -m 'inference_v2' unit/ --torch_ver="2.0" --cuda_ver="12" | |
| python -m pytest --color=yes --durations=0 --verbose -rF -m 'inference_v2_ops' unit/ --torch_ver="2.0" --cuda_ver="12" | |
| - name: MII unit tests | |
| run: | | |
| BRANCH="main" | |
| if [[ ! -z "${{ github.event.inputs.mii_branch }}" ]]; then | |
| BRANCH="${{ github.event.inputs.mii_branch }}" | |
| fi | |
| echo "Cloning DeepSpeed-MII branch: $BRANCH" | |
| git clone -b $BRANCH --depth=1 https://github.com/microsoft/DeepSpeed-MII.git | |
| cd DeepSpeed-MII | |
| pip install .[dev] | |
| cd tests | |
| python -m pytest --color=yes --durations=0 --verbose -rF ./ |