huawei-ascend-npu #26
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| name: huawei-ascend-npu | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| paths: | |
| - '.github/workflows/huawei-ascend-npu.yml' | |
| - 'requirements/**' | |
| schedule: | |
| - cron: "0 0 * * *" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| permissions: | |
| contents: read | |
| issues: write | |
| jobs: | |
| unit-tests: | |
| runs-on: [self-hosted, ascend, npu] | |
| container: | |
| image: ascendai/cann | |
| ports: | |
| - 80 | |
| options: --device /dev/davinci4 | |
| --device /dev/davinci_manager | |
| --device /dev/devmm_svm | |
| --device /dev/hisi_hdc | |
| --shm-size "20g" | |
| -v /usr/local/dcmi:/usr/local/dcmi | |
| -v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi | |
| -v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ | |
| -v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info | |
| -v /etc/ascend_install.info:/etc/ascend_install.info | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install pytorch | |
| run: | | |
| npu-smi info | |
| apt-get update | |
| echo "export LD_LIBRARY_PATH=/usr/local/Ascend/driver/lib64/common:/usr/local/Ascend/driver/lib64/driver:${LD_LIBRARY_PATH}" >>~/.bashrc | |
| echo "source /usr/local/Ascend/ascend-toolkit/set_env.sh" >>~/.bashrc | |
| cat ~/.bashrc | |
| pip install torch==2.2.0 torchvision==0.17.0 torch_npu==2.2.0 numpy==1.26.4 cloudpickle tornado -i https://pypi.tuna.tsinghua.edu.cn/simple | |
| python -c "import torch; print('torch:', torch.__version__)" | |
| python -c "import torch,torch_npu; print('torch_npu:', torch.npu.is_available(),',version:', torch_npu.__version__)" | |
| - name: Install deepspeed | |
| run: | | |
| pip install . -i https://pypi.tuna.tsinghua.edu.cn/simple | |
| ds_report | |
| - name: Python environment | |
| run: | | |
| pip list | |
| - name: Multi-card parallel training | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.DEEPSPEED_TOKEN }} | |
| run: | | |
| echo "y" | apt-get install git | |
| git clone https://github.com/microsoft/DeepSpeedExamples.git | |
| cd DeepSpeedExamples | |
| deepspeed ./training/cifar/cifar10_deepspeed.py | |