huawei-ascend-npu #78
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| name: huawei-ascend-npu | |
| defaults: | |
| run: | |
| shell: bash -ieo pipefail {0} | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| paths: | |
| - '.github/workflows/deepspeed.yaml' | |
| - '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 | |
| volumes: | |
| - /usr/local/dcmi:/usr/local/dcmi | |
| - /usr/local/bin/npu-smi:/usr/local/bin/npu-smi | |
| - /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ | |
| - /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info | |
| - /etc/ascend_install.info:/etc/ascend_install.info | |
| options: --network host | |
| --name deepspeed_unit-tests | |
| --device /dev/davinci4 | |
| --device /dev/davinci_manager | |
| --device /dev/devmm_svm | |
| --device /dev/hisi_hdc | |
| --shm-size "20g" | |
| --entrypoint /bin/bash | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install pytorch | |
| run: | | |
| npu-smi info | |
| apt-get update | |
| apt-get install sudo | |
| pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple | |
| source /root/.bashrc | |
| pip install torch==2.2.0 torchvision==0.17.0 torch_npu==2.2.0 torchaudio==2.2.0 numpy==1.26.4 cloudpickle tornado ml-dtypes | |
| python << EOF | |
| if __name__ == '__main__': | |
| import torch | |
| import torch_npu | |
| torch_npu.npu.set_device("npu:0") | |
| print(f"Device Name: {torch.npu.get_device_name(0)}") | |
| print(f"Device Count: {torch.npu.device_count()}") | |
| print(f"Device Available: {torch.npu.is_available()}") | |
| EOF | |
| - name: Install transformers | |
| uses: nick-fields/retry@v3 | |
| with: | |
| timeout_minutes: 30 | |
| max_attempts: 3 | |
| retry_on: error | |
| command: | | |
| source /root/.bashrc | |
| echo "y" | apt-get install git | |
| git clone https://github.com/huggingface/transformers | |
| cd transformers | |
| git rev-parse --short HEAD | |
| pip install . | |
| - name: Install deepspeed | |
| uses: nick-fields/retry@v3 | |
| with: | |
| timeout_minutes: 30 | |
| max_attempts: 3 | |
| retry_on: error | |
| command: | | |
| source /root/.bashrc | |
| git clone --depth=1 https://github.com/microsoft/DeepSpeed.git | |
| pip install -r requirements/requirements_deepspeed.txt | |
| cd DeepSpeed | |
| pip install .[1bit,autotuning,inf] | |
| ds_report | |
| - name: Python environment | |
| run: | | |
| source /root/.bashrc | |
| pip list | |
| - name: Unit tests | |
| run: | | |
| source /root/.bashrc | |
| unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
| cd DeepSpeed/tests/unit/ | |
| pytest --verbose accelerator/* | |
| pytest --verbose autotuning/* | |
| pytest --verbose checkpoint/test_reshape_checkpoint.py | |
| pytest --verbose checkpoint/test_moe_checkpoint.py | |
| pytest --verbose checkpoint/test_shared_weights.py | |
| pytest --verbose launcher/test_ds_arguments.py launcher/test_run.py | |
| pytest --verbose model_parallelism/* | |
| pytest --verbose moe/test_moe_tp.py | |
| pytest --verbose monitor/* | |
| pytest --verbose utils/* | |
| pytest --verbose runtime/test_ds_config_model.py | |
| pytest --verbose runtime/pipe/test_pipe_schedule.py | |
| pytest --verbose runtime/zero/test_zero_config.py | |
| pytest --verbose runtime/zero/test_zero_tiled.py | |
| pytest --verbose runtime/zero/test_zeropp.py | |
| pytest --verbose runtime/test_autocast.py | |
| pytest --verbose runtime/test_data.py | |
| pytest --verbose runtime/test_runtime_utils.py | |
| pytest --verbose runtime/activation_checkpointing/* | |
| pytest --verbose runtime/utils/* | |
| pytest --verbose runtime/zero/test_zero_dynamic_class.py | |