Update ort CIs (slow, gpu, train) #11
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| name: ONNX Runtime Training / Python - Test | |
| on: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| branches: | |
| - main | |
| types: | |
| - opened | |
| - reopened | |
| - labeled | |
| - unlabeled | |
| - synchronize | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| do-the-job: | |
| if: ${{ | |
| (github.event_name == 'push') || | |
| (github.event_name == 'workflow_dispatch') || | |
| contains( github.event.pull_request.labels.*.name, 'training') || | |
| contains( github.event.pull_request.labels.*.name, 'onnxruntime-training') | |
| }} | |
| runs-on: | |
| group: aws-g6-4xlarge-plus | |
| container: | |
| image: nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 | |
| options: --gpus all | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: 3.8 | |
| - name: Install dependencies | |
| env: | |
| TORCH_CUDA_ARCH_LIST: "5.0 6.0 7.0 7.5 8.0 8.6 9.0+PTX" | |
| run: | | |
| pip install --upgrade pip | |
| pip install --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118 | |
| pip install --no-cache-dir torch-ort onnxruntime-training && python -m torch_ort.configure | |
| pip install --no-cache-dir evaluate absl-py rouge_score seqeval sacrebleu nltk scikit-learn | |
| pip install .[tests,onnxruntime-gpu] | |
| - name: Replace opencv-python with opencv-python-headless | |
| run: | | |
| pip uninstall -y opencv-python && pip install opencv-python-headless | |
| - name: Test with pytest | |
| run: | | |
| RUN_SLOW=1 pytest tests/onnxruntime/training/nightly_test_trainer.py --durations=0 -s -vvvv | |
| RUN_SLOW=1 pytest tests/onnxruntime/training/nightly_test_examples.py --durations=0 -s -vvvv |