Speculative decoding: Test the target distribution (to prevent issues like #32867) #9065
Workflow file for this run
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| name: PR slow CI | |
| on: | |
| pull_request: | |
| paths: | |
| - "src/transformers/models/*/modeling_*.py" | |
| - "tests/**/test_*.py" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| env: | |
| HF_HOME: /mnt/cache | |
| TRANSFORMERS_IS_CI: yes | |
| OMP_NUM_THREADS: 8 | |
| MKL_NUM_THREADS: 8 | |
| RUN_SLOW: yes | |
| # For gated repositories, we still need to agree to share information on the Hub repo. page in order to get access. | |
| # This token is created under the bot `hf-transformers-bot`. | |
| HF_HUB_READ_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }} | |
| SIGOPT_API_TOKEN: ${{ secrets.SIGOPT_API_TOKEN }} | |
| TF_FORCE_GPU_ALLOW_GROWTH: true | |
| RUN_PT_TF_CROSS_TESTS: 1 | |
| CUDA_VISIBLE_DEVICES: 0,1 | |
| jobs: | |
| find_models_to_run: | |
| runs-on: ubuntu-22.04 | |
| name: Find models to run slow tests | |
| # Triggered only if the required label `run-slow` is added | |
| if: ${{ contains(github.event.pull_request.labels.*.name, 'run-slow') }} | |
| outputs: | |
| models: ${{ steps.models_to_run.outputs.models }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: "0" | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - name: Get commit message | |
| run: | | |
| echo "commit_message=$(git show -s --format=%s)" >> $GITHUB_ENV | |
| - name: Get models to run slow tests | |
| run: | | |
| echo "${{ env.commit_message }}" | |
| python -m pip install GitPython | |
| python utils/pr_slow_ci_models.py --commit_message "${{ env.commit_message }}" | tee output.txt | |
| echo "models=$(tail -n 1 output.txt)" >> $GITHUB_ENV | |
| - name: Models to run slow tests | |
| id: models_to_run | |
| run: | | |
| echo "${{ env.models }}" | |
| echo "models=${{ env.models }}" >> $GITHUB_OUTPUT | |
| run_models_gpu: | |
| name: Run all tests for the model | |
| # Triggered only `find_models_to_run` is triggered (label `run-slow` is added) which gives the models to run | |
| # (either a new model PR or via a commit message) | |
| if: ${{ needs.find_models_to_run.outputs.models != '[]' }} | |
| needs: find_models_to_run | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| folders: ${{ fromJson(needs.find_models_to_run.outputs.models) }} | |
| machine_type: [aws-g4dn-2xlarge-cache, aws-g4dn-12xlarge-cache] | |
| runs-on: | |
| group: '${{ matrix.machine_type }}' | |
| container: | |
| image: huggingface/transformers-all-latest-gpu | |
| options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/ | |
| steps: | |
| - name: Echo input and matrix info | |
| shell: bash | |
| run: | | |
| echo "${{ matrix.folders }}" | |
| - name: Echo folder ${{ matrix.folders }} | |
| shell: bash | |
| # For folders like `models/bert`, set an env. var. (`matrix_folders`) to `models_bert`, which will be used to | |
| # set the artifact folder names (because the character `/` is not allowed). | |
| run: | | |
| echo "${{ matrix.folders }}" | |
| matrix_folders=${{ matrix.folders }} | |
| matrix_folders=${matrix_folders/'models/'/'models_'} | |
| echo "$matrix_folders" | |
| echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV | |
| - name: Update clone | |
| working-directory: /transformers | |
| run: git fetch && git fetch origin pull/${{ github.event.pull_request.number }}/head:pull/${{ github.event.pull_request.number }}/merge && git checkout pull/${{ github.event.pull_request.number }}/merge | |
| - name: Reinstall transformers in edit mode (remove the one installed during docker image build) | |
| working-directory: /transformers | |
| run: python3 -m pip uninstall -y transformers && python3 -m pip install -e . && python3 -m pip install --upgrade torch torchaudio torchvision | |
| - name: NVIDIA-SMI | |
| run: | | |
| nvidia-smi | |
| - name: Set `machine_type` for report and artifact names | |
| working-directory: /transformers | |
| shell: bash | |
| run: | | |
| echo "${{ matrix.machine_type }}" | |
| if [ "${{ matrix.machine_type }}" = "aws-g4dn-2xlarge-cache" ]; then | |
| machine_type=single-gpu | |
| elif [ "${{ matrix.machine_type }}" = "aws-g4dn-12xlarge-cache" ]; then | |
| machine_type=multi-gpu | |
| else | |
| machine_type=${{ matrix.machine_type }} | |
| fi | |
| echo "$machine_type" | |
| echo "machine_type=$machine_type" >> $GITHUB_ENV | |
| - name: Environment | |
| working-directory: /transformers | |
| run: | | |
| python3 utils/print_env.py | |
| - name: Show installed libraries and their versions | |
| working-directory: /transformers | |
| run: pip freeze | |
| - name: Run all tests on GPU | |
| working-directory: /transformers | |
| run: | | |
| export CUDA_VISIBLE_DEVICES="$(python3 utils/set_cuda_devices_for_ci.py --test_folder ${{ matrix.folders }})" | |
| echo $CUDA_VISIBLE_DEVICES | |
| python3 -m pytest -v -rsfE --make-reports=${{ env.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports tests/${{ matrix.folders }} | |
| - name: Failure short reports | |
| if: ${{ failure() }} | |
| continue-on-error: true | |
| run: cat /transformers/reports/${{ env.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports/failures_short.txt | |
| - name: Make sure report directory exists | |
| shell: bash | |
| run: | | |
| mkdir -p /transformers/reports/${{ env.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports | |
| echo "hello" > /transformers/reports/${{ env.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports/hello.txt | |
| echo "${{ env.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports" | |
| - name: "Test suite reports artifacts: ${{ env.machine_type }}_run_models_gpu_${{ env.matrix_folders }}_test_reports" | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ${{ env.machine_type }}_run_models_gpu_${{ env.matrix_folders }}_test_reports | |
| path: /transformers/reports/${{ env.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports |