add warning when using gradient_checkpointing with FSDP full shard (#… #974
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| name: Slow tests on important models (on Push - A10) | |
| on: | |
| push: | |
| branches: [ main ] | |
| env: | |
| OUTPUT_SLACK_CHANNEL_ID: "C06L2SGMEEA" | |
| HF_HUB_READ_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }} | |
| 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`. | |
| SIGOPT_API_TOKEN: ${{ secrets.SIGOPT_API_TOKEN }} | |
| TF_FORCE_GPU_ALLOW_GROWTH: true | |
| RUN_PT_TF_CROSS_TESTS: 1 | |
| jobs: | |
| get_modified_models: | |
| name: "Get all modified files" | |
| runs-on: ubuntu-latest | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| steps: | |
| - name: Check out code | |
| uses: actions/checkout@v4 | |
| - name: Get changed files | |
| id: changed-files | |
| uses: tj-actions/changed-files@3f54ebb830831fc121d3263c1857cfbdc310cdb9 #v42 | |
| with: | |
| files: src/transformers/models/** | |
| - name: Run step if only the files listed above change | |
| if: steps.changed-files.outputs.any_changed == 'true' | |
| id: set-matrix | |
| env: | |
| ALL_CHANGED_FILES: ${{ steps.changed-files.outputs.all_changed_files }} | |
| run: | | |
| model_arrays=() | |
| for file in $ALL_CHANGED_FILES; do | |
| model_path="${file#*models/}" | |
| model_path="models/${model_path%%/*}" | |
| if grep -qFx "$model_path" utils/important_models.txt; then | |
| # Append the file to the matrix string | |
| model_arrays+=("$model_path") | |
| fi | |
| done | |
| matrix_string=$(printf '"%s", ' "${model_arrays[@]}" | sed 's/, $//') | |
| echo "matrix=[$matrix_string]" >> $GITHUB_OUTPUT | |
| test_modified_files: | |
| needs: get_modified_models | |
| name: Slow & FA2 tests | |
| runs-on: [single-gpu, nvidia-gpu, a10, ci] | |
| container: | |
| image: huggingface/transformers-all-latest-gpu | |
| options: --gpus all --privileged --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/ | |
| if: ${{ needs.get_modified_models.outputs.matrix != '[]' && needs.get_modified_models.outputs.matrix != '' && fromJson(needs.get_modified_models.outputs.matrix)[0] != null }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| model-name: ${{ fromJson(needs.get_modified_models.outputs.matrix) }} | |
| steps: | |
| - name: Check out code | |
| uses: actions/checkout@v4 | |
| - name: Install locally transformers & other libs | |
| run: | | |
| apt install sudo | |
| sudo -H pip install --upgrade pip | |
| sudo -H pip uninstall -y transformers | |
| sudo -H pip install -U -e ".[testing]" | |
| MAX_JOBS=4 pip install flash-attn --no-build-isolation | |
| pip install bitsandbytes | |
| - name: NVIDIA-SMI | |
| run: | | |
| nvidia-smi | |
| - name: Show installed libraries and their versions | |
| run: pip freeze | |
| - name: Run FA2 tests | |
| id: run_fa2_tests | |
| run: | |
| pytest -rsfE -m "flash_attn_test" --make-reports=${{ matrix.model-name }}_fa2_tests/ tests/${{ matrix.model-name }}/test_modeling_* | |
| - name: "Test suite reports artifacts: ${{ matrix.model-name }}_fa2_tests" | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ${{ matrix.model-name }}_fa2_tests | |
| path: /transformers/reports/${{ matrix.model-name }}_fa2_tests | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ env.OUTPUT_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of the FA2 tests - ${{ matrix.model-name }} | |
| status: ${{ steps.run_fa2_tests.conclusion}} | |
| slack_token: ${{ secrets.CI_SLACK_BOT_TOKEN }} | |
| - name: Run integration tests | |
| id: run_integration_tests | |
| if: always() | |
| run: | |
| pytest -rsfE -k "IntegrationTest" --make-reports=tests_integration_${{ matrix.model-name }} tests/${{ matrix.model-name }}/test_modeling_* | |
| - name: "Test suite reports artifacts: tests_integration_${{ matrix.model-name }}" | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: tests_integration_${{ matrix.model-name }} | |
| path: /transformers/reports/tests_integration_${{ matrix.model-name }} | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ env.OUTPUT_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of the Integration tests - ${{ matrix.model-name }} | |
| status: ${{ steps.run_integration_tests.conclusion}} | |
| slack_token: ${{ secrets.CI_SLACK_BOT_TOKEN }} | |
| - name: Tailscale # In order to be able to SSH when a test fails | |
| if: ${{ runner.debug == '1'}} | |
| uses: huggingface/tailscale-action@v1 | |
| with: | |
| authkey: ${{ secrets.TAILSCALE_SSH_AUTHKEY }} | |
| slackChannel: ${{ secrets.SLACK_CIFEEDBACK_CHANNEL }} | |
| slackToken: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| waitForSSH: true | |
| benchmark: | |
| name: Benchmark workflow | |
| needs: get_modified_models | |
| if: ${{ needs.get_modified_models.outputs.matrix != '[]' && needs.get_modified_models.outputs.matrix != '' && fromJson(needs.get_modified_models.outputs.matrix)[0] != null }} | |
| uses: ./.github/workflows/benchmark.yml | |
| secrets: inherit |