mirror of
https://github.com/huggingface/transformers.git
synced 2025-08-03 03:31:05 +06:00
Split daily CI using 2 level matrix (#28773)
* update / add new workflow files * Add comment * Use env.NUM_SLICES * use scripts * use scripts * use scripts * Fix * using one script * Fix * remove unused file * update * fail-fast: false * remove unused file * fix * fix * use matrix * inputs * style * update * fix * fix * no model name * add doc * allow args * style * pass argument --------- Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
This commit is contained in:
Yih-Dar
GitHub
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4735866141
102
.github/workflows/model_jobs.yml
vendored
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102
.github/workflows/model_jobs.yml
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@ -0,0 +1,102 @@
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name: model jobs
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on:
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workflow_call:
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inputs:
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folder_slices:
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required: true
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type: string
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machine_type:
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required: true
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type: string
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slice_id:
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required: true
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type: number
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env:
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HF_HOME: /mnt/cache
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TRANSFORMERS_IS_CI: yes
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OMP_NUM_THREADS: 8
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MKL_NUM_THREADS: 8
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RUN_SLOW: yes
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# For gated repositories, we still need to agree to share information on the Hub repo. page in order to get access.
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# This token is created under the bot `hf-transformers-bot`.
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HF_HUB_READ_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }}
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SIGOPT_API_TOKEN: ${{ secrets.SIGOPT_API_TOKEN }}
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TF_FORCE_GPU_ALLOW_GROWTH: true
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RUN_PT_TF_CROSS_TESTS: 1
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CUDA_VISIBLE_DEVICES: 0,1
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jobs:
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model_job:
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name: " "
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strategy:
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fail-fast: false
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matrix:
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folders: ${{ fromJson(inputs.folder_slices)[inputs.slice_id] }}
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runs-on: ['${{ inputs.machine_type }}', nvidia-gpu, t4, daily-ci]
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container:
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image: huggingface/transformers-all-latest-gpu
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options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
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steps:
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- name: Echo input and matrix info
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shell: bash
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run: |
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echo "${{ inputs.folder_slices }}"
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echo "${{ matrix.folders }}"
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echo "${{ toJson(fromJson(inputs.folder_slices)[inputs.slice_id]) }}"
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- name: Echo folder ${{ matrix.folders }}
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shell: bash
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# For folders like `models/bert`, set an env. var. (`matrix_folders`) to `models_bert`, which will be used to
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# set the artifact folder names (because the character `/` is not allowed).
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run: |
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echo "${{ matrix.folders }}"
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matrix_folders=${{ matrix.folders }}
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matrix_folders=${matrix_folders/'models/'/'models_'}
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echo "$matrix_folders"
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echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV
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- name: Update clone
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working-directory: /transformers
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run: git fetch && git checkout ${{ github.sha }}
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- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
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working-directory: /transformers
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run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
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- name: NVIDIA-SMI
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run: |
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nvidia-smi
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- name: Environment
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working-directory: /transformers
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run: |
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python3 utils/print_env.py
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- name: Show installed libraries and their versions
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working-directory: /transformers
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run: pip freeze
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- name: Run all tests on GPU
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working-directory: /transformers
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run: python3 -m pytest -v --make-reports=${{ inputs.machine_type }}_tests_gpu_${{ matrix.folders }} tests/${{ matrix.folders }}
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- name: Failure short reports
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if: ${{ failure() }}
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continue-on-error: true
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run: cat /transformers/reports/${{ inputs.machine_type }}_tests_gpu_${{ matrix.folders }}/failures_short.txt
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- name: Run test
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shell: bash
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run: |
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mkdir -p /transformers/reports/${{ inputs.machine_type }}_tests_gpu_${{ matrix.folders }}
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echo "hello" > /transformers/reports/${{ inputs.machine_type }}_tests_gpu_${{ matrix.folders }}/hello.txt
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echo "${{ inputs.machine_type }}_tests_gpu_${{ matrix.folders }}"
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- name: "Test suite reports artifacts: ${{ inputs.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports"
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if: ${{ always() }}
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uses: actions/upload-artifact@v3
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with:
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name: ${{ inputs.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports
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path: /transformers/reports/${{ inputs.machine_type }}_tests_gpu_${{ matrix.folders }}
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144
.github/workflows/self-scheduled.yml
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144
.github/workflows/self-scheduled.yml
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@ -27,6 +27,7 @@ env:
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TF_FORCE_GPU_ALLOW_GROWTH: true
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RUN_PT_TF_CROSS_TESTS: 1
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CUDA_VISIBLE_DEVICES: 0,1
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NUM_SLICES: 2
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jobs:
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setup:
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@ -39,7 +40,8 @@ jobs:
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image: huggingface/transformers-all-latest-gpu
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options: --gpus 0 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
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outputs:
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matrix: ${{ steps.set-matrix.outputs.matrix }}
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folder_slices: ${{ steps.set-matrix.outputs.folder_slices }}
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slice_ids: ${{ steps.set-matrix.outputs.slice_ids }}
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steps:
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- name: Update clone
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working-directory: /transformers
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@ -61,133 +63,27 @@ jobs:
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name: Identify models to test
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working-directory: /transformers/tests
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run: |
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echo "matrix=$(python3 -c 'import os; tests = os.getcwd(); model_tests = os.listdir(os.path.join(tests, "models")); d1 = sorted(list(filter(os.path.isdir, os.listdir(tests)))); d2 = sorted(list(filter(os.path.isdir, [f"models/{x}" for x in model_tests]))); d1.remove("models"); d = d2 + d1; print(d)')" >> $GITHUB_OUTPUT
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echo "folder_slices=$(python3 ../utils/split_model_tests.py --num_splits ${{ env.NUM_SLICES }})" >> $GITHUB_OUTPUT
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echo "slice_ids=$(python3 -c 'd = list(range(${{ env.NUM_SLICES }})); print(d)')" >> $GITHUB_OUTPUT
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- name: NVIDIA-SMI
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run: |
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nvidia-smi
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run_tests_single_gpu:
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name: Model tests
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run_tests_gpu:
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name: " "
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needs: setup
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strategy:
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fail-fast: false
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matrix:
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folders: ${{ fromJson(needs.setup.outputs.matrix) }}
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machine_type: [single-gpu]
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runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
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container:
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image: huggingface/transformers-all-latest-gpu
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options: --gpus 0 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
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needs: setup
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steps:
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- name: Echo folder ${{ matrix.folders }}
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shell: bash
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# For folders like `models/bert`, set an env. var. (`matrix_folders`) to `models_bert`, which will be used to
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# set the artifact folder names (because the character `/` is not allowed).
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run: |
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echo "${{ matrix.folders }}"
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matrix_folders=${{ matrix.folders }}
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matrix_folders=${matrix_folders/'models/'/'models_'}
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echo "$matrix_folders"
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echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV
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- name: Update clone
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working-directory: /transformers
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run: git fetch && git checkout ${{ github.sha }}
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- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
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working-directory: /transformers
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run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
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- name: NVIDIA-SMI
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run: |
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nvidia-smi
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- name: Environment
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working-directory: /transformers
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run: |
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python3 utils/print_env.py
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- name: Show installed libraries and their versions
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working-directory: /transformers
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run: pip freeze
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- name: Run all tests on GPU
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working-directory: /transformers
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run: python3 -m pytest -v --make-reports=${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }} tests/${{ matrix.folders }}
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- name: Failure short reports
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if: ${{ failure() }}
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continue-on-error: true
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run: cat /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}/failures_short.txt
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- name: "Test suite reports artifacts: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports"
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if: ${{ always() }}
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uses: actions/upload-artifact@v3
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with:
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name: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports
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path: /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}
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run_tests_multi_gpu:
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name: Model tests
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strategy:
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fail-fast: false
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matrix:
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folders: ${{ fromJson(needs.setup.outputs.matrix) }}
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machine_type: [multi-gpu]
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runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
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container:
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image: huggingface/transformers-all-latest-gpu
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options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
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needs: setup
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steps:
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- name: Echo folder ${{ matrix.folders }}
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shell: bash
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# For folders like `models/bert`, set an env. var. (`matrix_folders`) to `models_bert`, which will be used to
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# set the artifact folder names (because the character `/` is not allowed).
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run: |
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echo "${{ matrix.folders }}"
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matrix_folders=${{ matrix.folders }}
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matrix_folders=${matrix_folders/'models/'/'models_'}
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echo "$matrix_folders"
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echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV
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- name: Update clone
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working-directory: /transformers
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run: git fetch && git checkout ${{ github.sha }}
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- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
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working-directory: /transformers
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run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
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- name: NVIDIA-SMI
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run: |
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nvidia-smi
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- name: Environment
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working-directory: /transformers
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run: |
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python3 utils/print_env.py
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- name: Show installed libraries and their versions
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working-directory: /transformers
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run: pip freeze
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- name: Run all tests on GPU
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working-directory: /transformers
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run: python3 -m pytest -v --make-reports=${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }} tests/${{ matrix.folders }}
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- name: Failure short reports
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if: ${{ failure() }}
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continue-on-error: true
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run: cat /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}/failures_short.txt
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- name: "Test suite reports artifacts: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports"
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if: ${{ always() }}
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uses: actions/upload-artifact@v3
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with:
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name: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports
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path: /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}
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machine_type: [single-gpu, multi-gpu]
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slice_id: ${{ fromJSON(needs.setup.outputs.slice_ids) }}
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uses: ./.github/workflows/model_jobs.yml
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with:
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folder_slices: ${{ needs.setup.outputs.folder_slices }}
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machine_type: ${{ matrix.machine_type }}
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slice_id: ${{ matrix.slice_id }}
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secrets: inherit
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run_examples_gpu:
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name: Examples directory
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@ -407,8 +303,7 @@ jobs:
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if: always()
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needs: [
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setup,
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run_tests_single_gpu,
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run_tests_multi_gpu,
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run_tests_gpu,
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run_examples_gpu,
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run_pipelines_tf_gpu,
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run_pipelines_torch_gpu,
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@ -455,8 +350,7 @@ jobs:
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if: always()
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needs: [
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setup,
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run_tests_single_gpu,
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run_tests_multi_gpu,
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run_tests_gpu,
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run_examples_gpu,
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run_pipelines_tf_gpu,
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run_pipelines_torch_gpu,
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@ -490,7 +384,7 @@ jobs:
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sudo apt-get install -y curl
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pip install slack_sdk
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pip show slack_sdk
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python utils/notification_service.py "${{ needs.setup.outputs.matrix }}"
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python utils/notification_service.py "${{ needs.setup.outputs.folder_slices }}"
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# Upload complete failure tables, as they might be big and only truncated versions could be sent to Slack.
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- name: Failure table artifacts
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@ -931,9 +931,9 @@ if __name__ == "__main__":
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arguments = sys.argv[1:][0]
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try:
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models = ast.literal_eval(arguments)
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folder_slices = ast.literal_eval(arguments)
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# Need to change from elements like `models/bert` to `models_bert` (the ones used as artifact names).
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models = [x.replace("models/", "models_") for x in models]
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models = [x.replace("models/", "models_") for folders in folder_slices for x in folders]
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except SyntaxError:
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Message.error_out(title, ci_title)
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raise ValueError("Errored out.")
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65
utils/split_model_tests.py
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65
utils/split_model_tests.py
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# Copyright 2024 The HuggingFace Team. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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This script is used to get the list of folders under `tests/models` and split the list into `NUM_SLICES` splits.
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The main use case is a GitHub Actions workflow file calling this script to get the (nested) list of folders allowing it
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to split the list of jobs to run into multiple slices each containing a smaller number of jobs. This way, we can bypass
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the maximum of 256 jobs in a matrix.
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See the `setup` and `run_tests_gpu` jobs defined in the workflow file `.github/workflows/self-scheduled.yml` for more
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details.
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Usage:
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This script is required to be run under `tests` folder of `transformers` root directory.
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Assume we are under `transformers` root directory:
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```bash
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cd tests
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python ../utils/split_model_tests.py --num_splits 64
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```
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"""
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import argparse
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import os
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if __name__ == "__main__":
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"--num_splits",
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type=int,
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default=1,
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help="the number of splits into which the (flat) list of folders will be split.",
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)
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args = parser.parse_args()
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tests = os.getcwd()
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model_tests = os.listdir(os.path.join(tests, "models"))
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d1 = sorted(filter(os.path.isdir, os.listdir(tests)))
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d2 = sorted(filter(os.path.isdir, [f"models/{x}" for x in model_tests]))
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d1.remove("models")
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d = d2 + d1
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num_jobs = len(d)
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num_jobs_per_splits = num_jobs // args.num_splits
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model_splits = []
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end = 0
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for idx in range(args.num_splits):
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start = end
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end = start + num_jobs_per_splits + (1 if idx < num_jobs % args.num_splits else 0)
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model_splits.append(d[start:end])
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print(model_splits)
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