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main
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Author | SHA1 | Date |
---|---|---|
ydshieh | 7c1dd04782 | |
ydshieh | 61531e1f9d | |
ydshieh | 249070f007 | |
ydshieh | e3cf8b8ad0 | |
ydshieh | b00cb11c36 |
|
@ -7,12 +7,9 @@ name: Self-hosted runner (scheduled)
|
|||
# `docker/transformers-pytorch-deepspeed-latest-gpu/Dockerfile`
|
||||
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||||
on:
|
||||
repository_dispatch:
|
||||
schedule:
|
||||
- cron: "17 2 * * *"
|
||||
push:
|
||||
branches:
|
||||
- run_scheduled_ci*
|
||||
- check_past_runner
|
||||
|
||||
env:
|
||||
HF_HOME: /mnt/cache
|
||||
|
@ -34,9 +31,10 @@ jobs:
|
|||
strategy:
|
||||
matrix:
|
||||
machine_type: [single-gpu, multi-gpu]
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||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
|
||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, past-ci]
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||||
container:
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||||
image: huggingface/transformers-all-latest-gpu
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||||
# image: huggingface/transformers-all-latest-gpu
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||||
image: huggingface/transformers-all-latest-torch-nightly-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: ${{ steps.set-matrix.outputs.matrix }}
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||||
|
@ -57,445 +55,6 @@ jobs:
|
|||
working-directory: /transformers
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||||
run: pip freeze
|
||||
|
||||
- id: set-matrix
|
||||
name: Identify models to test
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||||
working-directory: /transformers/tests
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||||
run: |
|
||||
echo "matrix=$(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
|
||||
|
||||
- name: NVIDIA-SMI
|
||||
run: |
|
||||
nvidia-smi
|
||||
|
||||
run_tests_single_gpu:
|
||||
name: Model tests
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||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
folders: ${{ fromJson(needs.setup.outputs.matrix) }}
|
||||
machine_type: [single-gpu]
|
||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
|
||||
container:
|
||||
image: huggingface/transformers-all-latest-gpu
|
||||
options: --gpus 0 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
|
||||
needs: setup
|
||||
steps:
|
||||
- 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 }}"
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||||
matrix_folders=${{ matrix.folders }}
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||||
matrix_folders=${matrix_folders/'models/'/'models_'}
|
||||
echo "$matrix_folders"
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||||
echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV
|
||||
|
||||
- name: Update clone
|
||||
working-directory: /transformers
|
||||
run: git fetch && git checkout ${{ github.sha }}
|
||||
|
||||
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
|
||||
working-directory: /transformers
|
||||
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
|
||||
|
||||
- name: NVIDIA-SMI
|
||||
run: |
|
||||
nvidia-smi
|
||||
|
||||
- name: Environment
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
python3 utils/print_env.py
|
||||
|
||||
- name: Show installed libraries and their versions
|
||||
working-directory: /transformers
|
||||
run: pip freeze
|
||||
|
||||
- name: Run all tests on GPU
|
||||
working-directory: /transformers
|
||||
run: python3 -m pytest -v --make-reports=${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }} tests/${{ matrix.folders }}
|
||||
|
||||
- name: Failure short reports
|
||||
if: ${{ failure() }}
|
||||
continue-on-error: true
|
||||
run: cat /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}/failures_short.txt
|
||||
|
||||
- name: Test suite reports artifacts
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
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 }}
|
||||
|
||||
run_tests_multi_gpu:
|
||||
name: Model tests
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
folders: ${{ fromJson(needs.setup.outputs.matrix) }}
|
||||
machine_type: [multi-gpu]
|
||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
|
||||
container:
|
||||
image: huggingface/transformers-all-latest-gpu
|
||||
options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
|
||||
needs: setup
|
||||
steps:
|
||||
- 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 checkout ${{ github.sha }}
|
||||
|
||||
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
|
||||
working-directory: /transformers
|
||||
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
|
||||
|
||||
- name: NVIDIA-SMI
|
||||
run: |
|
||||
nvidia-smi
|
||||
|
||||
- name: Environment
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
python3 utils/print_env.py
|
||||
|
||||
- name: Show installed libraries and their versions
|
||||
working-directory: /transformers
|
||||
run: pip freeze
|
||||
|
||||
- name: Run all tests on GPU
|
||||
working-directory: /transformers
|
||||
run: python3 -m pytest -v --make-reports=${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }} tests/${{ matrix.folders }}
|
||||
|
||||
- name: Failure short reports
|
||||
if: ${{ failure() }}
|
||||
continue-on-error: true
|
||||
run: cat /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}/failures_short.txt
|
||||
|
||||
- name: Test suite reports artifacts
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports
|
||||
path: /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}
|
||||
|
||||
run_examples_gpu:
|
||||
name: Examples directory
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
machine_type: [single-gpu]
|
||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
|
||||
container:
|
||||
image: huggingface/transformers-all-latest-gpu
|
||||
options: --gpus 0 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
|
||||
needs: setup
|
||||
steps:
|
||||
- name: Update clone
|
||||
working-directory: /transformers
|
||||
run: git fetch && git checkout ${{ github.sha }}
|
||||
|
||||
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
|
||||
working-directory: /transformers
|
||||
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
|
||||
|
||||
- name: NVIDIA-SMI
|
||||
run: |
|
||||
nvidia-smi
|
||||
|
||||
- name: Environment
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
python3 utils/print_env.py
|
||||
|
||||
- name: Show installed libraries and their versions
|
||||
working-directory: /transformers
|
||||
run: pip freeze
|
||||
|
||||
- name: Run examples tests on GPU
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
pip install -r examples/pytorch/_tests_requirements.txt
|
||||
python3 -m pytest -v --make-reports=${{ matrix.machine_type }}_examples_gpu examples/pytorch
|
||||
|
||||
- name: Failure short reports
|
||||
if: ${{ failure() }}
|
||||
continue-on-error: true
|
||||
run: cat /transformers/reports/${{ matrix.machine_type }}_examples_gpu/failures_short.txt
|
||||
|
||||
- name: Test suite reports artifacts
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: ${{ matrix.machine_type }}_run_examples_gpu
|
||||
path: /transformers/reports/${{ matrix.machine_type }}_examples_gpu
|
||||
|
||||
run_pipelines_torch_gpu:
|
||||
name: PyTorch pipelines
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
machine_type: [single-gpu, multi-gpu]
|
||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
|
||||
container:
|
||||
image: huggingface/transformers-pytorch-gpu
|
||||
options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
|
||||
needs: setup
|
||||
steps:
|
||||
- name: Update clone
|
||||
working-directory: /transformers
|
||||
run: git fetch && git checkout ${{ github.sha }}
|
||||
|
||||
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
|
||||
working-directory: /transformers
|
||||
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
|
||||
|
||||
- name: NVIDIA-SMI
|
||||
run: |
|
||||
nvidia-smi
|
||||
|
||||
- name: Environment
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
python3 utils/print_env.py
|
||||
|
||||
- name: Show installed libraries and their versions
|
||||
working-directory: /transformers
|
||||
run: pip freeze
|
||||
|
||||
- name: Run all pipeline tests on GPU
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
python3 -m pytest -n 1 -v --dist=loadfile --make-reports=${{ matrix.machine_type }}_tests_torch_pipeline_gpu tests/pipelines
|
||||
|
||||
- name: Failure short reports
|
||||
if: ${{ failure() }}
|
||||
continue-on-error: true
|
||||
run: cat /transformers/reports/${{ matrix.machine_type }}_tests_torch_pipeline_gpu/failures_short.txt
|
||||
|
||||
- name: Test suite reports artifacts
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: ${{ matrix.machine_type }}_run_tests_torch_pipeline_gpu
|
||||
path: /transformers/reports/${{ matrix.machine_type }}_tests_torch_pipeline_gpu
|
||||
|
||||
run_pipelines_tf_gpu:
|
||||
name: TensorFlow pipelines
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
machine_type: [single-gpu, multi-gpu]
|
||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
|
||||
container:
|
||||
image: huggingface/transformers-tensorflow-gpu
|
||||
options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
|
||||
needs: setup
|
||||
steps:
|
||||
- name: Update clone
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
git fetch && git checkout ${{ github.sha }}
|
||||
|
||||
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
|
||||
working-directory: /transformers
|
||||
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
|
||||
|
||||
- name: NVIDIA-SMI
|
||||
run: |
|
||||
nvidia-smi
|
||||
|
||||
- name: Environment
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
python3 utils/print_env.py
|
||||
|
||||
- name: Show installed libraries and their versions
|
||||
working-directory: /transformers
|
||||
run: pip freeze
|
||||
|
||||
- name: Run all pipeline tests on GPU
|
||||
working-directory: /transformers
|
||||
run: |
|
||||
python3 -m pytest -n 1 -v --dist=loadfile --make-reports=${{ matrix.machine_type }}_tests_tf_pipeline_gpu tests/pipelines
|
||||
|
||||
- name: Failure short reports
|
||||
if: ${{ always() }}
|
||||
run: |
|
||||
cat /transformers/reports/${{ matrix.machine_type }}_tests_tf_pipeline_gpu/failures_short.txt
|
||||
|
||||
- name: Test suite reports artifacts
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: ${{ matrix.machine_type }}_run_tests_tf_pipeline_gpu
|
||||
path: /transformers/reports/${{ matrix.machine_type }}_tests_tf_pipeline_gpu
|
||||
|
||||
run_all_tests_torch_cuda_extensions_gpu:
|
||||
name: Torch CUDA extension tests
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
machine_type: [single-gpu, multi-gpu]
|
||||
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, daily-ci]
|
||||
needs: setup
|
||||
container:
|
||||
image: huggingface/transformers-pytorch-deepspeed-latest-gpu
|
||||
options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
|
||||
steps:
|
||||
- name: Update clone
|
||||
working-directory: /workspace/transformers
|
||||
run: git fetch && git checkout ${{ github.sha }}
|
||||
|
||||
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
|
||||
working-directory: /workspace/transformers
|
||||
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
|
||||
|
||||
- name: Remove cached torch extensions
|
||||
run: rm -rf /github/home/.cache/torch_extensions/
|
||||
|
||||
# To avoid unknown test failures
|
||||
- name: Pre build DeepSpeed *again*
|
||||
working-directory: /workspace
|
||||
run: |
|
||||
python3 -m pip uninstall -y deepspeed
|
||||
DS_BUILD_CPU_ADAM=1 DS_BUILD_FUSED_ADAM=1 python3 -m pip install deepspeed --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check
|
||||
|
||||
- name: NVIDIA-SMI
|
||||
run: |
|
||||
nvidia-smi
|
||||
|
||||
- name: Environment
|
||||
working-directory: /workspace/transformers
|
||||
run: |
|
||||
python utils/print_env.py
|
||||
|
||||
- name: Show installed libraries and their versions
|
||||
working-directory: /workspace/transformers
|
||||
run: pip freeze
|
||||
|
||||
- name: Run all tests on GPU
|
||||
working-directory: /workspace/transformers
|
||||
run: |
|
||||
python -m pytest -v --make-reports=${{ matrix.machine_type }}_tests_torch_cuda_extensions_gpu tests/deepspeed tests/extended
|
||||
|
||||
- name: Failure short reports
|
||||
if: ${{ failure() }}
|
||||
continue-on-error: true
|
||||
run: cat /workspace/transformers/reports/${{ matrix.machine_type }}_tests_torch_cuda_extensions_gpu/failures_short.txt
|
||||
|
||||
- name: Test suite reports artifacts
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: ${{ matrix.machine_type }}_run_tests_torch_cuda_extensions_gpu_test_reports
|
||||
path: /workspace/transformers/reports/${{ matrix.machine_type }}_tests_torch_cuda_extensions_gpu
|
||||
|
||||
run_extract_warnings:
|
||||
name: Extract warnings in CI artifacts
|
||||
runs-on: ubuntu-22.04
|
||||
if: always()
|
||||
needs: [
|
||||
setup,
|
||||
run_tests_single_gpu,
|
||||
run_tests_multi_gpu,
|
||||
run_examples_gpu,
|
||||
run_pipelines_tf_gpu,
|
||||
run_pipelines_torch_gpu,
|
||||
run_all_tests_torch_cuda_extensions_gpu
|
||||
]
|
||||
steps:
|
||||
- name: Checkout transformers
|
||||
uses: actions/checkout@v3
|
||||
with:
|
||||
fetch-depth: 2
|
||||
|
||||
- name: Install transformers
|
||||
run: pip install transformers
|
||||
|
||||
- name: Show installed libraries and their versions
|
||||
run: pip freeze
|
||||
|
||||
- name: Create output directory
|
||||
run: mkdir warnings_in_ci
|
||||
|
||||
- uses: actions/download-artifact@v3
|
||||
with:
|
||||
path: warnings_in_ci
|
||||
|
||||
- name: Show artifacts
|
||||
run: echo "$(python3 -c 'import os; d = os.listdir(); print(d)')"
|
||||
working-directory: warnings_in_ci
|
||||
|
||||
- name: Extract warnings in CI artifacts
|
||||
run: |
|
||||
python3 utils/extract_warnings.py --workflow_run_id ${{ github.run_id }} --output_dir warnings_in_ci --token ${{ secrets.ACCESS_REPO_INFO_TOKEN }} --from_gh
|
||||
echo "$(python3 -c 'import os; import json; fp = open("warnings_in_ci/selected_warnings.json"); d = json.load(fp); d = "\n".join(d) ;print(d)')"
|
||||
|
||||
- name: Upload artifact
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: warnings_in_ci
|
||||
path: warnings_in_ci/selected_warnings.json
|
||||
|
||||
send_results:
|
||||
name: Send results to webhook
|
||||
runs-on: ubuntu-22.04
|
||||
if: always()
|
||||
needs: [
|
||||
setup,
|
||||
run_tests_single_gpu,
|
||||
run_tests_multi_gpu,
|
||||
run_examples_gpu,
|
||||
run_pipelines_tf_gpu,
|
||||
run_pipelines_torch_gpu,
|
||||
run_all_tests_torch_cuda_extensions_gpu,
|
||||
run_extract_warnings
|
||||
]
|
||||
steps:
|
||||
- name: Preliminary job status
|
||||
shell: bash
|
||||
# For the meaning of these environment variables, see the job `Setup`
|
||||
run: |
|
||||
echo "Setup status: ${{ needs.setup.result }}"
|
||||
|
||||
- uses: actions/checkout@v3
|
||||
- uses: actions/download-artifact@v3
|
||||
- name: Send message to Slack
|
||||
env:
|
||||
CI_SLACK_BOT_TOKEN: ${{ secrets.CI_SLACK_BOT_TOKEN }}
|
||||
CI_SLACK_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID }}
|
||||
CI_SLACK_CHANNEL_ID_DAILY: ${{ secrets.CI_SLACK_CHANNEL_ID_DAILY }}
|
||||
CI_SLACK_CHANNEL_DUMMY_TESTS: ${{ secrets.CI_SLACK_CHANNEL_DUMMY_TESTS }}
|
||||
CI_SLACK_REPORT_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID_DAILY }}
|
||||
ACCESS_REPO_INFO_TOKEN: ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
|
||||
CI_EVENT: scheduled
|
||||
CI_SHA: ${{ github.sha }}
|
||||
CI_WORKFLOW_REF: ${{ github.workflow_ref }}
|
||||
SETUP_STATUS: ${{ needs.setup.result }}
|
||||
# We pass `needs.setup.outputs.matrix` as the argument. A processing in `notification_service.py` to change
|
||||
# `models/bert` to `models_bert` is required, as the artifact names use `_` instead of `/`.
|
||||
run: |
|
||||
sudo apt-get install -y curl
|
||||
pip install slack_sdk
|
||||
pip show slack_sdk
|
||||
python utils/notification_service.py "${{ needs.setup.outputs.matrix }}"
|
||||
|
||||
# Upload complete failure tables, as they might be big and only truncated versions could be sent to Slack.
|
||||
- name: Failure table artifacts
|
||||
if: ${{ always() }}
|
||||
uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: prev_ci_results
|
||||
path: prev_ci_results
|
||||
|
|
Loading…
Reference in New Issue