291 lines
11 KiB
YAML
291 lines
11 KiB
YAML
name: Self-hosted runner (nightly-ci)
|
|
|
|
# Note that each job's dependencies go into a corresponding docker file.
|
|
#
|
|
# For example for `run_torch_cuda_extensions_gpu` the docker image is
|
|
# `huggingface/transformers-pytorch-deepspeed-latest-gpu`, which can be found at
|
|
# `docker/transformers-pytorch-deepspeed-latest-gpu/Dockerfile`
|
|
|
|
on:
|
|
repository_dispatch:
|
|
workflow_call:
|
|
|
|
env:
|
|
HF_HOME: /mnt/cache
|
|
TRANSFORMERS_IS_CI: yes
|
|
OMP_NUM_THREADS: 8
|
|
MKL_NUM_THREADS: 8
|
|
RUN_SLOW: yes
|
|
HF_HUB_READ_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }}
|
|
SIGOPT_API_TOKEN: ${{ secrets.SIGOPT_API_TOKEN }}
|
|
TF_FORCE_GPU_ALLOW_GROWTH: true
|
|
RUN_PT_TF_CROSS_TESTS: 1
|
|
CUDA_VISIBLE_DEVICES: 0,1
|
|
|
|
jobs:
|
|
setup:
|
|
name: Setup
|
|
strategy:
|
|
matrix:
|
|
machine_type: [single-gpu, multi-gpu]
|
|
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, past-ci]
|
|
container:
|
|
image: huggingface/transformers-all-latest-torch-nightly-gpu
|
|
options: --gpus 0 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
|
|
outputs:
|
|
matrix: ${{ steps.set-matrix.outputs.matrix }}
|
|
steps:
|
|
- name: Update clone
|
|
working-directory: /transformers
|
|
run: |
|
|
git fetch && git checkout ${{ github.sha }}
|
|
|
|
- name: Cleanup
|
|
working-directory: /transformers
|
|
run: |
|
|
rm -rf tests/__pycache__
|
|
rm -rf tests/models/__pycache__
|
|
rm -rf reports
|
|
|
|
- name: Show installed libraries and their versions
|
|
working-directory: /transformers
|
|
run: pip freeze
|
|
|
|
- id: set-matrix
|
|
name: Identify models to test
|
|
working-directory: /transformers/tests
|
|
run: |
|
|
echo "matrix=$(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
|
|
strategy:
|
|
fail-fast: false
|
|
matrix:
|
|
folders: ${{ fromJson(needs.setup.outputs.matrix) }}
|
|
machine_type: [single-gpu]
|
|
runs-on: ['${{ matrix.machine_type }}', nvidia-gpu, t4, past-ci]
|
|
container:
|
|
image: huggingface/transformers-all-latest-torch-nightly-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 }}"
|
|
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: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports_postfix_nightly"
|
|
if: ${{ always() }}
|
|
uses: actions/upload-artifact@v4
|
|
with:
|
|
name: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports_postfix_nightly
|
|
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, past-ci]
|
|
container:
|
|
image: huggingface/transformers-all-latest-torch-nightly-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: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports_postfix_nightly"
|
|
if: ${{ always() }}
|
|
uses: actions/upload-artifact@v4
|
|
with:
|
|
name: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports_postfix_nightly
|
|
path: /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}
|
|
|
|
run_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, past-ci]
|
|
needs: setup
|
|
container:
|
|
image: huggingface/transformers-pytorch-deepspeed-nightly-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 ${{ github.sha }}
|
|
|
|
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
|
|
working-directory: /workspace/transformers
|
|
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
|
|
|
|
- name: Remove cached torch extensions
|
|
run: rm -rf /github/home/.cache/torch_extensions/
|
|
|
|
# To avoid unknown test failures
|
|
- name: Pre build DeepSpeed *again*
|
|
working-directory: /workspace
|
|
run: |
|
|
python3 -m pip uninstall -y deepspeed
|
|
rm -rf DeepSpeed
|
|
git clone https://github.com/microsoft/DeepSpeed && cd DeepSpeed && rm -rf build
|
|
DS_BUILD_CPU_ADAM=1 DS_BUILD_FUSED_ADAM=1 python3 -m pip install . --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check
|
|
|
|
- name: NVIDIA-SMI
|
|
run: |
|
|
nvidia-smi
|
|
|
|
- name: Environment
|
|
working-directory: /workspace/transformers
|
|
run: |
|
|
python utils/print_env.py
|
|
|
|
- name: Show installed libraries and their versions
|
|
working-directory: /workspace/transformers
|
|
run: pip freeze
|
|
|
|
- name: Run all tests on GPU
|
|
working-directory: /workspace/transformers
|
|
run: |
|
|
python -m pytest -v --make-reports=${{ matrix.machine_type }}_run_torch_cuda_extensions_gpu_test_reports tests/deepspeed tests/extended
|
|
|
|
- name: Failure short reports
|
|
if: ${{ failure() }}
|
|
continue-on-error: true
|
|
run: cat /workspace/transformers/reports/${{ matrix.machine_type }}_run_torch_cuda_extensions_gpu_test_reports/failures_short.txt
|
|
|
|
- name: "Test suite reports artifacts: ${{ matrix.machine_type }}_run_torch_cuda_extensions_gpu_test_reports_postfix_nightly"
|
|
if: ${{ always() }}
|
|
uses: actions/upload-artifact@v4
|
|
with:
|
|
name: ${{ matrix.machine_type }}_run_torch_cuda_extensions_gpu_test_reports_postfix_nightly
|
|
path: /workspace/transformers/reports/${{ matrix.machine_type }}_run_torch_cuda_extensions_gpu_test_reports
|
|
|
|
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_torch_cuda_extensions_gpu
|
|
]
|
|
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@v4
|
|
- uses: actions/download-artifact@v4
|
|
- 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_PAST_FUTURE }}
|
|
ACCESS_REPO_INFO_TOKEN: ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
|
|
CI_EVENT: Nightly CI
|
|
SETUP_STATUS: ${{ needs.setup.result }}
|
|
# We pass `needs.setup.outputs.matrix` as the argument. A processing in `notification_service.py` to change
|
|
# `models/bert` to `models_bert` is required, as the artifact names use `_` instead of `/`.
|
|
run: |
|
|
pip install slack_sdk
|
|
pip show slack_sdk
|
|
python utils/notification_service.py "${{ needs.setup.outputs.matrix }}"
|
|
|
|
|
|
# delete-artifact
|
|
- uses: geekyeggo/delete-artifact@v2
|
|
with:
|
|
name: |
|
|
single-*
|
|
multi-*
|