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self-push-amd.yml
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name: Self-hosted runner AMD GPU (push)
on:
workflow_run:
workflows: ["Self-hosted runner (push-caller)"]
branches: ["main"]
types: [completed]
push:
branches:
- ci_*
- ci-*
paths:
- "src/**"
- "tests/**"
- ".github/**"
- "templates/**"
- "utils/**"
repository_dispatch:
env:
HF_HOME: /mnt/cache
TRANSFORMERS_IS_CI: yes
OMP_NUM_THREADS: 8
MKL_NUM_THREADS: 8
PYTEST_TIMEOUT: 60
TF_FORCE_GPU_ALLOW_GROWTH: true
RUN_PT_TF_CROSS_TESTS: 1
jobs:
check_runner_status:
name: Check Runner Status
runs-on: ubuntu-latest
steps:
- name: Checkout transformers
uses: actions/checkout@v3
with:
fetch-depth: 2
- name: Check Runner Status
run: python utils/check_self_hosted_runner.py --target_runners amd-mi210-single-gpu-ci-runner-docker --token ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
check_runners:
name: Check Runners
needs: check_runner_status
strategy:
matrix:
machine_type: [single-gpu, multi-gpu]
gpu_flavor: [mi210]
runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', '${{ matrix.gpu_flavor }}']
container:
image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
options: --device /dev/kfd --device /dev/dri --env HIP_VISIBLE_DEVICES --env ROCR_VISIBLE_DEVICES --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
steps:
- name: ROCM-SMI
run: |
rocminfo | grep "Agent" -A 14
- name: Show HIP environment
run: |
echo "HIP: $HIP_VISIBLE_DEVICES"
echo "ROCR: $ROCR_VISIBLE_DEVICES"
setup_gpu:
name: Setup
needs: check_runners
strategy:
matrix:
machine_type: [single-gpu, multi-gpu]
gpu_flavor: [mi210]
runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', '${{ matrix.gpu_flavor }}']
container:
image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
options: --device /dev/kfd --device /dev/dri --env HIP_VISIBLE_DEVICES --env ROCR_VISIBLE_DEVICES --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
outputs:
matrix: ${{ steps.set-matrix.outputs.matrix }}
test_map: ${{ steps.set-matrix.outputs.test_map }}
steps:
# Necessary to get the correct branch name and commit SHA for `workflow_run` event
# We also take into account the `push` event (we might want to test some changes in a branch)
- name: Prepare custom environment variables
shell: bash
# `CI_BRANCH_PUSH`: The branch name from the push event
# `CI_BRANCH_WORKFLOW_RUN`: The name of the branch on which this workflow is triggered by `workflow_run` event
# `CI_BRANCH`: The non-empty branch name from the above two (one and only one of them is empty)
# `CI_SHA_PUSH`: The commit SHA from the push event
# `CI_SHA_WORKFLOW_RUN`: The commit SHA that triggers this workflow by `workflow_run` event
# `CI_SHA`: The non-empty commit SHA from the above two (one and only one of them is empty)
run: |
CI_BRANCH_PUSH=${{ github.event.ref }}
CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
CI_SHA_PUSH=${{ github.event.head_commit.id }}
CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
echo $CI_BRANCH_PUSH
echo $CI_BRANCH_WORKFLOW_RUN
echo $CI_SHA_PUSH
echo $CI_SHA_WORKFLOW_RUN
[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
- name: print environment variables
run: |
echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
echo "env.CI_SHA = ${{ env.CI_SHA }}"
- name: Update clone using environment variables
working-directory: /transformers
run: |
echo "original branch = $(git branch --show-current)"
git fetch && git checkout ${{ env.CI_BRANCH }}
echo "updated branch = $(git branch --show-current)"
git checkout ${{ env.CI_SHA }}
echo "log = $(git log -n 1)"
- name: Cleanup
working-directory: /transformers
run: |
rm -rf tests/__pycache__
rm -rf tests/models/__pycache__
rm -rf reports
- name: Show installed libraries and their versions
working-directory: /transformers
run: pip freeze
- name: Fetch the tests to run
working-directory: /transformers
# TODO: add `git-python` in the docker images
run: |
pip install --upgrade git-python
python3 utils/tests_fetcher.py --diff_with_last_commit | tee test_preparation.txt
- name: Report fetched tests
uses: actions/upload-artifact@v3
with:
name: test_fetched
path: /transformers/test_preparation.txt
- id: set-matrix
name: Organize tests into models
working-directory: /transformers
# The `keys` is used as GitHub actions matrix for jobs, i.e. `models/bert`, `tokenization`, `pipeline`, etc.
# The `test_map` is used to get the actual identified test files under each key.
# If no test to run (so no `test_map.json` file), create a dummy map (empty matrix will fail)
run: |
if [ -f test_map.json ]; then
keys=$(python3 -c 'import json; fp = open("test_map.json"); test_map = json.load(fp); fp.close(); d = list(test_map.keys()); print(d)')
test_map=$(python3 -c 'import json; fp = open("test_map.json"); test_map = json.load(fp); fp.close(); print(test_map)')
else
keys=$(python3 -c 'keys = ["dummy"]; print(keys)')
test_map=$(python3 -c 'test_map = {"dummy": []}; print(test_map)')
fi
echo $keys
echo $test_map
echo "matrix=$keys" >> $GITHUB_OUTPUT
echo "test_map=$test_map" >> $GITHUB_OUTPUT
run_tests_amdgpu:
name: Model tests
needs: setup_gpu
# `dummy` means there is no test to run
if: contains(fromJson(needs.setup_gpu.outputs.matrix), 'dummy') != true
strategy:
fail-fast: false
matrix:
folders: ${{ fromJson(needs.setup_gpu.outputs.matrix) }}
machine_type: [single-gpu, multi-gpu]
gpu_flavor: [mi210]
runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', '${{ matrix.gpu_flavor }}']
container:
image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
options: --device /dev/kfd --device /dev/dri --env HIP_VISIBLE_DEVICES --env ROCR_VISIBLE_DEVICES --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
steps:
# Necessary to get the correct branch name and commit SHA for `workflow_run` event
# We also take into account the `push` event (we might want to test some changes in a branch)
- name: Prepare custom environment variables
shell: bash
# For the meaning of these environment variables, see the job `Setup`
run: |
CI_BRANCH_PUSH=${{ github.event.ref }}
CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
CI_SHA_PUSH=${{ github.event.head_commit.id }}
CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
echo $CI_BRANCH_PUSH
echo $CI_BRANCH_WORKFLOW_RUN
echo $CI_SHA_PUSH
echo $CI_SHA_WORKFLOW_RUN
[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
- name: print environment variables
run: |
echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
echo "env.CI_SHA = ${{ env.CI_SHA }}"
- name: Update clone using environment variables
working-directory: /transformers
run: |
echo "original branch = $(git branch --show-current)"
git fetch && git checkout ${{ env.CI_BRANCH }}
echo "updated branch = $(git branch --show-current)"
git checkout ${{ env.CI_SHA }}
echo "log = $(git log -n 1)"
- 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: 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 }}"
echo "${{ fromJson(needs.setup_gpu.outputs.test_map)[matrix.folders] }}"
matrix_folders=${{ matrix.folders }}
matrix_folders=${matrix_folders/'models/'/'models_'}
echo "$matrix_folders"
echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV
- name: ROCM-SMI
run: |
rocminfo | grep "Agent" -A 14
- name: Show HIP environment
run: |
echo "HIP: $HIP_VISIBLE_DEVICES"
echo "ROCR: $ROCR_VISIBLE_DEVICES"
- name: Environment
working-directory: /transformers
run: |
python3 utils/print_env.py
- name: Show installed libraries and their versions
working-directory: /transformers
run: pip freeze
- name: Run all non-slow selected tests on GPU
working-directory: /transformers
run: |
python3 -m pytest -n 2 --dist=loadfile -v --make-reports=${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }} ${{ fromJson(needs.setup_gpu.outputs.test_map)[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 }}
send_results:
name: Send results to webhook
runs-on: ubuntu-latest
if: always()
needs: [
check_runner_status,
check_runners,
setup_gpu,
run_tests_amdgpu,
# run_tests_torch_cuda_extensions_single_gpu,
# run_tests_torch_cuda_extensions_multi_gpu
]
steps:
- name: Preliminary job status
shell: bash
# For the meaning of these environment variables, see the job `Setup`
run: |
echo "Runner availability: ${{ needs.check_runner_status.result }}"
echo "Setup status: ${{ needs.setup_gpu.result }}"
echo "Runner status: ${{ needs.check_runners.result }}"
# Necessary to get the correct branch name and commit SHA for `workflow_run` event
# We also take into account the `push` event (we might want to test some changes in a branch)
- name: Prepare custom environment variables
shell: bash
# For the meaning of these environment variables, see the job `Setup`
run: |
CI_BRANCH_PUSH=${{ github.event.ref }}
CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
CI_SHA_PUSH=${{ github.event.head_commit.id }}
CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
echo $CI_BRANCH_PUSH
echo $CI_BRANCH_WORKFLOW_RUN
echo $CI_SHA_PUSH
echo $CI_SHA_WORKFLOW_RUN
[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
- name: print environment variables
run: |
echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
echo "env.CI_SHA = ${{ env.CI_SHA }}"
- uses: actions/checkout@v3
# To avoid failure when multiple commits are merged into `main` in a short period of time.
# Checking out to an old commit beyond the fetch depth will get an error `fatal: reference is not a tree: ...
# (Only required for `workflow_run` event, where we get the latest HEAD on `main` instead of the event commit)
with:
fetch-depth: 20
- name: Update clone using environment variables
run: |
echo "original branch = $(git branch --show-current)"
git fetch && git checkout ${{ env.CI_BRANCH }}
echo "updated branch = $(git branch --show-current)"
git checkout ${{ env.CI_SHA }}
echo "log = $(git log -n 1)"
- 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_ID_AMD: ${{ secrets.CI_SLACK_CHANNEL_ID_AMD }}
CI_SLACK_CHANNEL_DUMMY_TESTS: ${{ secrets.CI_SLACK_CHANNEL_DUMMY_TESTS }}
CI_SLACK_REPORT_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID_AMD }}
ACCESS_REPO_INFO_TOKEN: ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
CI_EVENT: push
CI_TITLE_PUSH: ${{ github.event.head_commit.message }}
CI_TITLE_WORKFLOW_RUN: ${{ github.event.workflow_run.head_commit.message }}
CI_SHA: ${{ env.CI_SHA }}
RUNNER_STATUS: ${{ needs.check_runner_status.result }}
RUNNER_ENV_STATUS: ${{ needs.check_runners.result }}
SETUP_STATUS: ${{ needs.setup_gpu.result }}
# We pass `needs.setup_gpu.outputs.matrix` as the argument. A processing in `notification_service.py` to change
# `models/bert` to `models_bert` is required, as the artifact names use `_` instead of `/`.
run: |
pip install slack_sdk
pip show slack_sdk
python utils/notification_service.py "${{ needs.setup_gpu.outputs.matrix }}"