330 lines
14 KiB
YAML
330 lines
14 KiB
YAML
name: Self-hosted runner AMD GPU (push)
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on:
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workflow_call:
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inputs:
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gpu_flavor:
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required: true
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type: string
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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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PYTEST_TIMEOUT: 60
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TF_FORCE_GPU_ALLOW_GROWTH: true
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RUN_PT_TF_CROSS_TESTS: 1
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HF_HUB_READ_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }}
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jobs:
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check_runner_status:
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name: Check Runner Status
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runs-on: ubuntu-22.04
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steps:
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- name: Checkout transformers
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uses: actions/checkout@v3
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with:
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fetch-depth: 2
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- name: Check Runner Status
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run: python utils/check_self_hosted_runner.py --target_runners amd-mi210-single-gpu-ci-runner-docker --token ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
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check_runners:
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name: Check Runners
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needs: check_runner_status
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strategy:
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matrix:
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machine_type: [single-gpu, multi-gpu]
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runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', '${{ inputs.gpu_flavor }}']
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container:
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image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
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options: --device /dev/kfd --device /dev/dri --env ROCR_VISIBLE_DEVICES --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
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steps:
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- name: ROCM-SMI
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run: |
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rocm-smi
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- name: ROCM-INFO
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run: |
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rocminfo | grep "Agent" -A 14
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- name: Show ROCR environment
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run: |
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echo "ROCR: $ROCR_VISIBLE_DEVICES"
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setup_gpu:
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name: Setup
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needs: check_runners
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strategy:
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matrix:
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machine_type: [single-gpu, multi-gpu]
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runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', '${{ inputs.gpu_flavor }}']
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container:
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image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
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options: --device /dev/kfd --device /dev/dri --env ROCR_VISIBLE_DEVICES --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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test_map: ${{ steps.set-matrix.outputs.test_map }}
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steps:
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# Necessary to get the correct branch name and commit SHA for `workflow_run` event
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# We also take into account the `push` event (we might want to test some changes in a branch)
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- name: Prepare custom environment variables
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shell: bash
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# `CI_BRANCH_PUSH`: The branch name from the push event
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# `CI_BRANCH_WORKFLOW_RUN`: The name of the branch on which this workflow is triggered by `workflow_run` event
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# `CI_BRANCH`: The non-empty branch name from the above two (one and only one of them is empty)
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# `CI_SHA_PUSH`: The commit SHA from the push event
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# `CI_SHA_WORKFLOW_RUN`: The commit SHA that triggers this workflow by `workflow_run` event
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# `CI_SHA`: The non-empty commit SHA from the above two (one and only one of them is empty)
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run: |
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CI_BRANCH_PUSH=${{ github.event.ref }}
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CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
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CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
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CI_SHA_PUSH=${{ github.event.head_commit.id }}
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CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
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echo $CI_BRANCH_PUSH
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echo $CI_BRANCH_WORKFLOW_RUN
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echo $CI_SHA_PUSH
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echo $CI_SHA_WORKFLOW_RUN
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[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
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[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
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- name: print environment variables
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run: |
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echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
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echo "env.CI_SHA = ${{ env.CI_SHA }}"
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- name: Update clone using environment variables
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working-directory: /transformers
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run: |
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echo "original branch = $(git branch --show-current)"
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git fetch && git checkout ${{ env.CI_BRANCH }}
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echo "updated branch = $(git branch --show-current)"
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git checkout ${{ env.CI_SHA }}
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echo "log = $(git log -n 1)"
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- name: Cleanup
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working-directory: /transformers
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run: |
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rm -rf tests/__pycache__
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rm -rf tests/models/__pycache__
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rm -rf reports
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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: Fetch the tests to run
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working-directory: /transformers
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# TODO: add `git-python` in the docker images
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run: |
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pip install --upgrade git-python
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python3 utils/tests_fetcher.py --diff_with_last_commit | tee test_preparation.txt
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- name: Report fetched tests
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uses: actions/upload-artifact@v3
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with:
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name: test_fetched
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path: /transformers/test_preparation.txt
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- id: set-matrix
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name: Organize tests into models
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working-directory: /transformers
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# The `keys` is used as GitHub actions matrix for jobs, i.e. `models/bert`, `tokenization`, `pipeline`, etc.
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# The `test_map` is used to get the actual identified test files under each key.
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# If no test to run (so no `test_map.json` file), create a dummy map (empty matrix will fail)
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run: |
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if [ -f test_map.json ]; then
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keys=$(python3 -c 'import json; fp = open("test_map.json"); test_map = json.load(fp); fp.close(); d = list(test_map.keys()); print(d)')
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test_map=$(python3 -c 'import json; fp = open("test_map.json"); test_map = json.load(fp); fp.close(); print(test_map)')
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else
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keys=$(python3 -c 'keys = ["dummy"]; print(keys)')
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test_map=$(python3 -c 'test_map = {"dummy": []}; print(test_map)')
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fi
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echo $keys
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echo $test_map
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echo "matrix=$keys" >> $GITHUB_OUTPUT
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echo "test_map=$test_map" >> $GITHUB_OUTPUT
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run_tests_amdgpu:
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name: Model tests
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needs: setup_gpu
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# `dummy` means there is no test to run
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if: contains(fromJson(needs.setup_gpu.outputs.matrix), 'dummy') != true
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strategy:
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fail-fast: false
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matrix:
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folders: ${{ fromJson(needs.setup_gpu.outputs.matrix) }}
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machine_type: [single-gpu, multi-gpu]
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runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', '${{ inputs.gpu_flavor }}']
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container:
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image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
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options: --device /dev/kfd --device /dev/dri --env ROCR_VISIBLE_DEVICES --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
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steps:
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# Necessary to get the correct branch name and commit SHA for `workflow_run` event
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# We also take into account the `push` event (we might want to test some changes in a branch)
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- name: Prepare custom environment variables
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shell: bash
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# For the meaning of these environment variables, see the job `Setup`
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run: |
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CI_BRANCH_PUSH=${{ github.event.ref }}
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CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
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CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
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CI_SHA_PUSH=${{ github.event.head_commit.id }}
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CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
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echo $CI_BRANCH_PUSH
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echo $CI_BRANCH_WORKFLOW_RUN
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echo $CI_SHA_PUSH
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echo $CI_SHA_WORKFLOW_RUN
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[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
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[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
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- name: print environment variables
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run: |
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echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
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echo "env.CI_SHA = ${{ env.CI_SHA }}"
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- name: Update clone using environment variables
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working-directory: /transformers
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run: |
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echo "original branch = $(git branch --show-current)"
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git fetch && git checkout ${{ env.CI_BRANCH }}
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echo "updated branch = $(git branch --show-current)"
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git checkout ${{ env.CI_SHA }}
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echo "log = $(git log -n 1)"
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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: 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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echo "${{ fromJson(needs.setup_gpu.outputs.test_map)[matrix.folders] }}"
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matrix_folders=${{ 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: ROCM-SMI
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run: |
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rocm-smi
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- name: ROCM-INFO
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run: |
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rocminfo | grep "Agent" -A 14
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- name: Show ROCR environment
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run: |
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echo "ROCR: $ROCR_VISIBLE_DEVICES"
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- name: Environment
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working-directory: /transformers
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run: |
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python3 utils/print_env.py
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- name: Show installed libraries and their versions
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working-directory: /transformers
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run: pip freeze
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- name: Run all non-slow selected tests on GPU
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working-directory: /transformers
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run: |
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python3 -m pytest -n 2 --dist=loadfile -v --make-reports=${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }} ${{ fromJson(needs.setup_gpu.outputs.test_map)[matrix.folders] }}
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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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send_results:
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name: Send results to webhook
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runs-on: ubuntu-22.04
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if: always()
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needs: [
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check_runner_status,
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check_runners,
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setup_gpu,
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run_tests_amdgpu,
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# run_tests_torch_cuda_extensions_single_gpu,
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# run_tests_torch_cuda_extensions_multi_gpu
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]
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steps:
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- name: Preliminary job status
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shell: bash
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# For the meaning of these environment variables, see the job `Setup`
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run: |
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echo "Runner availability: ${{ needs.check_runner_status.result }}"
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echo "Setup status: ${{ needs.setup_gpu.result }}"
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echo "Runner status: ${{ needs.check_runners.result }}"
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# Necessary to get the correct branch name and commit SHA for `workflow_run` event
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# We also take into account the `push` event (we might want to test some changes in a branch)
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- name: Prepare custom environment variables
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shell: bash
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# For the meaning of these environment variables, see the job `Setup`
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run: |
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CI_BRANCH_PUSH=${{ github.event.ref }}
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CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
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CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
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CI_SHA_PUSH=${{ github.event.head_commit.id }}
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CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
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echo $CI_BRANCH_PUSH
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echo $CI_BRANCH_WORKFLOW_RUN
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echo $CI_SHA_PUSH
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echo $CI_SHA_WORKFLOW_RUN
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[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
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[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
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- name: print environment variables
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run: |
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echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
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echo "env.CI_SHA = ${{ env.CI_SHA }}"
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- uses: actions/checkout@v3
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# To avoid failure when multiple commits are merged into `main` in a short period of time.
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# Checking out to an old commit beyond the fetch depth will get an error `fatal: reference is not a tree: ...
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# (Only required for `workflow_run` event, where we get the latest HEAD on `main` instead of the event commit)
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with:
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fetch-depth: 20
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- name: Update clone using environment variables
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run: |
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echo "original branch = $(git branch --show-current)"
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git fetch && git checkout ${{ env.CI_BRANCH }}
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echo "updated branch = $(git branch --show-current)"
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git checkout ${{ env.CI_SHA }}
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echo "log = $(git log -n 1)"
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- uses: actions/download-artifact@v3
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- name: Send message to Slack
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env:
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CI_SLACK_BOT_TOKEN: ${{ secrets.CI_SLACK_BOT_TOKEN }}
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CI_SLACK_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID }}
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CI_SLACK_CHANNEL_ID_DAILY: ${{ secrets.CI_SLACK_CHANNEL_ID_DAILY }}
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CI_SLACK_CHANNEL_ID_AMD: ${{ secrets.CI_SLACK_CHANNEL_ID_AMD }}
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CI_SLACK_CHANNEL_DUMMY_TESTS: ${{ secrets.CI_SLACK_CHANNEL_DUMMY_TESTS }}
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CI_SLACK_REPORT_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID_AMD }}
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ACCESS_REPO_INFO_TOKEN: ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
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CI_EVENT: Push CI (AMD) - ${{ inputs.gpu_flavor }}
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CI_TITLE_PUSH: ${{ github.event.head_commit.message }}
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CI_TITLE_WORKFLOW_RUN: ${{ github.event.workflow_run.head_commit.message }}
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CI_SHA: ${{ env.CI_SHA }}
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RUNNER_STATUS: ${{ needs.check_runner_status.result }}
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RUNNER_ENV_STATUS: ${{ needs.check_runners.result }}
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SETUP_STATUS: ${{ needs.setup_gpu.result }}
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# We pass `needs.setup_gpu.outputs.matrix` as the argument. A processing in `notification_service.py` to change
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# `models/bert` to `models_bert` is required, as the artifact names use `_` instead of `/`.
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run: |
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pip install slack_sdk
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pip show slack_sdk
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python utils/notification_service.py "${{ needs.setup_gpu.outputs.matrix }}"
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