chore: import upstream snapshot with attribution
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name: Self-hosted runner (benchmark)
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on:
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push:
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branches: [main]
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pull_request:
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types: [ opened, labeled, reopened, synchronize ]
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concurrency:
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group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
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cancel-in-progress: true
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env:
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HF_HOME: /mnt/cache
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DATASET_ID: hf-benchmarks/transformers
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MODEL_ID: meta-llama/Llama-3.1-8B-Instruct
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permissions:
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contents: read
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jobs:
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benchmark:
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name: Benchmark
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strategy:
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matrix:
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# group: [aws-g5-4xlarge-cache, aws-p4d-24xlarge-plus] (A100 runner is not enabled)
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group: [aws-g5-4xlarge-cache]
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runs-on:
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group: ${{ matrix.group }}
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if: |
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(github.event_name == 'pull_request' && contains( github.event.pull_request.labels.*.name, 'run-benchmark') )||
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(github.event_name == 'push' && github.ref == 'refs/heads/main')
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container:
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image: huggingface/transformers-all-latest-gpu
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options: --gpus all --privileged --ipc host
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steps:
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- name: Get repo
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uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
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with:
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fetch-depth: 1
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persist-credentials: false
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- name: Install benchmark script dependencies
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run: python3 -m pip install -r benchmark_v2/requirements.txt kernels
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- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
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run: python3 -m pip uninstall -y transformers && python3 -m pip install -e ".[torch]"
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- name: Run benchmark
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run: |
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git config --global --add safe.directory /__w/transformers/transformers
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if [ "$GITHUB_EVENT_NAME" = "pull_request" ]; then
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commit_id=$(echo "${{ github.event.pull_request.head.sha }}")
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elif [ "$GITHUB_EVENT_NAME" = "push" ]; then
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commit_id=$GITHUB_SHA
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fi
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commit_msg=$(git show -s --format=%s | cut -c1-70)
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python3 benchmark_v2/run_benchmarks.py -b 32 -s 128 -n 256 --level 2 --branch-name "$BRANCH_NAME" --commit-id "$commit_id" --commit-message "$commit_msg" --model-id "$MODEL_ID" --log-level INFO --push-result-to-dataset "$DATASET_ID"
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env:
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HF_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }}
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PUSH_TO_HUB_TOKEN: ${{ secrets.PUSH_TO_HUB_TOKEN }}
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# Enable this to see debug logs
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# HF_HUB_VERBOSITY: debug
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# TRANSFORMERS_VERBOSITY: debug
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BRANCH_NAME: ${{ github.head_ref || github.ref_name }}
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