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Benchmark: Add LayoutLMv2 to ONNX export benchmark #44694

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122 changes: 61 additions & 61 deletions .github/workflows/benchmark.yml
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Original file line number Diff line number Diff line change
@@ -1,61 +1,61 @@
name: Self-hosted runner (benchmark)
on:
push:
branches: [main]
pull_request:
types: [ opened, labeled, reopened, synchronize ]
concurrency:
group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
env:
HF_HOME: /mnt/cache
DATASET_ID: hf-benchmarks/transformers
MODEL_ID: meta-llama/Llama-3.1-8B-Instruct
jobs:
benchmark:
name: Benchmark
strategy:
matrix:
# group: [aws-g5-4xlarge-cache, aws-p4d-24xlarge-plus] (A100 runner is not enabled)
group: [aws-g5-4xlarge-cache]
runs-on:
group: ${{ matrix.group }}
if: |
(github.event_name == 'pull_request' && contains( github.event.pull_request.labels.*.name, 'run-benchmark') )||
(github.event_name == 'push' && github.ref == 'refs/heads/main')
container:
image: huggingface/transformers-all-latest-gpu
options: --gpus all --privileged --ipc host
steps:
- name: Get repo
uses: actions/checkout@v5
with:
fetch-depth: 1
- name: Install benchmark script dependencies
run: python3 -m pip install -r benchmark_v2/requirements.txt kernels
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e ".[torch]"
- name: Run benchmark
run: |
git config --global --add safe.directory /__w/transformers/transformers
if [ "$GITHUB_EVENT_NAME" = "pull_request" ]; then
commit_id=$(echo "${{ github.event.pull_request.head.sha }}")
elif [ "$GITHUB_EVENT_NAME" = "push" ]; then
commit_id=$GITHUB_SHA
fi
commit_msg=$(git show -s --format=%s | cut -c1-70)
python3 benchmark_v2/run_benchmarks.py -b 32 -s 128 -n 256 --level 2 --branch-name "$BRANCH_NAME" --commit-id "$commit_id" --commit-message "$commit_msg" --model-id "$MODEL_ID" --log-level INFO --push-result-to-dataset "$DATASET_ID"
env:
HF_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }}
PUSH_TO_HUB_TOKEN: ${{ secrets.PUSH_TO_HUB_TOKEN }}
# Enable this to see debug logs
# HF_HUB_VERBOSITY: debug
# TRANSFORMERS_VERBOSITY: debug
BRANCH_NAME: ${{ github.head_ref || github.ref_name }}
name: Self-hosted runner (benchmark)

on:
push:
branches: [main]
pull_request:
types: [ opened, labeled, reopened, synchronize ]

concurrency:
group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true

env:
HF_HOME: /mnt/cache
DATASET_ID: hf-benchmarks/transformers
MODEL_ID: meta-llama/Llama-3.1-8B-Instruct

jobs:
benchmark:
name: Benchmark
strategy:
matrix:
# group: [aws-g5-4xlarge-cache, aws-p4d-24xlarge-plus] (A100 runner is not enabled)
group: [aws-g5-4xlarge-cache]
runs-on:
group: ${{ matrix.group }}
if: |
(github.event_name == 'pull_request' && contains( github.event.pull_request.labels.*.name, 'run-benchmark') )||
(github.event_name == 'push' && github.ref == 'refs/heads/main')
container:
image: huggingface/transformers-all-latest-gpu
options: --gpus all --privileged --ipc host
steps:
- name: Get repo
uses: actions/checkout@v5
with:
fetch-depth: 1

- name: Install benchmark script dependencies
run: python3 -m pip install -r benchmark_v2/requirements.txt kernels

- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e ".[torch]"

- name: Run benchmark
run: |
git config --global --add safe.directory /__w/transformers/transformers
if [ "$GITHUB_EVENT_NAME" = "pull_request" ]; then
commit_id=$(echo "${{ github.event.pull_request.head.sha }}")
elif [ "$GITHUB_EVENT_NAME" = "push" ]; then
commit_id=$GITHUB_SHA
fi
commit_msg=$(git show -s --format=%s | cut -c1-70)
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"
env:
HF_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }}
PUSH_TO_HUB_TOKEN: ${{ secrets.PUSH_TO_HUB_TOKEN }}
# Enable this to see debug logs
# HF_HUB_VERBOSITY: debug
# TRANSFORMERS_VERBOSITY: debug
BRANCH_NAME: ${{ github.head_ref || github.ref_name }}
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