Benchmark torchserve nightly #776
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name: Benchmark torchserve nightly | |
on: | |
# run every day at 2:15am | |
schedule: | |
- cron: '15 02 * * *' | |
jobs: | |
nightly: | |
strategy: | |
fail-fast: false | |
matrix: | |
hardware: [cpu, gpu, inf2] | |
runs-on: | |
- self-hosted | |
- ${{ matrix.hardware }} | |
timeout-minutes: 1320 | |
steps: | |
- name: Clean up previous run | |
run: | | |
echo "Cleaning up previous run" | |
cd $RUNNER_WORKSPACE | |
pwd | |
cd .. | |
pwd | |
rm -rf _tool | |
- name: Setup Python 3.9 | |
uses: actions/setup-python@v5 | |
with: | |
python-version: 3.9 | |
architecture: x64 | |
- name: Setup Java 17 | |
uses: actions/setup-java@v3 | |
with: | |
distribution: 'zulu' | |
java-version: '17' | |
- name: Checkout TorchServe | |
uses: actions/checkout@v3 | |
with: | |
submodules: recursive | |
- name: Install dependencies | |
run: | | |
sudo apt-get update -y | |
sudo apt-get install -y apache2-utils | |
pip install -r benchmarks/requirements-ab.txt | |
- name: Benchmark cpu nightly | |
if: ${{ matrix.hardware == 'cpu' }} | |
run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_cpu.yaml --skip false | |
- name: Benchmark gpu nightly | |
if: ${{ matrix.hardware == 'gpu' }} | |
run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_gpu.yaml --skip false | |
- name: Benchmark inf2 nightly | |
if: ${{ matrix.hardware == 'inf2' }} | |
env: | |
NEURON_RT_NUM_CORES: 1 | |
run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_neuronx.yaml --skip false | |
- name: Save benchmark artifacts | |
uses: actions/upload-artifact@v4 | |
with: | |
name: nightly ${{ matrix.hardware }} artifact | |
path: /tmp/ts_benchmark | |
- name: Download benchmark artifacts for auto validation | |
uses: dawidd6/action-download-artifact@v2 | |
with: | |
workflow: ${{ github.event.workflow_run.workflow_id }} | |
workflow_conclusion: success | |
if_no_artifact_found: ignore | |
path: /tmp/ts_artifacts | |
name: ${{ matrix.hardware }}_benchmark_validation | |
- name: Validate Benchmark result | |
run: python benchmarks/validate_report.py --input-artifacts-dir /tmp/ts_artifacts/${{ matrix.hardware }}_benchmark_validation | |
- name: Update benchmark artifacts for auto validation | |
run: python benchmarks/utils/update_artifacts.py --output /tmp/ts_artifacts/${{ matrix.hardware }}_benchmark_validation | |
- name: Upload the updated benchmark artifacts for auto validation | |
uses: actions/upload-artifact@v4 | |
with: | |
name: ${{ matrix.hardware }}_benchmark_validation | |
path: /tmp/ts_artifacts | |
- name: Open issue on failure | |
if: ${{ failure() && github.event_name == 'schedule' && matrix.hardware == 'cpu' }} | |
uses: dacbd/create-issue-action@v1 | |
with: | |
token: ${{ secrets.GITHUB_TOKEN }} | |
title: Nightly ${{ matrix.hardware }} benchmark failed | |
body: Commit ${{ github.sha }} daily scheduled [CI run](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}) failed, please check why | |
assignees: '' |