[Performance] Faster to
#676
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Continuous Benchmark | |
| on: | |
| pull_request: | |
| permissions: write-all | |
| concurrency: | |
| # Documentation suggests ${{ github.head_ref }}, but that's only available on pull_request/pull_request_target triggers, so using ${{ github.ref }}. | |
| # On master, we want all builds to complete even if merging happens faster to make it easier to discover at which point something broke. | |
| group: ${{ github.workflow }}-${{ github.ref == 'refs/heads/main' && format('ci-master-{0}', github.sha) || format('ci-{0}', github.ref) }} | |
| cancel-in-progress: true | |
| jobs: | |
| benchmark_cpu: | |
| name: CPU Pytest benchmark | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - name: Who triggered this? | |
| run: | | |
| echo "Action triggered by ${{ github.event.pull_request.html_url }}" | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 50 # this is to make sure we obtain the target base commit | |
| - name: Python Setup | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| - name: Setup Environment | |
| run: | | |
| pip install -e . | |
| pip install pytest pytest-benchmark | |
| - name: Setup benchmarks | |
| run: | | |
| echo "BASE_SHA=$(echo ${{ github.event.pull_request.base.sha }} | cut -c1-8)" >> $GITHUB_ENV | |
| echo "HEAD_SHA=$(echo ${{ github.event.pull_request.head.sha }} | cut -c1-8)" >> $GITHUB_ENV | |
| echo "BASELINE_JSON=$(mktemp)" >> $GITHUB_ENV | |
| echo "CONTENDER_JSON=$(mktemp)" >> $GITHUB_ENV | |
| echo "PR_COMMENT=$(mktemp)" >> $GITHUB_ENV | |
| - name: Run benchmarks | |
| run: | | |
| cd benchmarks/ | |
| RUN_BENCHMARK="pytest --rank 0 --benchmark-json " | |
| git checkout ${{ github.event.pull_request.base.sha }} | |
| $RUN_BENCHMARK ${{ env.BASELINE_JSON }} | |
| git checkout ${{ github.event.pull_request.head.sha }} | |
| $RUN_BENCHMARK ${{ env.CONTENDER_JSON }} | |
| - name: Publish results | |
| uses: apbard/pytest-benchmark-commenter@v3 | |
| with: | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| benchmark-file: ${{ env.CONTENDER_JSON }} | |
| comparison-benchmark-file: ${{ env.BASELINE_JSON }} | |
| benchmark-metrics: 'name,max,mean,ops' | |
| comparison-benchmark-metric: 'ops' | |
| comparison-higher-is-better: true | |
| comparison-threshold: 5 | |
| benchmark-title: 'Result of CPU Benchmark Tests' | |
| benchmark_gpu: | |
| name: GPU Pytest benchmark | |
| runs-on: ubuntu-20.04 | |
| strategy: | |
| matrix: | |
| include: | |
| - os: linux.4xlarge.nvidia.gpu | |
| python-version: 3.8 | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| container: nvidia/cuda:11.8.0-cudnn8-devel-ubuntu20.04 | |
| steps: | |
| - name: Who triggered this? | |
| run: | | |
| echo "Action triggered by ${{ github.event.pull_request.html_url }}" | |
| - name: Install deps | |
| run: | | |
| export TZ=Europe/London | |
| export DEBIAN_FRONTEND=noninteractive # tzdata bug | |
| apt-get update -y | |
| apt-get update -y | |
| apt-get upgrade -y | |
| apt-get -y install gcc curl g++ unzip wget sudo git cmake | |
| - name: Check ldd --version | |
| run: ldd --version | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 50 # this is to make sure we obtain the target base commit | |
| - name: Python Setup | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| - name: Setup conda | |
| run: | | |
| rm -rf $HOME/miniconda | |
| wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh | |
| bash ~/miniconda.sh -b -p $HOME/miniconda | |
| - name: setup Path | |
| run: | | |
| echo "$HOME/miniconda/bin" >> $GITHUB_PATH | |
| echo "CONDA=$HOME/miniconda" >> $GITHUB_PATH | |
| - name: create and activate conda env | |
| run: | | |
| $HOME/miniconda/bin/conda create --name build_binary python=${{ matrix.python-version }} | |
| $HOME/miniconda/bin/conda info | |
| $HOME/miniconda/bin/activate build_binary | |
| - name: Setup git | |
| run: git config --global --add safe.directory /__w/tensordict/tensordict | |
| - name: setup Path | |
| run: | | |
| echo /usr/local/bin >> $GITHUB_PATH | |
| - name: Setup Environment | |
| run: | | |
| python -m pip install -e . | |
| python -m pip install pytest pytest-benchmark | |
| - name: Setup benchmarks | |
| run: | | |
| echo "BASE_SHA=$(echo ${{ github.event.pull_request.base.sha }} | cut -c1-8)" >> $GITHUB_ENV | |
| echo "HEAD_SHA=$(echo ${{ github.event.pull_request.head.sha }} | cut -c1-8)" >> $GITHUB_ENV | |
| echo "BASELINE_JSON=$(mktemp)" >> $GITHUB_ENV | |
| echo "CONTENDER_JSON=$(mktemp)" >> $GITHUB_ENV | |
| echo "PR_COMMENT=$(mktemp)" >> $GITHUB_ENV | |
| - name: Run benchmarks | |
| run: | | |
| cd benchmarks/ | |
| RUN_BENCHMARK="pytest --rank 0 --benchmark-json " | |
| git checkout ${{ github.event.pull_request.base.sha }} | |
| $RUN_BENCHMARK ${{ env.BASELINE_JSON }} | |
| git checkout ${{ github.event.pull_request.head.sha }} | |
| $RUN_BENCHMARK ${{ env.CONTENDER_JSON }} | |
| - name: Publish results | |
| uses: apbard/pytest-benchmark-commenter@v3 | |
| with: | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| benchmark-file: ${{ env.CONTENDER_JSON }} | |
| comparison-benchmark-file: ${{ env.BASELINE_JSON }} | |
| benchmark-metrics: 'name,max,mean,ops' | |
| comparison-benchmark-metric: 'ops' | |
| comparison-higher-is-better: true | |
| comparison-threshold: 5 | |
| benchmark-title: 'Result of GPU Benchmark Tests' |