[Feature] Seed workers in TensorDict.map #336
Workflow file for this run
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| name: Continuous Benchmark | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| branches: | |
| - "*" | |
| workflow_dispatch: | |
| permissions: | |
| deployments: write | |
| contents: write | |
| 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: | |
| - uses: actions/checkout@v3 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| - name: Setup Environment | |
| run: | | |
| pip install -e . | |
| pip install pytest pytest-benchmark | |
| - name: Run benchmarks | |
| run: | | |
| cd benchmarks/ | |
| python -m pytest --rank 0 --benchmark-json output.json | |
| - name: Store benchmark results | |
| uses: benchmark-action/github-action-benchmark@v1 | |
| if: ${{ github.ref == 'refs/heads/main' || github.event_name == 'workflow_dispatch' }} | |
| with: | |
| name: CPU Benchmark Results | |
| tool: 'pytest' | |
| output-file-path: benchmarks/output.json | |
| fail-on-alert: true | |
| alert-threshold: '200%' | |
| alert-comment-cc-users: '@vmoens' | |
| comment-on-alert: true | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| gh-pages-branch: gh-pages | |
| auto-push: true | |
| benchmark_gpu: | |
| name: GPU Pytest benchmark | |
| runs-on: linux.g5.4xlarge.nvidia.gpu | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| container: | |
| image: nvidia/cuda:12.3.0-base-ubuntu22.04 | |
| options: --gpus all | |
| 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 --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121 | |
| python -m pip install -e . | |
| python -m pip install pytest pytest-benchmark | |
| - name: check GPU presence | |
| run: | | |
| python -c """import torch | |
| assert torch.cuda.device_count() | |
| """ | |
| - name: Run benchmarks | |
| run: | | |
| cd benchmarks/ | |
| python -m pytest --rank 0 --benchmark-json output.json | |
| - name: Store benchmark results | |
| uses: benchmark-action/github-action-benchmark@v1 | |
| if: ${{ github.ref == 'refs/heads/main' || github.event_name == 'workflow_dispatch' }} | |
| with: | |
| name: GPU Benchmark Results | |
| tool: 'pytest' | |
| output-file-path: benchmarks/output.json | |
| fail-on-alert: true | |
| alert-threshold: '200%' | |
| alert-comment-cc-users: '@vmoens' | |
| comment-on-alert: true | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| gh-pages-branch: gh-pages | |
| auto-push: true |