[Feature] Make benchmarked losses compatible with torch.compile #6703
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: | |
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: 3.9 | |
- name: Setup Environment | |
run: | | |
python3 -m pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu -U | |
python3 -m pip install git+https://github.com/pytorch/tensordict | |
python3 setup.py develop | |
python3 -m pip install pytest pytest-benchmark | |
python3 -m pip install "gym[accept-rom-license,atari]" | |
python3 -m pip install "dm_control" "mujoco" | |
export TD_GET_DEFAULTS_TO_NONE=1 | |
- name: Run benchmarks | |
run: | | |
cd benchmarks/ | |
export TORCHDYNAMO_INLINE_INBUILT_NN_MODULES=1 | |
python -m pytest --benchmark-json output.json | |
- name: Store benchmark results | |
if: ${{ github.ref == 'refs/heads/main' || github.event_name == 'workflow_dispatch' }} | |
uses: benchmark-action/github-action-benchmark@v1 | |
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: Install deps | |
run: | | |
export TZ=Europe/London | |
export DEBIAN_FRONTEND=noninteractive # tzdata bug | |
apt-get update -y | |
apt-get install software-properties-common -y | |
add-apt-repository ppa:git-core/candidate -y | |
apt-get update -y | |
apt-get upgrade -y | |
apt-get -y install libglu1-mesa libgl1-mesa-glx libosmesa6 gcc curl g++ unzip wget libglfw3-dev libgles2-mesa-dev libglew-dev sudo git cmake libz-dev | |
- name: Check ldd --version | |
run: ldd --version | |
- name: Checkout | |
uses: actions/checkout@v3 | |
- name: Python Setup | |
uses: actions/setup-python@v4 | |
with: | |
python-version: 3.9 | |
- name: Setup git | |
run: git config --global --add safe.directory /__w/rl/rl | |
- name: setup Path | |
run: | | |
echo /usr/local/bin >> $GITHUB_PATH | |
- name: Setup Environment | |
run: | | |
python3 -m pip install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu121 -U | |
python3 -m pip install git+https://github.com/pytorch/tensordict | |
python3 setup.py develop | |
python3 -m pip install pytest pytest-benchmark | |
python3 -m pip install "gym[accept-rom-license,atari]" | |
python3 -m pip install "dm_control" "mujoco" | |
export TD_GET_DEFAULTS_TO_NONE=1 | |
- name: check GPU presence | |
run: | | |
python -c """import torch | |
assert torch.cuda.device_count() | |
""" | |
- name: Run benchmarks | |
run: | | |
cd benchmarks/ | |
export TORCHDYNAMO_INLINE_INBUILT_NN_MODULES=1 | |
python3 -m pytest --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 |