Add support for reducing across the middle dimension for 3D matrices using the sum Triton kernel #2300
Workflow file for this run
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| name: TorchBench PR Test on A10G | |
| on: | |
| pull_request: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - main | |
| env: | |
| CONDA_ENV: "torchbench" | |
| DOCKER_IMAGE: "ghcr.io/pytorch/torchbench:latest" | |
| SETUP_SCRIPT: "/workspace/setup_instance.sh" | |
| HUGGING_FACE_HUB_TOKEN: ${{ secrets.HUGGING_FACE_HUB_TOKEN }} | |
| jobs: | |
| pr-test: | |
| # AWS A10G GPU instance label: linux.g5.4xlarge.nvidia.gpu | |
| # OS version: Amazon Linux 2 | |
| runs-on: [self-hosted, linux.g5.4xlarge.nvidia.gpu] | |
| timeout-minutes: 1440 # 24 hours | |
| environment: docker-s3-upload | |
| steps: | |
| - name: "[FB EMPLOYEES] Enable SSH (Click me for login details)" | |
| uses: pytorch/test-infra/.github/actions/setup-ssh@main | |
| with: | |
| github-secret: ${{ secrets.TORCHBENCH_ACCESS_TOKEN }} | |
| - name: Checkout TorchBench | |
| uses: actions/checkout@v3 | |
| with: | |
| path: benchmark | |
| - name: Pull docker image | |
| uses: pytorch/test-infra/.github/actions/pull-docker-image@main | |
| with: | |
| docker-image: ${{ env.DOCKER_IMAGE }} | |
| - name: Install NVIDIA Driver, docker runtime, set GPU_FLAG | |
| id: install-nvidia-driver | |
| uses: pytorch/test-infra/.github/actions/setup-nvidia@main | |
| - name: Install and Test TorchBench | |
| run: | | |
| container_name=$(docker run \ | |
| -e CONDA_ENV="${CONDA_ENV}" \ | |
| -e SETUP_SCRIPT="${SETUP_SCRIPT}" \ | |
| -e HUGGING_FACE_HUB_TOKEN="${HUGGING_FACE_HUB_TOKEN}" \ | |
| --tty \ | |
| --detach \ | |
| --shm-size=32gb \ | |
| -v "${PWD}/benchmark:/benchmark" \ | |
| --gpus all \ | |
| -w / \ | |
| "${{ env.DOCKER_IMAGE }}" \ | |
| tail -f /dev/null | |
| ) | |
| echo "Container name: ${container_name}" | |
| docker exec -t -w "/" "${container_name}" bash -c "sudo chown -R runner /benchmark; sudo chgrp -R runner /benchmark" | |
| docker exec -t -w "/benchmark" "${container_name}" bash /benchmark/scripts/torchbench_install.sh | |
| docker exec -t -w "/benchmark" "${container_name}" bash /benchmark/scripts/torchbench_test.sh | |
| - name: Teardown Linux | |
| uses: pytorch/test-infra/.github/actions/teardown-linux@main | |
| if: always() | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}-${{ github.event_name == 'workflow_dispatch' }} | |
| cancel-in-progress: true |