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Triton Kernel Benchmarking #97

Triton Kernel Benchmarking

Triton Kernel Benchmarking #97

Workflow file for this run

name: Triton Kernel Benchmarking
on:
pull_request:
types: [opened, synchronize]
workflow_dispatch:
schedule:
# Runs at 12:00 PM UTC, which is 5:00 AM PST
- cron: '0 12 * * *'
concurrency:
# A PR number if a pull request and otherwise the commit hash. This cancels
# queued and in-progress runs for the same PR (presubmit) or commit
# (postsubmit). The workflow name is prepended to avoid conflicts between
# different workflows.
group: ${{ github.workflow }}-${{ github.event.number || github.sha }}
cancel-in-progress: true
jobs:
kernel-bench:
runs-on: amdgpu-mi250-x86-64
env:
KERNEL_VENV_DIR: /groups/aig_sharks/triton_bench
steps:
- name: Checkout Repo
uses: actions/checkout@v4
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: "3.11"
- name : Set Test File
run: |
python3.11 ci-tools/parse.py --test "${{ github.event.pull_request.body }}"
- name: Setup Triton Python Venv
run: |
python3.11 -m venv ${KERNEL_VENV_DIR}
source ${KERNEL_VENV_DIR}/bin/activate
pip install --upgrade pip
pip install --pre pytorch-triton-rocm==3.1.0+cf34004b8a torch==2.6.0.dev20241023+rocm6.2 --index-url https://download.pytorch.org/whl/nightly/rocm6.2
pip install pytest-xdist
pip install -r requirements.txt
- name: Run Kernel Benchmarking
run: |
source ${KERNEL_VENV_DIR}/bin/activate
pip freeze
pytest kernels/${{ env.TEST_FILE }} -s -n 4
- uses: actions/upload-artifact@master
with:
name: perf-artifacts
path: ./perf-artifacts/**/*.csv