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triton-benchmarks.yml
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name: Triton benchmarks
on:
workflow_dispatch:
inputs:
runner_label:
description: Runner label, keep empty for default
type: string
default: ""
schedule:
- cron: "5 23 * * *"
permissions: read-all
env:
PYTHON_VERSION: "3.10"
jobs:
build:
name: Triton benchmarks
runs-on:
- ${{ inputs.runner_label || 'max1550' }}
timeout-minutes: 720
defaults:
run:
shell: bash -noprofile --norc -eo pipefail -c "source /home/runner/intel/oneapi/setvars.sh > /dev/null; source {0}"
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Get LLVM commit id
run: |
LLVM_COMMIT_ID=$(<cmake/llvm-hash.txt)
echo "LLVM_COMMIT_ID=$LLVM_COMMIT_ID" >> $GITHUB_ENV
- name: Load pip cache
id: pip-cache
uses: ./.github/actions/load
with:
path: $HOME/.cache/pip
# pip cache per commit id just to minimize network traffic
key: pip-$PYTHON_VERSION-$GITHUB_SHA
- name: Install Python
uses: actions/setup-python@v5
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Install Python build dependencies
run: |
pip install wheel
- name: Setup PyTorch
uses: ./.github/actions/setup-pytorch
- name: Setup IPEX
uses: ./.github/actions/setup-ipex
- name: Generate Triton cache key
id: triton-key
run: |
COMPOSITE_KEY=$(echo $PYTHON_VERSION $LLVM_COMMIT_ID $GITHUB_SHA | sha256sum - | cut -d\ -f1)
echo "key=triton-$COMPOSITE_KEY" >> $GITHUB_OUTPUT
- name: Load Triton wheels from a cache
id: triton-cache
uses: ./.github/actions/load
with:
path: python/dist
key: ${{ steps.triton-key.outputs.key }}
- name: Build Triton wheels
if: ${{ steps.triton-cache.outputs.status == 'miss' }}
run: |
export DEBUG=1
cd python
python setup.py bdist_wheel
- name: Install Triton
run: |
pip install python/dist/*.whl
- name: Save Triton wheels to a cache
if: ${{ steps.triton-cache.outputs.status == 'miss' }}
uses: ./.github/actions/save
with:
path: ${{ steps.triton-cache.outputs.path }}
dest: ${{ steps.triton-cache.outputs.dest }}
- name: Install intel-basekit
run: |
set -ex; \
sudo apt update
sudo apt install -y gpg-agent wget
wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | sudo tee /usr/share/keyrings/oneapi-archive-keyring.gpg > /dev/null
echo "deb [signed-by=/usr/share/keyrings/oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main" | sudo tee /etc/apt/sources.list.d/oneAPI.list
sudo apt update
sudo apt-get install -y intel-basekit=2024.1.0-589
- name: Create reports dir
run: |
mkdir reports
echo "REPORTS=$PWD/reports" >> $GITHUB_ENV
- name: Install xetla benchmark
run: |
source /home/runner/intel/oneapi/mkl/2024.1/env/vars.sh
cd benchmarks
python setup.py install
- name: Run xetla benchmark
run: |
source /home/runner/intel/oneapi/mkl/2024.1/env/vars.sh
cd benchmarks/xetla_benchmark
python fused_softmax.py --reports $REPORTS
- name: Run micro benchmark
run: |
source /home/runner/intel/oneapi/mkl/2024.1/env/vars.sh
cd benchmarks/micro_benchmarks
python run_benchmarks.py --reports $REPORTS
- name: Save pip cache
if: ${{ steps.pip-cache.outputs.status == 'miss' }}
uses: ./.github/actions/save
with:
path: ${{ steps.pip-cache.outputs.path }}
dest: ${{ steps.pip-cache.outputs.dest }}
- name: Upload benchmark reports
uses: actions/upload-artifact@v4
with:
name: benchmark-reports
path: reports