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test-models.yml
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# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
name: Validate Models on Shark Runtime
on:
push:
branches: [ main ]
paths-ignore:
- '**.md'
- 'shark/examples/**'
pull_request:
branches: [ main ]
paths-ignore:
- '**.md'
- 'shark/examples/**'
workflow_dispatch:
# Ensure that only a single job or workflow using the same
# concurrency group will run at a time. This would cancel
# any in-progress jobs in the same github workflow and github
# ref (e.g. refs/heads/main or refs/pull/<pr_number>/merge).
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
jobs:
build-validate:
strategy:
fail-fast: true
matrix:
os: [7950x, icelake, a100, MacStudio, ubuntu-latest]
suite: [cpu,cuda,vulkan]
python-version: ["3.11"]
include:
- os: ubuntu-latest
suite: lint
exclude:
- os: ubuntu-latest
suite: vulkan
- os: ubuntu-latest
suite: cuda
- os: ubuntu-latest
suite: cpu
- os: MacStudio
suite: cuda
- os: MacStudio
suite: cpu
- os: icelake
suite: vulkan
- os: icelake
suite: cuda
- os: a100
suite: cpu
- os: 7950x
suite: cpu
- os: 7950x
suite: cuda
runs-on: ${{ matrix.os }}
steps:
- uses: actions/checkout@v3
- name: Set Environment Variables
if: matrix.os != '7950x'
run: |
echo "SHORT_SHA=`git rev-parse --short=4 HEAD`" >> $GITHUB_ENV
echo "DATE=$(date +'%Y-%m-%d')" >> $GITHUB_ENV
- name: Set up Python Version File ${{ matrix.python-version }}
if: matrix.os == 'a100' || matrix.os == 'ubuntu-latest' || matrix.os == 'icelake'
run: |
# See https://github.com/actions/setup-python/issues/433
echo ${{ matrix.python-version }} >> $GITHUB_WORKSPACE/.python-version
- name: Set up Python ${{ matrix.python-version }}
if: matrix.os == 'a100' || matrix.os == 'ubuntu-latest' || matrix.os == 'icelake'
uses: actions/setup-python@v4
with:
python-version: '${{ matrix.python-version }}'
#cache: 'pip'
#cache-dependency-path: |
# **/requirements-importer.txt
# **/requirements.txt
- name: Install dependencies
if: matrix.suite == 'lint'
run: |
python -m pip install --upgrade pip
python -m pip install flake8 pytest toml black
- name: Lint with flake8
if: matrix.suite == 'lint'
run: |
# black format check
black --version
black --check .
# stop the build if there are Python syntax errors or undefined names
flake8 . --statistics
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
flake8 . --isolated --count --exit-zero --max-complexity=10 --max-line-length=127 \
--statistics --exclude lit.cfg.py
- name: Validate Models on CPU
if: matrix.suite == 'cpu'
run: |
cd $GITHUB_WORKSPACE
PYTHON=python${{ matrix.python-version }} IMPORTER=1 ./setup_venv.sh
source shark.venv/bin/activate
pytest --forked --benchmark=native --ci --ci_sha=${SHORT_SHA} --update_tank --tank_url="gs://shark_tank/nightly/" -k cpu
gsutil cp ./bench_results.csv gs://shark-public/builder/bench_results/${DATE}/bench_results_cpu_${SHORT_SHA}.csv
gsutil cp gs://shark-public/builder/bench_results/${DATE}/bench_results_cpu_${SHORT_SHA}.csv gs://shark-public/builder/bench_results/latest/bench_results_cpu_latest.csv
- name: Validate Models on NVIDIA GPU
if: matrix.suite == 'cuda'
run: |
cd $GITHUB_WORKSPACE
PYTHON=python${{ matrix.python-version }} ./setup_venv.sh
source shark.venv/bin/activate
pytest --forked --benchmark=native --ci --ci_sha=${SHORT_SHA} --update_tank --tank_url="gs://shark_tank/nightly/" -k cuda
gsutil cp ./bench_results.csv gs://shark-public/builder/bench_results/${DATE}/bench_results_cuda_${SHORT_SHA}.csv
gsutil cp gs://shark-public/builder/bench_results/${DATE}/bench_results_cuda_${SHORT_SHA}.csv gs://shark-public/builder/bench_results/latest/bench_results_cuda_latest.csv
# Disabled due to black image bug
# python build_tools/stable_diffusion_testing.py --device=cuda
- name: Validate Vulkan Models (MacOS)
if: matrix.suite == 'vulkan' && matrix.os == 'MacStudio'
run: |
cd $GITHUB_WORKSPACE
PYTHON=python${{ matrix.python-version }} ./setup_venv.sh
source shark.venv/bin/activate
export DYLD_LIBRARY_PATH=/usr/local/lib/
echo $PATH
pip list | grep -E "torch|iree"
pytest --ci --ci_sha=${SHORT_SHA} --local_tank_cache="/Volumes/builder/anush/shark_cache" --tank_url="gs://shark_tank/nightly/" -k vulkan
- name: Validate Vulkan Models (a100)
if: matrix.suite == 'vulkan' && matrix.os == 'a100'
run: |
cd $GITHUB_WORKSPACE
PYTHON=python${{ matrix.python-version }} ./setup_venv.sh
source shark.venv/bin/activate
pytest --forked --benchmark="native" --ci --ci_sha=${SHORT_SHA} --update_tank --tank_url="gs://shark_tank/nightly/" -k vulkan
python build_tools/stable_diffusion_testing.py --device=vulkan
- name: Validate Vulkan Models (Windows)
if: matrix.suite == 'vulkan' && matrix.os == '7950x'
run: |
./setup_venv.ps1
pytest -k vulkan -s --ci
- name: Validate Stable Diffusion Models (Windows)
if: matrix.suite == 'vulkan' && matrix.os == '7950x'
run: |
./setup_venv.ps1
python process_skipfiles.py
pyinstaller .\apps\stable_diffusion\shark_sd.spec
python build_tools/stable_diffusion_testing.py --device=vulkan