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ColossalAI/.github/workflows/compatibility_test.yml

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name: Compatibility Test
on: workflow_dispatch
jobs:
build:
name: Test for PyTorch compatibility
if: github.base_ref == 'main' && github.repository == 'hpcaitech/ColossalAI'
runs-on: [self-hosted, aws]
strategy:
fail-fast: false
matrix:
# 20.07: PyTorch 1.6.0a0+9907a3e + Python 3.6
# 20.10: PyTorch 1.7.0a0+7036e91 + Python 3.8
# 20.12: PyTorch 1.8.0a0+1606899 + Python 3.8
# 21.06: PyTorch 1.9.0a0+c3d40fd + Python 3.8
container: ["frankleeeee/pytorch-cuda:1.9.0-11.1.1",
"frankleeeee/pytorch-cuda:1.8.1-11.1.1",
"frankleeeee/pytorch-cuda:1.7.1-11.0.3",
"frankleeeee/pytorch-cuda:1.6.0-10.2"]
container:
image: ${{ matrix.container }}
options: --gpus all --rm --ipc=host -v /data/scratch/cifar-10:/data/scratch/cifar-10
timeout-minutes: 120
steps:
- name: Install dependencies
run: |
pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
pip install -U pip setuptools wheel --user
pip install pytest tensorboard deepspeed apex
- uses: actions/checkout@v2
- name: Install Colossal-AI
run: |
pip install -r requirements/requirements.txt
pip install -v --no-cache-dir .
- name: Unit Testing
run: |
PYTHONPATH=$PWD pytest tests
env:
DATA: /data/scratch/cifar-10