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gpu-ci.yml
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name: "gpu-ci"
on:
push:
branches:
- "inference"
paths:
- "cmake/**"
- "config/**"
- "deps/**"
- "python/**"
- "setup.py"
- "include/**"
- "src/**"
- ".github/workflows/gpu-ci.yml"
- "tests/cpp_gpu_tests.sh"
- "tests/multi_gpu_tests.sh"
- "tests/python_interface_test.sh"
workflow_dispatch:
concurrency:
group: gpu-ci-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
jobs:
gpu-ci-concierge:
name: GPU CI Concierge
runs-on: ubuntu-20.04
env:
FLEXFLOW_TOKEN: ${{ secrets.GITHUB_TOKEN }}
steps:
- name: Checkout Git Repository
uses: actions/checkout@v3
- name: Wait for daemon to be done
run: |
pip3 install pip --upgrade
pip3 install pyopenssl --upgrade
pip3 install pygithub
python3 .github/workflows/helpers/gpu_ci_helper.py
python-interface-check:
name: Check Python Interface
runs-on: self-hosted
defaults:
run:
shell: bash -l {0} # required to use an activated conda environment
env:
CONDA: "3"
needs: gpu-ci-concierge
container:
image: ghcr.io/flexflow/flexflow-environment-cuda-11.8:latest
options: --gpus all --shm-size=8192m
steps:
- name: Install updated git version
run: sudo add-apt-repository ppa:git-core/ppa -y && sudo apt update -y && sudo apt install -y --no-install-recommends git
- name: Checkout Git Repository
uses: actions/checkout@v3
with:
submodules: recursive
- name: Install conda and FlexFlow dependencies
uses: conda-incubator/setup-miniconda@v2
with:
miniconda-version: "latest"
activate-environment: flexflow
environment-file: conda/flexflow-cpu.yml
auto-activate-base: false
auto-update-conda: false
- name: Install conda and Pytorch dependencies for pytorch alignment test
run: |
conda env create -f conda/pytorch-gpu.yml
- name: Build FlexFlow
run: |
export PATH=$CONDA_PREFIX/bin:$PATH
export FF_HOME=$(pwd)
export FF_USE_PREBUILT_LEGION=OFF
mkdir build
cd build
../config/config.linux
make -j
- name: Check FlexFlow Python interface (before installation)
run: |
export PATH=$CONDA_PREFIX/bin:$PATH
export FF_HOME=$(pwd)
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$CONDA_PREFIX/lib
./tests/python_interface_test.sh before-installation
- name: Install FlexFlow
run: |
export PATH=$CONDA_PREFIX/bin:$PATH
export FF_HOME=$(pwd)
cd build
../config/config.linux
make install
ldconfig
- name: Check FlexFlow Python interface (after installation)
run: |
export PATH=$CONDA_PREFIX/bin:$PATH
export FF_HOME=$(pwd)
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$CONDA_PREFIX/lib
./tests/python_interface_test.sh after-installation
- name: Run flexflow alignment with pytorch
run: |
# run alingment tests
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$CONDA_PREFIX/lib
./tests/align/test_all_operators.sh
gpu-ci-flexflow:
name: Single Machine, Multiple GPUs Tests
runs-on: self-hosted
needs: python-interface-check
container:
image: ghcr.io/flexflow/flexflow-environment-cuda-11.8:latest
options: --gpus all --shm-size=8192m
steps:
- name: Install updated git version
run: sudo add-apt-repository ppa:git-core/ppa -y && sudo apt update -y && sudo apt install -y --no-install-recommends git
- name: Checkout Git Repository
uses: actions/checkout@v3
with:
submodules: recursive
- name: Build and Install FlexFlow
run: |
export PATH=/opt/conda/bin:$PATH
export FF_HOME=$(pwd)
export FF_BUILD_ALL_EXAMPLES=ON
export FF_USE_PREBUILT_LEGION=OFF
pip install . --verbose
- name: Check FlexFlow Python interface (pip)
run: |
export PATH=/opt/conda/bin:$PATH
export FF_HOME=$(pwd)
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/conda/lib
./tests/python_interface_test.sh after-installation
- name: Run multi-gpu tests
run: |
export PATH=/opt/conda/bin:$PATH
export CUDNN_DIR=/usr/local/cuda
export CUDA_DIR=/usr/local/cuda
export FF_HOME=$(pwd)
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/conda/lib
# C++ tests
./tests/cpp_gpu_tests.sh 4
# Python tests
./tests/multi_gpu_tests.sh 4