Merge pull request #47 from ROCmSoftwarePlatform/IFU-2023-10-26 #22
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Copyright (c) Meta Platforms, Inc. and affiliates. | |
# All rights reserved. | |
# This source code is licensed under the BSD-style license found in the | |
# LICENSE file in the root directory of this source tree. | |
name: FBGEMM_GPU-CUDA Release Build | |
on: | |
# PR Trigger (enabled for regression checks and debugging) | |
# | |
pull_request: | |
branches: | |
- main | |
# Push Trigger (enable to catch errors coming out of multiple merges) | |
# | |
push: | |
branches: | |
- main | |
# Manual Trigger | |
# | |
workflow_dispatch: | |
inputs: | |
publish_to_pypi: | |
description: Publish Artifact to PyPI | |
type: boolean | |
required: false | |
default: false | |
cuda_version: | |
description: CUDA Version to Use for PyPI Publishing | |
type: choice | |
required: false | |
options: [ "11.8.0", "12.1.1" ] | |
default: "12.1.1" | |
pytorch_channel: | |
description: PyTorch Package Channel | |
type: choice | |
required: false | |
options: [ "test", "release" ] | |
default: "test" | |
concurrency: | |
# Cancel previous runs in the PR if a new commit is pushed | |
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | |
cancel-in-progress: true | |
jobs: | |
# Build on CPU hosts and upload to GHA | |
build_artifact: | |
runs-on: ${{ matrix.host-machine.instance }} | |
container: | |
image: amazonlinux:2023 | |
options: --user root | |
defaults: | |
run: | |
shell: bash | |
env: | |
PRELUDE: .github/scripts/setup_env.bash | |
BUILD_ENV: build_binary | |
continue-on-error: true | |
strategy: | |
# Don't fast-fail all the other builds if one of the them fails | |
fail-fast: false | |
matrix: | |
host-machine: [ | |
{ arch: x86, instance: "linux.24xlarge" }, | |
] | |
python-version: [ "3.8", "3.9", "3.10", "3.11" ] | |
cuda-version: [ "11.8.0", "12.1.1" ] | |
steps: | |
- name: Setup Build Container | |
run: yum update -y; yum install -y binutils findutils git pciutils sudo tar wget which | |
- name: Checkout the Repository | |
uses: actions/checkout@v3 | |
with: | |
submodules: true | |
- name: Display System Info | |
run: . $PRELUDE; print_system_info | |
- name: Display GPU Info | |
run: . $PRELUDE; print_gpu_info | |
- name: Setup Miniconda | |
run: . $PRELUDE; setup_miniconda $HOME/miniconda | |
- name: Create Conda Environment | |
run: . $PRELUDE; create_conda_environment $BUILD_ENV ${{ matrix.python-version }} | |
- name: Install C/C++ Compilers | |
run: . $PRELUDE; install_cxx_compiler $BUILD_ENV | |
- name: Install Build Tools | |
run: . $PRELUDE; install_build_tools $BUILD_ENV | |
- name: Install CUDA | |
run: . $PRELUDE; install_cuda $BUILD_ENV ${{ matrix.cuda-version }} | |
- name: Install PyTorch Test | |
run: . $PRELUDE; install_pytorch_pip $BUILD_ENV ${{ github.event.inputs.pytorch_channel || 'test' }} cuda ${{ matrix.cuda-version }} | |
- name: Install cuDNN | |
run: . $PRELUDE; install_cudnn $BUILD_ENV "$(pwd)/build_only/cudnn" ${{ matrix.cuda-version }} | |
- name: Prepare FBGEMM_GPU Build | |
run: . $PRELUDE; cd fbgemm_gpu; prepare_fbgemm_gpu_build $BUILD_ENV | |
- name: Build FBGEMM_GPU | |
run: . $PRELUDE; cd fbgemm_gpu; build_fbgemm_gpu_package $BUILD_ENV release cuda | |
- name: Upload Built Wheel as GHA Artifact | |
uses: actions/upload-artifact@v3 | |
with: | |
name: fbgemm_gpu_release_cuda_${{ matrix.host-machine.arch }}_${{ matrix.python-version }}_cu${{ matrix.cuda-version }}.whl | |
path: fbgemm_gpu/dist/fbgemm_gpu-*.whl | |
# Download the built artifact from GHA, test on GPU, and push to PyPI | |
test_and_publish_artifact: | |
runs-on: ${{ matrix.host-machine.instance }} | |
defaults: | |
run: | |
shell: bash | |
env: | |
PRELUDE: .github/scripts/setup_env.bash | |
BUILD_ENV: build_binary | |
ENFORCE_NVIDIA_GPU: 1 | |
strategy: | |
fail-fast: false | |
matrix: | |
host-machine: [ | |
{ arch: x86, instance: "linux.g5.4xlarge.nvidia.gpu" }, | |
] | |
python-version: [ "3.8", "3.9", "3.10", "3.11" ] | |
cuda-version: [ "11.8.0", "12.1.1" ] | |
needs: build_artifact | |
steps: | |
- name: Checkout the Repository | |
uses: actions/checkout@v3 | |
with: | |
submodules: true | |
- name: Download Wheel Artifact from GHA | |
uses: actions/download-artifact@v3 | |
with: | |
name: fbgemm_gpu_release_cuda_${{ matrix.host-machine.arch }}_${{ matrix.python-version }}_cu${{ matrix.cuda-version }}.whl | |
- name: Install NVIDIA Drivers and NVIDIA-Docker Runtime | |
uses: pytorch/test-infra/.github/actions/setup-nvidia@main | |
- name: Display System Info | |
run: . $PRELUDE; print_system_info; print_ec2_info | |
- name: Display GPU Info | |
run: . $PRELUDE; print_gpu_info | |
- name: Setup Miniconda | |
run: . $PRELUDE; setup_miniconda $HOME/miniconda | |
- name: Create Conda Environment | |
run: . $PRELUDE; create_conda_environment $BUILD_ENV ${{ matrix.python-version }} | |
- name: Install CUDA | |
run: . $PRELUDE; install_cuda $BUILD_ENV ${{ matrix.cuda-version }} | |
- name: Install PyTorch Test | |
run: . $PRELUDE; install_pytorch_pip $BUILD_ENV ${{ github.event.inputs.pytorch_channel || 'test' }} cuda ${{ matrix.cuda-version }} | |
- name: Prepare FBGEMM_GPU Build | |
run: . $PRELUDE; cd fbgemm_gpu; prepare_fbgemm_gpu_build $BUILD_ENV | |
- name: Install FBGEMM_GPU | |
run: . $PRELUDE; install_fbgemm_gpu_wheel $BUILD_ENV *.whl | |
- name: Test with PyTest | |
timeout-minutes: 15 | |
run: . $PRELUDE; cd fbgemm_gpu/test; run_fbgemm_gpu_tests $BUILD_ENV | |
- name: Push FBGEMM_GPU Binary to PYPI | |
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.publish_to_pypi == 'true' && matrix.cuda-version == github.event.inputs.cuda_version }} | |
env: | |
PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }} | |
run: . $PRELUDE; publish_to_pypi $BUILD_ENV fbgemm_gpu-*.whl "$PYPI_TOKEN" |