Merge pull request #48 from ROCmSoftwarePlatform/IFU-2023-11-03 #238
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# 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 Nightly 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 | |
# Cron Trigger (UTC) | |
# | |
# Based on the Conda page for PyTorch-nightly, the GPU nightly releases appear | |
# around 02:30 PST every day (roughly 2 hours after the CPU releases) | |
# | |
schedule: | |
- cron: '45 12 * * *' | |
# Manual Trigger | |
# | |
workflow_dispatch: | |
inputs: | |
publish_to_pypi: | |
description: Publish Artifact to PyPI | |
type: boolean | |
required: false | |
default: false | |
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 }} | |
# Install via PIP to avoid defaulting to the CPU variant if the GPU variant of the day is not ready | |
- name: Install PyTorch Nightly | |
run: . $PRELUDE; install_pytorch_pip $BUILD_ENV nightly 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 Nightly | |
run: . $PRELUDE; cd fbgemm_gpu; build_fbgemm_gpu_package $BUILD_ENV nightly cuda | |
- name: Upload Built Wheel as GHA Artifact | |
uses: actions/upload-artifact@v3 | |
with: | |
name: fbgemm_gpu_nightly_cuda_${{ matrix.host-machine.arch }}_${{ matrix.python-version }}_cu${{ matrix.cuda-version }}.whl | |
path: fbgemm_gpu/dist/fbgemm_gpu_nightly-*.whl | |
# Download the built artifact from GHA, test on GPU, and push to PyPI | |
test_and_publish_artifact: | |
# runs-on: linux.4xlarge.nvidia.gpu | |
# Use available instance types - https://github.com/pytorch/test-infra/blob/main/.github/scale-config.yml | |
runs-on: ${{ matrix.host-machine.instance }} | |
defaults: | |
run: | |
shell: bash | |
env: | |
PRELUDE: .github/scripts/setup_env.bash | |
BUILD_ENV: build_binary | |
ENFORCE_NVIDIA_GPU: 1 | |
strategy: | |
fail-fast: false | |
matrix: | |
host-machine: [ | |
{ arch: x86, instance: "linux.g5.4xlarge.nvidia.gpu" }, | |
] | |
python-version: [ "3.8", "3.9", "3.10", "3.11" ] | |
cuda-version: [ "11.8.0", "12.1.1" ] | |
# Specify exactly ONE CUDA version for artifact publish | |
cuda-version-publish: [ "12.1.1" ] | |
needs: build_artifact | |
steps: | |
- name: Checkout the Repository | |
uses: actions/checkout@v3 | |
with: | |
submodules: true | |
- name: Download Wheel Artifact from GHA | |
uses: actions/download-artifact@v3 | |
with: | |
name: fbgemm_gpu_nightly_cuda_${{ matrix.host-machine.arch }}_${{ matrix.python-version }}_cu${{ matrix.cuda-version }}.whl | |
# Use PyTorch test infrastructure action - https://github.com/pytorch/test-infra/blob/main/.github/actions/setup-nvidia/action.yml | |
- 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 }} | |
# Install via PIP to avoid defaulting to the CPU variant if the GPU variant of the day is not ready | |
- name: Install PyTorch Nightly | |
run: . $PRELUDE; install_pytorch_pip $BUILD_ENV nightly cuda ${{ matrix.cuda-version }} | |
- name: Prepare FBGEMM_GPU Build | |
run: . $PRELUDE; cd fbgemm_gpu; prepare_fbgemm_gpu_build $BUILD_ENV | |
- name: Install FBGEMM_GPU Nightly | |
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 Nightly Binary to PYPI | |
if: ${{ (github.event_name == 'schedule' && matrix.cuda-version == matrix.cuda-version-publish) || (github.event_name == 'workflow_dispatch' && github.event.inputs.publish_to_pypi == 'true' && matrix.cuda-version == matrix.cuda-version-publish) }} | |
env: | |
PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }} | |
run: . $PRELUDE; publish_to_pypi $BUILD_ENV fbgemm_gpu_nightly-*.whl "$PYPI_TOKEN" |