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build_wheels_release_rocmtest.yml
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name: Build Wheels & Release
on:
workflow_dispatch:
inputs:
release:
description: 'Release? 1 = yes, 0 = no'
default: '0'
required: true
type: string
permissions:
contents: write
jobs:
build_wheels:
name: ${{ matrix.os }} Python=${{ matrix.pyver }} CUDA=${{ matrix.cuda }} ROCm=${{ matrix.rocm }} Torch=${{ matrix.torch }}
runs-on: ${{ matrix.os }}
strategy:
matrix:
include:
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.8', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.8', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.8', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.9', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.9', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.9', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.10', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.10', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.10', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.11', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.11', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.11', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.8', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.8', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.8', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.9', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.9', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.9', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.10', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.10', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.10', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.11', cuda: '11.7.0', rocm: '', torch: '2.0.1', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.11', cuda: '11.8.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.11', cuda: '12.1.0', rocm: '', torch: '2.3.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
- { artname: 'wheel', os: ubuntu-20.04, pyver: '3.9', cuda: '', rocm: '5.6', torch: '2.2.2', cudaarch: '' }
- { artname: 'wheel', os: ubuntu-20.04, pyver: '3.9', cuda: '', rocm: '6.0', torch: '2.3.0', cudaarch: '' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.10', cuda: '', rocm: '5.6', torch: '2.2.2', cudaarch: '' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.10', cuda: '', rocm: '6.0', torch: '2.3.0', cudaarch: '' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.11', cuda: '', rocm: '5.6', torch: '2.2.2', cudaarch: '' }
# - { artname: 'wheel', os: ubuntu-20.04, pyver: '3.11', cuda: '', rocm: '6.0', torch: '2.3.0', cudaarch: '' }
# sdist
# - { artname: 'sdist', os: ubuntu-20.04, pyver: '3.11', cuda: '', rocm: '', torch: '2.3.0', cudaarch: '' }
# Extra Torch 2.2 wheels for Windows until PyTorch resolves the shm.dll issue
# - { artname: 'wheel', os: windows-latest, pyver: '3.8', cuda: '11.8.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.8', cuda: '12.1.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.9', cuda: '11.8.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.9', cuda: '12.1.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.10', cuda: '11.8.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.10', cuda: '12.1.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.11', cuda: '11.8.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
# - { artname: 'wheel', os: windows-latest, pyver: '3.11', cuda: '12.1.0', rocm: '', torch: '2.2.0', cudaarch: '6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX' }
defaults:
run:
shell: pwsh
steps:
# Free disk space
- name: Free Disk Space
uses: jlumbroso/free-disk-space@v1.3.1
if: runner.os == 'Linux'
with:
tool-cache: true
android: true
dotnet: true
haskell: true
large-packages: false
swap-storage: true
# Setup Python
- uses: actions/checkout@v3
- uses: actions/setup-python@v3
with:
python-version: ${{ matrix.pyver }}
# Get version string from package
- name: Get version string
id: package_version
run: |
$versionString = Get-Content $(Join-Path 'exllamav2' 'version.py') -raw
if ($versionString -match '__version__ = "(\d+\.(?:\d+\.?(?:dev\d+)?)*)"')
{
Write-Output $('::notice file=build-wheels-release.yml,line=200,title=Package Version::Detected package version is: {0}' -f $Matches[1])
Write-Output "PACKAGE_VERSION=$($Matches[1])" >> "$env:GITHUB_OUTPUT"
}
else
{
Write-Output '::error file=build-wheels-release.yml,line=203::Could not parse version from exllamav2/version.py! You must upload wheels manually!'
Write-Output "PACKAGE_VERSION=None" >> "$env:GITHUB_OUTPUT"
}
# Install ROCm SDK, apparently needs to happen before setting up Python
- name: Build for ROCm
if: matrix.rocm != ''
shell: bash
run: |
# --- Install ROCm SDK
export ROCM_VERSION=${{ matrix.rocm }}
export TORCH_VERSION=${{ matrix.torch }}
[ ! -d /etc/apt/keyrings ] && sudo mkdir --parents --mode=0755 /etc/apt/keyrings
wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/$ROCM_VERSION focal main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
sudo apt update
sudo apt install rocm-hip-sdk -y
sudo apt clean -y
echo "/opt/rocm/bin" >> $GITHUB_PATH
echo "ROCM_PATH=/opt/rocm" >> $GITHUB_ENV
echo "ROCM_VERSION=$ROCM_VERSION" >> $GITHUB_ENV
echo "USE_ROCM=1" >> $GITHUB_ENV
# --- Install dependencies
pip3 install torch==${{ matrix.torch }} --index-url="https://download.pytorch.org/whl/rocm$ROCM_VERSION"
pip3 install --upgrade build wheel safetensors sentencepiece ninja
pip3 cache purge
# --- Build wheel
python3 -m build -n --wheel -C--build-option=egg_info "-C--build-option=--tag-build=+rocm${{ matrix.rocm }}-torch${{ matrix.torch }}"
# Build for CUDA
- name: Setup Mamba
if: matrix.cuda != ''
uses: conda-incubator/setup-miniconda@v2.3.0
with:
activate-environment: "build"
python-version: ${{ matrix.pyver }}
miniforge-variant: Mambaforge
miniforge-version: latest
use-mamba: true
add-pip-as-python-dependency: true
auto-activate-base: false
- name: Build for CUDA
if: matrix.cuda != ''
run: |
# --- Install CUDA using Conda
$cudaVersion = '${{ matrix.cuda }}'
$cudaVersionPytorch = '${{ matrix.cuda }}'.Remove('${{ matrix.cuda }}'.LastIndexOf('.')).Replace('.','')
$cudaChannels = ''
$cudaNum = [int]$cudaVersion.substring($cudaVersion.LastIndexOf('.')+1)
while ($cudaNum -ge 0) { $cudaChannels += '-c nvidia/label/cuda-' + $cudaVersion.Remove($cudaVersion.LastIndexOf('.')+1) + $cudaNum + ' '; $cudaNum-- }
mamba install -y 'cuda' $cudaChannels.TrimEnd().Split()
if (!(mamba list cuda)[-1].contains('cuda')) {sleep -s 10; mamba install -y 'cuda' $cudaChannels.TrimEnd().Split()}
if (!(mamba list cuda)[-1].contains('cuda')) {throw 'CUDA Toolkit failed to install!'}
$env:CUDA_PATH = $env:CONDA_PREFIX
$env:CUDA_HOME = $env:CONDA_PREFIX
if ($IsLinux) {$env:LD_LIBRARY_PATH = $env:CONDA_PREFIX + '/lib:' + $env:LD_LIBRARY_PATH}
# --- Install dependencies
python -m pip install torch==${{ matrix.torch }} --index-url https://download.pytorch.org/whl/cu$cudaVersionPytorch
python -m pip install --upgrade setuptools==65.5.1
python -m pip install --upgrade build wheel safetensors sentencepiece ninja
# --- Build wheel
$BUILDTAG = "+cu$cudaVersionPytorch-torch${{ matrix.torch }}"
$env:TORCH_CUDA_ARCH_LIST = '${{ matrix.cudaarch }}'
python -m build -n --wheel -C--build-option=egg_info "-C--build-option=--tag-build=$BUILDTAG"
# Build sdist
- name: Build sdist
if: matrix.cuda == '' && matrix.rocm == ''
run: |
# --- Install dependencies
python -m pip install torch==${{ matrix.torch }} --index-url https://download.pytorch.org/whl/cpu
python -m pip install build wheel ninja
# --- Build wheel
$env:EXLLAMA_NOCOMPILE=1
python -m build -n
# Upload files
- uses: actions/upload-artifact@v3
if: matrix.artname == 'wheel'
with:
name: 'wheel'
path: ./dist/*
- uses: actions/upload-artifact@v3
if: matrix.artname == 'sdist'
with:
name: 'sdist'
path: ./dist/*
- name: Upload files to GitHub release
if: steps.package_version.outputs.PACKAGE_VERSION != 'None' && inputs.release == '1'
uses: svenstaro/upload-release-action@2.6.1
with:
file: ./dist/*.whl
tag: ${{ format('v{0}', steps.package_version.outputs.PACKAGE_VERSION) }}
file_glob: true
overwrite: true
release_name: ${{ steps.package_version.outputs.PACKAGE_VERSION }}