mirror of
https://github.com/BillyOutlast/flash-attention-prebuild-wheels-rocm.git
synced 2026-07-01 01:37:53 -04:00
update
This commit is contained in:
Junya Morioka
+196
-196
@@ -21,13 +21,13 @@ jobs:
|
||||
|
||||
| Flash-Attention | Python | PyTorch | CUDA |
|
||||
| --- | --- | --- | --- |
|
||||
| 2.8.0 | 3.10, 3.11, 3.12 | 2.4.1, 2.5.1, 2.6.0, 2.7.1 | 12.4.1, 12.8.1 |
|
||||
| 2.8.1 | 3.10, 3.11, 3.12 | 2.4.1, 2.5.1, 2.6.0, 2.7.1 | 12.4.1, 12.8.1 |
|
||||
"
|
||||
# ## Windows x86_64
|
||||
## Windows x86_64
|
||||
|
||||
# | Flash-Attention | Python | PyTorch | CUDA |
|
||||
# | --- | --- | --- | --- |
|
||||
# | 2.8.0 | 3.10, 3.11, 3.12 | 2.4.1, 2.5.1, 2.6.0, 2.7.1 | 12.4.1, 12.8.1 |
|
||||
| Flash-Attention | Python | PyTorch | CUDA |
|
||||
| --- | --- | --- | --- |
|
||||
| 2.8.1 | 3.10, 3.11, 3.12 | 2.4.1, 2.5.1, 2.6.0, 2.7.1 | 12.4.1, 12.8.1 |
|
||||
|
||||
# #########################################################
|
||||
# Build wheels with GitHub hosted runner
|
||||
@@ -42,11 +42,11 @@ jobs:
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
flash-attn-version: ["2.8.0"]
|
||||
flash-attn-version: ["2.8.1"]
|
||||
python-version: ["3.10", "3.11", "3.12"]
|
||||
torch-version: ["2.4.1", "2.5.1", "2.6.0", "2.7.1"]
|
||||
# https://developer.nvidia.com/cuda-toolkit-archive
|
||||
cuda-version: ["12.4.1"]
|
||||
cuda-version: ["12.4.1", "12.8.1"]
|
||||
exclude:
|
||||
# torch < 2.2 does not support Python 3.12
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||||
- python-version: "3.12"
|
||||
@@ -144,163 +144,19 @@ jobs:
|
||||
# #########################################################
|
||||
# Build wheels with self-hosted runner
|
||||
# #########################################################
|
||||
build_wheels_self_hosted:
|
||||
name: Build wheels and Upload (Linux x86_64, self-hosted runner)
|
||||
needs: create_releases
|
||||
runs-on: self-hosted
|
||||
container:
|
||||
image: ubuntu:22.04
|
||||
defaults:
|
||||
run:
|
||||
shell: bash
|
||||
env:
|
||||
DEBIAN_FRONTEND: noninteractive
|
||||
TERM: xterm-256color
|
||||
timeout-minutes: 2000
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
flash-attn-version: ["2.8.0"]
|
||||
python-version: ["3.10", "3.11", "3.12"]
|
||||
torch-version: ["2.4.1", "2.5.1", "2.6.0", "2.7.1"]
|
||||
# https://developer.nvidia.com/cuda-toolkit-archive
|
||||
cuda-version: ["12.8.1"]
|
||||
exclude:
|
||||
# torch < 2.2 does not support Python 3.12
|
||||
- python-version: "3.12"
|
||||
torch-version: "2.0.1"
|
||||
- python-version: "3.12"
|
||||
torch-version: "2.1.2"
|
||||
# torch 2.0.1 does not support CUDA 12.x
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.1.1"
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.4.1"
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.6.3"
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.8.1"
|
||||
# torch 2.6.0 does not support CUDA 12.1
|
||||
- torch-version: "2.6.0"
|
||||
cuda-version: "12.1.1"
|
||||
# torch 2.7.0 does not support CUDA 12.4
|
||||
- torch-version: "2.7.0"
|
||||
cuda-version: "12.4.1"
|
||||
steps:
|
||||
- name: Install tools
|
||||
shell: bash
|
||||
run: |
|
||||
apt-get update && apt-get install -y --no-install-recommends \
|
||||
curl \
|
||||
ca-certificates \
|
||||
sudo \
|
||||
software-properties-common \
|
||||
wget \
|
||||
unzip \
|
||||
zip \
|
||||
git \
|
||||
build-essential \
|
||||
gcc \
|
||||
g++ \
|
||||
clang \
|
||||
ninja-build \
|
||||
keyboard-configuration
|
||||
|
||||
- name: Install gh
|
||||
shell: bash
|
||||
run: |
|
||||
sudo mkdir -p -m 755 /etc/apt/keyrings
|
||||
out=$(mktemp)
|
||||
wget -nv -O$out https://cli.github.com/packages/githubcli-archive-keyring.gpg
|
||||
cat $out | sudo tee /etc/apt/keyrings/githubcli-archive-keyring.gpg > /dev/null
|
||||
sudo chmod go+r /etc/apt/keyrings/githubcli-archive-keyring.gpg
|
||||
echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/githubcli-archive-keyring.gpg] https://cli.github.com/packages stable main" | sudo tee /etc/apt/sources.list.d/github-cli.list > /dev/null
|
||||
sudo apt update
|
||||
sudo apt install gh -y
|
||||
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Configure Git safe directory
|
||||
shell: bash
|
||||
run: |
|
||||
git config --global --add safe.directory $(pwd)
|
||||
|
||||
- uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- uses: Jimver/cuda-toolkit@master
|
||||
with:
|
||||
cuda: ${{ matrix.cuda-version }}
|
||||
sub-packages: '["nvcc", "toolkit"]'
|
||||
method: "network"
|
||||
use-github-cache: false
|
||||
use-local-cache: false
|
||||
|
||||
- name: Install build dependencies
|
||||
shell: bash
|
||||
run: |
|
||||
sudo apt install -y ninja-build clang
|
||||
pip install -U pip setuptools==75.8.0 wheel setuptools packaging psutil
|
||||
|
||||
- name: Set environment variables
|
||||
shell: bash
|
||||
run: |
|
||||
export PATH=/usr/local/nvidia/bin:/usr/local/nvidia/lib64:$PATH
|
||||
export LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:$LD_LIBRARY_PATH
|
||||
|
||||
- name: Build wheels
|
||||
timeout-minutes: 1200
|
||||
shell: bash
|
||||
env:
|
||||
MAX_JOBS: 2
|
||||
NVCC_THREADS: 2
|
||||
run: |
|
||||
chmod +x build_linux.sh
|
||||
./build_linux.sh ${{ matrix.flash-attn-version }} ${{ matrix.python-version }} ${{ matrix.torch-version }} ${{ matrix.cuda-version }}
|
||||
wheel_name=$(basename $(ls flash-attention/dist/*.whl | head -n 1))
|
||||
echo "wheel_name=$wheel_name" >> $GITHUB_ENV
|
||||
|
||||
- name: Install Test
|
||||
shell: bash
|
||||
run: |
|
||||
pip uninstall -y flash-attn > /dev/null 2>&1
|
||||
pip install --no-cache-dir flash-attention/dist/${{ env.wheel_name }}
|
||||
python -c "import flash_attn; print(flash_attn.__version__)"
|
||||
|
||||
- name: Upload Release Asset
|
||||
shell: bash
|
||||
env:
|
||||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
run: |
|
||||
tag_name=${{ github.ref_name }}
|
||||
wheel_path="flash-attention/dist/${{ env.wheel_name }}"
|
||||
|
||||
# Check if the file exists
|
||||
if [ ! -f "$wheel_path" ]; then
|
||||
echo "Error: Wheel file not found at $wheel_path"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Upload the release asset using GitHub CLI
|
||||
gh release upload "$tag_name" "$wheel_path" --clobber
|
||||
|
||||
echo "Successfully uploaded $wheel_name to release $tag_name"
|
||||
|
||||
- name: Clean up
|
||||
shell: bash
|
||||
if: always()
|
||||
run: |
|
||||
rm -rf /opt/hostedtoolcache/Python
|
||||
|
||||
# build_windows_wheels:
|
||||
# name: Build wheels and Upload (Windows x86_64, GitHub hosted runner)
|
||||
# runs-on: windows-latest
|
||||
# timeout-minutes: 1000
|
||||
# build_wheels_self_hosted:
|
||||
# name: Build wheels and Upload (Linux x86_64, self-hosted runner)
|
||||
# needs: create_releases
|
||||
# runs-on: self-hosted
|
||||
# container:
|
||||
# image: ubuntu:22.04
|
||||
# defaults:
|
||||
# run:
|
||||
# shell: bash
|
||||
# env:
|
||||
# MAX_JOBS: 2
|
||||
# NVCC_THREADS: 2
|
||||
# DEBIAN_FRONTEND: noninteractive
|
||||
# TERM: xterm-256color
|
||||
# timeout-minutes: 2000
|
||||
# strategy:
|
||||
# fail-fast: false
|
||||
# matrix:
|
||||
@@ -308,9 +164,7 @@ jobs:
|
||||
# python-version: ["3.10", "3.11", "3.12"]
|
||||
# torch-version: ["2.4.1", "2.5.1", "2.6.0", "2.7.1"]
|
||||
# # https://developer.nvidia.com/cuda-toolkit-archive
|
||||
# # CUDA 11.8 cannot build flash-attn.
|
||||
# # https://github.com/Dao-AILab/flash-attention/issues/595
|
||||
# cuda-version: ["12.4.1", "12.8.1"]
|
||||
# cuda-version: ["12.8.1"]
|
||||
# exclude:
|
||||
# # torch < 2.2 does not support Python 3.12
|
||||
# - python-version: "3.12"
|
||||
@@ -326,72 +180,218 @@ jobs:
|
||||
# cuda-version: "12.6.3"
|
||||
# - torch-version: "2.0.1"
|
||||
# cuda-version: "12.8.1"
|
||||
# # torch 2.6.0 does not support CUDA 12.1
|
||||
# - torch-version: "2.6.0"
|
||||
# cuda-version: "12.1.1"
|
||||
# # torch 2.7.0 does not support CUDA 12.4
|
||||
# - torch-version: "2.7.0"
|
||||
# cuda-version: "12.4.1"
|
||||
# steps:
|
||||
# - name: Install tools
|
||||
# shell: bash
|
||||
# run: |
|
||||
# apt-get update && apt-get install -y --no-install-recommends \
|
||||
# curl \
|
||||
# ca-certificates \
|
||||
# sudo \
|
||||
# software-properties-common \
|
||||
# wget \
|
||||
# unzip \
|
||||
# zip \
|
||||
# git \
|
||||
# build-essential \
|
||||
# gcc \
|
||||
# g++ \
|
||||
# clang \
|
||||
# ninja-build \
|
||||
# keyboard-configuration
|
||||
|
||||
# - name: Install gh
|
||||
# shell: bash
|
||||
# run: |
|
||||
# sudo mkdir -p -m 755 /etc/apt/keyrings
|
||||
# out=$(mktemp)
|
||||
# wget -nv -O$out https://cli.github.com/packages/githubcli-archive-keyring.gpg
|
||||
# cat $out | sudo tee /etc/apt/keyrings/githubcli-archive-keyring.gpg > /dev/null
|
||||
# sudo chmod go+r /etc/apt/keyrings/githubcli-archive-keyring.gpg
|
||||
# echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/githubcli-archive-keyring.gpg] https://cli.github.com/packages stable main" | sudo tee /etc/apt/sources.list.d/github-cli.list > /dev/null
|
||||
# sudo apt update
|
||||
# sudo apt install gh -y
|
||||
|
||||
# - uses: actions/checkout@v4
|
||||
|
||||
# - name: Enable Git long paths
|
||||
# shell: pwsh
|
||||
# run: git config --system core.longpaths true
|
||||
# - name: Configure Git safe directory
|
||||
# shell: bash
|
||||
# run: |
|
||||
# git config --global --add safe.directory $(pwd)
|
||||
|
||||
# - uses: actions/setup-python@v5
|
||||
# with:
|
||||
# python-version: ${{ matrix.python-version }}
|
||||
|
||||
# - uses: Jimver/cuda-toolkit@v0.2.24
|
||||
# - uses: Jimver/cuda-toolkit@master
|
||||
# with:
|
||||
# cuda: ${{ matrix.cuda-version }}
|
||||
# sub-packages: '["nvcc", "toolkit"]'
|
||||
# method: "network"
|
||||
# use-github-cache: false
|
||||
# use-local-cache: false
|
||||
|
||||
# - name: Install VS2022 BuildTools
|
||||
# shell: pwsh
|
||||
# run: |
|
||||
# choco install -y visualstudio2022buildtools `
|
||||
# --version=117.14.1 `
|
||||
# --params "--add Microsoft.VisualStudio.Component.VC.Tools.x86.x64"
|
||||
|
||||
# - name: Install build dependencies
|
||||
# shell: pwsh
|
||||
# shell: bash
|
||||
# run: |
|
||||
# pip install -U pip setuptools==75.8.0 wheel setuptools packaging psutil ninja
|
||||
# sudo apt install -y ninja-build clang
|
||||
# pip install -U pip setuptools==75.8.0 wheel setuptools packaging psutil
|
||||
|
||||
# - name: Set environment variables
|
||||
# shell: bash
|
||||
# run: |
|
||||
# export PATH=/usr/local/nvidia/bin:/usr/local/nvidia/lib64:$PATH
|
||||
# export LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:$LD_LIBRARY_PATH
|
||||
|
||||
# - name: Build wheels
|
||||
# shell: pwsh
|
||||
# timeout-minutes: 1200
|
||||
# shell: bash
|
||||
# env:
|
||||
# MAX_JOBS: 2
|
||||
# NVCC_THREADS: 2
|
||||
# run: |
|
||||
# .\build_windows.ps1 -FlashAttnVersion "${{ matrix.flash-attn-version }}" -PythonVersion "${{ matrix.python-version }}" -TorchVersion "${{ matrix.torch-version }}" -CudaVersion "${{ matrix.cuda-version }}"
|
||||
# $wheelName = Get-ChildItem -Path "flash-attention\dist\*.whl" | Select-Object -First 1 | ForEach-Object { $_.Name }
|
||||
# echo "wheel_name=$wheelName" >> $env:GITHUB_ENV
|
||||
# chmod +x build_linux.sh
|
||||
# ./build_linux.sh ${{ matrix.flash-attn-version }} ${{ matrix.python-version }} ${{ matrix.torch-version }} ${{ matrix.cuda-version }}
|
||||
# wheel_name=$(basename $(ls flash-attention/dist/*.whl | head -n 1))
|
||||
# echo "wheel_name=$wheel_name" >> $GITHUB_ENV
|
||||
|
||||
# - name: Install Test
|
||||
# shell: pwsh
|
||||
# shell: bash
|
||||
# run: |
|
||||
# pip install --no-cache-dir flash-attention/dist/$env:wheel_name
|
||||
# pip uninstall -y flash-attn > /dev/null 2>&1
|
||||
# pip install --no-cache-dir flash-attention/dist/${{ env.wheel_name }}
|
||||
# python -c "import flash_attn; print(flash_attn.__version__)"
|
||||
|
||||
# - name: Upload Release Asset
|
||||
# shell: pwsh
|
||||
# shell: bash
|
||||
# env:
|
||||
# GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
# run: |
|
||||
# $tag_name = "${env:GITHUB_REF}".Replace("refs/tags/", "")
|
||||
# $wheel_path = "flash-attention/dist/$env:wheel_name"
|
||||
# tag_name=${{ github.ref_name }}
|
||||
# wheel_path="flash-attention/dist/${{ env.wheel_name }}"
|
||||
|
||||
# # Check if the file exists
|
||||
# if (-not (Test-Path $wheel_path)) {
|
||||
# $tag_name = "${env:GITHUB_REF}".Replace("refs/tags/", "")
|
||||
# $wheel_path = "flash-attention/dist/$env:wheel_name"
|
||||
|
||||
# # Check if the file exists
|
||||
# if (-not (Test-Path $wheel_path)) {
|
||||
# Write-Host "Error: Wheel file not found at $wheel_path"
|
||||
# if [ ! -f "$wheel_path" ]; then
|
||||
# echo "Error: Wheel file not found at $wheel_path"
|
||||
# exit 1
|
||||
# }
|
||||
# fi
|
||||
|
||||
# # Upload the release asset using GitHub CLI
|
||||
# gh release upload "$tag_name" "$wheel_path" --clobber
|
||||
|
||||
# Write-Host "Successfully uploaded $env:wheel_name to release $tag_name"
|
||||
# echo "Successfully uploaded $wheel_name to release $tag_name"
|
||||
|
||||
# - name: Clean up
|
||||
# shell: bash
|
||||
# if: always()
|
||||
# run: |
|
||||
# rm -rf /opt/hostedtoolcache/Python
|
||||
|
||||
build_windows_wheels:
|
||||
name: Build wheels and Upload (Windows x86_64, GitHub hosted runner)
|
||||
runs-on: windows-latest
|
||||
timeout-minutes: 1000
|
||||
needs: create_releases
|
||||
env:
|
||||
MAX_JOBS: 2
|
||||
NVCC_THREADS: 2
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
flash-attn-version: ["2.8.1"]
|
||||
python-version: ["3.10", "3.11", "3.12"]
|
||||
torch-version: ["2.4.1", "2.5.1", "2.6.0", "2.7.1"]
|
||||
# https://developer.nvidia.com/cuda-toolkit-archive
|
||||
# CUDA 11.8 cannot build flash-attn.
|
||||
# https://github.com/Dao-AILab/flash-attention/issues/595
|
||||
cuda-version: ["12.4.1", "12.8.1"]
|
||||
exclude:
|
||||
# torch < 2.2 does not support Python 3.12
|
||||
- python-version: "3.12"
|
||||
torch-version: "2.0.1"
|
||||
- python-version: "3.12"
|
||||
torch-version: "2.1.2"
|
||||
# torch 2.0.1 does not support CUDA 12.x
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.1.1"
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.4.1"
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.6.3"
|
||||
- torch-version: "2.0.1"
|
||||
cuda-version: "12.8.1"
|
||||
# torch 2.7.0 does not support CUDA 12.4
|
||||
- torch-version: "2.7.0"
|
||||
cuda-version: "12.4.1"
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Enable Git long paths
|
||||
shell: pwsh
|
||||
run: git config --system core.longpaths true
|
||||
|
||||
- uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- uses: Jimver/cuda-toolkit@v0.2.24
|
||||
with:
|
||||
cuda: ${{ matrix.cuda-version }}
|
||||
method: "network"
|
||||
use-github-cache: false
|
||||
use-local-cache: false
|
||||
|
||||
- name: Install VS2022 BuildTools
|
||||
shell: pwsh
|
||||
run: |
|
||||
choco install -y visualstudio2022buildtools `
|
||||
--version=117.14.1 `
|
||||
--params "--add Microsoft.VisualStudio.Component.VC.Tools.x86.x64"
|
||||
|
||||
- name: Install build dependencies
|
||||
shell: pwsh
|
||||
run: |
|
||||
pip install -U pip setuptools==75.8.0 wheel setuptools packaging psutil ninja
|
||||
|
||||
- name: Build wheels
|
||||
shell: pwsh
|
||||
run: |
|
||||
.\build_windows.ps1 -FlashAttnVersion "${{ matrix.flash-attn-version }}" -PythonVersion "${{ matrix.python-version }}" -TorchVersion "${{ matrix.torch-version }}" -CudaVersion "${{ matrix.cuda-version }}"
|
||||
$wheelName = Get-ChildItem -Path "flash-attention\dist\*.whl" | Select-Object -First 1 | ForEach-Object { $_.Name }
|
||||
echo "wheel_name=$wheelName" >> $env:GITHUB_ENV
|
||||
|
||||
- name: Install Test
|
||||
shell: pwsh
|
||||
run: |
|
||||
pip install --no-cache-dir flash-attention/dist/$env:wheel_name
|
||||
python -c "import flash_attn; print(flash_attn.__version__)"
|
||||
|
||||
- name: Upload Release Asset
|
||||
shell: pwsh
|
||||
env:
|
||||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
run: |
|
||||
$tag_name = "${env:GITHUB_REF}".Replace("refs/tags/", "")
|
||||
$wheel_path = "flash-attention/dist/$env:wheel_name"
|
||||
|
||||
# Check if the file exists
|
||||
if (-not (Test-Path $wheel_path)) {
|
||||
$tag_name = "${env:GITHUB_REF}".Replace("refs/tags/", "")
|
||||
$wheel_path = "flash-attention/dist/$env:wheel_name"
|
||||
|
||||
# Check if the file exists
|
||||
if (-not (Test-Path $wheel_path)) {
|
||||
Write-Host "Error: Wheel file not found at $wheel_path"
|
||||
exit 1
|
||||
}
|
||||
|
||||
# Upload the release asset using GitHub CLI
|
||||
gh release upload "$tag_name" "$wheel_path" --clobber
|
||||
|
||||
Write-Host "Successfully uploaded $env:wheel_name to release $tag_name"
|
||||
|
||||
Reference in New Issue
Block a user