mirror of
https://github.com/BillyOutlast/flash-attention-prebuild-wheels-rocm.git
synced 2026-07-01 01:37:53 -04:00
Junya Morioka
7101956b00
- Fix wheel path issue caused by build_windows.ps1 changing to flash-attention directory (was causing double path like flash-attention/flash-attention/dist) - Add working-directory to Install Test and Upload steps for explicit directory control - Add log grouping (::group::) in build_windows.ps1 for collapsible logs in GitHub Actions - Suppress verbose output with pip -q, git clone -q, and NINJA_STATUS=""
87 lines
3.3 KiB
PowerShell
87 lines
3.3 KiB
PowerShell
param(
|
|
[Parameter(Mandatory=$true)]
|
|
[string]$FlashAttnVersion,
|
|
|
|
[Parameter(Mandatory=$true)]
|
|
[string]$PythonVersion,
|
|
|
|
[Parameter(Mandatory=$true)]
|
|
[string]$TorchVersion,
|
|
|
|
[Parameter(Mandatory=$true)]
|
|
[string]$CudaVersion
|
|
)
|
|
|
|
# Error handling
|
|
$ErrorActionPreference = "Stop"
|
|
|
|
Write-Host "Building Flash Attention with parameters:"
|
|
Write-Host " Flash-Attention: $FlashAttnVersion"
|
|
Write-Host " Python: $PythonVersion"
|
|
Write-Host " PyTorch: $TorchVersion"
|
|
Write-Host " CUDA: $CudaVersion"
|
|
|
|
# Set CUDA and PyTorch versions
|
|
$CudaVersionClean = $CudaVersion -replace '\.', ''
|
|
$MatrixCudaVersion = $CudaVersionClean.Substring(0, [Math]::Min(3, $CudaVersionClean.Length))
|
|
$MatrixTorchVersion = $TorchVersion -replace '^(\d+\.\d+).*', '$1'
|
|
|
|
Write-Host "Derived versions:"
|
|
Write-Host " CUDA Matrix: $MatrixCudaVersion"
|
|
Write-Host " Torch Matrix: $MatrixTorchVersion"
|
|
|
|
# Install PyTorch
|
|
$env:TORCH_CUDA_VERSION = python get_torch_cuda_version.py $MatrixCudaVersion $MatrixTorchVersion
|
|
|
|
Write-Host "::group::Installing PyTorch $TorchVersion+cu$env:TORCH_CUDA_VERSION"
|
|
if ($TorchVersion -like "*dev*") {
|
|
pip install -q --force-reinstall --no-cache-dir --pre torch==$TorchVersion --index-url https://download.pytorch.org/whl/nightly/cu$env:TORCH_CUDA_VERSION
|
|
} else {
|
|
pip install -q --force-reinstall --no-cache-dir torch==$TorchVersion --index-url https://download.pytorch.org/whl/cu$env:TORCH_CUDA_VERSION
|
|
}
|
|
Write-Host "::endgroup::"
|
|
|
|
# Verify installation
|
|
Write-Host "::group::Verifying installations"
|
|
nvcc --version
|
|
python -V
|
|
python -c "import torch; print('PyTorch:', torch.__version__)"
|
|
python -c "import torch; print('CUDA:', torch.version.cuda)"
|
|
python -c "from torch.utils import cpp_extension; print(cpp_extension.CUDA_HOME)"
|
|
Write-Host "::endgroup::"
|
|
|
|
# Checkout flash-attn
|
|
Write-Host "::group::Checking out flash-attention v$FlashAttnVersion"
|
|
git clone -q https://github.com/Dao-AILab/flash-attention.git -b "v$FlashAttnVersion"
|
|
Write-Host "::endgroup::"
|
|
|
|
# Build wheels
|
|
Write-Host "::group::Setting up build environment"
|
|
Import-Module 'C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\Common7\Tools\Microsoft.VisualStudio.DevShell.dll'
|
|
Enter-VsDevShell -VsInstallPath 'C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools' -DevCmdArguments '-arch=x64 -host_arch=x64'
|
|
$env:DISTUTILS_USE_SDK = 1
|
|
$env:BUILD_TARGET = "cuda"
|
|
# Use environment variables from workflow if available, otherwise use defaults
|
|
if (-not $env:MAX_JOBS) { $env:MAX_JOBS = "2" }
|
|
if (-not $env:NVCC_THREADS) { $env:NVCC_THREADS = "2" }
|
|
Write-Host "Environment variables:"
|
|
Write-Host " MAX_JOBS: $env:MAX_JOBS"
|
|
Write-Host " NVCC_THREADS: $env:NVCC_THREADS"
|
|
$env:FLASH_ATTENTION_FORCE_BUILD = "TRUE"
|
|
# Suppress compiler warnings and verbose output
|
|
$env:NVCC_FLAGS = "-w --disable-warnings"
|
|
$env:CXXFLAGS = "/w"
|
|
$env:CFLAGS = "/w"
|
|
# Suppress ninja verbose output
|
|
$env:NINJA_STATUS = ""
|
|
$env:FLASH_ATTN_LOCAL_VERSION = "cu$MatrixCudaVersion" + "torch$MatrixTorchVersion"
|
|
Write-Host "::endgroup::"
|
|
|
|
Write-Host "::group::Building Flash Attention wheel (this takes a while...)"
|
|
cd flash-attention
|
|
python setup.py bdist_wheel --dist-dir=dist
|
|
Write-Host "::endgroup::"
|
|
|
|
$WheelName = Get-ChildItem -Path "dist\*.whl" | Select-Object -First 1 | ForEach-Object { $_.Name }
|
|
Write-Host "Built wheel: $wheelName"
|