add support torch nightly

This commit is contained in:
Junya Morioka
2025-05-24 04:47:16 +09:00
parent b4d8949d68
commit d5245a6c98
+38 -13
View File
@@ -1,7 +1,7 @@
name: Build wheels and upload to GitHub Releases
on:
create:
push:
tags:
- "v*"
@@ -25,19 +25,25 @@ jobs:
body: |
| Flash-Attention | Python | PyTorch | CUDA |
|-----------------|--------|---------|------|
| 2.4.3, 2.5.9, 2.6.3, 2.7.4 | 3.10, 3.11, 3.12 | 2.7.0 | 12.8.1 |
| 2.4.3, 2.5.9, 2.6.3, 2.7.4 | 3.10, 3.11, 3.12 | 2.8.0.dev20250523 | 12.8.1 |
# #########################################################
# Build wheels with GitHub hosted runner
# #########################################################
build_wheels:
name: Build wheels and Upload
needs: create_releases
runs-on: ubuntu-22.04
env:
DEBIAN_FRONTEND: noninteractive
TERM: xterm-256color
timeout-minutes: 1000
strategy:
fail-fast: false
matrix:
flash-attn-version: ["2.4.3", "2.5.9", "2.6.3"]
python-version: ["3.10", "3.11", "3.12"]
torch-version: ["2.7.0"]
torch-version: ["2.8.0.dev20250523"]
# https://developer.nvidia.com/cuda-toolkit-archive
cuda-version: ["12.8.1"]
exclude:
@@ -58,9 +64,9 @@ jobs:
# 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: Maximize build space
run: |
df -h
@@ -70,6 +76,7 @@ jobs:
sudo rm -rf /opt/ghc
sudo rm -rf /opt/hostedtoolcache/CodeQL
df -h
- name: Set Swap Space
uses: pierotofy/set-swap-space@master
with:
@@ -78,6 +85,7 @@ jobs:
- uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- uses: Jimver/cuda-toolkit@master
with:
cuda: ${{ matrix.cuda-version }}
@@ -88,7 +96,6 @@ jobs:
run: |
echo "MATRIX_CUDA_VERSION=$(echo ${{ matrix.cuda-version }} | awk -F \. {'print $1 $2'})" >> $GITHUB_ENV
echo "MATRIX_TORCH_VERSION=$(echo ${{ matrix.torch-version }} | awk -F \. {'print $1 "." $2'})" >> $GITHUB_ENV
echo "CACHE_KEY=cuda-ext-${{ matrix.flash-attn-version }}-py${{ matrix.python-version }}-torch${{ matrix.torch-version }}-cuda${{ matrix.cuda-version }}" >> $GITHUB_ENV
- name: Install build dependencies
run: |
@@ -107,13 +114,20 @@ jobs:
'2.5': [118, 121, 124], \
'2.6': [118, 124, 126], \
'2.7': [118, 126, 128], \
'2.8': [128], \
}; \
target_cuda_versions = support_cuda_versions[env['MATRIX_TORCH_VERSION']]; \
cuda_version = int(env['MATRIX_CUDA_VERSION']); \
closest_version = min(target_cuda_versions, key=lambda x: abs(x - cuda_version)); \
print(closest_version) \
")
pip install --no-cache-dir torch==${{ matrix.torch-version }} --index-url https://download.pytorch.org/whl/cu${TORCH_CUDA_VERSION}
if [[ ${{ matrix.torch-version }} == *"dev"* ]]; then
pip install --pre torch==${{ matrix.torch-version }} --index-url https://download.pytorch.org/whl/nightly/cu${TORCH_CUDA_VERSION}
else
pip install --no-cache-dir torch==${{ matrix.torch-version }} --index-url https://download.pytorch.org/whl/cu${TORCH_CUDA_VERSION}
fi
nvcc --version
python -V
python -c "import torch; print('PyTorch:', torch.__version__)"
@@ -123,7 +137,6 @@ jobs:
- name: Checkout flash-attn
run: |
git clone https://github.com/Dao-AILab/flash-attention.git -b "v${{ matrix.flash-attn-version }}"
cd flash-attention
- name: Build wheels
timeout-minutes: 800
@@ -132,7 +145,8 @@ jobs:
export LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:$LD_LIBRARY_PATH
export MAX_JOBS=2
export NVCC_THREADS=2
export FLASH_ATTENTION_FORCE_BUILD="TRUE"
export FLASH_ATTENTION_FORCE_BUILD=TRUE
cd flash-attention
python setup.py bdist_wheel --dist-dir=dist
base_wheel_name=$(basename $(ls dist/*.whl | head -n 1))
@@ -167,6 +181,9 @@ jobs:
asset_name: ${{ env.wheel_name }}
asset_content_type: application/*
# #########################################################
# Build wheels with self-hosted runner
# #########################################################
build_wheels_self_hosted:
name: Build wheels and Upload
needs: create_releases
@@ -182,7 +199,7 @@ jobs:
matrix:
flash-attn-version: ["2.7.4"]
python-version: ["3.10", "3.11", "3.12"]
torch-version: ["2.7.0"]
torch-version: ["2.8.0.dev20250523"]
# https://developer.nvidia.com/cuda-toolkit-archive
cuda-version: ["12.8.1"]
exclude:
@@ -224,9 +241,11 @@ jobs:
keyboard-configuration
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- uses: Jimver/cuda-toolkit@master
env:
DEBIAN_FRONTEND: noninteractive
@@ -239,7 +258,6 @@ jobs:
run: |
echo "MATRIX_CUDA_VERSION=$(echo ${{ matrix.cuda-version }} | awk -F \. {'print $1 $2'})" >> $GITHUB_ENV
echo "MATRIX_TORCH_VERSION=$(echo ${{ matrix.torch-version }} | awk -F \. {'print $1 "." $2'})" >> $GITHUB_ENV
echo "CACHE_KEY=cuda-ext-${{ matrix.flash-attn-version }}-py${{ matrix.python-version }}-torch${{ matrix.torch-version }}-cuda${{ matrix.cuda-version }}" >> $GITHUB_ENV
- name: Install build dependencies
run: |
@@ -258,13 +276,20 @@ jobs:
'2.5': [118, 121, 124], \
'2.6': [118, 124, 126], \
'2.7': [118, 126, 128], \
'2.8': [128], \
}; \
target_cuda_versions = support_cuda_versions[env['MATRIX_TORCH_VERSION']]; \
cuda_version = int(env['MATRIX_CUDA_VERSION']); \
closest_version = min(target_cuda_versions, key=lambda x: abs(x - cuda_version)); \
print(closest_version) \
")
pip install --force-reinstall --no-cache-dir torch==${{ matrix.torch-version }} --index-url https://download.pytorch.org/whl/cu${TORCH_CUDA_VERSION}
if [[ ${{ matrix.torch-version }} == *"dev"* ]]; then
pip install --pre --force-reinstall --no-cache-dir torch==${{ matrix.torch-version }} --index-url https://download.pytorch.org/whl/nightly/cu${TORCH_CUDA_VERSION}
else
pip install --force-reinstall --no-cache-dir torch==${{ matrix.torch-version }} --index-url https://download.pytorch.org/whl/cu${TORCH_CUDA_VERSION}
fi
nvcc --version
python -V
python -c "import torch; print('PyTorch:', torch.__version__)"
@@ -274,7 +299,6 @@ jobs:
- name: Checkout flash-attn
run: |
git clone https://github.com/Dao-AILab/flash-attention.git -b "v${{ matrix.flash-attn-version }}"
cd flash-attention
- name: Build wheels
timeout-minutes: 800
@@ -283,7 +307,8 @@ jobs:
export LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:$LD_LIBRARY_PATH
export MAX_JOBS=2
export NVCC_THREADS=4
export FLASH_ATTENTION_FORCE_BUILD="TRUE"
export FLASH_ATTENTION_FORCE_BUILD=TRUE
cd flash-attention
python setup.py bdist_wheel --dist-dir=dist
base_wheel_name=$(basename $(ls dist/*.whl | head -n 1))