-
Notifications
You must be signed in to change notification settings - Fork 609
214 lines (211 loc) · 7.66 KB
/
python-package.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
name: Python package
on:
push: {}
pull_request:
branches: [ main ]
paths:
- '.github/workflows/python-package.yml'
- 'bitsandbytes/**'
- 'csrc/**'
- 'include/**'
- 'tests/**'
- 'CMakeLists.txt'
- 'requirements*.txt'
- 'setup.py'
- 'pyproject.toml'
- 'pytest.ini'
- '**/*.md'
release:
types: [ published ]
jobs:
##
# This job matrix builds the non-CUDA versions of the libraries for all supported platforms.
##
build-shared-libs:
strategy:
matrix:
os: [ubuntu-latest, macos-latest, windows-latest]
arch: [x86_64, aarch64]
exclude:
- os: windows-latest # This probably requires arm64 Windows agents
arch: aarch64
runs-on: ${{ matrix.os }} # One day, we could run them on native agents. Azure supports this now but it's planned only for Q3 2023 for hosted agents
steps:
# Check out code
- uses: actions/checkout@v4
# On Linux we use CMake within Docker
- name: Setup cmake
uses: jwlawson/[email protected]
with:
cmake-version: '3.26.x'
- name: Setup MSVC
if: startsWith(matrix.os, 'windows')
#uses: microsoft/[email protected] # to use msbuild
uses: ilammy/[email protected] # to use cl
# Compile C++ code
- name: Build C++
shell: bash
run: |
set -ex
build_os=${{ matrix.os }}
build_arch=${{ matrix.arch }}
if [ ${build_os:0:6} == ubuntu -a ${build_arch} == aarch64 ]; then
# Allow cross-compile om aarch64
sudo apt-get install -y gcc-aarch64-linux-gnu binutils-aarch64-linux-gnu g++-aarch64-linux-gnu
cmake -DCMAKE_C_COMPILER=aarch64-linux-gnu-gcc -DCMAKE_CXX_COMPILER=aarch64-linux-gnu-g++ -DCOMPUTE_BACKEND=cpu .
elif [ ${build_os:0:5} == macos -a ${build_arch} == aarch64 ]; then
cmake -DCMAKE_OSX_ARCHITECTURES=arm64 -DCOMPUTE_BACKEND=cpu .
else
cmake -DCOMPUTE_BACKEND=cpu .
fi
cmake --build . --config Release
mkdir -p output/${{ matrix.os }}/${{ matrix.arch }}
( shopt -s nullglob && cp bitsandbytes/*.{so,dylib,dll} output/${{ matrix.os }}/${{ matrix.arch }}/ )
- name: Upload build artifact
uses: actions/upload-artifact@v4
with:
name: shared_library_${{ matrix.os }}_${{ matrix.arch }}
path: output/*
retention-days: 7
##
# This job matrix builds the CUDA versions of the libraries for platforms that support CUDA (Linux x64/aarch64 + Windows x64)
##
build-shared-libs-cuda:
strategy:
matrix:
os: [ubuntu-latest, windows-latest]
arch: [x86_64, aarch64]
cuda_version: ['12.1.0']
exclude:
- os: windows-latest # This probably requires arm64 Windows agents
arch: aarch64
runs-on: ${{ matrix.os }} # One day, we could run them on native agents. Azure supports this now but it's planned only for Q3 2023 for hosted agents
steps:
# Check out code
- uses: actions/checkout@v4
# Linux: We use Docker to build cross platform Cuda (aarch64 is built in emulation)
- name: Set up Docker multiarch
if: startsWith(matrix.os, 'ubuntu')
uses: docker/setup-qemu-action@v2
# On Linux we use CMake within Docker
- name: Setup cmake
if: ${{ !startsWith(matrix.os, 'linux') }}
uses: jwlawson/[email protected]
with:
cmake-version: '3.26.x'
# Windows: We install Cuda on the agent (slow)
- uses: Jimver/[email protected]
if: startsWith(matrix.os, 'windows')
id: cuda-toolkit
with:
cuda: ${{ matrix.cuda_version }}
method: 'network'
sub-packages: '["nvcc","cudart","cusparse","cublas","thrust","nvrtc_dev","cublas_dev","cusparse_dev"]'
linux-local-args: '["--toolkit"]'
use-github-cache: false
- name: Setup MSVC
if: startsWith(matrix.os, 'windows')
#uses: microsoft/[email protected] # to use msbuild
uses: ilammy/[email protected] # to use cl
# Compile C++ code
- name: Build C++
shell: bash
run: |
set -ex
build_os=${{ matrix.os }}
build_arch=${{ matrix.arch }}
[[ "${{ matrix.os }}" = windows-* ]] && python3 -m pip install ninja
for NO_CUBLASLT in ON OFF; do
if [ ${build_os:0:6} == ubuntu ]; then
image=nvidia/cuda:${{ matrix.cuda_version }}-devel-ubuntu22.04
echo "Using image $image"
docker run --platform linux/$build_arch -i -w /src -v $PWD:/src $image sh -c \
"apt-get update \
&& DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends cmake \
&& cmake -DCOMPUTE_BACKEND=cuda -DNO_CUBLASLT=${NO_CUBLASLT} . \
&& cmake --build ."
else
cmake -G Ninja -DCOMPUTE_BACKEND=cuda -DNO_CUBLASLT=${NO_CUBLASLT} -DCMAKE_BUILD_TYPE=Release -S .
cmake --build . --config Release
fi
done
mkdir -p output/${{ matrix.os }}/${{ matrix.arch }}
( shopt -s nullglob && cp bitsandbytes/*.{so,dylib,dll} output/${{ matrix.os }}/${{ matrix.arch }}/ )
- name: Upload build artifact
uses: actions/upload-artifact@v4
with:
name: shared_library_cuda_${{ matrix.os }}_${{ matrix.arch }}_${{ matrix.cuda_version }}
path: output/*
retention-days: 7
build-wheels:
needs:
- build-shared-libs
- build-shared-libs-cuda
strategy:
matrix:
os: [ubuntu-latest, macos-latest, windows-latest]
python-version: ["3.9", "3.10", "3.11", "3.12"]
arch: [x86_64, aarch64]
exclude:
- os: windows-latest # This probably requires arm64 Windows agents
arch: aarch64
runs-on: ${{ matrix.os }}
steps:
# Check out code
- uses: actions/checkout@v4
# Download shared libraries
- name: Download build artifact
uses: actions/download-artifact@v4
with:
merge-multiple: true
pattern: "shared_library*_${{ matrix.os }}_${{ matrix.arch }}*"
path: output/
- name: Copy correct platform shared library
shell: bash
run: |
ls -lR output/
cp output/${{ matrix.os }}/${{ matrix.arch }}/* bitsandbytes/
# Set up the Python version needed
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
cache: pip
- name: Install build package
shell: bash
run: pip install build
- name: Install Python test dependencies
shell: bash
run: pip install -r requirements-ci.txt
# TODO: How to run CUDA tests on GitHub actions?
#- name: Run unit tests
# if: ${{ matrix.arch == 'x86_64' }} # Tests are too slow to run in emulation. Wait for real aarch64 agents
# run: |
# PYTHONPATH=. pytest --log-cli-level=DEBUG tests
- name: Build wheel
shell: bash
run: python -m build .
- name: Upload build artifact
uses: actions/upload-artifact@v4
with:
name: bdist_wheel_${{ matrix.os }}_${{ matrix.arch }}_${{ matrix.python-version }}
path: dist/bitsandbytes-*.whl
retention-days: 7
publish:
needs: build-wheels
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Download build artifact
uses: actions/download-artifact@v4
with:
path: dist/
merge-multiple: true
pattern: "bdist_wheel_*"
- run: |
ls -lR dist/
- name: Publish to PyPi
if: startsWith(github.ref, 'refs/tags')
uses: pypa/gh-action-pypi-publish@release/v1
with:
password: ${{ secrets.pypi }}