summarylogtreecommitdiffstats
path: root/PKGBUILD
diff options
context:
space:
mode:
authordilipvamsi2019-07-29 23:19:07 +0530
committerdilipvamsi2019-07-29 23:19:07 +0530
commit528488c766030c0fe24173ec3a73407d833eacd4 (patch)
tree6ec2d4b94fb257dc402e5c98b116d938b483436a /PKGBUILD
downloadaur-lightgbm-cuda.tar.gz
added cuda flags
Diffstat (limited to 'PKGBUILD')
-rw-r--r--PKGBUILD53
1 files changed, 53 insertions, 0 deletions
diff --git a/PKGBUILD b/PKGBUILD
new file mode 100644
index 000000000000..a7c2b829c662
--- /dev/null
+++ b/PKGBUILD
@@ -0,0 +1,53 @@
+# Maintainer: dilipvamsi <m.dilipvamsi at gmail dot com>
+# Maintainer: Aleksandar Trifunović <akstrfn at gmail dot com>
+
+_pkgname=LightGBM
+pkgbase='lightgbm-cuda'
+pkgname=("${pkgbase}" "python-${pkgbase}")
+pkgver=2.2.3
+pkgrel=1
+pkgdesc="Distributed gradient boosting framework based on decision tree algorithms."
+arch=('x86_64')
+url="https://github.com/Microsoft/LightGBM"
+license=('MIT')
+depends=('boost-libs' 'ocl-icd' 'openmpi')
+makedepends=('boost' 'cuda' 'cmake' 'opencl-headers' 'python-setuptools')
+source=("${url}/archive/v${pkgver}.tar.gz")
+sha256sums=('4a6414e808b343a784f0ee805ac723c094488f9e9a951dd3f709dc31ffb4ea4c')
+
+conflicts=('lightgbm')
+
+build() {
+ cd "${_pkgname}-${pkgver}"
+ cmake -H. -Bbuild \
+ -DCMAKE_C_FLAGS:STRING="${CFLAGS}" \
+ -DCMAKE_CXX_FLAGS:STRING="${CXXFLAGS}" \
+ -DCMAKE_EXE_LINKER_FLAGS:STRING="${LDFLAGS}" \
+ -DCMAKE_INSTALL_PREFIX=/usr \
+ -DCMAKE_BUILD_TYPE=Release \
+ -DUSE_OPENMP=ON \
+ -DUSE_GPU=ON \
+ -DUSE_MPI=ON \
+ -DOpenCL_LIBRARY=/opt/cuda/lib64/libOpenCL.so \
+ -DOpenCL_INCLUDE_DIR=/opt/cuda/include/
+
+ cmake --build build
+}
+
+package_lightgbm-cuda() {
+ cd "${_pkgname}-${pkgver}"
+ cmake --build build -- DESTDIR="${pkgdir}" install
+ install -Dm644 LICENSE -t "${pkgdir}/usr/share/licenses/${pkgname}"
+}
+
+package_python-lightgbm-cuda() {
+ depends=('lightgbm-cuda' 'python-numpy' 'python-scipy' 'python-scikit-learn')
+ arch=('x86_64')
+
+ cd "${_pkgname}-${pkgver}/python-package"
+ # use library from /usr/lib instead of making a copy
+ sed -i 's/..\/..\/lib\//\/usr\/lib\//' lightgbm/libpath.py
+ python setup.py install --root="$pkgdir/" --optimize=1 --gpu --mpi --precompile --opencl-include-dir=/opt/cuda/include/ --opencl-library=/opt/cuda/lib64/libOpenCL.so
+ install -Dm644 ../LICENSE -t "${pkgdir}/usr/share/licenses/${pkgname}"
+ rm "$pkgdir/usr/lib/python3.7/site-packages/lightgbm/lib_lightgbm.so"
+}