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# Maintainer: Jingbei Li <i@jingbei.li>
# Contributor: Carl Åkerlindh <carl.akerlindh at gmail dot com>
pkgbase=mxnet
pkgname=('mxnet' 'mxnet-cuda' 'mxnet-mkl' 'mxnet-mkl-cuda')
pkgver=1.7.0
pkgrel=2
pkgdesc="Flexible and Efficient Library for Deep Learning"
arch=('x86_64')
url="https://mxnet.apache.org/"
license=('Apache')
depends=(
'double-conversion'
'hdf5'
'libjpeg-turbo'
'python-numpy'
'python-requests'
'opencv'
)
makedepends=(
'cblas'
'ccache'
'cmake'
'cython'
'doxygen'
'git'
'gtk3'
'lapack'
'ninja'
'qt5-base'
'cuda'
'cudnn'
'nccl'
#'intel-compiler-base'
'intel-mkl'
#'intel-tbb'
'onednn'
)
optdepends=('python-graphviz')
source=("${pkgbase}::git+https://github.com/apache/incubator-mxnet#tag=$pkgver"
'git+https://github.com/dmlc/dlpack'
'git+https://github.com/dmlc/dmlc-core'
'git+https://github.com/google/googletest'
'mkldnn::git+https://github.com/intel/mkl-dnn'
#'git+https://github.com/dmlc/mshadow'
'nvidia_cub::git+https://github.com/NVlabs/cub'
'git+https://github.com/onnx/onnx-tensorrt'
'git+https://github.com/llvm-mirror/openmp'
'git+https://github.com/dmlc/ps-lite'
'git+https://github.com/dmlc/tvm'
'git+https://github.com/onnx/onnx'
'git+https://github.com/google/benchmark.git'
'git+https://github.com/pybind/pybind11.git'
'git+https://github.com/wjakob/clang-cindex-python3'
'git+https://github.com/agauniyal/rang'
)
md5sums=('SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP'
'SKIP')
prepare() {
cd "$srcdir/$pkgbase"
for i in dlpack dmlc-core googletest mkldnn nvidia_cub onnx-tensorrt openmp ps-lite tvm
do
git config submodule.3rdparty/${i}.url "$srcdir/$i"
done
git submodule update --init
cd "$srcdir/$pkgbase/3rdparty/onnx-tensorrt"
git config submodule.third_party/onnx.url "$srcdir/onnx"
git submodule update --init
cd "$srcdir/$pkgbase/3rdparty/onnx-tensorrt/third_party/onnx"
for i in benchmark pybind11
do
git config submodule.third_party/${i}.url "$srcdir/$i"
done
git submodule update --init
cd "$srcdir/$pkgbase/3rdparty/onnx-tensorrt/third_party/onnx/third_party/pybind11"
git config submodule.tools/clang.url "$srcdir/clang-cindex-python3"
git submodule update --init
cd "$srcdir/$pkgbase/3rdparty/tvm"
for i in dlpack dmlc-core 3rdparty/rang
do
git config submodule.${i}.url "$srcdir/$(basename $i)"
done
git submodule update --init
cd "$srcdir/$pkgbase"
git submodule update --init --recursive
rm -rf 3rdparty/nvidia_cub
# https://github.com/apache/incubator-mxnet/pull/18357
git checkout 78e31d6 src/operator/tensor/elemwise_binary_broadcast_op_basic.cc
mkdir -p "$srcdir/$pkgbase/build"
cp -r "$srcdir/$pkgbase" "$srcdir/$pkgbase-cuda"
cp config/distribution/linux_cpu.cmake config.cmake
cd "$srcdir/$pkgbase-cuda"
cp config/distribution/linux_cu102.cmake config.cmake
cp -r "$srcdir/$pkgbase" "$srcdir/$pkgbase-mkl"
cp -r "$srcdir/$pkgbase-cuda" "$srcdir/$pkgbase-mkl-cuda"
(
echo "list(APPEND mshadow_LINKER_LIBS -lcblas -fopenmp)"
echo 'add_definitions("-DMSHADOW_USE_MKL=0")'
echo 'add_definitions("-DMSHADOW_USE_CBLAS=1")'
) | tee -a \
"$srcdir/$pkgbase"/config.cmake \
"$srcdir/$pkgbase-cuda"/config.cmake
#(
# echo "list(APPEND mshadow_LINKER_LIBS -lmkl_rt)"
# # https://github.com/apache/incubator-mxnet/issues/14086
# # https://github.com/apache/incubator-mxnet/compare/master...TaoLv:enable-icc?expand=1
# #echo 'add_definitions("-Qoption\,cpp\,--new_cilkfor")'
#) | tee -a \
# "$srcdir/$pkgbase-mkl"/config.cmake \
# "$srcdir/$pkgbase-mkl-cuda"/config.cmake
}
build() {
common_args=(
-DCMAKE_INSTALL_PREFIX=/usr
-G Ninja
)
cblas_args=(
-DUSE_BLAS=blas
-DUSE_MKLDNN:BOOL=OFF
)
cuda_args=(
-DUSE_NCCL:BOOL=ON
-DMXNET_CUDA_ARCH='5.0;6.0;7.0;7.5;8.0'
-DCMAKE_C_COMPILER=/opt/cuda/bin/gcc
-DCMAKE_CXX_COMPILER=/opt/cuda/bin/g++
)
mkl_args=(
-DUSE_BLAS=mkl
-DUSE_MKL_IF_AVAILABLE:BOOL=ON
#-DDNNL_CPU_RUNTIME=TBB
#-DCMAKE_C_COMPILER=icc
#-DCMAKE_CXX_COMPILER=icpc
)
msg2 "Building $pkgbase"
cd "$srcdir/$pkgbase/build"
cmake ${common_args[@]} ${cblas_args[@]} ..
cmake --build .
cd ../python
python setup.py build --with-cython
msg2 "Building $pkgbase-cuda"
cd "$srcdir/$pkgbase-cuda/build"
cmake ${common_args[@]} ${cblas_args[@]} ${cuda_args[@]} ..
cmake --build .
cd ../python
python setup.py build --with-cython
msg2 "Building $pkgbase-mkl"
cd "$srcdir/$pkgbase-mkl/build"
cmake ${common_args[@]} ${mkl_args[@]} ..
cmake --build .
cd ../python
python setup.py build --with-cython
msg2 "Building $pkgbase-mkl-cuda"
cd "$srcdir/$pkgbase-mkl-cuda/build"
cmake ${common_args[@]} ${mkl_args[@]} ${cuda_args[@]} ..
cmake --build .
cd ../python
python setup.py build --with-cython
}
_package() {
cd "${srcdir}/${pkgname}/build"
#make DESTDIR="${pkgdir}" install
DESTDIR="${pkgdir}" ninja install
install -Dm755 im2rec "${pkgdir}/usr/bin/im2rec" || :
cd "$srcdir/$pkgname/python"
python setup.py install --root="$pkgdir"/ --optimize=1 --with-cython --skip-build
ln -sf '/usr/lib/libmxnet.so' "${pkgdir}/usr/lib/python3.9/site-packages/mxnet/libmxnet.so"
rm -f ${pkgdir}/usr/lib/lib{gomp,iomp5,omp}.so
rm -f ${pkgdir}/usr/include/{omp*,dnnl*,mkldnn*}
rm -rf $pkgdir/usr/$pkgbase
rm -rf $pkgdir/usr/lib/cmake
rm -rf $pkgdir/usr/share/doc/dnnl
find "${pkgdir}" -name '*.a' -delete
install -Dm644 "$srcdir/$pkgname/LICENSE" "${pkgdir}/usr/share/licenses/${pkgname}/LICENSE"
}
package_mxnet() {
depends+=(cblas lapack)
_package
}
package_mxnet-cuda() {
pkgdesc="$pkgdesc (with CUDA)"
depends+=(cblas lapack cuda cudnn nccl)
conflicts=(mxnet)
provides=(mxnet)
_package
}
package_mxnet-mkl() {
pkgdesc="$pkgdesc (with MKL)"
depends+=(intel-mkl onednn)
conflicts=(mxnet)
provides=(mxnet)
_package
}
package_mxnet-mkl-cuda() {
pkgdesc="$pkgdesc (with MKL and CUDA)"
depends+=(intel-mkl onednn cuda cudnn nccl)
conflicts=(mxnet)
provides=(mxnet)
_package
}
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