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[v1.x] Add aarch64 support #20252

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36 changes: 36 additions & 0 deletions ci/docker/Dockerfile.publish.ubuntu1804_aarch64_cpu
Original file line number Diff line number Diff line change
@@ -0,0 +1,36 @@
# -*- mode: dockerfile -*-
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
#
# Dockerfile to build and run MXNet on Ubuntu 18.04 for CPU

FROM arm64v8/ubuntu:18.04

WORKDIR /work/deps

COPY install/ubuntu_aarch64_publish.sh /work/
RUN /work/ubuntu_aarch64_publish.sh

ARG USER_ID=0
ARG GROUP_ID=0
COPY install/ubuntu_adduser.sh /work/
RUN /work/ubuntu_adduser.sh

COPY runtime_functions.sh /work/

WORKDIR /work/mxnet
ENV LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/lib
77 changes: 77 additions & 0 deletions ci/docker/install/ubuntu_aarch64_publish.sh
Original file line number Diff line number Diff line change
@@ -0,0 +1,77 @@
#!/usr/bin/env bash

# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.

# Build on Ubuntu 18.04 LTS for LINUX CPU/GPU
set -ex

apt-get update
apt-get install -y software-properties-common
add-apt-repository ppa:ubuntu-toolchain-r/test -y
add-apt-repository ppa:openjdk-r/ppa -y # Java lib
apt-get update
apt-get install -y git \
build-essential \
ninja-build \
libssl-dev \
libcurl4-openssl-dev \
ccache \
unzip \
libtool \
curl \
wget \
sudo \
gnupg \
gnupg2 \
gnupg-agent \
pandoc \
python3 \
python3-pip \
automake \
pkg-config \
openjdk-8-jdk \
patchelf

# gcc-10 required for -moutline-atomics flag
apt-add-repository "deb http://ppa.launchpad.net/ubuntu-toolchain-r/test/ubuntu bionic main"
apt-get update
apt install -y gcc-10 g++-10 gfortran-10
update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-10 100 --slave /usr/bin/g++ g++ /usr/bin/g++-10 --slave /usr/bin/gcov gcov /usr/bin/gcov-10 --slave /usr/bin/gfortran gfortran /usr/bin/gfortran-10

curl -o apache-maven-3.3.9-bin.tar.gz -L http://www.eu.apache.org/dist/maven/maven-3/3.3.9/binaries/apache-maven-3.3.9-bin.tar.gz \
|| curl -o apache-maven-3.3.9-bin.tar.gz -L https://search.maven.org/remotecontent?filepath=org/apache/maven/apache-maven/3.3.9/apache-maven-3.3.9-bin.tar.gz

tar xzf apache-maven-3.3.9-bin.tar.gz
mkdir /usr/local/maven
mv apache-maven-3.3.9/ /usr/local/maven/
update-alternatives --install /usr/bin/mvn mvn /usr/local/maven/apache-maven-3.3.9/bin/mvn 1
update-ca-certificates -f

# the version of the pip shipped with ubuntu may be too lower, install a recent version here
python3 -m pip install --upgrade pip

python3 -m pip install --upgrade --ignore-installed nose cpplint==1.3.0 pylint==2.3.1 nose-timer 'numpy<2.0.0,>1.16.0' 'requests<3,>=2.20.0' scipy boto3

# CMake 3.13.2+ is required
wget https://github.com/Kitware/CMake/releases/download/v3.16.5/cmake-3.16.5.tar.gz
tar -zxvf cmake-3.16.5.tar.gz
cd cmake-3.16.5
./bootstrap
make -j$(nproc)
sudo make install

31 changes: 31 additions & 0 deletions config/distribution/linux_aarch64_cpu.cmake
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.

set(CMAKE_BUILD_TYPE "Distribution" CACHE STRING "Build type")
set(CFLAGS "-march=armv8-a" CACHE STRING "CFLAGS")
set(CXXFLAGS "-march=armv8-a" CACHE STRING "CXXFLAGS")

set(USE_CUDA OFF CACHE BOOL "Build with CUDA support")
set(USE_OPENCV ON CACHE BOOL "Build with OpenCV support")
set(USE_OPENMP ON CACHE BOOL "Build with Openmp support")
set(USE_MKL_IF_AVAILABLE OFF CACHE BOOL "Use Intel MKL if found")
set(USE_MKLDNN ON CACHE BOOL "Build with MKL-DNN support")
set(USE_LAPACK ON CACHE BOOL "Build with lapack support")
set(USE_TVM_OP OFF CACHE BOOL "Enable use of TVM operator build system.")
set(USE_SSE OFF CACHE BOOL "Build with x86 SSE instruction support")
set(USE_F16C OFF CACHE BOOL "Build with x86 F16C instruction support")
set(USE_DIST_KVSTORE OFF CACHE BOOL "Build with DIST_KVSTORE support")
10 changes: 7 additions & 3 deletions tools/dependencies/make_shared_dependencies.sh
Original file line number Diff line number Diff line change
Expand Up @@ -55,13 +55,17 @@ fi
source $DIR/libz.sh
source $DIR/libturbojpeg.sh
source $DIR/libpng.sh
source $DIR/libtiff.sh
if [[ ! $ARCH == 'aarch64' ]]; then
source $DIR/libtiff.sh
fi
source $DIR/openssl.sh
source $DIR/curl.sh
source $DIR/eigen.sh
source $DIR/opencv.sh
source $DIR/protobuf.sh
source $DIR/cityhash.sh
if [[ ! $ARCH == 'aarch64' ]]; then
source $DIR/protobuf.sh
source $DIR/cityhash.sh
fi
source $DIR/zmq.sh
source $DIR/lz4.sh

Expand Down
2 changes: 1 addition & 1 deletion tools/dependencies/openssl.sh
Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ if [[ ! -f $DEPS_PATH/lib/libssl.a ]] || [[ ! -f $DEPS_PATH/lib/libcrypto.a ]];
pushd .
cd $DEPS_PATH/openssl-OpenSSL_$OPENSSL_VERSION
if [[ $PLATFORM == 'linux' ]]; then
TARGET=linux-x86_64
TARGET=linux-$ARCH
elif [[ $PLATFORM == 'darwin' ]]; then
TARGET=darwin64-x86_64-cc
fi
Expand Down
32 changes: 18 additions & 14 deletions tools/pip/setup.py
Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@
if platform.system() == 'Linux':
sys.argv.append('--python-tag')
sys.argv.append('py3')
sys.argv.append('--plat-name=manylinux2014_x86_64')
sys.argv.append('--plat-name=manylinux2014_'+platform.machine())
elif platform.system() == 'Darwin':
sys.argv.append('--python-tag')
sys.argv.append('py3')
Expand Down Expand Up @@ -73,6 +73,23 @@
os.path.join(CURRENT_DIR, 'dmlc_tracker'))
shutil.copy(LIB_PATH[0], os.path.join(CURRENT_DIR, 'mxnet'))

package_data = {'mxnet': [os.path.join('mxnet', os.path.basename(LIB_PATH[0]))],
'dmlc_tracker': []}
if platform.system() == 'Linux':
libdir, mxdir = os.path.dirname(LIB_PATH[0]), os.path.join(CURRENT_DIR, 'mxnet')
if os.path.exists(os.path.join(libdir, 'libgfortran.so.3')):
shutil.copy(os.path.join(libdir, 'libgfortran.so.3'), mxdir)
package_data['mxnet'].append('mxnet/libgfortran.so.3')
elif os.path.exists(os.path.join(libdir, 'libgfortran.so.4')):
shutil.copy(os.path.join(libdir, 'libgfortran.so.4'), mxdir)
package_data['mxnet'].append('mxnet/libgfortran.so.4')
else:
shutil.copy(os.path.join(libdir, 'libgfortran.so.5'), mxdir)
package_data['mxnet'].append('mxnet/libgfortran.so.5')
if os.path.exists(os.path.join(libdir, 'libopenblas.so.0')):
shutil.copy(os.path.join(libdir, 'libopenblas.so.0'), mxdir)
package_data['mxnet'].append('mxnet/libopenblas.so.0')

# copy license and notice
shutil.copytree(os.path.join(CURRENT_DIR, 'mxnet-build/licenses'),
os.path.join(CURRENT_DIR, 'mxnet/licenses'))
Expand Down Expand Up @@ -148,22 +165,9 @@ def skip_markdown_comments(md):

short_description += ' This version uses {0}.'.format(' and '.join(libraries))

package_data = {'mxnet': [os.path.join('mxnet', os.path.basename(LIB_PATH[0]))],
'dmlc_tracker': []}
if Features().is_enabled("MKLDNN"):
shutil.copytree(os.path.join(CURRENT_DIR, 'mxnet-build/3rdparty/mkldnn/include'),
os.path.join(CURRENT_DIR, 'mxnet/include/mkldnn'))
if platform.system() == 'Linux':
libdir, mxdir = os.path.dirname(LIB_PATH[0]), os.path.join(CURRENT_DIR, 'mxnet')
if os.path.exists(os.path.join(libdir, 'libgfortran.so.3')):
shutil.copy(os.path.join(libdir, 'libgfortran.so.3'), mxdir)
package_data['mxnet'].append('mxnet/libgfortran.so.3')
else:
shutil.copy(os.path.join(libdir, 'libgfortran.so.4'), mxdir)
package_data['mxnet'].append('mxnet/libgfortran.so.4')
if os.path.exists(os.path.join(libdir, 'libopenblas.so.0')):
shutil.copy(os.path.join(libdir, 'libopenblas.so.0'), mxdir)
package_data['mxnet'].append('mxnet/libopenblas.so.0')

# Copy licenses and notice
for f in os.listdir('mxnet/licenses'):
Expand Down
13 changes: 10 additions & 3 deletions tools/staticbuild/build.sh
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@ export CURDIR=$PWD
export DEPS_PATH=$PWD/staticdeps
export VARIANT=$(echo $1 | tr '[:upper:]' '[:lower:]')
export PLATFORM=$(uname | tr '[:upper:]' '[:lower:]')
export ARCH=$(uname -m | tr '[:upper:]' '[:lower:]')

if [[ $VARIANT == darwin* ]]; then
export VARIANT="darwin"
Expand All @@ -48,10 +49,16 @@ else
fi
export MAKE="make $ADD_MAKE_FLAG"

export CC="gcc -fPIC -mno-avx"
export CXX="g++ -fPIC -mno-avx"
if [[ $ARCH == 'aarch64' ]]; then
export CC="gcc -fPIC -moutline-atomics"
export CXX="g++ -fPIC -moutline-atomics"
export PKG_CONFIG_PATH=$DEPS_PATH/lib/pkgconfig:$DEPS_PATH/lib64/pkgconfig:$DEPS_PATH/lib/aarch64-linux-gnu/pkgconfig:$PKG_CONFIG_PATH
else
export CC="gcc -fPIC -mno-avx"
export CXX="g++ -fPIC -mno-avx"
export PKG_CONFIG_PATH=$DEPS_PATH/lib/pkgconfig:$DEPS_PATH/lib64/pkgconfig:$DEPS_PATH/lib/x86_64-linux-gnu/pkgconfig:$PKG_CONFIG_PATH
fi
export FC="gfortran"
export PKG_CONFIG_PATH=$DEPS_PATH/lib/pkgconfig:$DEPS_PATH/lib64/pkgconfig:$DEPS_PATH/lib/x86_64-linux-gnu/pkgconfig:$PKG_CONFIG_PATH
export CPATH=$DEPS_PATH/include:$CPATH

if [[ $PLATFORM == 'linux' && $VARIANT == cu* ]]; then
Expand Down
23 changes: 16 additions & 7 deletions tools/staticbuild/build_lib_cmake.sh
Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,12 @@
set -eo pipefail

# This script builds the libraries of mxnet.
cmake_config=${CURDIR}/config/distribution/${PLATFORM}_${VARIANT}.cmake
if [[ $ARCH == 'aarch64' ]]; then
cmake_config=${CURDIR}/config/distribution/${PLATFORM}_${ARCH}_${VARIANT}.cmake
else
cmake_config=${CURDIR}/config/distribution/${PLATFORM}_${VARIANT}.cmake
fi

if [[ ! -f $cmake_config ]]; then
>&2 echo "Couldn't find cmake config $make_config for the current settings."
exit 1
Expand All @@ -39,14 +44,18 @@ rm -rf lib; mkdir lib;
if [[ $PLATFORM == 'linux' ]]; then
cp -L build/libmxnet.so lib/libmxnet.so
cp -L staticdeps/lib/libopenblas.so lib/libopenblas.so.0
if [[ -f /usr/lib/gcc/x86_64-linux-gnu/4.8/libgfortran.so ]]; then
cp -L /usr/lib/gcc/x86_64-linux-gnu/4.8/libgfortran.so lib/libgfortran.so.3
elif [[ -f /usr/lib/x86_64-linux-gnu/libgfortran.so.3 ]]; then
cp -L /usr/lib/x86_64-linux-gnu/libgfortran.so.3 lib/libgfortran.so.3
if [[ $ARCH == 'aarch64' ]]; then
cp -L /usr/lib/aarch64-linux-gnu/libgfortran.so.5 lib/libgfortran.so.5
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else
cp -L /usr/lib/x86_64-linux-gnu/libgfortran.so.4 lib/libgfortran.so.4
if [[ -f /usr/lib/gcc/x86_64-linux-gnu/4.8/libgfortran.so ]]; then
cp -L /usr/lib/gcc/x86_64-linux-gnu/4.8/libgfortran.so lib/libgfortran.so.3
elif [[ -f /usr/lib/x86_64-linux-gnu/libgfortran.so.3 ]]; then
cp -L /usr/lib/x86_64-linux-gnu/libgfortran.so.3 lib/libgfortran.so.3
else
cp -L /usr/lib/x86_64-linux-gnu/libgfortran.so.4 lib/libgfortran.so.4
fi
cp -L /usr/lib/x86_64-linux-gnu/libquadmath.so.0 lib/libquadmath.so.0
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fi
cp -L /usr/lib/x86_64-linux-gnu/libquadmath.so.0 lib/libquadmath.so.0
elif [[ $PLATFORM == 'darwin' ]]; then
cp -L build/libmxnet.dylib lib/libmxnet.dylib
fi
Expand Down