Ubuntu18.4 搭建pytorch编译环境

1. 环境搭建：

1.1 python环境

安装pip

#sudo apt install python-pip

#sudo apt install python3-pip

python安装typing

#python3 -m pip install typing

1.2 jdk环境

#sudo apt-get install openjdk-11-jdk

配置：~/.bashrc

export JAVA_HOME=/usr/lib/jvm/java-11-openjdk-amd64 export JRE_HOME=${JAVA_HOME}/jre export CLASSPATH=.:${JAVA_HOME}/lib:${JRE_HOME}/lib export PATH=${JAVA_HOME}/bin:$PATH

1.3 ndk环境

下载r21b版本 NDK

https://dl.google.com/android/repository/android-ndk-r21d-windows-x86_64.zip

https://dl.google.com/android/repository/android-ndk-r21d-darwin-x86_64.zip

https://dl.google.com/android/repository/android-ndk-r21d-linux-x86_64.zip

配置：~/.bashrc

export ANDROID_NDK=/home/ubuntu18/workspace/tools/android-ndk-r21b export NDK_VERSION=21.1.6352462

1.4 sdk环境

地址： http://dl.google.com/android/android-sdk_r24.4.1-linux.tgz 配置：~/.bashrc export ANDROID_HOME=/home/ubuntu18/workspace/tools/android-sdk-linux

1.5 安装command tools

# create directory for Android command line tools mkdir -p $ANDROID_HOME/cmdline-tools cd $ANDROID_HOME/cmdline-tools  # From link above, set ANDROID_CLT equal to the name of Linux's latest SDK tools package release export ANDROID_CLT=commandlinetools-linux-8512546_latest.zip  # Download Android command line tools and remove the zip file once finished unzipping curl -O https://dl.google.com/android/repository/${ANDROID_CLT} unzip $ANDROID_CLT && rm $ANDROID_CLT  # renames the command line tools directory that just was unzipped mv cmdline-tools tools

1.6 下载PyTorch：

# cd into whatever directory holds your djl directory export PYTORCH_VERSION=1.11.0 export ANDROID_NDK=${ANDROID_HOME}/ndk/${NDK_VERSION}  # clone PyTorch to local machine git clone https://github.com/pytorch/pytorch -b "v${PYTORCH_VERSION}" --recursive cd pytorch

编译Pytorch forAndroid

# need to build all four ABIs export BUILD_LITE_INTERPRETER=0 ./scripts/build_pytorch_android.sh arm64-v8a,armeabi-v7a,x86,x86_64

2.问题：

2.1. 问题1：

方案：

1. sudo apt-getinstall gsettings-desktop-schemas

2. sudo apt-getinstall build-essential

问题2

方案：

sudo apt-getinstall python3-distutils

如果不行

先卸载 sudo apt-get remove python3-distutils

再安装sudo apt-get install python3-distutils

问题3：//

方案：安装typing_extensions

#python3 -m pip install typing_extensions

问题4：

方案：python3 安装 dataclasses

#python3 -m pip install dataclasses

问题5：

文件缺失

解决方案：

linux-syscall-support/linux_syscall_support.h at master · linux-on-ibm-z/linux-syscall-support · GitHub