Windows + Msys 下编译 TensorFlow 2.14

Tonyfield2023-10-18 10:18

安装基本工具

bash 复制代码

pacman -S --needed  zip unzip patch diffutils git

下载安装 Windows 版本 bazel 6.1.2，复制到 C:/Windows/system32 目录下，改名为 bazel.exe

bash 复制代码

wget https://github.com/bazelbuild/bazel/releases/download/6.1.2/bazel-6.1.2-windows-x86_64.exe

## 国内镜像
wget https://hub.nuaa.cf/bazelbuild/bazel/releases/download/6.1.2/bazel-6.1.2-windows-x86_64.exe

下载 tensorflow ：

bash 复制代码

git clone --recursive https://github.com/tensorflow/tensorflow.git
cd tensorflow
# switch to the branch you want to build
git checkout r2.14  # r1.9, r1.10, etc.

或下载源码包并解压

bash 复制代码

wget https://hub.nuaa.cf/tensorflow/tensorflow/archive/refs/tags/v2.14.0.tar.gz
tar xf v2.14.0.tar.gz

换国内github 镜像，加速下载

bash 复制代码

sed -i -e 's#https:\/\/github\.com#https://hub.yzuu.cf#g' */*.bzl  */*/*.bzl

sed -i -e 's#https:\/\/storage\.googleapis\.com\/mirror\.tensorflow\.org\/github\.com#https://hub.yzuu.cf#g' */*.bzl  */*/*.bzl

编译 & 安装：

bash 复制代码

./configure
## tensorflow:libtensorflow_cc.so
bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package

## build install python-package
bazel-bin/tensorflow/tools/pip_package/build_pip_package package/20230912

## remove old version and install new package
pip uninstall  tensorflow
pip install package/20230912/tensorflow-*.whl