1. bazel 版本要对应tensorflow的要求

2.tensorflow 源码

3.eigen

4.protobuf 版本要对应tensorflow的要求(workspace.bzl 提到了这个要求)

源码编译

参考:

https://blog.csdn.net/luo841297935/article/details/104417495

其他

1.CMakeLists.txt

cmake_minimum_required (VERSION 2.8.8)

project (example)

set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g -std=c++11 -W")

#set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g -D_GLIBCXX_USE_CXX11_ABI=0 -W")

aux_source_directory(./src DIR_SRCS)

link_directories(/media/tq/keepit/2020/9/10/tensorflow/bazel-bin/tensorflow)

include_directories(

【tensorflow path】/tensorflow/

【tensorflow path】/tensorflow/tensorflow/

【tensorflow path】/tensorflow/bazel-bin/

【tensorflow path】/tensorflow/bazel-bin/tensorflow

/usr/local/include/eigen3

)

add_executable(example 2.cpp)

target_link_libraries(example tensorflow_cc tensorflow_framework)

在项目目录下写cmakelist

mkdir build

cd build

cmake ..

make

./emample

2.编译过程内存不足时

设置10g 的swap

[root@Byrd byrd]# free -m

total used free shared buffers cached

Mem: 512 108 403 0 0 28

-/+ buffers/cache: 79 432

Swap: 0 0 0

[root@Byrd ~]# mkdir /opt/images/

[root@Byrd ~]# rm -rf /opt/images/swap

[root@Byrd ~]# dd if=/dev/zero of=/opt/images/swap bs=1024 count=2048000

2048000+0 records in

2048000+0 records out

2097152000 bytes (2.1 GB) copied, 82.7509 s, 25.3 MB/s

[root@Byrd ~]# mkswap /opt/images/swap

mkswap: /opt/images/swap: warning: don't erase bootbits sectors

on whole disk. Use -f to force.

Setting up swapspace version 1, size = 2047996 KiB

no label, UUID=59daeabb-d0c5-46b6-bf52-465e6b05eb0b

[root@hz mnt]# swapon /opt/images/swap

[root@hz mnt]# free -m

total used free shared buffers cached

Mem: 488 481 7 0 6 417

-/+ buffers/cache: 57 431

Swap: 999 0 999

https://blog.csdn.net/taiyang1987912/article/details/41695895/

3.有可能要解决网络问题

4.bazel cpu

bazel build --config=opt //tensorflow:libtensorflow_cc.so