与Glog相关的Tensorflow C ++ API和Caffe兼容性问题

时间:2017-08-14 19:28:32

标签: c++ tensorflow caffe glog

我正在尝试使用没有Bazel的Eclipse IDE在C ++中编写代码。为了让我的项目能够做到这一点,我不得不执行一些黑客来生成Tensorflow C ++ API。 Tensorflow C ++似乎运行良好。我可以加载模型并执行预测。我有另一个代码,使用Caffe库来做其他事情。这两者似乎都可以单独使用。

问题

我想在我的代码中集成Tensorflow和Caffe。当我包含这两个库时,我会遇到以下问题:

In file included from /usr/local/include/tf/tensorflow/core/platform/logging.h:25:0,
                 from /usr/local/include/tf/tensorflow/core/lib/core/status.h:25,
                 from /usr/local/include/tf/tensorflow/core/framework/variant.h:28,
                 from /usr/local/include/tf/tensorflow/core/framework/allocator.h:26,
                 from /usr/local/include/tf/tensorflow/core/framework/tensor.h:22,
                 from /usr/local/include/tf/tensorflow/cc/framework/ops.h:21,
                 from /usr/local/include/tf/tensorflow/cc/ops/const_op.h:19,



/usr/local/include/tf/tensorflow/core/platform/default/logging.h:87:0: warning: "LOG" redefined [enabled by default]
 #define LOG(severity) _TF_LOG_##severity
 ^
In file included from /bin/caffe-master/distribute/include/caffe/common.hpp:6:0,
                 from /bin/caffe-master/distribute/include/caffe/blob.hpp:8,
                 from /bin/caffe-master/distribute/include/caffe/caffe.hpp:7,
 class Status {
/usr/local/include/tf/tensorflow/core/lib/core/status.h:37:14: error: expected unqualified-id before ‘{’ token
../ME_T42.cpp:2862:1: error: expected ‘}’ at end of input
 }

似乎正在发生的事情是glog和tensorflow似乎都为LOG定义了相同的东西(例如)。

有没有办法解决这个问题? 任何帮助表示赞赏。

谢谢。

1 个答案:

答案 0 :(得分:0)

所以,如果有人遇到这个问题我的解决方案是:

添加

'#ifndef LOG _.... etc'

//定义重新定义的状态

'#ENDIF'

并且不包括

“#Xlib.h”

因为它定义了Session,它与tensorflow C ++中定义的Session冲突。