尝试使用 tensorflow 的 C++ API 时出错

Question

我在使用 TensorFlow 时遇到了一点问题。我必须将使用 TF 的代码集成到已经存在的项目（使用 Makefile）中。所以这就是我所做的。

我从源头获得了 TF 并按照on the TF site. 的描述安装了它

然后我建立了一个共享库：

bazel build //tensorflow:libtensorflow.so

完成此操作后，我将以下行添加到 Makefile：

CFLAGS += -I/home/alpy/tensorflow/bazel-genfiles
CFLAGS += -I/home/alpy/tensorflow/
CFLAGS += -I/home/alpy/tensorflow/third_party/eigen3

LDFLAGS += -L/home/alpy/tensorflow/bazel-bin/tensorflow
LDFLAGS += -ltensorflow 

当我尝试成功时，我得到了这个奇妙的错误：link

编辑：我忘了解释一些东西。我在 Linux 上，所以编译器应该区分大小写。我检查了我的文件和 TF 文件，它们似乎都有#ifndef 保护。

编辑：根据我的建议，我将错误直接添加到帖子中：

In file included from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1:0,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
[...]

  from /home/alpy/tensorflow/tensorflow/core/public/session.h:23,
                 from ../src/conversion.h:11,
                 from ../src/detect_fast_C.cpp:43:
/home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1:42: error: #include nested too deeply
In file included from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1:0,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
                 from /home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1,
[...]
             from /home/alpy/tensorflow/tensorflow/core/framework/types.h:23,
                 from /home/alpy/tensorflow/tensorflow/core/framework/type_traits.h:22,
                 from /home/alpy/tensorflow/tensorflow/core/framework/allocator.h:25,
                 from /home/alpy/tensorflow/tensorflow/core/framework/tensor.h:21,
                 from /home/alpy/tensorflow/tensorflow/core/public/session.h:23,
                 from ../src/conversion.h:11,
                 from ../src/detect_fast_C.cpp:43:
/home/alpy/tensorflow/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1:42: error: #include nested too deeply

（这会持续一段时间）

Answer 1

我认为您不应该添加所有这些 -I 包括

您可以查看 bazel 构建系统中的参考 C++ 示例。

cc_binary。 https://github.com/tensorflow/tensorflow/blob/master/tensorflow/cc/BUILD#L264

标志： https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tensorflow.bzl#L111

您可以使用-s 选项运行bazel build，以查看为构建目标而发出的实际命令。