在 LibTorch 2.0.1 中,我无需安装即可使用该库(下载库并设置 CMAKE_PREFIX_PATH 以允许 CMake 找到该库)。使用 LibTorch 2.5.1 和 CUDA 12.6 我必须下载 nvToolsExt 并将其放置在路径中:{project}/third_party/NVTX/...
文件:
libtorch/share/cmake/Caffe2/public/cuda.cmake
:
find_path(nvtx3_dir NAMES nvtx3 PATHS "${PROJECT_SOURCE_DIR}/third_party/NVTX/c/include" NO_DEFAULT_PATH)
find_package_handle_standard_args(nvtx3 DEFAULT_MSG nvtx3_dir)
因此,有了 nvtx3 文件夹,cmake 就能够找到 nvtx3,但 CMAKE 仍然显示警告消息:
CMake Warning (dev) at /usr/share/cmake-3.28/Modules/FindPackageHandleStandardArgs.cmake:438 (message):
The package name passed to `find_package_handle_standard_args` (nvtx3) does
not match the name of the calling package (Caffe2). This can lead to
-- Found nvtx3: /home/dev/Documents/projects_cpp/Forex/third_party/NVTX/c/include
problems in calling code that expects `find_package` result variables
(e.g., `_FOUND`) to follow a certain pattern.
Call Stack (most recent call first):
/home/dev/Documents/libtorch_2_5_1/share/cmake/Caffe2/public/cuda.cmake:180 (find_package_handle_standard_args)
/home/dev/Documents/libtorch_2_5_1/share/cmake/Caffe2/Caffe2Config.cmake:86 (include)
/home/dev/Documents/libtorch_2_5_1/share/cmake/Torch/TorchConfig.cmake:68 (find_package)
CMakeLists.txt:131 (find_package)
This warning is for project developers.
更深入地说,标准 CMAKE
/usr/share/cmake-3.28/Modules/FindPackageHandleStandardArgs.cmake.txt
正在生成此警告:
``NAME_MISMATCHED``
.. versionadded:: 3.17
Indicate that the ``<PackageName>`` does not match
``${CMAKE_FIND_PACKAGE_NAME}``. This is usually a mistake and raises a
warning, but it may be intentional for usage of the command for components
of a larger package.
...
...
...
if (DEFINED CMAKE_FIND_PACKAGE_NAME
AND NOT FPHSA_NAME_MISMATCHED
AND NOT _NAME STREQUAL CMAKE_FIND_PACKAGE_NAME)
message(AUTHOR_WARNING
"The package name passed to `find_package_handle_standard_args` "
"(${_NAME}) does not match the name of the calling package "
"(${CMAKE_FIND_PACKAGE_NAME}). This can lead to problems in calling "
"code that expects `find_package` result variables (e.g., `_FOUND`) "
"to follow a certain pattern.")
endif ()
选项 1: 从上一个块中,我发现我可以修改 CMakeLists.txt 中的变量,以便警告不再显示:
set(FPHSA_NAME_MISMATCHED ON)
它似乎可以避免警告,但我不知道这是否会对其他库造成问题(我没有使用更多库)
问题是:我错过了什么吗?现在我的项目可以正确编译,没有任何警告。
选项2:
因为我知道我将 nvToolsExt 包含在文件夹 /third_party/NVTX 中...
我可以更新
libtorch/share/cmake/Caffe2/public/cuda.cmake
影响图书馆:
替换代码:
# nvToolsExt
find_path(nvtx3_dir NAMES nvtx3 PATHS "${PROJECT_SOURCE_DIR}/third_party/NVTX/c/include" NO_DEFAULT_PATH)
find_package_handle_standard_args(nvtx3 DEFAULT_MSG nvtx3_dir)
if(nvtx3_FOUND)
add_library(torch::nvtx3 INTERFACE IMPORTED)
target_include_directories(torch::nvtx3 INTERFACE "${nvtx3_dir}")
target_compile_definitions(torch::nvtx3 INTERFACE TORCH_CUDA_USE_NVTX3)
else()
message(WARNING "Cannot find NVTX3, find old NVTX instead")
add_library(torch::nvtoolsext INTERFACE IMPORTED)
set_property(TARGET torch::nvtoolsext PROPERTY INTERFACE_LINK_LIBRARIES CUDA::nvToolsExt)
endif()
作者:
# nvToolsExt
add_library(torch::nvtx3 INTERFACE IMPORTED)
target_include_directories(torch::nvtx3 INTERFACE "${PROJECT_SOURCE_DIR}/third_party/NVTX/c/include")
target_compile_definitions(torch::nvtx3 INTERFACE TORCH_CUDA_USE_NVTX3)
在这种情况下,CMAKE 能够在没有任何警告的情况下进行编译。
这些选项是否有效,或者有更好的解决方案来避免警告?
注意:我没有使用 nvToolsExt,因此删除添加它的脚本也对我有用。
我建议在深入研究源代码之前阅读文档。它说:
注意: 如果
与调用模块的<PackageName>
不匹配,则会发出不匹配的警告。如果使用旧签名,则可以设置CMAKE_FIND_PACKAGE_NAME
变量来绕过警告,而FPHSA_NAME_MISMATCHED
参数则使用新签名。为了避免强制调用者需要使用较新版本的 CMake,如果在未为新签名传递NAME_MISMATCHED
参数时定义了该变量的值,则将使用该变量的值(但使用两者都是错误的)。NAME_MISMATCHED
所以,是的,选项 1 看起来不错(尽管我只是在配置时传递
-DFPHSA_NAME_MISMATCHED
,而不是更改任何 CMake 文件。