nsight debug caffe

最新推荐文章于 2025-06-01 20:59:09 发布

华山汉灵

最新推荐文章于 2025-06-01 20:59:09 发布

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分类专栏：编程-深度学习框架

本文链接：https://blog.youkuaiyun.com/Meihuashan_HUST/article/details/89877927

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本文介绍了在Ubuntu系统下使用Nsight进行Caffe开发的步骤。包括安装Nsight包，导入Caffe项目，正确编辑makefile.config和make文件进行构建，创建调试配置，以及根据solver.prototxt中的模式在不同文件设置断点进行调试。

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1.install nsight
package on ubuntu is below
https://download.youkuaiyun.com/download/meihuashan_hust/11161449
2.import caffe
file->New->makefile project with existing code
input project name and choose code location
toolchian choose Linux GCC
2.build
suppose you can edit makefile.config and make file correctly and build caffe succeed
attention:here you should uncomment DEBUG :=1
在这里插入图片描述 you can build caffe in nsight or on terminal
3.run->debug configuration
push “new” button to create a configration
“Main” menu C/C++ Application you must input caffe path in “.build_debug” not “.build” later is not support debug
“Arguments” menu input “train -solver=xxx” not “train --solver” later will error
在这里插入图片描述
4.debug
push “debug” button
attention in solver.prototxt
if mode is GPU you can set breakpoint in .cu files
if mode is CPU you can set breakpoint in .cpp files
like this solver mode is CPU