CUDAAdvisor is a profiling tool for GPU.
- GPU server with cc 3.5 or later
- LLVM 4.0 or later
- CUDA 7.0 or later
- cmake 3.4.3 or later
Your system should have LLVM installed.
$ cd [llvm source tree]/lib/Transforms/
$ git clone https://github.com/sderek/CUDAAdvisor.git
And copy the fowllowing lines into lib/Transforms/CMakeLists.txt
add_subdirectory(CUDAAdvisor)
Go to the top level of your LLVM build directory and rebuild, you should get a new file lib/LLVMCudaAdvisor.so. You are able to use the opt tool to access it. There is an exmple in src/ subdirectory and a template is provided.
[CGO'18] CUDAAdvisor: LLVM-based Runtime Profiling for Modern GPUs
Du Shen, College of William and Mary
Leon Shuaiwen Song, Pacific Northwest National Laboratory
Ang Li, Pacific Northwest National Laboratory
Xu Liu, College of William and Mary