How do I debug CUDA applications effectively?
An example of an AI chatbot conversation about debugging CUDA applications.
How do I debug CUDA applications effectively?
Debugging CUDA applications can be challenging. You can use tools like NVIDIA Nsight, cuda-gdb, or printf debugging.
What is NVIDIA Nsight and how does it help?
NVIDIA Nsight is a powerful IDE that provides debugging and profiling tools for CUDA applications, helping you visualize performance.
Can you explain how to use cuda-gdb?
Sure! To use cuda-gdb, compile your CUDA code with the -g flag, then run cuda-gdb ./your_program to start debugging.
What are some common errors in CUDA programming?
Common errors include memory access violations, kernel launch failures, and incorrect use of CUDA APIs. Always check error codes!
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