How do I debug CUDA code effectively?
An example of an AI chatbot conversation about debugging CUDA code effectively.
I'm having trouble with my CUDA code. It keeps crashing, and I can't figure out why.
Debugging CUDA can be tricky. Have you tried using cuda-gdb for debugging your kernel?
No, I haven't. How do I set that up?
You can set it up by compiling your code with the -g flag. Then, run your application with cuda-gdb to start debugging.
Got it! What should I look for when I start debugging?
Look for memory access violations, uninitialized variables, and ensure your kernel launches are correct.
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