How do I troubleshoot GPU issues in PyTorch?
An example of an AI chatbot conversation about troubleshooting GPU issues in PyTorch.
I'm having trouble getting my PyTorch model to run on my GPU. What should I check?
First, ensure that your GPU is properly installed and recognized by your system. You can check this by running nvidia-smi in your terminal.
I ran nvidia-smi, and it shows my GPU is available. What next?
Great! Next, make sure that PyTorch is installed with GPU support. You can verify this by running torch.cuda.is_available() in Python.
It returns 'False'. How can I fix that?
This usually means that PyTorch was installed without CUDA support. You can reinstall PyTorch with the appropriate CUDA version by following the instructions on the official PyTorch website.
Thanks! I'll try that. What if I still face issues?
If you still encounter problems, check your CUDA and cuDNN versions to ensure they are compatible with your PyTorch version.
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