How can I debug my PyTorch model effectively?
An example of an AI chatbot conversation about debugging PyTorch models.
I'm having trouble with my PyTorch model not training properly. What should I check first?
First, check your data pipeline. Ensure that your data is being loaded correctly and is in the right format.
I've verified the data loading, but the loss isn't decreasing. What else could be wrong?
Next, check your model architecture. Make sure the layers are set up correctly and that you're using appropriate activation functions.
I think the architecture is fine. Could it be an issue with the learning rate?
Yes, a learning rate that's too high or too low can cause issues. Try adjusting it and see if that helps.
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