How can I debug my TensorFlow code effectively?
An example of an AI chatbot conversation about debugging TensorFlow code.
I'm having trouble with my TensorFlow model. It keeps throwing an error during training.
I can help with that! What specific error message are you seeing?
It says 'ValueError: Shapes (None, 10) and (None, 5) are incompatible'.
This error usually indicates a mismatch between the output shape of your model and the shape of your labels. Can you share your model architecture?
Sure, I'm using a Sequential model with a Dense layer that has 10 units, but my labels are one-hot encoded with 5 classes.
That explains the shape mismatch! You need to adjust your output layer to have 5 units instead of 10 to match your labels.
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