How can I fix training issues in TensorFlow.js?
An example of an AI chatbot conversation about troubleshooting TensorFlow.js training issues.
I'm having trouble with my TensorFlow.js model not training properly. What should I check?
First, ensure that your data is correctly formatted and preprocessed. Are you using the right input shape?
Yes, the input shape seems fine. But the loss isn't decreasing during training.
In that case, check your learning rate. A learning rate that's too high can prevent convergence. What value are you using?
I'm using 0.01. Should I try lowering it?
Yes, try lowering it to 0.001 or even 0.0001 and see if that helps. Also, consider increasing the number of epochs.
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