How can I debug my TensorFlow.js applications?
An example of an AI chatbot conversation about debugging TensorFlow.js applications.
How can I debug my TensorFlow.js applications?
You can debug TensorFlow.js applications using browser developer tools, console logs, and TensorFlow.js debugging utilities.
What specific tools should I use in the browser?
You can use Chrome DevTools for inspecting elements, monitoring network requests, and viewing console logs.
Are there any TensorFlow.js specific debugging tools?
Yes, TensorFlow.js provides a tf.setBackend() method to switch backends and tf.enableProdMode() for production debugging.
How can I handle errors in my TensorFlow.js code?
You can use try-catch blocks to handle errors and log them to the console for easier debugging.
Can you give me an example of a common error?
A common error is a shape mismatch in tensors, which can be debugged by checking the shapes of the tensors involved.
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