How can I debug my TensorFlow.js code effectively?
You can use the browser's developer tools to inspect your code. Also, adding console logs can help track variable values.
What are some common errors I might encounter?
Common errors include tensor shape mismatches, incorrect model loading, and issues with async functions.
How can I visualize the tensors during debugging?
You can use TensorFlow.js's built-in functions like tf.print()
to visualize tensor values in the console.
Are there any debugging tools specifically for TensorFlow.js?
Yes, you can use tools like TensorBoard for visualizing model training and debugging, along with Chrome DevTools.
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