What are some tips for debugging ONNX.js models?
An example of an AI chatbot conversation about debugging ONNX.js models effectively.
What are some tips for debugging ONNX.js models?
Here are some tips: 1. Use console logs to track data flow. 2. Check model inputs and outputs. 3. Validate the model with ONNX Runtime.
How can I check the model inputs and outputs?
You can use the model.getInputs() and model.getOutputs() methods to inspect the shapes and types of the inputs and outputs.
What should I do if the model is not producing expected results?
Ensure that the input data is preprocessed correctly and matches the expected format. Also, check for any errors in the model conversion process.
Are there any tools that can help with debugging?
Yes, you can use tools like ONNX Model Zoo for testing and visualizing models, and browser developer tools for debugging JavaScript.
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