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What is ONNX.js compatibility?

An example of an AI chatbot conversation about ONNX.js compatibility and its features.

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You

What is ONNX.js compatibility?

MagicBuddy
MagicBuddy

ONNX.js is a JavaScript library that allows you to run ONNX models in the browser. Compatibility refers to how well it supports various ONNX model features.

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You

Which ONNX model versions are supported by ONNX.js?

MagicBuddy
MagicBuddy

ONNX.js generally supports ONNX models from version 1.2 and above, but it's best to check the official documentation for the latest compatibility details.

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You

Can I use ONNX.js with TensorFlow models?

MagicBuddy
MagicBuddy

You can't directly use TensorFlow models with ONNX.js, but you can convert TensorFlow models to ONNX format using tools like tf2onnx.

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You

What are the performance implications of using ONNX.js?

MagicBuddy
MagicBuddy

Performance can vary based on the model complexity and the browser's capabilities. Generally, ONNX.js is optimized for real-time inference.

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You

Are there any limitations I should be aware of?

MagicBuddy
MagicBuddy

Yes, some advanced ONNX operations may not be fully supported, and performance can differ across browsers.

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