What are the limitations of TorchScript?
An example of an AI chatbot conversation about TorchScript limitations in PyTorch.
What are the limitations of TorchScript?
TorchScript has several limitations, such as not supporting all Python features, dynamic control flow, and certain libraries.
Can you give examples of unsupported Python features?
Sure! For instance, TorchScript doesn't support Python's built-in functions like print() or complex data structures like dictionaries.
How does this affect model deployment?
It means that models relying on unsupported features may not be able to be serialized or run in a production environment.
Are there any workarounds for these limitations?
Yes, you can often refactor your code to avoid unsupported features or use alternative methods that are compatible with TorchScript.
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