How do I use TorchScript in my PyTorch projects?
An example of an AI chatbot conversation about using TorchScript in PyTorch projects.
How do I use TorchScript in my PyTorch projects?
TorchScript is a way to create serializable and optimizable models from PyTorch code. You can use it by converting your models using torch.jit.script or torch.jit.trace.
What's the difference between script and trace?
torch.jit.script analyzes the code and converts it into TorchScript, allowing for dynamic control flow. torch.jit.trace, on the other hand, records the operations that happen during a specific input's execution.
Can I use TorchScript with custom layers?
Yes, you can use TorchScript with custom layers, but you need to ensure that they are compatible with TorchScript by using @torch.jit.script or implementing the forward method correctly.
How do I save and load a TorchScript model?
You can save a TorchScript model using torch.jit.save(model, 'model.pt') and load it with torch.jit.load('model.pt').
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