Yuxin Wu • 5/23/2022

TorchScript: Tracing vs. Scripting

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This technical article compares PyTorch's two methods for converting an nn.Module to TorchScript: tracing and scripting. It argues that tracing should be the default for deploying non-trivial models, citing its advantages for code quality and how its limitations can be mitigated by mixing with scripting. It clarifies terminology and discusses dynamic control flow.

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#tracing #Scripting #Model Deployment

TorchScript: Tracing vs. Scripting

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