espnet3.components.modeling.lightning_module.build_model_summary

source

espnet3.components.modeling.lightning_module.build_model_summary(model) → Dict[str, object]

Build a static model summary for logs or publication metadata.

• Parameters:model – PyTorch model instance to summarize.
• Returns: Dictionary with model class, parameter counts, buffer counts, dtype composition, formatted display strings, and repr(model).

Notes

This helper only inspects the instantiated module. It does not run a forward pass, so no example batch or shape inference is required.

Examples

summary = build_model_summary(model)
print(summary["total_params_display"])