Torchinfo

Torchinfo provides comprehensive model summaries for PyTorch, similar to TensorFlow's `model.summary()` API. It's a completely rewritten version of the original `torchsummary` and `torchsummaryX` projects, addressing previous issues and introducing a new API. It helps in debugging networks by visualizing layer details, input/output shapes, parameter counts, and operations. The current version is 1.8.0, and it follows an active release cadence with frequent updates.