{"library":"torchinfo","type":"library","category":null,"description":"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.","language":"python","status":"active","version":"1.8.0","tags":["pytorch","model summary","deep learning","debugging","model analysis"],"last_verified":"Sat May 23","install":[{"cmd":"pip install torchinfo","imports":["from torchinfo import summary"]},{"cmd":"pip install 'torchinfo<1.6.0' # For Python 3.6 support","imports":[]}],"homepage":null,"github":"https://github.com/tyleryep/torchinfo","docs":null,"changelog":null,"pypi":"https://pypi.org/project/torchinfo/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/torchinfo/compatibility"}}