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pytorchviz

2019-10-09 | |  156 |   0 |   0

PyTorchViz

A small package to create visualizations of PyTorch execution graphs and traces.

Installation

Install graphviz, e.g.:

brew install graphviz

Install the package itself:

pip install torchviz

Usage

1570590106255845.png

There are two functions, make_dot to make graphs from any PyTorch functions (requires that at least one input Variable requires_grad), and make_dot_from_trace that uses outputs of torch.jit.trace (does not always work). See examples.ipynb.

Acknowledgements

The script was moved from functional-zoo where it was created with the help of Adam Paszke, Soumith Chintala, Anton Osokin, and uses bits from tensorboard-pytorch.


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