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add pic to readme
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soumith committed Jan 17, 2017
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4 changes: 4 additions & 0 deletions README.md
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Expand Up @@ -50,6 +50,8 @@ Elaborating further:

If you use numpy, then you have used Tensors (a.k.a ndarray).

<p align=center><img width="30%" src="docs/source/_static/img/tensor_illustration.png" /></p>

PyTorch provides Tensors that can live either on the CPU or the GPU, and accelerate
compute by a huge amount.

Expand All @@ -75,6 +77,8 @@ from several research papers on this topic, as well as current and past work suc
While this technique is not unique to PyTorch, it's one of the fastest implementations of it to date.
You get the best of speed and flexibility for your crazy research.

<p align=center><img width="80%" src="docs/source/_static/img/dynamic_graph.gif" /></p>

### Python first

PyTorch is not a Python binding into a monolothic C++ framework.
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