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pages/usage/worked_examples.md
@@ -65,7 +65,6 @@ running the net with different input arrays on each MPI rank.
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#### 8) Autograd
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[This worked example](https://github.com/Cambridge-ICCS/FTorch/tree/main/examples/8_Autograd)
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-is currently under development. Eventually, it will demonstrate how to perform
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-automatic differentiation in FTorch by leveraging PyTorch's Autograd module.
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-Currently, it just demonstrates how to compute mathematical expressions
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-involving Torch tensors.
+demonstrates how to perform automatic differentiation of mathematical
+expressions involving Torch tensors in FTorch by leveraging PyTorch's Autograd
+module.
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