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Update custom_diffusion.mdx (#3165) 

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docs/source/en/training/custom_diffusion.mdx
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...@@ -279,9 +279,11 @@ You can also perform inference from one of the complete checkpoint saved during ...@@ -279,9 +279,11 @@ You can also perform inference from one of the complete checkpoint saved during
TODO. TODO.
## Set grads to none ## Set grads to none
To save even more memory, pass the `--set_grads_to_none` argument to the script. This will set grads to None instead of zero. However, be aware that it changes certain behaviors, so if you start experiencing any problems, remove this argument. To save even more memory, pass the `--set_grads_to_none` argument to the script. This will set grads to None instead of zero. However, be aware that it changes certain behaviors, so if you start experiencing any problems, remove this argument.
More info: https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html More info: https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html
## Experimental results ## Experimental results
You can refer to [our webpage](https://www.cs.cmu.edu/~custom-diffusion/) that discusses our experiments in detail. You can refer to [our webpage](https://www.cs.cmu.edu/~custom-diffusion/) that discusses our experiments in detail.
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