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## Q2) Memory leak happens when using SophiaH, AdaHessian optimizers.
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`torch.autograd.grad` with complex gradient flows sometimes leads memory leak issues, and you might encounter OOM issue. [related issue](https://github.com/kozistr/pytorch_optimizer/issues/278)
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## Q3) How to run visualizations?
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Run `python3 -m examples.visualize_optimizers` on the project root.

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