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Understand why the interactive app collapses after 100k steps #6

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@Guillemdb

For some reason there seems to be a sync issue between updating the dashboard and computing the algorithm iterations, so when we click the stop buttong, the UI keeps updating for thousands of steps.

I believe it may be that we are reaching the limit of what panel can handle, but it is also possible that I am a noob when it comes to web apps, and there is something I am doing wrong.

Let's investigate this issue and understand why it happens and how to fix it.

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