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I am running my code on google colab to bring mlflow dashboard and whenever I ran !mlflow ui and it is taking forever to execute. The last text on my screen is the Booting worker with pid. This is my first time working with mlflow can anyone tell me why this is happening and what I can do to fix it?

Huda Mg
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  • Please read [this](https://stackoverflow.com/help/how-to-ask). What have you tried to identify and then fix the problem? – PapaAtHome Oct 06 '22 at 08:55

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You can use mlflow ui to see logs, it doesn't install anything. In fact, it hosts a server using gunicorn. In order to connect to the tracking server created by Colab, reading this thread could be useful. (Also this doc)

I recommend you to run mlflow ui command on your local host and then go to the listening address to see what happens. (Things tracked on the colab don't show here!)

Matin Zivdar
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aimlflow might be helpful. It helps to run a beautiful UI on top of mlflow logs the code: https://github.com/aimhubio/aimlflow

Tatyana Manaseryan
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  • Welcome to stackoverflow. Can you please offer some insight into why this library might solve the poster's issue? Generally a link only answer without an example or explanation isn't acceptable. https://stackoverflow.com/help/how-to-answer – DJSDev Feb 04 '23 at 16:12