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on_exception hook event #376

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miguelvr opened this issue Feb 6, 2020 · 1 comment
Open

on_exception hook event #376

miguelvr opened this issue Feb 6, 2020 · 1 comment
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enhancement New feature or request

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@miguelvr
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miguelvr commented Feb 6, 2020

🚀 Feature

It would be nice to have the ability to process failed experiments by applying an action over an exception.

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This would be useful to trigger edge cases that might happen such as interrupted training procedures and saving the current state of the model, for example.

Another thing that comes to mind is a hook that sends you a warning of a failed training experiment, via some webhook.

There are multiple scenarios where this would be useful, for multiple reasons.

I would be happy to help, as always :)

@vreis
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vreis commented Feb 6, 2020

Sounds good to me!

This seems pretty simple to implement within ClassyTrainer, let me know if you need any pointers.

@mannatsingh mannatsingh added the enhancement New feature or request label Feb 12, 2020
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