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erelsgl avatar erelsgl commented on July 24, 2024

This is an interesting question.
I believe it can be done but requires some additions and adaptations.

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francescoagati avatar francescoagati commented on July 24, 2024

and using many serializers and every serializer is trained with a split of data?

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Berkmann18 avatar Berkmann18 commented on July 24, 2024

Since the classifier can be serialized using serialization, I believe it's possible (assuming that the SQL DB in question does support JSON data).

Would you mind expanding on the big classifier bit?
If it's one classifier then you're probably better off using one serializer (unless the performance costs of splitting it into several JSON data is better).

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francescoagati avatar francescoagati commented on July 24, 2024

yes but the problem is the ram. you must always load all the serialized json in ram

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Berkmann18 avatar Berkmann18 commented on July 24, 2024

Good point.

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