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Expose progress bars for data pre-processing during model fitting #1983

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srinify opened this issue May 3, 2024 · 0 comments
Open

Expose progress bars for data pre-processing during model fitting #1983

srinify opened this issue May 3, 2024 · 0 comments
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feature: modeling Related to training the model itself feature request Request for a new feature

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@srinify
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srinify commented May 3, 2024

Problem Description

When training synthesizer models, especially when using GAN based approaches on large datasets, it can take many hours for the computation to finish and the progress bar may only kick in once in the actual model training phase. Exposing a progress bar for the data pre-processing and other key phases would significantly improve quality of life here.

I'm not sure what all 🔑 phases exist, so this likely will require some design thinking here to make it as useful as possible.

Originally suggested here: sdv-dev/CTGAN#354

@srinify srinify added feature request Request for a new feature feature:sampling Related to generating synthetic data after a model is built labels May 3, 2024
@srinify srinify added feature: modeling Related to training the model itself and removed feature:sampling Related to generating synthetic data after a model is built labels May 3, 2024
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Labels
feature: modeling Related to training the model itself feature request Request for a new feature
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