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Enhance functionality that persist our models #8

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dmtrs opened this issue Jul 18, 2020 · 0 comments
Open

Enhance functionality that persist our models #8

dmtrs opened this issue Jul 18, 2020 · 0 comments

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@dmtrs
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dmtrs commented Jul 18, 2020

Currently the algorithm for persisting our model to cloud storage is naive. Enhance functionality that persist as follows:

  • We should persist every model on local storage
  • Upon update interval we should:
    • find the "best" model, where best mean: min( ( loss + validation loss ) / 2 for each model )
    • upload the best model
    • clean up existing models
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@dmtrs