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  1. Apache MXNet (Retired)
  2. MXNET-1366

Provide History Object for easy information access for event handlers

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Details

    • New Feature
    • Status: To Do
    • Major
    • Resolution: Unresolved
    • Gluon
    • None

    Description

      1. Currently, when constructing event handlers, user need to pass the estimator class, so handlers can access any information/data they need at different events (Reference comment)
      2. We need to keep event handlers from access additional information they don't need from estimator, for example, data loaders, trainer, context
      3. It will be useful to keep some information as training states/history and be able to serialize them for easy resuming from checkpoints
      4. We can even make history object an event handler (setting information in states/history, serialize actions controlled by callbacks)

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            Unassigned Unassigned
            roywei Lai Wei
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            Dates

              Created:
              Updated: