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From "Lai Wei (JIRA)" <j...@apache.org>
Subject [jira] [Created] (MXNET-1366) Provide History Object for easy information access for event handlers
Date Wed, 27 Mar 2019 12:41:00 GMT
Lai Wei created MXNET-1366:
------------------------------

             Summary: Provide History Object for easy information access for event handlers
                 Key: MXNET-1366
                 URL: https://issues.apache.org/jira/browse/MXNET-1366
             Project: Apache MXNet
          Issue Type: New Feature
          Components: Gluon
            Reporter: Lai Wei


# 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|https://github.com/apache/incubator-mxnet/pull/14462#discussion_r267125641])
 # We need to keep event handlers from access additional information they don't need from
estimator, for example, data loaders, trainer, context
 # It will be useful to keep some information as training states/history and be able to serialize
them for easy resuming from checkpoints
 # We can even make history object an event handler (setting information in states/history,
serialize actions controlled by callbacks)



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