liuzh91 opened a new pull request #16971: Extend estimator.evaluate() to 
support event handlers
URL: https://github.com/apache/incubator-mxnet/pull/16971
 
 
   ## Description ##
   Motivated by the issue #16959, we find that we could use existing 
`LoggingHandler` and `MetricHandler` for validation purpose. We extend 
`estimator.evaluate()` to support default and customized handlers. Our 
contributions can be summarized below:
   
   - We extend estimator.evaluate() to support event_handlers
   - We replace the metrics in estimator constructor with train_metrics and 
val_metrics
   - We decouple the dependence of default event handlers on training or 
validation metrics 
   - We add test script to verify the correctness of evaluate function 
   
   Fix #16959.
   
   

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