zburning opened a new issue #16880: Better to flatten the label array in 
metric.F1()
URL: https://github.com/apache/incubator-mxnet/issues/16880
 
 
   ## Description
   
   Unlike the other metrics, the current metric.F1() doesn't flatten the label. 
Commonly the label would have the shape of (batch_size, 1), so it could be 
better to flatten it inside the F1() method. Otherwise it will give a wrong 
result without error, which could be hard to debug.
   
   ### Error Message
   (Paste the complete error message, including stack trace.)
   
   ## To Reproduce
   (If you developed your own code, please provide a short script that 
reproduces the error. For existing examples, please provide link.)
   
   ### Steps to reproduce
   (Paste the commands you ran that produced the error.)
   
   1.
   2.
   
   ## What have you tried to solve it?
   
   1.
   2.
   
   ## Environment
   
   We recommend using our script for collecting the diagnositc information. Run 
the following command and paste the outputs below:
   ```
   curl --retry 10 -s 
https://raw.githubusercontent.com/dmlc/gluon-nlp/master/tools/diagnose.py | 
python
   
   # paste outputs here
   ```
   

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