rahul003 opened a new issue #9774: mx.io.ImageRecordIter does not respect dtype 
URL: https://github.com/apache/incubator-mxnet/issues/9774
   ## Description
   mx.io.ImageRecordIter or src/io/iter_image_recordio_2.cc doesn't respect 
dtype parameter taken. 
   It is designed to only work with float32 because of instantiating the class 
with real_t dtype. (in src/io/iter_image_recordio_2.cc). Can we make it handle 
fp16 too? This is important for fp16 training.
   ## Environment info (Required)
   Mxnet 1.0
   Package used: Python
   ## Error Message:
   Silently generates fp32 data
   ## Minimum reproducible example
   ## Steps to reproduce
   ## What have you tried to solve it?
   Can we come up with a better way than to create a new operator passing DType 
as fp16?

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