Thanks @feevos 
Now issue resolved related to distributed training.
but my other main concern is here 
https://discuss.mxnet.apache.org/t/autogluon-simple-program-failing-with-distributed-training/5553/8

(last but one post - which i think there is no implementation of it yet.)





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