Jeremie Desgagne-Bouchard created MXNET-563:
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             Summary: Memory leak from R optimizers
                 Key: MXNET-563
                 URL: https://issues.apache.org/jira/browse/MXNET-563
             Project: Apache MXNet
          Issue Type: Bug
            Reporter: Jeremie Desgagne-Bouchard


As described in the issue: 
[https://github.com/apache/incubator-mxnet/issues/10928]

Weight update should be performed through mutation of the NDArray, otherwise 
consumptions rapidly explode for large networks. 

For example: 

x = mx.ndarray(1:3),

mx.nd.square(x, out=x)  - works for first time

mx.nd.square(x, out=x)  - throws an error at second time. 



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