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Posted to issues@mxnet.apache.org by "Jeremie Desgagne-Bouchard (JIRA)" <ji...@apache.org> on 2018/06/23 04:19:00 UTC
[jira] [Created] (MXNET-563) Memory leak from R optimizers
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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