[GitHub] szha commented on issue #9343: memory leakage ?

[GitBox <gi...@apache.org>]

szha commented on issue #9343: memory leakage ?
URL: https://github.com/apache/incubator-mxnet/issues/9343#issuecomment-355907094
 
 
   The problem is that in your inference loop there was no blocking operator, which means the next iteration will start before the current iteration finishes. Since the execution for operators are asynchronous, the unfinished operators would accumulate, which results in ever-increasing memory usage.
   
   The quickest fix is to print the loss as well in the inner loop. Because the loss is an ndarray, its `__str__` requires `asnumpy` call, which is blocking. This ensures that one iteration finishes before next could start.

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