KellenSunderland commented on issue #12116: Excessive memory allocation without 
static_alloc
URL: 
https://github.com/apache/incubator-mxnet/issues/12116#issuecomment-412082735
 
 
   I ran the follow code:
   ```python
   import mxnet as mx
   import gluoncv
   from time import sleep
   
   net = gluoncv.model_zoo.get_model('cifar_resnet20_v1', pretrained=True, 
ctx=mx.gpu(0))
   net.hybridize()
   sleep(10)
   ```
   
   With commit ed203047573db7681feb5631901a609e6e074971 and observed a GPU 
memory usage of 2.5GB.  Re-running the same test with commit  
98a41af52a2c7cb9e30a6cf81796d431212f217d I observe a memory usage of 2.5GB

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