anirudh2290 commented on issue #15148: Very Large CPU RAM Memory Consumption (>1GB) URL: https://github.com/apache/incubator-mxnet/issues/15148#issuecomment-528700879 @rvardimon thanks for raising the issue. Have you looked at the profiler output from mxnet , when you load the model params it initially loads on cpu so you may see a spike but then it should be released after set_params is called. if not module api is adding some overhead which should be looked at: @karan6181
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