szha commented on issue #14973: [MXNET-1404] Added the GPU memory profiler URL: https://github.com/apache/incubator-mxnet/pull/14973#issuecomment-496267391 This is because the current approach identifies the allocation source by naming every NDArray from the frontend. The quoted examples in GluonNLP happen to use `name_scope` and thus assigns names in symbolic mode. Since mxnet 1.3 we no longer require users to use `name_scope`, which means we cannot rely on it for getting meaningful names. Thus, for general cases, users need to assign names manually for each array.
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