szha edited a comment on issue #17335: Excessive GPU memory usage with dynamic shape input using Gluon interface URL: https://github.com/apache/incubator-mxnet/issues/17335#issuecomment-613023714 This is a problem of having memory cache outside of memory manager and memory fragmentation. You can try `mx.gpu(0).empty_cache()` to alleviate the problem. @Jerryzcn @andrei5055
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