zhreshold commented on issue #15655: Performance regression for gluon dataloader with large batch size URL: https://github.com/apache/incubator-mxnet/issues/15655#issuecomment-515718282 The next gen dataloader is under discussion so yes it will get faster in the future. To reduce the size of libmxnet.dll you can specify which arch and build from source on your desktop. The libmxnet.dll on windows has trade-offs choosing relocatable archs and to be honest I am not familiar with that.
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