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re-implementation with tensorflow cannot achieve the same accuracy on mxnet.

Open Jar7 opened this issue 6 years ago • 1 comments

Hi, I apply insightface for face recognition with my own dataset by simply add 2 fc layers and output the index of the class. Firstly I trained it on mxnet, fixed the feature network(author provided pretrained model: r100), only finetune that 2 additional fc layers. Then I re-implemented it with tensorflow, the parameters and optimizer and initialization is the same. However, I cannot reproduce the same result as on mxnet. Any suggestion, please? Is there any detail could I ignored? Thank you.

Jar7 avatar Oct 09 '19 06:10 Jar7

If the accuracy on mxnet is normal, so why TF?

clhne avatar Oct 22 '19 23:10 clhne