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twke18 / Adaptive_Affinity_Fields

Adaptive Affinity Fields for Semantic Segmentation
https://jyhjinghwang.github.io/projects/aaf.html
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Time overhead #9

Closed arc144 closed 5 years ago

arc144 commented 5 years ago

Hi, I've adapted the code here for Pytorch and it seems to have worked ok. However I'm experience a huge overhead in terms of time. Without AAF a single epoch would take ~18min, now it's taking around 29min. Is an overhead of this magnitude to be expected? Thanks Kind regards,

twke18 commented 5 years ago

Hi, we expect the computational overhead to be around 10~20% in Tensorflow.