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cleinc / bts

From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation
GNU General Public License v3.0
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Stability of training #58

Open tim885 opened 4 years ago

tim885 commented 4 years ago

Hi, Thanks a lot for sharing your code! However, during training with offered code on NYUDv2 24K raw data, I found a strange instability about validation as follows: image Whether you have also encountered this during training and how to explain it? Thank you by advance.

cogaplex-bts commented 4 years ago

@tim885 We have experienced the same. We consider it as an instability of our network when trained with low batch sizes.

liangwx commented 4 years ago

Could you tell me how many hours it takes to train with offered code on NYUDv2 24K or KITTI raw data such as with 4 GPU? Thanks! @cogaplex-bts @cogaplex-bts