deepinsight / deepinsight/insightface

关于archface_torch训练工程使用mobilefacenet网络训练不收敛问题

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Dominant language
Python
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Description

@yingfeng @nttstar @nihui @ppwwyyxx @leondgars 你们好,就是我在使用archface_torch工程训练mobilefacenet网络loss一直无法收敛,想问下是不是我参数设置有问题,期待你们的回答。
![image](https://user-images.githubusercontent.com/58413357/144156176-b4e8b1ab-5041-4a23-8e43-ca0febc310e6.png)
![image](https://user-images.githubusercontent.com/58413357/144156500-d7f3e063-2b7b-477d-9bca-cf0f5eeb5374.png)

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Research direction

Begin by locating the archface_torch training entry point and its mobilefacenet configuration; inspect the parameters used for the run alongside the attached loss plots. Reproduce the reported non-convergence, and consider the issue resolved when the cause is identified and a mobilefacenet training run has demonstrably converging loss.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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