ZhenglinZhou / STAR

[CVPR 2023] STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
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backward error in training #23

Open yangli-lab opened 9 months ago

yangli-lab commented 9 months ago

Hello, I got an error when try to train on my own dataset, in the optimizer.step() . Do you have any idea about it? image

ZhenglinZhou commented 9 months ago

Hi @yangli-lab,

What is the number of facial landmark in your own dataset? It seems like that the number of facial landmark has been set incorrectly. Remember to modify the config file.

yangli-lab commented 9 months ago

The landmark number is 98, and I set the data_definition in alignment.py as 'WFLW', as you can see below image

yangli-lab commented 9 months ago

more detailed error logs image

evemtics commented 5 months ago

更详细的错误日志 图像

你好请问解决了这个问题吗,我也存在这个问题

yangli-lab commented 5 months ago

The issue arose due to the default loading of optimizer parameters corresponding to those used by the authors during pretraining, which resulted in errors when attempting to modify optimizer-related parameters during training. I resolved this problem by explicitly setting up a new optimizer. Hope this will be helpful