Comments (6)
你这么说提醒了我,这个margin我一直使用默认值没有改动过。另外,一开始的学习率可以大一些。代码默认0.001是我后期使用的数值。你可以参考下作者在论文里使用过的数值。
如果还是不收敛,换到resnet分支试一下。我发现ResNet收敛比HRNet更快一点。
from arcface.
一个完整的epoch吗?应该不至于,你看下accuracy有没有提升的趋势。
from arcface.
是的,0.5很难收敛,后面都在20上下波动,换0.35就可以收敛到很小,verification太慢了没测 😂,主要是觉得loss不收敛就没测。
from arcface.
这里的0.5和0.35是指学习率?accuracy在训练log里有的,也可以在TensorBoard中查看。
from arcface.
抱歉没描述清楚,0.5 和0.3 都是arcface loss的margin
from arcface.
好的,感谢!
from arcface.
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from arcface.