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训练效果异常 #74

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karmueo opened this issue May 27, 2020 · 1 comment
Open

训练效果异常 #74

karmueo opened this issue May 27, 2020 · 1 comment

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@karmueo
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karmueo commented May 27, 2020

按照您提供的coins数据集和参数进行训练,训练效果不理想,loss_xy几乎不收敛,不知道是哪里出来问题.
最后一个Epoch的输出为:
loss (batch)=685, loss_cls=29.6, loss_l2=24.8, loss_obj=531, loss_wh=2.4, loss_xy=122, lr=0.001

@love2learn-7179
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love2learn-7179 commented May 27, 2020

I also have the same issue of loss_xy not converging. I was trying to fine-tune the model w/ coco val data. Is it because the current code uses bce for loss_xy?
Additionally, the losses are very noizy, so I have to use 0.999 for smoothing from TensorBoard. Is it normal?

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