unet loss error

[lfdeep]

When I trained unet in the pascal voc dataset and i set learning rate=0.001, the loss was particularly large:

Iter [1833/300000] Loss: 115374464.0000 Time/Image: 0.0173 Iter [1834/300000] Loss: 22800710.0000 Time/Image: 0.0163 Iter [1835/300000] Loss: 470180.6250 Time/Image: 0.0180 Iter [1836/300000] Loss: 32794706.0000 Time/Image: 0.0177 Iter [1837/300000] Loss: 10254959.0000 Time/Image: 0.0160 Iter [1838/300000] Loss: 127539232.0000 Time/Image: 0.0158

i don't know how to solve it!

[Qirui-Y]

Hello, can you share your config file?

[flyking1994]

Have you solve your problem?

[GewelsJI]

learning rate is too large, plz try small lr