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loss curve

Open DingHuilsp opened this issue 1 year ago • 0 comments

The trend of the loss curve in the BYOL method is always decreasing, or does it decrease first and then increase? Because as I understand it, initially the target_network and online_network are closer, so the exported features are also closer. I looked at some blogs, and some losses do indeed decrease and then increase. However, when I train it myself, the loss keeps decreasing, reaching around 0.003, and it converges very quickly. I'm not sure if my model has collapsed.

DingHuilsp avatar Apr 16 '24 08:04 DingHuilsp