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DLLXW avatar DLLXW commented on September 26, 2024

使用SWA的时候,我想每间隔5个epoch保存一个权重,opt.swap_swa_sgd()和opt.bn_update(train_loader, model)要放在什么位置?pytorch文档里面说放在训练完成之后,这样的话就只能是最后一个epoch的权重保存了SWA,其他的没有啊

建议离线进行swa,这样更容易work

from data-science-competition.

Lg955 avatar Lg955 commented on September 26, 2024

先按照正常方法训练、保存权重,等全部训练完,使用其中几个权重加权取平均?

使用SWA的时候,我想每间隔5个epoch保存一个权重,opt.swap_swa_sgd()和opt.bn_update(train_loader, model)要放在什么位置?pytorch文档里面说放在训练完成之后,这样的话就只能是最后一个epoch的权重保存了SWA,其他的没有啊

建议离线进行swa,这样更容易work

from data-science-competition.

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