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Runist avatar Runist commented on July 17, 2024

你好可以交流一下MAML的问题吗

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Soarkey avatar Soarkey commented on July 17, 2024

@Runist
你好可以交流一下MAML的问题吗

你可以直接在评论区留下问题,如果能解决的话,我会回复你的

from soarkey.github.io.

Runist avatar Runist commented on July 17, 2024

@Runist
你好可以交流一下MAML的问题吗

你可以直接在评论区留下问题,如果能解决的话,我会回复你的

我在做最基础的MAML论文复现,也就是用MAML做小样本学习,训练一个初始化权重,让他在每个任务中都能很好的收敛。不过我遇到问题是,无论我把学习率改到多小,在训练的过程中,能很好下降,但是在验证过程中,loss要么一直上升,要么过一会在上升。我不知道为什么会这样针对一个batch的任务,我的code

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Soarkey avatar Soarkey commented on July 17, 2024

@Runist

@Runist
你好可以交流一下MAML的问题吗

你可以直接在评论区留下问题,如果能解决的话,我会回复你的

我在做最基础的MAML论文复现,也就是用MAML做小样本学习,训练一个初始化权重,让他在每个任务中都能很好的收敛。不过我遇到问题是,无论我把学习率改到多小,在训练的过程中,能很好下降,但是在验证过程中,loss要么一直上升,要么过一会在上升。我不知道为什么会这样针对一个batch的任务,我的code

抱歉,我没有训练过MAML的程序,无法解答你的问题,建议可以看作者源代码仓库和Issue部分

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