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Add allen cahn sota #879

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merged 9 commits into from
May 30, 2024

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xusuyong
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@xusuyong xusuyong commented May 6, 2024

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paddle-bot bot commented May 6, 2024

Thanks for your contribution!

ppsci/loss/mtl/ntk.py Show resolved Hide resolved
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CausalMSELoss的权重计算过程应该需要把NTK考虑进来,因为源论文的causalmseloss在NTK是否开启有两种实现方式

x: [2.0, False]
fourier:
dim: 256
scale: 1.0
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@HydrogenSulfate HydrogenSulfate May 7, 2024

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dim: 256
scale: 1.0
random_weight:
mean: 0.5
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@HydrogenSulfate HydrogenSulfate May 7, 2024

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iters_per_epoch: ${TRAIN.iters_per_epoch}
learning_rate: 1.0e-3
gamma: 0.9
decay_steps: 2000
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@HydrogenSulfate HydrogenSulfate May 7, 2024

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HydrogenSulfate

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LGTM,辛苦提交PR

@HydrogenSulfate HydrogenSulfate merged commit 55118fc into PaddlePaddle:develop May 30, 2024
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huohuohuohuohuo123 pushed a commit to huohuohuohuohuo123/PaddleScience that referenced this pull request Aug 12, 2024
* add allen cahn ntk

* update code

* add allen cahn ntk

* update code

* update code

* update code

* 修改配置

---------

Co-authored-by: HydrogenSulfate <[email protected]>
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2 participants