New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

复现过程中测试结果异常 #22

Open

lelelelelelelelelelelelelelele opened this issue Dec 11, 2024 · 3 comments

lelelelelelelelelelelelelelele commented Dec 11, 2024

非常感谢您的工作！我在复现时遇到了一个问题，测试集上只有第一个horizon的结果是正常的，其他的horizon都是明显异常，并且每个epoch结束后，异常horizon的值都是固定的
epoch1

epoch2

lelelelelelelelelelelelelelele closed this as completed

lelelelelelelelelelelelelelele reopened this

Owner

Jimmy-7664 commented Dec 11, 2024

您好，这是由于课程学习的原因，模型会逐步学习预测值。您可以在MTGNN的文章中查看到更多关于curriculum learning的细节。

Owner

Jimmy-7664 commented Dec 11, 2024 •

edited

Loading

具体的代码实现可以看这里
https://github.com/Jimmy-7664/STD-MAE/blob/45cc479b5b7530e65a65ac87bd4dada30043741d/basicts/runners/base_tsf_runner.py#L169C1-L189C25

https://github.com/Jimmy-7664/STD-MAE/blob/45cc479b5b7530e65a65ac87bd4dada30043741d/basicts/runners/base_tsf_runner.py#L242C1-L245C73

Owner

Jimmy-7664 commented Dec 12, 2024 •

edited

Loading

@lelelelelelelelelelelelelelele 相关的配置文件在这里，以PEMS03数据集为例
https://github.com/Jimmy-7664/STD-MAE/blob/45cc479b5b7530e65a65ac87bd4dada30043741d/stdmae/STDMAE_PEMS03.py#L121C1-L126C1

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment