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训练步长可以动态调整吗? #34

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xuanhaodong opened this issue Feb 27, 2024 · 3 comments
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训练步长可以动态调整吗? #34

xuanhaodong opened this issue Feb 27, 2024 · 3 comments
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@xuanhaodong
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你好,根据给出的example.py中的saits = SAITS(n_steps=48, n_features=37, n_layers=2, d_model=256, d_inner=128, n_heads=4, d_k=64, d_v=64, dropout=0.1, epochs=10),可以看到n_steps被设置为48,因为example中给定的数据集中每个RecordID都有48个样本。
但我的数据集中每个RecordID对应的样本数是不固定的,比如1个,7个,甚至216个,这样的话我把n_steps参数设置为最大的RecordID对应数目,比如216,这会是可行的吗?或者有没有其它方案。十分感谢!

@WenjieDu
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Hi there,

Thank you so much for your attention to SAITS! If you find SAITS is helpful to your work, please star⭐️ this repository. Your star is your recognition, which can let others notice SAITS. It matters and is definitely a kind of contribution.

I have received your message and will respond ASAP. Thank you again for your patience! 😃

Best,
Wenjie

@WenjieDu
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你好,目前不支持,这个feature我们在PyPOTS的issue#139中讨论过,目前优先级不高,但后续会在PyPOTS中更新,欢迎参与讨论。你可以在github上follow我并加入我们的微信社区以获取与PyPOTS相关的最新消息

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