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S4 Listops have nan loss #138

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lthilnklover opened this issue Feb 28, 2024 · 1 comment
Open

S4 Listops have nan loss #138

lthilnklover opened this issue Feb 28, 2024 · 1 comment

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@lthilnklover
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lthilnklover commented Feb 28, 2024

First of all, thank you for the comprehensive code base for all variants of S4 models.

However, as I try to run the Listops experiments with S4 (HYYT version), the losses for train, test and val all become nan after 1 epoch.

I ran the following script:

python -m train experiment=lra/s4-listops wandb=null

The final accuracy is also way below the reported accuracy (train=0.17).

Is there something that I have done wrong..?

@radarFudan
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I came across the same problem and decreasing learning rate by 10 cannot solve this problem.

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