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AD for soft min-max function #3

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maximilian-kruse opened this issue Jan 17, 2025 · 0 comments
Open
2 tasks

AD for soft min-max function #3

maximilian-kruse opened this issue Jan 17, 2025 · 0 comments
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maximilian-kruse commented Jan 17, 2025

The soft min-max function for the $\lambda$ parameter transformation seems to have an unstable derivative with AD for large order parameters $\kappa$. Need to re-implement the derivative manually with branching

  • Implement stabilized version
  • Update disclaimer in docs
@maximilian-kruse maximilian-kruse added the bug Something isn't working label Jan 17, 2025
@maximilian-kruse maximilian-kruse self-assigned this Jan 17, 2025
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