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stax.serial PSDness about neural-tangents HOT 1 CLOSED

jaya-pret avatar jaya-pret commented on June 10, 2024
stax.serial PSDness

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romanngg avatar romanngg commented on June 10, 2024
  1. Re up/downsampling, we have the ImageResize layer https://neural-tangents.readthedocs.io/en/latest/_autosummary/neural_tangents.stax.ImageResize.html#neural_tangents.stax.ImageResize - would it work for you?

  2. It's a bit hard to diagnose non-PSDness, I may need to see the full code. Note that A won't be PSD unless x1 == x2, and if x1 == x2, you may want to try computing it as A = kernel_fn(x1, None, 'ntk'), which can be a bit more numerically stable.

Lmk if this help!

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