Clamp similarity values between -1.0 and 1.0 to avoid NaNs from acos - #9
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zolastro wants to merge 1 commit into
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Clamp similarity values between -1.0 and 1.0 to avoid NaNs from acos#9zolastro wants to merge 1 commit into
zolastro wants to merge 1 commit into
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This pull request makes a minor adjustment to the similarity calculation in the
block_influencefunction to ensure numerical stability when using angular metrics.torch.clampoperation to restrict the values ofsimbetween -1.0 and 1.0 before applying the arccosine function in the angular metric computation. This prevents errors due to floating point inaccuracies.I have noticed some NaNs while testing the function, mainly numbers slightly above 1.