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Previously, small values were clamped inside a torch.sqrt, so that the smallest possible values were sqrt(eps) instead of eps. For example, the default eps=1e-8 led to a smallest value of 1e-4.

…of the eps parameter

Previously, small values were clamped inside a `torch.sqrt`, so that the smallest possible values were sqrt(eps) instead of eps. For example, the default eps=1e-8 led to a smallest value of 1e-4.
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