Rework the Kaiming initialization. #573
Merged
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Add support for the following in Kaiming initialization:
FanIn
orFanOut
rather than always defaulting toFanIn
.This is a breaking change so will only be included in the next major release. It also changes the default behavior when using Kaiming uniform (which is the default for most linear/conv layers): the gain is multiplied by sqrt(2) because of the non-linearity part and there is also a bugfix included here that multiplies the bounds by sqrt(3). Overall the initial values will be scaled up by a factor of sqrt(6).