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Softshrink

Softshrink(lambd=0.5)

Soft thresholding: moves every element toward zero by lambd, to zero within [-lambd, lambd].

The module form of clika_runtime.nn.functional.softshrink: construct it once with the settings, then call it like a function.

Args: lambd: the shrink amount.

__init__​

__init__(self, lambd: 'float' = 0.5) -> 'None'

Initialize self. See help(type(self)) for accurate signature.

extra_repr​

extra_repr(self) -> 'str'

extra_repr() -> str

One line of per-class detail for :meth:__repr__; a layer prints its geometry here (in_features=64, out_features=256).

forward​

forward(self, input: 'Tensor') -> 'Tensor'

forward(input) -> Tensor

Runs clika_runtime.nn.functional.softshrink on input with the stored settings; returns a new tensor.