ClikaRT::nn::Softshrink

class

Header: ClikaRT/nn/generated/activation.h
Inherits: ClikaRT::nn::Module

Soft thresholding: moves every element toward zero by lambd, to zero within [-lambd, lambd]. The module form of ClikaRT::ops::softshrink, which documents the full contract (shapes, dtypes, errors); construct once, then call it like a function.

Member functions

Softshrink(SoftshrinkOptions)

explicit Softshrink(SoftshrinkOptions options = {})

Constructs the module from options (every default when omitted).

Declared in ClikaRT/nn/generated/activation.h, line 731

Softshrink(double)

explicit Softshrink(double lambd)

Softshrink(lambd): the positional form of SoftshrinkOptions(lambd).

Declared in ClikaRT/nn/generated/activation.h, line 734

forward()

Tensor forward(Tensor input) const

forward_impl, unwrapped: raises ClikaRT::Error on failure.

Declared in ClikaRT/nn/generated/activation.h, line 745

operator()()

Tensor operator()(Tensor input) const

Same as forward.

Declared in ClikaRT/nn/generated/activation.h, line 749

options()

const SoftshrinkOptions& options() const

The settings this module was constructed with.

Declared in ClikaRT/nn/generated/activation.h, line 753