Class SoftshrinkImpl

• Defined in File activation.h

Inheritance Relationships

Base Type

• public torch::nn::Cloneable< SoftshrinkImpl > (Template Class Cloneable)

Class Documentation

class SoftshrinkImpl : public torch::nn::Cloneable<SoftshrinkImpl>

Applies the soft shrinkage function element-wise.

See https://pytorch.org/docs/main/nn.html#torch.nn.Softshrink to learn about the exact behavior of this module.

See the documentation for torch::nn::SoftshrinkOptions class to learn what constructor arguments are supported for this module.

Example:

Softshrink model(SoftshrinkOptions(42.42));

Public Functions

explicit SoftshrinkImpl(const SoftshrinkOptions &options_ = {})

Tensor forward(const Tensor &input)

virtual void reset() override

reset() must perform initialization of all members with reference semantics, most importantly parameters, buffers and submodules.

virtual void pretty_print(std::ostream &stream) const override

Pretty prints the Softshrink module into the given stream.

Public Members

SoftshrinkOptions options

The options with which this Module was constructed.