Class HardshrinkImpl

• Defined in File activation.h

Inheritance Relationships

Base Type

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

Class Documentation

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

Applies the hard shrinkage function element-wise.

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

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

Example:

Hardshrink model(HardshrinkOptions().lambda(42.42));

Public Functions

explicit HardshrinkImpl(const HardshrinkOptions &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 Hardshrink module into the given stream.

Public Members

HardshrinkOptions options

The options with which this Module was constructed.