Class HardshrinkImpl#

Inheritance Relationships#

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.