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Class HardshrinkImpl

Inheritance Relationships

Base Type

Class Documentation

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

Applies the hard shrinkage function element-wise.

See https://pytorch.org/docs/master/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

HardshrinkImpl(const HardshrinkOptions &options_ = {})
Tensor forward(const Tensor &input)
void reset() override

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

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.

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