iganet::Hardswish Class Reference

Hardswish activation function. More...

#include </home/runner/work/iganet/iganet/include/layer.hpp>

Inheritance diagram for iganet::Hardswish:

Public Member Functions
	Hardswish ()=default
	~Hardswish () override=default
torch::Tensor	apply (const torch::Tensor &input) const override
	Applies the activation function to the given input.
virtual void	pretty_print (std::ostream &os=Log(log::info)) const noexcept override
	Returns a string representation of the activation function.
torch::serialize::InputArchive &	read (torch::serialize::InputArchive &archive, const std::string &key="hardswish") override
	Reads the activation function from a torch::serialize::InputArchive object.
torch::serialize::OutputArchive &	write (torch::serialize::OutputArchive &archive, const std::string &key="hardswish") const override
	Writes the activation function into a torch::serialize::OutputArchive object.
Public Member Functions inherited from iganet::ActivationFunction
virtual	~ActivationFunction ()=default

Additional Inherited Members
Protected Member Functions inherited from iganet::utils::FullQualifiedName
virtual const std::string &	name () const noexcept
	Returns the full qualified name of the object.
Protected Attributes inherited from iganet::utils::FullQualifiedName
at::optional< std::string >	name_
	String storing the full qualified name of the object.

Detailed Description

Hardswish activation function.

\[ \text{Hardswish}(x) = \begin{cases} 0 & \text{ if } x \le -3 x & \text{ if } x \ge +3 x*(x+3)/6 & \text{ otherwise } \end{cases} \]

Constructor & Destructor Documentation

Hardswish()

iganet::Hardswish::Hardswish ( )

explicitdefault

~Hardswish()

iganet::Hardswish::~Hardswish ( )

overridedefault

Member Function Documentation

apply()

torch::Tensor iganet::Hardswish::apply ( const torch::Tensor &  input ) const

inlineoverridevirtual

Applies the activation function to the given input.

Implements iganet::ActivationFunction.

pretty_print()

virtual void iganet::Hardswish::pretty_print ( std::ostream &  os = Log(log::info) ) const

inlineoverridevirtualnoexcept

Returns a string representation of the activation function.

Implements iganet::ActivationFunction.

read()

torch::serialize::InputArchive & iganet::Hardswish::read ( torch::serialize::InputArchive &  archive, const std::string &  key = "hardswish"  )

inlineoverridevirtual

Reads the activation function from a torch::serialize::InputArchive object.

Implements iganet::ActivationFunction.

write()

torch::serialize::OutputArchive & iganet::Hardswish::write ( torch::serialize::OutputArchive &  archive, const std::string &  key = "hardswish"  ) const

inlineoverridevirtual

Writes the activation function into a torch::serialize::OutputArchive object.

Implements iganet::ActivationFunction.

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The documentation for this class was generated from the following file:

• include/layer.hpp