LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
lbann::transform::grayscale Class Reference

#include <grayscale.hpp>

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Public Member Functions

transformcopy () const override
 
std::string get_type () const override
 
void apply (utils::type_erased_matrix &data, std::vector< size_t > &dims) override
 
- Public Member Functions inherited from lbann::transform::transform
 transform ()=default
 
 transform (const transform &)=default
 
transformoperator= (const transform &)=default
 
virtual ~transform ()=default
 
virtual description get_description () const
 
virtual bool supports_non_inplace () const
 
virtual void apply (utils::type_erased_matrix &data, CPUMat &out, std::vector< size_t > &dims)
 

Additional Inherited Members

- Static Protected Member Functions inherited from lbann::transform::transform
static float get_uniform_random (float a, float b)
 
static bool get_bool_random (float p)
 
static El::Int get_uniform_random_int (El::Int a, El::Int b)
 

Detailed Description

Convert an image to grayscale.

Definition at line 38 of file grayscale.hpp.

Member Function Documentation

◆ apply()

void lbann::transform::grayscale::apply ( utils::type_erased_matrix data,
std::vector< size_t > &  dims 
)
overridevirtual

Apply the transform to data.

Parameters
dataThe input data to transform, which is modified in-place. The matrix shuold be contiguous.
dimsThe dimensions of the data tensor. For "plain data", dims should have one entry, giving its size. For images, dims should have three entries: channels, height, width.
Note
dims is a hack until we have proper tensors.

Implements lbann::transform::transform.

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◆ copy()

transform* lbann::transform::grayscale::copy ( ) const
inlineoverridevirtual

Create a copy of the transform instance.

Implements lbann::transform::transform.

Definition at line 41 of file grayscale.hpp.

◆ get_type()

std::string lbann::transform::grayscale::get_type ( ) const
inlineoverridevirtual

Human-readable type name.

Implements lbann::transform::transform.

Definition at line 43 of file grayscale.hpp.

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