A simple utility class for loading data from h5 files. More...

#include <h5Parser.h>

Public Member Functions
H5Parser (std::string f)
Constructor. More...

void readData (const std::string &path, double &val) const
Reads the scalar from the given path into "val". More...

void readData (const std::string &path, std::vector< double > &vals, std::vector< int > &dims) const
Reads the (flattened) tensor from the given path into "vals" , and stores its original dimensions in "dims". More...

void readData (const std::string &path, boost::numeric::ublas::tensor< double > &vals) const
Reads the tensor from the given path into "vals". More...

std::vector< double > parseBias (std::string path) const
Loads fully-connected layer bias from a given path inside file.

std::vector< std::vector< double > > parseFC (std::string path) const
Loads fully-connected layer weights from a given path inside file.

std::vector< std::vector< std::vector< double > > > parseFilters (std::string path) const
Loads convolution layer filters from a given path inside file.

bool objectExists (const std::string &name) const
Checks if given name exists in file.

H5::H5File & getFile ()
Returns underlying H5File object.

Detailed Description

A simple utility class for loading data from h5 files.

Constructor & Destructor Documentation

helayers::H5Parser::H5Parser ( std::string f )

Constructor.

Parameters

[in] f file to read

void helayers::H5Parser::readData	(	const std::string &	path,
		boost::numeric::ublas::tensor< double > &	vals
	)		const

Reads the tensor from the given path into "vals".

Parameters

[in]	path	The path to read from
[out]	vals	This tensor will contain the tensor read from the given path.

void helayers::H5Parser::readData	(	const std::string &	path,
		double &	val
	)		const

Reads the scalar from the given path into "val".

Parameters

[in]	path	The path to read from.
[out]	val	This will contain the read value.

Exceptions

invalid_arguement if the given path contain a non-scalar tensor.

void helayers::H5Parser::readData	(	const std::string &	path,
		std::vector< double > &	vals,
		std::vector< int > &	dims
	)		const

Reads the (flattened) tensor from the given path into "vals" , and stores its original dimensions in "dims".

Parameters

[in]	path	The path to read from.
[out]	vals	This vector will contain The tensor read from the given path, flattened into 1D vector.
[out]	dims	The original dimensions of the tensor in the given path.

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