Hierarchical BICRS with fixed subblock size and distribution. More...

#include <FBICRS.hpp>

Inheritance diagram for FBICRS< _t_value, _i_value, _sub_ds, logBeta >:

Collaboration diagram for FBICRS< _t_value, _i_value, _sub_ds, logBeta >:

Public Member Functions
virtual	~FBICRS ()
	Default destructor. More...

	FBICRS ()
	Base constructor (initialises with invalid data). More...

	FBICRS (std::string file, _t_value zero=0)
	Base file-based constructor. More...

	FBICRS (_i_value row, _i_value col, _t_value *val, ULI m, ULI n, ULI nz, _t_value zero)
	Base COO-based constructor. More...

	FBICRS (std::vector< Triplet< _t_value > > &input, ULI m, ULI n, _t_value zero=0)
	Base Triplet-based constructor. More...

	FBICRS (std::vector< std::vector< Triplet< _t_value > > > &input, ULI m, ULI n, _t_value zero=0)
	Base hierarchical constructor. More...

virtual void	load (std::vector< Triplet< _t_value > > &input, _i_value m, _i_value n, _t_value zero)
	Builds input matrix from Triplet input. More...

void	load (_i_value row, _i_value col, _t_value *val, ULI m, ULI n, ULI nz, _t_value zero)
	Builds input matrix from COO input. More...

void	load (std::vector< std::vector< Triplet< _t_value > > > &input, ULI m, ULI n, _t_value zero)
	Builds input matrix from Triplet input. More...

virtual void	getFirstIndexPair (_i_value &row, _i_value &col)
	Returns the first nonzero index, per reference. More...

virtual void	zxa (const _t_value __restrict__ x_p, _t_value __restrict__ y_p)
	In-place z=xA function. More...

template<size_t k>
void	ZXa (const _t_value __restrict__ const __restrict__ const X, _t_value __restrict__ const __restrict__ const Z)

virtual void	zxa_fb (const _t_value __restrict__ x_p, _t_value __restrict__ y_p)
	Interleaved zxa kernel for use with the BetaHilbert scheme. More...

virtual void	zax (const _t_value __restrict__ x_p, _t_value __restrict__ y_p)
	In-place z=Ax function. More...

template<size_t k>
void	ZaX (const _t_value __restrict__ const __restrict__ const X, _t_value __restrict__ const __restrict__ const Z)

virtual void	zax_fb (const _t_value __restrict__ x_p, _t_value __restrict__ y_p)
	Interleaved zax kernel for use with the BetaHilbert scheme. More...

virtual size_t	bytesUsed ()
	Function to query the amount of storage required by this sparse matrix. More...

Public Member Functions inherited from SparseMatrix< _t_value, _i_value >
	SparseMatrix ()
	Base constructor. More...

	SparseMatrix (const _i_valuenzs, const _i_valuenr, const _i_valuenc, const _t_valuezero)
	Base constructor. More...

virtual	~SparseMatrix ()
	Base deconstructor. More...

void	loadFromFile (const std::string file, const _t_valuezero=0)
	Function which loads a matrix from a matrix market file. More...

virtual unsigned long int	m ()
	Queries the number of rows this matrix contains. More...

virtual unsigned long int	n ()
	Queries the number of columns this matrix contains. More...

virtual unsigned long int	nzs ()
	Queries the number of nonzeroes stored in this matrix. More...

virtual _t_value *	mv (const _t_value *x)
	Calculates and returns z=Ax. More...

Public Member Functions inherited from Matrix< _t_value >
	Matrix ()
	Base constructor. More...

virtual	~Matrix ()
	Base deconstructor. More...

virtual void	zax (const _t_value __restrict__ x, _t_value __restrict__ z, const size_t k, const clockid_t clock_id=0, double *elapsed_time=NULL)
	Wrapper function to call the zax kernel multiple times successively, while timing the duration of the operation. More...

void	ZaX (const _t_value __restrict__ const __restrict__ const X, _t_value __restrict__ const __restrict__ const Z)
	In-place Z=AX function, where A is m x n, Z = m x k, and X is n x k. More...

virtual void	zxa (const _t_value __restrict__ x, _t_value __restrict__ z, const unsigned long int repeat, const clockid_t clock_id=0, double *elapsed_time=NULL)
	Wrapper function to call the zxa kernel multiple times successively, while timing the operation duration. More...

void	ZXa (const _t_value __restrict__ const __restrict__ const X, _t_value __restrict__ const __restrict__ const Z)
	In-place Z=XA function, where A is m x n, Z = k x n, and X is k x m. More...

Public Attributes
size_t	fillIn
	Stores the total fillIn. More...

_sub_ds **	dss
	Stores the lower-level data structures.

ULI	n_overflow
	Caches the overflow forcing value.

Public Attributes inherited from SparseMatrix< _t_value, _i_value >
_t_value	zero_element
	The element considered to be zero. More...

Static Public Attributes
static const ULI	beta_m = 1l << (logBeta-1)
	Maximum matrix size for _sub_ds with the above data type; row size.

static const ULI	beta_n = beta_m
	Maximum matrix size for _sub_ds with the above data type; column size.

Protected Attributes
ULI	r_start
	Row index of the first nonzero. More...

ULI	c_start
	Column index of the first nonzero. More...

ULI	r_end
	Row index of the last nonzero. More...

ULI	c_end
	Column index of the last nonzero. More...

ULI	jumps
	How many row jumps are stored. More...

_i_value *	r_inc
	Row increment array. More...

_i_value *	c_inc
	Column increment array. More...

Protected Attributes inherited from SparseMatrix< _t_value, _i_value >
_i_value	nor
	Number of rows. More...

_i_value	noc
	Number of columns.

_i_value	nnz
	Number of non-zeros. More...

Detailed Description

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>
class FBICRS< _t_value, _i_value, _sub_ds, logBeta >

Hierarchical BICRS with fixed subblock size and distribution.

Uses compression on upper and lower level. Currently handles matrices with at most 39 bits indices (signed ints on upper level with unsigned chars on the lower level; it was either that or 72 bits, but the latter cannot efficiently be represented on 64-bit architectures).

Template Parameters

_sub_ds Defaults chooses a vectorised BICRS structure with unsigned short int index type as sub data type. Other options: typedef ICRS< _t_value, unsigned char > _sub_ds; typedef ICRS< _t_value, uint16_t > _sub_ds; typedef vecBICRS< _t_value, 8, 1, int16_t > _sub_ds; typedef ICRS< _t_value, unsigned int > _sub_ds; (default) typedef CRS< _t_value > _sub_ds; (using the latter with logBeta = 64 boils down to a block row distributed CRS-based parallel SpMV)

logBeta The log of the size of the maximum block size represented by _sub_ds. Options: static const unsigned char logBeta = 7; //=max ICRS/unsigned char static const unsigned char logBeta = 11; //=2k static const unsigned char logBeta = 12; //=4k static const unsigned char logBeta = 14; //=max vecBICRS/int16_t=16k static const unsigned char logBeta = 15; //=max ICRS/uint16_t=32k static const unsigned char logBeta = 17; //=128k static const unsigned char logBeta = 31; //=max ICRS/unsigned short static const unsigned char logBeta = 64; //=max CRS

Constructor & Destructor Documentation

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual FBICRS< _t_value, _i_value, _sub_ds, logBeta >::~FBICRS ( )

inlinevirtual

Default destructor.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_inc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::dss, SparseMatrix< _t_value, _i_value >::nnz, and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_inc.

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

FBICRS< _t_value, _i_value, _sub_ds, logBeta >::FBICRS ( )

inline

Base constructor (initialises with invalid data).

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

FBICRS< _t_value, _i_value, _sub_ds, logBeta >::FBICRS	(	std::string	file,
		_t_value	zero = `0`
	)

inline

Base file-based constructor.

References SparseMatrix< _t_value, _i_value >::loadFromFile().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

FBICRS< _t_value, _i_value, _sub_ds, logBeta >::FBICRS	(	_i_value *	row,
		_i_value *	col,
		_t_value *	val,
		ULI	m,
		ULI	n,
		ULI	nz,
		_t_value	zero
	)

inline

Base COO-based constructor.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

FBICRS< _t_value, _i_value, _sub_ds, logBeta >::FBICRS	(	std::vector< Triplet< _t_value > > &	input,
		ULI	m,
		ULI	n,
		_t_value	zero = `0`
	)

inline

Base Triplet-based constructor.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

FBICRS< _t_value, _i_value, _sub_ds, logBeta >::FBICRS	(	std::vector< std::vector< Triplet< _t_value > > > &	input,
		ULI	m,
		ULI	n,
		_t_value	zero = `0`
	)

inline

Base hierarchical constructor.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load().

Member Function Documentation

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual size_t FBICRS< _t_value, _i_value, _sub_ds, logBeta >::bytesUsed ( )

inlinevirtual

Function to query the amount of storage required by this sparse matrix.

Returns: The size of the sparse matrix in bytes.

Implements Matrix< _t_value >.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::dss, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::jumps, and SparseMatrix< _t_value, _i_value >::nnz.

Referenced by BetaHilbert< T >::thread().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::getFirstIndexPair	(	_i_value &	row,
		_i_value &	col
	)

inlinevirtual

Returns the first nonzero index, per reference.

Implements SparseMatrix< _t_value, _i_value >.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_start, and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_start.

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load	(	std::vector< Triplet< _t_value > > &	input,
		_i_value	m,
		_i_value	n,
		_t_value	zero
	)

inlinevirtual

Builds input matrix from Triplet input.

Parameters

input	Input matrix in triplet form.
m	Number of rows in the input matrix.
n	Number of columns in the input matrix.
zero	The zero element of this matrix instance.

Implements SparseMatrix< _t_value, _i_value >.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::FBICRS(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load	(	_i_value *	row,
		_i_value *	col,
		_t_value *	val,
		ULI	m,
		ULI	n,
		ULI	nz,
		_t_value	zero
	)

inline

Builds input matrix from COO input.

Parameters

row	COO row index array.
col	COO column index array.
val	COO nonzero value array.
m	Number of rows in the input matrix.
n	Number of columns in the input matrix.
nz	The number of nonzeroes in the COO input.
zero	The zero element of this matrix instance.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load	(	std::vector< std::vector< Triplet< _t_value > > > &	input,
		ULI	m,
		ULI	n,
		_t_value	zero
	)

inline

Builds input matrix from Triplet input.

Parameters

input	Hierarchical input matrix in triplet form.
m	Number of rows in the input matrix.
n	Number of columns in the input matrix.
zero	The zero element of this matrix instance.

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax	(	const _t_value *__restrict__	x,
		_t_value *__restrict__	z
	)

inlinevirtual

In-place z=Ax function.

Parameters

x	The x vector to multiply current matrix with.
z	The result vector. Must be pre-allocated and its elements should be initialised to zero.

Implements SparseMatrix< _t_value, _i_value >.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_inc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_start, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::dss, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::n_overflow, SparseMatrix< _t_value, _i_value >::nnz, SparseMatrix< _t_value, _i_value >::noc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_inc, and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_start.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

template<size_t k>

void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZaX	(	const _t_value __restrict__ const __restrict__ const	X,
		_t_value __restrict__ const __restrict__ const	Z
	)

inline

See also: Matrix::ZaX

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_inc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_start, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::dss, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::n_overflow, SparseMatrix< _t_value, _i_value >::nnz, SparseMatrix< _t_value, _i_value >::noc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_inc, and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_start.

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb	(	const _t_value *__restrict__	x_p,
		_t_value *__restrict__	y_p
	)

inlinevirtual

Interleaved zax kernel for use with the BetaHilbert scheme.

See also: Matrix::zax

Referenced by BetaHilbert< T >::thread().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa	(	const _t_value *__restrict__	x,
		_t_value *__restrict__	z
	)

inlinevirtual

In-place z=xA function.

Parameters

x	The x vector to apply in left-multiplication to A
z	The result vector. Must be pre-allocated and its elements should be initialised to zero.

Implements SparseMatrix< _t_value, _i_value >.

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_inc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_start, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::dss, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::n_overflow, SparseMatrix< _t_value, _i_value >::nnz, SparseMatrix< _t_value, _i_value >::noc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_inc, and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_start.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

template<size_t k>

void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZXa	(	const _t_value __restrict__ const __restrict__ const	X,
		_t_value __restrict__ const __restrict__ const	Z
	)

inline

See also: Matrix::ZXa

References FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_inc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_start, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::dss, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::n_overflow, SparseMatrix< _t_value, _i_value >::nnz, SparseMatrix< _t_value, _i_value >::noc, FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_inc, and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_start.

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

virtual void FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb	(	const _t_value *__restrict__	x_p,
		_t_value *__restrict__	y_p
	)

inlinevirtual

Interleaved zxa kernel for use with the BetaHilbert scheme.

See also: Matrix::zxa

Referenced by BetaHilbert< T >::thread().

Member Data Documentation

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

ULI FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_end

protected

Column index of the last nonzero.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

_i_value* FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_inc

protected

Column increment array.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZaX(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZXa(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::~FBICRS().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

ULI FBICRS< _t_value, _i_value, _sub_ds, logBeta >::c_start

protected

Column index of the first nonzero.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::getFirstIndexPair(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZaX(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZXa(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

size_t FBICRS< _t_value, _i_value, _sub_ds, logBeta >::fillIn

Stores the total fillIn.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

ULI FBICRS< _t_value, _i_value, _sub_ds, logBeta >::jumps

protected

How many row jumps are stored.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::bytesUsed(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

ULI FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_end

protected

Row index of the last nonzero.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

_i_value* FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_inc

protected

Row increment array.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZaX(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZXa(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::~FBICRS().

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>

ULI FBICRS< _t_value, _i_value, _sub_ds, logBeta >::r_start

protected

Row index of the first nonzero.

Referenced by FBICRS< _t_value, _i_value, _sub_ds, logBeta >::getFirstIndexPair(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::load(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZaX(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zax_fb(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa(), FBICRS< _t_value, _i_value, _sub_ds, logBeta >::ZXa(), and FBICRS< _t_value, _i_value, _sub_ds, logBeta >::zxa_fb().

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

FBICRS.hpp

Public Member Functions

Public Attributes

Static Public Attributes

Protected Attributes

Detailed Description

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15> class FBICRS< _t_value, _i_value, _sub_ds, logBeta >

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<typename _t_value, typename _i_value = LI, typename _sub_ds = ICRS< _t_value, uint16_t >, unsigned char logBeta = 15>
class FBICRS< _t_value, _i_value, _sub_ds, logBeta >