Collaboration diagram for vmml::cp3_tensor< R, I1, I2, I3, T_value, T_coeff >:

Public Types
typedef float	T_internal

typedef tensor3< I1, I2, I3, T_value >	t3_type

typedef t3_type::iterator	t3_iterator

typedef t3_type::const_iterator	t3_const_iterator

typedef tensor3< I1, I2, I3, T_internal >	t3_comp_type

typedef tensor3< I1, I2, I3, T_coeff >	t3_coeff_type

typedef t3_coeff_type::iterator	t3_coeff_iterator

typedef t3_coeff_type::const_iterator	t3_coeff_const_iterator

typedef matrix< I1, R, T_coeff >	u1_type

typedef u1_type::iterator	u1_iterator

typedef u1_type::const_iterator	u1_const_iterator

typedef matrix< I2, R, T_coeff >	u2_type

typedef u2_type::iterator	u2_iterator

typedef u2_type::const_iterator	u2_const_iterator

typedef matrix< I3, R, T_coeff >	u3_type

typedef u3_type::iterator	u3_iterator

typedef u3_type::const_iterator	u3_const_iterator

typedef matrix< I1, R, T_internal >	u1_comp_type

typedef matrix< I2, R, T_internal >	u2_comp_type

typedef matrix< I3, R, T_internal >	u3_comp_type

typedef vector< R, T_internal >	lambda_comp_type

typedef vector< R, T_coeff >	lambda_type

Public Member Functions
	cp3_tensor (u1_type &U1, u2_type &U2, u3_type &U3, lambda_type &lambdas_)

void	get_lambdas (lambda_type &data_) const

void	get_u1 (u1_type &U1) const

void	get_u2 (u2_type &U2) const

void	get_u3 (u3_type &U3) const

void	set_lambdas (lambda_type &lambdas)

void	set_u1 (u1_type &U1)

void	set_u2 (u2_type &U2)

void	set_u3 (u3_type &U3)

void	set_lambda_comp (lambda_comp_type &lambdas)

void	set_u1_comp (u1_comp_type &U1)

void	set_u2_comp (u2_comp_type &U2)

void	set_u3_comp (u3_comp_type &U3)

void	get_lambda_comp (lambda_comp_type &data_) const

void	get_u1_comp (u1_comp_type &U1) const

void	get_u2_comp (u2_comp_type &U2) const

void	get_u3_comp (u3_comp_type &U3) const

void	export_to (std::vector< T_coeff > &data_) const

void	import_from (std::vector< T_coeff > &data_)

void	reconstruct (t3_type &data_) const

double	error (t3_type &data_) const

size_t	nnz () const

template<typename T_init >
tensor_stats	decompose (const t3_type &data_, T_init init, const size_t max_iterations_=50, const float tolerance=1e-04)

template<typename T_init >
tensor_stats	cp_als (const t3_type &data_, T_init init, const size_t max_iterations_=50, const float tolerance=1e-04)

template<size_t NBLOCKS, typename T_init >
tensor_stats	i_cp_als (const t3_type &data_, T_init init, const size_t max_iterations_=50, const float tolerance=1e-04)

template<size_t K>
void	reduce_ranks (const cp3_tensor< K, I1, I2, I3, T_value, T_coeff > &other)

Protected Types
typedef cp3_tensor< R, I1, I2, I3, T_value, T_coeff >	cp3_type

Protected Member Functions
	cp3_tensor (const cp3_tensor< R, I1, I1, I1, T_value, T_coeff > &)

cp3_tensor< R, I1, I1, I1, T_value, T_coeff >	operator= (const cp3_tensor< R, I1, I1, I1, T_value, T_coeff > &)

void	cast_members ()

void	cast_comp_members ()

Friends
std::ostream &	operator<< (std::ostream &os, const cp3_type &dec_)

Detailed Description

Definition at line 68 of file cp3_tensor.hpp.

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

Public Types