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vmml::tucker3_tensor< R1, R2, R3, I1, I2, I3, T_value, T_coeff > Class Template Reference
+ Collaboration diagram for vmml::tucker3_tensor< R1, R2, R3, I1, I2, I3, T_value, T_coeff >:

Public Types

typedef float T_internal
 
typedef tucker3_tensor< R1, R2,
R3, I1, I2, I3, T_value,
T_coeff > 		tucker3_type
 
typedef t3_hooi< R1, R2, R3,
I1, I2, I3, T_coeff > 		t3_hooi_type
 
typedef tensor3< I1, I2, I3,
T_value > 		t3_type
 
typedef tensor3< R1, R2, R3,
T_coeff > 		t3_core_type
 
typedef matrix< I1, R1, T_coeff > u1_type
 
typedef matrix< I2, R2, T_coeff > u2_type
 
typedef matrix< I3, R3, T_coeff > u3_type
 
typedef tensor3< I1, I2, I3,
T_internal > 		t3_comp_type
 
typedef tensor3< R1, R2, R3,
T_internal > 		t3_core_comp_type
 
typedef matrix< I1, R1,
T_internal > 		u1_comp_type
 
typedef matrix< I2, R2,
T_internal > 		u2_comp_type
 
typedef matrix< I3, R3,
T_internal > 		u3_comp_type
 

Public Member Functions

 tucker3_tensor (t3_core_type &core)
 
 tucker3_tensor (t3_core_type &core, u1_type &U1, u2_type &U2, u3_type &U3)
 
 tucker3_tensor (const t3_type &data_, u1_type &U1, u2_type &U2, u3_type &U3)
 
 tucker3_tensor (const tucker3_type &other)
 
void set_core (t3_core_type &core)
 
void set_u1 (u1_type &U1)
 
void set_u2 (u2_type &U2)
 
void set_u3 (u3_type &U3)
 
t3_core_type get_core () const
 
void get_core (t3_core_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_core_comp (t3_core_comp_type &core)
 
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_core_comp (t3_core_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
 
size_t nnz () const
 
size_t nnz (const T_value &threshold) const
 
size_t nnz_core () const
 
size_t size_core () const
 
size_t size () const
 
void threshold_core (const size_t &nnz_core_, size_t &nnz_core_is_)
 
void threshold_core (const T_coeff &threshold_value_, size_t &nnz_core_)
 

Static Public Attributes

static const size_t SIZE = R1*R2*R3 + I1*R1 + I2*R2 + I3*R3
 

Detailed Description

template<size_t R1, size_t R2, size_t R3, size_t I1, size_t I2, size_t I3, typename T_value = float, typename T_coeff = double>
class vmml::tucker3_tensor< R1, R2, R3, I1, I2, I3, T_value, T_coeff >

Definition at line 55 of file tucker3_tensor.hpp.

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