DenseDimensionTree Class Reference

#include <ddt.hpp>

Public Member Functions
	DenseDimensionTree (const planc::Tensor &i_input_tensor, const planc::NCPFactors &i_ncp_factors, long int split_mode)
void	set_factor (const double *arma_factor_ptr, const long int mode)
	~DenseDimensionTree ()
void	set_left_right_product (const long int i_split_mode)
void	in_order_reuse_MTTKRP (long int n, double *out, bool colmajor, double &multittv_time, double &mttkrp_time)

Detailed Description

Definition at line 11 of file ddt.hpp.

Constructor & Destructor Documentation

DenseDimensionTree()

DenseDimensionTree::DenseDimensionTree ( const planc::Tensor &  i_input_tensor, const planc::NCPFactors &  i_ncp_factors, long int  split_mode  )

inline

Definition at line 24 of file ddt.hpp.

~DenseDimensionTree()

DenseDimensionTree::~DenseDimensionTree ( )

inline

Definition at line 100 of file ddt.hpp.

Member Function Documentation

in_order_reuse_MTTKRP()

void DenseDimensionTree::in_order_reuse_MTTKRP ( long int  n, double *  out, bool  colmajor, double &  multittv_time, double &  mttkrp_time  )

inline

Updating the first factor matrix, do a partial MTTKRP

PM is a factor matrix update D) right, tells the function that 0 is being updated m_local_Y) the original ktensor T) the original data tensor num_threads)

PM outputs an intermediate tensor T) the original tensor, PM always takes the original tensor m_local_Y) the original ktensor, D) s) overall split point projection_Tensor) num_threads)

Updating the first left side, do a partial MTTKRP

1) A single left contraction to updage the projection_tensor 2) A right contraction to get the desired MTTKRP

Definition at line 134 of file ddt.hpp.

set_factor()

void DenseDimensionTree::set_factor ( const double *  arma_factor_ptr, const long int  mode  )

inline

Definition at line 93 of file ddt.hpp.

set_left_right_product()

void DenseDimensionTree::set_left_right_product ( const long int  i_split_mode )

inline

Definition at line 118 of file ddt.hpp.

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

• /Users/rnu/Documents/research/nmflibrary/dimtree/ddt.hpp