Identity Matrix Creation

Modules

Name
Identity Matrix Creation Kernels

Functions

	Name
void	plp_mat_fill_I_f32(uint32_t N, float *restrict pDst) Glue code for creating a 32-bit float identity matrix.
void	plp_mat_fill_I_f32_parallel(uint32_t N, uint32_t nPE, float *restrict pDst) Glue code for creating a 32-bit float identity matrix in parallel.
void	plp_mat_fill_I_i16(uint32_t N, int16_t *restrict pDst) Glue code for creating a 16-bit integer identity matrix.
void	plp_mat_fill_I_i16_parallel(uint32_t N, uint32_t nPE, int16_t *restrict pDst) Glue code for creating a 16-bit integer identity matrix in parallel.
void	plp_mat_fill_I_i32(uint32_t N, int32_t *restrict pDst) Glue code for creating a 32-bit integer identity matrix.
void	plp_mat_fill_I_i32_parallel(uint32_t N, uint32_t nPE, int32_t *restrict pDst) Glue code for creating a 32-bit integer identity matrix in parallel.
void	plp_mat_fill_I_i8(uint32_t N, int8_t *restrict pDst) Glue code for creating a 8-bit integer identity matrix.
void	plp_mat_fill_I_i8_parallel(uint32_t N, uint32_t nPE, int8_t *restrict pDst) Glue code for creating a 8-bit integer identity matrix in parallel.
void	plp_mat_fill_I_q16(uint32_t N, int32_t fracBits, int16_t *restrict pDst) Glue code for creating a 16-bit fix-point identity matrix.
void	plp_mat_fill_I_q16_parallel(uint32_t N, int32_t fracBits, uint32_t nPE, int16_t *restrict pDst) Glue code for creating a 16-bit fix-point identity matrix in parallel.
void	plp_mat_fill_I_q32(uint32_t N, int32_t fracBits, int32_t *restrict pDst) Glue code for creating a 32-bit fix-point identity matrix.
void	plp_mat_fill_I_q32_parallel(uint32_t N, int32_t fracBits, uint32_t nPE, int32_t *restrict pDst) Glue code for creating a 32-bit fix-point identity matrix in parallel.
void	plp_mat_fill_I_q8(uint32_t N, int32_t fracBits, int8_t *restrict pDst) Glue code for creating a 8-bit fix-point identity matrix.
void	plp_mat_fill_I_q8_parallel(uint32_t N, int32_t fracBits, uint32_t nPE, int8_t *restrict pDst) Glue code for creating a 8-bit fix-point identity matrix in parallel.

Detailed Description

This module contains the glue code for creating identity matrices. The kernel codes (kernels) are in the Module matFillIKernels.

The identity matrix is a square matrix, with the value 1 on it's main diagonal, and all other values 0.

There are functions for integer 32- 16- and 8-bit data types, as well as for floating-point. The naming scheme of the functions follows the following pattern (for example plp_mat_fill_I_i32):

`plp_<function name>_<data type><precision>[_parallel]`

name	description
function_name	`mat_fill_I`
data type	{f, i, q} respectively for floats, integers, fixed points
precision	{32, 16, 8} bits

Functions Documentation

function plp_mat_fill_I_f32

void plp_mat_fill_I_f32(
    uint32_t N,
    float *__restrict__ pDst
)

Glue code for creating a 32-bit float identity matrix.

Parameters:

N Width and height of the matrix
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_f32_parallel

void plp_mat_fill_I_f32_parallel(
    uint32_t N,
    uint32_t nPE,
    float *__restrict__ pDst
)

Glue code for creating a 32-bit float identity matrix in parallel.

Parameters:

N Width and height of the matrix
nPE Number of cores to use for computation
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_i16

void plp_mat_fill_I_i16(
    uint32_t N,
    int16_t *__restrict__ pDst
)

Glue code for creating a 16-bit integer identity matrix.

Parameters:

N Width and height of the matrix
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_i16_parallel

void plp_mat_fill_I_i16_parallel(
    uint32_t N,
    uint32_t nPE,
    int16_t *__restrict__ pDst
)

Glue code for creating a 16-bit integer identity matrix in parallel.

Parameters:

N Width and height of the matrix
nPE Number of cores to use for computation
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_i32

void plp_mat_fill_I_i32(
    uint32_t N,
    int32_t *__restrict__ pDst
)

Glue code for creating a 32-bit integer identity matrix.

Parameters:

N Width and height of the matrix
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_i32_parallel

void plp_mat_fill_I_i32_parallel(
    uint32_t N,
    uint32_t nPE,
    int32_t *__restrict__ pDst
)

Glue code for creating a 32-bit integer identity matrix in parallel.

Parameters:

N Width and height of the matrix
nPE Number of cores to use for computation
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_i8

void plp_mat_fill_I_i8(
    uint32_t N,
    int8_t *__restrict__ pDst
)

Glue code for creating a 8-bit integer identity matrix.

Parameters:

N Width and height of the matrix
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_i8_parallel

void plp_mat_fill_I_i8_parallel(
    uint32_t N,
    uint32_t nPE,
    int8_t *__restrict__ pDst
)

Glue code for creating a 8-bit integer identity matrix in parallel.

Parameters:

N Width and height of the matrix
nPE Number of cores to use for computation
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_q16

void plp_mat_fill_I_q16(
    uint32_t N,
    int32_t fracBits,
    int16_t *__restrict__ pDst
)

Glue code for creating a 16-bit fix-point identity matrix.

Parameters:

N Width and height of the matrix
fracBits Decimal point for the appropriate scale
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_q16_parallel

void plp_mat_fill_I_q16_parallel(
    uint32_t N,
    int32_t fracBits,
    uint32_t nPE,
    int16_t *__restrict__ pDst
)

Glue code for creating a 16-bit fix-point identity matrix in parallel.

Parameters:

N Width and height of the matrix
fracBits Decimal point for the appropriate scale
nPE Number of cores to use for computation
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_q32

void plp_mat_fill_I_q32(
    uint32_t N,
    int32_t fracBits,
    int32_t *__restrict__ pDst
)

Glue code for creating a 32-bit fix-point identity matrix.

Parameters:

N Width and height of the matrix
fracBits Decimal point for the appropriate scale
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_q32_parallel

void plp_mat_fill_I_q32_parallel(
    uint32_t N,
    int32_t fracBits,
    uint32_t nPE,
    int32_t *__restrict__ pDst
)

Glue code for creating a 32-bit fix-point identity matrix in parallel.

Parameters:

N Width and height of the matrix
fracBits Decimal point for the appropriate scale
nPE Number of cores to use for computation
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_q8

void plp_mat_fill_I_q8(
    uint32_t N,
    int32_t fracBits,
    int8_t *__restrict__ pDst
)

Glue code for creating a 8-bit fix-point identity matrix.

Parameters:

N Width and height of the matrix
fracBits Decimal point for the appropriate scale
pDst Points to the output matrix of shape NxN

Return: none

function plp_mat_fill_I_q8_parallel

void plp_mat_fill_I_q8_parallel(
    uint32_t N,
    int32_t fracBits,
    uint32_t nPE,
    int8_t *__restrict__ pDst
)

Glue code for creating a 8-bit fix-point identity matrix in parallel.

Parameters:

N Width and height of the matrix
fracBits Decimal point for the appropriate scale
nPE Number of cores to use for computation
pDst Points to the output matrix of shape NxN

Return: none

Updated on 2023-03-01 at 16:16:32 +0000