matrix scale

Modules

Name
matrix scale Kernels

Functions

	Name
void	plp_mat_scale_f32(const float restrict pSrc, uint32_t M, uint32_t N, float scaleFactor, float restrict pDst) Glue code for matrix scale of 32-bit floating-point matrices.
void	plp_mat_scale_f32_parallel(const float restrict pSrc, uint32_t M, uint32_t N, float scaleFactor, uint32_t nPE, float restrict pDst) Glue code for parallel matrix scale of 32-bit floating-point matrices.
void	plp_mat_scale_i16(const int16_t restrict pSrc, uint32_t M, uint32_t N, int16_t scaleFactor, int32_t shift, int16_t restrict pDst) Glue code for matrix scale of 16-bit integer matrices.
void	plp_mat_scale_i16_parallel(const int16_t restrict pSrc, uint32_t M, uint32_t N, int16_t scaleFactor, int32_t shift, uint32_t nPE, int16_t restrict pDst) Glue code for parallel matrix scale of 16-bit integer matrices.
void	plp_mat_scale_i32(const int32_t restrict pSrc, uint32_t M, uint32_t N, int32_t scaleFactor, int32_t shift, int32_t restrict pDst) Glue code for matrix scale of 16-bit integer matrices.
void	plp_mat_scale_i32_parallel(const int32_t restrict pSrc, uint32_t M, uint32_t N, int32_t scaleFactor, int32_t shift, uint32_t nPE, int32_t restrict pDst) Glue code for parallel matrix scale of 16-bit integer matrices.
void	plp_mat_scale_i8(const int8_t restrict pSrc, uint32_t M, uint32_t N, int8_t scaleFactor, int32_t shift, int8_t restrict pDst) Glue code for matrix scale of 16-bit integer matrices.
void	plp_mat_scale_i8_parallel(const int8_t restrict pSrc, uint32_t M, uint32_t N, int8_t scaleFactor, int32_t shift, uint32_t nPE, int8_t restrict pDst) Glue code for parallel matrix scale of 16-bit integer matrices.

Detailed Description

This module contains the glue code for matrix scale. The kernel codes (kernels) are in the Module strided matrix scale Kernels.

The Matrix Scale applies a scalar multiplication, followed by a bitshift operation to every element in the matrix. For floating-point implementations, the bitshift operation is not applied.

`pDst[m,n] = (pSrc[m,n] * scale) >> shift`

There are functions for integer 32- 16- and 8-bit data types. For lower precision integers (16- and 8-bit), functions exploiting SIMD instructions are provided.

The naming scheme of the functions follows the following pattern (for example plp_mat_stride_i32):

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

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

Functions Documentation

function plp_mat_scale_f32

void plp_mat_scale_f32(
    const float *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    float scaleFactor,
    float *__restrict__ pDst
)

Glue code for matrix scale of 32-bit floating-point matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements
pDst Points to the output matrix

Return: none

Glue code for matrix scale of a 32-bit floating-point matrices.

function plp_mat_scale_f32_parallel

void plp_mat_scale_f32_parallel(
    const float *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    float scaleFactor,
    uint32_t nPE,
    float *__restrict__ pDst
)

Glue code for parallel matrix scale of 32-bit floating-point matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements
nPE Number of cores to use for computation
pDst Points to the output matrix

Return: none

Glue code for parallel matrix scale of a 32-bit floating-point matrices.

function plp_mat_scale_i16

void plp_mat_scale_i16(
    const int16_t *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    int16_t scaleFactor,
    int32_t shift,
    int16_t *__restrict__ pDst
)

Glue code for matrix scale of 16-bit integer matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements before shifting
shift Amount to shift each element
pDst Points to the output matrix

Return: none

Glue code for matrix scale of a 16-bit integer matrices.

function plp_mat_scale_i16_parallel

void plp_mat_scale_i16_parallel(
    const int16_t *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    int16_t scaleFactor,
    int32_t shift,
    uint32_t nPE,
    int16_t *__restrict__ pDst
)

Glue code for parallel matrix scale of 16-bit integer matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements before shifting
shift Amount to shift each element
nPE Number of cores to use for computation
pDst Points to the output matrix

Return: none

Glue code for parallel matrix scale of a 16-bit integer matrices.

function plp_mat_scale_i32

void plp_mat_scale_i32(
    const int32_t *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    int32_t scaleFactor,
    int32_t shift,
    int32_t *__restrict__ pDst
)

Glue code for matrix scale of 16-bit integer matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements before shifting
shift Amount to shift each element
pDst Points to the output matrix

Return: none

Glue code for matrix scale of a 32-bit integer matrices.

function plp_mat_scale_i32_parallel

void plp_mat_scale_i32_parallel(
    const int32_t *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    int32_t scaleFactor,
    int32_t shift,
    uint32_t nPE,
    int32_t *__restrict__ pDst
)

Glue code for parallel matrix scale of 16-bit integer matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements before shifting
nPE Number of cores to use for computation
shift Amount to shift each element
pDst Points to the output matrix

Return: none

Glue code for parallel matrix scale of a 32-bit integer matrices.

function plp_mat_scale_i8

void plp_mat_scale_i8(
    const int8_t *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    int8_t scaleFactor,
    int32_t shift,
    int8_t *__restrict__ pDst
)

Glue code for matrix scale of 16-bit integer matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements before shifting
shift Amount to shift each element
pDst Points to the output matrix

Return: none

Glue code for matrix scale of a 8-bit integer matrices.

function plp_mat_scale_i8_parallel

void plp_mat_scale_i8_parallel(
    const int8_t *__restrict__ pSrc,
    uint32_t M,
    uint32_t N,
    int8_t scaleFactor,
    int32_t shift,
    uint32_t nPE,
    int8_t *__restrict__ pDst
)

Glue code for parallel matrix scale of 16-bit integer matrices.

Parameters:

pSrc Points to the input matrix
M Height of both matrices
N Width of both matrices
scaleFactor Factor to mulitply all elements before shifting
shift Amount to shift each element
nPE Number of cores to use for computation
pDst Points to the output matrix

Return: none

Glue code for parallel matrix scale of a 8-bit integer matrices.

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