/github/workspace/src/MatrixFunctionsStride/mat_mult_stride/kernels/plp_mat_mult_stride_f32s_xpulpv2.c
Functions
Name | |
---|---|
void | plp_mat_mult_stride_f32s_xpulpv2(const float restrict pSrcA, const float restrict pSrcB, uint32_t M, uint32_t N, uint32_t O, uint32_t strideA, uint32_t strideB, uint32_t strideC, float *restrict pDstC) Matrix multiplication of 32-bit floating-point matrices kernel for XPULPV2 extension. |
Defines
Name | |
---|---|
BASIC_VERSION |
Functions Documentation
function plp_mat_mult_stride_f32s_xpulpv2
void plp_mat_mult_stride_f32s_xpulpv2(
const float *__restrict__ pSrcA,
const float *__restrict__ pSrcB,
uint32_t M,
uint32_t N,
uint32_t O,
uint32_t strideA,
uint32_t strideB,
uint32_t strideC,
float *__restrict__ pDstC
)
Matrix multiplication of 32-bit floating-point matrices kernel for XPULPV2 extension.
Parameters:
- pSrcA points to the first input matrix
- pSrcB points to the second input matrix
- M height of the first input matrix
- N width of the first input matrix and hight of the second
- O width of the second input matrix
- strideA Stride of matrix A (elements between each row)
- strideB Stride of matrix B (elements between each row)
- strideC Stride of output matrix (elements between each row)
- pDstC points to the output matrix
Return: none
strided matrix matrix multiplication of a 32-bit floating-point matrices for XPULPV2 extension.
Macros Documentation
define BASIC_VERSION
#define BASIC_VERSION
Source code
/* =====================================================================
* Project: PULP DSP Library
* Title: plp_mat_mult_stride_f32s_xpulpv2.c
* Description: 32-bit floating-point strided matrix multiplication for XPULPV2
*
* $Date: 14. July 2020
* $Revision: V0
*
* Target Processor: PULP cores
* ===================================================================== */
/*
* Copyright (C) 2020 ETH Zurich and University of Bologna.
*
* Author: Tibor Schneider, ETH Zurich
*
* SPDX-License-Identifier: Apache-2.0
*
* Licensed under the Apache License, Version 2.0 (the License); you may
* not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an AS IS BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "plp_math.h"
void plp_mat_mult_stride_f32s_xpulpv2(const float *__restrict__ pSrcA,
const float *__restrict__ pSrcB,
uint32_t M,
uint32_t N,
uint32_t O,
uint32_t strideA,
uint32_t strideB,
uint32_t strideC,
float *__restrict__ pDstC) {
#define BASIC_VERSION // if used don't forget to also use the undefine at end of file
#ifdef BASIC_VERSION
uint32_t m, n, o;
for (m = 0; m < M; m++) {
for (o = 0; o < O; o++) {
float sum = 0;
for (n = 0; n < N; n++) {
sum = sum + pSrcA[m * strideA + n] * pSrcB[n * strideB + o];
}
pDstC[m * strideC + o] = sum;
}
}
#else
// TODO: Hackathon
#endif
#undef BASIC_VERSION
}
Updated on 2023-03-01 at 16:16:33 +0000