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authorjaseg <git-bigdata-wsl-arch@jaseg.de>2020-05-03 19:53:02 +0200
committerjaseg <git-bigdata-wsl-arch@jaseg.de>2020-05-03 19:53:02 +0200
commit2628932a40d769d8d0180ba6fed1e7b9b2718982 (patch)
treeea485897653003d01cd16e2b506f69363928fafa /Blink/Drivers/CMSIS/DSP/Source/MatrixFunctions/arm_mat_mult_q31.c
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-/* ----------------------------------------------------------------------
- * Project: CMSIS DSP Library
- * Title: arm_mat_mult_q31.c
- * Description: Q31 matrix multiplication
- *
- * $Date: 27. January 2017
- * $Revision: V.1.5.1
- *
- * Target Processor: Cortex-M cores
- * -------------------------------------------------------------------- */
-/*
- * Copyright (C) 2010-2017 ARM Limited or its affiliates. All rights reserved.
- *
- * 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 "arm_math.h"
-
-/**
- * @ingroup groupMatrix
- */
-
-/**
- * @addtogroup MatrixMult
- * @{
- */
-
-/**
- * @brief Q31 matrix multiplication
- * @param[in] *pSrcA points to the first input matrix structure
- * @param[in] *pSrcB points to the second input matrix structure
- * @param[out] *pDst points to output matrix structure
- * @return The function returns either
- * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
- *
- * @details
- * <b>Scaling and Overflow Behavior:</b>
- *
- * \par
- * The function is implemented using an internal 64-bit accumulator.
- * The accumulator has a 2.62 format and maintains full precision of the intermediate
- * multiplication results but provides only a single guard bit. There is no saturation
- * on intermediate additions. Thus, if the accumulator overflows it wraps around and
- * distorts the result. The input signals should be scaled down to avoid intermediate
- * overflows. The input is thus scaled down by log2(numColsA) bits
- * to avoid overflows, as a total of numColsA additions are performed internally.
- * The 2.62 accumulator is right shifted by 31 bits and saturated to 1.31 format to yield the final result.
- *
- * \par
- * See <code>arm_mat_mult_fast_q31()</code> for a faster but less precise implementation of this function for Cortex-M3 and Cortex-M4.
- *
- */
-
-arm_status arm_mat_mult_q31(
- const arm_matrix_instance_q31 * pSrcA,
- const arm_matrix_instance_q31 * pSrcB,
- arm_matrix_instance_q31 * pDst)
-{
- q31_t *pIn1 = pSrcA->pData; /* input data matrix pointer A */
- q31_t *pIn2 = pSrcB->pData; /* input data matrix pointer B */
- q31_t *pInA = pSrcA->pData; /* input data matrix pointer A */
- q31_t *pOut = pDst->pData; /* output data matrix pointer */
- q31_t *px; /* Temporary output data matrix pointer */
- q63_t sum; /* Accumulator */
- uint16_t numRowsA = pSrcA->numRows; /* number of rows of input matrix A */
- uint16_t numColsB = pSrcB->numCols; /* number of columns of input matrix B */
- uint16_t numColsA = pSrcA->numCols; /* number of columns of input matrix A */
-
-#if defined (ARM_MATH_DSP)
-
- /* Run the below code for Cortex-M4 and Cortex-M3 */
-
- uint16_t col, i = 0U, j, row = numRowsA, colCnt; /* loop counters */
- arm_status status; /* status of matrix multiplication */
- q31_t a0, a1, a2, a3, b0, b1, b2, b3;
-
-#ifdef ARM_MATH_MATRIX_CHECK
-
-
- /* Check for matrix mismatch condition */
- if ((pSrcA->numCols != pSrcB->numRows) ||
- (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols))
- {
- /* Set status as ARM_MATH_SIZE_MISMATCH */
- status = ARM_MATH_SIZE_MISMATCH;
- }
- else
-#endif /* #ifdef ARM_MATH_MATRIX_CHECK */
-
- {
- /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */
- /* row loop */
- do
- {
- /* Output pointer is set to starting address of the row being processed */
- px = pOut + i;
-
- /* For every row wise process, the column loop counter is to be initiated */
- col = numColsB;
-
- /* For every row wise process, the pIn2 pointer is set
- ** to the starting address of the pSrcB data */
- pIn2 = pSrcB->pData;
-
- j = 0U;
-
- /* column loop */
- do
- {
- /* Set the variable sum, that acts as accumulator, to zero */
- sum = 0;
-
- /* Initiate the pointer pIn1 to point to the starting address of pInA */
- pIn1 = pInA;
-
- /* Apply loop unrolling and compute 4 MACs simultaneously. */
- colCnt = numColsA >> 2;
-
-
- /* matrix multiplication */
- while (colCnt > 0U)
- {
- /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */
- /* Perform the multiply-accumulates */
- b0 = *pIn2;
- pIn2 += numColsB;
-
- a0 = *pIn1++;
- a1 = *pIn1++;
-
- b1 = *pIn2;
- pIn2 += numColsB;
- b2 = *pIn2;
- pIn2 += numColsB;
-
- sum += (q63_t) a0 *b0;
- sum += (q63_t) a1 *b1;
-
- a2 = *pIn1++;
- a3 = *pIn1++;
-
- b3 = *pIn2;
- pIn2 += numColsB;
-
- sum += (q63_t) a2 *b2;
- sum += (q63_t) a3 *b3;
-
- /* Decrement the loop counter */
- colCnt--;
- }
-
- /* If the columns of pSrcA is not a multiple of 4, compute any remaining output samples here.
- ** No loop unrolling is used. */
- colCnt = numColsA % 0x4U;
-
- while (colCnt > 0U)
- {
- /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */
- /* Perform the multiply-accumulates */
- sum += (q63_t) * pIn1++ * *pIn2;
- pIn2 += numColsB;
-
- /* Decrement the loop counter */
- colCnt--;
- }
-
- /* Convert the result from 2.62 to 1.31 format and store in destination buffer */
- *px++ = (q31_t) (sum >> 31);
-
- /* Update the pointer pIn2 to point to the starting address of the next column */
- j++;
- pIn2 = (pSrcB->pData) + j;
-
- /* Decrement the column loop counter */
- col--;
-
- } while (col > 0U);
-
-#else
-
- /* Run the below code for Cortex-M0 */
-
- q31_t *pInB = pSrcB->pData; /* input data matrix pointer B */
- uint16_t col, i = 0U, row = numRowsA, colCnt; /* loop counters */
- arm_status status; /* status of matrix multiplication */
-
-
-#ifdef ARM_MATH_MATRIX_CHECK
-
- /* Check for matrix mismatch condition */
- if ((pSrcA->numCols != pSrcB->numRows) ||
- (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols))
- {
- /* Set status as ARM_MATH_SIZE_MISMATCH */
- status = ARM_MATH_SIZE_MISMATCH;
- }
- else
-#endif /* #ifdef ARM_MATH_MATRIX_CHECK */
-
- {
- /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */
- /* row loop */
- do
- {
- /* Output pointer is set to starting address of the row being processed */
- px = pOut + i;
-
- /* For every row wise process, the column loop counter is to be initiated */
- col = numColsB;
-
- /* For every row wise process, the pIn2 pointer is set
- ** to the starting address of the pSrcB data */
- pIn2 = pSrcB->pData;
-
- /* column loop */
- do
- {
- /* Set the variable sum, that acts as accumulator, to zero */
- sum = 0;
-
- /* Initiate the pointer pIn1 to point to the starting address of pInA */
- pIn1 = pInA;
-
- /* Matrix A columns number of MAC operations are to be performed */
- colCnt = numColsA;
-
- /* matrix multiplication */
- while (colCnt > 0U)
- {
- /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */
- /* Perform the multiply-accumulates */
- sum += (q63_t) * pIn1++ * *pIn2;
- pIn2 += numColsB;
-
- /* Decrement the loop counter */
- colCnt--;
- }
-
- /* Convert the result from 2.62 to 1.31 format and store in destination buffer */
- *px++ = (q31_t) clip_q63_to_q31(sum >> 31);
-
- /* Decrement the column loop counter */
- col--;
-
- /* Update the pointer pIn2 to point to the starting address of the next column */
- pIn2 = pInB + (numColsB - col);
-
- } while (col > 0U);
-
-#endif
-
- /* Update the pointer pInA to point to the starting address of the next row */
- i = i + numColsB;
- pInA = pInA + numColsA;
-
- /* Decrement the row loop counter */
- row--;
-
- } while (row > 0U);
-
- /* set status as ARM_MATH_SUCCESS */
- status = ARM_MATH_SUCCESS;
- }
- /* Return to application */
- return (status);
-}
-
-/**
- * @} end of MatrixMult group
- */