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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
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treeea485897653003d01cd16e2b506f69363928fafa /Blink/Drivers/CMSIS/DSP/Source/MatrixFunctions/arm_mat_mult_q15.c
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-/* ----------------------------------------------------------------------
- * Project: CMSIS DSP Library
- * Title: arm_mat_mult_q15.c
- * Description: Q15 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 Q15 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
- * @param[in] *pState points to the array for storing intermediate results (Unused)
- * @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 a 64-bit internal accumulator. The inputs to the
- * multiplications are in 1.15 format and multiplications yield a 2.30 result.
- * The 2.30 intermediate
- * results are accumulated in a 64-bit accumulator in 34.30 format. This approach
- * provides 33 guard bits and there is no risk of overflow. The 34.30 result is then
- * truncated to 34.15 format by discarding the low 15 bits and then saturated to
- * 1.15 format.
- *
- * \par
- * Refer to <code>arm_mat_mult_fast_q15()</code> for a faster but less precise version of this function for Cortex-M3 and Cortex-M4.
- *
- */
-
-arm_status arm_mat_mult_q15(
- const arm_matrix_instance_q15 * pSrcA,
- const arm_matrix_instance_q15 * pSrcB,
- arm_matrix_instance_q15 * pDst,
- q15_t * pState)
-{
- q63_t sum; /* accumulator */
-
-#if defined (ARM_MATH_DSP)
-
- /* Run the below code for Cortex-M4 and Cortex-M3 */
-
- q15_t *pSrcBT = pState; /* input data matrix pointer for transpose */
- q15_t *pInA = pSrcA->pData; /* input data matrix pointer A of Q15 type */
- q15_t *pInB = pSrcB->pData; /* input data matrix pointer B of Q15 type */
- q15_t *px; /* Temporary output data matrix pointer */
- 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 */
- uint16_t numRowsB = pSrcB->numRows; /* number of rows of input matrix A */
- uint16_t col, i = 0U, row = numRowsB, colCnt; /* loop counters */
- arm_status status; /* status of matrix multiplication */
-
-#ifndef UNALIGNED_SUPPORT_DISABLE
-
- q31_t in; /* Temporary variable to hold the input value */
- q31_t pSourceA1, pSourceB1, pSourceA2, pSourceB2;
-
-#else
-
- q15_t in; /* Temporary variable to hold the input value */
- q15_t inA1, inB1, inA2, inB2;
-
-#endif /* #ifndef UNALIGNED_SUPPORT_DISABLE */
-
-#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 */
- {
- /* Matrix transpose */
- do
- {
- /* Apply loop unrolling and exchange the columns with row elements */
- col = numColsB >> 2;
-
- /* The pointer px is set to starting address of the column being processed */
- px = pSrcBT + i;
-
- /* First part of the processing with loop unrolling. Compute 4 outputs at a time.
- ** a second loop below computes the remaining 1 to 3 samples. */
- while (col > 0U)
- {
-#ifndef UNALIGNED_SUPPORT_DISABLE
-
- /* Read two elements from the row */
- in = *__SIMD32(pInB)++;
-
- /* Unpack and store one element in the destination */
-#ifndef ARM_MATH_BIG_ENDIAN
-
- *px = (q15_t) in;
-
-#else
-
- *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16);
-
-#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
- /* Unpack and store the second element in the destination */
-#ifndef ARM_MATH_BIG_ENDIAN
-
- *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16);
-
-#else
-
- *px = (q15_t) in;
-
-#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
- /* Read two elements from the row */
- in = *__SIMD32(pInB)++;
-
- /* Unpack and store one element in the destination */
-#ifndef ARM_MATH_BIG_ENDIAN
-
- *px = (q15_t) in;
-
-#else
-
- *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16);
-
-#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
- /* Unpack and store the second element in the destination */
-
-#ifndef ARM_MATH_BIG_ENDIAN
-
- *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16);
-
-#else
-
- *px = (q15_t) in;
-
-#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
-#else
-
- /* Read one element from the row */
- in = *pInB++;
-
- /* Store one element in the destination */
- *px = in;
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
- /* Read one element from the row */
- in = *pInB++;
-
- /* Store one element in the destination */
- *px = in;
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
- /* Read one element from the row */
- in = *pInB++;
-
- /* Store one element in the destination */
- *px = in;
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
- /* Read one element from the row */
- in = *pInB++;
-
- /* Store one element in the destination */
- *px = in;
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
-#endif /* #ifndef UNALIGNED_SUPPORT_DISABLE */
-
- /* Decrement the column loop counter */
- col--;
- }
-
- /* If the columns of pSrcB is not a multiple of 4, compute any remaining output samples here.
- ** No loop unrolling is used. */
- col = numColsB % 0x4U;
-
- while (col > 0U)
- {
- /* Read and store the input element in the destination */
- *px = *pInB++;
-
- /* Update the pointer px to point to the next row of the transposed matrix */
- px += numRowsB;
-
- /* Decrement the column loop counter */
- col--;
- }
-
- i++;
-
- /* Decrement the row loop counter */
- row--;
-
- } while (row > 0U);
-
- /* Reset the variables for the usage in the following multiplication process */
- row = numRowsA;
- i = 0U;
- px = pDst->pData;
-
- /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */
- /* row loop */
- do
- {
- /* 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 transposed pSrcB data */
- pInB = pSrcBT;
-
- /* column loop */
- do
- {
- /* Set the variable sum, that acts as accumulator, to zero */
- sum = 0;
-
- /* Apply loop unrolling and compute 2 MACs simultaneously. */
- colCnt = numColsA >> 2;
-
- /* Initiate the pointer pIn1 to point to the starting address of the column being processed */
- pInA = pSrcA->pData + i;
-
-
- /* 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) */
-#ifndef UNALIGNED_SUPPORT_DISABLE
-
- /* read real and imag values from pSrcA and pSrcB buffer */
- pSourceA1 = *__SIMD32(pInA)++;
- pSourceB1 = *__SIMD32(pInB)++;
-
- pSourceA2 = *__SIMD32(pInA)++;
- pSourceB2 = *__SIMD32(pInB)++;
-
- /* Multiply and Accumlates */
- sum = __SMLALD(pSourceA1, pSourceB1, sum);
- sum = __SMLALD(pSourceA2, pSourceB2, sum);
-
-#else
- /* read real and imag values from pSrcA and pSrcB buffer */
- inA1 = *pInA++;
- inB1 = *pInB++;
- inA2 = *pInA++;
- /* Multiply and Accumlates */
- sum += inA1 * inB1;
- inB2 = *pInB++;
-
- inA1 = *pInA++;
- inB1 = *pInB++;
- /* Multiply and Accumlates */
- sum += inA2 * inB2;
- inA2 = *pInA++;
- inB2 = *pInB++;
-
- /* Multiply and Accumlates */
- sum += inA1 * inB1;
- sum += inA2 * inB2;
-
-#endif /* #ifndef UNALIGNED_SUPPORT_DISABLE */
-
- /* Decrement the loop counter */
- colCnt--;
- }
-
- /* process remaining column samples */
- colCnt = numColsA & 3U;
-
- while (colCnt > 0U)
- {
- /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */
- sum += *pInA++ * *pInB++;
-
- /* Decrement the loop counter */
- colCnt--;
- }
-
- /* Saturate and store the result in the destination buffer */
- *px = (q15_t) (__SSAT((sum >> 15), 16));
- px++;
-
- /* Decrement the column loop counter */
- col--;
-
- } while (col > 0U);
-
- i = i + numColsA;
-
- /* Decrement the row loop counter */
- row--;
-
- } while (row > 0U);
-
-#else
-
- /* Run the below code for Cortex-M0 */
-
- q15_t *pIn1 = pSrcA->pData; /* input data matrix pointer A */
- q15_t *pIn2 = pSrcB->pData; /* input data matrix pointer B */
- q15_t *pInA = pSrcA->pData; /* input data matrix pointer A of Q15 type */
- q15_t *pInB = pSrcB->pData; /* input data matrix pointer B of Q15 type */
- q15_t *pOut = pDst->pData; /* output data matrix pointer */
- q15_t *px; /* Temporary output data matrix pointer */
- uint16_t numColsB = pSrcB->numCols; /* number of columns of input matrix B */
- uint16_t numColsA = pSrcA->numCols; /* number of columns of input matrix A */
- uint16_t numRowsA = pSrcA->numRows; /* number of rows of input matrix A */
- 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 pSrcA */
- 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 += (q31_t) * pIn1++ * *pIn2;
- pIn2 += numColsB;
-
- /* Decrement the loop counter */
- colCnt--;
- }
-
- /* Convert the result from 34.30 to 1.15 format and store the saturated value in destination buffer */
- /* Saturate and store the result in the destination buffer */
- *px++ = (q15_t) __SSAT((sum >> 15), 16);
-
- /* 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);
-
- /* Update the pointer pSrcA 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);
-
-#endif /* #if defined (ARM_MATH_DSP) */
- /* set status as ARM_MATH_SUCCESS */
- status = ARM_MATH_SUCCESS;
- }
-
- /* Return to application */
- return (status);
-}
-
-/**
- * @} end of MatrixMult group
- */