326 lines
8.9 KiB
C
326 lines
8.9 KiB
C
/* ----------------------------------------------------------------------
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* Project: CMSIS DSP Library
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* Title: arm_mat_trans_f32.c
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* Description: Floating-point matrix transpose
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*
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* $Date: 23 April 2021
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* $Revision: V1.9.0
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*
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* Target Processor: Cortex-M and Cortex-A cores
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* -------------------------------------------------------------------- */
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/*
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* Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
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*
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* SPDX-License-Identifier: Apache-2.0
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*
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* Licensed under the Apache License, Version 2.0 (the License); you may
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* not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an AS IS BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include "dsp/matrix_functions.h"
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/**
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@ingroup groupMatrix
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*/
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/**
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@defgroup MatrixTrans Matrix Transpose
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Tranposes a matrix.
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Transposing an <code>M x N</code> matrix flips it around the center diagonal and results in an <code>N x M</code> matrix.
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\image html MatrixTranspose.gif "Transpose of a 3 x 3 matrix"
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*/
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/**
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@addtogroup MatrixTrans
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@{
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*/
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/**
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@brief Floating-point matrix transpose.
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@param[in] pSrc points to input matrix
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@param[out] pDst points to output matrix
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@return execution status
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- \ref ARM_MATH_SUCCESS : Operation successful
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- \ref ARM_MATH_SIZE_MISMATCH : Matrix size check failed
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*/
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#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
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#include "arm_helium_utils.h"
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arm_status arm_mat_trans_f32(
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const arm_matrix_instance_f32 * pSrc,
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arm_matrix_instance_f32 * pDst)
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{
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arm_status status; /* status of matrix transpose */
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#ifdef ARM_MATH_MATRIX_CHECK
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/* Check for matrix mismatch condition */
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if ((pSrc->numRows != pDst->numCols) || (pSrc->numCols != pDst->numRows))
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{
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/* Set status as ARM_MATH_SIZE_MISMATCH */
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status = ARM_MATH_SIZE_MISMATCH;
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}
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else
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#endif /* #ifdef ARM_MATH_MATRIX_CHECK */
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{
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if (pDst->numRows == pDst->numCols)
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{
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if (pDst->numCols == 2)
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return arm_mat_trans_32bit_2x2_mve((uint32_t *)pSrc->pData, (uint32_t *)pDst->pData);
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if (pDst->numCols == 3)
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return arm_mat_trans_32bit_3x3_mve((uint32_t *)pSrc->pData, (uint32_t *)pDst->pData);
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if (pDst->numCols == 4)
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return arm_mat_trans_32bit_4x4_mve((uint32_t *)pSrc->pData, (uint32_t *)pDst->pData);
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}
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arm_mat_trans_32bit_generic_mve(pSrc->numRows, pSrc->numCols, (uint32_t *)pSrc->pData, (uint32_t *)pDst->pData);
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/* Set status as ARM_MATH_SUCCESS */
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status = ARM_MATH_SUCCESS;
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}
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/* Return to application */
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return (status);
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}
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#else
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#if defined(ARM_MATH_NEON)
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arm_status arm_mat_trans_f32(
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const arm_matrix_instance_f32 * pSrc,
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arm_matrix_instance_f32 * pDst)
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{
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float32_t *pIn = pSrc->pData; /* input data matrix pointer */
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float32_t *pOut = pDst->pData; /* output data matrix pointer */
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float32_t *px; /* Temporary output data matrix pointer */
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uint16_t nRows = pSrc->numRows; /* number of rows */
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uint16_t nColumns = pSrc->numCols; /* number of columns */
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uint16_t blkCnt, rowCnt, i = 0U, row = nRows; /* loop counters */
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arm_status status; /* status of matrix transpose */
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#ifdef ARM_MATH_MATRIX_CHECK
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/* Check for matrix mismatch condition */
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if ((pSrc->numRows != pDst->numCols) || (pSrc->numCols != pDst->numRows))
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{
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/* Set status as ARM_MATH_SIZE_MISMATCH */
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status = ARM_MATH_SIZE_MISMATCH;
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}
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else
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#endif /* #ifdef ARM_MATH_MATRIX_CHECK */
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{
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/* Matrix transpose by exchanging the rows with columns */
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/* Row loop */
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rowCnt = row >> 2;
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while (rowCnt > 0U)
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{
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float32x4_t row0V,row1V,row2V,row3V;
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float32x4x2_t ra0,ra1,rb0,rb1;
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blkCnt = nColumns >> 2;
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/* The pointer px is set to starting address of the column being processed */
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px = pOut + i;
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/* Compute 4 outputs at a time.
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** a second loop below computes the remaining 1 to 3 samples. */
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while (blkCnt > 0U) /* Column loop */
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{
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row0V = vld1q_f32(pIn);
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row1V = vld1q_f32(pIn + 1 * nColumns);
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row2V = vld1q_f32(pIn + 2 * nColumns);
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row3V = vld1q_f32(pIn + 3 * nColumns);
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pIn += 4;
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ra0 = vzipq_f32(row0V,row2V);
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ra1 = vzipq_f32(row1V,row3V);
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rb0 = vzipq_f32(ra0.val[0],ra1.val[0]);
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rb1 = vzipq_f32(ra0.val[1],ra1.val[1]);
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vst1q_f32(px,rb0.val[0]);
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px += nRows;
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vst1q_f32(px,rb0.val[1]);
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px += nRows;
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vst1q_f32(px,rb1.val[0]);
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px += nRows;
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vst1q_f32(px,rb1.val[1]);
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px += nRows;
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/* Decrement the column loop counter */
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blkCnt--;
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}
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/* Perform matrix transpose for last 3 samples here. */
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blkCnt = nColumns % 0x4U;
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while (blkCnt > 0U)
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{
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/* Read and store the input element in the destination */
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*px++ = *pIn;
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*px++ = *(pIn + 1 * nColumns);
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*px++ = *(pIn + 2 * nColumns);
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*px++ = *(pIn + 3 * nColumns);
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px += (nRows - 4);
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pIn++;
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/* Decrement the column loop counter */
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blkCnt--;
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}
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i += 4;
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pIn += 3 * nColumns;
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/* Decrement the row loop counter */
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rowCnt--;
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} /* Row loop end */
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rowCnt = row & 3;
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while (rowCnt > 0U)
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{
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blkCnt = nColumns ;
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/* The pointer px is set to starting address of the column being processed */
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px = pOut + i;
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while (blkCnt > 0U)
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{
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/* Read and store the input element in the destination */
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*px = *pIn++;
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/* Update the pointer px to point to the next row of the transposed matrix */
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px += nRows;
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/* Decrement the column loop counter */
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blkCnt--;
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}
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i++;
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rowCnt -- ;
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}
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/* Set status as ARM_MATH_SUCCESS */
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status = ARM_MATH_SUCCESS;
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}
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/* Return to application */
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return (status);
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}
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#else
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arm_status arm_mat_trans_f32(
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const arm_matrix_instance_f32 * pSrc,
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arm_matrix_instance_f32 * pDst)
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{
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float32_t *pIn = pSrc->pData; /* input data matrix pointer */
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float32_t *pOut = pDst->pData; /* output data matrix pointer */
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float32_t *px; /* Temporary output data matrix pointer */
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uint16_t nRows = pSrc->numRows; /* number of rows */
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uint16_t nCols = pSrc->numCols; /* number of columns */
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uint32_t col, row = nRows, i = 0U; /* Loop counters */
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arm_status status; /* status of matrix transpose */
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#ifdef ARM_MATH_MATRIX_CHECK
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/* Check for matrix mismatch condition */
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if ((pSrc->numRows != pDst->numCols) ||
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(pSrc->numCols != pDst->numRows) )
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{
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/* Set status as ARM_MATH_SIZE_MISMATCH */
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status = ARM_MATH_SIZE_MISMATCH;
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}
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else
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#endif /* #ifdef ARM_MATH_MATRIX_CHECK */
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{
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/* Matrix transpose by exchanging the rows with columns */
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/* row loop */
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do
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{
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/* Pointer px is set to starting address of column being processed */
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px = pOut + i;
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#if defined (ARM_MATH_LOOPUNROLL)
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/* Loop unrolling: Compute 4 outputs at a time */
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col = nCols >> 2U;
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while (col > 0U) /* column loop */
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{
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/* Read and store input element in destination */
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*px = *pIn++;
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/* Update pointer px to point to next row of transposed matrix */
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px += nRows;
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*px = *pIn++;
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px += nRows;
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*px = *pIn++;
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px += nRows;
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*px = *pIn++;
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px += nRows;
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/* Decrement column loop counter */
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col--;
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}
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/* Loop unrolling: Compute remaining outputs */
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col = nCols % 0x4U;
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#else
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/* Initialize col with number of samples */
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col = nCols;
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#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
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while (col > 0U)
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{
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/* Read and store input element in destination */
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*px = *pIn++;
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/* Update pointer px to point to next row of transposed matrix */
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px += nRows;
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/* Decrement column loop counter */
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col--;
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}
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i++;
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/* Decrement row loop counter */
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row--;
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} while (row > 0U); /* row loop end */
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/* Set status as ARM_MATH_SUCCESS */
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status = ARM_MATH_SUCCESS;
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}
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/* Return to application */
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return (status);
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}
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#endif /* #if defined(ARM_MATH_NEON) */
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#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
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/**
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* @} end of MatrixTrans group
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*/
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