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| 2 | mjames | 1 | /* ---------------------------------------------------------------------- |
| 2 | * Copyright (C) 2010-2014 ARM Limited. All rights reserved. |
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| 3 | * |
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| 4 | * $Date: 19. March 2015 |
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| 5 | * $Revision: V.1.4.5 |
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| 6 | * |
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| 7 | * Project: CMSIS DSP Library |
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| 8 | * Title: arm_mat_cmplx_mult_q31.c |
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| 9 | * |
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| 10 | * Description: Floating-point matrix multiplication. |
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| 11 | * |
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| 12 | * Target Processor: Cortex-M4/Cortex-M3/Cortex-M0 |
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| 13 | * |
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| 14 | * Redistribution and use in source and binary forms, with or without |
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| 15 | * modification, are permitted provided that the following conditions |
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| 16 | * are met: |
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| 17 | * - Redistributions of source code must retain the above copyright |
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| 18 | * notice, this list of conditions and the following disclaimer. |
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| 19 | * - Redistributions in binary form must reproduce the above copyright |
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| 20 | * notice, this list of conditions and the following disclaimer in |
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| 21 | * the documentation and/or other materials provided with the |
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| 22 | * distribution. |
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| 23 | * - Neither the name of ARM LIMITED nor the names of its contributors |
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| 24 | * may be used to endorse or promote products derived from this |
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| 25 | * software without specific prior written permission. |
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| 26 | * |
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| 27 | * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
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| 28 | * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
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| 29 | * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS |
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| 30 | * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE |
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| 31 | * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, |
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| 32 | * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, |
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| 33 | * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; |
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| 34 | * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER |
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| 35 | * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT |
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| 36 | * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN |
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| 37 | * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE |
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| 38 | * POSSIBILITY OF SUCH DAMAGE. |
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| 39 | * -------------------------------------------------------------------- */ |
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| 40 | #include "arm_math.h" |
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| 41 | |||
| 42 | /** |
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| 43 | * @ingroup groupMatrix |
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| 44 | */ |
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| 45 | |||
| 46 | /** |
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| 47 | * @addtogroup CmplxMatrixMult |
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| 48 | * @{ |
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| 49 | */ |
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| 50 | |||
| 51 | /** |
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| 52 | * @brief Q31 Complex matrix multiplication |
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| 53 | * @param[in] *pSrcA points to the first input complex matrix structure |
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| 54 | * @param[in] *pSrcB points to the second input complex matrix structure |
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| 55 | * @param[out] *pDst points to output complex matrix structure |
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| 56 | * @return The function returns either |
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| 57 | * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking. |
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| 58 | * |
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| 59 | * @details |
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| 60 | * <b>Scaling and Overflow Behavior:</b> |
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| 61 | * |
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| 62 | * \par |
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| 63 | * The function is implemented using an internal 64-bit accumulator. |
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| 64 | * The accumulator has a 2.62 format and maintains full precision of the intermediate |
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| 65 | * multiplication results but provides only a single guard bit. There is no saturation |
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| 66 | * on intermediate additions. Thus, if the accumulator overflows it wraps around and |
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| 67 | * distorts the result. The input signals should be scaled down to avoid intermediate |
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| 68 | * overflows. The input is thus scaled down by log2(numColsA) bits |
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| 69 | * to avoid overflows, as a total of numColsA additions are performed internally. |
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| 70 | * The 2.62 accumulator is right shifted by 31 bits and saturated to 1.31 format to yield the final result. |
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| 71 | * |
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| 72 | * |
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| 73 | */ |
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| 74 | |||
| 75 | arm_status arm_mat_cmplx_mult_q31( |
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| 76 | const arm_matrix_instance_q31 * pSrcA, |
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| 77 | const arm_matrix_instance_q31 * pSrcB, |
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| 78 | arm_matrix_instance_q31 * pDst) |
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| 79 | { |
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| 80 | q31_t *pIn1 = pSrcA->pData; /* input data matrix pointer A */ |
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| 81 | q31_t *pIn2 = pSrcB->pData; /* input data matrix pointer B */ |
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| 82 | q31_t *pInA = pSrcA->pData; /* input data matrix pointer A */ |
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| 83 | q31_t *pOut = pDst->pData; /* output data matrix pointer */ |
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| 84 | q31_t *px; /* Temporary output data matrix pointer */ |
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| 85 | uint16_t numRowsA = pSrcA->numRows; /* number of rows of input matrix A */ |
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| 86 | uint16_t numColsB = pSrcB->numCols; /* number of columns of input matrix B */ |
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| 87 | uint16_t numColsA = pSrcA->numCols; /* number of columns of input matrix A */ |
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| 88 | q63_t sumReal1, sumImag1; /* accumulator */ |
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| 89 | q31_t a0, b0, c0, d0; |
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| 90 | q31_t a1, b1, c1, d1; |
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| 91 | |||
| 92 | |||
| 93 | /* Run the below code for Cortex-M4 and Cortex-M3 */ |
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| 94 | |||
| 95 | uint16_t col, i = 0u, j, row = numRowsA, colCnt; /* loop counters */ |
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| 96 | arm_status status; /* status of matrix multiplication */ |
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| 97 | |||
| 98 | #ifdef ARM_MATH_MATRIX_CHECK |
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| 99 | |||
| 100 | |||
| 101 | /* Check for matrix mismatch condition */ |
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| 102 | if((pSrcA->numCols != pSrcB->numRows) || |
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| 103 | (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols)) |
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| 104 | { |
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| 105 | |||
| 106 | /* Set status as ARM_MATH_SIZE_MISMATCH */ |
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| 107 | status = ARM_MATH_SIZE_MISMATCH; |
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| 108 | } |
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| 109 | else |
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| 110 | #endif /* #ifdef ARM_MATH_MATRIX_CHECK */ |
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| 111 | |||
| 112 | { |
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| 113 | /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */ |
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| 114 | /* row loop */ |
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| 115 | do |
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| 116 | { |
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| 117 | /* Output pointer is set to starting address of the row being processed */ |
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| 118 | px = pOut + 2 * i; |
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| 119 | |||
| 120 | /* For every row wise process, the column loop counter is to be initiated */ |
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| 121 | col = numColsB; |
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| 122 | |||
| 123 | /* For every row wise process, the pIn2 pointer is set |
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| 124 | ** to the starting address of the pSrcB data */ |
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| 125 | pIn2 = pSrcB->pData; |
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| 126 | |||
| 127 | j = 0u; |
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| 128 | |||
| 129 | /* column loop */ |
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| 130 | do |
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| 131 | { |
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| 132 | /* Set the variable sum, that acts as accumulator, to zero */ |
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| 133 | sumReal1 = 0.0; |
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| 134 | sumImag1 = 0.0; |
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| 135 | |||
| 136 | /* Initiate the pointer pIn1 to point to the starting address of the column being processed */ |
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| 137 | pIn1 = pInA; |
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| 138 | |||
| 139 | /* Apply loop unrolling and compute 4 MACs simultaneously. */ |
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| 140 | colCnt = numColsA >> 2; |
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| 141 | |||
| 142 | /* matrix multiplication */ |
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| 143 | while(colCnt > 0u) |
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| 144 | { |
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| 145 | |||
| 146 | /* Reading real part of complex matrix A */ |
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| 147 | a0 = *pIn1; |
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| 148 | |||
| 149 | /* Reading real part of complex matrix B */ |
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| 150 | c0 = *pIn2; |
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| 151 | |||
| 152 | /* Reading imaginary part of complex matrix A */ |
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| 153 | b0 = *(pIn1 + 1u); |
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| 154 | |||
| 155 | /* Reading imaginary part of complex matrix B */ |
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| 156 | d0 = *(pIn2 + 1u); |
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| 157 | |||
| 158 | /* Multiply and Accumlates */ |
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| 159 | sumReal1 += (q63_t) a0 *c0; |
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| 160 | sumImag1 += (q63_t) b0 *c0; |
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| 161 | |||
| 162 | /* update pointers */ |
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| 163 | pIn1 += 2u; |
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| 164 | pIn2 += 2 * numColsB; |
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| 165 | |||
| 166 | /* Multiply and Accumlates */ |
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| 167 | sumReal1 -= (q63_t) b0 *d0; |
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| 168 | sumImag1 += (q63_t) a0 *d0; |
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| 169 | |||
| 170 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ |
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| 171 | |||
| 172 | /* read real and imag values from pSrcA and pSrcB buffer */ |
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| 173 | a1 = *pIn1; |
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| 174 | c1 = *pIn2; |
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| 175 | b1 = *(pIn1 + 1u); |
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| 176 | d1 = *(pIn2 + 1u); |
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| 177 | |||
| 178 | /* Multiply and Accumlates */ |
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| 179 | sumReal1 += (q63_t) a1 *c1; |
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| 180 | sumImag1 += (q63_t) b1 *c1; |
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| 181 | |||
| 182 | /* update pointers */ |
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| 183 | pIn1 += 2u; |
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| 184 | pIn2 += 2 * numColsB; |
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| 185 | |||
| 186 | /* Multiply and Accumlates */ |
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| 187 | sumReal1 -= (q63_t) b1 *d1; |
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| 188 | sumImag1 += (q63_t) a1 *d1; |
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| 189 | |||
| 190 | a0 = *pIn1; |
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| 191 | c0 = *pIn2; |
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| 192 | |||
| 193 | b0 = *(pIn1 + 1u); |
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| 194 | d0 = *(pIn2 + 1u); |
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| 195 | |||
| 196 | /* Multiply and Accumlates */ |
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| 197 | sumReal1 += (q63_t) a0 *c0; |
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| 198 | sumImag1 += (q63_t) b0 *c0; |
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| 199 | |||
| 200 | /* update pointers */ |
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| 201 | pIn1 += 2u; |
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| 202 | pIn2 += 2 * numColsB; |
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| 203 | |||
| 204 | /* Multiply and Accumlates */ |
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| 205 | sumReal1 -= (q63_t) b0 *d0; |
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| 206 | sumImag1 += (q63_t) a0 *d0; |
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| 207 | |||
| 208 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ |
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| 209 | |||
| 210 | a1 = *pIn1; |
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| 211 | c1 = *pIn2; |
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| 212 | |||
| 213 | b1 = *(pIn1 + 1u); |
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| 214 | d1 = *(pIn2 + 1u); |
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| 215 | |||
| 216 | /* Multiply and Accumlates */ |
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| 217 | sumReal1 += (q63_t) a1 *c1; |
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| 218 | sumImag1 += (q63_t) b1 *c1; |
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| 219 | |||
| 220 | /* update pointers */ |
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| 221 | pIn1 += 2u; |
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| 222 | pIn2 += 2 * numColsB; |
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| 223 | |||
| 224 | /* Multiply and Accumlates */ |
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| 225 | sumReal1 -= (q63_t) b1 *d1; |
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| 226 | sumImag1 += (q63_t) a1 *d1; |
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| 227 | |||
| 228 | /* Decrement the loop count */ |
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| 229 | colCnt--; |
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| 230 | } |
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| 231 | |||
| 232 | /* If the columns of pSrcA is not a multiple of 4, compute any remaining MACs here. |
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| 233 | ** No loop unrolling is used. */ |
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| 234 | colCnt = numColsA % 0x4u; |
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| 235 | |||
| 236 | while(colCnt > 0u) |
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| 237 | { |
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| 238 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ |
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| 239 | a1 = *pIn1; |
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| 240 | c1 = *pIn2; |
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| 241 | |||
| 242 | b1 = *(pIn1 + 1u); |
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| 243 | d1 = *(pIn2 + 1u); |
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| 244 | |||
| 245 | /* Multiply and Accumlates */ |
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| 246 | sumReal1 += (q63_t) a1 *c1; |
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| 247 | sumImag1 += (q63_t) b1 *c1; |
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| 248 | |||
| 249 | /* update pointers */ |
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| 250 | pIn1 += 2u; |
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| 251 | pIn2 += 2 * numColsB; |
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| 252 | |||
| 253 | /* Multiply and Accumlates */ |
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| 254 | sumReal1 -= (q63_t) b1 *d1; |
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| 255 | sumImag1 += (q63_t) a1 *d1; |
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| 256 | |||
| 257 | /* Decrement the loop counter */ |
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| 258 | colCnt--; |
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| 259 | } |
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| 260 | |||
| 261 | /* Store the result in the destination buffer */ |
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| 262 | *px++ = (q31_t) clip_q63_to_q31(sumReal1 >> 31); |
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| 263 | *px++ = (q31_t) clip_q63_to_q31(sumImag1 >> 31); |
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| 264 | |||
| 265 | /* Update the pointer pIn2 to point to the starting address of the next column */ |
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| 266 | j++; |
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| 267 | pIn2 = pSrcB->pData + 2u * j; |
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| 268 | |||
| 269 | /* Decrement the column loop counter */ |
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| 270 | col--; |
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| 271 | |||
| 272 | } while(col > 0u); |
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| 273 | |||
| 274 | /* Update the pointer pInA to point to the starting address of the next row */ |
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| 275 | i = i + numColsB; |
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| 276 | pInA = pInA + 2 * numColsA; |
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| 277 | |||
| 278 | /* Decrement the row loop counter */ |
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| 279 | row--; |
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| 280 | |||
| 281 | } while(row > 0u); |
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| 282 | |||
| 283 | /* Set status as ARM_MATH_SUCCESS */ |
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| 284 | status = ARM_MATH_SUCCESS; |
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| 285 | } |
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| 286 | |||
| 287 | /* Return to application */ |
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| 288 | return (status); |
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| 289 | } |
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| 290 | |||
| 291 | /** |
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| 292 | * @} end of MatrixMult group |
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| 293 | */ |