CMSIS DSP library
Dependents: performance_timer Surfboard_ gps2rtty Capstone ... more
Legacy Warning
This is an mbed 2 library. To learn more about mbed OS 5, visit the docs.
cmsis_dsp/MatrixFunctions/arm_mat_mult_fast_q15.c@1:fdd22bb7aa52, 2012-11-28 (annotated)
- Committer:
- emilmont
- Date:
- Wed Nov 28 12:30:09 2012 +0000
- Revision:
- 1:fdd22bb7aa52
- Child:
- 2:da51fb522205
DSP library code
Who changed what in which revision?
User | Revision | Line number | New contents of line |
---|---|---|---|
emilmont | 1:fdd22bb7aa52 | 1 | /* ---------------------------------------------------------------------- |
emilmont | 1:fdd22bb7aa52 | 2 | * Copyright (C) 2010 ARM Limited. All rights reserved. |
emilmont | 1:fdd22bb7aa52 | 3 | * |
emilmont | 1:fdd22bb7aa52 | 4 | * $Date: 15. February 2012 |
emilmont | 1:fdd22bb7aa52 | 5 | * $Revision: V1.1.0 |
emilmont | 1:fdd22bb7aa52 | 6 | * |
emilmont | 1:fdd22bb7aa52 | 7 | * Project: CMSIS DSP Library |
emilmont | 1:fdd22bb7aa52 | 8 | * Title: arm_mat_mult_fast_q15.c |
emilmont | 1:fdd22bb7aa52 | 9 | * |
emilmont | 1:fdd22bb7aa52 | 10 | * Description: Q15 matrix multiplication (fast variant) |
emilmont | 1:fdd22bb7aa52 | 11 | * |
emilmont | 1:fdd22bb7aa52 | 12 | * Target Processor: Cortex-M4/Cortex-M3 |
emilmont | 1:fdd22bb7aa52 | 13 | * |
emilmont | 1:fdd22bb7aa52 | 14 | * Version 1.1.0 2012/02/15 |
emilmont | 1:fdd22bb7aa52 | 15 | * Updated with more optimizations, bug fixes and minor API changes. |
emilmont | 1:fdd22bb7aa52 | 16 | * |
emilmont | 1:fdd22bb7aa52 | 17 | * Version 1.0.10 2011/7/15 |
emilmont | 1:fdd22bb7aa52 | 18 | * Big Endian support added and Merged M0 and M3/M4 Source code. |
emilmont | 1:fdd22bb7aa52 | 19 | * |
emilmont | 1:fdd22bb7aa52 | 20 | * Version 1.0.3 2010/11/29 |
emilmont | 1:fdd22bb7aa52 | 21 | * Re-organized the CMSIS folders and updated documentation. |
emilmont | 1:fdd22bb7aa52 | 22 | * |
emilmont | 1:fdd22bb7aa52 | 23 | * Version 1.0.2 2010/11/11 |
emilmont | 1:fdd22bb7aa52 | 24 | * Documentation updated. |
emilmont | 1:fdd22bb7aa52 | 25 | * |
emilmont | 1:fdd22bb7aa52 | 26 | * Version 1.0.1 2010/10/05 |
emilmont | 1:fdd22bb7aa52 | 27 | * Production release and review comments incorporated. |
emilmont | 1:fdd22bb7aa52 | 28 | * |
emilmont | 1:fdd22bb7aa52 | 29 | * Version 1.0.0 2010/09/20 |
emilmont | 1:fdd22bb7aa52 | 30 | * Production release and review comments incorporated. |
emilmont | 1:fdd22bb7aa52 | 31 | * -------------------------------------------------------------------- */ |
emilmont | 1:fdd22bb7aa52 | 32 | |
emilmont | 1:fdd22bb7aa52 | 33 | #include "arm_math.h" |
emilmont | 1:fdd22bb7aa52 | 34 | |
emilmont | 1:fdd22bb7aa52 | 35 | /** |
emilmont | 1:fdd22bb7aa52 | 36 | * @ingroup groupMatrix |
emilmont | 1:fdd22bb7aa52 | 37 | */ |
emilmont | 1:fdd22bb7aa52 | 38 | |
emilmont | 1:fdd22bb7aa52 | 39 | /** |
emilmont | 1:fdd22bb7aa52 | 40 | * @addtogroup MatrixMult |
emilmont | 1:fdd22bb7aa52 | 41 | * @{ |
emilmont | 1:fdd22bb7aa52 | 42 | */ |
emilmont | 1:fdd22bb7aa52 | 43 | |
emilmont | 1:fdd22bb7aa52 | 44 | |
emilmont | 1:fdd22bb7aa52 | 45 | /** |
emilmont | 1:fdd22bb7aa52 | 46 | * @brief Q15 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 |
emilmont | 1:fdd22bb7aa52 | 47 | * @param[in] *pSrcA points to the first input matrix structure |
emilmont | 1:fdd22bb7aa52 | 48 | * @param[in] *pSrcB points to the second input matrix structure |
emilmont | 1:fdd22bb7aa52 | 49 | * @param[out] *pDst points to output matrix structure |
emilmont | 1:fdd22bb7aa52 | 50 | * @param[in] *pState points to the array for storing intermediate results |
emilmont | 1:fdd22bb7aa52 | 51 | * @return The function returns either |
emilmont | 1:fdd22bb7aa52 | 52 | * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking. |
emilmont | 1:fdd22bb7aa52 | 53 | * |
emilmont | 1:fdd22bb7aa52 | 54 | * @details |
emilmont | 1:fdd22bb7aa52 | 55 | * <b>Scaling and Overflow Behavior:</b> |
emilmont | 1:fdd22bb7aa52 | 56 | * |
emilmont | 1:fdd22bb7aa52 | 57 | * \par |
emilmont | 1:fdd22bb7aa52 | 58 | * The difference between the function arm_mat_mult_q15() and this fast variant is that |
emilmont | 1:fdd22bb7aa52 | 59 | * the fast variant use a 32-bit rather than a 64-bit accumulator. |
emilmont | 1:fdd22bb7aa52 | 60 | * The result of each 1.15 x 1.15 multiplication is truncated to |
emilmont | 1:fdd22bb7aa52 | 61 | * 2.30 format. These intermediate results are accumulated in a 32-bit register in 2.30 |
emilmont | 1:fdd22bb7aa52 | 62 | * format. Finally, the accumulator is saturated and converted to a 1.15 result. |
emilmont | 1:fdd22bb7aa52 | 63 | * |
emilmont | 1:fdd22bb7aa52 | 64 | * \par |
emilmont | 1:fdd22bb7aa52 | 65 | * The fast version has the same overflow behavior as the standard version but provides |
emilmont | 1:fdd22bb7aa52 | 66 | * less precision since it discards the low 16 bits of each multiplication result. |
emilmont | 1:fdd22bb7aa52 | 67 | * In order to avoid overflows completely the input signals must be scaled down. |
emilmont | 1:fdd22bb7aa52 | 68 | * Scale down one of the input matrices by log2(numColsA) bits to |
emilmont | 1:fdd22bb7aa52 | 69 | * avoid overflows, as a total of numColsA additions are computed internally for each |
emilmont | 1:fdd22bb7aa52 | 70 | * output element. |
emilmont | 1:fdd22bb7aa52 | 71 | * |
emilmont | 1:fdd22bb7aa52 | 72 | * \par |
emilmont | 1:fdd22bb7aa52 | 73 | * See <code>arm_mat_mult_q15()</code> for a slower implementation of this function |
emilmont | 1:fdd22bb7aa52 | 74 | * which uses 64-bit accumulation to provide higher precision. |
emilmont | 1:fdd22bb7aa52 | 75 | */ |
emilmont | 1:fdd22bb7aa52 | 76 | |
emilmont | 1:fdd22bb7aa52 | 77 | arm_status arm_mat_mult_fast_q15( |
emilmont | 1:fdd22bb7aa52 | 78 | const arm_matrix_instance_q15 * pSrcA, |
emilmont | 1:fdd22bb7aa52 | 79 | const arm_matrix_instance_q15 * pSrcB, |
emilmont | 1:fdd22bb7aa52 | 80 | arm_matrix_instance_q15 * pDst, |
emilmont | 1:fdd22bb7aa52 | 81 | q15_t * pState) |
emilmont | 1:fdd22bb7aa52 | 82 | { |
emilmont | 1:fdd22bb7aa52 | 83 | q31_t sum; /* accumulator */ |
emilmont | 1:fdd22bb7aa52 | 84 | q15_t *pSrcBT = pState; /* input data matrix pointer for transpose */ |
emilmont | 1:fdd22bb7aa52 | 85 | q15_t *pInA = pSrcA->pData; /* input data matrix pointer A of Q15 type */ |
emilmont | 1:fdd22bb7aa52 | 86 | q15_t *pInB = pSrcB->pData; /* input data matrix pointer B of Q15 type */ |
emilmont | 1:fdd22bb7aa52 | 87 | q15_t *px; /* Temporary output data matrix pointer */ |
emilmont | 1:fdd22bb7aa52 | 88 | uint16_t numRowsA = pSrcA->numRows; /* number of rows of input matrix A */ |
emilmont | 1:fdd22bb7aa52 | 89 | uint16_t numColsB = pSrcB->numCols; /* number of columns of input matrix B */ |
emilmont | 1:fdd22bb7aa52 | 90 | uint16_t numColsA = pSrcA->numCols; /* number of columns of input matrix A */ |
emilmont | 1:fdd22bb7aa52 | 91 | uint16_t numRowsB = pSrcB->numRows; /* number of rows of input matrix A */ |
emilmont | 1:fdd22bb7aa52 | 92 | uint16_t col, i = 0u, row = numRowsB, colCnt; /* loop counters */ |
emilmont | 1:fdd22bb7aa52 | 93 | arm_status status; /* status of matrix multiplication */ |
emilmont | 1:fdd22bb7aa52 | 94 | |
emilmont | 1:fdd22bb7aa52 | 95 | #ifndef UNALIGNED_SUPPORT_DISABLE |
emilmont | 1:fdd22bb7aa52 | 96 | |
emilmont | 1:fdd22bb7aa52 | 97 | q31_t in; /* Temporary variable to hold the input value */ |
emilmont | 1:fdd22bb7aa52 | 98 | q31_t inA1, inA2, inB1, inB2; |
emilmont | 1:fdd22bb7aa52 | 99 | |
emilmont | 1:fdd22bb7aa52 | 100 | #else |
emilmont | 1:fdd22bb7aa52 | 101 | |
emilmont | 1:fdd22bb7aa52 | 102 | q15_t in; /* Temporary variable to hold the input value */ |
emilmont | 1:fdd22bb7aa52 | 103 | q15_t inA1, inA2, inB1, inB2; |
emilmont | 1:fdd22bb7aa52 | 104 | |
emilmont | 1:fdd22bb7aa52 | 105 | #endif /* #ifndef UNALIGNED_SUPPORT_DISABLE */ |
emilmont | 1:fdd22bb7aa52 | 106 | |
emilmont | 1:fdd22bb7aa52 | 107 | #ifdef ARM_MATH_MATRIX_CHECK |
emilmont | 1:fdd22bb7aa52 | 108 | /* Check for matrix mismatch condition */ |
emilmont | 1:fdd22bb7aa52 | 109 | if((pSrcA->numCols != pSrcB->numRows) || |
emilmont | 1:fdd22bb7aa52 | 110 | (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols)) |
emilmont | 1:fdd22bb7aa52 | 111 | { |
emilmont | 1:fdd22bb7aa52 | 112 | /* Set status as ARM_MATH_SIZE_MISMATCH */ |
emilmont | 1:fdd22bb7aa52 | 113 | status = ARM_MATH_SIZE_MISMATCH; |
emilmont | 1:fdd22bb7aa52 | 114 | } |
emilmont | 1:fdd22bb7aa52 | 115 | else |
emilmont | 1:fdd22bb7aa52 | 116 | #endif |
emilmont | 1:fdd22bb7aa52 | 117 | { |
emilmont | 1:fdd22bb7aa52 | 118 | /* Matrix transpose */ |
emilmont | 1:fdd22bb7aa52 | 119 | do |
emilmont | 1:fdd22bb7aa52 | 120 | { |
emilmont | 1:fdd22bb7aa52 | 121 | /* Apply loop unrolling and exchange the columns with row elements */ |
emilmont | 1:fdd22bb7aa52 | 122 | col = numColsB >> 2; |
emilmont | 1:fdd22bb7aa52 | 123 | |
emilmont | 1:fdd22bb7aa52 | 124 | /* The pointer px is set to starting address of the column being processed */ |
emilmont | 1:fdd22bb7aa52 | 125 | px = pSrcBT + i; |
emilmont | 1:fdd22bb7aa52 | 126 | |
emilmont | 1:fdd22bb7aa52 | 127 | /* First part of the processing with loop unrolling. Compute 4 outputs at a time. |
emilmont | 1:fdd22bb7aa52 | 128 | ** a second loop below computes the remaining 1 to 3 samples. */ |
emilmont | 1:fdd22bb7aa52 | 129 | while(col > 0u) |
emilmont | 1:fdd22bb7aa52 | 130 | { |
emilmont | 1:fdd22bb7aa52 | 131 | #ifndef UNALIGNED_SUPPORT_DISABLE |
emilmont | 1:fdd22bb7aa52 | 132 | /* Read two elements from the row */ |
emilmont | 1:fdd22bb7aa52 | 133 | in = *__SIMD32(pInB)++; |
emilmont | 1:fdd22bb7aa52 | 134 | |
emilmont | 1:fdd22bb7aa52 | 135 | /* Unpack and store one element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 136 | #ifndef ARM_MATH_BIG_ENDIAN |
emilmont | 1:fdd22bb7aa52 | 137 | |
emilmont | 1:fdd22bb7aa52 | 138 | *px = (q15_t) in; |
emilmont | 1:fdd22bb7aa52 | 139 | |
emilmont | 1:fdd22bb7aa52 | 140 | #else |
emilmont | 1:fdd22bb7aa52 | 141 | |
emilmont | 1:fdd22bb7aa52 | 142 | *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16); |
emilmont | 1:fdd22bb7aa52 | 143 | |
emilmont | 1:fdd22bb7aa52 | 144 | #endif /* #ifndef ARM_MATH_BIG_ENDIAN */ |
emilmont | 1:fdd22bb7aa52 | 145 | |
emilmont | 1:fdd22bb7aa52 | 146 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 147 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 148 | |
emilmont | 1:fdd22bb7aa52 | 149 | /* Unpack and store the second element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 150 | #ifndef ARM_MATH_BIG_ENDIAN |
emilmont | 1:fdd22bb7aa52 | 151 | |
emilmont | 1:fdd22bb7aa52 | 152 | *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16); |
emilmont | 1:fdd22bb7aa52 | 153 | |
emilmont | 1:fdd22bb7aa52 | 154 | #else |
emilmont | 1:fdd22bb7aa52 | 155 | |
emilmont | 1:fdd22bb7aa52 | 156 | *px = (q15_t) in; |
emilmont | 1:fdd22bb7aa52 | 157 | |
emilmont | 1:fdd22bb7aa52 | 158 | #endif /* #ifndef ARM_MATH_BIG_ENDIAN */ |
emilmont | 1:fdd22bb7aa52 | 159 | |
emilmont | 1:fdd22bb7aa52 | 160 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 161 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 162 | |
emilmont | 1:fdd22bb7aa52 | 163 | /* Read two elements from the row */ |
emilmont | 1:fdd22bb7aa52 | 164 | in = *__SIMD32(pInB)++; |
emilmont | 1:fdd22bb7aa52 | 165 | |
emilmont | 1:fdd22bb7aa52 | 166 | /* Unpack and store one element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 167 | #ifndef ARM_MATH_BIG_ENDIAN |
emilmont | 1:fdd22bb7aa52 | 168 | |
emilmont | 1:fdd22bb7aa52 | 169 | *px = (q15_t) in; |
emilmont | 1:fdd22bb7aa52 | 170 | |
emilmont | 1:fdd22bb7aa52 | 171 | #else |
emilmont | 1:fdd22bb7aa52 | 172 | |
emilmont | 1:fdd22bb7aa52 | 173 | *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16); |
emilmont | 1:fdd22bb7aa52 | 174 | |
emilmont | 1:fdd22bb7aa52 | 175 | #endif /* #ifndef ARM_MATH_BIG_ENDIAN */ |
emilmont | 1:fdd22bb7aa52 | 176 | |
emilmont | 1:fdd22bb7aa52 | 177 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 178 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 179 | |
emilmont | 1:fdd22bb7aa52 | 180 | /* Unpack and store the second element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 181 | |
emilmont | 1:fdd22bb7aa52 | 182 | #ifndef ARM_MATH_BIG_ENDIAN |
emilmont | 1:fdd22bb7aa52 | 183 | |
emilmont | 1:fdd22bb7aa52 | 184 | *px = (q15_t) ((in & (q31_t) 0xffff0000) >> 16); |
emilmont | 1:fdd22bb7aa52 | 185 | |
emilmont | 1:fdd22bb7aa52 | 186 | #else |
emilmont | 1:fdd22bb7aa52 | 187 | |
emilmont | 1:fdd22bb7aa52 | 188 | *px = (q15_t) in; |
emilmont | 1:fdd22bb7aa52 | 189 | |
emilmont | 1:fdd22bb7aa52 | 190 | #endif /* #ifndef ARM_MATH_BIG_ENDIAN */ |
emilmont | 1:fdd22bb7aa52 | 191 | |
emilmont | 1:fdd22bb7aa52 | 192 | #else |
emilmont | 1:fdd22bb7aa52 | 193 | |
emilmont | 1:fdd22bb7aa52 | 194 | /* Read one element from the row */ |
emilmont | 1:fdd22bb7aa52 | 195 | in = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 196 | |
emilmont | 1:fdd22bb7aa52 | 197 | /* Store one element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 198 | *px = in; |
emilmont | 1:fdd22bb7aa52 | 199 | |
emilmont | 1:fdd22bb7aa52 | 200 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 201 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 202 | |
emilmont | 1:fdd22bb7aa52 | 203 | /* Read one element from the row */ |
emilmont | 1:fdd22bb7aa52 | 204 | in = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 205 | |
emilmont | 1:fdd22bb7aa52 | 206 | /* Store one element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 207 | *px = in; |
emilmont | 1:fdd22bb7aa52 | 208 | |
emilmont | 1:fdd22bb7aa52 | 209 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 210 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 211 | |
emilmont | 1:fdd22bb7aa52 | 212 | /* Read one element from the row */ |
emilmont | 1:fdd22bb7aa52 | 213 | in = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 214 | |
emilmont | 1:fdd22bb7aa52 | 215 | /* Store one element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 216 | *px = in; |
emilmont | 1:fdd22bb7aa52 | 217 | |
emilmont | 1:fdd22bb7aa52 | 218 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 219 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 220 | |
emilmont | 1:fdd22bb7aa52 | 221 | /* Read one element from the row */ |
emilmont | 1:fdd22bb7aa52 | 222 | in = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 223 | |
emilmont | 1:fdd22bb7aa52 | 224 | /* Store one element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 225 | *px = in; |
emilmont | 1:fdd22bb7aa52 | 226 | |
emilmont | 1:fdd22bb7aa52 | 227 | #endif /* #ifndef UNALIGNED_SUPPORT_DISABLE */ |
emilmont | 1:fdd22bb7aa52 | 228 | |
emilmont | 1:fdd22bb7aa52 | 229 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 230 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 231 | |
emilmont | 1:fdd22bb7aa52 | 232 | /* Decrement the column loop counter */ |
emilmont | 1:fdd22bb7aa52 | 233 | col--; |
emilmont | 1:fdd22bb7aa52 | 234 | } |
emilmont | 1:fdd22bb7aa52 | 235 | |
emilmont | 1:fdd22bb7aa52 | 236 | /* If the columns of pSrcB is not a multiple of 4, compute any remaining output samples here. |
emilmont | 1:fdd22bb7aa52 | 237 | ** No loop unrolling is used. */ |
emilmont | 1:fdd22bb7aa52 | 238 | col = numColsB % 0x4u; |
emilmont | 1:fdd22bb7aa52 | 239 | |
emilmont | 1:fdd22bb7aa52 | 240 | while(col > 0u) |
emilmont | 1:fdd22bb7aa52 | 241 | { |
emilmont | 1:fdd22bb7aa52 | 242 | /* Read and store the input element in the destination */ |
emilmont | 1:fdd22bb7aa52 | 243 | *px = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 244 | |
emilmont | 1:fdd22bb7aa52 | 245 | /* Update the pointer px to point to the next row of the transposed matrix */ |
emilmont | 1:fdd22bb7aa52 | 246 | px += numRowsB; |
emilmont | 1:fdd22bb7aa52 | 247 | |
emilmont | 1:fdd22bb7aa52 | 248 | /* Decrement the column loop counter */ |
emilmont | 1:fdd22bb7aa52 | 249 | col--; |
emilmont | 1:fdd22bb7aa52 | 250 | } |
emilmont | 1:fdd22bb7aa52 | 251 | |
emilmont | 1:fdd22bb7aa52 | 252 | i++; |
emilmont | 1:fdd22bb7aa52 | 253 | |
emilmont | 1:fdd22bb7aa52 | 254 | /* Decrement the row loop counter */ |
emilmont | 1:fdd22bb7aa52 | 255 | row--; |
emilmont | 1:fdd22bb7aa52 | 256 | |
emilmont | 1:fdd22bb7aa52 | 257 | } while(row > 0u); |
emilmont | 1:fdd22bb7aa52 | 258 | |
emilmont | 1:fdd22bb7aa52 | 259 | /* Reset the variables for the usage in the following multiplication process */ |
emilmont | 1:fdd22bb7aa52 | 260 | row = numRowsA; |
emilmont | 1:fdd22bb7aa52 | 261 | i = 0u; |
emilmont | 1:fdd22bb7aa52 | 262 | px = pDst->pData; |
emilmont | 1:fdd22bb7aa52 | 263 | |
emilmont | 1:fdd22bb7aa52 | 264 | /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */ |
emilmont | 1:fdd22bb7aa52 | 265 | /* row loop */ |
emilmont | 1:fdd22bb7aa52 | 266 | do |
emilmont | 1:fdd22bb7aa52 | 267 | { |
emilmont | 1:fdd22bb7aa52 | 268 | /* For every row wise process, the column loop counter is to be initiated */ |
emilmont | 1:fdd22bb7aa52 | 269 | col = numColsB; |
emilmont | 1:fdd22bb7aa52 | 270 | |
emilmont | 1:fdd22bb7aa52 | 271 | /* For every row wise process, the pIn2 pointer is set |
emilmont | 1:fdd22bb7aa52 | 272 | ** to the starting address of the transposed pSrcB data */ |
emilmont | 1:fdd22bb7aa52 | 273 | pInB = pSrcBT; |
emilmont | 1:fdd22bb7aa52 | 274 | |
emilmont | 1:fdd22bb7aa52 | 275 | /* column loop */ |
emilmont | 1:fdd22bb7aa52 | 276 | do |
emilmont | 1:fdd22bb7aa52 | 277 | { |
emilmont | 1:fdd22bb7aa52 | 278 | /* Set the variable sum, that acts as accumulator, to zero */ |
emilmont | 1:fdd22bb7aa52 | 279 | sum = 0; |
emilmont | 1:fdd22bb7aa52 | 280 | |
emilmont | 1:fdd22bb7aa52 | 281 | /* Apply loop unrolling and compute 2 MACs simultaneously. */ |
emilmont | 1:fdd22bb7aa52 | 282 | colCnt = numColsA >> 2; |
emilmont | 1:fdd22bb7aa52 | 283 | |
emilmont | 1:fdd22bb7aa52 | 284 | /* Initiate the pointer pIn1 to point to the starting address of the column being processed */ |
emilmont | 1:fdd22bb7aa52 | 285 | pInA = pSrcA->pData + i; |
emilmont | 1:fdd22bb7aa52 | 286 | |
emilmont | 1:fdd22bb7aa52 | 287 | /* matrix multiplication */ |
emilmont | 1:fdd22bb7aa52 | 288 | while(colCnt > 0u) |
emilmont | 1:fdd22bb7aa52 | 289 | { |
emilmont | 1:fdd22bb7aa52 | 290 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ |
emilmont | 1:fdd22bb7aa52 | 291 | #ifndef UNALIGNED_SUPPORT_DISABLE |
emilmont | 1:fdd22bb7aa52 | 292 | |
emilmont | 1:fdd22bb7aa52 | 293 | inA1 = *__SIMD32(pInA)++; |
emilmont | 1:fdd22bb7aa52 | 294 | inB1 = *__SIMD32(pInB)++; |
emilmont | 1:fdd22bb7aa52 | 295 | inA2 = *__SIMD32(pInA)++; |
emilmont | 1:fdd22bb7aa52 | 296 | inB2 = *__SIMD32(pInB)++; |
emilmont | 1:fdd22bb7aa52 | 297 | |
emilmont | 1:fdd22bb7aa52 | 298 | sum = __SMLAD(inA1, inB1, sum); |
emilmont | 1:fdd22bb7aa52 | 299 | sum = __SMLAD(inA2, inB2, sum); |
emilmont | 1:fdd22bb7aa52 | 300 | |
emilmont | 1:fdd22bb7aa52 | 301 | #else |
emilmont | 1:fdd22bb7aa52 | 302 | |
emilmont | 1:fdd22bb7aa52 | 303 | inA1 = *pInA++; |
emilmont | 1:fdd22bb7aa52 | 304 | inB1 = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 305 | inA2 = *pInA++; |
emilmont | 1:fdd22bb7aa52 | 306 | sum += inA1 * inB1; |
emilmont | 1:fdd22bb7aa52 | 307 | inB2 = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 308 | |
emilmont | 1:fdd22bb7aa52 | 309 | inA1 = *pInA++; |
emilmont | 1:fdd22bb7aa52 | 310 | inB1 = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 311 | sum += inA2 * inB2; |
emilmont | 1:fdd22bb7aa52 | 312 | inA2 = *pInA++; |
emilmont | 1:fdd22bb7aa52 | 313 | inB2 = *pInB++; |
emilmont | 1:fdd22bb7aa52 | 314 | |
emilmont | 1:fdd22bb7aa52 | 315 | sum += inA1 * inB1; |
emilmont | 1:fdd22bb7aa52 | 316 | sum += inA2 * inB2; |
emilmont | 1:fdd22bb7aa52 | 317 | |
emilmont | 1:fdd22bb7aa52 | 318 | #endif /* #ifndef UNALIGNED_SUPPORT_DISABLE */ |
emilmont | 1:fdd22bb7aa52 | 319 | |
emilmont | 1:fdd22bb7aa52 | 320 | /* Decrement the loop counter */ |
emilmont | 1:fdd22bb7aa52 | 321 | colCnt--; |
emilmont | 1:fdd22bb7aa52 | 322 | } |
emilmont | 1:fdd22bb7aa52 | 323 | |
emilmont | 1:fdd22bb7aa52 | 324 | /* process odd column samples */ |
emilmont | 1:fdd22bb7aa52 | 325 | colCnt = numColsA % 0x4u; |
emilmont | 1:fdd22bb7aa52 | 326 | |
emilmont | 1:fdd22bb7aa52 | 327 | while(colCnt > 0u) |
emilmont | 1:fdd22bb7aa52 | 328 | { |
emilmont | 1:fdd22bb7aa52 | 329 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ |
emilmont | 1:fdd22bb7aa52 | 330 | sum += (q31_t) (*pInA++) * (*pInB++); |
emilmont | 1:fdd22bb7aa52 | 331 | |
emilmont | 1:fdd22bb7aa52 | 332 | colCnt--; |
emilmont | 1:fdd22bb7aa52 | 333 | } |
emilmont | 1:fdd22bb7aa52 | 334 | |
emilmont | 1:fdd22bb7aa52 | 335 | /* Saturate and store the result in the destination buffer */ |
emilmont | 1:fdd22bb7aa52 | 336 | *px = (q15_t) (sum >> 15); |
emilmont | 1:fdd22bb7aa52 | 337 | px++; |
emilmont | 1:fdd22bb7aa52 | 338 | |
emilmont | 1:fdd22bb7aa52 | 339 | /* Decrement the column loop counter */ |
emilmont | 1:fdd22bb7aa52 | 340 | col--; |
emilmont | 1:fdd22bb7aa52 | 341 | |
emilmont | 1:fdd22bb7aa52 | 342 | } while(col > 0u); |
emilmont | 1:fdd22bb7aa52 | 343 | |
emilmont | 1:fdd22bb7aa52 | 344 | i = i + numColsA; |
emilmont | 1:fdd22bb7aa52 | 345 | |
emilmont | 1:fdd22bb7aa52 | 346 | /* Decrement the row loop counter */ |
emilmont | 1:fdd22bb7aa52 | 347 | row--; |
emilmont | 1:fdd22bb7aa52 | 348 | |
emilmont | 1:fdd22bb7aa52 | 349 | } while(row > 0u); |
emilmont | 1:fdd22bb7aa52 | 350 | |
emilmont | 1:fdd22bb7aa52 | 351 | /* set status as ARM_MATH_SUCCESS */ |
emilmont | 1:fdd22bb7aa52 | 352 | status = ARM_MATH_SUCCESS; |
emilmont | 1:fdd22bb7aa52 | 353 | } |
emilmont | 1:fdd22bb7aa52 | 354 | |
emilmont | 1:fdd22bb7aa52 | 355 | /* Return to application */ |
emilmont | 1:fdd22bb7aa52 | 356 | return (status); |
emilmont | 1:fdd22bb7aa52 | 357 | } |
emilmont | 1:fdd22bb7aa52 | 358 | |
emilmont | 1:fdd22bb7aa52 | 359 | /** |
emilmont | 1:fdd22bb7aa52 | 360 | * @} end of MatrixMult group |
emilmont | 1:fdd22bb7aa52 | 361 | */ |