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| 483170 | 1 | /* ---------------------------------------------------------------------- |
| Q | 2 | * Copyright (C) 2010-2014 ARM Limited. All rights reserved. |
| 3 | * | |
| 4 | * $Date: 19. March 2015 | |
| 5 | * $Revision: V.1.4.5 | |
| 6 | * | |
| 7 | * Project: CMSIS DSP Library | |
| 8 | * Title: arm_mat_cmplx_mult_q31.c | |
| 9 | * | |
| 10 | * Description: Floating-point matrix multiplication. | |
| 11 | * | |
| 12 | * Target Processor: Cortex-M4/Cortex-M3/Cortex-M0 | |
| 13 | * | |
| 14 | * Redistribution and use in source and binary forms, with or without | |
| 15 | * modification, are permitted provided that the following conditions | |
| 16 | * are met: | |
| 17 | * - Redistributions of source code must retain the above copyright | |
| 18 | * notice, this list of conditions and the following disclaimer. | |
| 19 | * - Redistributions in binary form must reproduce the above copyright | |
| 20 | * notice, this list of conditions and the following disclaimer in | |
| 21 | * the documentation and/or other materials provided with the | |
| 22 | * distribution. | |
| 23 | * - Neither the name of ARM LIMITED nor the names of its contributors | |
| 24 | * may be used to endorse or promote products derived from this | |
| 25 | * software without specific prior written permission. | |
| 26 | * | |
| 27 | * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS | |
| 28 | * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT | |
| 29 | * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS | |
| 30 | * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE | |
| 31 | * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, | |
| 32 | * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, | |
| 33 | * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; | |
| 34 | * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | |
| 35 | * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT | |
| 36 | * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN | |
| 37 | * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | |
| 38 | * POSSIBILITY OF SUCH DAMAGE. | |
| 39 | * -------------------------------------------------------------------- */ | |
| 40 | #include "arm_math.h" | |
| 41 | ||
| 42 | /** | |
| 43 | * @ingroup groupMatrix | |
| 44 | */ | |
| 45 | ||
| 46 | /** | |
| 47 | * @addtogroup CmplxMatrixMult | |
| 48 | * @{ | |
| 49 | */ | |
| 50 | ||
| 51 | /** | |
| 52 | * @brief Q31 Complex matrix multiplication | |
| 53 | * @param[in] *pSrcA points to the first input complex matrix structure | |
| 54 | * @param[in] *pSrcB points to the second input complex matrix structure | |
| 55 | * @param[out] *pDst points to output complex matrix structure | |
| 56 | * @return The function returns either | |
| 57 | * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking. | |
| 58 | * | |
| 59 | * @details | |
| 60 | * <b>Scaling and Overflow Behavior:</b> | |
| 61 | * | |
| 62 | * \par | |
| 63 | * The function is implemented using an internal 64-bit accumulator. | |
| 64 | * The accumulator has a 2.62 format and maintains full precision of the intermediate | |
| 65 | * multiplication results but provides only a single guard bit. There is no saturation | |
| 66 | * on intermediate additions. Thus, if the accumulator overflows it wraps around and | |
| 67 | * distorts the result. The input signals should be scaled down to avoid intermediate | |
| 68 | * overflows. The input is thus scaled down by log2(numColsA) bits | |
| 69 | * to avoid overflows, as a total of numColsA additions are performed internally. | |
| 70 | * The 2.62 accumulator is right shifted by 31 bits and saturated to 1.31 format to yield the final result. | |
| 71 | * | |
| 72 | * | |
| 73 | */ | |
| 74 | ||
| 75 | arm_status arm_mat_cmplx_mult_q31( | |
| 76 | const arm_matrix_instance_q31 * pSrcA, | |
| 77 | const arm_matrix_instance_q31 * pSrcB, | |
| 78 | arm_matrix_instance_q31 * pDst) | |
| 79 | { | |
| 80 | q31_t *pIn1 = pSrcA->pData; /* input data matrix pointer A */ | |
| 81 | q31_t *pIn2 = pSrcB->pData; /* input data matrix pointer B */ | |
| 82 | q31_t *pInA = pSrcA->pData; /* input data matrix pointer A */ | |
| 83 | q31_t *pOut = pDst->pData; /* output data matrix pointer */ | |
| 84 | q31_t *px; /* Temporary output data matrix pointer */ | |
| 85 | uint16_t numRowsA = pSrcA->numRows; /* number of rows of input matrix A */ | |
| 86 | uint16_t numColsB = pSrcB->numCols; /* number of columns of input matrix B */ | |
| 87 | uint16_t numColsA = pSrcA->numCols; /* number of columns of input matrix A */ | |
| 88 | q63_t sumReal1, sumImag1; /* accumulator */ | |
| 89 | q31_t a0, b0, c0, d0; | |
| 90 | q31_t a1, b1, c1, d1; | |
| 91 | ||
| 92 | ||
| 93 | /* Run the below code for Cortex-M4 and Cortex-M3 */ | |
| 94 | ||
| 95 | uint16_t col, i = 0u, j, row = numRowsA, colCnt; /* loop counters */ | |
| 96 | arm_status status; /* status of matrix multiplication */ | |
| 97 | ||
| 98 | #ifdef ARM_MATH_MATRIX_CHECK | |
| 99 | ||
| 100 | ||
| 101 | /* Check for matrix mismatch condition */ | |
| 102 | if((pSrcA->numCols != pSrcB->numRows) || | |
| 103 | (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols)) | |
| 104 | { | |
| 105 | ||
| 106 | /* Set status as ARM_MATH_SIZE_MISMATCH */ | |
| 107 | status = ARM_MATH_SIZE_MISMATCH; | |
| 108 | } | |
| 109 | else | |
| 110 | #endif /* #ifdef ARM_MATH_MATRIX_CHECK */ | |
| 111 | ||
| 112 | { | |
| 113 | /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */ | |
| 114 | /* row loop */ | |
| 115 | do | |
| 116 | { | |
| 117 | /* Output pointer is set to starting address of the row being processed */ | |
| 118 | px = pOut + 2 * i; | |
| 119 | ||
| 120 | /* For every row wise process, the column loop counter is to be initiated */ | |
| 121 | col = numColsB; | |
| 122 | ||
| 123 | /* For every row wise process, the pIn2 pointer is set | |
| 124 | ** to the starting address of the pSrcB data */ | |
| 125 | pIn2 = pSrcB->pData; | |
| 126 | ||
| 127 | j = 0u; | |
| 128 | ||
| 129 | /* column loop */ | |
| 130 | do | |
| 131 | { | |
| 132 | /* Set the variable sum, that acts as accumulator, to zero */ | |
| 133 | sumReal1 = 0.0; | |
| 134 | sumImag1 = 0.0; | |
| 135 | ||
| 136 | /* Initiate the pointer pIn1 to point to the starting address of the column being processed */ | |
| 137 | pIn1 = pInA; | |
| 138 | ||
| 139 | /* Apply loop unrolling and compute 4 MACs simultaneously. */ | |
| 140 | colCnt = numColsA >> 2; | |
| 141 | ||
| 142 | /* matrix multiplication */ | |
| 143 | while(colCnt > 0u) | |
| 144 | { | |
| 145 | ||
| 146 | /* Reading real part of complex matrix A */ | |
| 147 | a0 = *pIn1; | |
| 148 | ||
| 149 | /* Reading real part of complex matrix B */ | |
| 150 | c0 = *pIn2; | |
| 151 | ||
| 152 | /* Reading imaginary part of complex matrix A */ | |
| 153 | b0 = *(pIn1 + 1u); | |
| 154 | ||
| 155 | /* Reading imaginary part of complex matrix B */ | |
| 156 | d0 = *(pIn2 + 1u); | |
| 157 | ||
| 158 | /* Multiply and Accumlates */ | |
| 159 | sumReal1 += (q63_t) a0 *c0; | |
| 160 | sumImag1 += (q63_t) b0 *c0; | |
| 161 | ||
| 162 | /* update pointers */ | |
| 163 | pIn1 += 2u; | |
| 164 | pIn2 += 2 * numColsB; | |
| 165 | ||
| 166 | /* Multiply and Accumlates */ | |
| 167 | sumReal1 -= (q63_t) b0 *d0; | |
| 168 | sumImag1 += (q63_t) a0 *d0; | |
| 169 | ||
| 170 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ | |
| 171 | ||
| 172 | /* read real and imag values from pSrcA and pSrcB buffer */ | |
| 173 | a1 = *pIn1; | |
| 174 | c1 = *pIn2; | |
| 175 | b1 = *(pIn1 + 1u); | |
| 176 | d1 = *(pIn2 + 1u); | |
| 177 | ||
| 178 | /* Multiply and Accumlates */ | |
| 179 | sumReal1 += (q63_t) a1 *c1; | |
| 180 | sumImag1 += (q63_t) b1 *c1; | |
| 181 | ||
| 182 | /* update pointers */ | |
| 183 | pIn1 += 2u; | |
| 184 | pIn2 += 2 * numColsB; | |
| 185 | ||
| 186 | /* Multiply and Accumlates */ | |
| 187 | sumReal1 -= (q63_t) b1 *d1; | |
| 188 | sumImag1 += (q63_t) a1 *d1; | |
| 189 | ||
| 190 | a0 = *pIn1; | |
| 191 | c0 = *pIn2; | |
| 192 | ||
| 193 | b0 = *(pIn1 + 1u); | |
| 194 | d0 = *(pIn2 + 1u); | |
| 195 | ||
| 196 | /* Multiply and Accumlates */ | |
| 197 | sumReal1 += (q63_t) a0 *c0; | |
| 198 | sumImag1 += (q63_t) b0 *c0; | |
| 199 | ||
| 200 | /* update pointers */ | |
| 201 | pIn1 += 2u; | |
| 202 | pIn2 += 2 * numColsB; | |
| 203 | ||
| 204 | /* Multiply and Accumlates */ | |
| 205 | sumReal1 -= (q63_t) b0 *d0; | |
| 206 | sumImag1 += (q63_t) a0 *d0; | |
| 207 | ||
| 208 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ | |
| 209 | ||
| 210 | a1 = *pIn1; | |
| 211 | c1 = *pIn2; | |
| 212 | ||
| 213 | b1 = *(pIn1 + 1u); | |
| 214 | d1 = *(pIn2 + 1u); | |
| 215 | ||
| 216 | /* Multiply and Accumlates */ | |
| 217 | sumReal1 += (q63_t) a1 *c1; | |
| 218 | sumImag1 += (q63_t) b1 *c1; | |
| 219 | ||
| 220 | /* update pointers */ | |
| 221 | pIn1 += 2u; | |
| 222 | pIn2 += 2 * numColsB; | |
| 223 | ||
| 224 | /* Multiply and Accumlates */ | |
| 225 | sumReal1 -= (q63_t) b1 *d1; | |
| 226 | sumImag1 += (q63_t) a1 *d1; | |
| 227 | ||
| 228 | /* Decrement the loop count */ | |
| 229 | colCnt--; | |
| 230 | } | |
| 231 | ||
| 232 | /* If the columns of pSrcA is not a multiple of 4, compute any remaining MACs here. | |
| 233 | ** No loop unrolling is used. */ | |
| 234 | colCnt = numColsA % 0x4u; | |
| 235 | ||
| 236 | while(colCnt > 0u) | |
| 237 | { | |
| 238 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ | |
| 239 | a1 = *pIn1; | |
| 240 | c1 = *pIn2; | |
| 241 | ||
| 242 | b1 = *(pIn1 + 1u); | |
| 243 | d1 = *(pIn2 + 1u); | |
| 244 | ||
| 245 | /* Multiply and Accumlates */ | |
| 246 | sumReal1 += (q63_t) a1 *c1; | |
| 247 | sumImag1 += (q63_t) b1 *c1; | |
| 248 | ||
| 249 | /* update pointers */ | |
| 250 | pIn1 += 2u; | |
| 251 | pIn2 += 2 * numColsB; | |
| 252 | ||
| 253 | /* Multiply and Accumlates */ | |
| 254 | sumReal1 -= (q63_t) b1 *d1; | |
| 255 | sumImag1 += (q63_t) a1 *d1; | |
| 256 | ||
| 257 | /* Decrement the loop counter */ | |
| 258 | colCnt--; | |
| 259 | } | |
| 260 | ||
| 261 | /* Store the result in the destination buffer */ | |
| 262 | *px++ = (q31_t) clip_q63_to_q31(sumReal1 >> 31); | |
| 263 | *px++ = (q31_t) clip_q63_to_q31(sumImag1 >> 31); | |
| 264 | ||
| 265 | /* Update the pointer pIn2 to point to the starting address of the next column */ | |
| 266 | j++; | |
| 267 | pIn2 = pSrcB->pData + 2u * j; | |
| 268 | ||
| 269 | /* Decrement the column loop counter */ | |
| 270 | col--; | |
| 271 | ||
| 272 | } while(col > 0u); | |
| 273 | ||
| 274 | /* Update the pointer pInA to point to the starting address of the next row */ | |
| 275 | i = i + numColsB; | |
| 276 | pInA = pInA + 2 * numColsA; | |
| 277 | ||
| 278 | /* Decrement the row loop counter */ | |
| 279 | row--; | |
| 280 | ||
| 281 | } while(row > 0u); | |
| 282 | ||
| 283 | /* Set status as ARM_MATH_SUCCESS */ | |
| 284 | status = ARM_MATH_SUCCESS; | |
| 285 | } | |
| 286 | ||
| 287 | /* Return to application */ | |
| 288 | return (status); | |
| 289 | } | |
| 290 | ||
| 291 | /** | |
| 292 | * @} end of MatrixMult group | |
| 293 | */ | |
