Rev 2 | Details | Compare with Previous | Last modification | View Log | RSS feed
Rev | Author | Line No. | Line |
---|---|---|---|
2 | mjames | 1 | /* ---------------------------------------------------------------------- |
2 | * Project: CMSIS DSP Library |
||
3 | * Title: arm_cmplx_mat_mult_q15.c |
||
4 | * Description: Q15 complex matrix multiplication |
||
5 | * |
||
6 | * $Date: 27. January 2017 |
||
7 | * $Revision: V.1.5.1 |
||
8 | * |
||
9 | * Target Processor: Cortex-M cores |
||
10 | * -------------------------------------------------------------------- */ |
||
11 | /* |
||
12 | * Copyright (C) 2010-2017 ARM Limited or its affiliates. All rights reserved. |
||
13 | * |
||
14 | * SPDX-License-Identifier: Apache-2.0 |
||
15 | * |
||
16 | * Licensed under the Apache License, Version 2.0 (the License); you may |
||
17 | * not use this file except in compliance with the License. |
||
18 | * You may obtain a copy of the License at |
||
19 | * |
||
20 | * www.apache.org/licenses/LICENSE-2.0 |
||
21 | * |
||
22 | * Unless required by applicable law or agreed to in writing, software |
||
23 | * distributed under the License is distributed on an AS IS BASIS, WITHOUT |
||
24 | * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
||
25 | * See the License for the specific language governing permissions and |
||
26 | * limitations under the License. |
||
27 | */ |
||
28 | |||
29 | #include "arm_math.h" |
||
30 | |||
31 | /** |
||
32 | * @ingroup groupMatrix |
||
33 | */ |
||
34 | |||
35 | /** |
||
36 | * @addtogroup CmplxMatrixMult |
||
37 | * @{ |
||
38 | */ |
||
39 | |||
40 | |||
41 | /** |
||
42 | * @brief Q15 Complex matrix multiplication |
||
43 | * @param[in] *pSrcA points to the first input complex matrix structure |
||
44 | * @param[in] *pSrcB points to the second input complex matrix structure |
||
45 | * @param[out] *pDst points to output complex matrix structure |
||
46 | * @param[in] *pScratch points to the array for storing intermediate results |
||
47 | * @return The function returns either |
||
48 | * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking. |
||
49 | * |
||
50 | * \par Conditions for optimum performance |
||
51 | * Input, output and state buffers should be aligned by 32-bit |
||
52 | * |
||
53 | * \par Restrictions |
||
54 | * If the silicon does not support unaligned memory access enable the macro UNALIGNED_SUPPORT_DISABLE |
||
55 | * In this case input, output, scratch buffers should be aligned by 32-bit |
||
56 | * |
||
57 | * @details |
||
58 | * <b>Scaling and Overflow Behavior:</b> |
||
59 | * |
||
60 | * \par |
||
61 | * The function is implemented using a 64-bit internal accumulator. The inputs to the |
||
62 | * multiplications are in 1.15 format and multiplications yield a 2.30 result. |
||
63 | * The 2.30 intermediate |
||
64 | * results are accumulated in a 64-bit accumulator in 34.30 format. This approach |
||
65 | * provides 33 guard bits and there is no risk of overflow. The 34.30 result is then |
||
66 | * truncated to 34.15 format by discarding the low 15 bits and then saturated to |
||
67 | * 1.15 format. |
||
68 | * |
||
69 | * \par |
||
70 | * Refer to <code>arm_mat_mult_fast_q15()</code> for a faster but less precise version of this function. |
||
71 | * |
||
72 | */ |
||
73 | |||
74 | |||
75 | |||
76 | |||
77 | arm_status arm_mat_cmplx_mult_q15( |
||
78 | const arm_matrix_instance_q15 * pSrcA, |
||
79 | const arm_matrix_instance_q15 * pSrcB, |
||
80 | arm_matrix_instance_q15 * pDst, |
||
81 | q15_t * pScratch) |
||
82 | { |
||
83 | /* accumulator */ |
||
84 | q15_t *pSrcBT = pScratch; /* input data matrix pointer for transpose */ |
||
85 | q15_t *pInA = pSrcA->pData; /* input data matrix pointer A of Q15 type */ |
||
86 | q15_t *pInB = pSrcB->pData; /* input data matrix pointer B of Q15 type */ |
||
87 | q15_t *px; /* Temporary output data matrix pointer */ |
||
88 | uint16_t numRowsA = pSrcA->numRows; /* number of rows of input matrix A */ |
||
89 | uint16_t numColsB = pSrcB->numCols; /* number of columns of input matrix B */ |
||
90 | uint16_t numColsA = pSrcA->numCols; /* number of columns of input matrix A */ |
||
91 | uint16_t numRowsB = pSrcB->numRows; /* number of rows of input matrix A */ |
||
92 | uint16_t col, i = 0U, row = numRowsB, colCnt; /* loop counters */ |
||
93 | arm_status status; /* status of matrix multiplication */ |
||
94 | q63_t sumReal, sumImag; |
||
95 | |||
96 | #ifdef UNALIGNED_SUPPORT_DISABLE |
||
97 | q15_t in; /* Temporary variable to hold the input value */ |
||
98 | q15_t a, b, c, d; |
||
99 | #else |
||
100 | q31_t in; /* Temporary variable to hold the input value */ |
||
101 | q31_t prod1, prod2; |
||
102 | q31_t pSourceA, pSourceB; |
||
103 | #endif |
||
104 | |||
105 | #ifdef ARM_MATH_MATRIX_CHECK |
||
106 | /* Check for matrix mismatch condition */ |
||
107 | if ((pSrcA->numCols != pSrcB->numRows) || |
||
108 | (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols)) |
||
109 | { |
||
110 | /* Set status as ARM_MATH_SIZE_MISMATCH */ |
||
111 | status = ARM_MATH_SIZE_MISMATCH; |
||
112 | } |
||
113 | else |
||
114 | #endif |
||
115 | { |
||
116 | /* Matrix transpose */ |
||
117 | do |
||
118 | { |
||
119 | /* Apply loop unrolling and exchange the columns with row elements */ |
||
120 | col = numColsB >> 2; |
||
121 | |||
122 | /* The pointer px is set to starting address of the column being processed */ |
||
123 | px = pSrcBT + i; |
||
124 | |||
125 | /* First part of the processing with loop unrolling. Compute 4 outputs at a time. |
||
126 | ** a second loop below computes the remaining 1 to 3 samples. */ |
||
127 | while (col > 0U) |
||
128 | { |
||
129 | #ifdef UNALIGNED_SUPPORT_DISABLE |
||
130 | /* Read two elements from the row */ |
||
131 | in = *pInB++; |
||
132 | *px = in; |
||
133 | in = *pInB++; |
||
134 | px[1] = in; |
||
135 | |||
136 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
137 | px += numRowsB * 2; |
||
138 | |||
139 | /* Read two elements from the row */ |
||
140 | in = *pInB++; |
||
141 | *px = in; |
||
142 | in = *pInB++; |
||
143 | px[1] = in; |
||
144 | |||
145 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
146 | px += numRowsB * 2; |
||
147 | |||
148 | /* Read two elements from the row */ |
||
149 | in = *pInB++; |
||
150 | *px = in; |
||
151 | in = *pInB++; |
||
152 | px[1] = in; |
||
153 | |||
154 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
155 | px += numRowsB * 2; |
||
156 | |||
157 | /* Read two elements from the row */ |
||
158 | in = *pInB++; |
||
159 | *px = in; |
||
160 | in = *pInB++; |
||
161 | px[1] = in; |
||
162 | |||
163 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
164 | px += numRowsB * 2; |
||
165 | |||
166 | /* Decrement the column loop counter */ |
||
167 | col--; |
||
168 | } |
||
169 | |||
170 | /* If the columns of pSrcB is not a multiple of 4, compute any remaining output samples here. |
||
171 | ** No loop unrolling is used. */ |
||
172 | col = numColsB % 0x4U; |
||
173 | |||
174 | while (col > 0U) |
||
175 | { |
||
176 | /* Read two elements from the row */ |
||
177 | in = *pInB++; |
||
178 | *px = in; |
||
179 | in = *pInB++; |
||
180 | px[1] = in; |
||
181 | #else |
||
182 | |||
183 | /* Read two elements from the row */ |
||
184 | in = *__SIMD32(pInB)++; |
||
185 | |||
186 | *__SIMD32(px) = in; |
||
187 | |||
188 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
189 | px += numRowsB * 2; |
||
190 | |||
191 | |||
192 | /* Read two elements from the row */ |
||
193 | in = *__SIMD32(pInB)++; |
||
194 | |||
195 | *__SIMD32(px) = in; |
||
196 | |||
197 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
198 | px += numRowsB * 2; |
||
199 | |||
200 | /* Read two elements from the row */ |
||
201 | in = *__SIMD32(pInB)++; |
||
202 | |||
203 | *__SIMD32(px) = in; |
||
204 | |||
205 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
206 | px += numRowsB * 2; |
||
207 | |||
208 | /* Read two elements from the row */ |
||
209 | in = *__SIMD32(pInB)++; |
||
210 | |||
211 | *__SIMD32(px) = in; |
||
212 | |||
213 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
214 | px += numRowsB * 2; |
||
215 | |||
216 | /* Decrement the column loop counter */ |
||
217 | col--; |
||
218 | } |
||
219 | |||
220 | /* If the columns of pSrcB is not a multiple of 4, compute any remaining output samples here. |
||
221 | ** No loop unrolling is used. */ |
||
222 | col = numColsB % 0x4U; |
||
223 | |||
224 | while (col > 0U) |
||
225 | { |
||
226 | /* Read two elements from the row */ |
||
227 | in = *__SIMD32(pInB)++; |
||
228 | |||
229 | *__SIMD32(px) = in; |
||
230 | #endif |
||
231 | |||
232 | /* Update the pointer px to point to the next row of the transposed matrix */ |
||
233 | px += numRowsB * 2; |
||
234 | |||
235 | /* Decrement the column loop counter */ |
||
236 | col--; |
||
237 | } |
||
238 | |||
239 | i = i + 2U; |
||
240 | |||
241 | /* Decrement the row loop counter */ |
||
242 | row--; |
||
243 | |||
244 | } while (row > 0U); |
||
245 | |||
246 | /* Reset the variables for the usage in the following multiplication process */ |
||
247 | row = numRowsA; |
||
248 | i = 0U; |
||
249 | px = pDst->pData; |
||
250 | |||
251 | /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */ |
||
252 | /* row loop */ |
||
253 | do |
||
254 | { |
||
255 | /* For every row wise process, the column loop counter is to be initiated */ |
||
256 | col = numColsB; |
||
257 | |||
258 | /* For every row wise process, the pIn2 pointer is set |
||
259 | ** to the starting address of the transposed pSrcB data */ |
||
260 | pInB = pSrcBT; |
||
261 | |||
262 | /* column loop */ |
||
263 | do |
||
264 | { |
||
265 | /* Set the variable sum, that acts as accumulator, to zero */ |
||
266 | sumReal = 0; |
||
267 | sumImag = 0; |
||
268 | |||
269 | /* Apply loop unrolling and compute 2 MACs simultaneously. */ |
||
270 | colCnt = numColsA >> 1; |
||
271 | |||
272 | /* Initiate the pointer pIn1 to point to the starting address of the column being processed */ |
||
273 | pInA = pSrcA->pData + i * 2; |
||
274 | |||
275 | |||
276 | /* matrix multiplication */ |
||
277 | while (colCnt > 0U) |
||
278 | { |
||
279 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ |
||
280 | |||
281 | #ifdef UNALIGNED_SUPPORT_DISABLE |
||
282 | |||
283 | /* read real and imag values from pSrcA buffer */ |
||
284 | a = *pInA; |
||
285 | b = *(pInA + 1U); |
||
286 | /* read real and imag values from pSrcB buffer */ |
||
287 | c = *pInB; |
||
288 | d = *(pInB + 1U); |
||
289 | |||
290 | /* Multiply and Accumlates */ |
||
291 | sumReal += (q31_t) a *c; |
||
292 | sumImag += (q31_t) a *d; |
||
293 | sumReal -= (q31_t) b *d; |
||
294 | sumImag += (q31_t) b *c; |
||
295 | |||
296 | /* read next real and imag values from pSrcA buffer */ |
||
297 | a = *(pInA + 2U); |
||
298 | b = *(pInA + 3U); |
||
299 | /* read next real and imag values from pSrcB buffer */ |
||
300 | c = *(pInB + 2U); |
||
301 | d = *(pInB + 3U); |
||
302 | |||
303 | /* update pointer */ |
||
304 | pInA += 4U; |
||
305 | |||
306 | /* Multiply and Accumlates */ |
||
307 | sumReal += (q31_t) a *c; |
||
308 | sumImag += (q31_t) a *d; |
||
309 | sumReal -= (q31_t) b *d; |
||
310 | sumImag += (q31_t) b *c; |
||
311 | /* update pointer */ |
||
312 | pInB += 4U; |
||
313 | #else |
||
314 | /* read real and imag values from pSrcA and pSrcB buffer */ |
||
315 | pSourceA = *__SIMD32(pInA)++; |
||
316 | pSourceB = *__SIMD32(pInB)++; |
||
317 | |||
318 | /* Multiply and Accumlates */ |
||
319 | #ifdef ARM_MATH_BIG_ENDIAN |
||
320 | prod1 = -__SMUSD(pSourceA, pSourceB); |
||
321 | #else |
||
322 | prod1 = __SMUSD(pSourceA, pSourceB); |
||
323 | #endif |
||
324 | prod2 = __SMUADX(pSourceA, pSourceB); |
||
325 | sumReal += (q63_t) prod1; |
||
326 | sumImag += (q63_t) prod2; |
||
327 | |||
328 | /* read real and imag values from pSrcA and pSrcB buffer */ |
||
329 | pSourceA = *__SIMD32(pInA)++; |
||
330 | pSourceB = *__SIMD32(pInB)++; |
||
331 | |||
332 | /* Multiply and Accumlates */ |
||
333 | #ifdef ARM_MATH_BIG_ENDIAN |
||
334 | prod1 = -__SMUSD(pSourceA, pSourceB); |
||
335 | #else |
||
336 | prod1 = __SMUSD(pSourceA, pSourceB); |
||
337 | #endif |
||
338 | prod2 = __SMUADX(pSourceA, pSourceB); |
||
339 | sumReal += (q63_t) prod1; |
||
340 | sumImag += (q63_t) prod2; |
||
341 | |||
342 | #endif /* #ifdef UNALIGNED_SUPPORT_DISABLE */ |
||
343 | |||
344 | /* Decrement the loop counter */ |
||
345 | colCnt--; |
||
346 | } |
||
347 | |||
348 | /* process odd column samples */ |
||
349 | if ((numColsA & 0x1U) > 0U) |
||
350 | { |
||
351 | /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */ |
||
352 | |||
353 | #ifdef UNALIGNED_SUPPORT_DISABLE |
||
354 | |||
355 | /* read real and imag values from pSrcA and pSrcB buffer */ |
||
356 | a = *pInA++; |
||
357 | b = *pInA++; |
||
358 | c = *pInB++; |
||
359 | d = *pInB++; |
||
360 | |||
361 | /* Multiply and Accumlates */ |
||
362 | sumReal += (q31_t) a *c; |
||
363 | sumImag += (q31_t) a *d; |
||
364 | sumReal -= (q31_t) b *d; |
||
365 | sumImag += (q31_t) b *c; |
||
366 | |||
367 | #else |
||
368 | /* read real and imag values from pSrcA and pSrcB buffer */ |
||
369 | pSourceA = *__SIMD32(pInA)++; |
||
370 | pSourceB = *__SIMD32(pInB)++; |
||
371 | |||
372 | /* Multiply and Accumlates */ |
||
373 | #ifdef ARM_MATH_BIG_ENDIAN |
||
374 | prod1 = -__SMUSD(pSourceA, pSourceB); |
||
375 | #else |
||
376 | prod1 = __SMUSD(pSourceA, pSourceB); |
||
377 | #endif |
||
378 | prod2 = __SMUADX(pSourceA, pSourceB); |
||
379 | sumReal += (q63_t) prod1; |
||
380 | sumImag += (q63_t) prod2; |
||
381 | |||
382 | #endif /* #ifdef UNALIGNED_SUPPORT_DISABLE */ |
||
383 | |||
384 | } |
||
385 | |||
386 | /* Saturate and store the result in the destination buffer */ |
||
387 | |||
388 | *px++ = (q15_t) (__SSAT(sumReal >> 15, 16)); |
||
389 | *px++ = (q15_t) (__SSAT(sumImag >> 15, 16)); |
||
390 | |||
391 | /* Decrement the column loop counter */ |
||
392 | col--; |
||
393 | |||
394 | } while (col > 0U); |
||
395 | |||
396 | i = i + numColsA; |
||
397 | |||
398 | /* Decrement the row loop counter */ |
||
399 | row--; |
||
400 | |||
401 | } while (row > 0U); |
||
402 | |||
403 | /* set status as ARM_MATH_SUCCESS */ |
||
404 | status = ARM_MATH_SUCCESS; |
||
405 | } |
||
406 | |||
407 | /* Return to application */ |
||
408 | return (status); |
||
409 | } |
||
410 | |||
411 | /** |
||
412 | * @} end of MatrixMult group |
||
413 | */ |