arm_dot_prod_q7.c 4.3 KB

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  1. /* ----------------------------------------------------------------------
  2. * Project: CMSIS DSP Library
  3. * Title: arm_dot_prod_q7.c
  4. * Description: Q7 dot product
  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. #include "arm_math.h"
  29. /**
  30. * @ingroup groupMath
  31. */
  32. /**
  33. * @addtogroup dot_prod
  34. * @{
  35. */
  36. /**
  37. * @brief Dot product of Q7 vectors.
  38. * @param[in] *pSrcA points to the first input vector
  39. * @param[in] *pSrcB points to the second input vector
  40. * @param[in] blockSize number of samples in each vector
  41. * @param[out] *result output result returned here
  42. * @return none.
  43. *
  44. * <b>Scaling and Overflow Behavior:</b>
  45. * \par
  46. * The intermediate multiplications are in 1.7 x 1.7 = 2.14 format and these
  47. * results are added to an accumulator in 18.14 format.
  48. * Nonsaturating additions are used and there is no danger of wrap around as long as
  49. * the vectors are less than 2^18 elements long.
  50. * The return result is in 18.14 format.
  51. */
  52. void arm_dot_prod_q7(
  53. q7_t * pSrcA,
  54. q7_t * pSrcB,
  55. uint32_t blockSize,
  56. q31_t * result)
  57. {
  58. uint32_t blkCnt; /* loop counter */
  59. q31_t sum = 0; /* Temporary variables to store output */
  60. #if defined (ARM_MATH_DSP)
  61. /* Run the below code for Cortex-M4 and Cortex-M3 */
  62. q31_t input1, input2; /* Temporary variables to store input */
  63. q31_t inA1, inA2, inB1, inB2; /* Temporary variables to store input */
  64. /*loop Unrolling */
  65. blkCnt = blockSize >> 2U;
  66. /* First part of the processing with loop unrolling. Compute 4 outputs at a time.
  67. ** a second loop below computes the remaining 1 to 3 samples. */
  68. while (blkCnt > 0U)
  69. {
  70. /* read 4 samples at a time from sourceA */
  71. input1 = *__SIMD32(pSrcA)++;
  72. /* read 4 samples at a time from sourceB */
  73. input2 = *__SIMD32(pSrcB)++;
  74. /* extract two q7_t samples to q15_t samples */
  75. inA1 = __SXTB16(__ROR(input1, 8));
  76. /* extract reminaing two samples */
  77. inA2 = __SXTB16(input1);
  78. /* extract two q7_t samples to q15_t samples */
  79. inB1 = __SXTB16(__ROR(input2, 8));
  80. /* extract reminaing two samples */
  81. inB2 = __SXTB16(input2);
  82. /* multiply and accumulate two samples at a time */
  83. sum = __SMLAD(inA1, inB1, sum);
  84. sum = __SMLAD(inA2, inB2, sum);
  85. /* Decrement the loop counter */
  86. blkCnt--;
  87. }
  88. /* If the blockSize is not a multiple of 4, compute any remaining output samples here.
  89. ** No loop unrolling is used. */
  90. blkCnt = blockSize % 0x4U;
  91. while (blkCnt > 0U)
  92. {
  93. /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
  94. /* Dot product and then store the results in a temporary buffer. */
  95. sum = __SMLAD(*pSrcA++, *pSrcB++, sum);
  96. /* Decrement the loop counter */
  97. blkCnt--;
  98. }
  99. #else
  100. /* Run the below code for Cortex-M0 */
  101. /* Initialize blkCnt with number of samples */
  102. blkCnt = blockSize;
  103. while (blkCnt > 0U)
  104. {
  105. /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
  106. /* Dot product and then store the results in a temporary buffer. */
  107. sum += (q31_t) ((q15_t) * pSrcA++ * *pSrcB++);
  108. /* Decrement the loop counter */
  109. blkCnt--;
  110. }
  111. #endif /* #if defined (ARM_MATH_DSP) */
  112. /* Store the result in the destination buffer in 18.14 format */
  113. *result = sum;
  114. }
  115. /**
  116. * @} end of dot_prod group
  117. */