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- /* ----------------------------------------------------------------------
- * Project: CMSIS DSP Library
- * Title: arm_dot_prod_f32.c
- * Description: Floating-point dot product
- *
- * $Date: 18. March 2019
- * $Revision: V1.6.0
- *
- * Target Processor: Cortex-M cores
- * -------------------------------------------------------------------- */
- /*
- * Copyright (C) 2010-2019 ARM Limited or its affiliates. All rights reserved.
- *
- * SPDX-License-Identifier: Apache-2.0
- *
- * Licensed under the Apache License, Version 2.0 (the License); you may
- * not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an AS IS BASIS, WITHOUT
- * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
- #include "arm_math.h"
- /**
- @ingroup groupMath
- */
- /**
- @defgroup BasicDotProd Vector Dot Product
- Computes the dot product of two vectors.
- The vectors are multiplied element-by-element and then summed.
- <pre>
- sum = pSrcA[0]*pSrcB[0] + pSrcA[1]*pSrcB[1] + ... + pSrcA[blockSize-1]*pSrcB[blockSize-1]
- </pre>
- There are separate functions for floating-point, Q7, Q15, and Q31 data types.
- */
- /**
- @addtogroup BasicDotProd
- @{
- */
- /**
- @brief Dot product of floating-point vectors.
- @param[in] pSrcA points to the first input vector.
- @param[in] pSrcB points to the second input vector.
- @param[in] blockSize number of samples in each vector.
- @param[out] result output result returned here.
- @return none
- */
- void arm_dot_prod_f32(
- const float32_t * pSrcA,
- const float32_t * pSrcB,
- uint32_t blockSize,
- float32_t * result)
- {
- uint32_t blkCnt; /* Loop counter */
- float32_t sum = 0.0f; /* Temporary return variable */
- #if defined(ARM_MATH_NEON)
- float32x4_t vec1;
- float32x4_t vec2;
- float32x4_t res;
- float32x4_t accum = vdupq_n_f32(0);
- /* Compute 4 outputs at a time */
- blkCnt = blockSize >> 2U;
- vec1 = vld1q_f32(pSrcA);
- vec2 = vld1q_f32(pSrcB);
- while (blkCnt > 0U)
- {
- /* C = A[0]*B[0] + A[1]*B[1] + A[2]*B[2] + ... + A[blockSize-1]*B[blockSize-1] */
- /* Calculate dot product and then store the result in a temporary buffer. */
-
- accum = vmlaq_f32(accum, vec1, vec2);
-
- /* Increment pointers */
- pSrcA += 4;
- pSrcB += 4;
- vec1 = vld1q_f32(pSrcA);
- vec2 = vld1q_f32(pSrcB);
-
- /* Decrement the loop counter */
- blkCnt--;
- }
-
- #if __aarch64__
- sum = vpadds_f32(vpadd_f32(vget_low_f32(accum), vget_high_f32(accum)));
- #else
- sum = (vpadd_f32(vget_low_f32(accum), vget_high_f32(accum)))[0] + (vpadd_f32(vget_low_f32(accum), vget_high_f32(accum)))[1];
- #endif
- /* Tail */
- blkCnt = blockSize & 0x3;
- #else
- #if defined (ARM_MATH_LOOPUNROLL)
- /* Loop unrolling: Compute 4 outputs at a time */
- blkCnt = blockSize >> 2U;
- /* First part of the processing with loop unrolling. Compute 4 outputs at a time.
- ** a second loop below computes the remaining 1 to 3 samples. */
- while (blkCnt > 0U)
- {
- /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
- /* Calculate dot product and store result in a temporary buffer. */
- sum += (*pSrcA++) * (*pSrcB++);
- sum += (*pSrcA++) * (*pSrcB++);
- sum += (*pSrcA++) * (*pSrcB++);
- sum += (*pSrcA++) * (*pSrcB++);
- /* Decrement loop counter */
- blkCnt--;
- }
- /* Loop unrolling: Compute remaining outputs */
- blkCnt = blockSize % 0x4U;
- #else
- /* Initialize blkCnt with number of samples */
- blkCnt = blockSize;
- #endif /* #if defined (ARM_MATH_LOOPUNROLL) */
- #endif /* #if defined(ARM_MATH_NEON) */
- while (blkCnt > 0U)
- {
- /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
- /* Calculate dot product and store result in a temporary buffer. */
- sum += (*pSrcA++) * (*pSrcB++);
- /* Decrement loop counter */
- blkCnt--;
- }
- /* Store result in destination buffer */
- *result = sum;
- }
- /**
- @} end of BasicDotProd group
- */
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