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authorClyne Sullivan <clyne@bitgloo.com>2025-01-29 21:34:25 -0500
committerClyne Sullivan <clyne@bitgloo.com>2025-01-29 21:34:25 -0500
commit5b81bc8ccbd342b8566d88fc9f17a73aec03b5b6 (patch)
treecc57486912cfa74c6440d8b97c28f451ec787d78 /Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_euclidean_distance_f32.c
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+
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_euclidean_distance_f32.c
+ * Description: Euclidean distance between two vectors
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 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 "dsp/distance_functions.h"
+#include <limits.h>
+#include <math.h>
+
+
+
+/**
+ @addtogroup Euclidean
+ @{
+ */
+
+
+/**
+ * @brief Euclidean distance between two vectors
+ * @param[in] pA First vector
+ * @param[in] pB Second vector
+ * @param[in] blockSize vector length
+ * @return distance
+ *
+ */
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+#include "arm_vec_math.h"
+float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize)
+{
+ uint32_t blkCnt;
+ float32_t tmp;
+ f32x4_t a, b, accumV, tempV;
+
+ accumV = vdupq_n_f32(0.0f);
+
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U) {
+ a = vld1q(pA);
+ b = vld1q(pB);
+
+ tempV = vsubq(a, b);
+ accumV = vfmaq(accumV, tempV, tempV);
+
+ pA += 4;
+ pB += 4;
+ blkCnt--;
+ }
+
+ /*
+ * tail
+ * (will be merged thru tail predication)
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U) {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+
+ a = vldrwq_z_f32(pA, p0);
+ b = vldrwq_z_f32(pB, p0);
+
+ tempV = vsubq(a, b);
+ accumV = vfmaq_m(accumV, tempV, tempV, p0);
+ }
+
+ arm_sqrt_f32(vecAddAcrossF32Mve(accumV), &tmp);
+ return (tmp);
+}
+#else
+#if defined(ARM_MATH_NEON)
+
+#include "NEMath.h"
+
+float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize)
+{
+ float32_t accum=0.0f,tmp;
+ uint32_t blkCnt;
+ float32x4_t a,b,accumV;
+ float32x2_t accumV2;
+
+ accumV = vdupq_n_f32(0.0f);
+ blkCnt = blockSize >> 2;
+ while(blkCnt > 0)
+ {
+ a = vld1q_f32(pA);
+ b = vld1q_f32(pB);
+
+ a = vsubq_f32(a,b);
+ accumV = vmlaq_f32(accumV,a,a);
+ pA += 4;
+ pB += 4;
+ blkCnt --;
+ }
+ accumV2 = vpadd_f32(vget_low_f32(accumV),vget_high_f32(accumV));
+ accum = vget_lane_f32(accumV2, 0) + vget_lane_f32(accumV2, 1);
+
+ blkCnt = blockSize & 3;
+ while(blkCnt > 0)
+ {
+ tmp = *pA++ - *pB++;
+ accum += SQ(tmp);
+ blkCnt --;
+ }
+ arm_sqrt_f32(accum,&tmp);
+ return(tmp);
+}
+
+#else
+float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize)
+{
+ float32_t accum=0.0f,tmp;
+
+ while(blockSize > 0)
+ {
+ tmp = *pA++ - *pB++;
+ accum += SQ(tmp);
+ blockSize --;
+ }
+ arm_sqrt_f32(accum,&tmp);
+ return(tmp);
+}
+#endif
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+
+/**
+ * @} end of Euclidean group
+ */