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+
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_braycurtis_distance_f16.c
+ * Description: Bray-Curtis 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_f16.h"
+
+#if defined(ARM_FLOAT16_SUPPORTED)
+
+#include <limits.h>
+#include <math.h>
+
+/**
+ * @ingroup groupDistance
+ */
+
+/**
+ * @defgroup FloatDist Float Distances
+ *
+ * Distances between two vectors of float values.
+ */
+
+/**
+ @ingroup FloatDist
+ */
+
+/**
+ @defgroup braycurtis Bray-Curtis distance
+
+ Bray-Curtis distance between two vectors
+ */
+
+/**
+ @addtogroup braycurtis
+ @{
+ */
+
+
+/**
+ * @brief Bray-Curtis 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_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+float16_t arm_braycurtis_distance_f16(const float16_t *pA,const float16_t *pB, uint32_t blockSize)
+{
+ _Float16 accumDiff = 0.0f, accumSum = 0.0f;
+ uint32_t blkCnt;
+ f16x8_t a, b, c, accumDiffV, accumSumV;
+
+
+ accumDiffV = vdupq_n_f16(0.0f);
+ accumSumV = vdupq_n_f16(0.0f);
+
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0) {
+ a = vld1q(pA);
+ b = vld1q(pB);
+
+ c = vabdq(a, b);
+ accumDiffV = vaddq(accumDiffV, c);
+
+ c = vaddq_f16(a, b);
+ c = vabsq_f16(c);
+ accumSumV = vaddq(accumSumV, c);
+
+ pA += 8;
+ pB += 8;
+ blkCnt--;
+ }
+
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U) {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+
+ a = vldrhq_z_f16(pA, p0);
+ b = vldrhq_z_f16(pB, p0);
+
+ c = vabdq(a, b);
+ accumDiffV = vaddq_m(accumDiffV, accumDiffV, c, p0);
+
+ c = vaddq_f16(a, b);
+ c = vabsq_f16(c);
+ accumSumV = vaddq_m(accumSumV, accumSumV, c, p0);
+ }
+
+ accumDiff = vecAddAcrossF16Mve(accumDiffV);
+ accumSum = vecAddAcrossF16Mve(accumSumV);
+
+ /*
+ It is assumed that accumSum is not zero. Since it is the sum of several absolute
+ values it would imply that all of them are zero. It is very unlikely for long vectors.
+ */
+ return (accumDiff / accumSum);
+}
+#else
+
+float16_t arm_braycurtis_distance_f16(const float16_t *pA,const float16_t *pB, uint32_t blockSize)
+{
+ _Float16 accumDiff=0.0f16, accumSum=0.0f16, tmpA, tmpB;
+
+ while(blockSize > 0)
+ {
+ tmpA = *pA++;
+ tmpB = *pB++;
+ accumDiff += (_Float16)fabsf((float32_t)((_Float16)tmpA - (_Float16)tmpB));
+ accumSum += (_Float16)fabsf((float32_t)((_Float16)tmpA + (_Float16)tmpB));
+ blockSize --;
+ }
+ /*
+
+ It is assumed that accumSum is not zero. Since it is the sum of several absolute
+ values it would imply that all of them are zero. It is very unlikely for long vectors.
+
+ */
+ return(accumDiff / accumSum);
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+
+/**
+ * @} end of braycurtis group
+ */
+
+
+
+#endif /* #if defined(ARM_FLOAT16_SUPPORTED) */
+