diff options
Diffstat (limited to 'Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f64.c')
-rw-r--r-- | Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f64.c | 70 |
1 files changed, 70 insertions, 0 deletions
diff --git a/Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f64.c b/Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f64.c new file mode 100644 index 0000000..c7443a6 --- /dev/null +++ b/Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f64.c @@ -0,0 +1,70 @@ + +/* ---------------------------------------------------------------------- + * Project: CMSIS DSP Library + * Title: arm_cosine_distance_f64.c + * Description: Cosine distance between two vectors + * + * $Date: 13 September 2021 + * $Revision: V1.10.0 + * + * 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 CosineDist + @{ + */ + + + +/** + * @brief Cosine distance between two vectors + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float64_t arm_cosine_distance_f64(const float64_t *pA,const float64_t *pB, uint32_t blockSize) +{ + float64_t pwra,pwrb,dot,tmp; + + arm_power_f64(pA, blockSize, &pwra); + arm_power_f64(pB, blockSize, &pwrb); + + arm_dot_prod_f64(pA,pB,blockSize,&dot); + + tmp = sqrt(pwra * pwrb); + return(1. - dot / tmp); + +} + + + +/** + * @} end of CosineDist group + */ |