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Diffstat (limited to 'Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f16.c')
-rw-r--r-- | Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f16.c | 88 |
1 files changed, 88 insertions, 0 deletions
diff --git a/Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f16.c b/Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f16.c new file mode 100644 index 0000000..20f890b --- /dev/null +++ b/Drivers/CMSIS/DSP/Source/DistanceFunctions/arm_cosine_distance_f16.c @@ -0,0 +1,88 @@ + +/* ---------------------------------------------------------------------- + * Project: CMSIS DSP Library + * Title: arm_cosine_distance_f16.c + * Description: Cosine 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 FloatDist + */ + +/** + @defgroup CosineDist Cosine distance + + Cosine distance + */ + + +/** + @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 + * + * @par Description + * cosine_distance(u,v) is 1 - u . v / (Norm(u) Norm(v)) + */ + +float16_t arm_cosine_distance_f16(const float16_t *pA,const float16_t *pB, uint32_t blockSize) +{ + float16_t pwra,pwrb,dot,tmp; + + arm_power_f16(pA, blockSize, &pwra); + arm_power_f16(pB, blockSize, &pwrb); + + arm_dot_prod_f16(pA,pB,blockSize,&dot); + + arm_sqrt_f16((_Float16)pwra * (_Float16)pwrb, &tmp); + return(1.0f16 - (_Float16)dot / (_Float16)tmp); + +} + + + +/** + * @} end of CosineDist group + */ + +#endif /* #if defined(ARM_FLOAT16_SUPPORTED) */ + |