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https://github.com/IcedRooibos/py32f0-template.git
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141 lines
2.9 KiB
C
141 lines
2.9 KiB
C
/* ----------------------------------------------------------------------
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* Project: CMSIS DSP Library
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* Title: arm_logsumexp_f16.c
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* Description: LogSumExp
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*
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* $Date: 23 April 2021
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* $Revision: V1.9.0
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*
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* Target Processor: Cortex-M and Cortex-A cores
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* -------------------------------------------------------------------- */
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/*
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* Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
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*
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* SPDX-License-Identifier: Apache-2.0
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*
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* Licensed under the Apache License, Version 2.0 (the License); you may
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* not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an AS IS BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include "dsp/statistics_functions_f16.h"
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#if defined(ARM_FLOAT16_SUPPORTED)
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#include <limits.h>
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#include <math.h>
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/**
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@ingroup groupStats
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*/
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/**
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@defgroup Entropy Entropy
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Computes the entropy of a distribution
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*/
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/**
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* @addtogroup Entropy
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* @{
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*/
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/**
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* @brief Entropy
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*
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* @param[in] pSrcA Array of input values.
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* @param[in] blockSize Number of samples in the input array.
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* @return Entropy -Sum(p ln p)
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*
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*/
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#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
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#include "arm_helium_utils.h"
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#include "arm_vec_math_f16.h"
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float16_t arm_entropy_f16(const float16_t * pSrcA,uint32_t blockSize)
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{
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uint32_t blkCnt;
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_Float16 accum=0.0f16,p;
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blkCnt = blockSize;
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f16x8_t vSum = vdupq_n_f16(0.0f);
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/* Compute 4 outputs at a time */
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blkCnt = blockSize >> 3U;
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while (blkCnt > 0U)
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{
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f16x8_t vecIn = vld1q(pSrcA);
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vSum = vaddq_f16(vSum, vmulq(vecIn, vlogq_f16(vecIn)));
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/*
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* Decrement the blockSize loop counter
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* Advance vector source and destination pointers
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*/
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pSrcA += 8;
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blkCnt --;
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}
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accum = vecAddAcrossF16Mve(vSum);
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/* Tail */
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blkCnt = blockSize & 0x7;
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while(blkCnt > 0)
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{
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p = *pSrcA++;
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accum += p * (_Float16)logf((float32_t)p);
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blkCnt--;
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}
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return (-accum);
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}
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#else
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float16_t arm_entropy_f16(const float16_t * pSrcA,uint32_t blockSize)
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{
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const float16_t *pIn;
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uint32_t blkCnt;
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_Float16 accum, p;
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pIn = pSrcA;
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blkCnt = blockSize;
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accum = 0.0f;
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while(blkCnt > 0)
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{
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p = *pIn++;
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accum += p * (_Float16)logf((float32_t)p);
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blkCnt--;
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}
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return(-accum);
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}
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#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
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/**
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* @} end of Entropy group
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*/
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#endif /* #if defined(ARM_FLOAT16_SUPPORTED) */
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