Fork of mbed-dsp. CMSIS-DSP library of supporting NEON
Dependents: mbed-os-example-cmsis_dsp_neon
Fork of mbed-dsp by
Information
Japanese version is available in lower part of this page.
このページの後半に日本語版が用意されています.
CMSIS-DSP of supporting NEON
What is this ?
A library for CMSIS-DSP of supporting NEON.
We supported the NEON to CMSIS-DSP Ver1.4.3(CMSIS V4.1) that ARM supplied, has achieved the processing speed improvement.
If you use the mbed-dsp library, you can use to replace this library.
CMSIS-DSP of supporting NEON is provied as a library.
Library Creation environment
CMSIS-DSP library of supporting NEON was created by the following environment.
- Compiler
ARMCC Version 5.03 - Compile option switch[C Compiler]
-DARM_MATH_MATRIX_CHECK -DARM_MATH_ROUNDING -O3 -Otime --cpu=Cortex-A9 --littleend --arm --apcs=/interwork --no_unaligned_access --fpu=vfpv3_fp16 --fpmode=fast --apcs=/hardfp --vectorize --asm
- Compile option switch[Assembler]
--cpreproc --cpu=Cortex-A9 --littleend --arm --apcs=/interwork --no_unaligned_access --fpu=vfpv3_fp16 --fpmode=fast --apcs=/hardfp
Effects of NEON support
In the data which passes to each function, large size will be expected more effective than small size.
Also if the data is a multiple of 16, effect will be expected in every function in the CMSIS-DSP.
NEON対応CMSIS-DSP
概要
NEON対応したCMSIS-DSPのライブラリです。
ARM社提供のCMSIS-DSP Ver1.4.3(CMSIS V4.1)をターゲットにNEON対応を行ない、処理速度向上を実現しております。
mbed-dspライブラリを使用している場合は、本ライブラリに置き換えて使用することができます。
NEON対応したCMSIS-DSPはライブラリで提供します。
ライブラリ作成環境
NEON対応CMSIS-DSPライブラリは、以下の環境で作成しています。
- コンパイラ
ARMCC Version 5.03 - コンパイルオプションスイッチ[C Compiler]
-DARM_MATH_MATRIX_CHECK -DARM_MATH_ROUNDING -O3 -Otime --cpu=Cortex-A9 --littleend --arm --apcs=/interwork --no_unaligned_access --fpu=vfpv3_fp16 --fpmode=fast --apcs=/hardfp --vectorize --asm
- コンパイルオプションスイッチ[Assembler]
--cpreproc --cpu=Cortex-A9 --littleend --arm --apcs=/interwork --no_unaligned_access --fpu=vfpv3_fp16 --fpmode=fast --apcs=/hardfp
NEON対応による効果について
CMSIS-DSP内の各関数へ渡すデータは、小さいサイズよりも大きいサイズの方が効果が見込めます。
また、16の倍数のデータであれば、CMSIS-DSP内のどの関数でも効果が見込めます。
cmsis_dsp/FastMathFunctions/arm_cos_f32.c
- Committer:
- mbed_official
- Date:
- 2013-11-08
- Revision:
- 3:7a284390b0ce
- Parent:
- 2:da51fb522205
File content as of revision 3:7a284390b0ce:
/* ---------------------------------------------------------------------- * Copyright (C) 2010-2013 ARM Limited. All rights reserved. * * $Date: 17. January 2013 * $Revision: V1.4.1 * * Project: CMSIS DSP Library * Title: arm_cos_f32.c * * Description: Fast cosine calculation for floating-point values. * * Target Processor: Cortex-M4/Cortex-M3/Cortex-M0 * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * - Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * - Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * - Neither the name of ARM LIMITED nor the names of its contributors * may be used to endorse or promote products derived from this * software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. * -------------------------------------------------------------------- */ #include "arm_math.h" /** * @ingroup groupFastMath */ /** * @defgroup cos Cosine * * Computes the trigonometric cosine function using a combination of table lookup * and cubic interpolation. There are separate functions for * Q15, Q31, and floating-point data types. * The input to the floating-point version is in radians while the * fixed-point Q15 and Q31 have a scaled input with the range * [0 +0.9999] mapping to [0 2*pi). The fixed-point range is chosen so that a * value of 2*pi wraps around to 0. * * The implementation is based on table lookup using 256 values together with cubic interpolation. * The steps used are: * -# Calculation of the nearest integer table index * -# Fetch the four table values a, b, c, and d * -# Compute the fractional portion (fract) of the table index. * -# Calculation of wa, wb, wc, wd * -# The final result equals <code>a*wa + b*wb + c*wc + d*wd</code> * * where * <pre> * a=Table[index-1]; * b=Table[index+0]; * c=Table[index+1]; * d=Table[index+2]; * </pre> * and * <pre> * wa=-(1/6)*fract.^3 + (1/2)*fract.^2 - (1/3)*fract; * wb=(1/2)*fract.^3 - fract.^2 - (1/2)*fract + 1; * wc=-(1/2)*fract.^3+(1/2)*fract.^2+fract; * wd=(1/6)*fract.^3 - (1/6)*fract; * </pre> */ /** * @addtogroup cos * @{ */ /** * \par * <b>Example code for Generation of Cos Table:</b> * <pre> * tableSize = 256; * for(n = -1; n < (tableSize + 2); n++) * { * cosTable[n+1]= cos(2*pi*n/tableSize); * } </pre> * where pi value is 3.14159265358979 */ static const float32_t cosTable[260] = { 0.999698817729949950f, 1.000000000000000000f, 0.999698817729949950f, 0.998795449733734130f, 0.997290432453155520f, 0.995184719562530520f, 0.992479562759399410f, 0.989176511764526370f, 0.985277652740478520f, 0.980785250663757320f, 0.975702106952667240f, 0.970031261444091800f, 0.963776051998138430f, 0.956940352916717530f, 0.949528157711029050f, 0.941544055938720700f, 0.932992815971374510f, 0.923879504203796390f, 0.914209783077239990f, 0.903989315032958980f, 0.893224298954010010f, 0.881921291351318360f, 0.870086967945098880f, 0.857728600502014160f, 0.844853579998016360f, 0.831469595432281490f, 0.817584812641143800f, 0.803207516670227050f, 0.788346409797668460f, 0.773010432720184330f, 0.757208824157714840f, 0.740951120853424070f, 0.724247097969055180f, 0.707106769084930420f, 0.689540565013885500f, 0.671558976173400880f, 0.653172850608825680f, 0.634393274784088130f, 0.615231573581695560f, 0.595699310302734380f, 0.575808167457580570f, 0.555570244789123540f, 0.534997642040252690f, 0.514102756977081300f, 0.492898195981979370f, 0.471396744251251220f, 0.449611335992813110f, 0.427555084228515630f, 0.405241310596466060f, 0.382683426141738890f, 0.359895050525665280f, 0.336889863014221190f, 0.313681751489639280f, 0.290284663438797000f, 0.266712754964828490f, 0.242980182170867920f, 0.219101235270500180f, 0.195090323686599730f, 0.170961886644363400f, 0.146730467677116390f, 0.122410677373409270f, 0.098017141222953796f, 0.073564566671848297f, 0.049067676067352295f, 0.024541229009628296f, 0.000000000000000061f, -0.024541229009628296f, -0.049067676067352295f, -0.073564566671848297f, -0.098017141222953796f, -0.122410677373409270f, -0.146730467677116390f, -0.170961886644363400f, -0.195090323686599730f, -0.219101235270500180f, -0.242980182170867920f, -0.266712754964828490f, -0.290284663438797000f, -0.313681751489639280f, -0.336889863014221190f, -0.359895050525665280f, -0.382683426141738890f, -0.405241310596466060f, -0.427555084228515630f, -0.449611335992813110f, -0.471396744251251220f, -0.492898195981979370f, -0.514102756977081300f, -0.534997642040252690f, -0.555570244789123540f, -0.575808167457580570f, -0.595699310302734380f, -0.615231573581695560f, -0.634393274784088130f, -0.653172850608825680f, -0.671558976173400880f, -0.689540565013885500f, -0.707106769084930420f, -0.724247097969055180f, -0.740951120853424070f, -0.757208824157714840f, -0.773010432720184330f, -0.788346409797668460f, -0.803207516670227050f, -0.817584812641143800f, -0.831469595432281490f, -0.844853579998016360f, -0.857728600502014160f, -0.870086967945098880f, -0.881921291351318360f, -0.893224298954010010f, -0.903989315032958980f, -0.914209783077239990f, -0.923879504203796390f, -0.932992815971374510f, -0.941544055938720700f, -0.949528157711029050f, -0.956940352916717530f, -0.963776051998138430f, -0.970031261444091800f, -0.975702106952667240f, -0.980785250663757320f, -0.985277652740478520f, -0.989176511764526370f, -0.992479562759399410f, -0.995184719562530520f, -0.997290432453155520f, -0.998795449733734130f, -0.999698817729949950f, -1.000000000000000000f, -0.999698817729949950f, -0.998795449733734130f, -0.997290432453155520f, -0.995184719562530520f, -0.992479562759399410f, -0.989176511764526370f, -0.985277652740478520f, -0.980785250663757320f, -0.975702106952667240f, -0.970031261444091800f, -0.963776051998138430f, -0.956940352916717530f, -0.949528157711029050f, -0.941544055938720700f, -0.932992815971374510f, -0.923879504203796390f, -0.914209783077239990f, -0.903989315032958980f, -0.893224298954010010f, -0.881921291351318360f, -0.870086967945098880f, -0.857728600502014160f, -0.844853579998016360f, -0.831469595432281490f, -0.817584812641143800f, -0.803207516670227050f, -0.788346409797668460f, -0.773010432720184330f, -0.757208824157714840f, -0.740951120853424070f, -0.724247097969055180f, -0.707106769084930420f, -0.689540565013885500f, -0.671558976173400880f, -0.653172850608825680f, -0.634393274784088130f, -0.615231573581695560f, -0.595699310302734380f, -0.575808167457580570f, -0.555570244789123540f, -0.534997642040252690f, -0.514102756977081300f, -0.492898195981979370f, -0.471396744251251220f, -0.449611335992813110f, -0.427555084228515630f, -0.405241310596466060f, -0.382683426141738890f, -0.359895050525665280f, -0.336889863014221190f, -0.313681751489639280f, -0.290284663438797000f, -0.266712754964828490f, -0.242980182170867920f, -0.219101235270500180f, -0.195090323686599730f, -0.170961886644363400f, -0.146730467677116390f, -0.122410677373409270f, -0.098017141222953796f, -0.073564566671848297f, -0.049067676067352295f, -0.024541229009628296f, -0.000000000000000184f, 0.024541229009628296f, 0.049067676067352295f, 0.073564566671848297f, 0.098017141222953796f, 0.122410677373409270f, 0.146730467677116390f, 0.170961886644363400f, 0.195090323686599730f, 0.219101235270500180f, 0.242980182170867920f, 0.266712754964828490f, 0.290284663438797000f, 0.313681751489639280f, 0.336889863014221190f, 0.359895050525665280f, 0.382683426141738890f, 0.405241310596466060f, 0.427555084228515630f, 0.449611335992813110f, 0.471396744251251220f, 0.492898195981979370f, 0.514102756977081300f, 0.534997642040252690f, 0.555570244789123540f, 0.575808167457580570f, 0.595699310302734380f, 0.615231573581695560f, 0.634393274784088130f, 0.653172850608825680f, 0.671558976173400880f, 0.689540565013885500f, 0.707106769084930420f, 0.724247097969055180f, 0.740951120853424070f, 0.757208824157714840f, 0.773010432720184330f, 0.788346409797668460f, 0.803207516670227050f, 0.817584812641143800f, 0.831469595432281490f, 0.844853579998016360f, 0.857728600502014160f, 0.870086967945098880f, 0.881921291351318360f, 0.893224298954010010f, 0.903989315032958980f, 0.914209783077239990f, 0.923879504203796390f, 0.932992815971374510f, 0.941544055938720700f, 0.949528157711029050f, 0.956940352916717530f, 0.963776051998138430f, 0.970031261444091800f, 0.975702106952667240f, 0.980785250663757320f, 0.985277652740478520f, 0.989176511764526370f, 0.992479562759399410f, 0.995184719562530520f, 0.997290432453155520f, 0.998795449733734130f, 0.999698817729949950f, 1.000000000000000000f, 0.999698817729949950f, 0.998795449733734130f }; /** * @brief Fast approximation to the trigonometric cosine function for floating-point data. * @param[in] x input value in radians. * @return cos(x). */ float32_t arm_cos_f32( float32_t x) { float32_t cosVal, fract, in; int32_t index; uint32_t tableSize = (uint32_t) TABLE_SIZE; float32_t wa, wb, wc, wd; float32_t a, b, c, d; float32_t *tablePtr; int32_t n; float32_t fractsq, fractby2, fractby6, fractby3, fractsqby2; float32_t oneminusfractby2; float32_t frby2xfrsq, frby6xfrsq; /* input x is in radians */ /* Scale the input to [0 1] range from [0 2*PI] , divide input by 2*pi */ in = x * 0.159154943092f; /* Calculation of floor value of input */ n = (int32_t) in; /* Make negative values towards -infinity */ if(x < 0.0f) { n = n - 1; } /* Map input value to [0 1] */ in = in - (float32_t) n; /* Calculation of index of the table */ index = (uint32_t) (tableSize * in); /* fractional value calculation */ fract = ((float32_t) tableSize * in) - (float32_t) index; /* Checking min and max index of table */ if(index < 0) { index = 0; } else if(index > 256) { index = 256; } /* Initialise table pointer */ tablePtr = (float32_t *) & cosTable[index]; /* Read four nearest values of input value from the cos table */ a = tablePtr[0]; b = tablePtr[1]; c = tablePtr[2]; d = tablePtr[3]; /* Cubic interpolation process */ fractsq = fract * fract; fractby2 = fract * 0.5f; fractby6 = fract * 0.166666667f; fractby3 = fract * 0.3333333333333f; fractsqby2 = fractsq * 0.5f; frby2xfrsq = (fractby2) * fractsq; frby6xfrsq = (fractby6) * fractsq; oneminusfractby2 = 1.0f - fractby2; wb = fractsqby2 - fractby3; wc = (fractsqby2 + fract); wa = wb - frby6xfrsq; wb = frby2xfrsq - fractsq; cosVal = wa * a; wc = wc - frby2xfrsq; wd = (frby6xfrsq) - fractby6; wb = wb + oneminusfractby2; /* Calculate cos value */ cosVal = (cosVal + (b * wb)) + ((c * wc) + (d * wd)); /* Return the output value */ return (cosVal); } /** * @} end of cos group */