Fork of mbed-dsp. CMSIS-DSP library of supporting NEON

Dependents:   mbed-os-example-cmsis_dsp_neon

Fork of mbed-dsp by mbed official

Information

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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。


Revision:
5:a912b042151f
Parent:
4:9cee975aadce
--- a/cmsis_dsp/MatrixFunctions/arm_mat_mult_q31.c	Mon Jun 23 09:30:09 2014 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,294 +0,0 @@
-/* ----------------------------------------------------------------------    
-* Copyright (C) 2010-2013 ARM Limited. All rights reserved.    
-*    
-* $Date:        17. January 2013 
-* $Revision: 	V1.4.1
-*    
-* Project: 	    CMSIS DSP Library    
-* Title:	    arm_mat_mult_q31.c    
-*    
-* Description:	 Q31 matrix multiplication.    
-*    
-* 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 groupMatrix    
- */
-
-/**    
- * @addtogroup MatrixMult    
- * @{    
- */
-
-/**    
- * @brief Q31 matrix multiplication    
- * @param[in]       *pSrcA points to the first input matrix structure    
- * @param[in]       *pSrcB points to the second input matrix structure    
- * @param[out]      *pDst points to output matrix structure    
- * @return     		The function returns either    
- * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.    
- *    
- * @details    
- * <b>Scaling and Overflow Behavior:</b>    
- *    
- * \par    
- * The function is implemented using an internal 64-bit accumulator.    
- * The accumulator has a 2.62 format and maintains full precision of the intermediate    
- * multiplication results but provides only a single guard bit. There is no saturation    
- * on intermediate additions. Thus, if the accumulator overflows it wraps around and    
- * distorts the result. The input signals should be scaled down to avoid intermediate    
- * overflows. The input is thus scaled down by log2(numColsA) bits    
- * to avoid overflows, as a total of numColsA additions are performed internally.    
- * The 2.62 accumulator is right shifted by 31 bits and saturated to 1.31 format to yield the final result.    
- *    
- * \par    
- * See <code>arm_mat_mult_fast_q31()</code> for a faster but less precise implementation of this function for Cortex-M3 and Cortex-M4.    
- *    
- */
-
-arm_status arm_mat_mult_q31(
-  const arm_matrix_instance_q31 * pSrcA,
-  const arm_matrix_instance_q31 * pSrcB,
-  arm_matrix_instance_q31 * pDst)
-{
-  q31_t *pIn1 = pSrcA->pData;                    /* input data matrix pointer A */
-  q31_t *pIn2 = pSrcB->pData;                    /* input data matrix pointer B */
-  q31_t *pInA = pSrcA->pData;                    /* input data matrix pointer A */
-  q31_t *pOut = pDst->pData;                     /* output data matrix pointer */
-  q31_t *px;                                     /* Temporary output data matrix pointer */
-  q63_t sum;                                     /* Accumulator */
-  uint16_t numRowsA = pSrcA->numRows;            /* number of rows of input matrix A    */
-  uint16_t numColsB = pSrcB->numCols;            /* number of columns of input matrix B */
-  uint16_t numColsA = pSrcA->numCols;            /* number of columns of input matrix A */
-
-#ifndef ARM_MATH_CM0_FAMILY
-
-  /* Run the below code for Cortex-M4 and Cortex-M3 */
-
-  uint16_t col, i = 0u, j, row = numRowsA, colCnt;      /* loop counters */
-  arm_status status;                             /* status of matrix multiplication */
-  q31_t a0, a1, a2, a3, b0, b1, b2, b3;
-
-#ifdef ARM_MATH_MATRIX_CHECK
-
-
-  /* Check for matrix mismatch condition */
-  if((pSrcA->numCols != pSrcB->numRows) ||
-     (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols))
-  {
-    /* Set status as ARM_MATH_SIZE_MISMATCH */
-    status = ARM_MATH_SIZE_MISMATCH;
-  }
-  else
-#endif /*    #ifdef ARM_MATH_MATRIX_CHECK    */
-
-  {
-    /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */
-    /* row loop */
-    do
-    {
-      /* Output pointer is set to starting address of the row being processed */
-      px = pOut + i;
-
-      /* For every row wise process, the column loop counter is to be initiated */
-      col = numColsB;
-
-      /* For every row wise process, the pIn2 pointer is set    
-       ** to the starting address of the pSrcB data */
-      pIn2 = pSrcB->pData;
-
-      j = 0u;
-
-      /* column loop */
-      do
-      {
-        /* Set the variable sum, that acts as accumulator, to zero */
-        sum = 0;
-
-        /* Initiate the pointer pIn1 to point to the starting address of pInA */
-        pIn1 = pInA;
-
-        /* Apply loop unrolling and compute 4 MACs simultaneously. */
-        colCnt = numColsA >> 2;
-
-
-        /* matrix multiplication */
-        while(colCnt > 0u)
-        {
-          /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */
-          /* Perform the multiply-accumulates */
-          b0 = *pIn2;
-          pIn2 += numColsB;
-
-          a0 = *pIn1++;
-          a1 = *pIn1++;
-
-          b1 = *pIn2;
-          pIn2 += numColsB;
-          b2 = *pIn2;
-          pIn2 += numColsB;
-
-          sum += (q63_t) a0 *b0;
-          sum += (q63_t) a1 *b1;
-
-          a2 = *pIn1++;
-          a3 = *pIn1++;
-
-          b3 = *pIn2;
-          pIn2 += numColsB;
-
-          sum += (q63_t) a2 *b2;
-          sum += (q63_t) a3 *b3;
-
-          /* Decrement the loop counter */
-          colCnt--;
-        }
-
-        /* If the columns of pSrcA is not a multiple of 4, compute any remaining output samples here.    
-         ** No loop unrolling is used. */
-        colCnt = numColsA % 0x4u;
-
-        while(colCnt > 0u)
-        {
-          /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */
-          /* Perform the multiply-accumulates */
-          sum += (q63_t) * pIn1++ * *pIn2;
-          pIn2 += numColsB;
-
-          /* Decrement the loop counter */
-          colCnt--;
-        }
-
-        /* Convert the result from 2.62 to 1.31 format and store in destination buffer */
-        *px++ = (q31_t) (sum >> 31);
-
-        /* Update the pointer pIn2 to point to the  starting address of the next column */
-        j++;
-        pIn2 = (pSrcB->pData) + j;
-
-        /* Decrement the column loop counter */
-        col--;
-
-      } while(col > 0u);
-
-#else
-
-  /* Run the below code for Cortex-M0 */
-
-  q31_t *pInB = pSrcB->pData;                    /* input data matrix pointer B */
-  uint16_t col, i = 0u, row = numRowsA, colCnt;  /* loop counters */
-  arm_status status;                             /* status of matrix multiplication */
-
-
-#ifdef ARM_MATH_MATRIX_CHECK
-
-  /* Check for matrix mismatch condition */
-  if((pSrcA->numCols != pSrcB->numRows) ||
-     (pSrcA->numRows != pDst->numRows) || (pSrcB->numCols != pDst->numCols))
-  {
-    /* Set status as ARM_MATH_SIZE_MISMATCH */
-    status = ARM_MATH_SIZE_MISMATCH;
-  }
-  else
-#endif /*    #ifdef ARM_MATH_MATRIX_CHECK    */
-
-  {
-    /* The following loop performs the dot-product of each row in pSrcA with each column in pSrcB */
-    /* row loop */
-    do
-    {
-      /* Output pointer is set to starting address of the row being processed */
-      px = pOut + i;
-
-      /* For every row wise process, the column loop counter is to be initiated */
-      col = numColsB;
-
-      /* For every row wise process, the pIn2 pointer is set          
-       ** to the starting address of the pSrcB data */
-      pIn2 = pSrcB->pData;
-
-      /* column loop */
-      do
-      {
-        /* Set the variable sum, that acts as accumulator, to zero */
-        sum = 0;
-
-        /* Initiate the pointer pIn1 to point to the starting address of pInA */
-        pIn1 = pInA;
-
-        /* Matrix A columns number of MAC operations are to be performed */
-        colCnt = numColsA;
-
-        /* matrix multiplication */
-        while(colCnt > 0u)
-        {
-          /* c(m,n) = a(1,1)*b(1,1) + a(1,2) * b(2,1) + .... + a(m,p)*b(p,n) */
-          /* Perform the multiply-accumulates */
-          sum += (q63_t) * pIn1++ * *pIn2;
-          pIn2 += numColsB;
-
-          /* Decrement the loop counter */
-          colCnt--;
-        }
-
-        /* Convert the result from 2.62 to 1.31 format and store in destination buffer */
-        *px++ = (q31_t) (sum >> 31);
-
-        /* Decrement the column loop counter */
-        col--;
-
-        /* Update the pointer pIn2 to point to the  starting address of the next column */
-        pIn2 = pInB + (numColsB - col);
-
-      } while(col > 0u);
-
-#endif
-
-      /* Update the pointer pInA to point to the  starting address of the next row */
-      i = i + numColsB;
-      pInA = pInA + numColsA;
-
-      /* Decrement the row loop counter */
-      row--;
-
-    } while(row > 0u);
-
-    /* set status as ARM_MATH_SUCCESS */
-    status = ARM_MATH_SUCCESS;
-  }
-  /* Return to application */
-  return (status);
-}
-
-/**    
- * @} end of MatrixMult group    
- */