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重用不同大小和维度的缓冲区

您可以重用具有不同大小和形状的矩阵的缓冲区。在配置参数对话框中,您可以通过选择重用不同大小和维度的缓冲区来启用此优化。这种优化节省了 RAM 和 ROM 的使用并提高了代码执行速度。

示例模型

模型 DifferentSizeReuse 包含不同大小和维度的信号。

model='DifferentSizeReuse';
open_system(model);

生成不带优化的代码

在配置参数对话框中,将重用不同大小和维度的缓冲区参数设置为 off,或在 MATLAB® 命令窗口中输入:

set_param('DifferentSizeReuse','DifferentSizesBufferReuse','off');

关闭注释并构建模型。

set_param('DifferentSizeReuse','GenerateComments','off');
slbuild('DifferentSizeReuse');
### Searching for referenced models in model 'DifferentSizeReuse'.
### Total of 1 models to build.
### Starting build procedure for: DifferentSizeReuse
### Successful completion of build procedure for: DifferentSizeReuse

Build Summary

Top model targets:

Model               Build Reason                                         Status                        Build Duration
=====================================================================================================================
DifferentSizeReuse  Information cache folder or artifacts were missing.  Code generated and compiled.  0h 0m 30.437s 

1 of 1 models built (0 models already up to date)
Build duration: 0h 0m 32.424s

查看未经优化的生成代码。D_Work 结构为:

hfile = fullfile('DifferentSizeReuse_ert_rtw',...
    'DifferentSizeReuse.h');
coder.example.extractLines(hfile,'typedef struct {','} D_Work',1,1);
typedef struct {
  real_T ComplextoRealImag_o1[16384];
  real_T ComplextoRealImag_o2[16384];
  real_T z[3969];
  real_T z_n[3969];
  real_T z_j[4032];
  real_T z_m[4032];
  real_T z_g[4096];
  real_T z_e[4096];
} D_Work;

DifferentSizeReuse.c 的部分是:

cfile = fullfile('DifferentSizeReuse_ert_rtw',...
    'DifferentSizeReuse.c');
coder.example.extractLines(cfile,'#include "DifferentSizeReuse.h"',...
    'void DifferentSizeReuse_initialize(void)',1,0);
#include "DifferentSizeReuse.h"
#include "rtwtypes.h"
#include <math.h>

D_Work rtDWork;
ExternalInputs rtU;
ExternalOutputs rtY;
static RT_MODEL rtM_;
RT_MODEL *const rtM = &rtM_;
static void Downsample(const real_T rtu_u[16384], real_T rty_z[4096]);
static void DeltaX(const real_T rtu_u[4096], real_T rty_z[4032]);
static void DeltaY(const real_T rtu_u[4032], real_T rty_z[3969]);
static void NoninplaceableSS1(void);
static void NoninplaceableSS2(void);
static void NoninplaceableSS3(void);
static void Downsample(const real_T rtu_u[16384], real_T rty_z[4096])
{
  int32_T tmp;
  int32_T tmp_0;
  int32_T tmp_1;
  int32_T x;
  int32_T y;
  for (x = 0; x < 64; x++) {
    for (y = 0; y < 64; y++) {
      tmp_0 = (y + 1) << 1;
      tmp_1 = (x + 1) << 1;
      tmp = ((tmp_0 - 2) << 7) + tmp_1;
      tmp_0 = ((tmp_0 - 1) << 7) + tmp_1;
      rty_z[x + (y << 6)] = (((rtu_u[tmp - 2] + rtu_u[tmp - 1]) + rtu_u[tmp_0 -
        2]) + rtu_u[tmp_0 - 1]) / 4.0;
    }
  }
}

static void NoninplaceableSS1(void)
{
  Downsample(rtDWork.ComplextoRealImag_o1, rtDWork.z_e);
  Downsample(rtDWork.ComplextoRealImag_o2, rtDWork.z_g);
}

static void DeltaX(const real_T rtu_u[4096], real_T rty_z[4032])
{
  int32_T tmp;
  int32_T x;
  int32_T y;
  for (x = 0; x < 63; x++) {
    for (y = 0; y < 64; y++) {
      tmp = (y << 6) + x;
      rty_z[x + 63 * y] = fabs(rtu_u[tmp] - rtu_u[tmp + 1]);
    }
  }
}

static void NoninplaceableSS2(void)
{
  DeltaX(rtDWork.z_e, rtDWork.z_m);
  DeltaX(rtDWork.z_g, rtDWork.z_j);
}

static void DeltaY(const real_T rtu_u[4032], real_T rty_z[3969])
{
  int32_T i;
  for (i = 0; i < 3969; i++) {
    rty_z[i] = fabs(rtu_u[i] - rtu_u[i + 63]);
  }
}

static void NoninplaceableSS3(void)
{
  DeltaY(rtDWork.z_m, rtDWork.z_n);
  DeltaY(rtDWork.z_j, rtDWork.z);
}

void DifferentSizeReuse_step(void)
{
  int32_T i;
  for (i = 0; i < 16384; i++) {
    rtDWork.ComplextoRealImag_o1[i] = rtU.ComplexData[i].re;
    rtDWork.ComplextoRealImag_o2[i] = rtU.ComplexData[i].im;
  }

  NoninplaceableSS1();
  NoninplaceableSS2();
  NoninplaceableSS3();
  for (i = 0; i < 3969; i++) {
    rtY.Out1[i].re = rtDWork.z_n[i];
    rtY.Out1[i].im = rtDWork.z[i];
  }
}

D_work 结构包含八个全局变量,用于保存 DownsampleDeltaXDeltaY 的输入和输出。这些变量的大小不同。

生成优化代码

  1. 在配置参数对话框中,验证是否选择了信号存储重用

  2. 重用不同大小和维度的缓冲区参数设置为 on,或在 MATLAB 命令窗口中输入:

set_param('DifferentSizeReuse','DifferentSizesBufferReuse','on');

编译模型。

set_param('DifferentSizeReuse','GenerateComments','off');
slbuild(model);
### Searching for referenced models in model 'DifferentSizeReuse'.
### Total of 1 models to build.
### Starting build procedure for: DifferentSizeReuse
### Successful completion of build procedure for: DifferentSizeReuse

Build Summary

Top model targets:

Model               Build Reason                     Status                        Build Duration
=================================================================================================
DifferentSizeReuse  Generated code was out of date.  Code generated and compiled.  0h 0m 12.018s 

1 of 1 models built (0 models already up to date)
Build duration: 0h 0m 12.51s

查看未经优化的生成代码。D_Work 结构为:

coder.example.extractLines(hfile,'typedef struct {','} D_Work',1,1);
typedef struct {
  real_T z[4096];
  real_T z_n[16384];
  real_T z_a[16384];
} D_Work;

DifferentSizeReuse.c 的部分是:

cfile = fullfile('DifferentSizeReuse_ert_rtw',...
    'DifferentSizeReuse.c');
coder.example.extractLines(cfile,'#include "DifferentSizeReuse.h"',...
    'void DifferentSizeReuse_initialize(void)',1,0);
#include "DifferentSizeReuse.h"
#include "rtwtypes.h"
#include <math.h>

D_Work rtDWork;
ExternalInputs rtU;
ExternalOutputs rtY;
static RT_MODEL rtM_;
RT_MODEL *const rtM = &rtM_;
static void Downsample(const real_T rtu_u[16384], real_T rty_z[4096]);
static void DeltaX(const real_T rtu_u[4096], real_T rty_z[4032]);
static void DeltaY(const real_T rtu_u[4032], real_T rty_z[3969]);
static void NoninplaceableSS1(void);
static void NoninplaceableSS2(void);
static void NoninplaceableSS3(void);
static void Downsample(const real_T rtu_u[16384], real_T rty_z[4096])
{
  int32_T tmp;
  int32_T tmp_0;
  int32_T tmp_1;
  int32_T x;
  int32_T y;
  for (x = 0; x < 64; x++) {
    for (y = 0; y < 64; y++) {
      tmp_0 = (y + 1) << 1;
      tmp_1 = (x + 1) << 1;
      tmp = ((tmp_0 - 2) << 7) + tmp_1;
      tmp_0 = ((tmp_0 - 1) << 7) + tmp_1;
      rty_z[x + (y << 6)] = (((rtu_u[tmp - 2] + rtu_u[tmp - 1]) + rtu_u[tmp_0 -
        2]) + rtu_u[tmp_0 - 1]) / 4.0;
    }
  }
}

static void NoninplaceableSS1(void)
{
  Downsample(rtDWork.z_n, rtDWork.z);
  Downsample(rtDWork.z_a, &rtDWork.z_n[0]);
}

static void DeltaX(const real_T rtu_u[4096], real_T rty_z[4032])
{
  int32_T tmp;
  int32_T x;
  int32_T y;
  for (x = 0; x < 63; x++) {
    for (y = 0; y < 64; y++) {
      tmp = (y << 6) + x;
      rty_z[x + 63 * y] = fabs(rtu_u[tmp] - rtu_u[tmp + 1]);
    }
  }
}

static void NoninplaceableSS2(void)
{
  DeltaX(rtDWork.z, &rtDWork.z_a[0]);
  DeltaX(&rtDWork.z_n[0], &rtDWork.z[0]);
}

static void DeltaY(const real_T rtu_u[4032], real_T rty_z[3969])
{
  int32_T i;
  for (i = 0; i < 3969; i++) {
    rty_z[i] = fabs(rtu_u[i] - rtu_u[i + 63]);
  }
}

static void NoninplaceableSS3(void)
{
  DeltaY(&rtDWork.z_a[0], &rtDWork.z_n[0]);
  DeltaY(&rtDWork.z[0], &rtDWork.z_a[0]);
}

void DifferentSizeReuse_step(void)
{
  int32_T i;
  for (i = 0; i < 16384; i++) {
    rtDWork.z_n[i] = rtU.ComplexData[i].re;
    rtDWork.z_a[i] = rtU.ComplexData[i].im;
  }

  NoninplaceableSS1();
  NoninplaceableSS2();
  NoninplaceableSS3();
  for (i = 0; i < 3969; i++) {
    rtY.Out1[i].re = rtDWork.z_n[i];
    rtY.Out1[i].im = rtDWork.z_a[i];
  }
}

D_work 结构现在包含三个全局变量而不是八个全局变量,用于保存 DownsampleDeltaXDeltaY 的输入和输出。生成的代码使用这些变量来保存不同大小的输入和输出。

关闭模型。

bdclose(model)

限制

  • 如果您使用 Reusable 自定义存储类来指定对具有不同大小和形状的信号进行重用,则必须选择重用不同大小和维度的缓冲区参数。否则,模型就无法建立。

  • 代码生成器不会用大小较小的、优先级较低的缓冲区替换缓冲区。

  • 代码生成器不会重用具有不同大小和符号维度的缓冲区。

另请参阅

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