所以这很奇怪..我正在使用 Halide ( https://github.com/halide/Halide/ ),但我得到的错误是 C++ 相关的。当我运行我得到的代码时
*** glibc detected *** ./lesson_04: malloc(): memory corruption: 0x0000000000a36640 ***
它还打印“realizing”,但不打印“blur initial”。当我通过等于 1.0 的 sigma 但不适用于 2.0 或 3.0 时,它可以工作。这是一段较长的代码。更长的代码即使对于 1 也不起作用。我不明白一个值如何影响任何事情以及它在哪里卡住。有什么帮助吗?谢谢
#include <Halide.h>
#include <stdio.h>
#include <math.h>
#include "armadillo"
using namespace arma;
using namespace Halide;
#include "../apps/support/image_io.h"
Image<float> calculateGaussian(double sigmaD){
int sigma=(int)sigmaD;
Image<float> convolution(sigma*6+1,sigma*6+1); float sum=0;
for (int i=-sigma*3; i<sigma*3+2; i++){
for (int j=-sigma*3; j<sigma*3+2; j++){
float r=std::sqrt(i*i+j*j);
convolution(i+sigma*3,j+sigma*3)=std::exp(-r*r/(2*sigma*sigma));
sum+=convolution(i+sigma*3,j+sigma*3);
}
}
for (int i=0; i<sigma*6+1; i++){
for (int j=0; j<sigma*6+1; j++){
convolution(i,j)/=sum;
}
}
return convolution;
}
Image<uint8_t> convolve(Image<uint8_t> im, Image<float> convolution){
RDom r(convolution);
int w=convolution.width(), h=convolution.height();
int W=im.width(), H=im.height();
Var x,y,c;
Func blur, input;
input(x, y,c) = im(clamp(x, 0, W-1), clamp(y, 0, H-1),c);
blur(x, y,c) = sum(cast<uint8_t>(convolution(r.x, r.y) * input(x + r.x - w/2, y + r.y - h/2,c)));
Image<uint8_t> out=blur.realize(im.width(),im.height(),im.channels());
return out;
}
Image<uint8_t> blurGaussian(Image<uint8_t> im, float sigma){
printf("blur initial");
Image<float> gaussian=calculateGaussian(sigma);
return convolve(im,gaussian);
}
int main(int argc, char **argv) {
Image<uint8_t> im1 = load<uint8_t>("../apps/images/stata-1.png");
Image<uint8_t> output;
printf("realizing \n");
output=blurGaussian(im1,3.0);
save(output, "blur.png");
printf("Success!\n");
return 0;
}