main
pecp45i32 8 months ago
parent 0d8aba77ff
commit f18342dbd1

68
step3

@ -0,0 +1,68 @@
#include <stdio.h>
#include <time.h>
#include <arm_neon.h>
float inputImage[5][5] = {
{1, 2, 3, 4, 5},
{6, 7, 8, 9, 10},
{11, 12, 13, 14, 15},
{16, 17, 18, 19, 20},
{21, 22, 23, 24, 25}
};
float kx[3] = { 1.0f / 4, 2.0f / 4, 1.0f / 4 };
float ky[3] = { 1.0f / 4, 2.0f / 4, 1.0f / 4 };
float buf[3][3] = { 0 };
void applySeparableGaussianBlurNEON(float src[][5], float dst[][5], float kx[], float ky[]) {
float32x4_t kx_vec = vld1q_f32(kx);
float32x4_t ky_vec = vld1q_f32(ky);
for (int i = 1; i < 3; ++i) {
for (int j = 0; j < 3; j += 4) {
float32x4_t left = vld1q_f32(&src[i - 1][j + 1]);
float32x4_t center = vld1q_f32(&src[i][j + 1]);
float32x4_t right = vld1q_f32(&src[i + 1][j + 1]);
float32x4_t result_left = vmulq_f32(left, kx_vec);
float32x4_t result_center = vmulq_f32(center, kx_vec);
float32x4_t result_right = vmulq_f32(right, kx_vec);
float32x4_t total_result = vaddq_f32(result_left, result_center);
total_result = vaddq_f32(total_result, result_right);
vst1q_f32(&buf[i][j], total_result);
}
}
for (int i = 0; i < 3; ++i) {
for (int j = 1; j < 3; j++) {
float32x4_t buf_data = vld1q_f32(&buf[i][j - 1]);
float32x4_t result = vmulq_f32(buf_data, ky_vec);
vst1q_f32(&dst[i + 1][j + 1], result);
}
}
}
int main() {
float outputImage[5][5] = {0};
clock_t start, end;
start = clock();
applySeparableGaussianBlurNEON(inputImage, outputImage, kx, ky);
end = clock();
double timeSpent = (double)(end - start) / CLOCKS_PER_SEC;
for (int i = 0; i < 5; i++) {
for (int j = 0; j < 5; j++) {
printf("%.6f ", outputImage[i][j]);
}
printf("\n");
}
printf("Time spent: %.6f seconds\n", timeSpent);
return 0;
}
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