Add task1_pro.cpp

task1_pro.cpp

@@ -0,0 +1,68 @@
+#include <stdio.h>
+#include <ctime>
+#include <stdlib.h>
+#include <arm_neon.h>
+
+#define H 5
+#define W 5
+
+void applyGaussianBlur(float src[H][W], float dst[H][W], int h, int w, float kernel[3][3]) {
+    // 将卷积核的值加载到 NEON 寄存器中
+    float32x4_t k0 = vdupq_n_f32(kernel[0][0] * kernel[1][1] * kernel[2][2]);
+    float32x4_t k1 = vdupq_n_f32(kernel[0][1] * kernel[1][1] * kernel[2][1]);
+    float32x4_t k2 = vdupq_n_f32(kernel[0][2] * kernel[1][1] * kernel[2][0]);
+
+    for (int i = 1; i < h - 1; ++i) {
+        for (int j = 1; j <= w - 3; j += 4) { // 每次处理4个像素
+            // 加载src中的像素到NEON寄存器
+            float32x4_t top = vld1q_f32(&src[i-1][j-1]);
+            float32x4_t mid = vld1q_f32(&src[i][j-1]);
+            float32x4_t bot = vld1q_f32(&src[i+1][j-1]);
+
+            // 执行卷积操作
+            float32x4_t result = vmulq_f32(top, k0); // top-left
+            result = vmlaq_f32(result, vextq_f32(top, top, 1), k1); // top
+            result = vmlaq_f32(result, vextq_f32(top, top, 2), k2); // top-right
+            result = vmlaq_f32(result, mid, k1); // mid
+            result = vmlaq_f32(result, vextq_f32(mid, mid, 1), k1); // mid-right
+            result = vmlaq_f32(result, bot, k0); // bot-left
+            result = vmlaq_f32(result, vextq_f32(bot, bot, 1), k1); // bot
+            result = vmlaq_f32(result, vextq_f32(bot, bot, 2), k2); // bot-right
+
+            // 存储结果到dst
+            vst1q_f32(&dst[i][j], result);
+        }
+    }
+}
+
+int main() {
+    float inputImage[H][W] = {0};
+    float dst[H][W] = {0};
+    float kernel[3][3] = {
+        {1.0f/16, 2.0f/16, 1.0f/16},
+        {2.0f/16, 4.0f/16, 2.0f/16},
+        {1.0f/16, 2.0f/16, 1.0f/16}
+    };
+
+    // Initialize inputImage with some values
+    for (int i = 0; i < H; i++) {
+        for (int j = 0; j < W; j++) {
+            inputImage[i][j] = i * W + j;
+        }
+    }
+
+    clock_t start = clock();
+    applyGaussianBlur(inputImage, dst, H, W, kernel);
+    clock_t end = clock();
+    double time_spent = double(end - start) / CLOCKS_PER_SEC;
+    printf("运行时间：%lf秒\ndst矩阵结果为\n", time_spent);
+
+    for (int i = 0; i < H; i++) {
+        for (int j = 0; j < W; j++) {
+            printf("%f ", dst[i][j]);
+        }
+        printf("\n");
+    }
+
+    return 0;
+}