From b0613cfd234abc133f08cb834ae7a2960a2498ca Mon Sep 17 00:00:00 2001
From: pmfsq5yrv <1159971203@qq.com>
Date: Sat, 23 Nov 2024 16:11:23 +0800
Subject: [PATCH] ADD file via upload

---
 Yang/4.c | 75 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 75 insertions(+)
 create mode 100644 Yang/4.c

diff --git a/Yang/4.c b/Yang/4.c
new file mode 100644
index 0000000..0045c76
--- /dev/null
+++ b/Yang/4.c
@@ -0,0 +1,75 @@
+#include <arm_neon.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <time.h>
+
+#define SIZE 1024
+
+void matmul(float** A, float** B, float** C, int n) {
+    int i, j, k;
+    for (i = 0; i < n; ++i) {
+        for (j = 0; j < n; ++j) {
+            C[i][j] = 0;
+            for (k = 0; k < n; ++k) {
+                C[i][j] += A[i][k] * B[k][j];
+            }
+        }
+    }
+}
+
+void matmulNEON(float** A, float** B, float** C, int n) {
+    for (int i = 0; i < n; i++) {
+        for (int j = 0; j < n; j++) {
+            float32x4_t vecC = vmovq_n_f32(0); 
+            for (int k = 0; k < n; k += 4) {  
+                float32x4_t vecA = vld1q_f32(&A[i][k]);
+                float32x4_t vecB = vld1q_f32(&B[k][j]);
+                vecC = vmlaq_f32(vecC, vecA, vecB);  
+            }
+            C[i][j] = vgetq_lane_f32(vecC, 0) + vgetq_lane_f32(vecC, 1) +
+                       vgetq_lane_f32(vecC, 2) + vgetq_lane_f32(vecC, 3);
+        }
+    }
+}
+
+int main() {
+    float** A = (float**)malloc(SIZE * sizeof(float*));
+    float** B = (float**)malloc(SIZE * sizeof(float*));
+    float** C = (float**)malloc(SIZE * sizeof(float*));
+    int i, j;
+    for (i = 0; i < SIZE; ++i) {
+        A[i] = (float*)malloc(SIZE * sizeof(float));
+        B[i] = (float*)malloc(SIZE * sizeof(float));
+        C[i] = (float*)malloc(SIZE * sizeof(float));
+    }
+
+    srand(time(0));
+    for (i = 0; i < SIZE; ++i) {
+        for (j = 0; j < SIZE; ++j) {
+            A[i][j] = rand() % 100; 
+            B[i][j] = rand() % 100; 
+        }
+    }
+    clock_t start1 = clock();
+    matmul(A, B, C, SIZE);
+    clock_t end1 = clock();
+    double time1 = (double)(end1 - start1) / CLOCKS_PER_SEC;
+    printf("tradition %f\n", time1);
+
+    clock_t start2 = clock();
+    matmulNEON(A, B, C, SIZE);
+    clock_t end2 = clock();
+    double time2 = (double)(end2 - start2) / CLOCKS_PER_SEC;
+    printf("NEON %f\n", time2);
+
+    for (i = 0; i < SIZE; i++) {
+        free(A[i]);
+        free(B[i]);
+        free(C[i]);
+    }
+    free(A);
+    free(B);
+    free(C);
+
+    return 0;
+}
\ No newline at end of file