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0d8aba77ff
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#include <stdio.h>
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#include <time.h>
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#include <arm_neon.h>
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float inputImage[5][5] = {
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{1, 2, 3, 4, 5},
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{6, 7, 8, 9, 10},
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{11, 12, 13, 14, 15},
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{16, 17, 18, 19, 20},
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{21, 22, 23, 24, 25}
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};
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float kx[3] = { 1.0f / 4, 2.0f / 4, 1.0f / 4 };
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float ky[3] = { 1.0f / 4, 2.0f / 4, 1.0f / 4 };
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float buf[3][3] = { 0 };
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void applySeparableGaussianBlurNEON(float src[][5], float dst[][5], float kx[], float ky[]) {
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float32x4_t kx_vec = vld1q_f32(kx);
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float32x4_t ky_vec = vld1q_f32(ky);
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for (int i = 1; i < 3; ++i) {
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for (int j = 0; j < 3; j += 4) {
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float32x4_t left = vld1q_f32(&src[i - 1][j + 1]);
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float32x4_t center = vld1q_f32(&src[i][j + 1]);
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float32x4_t right = vld1q_f32(&src[i + 1][j + 1]);
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float32x4_t result_left = vmulq_f32(left, kx_vec);
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float32x4_t result_center = vmulq_f32(center, kx_vec);
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float32x4_t result_right = vmulq_f32(right, kx_vec);
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float32x4_t total_result = vaddq_f32(result_left, result_center);
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total_result = vaddq_f32(total_result, result_right);
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vst1q_f32(&buf[i][j], total_result);
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}
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}
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for (int i = 0; i < 3; ++i) {
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for (int j = 1; j < 3; j++) {
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float32x4_t buf_data = vld1q_f32(&buf[i][j - 1]);
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float32x4_t result = vmulq_f32(buf_data, ky_vec);
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vst1q_f32(&dst[i + 1][j + 1], result);
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}
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}
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}
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int main() {
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float outputImage[5][5] = {0};
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clock_t start, end;
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start = clock();
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applySeparableGaussianBlurNEON(inputImage, outputImage, kx, ky);
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end = clock();
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double timeSpent = (double)(end - start) / CLOCKS_PER_SEC;
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for (int i = 0; i < 5; i++) {
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for (int j = 0; j < 5; j++) {
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printf("%.6f ", outputImage[i][j]);
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}
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printf("\n");
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}
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printf("Time spent: %.6f seconds\n", timeSpent);
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return 0;
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}
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