imageprocessing/AVX2_YuTu_sobel7x7KernelAlign_random3x3KernelAlignInt_CONSTANT_PADDING.json

2025-10-13 07:43:23 UTC

AVX2_YuTu_sobel7x7KernelAlign_random3x3KernelAlignInt_CONSTANT_PADDING.json

NameTime (ms)CPU (ms)Iterations
Eigen_Convolve2D/122.622.631
MLIR_Conv2D/170.470.410
Buddy_Conv2D/12.362.36291
Buddy_Corr2D_Constant_Padding/14.844.84145
OpenCV_Filter2D_Constant_Padding/18.998.9978
Buddy_Resize2D_Nearest_Neighbour_Interpolation/10.1490.1494,732
Buddy_Resize2D_Bilinear_Interpolation/10.2770.2772,567
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/10.007180.00718100,753
OpenCV_Resize2D_Bilinear_Interpolation/10.01470.014747,612
Buddy_Erosion2D_Constant_Padding/10.3250.3252,204
Buddy_Dilation2D_Constant_Padding/10.3350.3352,109
Buddy_Opening2D_Constant_Padding/10.6090.6091,000
Buddy_Closing2D_Constant_Padding/10.5630.5631,056
Buddy_TopHat2D_Constant_Padding/11.011.01665
Buddy_BottomHat2D_Constant_Padding/10.9840.984687
OpenCV_Erode2D_Constant_Padding/10.1450.1454,827
OpenCV_Opening2D_Constant_Padding/10.2290.2293,090
OpenCV_Closing2D_Constant_Padding/10.2310.2313,038
OpenCV_TopHat2D_Constant_Padding/10.2670.2672,627
OpenCV_BottomHat2D_Constant_Padding/10.2670.2672,614
OpenCV_MorphGrad2D_Constant_Padding/10.2620.2622,680
OpenCV_Dilate2D_Constant_Padding/10.1410.1414,958
Console output
2025-09-07T14:27:26+00:00
Running ./bin/image-processing-benchmark
Run on (24 X 5100 MHz CPU s)
CPU Caches:
  L1 Data 48 KiB (x12)
  L1 Instruction 32 KiB (x12)
  L2 Unified 1280 KiB (x12)
  L3 Unified 30720 KiB (x1)
Load Average: 3.21, 3.54, 4.50
***WARNING*** CPU scaling is enabled, the benchmark real time measurements may be noisy and will incur extra overhead.
--------------------------------------------------------------------------------------------
Benchmark                                                  Time             CPU   Iterations
--------------------------------------------------------------------------------------------
Eigen_Convolve2D/1                                      22.6 ms         22.6 ms           31
MLIR_Conv2D/1                                           70.4 ms         70.4 ms           10
Buddy_Conv2D/1                                          2.36 ms         2.36 ms          291
Buddy_Corr2D_Constant_Padding/1                         4.84 ms         4.84 ms          145
OpenCV_Filter2D_Constant_Padding/1                      8.99 ms         8.99 ms           78
Buddy_Resize2D_Nearest_Neighbour_Interpolation/1       0.149 ms        0.149 ms         4732
Buddy_Resize2D_Bilinear_Interpolation/1                0.277 ms        0.277 ms         2567
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/1      0.007 ms        0.007 ms       100753
OpenCV_Resize2D_Bilinear_Interpolation/1               0.015 ms        0.015 ms        47612
Buddy_Erosion2D_Constant_Padding/1                     0.325 ms        0.325 ms         2204
Buddy_Dilation2D_Constant_Padding/1                    0.335 ms        0.335 ms         2109
Buddy_Opening2D_Constant_Padding/1                     0.609 ms        0.609 ms         1000
Buddy_Closing2D_Constant_Padding/1                     0.563 ms        0.563 ms         1056
Buddy_TopHat2D_Constant_Padding/1                       1.01 ms         1.01 ms          665
Buddy_BottomHat2D_Constant_Padding/1                   0.984 ms        0.984 ms          687
OpenCV_Erode2D_Constant_Padding/1                      0.145 ms        0.145 ms         4827
OpenCV_Opening2D_Constant_Padding/1                    0.229 ms        0.229 ms         3090
OpenCV_Closing2D_Constant_Padding/1                    0.231 ms        0.231 ms         3038
OpenCV_TopHat2D_Constant_Padding/1                     0.267 ms        0.267 ms         2627
OpenCV_BottomHat2D_Constant_Padding/1                  0.267 ms        0.267 ms         2614
OpenCV_MorphGrad2D_Constant_Padding/1                  0.262 ms        0.262 ms         2680
OpenCV_Dilate2D_Constant_Padding/1                     0.141 ms        0.141 ms         4958
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