imageprocessing/AVX2_YuTu_sobel5x5KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

2025-10-13 07:43:23 UTC

AVX2_YuTu_sobel5x5KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

NameTime (ms)CPU (ms)Iterations
Eigen_Convolve2D/111.911.959
MLIR_Conv2D/130.530.523
Buddy_Conv2D/11.291.29562
Buddy_Corr2D_Constant_Padding/12.462.46284
OpenCV_Filter2D_Constant_Padding/14.294.29163
Buddy_Resize2D_Nearest_Neighbour_Interpolation/10.1480.1484,715
Buddy_Resize2D_Bilinear_Interpolation/10.2730.2732,576
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/10.006930.00693101,005
OpenCV_Resize2D_Bilinear_Interpolation/10.01460.014647,760
Buddy_Erosion2D_Constant_Padding/10.2780.2782,247
Buddy_Dilation2D_Constant_Padding/10.3310.3312,603
Buddy_Opening2D_Constant_Padding/10.5820.5821,077
Buddy_Closing2D_Constant_Padding/10.5690.5691,171
Buddy_TopHat2D_Constant_Padding/10.9530.953737
Buddy_BottomHat2D_Constant_Padding/10.9470.947722
OpenCV_Erode2D_Constant_Padding/10.1440.1444,886
OpenCV_Opening2D_Constant_Padding/10.2350.2352,978
OpenCV_Closing2D_Constant_Padding/10.2330.2332,979
OpenCV_TopHat2D_Constant_Padding/10.2680.2682,603
OpenCV_BottomHat2D_Constant_Padding/10.2720.2722,574
OpenCV_MorphGrad2D_Constant_Padding/10.2670.2672,619
OpenCV_Dilate2D_Constant_Padding/10.1410.1414,960
Console output
2025-09-07T14:27:01+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: 3.32, 3.58, 4.54
***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                                      11.9 ms         11.9 ms           59
MLIR_Conv2D/1                                           30.5 ms         30.5 ms           23
Buddy_Conv2D/1                                          1.29 ms         1.29 ms          562
Buddy_Corr2D_Constant_Padding/1                         2.46 ms         2.46 ms          284
OpenCV_Filter2D_Constant_Padding/1                      4.29 ms         4.29 ms          163
Buddy_Resize2D_Nearest_Neighbour_Interpolation/1       0.148 ms        0.148 ms         4715
Buddy_Resize2D_Bilinear_Interpolation/1                0.273 ms        0.273 ms         2576
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/1      0.007 ms        0.007 ms       101005
OpenCV_Resize2D_Bilinear_Interpolation/1               0.015 ms        0.015 ms        47760
Buddy_Erosion2D_Constant_Padding/1                     0.278 ms        0.278 ms         2247
Buddy_Dilation2D_Constant_Padding/1                    0.331 ms        0.331 ms         2603
Buddy_Opening2D_Constant_Padding/1                     0.582 ms        0.582 ms         1077
Buddy_Closing2D_Constant_Padding/1                     0.569 ms        0.569 ms         1171
Buddy_TopHat2D_Constant_Padding/1                      0.953 ms        0.953 ms          737
Buddy_BottomHat2D_Constant_Padding/1                   0.947 ms        0.947 ms          722
OpenCV_Erode2D_Constant_Padding/1                      0.144 ms        0.144 ms         4886
OpenCV_Opening2D_Constant_Padding/1                    0.235 ms        0.235 ms         2978
OpenCV_Closing2D_Constant_Padding/1                    0.233 ms        0.233 ms         2979
OpenCV_TopHat2D_Constant_Padding/1                     0.268 ms        0.268 ms         2603
OpenCV_BottomHat2D_Constant_Padding/1                  0.272 ms        0.272 ms         2574
OpenCV_MorphGrad2D_Constant_Padding/1                  0.267 ms        0.267 ms         2619
OpenCV_Dilate2D_Constant_Padding/1                     0.141 ms        0.141 ms         4960
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