imageprocessing/AVX2_YuTu_sobel9x9KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

2025-10-13 07:43:23 UTC

AVX2_YuTu_sobel9x9KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

NameTime (ms)CPU (ms)Iterations
Eigen_Convolve2D/136.136.119
MLIR_Conv2D/11231236
Buddy_Conv2D/14.014.01174
Buddy_Corr2D_Constant_Padding/18.098.0986
OpenCV_Filter2D_Constant_Padding/16.026.02116
Buddy_Resize2D_Nearest_Neighbour_Interpolation/10.1480.1484,751
Buddy_Resize2D_Bilinear_Interpolation/10.2740.2742,581
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/10.006920.00692101,075
OpenCV_Resize2D_Bilinear_Interpolation/10.01460.014647,881
Buddy_Erosion2D_Constant_Padding/10.3040.3042,510
Buddy_Dilation2D_Constant_Padding/10.2650.2652,091
Buddy_Opening2D_Constant_Padding/10.4780.4781,262
Buddy_Closing2D_Constant_Padding/10.490.4891,152
Buddy_TopHat2D_Constant_Padding/10.9250.925713
Buddy_BottomHat2D_Constant_Padding/10.9280.928733
OpenCV_Erode2D_Constant_Padding/10.1410.1414,956
OpenCV_Opening2D_Constant_Padding/10.2260.2263,097
OpenCV_Closing2D_Constant_Padding/10.2280.2283,063
OpenCV_TopHat2D_Constant_Padding/10.2640.2642,628
OpenCV_BottomHat2D_Constant_Padding/10.2660.2662,623
OpenCV_MorphGrad2D_Constant_Padding/10.2610.2612,690
OpenCV_Dilate2D_Constant_Padding/10.1410.1414,952
Console output
2025-09-07T14:28:38+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: 3.06, 3.42, 4.39
***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                                      36.1 ms         36.1 ms           19
MLIR_Conv2D/1                                            123 ms          123 ms            6
Buddy_Conv2D/1                                          4.01 ms         4.01 ms          174
Buddy_Corr2D_Constant_Padding/1                         8.09 ms         8.09 ms           86
OpenCV_Filter2D_Constant_Padding/1                      6.02 ms         6.02 ms          116
Buddy_Resize2D_Nearest_Neighbour_Interpolation/1       0.148 ms        0.148 ms         4751
Buddy_Resize2D_Bilinear_Interpolation/1                0.274 ms        0.274 ms         2581
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/1      0.007 ms        0.007 ms       101075
OpenCV_Resize2D_Bilinear_Interpolation/1               0.015 ms        0.015 ms        47881
Buddy_Erosion2D_Constant_Padding/1                     0.304 ms        0.304 ms         2510
Buddy_Dilation2D_Constant_Padding/1                    0.265 ms        0.265 ms         2091
Buddy_Opening2D_Constant_Padding/1                     0.478 ms        0.478 ms         1262
Buddy_Closing2D_Constant_Padding/1                     0.490 ms        0.489 ms         1152
Buddy_TopHat2D_Constant_Padding/1                      0.925 ms        0.925 ms          713
Buddy_BottomHat2D_Constant_Padding/1                   0.928 ms        0.928 ms          733
OpenCV_Erode2D_Constant_Padding/1                      0.141 ms        0.141 ms         4956
OpenCV_Opening2D_Constant_Padding/1                    0.226 ms        0.226 ms         3097
OpenCV_Closing2D_Constant_Padding/1                    0.228 ms        0.228 ms         3063
OpenCV_TopHat2D_Constant_Padding/1                     0.264 ms        0.264 ms         2628
OpenCV_BottomHat2D_Constant_Padding/1                  0.266 ms        0.266 ms         2623
OpenCV_MorphGrad2D_Constant_Padding/1                  0.261 ms        0.261 ms         2690
OpenCV_Dilate2D_Constant_Padding/1                     0.141 ms        0.141 ms         4952
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