imageprocessing/AVX2_YuTu_sobel7x7KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

2025-10-13 07:43:23 UTC

AVX2_YuTu_sobel7x7KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

NameTime (ms)CPU (ms)Iterations
Eigen_Convolve2D/122.522.531
MLIR_Conv2D/170.370.310
Buddy_Conv2D/12.322.32304
Buddy_Corr2D_Constant_Padding/14.864.86144
OpenCV_Filter2D_Constant_Padding/18.988.9878
Buddy_Resize2D_Nearest_Neighbour_Interpolation/10.1480.1484,740
Buddy_Resize2D_Bilinear_Interpolation/10.2730.2732,579
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/10.00690.0069101,192
OpenCV_Resize2D_Bilinear_Interpolation/10.01470.014747,570
Buddy_Erosion2D_Constant_Padding/10.3080.3082,503
Buddy_Dilation2D_Constant_Padding/10.2920.2922,313
Buddy_Opening2D_Constant_Padding/10.5030.5031,118
Buddy_Closing2D_Constant_Padding/10.4710.4711,097
Buddy_TopHat2D_Constant_Padding/10.9440.944739
Buddy_BottomHat2D_Constant_Padding/10.9390.939700
OpenCV_Erode2D_Constant_Padding/10.1450.1454,835
OpenCV_Opening2D_Constant_Padding/10.2340.2343,096
OpenCV_Closing2D_Constant_Padding/10.2260.2263,103
OpenCV_TopHat2D_Constant_Padding/10.2630.2632,686
OpenCV_BottomHat2D_Constant_Padding/10.2640.2642,642
OpenCV_MorphGrad2D_Constant_Padding/10.2620.2622,681
OpenCV_Dilate2D_Constant_Padding/10.1420.1424,948
Console output
2025-09-07T14:27:51+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: 3.14, 3.49, 4.46
***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                                      22.5 ms         22.5 ms           31
MLIR_Conv2D/1                                           70.3 ms         70.3 ms           10
Buddy_Conv2D/1                                          2.32 ms         2.32 ms          304
Buddy_Corr2D_Constant_Padding/1                         4.86 ms         4.86 ms          144
OpenCV_Filter2D_Constant_Padding/1                      8.98 ms         8.98 ms           78
Buddy_Resize2D_Nearest_Neighbour_Interpolation/1       0.148 ms        0.148 ms         4740
Buddy_Resize2D_Bilinear_Interpolation/1                0.273 ms        0.273 ms         2579
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/1      0.007 ms        0.007 ms       101192
OpenCV_Resize2D_Bilinear_Interpolation/1               0.015 ms        0.015 ms        47570
Buddy_Erosion2D_Constant_Padding/1                     0.308 ms        0.308 ms         2503
Buddy_Dilation2D_Constant_Padding/1                    0.292 ms        0.292 ms         2313
Buddy_Opening2D_Constant_Padding/1                     0.503 ms        0.503 ms         1118
Buddy_Closing2D_Constant_Padding/1                     0.471 ms        0.471 ms         1097
Buddy_TopHat2D_Constant_Padding/1                      0.944 ms        0.944 ms          739
Buddy_BottomHat2D_Constant_Padding/1                   0.939 ms        0.939 ms          700
OpenCV_Erode2D_Constant_Padding/1                      0.145 ms        0.145 ms         4835
OpenCV_Opening2D_Constant_Padding/1                    0.234 ms        0.234 ms         3096
OpenCV_Closing2D_Constant_Padding/1                    0.226 ms        0.226 ms         3103
OpenCV_TopHat2D_Constant_Padding/1                     0.263 ms        0.263 ms         2686
OpenCV_BottomHat2D_Constant_Padding/1                  0.264 ms        0.264 ms         2642
OpenCV_MorphGrad2D_Constant_Padding/1                  0.262 ms        0.262 ms         2681
OpenCV_Dilate2D_Constant_Padding/1                     0.142 ms        0.142 ms         4948
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