imageprocessing/AVX2_YuTu_sobel3x3KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

2025-10-13 07:43:23 UTC

AVX2_YuTu_sobel3x3KernelAlign_random3x3KernelAlignInt_REPLICATE_PADDING.json

NameTime (ms)CPU (ms)Iterations
Eigen_Convolve2D/15.115.11121
MLIR_Conv2D/17.617.6193
Buddy_Conv2D/10.3280.3282,123
Buddy_Corr2D_Constant_Padding/10.8640.864817
OpenCV_Filter2D_Constant_Padding/11.311.31533
Buddy_Resize2D_Nearest_Neighbour_Interpolation/10.1490.1494,732
Buddy_Resize2D_Bilinear_Interpolation/10.2740.2742,557
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/10.006930.00693101,042
OpenCV_Resize2D_Bilinear_Interpolation/10.01460.014647,868
Buddy_Erosion2D_Constant_Padding/10.2850.2852,430
Buddy_Dilation2D_Constant_Padding/10.3150.3152,094
Buddy_Opening2D_Constant_Padding/10.5790.5791,014
Buddy_Closing2D_Constant_Padding/10.5610.5611,111
Buddy_TopHat2D_Constant_Padding/10.9740.974716
Buddy_BottomHat2D_Constant_Padding/10.9880.988685
OpenCV_Erode2D_Constant_Padding/10.1440.1444,300
OpenCV_Opening2D_Constant_Padding/10.2290.2293,063
OpenCV_Closing2D_Constant_Padding/10.2290.2293,071
OpenCV_TopHat2D_Constant_Padding/10.2640.2642,523
OpenCV_BottomHat2D_Constant_Padding/10.2640.2642,656
OpenCV_MorphGrad2D_Constant_Padding/10.2640.2642,657
OpenCV_Dilate2D_Constant_Padding/10.1420.1424,948
Console output
2025-09-07T14:26:14+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: 3.39, 3.64, 4.61
***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                                      5.11 ms         5.11 ms          121
MLIR_Conv2D/1                                           7.61 ms         7.61 ms           93
Buddy_Conv2D/1                                         0.328 ms        0.328 ms         2123
Buddy_Corr2D_Constant_Padding/1                        0.864 ms        0.864 ms          817
OpenCV_Filter2D_Constant_Padding/1                      1.31 ms         1.31 ms          533
Buddy_Resize2D_Nearest_Neighbour_Interpolation/1       0.149 ms        0.149 ms         4732
Buddy_Resize2D_Bilinear_Interpolation/1                0.274 ms        0.274 ms         2557
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/1      0.007 ms        0.007 ms       101042
OpenCV_Resize2D_Bilinear_Interpolation/1               0.015 ms        0.015 ms        47868
Buddy_Erosion2D_Constant_Padding/1                     0.285 ms        0.285 ms         2430
Buddy_Dilation2D_Constant_Padding/1                    0.315 ms        0.315 ms         2094
Buddy_Opening2D_Constant_Padding/1                     0.579 ms        0.579 ms         1014
Buddy_Closing2D_Constant_Padding/1                     0.561 ms        0.561 ms         1111
Buddy_TopHat2D_Constant_Padding/1                      0.974 ms        0.974 ms          716
Buddy_BottomHat2D_Constant_Padding/1                   0.988 ms        0.988 ms          685
OpenCV_Erode2D_Constant_Padding/1                      0.144 ms        0.144 ms         4300
OpenCV_Opening2D_Constant_Padding/1                    0.229 ms        0.229 ms         3063
OpenCV_Closing2D_Constant_Padding/1                    0.229 ms        0.229 ms         3071
OpenCV_TopHat2D_Constant_Padding/1                     0.264 ms        0.264 ms         2523
OpenCV_BottomHat2D_Constant_Padding/1                  0.264 ms        0.264 ms         2656
OpenCV_MorphGrad2D_Constant_Padding/1                  0.264 ms        0.264 ms         2657
OpenCV_Dilate2D_Constant_Padding/1                     0.142 ms        0.142 ms         4948
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