imageprocessing/AVX2_YuTu_sobel5x5KernelAlign_random3x3KernelAlignInt_CONSTANT_PADDING.json

2025-10-13 07:43:23 UTC

AVX2_YuTu_sobel5x5KernelAlign_random3x3KernelAlignInt_CONSTANT_PADDING.json

NameTime (ms)CPU (ms)Iterations
Eigen_Convolve2D/112.112.156
MLIR_Conv2D/130.630.623
Buddy_Conv2D/11.31.3568
Buddy_Corr2D_Constant_Padding/12.472.47282
OpenCV_Filter2D_Constant_Padding/14.334.33162
Buddy_Resize2D_Nearest_Neighbour_Interpolation/10.1490.1494,700
Buddy_Resize2D_Bilinear_Interpolation/10.2750.2752,552
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/10.006970.00697100,337
OpenCV_Resize2D_Bilinear_Interpolation/10.0150.01546,773
Buddy_Erosion2D_Constant_Padding/10.3120.3122,050
Buddy_Dilation2D_Constant_Padding/10.2910.2912,432
Buddy_Opening2D_Constant_Padding/10.5890.5891,079
Buddy_Closing2D_Constant_Padding/10.5720.5721,200
Buddy_TopHat2D_Constant_Padding/10.9630.963693
Buddy_BottomHat2D_Constant_Padding/10.9450.945720
OpenCV_Erode2D_Constant_Padding/10.1440.1444,811
OpenCV_Opening2D_Constant_Padding/10.2320.2323,023
OpenCV_Closing2D_Constant_Padding/10.2290.2293,090
OpenCV_TopHat2D_Constant_Padding/10.270.272,569
OpenCV_BottomHat2D_Constant_Padding/10.2680.2682,579
OpenCV_MorphGrad2D_Constant_Padding/10.2650.2652,657
OpenCV_Dilate2D_Constant_Padding/10.1420.1424,921
Console output
2025-09-07T14:26:37+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: 3.28, 3.60, 4.57
***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                                      12.1 ms         12.1 ms           56
MLIR_Conv2D/1                                           30.6 ms         30.6 ms           23
Buddy_Conv2D/1                                          1.30 ms         1.30 ms          568
Buddy_Corr2D_Constant_Padding/1                         2.47 ms         2.47 ms          282
OpenCV_Filter2D_Constant_Padding/1                      4.33 ms         4.33 ms          162
Buddy_Resize2D_Nearest_Neighbour_Interpolation/1       0.149 ms        0.149 ms         4700
Buddy_Resize2D_Bilinear_Interpolation/1                0.275 ms        0.275 ms         2552
OpenCV_Resize2D_Nearest_Neighbour_Interpolation/1      0.007 ms        0.007 ms       100337
OpenCV_Resize2D_Bilinear_Interpolation/1               0.015 ms        0.015 ms        46773
Buddy_Erosion2D_Constant_Padding/1                     0.312 ms        0.312 ms         2050
Buddy_Dilation2D_Constant_Padding/1                    0.291 ms        0.291 ms         2432
Buddy_Opening2D_Constant_Padding/1                     0.589 ms        0.589 ms         1079
Buddy_Closing2D_Constant_Padding/1                     0.572 ms        0.572 ms         1200
Buddy_TopHat2D_Constant_Padding/1                      0.963 ms        0.963 ms          693
Buddy_BottomHat2D_Constant_Padding/1                   0.945 ms        0.945 ms          720
OpenCV_Erode2D_Constant_Padding/1                      0.144 ms        0.144 ms         4811
OpenCV_Opening2D_Constant_Padding/1                    0.232 ms        0.232 ms         3023
OpenCV_Closing2D_Constant_Padding/1                    0.229 ms        0.229 ms         3090
OpenCV_TopHat2D_Constant_Padding/1                     0.270 ms        0.270 ms         2569
OpenCV_BottomHat2D_Constant_Padding/1                  0.268 ms        0.268 ms         2579
OpenCV_MorphGrad2D_Constant_Padding/1                  0.265 ms        0.265 ms         2657
OpenCV_Dilate2D_Constant_Padding/1                     0.142 ms        0.142 ms         4921
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