Gnuplot not found, using plotters backend
Benchmarking grayscale_u8_rgb/256
Benchmarking grayscale_u8_rgb/256: Warming up for 500.00 ms
Benchmarking grayscale_u8_rgb/256: Collecting 20 samples in estimated 2.0007 s (25k iterations)
Benchmarking grayscale_u8_rgb/256: Analyzing
grayscale_u8_rgb/256    time:   [22.651 µs 27.715 µs 31.809 µs]
                        change: [-82.412% -80.333% -77.961%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 4 outliers among 20 measurements (20.00%)
  1 (5.00%) high mild
  3 (15.00%) high severe
Benchmarking grayscale_u8_rgb/512
Benchmarking grayscale_u8_rgb/512: Warming up for 500.00 ms
Benchmarking grayscale_u8_rgb/512: Collecting 20 samples in estimated 2.0340 s (6510 iterations)
Benchmarking grayscale_u8_rgb/512: Analyzing
grayscale_u8_rgb/512    time:   [87.443 µs 90.895 µs 94.567 µs]
                        change: [-85.123% -83.455% -81.797%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
Benchmarking grayscale_u8_rgb/1024
Benchmarking grayscale_u8_rgb/1024: Warming up for 500.00 ms
Benchmarking grayscale_u8_rgb/1024: Collecting 20 samples in estimated 2.0699 s (2940 iterations)
Benchmarking grayscale_u8_rgb/1024: Analyzing
grayscale_u8_rgb/1024   time:   [378.32 µs 392.54 µs 406.99 µs]
                        change: [-81.145% -80.055% -78.836%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) high mild
  1 (5.00%) high severe

Benchmarking grayscale_f32_rgb/256
Benchmarking grayscale_f32_rgb/256: Warming up for 500.00 ms
Benchmarking grayscale_f32_rgb/256: Collecting 20 samples in estimated 2.0062 s (15k iterations)
Benchmarking grayscale_f32_rgb/256: Analyzing
grayscale_f32_rgb/256   time:   [68.576 µs 70.852 µs 73.179 µs]
                        change: [-67.045% -64.858% -62.827%] (p = 0.00 < 0.05)
                        Performance has improved.
Benchmarking grayscale_f32_rgb/512
Benchmarking grayscale_f32_rgb/512: Warming up for 500.00 ms
Benchmarking grayscale_f32_rgb/512: Collecting 20 samples in estimated 2.0154 s (2940 iterations)
Benchmarking grayscale_f32_rgb/512: Analyzing
grayscale_f32_rgb/512   time:   [344.59 µs 365.74 µs 384.23 µs]
                        change: [-59.402% -57.140% -55.083%] (p = 0.00 < 0.05)
                        Performance has improved.
Benchmarking grayscale_f32_rgb/1024
Benchmarking grayscale_f32_rgb/1024: Warming up for 500.00 ms
Benchmarking grayscale_f32_rgb/1024: Collecting 20 samples in estimated 2.7635 s (420 iterations)
Benchmarking grayscale_f32_rgb/1024: Analyzing
grayscale_f32_rgb/1024  time:   [2.3684 ms 2.4673 ms 2.5598 ms]
                        change: [-43.820% -38.423% -31.821%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe

Benchmarking threshold_u8/256
Benchmarking threshold_u8/256: Warming up for 500.00 ms
Benchmarking threshold_u8/256: Collecting 20 samples in estimated 2.0011 s (177k iterations)
Benchmarking threshold_u8/256: Analyzing
threshold_u8/256        time:   [5.6275 µs 5.7698 µs 5.8958 µs]
                        change: [-48.679% -46.954% -45.077%] (p = 0.00 < 0.05)
                        Performance has improved.
Benchmarking threshold_u8/512
Benchmarking threshold_u8/512: Warming up for 500.00 ms
Benchmarking threshold_u8/512: Collecting 20 samples in estimated 2.0035 s (50k iterations)
Benchmarking threshold_u8/512: Analyzing
threshold_u8/512        time:   [22.010 µs 22.855 µs 23.696 µs]
                        change: [-43.108% -37.949% -32.487%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
Benchmarking threshold_u8/1024
Benchmarking threshold_u8/1024: Warming up for 500.00 ms
Benchmarking threshold_u8/1024: Collecting 20 samples in estimated 2.0473 s (9030 iterations)
Benchmarking threshold_u8/1024: Analyzing
threshold_u8/1024       time:   [136.64 µs 139.90 µs 142.79 µs]
                        change: [+2.7542% +9.9747% +17.039%] (p = 0.01 < 0.05)
                        Performance has regressed.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) low mild
  1 (5.00%) high severe

Benchmarking threshold_u8_cropped/256
Benchmarking threshold_u8_cropped/256: Warming up for 500.00 ms
Benchmarking threshold_u8_cropped/256: Collecting 20 samples in estimated 2.0017 s (131k iterations)
Benchmarking threshold_u8_cropped/256: Analyzing
threshold_u8_cropped/256
                        time:   [10.210 µs 10.926 µs 11.904 µs]
                        change: [-60.629% -57.340% -53.523%] (p = 0.00 < 0.05)
                        Performance has improved.
Benchmarking threshold_u8_cropped/512
Benchmarking threshold_u8_cropped/512: Warming up for 500.00 ms
Benchmarking threshold_u8_cropped/512: Collecting 20 samples in estimated 2.0040 s (49k iterations)
Benchmarking threshold_u8_cropped/512: Analyzing
threshold_u8_cropped/512
                        time:   [27.179 µs 28.830 µs 30.642 µs]
                        change: [-57.496% -55.056% -52.350%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 5 outliers among 20 measurements (25.00%)
  2 (10.00%) low mild
  1 (5.00%) high mild
  2 (10.00%) high severe
Benchmarking threshold_u8_cropped/1024
Benchmarking threshold_u8_cropped/1024: Warming up for 500.00 ms
Benchmarking threshold_u8_cropped/1024: Collecting 20 samples in estimated 2.0258 s (8190 iterations)
Benchmarking threshold_u8_cropped/1024: Analyzing
threshold_u8_cropped/1024
                        time:   [141.35 µs 144.80 µs 150.02 µs]
                        change: [-24.562% -18.452% -12.187%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild

Benchmarking cast_f32_to_u8/256
Benchmarking cast_f32_to_u8/256: Warming up for 500.00 ms
Benchmarking cast_f32_to_u8/256: Collecting 20 samples in estimated 2.0582 s (6510 iterations)
Benchmarking cast_f32_to_u8/256: Analyzing
cast_f32_to_u8/256      time:   [248.17 µs 257.18 µs 269.75 µs]
                        change: [-3.6694% +0.2195% +4.4003%] (p = 0.92 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe
Benchmarking cast_f32_to_u8/512
Benchmarking cast_f32_to_u8/512: Warming up for 500.00 ms
Benchmarking cast_f32_to_u8/512: Collecting 20 samples in estimated 2.0271 s (1470 iterations)
Benchmarking cast_f32_to_u8/512: Analyzing
cast_f32_to_u8/512      time:   [1.0062 ms 1.0357 ms 1.0696 ms]
                        change: [+3.1647% +5.3552% +7.8048%] (p = 0.00 < 0.05)
                        Performance has regressed.
Benchmarking cast_f32_to_u8/1024
Benchmarking cast_f32_to_u8/1024: Warming up for 500.00 ms
Benchmarking cast_f32_to_u8/1024: Collecting 20 samples in estimated 3.5894 s (420 iterations)
Benchmarking cast_f32_to_u8/1024: Analyzing
cast_f32_to_u8/1024     time:   [4.1632 ms 4.2886 ms 4.4185 ms]
                        change: [-4.0524% -1.6928% +0.9491%] (p = 0.20 > 0.05)
                        No change in performance detected.
Found 3 outliers among 20 measurements (15.00%)
  3 (15.00%) high mild

Benchmarking cast_u8_to_f32/256
Benchmarking cast_u8_to_f32/256: Warming up for 500.00 ms
Benchmarking cast_u8_to_f32/256: Collecting 20 samples in estimated 2.0123 s (31k iterations)
Benchmarking cast_u8_to_f32/256: Analyzing
cast_u8_to_f32/256      time:   [45.757 µs 47.220 µs 48.362 µs]
                        change: [-8.1868% +0.2723% +9.1641%] (p = 0.96 > 0.05)
                        No change in performance detected.
Benchmarking cast_u8_to_f32/512
Benchmarking cast_u8_to_f32/512: Warming up for 500.00 ms
Benchmarking cast_u8_to_f32/512: Collecting 20 samples in estimated 2.0388 s (7770 iterations)
Benchmarking cast_u8_to_f32/512: Analyzing
cast_u8_to_f32/512      time:   [182.50 µs 184.85 µs 187.16 µs]
                        change: [-0.5711% +1.2798% +3.1641%] (p = 0.22 > 0.05)
                        No change in performance detected.
Benchmarking cast_u8_to_f32/1024
Benchmarking cast_u8_to_f32/1024: Warming up for 500.00 ms
Benchmarking cast_u8_to_f32/1024: Collecting 20 samples in estimated 2.3230 s (1050 iterations)
Benchmarking cast_u8_to_f32/1024: Analyzing
cast_u8_to_f32/1024     time:   [1.6024 ms 1.6419 ms 1.6861 ms]
                        change: [-2.2074% +4.3347% +11.268%] (p = 0.21 > 0.05)
                        No change in performance detected.

Benchmarking invert_u8/256
Benchmarking invert_u8/256: Warming up for 500.00 ms
Benchmarking invert_u8/256: Collecting 20 samples in estimated 2.0038 s (104k iterations)
Benchmarking invert_u8/256: Analyzing
invert_u8/256           time:   [10.044 µs 10.535 µs 10.798 µs]
                        change: [-14.639% -2.5858% +10.031%] (p = 0.68 > 0.05)
                        No change in performance detected.
Benchmarking invert_u8/512
Benchmarking invert_u8/512: Warming up for 500.00 ms
Benchmarking invert_u8/512: Collecting 20 samples in estimated 2.0058 s (17k iterations)
Benchmarking invert_u8/512: Analyzing
invert_u8/512           time:   [64.546 µs 66.770 µs 69.409 µs]
                        change: [+2.0932% +6.1180% +10.417%] (p = 0.01 < 0.05)
                        Performance has regressed.
Benchmarking invert_u8/1024
Benchmarking invert_u8/1024: Warming up for 500.00 ms
Benchmarking invert_u8/1024: Collecting 20 samples in estimated 2.0225 s (3360 iterations)
Benchmarking invert_u8/1024: Analyzing
invert_u8/1024          time:   [294.77 µs 301.79 µs 311.07 µs]
                        change: [+2.6648% +9.2286% +16.197%] (p = 0.01 < 0.05)
                        Performance has regressed.

Benchmarking adjust_gamma_u8/256
Benchmarking adjust_gamma_u8/256: Warming up for 500.00 ms
Benchmarking adjust_gamma_u8/256: Collecting 20 samples in estimated 2.4200 s (1050 iterations)
Benchmarking adjust_gamma_u8/256: Analyzing
adjust_gamma_u8/256     time:   [2.1965 ms 2.2952 ms 2.4053 ms]
                        change: [-1.3357% +4.2172% +10.140%] (p = 0.16 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild
Benchmarking adjust_gamma_u8/512
Benchmarking adjust_gamma_u8/512: Warming up for 500.00 ms
Benchmarking adjust_gamma_u8/512: Collecting 20 samples in estimated 3.7364 s (420 iterations)
Benchmarking adjust_gamma_u8/512: Analyzing
adjust_gamma_u8/512     time:   [8.4697 ms 9.0017 ms 9.7109 ms]
                        change: [+0.9952% +6.5425% +12.302%] (p = 0.03 < 0.05)
                        Change within noise threshold.
Benchmarking adjust_gamma_u8/1024
Benchmarking adjust_gamma_u8/1024: Warming up for 500.00 ms
Benchmarking adjust_gamma_u8/1024: Collecting 20 samples in estimated 2.1486 s (40 iterations)
Benchmarking adjust_gamma_u8/1024: Analyzing
adjust_gamma_u8/1024    time:   [48.878 ms 50.046 ms 51.472 ms]
                        change: [-3.9888% +0.3701% +4.5934%] (p = 0.87 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild

Benchmarking normalize_preset_u8_to_f32/256
Benchmarking normalize_preset_u8_to_f32/256: Warming up for 500.00 ms
Benchmarking normalize_preset_u8_to_f32/256: Collecting 20 samples in estimated 2.1787 s (1050 iterations)
Benchmarking normalize_preset_u8_to_f32/256: Analyzing
normalize_preset_u8_to_f32/256
                        time:   [1.9520 ms 2.0335 ms 2.1298 ms]
                        change: [-10.925% +0.8730% +13.799%] (p = 0.90 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe
Benchmarking normalize_preset_u8_to_f32/512
Benchmarking normalize_preset_u8_to_f32/512: Warming up for 500.00 ms
Benchmarking normalize_preset_u8_to_f32/512: Collecting 20 samples in estimated 3.4928 s (420 iterations)
Benchmarking normalize_preset_u8_to_f32/512: Analyzing
normalize_preset_u8_to_f32/512
                        time:   [7.9976 ms 8.5737 ms 9.2785 ms]
                        change: [-15.079% -7.0478% +1.2386%] (p = 0.13 > 0.05)
                        No change in performance detected.
Benchmarking normalize_preset_u8_to_f32/1024
Benchmarking normalize_preset_u8_to_f32/1024: Warming up for 500.00 ms
Benchmarking normalize_preset_u8_to_f32/1024: Collecting 20 samples in estimated 2.9908 s (60 iterations)
Benchmarking normalize_preset_u8_to_f32/1024: Analyzing
normalize_preset_u8_to_f32/1024
                        time:   [43.762 ms 44.587 ms 45.892 ms]
                        change: [-19.248% -14.427% -9.3720%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) high mild
  1 (5.00%) high severe

Benchmarking fused_chain_u8/256
Benchmarking fused_chain_u8/256: Warming up for 500.00 ms
Benchmarking fused_chain_u8/256: Collecting 20 samples in estimated 2.0428 s (5460 iterations)
Benchmarking fused_chain_u8/256: Analyzing
fused_chain_u8/256      time:   [331.08 µs 338.48 µs 344.94 µs]
                        change: [-7.6526% -4.4147% -1.5470%] (p = 0.01 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
Benchmarking fused_chain_u8/512
Benchmarking fused_chain_u8/512: Warming up for 500.00 ms
Benchmarking fused_chain_u8/512: Collecting 20 samples in estimated 2.1883 s (1260 iterations)
Benchmarking fused_chain_u8/512: Analyzing
fused_chain_u8/512      time:   [1.6068 ms 1.6300 ms 1.6599 ms]
                        change: [-6.6403% -3.0714% +0.4585%] (p = 0.12 > 0.05)
                        No change in performance detected.
Found 3 outliers among 20 measurements (15.00%)
  2 (10.00%) high mild
  1 (5.00%) high severe
Benchmarking fused_chain_u8/1024
Benchmarking fused_chain_u8/1024: Warming up for 500.00 ms
Benchmarking fused_chain_u8/1024: Collecting 20 samples in estimated 3.9328 s (420 iterations)
Benchmarking fused_chain_u8/1024: Analyzing
fused_chain_u8/1024     time:   [8.1798 ms 8.4356 ms 8.7237 ms]
                        change: [-5.5799% -0.5378% +4.7500%] (p = 0.84 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild

Benchmarking materialize_flip_h_u8/256
Benchmarking materialize_flip_h_u8/256: Warming up for 500.00 ms
Benchmarking materialize_flip_h_u8/256: Collecting 20 samples in estimated 2.0249 s (5040 iterations)
Benchmarking materialize_flip_h_u8/256: Analyzing
materialize_flip_h_u8/256
                        time:   [390.98 µs 419.25 µs 460.76 µs]
                        change: [-5.3433% +1.9448% +9.6074%] (p = 0.62 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild
Benchmarking materialize_flip_h_u8/512
Benchmarking materialize_flip_h_u8/512: Warming up for 500.00 ms
Benchmarking materialize_flip_h_u8/512: Collecting 20 samples in estimated 2.2250 s (1260 iterations)
Benchmarking materialize_flip_h_u8/512: Analyzing
materialize_flip_h_u8/512
                        time:   [1.5396 ms 1.5801 ms 1.6519 ms]
                        change: [-1.4211% +4.7813% +11.948%] (p = 0.21 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe
Benchmarking materialize_flip_h_u8/1024
Benchmarking materialize_flip_h_u8/1024: Warming up for 500.00 ms
Benchmarking materialize_flip_h_u8/1024: Collecting 20 samples in estimated 3.0019 s (420 iterations)
Benchmarking materialize_flip_h_u8/1024: Analyzing
materialize_flip_h_u8/1024
                        time:   [6.4963 ms 6.5994 ms 6.7293 ms]
                        change: [-3.5603% -0.8493% +1.7362%] (p = 0.55 > 0.05)
                        No change in performance detected.
Found 3 outliers among 20 measurements (15.00%)
  1 (5.00%) low mild
  2 (10.00%) high severe

Benchmarking materialize_flip_v_u8/256
Benchmarking materialize_flip_v_u8/256: Warming up for 500.00 ms
Benchmarking materialize_flip_v_u8/256: Collecting 20 samples in estimated 2.0206 s (5040 iterations)
Benchmarking materialize_flip_v_u8/256: Analyzing
materialize_flip_v_u8/256
                        time:   [398.51 µs 420.92 µs 453.53 µs]
                        change: [-9.5281% -1.5570% +7.7060%] (p = 0.73 > 0.05)
                        No change in performance detected.
Benchmarking materialize_flip_v_u8/512
Benchmarking materialize_flip_v_u8/512: Warming up for 500.00 ms
Benchmarking materialize_flip_v_u8/512: Collecting 20 samples in estimated 2.0728 s (1260 iterations)
Benchmarking materialize_flip_v_u8/512: Analyzing
materialize_flip_v_u8/512
                        time:   [1.5544 ms 1.5942 ms 1.6604 ms]
                        change: [-6.4900% -2.3237% +1.9036%] (p = 0.31 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe
Benchmarking materialize_flip_v_u8/1024
Benchmarking materialize_flip_v_u8/1024: Warming up for 500.00 ms
Benchmarking materialize_flip_v_u8/1024: Collecting 20 samples in estimated 3.0434 s (420 iterations)
Benchmarking materialize_flip_v_u8/1024: Analyzing
materialize_flip_v_u8/1024
                        time:   [6.3722 ms 6.5975 ms 6.9329 ms]
                        change: [-20.536% -14.100% -7.2609%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe

Benchmarking materialize_transpose_u8/256
Benchmarking materialize_transpose_u8/256: Warming up for 500.00 ms
Benchmarking materialize_transpose_u8/256: Collecting 20 samples in estimated 2.0202 s (5040 iterations)
Benchmarking materialize_transpose_u8/256: Analyzing
materialize_transpose_u8/256
                        time:   [395.55 µs 409.28 µs 425.08 µs]
                        change: [-6.3993% -1.5995% +2.8884%] (p = 0.53 > 0.05)
                        No change in performance detected.
Benchmarking materialize_transpose_u8/512
Benchmarking materialize_transpose_u8/512: Warming up for 500.00 ms
Benchmarking materialize_transpose_u8/512: Collecting 20 samples in estimated 2.2267 s (1260 iterations)
Benchmarking materialize_transpose_u8/512: Analyzing
materialize_transpose_u8/512
                        time:   [1.5796 ms 1.6224 ms 1.6836 ms]
                        change: [-11.463% -3.7671% +2.3187%] (p = 0.40 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
Benchmarking materialize_transpose_u8/1024
Benchmarking materialize_transpose_u8/1024: Warming up for 500.00 ms

Warning: Unable to complete 20 samples in 2.0s. You may wish to increase target time to 3.0s, enable flat sampling, or reduce sample count to 10.
Benchmarking materialize_transpose_u8/1024: Collecting 20 samples in estimated 3.0341 s (210 iterations)
Benchmarking materialize_transpose_u8/1024: Analyzing
materialize_transpose_u8/1024
                        time:   [14.316 ms 15.520 ms 16.650 ms]
                        change: [+0.5642% +5.9822% +13.617%] (p = 0.09 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild

Benchmarking resize_224_u8/256
Benchmarking resize_224_u8/256: Warming up for 500.00 ms
Benchmarking resize_224_u8/256: Collecting 20 samples in estimated 2.0267 s (7350 iterations)
Benchmarking resize_224_u8/256: Analyzing
resize_224_u8/256       time:   [256.28 µs 260.68 µs 265.30 µs]
                        change: [-7.8343% -3.3870% +0.6317%] (p = 0.16 > 0.05)
                        No change in performance detected.
Benchmarking resize_224_u8/512
Benchmarking resize_224_u8/512: Warming up for 500.00 ms
Benchmarking resize_224_u8/512: Collecting 20 samples in estimated 2.0719 s (4620 iterations)
Benchmarking resize_224_u8/512: Analyzing
resize_224_u8/512       time:   [398.31 µs 407.30 µs 419.62 µs]
                        change: [+0.9541% +5.0412% +9.0257%] (p = 0.02 < 0.05)
                        Change within noise threshold.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
Benchmarking resize_224_u8/1024
Benchmarking resize_224_u8/1024: Warming up for 500.00 ms
Benchmarking resize_224_u8/1024: Collecting 20 samples in estimated 2.0205 s (1680 iterations)
Benchmarking resize_224_u8/1024: Analyzing
resize_224_u8/1024      time:   [852.46 µs 887.44 µs 930.77 µs]
                        change: [-9.3180% -3.8667% +1.9179%] (p = 0.21 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild

Benchmarking crop_then_resize_224_u8/256
Benchmarking crop_then_resize_224_u8/256: Warming up for 500.00 ms
Benchmarking crop_then_resize_224_u8/256: Collecting 20 samples in estimated 2.0920 s (4620 iterations)
Benchmarking crop_then_resize_224_u8/256: Analyzing
crop_then_resize_224_u8/256
                        time:   [447.93 µs 458.69 µs 474.38 µs]
                        change: [-5.2882% +0.3714% +6.0047%] (p = 0.90 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe
Benchmarking crop_then_resize_224_u8/512
Benchmarking crop_then_resize_224_u8/512: Warming up for 500.00 ms
Benchmarking crop_then_resize_224_u8/512: Collecting 20 samples in estimated 2.1755 s (1680 iterations)
Benchmarking crop_then_resize_224_u8/512: Analyzing
crop_then_resize_224_u8/512
                        time:   [1.2269 ms 1.2518 ms 1.2803 ms]
                        change: [-2.8250% +0.1228% +2.7722%] (p = 0.94 > 0.05)
                        No change in performance detected.
Benchmarking crop_then_resize_224_u8/1024
Benchmarking crop_then_resize_224_u8/1024: Warming up for 500.00 ms
Benchmarking crop_then_resize_224_u8/1024: Collecting 20 samples in estimated 2.1719 s (420 iterations)
Benchmarking crop_then_resize_224_u8/1024: Analyzing
crop_then_resize_224_u8/1024
                        time:   [4.2392 ms 4.4922 ms 4.8041 ms]
                        change: [-11.945% -4.6910% +2.8817%] (p = 0.26 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe

Benchmarking blur_sigma2_u8_rgb/256
Benchmarking blur_sigma2_u8_rgb/256: Warming up for 500.00 ms
Benchmarking blur_sigma2_u8_rgb/256: Collecting 20 samples in estimated 2.0700 s (1680 iterations)
Benchmarking blur_sigma2_u8_rgb/256: Analyzing
blur_sigma2_u8_rgb/256  time:   [1.1397 ms 1.1741 ms 1.2271 ms]
                        change: [-7.7832% -3.9981% +0.0056%] (p = 0.06 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe
Benchmarking blur_sigma2_u8_rgb/512
Benchmarking blur_sigma2_u8_rgb/512: Warming up for 500.00 ms
Benchmarking blur_sigma2_u8_rgb/512: Collecting 20 samples in estimated 2.1529 s (420 iterations)
Benchmarking blur_sigma2_u8_rgb/512: Analyzing
blur_sigma2_u8_rgb/512  time:   [4.8692 ms 4.9572 ms 5.0691 ms]
                        change: [-4.6048% +1.3668% +8.1787%] (p = 0.68 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) high mild
  1 (5.00%) high severe
Benchmarking blur_sigma2_u8_rgb/1024
Benchmarking blur_sigma2_u8_rgb/1024: Warming up for 500.00 ms
Benchmarking blur_sigma2_u8_rgb/1024: Collecting 20 samples in estimated 2.1980 s (100 iterations)
Benchmarking blur_sigma2_u8_rgb/1024: Analyzing
blur_sigma2_u8_rgb/1024 time:   [20.854 ms 21.266 ms 21.726 ms]
                        change: [-2.5697% +0.8365% +4.1242%] (p = 0.64 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild

Benchmarking erode_k3_x3_u8/256
Benchmarking erode_k3_x3_u8/256: Warming up for 500.00 ms
Benchmarking erode_k3_x3_u8/256: Collecting 20 samples in estimated 2.0169 s (24k iterations)
Benchmarking erode_k3_x3_u8/256: Analyzing
erode_k3_x3_u8/256      time:   [85.528 µs 91.236 µs 97.528 µs]
                        change: [+4.3887% +12.433% +20.239%] (p = 0.00 < 0.05)
                        Performance has regressed.
Benchmarking erode_k3_x3_u8/512
Benchmarking erode_k3_x3_u8/512: Warming up for 500.00 ms
Benchmarking erode_k3_x3_u8/512: Collecting 20 samples in estimated 2.0029 s (7350 iterations)
Benchmarking erode_k3_x3_u8/512: Analyzing
erode_k3_x3_u8/512      time:   [236.89 µs 241.95 µs 248.58 µs]
                        change: [-1.2971% +2.2889% +5.6358%] (p = 0.21 > 0.05)
                        No change in performance detected.
Found 4 outliers among 20 measurements (20.00%)
  1 (5.00%) high mild
  3 (15.00%) high severe
Benchmarking erode_k3_x3_u8/1024
Benchmarking erode_k3_x3_u8/1024: Warming up for 500.00 ms
Benchmarking erode_k3_x3_u8/1024: Collecting 20 samples in estimated 2.0746 s (1680 iterations)
Benchmarking erode_k3_x3_u8/1024: Analyzing
erode_k3_x3_u8/1024     time:   [1.1091 ms 1.1465 ms 1.1809 ms]
                        change: [-10.648% -6.7690% -2.4325%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe

Benchmarking rotate_30_bilinear_u8_rgb/256
Benchmarking rotate_30_bilinear_u8_rgb/256: Warming up for 500.00 ms
Benchmarking rotate_30_bilinear_u8_rgb/256: Collecting 20 samples in estimated 2.1653 s (1050 iterations)
Benchmarking rotate_30_bilinear_u8_rgb/256: Analyzing
rotate_30_bilinear_u8_rgb/256
                        time:   [2.0152 ms 2.0516 ms 2.1054 ms]
                        change: [-10.676% -6.2002% -1.9252%] (p = 0.01 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) high mild
  1 (5.00%) high severe
Benchmarking rotate_30_bilinear_u8_rgb/512
Benchmarking rotate_30_bilinear_u8_rgb/512: Warming up for 500.00 ms
Benchmarking rotate_30_bilinear_u8_rgb/512: Collecting 20 samples in estimated 3.6236 s (420 iterations)
Benchmarking rotate_30_bilinear_u8_rgb/512: Analyzing
rotate_30_bilinear_u8_rgb/512
                        time:   [8.5959 ms 8.8786 ms 9.2256 ms]
                        change: [-8.9521% -3.5343% +1.8416%] (p = 0.23 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild
Benchmarking rotate_30_bilinear_u8_rgb/1024
Benchmarking rotate_30_bilinear_u8_rgb/1024: Warming up for 500.00 ms
Benchmarking rotate_30_bilinear_u8_rgb/1024: Collecting 20 samples in estimated 2.1614 s (60 iterations)
Benchmarking rotate_30_bilinear_u8_rgb/1024: Analyzing
rotate_30_bilinear_u8_rgb/1024
                        time:   [35.518 ms 36.345 ms 37.486 ms]
                        change: [-12.175% -5.5255% +0.9390%] (p = 0.14 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe

Benchmarking encode_jpeg_q90_rgb/256
Benchmarking encode_jpeg_q90_rgb/256: Warming up for 500.00 ms
Benchmarking encode_jpeg_q90_rgb/256: Collecting 20 samples in estimated 2.2935 s (1470 iterations)
Benchmarking encode_jpeg_q90_rgb/256: Analyzing
encode_jpeg_q90_rgb/256 time:   [1.5375 ms 1.5747 ms 1.6233 ms]
                        change: [-8.0553% -1.4303% +5.6560%] (p = 0.70 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) high mild
  1 (5.00%) high severe
Benchmarking encode_jpeg_q90_rgb/512
Benchmarking encode_jpeg_q90_rgb/512: Warming up for 500.00 ms
Benchmarking encode_jpeg_q90_rgb/512: Collecting 20 samples in estimated 2.6729 s (420 iterations)
Benchmarking encode_jpeg_q90_rgb/512: Analyzing
encode_jpeg_q90_rgb/512 time:   [6.1061 ms 6.2914 ms 6.5817 ms]
                        change: [-6.2248% -1.4060% +3.2053%] (p = 0.60 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild
Benchmarking encode_jpeg_q90_rgb/1024
Benchmarking encode_jpeg_q90_rgb/1024: Warming up for 500.00 ms
Benchmarking encode_jpeg_q90_rgb/1024: Collecting 20 samples in estimated 2.0753 s (80 iterations)
Benchmarking encode_jpeg_q90_rgb/1024: Analyzing
encode_jpeg_q90_rgb/1024
                        time:   [24.817 ms 25.494 ms 26.551 ms]
                        change: [-2.5012% +1.9092% +6.5471%] (p = 0.49 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe

Benchmarking encode_png_rgb/256
Benchmarking encode_png_rgb/256: Warming up for 500.00 ms
Benchmarking encode_png_rgb/256: Collecting 20 samples in estimated 2.0056 s (3570 iterations)
Benchmarking encode_png_rgb/256: Analyzing
encode_png_rgb/256      time:   [541.19 µs 563.29 µs 587.78 µs]
                        change: [-11.991% -4.5431% +2.5218%] (p = 0.29 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
Benchmarking encode_png_rgb/512
Benchmarking encode_png_rgb/512: Warming up for 500.00 ms
Benchmarking encode_png_rgb/512: Collecting 20 samples in estimated 2.2573 s (1050 iterations)
Benchmarking encode_png_rgb/512: Analyzing
encode_png_rgb/512      time:   [2.2802 ms 2.3900 ms 2.4882 ms]
                        change: [-3.8652% +2.0053% +7.9184%] (p = 0.51 > 0.05)
                        No change in performance detected.
Benchmarking encode_png_rgb/1024
Benchmarking encode_png_rgb/1024: Warming up for 500.00 ms
Benchmarking encode_png_rgb/1024: Collecting 20 samples in estimated 3.7988 s (420 iterations)
Benchmarking encode_png_rgb/1024: Analyzing
encode_png_rgb/1024     time:   [9.1638 ms 9.5264 ms 9.9550 ms]
                        change: [-5.4146% -1.5716% +2.4042%] (p = 0.44 > 0.05)
                        No change in performance detected.
