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 2.0016 s (30k iterations)
Benchmarking grayscale_u8_rgb/256: Analyzing
grayscale_u8_rgb/256    time:   [19.957 µs 23.168 µs 25.182 µs]
                        change: [-88.959% -87.629% -85.996%] (p = 0.00 < 0.05)
                        Performance has improved.
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 2.0360 s (7350 iterations)
Benchmarking grayscale_u8_rgb/512: Analyzing
grayscale_u8_rgb/512    time:   [75.947 µs 78.399 µs 80.977 µs]
                        change: [-88.379% -87.315% -86.289%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe
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 2.0120 s (3150 iterations)
Benchmarking grayscale_u8_rgb/1024: Analyzing
grayscale_u8_rgb/1024   time:   [357.52 µs 377.68 µs 401.63 µs]
                        change: [-84.342% -83.715% -83.096%] (p = 0.00 < 0.05)
                        Performance has improved.

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 2.0184 s (13k iterations)
Benchmarking grayscale_f32_rgb/256: Analyzing
grayscale_f32_rgb/256   time:   [96.156 µs 99.483 µs 103.76 µs]
                        change: [-48.194% -43.773% -39.266%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 3 outliers among 20 measurements (15.00%)
  2 (10.00%) high mild
  1 (5.00%) high severe
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 2.1161 s (2730 iterations)
Benchmarking grayscale_f32_rgb/512: Analyzing
grayscale_f32_rgb/512   time:   [409.53 µs 421.31 µs 435.03 µs]
                        change: [-46.126% -44.317% -42.319%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
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 2.7299 s (420 iterations)
Benchmarking grayscale_f32_rgb/1024: Analyzing
grayscale_f32_rgb/1024  time:   [2.4918 ms 2.5840 ms 2.6675 ms]
                        change: [-32.930% -28.260% -23.027%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 3 outliers among 20 measurements (15.00%)
  1 (5.00%) high mild
  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 2.0006 s (240k iterations)
Benchmarking threshold_u8/256: Analyzing
threshold_u8/256        time:   [5.3518 µs 5.5469 µs 5.6988 µs]
                        change: [-65.568% -62.850% -60.328%] (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 2.0050 s (58k iterations)
Benchmarking threshold_u8/512: Analyzing
threshold_u8/512        time:   [20.198 µs 20.569 µs 20.978 µs]
                        change: [-55.365% -52.282% -49.208%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 4 outliers among 20 measurements (20.00%)
  2 (10.00%) low severe
  1 (5.00%) low mild
  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 2.0257 s (9870 iterations)
Benchmarking threshold_u8/1024: Analyzing
threshold_u8/1024       time:   [128.42 µs 130.55 µs 133.10 µs]
                        change: [-9.3613% -5.5785% -2.1138%] (p = 0.00 < 0.05)
                        Performance has improved.

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 2.0006 s (172k iterations)
Benchmarking threshold_u8_cropped/256: Analyzing
threshold_u8_cropped/256
                        time:   [7.9261 µs 8.3145 µs 8.7237 µs]
                        change: [-65.222% -63.057% -60.939%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 3 outliers among 20 measurements (15.00%)
  1 (5.00%) high mild
  2 (10.00%) high severe
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 2.0071 s (55k iterations)
Benchmarking threshold_u8_cropped/512: Analyzing
threshold_u8_cropped/512
                        time:   [23.080 µs 23.429 µs 24.062 µs]
                        change: [-61.998% -59.043% -56.450%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 6 outliers among 20 measurements (30.00%)
  4 (20.00%) low severe
  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 2.0021 s (9870 iterations)
Benchmarking threshold_u8_cropped/1024: Analyzing
threshold_u8_cropped/1024
                        time:   [131.12 µs 135.57 µs 140.48 µs]
                        change: [-30.337% -26.880% -23.399%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 3 outliers among 20 measurements (15.00%)
  1 (5.00%) high mild
  2 (10.00%) high severe

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 2.0117 s (5670 iterations)
Benchmarking cast_f32_to_u8/256: Analyzing
cast_f32_to_u8/256      time:   [299.59 µs 316.55 µs 338.61 µs]
                        change: [-48.819% -46.435% -43.571%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
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 2.2942 s (1470 iterations)
Benchmarking cast_f32_to_u8/512: Analyzing
cast_f32_to_u8/512      time:   [1.1305 ms 1.1614 ms 1.1976 ms]
                        change: [-52.052% -49.282% -46.621%] (p = 0.00 < 0.05)
                        Performance has improved.
Benchmarking cast_f32_to_u8/1024
Benchmarking cast_f32_to_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 2.0s, enable flat sampling, or reduce sample count to 10.
Benchmarking cast_f32_to_u8/1024: Collecting 20 samples in estimated 2.0201 s (210 iterations)
Benchmarking cast_f32_to_u8/1024: Analyzing
cast_f32_to_u8/1024     time:   [4.9250 ms 5.0839 ms 5.2710 ms]
                        change: [-45.898% -44.369% -42.683%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) 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 2.0002 s (33k iterations)
Benchmarking cast_u8_to_f32/256: Analyzing
cast_u8_to_f32/256      time:   [46.193 µs 47.622 µs 49.111 µs]
                        change: [+2.1812% +8.6235% +14.959%] (p = 0.02 < 0.05)
                        Performance has regressed.
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 2.0483 s (7350 iterations)
Benchmarking cast_u8_to_f32/512: Analyzing
cast_u8_to_f32/512      time:   [197.52 µs 204.84 µs 210.46 µs]
                        change: [+9.5426% +13.362% +16.945%] (p = 0.00 < 0.05)
                        Performance has regressed.
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 2.2033 s (1050 iterations)
Benchmarking cast_u8_to_f32/1024: Analyzing
cast_u8_to_f32/1024     time:   [1.7070 ms 1.7935 ms 1.8771 ms]
                        change: [+49.765% +60.774% +72.041%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild

Benchmarking invert_u8/256
Benchmarking invert_u8/256: Warming up for 500.00 ms
Benchmarking invert_u8/256: Collecting 20 samples in estimated 2.0031 s (96k iterations)
Benchmarking invert_u8/256: Analyzing
invert_u8/256           time:   [10.979 µs 11.439 µs 11.811 µs]
                        change: [-1.8401% +6.3303% +15.382%] (p = 0.15 > 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 2.0020 s (16k iterations)
Benchmarking invert_u8/512: Analyzing
invert_u8/512           time:   [66.920 µs 68.428 µs 70.424 µs]
                        change: [+1.2971% +5.0568% +8.6103%] (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 2.0657 s (3360 iterations)
Benchmarking invert_u8/1024: Analyzing
invert_u8/1024          time:   [313.02 µs 344.69 µs 394.57 µs]
                        change: [+15.984% +26.586% +38.844%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild

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 2.3620 s (1050 iterations)
Benchmarking adjust_gamma_u8/256: Analyzing
adjust_gamma_u8/256     time:   [2.2911 ms 2.3232 ms 2.3589 ms]
                        change: [-4.6094% +0.9423% +6.2454%] (p = 0.74 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) low mild
  1 (5.00%) high mild
Benchmarking adjust_gamma_u8/512
Benchmarking adjust_gamma_u8/512: Warming up for 500.00 ms

Warning: Unable to complete 20 samples in 2.0s. You may wish to increase target time to 2.1s, enable flat sampling, or reduce sample count to 10.
Benchmarking adjust_gamma_u8/512: Collecting 20 samples in estimated 2.0991 s (210 iterations)
Benchmarking adjust_gamma_u8/512: Analyzing
adjust_gamma_u8/512     time:   [9.3168 ms 9.6168 ms 9.9648 ms]
                        change: [+4.3202% +7.9567% +12.040%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 4 outliers among 20 measurements (20.00%)
  1 (5.00%) low mild
  1 (5.00%) high mild
  2 (10.00%) high severe
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 2.3941 s (40 iterations)
Benchmarking adjust_gamma_u8/1024: Analyzing
adjust_gamma_u8/1024    time:   [54.789 ms 56.277 ms 58.309 ms]
                        change: [+8.6551% +11.781% +15.591%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe

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 2.1619 s (1260 iterations)
Benchmarking normalize_preset_u8_to_f32/256: Analyzing
normalize_preset_u8_to_f32/256
                        time:   [1.6464 ms 1.6611 ms 1.6820 ms]
                        change: [+5.9511% +7.0425% +8.0970%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
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 3.0912 s (420 iterations)
Benchmarking normalize_preset_u8_to_f32/512: Analyzing
normalize_preset_u8_to_f32/512
                        time:   [7.1101 ms 7.6013 ms 8.1326 ms]
                        change: [-3.3816% +3.1395% +9.6151%] (p = 0.38 > 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 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 2.8216 s (60 iterations)
Benchmarking normalize_preset_u8_to_f32/1024: Analyzing
normalize_preset_u8_to_f32/1024
                        time:   [42.466 ms 43.004 ms 43.619 ms]
                        change: [-9.8658% -4.2071% +1.3829%] (p = 0.19 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild

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 2.0542 s (4830 iterations)
Benchmarking fused_chain_u8/256: Analyzing
fused_chain_u8/256      time:   [396.18 µs 399.43 µs 402.89 µs]
                        change: [-40.323% -38.434% -36.701%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 3 outliers among 20 measurements (15.00%)
  1 (5.00%) high mild
  2 (10.00%) high severe
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 2.0052 s (1050 iterations)
Benchmarking fused_chain_u8/512: Analyzing
fused_chain_u8/512      time:   [1.7586 ms 1.7865 ms 1.8150 ms]
                        change: [-45.086% -42.686% -40.426%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild
Benchmarking fused_chain_u8/1024
Benchmarking fused_chain_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 2.4s, enable flat sampling, or reduce sample count to 10.
Benchmarking fused_chain_u8/1024: Collecting 20 samples in estimated 2.3724 s (210 iterations)
Benchmarking fused_chain_u8/1024: Analyzing
fused_chain_u8/1024     time:   [10.247 ms 10.668 ms 11.221 ms]
                        change: [-36.672% -31.167% -25.587%] (p = 0.00 < 0.05)
                        Performance has improved.
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 2.0688 s (5880 iterations)
Benchmarking materialize_flip_h_u8/256: Analyzing
materialize_flip_h_u8/256
                        time:   [348.68 µs 364.35 µs 384.19 µs]
                        change: [-11.562% -5.8010% +1.8544%] (p = 0.11 > 0.05)
                        No change in performance detected.
Found 3 outliers among 20 measurements (15.00%)
  1 (5.00%) high mild
  2 (10.00%) high severe
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 2.0192 s (1260 iterations)
Benchmarking materialize_flip_h_u8/512: Analyzing
materialize_flip_h_u8/512
                        time:   [1.4420 ms 1.5197 ms 1.6168 ms]
                        change: [-14.526% -5.3898% +3.9484%] (p = 0.29 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high mild
Benchmarking materialize_flip_h_u8/1024
Benchmarking materialize_flip_h_u8/1024: Warming up for 500.00 ms
Benchmarking materialize_flip_h_u8/1024: Collecting 20 samples in estimated 2.9781 s (420 iterations)
Benchmarking materialize_flip_h_u8/1024: Analyzing
materialize_flip_h_u8/1024
                        time:   [6.0693 ms 6.2777 ms 6.5007 ms]
                        change: [-16.207% -10.609% -5.8819%] (p = 0.00 < 0.05)
                        Performance has improved.

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 2.0530 s (5670 iterations)
Benchmarking materialize_flip_v_u8/256: Analyzing
materialize_flip_v_u8/256
                        time:   [344.59 µs 371.31 µs 396.78 µs]
                        change: [-13.540% -8.4377% -3.2735%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 3 outliers among 20 measurements (15.00%)
  2 (10.00%) high mild
  1 (5.00%) high severe
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 2.1195 s (1260 iterations)
Benchmarking materialize_flip_v_u8/512: Analyzing
materialize_flip_v_u8/512
                        time:   [1.3974 ms 1.4425 ms 1.5059 ms]
                        change: [-10.565% -6.2458% -2.1356%] (p = 0.01 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
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 2.6030 s (420 iterations)
Benchmarking materialize_flip_v_u8/1024: Analyzing
materialize_flip_v_u8/1024
                        time:   [5.8760 ms 6.2083 ms 6.5827 ms]
                        change: [-9.1442% -5.0341% -0.2735%] (p = 0.03 < 0.05)
                        Change within noise threshold.
Found 4 outliers among 20 measurements (20.00%)
  3 (15.00%) high mild
  1 (5.00%) 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 2.0575 s (5670 iterations)
Benchmarking materialize_transpose_u8/256: Analyzing
materialize_transpose_u8/256
                        time:   [347.53 µs 352.09 µs 356.39 µs]
                        change: [-11.653% -8.7707% -6.6724%] (p = 0.00 < 0.05)
                        Performance has improved.
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 2.1119 s (1260 iterations)
Benchmarking materialize_transpose_u8/512: Analyzing
materialize_transpose_u8/512
                        time:   [1.5056 ms 1.5236 ms 1.5484 ms]
                        change: [-11.222% -7.4422% -3.6382%] (p = 0.00 < 0.05)
                        Performance has improved.
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 3.1s, enable flat sampling, or reduce sample count to 10.
Benchmarking materialize_transpose_u8/1024: Collecting 20 samples in estimated 3.1352 s (210 iterations)
Benchmarking materialize_transpose_u8/1024: Analyzing
materialize_transpose_u8/1024
                        time:   [14.046 ms 14.778 ms 15.477 ms]
                        change: [+0.2477% +4.2920% +9.2224%] (p = 0.07 > 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 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 2.0023 s (6720 iterations)
Benchmarking resize_224_u8/256: Analyzing
resize_224_u8/256       time:   [272.29 µs 276.91 µs 282.15 µs]
                        change: [+1.8515% +8.2090% +18.303%] (p = 0.03 < 0.05)
                        Performance has regressed.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe
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 2.0650 s (4200 iterations)
Benchmarking resize_224_u8/512: Analyzing
resize_224_u8/512       time:   [402.68 µs 415.76 µs 432.84 µs]
                        change: [-16.463% -8.7325% -1.1397%] (p = 0.05 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high severe
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 2.2491 s (1890 iterations)
Benchmarking resize_224_u8/1024: Analyzing
resize_224_u8/1024      time:   [882.59 µs 892.87 µs 906.44 µs]
                        change: [-4.0529% -1.3084% +1.3978%] (p = 0.38 > 0.05)
                        No change in performance detected.

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 2.0876 s (4830 iterations)
Benchmarking crop_then_resize_224_u8/256: Analyzing
crop_then_resize_224_u8/256
                        time:   [410.82 µs 413.51 µs 417.96 µs]
                        change: [-17.597% -11.997% -6.3296%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) 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 2.2346 s (1890 iterations)
Benchmarking crop_then_resize_224_u8/512: Analyzing
crop_then_resize_224_u8/512
                        time:   [1.1509 ms 1.1823 ms 1.2316 ms]
                        change: [-16.765% -11.038% -5.3087%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe
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 2.6269 s (630 iterations)
Benchmarking crop_then_resize_224_u8/1024: Analyzing
crop_then_resize_224_u8/1024
                        time:   [3.8933 ms 4.0506 ms 4.2666 ms]
                        change: [-10.922% -6.7602% -1.8776%] (p = 0.01 < 0.05)
                        Performance has improved.
Found 3 outliers among 20 measurements (15.00%)
  2 (10.00%) high mild
  1 (5.00%) 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 2.2228 s (1890 iterations)
Benchmarking blur_sigma2_u8_rgb/256: Analyzing
blur_sigma2_u8_rgb/256  time:   [1.1533 ms 1.2311 ms 1.3218 ms]
                        change: [-6.7805% -2.4447% +3.1188%] (p = 0.35 > 0.05)
                        No change in performance detected.
Found 4 outliers among 20 measurements (20.00%)
  2 (10.00%) high mild
  2 (10.00%) 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 2.0581 s (420 iterations)
Benchmarking blur_sigma2_u8_rgb/512: Analyzing
blur_sigma2_u8_rgb/512  time:   [4.4195 ms 4.4939 ms 4.5959 ms]
                        change: [-7.6884% -1.7701% +4.3315%] (p = 0.59 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
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 2.0243 s (80 iterations)
Benchmarking blur_sigma2_u8_rgb/1024: Analyzing
blur_sigma2_u8_rgb/1024 time:   [22.370 ms 22.709 ms 23.120 ms]
                        change: [-3.7679% -0.1838% +2.9180%] (p = 0.93 > 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 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 2.0051 s (22k iterations)
Benchmarking erode_k3_x3_u8/256: Analyzing
erode_k3_x3_u8/256      time:   [85.338 µs 89.698 µs 95.631 µs]
                        change: [-5.4423% +2.0599% +9.8964%] (p = 0.61 > 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_u8/512
Benchmarking erode_k3_x3_u8/512: Warming up for 500.00 ms
Benchmarking erode_k3_x3_u8/512: Collecting 20 samples in estimated 2.0438 s (6720 iterations)
Benchmarking erode_k3_x3_u8/512: Analyzing
erode_k3_x3_u8/512      time:   [295.16 µs 309.04 µs 329.37 µs]
                        change: [+2.3581% +6.0980% +10.184%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 2 outliers among 20 measurements (10.00%)
  1 (5.00%) high mild
  1 (5.00%) 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 2.0543 s (1470 iterations)
Benchmarking erode_k3_x3_u8/1024: Analyzing
erode_k3_x3_u8/1024     time:   [1.3440 ms 1.3605 ms 1.3789 ms]
                        change: [-10.634% -7.3007% -3.7624%] (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 2.0789 s (630 iterations)
Benchmarking rotate_30_bilinear_u8_rgb/256: Analyzing
rotate_30_bilinear_u8_rgb/256
                        time:   [3.1317 ms 3.2241 ms 3.3473 ms]
                        change: [-0.4331% +5.3027% +10.650%] (p = 0.07 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild
Benchmarking rotate_30_bilinear_u8_rgb/512
Benchmarking rotate_30_bilinear_u8_rgb/512: Warming up for 500.00 ms

Warning: Unable to complete 20 samples in 2.0s. You may wish to increase target time to 2.9s, enable flat sampling, or reduce sample count to 10.
Benchmarking rotate_30_bilinear_u8_rgb/512: Collecting 20 samples in estimated 2.9109 s (210 iterations)
Benchmarking rotate_30_bilinear_u8_rgb/512: Analyzing
rotate_30_bilinear_u8_rgb/512
                        time:   [12.853 ms 13.127 ms 13.490 ms]
                        change: [-2.7142% +5.4433% +15.658%] (p = 0.28 > 0.05)
                        No change in performance detected.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe
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 2.2443 s (40 iterations)
Benchmarking rotate_30_bilinear_u8_rgb/1024: Analyzing
rotate_30_bilinear_u8_rgb/1024
                        time:   [51.299 ms 52.086 ms 53.048 ms]
                        change: [-6.1341% -0.5938% +4.5797%] (p = 0.85 > 0.05)
                        No change in performance detected.
Found 1 outliers among 20 measurements (5.00%)
  1 (5.00%) high mild

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 2.2748 s (1050 iterations)
Benchmarking encode_jpeg_q90_rgb/256: Analyzing
encode_jpeg_q90_rgb/256 time:   [2.1637 ms 2.1894 ms 2.2240 ms]
                        change: [-4.7483% +2.2378% +9.5097%] (p = 0.58 > 0.05)
                        No change in performance detected.
Found 4 outliers among 20 measurements (20.00%)
  3 (15.00%) 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 3.6925 s (420 iterations)
Benchmarking encode_jpeg_q90_rgb/512: Analyzing
encode_jpeg_q90_rgb/512 time:   [9.0298 ms 9.3304 ms 9.6756 ms]
                        change: [-2.7610% +1.4991% +5.5809%] (p = 0.51 > 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 2.1746 s (60 iterations)
Benchmarking encode_jpeg_q90_rgb/1024: Analyzing
encode_jpeg_q90_rgb/1024
                        time:   [35.660 ms 36.696 ms 38.031 ms]
                        change: [-2.0009% +2.4152% +7.3945%] (p = 0.33 > 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_png_rgb/256
Benchmarking encode_png_rgb/256: Warming up for 500.00 ms
Benchmarking encode_png_rgb/256: Collecting 20 samples in estimated 2.1209 s (3150 iterations)
Benchmarking encode_png_rgb/256: Analyzing
encode_png_rgb/256      time:   [671.66 µs 675.82 µs 681.03 µs]
                        change: [-4.2283% -0.3073% +3.1296%] (p = 0.88 > 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 2.2323 s (840 iterations)
Benchmarking encode_png_rgb/512: Analyzing
encode_png_rgb/512      time:   [2.7419 ms 2.8949 ms 3.0865 ms]
                        change: [+0.2574% +5.0538% +10.973%] (p = 0.08 > 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_png_rgb/1024
Benchmarking encode_png_rgb/1024: Warming up for 500.00 ms

Warning: Unable to complete 20 samples in 2.0s. You may wish to increase target time to 2.5s, enable flat sampling, or reduce sample count to 10.
Benchmarking encode_png_rgb/1024: Collecting 20 samples in estimated 2.5386 s (210 iterations)
Benchmarking encode_png_rgb/1024: Analyzing
encode_png_rgb/1024     time:   [11.284 ms 11.570 ms 11.997 ms]
                        change: [+2.0773% +5.5510% +9.5033%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 2 outliers among 20 measurements (10.00%)
  2 (10.00%) high severe
