- Updated benchmarks for arm64 arch.

Cykooz · Jul 14, 2024 · 75b98b9 · 75b98b9
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diff --git a/benchmarks-arm64.md b/benchmarks-arm64.md
@@ -39,11 +39,11 @@ Pipeline:
 
 |          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:------:|:--------:|:-------:|:--------:|
-| image    |  88.57  |   -    |  161.64  | 302.78  |  427.58  |
-| resize   |  18.23  | 57.41  |  100.21  | 182.06  |  269.21  |
-| libvips  |  26.80  | 127.55 |  106.28  | 207.19  |  278.34  |
-| fir rust |  0.90   | 21.87  |  35.17   |  83.46  |  112.76  |
-| fir neon |  0.90   | 19.73  |  30.06   |  50.35  |  72.19   |
+| image    |  88.05  |   -    |  160.98  | 294.47  |  426.20  |
+| resize   |  18.14  | 57.28  |  99.28   | 185.31  |  269.80  |
+| libvips  |  26.19  | 126.94 |  107.36  | 208.17  |  277.11  |
+| fir rust |  0.84   | 21.60  |  34.95   |  81.72  |  109.98  |
+| fir neon |  0.84   | 19.70  |  29.30   |  49.19  |  73.35   |
 
 <!-- bench_compare_rgb end -->
 
@@ -62,10 +62,10 @@ Pipeline:
 
 |          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:------:|:--------:|:-------:|:--------:|
-| resize   |  25.54  | 88.18  |  123.40  | 200.42  |  293.80  |
-| libvips  |  33.41  | 238.14 |  352.40  | 716.10  |  973.96  |
-| fir rust |  0.97   | 49.57  |  63.97   | 125.33  |  169.58  |
-| fir neon |  0.97   | 37.39  |  50.31   |  78.54  |  107.03  |
+| resize   |  25.49  | 87.09  |  124.43  | 197.94  |  292.21  |
+| libvips  |  33.92  | 235.04 |  350.01  | 708.27  |  973.00  |
+| fir rust |  0.95   | 47.90  |  62.63   | 125.31  |  167.72  |
+| fir neon |  0.95   | 37.47  |  50.57   |  76.71  |  106.23  |
 
 <!-- bench_compare_rgba end -->
 
@@ -83,11 +83,11 @@ Pipeline:
 
 |          | Nearest |  Box  | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:-----:|:--------:|:-------:|:--------:|
-| image    |  81.61  |   -   |  108.99  | 175.51  |  247.57  |
-| resize   |  10.85  | 27.94 |  40.56   |  64.81  |  96.27   |
-| libvips  |  12.29  | 50.07 |  38.45   |  70.87  |  94.21   |
-| fir rust |  0.47   | 8.81  |  12.35   |  18.06  |  27.73   |
-| fir neon |  0.47   | 6.13  |   9.11   |  16.15  |  24.81   |
+| image    |  82.40  |   -   |  108.23  | 176.18  |  243.14  |
+| resize   |  10.63  | 27.73 |  40.17   |  63.92  |  93.05   |
+| libvips  |  12.24  | 49.95 |  38.41   |  69.98  |  94.07   |
+| fir rust |  0.47   | 8.81  |  12.28   |  18.45  |  28.09   |
+| fir neon |  0.47   | 5.98  |   9.10   |  15.85  |  24.45   |
 
 <!-- bench_compare_l end -->
 
@@ -108,9 +108,9 @@ Pipeline:
 
 |          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:------:|:--------:|:-------:|:--------:|
-| libvips  |  19.29  | 144.90 |  220.76  | 403.94  |  550.70  |
-| fir rust |  0.68   | 37.46  |  46.04   |  61.22  |  71.23   |
-| fir neon |  0.68   | 18.38  |  24.45   |  36.89  |  52.69   |
+| libvips  |  19.00  | 144.15 |  223.38  | 402.93  |  554.41  |
+| fir rust |  0.67   | 37.10  |  45.15   |  60.54  |  71.70   |
+| fir neon |  0.67   | 18.83  |  25.06   |  37.76  |  52.57   |
 
 <!-- bench_compare_la end -->
 
@@ -128,11 +128,11 @@ Pipeline:
 
 |          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:------:|:--------:|:-------:|:--------:|
-| image    |  91.90  |   -    |  170.26  | 331.19  |  470.90  |
-| resize   |  19.59  | 56.26  |  96.88   | 179.84  |  268.43  |
-| libvips  |  27.43  | 141.41 |  115.52  | 234.66  |  312.04  |
-| fir rust |  1.42   | 61.01  |  90.50   | 148.67  |  205.49  |
-| fir neon |  1.42   | 63.82  |  71.03   |  93.53  |  132.92  |
+| image    |  93.07  |   -    |  169.86  | 332.89  |  475.00  |
+| resize   |  19.55  | 56.39  |  96.71   | 182.61  |  270.17  |
+| libvips  |  27.34  | 140.29 |  112.81  | 235.59  |  313.47  |
+| fir rust |  1.36   | 61.08  |  89.19   | 145.51  |  203.83  |
+| fir neon |  1.36   | 63.59  |  70.68   |  93.43  |  131.31  |
 
 <!-- bench_compare_rgb16 end -->
 
@@ -151,10 +151,10 @@ Pipeline:
 
 |          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:------:|:--------:|:-------:|:--------:|
-| resize   |  31.53  | 87.13  |  129.24  | 219.52  |  318.78  |
-| libvips  |  37.19  | 245.54 |  368.92  | 742.45  | 1004.81  |
-| fir rust |  1.59   | 97.25  |  133.51  | 225.08  |  296.06  |
-| fir neon |  1.59   | 56.57  |  78.24   | 119.19  |  162.73  |
+| resize   |  29.04  | 88.00  |  133.03  | 221.31  |  314.83  |
+| libvips  |  36.63  | 246.57 |  369.53  | 747.34  | 1015.17  |
+| fir rust |  1.59   | 96.13  |  131.20  | 218.79  |  292.14  |
+| fir neon |  1.59   | 55.42  |  77.15   | 118.79  |  163.50  |
 
 <!-- bench_compare_rgba16 end -->
 
@@ -172,11 +172,11 @@ Pipeline:
 
 |          | Nearest |  Box  | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:-----:|:--------:|:-------:|:--------:|
-| image    |  81.22  |   -   |  110.96  | 185.44  |  253.11  |
-| resize   |  11.12  | 27.58 |  43.97   |  72.33  |  98.01   |
-| libvips  |  12.39  | 55.35 |  41.49   |  80.00  |  104.92  |
-| fir rust |  0.63   | 28.46 |  39.16   |  58.51  |  83.71   |
-| fir neon |  0.63   | 12.96 |  17.41   |  26.79  |  38.46   |
+| image    |  82.99  |   -   |  113.48  | 188.98  |  258.69  |
+| resize   |  11.09  | 27.46 |  43.78   |  72.15  |  98.44   |
+| libvips  |  12.35  | 55.60 |  42.90   |  81.53  |  104.17  |
+| fir rust |  0.66   | 27.95 |  38.46   |  59.48  |  84.43   |
+| fir neon |  0.66   | 13.63 |  17.66   |  27.17  |  38.21   |
 
 <!-- bench_compare_l16 end -->
 
@@ -197,9 +197,9 @@ Pipeline:
 
 |          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:------:|:--------:|:-------:|:--------:|
-| libvips  |  20.97  | 150.55 |  241.54  | 428.63  |  583.38  |
-| fir rust |  1.00   | 61.63  |  80.23   | 115.45  |  153.73  |
-| fir neon |  1.00   | 26.84  |  36.52   |  55.71  |  75.56   |
+| libvips  |  20.74  | 149.18 |  237.81  | 430.47  |  582.17  |
+| fir rust |  1.03   | 61.38  |  80.31   | 115.02  |  153.03  |
+| fir neon |  1.03   | 27.42  |  36.49   |  55.28  |  74.79   |
 
 <!-- bench_compare_la16 end -->
 
@@ -217,13 +217,18 @@ Pipeline:
 
 |          | Nearest |  Box  | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:-----:|:--------:|:-------:|:--------:|
-| image    |  24.55  |   -   |  49.54   |  78.44  |  104.51  |
-| resize   |  5.03   | 8.64  |  13.85   |  30.14  |  45.81   |
-| libvips  |  5.96   | 25.74 |  21.52   |  42.24  |  71.71   |
-| fir rust |  0.20   | 9.87  |  14.93   |  29.66  |  51.71   |
+| image    |  42.00  |   -   |  96.55   | 185.17  |  250.26  |
+| resize   |  11.85  | 23.72 |  32.72   |  56.64  |  84.38   |
+| libvips  |  10.51  | 53.28 |  44.32   | 100.09  |  124.13  |
+| fir rust |  0.96   | 21.13 |  32.32   |  53.92  |  79.45   |
 
 <!-- bench_compare_l32f end -->
 
+Note:
+The `resize` crate uses `f32` for intermediate calculations.
+The `fast_image_resize` uses `f64`. This is a reason why `fast_image_resize`
+is slower or equal in cases with `f32`-based pixels.
+
 <!-- bench_compare_la32f start -->
 
 ### Resize LA32F (luma with alpha channel) image (F32x2) 4928x3279 => 852x567
@@ -239,10 +244,10 @@ Pipeline:
 - The `image` crate does not support multiplying and dividing by alpha channel.
 - The `resize` crate does not support this pixel format.
 
-|          | Nearest |  Box  | Bilinear | Bicubic | Lanczos3 |
-|----------|:-------:|:-----:|:--------:|:-------:|:--------:|
-| libvips  |  11.58  | 70.05 |  101.70  | 176.48  |  252.74  |
-| fir rust |  0.38   | 22.75 |  30.35   |  49.41  |  71.81   |
+|          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
+|----------|:-------:|:------:|:--------:|:-------:|:--------:|
+| libvips  |  19.41  | 142.92 |  210.17  | 382.61  |  506.77  |
+| fir rust |  1.60   | 43.16  |  68.07   | 132.43  |  169.07  |
 
 <!-- bench_compare_la32f end -->
 
@@ -258,12 +263,12 @@ Pipeline:
   has converted into RGB32F image.
 - Numbers in the table mean a duration of image resizing in milliseconds.
 
-|          | Nearest |  Box  | Bilinear | Bicubic | Lanczos3 |
-|----------|:-------:|:-----:|:--------:|:-------:|:--------:|
-| image    |  26.32  |   -   |  62.99   | 104.89  |  147.02  |
-| resize   |  8.97   | 16.30 |  24.52   |  48.25  |  72.16   |
-| libvips  |  11.75  | 60.36 |  52.63   | 113.20  |  197.67  |
-| fir rust |  0.83   | 16.39 |  26.95   |  50.36  |  75.58   |
+|          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
+|----------|:-------:|:------:|:--------:|:-------:|:--------:|
+| image    |  51.58  |   -    |  129.50  | 310.96  |  419.49  |
+| resize   |  20.90  | 34.90  |  66.06   | 128.80  |  189.37  |
+| libvips  |  23.94  | 141.04 |  117.50  | 280.96  |  365.64  |
+| fir rust |  2.29   | 41.90  |  77.14   | 163.38  |  224.46  |
 
 <!-- bench_compare_rgb32f end -->
 
@@ -285,7 +290,7 @@ Pipeline:
 
 |          | Nearest |  Box   | Bilinear | Bicubic | Lanczos3 |
 |----------|:-------:|:------:|:--------:|:-------:|:--------:|
-| libvips  |  23.22  | 111.26 |  140.16  | 249.97  |  381.64  |
-| fir rust |  1.01   | 35.88  |  45.64   |  70.56  |  93.29   |
+| libvips  |  36.40  | 236.39 |  326.62  | 618.09  |  820.17  |
+| fir rust |  3.33   | 72.85  |  118.83  | 244.32  |  322.10  |
 
 <!-- bench_compare_rgba32f end -->
diff --git a/benchmarks-wasm32.md b/benchmarks-wasm32.md
@@ -216,6 +216,11 @@ Pipeline:
 
 <!-- bench_compare_l32f end -->
 
+Note:
+The `resize` crate uses `f32` for intermediate calculations.
+The `fast_image_resize` uses `f64`. This is a reason why `fast_image_resize`
+is slower or equal in cases with `f32`-based pixels.
+
 <!-- bench_compare_la32f start -->
 
 ### Resize LA32F (luma with alpha channel) image (F32x2) 4928x3279 => 852x567