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Updated benchmarks for x86_64.

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Kirill Kuzminykh
2026-06-25 01:49:03 +03:00
parent 856e03580c
commit 4717518e16
2 changed files with 99 additions and 99 deletions
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README.md
+20 -20
View File
@@ -87,16 +87,16 @@ Pipeline:
`src_image => resize => dst_image`
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 29.28 | - | 83.28 | 136.97 | 189.93 |
| resize | 7.42 | 26.82 | 49.29 | 93.22 | 140.26 |
| libvips | 2.42 | 61.73 | 5.66 | 9.81 | 15.78 |
| fir rust | 0.28 | 10.87 | 16.12 | 26.63 | 38.08 |
| fir sse4.1 | 0.28 | 3.37 | 5.34 | 9.89 | 15.30 |
| fir avx2 | 0.28 | 2.52 | 3.67 | 6.80 | 13.21 |
| image | 28.92 | - | 78.41 | 127.38 | 173.98 |
| resize | 8.49 | 24.35 | 48.44 | 92.29 | 137.61 |
| libvips | 2.41 | 61.63 | 5.67 | 9.76 | 16.07 |
| fir rust | 0.28 | 10.72 | 15.67 | 26.08 | 37.15 |
| fir sse4.1 | 0.28 | 3.74 | 5.64 | 10.28 | 15.98 |
| fir avx2 | 0.28 | 2.77 | 4.16 | 7.37 | 14.35 |
<!-- bench_compare_rgb end -->
@@ -110,16 +110,16 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:------:|:--------:|:-------:|:--------:|
| resize | 9.59 | 34.02 | 64.61 | 126.43 | 187.18 |
| libvips | 4.19 | 169.02 | 142.22 | 228.64 | 330.24 |
| fir rust | 0.19 | 20.30 | 25.25 | 36.57 | 49.69 |
| fir sse4.1 | 0.19 | 9.51 | 11.90 | 17.78 | 24.49 |
| fir avx2 | 0.19 | 7.11 | 8.39 | 13.68 | 21.72 |
| resize | 13.97 | 44.38 | 88.03 | 150.33 | 216.80 |
| libvips | 4.19 | 169.24 | 137.35 | 228.62 | 329.39 |
| fir rust | 0.20 | 20.57 | 25.80 | 37.26 | 50.53 |
| fir sse4.1 | 0.20 | 10.17 | 13.77 | 18.20 | 25.35 |
| fir avx2 | 0.20 | 7.41 | 9.02 | 13.46 | 25.45 |
<!-- bench_compare_rgba end -->
@@ -133,16 +133,16 @@ Pipeline:
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
has converted into grayscale image with one byte per pixel.
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 26.90 | - | 56.49 | 85.11 | 112.72 |
| resize | 6.57 | 11.06 | 18.83 | 38.44 | 63.98 |
| libvips | 2.62 | 24.92 | 6.81 | 9.84 | 12.73 |
| fir rust | 0.16 | 4.42 | 5.45 | 8.69 | 12.04 |
| fir sse4.1 | 0.16 | 1.45 | 2.02 | 3.37 | 5.44 |
| fir avx2 | 0.16 | 1.51 | 1.73 | 2.74 | 4.11 |
| image | 26.33 | - | 57.97 | 86.30 | 113.91 |
| resize | 6.59 | 11.63 | 21.04 | 45.28 | 68.73 |
| libvips | 2.66 | 24.92 | 6.83 | 9.81 | 12.72 |
| fir rust | 0.16 | 4.34 | 5.46 | 8.73 | 12.09 |
| fir sse4.1 | 0.16 | 1.66 | 2.25 | 3.67 | 5.89 |
| fir avx2 | 0.16 | 1.92 | 2.04 | 3.16 | 4.51 |
<!-- bench_compare_l end -->
benchmarks-x86_64.md
+79 -79
View File
@@ -6,15 +6,15 @@ Environment:
- CPU: AMD Ryzen 9 5950X
- RAM: DDR4 4000 MHz
- Ubuntu 24.04 (linux 6.11.0)
- Rust 1.87.0
- criterion = "0.5.1"
- fast_image_resize = "5.1.4"
- Ubuntu 24.04 (linux 6.17.0)
- Rust 1.96.0
- criterion = "0.7.0"
- fast_image_resize = "6.0.1"
Other libraries used to compare of resizing speed:
- image = "0.25.6" (<https://crates.io/crates/image>)
- resize = "0.8.8" (<https://crates.io/crates/resize>, single-threaded mode)
- resize = "0.8.9" (<https://crates.io/crates/resize>, single-threaded mode)
- libvips = "8.15.1" (single-threaded mode)
Resize algorithms:
@@ -36,16 +36,16 @@ Pipeline:
`src_image => resize => dst_image`
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 29.28 | - | 83.28 | 136.97 | 189.93 |
| resize | 7.42 | 26.82 | 49.29 | 93.22 | 140.26 |
| libvips | 2.42 | 61.73 | 5.66 | 9.81 | 15.78 |
| fir rust | 0.28 | 10.87 | 16.12 | 26.63 | 38.08 |
| fir sse4.1 | 0.28 | 3.37 | 5.34 | 9.89 | 15.30 |
| fir avx2 | 0.28 | 2.52 | 3.67 | 6.80 | 13.21 |
| image | 28.92 | - | 78.41 | 127.38 | 173.98 |
| resize | 8.49 | 24.35 | 48.44 | 92.29 | 137.61 |
| libvips | 2.41 | 61.63 | 5.67 | 9.76 | 16.07 |
| fir rust | 0.28 | 10.72 | 15.67 | 26.08 | 37.15 |
| fir sse4.1 | 0.28 | 3.74 | 5.64 | 10.28 | 15.98 |
| fir avx2 | 0.28 | 2.77 | 4.16 | 7.37 | 14.35 |
<!-- bench_compare_rgb end -->
@@ -59,16 +59,16 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:------:|:--------:|:-------:|:--------:|
| resize | 9.59 | 34.02 | 64.61 | 126.43 | 187.18 |
| libvips | 4.19 | 169.02 | 142.22 | 228.64 | 330.24 |
| fir rust | 0.19 | 20.30 | 25.25 | 36.57 | 49.69 |
| fir sse4.1 | 0.19 | 9.51 | 11.90 | 17.78 | 24.49 |
| fir avx2 | 0.19 | 7.11 | 8.39 | 13.68 | 21.72 |
| resize | 13.97 | 44.38 | 88.03 | 150.33 | 216.80 |
| libvips | 4.19 | 169.24 | 137.35 | 228.62 | 329.39 |
| fir rust | 0.20 | 20.57 | 25.80 | 37.26 | 50.53 |
| fir sse4.1 | 0.20 | 10.17 | 13.77 | 18.20 | 25.35 |
| fir avx2 | 0.20 | 7.41 | 9.02 | 13.46 | 25.45 |
<!-- bench_compare_rgba end -->
@@ -82,16 +82,16 @@ Pipeline:
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
has converted into grayscale image with one byte per pixel.
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 26.90 | - | 56.49 | 85.11 | 112.72 |
| resize | 6.57 | 11.06 | 18.83 | 38.44 | 63.98 |
| libvips | 2.62 | 24.92 | 6.81 | 9.84 | 12.73 |
| fir rust | 0.16 | 4.42 | 5.45 | 8.69 | 12.04 |
| fir sse4.1 | 0.16 | 1.45 | 2.02 | 3.37 | 5.44 |
| fir avx2 | 0.16 | 1.51 | 1.73 | 2.74 | 4.11 |
| image | 26.33 | - | 57.97 | 86.30 | 113.91 |
| resize | 6.59 | 11.63 | 21.04 | 45.28 | 68.73 |
| libvips | 2.66 | 24.92 | 6.83 | 9.81 | 12.72 |
| fir rust | 0.16 | 4.34 | 5.46 | 8.73 | 12.09 |
| fir sse4.1 | 0.16 | 1.66 | 2.25 | 3.67 | 5.89 |
| fir avx2 | 0.16 | 1.92 | 2.04 | 3.16 | 4.51 |
<!-- bench_compare_l end -->
@@ -106,16 +106,16 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
has converted into grayscale image with an alpha channel (two bytes per pixel).
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
- 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 | 3.66 | 94.55 | 79.09 | 122.64 | 165.17 |
| fir rust | 0.17 | 14.54 | 16.90 | 23.02 | 29.07 |
| fir sse4.1 | 0.17 | 5.82 | 7.03 | 9.72 | 13.47 |
| fir avx2 | 0.17 | 4.05 | 4.78 | 6.49 | 8.91 |
| libvips | 3.73 | 94.13 | 76.50 | 123.09 | 165.76 |
| fir rust | 0.18 | 17.96 | 20.33 | 26.63 | 32.50 |
| fir sse4.1 | 0.18 | 6.24 | 7.27 | 10.11 | 13.94 |
| fir avx2 | 0.18 | 4.23 | 5.10 | 7.01 | 9.67 |
<!-- bench_compare_la end -->
@@ -129,16 +129,16 @@ Pipeline:
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
has converted into RGB16 image.
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 29.20 | - | 82.74 | 136.66 | 191.22 |
| resize | 8.31 | 24.85 | 48.08 | 92.32 | 138.14 |
| libvips | 14.15 | 95.89 | 67.43 | 131.07 | 175.11 |
| fir rust | 0.35 | 26.30 | 45.04 | 78.18 | 113.16 |
| fir sse4.1 | 0.35 | 14.65 | 22.51 | 38.61 | 55.30 |
| fir avx2 | 0.35 | 12.59 | 17.97 | 28.09 | 36.83 |
| image | 29.05 | - | 86.11 | 142.76 | 195.46 |
| resize | 7.11 | 21.55 | 41.21 | 80.56 | 120.40 |
| libvips | 14.16 | 95.93 | 65.56 | 130.57 | 174.91 |
| fir rust | 0.34 | 26.34 | 41.24 | 70.55 | 102.27 |
| fir sse4.1 | 0.34 | 15.83 | 23.98 | 40.83 | 58.45 |
| fir avx2 | 0.34 | 12.74 | 17.92 | 28.22 | 36.64 |
<!-- bench_compare_rgb16 end -->
@@ -152,16 +152,16 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:------:|:--------:|:-------:|:--------:|
| resize | 10.41 | 34.13 | 63.85 | 126.67 | 190.86 |
| libvips | 21.24 | 181.32 | 152.83 | 241.51 | 344.01 |
| fir rust | 0.39 | 62.48 | 84.00 | 127.42 | 174.28 |
| fir sse4.1 | 0.39 | 31.00 | 41.70 | 63.55 | 85.98 |
| fir avx2 | 0.39 | 21.07 | 26.54 | 37.35 | 48.88 |
| resize | 13.98 | 44.66 | 88.98 | 150.55 | 215.91 |
| libvips | 21.38 | 182.44 | 151.63 | 245.07 | 344.34 |
| fir rust | 0.40 | 56.25 | 75.07 | 112.56 | 155.00 |
| fir sse4.1 | 0.40 | 32.20 | 43.46 | 67.05 | 91.03 |
| fir avx2 | 0.40 | 21.16 | 26.25 | 37.12 | 48.80 |
<!-- bench_compare_rgba16 end -->
@@ -175,16 +175,16 @@ Pipeline:
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
has converted into grayscale image with two bytes per pixel.
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 27.15 | - | 57.20 | 86.11 | 114.59 |
| resize | 6.94 | 10.38 | 16.53 | 34.22 | 59.67 |
| libvips | 5.74 | 34.76 | 23.81 | 43.92 | 59.54 |
| fir rust | 0.17 | 13.12 | 20.60 | 32.93 | 45.22 |
| fir sse4.1 | 0.17 | 5.01 | 7.17 | 12.71 | 18.59 |
| fir avx2 | 0.17 | 5.02 | 6.15 | 9.08 | 13.87 |
| image | 27.19 | - | 60.30 | 90.07 | 120.65 |
| resize | 5.23 | 11.68 | 21.32 | 45.53 | 69.43 |
| libvips | 5.69 | 34.84 | 23.63 | 43.63 | 59.30 |
| fir rust | 0.17 | 13.51 | 18.48 | 31.83 | 43.04 |
| fir sse4.1 | 0.17 | 5.65 | 7.69 | 13.75 | 19.97 |
| fir avx2 | 0.17 | 5.52 | 6.26 | 9.36 | 13.87 |
<!-- bench_compare_l16 end -->
@@ -199,16 +199,16 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
has converted into grayscale image with an alpha channel (four bytes per pixel).
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
- 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 | 11.30 | 104.96 | 87.94 | 133.05 | 177.05 |
| fir rust | 0.19 | 26.01 | 34.51 | 57.11 | 79.20 |
| fir sse4.1 | 0.19 | 14.57 | 20.95 | 32.23 | 45.14 |
| fir avx2 | 0.19 | 11.33 | 14.61 | 21.68 | 29.04 |
| libvips | 11.21 | 105.18 | 86.35 | 133.43 | 176.69 |
| fir rust | 0.19 | 29.30 | 36.05 | 56.42 | 76.58 |
| fir sse4.1 | 0.19 | 15.16 | 21.12 | 33.81 | 47.86 |
| fir avx2 | 0.19 | 11.73 | 14.43 | 21.45 | 28.77 |
<!-- bench_compare_la16 end -->
@@ -222,16 +222,16 @@ Pipeline:
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
has converted into grayscale image with two bytes per pixel.
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 2.25 | - | 17.43 | 34.22 | 52.11 |
| resize | 5.37 | 8.92 | 13.48 | 30.89 | 45.56 |
| libvips | 4.61 | 34.03 | 23.89 | 45.80 | 64.98 |
| fir rust | 0.19 | 7.11 | 11.74 | 25.79 | 39.27 |
| fir sse4.1 | 0.19 | 4.33 | 6.75 | 11.59 | 16.93 |
| fir avx2 | 0.19 | 3.87 | 5.17 | 7.81 | 11.16 |
| image | 23.98 | - | 48.61 | 76.35 | 102.23 |
| resize | 5.09 | 9.47 | 14.45 | 31.12 | 47.11 |
| libvips | 4.66 | 34.02 | 23.58 | 45.85 | 64.97 |
| fir rust | 0.19 | 7.34 | 11.99 | 26.38 | 39.36 |
| fir sse4.1 | 0.19 | 4.66 | 7.38 | 13.04 | 19.01 |
| fir avx2 | 0.19 | 4.34 | 5.54 | 8.73 | 12.47 |
<!-- bench_compare_l32f end -->
@@ -246,16 +246,16 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
has converted into grayscale image with an alpha channel (two `f32` values per pixel).
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
- 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 | 10.74 | 91.69 | 77.46 | 119.06 | 161.51 |
| fir rust | 0.40 | 20.41 | 27.92 | 46.32 | 68.22 |
| fir sse4.1 | 0.40 | 16.80 | 21.28 | 30.42 | 40.64 |
| fir avx2 | 0.40 | 15.46 | 17.60 | 23.08 | 28.89 |
| libvips | 10.63 | 92.48 | 75.19 | 121.33 | 162.76 |
| fir rust | 0.38 | 21.69 | 29.09 | 47.93 | 70.81 |
| fir sse4.1 | 0.38 | 17.34 | 22.56 | 33.18 | 44.69 |
| fir avx2 | 0.38 | 16.11 | 18.34 | 25.32 | 31.96 |
<!-- bench_compare_la32f end -->
@@ -269,16 +269,16 @@ Pipeline:
- Source image [nasa-4928x3279.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279.png)
has converted into RGB32F image.
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 2.94 | - | 26.03 | 50.30 | 75.89 |
| resize | 8.77 | 14.26 | 24.16 | 48.92 | 71.69 |
| libvips | 10.81 | 91.85 | 69.09 | 136.77 | 190.14 |
| fir rust | 0.87 | 13.98 | 24.68 | 48.56 | 73.59 |
| fir sse4.1 | 0.87 | 11.18 | 18.11 | 31.87 | 47.17 |
| fir avx2 | 0.87 | 9.24 | 13.08 | 21.25 | 29.01 |
| image | 25.78 | - | 62.70 | 106.83 | 141.64 |
| resize | 9.06 | 13.80 | 23.82 | 48.45 | 72.45 |
| libvips | 10.77 | 91.73 | 65.25 | 136.13 | 189.49 |
| fir rust | 0.89 | 14.21 | 25.12 | 48.44 | 73.92 |
| fir sse4.1 | 0.89 | 12.21 | 20.15 | 35.74 | 52.87 |
| fir avx2 | 0.89 | 9.77 | 14.02 | 23.58 | 32.99 |
<!-- bench_compare_rgb32f end -->
@@ -293,16 +293,16 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in the table mean a duration of image resizing in milliseconds.
- Numbers in the table mean the duration of the image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
- The `resize` crate does not support multiplying and dividing by alpha channel
for this pixel format.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|------------|:-------:|:------:|:--------:|:-------:|:--------:|
| libvips | 20.21 | 153.92 | 125.00 | 214.27 | 313.49 |
| fir rust | 1.03 | 35.41 | 44.55 | 68.91 | 92.62 |
| fir sse4.1 | 1.03 | 30.65 | 38.50 | 57.21 | 76.65 |
| fir avx2 | 1.03 | 28.66 | 30.10 | 38.79 | 48.73 |
| libvips | 19.95 | 154.11 | 126.57 | 210.63 | 310.66 |
| fir rust | 1.05 | 34.90 | 44.55 | 69.28 | 93.01 |
| fir sse4.1 | 1.05 | 31.93 | 41.31 | 62.85 | 84.26 |
| fir avx2 | 1.05 | 29.11 | 31.47 | 42.95 | 55.41 |
<!-- bench_compare_rgba32f end -->