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Updated results of Aarch64 benchmarks.

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This commit is contained in:
Kirill Kuzminykh
2024-04-19 08:15:00 +03:00
parent 4651d524bd
commit d31c9b7a49
9 changed files with 73 additions and 57 deletions
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benches/templates/bench_compare_l.md.tera
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@@ -6,6 +6,6 @@ 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 table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
{{ compare_results -}}
benches/templates/bench_compare_l16.md.tera
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@@ -6,6 +6,6 @@ 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 table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
{{ compare_results -}}
benches/templates/bench_compare_la.md.tera
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@@ -7,7 +7,7 @@ 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 alpha channel (two bytes per pixel).
- Numbers in table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of 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.
benches/templates/bench_compare_la16.md.tera
+1 -1
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@@ -7,7 +7,7 @@ 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 alpha channel (four bytes per pixel).
- Numbers in table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of 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.
benches/templates/bench_compare_rgb.md.tera
+1 -1
View File
@@ -5,6 +5,6 @@ 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 table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
{{ compare_results -}}
benches/templates/bench_compare_rgb16.md.tera
+1 -1
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@@ -6,6 +6,6 @@ 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 table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
{{ compare_results -}}
benches/templates/bench_compare_rgba.md.tera
+1 -1
View File
@@ -6,7 +6,7 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
{{ compare_results -}}
benches/templates/bench_compare_rgba16.md.tera
+1 -1
View File
@@ -6,7 +6,7 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in table are mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
{{ compare_results -}}
benchmarks-arm64.md
+65 -49
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@@ -1,22 +1,21 @@
<!-- introduction start -->
## Benchmarks of fast_image_resize crate for arm64 architecture
Environment:
- CPU: Neoverse-N1 2GHz (Oracle Cloud Compute, VM.Standard.A1.Flex)
- Ubuntu 22.04 (linux 6.2.0)
- Rust 1.75.0
- Ubuntu 22.04 (linux 6.5.0)
- Rust 1.77.2
- criterion = "0.5.1"
- fast_image_resize = "3.0.0"
- fast_image_resize = "4.0.0"
Other libraries used to compare of resizing speed:
- image = "0.24.7" (<https://crates.io/crates/image>)
- resize = "0.8.3" (<https://crates.io/crates/resize>)
- image = "0.25.1" (<https://crates.io/crates/image>)
- resize = "0.8.4" (<https://crates.io/crates/resize>)
- libvips = "8.12.1" (single-threaded mode, cache disabled)
Resize algorithms:
- Nearest
@@ -24,9 +23,11 @@ Resize algorithms:
- Bilinear - convolution with minimal kernel size 2x2 px
- Bicubic (CatmullRom) - convolution with minimal kernel size 4x4 px
- Lanczos3 - convolution with minimal kernel size 6x6 px
<!-- introduction end -->
<!-- bench_compare_rgb start -->
### Resize RGB8 image (U8x3) 4928x3279 => 852x567
Pipeline:
@@ -34,18 +35,20 @@ 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 table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| image | 84.23 | - | 158.27 | 300.25 | 424.18 |
| resize | - | 54.79 | 101.83 | 214.95 | 312.68 |
| libvips | 26.96 | 127.39 | 108.26 | 211.88 | 285.14 |
| fir rust | 0.90 | 21.34 | 33.56 | 79.22 | 101.92 |
| fir neon | 0.90 | 20.30 | 30.95 | 54.08 | 79.14 |
| image | 90.20 | - | 166.08 | 303.20 | 430.75 |
| resize | 15.68 | 54.30 | 101.43 | 199.72 | 303.02 |
| libvips | 26.78 | 128.18 | 105.36 | 212.25 | 284.64 |
| fir rust | 0.89 | 21.91 | 35.02 | 79.65 | 107.28 |
| fir neon | 0.89 | 20.05 | 30.20 | 49.85 | 73.68 |
<!-- bench_compare_rgb end -->
<!-- bench_compare_rgba start -->
### Resize RGBA8 image (U8x4) 4928x3279 => 852x567
Pipeline:
@@ -54,18 +57,20 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| resize | - | 90.34 | 126.89 | 214.26 | 306.18 |
| libvips | 36.27 | 236.63 | 362.93 | 706.31 | 959.75 |
| fir rust | 1.00 | 47.82 | 62.33 | 125.25 | 160.17 |
| fir neon | 1.00 | 38.19 | 52.98 | 81.18 | 113.44 |
| resize | 25.67 | 85.67 | 124.05 | 214.50 | 307.61 |
| libvips | 35.85 | 235.69 | 358.87 | 707.52 | 951.53 |
| fir rust | 0.95 | 45.27 | 58.06 | 121.95 | 159.06 |
| fir neon | 0.95 | 36.69 | 49.59 | 77.06 | 107.21 |
<!-- bench_compare_rgba end -->
<!-- bench_compare_l start -->
### Resize L8 image (U8) 4928x3279 => 852x567
Pipeline:
@@ -74,18 +79,20 @@ 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 table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 80.44 | - | 104.41 | 177.41 | 245.26 |
| resize | - | 29.58 | 40.81 | 69.88 | 99.03 |
| libvips | 12.42 | 50.65 | 39.70 | 71.96 | 96.63 |
| fir rust | 0.49 | 8.89 | 12.50 | 18.65 | 28.38 |
| fir neon | 0.49 | 6.65 | 10.48 | 17.71 | 26.15 |
| image | 82.62 | - | 107.17 | 176.69 | 244.89 |
| resize | 10.55 | 29.08 | 42.17 | 70.09 | 104.17 |
| libvips | 12.31 | 49.87 | 38.62 | 71.87 | 94.15 |
| fir rust | 0.50 | 8.93 | 12.49 | 18.52 | 27.88 |
| fir neon | 0.50 | 6.18 | 9.78 | 16.88 | 25.27 |
<!-- bench_compare_l end -->
<!-- bench_compare_la start -->
### Resize LA8 image (U8x2) 4928x3279 => 852x567
Pipeline:
@@ -95,18 +102,20 @@ 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 alpha channel (two bytes per pixel).
- Numbers in table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of 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 | 19.61 | 146.02 | 227.87 | 406.12 | 552.30 |
| fir rust | 0.68 | 21.96 | 30.28 | 49.89 | 57.94 |
| fir neon | 0.68 | 19.20 | 25.86 | 38.59 | 54.96 |
| libvips | 19.64 | 146.86 | 222.28 | 406.17 | 551.26 |
| fir rust | 0.66 | 23.51 | 31.74 | 61.53 | 70.75 |
| fir neon | 0.66 | 19.56 | 25.77 | 38.22 | 54.01 |
<!-- bench_compare_la end -->
<!-- bench_compare_rgb16 start -->
### Resize RGB16 image (U16x3) 4928x3279 => 852x567
Pipeline:
@@ -115,18 +124,20 @@ 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 table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| image | 85.49 | - | 158.64 | 325.95 | 476.04 |
| resize | - | 59.51 | 109.85 | 221.47 | 331.32 |
| libvips | 27.84 | 142.44 | 118.54 | 244.13 | 315.47 |
| fir rust | 1.46 | 54.02 | 76.02 | 133.93 | 165.37 |
| fir neon | 1.46 | 63.23 | 71.72 | 90.48 | 127.29 |
| image | 92.23 | - | 168.25 | 322.07 | 478.89 |
| resize | 18.81 | 58.74 | 110.13 | 226.83 | 328.52 |
| libvips | 27.46 | 140.79 | 115.85 | 240.04 | 313.65 |
| fir rust | 1.38 | 59.23 | 86.66 | 156.94 | 194.54 |
| fir neon | 1.38 | 63.84 | 70.34 | 89.05 | 126.25 |
<!-- bench_compare_rgb16 end -->
<!-- bench_compare_rgba16 start -->
### Resize RGBA16 image (U16x4) 4928x3279 => 852x567
Pipeline:
@@ -135,18 +146,20 @@ Pipeline:
- Source image
[nasa-4928x3279-rgba.png](https://github.com/Cykooz/fast_image_resize/blob/main/data/nasa-4928x3279-rgba.png)
- Numbers in table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
- The `image` crate does not support multiplying and dividing by alpha channel.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| resize | - | 87.97 | 148.55 | 281.23 | 396.41 |
| libvips | 38.35 | 247.96 | 373.37 | 739.72 | 1010.18 |
| fir rust | 1.58 | 76.35 | 108.01 | 185.41 | 245.74 |
| fir neon | 1.58 | 58.50 | 78.71 | 118.26 | 160.98 |
| resize | 27.79 | 86.11 | 146.72 | 276.74 | 396.76 |
| libvips | 37.78 | 245.44 | 377.70 | 733.81 | 990.11 |
| fir rust | 1.53 | 76.85 | 109.19 | 185.33 | 247.13 |
| fir neon | 1.53 | 57.80 | 77.53 | 117.35 | 160.90 |
<!-- bench_compare_rgba16 end -->
<!-- bench_compare_l16 start -->
### Resize L16 image (U16) 4928x3279 => 852x567
Pipeline:
@@ -155,18 +168,20 @@ 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 table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of image resizing in milliseconds.
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 80.61 | - | 110.48 | 186.24 | 257.99 |
| resize | - | 28.96 | 45.77 | 82.03 | 99.50 |
| libvips | 12.46 | 54.61 | 43.46 | 82.52 | 106.08 |
| fir rust | 0.66 | 26.66 | 36.91 | 54.87 | 77.55 |
| fir neon | 0.66 | 13.21 | 17.64 | 26.98 | 37.92 |
| image | 83.01 | - | 114.49 | 188.01 | 252.44 |
| resize | 11.17 | 28.98 | 46.08 | 79.95 | 103.28 |
| libvips | 12.27 | 55.24 | 42.38 | 79.91 | 106.25 |
| fir rust | 0.65 | 27.74 | 37.38 | 56.50 | 77.09 |
| fir neon | 0.65 | 13.23 | 17.10 | 27.05 | 38.15 |
<!-- bench_compare_l16 end -->
<!-- bench_compare_la16 start -->
### Resize LA16 (luma with alpha channel) image (U16x2) 4928x3279 => 852x567
Pipeline:
@@ -176,13 +191,14 @@ 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 alpha channel (four bytes per pixel).
- Numbers in table is mean duration of image resizing in milliseconds.
- Numbers in the table mean a duration of 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 | 21.68 | 152.92 | 242.95 | 430.93 | 587.43 |
| fir rust | 1.02 | 44.28 | 60.84 | 97.75 | 131.67 |
| fir neon | 1.02 | 27.06 | 35.12 | 53.16 | 72.03 |
| libvips | 20.91 | 150.82 | 239.37 | 430.56 | 585.25 |
| fir rust | 0.95 | 44.09 | 60.50 | 99.71 | 133.58 |
| fir neon | 0.95 | 26.79 | 35.08 | 51.66 | 68.65 |
<!-- bench_compare_la16 end -->