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Added placeholders for F32 based pixel types into benchmarks for arm64 and wasm32 archs.

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Kirill Kuzminykh
2024-07-06 11:49:24 +03:00
parent 564a28ac9d
commit 57c547c15f
4 changed files with 216 additions and 42 deletions
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benches/templates/introduction.md.tera
+1 -1
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@@ -13,7 +13,7 @@ Environment:
- criterion = "0.5.1"
- fast_image_resize = "4.1.0"
{% if arch_id == "wasm32" -%}
- wasmtime = "20.0.0"
- wasmtime = "22.0.0"
{% endif %}
Other libraries used to compare of resizing speed:
benchmarks-arm64.md
+127 -40
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@@ -6,15 +6,15 @@ Environment:
- CPU: Neoverse-N1 2GHz (Oracle Cloud Compute, VM.Standard.A1.Flex)
- Ubuntu 22.04 (linux 6.5.0)
- Rust 1.78
- Rust 1.79
- criterion = "0.5.1"
- fast_image_resize = "4.0.0"
- fast_image_resize = "4.1.0"
Other libraries used to compare of resizing speed:
- 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 = "0.8.4" (<https://crates.io/crates/resize>, single-threaded mode)
- libvips = "8.12.1" (single-threaded mode)
Resize algorithms:
@@ -39,11 +39,11 @@ Pipeline:
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| image | 81.35 | - | 155.47 | 292.99 | 420.30 |
| resize | 17.88 | 58.72 | 99.72 | 191.53 | 283.22 |
| libvips | 26.19 | 127.94 | 108.26 | 211.62 | 281.96 |
| fir rust | 0.90 | 25.61 | 40.74 | 105.03 | 140.08 |
| fir neon | 0.90 | 19.74 | 29.20 | 49.33 | 73.89 |
| 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 |
<!-- bench_compare_rgb end -->
@@ -62,10 +62,10 @@ Pipeline:
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| resize | 24.78 | 87.91 | 123.06 | 214.90 | 304.80 |
| libvips | 35.85 | 237.77 | 359.87 | 708.06 | 956.23 |
| fir rust | 0.94 | 49.35 | 66.77 | 154.14 | 202.65 |
| fir neon | 0.94 | 36.60 | 50.20 | 76.66 | 106.89 |
| 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 |
<!-- bench_compare_rgba end -->
@@ -83,11 +83,11 @@ Pipeline:
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 77.04 | - | 106.26 | 173.16 | 243.71 |
| resize | 11.02 | 29.25 | 41.11 | 67.09 | 96.79 |
| libvips | 12.02 | 49.78 | 39.45 | 72.24 | 95.72 |
| fir rust | 0.50 | 10.14 | 14.42 | 34.24 | 45.02 |
| fir neon | 0.50 | 6.14 | 9.33 | 16.24 | 24.50 |
| 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 |
<!-- bench_compare_l end -->
@@ -101,16 +101,16 @@ 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 alpha channel (two bytes per pixel).
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.
- 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 | 19.49 | 147.59 | 223.85 | 401.32 | 549.79 |
| fir rust | 0.67 | 25.55 | 36.12 | 66.30 | 74.14 |
| fir neon | 0.67 | 18.32 | 24.74 | 37.13 | 53.14 |
| 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 |
<!-- bench_compare_la end -->
@@ -128,11 +128,11 @@ Pipeline:
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| image | 82.63 | - | 156.54 | 313.14 | 458.26 |
| resize | 19.42 | 58.83 | 98.96 | 187.79 | 273.43 |
| libvips | 27.75 | 142.96 | 116.71 | 240.22 | 310.89 |
| fir rust | 1.46 | 56.42 | 78.80 | 138.76 | 180.98 |
| fir neon | 1.46 | 62.65 | 72.34 | 95.01 | 134.46 |
| 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 |
<!-- bench_compare_rgb16 end -->
@@ -151,10 +151,10 @@ Pipeline:
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:------:|:--------:|:-------:|:--------:|
| resize | 28.30 | 92.30 | 133.03 | 231.50 | 331.17 |
| libvips | 37.22 | 244.27 | 374.70 | 734.02 | 1002.61 |
| fir rust | 1.54 | 102.16 | 136.90 | 226.23 | 287.39 |
| fir neon | 1.54 | 56.83 | 79.00 | 120.50 | 166.11 |
| 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 |
<!-- bench_compare_rgba16 end -->
@@ -172,11 +172,11 @@ Pipeline:
| | Nearest | Box | Bilinear | Bicubic | Lanczos3 |
|----------|:-------:|:-----:|:--------:|:-------:|:--------:|
| image | 77.69 | - | 107.96 | 183.76 | 257.47 |
| resize | 11.67 | 28.88 | 47.17 | 76.66 | 103.51 |
| libvips | 12.48 | 55.66 | 41.58 | 82.70 | 106.61 |
| fir rust | 0.66 | 26.14 | 36.65 | 55.52 | 76.01 |
| fir neon | 0.66 | 13.37 | 17.58 | 27.39 | 39.01 |
| 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 |
<!-- bench_compare_l16 end -->
@@ -190,15 +190,102 @@ 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).
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.
- 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 | 20.62 | 152.38 | 238.83 | 433.39 | 584.20 |
| fir rust | 0.95 | 43.78 | 60.65 | 95.25 | 132.69 |
| fir neon | 0.95 | 27.28 | 36.73 | 55.64 | 76.28 |
| 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 |
<!-- bench_compare_la16 end -->
<!-- bench_compare_l32f start -->
### Resize L32F image (F32) 4928x3279 => 852x567
Pipeline:
`src_image => resize => dst_image`
- 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.
| | 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 |
<!-- bench_compare_l32f end -->
<!-- bench_compare_la32f start -->
### Resize LA-F32 (luma with alpha channel) image (F32x2) 4928x3279 => 852x567
Pipeline:
`src_image => multiply by alpha => resize => divide by alpha => dst_image`
- 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.
- 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 |
<!-- bench_compare_la32f end -->
<!-- bench_compare_rgb32f start -->
### Resize RGB16F image (F32x3) 4928x3279 => 852x567
Pipeline:
`src_image => resize => dst_image`
- 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.
| | 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 |
<!-- bench_compare_rgb32f end -->
<!-- bench_compare_rgba32f start -->
### Resize RGBA32F image (F32x4) 4928x3279 => 852x567
Pipeline:
`src_image => multiply by alpha => resize => divide by alpha => dst_image`
- 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.
- 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 | 23.22 | 111.26 | 140.16 | 249.97 | 381.64 |
| fir rust | 1.01 | 35.88 | 45.64 | 70.56 | 93.29 |
<!-- bench_compare_rgba32f end -->
benchmarks-wasm32.md
+87
View File
@@ -195,3 +195,90 @@ Pipeline:
| fir simd128 | 0.25 | 28.50 | 40.57 | 65.66 | 92.68 |
<!-- bench_compare_la16 end -->
<!-- bench_compare_l32f start -->
### Resize L32F image (F32) 4928x3279 => 852x567
Pipeline:
`src_image => resize => dst_image`
- 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.
| | 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 |
<!-- bench_compare_l32f end -->
<!-- bench_compare_la32f start -->
### Resize LA-F32 (luma with alpha channel) image (F32x2) 4928x3279 => 852x567
Pipeline:
`src_image => multiply by alpha => resize => divide by alpha => dst_image`
- 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.
- 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 |
<!-- bench_compare_la32f end -->
<!-- bench_compare_rgb32f start -->
### Resize RGB16F image (F32x3) 4928x3279 => 852x567
Pipeline:
`src_image => resize => dst_image`
- 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.
| | 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 |
<!-- bench_compare_rgb32f end -->
<!-- bench_compare_rgba32f start -->
### Resize RGBA32F image (F32x4) 4928x3279 => 852x567
Pipeline:
`src_image => multiply by alpha => resize => divide by alpha => dst_image`
- 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.
- 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 | 23.22 | 111.26 | 140.16 | 249.97 | 381.64 |
| fir rust | 1.01 | 35.88 | 45.64 | 70.56 | 93.29 |
<!-- bench_compare_rgba32f end -->
src/pixels.rs
+1 -1
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@@ -111,7 +111,7 @@ impl PixelComponent for u16 {
}
impl PixelComponent for i32 {
type CountOfComponentValues = Values<0x100000000>;
type CountOfComponentValues = Values<0>;
}
impl PixelComponent for f32 {