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Updated results of benchmarks.

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Kirill Kuzminykh
2023-01-21 23:25:34 +04:00
parent 309d4a7b67
commit e3b33da28d
5 changed files with 73 additions and 68 deletions
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Cargo.lock
Generated
-1
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@@ -231,7 +231,6 @@ dependencies = [
"lazy_static",
"num-traits",
"oorandom",
"rayon",
"regex",
"serde",
"serde_derive",
Cargo.toml
+1 -4
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@@ -37,14 +37,11 @@ serde = { version = "1.0", features = ["serde_derive"] }
serde_json = "1.0"
walkdir = "2"
itertools = "0.10.5"
criterion = { version = "0.4.0", default-features = false, features = ["cargo_bench_support"] }
[target.'cfg(not(target_arch = "wasm32"))'.dev-dependencies]
criterion = { version = "0.4.0", default-features = false, features = ["cargo_bench_support", "rayon"] }
nix = { version = "0.26.1", default-features = false, features = ["sched"] }
[target.'cfg(target_arch = "wasm32")'.dev-dependencies]
criterion = { version = "0.4.0", default-features = false, features = ["cargo_bench_support"] }
[[bench]]
name = "bench_resize"
benchmarks-arm64.md
+26 -26
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@@ -32,10 +32,10 @@ Pipeline:
[comment]: <> (bench_compare_rgb start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| image | 84.33 | 170.75 | 319.95 | 448.10 |
| resize | - | 89.86 | 179.23 | 265.31 |
| fir rust | 0.90 | 71.68 | 87.07 | 112.47 |
| fir neon | 0.90 | 42.73 | 57.20 | 81.35 |
| image | 77.82 | 166.34 | 318.31 | 447.70 |
| resize | - | 89.95 | 179.26 | 265.28 |
| fir rust | 0.84 | 71.85 | 87.39 | 112.75 |
| fir neon | - | 42.56 | 57.11 | 81.74 |
[comment]: <> (bench_compare_rgb end)
### Resize RGBA8 image (U8x4) 4928x3279 => 852x567
@@ -52,9 +52,9 @@ Pipeline:
[comment]: <> (bench_compare_rgba start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| resize | - | 99.18 | 181.80 | 276.46 |
| fir rust | 0.97 | 92.81 | 104.67 | 153.96 |
| fir neon | 0.97 | 44.09 | 61.19 | 82.98 |
| resize | - | 112.97 | 194.88 | 290.31 |
| fir rust | 0.90 | 94.03 | 108.22 | 155.51 |
| fir neon | - | 44.78 | 61.97 | 83.75 |
[comment]: <> (bench_compare_rgba end)
### Resize L8 image (U8) 4928x3279 => 852x567
@@ -70,10 +70,10 @@ Pipeline:
[comment]: <> (bench_compare_l start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| image | 74.86 | 105.85 | 175.70 | 243.32 |
| resize | - | 37.14 | 83.02 | 127.44 |
| fir rust | 0.51 | 29.42 | 37.32 | 45.47 |
| fir neon | 0.51 | 15.00 | 19.95 | 28.16 |
| image | 73.09 | 101.52 | 172.02 | 240.76 |
| resize | - | 37.00 | 83.10 | 127.36 |
| fir rust | 0.50 | 29.73 | 37.61 | 45.57 |
| fir neon | - | 15.05 | 19.87 | 28.16 |
[comment]: <> (bench_compare_l end)
### Resize LA8 image (U8x2) 4928x3279 => 852x567
@@ -92,8 +92,8 @@ Pipeline:
[comment]: <> (bench_compare_la start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| fir rust | 0.64 | 59.82 | 74.89 | 73.10 |
| fir neon | 0.64 | 34.80 | 39.24 | 54.70 |
| fir rust | 0.66 | 60.16 | 75.12 | 72.12 |
| fir neon | - | 34.04 | 38.78 | 54.64 |
[comment]: <> (bench_compare_la end)
### Resize RGB16 image (U16x3) 4928x3279 => 852x567
@@ -109,10 +109,10 @@ Pipeline:
[comment]: <> (bench_compare_rgb16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| image | 87.37 | 168.47 | 327.72 | 473.01 |
| resize | - | 91.11 | 182.73 | 271.48 |
| fir rust | 1.39 | 146.88 | 274.83 | 392.52 |
| fir neon | 1.39 | 70.00 | 92.13 | 128.36 |
| image | 81.46 | 160.19 | 321.65 | 467.87 |
| resize | - | 89.82 | 178.05 | 265.63 |
| fir rust | 1.34 | 147.53 | 275.24 | 393.69 |
| fir neon | - | 74.69 | 93.43 | 128.71 |
[comment]: <> (bench_compare_rgb16 end)
### Resize RGBA16 image (U16x4) 4928x3279 => 852x567
@@ -129,9 +129,9 @@ Pipeline:
[comment]: <> (bench_compare_rgba16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| resize | - | 102.42 | 185.36 | 284.94 |
| fir rust | 1.51 | 202.31 | 365.93 | 521.22 |
| fir neon | 1.51 | 76.89 | 117.58 | 159.40 |
| resize | - | 117.12 | 199.91 | 299.59 |
| fir rust | 1.47 | 202.72 | 366.54 | 521.53 |
| fir neon | - | 77.87 | 117.41 | 159.86 |
[comment]: <> (bench_compare_rgba16 end)
### Resize L16 image (U16) 4928x3279 => 852x567
@@ -147,10 +147,10 @@ Pipeline:
[comment]: <> (bench_compare_l16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| image | 76.09 | 110.82 | 186.44 | 257.87 |
| resize | - | 39.65 | 63.88 | 87.06 |
| fir rust | 0.63 | 57.32 | 94.92 | 134.83 |
| fir neon | 0.63 | 17.98 | 26.84 | 37.71 |
| image | 72.40 | 108.05 | 185.31 | 257.56 |
| resize | - | 40.61 | 63.90 | 86.94 |
| fir rust | 0.60 | 57.44 | 95.16 | 135.22 |
| fir neon | - | 17.43 | 26.64 | 37.89 |
[comment]: <> (bench_compare_l16 end)
### Resize LA16 (luma with alpha channel) image (U16x2) 4928x3279 => 852x567
@@ -169,6 +169,6 @@ Pipeline:
[comment]: <> (bench_compare_la16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|----------|:-------:|:--------:|:----------:|:--------:|
| fir rust | 0.95 | 105.92 | 192.14 | 270.89 |
| fir neon | 0.95 | 35.57 | 53.51 | 73.13 |
| fir rust | 0.93 | 106.84 | 192.33 | 271.30 |
| fir neon | - | 35.80 | 53.86 | 73.44 |
[comment]: <> (bench_compare_la16 end)
benchmarks-x86_64.md
+36 -36
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@@ -33,11 +33,11 @@ Pipeline:
[comment]: <> (bench_compare_rgb start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| image | 20.66 | 82.74 | 141.56 | 199.96 |
| resize | - | 48.75 | 97.42 | 145.70 |
| fir rust | 0.28 | 39.57 | 67.00 | 98.50 |
| fir sse4.1 | 0.28 | 9.63 | 14.13 | 19.84 |
| fir avx2 | 0.28 | 7.73 | 9.67 | 14.66 |
| image | 18.74 | 80.85 | 138.40 | 196.43 |
| resize | - | 48.75 | 97.45 | 145.80 |
| fir rust | 0.28 | 38.90 | 78.31 | 111.49 |
| fir sse4.1 | - | 9.92 | 14.35 | 20.07 |
| fir avx2 | - | 7.82 | 9.90 | 14.48 |
[comment]: <> (bench_compare_rgb end)
### Resize RGBA8 image (U8x4) 4928x3279 => 852x567
@@ -49,15 +49,15 @@ 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.
- The `image` crate does not support multiplying and dividing by alpha channel.
- The `image` crate does not support multiplying and dividing by alpha channel.
[comment]: <> (bench_compare_rgba start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| resize | - | 65.74 | 130.18 | 194.13 |
| fir rust | 0.19 | 35.61 | 52.50 | 75.76 |
| fir sse4.1 | 0.19 | 13.19 | 17.25 | 22.62 |
| fir avx2 | 0.19 | 9.57 | 11.97 | 16.37 |
| resize | - | 73.08 | 137.79 | 201.39 |
| fir rust | 0.19 | 34.74 | 47.92 | 68.65 |
| fir sse4.1 | - | 13.03 | 17.35 | 22.69 |
| fir avx2 | - | 9.43 | 11.88 | 16.38 |
[comment]: <> (bench_compare_rgba end)
### Resize L8 image (U8) 4928x3279 => 852x567
@@ -73,11 +73,11 @@ Pipeline:
[comment]: <> (bench_compare_l start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| image | 16.97 | 48.47 | 77.55 | 107.48 |
| resize | - | 17.10 | 35.46 | 60.94 |
| fir rust | 0.15 | 13.44 | 14.73 | 22.58 |
| fir sse4.1 | 0.15 | 4.99 | 5.28 | 8.05 |
| fir avx2 | 0.15 | 7.09 | 5.18 | 8.60 |
| image | 16.07 | 47.59 | 74.81 | 102.84 |
| resize | - | 17.09 | 35.49 | 60.93 |
| fir rust | 0.15 | 13.59 | 15.52 | 23.87 |
| fir sse4.1 | - | 5.00 | 5.31 | 8.07 |
| fir avx2 | - | 7.11 | 5.19 | 8.58 |
[comment]: <> (bench_compare_l end)
### Resize LA8 image (U8x2) 4928x3279 => 852x567
@@ -96,9 +96,9 @@ Pipeline:
[comment]: <> (bench_compare_la start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| fir rust | 0.17 | 25.43 | 28.72 | 39.33 |
| fir sse4.1 | 0.17 | 12.66 | 14.10 | 17.66 |
| fir avx2 | 0.17 | 8.76 | 9.70 | 12.28 |
| fir rust | 0.17 | 24.66 | 28.86 | 39.83 |
| fir sse4.1 | - | 12.72 | 14.20 | 17.78 |
| fir avx2 | - | 8.74 | 9.76 | 12.42 |
[comment]: <> (bench_compare_la end)
### Resize RGB16 image (U16x3) 4928x3279 => 852x567
@@ -114,11 +114,11 @@ Pipeline:
[comment]: <> (bench_compare_rgb16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| image | 20.82 | 75.42 | 127.53 | 179.75 |
| resize | - | 45.50 | 89.58 | 132.75 |
| fir rust | 0.33 | 43.32 | 78.99 | 113.80 |
| fir sse4.1 | 0.33 | 24.42 | 39.46 | 55.70 |
| fir avx2 | 0.33 | 20.17 | 30.73 | 36.83 |
| image | 18.97 | 74.21 | 138.04 | 186.05 |
| resize | - | 45.81 | 89.88 | 132.87 |
| fir rust | 0.33 | 42.44 | 71.39 | 99.56 |
| fir sse4.1 | - | 24.64 | 39.98 | 56.36 |
| fir avx2 | - | 20.22 | 30.88 | 37.19 |
[comment]: <> (bench_compare_rgb16 end)
### Resize RGBA16 image (U16x4) 4928x3279 => 852x567
@@ -135,10 +135,10 @@ Pipeline:
[comment]: <> (bench_compare_rgba16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| resize | - | 63.82 | 126.13 | 187.90 |
| fir rust | 0.30 | 79.65 | 117.15 | 157.65 |
| fir sse4.1 | 0.30 | 43.40 | 64.83 | 86.98 |
| fir avx2 | 0.30 | 25.63 | 36.85 | 48.28 |
| resize | - | 71.04 | 133.27 | 194.32 |
| fir rust | 0.36 | 80.55 | 118.26 | 158.83 |
| fir sse4.1 | - | 43.41 | 65.24 | 87.44 |
| fir avx2 | - | 25.79 | 36.47 | 47.91 |
[comment]: <> (bench_compare_rgba16 end)
### Resize L16 image (U16) 4928x3279 => 852x567
@@ -154,11 +154,11 @@ Pipeline:
[comment]: <> (bench_compare_l16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| image | 17.41 | 49.38 | 78.97 | 109.71 |
| resize | - | 15.30 | 31.51 | 56.97 |
| fir rust | 0.16 | 19.20 | 27.82 | 38.54 |
| fir sse4.1 | 0.16 | 8.07 | 13.39 | 19.30 |
| fir avx2 | 0.16 | 6.61 | 8.60 | 13.67 |
| image | 15.89 | 47.75 | 75.79 | 104.00 |
| resize | - | 15.42 | 31.89 | 57.14 |
| fir rust | 0.17 | 18.66 | 27.70 | 38.69 |
| fir sse4.1 | - | 8.14 | 13.64 | 19.35 |
| fir avx2 | - | 6.65 | 8.84 | 13.98 |
[comment]: <> (bench_compare_l16 end)
### Resize LA16 (luma with alpha channel) image (U16x2) 4928x3279 => 852x567
@@ -177,7 +177,7 @@ Pipeline:
[comment]: <> (bench_compare_la16 start)
| | Nearest | Bilinear | CatmullRom | Lanczos3 |
|------------|:-------:|:--------:|:----------:|:--------:|
| fir rust | 0.19 | 34.47 | 52.74 | 71.32 |
| fir sse4.1 | 0.19 | 22.10 | 34.18 | 46.62 |
| fir avx2 | 0.19 | 15.17 | 21.85 | 29.09 |
[comment]: <> (bench_compare_la16 end)
| fir rust | 0.19 | 33.55 | 52.91 | 72.29 |
| fir sse4.1 | - | 21.98 | 34.08 | 46.66 |
| fir avx2 | - | 15.28 | 21.92 | 29.29 |
[comment]: <> (bench_compare_la16 end)
dev.md
+10 -1
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@@ -19,6 +19,15 @@ Run tests without saving result images as files in `./data` directory:
DONT_SAVE_RESULT=1 cargo test
```
# Benchmarks
Run benchmarks to compare with other crates for image resizing and write results into
report files, such as `./benchmarks-x86_64.md`:
```shell
WRITE_COMPARE_RESULT=1 cargo bench -- Compare
```
# Wasm32
Specify build target in `.cargo/config.toml` file.
@@ -47,7 +56,7 @@ Run a specific benchmark in `quick` mode:
CARGO_TARGET_WASM32_WASI_RUNNER="wasmtime --dir=." cargo wasi bench --bench bench_resize -- --quick
```
Run benchmarks to compare with other image resize crates and write results into
Run benchmarks to compare with other crates for image resizing and write results into
report files, such as `./benchmarks-x86_64.md`:
```shell
CARGO_TARGET_WASM32_WASI_RUNNER="wasmtime --dir=. --env WRITE_COMPARE_RESULT=1" cargo wasi bench -- Compare