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the-database / mpv-upscale-2x_animejanai

Real-time anime upscaling to 4k in mpv with Real-ESRGAN compact models
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Request for Benchmarks #10

Open the-database opened 1 year ago

the-database commented 1 year ago

I'm collecting benchmarks for different hardware configurations on the wiki here: https://github.com/the-database/mpv-upscale-2x_animejanai/wiki/Benchmarks

If you would like to contribute your benchmarks, please try downloading the prerelease archive 1.0.1 here: https://github.com/the-database/mpv-upscale-2x_animejanai/releases/tag/1.0.1

To run the benchmark, extract the release archive and then run the bat file at: mpv-upscale-2x_animejanai\portable_config\shaders\animejanai_v2_benchmark_all.bat. If running the bat just opens and closes the console Window immediately, an error has occurred. If that happens, please open a command window, navigate to the mpv-upscale-2x_animejanai\portable_config\shaders directory, and then run this command: .\animejanai_v2_benchmark_all.bat. Any errors that occurred should be printed to the console, please share them here.

foxbox93 commented 1 year ago

KakaoTalk_20230425_132217917_03 KakaoTalk_20230425_132217917_01 KakaoTalk_20230425_132217917_02

Unfortunately, I think my computer's performance is not good enough to test benchmarking As shown in the picture, the graphics card is broken, so I can't proceed

Only Visual Studio 2022 and cmd are on Tested with mpv-upscale-2x_animejanai-1.0.1 you posted. The cpu used is i5 13600k gpu is Geforce RTX 4070 ti

In my case, it would be better to lower the .onnx specifications.

**Additionally #9 updated the best combination in my environment https://github.com/the-database/mpv-upscale-2x_animejanai/issues/9#issuecomment-1520223848

Also, I tested rife_cuda, and it seems that it can be used if it is the same as the existing my 60fps setting

Best setting results for my environment

3

rife_cuda test

4

custom file ( i5 13600k + 4070 ti )

custom.zip

your-eggcellency commented 1 year ago

NVIDIA GeForce RTX 4090 Intel Core i9-13900K

benchmark.txt

hooke007 commented 1 year ago

7950x(No PBO) + 5600Mhz DDR5(2x) + RTX4080 It's interesting that one of the scores is higher than 4090.

480x360 640x480 768x576 1280x720 1920x1080
2x (2x_Compact) 345.79 fps 167.99 fps 126.77 fps 62.67 fps 27.93 fps
2x (2x_UltraCompact) 671.05 fps 323.08 fps 242.30 fps 117.99 fps 52.73 fps
2x (2x_SuperUltraCompact) 1840.96 fps 827.06 fps 571.67 fps 275.27 fps 118.53 fps
4x (2x_Compact+2x_Compact) 66.89 fps 37.35 fps 28.49 fps 19.40 fps
4x (2x_Compact+2x_UltraCompact) 107.56 fps 57.28 fps 45.09 fps 28.78 fps
4x (2x_Compact+2x_SuperUltraCompact) 203.77 fps 102.28 fps 77.05 fps 43.98 fps
4x (2x_UltraCompact+2x_SuperUltraCompact) 283.85 fps 144.57 fps 104.65 fps 65.30 fps
4x (2x_UltraCompact+2x_UltraCompact) 126.33 fps 70.66 fps 54.11 fps 36.45 fps
4x (2x_SuperUltraCompact+2x_SuperUltraCompact) 308.08 fps 174.35 fps 119.94 fps 85.43 fps
your-eggcellency commented 1 year ago

@hooke007

It's interesting that one of the scores is higher than 4090.

Are you referring to 480x360 2x (2x_SuperUltraCompact) 1520 fps vs 1840 fps? Framerate is extremely high here so the difference is likely due to CPU and other factors, not GPU itself. This benchmark runs in under 1 second so there's huge variability. I tried a few runs and it's giving me results ranging from 1450 to 1750.

hooke007 commented 1 year ago

Yes of course CPU and RAM speed would affect the speed. And you can check the wiki page to see more output.

the-database commented 1 year ago

Thanks to everyone who has been sharing benchmarks, please keep them coming.

Based on some of those results it seems like it might be useful to have another model with performance in between UltraCompact and SuperUltraCompact. For example the 3070 and 3070 Ti are barely unable to run UltraCompact on 23.796 fps 1080p video smoothly in mpv but they can run SuperUltraCompact easily. I'll look into it to see if it can be done easily.

foxbox93 commented 1 year ago

Based on 3070 and 3070 ti, it would be good to have the following rules.

If the 3070 is aiming to play 1080p60 I think it would be better to design the model assuming resize from the start.

5555555555

Since the 1080p60 video comes out at 52.65 fps even with SuperUltraCompact anyway, you should also think about the situation of resizing.

I recommend designing assuming 1080p is resized to 720p.

[720p-3070]

If you lower the performance slightly on UltraCompact, it will work smoothly at 60fps.

The following up-scaling methods are likely to be possible in 3070.

30fps 1080p : V2_Ultra_Compact (x2) 1080p : resize720 + V2_Ultra_Compact + V2_Ultra_Compact (x4) 720p : V1_Compact (x2) 720p : V2_Ultra_Compact + V2_Ultra_Compact (x4)

60fps 1080p : resize720 + V2_Ultra_Compact (x2) 720p : V2_Ultra_Compact (x2)

your-eggcellency commented 1 year ago

@the-database, I think it would be useful to add 6x 480x360 (or 8x) benchmarks for those people who are going to upscale old/low resolution anime into 4K. I personally have 4K screen so I might encounter such situations. Perhaps you're expecting to upscale 4x and then rely on more simple upscaling algorithms?

RoyalQX commented 1 year ago

NVIDIA GeForce RTX 3070 TI AMD Ryzen 5 5600 benchmark.txt

animeojisan commented 1 year ago

NVIDIA GeForce RTX 4070 TI AMD Ryzen 5 5600G

480x360 640x480 768x576 1280x720 1920x1080
2x (2x_Compact) 254.65 fps 132.56 fps 93.55 fps 45.74 fps 20.27 fps
2x (2x_UltraCompact) 485.64 fps 226.51 fps 160.02 fps 77.83 fps 34.48 fps
2x (2x_SuperUltraCompact) 557.97 fps 326.24 fps 229.27 fps 108.35 fps 48.22 fps
4x (2x_Compact+2x_Compact) 49.13 fps 27.47 fps 20.98 fps 14.08 fps
4x (2x_Compact+2x_UltraCompact) 74.24 fps 42.19 fps 30.87 fps 19.68 fps
4x (2x_Compact+2x_SuperUltraCompact) 92.84 fps 52.17 fps 38.13 fps 23.43 fps
4x (2x_UltraCompact+2x_SuperUltraCompact) 111.77 fps 59.93 fps 46.04 fps 29.86 fps
4x (2x_UltraCompact+2x_UltraCompact) 85.29 fps 46.37 fps 35.81 fps 23.96 fps
4x (2x_SuperUltraCompact+2x_SuperUltraCompact) 115.01 fps 65.29 fps 50.32 fps 33.36 fps
Kimi0n commented 1 year ago
RTX 3060 12GB Ryzen 5 5600X with PBO enabled 32GB DDR4 3200Mhz Ram (4x8GB) 480x360 640x480 768x576 1280x720 1920x1080
2x (2x_Compact) 113.86 fps 66.14 fps 46.68 fps 20.60 fps 9.27 fps
2x (2x_UltraCompact) 211.46 fps 123.16 fps 86.52 fps 37.88 fps 18.28 fps
2x (2x_SuperUltraCompact) 628.99 fps 367.28 fps 260.99 fps 110.11 fps 57.36 fps
4x (2x_Compact+2x_Compact) 23.78 fps 13.55 fps 10.44 fps 6.89 fps
4x (2x_Compact+2x_UltraCompact) 37.52 fps 21.42 fps 16.23 fps 9.97 fps
4x (2x_Compact+2x_SuperUltraCompact) 67.93 fps 39.39 fps 28.96 fps 15.65 fps
4x (2x_UltraCompact+2x_SuperUltraCompact) 93.88 fps 53.87 fps 40.53 fps 23.68 fps
4x (2x_UltraCompact+2x_UltraCompact) 44.14 fps 25.23 fps 19.40 fps 11.77 fps
4x (2x_SuperUltraCompact+2x_SuperUltraCompact) 133.48 fps 76.20 fps 59.18 fps 33.98 fps
AlteriaX commented 1 year ago

Intel i5-10500H 16GB DDR4 2933MHz RAM (2 x 8GB) RTX 3060 Laptop 6GB (105W)

480x360 640x480 768x576 1280x720 1920x1080
2x (2x_Compact) 107.59 fps 61.59 fps 42.79 fps 21.91 fps 9.60 fps
2x (2x_UltraCompact) 177.20 fps 99.31 fps 68.37 fps 34.68 fps 15.43 fps
2x (2x_SuperUltraCompact) 574.37 fps 331.01 fps 229.27 fps 113.49 fps 50.10 fps
4x (2x_Compact+2x_Compact) 22.12 fps 12.71 fps 9.58 fps 6.81 fps
4x (2x_Compact+2x_UltraCompact) 31.51 fps 17.67 fps 13.36 fps 9.28 fps
4x (2x_Compact+2x_SuperUltraCompact) 62.11 fps 35.11 fps 25.45 fps 15.49 fps
4x (2x_UltraCompact+2x_SuperUltraCompact) 80.94 fps 44.88 fps 32.93 fps 20.57 fps
4x (2x_UltraCompact+2x_UltraCompact) 35.64 fps 19.85 fps 15.19 fps 10.90 fps
4x (2x_SuperUltraCompact+2x_SuperUltraCompact) 118.80 fps 65.62 fps 50.30 fps 34.95 fps
Galahahad commented 1 year ago
i5 12600k RTX 3080 12G 16GB DDR4 3600MHz RAM (2 x 8GB) 480x360 640x480 768x576 1280x720 1920x1080
2x (2x_Compact) 240.89 fps 143.15 fps 101.94 fps 51.05 fps 23.06 fps
2x (2x_UltraCompact) 404.59 fps 239.46 fps 169.87 fps 84.12 fps 38.05 fps
2x (2x_SuperUltraCompact) 896.09 fps 536.44 fps 391.25 fps 194.05 fps 88.24 fps
4x (2x_Compact+2x_Compact) 52.35 fps 30.23 fps 23.31 fps 16.03 fps
4x (2x_Compact+2x_UltraCompact) 76.19 fps 44.05 fps 33.60 fps 21.82 fps
4x (2x_Compact+2x_SuperUltraCompact) 124.32 fps 72.34 fps 54.23 fps 32.39 fps
4x (2x_UltraCompact+2x_SuperUltraCompact) 156.80 fps 90.88 fps 68.65 fps 42.78 fps
4x (2x_UltraCompact+2x_UltraCompact) 87.26 fps 50.18 fps 38.78 fps 26.20 fps
4x (2x_SuperUltraCompact+2x_SuperUltraCompact) 198.58 fps 115.12 fps 88.64 fps 60.41 fps
i5 12600k RTX 3080 12G 32GB DDR4 3600MHz RAM (4 x 8GB) 480x360 640x480 768x576 1280x720 1920x1080
2x (2x_Compact) 239.51 fps 142.09 fps 101.09 fps 50.71 fps 22.85 fps
2x (2x_UltraCompact) 405.23 fps 239.25 fps 169.49 fps 84.25 fps 38.02 fps
2x (2x_SuperUltraCompact) 889.07 fps 543.97 fps 387.56 fps 194.30 fps 88.14 fps
4x (2x_Compact+2x_Compact) 52.05 fps 30.06 fps 23.21 fps 16.06 fps
4x (2x_Compact+2x_UltraCompact) 76.02 fps 43.92 fps 33.53 fps 21.87 fps
4x (2x_Compact+2x_SuperUltraCompact) 123.95 fps 72.14 fps 53.89 fps 32.19 fps
4x (2x_UltraCompact+2x_SuperUltraCompact) 157.29 fps 90.93 fps 68.56 fps 42.85 fps
4x (2x_UltraCompact+2x_UltraCompact) 87.05 fps 50.06 fps 38.46 fps 26.26 fps
4x (2x_SuperUltraCompact+2x_SuperUltraCompact) 198.75 fps 115.03 fps 87.39 fps 60.48 fps
mitch1887 commented 1 year ago

NVIDIA GeForce RTX 2080 Ti AMD Ryzen 9 5900X 32GB DDR4 3800MHz RAM (2 x 16GB)

480x360 640x480 768x576 1280x720 1920x1080
2x (2x_Compact) 197.70 fps 115.51 fps 81.54 fps 40.39 fps 18.11 fps
2x (2x_UltraCompact) 366.62 fps 214.35 fps 151.26 fps 75.05 fps 33.63 fps
2x (2x_SuperUltraCompact) 759.26 fps 451.13 fps 321.36 fps 160.86 fps 72.56 fps
4x (2x_Compact+2x_Compact) 41.90 fps 24.03 fps 18.47 fps 12.61 fps
4x (2x_Compact+2x_UltraCompact) 65.91 fps 37.86 fps 28.78 fps 18.40 fps
4x (2x_Compact+2x_SuperUltraCompact) 102.40 fps 59.11 fps 43.97 fps 25.95 fps
4x (2x_UltraCompact+2x_SuperUltraCompact) 134.48 fps 77.38 fps 58.56 fps 36.84 fps
4x (2x_UltraCompact+2x_UltraCompact) 77.86 fps 44.60 fps 34.36 fps 23.23 fps
4x (2x_SuperUltraCompact+2x_SuperUltraCompact) 165.85 fps 95.57 fps 73.74 fps 50.04 fps