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Performance Benchmarks

Felixkruemel edited this page Nov 22, 2020 · 11 revisions

Below you can see how good different system configurations perform while performing the same upscaling test on the same video. Counted will be the end-performance in the GUI/CLI, not the FPS during the upscaling since this doesn't reflect real life performance.

  • Original clip size: 426x240 pixels
  • Duration: 19.019 seconds
  • Frames: 456
Video2x Version Driver Scale Ratio Output Resolution CPU GPU SSD / HDD Total time FPS Submitter
2.4.0 Waifu2X Caffe - GPU 2.0 852x480 i9-9900k RTX 2080 Ti SSD - 970 evo 59.12s 9.4 it/s andyhines
2.4.0 Waifu2X Caffe - cuDNN 2.0 852x480 i9-9900k RTX 2080 Ti SSD - 970 evo 58.12s 9.4 it/s andyhines
2.4.0 Waifu2X Caffe - GPU 4.0 1704x960 i9-9900k RTX 2080 Ti SSD - 970 evo 213.63s 2.2 it/s andyhines
2.4.0 Waifu2X Caffe - GPU 9.0 3834x2160 i9-9900k RTX 2080 Ti SSD - 970 evo 2822.15s 0.16 it/s andyhines
4.7.0 Waifu2X Caffe - GPU 4.5 1918x1080 R9-3950X RTX 2080 Ti SSD - 970 evo 694.41223s 0.66 it/s k4yt3x
4.7.0 Waifu2X Ncnn Vulkan 4.5 1918x1080 R9-3950X RTX 2080 Ti SSD - 970 evo 514.65576s 0.89 it/s k4yt3x
4.7.0 Waifu2X Ncnn Vulkan 4.0 1704x960 2vCPU Xeon Tesla P4 (Google Colab) Google Colab Storage 486.69529s 0.94 it/s Felixkruemel
4.7.0 Waifu2X Ncnn Vulkan 4.0 1704x960 2vCPU Xeon Tesla T4 (Google Colab) Google Colab Storage 350.1412s 1.30 it/s Felixkruemel

Upscaled Sample Video (1704x960) 4.54MB

  • Original clip size: 1704x960 pixels
  • Duration: 19.019 seconds
  • Frames: 456
Video2x Version Driver Scale Ratio Output Resolution CPU GPU SSD / HDD Total time FPS Submitter
2.4.0 Waifu2X Caffe - GPU 2.25 3834x2160 i9-9900k RTX 2080 Ti SSD - 970 evo 2749.71s 0.17 it/s andyhines
  • Original clip size: 962x720 pixels
  • Duration: 46 seconds
  • Frames: Unknown
Video2x Version Driver Scale Ratio Output Resolution CPU GPU SSD / HDD Total time FPS Submitter
2.3.1 SRMD NCNN Vulkan 4.00 3848x2880 Ryzen 7 3700X RTX 2060 Super SSD 561.4801s 1.50 it/s andyhines