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AMD Radeon VII

WolframRhodium edited this page May 29, 2024 · 2 revisions

Vega 7nm, Vega 20, 3840 shaders, PCIe 3.0 x16

Benchmark

  • processor clock @ 1801 MHz
  • memory clock @ 1000 MHz
  • driver 6.0.32831
  • Linux 6.5.0-25-generic
  • Python 3.10.12
  • VapourSynth-classic R57.A9

MIGX

1920x1080 rgbs, MIGraphX 2.10.0.2dcca47

measurements: fps / device memory (MB)

model fp32 fp16
dpir gray 1.84 / 2614.5 3.00 / 1481.8
dpir color 1.73 / 2648.0 2.89 / 1515.3
waifu2x upconv7 5.25 / 4683.7 7.33 / 2553.2
waifu2x upresnet10 5.61 / 3155.2 7.49 / 1795.1
waifu2x cunet / cugan 2.97 / 6968.1 4.17 / 3685.8
waifu2x swin_unet [1] 1.35 / 9820.8 1.56 / 5169.8
realesrgan 4.75 / 2007.6 6.62 / 972.7
artcnn c4f32 25.90 / 1425.1 33.67 / 885.2
artcnn c4f32 chroma 30.16 / 1408.2 35.05 / 876.8
artcnn c16f64 5.55 / 2491.1 8.29 / 1408.4
artcnn c16f64 chroma 5.75 / 2474.3 8.55 / 1415.7
rife [2] N/A N/A

[1] replacing edge padding by reflection padding

[2] missing support for GridSample operation