this post was submitted on 05 Jul 2023
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Stable Diffusion

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The graphic above summarizes the median 512x512 render speed (batch size 1) for various GPUs. Filtering is for single-GPU systems only, and for GPUs with more than 5 benchmarks only. Data is taken from this database (thank you vladmandic!). Graph is color-coded by manufacturer:

  • NVIDIA consumer (lime green)
  • NVIDIA workstation (dark green)
  • AMD (red)
  • Intel (blue), seems there's not enough data yet

This is an update/prettier visualization from my previous post using today's data.

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[–] jasparagus 1 points 1 year ago

Is anyone running SD on AMD GPUs in Windows? The AMD benches seem to all be from Linux because of ROCm, presumably, but I'd be curious to know how much performance loss comes from using DirectML on, say, a 7900XT in Windows.