HOW-TO: Stable Diffusion on an AMD GPU

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  • ROCm

    Discontinued AMD ROCm™ Software - GitHub Home [Moved to: https://github.com/ROCm/ROCm]

    • I don't think the 5700XT ever got official ROCm support. Having said that, it seems there are at least some people who have been able to get the latest ROCm 5.2.3 working on such a GPU (perhaps with patches?), you may want to review that github thread for more information on your card. You could also try the latest docker image that uses pytorch 1.12.1 with ROCm 5.2.3 with my instructions and let us know if it works on your card.

  • stable-diffusion

    Optimized Stable Diffusion modified to run on lower GPU VRAM (by basujindal)

    • After the video's instructions, I copied in the optimizedSD folder from this repo into my stable-diffusion folder, opened optimizedSD/v1-inference.yaml and deleted the 5 optimizedSD. prefixes.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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