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Posts by Paul dos Santos

How to Scale Diffusion Inference Across AMD RDNA 4 GPUs

  • 02 November 2026
  • Paul dos Santos
  • English
  • Applications & models
  • AI/ML GenAI Hardware Multimodal Performance PyTorch Diffusion Model

Each AMD Radeon AI PRO R9700S GPU combines 32GB of memory with RDNA 4 compute. A four-GPU system has 128GB of aggregate GPU memory, allowing it to run large image and video generation workloads such as FLUX.2, Qwen-Image, Wan 2.2, Stable Diffusion 3.5, and Z-Image.

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