AI RESEARCH
Systematic Optimization of Real-Time Diffusion Model Inference on Apple M3 Ultra
arXiv CS.LG
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ArXi:2605.16259v1 Announce Type: new While real-time image generation using diffusion models has advanced rapidly on NVIDIA GPUs, systematic optimization research on non-CUDA platforms such as Apple Silicon remains extremely limited. In this study, we conducted comprehensive optimization experiments across 10 phases targeting the Apple M3 Ultra (60-core GPU, 512 GB unified memory) with the goal of achieving real-time camera img2img transformation.