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arXiv cs.AI·

Systematic Optimization of Real-Time Diffusion Model Inference on Apple M3 Ultra

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In three linesSystematic optimization of real-time diffusion models on Apple M3 Ultra (60-core GPU, 512 GB unified memory). CoreML conversion of distilled SDXS-512 combined with 3-thread camera pipeline achieves 22.7 FPS at 512x512 resolution. Demonstrates that CUDA optimization insights don't transfer to Apple Silicon's unified memory architecture.
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