AIBullisharXiv – CS AI · May 127/10
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SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference
SynerDiff is a new continuous batching system for diffusion model inference that addresses resource contention issues between UNet and VAE components. The system achieves 1.6× throughput improvement and up to 78.7% latency reduction through intra-level and inter-level optimization strategies, enabling faster AI-generated content services.