Table 1

Lightweight engine parameter settings.

Modules Parameter Value Effect
Edge Rendering Number of hash coding levels (L) 8 Balancing rendering quality and video memory consumption
Hash table size (T) 219 Controlling hash collision rate
Dynamic Scheduling Sentiment monitoring weight (w₁) 0.6 Prioritizing the real-time performance of emotional interaction
Proportional gain (K_p) 0.8 Adjusting the computing power allocation response speed
Knowledge base Parameter quantity after distillation 0.3B Compressing the model size to reduce latency
ANN retrieval dimensions 128 Balancing retrieval accuracy and speed

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