Principle:AUTOMATIC1111 Stable diffusion webui Task Serialization
Definition
Ensuring GPU-bound tasks execute sequentially to prevent resource contention.
Motivation
GPU memory and compute resources are limited and shared; concurrent access to the GPU from multiple generation tasks can cause out-of-memory errors or corrupted outputs, so serializing tasks through a queue guarantees safe and predictable execution.
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