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Principle:AUTOMATIC1111 Stable diffusion webui Attention Optimization

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Definition

Tiled attention optimization that splits self-attention into smaller spatial tiles.

Motivation

Reduces VRAM consumption and improves inference speed by decomposing large self-attention computations into spatially tiled sub-problems, enabling higher resolution generation on memory-constrained hardware.

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