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Chameleon: Dynamic Format Adapter for Efficient Diffusion

Sanyal, Arnab et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Post-training quantization (PTQ) is the standard way to run modern diffusion models on memory-constrained accelerators, yet every existing diffusion PTQ scheme fixes the $\mathit{number\ format}$ in advance and only tunes the scale, zero point, or per-layer bit-width. At a fixed bit-width the best f
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