Results 311 to 320 of about 377,372 (346)
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LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models

arXiv.org
In the era of AIGC, the demand for low-budget or even on-device applications of diffusion models emerged. In terms of compressing the Stable Diffusion models (SDMs), several approaches have been proposed, and most of them leveraged the handcrafted layer ...
Dingkun Zhang   +4 more
semanticscholar   +1 more source

Enhanced forward pruning

Information Sciences, 2005
In this paper forward-pruning methods, such as multi-cut and null move, are tested at so-called ALL nodes. We improved the principal variation search by four small but essential additions. The new PVS algorithm guarantees that forward pruning is safe at ALL nodes.
Winands, M.H.M.   +3 more
openaire   +3 more sources

SlimGPT: Layer-wise Structured Pruning for Large Language Models

Neural Information Processing Systems
Large language models (LLMs) have garnered significant attention for their remarkable capabilities across various domains, whose vast parameter scales present challenges for practical deployment. Structured pruning is an effective method to balance model
Gui Ling   +3 more
semanticscholar   +1 more source

PRUNE BELLY SYNDROME

British Journal of Urology, 1972
SUMMARY The Prune Belly Syndrome is a congenitally occurring group of anomalies found almost exclusively in new‐born males. The three principle features are absent or hypoplastic musculature of the abdominal wall, bilateral cryptorchism, and dilation of the urinary tract.
openaire   +2 more sources

Synaptic Pruning by Microglia Is Necessary for Normal Brain Development

Science, 2011
R. Paolicelli   +11 more
semanticscholar   +1 more source

CHEMICAL PRUNING AND PRUNING AIDS

Acta Horticulturae, 1978
J.E. Jackson, J.D. Quinlan, A.P. Preston
openaire   +1 more source

Pruning.

2008
AbstractPruning of olive trees has two main objectives, i.e. to improve vegetative growth and reproductive growth. The effects of pruning on the photosynthesis, shape, growth habit and hormone balance in olive trees are discussed. The pruning tools and costs are described. The objectives of pruning during the training period, the procedures that should
openaire   +1 more source

Medicated prunes

The American Journal of Gastroenterology, 2002
openaire   +2 more sources

Pruning

2022
openaire   +1 more source

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