Multi-distribution noise quantisation: an extreme compression scheme for transformer according to parameter distribution
With the development of deep learning, neural networks are widely used in various fields, and the improved model performance also introduces a considerable number of parameters and computations. Model quantisation is a technique that turns floating-point computing into low-specific-point computing,...
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| Principais autores: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Taylor & Francis Group
2022-12-01
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| coleção: | Connection Science |
| Assuntos: | |
| Acesso em linha: | http://dx.doi.org/10.1080/09540091.2021.2024510 |
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