Search Results for author: Ning-Chi Huang

Found 2 papers, 1 papers with code

FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer

1 code implementation7 Nov 2023 Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu

With our method, a more fine-grained rank configuration can be generated automatically and yield up to 33% extra FLOPs reduction compared to a simple uniform configuration.

Efficient Systolic Array Based on Decomposable MAC for Quantized Deep Neural Networks

no code implementations ICLR 2020 Ning-Chi Huang, Huan-Jan Chou, Kai-Chiang Wu

Deep Neural Networks (DNNs) have achieved high accuracy in various machine learning applications in recent years.

Quantization

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