Can I read NN-Former: Enhancing Neural Architecture on EtoBox?
NN-Former: Enhancing Neural Architecture by xirongz is a document available to read on EtoBox.
What is NN-Former: Enhancing Neural Architecture about?
The paper presents NN-Former, a novel neural architecture representation model that combines the strengths of Graph Neural Networks (GNNs) and transformers to improve accuracy and latency predictions. It emphasizes the importance of sibling nodes in neural architecture topology, which are often overlooked in previous research, and introduces new mechanisms for token and channel mixing to enhance feature extraction. The proposed method demonstrates superior performance compared to existing approaches, provid
- Author
- xirongz
- Language
- EN