”linformer“ 的搜索结果

#计算机科学#Implementation of Linformer for Pytorch

#计算机科学#My take on a practical implementation of Linformer for Pytorch.

Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)

We implement a encoder/decoder seq2seq model, which has the same performance (similar perplexity) as traditional transformer but also reduce time complexity from O(n^2) to O(n).

list of efficient attention modules

#自然语言处理#linformer implementation and comparison with vanilla transformers

#计算机科学#Vision Xformers

Implementation of faster and more efficient sequence modeling deep learning algorithms based on fairseq, e.g. Lite-Transormer, Reformer, Linformer, efficient variants of attention mechanism and so on

This repository holds a PyTorch implementation of Linformer (Wang et al., 2020) and offers a comparison against a vanilla Transformer.