@article{efficienttrainingonmultipleconsumergpusw,
  title = {Efficient Training on Multiple Consumer GPUs with RoundPipe},
  author = {Yibin Luo and Shiwei Gao and Huichuan Zheng and Youyou Lu and Jiwu Shu},
  year = {2026},
  eprint = {2604.27085},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.27085},
}