• DOI:10.18653/v1/D18-2023
Corpus ID: 3411040

CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++

@article{Wang2018CytonMTAE,
  title={CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++},
  author={X. Wang and M. Utiyama and E. Sumita},
  journal={ArXiv},
  year={2018},
  volume={abs/1802.07170}
}

• X. Wang, M. Utiyama, E. Sumita
• Published 2018
• Computer Science
• ArXiv

This paper presented an open-source neural machine translation toolkit named CytonMT\footnote{this https URL}. The toolkit was built from scratch using C++ and Nvidia's GPU-accelerated libraries. The toolkit featured training efficiency, code simplicity and translation quality. Benchmarks showed that cytonMT accelerated the training speed by 64.5\% to 110.8\% and achieved a high translation quality only lower than the Google's production engine among the NMT systems of attention-based RNN… Expand

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