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CytonMT

swMATH ID: 26474
Software Authors: Xiaolin Wang; Masao Utiyama; Eiichiro Sumita
Description: CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++. This paper presents an open-source neural machine translation toolkit named CytonMT (https://github.com/arthurxlw/cytonMt). The toolkit is built from scratch only using C++ and NVIDIA’s GPU-accelerated libraries. The toolkit features training efficiency, code simplicity and translation quality. Benchmarks show that CytonMT accelerates the training speed by 64.5
Homepage: https://arxiv.org/abs/1802.07170
Source Code:  https://github.com/arthurxlw/cytonMt
Keywords: arXiv_publication; Computation and Language; arXiv_cs.CL; Neural Machine Translation; NMT; C++; NVIDIA; open-source toolkit
Related Software: CytonRL; ConvS2S; ByteNet; Seq2Seq; OpenNMT; Nematus; Tensor2Tensor; Marian; Moses
Cited in: 0 Publications

Standard Articles

1 Publication describing the Software Year
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Xiaolin Wang; Masao Utiyama; Eiichiro Sumita
2018