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This paper presents an open-source neural machine translation toolkit namedCytonMT (https://github.com/arthurxlw/cytonMt). The toolkit is built fromscratch only using C++ and NVIDIA's GPU-accelerated libraries. The toolkitfeatures training efficiency, code simplicity and translation quality.Benchmarks show that CytonMT accelerates the training speed by 64.5% to 110.8%on neural networks of various sizes, and achieves competitive translationquality.

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