论文标题
大厦3：pytorch的快速神经机器翻译
Sockeye 3: Fast Neural Machine Translation with PyTorch
论文作者
论文摘要
Sockeye 3是神经机器翻译（NMT）的Sockeye工具包的最新版本。现在，基于Pytorch，Sockeye 3提供了更快的模型实现和更高级的功能，并具有进一步的简化代码库。这可以通过更快的迭代，对更强大，更快的模型进行有效的培训以及快速从研究转移到生产的新想法的灵活性，从而实现更广泛的实验。当运行可比型号时，Sockeye 3的速度比GPU上的其他Pytorch实现快126％，在CPU上的速度最高292％。 Sockeye 3是根据Apache 2.0许可发布的开源软件。
Sockeye 3 is the latest version of the Sockeye toolkit for Neural Machine Translation (NMT). Now based on PyTorch, Sockeye 3 provides faster model implementations and more advanced features with a further streamlined codebase. This enables broader experimentation with faster iteration, efficient training of stronger and faster models, and the flexibility to move new ideas quickly from research to production. When running comparable models, Sockeye 3 is up to 126% faster than other PyTorch implementations on GPUs and up to 292% faster on CPUs. Sockeye 3 is open source software released under the Apache 2.0 license.
