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.

翻译：Sockeye 3 是神经机器翻译Sockeye工具包的最新版本。 现在, Sockeye 3 以 PyTorrch 为基础, 提供更快的模型执行和更先进的功能, 并有一个更精简的代码库。 这使得能够进行更宽的实验, 更快的迭代, 有效培训更强和更快的模型, 以及将新想法迅速从研究转向生产的灵活性。 当运行类似的模型时, Sockeye 3 比其他GPUs的PyTorch 执行速度快到126%, 以及CPUs 速度快到292%。 Sockeye 3 是根据 Apache 2. 0 许可证发布的开放源软件 。