Is there a C++ version of Fairseq based on libtorch · facebookresearch/fairseq#5540

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enhancementhelp wantedneeds triage

仓库指标

Star: (29,107 star)
PR 合并指标: (30 天内没有已合并 PR)

描述

🚀 Feature Request

A C++ version of Fairseq based on libtorch is required

Motivation

Pytorch and the entire python environment are too large after packaging, so use libtorch instead. However, the previous fairseq loaded model must also be loaded in C++, but no C++ version of fairseq has been found

Pitch

Provides a C++ version of fairseq based on libtorch

Alternatives

Additional context

贡献者指南

研究方向: 研究当前的 Python fairseq 库，以理解模型加载和推理过程。查阅 PyTorch 的 C++ 文档和示例，了解如何将模型导出为 TorchScript。考虑创建一个最小的 C++ 推理引擎，用于加载预训练模型并执行序列到序列的生成。查看仓库中关于 C++ 部署的任何现有议题或讨论。
技术栈: cpppytorch
领域: ai
议题类型: 功能
难度: 5
预计时间: 超过 1 周
活动状态: 新近可参与
清晰度: 清晰
前置要求: C++PyTorch
新手友好度: 5