高性能网络通信库研发工程师
Overview
- Added in 30 days
- 528
- At this company, still open
Skills named in this posting
- C++
- Python
- CUDA
1.通信算子开发:设计和实现大模型训练/推理场景下的高效集合通信算子(AllReduce、AllGather、ReduceScatter、AllToAll等);
2.通信计算融合:设计通信与计算的overlap策略,实现计算通信并行,提升大模型整体训练/推理性能;
3.通信性能调优:针对不同硬件平台(GPU、NPU等)进行算子性能分析和优化,解决性能瓶颈问题;
4.参与AI通信库整体架构设计,制定技术方案和开发规范。
1.计算机/网络通信/软件工程或相关专业,硕士及以上学历,3年以上网络通信相关工作经验;
2.精通C++/CUDA编程,熟悉Python开发;
3.具备分布式训练/推理的实践经验,理解数据并行、模型并行等策略,了解大模型架构(Transformer、GPT、LLaMA等)和推理优化技术;
4.具备良好的问题分析和解决能力,对前沿技术有强烈的学习兴趣和探索精神;责任心强,能够承受一定工作压力,具备良好的团队沟通和协作能力;
5.深入理解GPU架构和CUDA编程模型、有kernel优化经验者优先;
6.熟悉MPI、NCCL等通信库的原理者优先,具备RDMA verbs编程经验者优先。
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Original posting: careers.tencent.com
RISC-V ecosystem
Tencent Technology (Shenzhen) Co., Ltd. in the RISC-V ecosystem
RISC-V International: Premier TSC
Tencent Holdings Ltd. is a Chinese multinational technology and entertainment conglomerate and holding company headquartered in Shenzhen.
- Tencent joined RISC-V International as China pushed for open-instruction-set alternatives (widely reported)
- Its TencentOS Tiny IoT operating system is used on RISC-V MCUs, e.g. tutorials pairing TencentOS Tiny with the GD32V RISC-V MCU
- Also participates in Chinese RISC-V community events such as the RISC-V Forum in Shenzhen
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