AGIBOT

算法优化实习生

AGIBOT  •  Onsite  •  4 months ago
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Job Description

算法优化实习生上海实习职位描述岗位职责
1.参与端侧引擎的研发工作,确保其能在各类设备上流畅运行。针对NV平台进行深入的算子适配与性能优化,内存占用优化,降低功耗,减少推理延迟,全方位提升端侧推理的性能表现。
2.定位并解决现有NV生态体系中模型优化的问题,提出修改意见并落地到自研模型优化框架中,在算法精度损失可接受的情况下提升模型推理性能
3.深入调研多种模型优化框架与算法,设计开发模型优化工具链与评测工具,打造业界SOTA的模型优化工具链
4.与算法团队密切配合,深度参与模型到端侧引擎的转换与验证工作。从工程实现的角度,为算法优化提供专业建议,确保模型在端侧的高效运行与精度保障。
岗位要求
1.对主流推理引擎(如 TensorRT、TFLite、MNN等)有深入的理解,熟悉其底层加速原理与运行机制,能够灵活运用并进行二次开发。
2.精通python/c++编程,熟练使用huggingface、torch等框架进行模型微调,并有过模型优化落地经验
3.熟悉模型优化常用技术如量化、剪枝、蒸馏的内部原理,并可以熟练使用优化框架如torchao,transformer engine,model optimizer等对模型进行压缩与交付
4.了解transformer结构,有过vlm,vla等端侧部署与优化经验
5.了解cuda算子开发,有过量化算子开发经验职位要求-- 投递
AGIBOT

About AGIBOT

AgiBot builds world-leading general-purpose embodied robots and their application ecosystem by pioneering into the fusion and innovation of AI and robotics. AgiBot was founded in February 2023 by seasoned industry experts, including core executives from global technology leaders and top AI scientists. During its development, AgiBot has received ardent support and guidance from senior Chinese leaders. It has been invited on multiple occasions to serve as an industry representative and brief on the progress of the embodied intelligence sector.

Leveraging its industry-leading “1 Ontology + 3 Intelligence Interaction” architecture - built on the robotic embodiment that integrates manipulation, interaction, and locomotion intelligence - AgiBot has launched three robot series (AgiBot A2, Genie, and AgiBot X2) and the industry's first universal embodied foundation model, the "Genie Operator-1 (GO-1)”. This makes AgiBot the only company in the sector with a full product portfolio and comprehensive scenario coverage. AgiBot has also established a leading full-stack ecosystem to empower partners and enable transformation across a wide range of industries.

With its cutting-edge product technologies and eco-system, AgiBot is one of the world's first companies to accomplish large-scale production and commercial deployment of embodied robots, with its products now available in multiple countries and regions. In January 2025, AgiBot made history by mass-producing its 1,000th general-purpose embodied robot, setting a new industry milestone.

Industry
Manufacturing & Production
Company Size
51-200 employees
Headquarters
Shanghai, CN
Year Founded
Unknown
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