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异构适配与优化AI Agent研发工程师/专家(深圳/北京/上海)
Tencent · Shenzhen, China
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1.构建算子开发 Agent,基于 LLM 自动生成后端算子,覆盖代码生成、正确性校验、Benchmark 回归的完整闭环;
2.构建跨芯迁移 Agent,将现有 GPU 算子与框架适配代码自动移植到相关芯片后端;
3.负责 vLLM / SGLang 等框架在相关芯片上的适配落地,并对 MoE、Attention、KV Cache 等大模型关键路径做算子级深度优化;
4.性能分析与调优,Profiling 定位瓶颈,在计算、显存、通信三个维度持续榨干硬件性能;
5.沉淀专家经验为 Agent 可用的知识、规则与工具,实现自动调优闭环。
Experience
> 3 years of working experience
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