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Description and Requirements
岗位职责:
1.负责面向AI应用的GPU高性能Kernel实现和调优;
2.与AI平台和算法团队合作,定位GPU计算和网络性能瓶颈;
3.集成GPU计算性能调优工具链,开发相关脚本和自动化工具
职位要求:
1.全日制硕士以上学历,计算机科学与技术等相关专业;
2.熟练C/C++编程语言语言、数据结构以及计算机系统结构,有良好的工程实现能力;
3.具备基础的GPU编程能力(CUDA,OpenCL或ROCm),熟悉GPU编译与运行原理,有PTX或SASS汇编级别代码开发经验优先,有GPU驱动开发优化经验优先;
4.有GPU高性能库开发经验,包括但不限于矩阵运算,求解器,深度学习,信号处理,计算机视觉或图像处理等在GPU上移植和调优经验优先
加分项:
1.了解国产AI加速器SDK工具链,有性能优化相关经历;
2.在AI或者HPC领域发表过高水平学术论文;
3.熟悉DMA,PCIe等硬件特性,了解IB、RoCE、iWARP等高性能网络架构,有GPU-Direct开发工程经验优先
Additional Locations:
* China - Tianjin - 天津(Tianjin)