职位&公司对比
职位详情
- 北京
- 3-5年
- 硕士
- 日结
- 深度学习
- 大模型算法
- 自然语言处理算法
- 模型加速/性能优化
- C/C++
- 算法工程化经验
- 发表算法相关优秀论文
THE ROLE: AMD is looking for an influential software engineer who is passionate about improving the performance of key applications and benchmarks. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology. THE PERSON: The ideal candidate should be passionate about software engineering and possess leadership skills to drive sophisticated issues to resolution. Able to communicate effectivelkanzhuny and work optimally with different teams across AMD. KEY RESPONSIBILITIES: Research and develop CNN/LLM compression algorithms, focusing on quantization and pruning Develop neural network compression tool chain, connecting software and hardware Stay up to date with the latest neural network compression algorithm trends and deep learning framework (Pytorch,ONNXRuntime) trends PREFERRED EXPERIENCE: Good knowledge of machine learning/deep learning, including CNN/LLM Experience in at least one deep learning framework, such as Pytorch, ONNXRuntime At least 3 years’ experience in C++ or Python programming under Lkanzhuninux Fluent English communication with native speaker With research, creativity, and ability to learn the cutting-edge algorithms and theories through paper reading Experience in academic papers is preferred, such as CVPR, ICCV, ECCV, NIPS, ICLR,TPAMI Experience in CNN/LLM model compression algorithms is preferred ACADEMIC CREDENTIALS: Master's or Doctor's degree in Computer Science, Computbosser Engineering, Electrical Enginkanzhuneering, or equivalent
职位详情
- 北京
- 不限
- 硕士
- 大模型算法
- 自然语言处理算法
- 大数据处理框架(Spark/Hadoop/Hive)
- 并行计算
- 算法工程化经验
- 发表算法相关优秀论文
- 参加算法相关竞赛/获奖
工作指责 ●优化和调整模型推理性能,确保boss高效和低延迟的模型部署。 ●开发和实施模型压缩和量化策略,以减少模型大小和提高推理速度。 ●监控和评估模直聘型在生产环境中的表现,持续改进模型性能。 ●调研最新的推理优化技术和工具,将这些技术应用到项目中。 工作要求 ●熟悉现代 C++ 编程,具有使用 CUDA 进行 GPU 编程的实际boss经验。 ●熟悉主流模型压缩、量化等推理优化方案。 ●对 vllm, ten来自BOSS直聘sorrt-llm 等开源推理框架有深入了解者优先。 ●具备良好的数据结构和算法基础。 ●能够独立工作,同时具备良好的团队合作精神。
技能解析
暂无识别出相关技能要求
技能解析
- CUDA
- 团队合作精神
- 优化技术
- 优化方案
- 数据结构和算法
- 算法基础
- 技术应用
- 合作精神
- 数据结构和算
- 团队合作
- 数据结构
数据来自CSL职业科学研究室
工作时间
工作时间
公司福利
- 五险一金
- 补充医疗保险
- 定期体检
- 年终奖
- 股票期权
- 带薪年假
- 员工旅游
- 免费班车
- 餐补
- 交通补助
- 包吃
- 节日福利
- 住房补贴
- 零食下午茶
- 公仔周边活动
- 免费健身房
- 免费早晚餐