Principal Architect - Large Model and Training System Performance Optimization
Tasks
- Analyze performance using profiling tools
- Analyze scenario requirements and technology trends for Ascend
- Build requirements for MindX AI frameworks acceleration libraries and chip hardware
- Collaborate with global research teams
- Define software hardware architecture for Ascend training
- Lead architecture design of Ascend training products
- Optimize performance for GPU NPU training systems
- Plan projects and define technology product roadmap
Perks/Benefits
- N/A
Skills/Tech-stack
AI | AI frameworks | Acceleration Libraries | C# | C++ | Co-design | DLProf | Deep learning | Deep reinforcement learning | DeepSpeed | Distributed Training | GPU | Hardware co-design | Megatron | Model Training | NPU | Nsight Compute | Nsight Systems | Performance optimization | Processor architecture | PyTorch | Python | Ray | Reinforcement Learning | Software-Hardware Co-Design | Software-hardware | VeRL
Education
Roles
AI | AI Architect | Architect | Principal | Principal Architect
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