RISC-V is Ready for Powering the Era of Intelligent General Computing
summary
Claims concrete hardware and software wins: Andes offers AX46MPV with up to 1024-bit vector and memory-path optimizations that boost vector bandwidth ~40% and deliver ~5.65 SPECint/GHz; AX66 adds 128-bit vectors and shows up to 9.6x NN kernel speedups and ~3.5x average vector gains; the high-end Cuzco targets 20 SPECint/GHz when configured as a six‑way super out‑of‑order core. The stack includes Andes AI, ACE custom extensions and llama.cpp ports that report ~26–30× LLM speedups on their silicon.
AI-written summary · about
chapters (9)
- 0:00The era of intelligent computing
- 0:14RISC-V enabled AI innovation
- 2:36Maturing RISC-V ecosystem
- 3:22Open-source development status
- 4:51Andes processor roadmap
- 6:26Deep dive into AX46MPV and AX66
- 11:29Cuzco processor innovation
- 14:08AndesAIRE AI software stack
- 15:14OS support and conclusion
related talks
20mRISC-V Spotlight: Expanding the RISC-V Horizon and Beyond
13mKeynote: Taking RISC-V Intelligence Everywhere
17mThe Real Challenge for RISC-V Vector Processors
24mAndes RISC-V Processors for Control and Data Paths
40mKeynote Panel: The Future of High Perfor...
10mRISC-V Revolutionizing in AI
30mRISC-V: Enabling Open Physical AI
24mReal World Results using Thousands of RISC-V Cores for AI and Beyond
