~/talk

RISC-V Revolutionizing in AI

Talkat RISC-V at embedded world 2024 · on Tuesday, 2024-04-09· at 11:00· Hall 5, Stand 5-119· [machine-learning]
name:Vince Wu
links:none on file
slides:none on file

Claims a market surge with 16 billion RISC-V chips by 2030 and AI accelerators taking the second-largest share, and presents Endis hardware and software: vector-extension cores, DSP extensions, a deep learning accelerator for endpoints, and an AC custom-extension tool. Reports customers using RISC-V for voice, audio and vision, and Meta using Endis vector cores in recommendation silicon. Shows 5.2–18x speedups from adding vector custom instructions on exp, cos, matmul and complex ops.

AI-written summary · about

  1. 0:00Introduction to RISC-V in AI
  2. 1:31AI accelerator growth in RISC-V
  3. 2:56RISC-V extensions for AI
  4. 4:03Custom instructions for AI speedup
  5. 5:28AI use cases with RISC-V
  6. 7:41RISC-V beyond AI applications
  7. 8:22Who is and RISC-V portfolio
  8. 9:27Conclusion and future plans
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