~/talk

Accelerate RISC-V DSA design with Virtual Board Builder

Talkat RISC-V Summit Europe 2024 · 2024-06-24..06-28· [embedded-and-hardware]
name:Hualin Wu
links:none on file
slides:none on file

A browser GUI builds a virtual SoC by drag-and-drop and configures an ANDES D45 model, then imports a speech‑recognition network, generates C/weights, and runs it on a cycle-accurate simulator. Coverage-guided profiling points at a hot for‑loop; three custom instructions — vector prod, we_dot, we_sub_e32 — are defined, a ZM extension shared library and an accelerated D45 virtual board are generated, assembly is injected, and the rerun shows roughly 50% performance improvement.

AI-written summary · about

  1. 0:00Introduction to demo
  2. 1:06Building virtual SoC
  3. 3:19Importing AI application
  4. 6:15Running on virtual platform
  5. 7:50Profiling performance
  6. 9:16Customizing instructions
  7. 11:06Modifying virtual board
  8. 12:26Reprofiling and results
  9. 13:30Conclusion and Q&A
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