~/talk

RGen: A Sail Extension for Generating RISC-V Compiler, Simulator, and Application Support

name:Derek Tu
links:none on file
slides:none on file

Claim: an open-source Sail extension called RGen generates end-to-end tool support from Sail to compiler, simulator, and application layers. It adds a high-order-op language RGenIR, extends Sail frontend/backends, and emits LLVM TableGen, QEMU (via KVM/Spike-style) decoder and tiny-codegen stubs, and PyTorch operator glue. A matrix-extension prototype is generated, cross-compiled into PyTorch, and runs on an emulated RISC-V setup within minutes with correct execution and promising performance.

AI-written summary · about

  1. 0:00Problem statement
  2. 1:51Argin project overview
  3. 2:33Target artifacts design
  4. 4:13Technical implementation
  5. 7:16Argin architecture and IR
  6. 11:17LLVM support generation
  7. 13:32QEMU simulator support
  8. 15:14PyTorch application support
  9. 16:41Performance and conclusion
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