~/talk

Code Reflection in Action - Translating Java to SPIR-V

Talkat JVM Language Summit 2024 · 2024-08-05..08-07· [java]
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Demonstrates Java-to-SPIR‑V translation using Babylon code reflection by emitting a new SPIR‑V dialect then lowering that dialect to a SPIR‑V binary with the Beehive toolkit; implements pointer types, lifts Java variable declarations to entry block, converts block-parameter SSA to SPIR‑V phi/fi ops, and maintains input→output value/block maps. Emits binaries consumed by Intel GPUs and runs them via a Java binding to Level Zero. Also shows a working Triton path that converts a Triton dialect to runnable GPU kernels.

AI-written summary · about

  1. 0:00Introduction to SPIR-V
  2. 1:34Defining a code reflection dialect
  3. 4:49Op-to-op translation
  4. 11:01Handling variable layouts
  5. 15:11Block parameters to Phi ops
  6. 23:26Translation to binary
  7. 28:12Triton proof of concept
  8. 32:12Summary and reflections
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