cyberneticlibrary

Fuse specs and autotuned baselines

phase2-implementcommandsetup L36
Jerry2423/MoE-Kernel-Agent
What it does

Fuse subgraph specs into kernel baseline

Best for

Implementing autotuned kernel baselines from validated specifications before Phase 3 algorithmic exploration.

Inputs
  • · kernel name
  • · reference implementation
  • · handoff state
Outputs
  • · correct kernel implementation
  • · autotuned baseline config
  • · validation report
Requires
  • · flashinfer-bench
  • · modal CLI
  • · conda env
Preconditions
  • · Phase 1 handoff artifact exists
  • · TASK.md and RULES.md present
  • · input/ with reference implementation
Failure modes
  • · Phase 1 incomplete → stop
  • · HINTS.md peeked → bias towards premature optimization
  • · Incorrect kernel → validation catches before freeze
  • · Config sweep incomplete → baseline not frozen
Trust signals
  • · Entry check: Phase 1 artifact required
  • · No HINTS.md read (prevents bias)
  • · Sub-stage artifacts explicit (5 gates)
  • · Correctness-first (performance in Phase 3)