triton

name	triton
description	Triton DSL reference for kernel writers — num_warps/num_stages choice, the small-N fp8 MMA-throughput regression, split-K reduce tile form, deterministic tl.join/permute concat (tl.cat is not order-stable), autotune + .triton_cache pitfalls, and the Triton PDL binding. Use whenever writing or tuning a Triton kernel; first stop before guessing tile shapes or pipeline depth.

Triton

Reference for Triton-specific kernel decisions. Detailed guide: triton.md.

When to consult

• Choosing num_warps / num_stages for a new kernel.
• Diagnosing TRITON_PRINT_AUTOTUNING=1 config-specific failures.
• Picking MMA tile shape for the GPU SM target.
• Wiring gdc_launch_dependents() / gdc_wait() for PDL kernel→kernel overlap.

COUPLED references

None directly to runtime — Triton compilation happens inside the kernel itself; the runtime SKILLs (bench / profiler / sanitizer) consume the result. Per-operator Triton wins live under docs/prior/ (when your operator has a prior archive) — grep variant headers there for Triton-specific recipes that already worked on this operator.