Files
composable_kernel/tile_engine/sampling/op_weights.json
Thrupti Raj Lakshmana Gowda c31fc4df52 [rocm-libraries] ROCm/rocm-libraries#7311 (commit 79d8cae)
[CK Tile Engine] Daily tier sampling for tile engine GEMM  (#7311)

Summary
- Replace uniform random instance sampling (random.shuffle) with
scrambled Sobol + Latin Hypercube + maximin space-filling
sampling, per the Tile Engine Benchmark Sampling RFC
- Add op-weighted budget allocation via new
TILE_ENGINE_SAMPLING_TIER=daily CMake knob that auto-distributes 8,000
instances across
ops proportional to registered weights in op_weights.json
  - Emit chosen_instances.json manifests for reproducibility tracking
- Consolidate 5 copies of sampling logic into single _apply_sampling()
method on the base class
Jenkinsfile changes
Replace per-op -D *_MAX_INSTANCES=250 with single -D
TILE_ENGINE_SAMPLING_TIER=daily in gfx942/gfx950/gfx1201 stages. Budget
  auto-distributes (8000 total per GPU target).

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Co-authored-by: Claude Sonnet 4 <noreply@anthropic.com>
2026-05-21 02:17:42 -05:00

11 lines
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JSON

{
"version": "1.0",
"description": "Op weights for Daily Tier budget allocation (RFC section 3.4)",
"weights": {
"gemm_universal": 0.35,
"gemm_preshuffle": 0.30,
"gemm_multi_d": 0.20,
"grouped_gemm": 0.15
}
}