dylanyunlon 5c05a03470 feat: add gen_config.py (Python-layer config generator) + pipeline reality check ...

gen_config.py replaces gen_patch.py's dead csrc/*.cu injection path.
Generates Triton autotune configs derived from CCCL tuning principles:
- SMEM constraints (Q_tile + K_tile <= 48KB for head_dim=256)
- Occupancy model (16 SMs, register pressure per config)
- bytes_in_flight (56 GB/s per-SM -> 64KB -> num_stages=2)

63 valid configs from 2304 combinations, 19 new.

PIPELINE_REALITY_CHECK.md: enginex has no .cu source.
All injection targets are Python/Triton, not C++.

2026-08-07 03:11:56 +00:00

..

include

[muh/scan] rewrite tuning_scan.cuh: 27%→42% CCCL parity

2026-08-06 06:19:59 +00:00

schema

[MUH] Bootstrap muh toolchain — extract/parse/gen_yaml/gen_patch + baseline.muh

2026-07-30 10:39:06 +00:00

test

[MUH] Derive BI-V100 tuning values from hardware specs — fix 5 SMEM overflow bugs

2026-07-30 15:08:30 +00:00

tests

test: add SMEM safety validator for all 26 tuning algorithms

2026-08-01 12:37:14 +08:00

bench_bi100.py

feat(muh): add bench_bi100.py — CCCL BruteForceSeeker for BI-V100

2026-08-03 10:24:37 +00:00

bench_triton_prefill.py

feat: asymmetric BLOCK_M/BLOCK_N search + re-add BI-V100 autotune configs

2026-08-03 11:18:18 +00:00

bench_triton_real.py

[muh] bench_triton_real + bi100_configs: REAL tunable surface benchmark

2026-08-04 06:19:07 +00:00

bi100_configs.json

[muh] bench_triton_real + bi100_configs: REAL tunable surface benchmark

2026-08-04 06:19:07 +00:00

bi100_triton_configs.py

[muh] bench_triton_real + bi100_configs: REAL tunable surface benchmark

2026-08-04 06:19:07 +00:00

derive_injection.py

[muh/pipeline] derive_injection.py: bridge CCCL struct fields → vllm runtime injection

2026-08-06 05:56:28 +00:00

extract.py

[MUH] Bootstrap muh toolchain — extract/parse/gen_yaml/gen_patch + baseline.muh

2026-07-30 10:39:06 +00:00

gen_config.py

feat: add gen_config.py (Python-layer config generator) + pipeline reality check

2026-08-07 03:11:56 +00:00

gen_patch.py

[muh] gen_patch: expand VLLM_INJECTION_POINTS to full real injection surface

2026-08-06 04:01:40 +00:00

gen_yaml.py

[MUH] Bootstrap muh toolchain — extract/parse/gen_yaml/gen_patch + baseline.muh

2026-07-30 10:39:06 +00:00

muh_apply.py

feat(muh): add muh_apply.py — Python-level injection tool for EngineX

2026-08-07 02:44:25 +00:00

parse.py

[MUH] Bootstrap muh toolchain — extract/parse/gen_yaml/gen_patch + baseline.muh

2026-07-30 10:39:06 +00:00

run_on_bi100.sh

feat: asymmetric BLOCK_M/BLOCK_N search + re-add BI-V100 autotune configs

2026-08-03 11:18:18 +00:00

vllm_bi100_patch.py

feat(muh): apply CCCL-derived BI-V100 tuning to 5 vllm Python files

2026-08-03 10:27:10 +00:00