dylanyunlong/project_6

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muh-bot c7ff12c28d [muh] scan_by_key 14%→13%, rle_non_trivial_runs 7%→10%, rle_encode 9%→10%: 从 CCCL 3325 行源码完整移植

tuning_scan_by_key.cuh: 284→256 行 (更紧凑但保留全部 ~76 条 entries)
  - SM100: 16 条 benchmark entries (key 1-8B × value 1-8B, 含 LOAD_CA)
  - SM90: ~30 条 (key 1-16B × value 1-16B, 含 int128)
  - SM80: ~30 条 (完整 fallback)
  - 7-field policy: 比 reduce_by_key 多 store_algorithm
  - vllm 热路径: key=4B value=4B (paged_attention prefix-sum)

tuning_rle_non_trivial_runs.cuh: 46→68 行
  - SM100: 4 条 (key 1/2/4/8B, double 回退 SM90)
  - SM90: 5 条 (含 int128 key=16B)
  - 额外字段: store_with_time_slicing (all false)

tuning_rle_encode.cuh: 54→63 行
  - SM100: 4 条, SM90: 5 条, SM80: 5 条
  - 结构同 reduce_by_key (6-field policy)

2026-08-03 21:35:16 +00:00

[CCCL] 瘦身 + 补全: 移除 cudax/python/libcudacxx-tests 冗余文件, 新增 c2h 测试助手 + cmake 构建系统 + 8 个 CUDA thrust examples

2026-08-03 12:39:26 +00:00

docs: CCCL → Triton methodology transfer — parameter search translation table

2026-08-03 04:37:23 +00:00

[muh] scan_by_key 14%→13%, rle_non_trivial_runs 7%→10%, rle_encode 9%→10%: 从 CCCL 3325 行源码完整移植

2026-08-03 21:35:16 +00:00

fix: critical config + tuning corrections from CCCL source analysis

2026-08-03 06:45:54 +00:00

qwen3_6_scripts

feat: CCCL-derived 3-tier decode dispatch + SM=16 prefill tuning + multi-step scheduling

2026-08-03 08:28:38 +00:00

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

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

feat: add qwen3_5.py vllm adapter for Qwen3.6-35B-A3B

2026-08-01 13:54:33 +00:00

__init__.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

.gitignore

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

attention.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

baseline.muh

[MUH] Fix three-layer disconnect — C++ headers are now the single source of truth

2026-07-30 14:12:33 +00:00

CCCL_INTEGRATION_STATUS.md

docs: CCCL integration status — 462 assets inventory, 8/8 decode hot path coverage, no-clone-more verdict

2026-08-03 03:50:24 +00:00

chat_dataset_v0.json

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

computility-run.yaml

feat: CCCL-derived 3-tier decode dispatch + SM=16 prefill tuning + multi-step scheduling

2026-08-03 08:28:38 +00:00

Dockerfile

feat: deploy CCCL-tuned prefix_prefill + muh_dispatch + fix SM=16 count

2026-08-03 08:30:16 +00:00

ENGINEX_INJECTION_MAP.md

docs: EngineX vllm injection map — Python not C++, Triton not CUDA, 32KB SMEM claim

2026-08-03 03:59:49 +00:00

enginex-vllm-bi100-qwen36-main.zip

update baseline

2026-07-30 15:19:37 +00:00

launch_service

sync: align with enginex-vllm-bi100-qwen36 baseline (1902c81f)

2026-07-31 09:43:58 +00:00

muh_dispatch.py

feat: deploy CCCL-tuned prefix_prefill + muh_dispatch + fix SM=16 count

2026-08-03 08:30:16 +00:00

muh_kernel_map.py

fix(hardware): SM count 50→16 confirmed on Phanthy Cloud BI-V100

2026-08-01 13:39:28 +00:00

MUH_PROJECT_CHECKPOINT.md

[MUH] Fix 7 structural discrepancies vs CCCL — read source, not grep

2026-07-30 14:37:38 +00:00

paged_attention_v2_pytorch.py

[FIX] V2 shape mismatch bug — v_padded used num_heads for kv_h tensor

2026-07-31 03:52:23 +00:00

paged_attention_v2_triton.py

[ARCH] CCCL-derived paged attention kernel architecture + Triton rewrite

2026-07-31 04:13:07 +00:00

paged_attn.py

sync: align with enginex-vllm-bi100-qwen36 baseline (1902c81f)

2026-07-31 09:43:58 +00:00

prefix_prefill.py

fix: revert invalid patches, add honest tuning surface assessment

2026-08-03 10:34:28 +00:00

README.md

Initial commit

2026-07-30 17:03:23 +08:00

TUNING_SURFACE_TRUTH.md

fix: revert invalid patches, add honest tuning surface assessment

2026-08-03 10:34:28 +00:00

README.md

project_6

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C++ 41.8%

Cuda 31.6%

Python 22.2%

C 2.1%

CMake 1.1%

Other 1.1%