Commit Graph

17 Commits

Author SHA1 Message Date
LuminolT
79fcfd6abf feat(megamoe): add nvfp4 group16 capability gate
Allow SM100 FP4 scale layout transforms to accept group16 and thread weight granularity through the MegaMoE Python wrapper, API checks, and synthetic benchmark entrypoint.

Keep fused SM100 MegaMoE compute behind an explicit group16 capability gate until the SFB/TMEM/MMA scale path is updated and validated.

Tested: PYTHONPYCACHEPREFIX=/private/tmp/deepgemm_pycache python3 -m py_compile deep_gemm/mega/__init__.py tests/test_mega_moe.py tests/generators.py

Tested: git diff --check

Not-tested: CUDA build and SM100/B300 runtime validation are not available locally.
2026-07-08 18:29:09 +08:00
Xinyi Liu
453fc7b046 feat: implement sm90 megamoe phase6 combine 2026-06-18 17:40:49 +08:00
Xinyi Liu
9bd0519605 feat: implement sm90 megamoe phase5 l2 scatter 2026-06-18 15:17:20 +08:00
Xinyi Liu
f3553f976c feat: implement sm90 megamoe phase4 l1 epilogue 2026-06-18 01:09:45 +08:00
Xinyi Liu
842124b1c5 feat: implement sm90 megamoe phase3 l1 wgmma 2026-06-18 00:46:41 +08:00
Xinyi Liu
540e5aeadc feat: implement sm90 megamoe phase2 dispatch-only 2026-06-18 00:00:36 +08:00
Xinyi Liu
1dafd0f173 feat: add sm90 megamoe phase1 interfaces 2026-06-17 23:54:49 +08:00
Zhean Xu
891d57b4db Add various optimizations and Mega MoE benchmarks (#316)
* Merge with private repo

* Add Mega MoE Benchmark

* Minor fix

* Update

---------

Co-authored-by: Chenggang Zhao <chenggangz@deepseek.com>
2026-04-24 18:41:37 +08:00
Chenggang Zhao
7f2a703ed5 [Public release 26/04] Introducing Mega MoE, FP4 Indexer and other features/fixes (#304)
* Merge with private repo

* Update README

* Update README

* Update README

* Add PyTorch requirements

* Fix sync scopes for MQA logits (#256)

* Update README
2026-04-17 09:45:14 +08:00
Zhean Xu
0f5f266202 Multiple updates and refactorings (#280) 2026-01-16 17:06:52 +08:00
Ray Wang
38f8ef73a4 Multiple updates and refactorings (#231) 2025-11-21 17:49:47 +08:00
Chenggang Zhao
8da33d6bd9 Clean up 2025-11-19 11:00:55 +08:00
Guoteng
f63d7f24d6 fix: prevent int32 overflow in k-grouped GEMM size calculations (#226) 2025-11-19 10:52:08 +08:00
Simon Mo
59f2c07cf2 Add SM100 kernels (#201)
Signed-off-by: simon-mo <simon.mo@hey.com>
2025-09-29 17:07:28 +08:00
Chenggang Zhao
80ceeb2c76 Add SM90 kernels (#200) 2025-09-29 17:00:23 +08:00
Ray Wang
3f71de7aa9 Make various updates and fixes (#198) 2025-09-25 16:19:07 +08:00
Ray Wang
f85ec649d7 Make various updates and fixes: (#164)
- Add BF16 support for SM90 and SM100
- Refactor Python APIs
- Other fixes and code refactoring
2025-08-15 18:32:35 +08:00