Commits · 6e8d8c4afbddf725b34ef938616701869f5b3462 · OpenDAS / vllm_cscc

02 Aug, 2025 1 commit
- [Test] Add Unit Test for Batched DeepGEMM (#21559) · 6e8d8c4a
  Wentao Ye authored Aug 01, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  6e8d8c4a
01 Aug, 2025 2 commits
- [Refactor] Remove Duplicate `per_block_cast_to_fp8`, Remove Dependencies of DeepGEMM (#21787) · 37006420
  Wentao Ye authored Jul 31, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  37006420
- Add DeepGEMM to Dockerfile in vllm-base image (#21533) · e360316a
  Matthew Bonanni authored Jul 31, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  e360316a
27 Jul, 2025 1 commit
- Fix CUDA permute/unpermute for use with DeepGemm Moe (#17934) · 57c22e57
  Caleb_Du authored Jul 27, 2025
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Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
```
  57c22e57
23 Jul, 2025 1 commit
- [Misc] fixed nvfp4_moe test failures due to invalid kwargs (#21246) · 6929f8b4
  Yang Chen authored Jul 23, 2025
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Signed-off-by: Yang Chen <yangche@fb.com>
```
  6929f8b4
22 Jul, 2025 1 commit
- Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334) · e7b20426
  Ming Yang authored Jul 21, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
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  e7b20426
19 Jul, 2025 1 commit
- Add torch golden impl for moe_align_block_size kernel test (#20653) · 7d945771
  shixianc authored Jul 19, 2025
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Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
```
  7d945771
18 Jul, 2025 1 commit
- [Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911) · 5780121c
  shixianc authored Jul 17, 2025
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Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
```
  5780121c
17 Jul, 2025 2 commits
- [Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) · 9fb2d220
  ElizaWszola authored Jul 17, 2025
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
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  9fb2d220
- [Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903) · 11dfdf21
  Varun Sundar Rabindranath authored Jul 17, 2025
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  11dfdf21
16 Jul, 2025 1 commit
- [CI] update typos config for CI pre-commit and fix some spells (#20919) · 1eb2b9c1
  Peter Pan authored Jul 16, 2025
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Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
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  1eb2b9c1
13 Jul, 2025 2 commits
- [Refactor] Change the way of import triton (#20774) · c1acd6d7
  Wentao Ye authored Jul 12, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  c1acd6d7
- [Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841) · 42d440c2
  Wentao Ye authored Jul 12, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  42d440c2
11 Jul, 2025 2 commits
- [Misc] Add unit tests for MoE ModularKernel combinations + Profiling utility (#20449) · 53fa4573
  Varun Sundar Rabindranath authored Jul 11, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  53fa4573
- [Feature] Integrate SM100 DeepGEMM support (#20087) · e2de455c
  Wentao Ye authored Jul 10, 2025
  
  e2de455c
10 Jul, 2025 2 commits

[Misc] MoE ModularKernel : Introduce TopKWeightAndReduce (#20648) · f0c98cae

Varun Sundar Rabindranath authored Jul 10, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

f0c98cae

[Bugfix] Fused MoE Modular Kernel chunking loop (#20392) · fdadb6f4

Varun Sundar Rabindranath authored Jul 10, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

fdadb6f4

09 Jul, 2025 1 commit

[Feature][Quantization] MXFP4 support for MOE models (#17888) · 332d4cb1

fxmarty-amd authored Jul 09, 2025


Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Bowen Bao <bowenbao@amd.com>

332d4cb1

08 Jul, 2025 1 commit
- [Bugfix] Fix Maverick correctness by filling zero to cache space in cutlass_moe (#20167) · afb7cff1
  Ming Yang authored Jul 07, 2025
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Signed-off-by: Ming Yang <yming@meta.com>
```
  afb7cff1
04 Jul, 2025 3 commits
- [CI Bugfix] Fix pre-commit failures on main (#20502) · c108781c
  Michael Goin authored Jul 05, 2025
  
  c108781c
- [feat]: CUTLASS block scaled group gemm for SM100 (#19757) · 3d184b95
  Duncan Moss authored Jul 04, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
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  3d184b95
- [Misc] Add SPDX-FileCopyrightText (#20428) · 1caca5a5
  Jee Jee Li authored Jul 04, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  1caca5a5
03 Jul, 2025 1 commit
- [Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864) · 78fe7753
  bnellnm authored Jul 03, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  78fe7753
02 Jul, 2025 2 commits

[Kernels] MoE refactor (#19636) · c1909e7e

bnellnm authored Jul 02, 2025


Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>

c1909e7e

[Refactor] Remove duplicate `find_free_port` (#20333) · 7058d7dd
Wentao Ye authored Jul 01, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
7058d7dd

01 Jul, 2025 1 commit

[Bugfix] Fix deepep tests (#20288) · 08d81f10

Varun Sundar Rabindranath authored Jul 01, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

08d81f10

30 Jun, 2025 1 commit

[Unit Test] Add unit test for deep gemm (#20090) · 551ef163

Wentao Ye authored Jun 30, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

551ef163

28 Jun, 2025 1 commit

[Refactor] Create a function util and cache the results for `has_deepgemm`,... · 4d366936

Wentao Ye authored Jun 28, 2025


[Refactor] Create a function util and cache the results for `has_deepgemm`, `has_deepep`, `has_pplx` (#20187)
Signed-off-by: yewentao256 <zhyanwentao@126.com>

4d366936

26 Jun, 2025 2 commits
- [Refactor] Rename commnication utils (#20091) · 56230881
  Wentao Ye authored Jun 26, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  56230881
- [Bug Fix] Fix address/port already in use error for deep_ep test (#20094) · c894c5dc
  Wentao Ye authored Jun 26, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c894c5dc
25 Jun, 2025 2 commits
- [Kernels][Bugfix] Use torch op for all kernels in FusedMoE forward. Add... · 015fab8c
  bnellnm authored Jun 25, 2025
```
[Kernels][Bugfix] Use torch op for all kernels in FusedMoE forward.  Add additional testing for cudagraphs. (#19717)
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  015fab8c
- Revert "[Feature] Integrate new deepgemm (#19820)" (#20049) · a6c4b87f
  Wentao Ye authored Jun 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  a6c4b87f
24 Jun, 2025 1 commit
- [Feature] Integrate new deepgemm (#19820) · c6e3bba8
  Wentao Ye authored Jun 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c6e3bba8
23 Jun, 2025 1 commit

[EP+DP] Optimize the little operations in the DeepGEMM + DeepEP low latency case (#19885) · 68aaeb37

Tyler Michael Smith authored Jun 23, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

68aaeb37

17 Jun, 2025 1 commit
- [Perf] Optimize `moe_align_block_size` CUDA kernel (#19572) · ffb2cd6b
  Wentao Ye authored Jun 17, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  ffb2cd6b
11 Jun, 2025 1 commit
- [Kernels] Add activation chunking logic to FusedMoEModularKernel (#19168) · 29fa5cac
  bnellnm authored Jun 11, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  29fa5cac
09 Jun, 2025 1 commit
- [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (#19298) · 5cf2daea
  Varun Sundar Rabindranath authored Jun 09, 2025
```
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
```
  5cf2daea
07 Jun, 2025 1 commit

[Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) · 84166fee

ElizaWszola authored Jun 07, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

84166fee

05 Jun, 2025 1 commit
- [Hardware][NVIDIA] FP4 MoE kernel optimization (#19110) · 61059bee
  Chiyue Wei authored Jun 05, 2025
```
Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
```
  61059bee
04 Jun, 2025 1 commit
- [Kernel] Integrate batched/masked deepgemm kernel (#19111) · c3fd4d66
  Varun Sundar Rabindranath authored Jun 04, 2025
```
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
```
  c3fd4d66