Commit Graph
185 Commits
Author SHA1 Message Date
LJC00118 6bc75b549e Fix smxx layout assertion (#141)
* Fix assertion error in smxx_layout.hpp for mn % 4 != 0 cases

* Fix assertion error in smxx_layout.hpp for mn % 4 != 0 cases

* Align submodule files

* Fix assertion error in smxx_layout.hpp for mn % 4 != 0 cases

* fix(smxx_layout): support mn%4!=0 and num_groups>1 via torch

* fix(smxx_layout): support mn%4!=0 and num_groups>1 via torch

* fix: correct logic for entering get_mn_major_tma_aligned_packed_ue8m0_tensor_torch
2025-07-30 10:36:54 +08:00
LJC00118 a581263f06 Fix indent 2025-07-29 16:14:46 +08:00
dan_the_3rd fb7c687548 Merge pull request #135 from danthe3rd/patch-3
Fix import-time error: "undefined symbol: _ZN3c104cuda20getCurrentCUDAStreamEa"
2025-07-29 16:14:15 +08:00
Yuxian Qiu dd6ed14acb Add torch as build dependency. (#139)
* Add torch as dependency.

Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>

* Add pyproject.toml

Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>

* Fix setup.py.

Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>

* Add build dependency.

Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>

---------

Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
2025-07-28 17:01:39 +08:00
dan_the_3rd 4b4e4f20dd Update system.hpp (#133) 2025-07-28 17:01:05 +08:00
dan_the_3rd 8987798502 Update setup.py (#134) 2025-07-28 16:58:23 +08:00
Chenggang Zhao 187656694f Code lint 2025-07-21 11:00:50 +08:00
Ray Wang 436a56314c Use std::filesystem::directory_iterator instead of std::filesystem::recursive_directory_iterator to avoid an ABI breakage we met (#131) 2025-07-21 10:44:20 +08:00
Clayton Coleman c1db17e2e3 Updated submodules to use https:// vs git@ (#129)
Anonymous cloning is more difficult with git@ (it requires per user
SSH keys), which makes CI automation more difficult.

This commit reverts to using https:// as it was before #112
2025-07-21 09:05:15 +08:00
Yineng Zhang 4ca3cdffd2 fix: update .gitmodules (#130) 2025-07-20 10:23:58 +08:00
Ray Wang 6c9558ed04 Update CUDA toolkits requirement (#128) 2025-07-18 16:40:47 +08:00
Ray Wangandfzyzcjy 9da4a23561 Add more GPU architectures support (#112)
* Add more GPU architectures support

* Update layout.py

* Optimize performance, Add SM90 support, Add 1D2D SM100 support

* Add fmtlib submodule at commit 553ec11

---------

Co-authored-by: fzyzcjy <5236035+fzyzcjy@users.noreply.github.com>
2025-07-18 11:32:22 +08:00
Chenggang Zhao 03d0be3d2d Simplify expression 2025-07-02 14:07:05 +08:00
fy1214 3fc6728dee [add] fix smem_barrier size in wgrad way (#122) 2025-07-02 14:05:36 +08:00
yukuai e82c4139da Revert "Fixed the bug in get_swizzle_mode function related to elem_size setting. (#115)"
This reverts commit ac428e25e0.

This PR causes wgrad to hang during testing. Revert it until we resolve the issue
2025-06-23 17:13:36 +08:00
TherLF ac428e25e0 Fixed the bug in get_swizzle_mode function related to elem_size setting. (#115) 2025-06-23 09:37:10 +08:00
shixiancandShixian Cui 0c88cd0139 Fix illegal memory address when skipping -1 m indices (#113)
Co-authored-by: Shixian Cui <shixian@amazon.com>
2025-06-16 10:44:31 +08:00
8dfa329827 Grouped GEMM skip useless computation for unaligned Ms (#103)
* Grouped GEMM skip useless computation for unaligned Ms

* Update readme.md

* small typo

* Rename variables

* Restore previous indent

* Format

* Refactor tests

* Add `SkipComputation` types

* Bug fixed

* Format

* Fix tests

* Add assertions

* Minor fix

---------

Co-authored-by: yukuai <yukuai@deepseek.com>
Co-authored-by: Chenggang Zhao <chenggangz@deepseek.com>
2025-05-27 13:43:38 +08:00
Chenggang Zhao 391755ada0 Fix JIT tests 2025-05-16 14:39:58 +08:00
Chenggang Zhao 78d8362e7a Add a missing #pragma once 2025-05-15 18:10:05 +08:00
Chenggang Zhao ec426b9d66 Merge pull request #100 from deepseek-ai/remove-tuner
Refactor some launch-related structures
2025-05-15 17:05:42 +08:00
Chenggang Zhao 104a6ec109 Add __assertfail 2025-05-15 17:04:21 +08:00
Chenggang Zhao 3b412f458a Unify kwargs usages 2025-05-15 16:53:52 +08:00
Chenggang Zhao 350989eef3 Unify ceil_divs 2025-05-15 16:48:32 +08:00
Chenggang Zhao 4373af2e82 Add DG_PRINT_CONFIGS 2025-05-15 16:36:40 +08:00
Chenggang Zhao 816b39053a Refactor launch-related structures 2025-05-15 16:14:21 +08:00
Chenggang Zhao e2d6a107ef Cleanup some useless staffs 2025-05-14 15:46:45 +08:00
Chenggang Zhao ebf3d2f916 Update plans 2025-05-14 15:05:24 +08:00
Zhean XuandChenggang Zhao 04278f6dee Weight gradient kernels for dense and MoE models (#95)
* Init weight gradient kernels.

* Support unaligned n,k and gmem stride

* Update docs

* Several cleanups

* Remove restrictions on N

* Add stride(0) assertions

---------

Co-authored-by: Chenggang Zhao <chenggangz@deepseek.com>
2025-05-14 14:47:58 +08:00
Chenggang Zhao d75b218b7b Update README with NVRTC news 2025-05-07 13:26:58 +08:00
Chenggang Zhao 8702f910e3 Fix 12.9 compatibility 2025-05-07 13:23:40 +08:00
Chenggang Zhao 085b4a1532 Add DG_PRINT_AUTOTUNE to README 2025-05-07 11:46:52 +08:00
Chenggang Zhao daec8fd2fc Fix pipeline stage edge cases 2025-05-07 11:40:34 +08:00
Gabriel WuandChenggang Zhao bfe983c4c2 Refactor JIT compilation (+NVRTC support) (#94)
* [wip] refactor: compile to .cubin

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* refactor: compile to .cubin and add NVRTC option

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* fix: compiler version

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* feat: compat for old drivers

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* feat: save kernel name to file

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* feat: fix win compat

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* fix: windows compat

Signed-off-by: Gabriel Wu <13583761+lucifer1004@users.noreply.github.com>

* feat: make API more general

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* feat: drop support for CUDA<12.3

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* doc: update README

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

* Some lints and refactor

* Refactor runtime

* Several fixes

* Refactor environment variables

* Code format

* Add a TODO

* Compatible with CUDA 12.3

* Fix indent

* Fix typing

* Drop support for Windows

* Add a TODO

---------

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Signed-off-by: Gabriel Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Chenggang Zhao <chenggangz@deepseek.com>
2025-05-07 11:38:14 +08:00
Chenggang Zhao d374456787 Less stages for small shape K 2025-04-28 10:36:08 +08:00
Chenggang Zhao 86afd0c212 Add two more optimization TODOs 2025-04-27 17:51:11 +08:00
Chenggang Zhao 33e0c3ce40 Update plans 2025-04-24 14:37:53 +08:00
95e81b3dd6 Indivisible TMA (#90)
Fix indivisible shapes for TMA multicast

---------

Co-authored-by: yukuai <yukuai@deepseek.com>
Co-authored-by: Chenggang Zhao <chenggangz@deepseek.com>
2025-04-23 14:55:14 +08:00
yukuai26 891f35adf5 Support TMA multicast on B with m_grouped_gemm_contiguous. (#88) 2025-04-21 09:43:17 +08:00
Chenggang Zhao 83aa960b9b Fix bugs 2025-04-18 11:55:51 +08:00
Chenggang Zhao fea9309c1e Update README 2025-04-18 11:38:52 +08:00
Chenggang Zhao 340d9880f4 Overlap TMA store 2025-04-18 11:18:23 +08:00
Zhean XuandZhean Xu 4499c4ccbb Refactor MMA template with CUTLASS (#87)
* Refactor MMA with cutlass

* Update README.md

---------

Co-authored-by: Zhean Xu <xza@deepseek.com>
2025-04-14 17:06:49 +08:00
Chenggang Zhao 37aa127451 Use swizzling instead of padding (#86)
* Add swizzling params

* Add TMA D descriptor

* Always use STSMx2

* Swizzling draft

* Compatible with padding

* Fix bugs

* Optimize swizzle performance

* Optimize expression

* Optimize TMA issues

* Fix README

* Stricter assertions
2025-04-14 15:20:58 +08:00
Chenggang Zhao 2e7e58011b Merge pull request #83 from deepseek-ai/tma-1d-store
Use 1D TMA store instead of 3D
2025-04-11 11:25:01 +08:00
Chenggang Zhao b0d64817a7 OOB bugs fixed 2025-04-11 11:00:47 +08:00
Chenggang Zhao 99eb6ec563 Remove useless STSM 2025-04-11 10:45:36 +08:00
Chenggang Zhao 8041ed7164 Use 1D TMA store 2025-04-11 10:42:01 +08:00
Chenggang Zhao a77009cb14 Make partition pipelined 2025-04-10 18:07:25 +08:00
Chenggang Zhao 5bda27244b Add CMake support for CLion indexing 2025-04-10 09:57:54 +08:00