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30 Commits

Author SHA1 Message Date
Junkai-Wu
0d2b201e8c v4.3.5 update. (#2934) 
* v4.3.5 update.

* Update copyright to 2026
 2026-01-08 15:02:56 -05:00
Junkai-Wu
a49a78ffef v4.2 release. (#2587) 
* Fix default cluster callback values to 1 to avoid profiler failure when these values are not set in command line.

* v4.2 release.
 2025-08-22 18:11:24 -04:00
Junkai-Wu
8bdbfca682 v4.0 update. (#2371) 2025-06-06 02:39:20 -04:00
Yujia Zhai
79fc51f4b8 v3.9 update (#2213) 
Co-authored-by: yuzhai <yuzhai@nvidia.com>
 2025-04-03 02:10:16 -04:00
Yujia Zhai
62750a2b75 v3.9 (#2185) 
* v3.8 update x

* fix blackwell gg

* doc change

* doc change

* doc change

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
Co-authored-by: Haicheng Wu <57973641+hwu36@users.noreply.github.com>
 2025-03-21 01:52:23 -04:00
Yujia Zhai
833f6990e0 v3.8.0 update (#2082) 
* 3.8 update

* fix Markus' name

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
 2025-02-06 21:33:40 -05:00
mihir-awatramani
389e493055 CUTLASS 3.8 Release (#2059) 
* CUTLASS 3.8 Release

* update

* Update README.md

* Revert "Update README.md"

This reverts commit b353e36fe83e0815f99b44e46c0c95494c44726b.

* update

* update

---------

Co-authored-by: Haicheng Wu <57973641+hwu36@users.noreply.github.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
 2025-01-25 02:44:06 -05:00
Yujia Zhai
b78588d163 CUTLASS 3.7 (#2045) 
* CUTLASS 3.7

* clean up changelog

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
 2025-01-18 09:53:07 -05:00
Yujia Zhai
3d261a5974 3.6.0 update (#2005) 
* 3.6.0 update

* doc and swap stuff

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
 2024-12-25 01:34:40 -05:00
Yujia Zhai
cc3c29a81a CUTLASS 3.6.0 (#1850) 
* v3.6

* update changelog

* update readme

* fix typo

* fixing typos

* hopper gemm with weight prefetch

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
 2024-10-09 15:33:27 -04:00
Vijay Thakkar
be60a0b272 CUTLASS 3.5.1 (#1623) 
* CUTLASS 3.5.1

* updates, optimizations, fixes
 2024-07-29 08:46:24 -04:00
ANIKET SHIVAM
751eb9a885 Update license year (#1306) 2024-01-16 14:37:22 -05:00
ANIKET SHIVAM
90d3b0fb18 CUTLASS 3.2.1 (#1113) 
* Updates for 3.2.1 release.

* Minor fix in gemm op profiler for raster order.

* Add scheduler mapping for raster order in the kernels.
 2023-09-26 17:24:26 -04:00
ANIKET SHIVAM
4575443d44 CUTLASS 3.2 (#1024) 
* CUTLASS 3.2
 2023-08-07 20:50:32 -04:00
ANIKET SHIVAM
7c04f95415 Updates for 3.1 (#932) 2023-04-29 09:34:27 -04:00
ANIKET SHIVAM
d572cc1aab CUTLASS 3.1 (#915) 
Co-authored-by: Aniket Shivam <ashivam@nvidia.com>
 2023-04-14 23:19:34 -04:00
Alexander Pivovarov
7e370c9637 Fix typos 2 (#842) 
Co-authored-by: Haicheng Wu <57973641+hwu36@users.noreply.github.com>
 2023-03-09 23:22:56 -05:00
ANIKET SHIVAM
66d9cddc83 New updates for 2.11 (#775) 
* New updates.

* Minor profiler updates

Co-authored-by: Aniket Shivam <ashivam@nvidia.com>
 2023-01-20 16:32:57 -05:00
Andrew Kerr
12f4108ac2 CUTLASS 2.9 (#468) 2022-04-23 15:02:38 -04:00
Manish Gupta
808c25337a CUTLASS 2.8 (#363) 
CUTLASS 2.8
 2021-11-19 13:26:35 -08:00
Manish Gupta
6c2f8f2fb8 CUTLASS 2.6.1 - functional and performance enhancements to strided DGRAD, fixes, and tuning 
* cutlass 2.6 update

* remove debug prints

* cutlass 2.6.1 (minor update)

* Updated CHANGELOG.

* Minor edit to readme to indicate patch version.

* Minor edit to readme.

Co-authored-by:  Haicheng Wu <haichengw@nvidia.com>, Andrew Kerr <akerr@nvidia.com>
 2021-09-03 10:26:15 -07:00
Haicheng Wu
68a078fbbf cleanup 2021-07-30 11:27:21 -07:00
Haicheng Wu
10709dbb64 clean profiler cmd and doc 2021-07-30 11:02:17 -07:00
Manish Gupta
1ac4559d12 Cutlass 2.6 Update 1 (#301) 
* cutlass 2.6 update

* remove debug prints
 2021-07-27 17:58:30 -07:00
Andrew Kerr
0e13748649 CUTLASS 2.5 2021-02-26 09:58:26 -05:00
Manish Gupta
6615010cd0 CUTLASS 2.4 (Implicit GEMM convolution) (#147) 
CUTLASS 2.4 (Implicit GEMM Convolution)

Co-authored-by: Manish Gupta <manigupta@nvidia.com>, Haicheng Wu <haichengw@nvidia.com>, Dustyn Blasig <dblasig@nvidia.com>, Andrew Kerr <akerr@nvidia.com>
 2020-11-19 21:25:25 -08:00
Andrew Kerr
c53f3339bb CUTLASS 2.3 initial commit (#134) 
CUTLASS 2.3 adds GEMMs targeting Sparse Tensor Cores on the NVIDIA Ampere Architecture, fast SGEMM, and small matrix classes, bug fixes, and performance enhancements.
 2020-09-23 14:00:58 -07:00
Andrew Kerr
86931fef85 CUTLASS 2.2 (#96) 
Adds support for NVIDIA Ampere Architecture features. CUDA 11 Toolkit recommended.
 2020-06-08 16:17:35 -07:00
Andrew Kerr
96dab34ad9 CUTLASS 2.1 (#83) 
CUTLASS 2.1 contributes:
- BLAS-style host-side API added to CUTLASS Library
- Planar Complex GEMM kernels targeting Volta and Turing Tensor Cores
- Minor enhancements and bug fixes
 2020-04-07 13:51:25 -07:00
Andrew Kerr
fb335f6a5f CUTLASS 2.0 (#62) 
CUTLASS 2.0

Substantially refactored for

- Better performance, particularly for native Turing Tensor Cores
- Robust and durable templates spanning the design space
- Encapsulated functionality embodying modern C++11 programming techniques
- Optimized containers and data types for efficient, generic, portable device code

Updates to:
- Quick start guide
- Documentation
- Utilities
- CUTLASS Profiler

Native Turing Tensor Cores
- Efficient GEMM kernels targeting Turing Tensor Cores
- Mixed-precision floating point, 8-bit integer, 4-bit integer, and binarized operands

Coverage of existing CUTLASS functionality:
- GEMM kernels targeting CUDA and Tensor Cores in NVIDIA GPUs
- Volta Tensor Cores through native mma.sync and through WMMA API
- Optimizations such as parallel reductions, threadblock rasterization, and intra-threadblock reductions
- Batched GEMM operations
- Complex-valued GEMMs

Note: this commit and all that follow require a host compiler supporting C++11 or greater.
 2019-11-19 16:55:34 -08:00