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35 Commits
Author SHA1 Message Date
Yujia ZhaiyuzhaiHaicheng Wu
 		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 ZhaiyuzhaiHaicheng Wu
 		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
Vijay Thakkar 7d49e6c7e2 Updates for CUTLASS 3.5.0 (#1468) 2024-04-11 21:33:40 -04:00
Vijay Thakkar 629f4653c3 CUTLASS 3.5.0 (#1411) 2024-03-19 17:51:04 -04:00
ANIKET SHIVAM 751eb9a885 Update license year (#1306) 2024-01-16 14:37:22 -05:00
Pradeep Ramani c008b4aea8 CUTLASS 3.3.0 (#1167) 
* Release 3.3.0

Adds support for mixed precision GEMMs On Hopper and Ampere
Adds support for < 16B aligned GEMMs on Hopper
Enhancements to EVT
Enhancements to Python interface
Enhancements to Sub-byte type handling in CuTe
Several other bug-fixes and performance improvements.

* minor doc update
 2023-11-02 11:09:05 -04:00
Fabian SchuetzeandHaicheng Wu 5f13dcad78 set kIsHeavy member variables (#1012) 
* set kIsHeavy member variables

* correct kIsHeavy value for Tanh

* set kIsHeavy=false for HardSwish

---------

Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
 2023-10-04 12:38:36 -04:00
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
wll 19c4a4815e replace division with multiplication in GELU (#942) 2023-05-12 10:57:18 -04:00
ANIKET SHIVAMandAniket 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
Aditya Atluri c975e2ccbb releaase 2.11 (#703) 2022-11-19 09:02:15 -05:00
seventh 06eb90cc0d Fix identity sigmoid activation (#659) 
* activation support Identity

* fix Sigmoid activation operator() with CUTLASS_HOST_DEVICE
 2022-11-09 14:42:23 -05:00
hlu1 9b47403b2d Add missing CUTLASS_HOST_DEVICE (#671) 2022-10-21 22:20:38 -04:00
Tianqi Zhang (张天启) 9f2e3faa69 fix call of GELU_Taylor in LinearCombinationGeneric (#634) 2022-09-20 21:00:55 -04:00
Ying Zhang a821280dc7 Gemm broadcast (#632) 
* gemm_universal_with_broadcast, +2 sources.

* Revert "gemm_universal_with_broadcast, +2 sources."

This reverts commit fb063251f2144a091f12c9abfce7e1713f2d1c9e.

* gemm_universal_with_broadcast separated version.

* Update copyright banner.

* update banner
 2022-09-20 10:37:12 -04:00
ANIKET SHIVAMandAniket Shivam e773429f7e CUTLASS 2.10 updates (#622) 
Co-authored-by: Aniket Shivam <ashivam@nvidia.com>
 2022-09-12 21:26:30 -04:00
ANIKET SHIVAMandAniket Shivam b72cbf957d CUTLASS 2.10 (#615) 
Co-authored-by: Aniket Shivam <ashivam@nvidia.com>
 2022-09-03 18:48:46 -04:00
Bing XuandBing Xu 1eb6355182 [activation] tanh (#550) 
Co-authored-by: Bing Xu <bingxu@fb.com>
 2022-07-02 08:00:45 -04:00
Haicheng Wu 9ab9110168 add leaky relu (#542) 
Authored-by: Haicheng Wu <haichengw@nvidia.com>
 2022-06-26 10:07:50 -04:00
Andrew Kerr 12f4108ac2 CUTLASS 2.9 (#468) 2022-04-23 15:02:38 -04:00
Bing XuBing XuHaicheng Wu
 		d0d941efc7 [hardswish] correct implmentation (#403) 
* [hardswish] correct implmentation

* seems working

* hardswish fp32/fp16x2 optimization

* [relu] half2 support

* add relu0; add multiply_add_relu0;

* cleanup

Co-authored-by: Bing Xu <bingxu@fb.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
 2022-02-09 14:28:53 -05:00
masahi c2ee13a0fe Add epilogue functor for residual block fusion (#391) 
* Add epilogue functor for residual block fusion

* Do not run split-k tests when ActivationOp is not Identity

* explain TestSplitK param

* return early
 2021-12-29 22:53:40 -05:00
masahiandHaicheng Wu dceabd4c5a Support half precision sigmoid activation (#378) 
* Support half precision sigmoid activation

* introduce a vectorized variant using fast_tanh

* move the math to fast_math.h

* fixed compile

* .raw() -> .to_half()

Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
 2021-12-22 14:45:06 -05:00
masahi 0dc3ba60b3 Refactor GELU and Sigmoid epilogue to use a common template (and add SiLu, Hardswish epilogue) (#379) 
* Support half precision sigmoid activation

* introduce a vectorized variant using fast_tanh

* refactored sigmoid using the new interface

* refactored gelu

* add silu activation

* add hardswish

* remove sigmoid for now

* add description to silu and hardswish, and other doc update

* Do not ignore Round

* use constant N

* Set isHeavy = true in sigmoid and silu epilogue
 2021-12-18 14:58:15 -05:00
Andrew Kerr ec4f7e5194 Updates to fused epilogue (#383) 
* Enhancements and fixes to fused GEMM and Convolution epilogue.
* Need to explicitly list cudart as unit test library dependency.
 2021-12-17 16:04:43 -05:00
Manish Gupta 2e07c4cc2f CUTLASS 2.7 (#318) 
CUTLASS 2.7

Mainloop fusion for GEMM: summation over A or B
Strided DGRAD (optimized iterators)
Half-precision GELU_taylor activation functions
Use these when accumulation and epilogue compute types are all cutlass::half_t
Tuning and bug fixes to fused GEMM + GEMM example
Support for smaller than 128b aligned Convolutions: see examples
Caching of results to accelerate Convolution unit tests
Can be enabled or disabled by running cmake .. -DCUTLASS_TEST_ENABLE_CACHED_RESULTS=OFF
Corrections and bug fixes reported by the CUTLASS community
Thank you for filing these issues!

authored-by: Haicheng Wu haichengw@nvidia.com, Manish Gupta manigupta@nvidia.com, Dustyn Blasig dblasig@nvidia.com, Andrew Kerr akerr@nvidia.com
 2021-09-20 11:02:22 -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
Manish Gupta e5d51840e8 CUTLASS 2.6 (#298) 
CUTLASS 2.6
 2021-07-23 00:40:53 -04:00
KeDengMS 83036ed646 More clean up 2021-04-18 04:29:20 +00:00
KeDengMS 41a31b404b Fixes to Gelu for half and fusion 2021-04-17 22:10:19 +00:00
Andrew Kerr 0e13748649 CUTLASS 2.5 2021-02-26 09:58:26 -05:00
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