mihir-awatramani
389e493055
CUTLASS 3.8 Release ( #2059 )
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* CUTLASS 3.8 Release
* update
* Update README.md
* Revert "Update README.md"
This reverts commit b353e36fe857973641+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 )
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* CUTLASS 3.7
* clean up changelog
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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
cc3c29a81a
CUTLASS 3.6.0 ( #1850 )
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* v3.6
* update changelog
* update readme
* fix typo
* fixing typos
* hopper gemm with weight prefetch
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Co-authored-by: yuzhai <yuzhai@nvidia.com >
Co-authored-by: Haicheng Wu <haichengw@nvidia.com >
2024-10-09 15:33:27 -04:00
dePaul Miller
8b2a0408bd
Profiler docs and argument update for raster order ( #1667 )
2024-07-31 16:40:10 -04:00
Vijay Thakkar
be60a0b272
CUTLASS 3.5.1 ( #1623 )
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* 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
ANIKET SHIVAM
90d3b0fb18
CUTLASS 3.2.1 ( #1113 )
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* 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
f079619f5e
More updates for 3.1 ( #958 )
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* Updates for 3.1
* Minor change
* doc link fix
* Minor updates
2023-05-24 10:17:16 -04:00
ANIKET SHIVAM
d572cc1aab
CUTLASS 3.1 ( #915 )
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Co-authored-by: Aniket Shivam <ashivam@nvidia.com >
2023-04-14 23:19:34 -04:00
Adnios
0964bdb64c
update gemm and conv2d cmdline --help output ( #878 )
2023-04-01 11:38:13 -04:00
Vijay Thakkar
277bd6e537
CUTLASS 3.0.0 ( #786 )
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* CUTLASS 3.0.0
2023-01-23 20:55:28 -05:00
ANIKET SHIVAM
66d9cddc83
New updates for 2.11 ( #775 )
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* New updates.
* Minor profiler updates
Co-authored-by: Aniket Shivam <ashivam@nvidia.com >
2023-01-20 16:32:57 -05:00
Cliff Burdick
536b20763e
Fixed typo in profiler README ( #603 )
2022-08-24 21:55:13 -04:00
Andrew Kerr
12f4108ac2
CUTLASS 2.9 ( #468 )
2022-04-23 15:02:38 -04:00
Manish Gupta
6c2f8f2fb8
CUTLASS 2.6.1 - functional and performance enhancements to strided DGRAD, fixes, and tuning
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* 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
10709dbb64
clean profiler cmd and doc
2021-07-30 11:02:17 -07:00
Manish Gupta
1ac4559d12
Cutlass 2.6 Update 1 ( #301 )
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* 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
ccb697bac7
cutlass 2.4 documentation only update
2020-11-23 06:59:45 -06:00
Manish Gupta
6615010cd0
CUTLASS 2.4 (Implicit GEMM convolution) ( #147 )
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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 )
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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
fd7e058d0c
Added examples to enable the unity build ( #102 )
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* Updated documentation of fused GEMM example and removed UNITY BUILD batch size. The default batch size when unity build is enabled tends to be favorable.
2020-06-17 07:09:18 -07:00
Andrew Kerr
86931fef85
CUTLASS 2.2 ( #96 )
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Adds support for NVIDIA Ampere Architecture features. CUDA 11 Toolkit recommended.
2020-06-08 16:17:35 -07:00
Andrew Kerr
8aca98f9a7
Improved formatting, clarity, and content of several documents. ( #64 )
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* Improved formatting, clarity, and content of several documents.
2019-11-20 10:42:15 -08:00
Andrew Kerr
fb335f6a5f
CUTLASS 2.0 ( #62 )
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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
