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| cff-version: 1.2.0 | |
| title: CUTLASS | |
| message: >- | |
| If you use this software, please cite using the | |
| following metadata. | |
| type: software | |
| authors: | |
| - given-names: Vijay | |
| family-names: Thakkar | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Pradeep | |
| family-names: Ramani | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Cris | |
| family-names: Cecka | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Aniket | |
| family-names: Shivam | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Honghao | |
| family-names: Lu | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Ethan | |
| family-names: Yan | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Jack | |
| family-names: Kosaian | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Mark | |
| family-names: Hoemmen | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Haicheng | |
| family-names: Wu | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Andrew | |
| family-names: Kerr | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Matt | |
| family-names: Nicely | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Duane | |
| family-names: Merrill | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Dustyn | |
| family-names: Blasig | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Fengqi | |
| family-names: Qiao | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Piotr | |
| family-names: Majcher | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Paul | |
| family-names: Springer | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Markus | |
| family-names: Hohnerbach | |
| affiliation: NVIDIA | |
| email: [email protected] | |
| - given-names: Jin | |
| family-names: Wang | |
| email: [email protected] | |
| affiliation: NVIDIA | |
| - given-names: Manish | |
| family-names: Gupta | |
| affiliation: Google | |
| email: [email protected] | |
| repository-code: 'https://github.com/NVIDIA/cutlass' | |
| abstract: >- | |
| CUTLASS is a collection of CUDA C++ template | |
| abstractions for implementing high-performance | |
| matrix-multiplication (GEMM) and related | |
| computations at all levels and scales within CUDA. | |
| It incorporates strategies for hierarchical | |
| decomposition and data movement similar to those | |
| used to implement cuBLAS and cuDNN. CUTLASS | |
| decomposes these "moving parts" into reusable, | |
| modular software components abstracted by C++ | |
| template classes. These thread-wide, warp-wide, | |
| block-wide, and device-wide primitives can be | |
| specialized and tuned via custom tiling sizes, data | |
| types, and other algorithmic policy. The resulting | |
| flexibility simplifies their use as building blocks | |
| within custom kernels and applications. | |
| keywords: | |
| - 'cutlass, tensor cores, cuda, cute, nvidia, gpu, linear algebra, matrix computations' | |
| license: BSD-3-Clause | |
| license-url: https://github.com/NVIDIA/cutlass/blob/v3.0.0/LICENSE.txt | |
| version: '3.0.0' | |
| date-released: '2023-01-23' | |
| identifiers: | |
| - type: url | |
| value: "https://github.com/NVIDIA/cutlass/tree/v3.0.0" | |
| description: The GitHub release URL of tag 3.0.0 | |