⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
☆151May 10, 2025Updated 11 months ago
Alternatives and similar repositories for HGEMM
Users that are interested in HGEMM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA.☆272Apr 22, 2026Updated last week
- ☆67Apr 26, 2025Updated last year
- Benchmark tests supporting the TiledCUDA library.☆18Nov 19, 2024Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆82Aug 12, 2024Updated last year
- ☆20Sep 28, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆193Jan 28, 2025Updated last year
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- Implement Flash Attention using Cute.☆105Dec 17, 2024Updated last year
- ☆52May 19, 2025Updated 11 months ago
- Examples of CUDA implementations by Cutlass CuTe☆274Jul 1, 2025Updated 9 months ago
- flash attention tutorial written in python, triton, cuda, cutlass☆506Jan 20, 2026Updated 3 months ago
- A CUDA kernel for NHWC GroupNorm for PyTorch☆23Nov 15, 2024Updated last year
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆97Feb 20, 2026Updated 2 months ago
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated 3 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆264Jul 11, 2024Updated last year
- ☆33Feb 3, 2025Updated last year
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆542Sep 8, 2024Updated last year
- An experimental communicating attention kernel based on DeepEP.☆34Jul 29, 2025Updated 9 months ago
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆13Nov 23, 2024Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆108Jun 28, 2025Updated 10 months ago
- ☆186May 7, 2025Updated 11 months ago
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated 8 months ago
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆22Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆86Dec 18, 2025Updated 4 months ago
- ☆40Dec 14, 2025Updated 4 months ago
- ☆120May 16, 2025Updated 11 months ago
- ☆159Dec 26, 2024Updated last year
- A Easy-to-understand TensorOp Matmul Tutorial☆428Mar 5, 2026Updated last month
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆760Aug 6, 2025Updated 8 months ago
- ☆119May 19, 2025Updated 11 months ago
- DeeperGEMM: crazy optimized version☆86May 5, 2025Updated 11 months ago
- A practical way of learning Swizzle☆38Feb 3, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆32Jul 2, 2025Updated 9 months ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆46Jun 11, 2025Updated 10 months ago
- Cute layout visualization☆37Jan 18, 2026Updated 3 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,414Apr 22, 2026Updated last week
- ☆140Aug 18, 2025Updated 8 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆150May 29, 2025Updated 11 months ago
- FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …☆31Dec 21, 2024Updated last year