learning how CUDA works
☆379Mar 3, 2025Updated last year
Alternatives and similar repositories for cuda_learning
Users that are interested in cuda_learning are comparing it to the libraries listed below
Sorting:
- how to optimize some algorithm in cuda.☆2,872Updated this week
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆9,932Updated this week
- Examples of CUDA implementations by Cutlass CuTe☆270Jul 1, 2025Updated 8 months ago
- flash attention tutorial written in python, triton, cuda, cutlass☆491Jan 20, 2026Updated 2 months ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆531Sep 8, 2024Updated last year
- ☆149Mar 18, 2024Updated 2 years ago
- Implement Flash Attention using Cute.☆102Dec 17, 2024Updated last year
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,248Jul 29, 2023Updated 2 years ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆81Aug 12, 2024Updated last year
- ☆169Feb 5, 2026Updated last month
- Material for gpu-mode lectures☆5,865Feb 1, 2026Updated last month
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,062Updated this week
- CUDA 算子手撕与面试指南☆881Aug 23, 2025Updated 6 months ago
- 校招、秋招、春招、实习好项目，带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。☆512Oct 28, 2025Updated 4 months ago
- ☆2,714Jan 16, 2024Updated 2 years ago
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,092Dec 30, 2024Updated last year
- ☆71Jan 6, 2025Updated last year
- Several simple examples for popular neural network toolkits calling custom CUDA operators.☆1,528Apr 29, 2021Updated 4 years ago
- Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]☆323Nov 8, 2022Updated 3 years ago
- FlashInfer: Kernel Library for LLM Serving☆5,194Updated this week
- Fastest kernels written from scratch☆559Sep 18, 2025Updated 6 months ago
- A self-learning tutorail for CUDA High Performance Programing.☆915Jan 14, 2026Updated 2 months ago
- Yinghan's Code Sample☆364Jul 25, 2022Updated 3 years ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆118Mar 13, 2024Updated 2 years ago
- ☆183May 7, 2025Updated 10 months ago
- A CUDA kernel for NHWC GroupNorm for PyTorch☆23Nov 15, 2024Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆149May 10, 2025Updated 10 months ago
- Step-by-step optimization of CUDA SGEMM☆445Mar 30, 2022Updated 3 years ago
- ☆116May 16, 2025Updated 10 months ago
- CUDA C 编程权威指南代码实现 包含了书上第二章到第八章的大部分代码实现和作者笔记，全由作者本人手动实现，难免有错误的地方，请大家谨慎参考，非常欢迎对错误的指正。 如果有帮助的话请Star一下，对作者帮助很大，谢谢！☆380Oct 20, 2022Updated 3 years ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆112Sep 10, 2024Updated last year
- ☆150Jan 9, 2025Updated last year
- 🤖FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA EA.☆253Feb 13, 2026Updated last month
- 使用 CUDA C++ 实现的 llama 模型推理框架☆63Nov 8, 2024Updated last year
- FlagGems is an operator library for large language models implemented in the Triton Language.☆917Updated this week
- A simple high performance CUDA GEMM implementation.☆426Jan 4, 2024Updated 2 years ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆43Feb 27, 2025Updated last year
- Perplexity GPU Kernels☆564Nov 7, 2025Updated 4 months ago
- 校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library st…☆3,370Jun 22, 2025Updated 9 months ago