learning how CUDA works
☆388Mar 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- how to optimize some algorithm in cuda.☆2,998Updated this week
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,050Updated this week
- Examples of CUDA implementations by Cutlass CuTe☆274Jul 1, 2025Updated 10 months ago
- flash attention tutorial written in python, triton, cuda, cutlass☆516Jan 20, 2026Updated 4 months ago
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,303Jul 29, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆179May 11, 2026Updated last week
- ☆153Mar 18, 2024Updated 2 years ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆545Sep 8, 2024Updated last year
- Implement Flash Attention using Cute.☆107Dec 17, 2024Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆81Aug 12, 2024Updated last year
- Material for gpu-mode lectures☆6,080May 9, 2026Updated last week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,229Apr 20, 2026Updated last month
- 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。☆539Oct 28, 2025Updated 6 months ago
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,140Dec 30, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CUDA 算子手撕与面试指南☆972Aug 23, 2025Updated 8 months ago
- ☆2,742Jan 16, 2024Updated 2 years ago
- ☆73Jan 6, 2025Updated last year
- Several simple examples for popular neural network toolkits calling custom CUDA operators.☆1,534Apr 29, 2021Updated 5 years ago
- Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]☆325Nov 8, 2022Updated 3 years ago
- FlashInfer: Kernel Library for LLM Serving☆5,621Updated this week
- Fastest kernels written from scratch☆578Sep 18, 2025Updated 8 months ago
- Yinghan's Code Sample☆364Jul 25, 2022Updated 3 years ago
- ☆189May 7, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A self-learning tutorail for CUDA High Performance Programing.☆989Jan 14, 2026Updated 4 months ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆120Mar 13, 2024Updated 2 years 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.☆155May 10, 2025Updated last year
- Step-by-step optimization of CUDA SGEMM☆466Mar 30, 2022Updated 4 years ago
- ☆121May 16, 2025Updated last year
- Standalone Flash Attention v2 kernel without libtorch dependency☆113Sep 10, 2024Updated last year
- 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!☆385Oct 20, 2022Updated 3 years ago
- ☆150Jan 9, 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.
- 使用 CUDA C++ 实现的 llama 模型推理框架☆65Nov 8, 2024Updated last year
- ☆266Jul 11, 2024Updated last year
- FlagGems is an operator library for large language models implemented in the Triton Language.☆996Updated this week
- A simple high performance CUDA GEMM implementation.☆434Jan 4, 2024Updated 2 years ago
- 🤖FFPA: Extends FlashAttention-2 via Split-D for large headdims, 1.5x~3×↑🎉 vs SDPA, up to 430T🎉 on H200.☆299Updated this week
- Perplexity GPU Kernels☆576Nov 7, 2025Updated 6 months ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆45Feb 27, 2025Updated last year