Codes & examples for "CUDA - From Correctness to Performance"
☆159Oct 24, 2024Updated last year
Alternatives and similar repositories for CUDA-From-Correctness-To-Performance-Code
Users that are interested in CUDA-From-Correctness-To-Performance-Code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆332Jun 10, 2025Updated last year
- ☆27Jan 8, 2024Updated 2 years ago
- 🦙🦙.🦀☆28Sep 24, 2023Updated 2 years ago
- ☆20Jun 1, 2026Updated 2 months ago
- ☆37Aug 7, 2025Updated 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.
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆45Feb 27, 2025Updated last year
- Wiki fo HPC☆140Jul 23, 2025Updated last year
- Implement Flash Attention using Cute.☆111Dec 17, 2024Updated last year
- ☆16May 27, 2026Updated 2 months ago
- A cross-modal vector index with fast construction on heterogeneous CPU-GPU environment. Published on DaMoN@SIGMOD 2025.☆16Jul 16, 2025Updated last year
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated last year
- High performance Transformer implementation in C++.☆155Jan 18, 2025Updated last year
- AI based singing voice synthesis database generator☆13Aug 12, 2022Updated 3 years ago
- flash attention tutorial written in python, triton, cuda, cutlass☆532Jan 20, 2026Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 使用 cutlass 实现 flash-attention 精简版，具有教学意义☆59Aug 12, 2024Updated last year
- ☆46Oct 15, 2025Updated 9 months ago
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,174Dec 30, 2024Updated last year
- CUDA 8-bit Tensor Core Matrix Multiplication based on m16n16k16 WMMA API☆37Sep 15, 2023Updated 2 years ago
- ☆32Aug 3, 2026Updated last week
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆48Jun 11, 2025Updated last year
- DeeperGEMM: crazy optimized version☆86May 5, 2025Updated last year
- FLA but cuTile☆27Apr 17, 2026Updated 3 months ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Jun 21, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆189May 11, 2026Updated 3 months ago
- Distributed MoE in a Single Kernel [NeurIPS '25]☆281May 5, 2026Updated 3 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆450Mar 5, 2026Updated 5 months ago
- Efficient Distributed GPU Programming for Exascale, an SC/ISC Tutorial☆381Jun 26, 2026Updated last month
- ☆14Jan 18, 2023Updated 3 years ago
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆192Jan 28, 2025Updated last year
- Claude Code skill: Generate file-by-file code tutorial websites for any repository with parallel agent teams☆28Mar 13, 2026Updated 4 months ago
- learning how CUDA works☆399Mar 3, 2025Updated last year
- Materials for learning SGLang☆869Jan 5, 2026Updated 7 months ago
- 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.
- Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]☆330Nov 8, 2022Updated 3 years ago
- 鉴定网络热门并行编程框架 - 性能测评（附小彭老师锐评）已评测：Taichi、SyCL、C++、OpenMP、TBB、Mojo☆40Aug 28, 2023Updated 2 years ago
- ☆194Updated this week
- Awesome code, projects, books, etc. related to CUDA☆40Jun 2, 2026Updated 2 months ago
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated 6 months ago
- Handwritten GEMM using Intel AMX (Advanced Matrix Extension)☆17Jan 11, 2025Updated last year
- ☆29Aug 9, 2025Updated last year