Codes & examples for "CUDA - From Correctness to Performance"
☆131Oct 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:
- ☆27Jan 8, 2024Updated 2 years ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆329Jun 10, 2025Updated last year
- 🦙🦙.🦀☆28Sep 24, 2023Updated 2 years ago
- ☆37Aug 7, 2025Updated 10 months ago
- ☆20Jun 1, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated 5 months ago
- Wiki fo HPC☆139Jul 23, 2025Updated 11 months ago
- 使用 cutlass 实现 flash-attention 精简版，具有教学意义☆59Aug 12, 2024Updated last year
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆45Feb 27, 2025Updated last year
- Implement Flash Attention using Cute.☆108Dec 17, 2024Updated last year
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated 10 months ago
- Awesome code, projects, books, etc. related to CUDA☆38Jun 2, 2026Updated 3 weeks ago
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆74Dec 11, 2025Updated 6 months ago
- flash attention tutorial written in python, triton, cuda, cutlass☆525Jan 20, 2026Updated 5 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- AI based singing voice synthesis database generator☆13Aug 12, 2022Updated 3 years ago
- High performance Transformer implementation in C++.☆154Jan 18, 2025Updated last year
- Efficient Distributed GPU Programming for Exascale, an SC/ISC Tutorial☆380Updated this week
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,166Dec 30, 2024Updated last year
- CUDA 8-bit Tensor Core Matrix Multiplication based on m16n16k16 WMMA API☆37Sep 15, 2023Updated 2 years ago
- Change HFNet trained model from Tensorflow to ONNX☆12Jan 3, 2020Updated 6 years ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆47Jun 11, 2025Updated last year
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Jun 21, 2026Updated last week
- learning how CUDA works☆392Mar 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.
- Materials for learning SGLang☆850Jan 5, 2026Updated 5 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆441Mar 5, 2026Updated 3 months ago
- A lightweight design for computation-communication overlap.☆241Jan 20, 2026Updated 5 months ago
- Handwritten GEMM using Intel AMX (Advanced Matrix Extension)☆17Jan 11, 2025Updated last year
- Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]☆327Nov 8, 2022Updated 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 …☆194Jan 28, 2025Updated last year
- ☆62May 19, 2025Updated last year
- ☆250Nov 19, 2025Updated 7 months ago
- ☆14Jan 18, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,324Jun 25, 2026Updated last week
- ☆184May 11, 2026Updated last month
- 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
- FlashKDA: high-performance Kimi Delta Attention kernels☆450May 26, 2026Updated last month
- Triton Documentation in Chinese Simplified / Triton 中文文档☆117Mar 5, 2026Updated 3 months ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆31Mar 12, 2024Updated 2 years ago
- ☆24Nov 21, 2023Updated 2 years ago