Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.
☆1,614Jun 26, 2026Updated this week
Alternatives and similar repositories for ai-performance-engineering
Users that are interested in ai-performance-engineering 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 pure-Python implementation of the Nvidia CuTe layout algebra intended to be approachable and easy to learn.☆188May 15, 2026Updated last month
- Material for gpu-mode lectures☆6,262Jun 15, 2026Updated 2 weeks ago
- ☆98May 30, 2026Updated last month
- GPU programming related news and material links☆2,206Jun 15, 2026Updated 2 weeks ago
- A curriculum for learning about gpu performance engineering, from scratch to what the frontier AI labs do☆857Apr 27, 2026Updated 2 months ago
- 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.
- The tool facilitates debugging convergence issues and testing new algorithms and recipes for training LLMs using Nvidia libraries such as…☆20Sep 17, 2025Updated 9 months ago
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆452Updated this week
- ☆24May 26, 2026Updated last month
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆892Updated this week
- Ship correct and fast LLM kernels to PyTorch☆151Jan 14, 2026Updated 5 months ago
- ☆20May 30, 2026Updated last month
- Simple Audio Embedding Toolkit☆12Aug 9, 2025Updated 10 months ago
- GPU Kernels☆226Apr 27, 2025Updated last year
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆359Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A curated collection of resources, tutorials, and best practices for learning and mastering NVIDIA CUTLASS☆261May 6, 2025Updated last year
- ☆59Feb 24, 2026Updated 4 months ago
- My study notes and hands-on projects for CUDA-based GPU programming☆13Dec 11, 2025Updated 6 months ago
- 100 days of building GPU kernels!☆607Apr 27, 2025Updated last year
- Minimalistic 4D-parallelism distributed training framework for education purpose☆2,228Aug 26, 2025Updated 10 months ago
- CUDA kernels for linear attention variants, written in CuTe DSL and CUTLASS C++.☆527Updated this week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆6,552Updated this week
- A repository to unravel the language of GPUs, making their kernel conversations easy to understand☆205Jun 1, 2025Updated last year
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,336Updated this week
- 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.
- A Datacenter Scale Distributed Inference Serving Framework☆7,352Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,967Updated this week
- NVIDIA NVSHMEM is a parallel programming interface for NVIDIA GPUs based on OpenSHMEM. NVSHMEM can significantly reduce multi-process com…☆553Jun 15, 2026Updated 2 weeks ago
- A Quirky Assortment of CuTe Kernels☆1,035Updated this week
- Helpful kernel tutorials, examples and SKILLs for tile-based GPU programming☆760Jun 23, 2026Updated last week
- [DEPRECATED] Moved to ROCm/rocm-systems repo☆30May 28, 2026Updated last month
- Distributed SDDMM Kernel☆12Jul 8, 2022Updated 3 years ago
- a simple API to use CUPTI☆10Aug 19, 2025Updated 10 months ago
- Minimal Claude Code alternative. Single Python file, zero dependencies, ~250 lines.☆39Jan 14, 2026Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Fast low-bit matmul kernels in Triton☆475May 15, 2026Updated last month
- Distributed Compiler based on Triton for Parallel Systems☆1,466Updated this week
- FlashInfer: Kernel Library for LLM Serving☆5,867Updated this week
- Development repository for the Triton language and compiler☆19,525Updated this week
- amdgpu example code in hip/asm☆66Jun 3, 2026Updated 3 weeks ago
- The Art of Debugging Open Book☆1,407Updated this week
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)☆1,080Mar 24, 2026Updated 3 months ago