Popular GitHub Repositories for Hpc Clusters

Making large AI models cheaper, faster and more accessible

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

Simple, scalable AI model deployment on GPU clusters

nndeploy is an end-to-end model inference and deployment framework. It aims to provide users with a powerful, easy-to-use, high-performance, and mainstream framework compatible model inference and deployment experience.一款端到端的模型推理和部署框架。它旨在为用户提供功能强大、简单易用、高性能且兼容主流框架的模型推理和部署体验。

A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC

Programmable CUDA/C++ GPU Graph Analytics

prima.cpp: Speeding up 70B-scale LLM inference on low-resource everyday home clusters

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.

A lightweight high performance tensor algebra framework for modern C++

Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, TPU, IPU and other NPUs.

This repository consists for gpu bootcamp material for HPC and AI

Ultra and Unified CCL

Differentiable Fluid Dynamics Package

Abstraction Library for Parallel Kernel Acceleration :llama:

Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

??? This repository lists some awesome public CUDA, cuda-python, cuBLAS, cuDNN, CUTLASS, TensorRT, TensorRT-LLM, Triton, TVM, MLIR, PTX and High Performance Computing (HPC) projects.

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

An open-source toolkit for deploying and managing high performance clusters for HPC, AI, and data analytics workloads.

SmartSim Infrastructure Library.

Livermore Big Artificial Neural Network Toolkit