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Liu-xiandong/How_to_optimize_in_GPU

This repository provides a series of GPU optimization topics and CUDA kernel optimizations for high-performance computing.

1.2K
Archived
Cuda
GPU Acceleration
HPC
#gpu-acceleration#high-performance-computing#hpc

ivan-vasilev/neuralnetworks

A Java library for building deep neural networks with GPU acceleration for machine learning and AI applications.

1.2K
Archived
Java
LLM Frameworks
API Frameworks
#deep-learning#neural-networks#gpu-acceleration

uccl-project/uccl

Efficient communication library for GPUs, covering collectives, P2P, and EP for AI/ML workloads

1.2K
Active
C++
GPU Frameworks
API Frameworks
C++
#ai#gpu#hpc

grimfang4/sdl-gpu

A high-performance 2D graphics library for SDL written in C, useful for game and multimedia development.

1.2K
Archived
C
Backend Frameworks
CLI Tools
#sdl#graphics#multimedia

eduardoleao052/js-pytorch

A JavaScript library that provides GPU-accelerated deep learning and neural network capabilities similar to PyTorch.

1.2K
Archived
JavaScript
AI SDKs & Wrappers
Neural Networks
React
#deep-learning#neural-networks#javascript-library

nokyan/resources

A Rust-based system monitoring tool with CPU, GPU, memory, and process tracking for GNOME desktops.

1.2K
Active
Rust
CLI Tools
Linux Distros
#cpu-monitoring#gpu-monitoring#memory-monitoring

anderskm/gputil

A Python module to programmatically get GPU status from NVIDIA GPUs using nvidia-smi.

1.2K
Archived
Python
CLI Tools
Raspberry Pi
Python
#gpu#nvidia#system-info

henrywoo/chatllama

An open-source implementation of LLaMA-based ChatGPT that runs on a single GPU, with a 15x faster training process.

1.2K
Archived
Python
LLM Frameworks
LLM Wrappers & SDKs
Python
#language-model#chatbot#llama

nihui/realsr-ncnn-vulkan

A high-performance super-resolution library for AI/ML developers, implemented with the ncnn deep learning framework and optimized for GPU acceleration.

1.2K
Archived
C
Computer Vision
API Frameworks
#super-resolution#computer-vision#gpu-acceleration

eholk/harlan

A language for GPU computing, written in Scheme, focused on high-performance parallel processing.

1.2K
Archived
Scheme
API Frameworks
LLM Frameworks
#gpu#high-performance#parallel-processing

ROCm/MIOpen

Deprecated library for building GPU-accelerated machine learning applications using AMD's ROCm platform.

1.2K
Active
Assembly
ML Ops
#gpu-acceleration#amd-rocm#machine-learning

pmndrs/detect-gpu

A TypeScript library that classifies GPUs based on their 3D rendering benchmark score for graphically intensive apps.

1.2K
Active
TypeScript
Frontend Frameworks
Animation & Motion
React
#gpu-detection#benchmarks#webgl

antonmks/Alenka

A high-performance GPU database engine built for AI and machine learning workloads.

1.2K
Archived
Cuda
ML Ops
Databases
Cuda
#gpu#database#ai

hannes-brt/hebel

GPU-accelerated deep learning library in Python for building and training neural networks.

1.2K
Archived
Python
LLM Frameworks
API Frameworks
#deep-learning#gpu-acceleration#neural-networks

CNugteren/CLBlast

CLBlast is a tuned, open-source BLAS library for OpenCL, focused on providing efficient matrix-multiplication operations for GPU acceleration.

1.2K
Active
C++
API Frameworks
Computer Vision
#blas#opencl#gpu

getkeops/keops

KErnel OPerationS library for efficient GPU-accelerated AI/ML operations with autodiff support.

1.2K
Stable
Python
LLM Frameworks
API Frameworks
Python
#autodiff#gpu-acceleration#ml-ops

keijiro/StableFluids

A straightforward GPU-accelerated implementation of the 'Stable Fluids' algorithm for Unity3D developers.

1.2K
Stable
C#
Backend Frameworks
IDE Extensions
Unity3D
#compute#fluid-dynamics#gpu

isc30/ryzen-gpu-passthrough-proxmox

This GitHub repository provides instructions to set up GPU passthrough and UEFI on Proxmox for Ryzen processors with integrated AMD Radeon graphics.

1.1K
Active
Batchfile
Linux Distros
Raspberry Pi
#proxmox#gpu-passthrough#ryzen

Jaysmito101/TerraForge3D

A cross-platform procedural terrain generation and texturing tool for game development.

1.1K
Experimental
C++
3D
CLI Tools
#procedural-generation#terrain-generation#graphics

NVIDIA-Merlin/NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data used in recommender systems.

1.1K
Stable
Python
ML Ops
ETL & Pipelines
Python
#deep-learning#feature-engineering#feature-selection
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