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mit-han-lab/torchsparse

Efficient training and inference framework for sparse convolution on GPUs, useful for AI and ML developers.

1.4K
Experimental
Cuda
Acceleration
Build Tools
PyTorch
#gpu-acceleration#sparse-convolution#pytorch

beehive-lab/TornadoVM

TornadoVM is a heterogeneous programming framework that enables developers to leverage GPUs and other accelerators for improved performance in Java applications.

1.4K
Active
Java
GPU Acceleration
Build Tools
Java
#cuda#opencl#gpu-acceleration

GPUOpen-Tools/compressonator

A tool suite for texture and 3D model compression, optimization, and analysis using CPUs, GPUs, and APUs.

1.4K
Archived
C++
Computer Vision
Frontend Frameworks
#3d-models#compression#texture-compression

tensor-compiler/taco

Tensor Algebra Compiler (taco) is a C++ library for computing sparse tensor expressions on CPUs and GPUs.

1.3K
Experimental
C++
ML Ops
Databases
#tensor-algebra#sparse-tensor#linear-algebra

chengzeyi/stable-fast

Best inference performance optimization framework for HuggingFace Diffusers on NVIDIA GPUs.

1.3K
Experimental
Python
Inference
Performance Optimizations
PyTorch
#cuda#deeplearning#diffusers

ledoge/novideo_srgb

A C# tool for calibrating monitors to sRGB or other color spaces on NVIDIA GPUs based on EDID data or ICC profiles.

1.3K
Archived
C#
Component Libraries (C#)
CLI Tools
#color-correction#monitors#nvidia

agemagician/ProtTrans

A state-of-the-art pretrained language model for proteins, enabling advanced AI-powered protein analysis.

1.3K
Experimental
Jupyter Notebook
LLM Frameworks
#protein#bioinformatics#transformers

CliMA/Oceananigans.jl

A fast, flexible, ocean-flavored fluid dynamics library for climate and ocean modeling on CPUs and GPUs.

1.3K
Active
Julia
Databases
Machine Learning Ops
Julia
#climate#fluid-dynamics#gpu

bytedance/flux

A fast communication-overlapping library for tensor/expert parallelism on GPUs, useful for AI/ML applications.

1.3K
Stable
C++
ML Ops
API Frameworks
#cuda#cutlass#gpu

dartraiden/NVIDIA-patcher

Adds 3D acceleration support for various NVIDIA mining cards and RTX GPUs.

1.2K
Active
PowerShell
Firmware & Drivers
System Utilities
#gpu#nvidia#mining

PacktPublishing/Learn-CUDA-Programming

Learn CUDA Programming, a library for developing high-performance, parallel applications on NVIDIA GPUs.

1.2K
Archived
Cuda
AI SDKs & Wrappers
CLI Tools
#cuda#gpu-programming#parallel-computing

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

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

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

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

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

cadenji/foolrenderer

A tiny software renderer implemented from scratch to understand how GPUs work.

1.1K
Archived
C
Graphics Programming
Learning & Education
C
#3d-graphics#computer-graphics#gamedev

EricJMarti/inventory-hunter

A Python-based tool that helps developers get notified when their desired CPUs, GPUs, or game consoles are back in stock.

1.1K
Archived
Python
CLI Tools
API Frameworks
Python
#stock-tracking#notifications#hardware

NVIDIA/gpu-monitoring-tools

Tools for monitoring NVIDIA GPUs on Linux

1.1K
Archived
C
CLI Tools
Monitoring
#gpu#linux#nvidia

LitLeo/TensorRT_Tutorial

A C++ tutorial for the TensorRT deep learning inference engine optimized for NVIDIA GPUs.

1.0K
Archived
C++
Inference
API Frameworks
#machine-learning#inference#gpu-acceleration

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