NVIDIA's home for open source projects and research across artificial intelligence, robotics, and more.
SVT VP9 encoder. Scalable Video Technology (SVT) is a software-based video coding technology that is highly optimized for Intel® Xeon® processors. Using the open source SVT-VP9 encoder, it is possible to spread video encoding processing across multiple Intel® Xeon® processors to achieve a real advantage of processing efficiency. KDEnlive: KDE Non-Linear Video Editor. With some updated build scripts, the new version of.
TensorRT
High-performance platform for deep learning inference
Website>GitHub>NCCL
Optimized primitives for collective multi-gpu communication
Website>GitHub>TensorRT Inference Server
Inference microservice for data center production that maximizes GPU utilization
Website>GitHub>DALI
Data pre-processing in deep learning applications
Apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Website>GitHub>DIGITS
Deep Learning GPU Training System
TensorFlow
Examples that show how to use TF-TRT
NVDLA
Open source Deep Learning Inference Accelerator
Docker
Build and run Docker containers leveraging NVIDIA GPUs
Kubernetes
Kubernetes on NVIDIA GPUs
K8s Device Plugin
Enable GPU support in Kubernetes with the NVIDIA device plugin
GitHub>Container Runtime
Support multiple Linux container runtimes via the NVIDIA Container Runtime
Website>GitHub>Container Runtime Library
Automatically configure GNU/Linux containers leveraging NVIDIA hardware
GitHub>GPU Monitoring Tools
Bindings and utilities for monitoring NVIDIA GPUs on Linux
GitHub>MDL
NVIDIA Material Definition Language SDK
Falcor
Real-time rendering framework
TF TRT Image Classification
Image classification with NVIDIA TensorRT from TensorFlow models
GitHub>Redtail
Perception and AI components for autonomous mobile robotics
Website>GitHub>Flang
Flang is a Fortran compiler targeting LLVM
CUTLASS
CUDA Templates for Linear Algebra Subroutines
AmgX
Distributed multi-grid linear solver library on GPU
libcu++
C++ Standard Library for your entire CPU+GPU system
CUB
A library of collective primitives and utilities
nvcomp
High performance GPU data compression library
Open Seq2Seq
Toolkit for efficient experimentation with various sequence-to-sequence models
Website>GitHub>vid2vid
High-resolution photorealistic video-to-video translation
GitHub>Deep Recommender
Deep learning for recommender systems
Milano
Tool for automating hyper-parameters search for your models on a backend of your choice
GitHub>Tacotron 2
PyTorch implementation with faster-than-realtime inference
GitHub>Deep Learning Examples
Tensor Cores optimized code-samples
Deep Learning
TensorRT
High-performance platform for deep learning inference
Website>GitHub>NCCL
Optimized primitives for collective multi-gpu communication
Website>GitHub>TensorRT Inference Server
Inference microservice for data center production that maximizes GPU utilization
Website>GitHub>DALI
Data pre-processing in deep learning applications
Website>GitHub>Apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Website>GitHub>DIGITS
Deep Learning GPU Training System
TensorFlow
Examples that show how to use TF-TRT
NVDLA
Open source Deep Learning Inference Accelerator
Container Technology
Docker
Build and run Docker containers leveraging NVIDIA GPUs
Kubernetes
Kubernetes on NVIDIA GPUs
K8s Device Plugin
Enable GPU support in Kubernetes with the NVIDIA device plugin
GitHub>Container Runtime
Support multiple Linux container runtimes via the NVIDIA Container Runtime
Website>GitHub>Container Runtime Library
Automatically configure GNU/Linux containers leveraging NVIDIA hardware
GitHub>
GPU Monitoring Tools
Bindings and utilities for monitoring NVIDIA GPUs on Linux
GitHub>Design & Visualization
MDL
NVIDIA Material Definition Language SDK
Falcor
Real-time rendering framework
Robotics
TF TRT Image Classification
Image classification with NVIDIA TensorRT from TensorFlow models
GitHub>Redtail
Perception and AI components for autonomous mobile robotics 3d print model editor.
Website>GitHub>HPC
Flang
Flang is a Fortran compiler targeting LLVM
CUTLASS
CUDA Templates for Linear Algebra Subroutines
AmgX
Distributed multi-grid linear solver library on GPU
libcu++
C++ Standard Library for your entire CPU+GPU system
CUB
A library of collective primitives and utilities
Open Source Video Processing Process
Website>GitHub>nvcomp
High performance GPU data compression library
Research
Open Seq2Seq
Toolkit for efficient experimentation with various sequence-to-sequence models
Website>GitHub>vid2vid
High-resolution photorealistic video-to-video translation
GitHub>Deep Recommender
Deep learning for recommender systems
Milano
Tool for automating hyper-parameters search for your models on a backend of your choice
GitHub>Tacotron 2
PyTorch implementation with faster-than-realtime inference
GitHub>Open Source Video Editing Software
Deep Learning Examples
Tensor Cores optimized code-samples
