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The NGC catalog hosts containers for the top AI and data science software, tuned, tested and optimized by NVIDIA, as well as fully tested containers for HPC applications and data analytics. NGC catalog containers provide powerful and easy-to-deploy software proven to deliver the fastest results, allowing users to build solutions from a tested framework, with complete control.
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Logo for CUDA
CUDA
Container
CUDA is a parallel computing platform and programming model that enables dramatic increases in computing performance by harnessing the power of the NVIDIA GPUs.
Logo for RAPIDS
RAPIDS
ContainerQuick Deploy
The RAPIDS suite of software libraries gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs.
Logo for PyTorch
PyTorch
ContainerQuick Deploy
PyTorch is a GPU accelerated tensor computational framework. Functionality can be extended with common Python libraries such as NumPy and SciPy. Automatic differentiation is done with a tape-based system at the functional and neural network layer levels.
Logo for TensorFlow
TensorFlow
ContainerQuick Deploy
TensorFlow is an open source platform for machine learning. It provides comprehensive tools and libraries in a flexible architecture allowing easy deployment across a variety of platforms and devices.
Logo for Merlin PyTorch Training
Merlin PyTorch Training
ContainerQuick Deploy
This container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with PyTorch.
Logo for Merlin Training
Merlin Training
ContainerQuick Deploy
This container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with HugeCTR.
Logo for NVIDIA Kubernetes Device Plugin
NVIDIA Kubernetes Device Plugin
Container
The NVIDIA Kubernetes Device Plugin registers GPUs as compute resources in the Kubernetes cluster.
Logo for Nvidia Clara Parabricks
Nvidia Clara Parabricks
Container
Nvidia Clara Parabricks is an accelerated compute framework that supports applications across the genomics industry, primarily supporting analytical workflows for DNA, RNA, and somatic mutation detection applications.
Logo for LAMMPS
LAMMPS
Container
Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS) is a software application designed for molecular dynamics simulations.
Logo for PaddlePaddle
PaddlePaddle
Container
PaddlePaddle is the first independent R&D deep learning platform in China. It has been widely adopted by manufacturing, agriculture, enterprise service, serving 4 million + developers, 157,000 companies and generating 476,000 models.
Logo for NVIDIA L4T Base
NVIDIA L4T Base
Container
NVIDIA L4T is a Linux based software distribution for the NVIDIA Jetson embedded computing platform.
Logo for Triton Inference Server (Formerly TensorRT inference Server)
Triton Inference Server (Formerly TensorRT inference Server)
Container
Triton Inference Server is an open source software that lets teams deploy trained AI models from any framework, from local or cloud storage and on any GPU- or CPU-based infrastructure in the cloud, data center, or embedded devices.
Logo for TensorRT
TensorRT
Container
NVIDIA TensorRT is a C++ library that facilitates high-performance inference on NVIDIA graphics processing units (GPUs). TensorRT takes a trained network and produces a highly optimized runtime engine that performs inference for that network.
Logo for NVIDIA Optimized Deep Learning Framework powered by Apache MXNet
NVIDIA Optimized Deep Learning Framework powered by Apache MXNet
Container
NVIDIA Optimized Deep Learning Framework, powered by Apache MXNet is a deep learning framework that allows you to mix the flavors of symbolic programming and imperative programming to maximize efficiency and productivity.
Logo for Kaldi
Kaldi
Container
Kaldi is an open-source software framework for speech processing.
Logo for Merlin Tensorflow Training
Merlin Tensorflow Training
ContainerQuick Deploy
This container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with TensorFlow.
Logo for NVIDIA Network Operator
NVIDIA Network Operator
Container
Deploy and manage NVIDIA networking resources in Kubernetes
Logo for TAO Toolkit for Conv AI
TAO Toolkit for Conv AI
Container
Docker container with workflows implemented in PyTorch as part of the Train Adapt Optimize (TAO) Toolkit.
Logo for TAO Toolkit for Language Model
TAO Toolkit for Language Model
Container
Docker container with workflows implemented in KenLM as part of the Train Adapt Optimize (TAO) Toolkit.
Logo for TAO Toolkit for Computer Vision
TAO Toolkit for Computer Vision
ContainerQuick Deploy
Docker container with workflows implemented in TensorFlow as part of the Train Adapt Optimize (TAO) Toolkit.
Logo for NVIDIA L4T TensorRT
NVIDIA L4T TensorRT
Container
NVIDIA TensorRT is a C++ library that facilitates high-performance inference on NVIDIA graphics processing units (GPUs). TensorRT takes a trained network and produces a highly optimized runtime engine that performs inference for that network.
Logo for NVIDIA MOFED Driver v5.6-1.0.3.3
NVIDIA MOFED Driver v5.6-1.0.3.3
Container
Provision the NVIDIA MOFED driver using containers.
Logo for DCGM Exporter
DCGM Exporter
Container
Monitor GPUs in Kubernetes using NVIDIA DCGM. This is an exporter for a Prometheus monitoring solution in Kubernetes.
Logo for DCGM
DCGM
Container
Manage and Monitor GPUs in Cluster Environments.
Logo for DeepStream-l4t
DeepStream-l4t
Container
DeepStream SDK delivers a complete streaming analytics toolkit for real-time AI based video and image understanding and multi-sensor processing. This container is for NVIDIA Jetson platform.