NGC | Catalog
CatalogContainers
Containers
The NGC catalog hosts containers for AI/ML, metaverse, and HPC applications and are performance-optimized, tested, and ready to deploy on GPU-powered on-prem, cloud, and edge systems.
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Logo for Merlin HugeCTR
The Merlin HugeCTR container enables you to perform data preprocessing, feature engineering, train models with HugeCTR, and then serve the trained model with Triton Inference Server.
Logo for Merlin PyTorch
The Merlin PyTorch container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with PyTorch, and serve the trained model on Triton Inference Server.
Logo for NVIDIA L4T Base
NVIDIA L4T is a Linux based software distribution for the NVIDIA Jetson embedded computing platform.
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 Isaac ROS Dev Base
Isaac ROS Dev Base containers for running a development environment configured to build/run/test ROS workspaces with Isaac ROS packages.
Logo for NeMo
NeMo
Container
NVIDIA NeMo(Neural Modules) is an open source toolkit for conversational AI. It is built for data scientists and researchers to build new state of the art speech and NLP networks easily through API compatible building blocks that can be connected together
Logo for cuOpt
cuOpt
Container
NVIDIA cuOpt™ combinatorial optimization software
Logo for NVIDIA GPU Driver
Provision NVIDIA GPU Driver as a Container.
Logo for MLflow Triton Plugin
The MLflow Triton plugin is for deploying your models from MLflow to Triton Inference Server.
Logo for NVIDIA Driver Manager For Kubernetes
Manages NVIDIA Driver upgrades in Kubernetes cluster.
A docker container is built from https://github.com/NVIDIA/spark-rapids-container. It's used on Databricks to quickly deploy a GPU accelerated Spark cluster with Spark-Radpis(https://github.com/NVIDIA/spark-rapids).
Logo for LAMMPS
LAMMPS
Container
Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS) is a software application designed for molecular dynamics simulations.
Logo for Omniverse Replicator
NVIDIA Omniverse(™) Replicator is an SDK for generating physically accurate 3D synthetic data, and developing custom synthetic data generation (SDG) tools.
Logo for Merlin TensorFlow
The Merlin TensorFlow container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with TensorFlow, and serve the trained model on Triton Inference Server.
Logo for Holoscan OpenEmbedded Builder
OpenEmbedded/Yocto Build Container for NVIDIA Holoscan
Logo for MONAI Toolkit
MONAI Toolkit
Container
MONAI Toolkit is a one-stop, development sandbox environment for researchers, data scientists, developers, and clinical teams.
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 Triton Inference Server
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 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 NVIDIA Optimized Deep Learning Framework powered by Apache MXNet
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 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 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 Holoscan Container
The Holoscan container includes the built Holoscan libraries, GXF extensions, headers, example source code, and sample datasets. It is the simplest way to run sample streaming applications or create your own application using the Holoscan SDK.
Logo for Nvidia Clara Parabricks
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.