NGC | Catalog
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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 NVIDIA MLPerf Inference
MLPerf Inference containers are base containers for people interested in NVIDIA's MLPerf Inference submission results
Logo for NVIDIA Container Toolkit
Build and Run GPU Accelerated Docker Containers.
Logo for DCGM
DCGM
Container
Manage and Monitor GPUs in Cluster Environments.
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 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 DeepStream-l4t
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.
Logo for DeepStream
DeepStream
Container
DeepStream SDK delivers a complete streaming analytics toolkit for AI based video and image understanding and multi-sensor processing. This container is for data center GPUs such as NVIDIA T4 running on x86 platform.
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 Morpheus
Morpheus
Container
NVIDIA Morpheus is an open AI application framework for cybersecurity developers.
Logo for MLflow Triton Plugin
The MLflow Triton plugin is for deploying your models from MLflow to Triton Inference Server.
Logo for Neural Network Libraries
Neural Network Libraries is a deep learning framework that is intended to be used for research, development and production. We aim to have it running everywhere: desktop PCs, HPC clusters, embedded devices and production servers.
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 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 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 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 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 NVIDIA HPC SDK
The NVIDIA HPC SDK is a comprehensive suite of compilers, libraries and tools essential to maximizing developer productivity and the performance and portability of HPC applications.
Logo for NVIDIA L4T TensorRT
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 GPU Operator
Deploy and Manage NVIDIA GPU resources in Kubernetes.
Logo for Validator for NVIDIA GPU Operator
Validates NVIDIA GPU Operator components
Logo for NVIDIA L4T Base
NVIDIA L4T is a Linux based software distribution for the NVIDIA Jetson embedded computing platform.
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