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What is NVIDIA DGX Cloud Lepton?

NVIDIA DGX Cloud Lepton is a cutting-edge AI platform that enables developers to connect to a global network of GPU computing resources from various cloud providers, all managed through a single interface. It offers a seamless experience for exploring and utilizing GPU capabilities, along with integrated AI services that streamline the deployment process in diverse cloud environments. Developers can quickly initiate their projects with immediate access to NVIDIA's accelerated APIs, utilizing serverless endpoints and preconfigured NVIDIA Blueprints for GPU-optimized computing. When the need for scalability arises, DGX Cloud Lepton facilitates easy customization and deployment via its extensive international network of GPU cloud providers. Additionally, it simplifies deployment across any GPU cloud, allowing AI applications to function efficiently in multi-cloud and hybrid environments while reducing operational challenges. This comprehensive approach also includes integrated services tailored for inference, testing, and training workloads. Ultimately, such versatility empowers developers to concentrate on driving innovation without being burdened by the intricacies of the underlying infrastructure, fostering a more creative and productive development environment.

What is Amazon EC2 G4 Instances?

Amazon EC2 G4 instances are meticulously engineered to boost the efficiency of machine learning inference and applications that demand superior graphics performance. Users have the option to choose between NVIDIA T4 GPUs (G4dn) and AMD Radeon Pro V520 GPUs (G4ad) based on their specific needs. The G4dn instances merge NVIDIA T4 GPUs with custom Intel Cascade Lake CPUs, providing an ideal combination of processing power, memory, and networking capacity. These instances excel in various applications, including the deployment of machine learning models, video transcoding, game streaming, and graphic rendering. Conversely, the G4ad instances, which feature AMD Radeon Pro V520 GPUs and 2nd-generation AMD EPYC processors, present a cost-effective solution for managing graphics-heavy tasks. Both types of instances take advantage of Amazon Elastic Inference, enabling users to incorporate affordable GPU-enhanced inference acceleration to Amazon EC2, which helps reduce expenses tied to deep learning inference. Available in multiple sizes, these instances are tailored to accommodate varying performance needs and they integrate smoothly with a multitude of AWS services, such as Amazon SageMaker, Amazon ECS, and Amazon EKS. Furthermore, this adaptability positions G4 instances as a highly appealing option for businesses aiming to harness the power of cloud-based machine learning and graphics processing workflows, thereby facilitating innovation and efficiency.

Media

Media

Integrations Supported

AMD Radeon ProRender
Amazon EC2
Amazon EKS
Amazon Elastic Inference
Amazon SageMaker
Amazon Web Services (AWS)
CUDA
CoreWeave
Crusoe
Fluidstack
Foundry
HYDRA Software
Lambda
Nebius
Nscale
OpenGL
Yotta

Integrations Supported

AMD Radeon ProRender
Amazon EC2
Amazon EKS
Amazon Elastic Inference
Amazon SageMaker
Amazon Web Services (AWS)
CUDA
CoreWeave
Crusoe
Fluidstack
Foundry
HYDRA Software
Lambda
Nebius
Nscale
OpenGL
Yotta

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

www.nvidia.com/en-us/data-center/dgx-cloud-lepton/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/ec2/instance-types/g4/

Categories and Features

Categories and Features

Deep Learning

Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization

HPC

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