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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Amazon EC2 G4 instances are specifically designed to enhance the performance of machine learning inference and applications that require high graphics capabilities. Users can select between NVIDIA T4 GPUs (G4dn) and AMD Radeon Pro V520 GPUs (G4ad) according to their requirements. The G4dn instances combine NVIDIA T4 GPUs with bespoke Intel Cascade Lake CPUs, ensuring an optimal mix of computational power, memory, and networking bandwidth. These instances are well-suited for tasks such as deploying machine learning models, video transcoding, game streaming, and rendering graphics. On the other hand, G4ad instances, equipped with AMD Radeon Pro V520 GPUs and 2nd-generation AMD EPYC processors, offer a budget-friendly option for handling graphics-intensive workloads. Both instance types utilize Amazon Elastic Inference, which permits users to add economical GPU-powered inference acceleration to Amazon EC2, thereby lowering costs associated with deep learning inference. They come in a range of sizes tailored to meet diverse performance demands and seamlessly integrate with various AWS services, including Amazon SageMaker, Amazon ECS, and Amazon EKS. Additionally, this versatility makes G4 instances an attractive choice for organizations looking to leverage cloud-based machine learning and graphics processing capabilities.

Description

NVIDIA DGX Cloud Lepton is an advanced AI platform that facilitates connections for developers to a worldwide network of GPU computing resources across various cloud providers, all through a singular interface. It provides a cohesive experience for discovering and leveraging GPU capabilities, complemented by integrated AI services that enhance the deployment lifecycle across multiple cloud environments. With immediate access to NVIDIA's accelerated APIs, developers can begin their projects using serverless endpoints and prebuilt NVIDIA Blueprints, along with GPU-enabled computing. When scaling becomes necessary, DGX Cloud Lepton ensures smooth customization and deployment through its expansive global network of GPU cloud providers. Furthermore, it allows for effortless deployment across any GPU cloud, enabling AI applications to operate within multi-cloud and hybrid settings while minimizing operational complexities, and it leverages integrated services designed for inference, testing, and training workloads. This versatility ultimately empowers developers to focus on innovation without worrying about the underlying infrastructure.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

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

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

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

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

Vendor Details

Company Name

NVIDIA

Founded

1993

Country

United States

Website

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

Product Features

Deep Learning

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

HPC

Product Features

Alternatives

Alternatives

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