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About

Amazon EC2 UltraClusters enable you to scale to thousands of GPUs or purpose-built machine learning accelerators, such as AWS Trainium, providing on-demand access to supercomputing-class performance. They democratize supercomputing for ML, generative AI, and high-performance computing developers through a simple pay-as-you-go model without setup or maintenance costs. UltraClusters consist of thousands of accelerated EC2 instances co-located in a given AWS Availability Zone, interconnected using Elastic Fabric Adapter (EFA) networking in a petabit-scale nonblocking network. This architecture offers high-performance networking and access to Amazon FSx for Lustre, a fully managed shared storage built on a high-performance parallel file system, enabling rapid processing of massive datasets with sub-millisecond latencies. EC2 UltraClusters provide scale-out capabilities for distributed ML training and tightly coupled HPC workloads, reducing training times.

About

Run machine learning on distributed data for faster insights and better outcomes without the cost, concentration risk, long lead times, and privacy concerns of centralizing data. The efficacy of machine learning algorithms is frequently limited by the accessibility of diverse, quality data sources. By unlocking access to more data and providing transparency of dataset model impacts, you get more effective insight. Obtaining approvals, centralizing data, and building out infrastructure takes time. By using data where it resides while federating and parallelizing the training process, you get trained models and valuable insights faster. Because Devron offers access to data in situ and removes the need for masking and anonymizing, you won’t need to move data—greatly reducing the overhead of the extraction, transformation, and loading process.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and researchers seeking a solution to improve their machine learning, generative AI, and high-performance computing application operations

Audience

Data Management platform for companies

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/ec2/ultraclusters/

Company Information

Devron
www.devron.ai/

Alternatives

Alternatives

Gretel

Gretel

Gretel.ai

Categories

Categories

Integrations

AWS Neuron
AWS Nitro System
AWS Trainium
Amazon EC2
Amazon EC2 Auto Scaling
Amazon EC2 Capacity Blocks for ML
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn1 Instances
Amazon EC2 Trn2 Instances
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon FSx
Amazon S3
Amazon SageMaker
Amazon Web Services (AWS)
PyTorch
TensorFlow

Integrations

AWS Neuron
AWS Nitro System
AWS Trainium
Amazon EC2
Amazon EC2 Auto Scaling
Amazon EC2 Capacity Blocks for ML
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn1 Instances
Amazon EC2 Trn2 Instances
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon FSx
Amazon S3
Amazon SageMaker
Amazon Web Services (AWS)
PyTorch
TensorFlow
Claim Amazon EC2 UltraClusters and update features and information
Claim Amazon EC2 UltraClusters and update features and information
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Claim Devron and update features and information