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Description
Amazon EC2 UltraClusters allow for the scaling of thousands of GPUs or specialized machine learning accelerators like AWS Trainium, granting users immediate access to supercomputing-level performance. This service opens the door to supercomputing for developers involved in machine learning, generative AI, and high-performance computing, all through a straightforward pay-as-you-go pricing structure that eliminates the need for initial setup or ongoing maintenance expenses. Comprising thousands of accelerated EC2 instances placed within a specific AWS Availability Zone, UltraClusters utilize Elastic Fabric Adapter (EFA) networking within a petabit-scale nonblocking network. Such an architecture not only ensures high-performance networking but also facilitates access to Amazon FSx for Lustre, a fully managed shared storage solution based on a high-performance parallel file system that enables swift processing of large datasets with sub-millisecond latency. Furthermore, EC2 UltraClusters enhance scale-out capabilities for distributed machine learning training and tightly integrated HPC tasks, significantly decreasing training durations while maximizing efficiency. This transformative technology is paving the way for groundbreaking advancements in various computational fields.
Description
Elastic computing instances equipped with GPU accelerators are ideal for various applications, including artificial intelligence, particularly deep learning and machine learning, high-performance computing, and advanced graphics processing. The Elastic GPU Service delivers a comprehensive system that integrates both software and hardware, enabling users to allocate resources with flexibility, scale their systems dynamically, enhance computational power, and reduce expenses related to AI initiatives. This service is applicable in numerous scenarios, including deep learning, video encoding and decoding, video processing, scientific computations, graphical visualization, and cloud gaming, showcasing its versatility. Furthermore, the Elastic GPU Service offers GPU-accelerated computing capabilities along with readily available, scalable GPU resources, which harness the unique strengths of GPUs in executing complex mathematical and geometric calculations, especially in floating-point and parallel processing. When compared to CPUs, GPUs can deliver an astounding increase in computing power, often being 100 times more efficient, making them an invaluable asset for demanding computational tasks. Overall, this service empowers businesses to optimize their AI workloads while ensuring that they can meet evolving performance requirements efficiently.
API Access
Has API
API Access
Has API
Integrations
AWS Nitro System
AWS Trainium
Alibaba Cloud
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
Integrations
AWS Nitro System
AWS Trainium
Alibaba Cloud
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
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$69.51 per month
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/ultraclusters/
Vendor Details
Company Name
Alibaba
Founded
1999
Country
China
Website
www.alibabacloud.com/product/heterogeneous_computing
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
