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Ratings and Reviews 0 Ratings
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What is Elastic GPU Service?
Elastic computing instances that come with GPU accelerators are perfectly suited for a wide range of applications, especially in the realms of artificial intelligence, deep learning, machine learning, high-performance computing, and advanced graphics processing. The Elastic GPU Service provides an all-encompassing platform that combines both hardware and software, allowing users to flexibly allocate resources, dynamically adjust their systems, boost computational capabilities, and cut costs associated with AI projects. Its applicability spans many use cases, such as deep learning, video encoding and decoding, video processing, scientific research, graphical visualization, and cloud gaming, highlighting its remarkable adaptability. Additionally, the service not only delivers GPU-accelerated computing power but also ensures that scalable GPU resources are readily accessible, leveraging the distinct advantages of GPUs in carrying out intricate mathematical and geometric calculations, particularly in floating-point operations and parallel processing. In comparison to traditional CPUs, GPUs can offer a spectacular surge in computational efficiency, often achieving up to 100 times greater performance, thus proving to be an essential tool for intensive computational demands. Overall, this service equips businesses with the capabilities to refine their AI operations while effectively addressing changing performance needs, ensuring they can keep pace with advancements in technology and market demands. This enhanced flexibility and power ultimately contribute to a more innovative and competitive landscape for organizations adopting these technologies.
What is Amazon EC2 UltraClusters?
Amazon EC2 UltraClusters provide the ability to scale up to thousands of GPUs or specialized machine learning accelerators such as AWS Trainium, offering immediate access to performance comparable to supercomputing. They democratize advanced computing for developers working in machine learning, generative AI, and high-performance computing through a straightforward pay-as-you-go model, which removes the burden of setup and maintenance costs. These UltraClusters consist of numerous accelerated EC2 instances that are optimally organized within a particular AWS Availability Zone and interconnected through Elastic Fabric Adapter (EFA) networking over a petabit-scale nonblocking network. This cutting-edge arrangement ensures enhanced networking performance and includes access to Amazon FSx for Lustre, a fully managed shared storage system that is based on a high-performance parallel file system, enabling the efficient processing of large datasets with latencies in the sub-millisecond range. Additionally, EC2 UltraClusters support greater scalability for distributed machine learning training and seamlessly integrated high-performance computing tasks, thereby significantly reducing the time required for training. This infrastructure not only meets but exceeds the requirements for the most demanding computational applications, making it an essential tool for modern developers. With such capabilities, organizations can tackle complex challenges with confidence and efficiency.
Integrations Supported
AWS Neuron
AWS Nitro System
AWS Trainium
Alibaba Cloud
Amazon EC2
Amazon EC2 Auto Scaling
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Integrations Supported
AWS Neuron
AWS Nitro System
AWS Trainium
Alibaba Cloud
Amazon EC2
Amazon EC2 Auto Scaling
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
API Availability
Has API
API Availability
Has API
Pricing Information
$69.51 per month
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
Alibaba
Date Founded
1999
Company Location
China
Company Website
www.alibabacloud.com/product/heterogeneous_computing
Company Facts
Organization Name
Amazon
Date Founded
1994
Company Location
United States
Company Website
aws.amazon.com/ec2/ultraclusters/
Categories and Features
Categories and Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
