Amazon EC2Amazon
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Amazon Elastic InferenceAmazon
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Related Products
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About
Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides secure, resizable compute capacity in the cloud. It is designed to make web-scale cloud computing easier for developers. Amazon EC2’s simple web service interface allows you to obtain and configure capacity with minimal friction. It provides you with complete control of your computing resources and lets you run on Amazon’s proven computing environment. Amazon EC2 delivers the broadest choice of compute, networking (up to 400 Gbps), and storage services purpose-built to optimize price performance for ML projects. Build, test, and sign on-demand macOS workloads. Access environments in minutes, dynamically scale capacity as needed, and benefit from AWS’s pay-as-you-go pricing. Access the on-demand infrastructure and capacity you need to run HPC applications faster and cost-effectively. Amazon EC2 delivers secure, reliable, high-performance, and cost-effective compute infrastructure to meet demanding business needs.
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About
Amazon Elastic Inference allows you to attach low-cost GPU-powered acceleration to Amazon EC2 and Sagemaker instances or Amazon ECS tasks, to reduce the cost of running deep learning inference by up to 75%. Amazon Elastic Inference supports TensorFlow, Apache MXNet, PyTorch and ONNX models. Inference is the process of making predictions using a trained model. In deep learning applications, inference accounts for up to 90% of total operational costs for two reasons. Firstly, standalone GPU instances are typically designed for model training - not for inference. While training jobs batch process hundreds of data samples in parallel, inference jobs usually process a single input in real time, and thus consume a small amount of GPU compute. This makes standalone GPU inference cost-inefficient. On the other hand, standalone CPU instances are not specialized for matrix operations, and thus are often too slow for deep learning inference.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
All types of businesses and organizations seeking a tool providing secure and resizable compute capacity for virtually any workload
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Audience
IT teams that need an advanced Infrastructure as a Service solution
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Support
Phone Support
Supported
24/7 Live Support
Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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PricingThere are five ways to pay for Amazon EC2 instances: On-Demand, Savings Plans, Reserved Instances, and Spot Instances. You can also pay for Dedicated Hosts which provide you with EC2 instance capacity on physical servers dedicated for your use.
Free Version
Not Supported
Free Trial
Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Pros & Cons from Real UsersPros
Cons
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Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationAmazon
Founded: 1994
United States
aws.amazon.com/ec2/
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Company InformationAmazon
Founded: 2006
United States
aws.amazon.com/machine-learning/elastic-inference/
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Alternatives |
Alternatives |
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Categories |
Categories |
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Infrastructure-as-a-Service (IaaS) Features
Analytics / Reporting
Supported
Configuration Management
Supported
Data Migration
Supported
Data Security
Supported
Load Balancing
Supported
Log Access
Supported
Network Monitoring
Supported
Performance Monitoring
Supported
SLA Monitoring
Supported
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Integrations
Amazon EC2 G4 Instances
Supported
AWS Elastic Load Balancing
Supported
AWS Snowball
Supported
Amazon CodeGuru
Supported
Amazon EC2 Capacity Blocks for ML
Supported
Amazon EC2 P5 Instances
Supported
Amazon Elastic Block Store (EBS)
Supported
Bevywise IoT Platform
Supported
BidElastic
Supported
Bugsnag
Supported
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Integrations
Amazon EC2 G4 Instances
Supported
AWS Elastic Load Balancing
Not Supported
AWS Snowball
Not Supported
Amazon CodeGuru
Not Supported
Amazon EC2 Capacity Blocks for ML
Not Supported
Amazon EC2 P5 Instances
Not Supported
Amazon Elastic Block Store (EBS)
Not Supported
Bevywise IoT Platform
Not Supported
BidElastic
Not Supported
Bugsnag
Not Supported
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