Amazon Elastic InferenceAmazon
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MultipassCanonical
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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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About
Get an instant Ubuntu VM with a single command. Multipass can launch and run virtual machines and configure them with cloud-init like a public cloud. Prototype your cloud launches locally for free. The first five minutes with Multipass let you know how easy it is to have a lightweight cloud handy. Let’s launch a few LTS instances, list them, exec a command, use cloud-init and clean up old instances to start. The ”Ubuntu Server CLI cheat sheet“ is your fast path to learning the Linux command line - from basic file management to deploying Kubernetes and OpenStack. Multipass provides a command line interface to launch, manage and generally fiddle about with instances of Linux. The downloading of a minty-fresh image takes a matter of seconds, and within minutes a VM can be up and running. Launch instances of Ubuntu and initialise them with cloud-init metadata like AWS, Azure, Google, IBM and Oracle clouds. Simulate your own cloud deployment on your workstation.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
IT teams that need an advanced Infrastructure as a Service solution
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Audience
Enterprises and IT companies in search of a VM infrastructure on demand solution for any workstation to prototype cloud launches locally for free
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationAmazon
Founded: 2006
United States
aws.amazon.com/machine-learning/elastic-inference/
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Company InformationCanonical
Founded: 2010
United Kingdom
multipass.run/
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Categories |
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Integrations
Amazon EC2 G4 Instances
Amazon Web Services (AWS)
Cisco AnyConnect
Google Cloud Platform
IBM Cloud
Intelligent Management Center
Kubernetes
MXNet
PostgreSQL
Puppet Enterprise
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Integrations
Amazon EC2 G4 Instances
Amazon Web Services (AWS)
Cisco AnyConnect
Google Cloud Platform
IBM Cloud
Intelligent Management Center
Kubernetes
MXNet
PostgreSQL
Puppet Enterprise
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