Amazon Elastic InferenceAmazon
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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
Infervision is a leading AI medical technology company established in 2016, focusing on improving multidisciplinary services and operations with AI. They offer cutting-edge AI products that support medical professionals in all areas, from disease screening and diagnosis to intervention and treatment, patient management, and medical research. Their solutions include InferRead CT Lung for lung nodule detection from chest CT, InferRead DR Chest for detecting chest abnormalities from chest X-rays, InferRead CT Coronary for identifying coronary artery stenosis in coronary CTA, InferRead CT Stroke for triaging hemorrhage from brain CT, InferRead CT Bone for identifying chest fractures from chest CT, and InferRead CT Pneumonia for identifying and triaging pneumonia from chest CT. Additionally, they offer InferOperate for 3D reconstruction in thoracic, liver, and urological surgeries, InferCare for patient management and image follow-up, and InferScholar as an AI-enabled medical research tool.
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Platforms Supported
Windows
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Mac
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Linux
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Cloud
Supported
On-Premises
Not Supported
iPhone
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iPad
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Android
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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
IT teams that need an advanced Infrastructure as a Service solution
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Audience
Healthcare professionals in need of an AI-assisted diagnostic tool to enhance accuracy and efficiency in medical imaging
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Support
Phone Support
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24/7 Live Support
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Online
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Support
Phone Support
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24/7 Live Support
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Online
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API
Offers API
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API
Offers API
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Pricing
No information available.
Free Version
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Free Trial
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Pricing
No information available.
Free Version
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Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Company InformationAmazon
Founded: 2006
United States
aws.amazon.com/machine-learning/elastic-inference/
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Company InformationInfervision
Founded: 2016
United States
global.infervision.com
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Categories |
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Integrations
Amazon EC2
Supported
Amazon EC2 G4 Instances
Supported
Amazon Web Services (AWS)
Supported
MXNet
Supported
PyTorch
Supported
TensorFlow
Supported
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Integrations
Amazon EC2
Not Supported
Amazon EC2 G4 Instances
Not Supported
Amazon Web Services (AWS)
Not Supported
MXNet
Not Supported
PyTorch
Not Supported
TensorFlow
Not Supported
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