Amazon Deep Learning AMIs

Amazon Deep Learning AMIs

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Score 8.0 out of 100
Amazon Deep Learning AMIs

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What is Amazon Deep Learning AMIs?

AMIs are Amazon Machine Images, virtual appliance deployed on EC2. The AWS Deep Learning AMIs provide machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud, at scale. Users can launch Amazon EC2 instances pre-installed with deep…

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  • No setup fee

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  • Free/Freemium Version
  • Premium Consulting / Integration Services

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What is Amazon Lightsail?

Amazon Lightsail is a virtual private server (VPS) designed to present an easy-to-use cloud platform that offers everything needed to build an application or website, plus a cost-effective, monthly plan.

What is Microsoft Azure?

Microsoft Azure is a cloud computing platform and infrastructure for building, deploying, and managing applications and services through a global network of Microsoft-managed datacenters.

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Product Details

What is Amazon Deep Learning AMIs?

AMIs are Amazon Machine Images, virtual appliance deployed on EC2. The AWS Deep Learning AMIs provide machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud, at scale. Users can launch Amazon EC2 instances pre-installed with deep learning frameworks and interfaces such as TensorFlow, PyTorch, Apache MXNet, Chainer, Gluon, Horovod, and Keras to train sophisticated, custom AI models, experiment with new algorithms, or to learn new skills and techniques.

Amazon Deep Learning AMIs Technical Details

Operating SystemsUnspecified
Mobile ApplicationNo

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Reviews and Ratings

 (14)

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(1-3 of 3)
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Score 10 out of 10
Vetted Review
Verified User
Review Source
Suitable:
1. Best for quickly setting up an instance with pre-installed libraries.
2. Ideal for people in Deep Learning space who struggle with Cuda / Nvidia driver installations.

Not suitable:
1. People who want to install custom libraries or different version of those.
2. In these cases, updating the version of libraries many times leads to version mismatch which can cause many errors.
Score 8 out of 10
Vetted Review
Verified User
Review Source
Amazon AMIs has been very useful for the quick setup and implementation of deep learning for data analysis which is something I have used the service for in my own research. We commonly use the service to enable students to run intensive deep learning algorithms for their assessments. This service works well in this scenario as it allows students to quickly set up a suitable environment and get started with little hassle.
If you are looking to run simple, surface level deep learning algorithms (kind of contradictory statement I know) then AMI is more complicated than most will need. When it comes to teaching the basics of Machine Learning, this kind of system is unnecessary and there are other alternatives which can be used. That being said this service is a must if you are looking to run complex deep learning via the cloud.