AWS CloudFormation vs. PyTorch on AWS

PyTorch on AWS

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
AWS CloudFormation	Score 8.8 out of 10	N/A	AWS CloudFormation gives developers and systems administrators a way to create and manage a collection of related AWS resources, provisioning and updating them in a predictable fashion. Use AWS CloudFormation’s sample templates or create templates to describe the AWS resources, and any associated dependencies or runtime parameters, required to run an application. Users don’t need to figure out the order for provisioning AWS services or the subtleties of making those dependencies work.…	$0
PyTorch on AWS	Score 10.0 out of 10	N/A	PyTorch is an open source deep learning framework. PyTorch on AWS using Amazon SageMaker presents a fully managed machine learning service used to build, train, and deploy PyTorch models at scale. For managing one's own infrastructure, one can use the AWS Deep Learning AMIs or the AWS Deep Learning Containers, which come pre-installed with PyTorch to deploy custom machine learning environments.	N/A

Pricing

AWS CloudFormation

PyTorch on AWS

Editions & Modules

Free Tier - 1,000 Handler Operations per Month per Account: $0.00
Handler Operation: $0.0009
per handler operation

No answers on this topic

Offerings

Pricing Offerings
AWS CloudFormation	PyTorch on AWS
Free Trial
Yes	No
Free/Freemium Version
Yes	No
Premium Consulting/Integration Services
No	No

Entry-level Setup Fee

No setup fee

Additional Details

There is no additional charge for using AWS CloudFormation with resource providers in the following namespaces: AWS::*, Alexa::*, and Custom::*. In this case you pay for AWS resources (such as Amazon EC2 instances, Elastic Load Balancing load balancers, etc.) created using AWS CloudFormation as if you created them manually. You only pay for what you use, as you use it; there are no minimum fees and no required upfront commitments. When you use resource providers with AWS CloudFormation outside the namespaces mentioned above, you incur charges per handler operation. Handler operations are create, update, delete, read, or list actions on a resource.

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More Pricing Information

Community Pulse
	AWS CloudFormation	PyTorch on AWS

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	AWS CloudFormation	PyTorch on AWS
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User Ratings
	AWS CloudFormation	PyTorch on AWS
Likelihood to Recommend	7.6 (0 ratings)	- (0 ratings)

User Testimonials
	AWS CloudFormation	PyTorch on AWS
Likelihood to Recommend	Cloning a virtual machine creates a virtual machine that is a copy of the original. The new virtual machine is configured with the Cloning Cloning a virtual machine creates a virtual machine that is a copy of the original. The new virtual machine is configured with the same virtual hardware, installed software, and other properties that were configured for the original virtual machine. For information about persistent memory and PMem storage, see the vSphere Resource Management Guide. For information virtual machine creates a virtual machine that is a copy of the original. The new virtual machine is configured with the same virtual hardware, installed software, and other properties that were configured for the original virtual machine. For information about persistent memory and PMem storage, see the vSphere Resource. Management guide. For information virtual hardware, installed software cloning a virtual machine creates a virtual machine that is a copy of the original. The new virtual machine is configured with the same virtual hardware, installed software, and other properties that were configured for the original virtual machine. For information about persistent memory and PMem storage, see the vSphere Resource Management Guide. For information and other properties that were configured for the original virtual machine. For information about persistent memory and PMem storage, see the vSphere Resource Management Guide. For information. Incentivized Verified User Anonymous Read full review	No answers on this topic
Pros	IaC, transactional on top of that Support for "mainstream" general programming languages Sharable IaC "snippets" that can setup standardized environments for individuals quickly OOP techniques are available thanks to OOP languages Incentivized Verified User Anonymous Read full review	No answers on this topic
Cons	Error Description upon Failure Needs to be Improved. Slow to create, delete or update. Need to delete resources manually. It can ask before starting deletion whether to skip those resources or delete them. Incentivized Verified User Anonymous Read full review	No answers on this topic
Usability	It's easy enough to get a shared template & apply it. You don't even have to download-then-upload or copy-and-paste, a publicly-accessible url works. Diving deeper, it has enough powerful capabilities to make the life of a platform / DevOps engineer bearable. However, you need equally deep knowledge to troubleshoot issues, when they inevitably pop up. This is the same for all IaC technologies, as they are additional abstraction layers on top of the native API provided by the cloud providers. Incentivized Verified User Anonymous Read full review	No answers on this topic
Alternatives Considered	Since the product I'm involved is primarily hosted on AWS we use CloudFormation but in some other products where we have hybrid cloud deployments we prefer Terraform which is opensource. Incentivized Verified User Anonymous Read full review	No answers on this topic
Return on Investment	+ We can standup a VPC in minutes - It took a lot of inital time to set up + With logging/rollback, made testing much easier. Incentivized Verified User Anonymous Read full review	No answers on this topic
ScreenShots	AWS CloudFormation Screenshots