Deep Learning AMI (Windows 2016)
Amazon Web Services | 2023.09.13Windows, Windows Server 2016 Base 10 - 64-bit Amazon Machine Image (AMI)
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AWS Deep Learning AMI
What do you like best about the product?
The most helpful part in AWS AMI Deep learning capability enhances developers' ability to accelerate deep learning in the cloud. With features and capabilities like TensorFlow and Gluon, we can integrate deep learning frameworks within AWS EC2 instances.
What do you dislike about the product?
Dislike the fact that I wish there were more frameworks and tools embedded within the AWS Deep learning AMI. There can be more frameworks and interfaces added so more usage and custom AI models and complex algorithms can be trained and learn new skills.
What problems is the product solving and how is that benefiting you?
The software is helping us benefit by gaining custom AI models based on learning algorithms and new techniques to enable our systems to behave in specific ways after repeatedly consistent actions. We can scale our cloud infrastructure with a new AMI that learns and applies valuable insights and skills in the system.
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It's very easy, preconfigured deep learning AMI for diversified set of users
What do you like best about the product?
Easy, simple, very fast to setup the environment ready for development
What do you dislike about the product?
Nothing as such, the features are robust and easy to understand
What problems is the product solving and how is that benefiting you?
Frequently and commonly used packages like Python,Tensorflow are preinstalled so ready for development .
The AMI comes with optimized processing
What do you like best about the product?
The AMI comes with optimized processing makes it easy to configure and use it for deep learning. Performance is really good and I really recommend every one to use it for deep learning.
What do you dislike about the product?
Cost is little on a higher side but for this speed and optimization it totally worths it.
What problems is the product solving and how is that benefiting you?
It makes it pretty easy to deploy VMS for deep learning with optimal performance and cpu utilisation.
AWS Deep learning AMIs
What do you like best about the product?
AWS Deep learning AMIs are best to handle deep leaning models and provides high speed execution of the models with the help of EC2 instance.Plus it provides a very secure environment
What do you dislike about the product?
One of the drawback of using AWS AMi is AWS pricing.As we try to run heavy deep learning models we have to opt for better machines with lot of vcpus and memory which incurs a lot of cost
What problems is the product solving and how is that benefiting you?
AWS AMi provides a managed service for running our deep learning models without thinking much about the infra cost.We can easily do our scale testing with as much compute we need
It's a very friendly solution
What do you like best about the product?
Everything is preconfigured and I don't have to install anything that my libraries and write my own code.
What do you dislike about the product?
It's basically a VM ready to use, for that scenarios I prefer to use serverless services and products.
What problems is the product solving and how is that benefiting you?
The problem should be defined by you, Deep Learning is not AutoML or something like that, Is a preconfigured VM with GPU enabled and ready to be used.
Great solution for learning and using deep learning in AWS
What do you like best about the product?
It's quick and pretty easy to spin up a deep learning AMI for all types of uses. In my case it helped me get right into playing with DL without having to get through environment blocks and others like it.
What do you dislike about the product?
Nothing yet as I'm still learning the infrastructure.
What problems is the product solving and how is that benefiting you?
I've been able to use pytorch and python packages to get started quickly. Saving time on setup lets me get started on the real work I want to learn and develop as I progress.
I love AWS!
What do you like best about the product?
Everything. I love AWS products. Thay is why I am AWS certified as a Cloud Practitioner
What do you dislike about the product?
I don't have any issues with AWS Deep Learning AMIs.
What problems is the product solving and how is that benefiting you?
Training on AWS Cloud products. It allowed me to become certified.
NOT Happy with this AMI >>> import tensorflow RuntimeError
>>> import tensorflow
RuntimeError: module compiled against API version 0xc but this version of numpy is 0xb
ImportError: numpy.core.multiarray failed to import
ImportError: numpy.core.umath failed to import
ImportError: numpy.core.umath failed to import
2019-07-04 16:13:40.172545: F tensorflow/python/lib/core/bfloat16.cc:675] Check failed: PyBfloat16_Type.tp_base != nullptr
(tensorflow) C:\Users\Administrator>
used p2.16xlarge
Very good Machine image for Deep Learning enthusiast
What do you like best about the product?
It is a very quick way to get an environement ready for deep learning or machine learning models for all type of scales.You can get eras,pytorch or tensor flow all setup with environment ready to code on any aws instance such as ec2 which really saves time of setting up an instance.Also if you are using it for temporary purpose and want easy and quick setup for DL then AWS deep learning ami is really very good.It has various variants as per your requirement with different pricing tiers.
What do you dislike about the product?
No its all good about aws deep learning Ami's.Good quality and full of required packages.
What problems is the product solving and how is that benefiting you?
I have used aws Deep learning ami for one of my ec2 instance which I used to develop and train deep learning model on cloud.I didn't even spend 5 mins getting everything up and starting to work on the model due to this ami as it had everything preinstalled on it.I am really looking forward to use this in near future again.
Recommendations to others considering the product:
I really recommend using aws deep learning ami's to all the Machine learning and Deep learning experts wanting to do an easy and faster setup on cloud with all their necessities installed on any of their instance on aws cloud.I really liked it too much and will be surely using it in near future for my DL related works.
Best AMI software
What do you like best about the product?
This is a great virtual appliance that helps communicate between software's
What do you dislike about the product?
It's a bit high tech when it comes to the user ability. You should have experience with similar software.
What problems is the product solving and how is that benefiting you?
When using AMI it allowed us to communicate between software internally much faster.
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