Overview
This is a repackaged open-source software product wherein additional charges apply for technical support and maintenance by Apps4Rent.
Embark on an enriching experience with Optuna on Linux Operating Systems re-packaged by Apps4Rent for AI/ML usage on the AWS Marketplace. This powerful combination leverages the capabilities of Optuna, a leading library for hyperparameter optimization, with the reliability of Linux Operating Systems. Prepare to elevate your machine learning projects, overcome computational barriers, and explore the full potential of hyperparameter tuning in the realm of AI and ML. Construct your AI empire on the robust foundation of Linux Operating Systems, providing a familiar, stable, and secure environment optimized for developing and deploying advanced machine learning models. Uncover the streamlined access and deployment of Apps4Rent's server featuring Optuna on the AWS Marketplace. Initiate your machine learning journey swiftly, without grappling with intricate configurations or installation challenges. Tailor your resources to meet your evolving needs effortlessly, leveraging the flexible nature of AWS to scale your server configuration seamlessly.
Disclaimer: The respective trademarks mentioned in the offering are owned by the respective companies. We do not provide the commercial license of any of these products. Many of the products have a free, demo, or Open-Source license as applicable. Image may take up to 5-7 minutes for the initial launch.
Highlights
- Optuna, a robust hyperparameter optimization library, is pre-packaged to streamline and enhance the efficiency of your machine learning projects on Linux Operating Systems.
- Construct your AI empire on the stable foundation of Linux Operating Systems, tailored for scalability. Seamlessly deploy advanced machine learning models on the AWS Marketplace, adapting resources to evolving project needs.
- Experience a swift initiation of your machine learning journey with Optuna. Benefit from Apps4Rent's streamlined access, allowing you to deploy the Optuna server on AWS Marketplace without the hassle of intricate configurations.
Details
Typical total price
$0.146/hour
Features and programs
Financing for AWS Marketplace purchases
Pricing
Instance type | Product cost/hour | EC2 cost/hour | Total/hour |
|---|---|---|---|
t1.micro | $0.10 | $0.02 | $0.12 |
t2.nano | $0.10 | $0.006 | $0.106 |
t2.micro AWS Free Tier | $0.10 | $0.012 | $0.112 |
t2.small | $0.10 | $0.023 | $0.123 |
t2.medium Recommended | $0.10 | $0.046 | $0.146 |
t2.large | $0.10 | $0.093 | $0.193 |
t3.nano | $0.10 | $0.005 | $0.105 |
t3.micro AWS Free Tier | $0.10 | $0.01 | $0.11 |
t3.small | $0.10 | $0.021 | $0.121 |
t3.medium | $0.10 | $0.042 | $0.142 |
Additional AWS infrastructure costs
Type | Cost |
|---|---|
EBS General Purpose SSD (gp3) volumes | $0.08/per GB/month of provisioned storage |
Vendor refund policy
Apps4Rent does not offer commercial licenses of any of the products mentioned above. The products come with open source licenses.
Legal
Vendor terms and conditions
Content disclaimer
Delivery details
64-bit (x86) Amazon Machine Image (AMI)
Amazon Machine Image (AMI)
An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
Version release notes
Additional details
Usage instructions
Connect to your Linux instance via port no. 22 using SSH. Please refer this article: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AccessingInstancesLinux.html Sign-in credentials: Username: ec2-user
This software does not store any sensitive customer information. This software does not require any type of data encryption configuration. programmatic system credentials and cryptographic keys are not required for this product.
Dependencies version check: Python3: python3 --version 3.9.16 Pip3: pip3 --version (21.3.1)
To verify installations of Optuna: pip show optuna Optuna: 3.5.0 Additional Compatible Libraries: Numpy: 1.26.4 Pandas: 2.2.0
*Below are the minimum external resources subscriber needs to have to use this product: i)An Internet Connection is required for this product to function as expected. ii)We recommend keeping your crucial data in a custom made encrypted EBS to save from termination in future.
Support
Vendor support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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