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    Optuna on Debian12 with maintenance support by Apps4Rent.

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    AWS Free Tier
    This product has charges associated with it for technical support and maintenance provided by Apps4Rent. The usage charges are USD 0.1/hour.
    Listing Thumbnail

    Optuna on Debian12 with maintenance support by Apps4Rent.

     Info

    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

    Delivery method

    Delivery option
    64-bit (x86) Amazon Machine Image (AMI)

    Latest version

    Operating system
    Debian 12

    Typical total price

    This estimate is based on use of the seller's recommended configuration (t2.medium) in the US East (N. Virginia) Region. View pricing details

    $0.146/hour

    Features and programs

    Financing for AWS Marketplace purchases

    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Pricing

    Optuna on Debian12 with maintenance support by Apps4Rent.

     Info
    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (80)

     Info
    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

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

     Info

    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.

    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: admin

    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 3.11.2 Pip3: pip --version (23.0.1)

    Command to enter python enviroment: source myenv/bin/activate To verify installations of Optuna: pip show optuna Optuna: 3.5.0 Additional Compatibel Libraries: Numpy: 1.26.4 Pandas: 2.2.0 Command to exit python enviroment: deactivate

    *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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