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    MlFlow

     Info
    Free Trial
    AWS Free Tier
    This product has charges associated with it for seller support. MLflow is an open-source platform for managing the machine learning lifecycle, including experimentation, reproducibility, and deployment.

    Overview

    MlFlow on Debian 12 with maintenance support by ATH. This is a repackaged open-source software product wherein additional charges apply for support. MLflow is a powerful open-source tool that helps data scientists and engineers manage the machine learning lifecycle, from experimentation to deployment. It provides components for tracking experiments, packaging code, and deploying models. MLflow supports multiple frameworks and libraries, making it highly versatile for managing end-to-end machine learning workflows. With features like model versioning, centralized logging, and collaboration tools, MLflow accelerates the development and operationalization of machine learning models. It supports integration with popular tools such as TensorFlow, PyTorch, and scikit-learn, as well as with cloud storage and databases for scalable artifact storage and metadata tracking.

    Highlights

    • Track and organize machine learning experiments.
    • Store and manage models with version control.
    • Supports integration with multiple machine learning frameworks.

    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 (m4.large) in the US East (N. Virginia) Region. View pricing details

    $0.18/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

    Free trial

    Try this product at no cost for 5 days according to the free trial terms set by the vendor. Usage-based pricing is in effect for usage beyond the free trial terms. Your free trial gets automatically converted to a paid subscription when the trial ends, but may be canceled any time before that.
    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 (21)

     Info
    Instance type
    Product cost/hour
    EC2 cost/hour
    Total/hour
    t2.micro
    AWS Free Tier
    $0.01
    $0.012
    $0.022
    t2.small
    $0.08
    $0.023
    $0.103
    t2.medium
    $0.08
    $0.046
    $0.126
    t2.large
    $0.08
    $0.093
    $0.173
    t2.xlarge
    $0.08
    $0.186
    $0.266
    t2.2xlarge
    $0.08
    $0.371
    $0.451
    t3.nano
    $0.08
    $0.005
    $0.085
    t3.micro
    AWS Free Tier
    $0.08
    $0.01
    $0.09
    t3.small
    $0.08
    $0.021
    $0.101
    t3.medium
    $0.08
    $0.042
    $0.122

    Additional AWS infrastructure costs

    Type
    Cost
    EBS General Purpose SSD (gp3) volumes
    $0.08/per GB/month of provisioned storage

    Vendor refund policy

    No Refund

    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.

    Version release notes

    Try one unit of this product for 5 days. There will be no software charges for that unit, but AWS infrastructure charges still apply. Free Trials will automatically convert to a paid subscription upon expiration and you will be charged for additional usage above the free units provided.

    Additional details

    Usage instructions

    Launch the product using the AWS 1-Click launch method. Connect to EC2 Linux instance using username "admin" Port 22 Once the instance is running, run following commands: sudo su sudo apt update Then run the following command to check the version: mlflow --version

    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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