cnvrg.io logo

cnvrg.io

cnvrg.io logo
cnvrg.io logo

cnvrg.io

By cnvrg.io

Certified enterprise ready

Operating System for Machine Learning & AI providing an end-to-end machine learning platform to build and deploy AI models at scale

Software version

3.0.0

Runs on

OpenShift 4.3

Type

Operator

Rating

1 review

cnvrg.io is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers flexibility to run on-premise or cloud. With Model-management, MLOps and continual machine learning solutions, cnvrg.io brings top of the line technology to data science teams so they can spend less time on DevOps and focus on the real magic - algorithms.

Machine Learning Pipelines

Compose a pipeline from datasets through data preparation to many training models running in parallel, with the best performing model picked for deployment. Models in deployments are monitored and can trigger a rerun of the pipeline. Each task in the pipeline can run on different resource (GPU or CPU) and in different Kubernetes cluster (on-prem or cloud).

AI Library

Onboard your company chosen models and share across researches, data scientists, DevOps and MLOps engineers. The models are ready to run and attach to any pipeline with a single click. Any AI library model can be tuned based on hyper parameters.

Compute Templates

Onboard machines (GPUs and CPUs) and cloud instances, and create 'slices' of compute - compute templates (such as 2x V100, or 8 CPU cores) to use across the teams. Attach compute template of your choice to any trained model, accomplishing multiple experiments running in parallel, utilizing the resources in the most optimized way.

Dataset Hub

Central location for all the organization datasets, creating queried sub datasets, versions and assigned sharing permissions.

Pricing summary

Plans starting at

View all pricing options

Full deployment capabilities

Connect any resource on prem or cloud

Unlimited & non-stop containers

Run +3000 jobs/yr

Launch 100s of experiments

24/7 customer service

Additional resources

Want more product information? Explore detailed information about using this product and where to find additional help.

Reviews

Read what others are saying about this product in our review section.

  • UE

    User in Entertainment

    Review source: Organic
    Review source: Organic
    (0)Jul 28, 2020

    "cnvrg.io at Playtika"

    What do you like best?

    At Playtika we've spent the past two years using cnvrg.io to speed up our ML pipeline from research to production. cnvrg.io is not only an experiment platform which we've integrated with the rest of our AI ecosystem (feature store, model triggering etc.) we've built our whole deployment pipeline, model performance monitoring and gained the ability to run different types of models (RL, CNN, Supervised Learning etc.). cnvrg.io has turned into our AI OS. Lastly, cnvrg has always spent the time and became a true design partner and helped workaround our challenges.

    What do you dislike?

    Like many startups cnvrg is still building their feature set and therefore are sometime missing some features that we'd like to you. However, on the positive side, they react fast for their customer needs and add these features quickly

    What problems are you solving with the product? What benefits have you realized?

    At Playtika we've spent the past two years using cnvrg.io to speed up our ML pipeline from research to production. cnvrg.io is not only an experiment platform which we've integrated with the rest of our AI ecosystem (feature store, model triggering etc.) we've built our whole deployment pipeline, model performance monitoring and gained the ability to run different types of models (RL, CNN, Supervised Learning etc.). cnvrg.io has turned into our AI OS. Lastly, cnvrg has always spent the time and became a true design partner and helped workaround our challenges.