Comparative tables - AI Notebooks, AI Training, AI Deploy

Objective

OVHcloud provides a set of managed tools designed for building your machine learning projects. This guide explains the main differences between our AI tools, commonly called AI Notebooks, AI Training and AI Deploy.

Overview

OVHcloud AI tools work inside our Public Cloud ecosystem. Once logged in to your Public Cloud project, you have access to AI tools including:

  • AI Notebooks
  • AI Training
  • AI Deploy

Each of them is an autonomous tool, billed per minute and with shared elements, such as security tokens, etc.

All AI Tools have access to OVHcloud Object Storage as a central point, allowing you to work with your data securely and easily.

We schematize our AI offers this way:

OVHcloud AI tools

Comparative tables

Product offersAI NotebooksAI TrainingAI Deploy
DescriptionManaged Jupyter or VSCode notebook, linked to compute resources (CPU or GPU) and storage.Automate your trainings, deploy your own Docker container, linked to compute resources (CPU or GPU), and attached storage.Deploy with high-availability your own AI application and models via Docker containers or select one from our catalog
Billing Resourcesper minuteper minuteper minute
AI FeaturesAI NotebooksAI TrainingAI Deploy
Managed Jupyter Notebook with preinstalled librariesX
Managed VSCode Notebook with preinstalled librariesX
Automate Training phases (timeout, grid computing, ...)X
Bring your own Docker image (with notebooks inside, models, etc.) and connect to compute and storage resourcesXX
Deploy your managed applications and models with high-availabilityX
Deploy AI applications from a catalog made with partnersX
ManagementAI NotebooksAI TrainingAI Deploy
Control panelXXX
APIXXX
CLIXXX
ResourcesAI NotebooksAI TrainingAI Deploy
CPU resourcesXXX
CPU flavors availableai1-1-CPUai1-1-CPUai1-1-CPU
GPU resourcesXXX
GPU flavors availableai1-1-GPUai1-1-GPUai1-1-GPU
RAM MemoryXXX
Dask computingX
Cold-patch resources (adjust GPU/CPU, attached storage)X
Local SSD-NVMe storageXXX
Local SSD-NVMe storage sizedepends on selected flavorsdepends on selected flavorsdepends on selected flavors
Ability to attach a remote storage (Object Storage)XXX
Pull Storage Sync (from object storage)XXX
Push Storage sync (to object storage)XX
Maximum runtimeunlimitedunlimitedunlimited
Ability to add a runtime timeout (via CLI)X
SecurityAI NotebooksAI TrainingAI Deploy
ACL via Openstack userXXX
ACL via tokensXXX
Backups and resiliency
Automatic backup
Backup when you stopX
High availabilityX (when replicas > 1)
Auto scalingPlanned
Advanced features and parametersAI NotebooksAI TrainingAI Deploy
LabelsXXX
Start / Stop / ResumeXX
Easily import data from Git/* via UIX
Unchanging endpoint URLX

Feedback

Please feel free to send us your questions, feedback and suggestions to help our team improve the service on the OVHcloud Discord server

If you need training or technical assistance to implement our solutions, contact your sales representative or click on this link to get a quote and ask our Professional Services experts for a custom analysis of your project.

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