Plan Features

 
 
Developers
Teams
Enterprise
Infrastructure Orchestration
Run execution
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Execute training runs utilizing git-integrated cloud compute in your local CLI

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Resources & data management
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Manage datasets, model artifacts, and other resources, and integrate your own cloud accounts within our Spell filesystem

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Workflow & pipeline automation
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Define and schedule end-to-end processes from training to deployment for automation and reproducibility

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Jupyter workspaces
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Create hosted Jupyer environments in the cloud, accessible from anywhere

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Hyperparameter searches
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Leverage grid, random, and bayesian hyperparameter searches and visualize your results

supported for teams accounts
supported for enterprise accounts
Distributed training
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Distribute DL training loads with our native Horovod integration

supported for teams accounts
supported for enterprise accounts
 
 
Developers
Teams
Enterprise
Experiment management
Metrics comparison and visualization
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Compare and visualize training, hardware, and other custom metrics and metadata within our web console

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Custom metrics and hyperparameter tracking
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Utilize our CLI tools and Python API to customize logging and tracking

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Project and teams collaboration
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Invite team members and organize team projects within your private organization account

supported for teams accounts
supported for enterprise accounts
 
 
Developers
Teams
Enterprise
Model Serving
Model registry
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Create models from best performing training runs and record their artifacts to prepare for deployment

supported for teams accounts
supported for enterprise accounts
Kubernetes-backed model serving
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Serve single or multiple trained models in real-time or batch, backed by a managed Kubernetes service for maximum scalability and robustness

supported for teams accounts
supported for enterprise accounts
Model versioning, lineage and reproducibility
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Track end-to-end lineage and metadata from dataset to deployed server, and reproduce any model backed by Spell runs as needed

supported for teams accounts
supported for enterprise accounts
 
 
Developers
Teams
Enterprise
Governance, Management, And Security
Single Sign On
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Make use of existing Google accounts for authentication and other necessary security features for your organization (e.g. multi-factor authentication)

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Role-based access control
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Control data access and user privileges for your organization from our web dashboard

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Customer managed VPC
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Configure Spell around an existing cloud provider account, backed entirely by your own VPC and compute instances

supported for teams accounts
supported for enterprise accounts
Custom authentication integration
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Integrate your existing enterprise authentication system with Spell's services (e.g. LDAP, Active Directory)

supported for enterprise accounts
Custom data control & management
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Integrate your existing private storage volumes (e.g. NFS, HDFS) along with customized data access controls

supported for enterprise accounts
 
 
Developers
Teams
Enterprise
Deployment Options
Spell public cloud
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Use Spell's public cloud GPU clusters for training models

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Customer-managed public cloud (GCP / AWS / Azure)
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Deploy Spell within your own public-cloud backed account, managed within a VPC

supported for teams accounts
supported for enterprise accounts
Fully hosted on-prem
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Host Spell fully on-prem within your own bare-metal, private cloud, or other infrastructural setup

supported for enterprise accounts
 
 
Developers
Teams
Enterprise
Support
Community Slack support
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Join our public Slack channel for questions, comments, and feedback, directly to our Engineering teams

supported for developer accounts
supported for teams accounts
supported for enterprise accounts
Dedicated Slack channel
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Use a private Slack channel for your organization for dedicated issue support

supported for teams accounts
supported for enterprise accounts
Enterprise SLA
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Obtain white glove service backed by our enterprise level SLA

supported for teams accounts
supported for enterprise accounts
Professional services & ML advisory
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Hire our experienced ML solutions engineers for various deep learning advisory services

supported for enterprise accounts