Overview

With Gradient Enterprise, you can transform raw infrastructure into a complete Machine Learning platform on your own private cloud cluster(s). Install Gradient on the infrastructure of your choice to schedule Gradient resources within your cloud environment or on-premise hardware.

Key platform capabilities include:

• Training & Inference

• Full model lifecycle management

• Supports any data source

• Chip agnostic: CPU, GPU, and other AI chips

• Native Kubernetes support

• On-premise or cloud

• Virtual or bare metal infrastructure

• True multi-cloud: Leverage multiple environments under a single account

You can read more about Gradient multi-cloud capabilities here.

Gradient VPC vs Gradient Node

Gradient VPC is an end-to-end Kubernetes native Machine Learning platform offering full infrastructure automation with multi-node capability and the entire Gradient software toolkit. Gradient Node is a simplified version that runs on a single compute instance (node). It offers a limited subset of the full Gradient platform.