Workflows Concepts Beta

Workflows automate machine learning tasks, combining GPU instances with an expressive syntax to generate production-ready machine learning pipelines with a few lines of code.

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Workflows Glossary

This glossary defines the core concepts behind Paperspace Workflows.

Environment Variables

Environment variables are one way to pass information to and from Workflows, and between the jobs within them.

Understanding Inputs & Outputs

The steps in a Gradient Workflow can communicate with other steps using inputs and outputs, which can be datasets, volumes, or strings.

Using YAML for Data Science

Examples of YAML syntax used in Gradient Workflows.