---
title: "Early Stopping Specification"
sub_link: "helpers/early-stopping"
code_link: "https://github.com/polyaxon/cli/blob/master/cli/polyaxon/_flow/early_stopping/policies.py"
meta_title: "Early Stopping  - Polyaxon Automation Specification"
meta_description: "Polyaxon provides several ways to optimize your pipelines,
speeds up your hyperparameter tuning, and early terminate workflows and underperforming runs."
visibility: public
status: published
tags:
  - specification
  - api
  - polyaxon
  - yaml
  - json
  - optimization
sidebar: "automation"
---

Polyaxon provides several ways to optimize your pipelines,
speeds up your hyperparameter tuning, and early terminate workflows and underperforming runs.

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