---
title: "Tensorboard"
sub_link: "visualizations"
meta_title: "Visualization in Polyaxon - Experimentation"
meta_description: "Polyaxon comes with a powerful and customizable visualization system for driving visualization in the dashboard or programmatically."
tags:
  - concepts
  - polyaxon
  - experimentation
  - experiments
  - architecture
sidebar: "experimentation"
---

## Overview

Tensorboard is a tool that is used by data scientists to visualize and debug deep learning models. Polyaxon provides several ways for using tensorboard:

 * Tensorboard for a single run
 * Tensorboard for a multi-run
 * Tensorboard based on metric(s) performance or a search

## Single run

![run-dashboards-tensorboard](../../../../content/images/dashboard/runs/dashboards-tensorboard.png)

![run-dashboards-tensorboard-histo](../../../../content/images/dashboard/runs/dashboards-tensorboard-histo.png)

## Comparing runs

![run-dashboards-tensorboard](../../../../content/images/dashboard/comparison/tensorboard.png)

![comparison-tensorboard-compare](../../../../content/images/dashboard/comparison/tensorboard-compare.png)
