VOOZH about

URL: https://www.digitalocean.com/community/tutorials/tensorflow-callbacks

⇱ TensorFlow Callbacks-A Comprehensive Guide | DigitalOcean


TensorFlow Callbacks-A Comprehensive Guide

Updated on April 1, 2025
👁 TensorFlow Callbacks-A Comprehensive Guide

Introduction

If you are building deep learning models, you may need to sit for hours (or even days) before you can see any real results. You may need to stop model training to change the learning rate, push training logs to the database for future use, or show the training progress in TensorBoard. We may need to do a lot of work to achieve these basic tasks—that’s where TensorFlow callbacks come into the picture.

Thanks for learning with the DigitalOcean Community. Check out our offerings for compute, storage, networking, and managed databases.

Learn more about our products

About the author(s)

👁 Keshav Aggarwal
Keshav Aggarwal
Author
👁 Shaoni Mukherjee
Shaoni Mukherjee
Editor
AI Technical Writer
See author profile

With a strong background in data science and over six years of experience, I am passionate about creating in-depth content on technologies. Currently focused on AI, machine learning, and GPU computing, working on topics ranging from deep learning frameworks to optimizing GPU-based workloads.

Category:
Tags:

Still looking for an answer?

Was this helpful?

This textbox defaults to using Markdown to format your answer.

You can type !ref in this text area to quickly search our full set of tutorials, documentation & marketplace offerings and insert the link!

👁 Creative Commons
This work is licensed under a Creative Commons Attribution-NonCommercial- ShareAlike 4.0 International License.
  • Join the many businesses that use DigitalOcean’s Gradient AI Agentic Cloud to accelerate growth. Reach out to our team for assistance with GPU Droplets, 1-click LLM models, AI agents, and bare metal GPUs.

Become a contributor for community

Get paid to write technical tutorials and select a tech-focused charity to receive a matching donation.

DigitalOcean Documentation

Full documentation for every DigitalOcean product.

Resources for startups and AI-native businesses

The Wave has everything you need to know about building a business, from raising funding to marketing your product.

Get our newsletter

Stay up to date by signing up for DigitalOcean’s Infrastructure as a Newsletter.

New accounts only. By submitting your email you agree to our Privacy Policy

The developer cloud

Scale up as you grow — whether you're running one virtual machine or ten thousand.

Start building today

From GPU-powered inference and Kubernetes to managed databases and storage, get everything you need to build, scale, and deploy intelligent applications.

© 2026 DigitalOcean, LLC.Sitemap.
Dark mode is coming soon.