Arxiv Papers

Why Warmup the Learning Rate? Underlying Mechanisms and Improvements


Listen Later



The paper explores the benefits of warmup in deep learning, showing how it improves performance by allowing networks to handle larger learning rates and suggesting alternative initialization methods.


https://arxiv.org/abs//2406.09405


YouTube: https://www.youtube.com/@ArxivPapers


TikTok: https://www.tiktok.com/@arxiv_papers


Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016


Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers


...more
View all episodesView all episodes
Download on the App Store

Arxiv PapersBy Igor Melnyk

  • 5
  • 5
  • 5
  • 5
  • 5

5

3 ratings


More shows like Arxiv Papers

View all
Exchanges by Goldman Sachs

Exchanges

955 Listeners

Odd Lots by Bloomberg

Odd Lots

1,933 Listeners

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

437 Listeners

The Daily by The New York Times

The Daily

112,032 Listeners

All-In with Chamath, Jason, Sacks & Friedberg by All-In Podcast, LLC

All-In with Chamath, Jason, Sacks & Friedberg

9,955 Listeners

Hard Fork by The New York Times

Hard Fork

5,506 Listeners

UnHerd with Freddie Sayers by UnHerd

UnHerd with Freddie Sayers

212 Listeners

Unsupervised Learning with Jacob Effron by by Redpoint Ventures

Unsupervised Learning with Jacob Effron

49 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

91 Listeners

BG2Pod with Brad Gerstner and Bill Gurley by BG2Pod

BG2Pod with Brad Gerstner and Bill Gurley

472 Listeners