Multi-GPU Training on a single GPU System in 3 Minutes

An Advanced Guide for TensorFlow

Sascha Kirch
Towards Data Science
3 min readMay 15, 2023

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Photo by Chris Liverani on Unsplash

I want to share with you a neat little trick on how I test my multi GPU training code on a single GPU.

Motivation

I guess the problem is obvious and you probably experienced it yourself. You want to train a deep learning model and you want to take advantage of…

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🚙 Expert Deep Learning @ Bosch 🤖 Collaborating Researcher @ Volograms 🎓 Lecturer Deep Learning @ UNED ⚡️ IEEE Eta Kappa Nu Nu Alpha