Speed up your TensorFlow Training with Mixed Precision on GPUs and TPUs

A Simple Step-by-Step Guide

Sascha Kirch
Towards Data Science
3 min readJan 9, 2022

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by author

In this post, I will show you, how you can speed up your training on a suitable GPU or TPU using mixed precision bit representation. First, I will briefly introduce different floating-point formats. Secondly, I will show you step-by-step how you can implement the significant speed-up yourself…

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