How to Distribute Deep Learning Model Training?

A quick refresher into distributed training using tf.distribute.strategy

Renu Khandelwal
6 min readOct 13, 2021

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This post details why you need to distribute the model training, different distribution strategies, and how they work. Finally, how to apply them usingtf.distribute.strategy

Need to distribute the model training

  • Training on a single GPU device takes a longer duration compared to training on multiple GPU devices.

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Renu Khandelwal

A Technology Enthusiast who constantly seeks out new challenges by exploring cutting-edge technologies to make the world a better place!