How to Distribute Deep Learning Model Training?

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

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

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