How to Distribute Deep Learning Model Training?
A quick refresher into distributed training using tf.distribute.strategy
6 min readOct 13, 2021
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.