Machine Learning, Programming, Ml System Design, Data Science, Artificial Intelligence.
pipeline’s final output is the predictions served directly to the user. The infrastructure The training pipeline requires more powerful machines with as many GPUs as possible. Why? During training, you batch your data and have to hold in memory all the gradients required for the optimization steps.