Summary

In this chapter, you learned that the data pipeline is an important piece of the model-building process. Thus, an efficient data pipeline is essential to keep the training process running without interruptions. Besides optimizing data transfer to the GPU through memory pining, you have learned how to enable and configure a multi-worker data pipeline.

In the next chapter, you will learn how to reduce model complexity to speed up the training process without penalizing model quality.