May 16, 2022, 3:54 p.m. | Chaim Rand

Towards Data Science - Medium towardsdatascience.com

How to Maximize Data Throughput and Save Money

Photo by Guillaume Jaillet on Unsplash

In previous posts (such as here and here) we discussed different options for streaming data from Amazon S3 into a TensorFlow training session. In this post we revisit the topic of training from S3, this time with an emphasis on PyTorch training.

As in our previous posts, the scenario that we address is one in which our dataset is so large that it either:

  1. cannot …

amazon amazon-s3 deep learning machine learning pytorch s3 training

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