Training Deep Learning Models on AWS

This guide teaches you how to request a large Amazon Web Services (AWS) EC2 instance, transfer data, track budget, monitor training.

Multiple parts, read whichever part you need! Budget tracking is first on the list because… well, you know the memes.

1. Expense Tracking
2. Cheap Data Transfer
3. Instance Allocation
4. Monitor Training

References

• https://linuxize.com/post/getting-started-with-tmux/
• https://anthony-sarkis.medium.com/tensorboard-quick-start-in-5-minutes-e3ec69f673af
• https://stackoverflow.com/questions/40370467/anaconda-not-found-in-zsh