https://www.assemblyai.com/blog/how-to-train-large-deep-learning-models-as-a-startup/
How to Train Large Deep Learning Models as a Startup
Dylan Fox
Oct 7, 2021
Training large deep learning models is expensive and slow. Yet, startups are all about iterating fast. In this post, we share the lessons we’ve learned over the past few years.
“But when you’re a deep learning company, and your models take weeks to train, your iteration speed as a startup is significantly hindered…. we’ve learned a few lessons about training large models, and wanted to share them with the community.”