How to Train Your Models in the Cloud

Опубликовано: 06 Октябрь 2024
на канале: Siraj Raval
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3.2k

Let's discuss whether you should train your models locally or in the cloud. I'll go through several dedicated GPU options, then compare three cloud options; AWS, Google Cloud, and FloydHub. I was not endorsed by anyone for this.

Code for this video:
https://github.com/floydhub/fast-styl...

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High Budget GPU: Titan XP https://www.amazon.com/NVIDIA-GeForce...

Medium Budget GPU: https://www.amazon.com/MSI-GAMING-GTX...

Small Budget GPU: https://www.amazon.com/dp/B01MF7EQJZ

Build a Deep Learning machine:
  / build-a-deep-learning-rig-for-800  
  / building-your-own-deep-learning-box  
https://www.oreilly.com/learning/buil...

More learning resources:
http://www.infoworld.com/article/3179...
https://thehftguy.com/2016/06/15/gce-...
  / aws-vs-google-cloud-flexibility-vs-operati...  
https://news.ycombinator.com/item?id=...

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