EPISODE · May 13, 2017 · 9 MIN
How to Train Your Models in the Cloud
from Siraj Raval
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-style-transfer Please Subscribe! And like. And comment. That's what keeps me going. High Budget GPU: Titan XP https://www.amazon.com/NVIDIA-GeForce-Pascal-GDDR5X-900-1G611-2500-000/dp/B01JLKP3IS Medium Budget GPU: https://www.amazon.com/MSI-GAMING-GTX-1060-6G/dp/B01IEKYD5U Small Budget GPU: https://www.amazon.com/dp/B01MF7EQJZ Build a Deep Learning machine: https://medium.com/@ncondo/build-a-deep-learning-rig-for-800-4434e21a424f https://medium.com/towards-data-science/building-your-own-deep-learning-box-47b918aea1eb https://www.oreilly.com/learning/build-a-super-fast-deep-learning-machine-for-under-1000 More learning resources: http://www.infoworld.com/article/3179785/cloud-computing/aws-vs-azure-vs-google-cloud-which-free-tier-is-best.html https://thehftguy.com/2016/06/15/gce-vs-aws-in-2016-why-you-should-never-use-amazon/ https://medium.com/@davidmytton/aws-vs-google-cloud-flexibility-vs-operational-simplicity-dca4324b03d4 https://news.ycombinator.com/item?id=13659914 Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/
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How to Train Your Models in the Cloud
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