One benefit of using cloud GPUs is the ability to train multiple models simultaneously. This is difficult to do with your own hardware at a reasonable cost, especially since a large portion of your time will be spent on hyperparameter tuning.<p>While you&#x27;re getting started with your own hardware I&#x27;d love it if you could share any feedback on something we&#x27;ve been building[0] as far as cloud training goes. It&#x27;s currently in free public beta and works directly with TensorFlow models so there&#x27;s no lock-in.<p>[0] <a href="https:&#x2F;&#x2F;fomoro.com" rel="nofollow">https:&#x2F;&#x2F;fomoro.com</a> (jim at fomoro.com)