Building a budget PC for Deep Learning 2020
Source: Deep Learning on Medium Building a budget PC for Deep Learning 2020The fact is building your own PC is 10x cheaper than using an AWS on the longer run. But what are the requirements for the…
Choosing the Best GPU for Deep Learning in 2020
State-of-the-art (SOTA) deep learning models have massive memory footprints. Many GPUs don't have enough VRAM to train them. In this post, we determine which GPUs can train state-of-the-art networks without throwing memory errors. We also benchmark each GPU's training performance. TLDR: The following GPUs can train all SOTA language and image models as of February 2020: * RTX 8000: 48 GB VRAM, ~$5,500. * RTX 6000: 24 GB VRAM, ~$4,000. * Titan RTX: 24 GB VRAM, ~$2,500. The following GPUs ca
How to build the perfect Deep Learning Computer and save thousands of dollars
Updated 7/15/2019. Picking the right parts for the Deep Learning Computer is not trivial, here’s the complete parts list for a Deep Learning Computer with detailed instructions and build video.
Building Your Own Deep Learning Computer And Saving Money on Cloud Services
After struggling with Microsoft Azure’s GPU VM’s for a few years, and hearing that Amazon’s AWS is not much better, I decided it’s time to have my own local deep learning machine. One of my main…