You should look at GPU memory bandwidth for a proxy for performance when training DNNs. The P100 is about 40% faster than a 1080Ti. The V100 is only about 75% f

You should look at GPU memory bandwidth for a proxy for performance when training DNNs. The P100 is about 40% faster than a 1080Ti. The V100 is only about 75% faster than a 1080Ti. Based on this, i expect these commodity GPU servers (with 10 1080Ti cards) that cost 1/10th of the DGX-1 will be huge: https://www.servethehome.com/deeplearning11-10x-nvidia-gtx-1080-ti-single-root-deep-learning-server-part-1/ https://www.servethehome.com/deeplearning11-10x-nvidia-gtx-1...