You can read this recent paper about this subject : https://arxiv.org/abs/1710.03740
Here is another interesting nvidia source of information from nvidia related to tensor cores and mixed precision training: http://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html
And this forum thread:Has anyone tried the new NVIDIA card?
I hope it helps.