TL;DR The RTX 2080 Ti’s single-precision (FP32) training of CNNs with TensorFlow is between 27% and 45% faster than the 1080 Ti for measured networks. The RTX

TL;DR The RTX 2080 Ti’s single-precision (FP32) training of CNNs with TensorFlow is between 27% and 45% faster than the 1080 Ti for measured networks. The RTX 2080 Ti’s half-precision (FP16) training of CNNs with TensorFlow is between 60% and 65% faster than the 1080 Ti for measured networks. If you do FP16 training, the RTX 2080 Ti is probably worth the extra money. If you don't, then you'll need to consider whether a 71% increase in cost is worth an average of 36% increase in performance.