Yes, they are great! The RTX 2080 Ti rivals the Titan V for performance with TensorFlow. The RTX 2080 seems to perform as well as the GTX 1080 Ti (although the RTX 2080 only has 8GB of memory).
Probably the most impressive new feature of the new NVIDIA RTX cards is their astounding Ray-Tracing performance. However, these are excellent cards for GPU accelerated computing. They are very well suited for Machine Learning workloads and having “Tensorcores” is nice.
I have just finished some quick testing using TensorFlow 1.10 built against CUDA 10.0 running on Ubuntu 18.04 with the NVIDIA 410.48 driver. These are preliminary results after spending only a few hours with the new RTX 2080 Ti and RTX 2080. I’ll be doing more testing in the coming weeks.
I’m not going to go over details of the new RTX cards, there are already plenty of posts on-line that cover that. I will
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