Re:2080 Ti TensorFlow GPU Benchmarks
by glenrivard on Thursday October 11, 2018 @08:38PM
(#18198215)
Really can't do a directly comparison but we can look at cost doing a similar task.
DAWNBench does benchmarks.
"At the time DAWNBench contest closed on April 2018, the lowest training cost by non-TPU processors was $72.40 (for training ResNet-50 at 93% accuracy with ImageNet using spot instance). With Cloud TPU v2 pre-emptible pricing, you can finish the same training at $12.87. It's less than 1/5th of non-TPU cost. "
DAWNBench does benchmarks.
"At the time DAWNBench contest closed on April 2018, the lowest training cost by non-TPU processors was $72.40 (for training ResNet-50 at 93% accuracy with ImageNet using spot instance). With Cloud TPU v2 pre-emptible pricing, you can finish the same training at $12.87. It's less than 1/5th of non-TPU cost. "
Here is a link to DAWNBench.
https://dawn.cs.stanford.edu/benchmark/