1080 Ti vs Titan V vs V100 GPU Benchmarks

Technical Help
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1080 Ti vs Titan V vs V100

Here are the benchmarks comparing the GTX 1080 Ti to the new Titan V (Volta Architecture). Note that the V100 is the same chip as the Titan V so it would perform almost exactly the same.

Contributors:
Stephen Balaban s@lambdal.com, Chuan Li c@lambdal.com, Steven Clarkson sc@lambdal.com

System Software:
OS: Ubuntu 16.04
Framework(s): Tensorflow 1.4.1, CUDA 9, cuDNN 7

System Hardware:
Lambda Quad Deep Learning Workstation
CPU: 1x i7-6850k
GPU: 4x Titan V GPU, 4x 1080Ti

Inception v3 (Synthetic Data)

24 PM
24 PM1206×750 30.3 KB

                  Inceptionv3 (Synthetic Data) in (Images / Sec)
1080              85
1080Ti	          136
Titan V	          190

VGG19 (Synthetic Data)

07 PM
07 PM1216×752 33.1 KB

                  VGG19 (Synthetic Data) in (Images / Sec)
1080               63
1080Ti	          107
Titan V	          147

Essentially between 37% to 40% more throughput on the Titan V compared with the 1080Ti.