# 1080 Ti vs Titan V vs V100 GPU Benchmarks

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](mailto:s@lambdal.com), Chuan Li [c@lambdal.com](mailto:c@lambdal.com), Steven Clarkson [sc@lambdal.com](mailto: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](https://lambdal.com/products/quad)  
- CPU: 1x i7-6850k  
- GPU: 4x [Titan V GPU](https://lambdal.com/products/quad), 4x 1080Ti

## Inception v3 (Synthetic Data)

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

## VGG19 (Synthetic Data)

```
                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**.