[R] Simple trick to double deep learning speed + CNN and GPU Benchmarks
![[R] Simple trick to double deep learning speed + CNN and GPU Benchmarks](https://b.thumbs.redditmedia.com/-saZHSHb43Gw7yTxkcwLyh-VuUby4YK8A4lk0awI-jA.jpg "[R] Simple trick to double deep learning speed + CNN and GPU Benchmarks") |
With NeurIPS behind us and ICML ahead, maybe you want to do some deep learning. Inspired by Justin Johnson’s original work benchmarking the older GTX GPUs, I extended this work to the new RTX GPUs with benchmarks for most ResNet architectures on ImageNet and CIFAR. Along the way, I discovered a dramatic difference in performance based on how you position your GPUs. Enjoy, and please comment if you have questions or feedback 🙂
The 4-gpu deep learning workstation used for these benchmarks. submitted by /u/cgnorthcutt |
