Hi, friends. 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 :)
Benchmarking post: https://l7.curtisnorthcutt.com/benchmarking-gpus-for-deep-le...
Positioning (speed-up) post: https://l7.curtisnorthcutt.com/gpu-positioning
GitHub with Benchmarks: https://github.com/cgnorthcutt/cnn-gpu-benchmarks