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Simple trick to double deep learning speed and CNN and GPU Benchmarks
- cgn 7y agoHi, 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-learning https://l7.curtisnorthcutt.com/benchmarking-gpus-for-deep-le... Positioning (speed-up) post: https://l7.curtisnorthcutt.com/gpu-positioning https://l7.curtisnorthcutt.com/gpu-positioning GitHub with Benchmarks: https://github.com/cgnorthcutt/cnn-gpu-benchmarks https://github.com/cgnorthcutt/cnn-gpu-benchmarks