The Lambda
Deep Learning Blog

Published on October 12, 2018 by Stephen Balaban

We open sourced the benchmarking code we use at Lambda Labs so that anybody can reproduce the benchmarks that we publish or run their own. We encourage people ...

Published on October 8, 2018 by Stephen Balaban

At Lambda, we're often asked "what's the best GPU for deep learning?" In this post and accompanying white paper, we evaluate the NVIDIA RTX 2080 Ti, RTX 2080, ...

Published on October 7, 2018 by Chuan Li

SegNet. Image source: https://mi.eng.cam.ac.uk/projects/segnet/ The problem Image segmentation is the problem of assigning each pixel in an image a class ...

Published on September 26, 2018 by Chuan Li

Hyper-parameter search: Grid v.s. Random. Image source: [Bergstra and Bengio 2012] In order to improve the performance of a neural network, it is often ...

Published on September 21, 2018 by Chuan Li

Images from Stanford Dogs Dataset: http://vision.stanford.edu/aditya86/ImageNetDogs/ Our last tutorial described how to do basic image classification with ...

Published on September 13, 2018 by Chuan Li

T-SNE embedding of CIFAR10. Image source: http://cs231n.github.io/classification/ Welcome to our Beginner's Demo! We will walk you through the steps of ...