deep learning
The speed difference of CPU and GPU can be significant in deep learning. But how much? Let’s do a test. The computer: The computer I use is a Amazon AWS instance g2.2xlarge (https://aws.amazon.com/ec2/instance-types/). The cost is $0.65/hour, o
In this class project, I built a network to classify images in the CIFAR-10 dataset. This dataset is freely available. The dataset contains 60K color images (32×32 pixel) in 10 classes, with 6K images per class. Here are the classes in the datas
I am taking Udacity’s deep learning class at https://www.udacity.com/course/deep-learning-nanodegree-foundation–nd101 I have done the first project, creating a neural network with 1 hidden layer (so not deep enough :)) to predict bike demands for a b
In the past months, I am shocked by the progress of artificial intelligence (mostly implemented by d
