### Understanding Roofline Charts

The purpose of this post is to discuss my current understanding of roofline charts. Let me lay some background first. Before I got into machine […]

The purpose of this post is to discuss my current understanding of roofline charts. Let me lay some background first. Before I got into machine […]

The purpose of this post is to provide math proofs and clarify some implementation details in the recently introduced reinforcement learning method called “Trust Region […]

You may have noticed that weights for convolutional and fully connected layers in a deep neural network (DNN) are initialized in a specific way. For […]

In this post, I’ll describe some experiments on word2vec, a technique invented by researchers at Google that aims to find compact vector representations for words […]

In this post, I’ll show how to modify the spiral data set example presented in Karpathy’s post (http://cs231n.github.io/neural-networks-case-study/) to run in a data parallel mode. […]

The purpose of this post is to provide some additional insights and Matlab and CNTK implementations for the two layer network used to classify a […]

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