Pipelining data processing and host-to-device data transfer
The purpose of this post is to show how to use multi-threading to parallelize data processing with data transfer from pageable to page-locked memory. I […]
Python
Efficiently Computing the Fisher Vector Product in TRPO
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 […]
Building a 2 Layer Network to Classify a Spiral Dataset using Matlab and CNTK
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 […]
Calculating the Derivative of the Error with respect to Convolution Filter Weights in a CNN
Over the last month, I have been exploring the world of deep learning. Deep learning based algorithms have been around for a long time, but […]