OpenSource OpenCL Prediction Application

Discussion created by hrgiger on Feb 13, 2015
Latest reply on Feb 23, 2015 by jtrudeau

Hello All,

While I was studying Andrew NG machine learning course I have implemented a prediction application.


buraksarac/NeuralNetwork · GitHub


It has support for multithread and takes lots of parameter. Since I have sapphire toxic r9 280x I have also implemented OpenCL version here:


Most of code I have copied from AMD examples and created kernel source from multithreaded version of application. I wouldnt say perfectly coded as its my one of first C application but works faster than CPU version for small datasets (i.e. input has 400 column and 5000 row)  I will be glad if you can share your feedback so I can improve things there. I have commited some validation exception handling future scaling support for CPU version but first I wanted to see your comments if its worth it to give support OpenCL version.


Thank you