CPU Vs GPU for Machine Learning

CPU Vs GPU for Machine Learning

Author Name : Roshni Yadav

ABSTRACT

Machine Learning (ML) is a subject that helps to make a machine improve and give more accurate work and prediction without being programmed repeatedly and all this work depends upon the speed of the computer(system). Mostly GPU is used to gain and increase the computation power of the system. But when it comes to traditional or old method CPU were only used. 

The speed of any algorithm depends upon the computational speed and the algorithms of machine-learning were being tested on the system developer have and to improve the algorithm and get significant performance hardware acceleration is needed.

In the research paper, we are going to compare the CPU and GPU for Machine learning algorithms and how it affects the speed and accuracy of Machine learning, we will also see the current research on ML and some performance peak of them on different CPU and GPU.   

Keywords: CPU vs GPU for Machine Learning,