Compression of Deep Neural Networks by combining pruning and low rank decomposition

no code implementations • 20 Oct 2018 • Saurabh Goyal, Anamitra R Choudhury, Vivek Sharma, Yogish Sabharwal, Ashish Verma

Large number of weights in deep neural networks make the models difficult to be deployed in low memory environments such as, mobile phones, IOT edge devices as well as "inferencing as a service" environments on the cloud.

Model Compression