An Analytical Cost Model for Fast Evaluation of Multiple Compute-Engine CNN Accelerators

Fareed Qararyah, Mohammad Ali Maleki, Pedro Trancoso

Convolutional Neural Networks (CNNs) serve various applications with diverse performance and resource requirements. Model-aware CNN accelerators best address these diverse requirem…