Analysis and Optimization of Direct Convolution Execution on Multi-Core Processors

Nowadays, convolutional neural networks are among the most widely used types of deep learning networks thanks to their usefulness in many application domains. There are many efforts to find methods to increase their training and inference performance and efficiency. One of the most widely used techn...

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Bibliographic Details
Main Authors: Mirco Mannino, Biagio Peccerillo, Andrea Mondelli, Sandro Bartolini
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10144741/