Benchmarking of the popular DL Frameworks over multiple GPU cards on state-of-the-art CNN architectures

• Main Author: Kow, Li Ren
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/74869
• Institution: Nanyang Technological University

Neural networks get more difficult and longer time to train if the depth become deeper. As deep neural network going deeper, it has dominated mostly all the pattern recognition algorithm and application, especially on Natural Language Processing and computer vision. To train a deep neural network, i...