Performance profiling and optimizations in distributed deep learning frameworks

• Main Author: Zhang, Jiarui
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/149382
• Institution: Nanyang Technological University

Deep learning has been a very popular topic in Artificial Intelligent industry these years and can be applied to many fields, such as computer vision, natural language processing and so forth. However, training a deep learning model usually takes lots of time. It is necessary to identify the bottlen...