Building efficient and practical machine learning systems

• 主要作者: Hu, Qinghao
• 其他作者: Wen Yonggang
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering::Computer systems organization::Computer system implementation
• 在線閱讀: https://hdl.handle.net/10356/172372
• 機構: Nanyang Technological University

With the widespread adoption of deep learning (DL) applications in recent years, training DL models has become increasingly prevalent. Nevertheless, training these models is typically time-consuming and computation-intensive, relying heavily on expensive heterogeneous infrastructure. To facilitate m...