Building efficient and practical machine learning systems

• المؤلف الرئيسي: Hu, Qinghao
• مؤلفون آخرون: Wen Yonggang
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computer systems organization::Computer system implementation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172372

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...