Artificial neural networks for voltage-frequency prediction using on-die measurements

• المؤلف الرئيسي: Kannan, Ponmithiran
• مؤلفون آخرون: Mohamed M. Sabry Aly
• التنسيق: Thesis-Master by Research
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169942

Every APU, GPU and CPU device produced by AMD operates across multiple voltage regions known as P-states. The product specification determines the frequency of the clocks at each P-state. To ensure that the device is supplied with sufficient voltage to operate at the given frequency, we build par...