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

• 主要作者: Kannan, Ponmithiran
• 其他作者: Mohamed M. Sabry Aly
• 格式: Thesis-Master by Research
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering
• 在線閱讀: 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...