GPU Static Modeling Using PTX and Deep Structured Learning

In the quest for exascale computing, energy-efficiency is a fundamental goal in high-performance computing systems, typically achieved via dynamic voltage and frequency scaling (DVFS). However, this type of mechanism relies on having accurate methods of predicting the performance and power/energy co...

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Bibliographic Details
Main Authors: Joao Guerreiro, Aleksandar Ilic, Nuno Roma, Pedro Tomas
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8890640/