IThemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks

© 2019 by the author(s). Predicting the number of clock cycles a processor takes to execute a block of assembly instructions in steady state (the throughput) is important for both compiler designers and performance engineers. Building an analytical model to do so is especially complicated in modern...

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Bibliographic Details
Main Authors: Mendis, C, Renda, A, Amarasinghe, S, Carbin, M
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137422