An online guided tuning approach to run CNN pipelines on edge devices
Paper in proceeding, 2021
task parallel runtimes
edge devices
evolutionary algorithm
design space exploration
CNN pipelines
heterogeneous core clusters
task moldability
online tuning
Author
Pirah Noor Soomro
Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)
Mustafa Abduljabbar
Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)
Jeronimo Castrillon
Technische Universität Dresden
Miquel Pericas
Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)
Proceedings of the 18th ACM International Conference on Computing Frontiers 2021, CF 2021
45-53
9781450384049 (ISBN)
Virtual, Online, Italy,
Low-energy toolset for heterogeneous computing (LEGaTO)
European Commission (EC) (EC/H2020/780681), 2018-02-01 -- 2021-01-31.
Subject Categories
Computer Engineering
Embedded Systems
Computer Systems
DOI
10.1145/3457388.3458662