Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Kaszyk, Kuba"'
Autor:
Radu, Valentin, Kaszyk, Kuba, Wen, Yuan, Turner, Jack, Cano, Jose, Crowley, Elliot J., Franke, Bjorn, Storkey, Amos, O'Boyle, Michael
Convolutional Neural Networks (CNN) are becoming a common presence in many applications and services, due to their superior recognition accuracy. They are increasingly being used on mobile devices, many times just by porting large models designed for
Externí odkaz:
http://arxiv.org/abs/2002.08697
Autor:
Saeedi, Sajad, Bodin, Bruno, Wagstaff, Harry, Nisbet, Andy, Nardi, Luigi, Mawer, John, Melot, Nicolas, Palomar, Oscar, Vespa, Emanuele, Spink, Tom, Gorgovan, Cosmin, Webb, Andrew, Clarkson, James, Tomusk, Erik, Debrunner, Thomas, Kaszyk, Kuba, Gonzalez-de-Aledo, Pablo, Rodchenko, Andrey, Riley, Graham, Kotselidis, Christos, Franke, Björn, O'Boyle, Michael F. P., Davison, Andrew J., Kelly, Paul H. J., Luján, Mikel, Furber, Steve
Visual understanding of 3D environments in real-time, at low power, is a huge computational challenge. Often referred to as SLAM (Simultaneous Localisation and Mapping), it is central to applications spanning domestic and industrial robotics, autonom
Externí odkaz:
http://arxiv.org/abs/1808.06352
Autor:
Kaszyk, Kuba
GPUs critically rely on a complex system software stack comprising kernel- and user-space drivers and JIT compilers. Yet, existing GPU simulators typically abstract away details of the software stack and GPU instruction set. Partly, this is because G
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______463::7ea28030d20840156a826574735ce131
https://hdl.handle.net/1842/38739
https://hdl.handle.net/1842/38739
Publikováno v:
Pal, S, Kaszyk, K, Cole, M, O'Boyle, M F P & Dreslinski, R 2020, ' HETSIM: Simulating Large-Scale Heterogeneous Systems using a Trace-driven, Synchronization and Dependency-Aware Framework ', Paper presented at Workshop on Modeling & Simulation of Systems and Applications 2020, Virtual Workshop, 12/08/20-12/08/20 .
Early-stage design-space exploration (DSE) and performance/power evaluation of large-scale heterogeneous systems, such as those composed of chip multiprocessors (CMPs) coupled with fixed-function logic, have gained importance in the dark silicon era.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3094::a234600b126408fd3e417c620a141f37
https://www.pure.ed.ac.uk/ws/files/179706984/HETSIM_PAL_DOA30062020_AFV.pdf
https://www.pure.ed.ac.uk/ws/files/179706984/HETSIM_PAL_DOA30062020_AFV.pdf
Autor:
Kaszyk, Kuba, Franke, Bjoern
Publikováno v:
Kaszyk, K & Franke, B 2020, ' Full-System GPU Design Space Exploration ', Paper presented at Workshop on Modeling & Simulation of Systems and Applications 2020, Virtual Workshop, 12/08/20-12/08/20 .
The prevalence of machine learning in recent times has had a dramatic impact on the way we design and use mobile and IoT systems. With growing concerns for privacy and quality-of-service, much of the computation that has been traditionally done in th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3094::c868840f4171508c7ce569ea44981179
https://www.pure.ed.ac.uk/ws/files/179707129/Full_System_GPU_KASZYK_DOA30062020_AFV.pdf
https://www.pure.ed.ac.uk/ws/files/179707129/Full_System_GPU_KASZYK_DOA30062020_AFV.pdf