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Automated Design Space Exploration for optimised Deployment of DNN on Arm Cortex-A CPUs

Jun 09, 2020
Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini

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Searching for Winograd-aware Quantized Networks

Feb 25, 2020
Javier Fernandez-Marques, Paul N. Whatmough, Andrew Mundy, Matthew Mattina

* Published as a conference paper at MLSys 2020 

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Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs

Mar 04, 2019
Partha Maji, Andrew Mundy, Ganesh Dasika, Jesse Beu, Matthew Mattina, Robert Mullins

* HPCA.EMC2 Feb 17, 2019 

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