OggS #i] }OpusHead8 OggS #i] Ԑ OpusTags Lavf58.45.100 language=eng handler_name=SoundHandler encoder=Lavc58.91.100 libopus major_brand=isom minor_version=512" compatible_brands=isomiso2avc1mp41 author=etrommer genre=lecture6 title=What is this? A machine learning model for ants?Q copyright=Licensed to the public under http://creativecommons.org/licenses/by/4.0 album=37C3 artist=etrommer; description=This talk will give a brief introduction of deep learning models and the energy they consume for training and inference. We then discuss what methods currently exist for handling their complexity, and how neural network parameter counts could grow by orders of magnitude, despite the end of Moore's law.OggS #i] 7u"ay;.,.#%! :qw%!O ^i@A9*SyrtGcn7dNCw0mi~D-sxj52p@n]?W2Yw{'XmkM^iN>u&N`5)CRB4< v3b[nVTVJ80yFwSKZ d#%8ud`\d#ƈ(d G 7 E ȫ2' sP *%&<#k]+0P3YK=;@:D@,`F과w[0ѣh(8ș!rGU9>BI4s 7(qW3wKFs.SkK9e&CB3+FmzM C`oab5#+8[м.\p1#P=^.%L閘d9g5jee˔3- $}Ǟ(Twc(>'*=Fv ͌ıɗGz/jۥا%}R F.?m3kΝszϜr''vvhl){AT }' ɿ]7:zlIq'Z#eD{$6 TbeFq;{B{o0 /0Þ%CE It >-2A4:U qzF6k{M2r)Pz.ܥaT4N5}heǩ8w;UQ<0go,PIYDYs$-0*5Ms&YiUN\{ יH3 Ěa