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Caffe con Troll: Shallow Ideas to Speed Up Deep Learning [article]

Stefan Hadjis, Firas Abuzaid, Ce Zhang, Christopher Ré
2015 arXiv   pre-print
We present Caffe con Troll (CcT), a fully compatible end-to-end version of the popular framework Caffe with rebuilt internals.  ...  Moreover, with these improvements, the end-to-end training time for CNNs is directly proportional to the FLOPS delivered by the CPU, which enables us to efficiently train hybrid CPU-GPU systems for CNNs  ...  To conduct our study, we forked Caffe, the most popular open-source CNN system, and rebuilt its internals to produce a system we call Caffe con Troll (CcT) 4 .  ... 
arXiv:1504.04343v2 fatcat:ym2tw4fydfgqhhkozjbct33wya

Culinary fluid mechanics and other currents in food science [article]

Arnold J. T. M. Mathijssen, Maciej Lisicki, Vivek N. Prakash, Endre J. L. Mossige
2022 arXiv   pre-print
New gastronomic ideas grow rapidly as the scientific recipes keep improving too.  ...  For every topic, we first provide an introduction accessible to food professionals and scientists in neighbouring fields.  ...  Please contact us, and we will try to incorporate them. A.J.T.M.M. acknowledges funding from the United States Department of Agriculture (USDA-NIFA AFRI grants 2020-67017-30776 and 2020-67015-32330).  ... 
arXiv:2201.12128v1 fatcat:hxxpbhq5yjfpfi2vdq2a7qvtte

Linking Tourism and Conservation in the Arctic

DNN, World Wildlife Fund
1998 Colonial waterbirds  
Sperm whales are very sensitive to engine noise and fast approaches dose to the whales invariably result in avoidance reactions (either shallow dives or deep dives away from the boat) and therefore it  ...  This is the idea of movements working for animal rights, a parallel to human . rights (Baker 1993) , and in the deep ecology movement (Naess 1974) .  ...  to Antarctica.  ... 
doi:10.2307/1521929 fatcat:d2gae6g3rfc6xloxjbt2itp7oy

Domain Adaptation in Context of Visual Factors

Sebastian Schrom
The number of application areas of deep neural networks for image classification is continuously growing.  ...  A general desired attribute of these networks is to generalize well to test data that visually differs from the training data, but still shows the relevant features of the classes to be discriminated.  ...  The CNN architecture was implemented using the deep learning framework Caffe [39] .  ... 
doi:10.26083/tuprints-00020375 fatcat:lq67spqp3vgadpey65dr677qym

Abkürzungen [chapter]

Medizin im Ausland  
Demenz) AAMS acute aseptic meningitis syndrome AAN AIDS-associated neutropenia; analgesic abuse/associated nephropathy; attending's admission notes AAO alert, awake & orientated AAOx3 awake and oriented to  ...  - trolled atrial fl utter/fi brillation CAFF controlled atrial fi brillation/fl ut- ter CAG chronic atrophic gastritis; closed angle glaucoma (Winkelblockglau- kom/Engwinkelglaukom); coronary arteriography  ...  test BTR bladder tumors recheck BTW back to work; between BTW M between meals BU below umbilicus; burn unit BUE both upper extremities BUFA baby up for adoption COT content of thought COTX cast off to  ... 
doi:10.1007/3-540-28850-3_13 fatcat:tg6jadecdzb7dbg6u5zjgxbtce

Civiltà del mare e navigazioni interculturali: sponde d'Europa e l' "isola" Trieste

C Ferrini, R Gefter, Wondrich Quazzolo, A Zoppellari
Come ricorda Randi Langen Moen, «oltre alla sirena (havfruen) esisteva ad esempio un troll del mare (havmann), ed un marinaio vendicativo, facilmente collegabili alla figura del forestiero» 20 .  ...  La vicenda è preceduta da un antefatto: alcuni anni prima Ellida ha avuto una fugace relazione con un misterioso marinaio, lo straniero, al quale ha accettato di legarsi con una sorta di matrimonio simbolico  ...  It was a presexual stage in her individualization, a stage in which she has not yet learned to differentiate between nature and society.  ... 

Shakespearean comedy: A study in multiple plot structure

Carolyn June Dodge, Université D'Ottawa / University Of Ottawa, Université D'Ottawa / University Of Ottawa
Caffe (1908; Chicago, 111.: The University of Chicago Press, I960), pp. 88-96.  ...  to be beloued of him, to whom she hath wholy offered up her libertie.  ... 
doi:10.20381/ruor-8838 fatcat:rk5i43almzcmzj34xiosjxwwi4